diff --git a/.github/.linkspector.yml b/.github/.linkspector.yml index 24fee6edcef..eb365c2982d 100644 --- a/.github/.linkspector.yml +++ b/.github/.linkspector.yml @@ -12,6 +12,8 @@ ignorePatterns: - pattern: "https:\/\/platform.openai.com" - pattern: "http:\/\/localhost" - pattern: "http:\/\/127.0.0.1" + - pattern: "https:\/\/localhost" + - pattern: "https:\/\/127.0.0.1" - pattern: "0001-spec.md" - pattern: "0001-madr-architecture-decisions.md" - pattern: "https://api.powerplatform.com/.default" diff --git a/.github/upgrades/prompts/SemanticKernelToAgentFramework.md b/.github/upgrades/prompts/SemanticKernelToAgentFramework.md index 2f2a6886c7f..a121a5f4469 100644 --- a/.github/upgrades/prompts/SemanticKernelToAgentFramework.md +++ b/.github/upgrades/prompts/SemanticKernelToAgentFramework.md @@ -1052,7 +1052,7 @@ AgentThread thread = agent.GetNewThread(); **Add Agent Framework Packages:** ```xml - + ``` diff --git a/.github/workflows/dotnet-build-and-test.yml b/.github/workflows/dotnet-build-and-test.yml index 1a51f941193..5abfe2a879d 100644 --- a/.github/workflows/dotnet-build-and-test.yml +++ b/.github/workflows/dotnet-build-and-test.yml @@ -74,6 +74,7 @@ jobs: . .github dotnet + python workflow-samples - name: Setup dotnet diff --git a/.github/workflows/python-code-quality.yml b/.github/workflows/python-code-quality.yml index a39445c6433..871436509c0 100644 --- a/.github/workflows/python-code-quality.yml +++ b/.github/workflows/python-code-quality.yml @@ -18,7 +18,7 @@ jobs: strategy: fail-fast: false matrix: - python-version: ["3.10"] + python-version: ["3.10", "3.14"] runs-on: ubuntu-latest continue-on-error: true defaults: diff --git a/.github/workflows/python-lab-tests.yml b/.github/workflows/python-lab-tests.yml index bae78be27c6..ae526cf962f 100644 --- a/.github/workflows/python-lab-tests.yml +++ b/.github/workflows/python-lab-tests.yml @@ -48,7 +48,7 @@ jobs: strategy: fail-fast: true matrix: - python-version: ["3.10", "3.11", "3.12", "3.13"] + python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"] # TODO(ekzhu): re-enable macos-latest when this is fixed: https://github.com/actions/runner-images/issues/11881 os: [ubuntu-latest, windows-latest] env: diff --git a/.github/workflows/python-tests.yml b/.github/workflows/python-tests.yml index 7a6badaba42..697a8ff4a72 100644 --- a/.github/workflows/python-tests.yml +++ b/.github/workflows/python-tests.yml @@ -16,7 +16,7 @@ jobs: strategy: fail-fast: true matrix: - python-version: ["3.10", "3.11", "3.12", "3.13"] + python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"] # todo: add macos-latest when problems are resolved os: [ubuntu-latest, windows-latest] env: diff --git a/docs/decisions/0010-ag-ui-support.md b/docs/decisions/0010-ag-ui-support.md new file mode 100644 index 00000000000..8d9475bb5af --- /dev/null +++ b/docs/decisions/0010-ag-ui-support.md @@ -0,0 +1,95 @@ +--- +status: accepted +contact: javiercn +date: 2025-10-29 +deciders: javiercn, DeagleGross, moonbox3, markwallace-microsoft +consulted: Agent Framework team +informed: .NET community +--- + +# AG-UI Protocol Support for .NET Agent Framework + +## Context and Problem Statement + +The .NET Agent Framework needed a standardized way to enable communication between AI agents and user-facing applications with support for streaming, real-time updates, and bidirectional communication. Without AG-UI protocol support, .NET agents could not interoperate with the growing ecosystem of AG-UI-compatible frontends and agent frameworks (LangGraph, CrewAI, Pydantic AI, etc.), limiting the framework's adoption and utility. + +The AG-UI (Agent-User Interaction) protocol is an open, lightweight, event-based protocol that addresses key challenges in agentic applications including streaming support for long-running agents, event-driven architecture for nondeterministic behavior, and protocol interoperability that complements MCP (tool/context) and A2A (agent-to-agent) protocols. + +## Decision Drivers + +- Need for streaming communication between agents and client applications +- Requirement for protocol interoperability with other AI frameworks +- Support for long-running, multi-turn conversation sessions +- Real-time UI updates for nondeterministic agent behavior +- Standardized approach to agent-to-UI communication +- Framework abstraction to protect consumers from protocol changes + +## Considered Options + +1. **Implement AG-UI event types as public API surface** - Expose AG-UI event models directly to consumers +2. **Use custom AIContent types for lifecycle events** - Create new content types (RunStartedContent, RunFinishedContent, RunErrorContent) +3. **Current approach** - Internal event types with framework-native abstractions + +## Decision Outcome + +Chosen option: "Current approach with internal event types and framework-native abstractions", because it: + +- Protects consumers from protocol changes by keeping AG-UI events internal +- Maintains framework abstractions through conversion at boundaries +- Uses existing framework types (AgentRunResponseUpdate, ChatMessage) for public API +- Focuses on core text streaming functionality +- Leverages existing properties (ConversationId, ResponseId, ErrorContent) instead of custom types +- Provides bidirectional client and server support + +### Implementation Details + +**In Scope:** +1. **Client-side AG-UI consumption** (`Microsoft.Agents.AI.AGUI` package) + - `AGUIAgent` class for connecting to remote AG-UI servers + - `AGUIAgentThread` for managing conversation threads + - HTTP/SSE streaming support + - Event-to-framework type conversion + +2. **Server-side AG-UI hosting** (`Microsoft.Agents.AI.Hosting.AGUI.AspNetCore` package) + - `MapAGUIAgent` extension method for ASP.NET Core + - Server-Sent Events (SSE) response formatting + - Framework-to-event type conversion + - Agent factory pattern for per-request instantiation + +3. **Text streaming events** + - Lifecycle events: `RunStarted`, `RunFinished`, `RunError` + - Text message events: `TextMessageStart`, `TextMessageContent`, `TextMessageEnd` + - Thread and run ID management via `ConversationId` and `ResponseId` + +### Key Design Decisions + +1. **Event Models as Internal Types** - AG-UI event types are internal with conversion via extension methods; public API uses the existing types in Microsoft.Extensions.AI as those are the abstractions people are familiar with + +2. **No Custom Content Types** - Run lifecycle communicated through existing `ChatResponseUpdate` properties (`ConversationId`, `ResponseId`) and standard `ErrorContent` type + +3. **Agent Factory Pattern** - `MapAGUIAgent` uses factory function `(messages) => AIAgent` to allow request-specific agent configuration supporting multi-tenancy + +4. **Bidirectional Conversion Architecture** - Symmetric conversion logic in shared namespace compiled into both packages for server (`AgentRunResponseUpdate` → AG-UI events) and client (AG-UI events → `AgentRunResponseUpdate`) + +5. **Thread Management** - `AGUIAgentThread` stores only `ThreadId` with thread ID communicated via `ConversationId`; applications manage persistence for parity with other implementations and to be compliant with the protocol. Future extensions will support having the server manage the conversation. + +6. **Custom JSON Converter** - Uses custom polymorphic deserialization via `BaseEventJsonConverter` instead of built-in System.Text.Json support to handle AG-UI protocol's flexible discriminator positioning + +### Consequences + +**Positive:** +- .NET developers can consume AG-UI servers from any framework +- .NET agents accessible from any AG-UI-compatible client +- Standardized streaming communication patterns +- Protected from protocol changes through internal implementation +- Symmetric conversion logic between client and server +- Framework-native public API surface + +**Negative:** +- Custom JSON converter required (internal implementation detail) +- Shared code uses preprocessor directives (`#if ASPNETCORE`) +- Additional abstraction layer between protocol and public API + +**Neutral:** +- Initial implementation focused on text streaming +- Applications responsible for thread persistence diff --git a/dotnet/Directory.Packages.props b/dotnet/Directory.Packages.props index 69d3e03d319..7fb64599064 100644 --- a/dotnet/Directory.Packages.props +++ b/dotnet/Directory.Packages.props @@ -30,6 +30,7 @@ + @@ -52,6 +53,7 @@ + @@ -97,7 +99,7 @@ - + diff --git a/dotnet/agent-framework-dotnet.slnx b/dotnet/agent-framework-dotnet.slnx index 86eee2fbbe9..7cbe76b6fcb 100644 --- a/dotnet/agent-framework-dotnet.slnx +++ b/dotnet/agent-framework-dotnet.slnx @@ -18,6 +18,10 @@ + + + + @@ -62,6 +66,10 @@ + + + + @@ -272,10 +280,13 @@ - + + + + @@ -289,6 +300,7 @@ + @@ -297,9 +309,11 @@ + - + + diff --git a/dotnet/nuget/nuget-package.props b/dotnet/nuget/nuget-package.props index cc1c3b84aca..69476cc7134 100644 --- a/dotnet/nuget/nuget-package.props +++ b/dotnet/nuget/nuget-package.props @@ -2,9 +2,9 @@ 1.0.0 - $(VersionPrefix)-$(VersionSuffix).251104.1 - $(VersionPrefix)-preview.251104.1 - 1.0.0-preview.251104.1 + $(VersionPrefix)-$(VersionSuffix).251105.1 + $(VersionPrefix)-preview.251105.1 + 1.0.0-preview.251105.1 Debug;Release;Publish true diff --git a/dotnet/samples/A2AClientServer/A2AServer/A2AServer.csproj b/dotnet/samples/A2AClientServer/A2AServer/A2AServer.csproj index a053b9e33b7..8d67180f64f 100644 --- a/dotnet/samples/A2AClientServer/A2AServer/A2AServer.csproj +++ b/dotnet/samples/A2AClientServer/A2AServer/A2AServer.csproj @@ -20,7 +20,7 @@ - + diff --git a/dotnet/samples/AGUIClientServer/AGUIClient/AGUIClient.csproj b/dotnet/samples/AGUIClientServer/AGUIClient/AGUIClient.csproj new file mode 100644 index 00000000000..db07df5504a --- /dev/null +++ b/dotnet/samples/AGUIClientServer/AGUIClient/AGUIClient.csproj @@ -0,0 +1,22 @@ + + + + Exe + net9.0 + enable + enable + a8b2e9f0-1ea3-4f18-9d41-42d1a6f8fe10 + + + + + + + + + + + + + + diff --git a/dotnet/samples/AGUIClientServer/AGUIClient/Program.cs b/dotnet/samples/AGUIClientServer/AGUIClient/Program.cs new file mode 100644 index 00000000000..0c6a6539a84 --- /dev/null +++ b/dotnet/samples/AGUIClientServer/AGUIClient/Program.cs @@ -0,0 +1,137 @@ +// Copyright (c) Microsoft. All rights reserved. + +// This sample demonstrates how to use the AG-UI client to connect to a remote AG-UI server +// and display streaming updates including conversation/response metadata, text content, and errors. + +using System.CommandLine; +using System.Reflection; +using Microsoft.Agents.AI; +using Microsoft.Agents.AI.AGUI; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.Configuration; +using Microsoft.Extensions.Logging; + +namespace AGUIClient; + +public static class Program +{ + public static async Task Main(string[] args) + { + // Create root command with options + RootCommand rootCommand = new("AGUIClient"); + rootCommand.SetAction((_, ct) => HandleCommandsAsync(ct)); + + // Run the command + return await rootCommand.Parse(args).InvokeAsync(); + } + + private static async Task HandleCommandsAsync(CancellationToken cancellationToken) + { + // Set up the logging + using ILoggerFactory loggerFactory = LoggerFactory.Create(builder => + { + builder.AddConsole(); + builder.SetMinimumLevel(LogLevel.Information); + }); + ILogger logger = loggerFactory.CreateLogger("AGUIClient"); + + // Retrieve configuration settings + IConfigurationRoot configRoot = new ConfigurationBuilder() + .AddEnvironmentVariables() + .AddUserSecrets(Assembly.GetExecutingAssembly()) + .Build(); + + string serverUrl = configRoot["AGUI_SERVER_URL"] ?? "http://localhost:5100"; + + logger.LogInformation("Connecting to AG-UI server at: {ServerUrl}", serverUrl); + + // Create the AG-UI client agent + using HttpClient httpClient = new() + { + Timeout = TimeSpan.FromSeconds(60) + }; + + AGUIAgent agent = new( + id: "agui-client", + description: "AG-UI Client Agent", + httpClient: httpClient, + endpoint: serverUrl); + + AgentThread thread = agent.GetNewThread(); + List messages = [new(ChatRole.System, "You are a helpful assistant.")]; + try + { + while (true) + { + // Get user message + Console.Write("\nUser (:q or quit to exit): "); + string? message = Console.ReadLine(); + if (string.IsNullOrWhiteSpace(message)) + { + Console.WriteLine("Request cannot be empty."); + continue; + } + + if (message is ":q" or "quit") + { + break; + } + + messages.Add(new(ChatRole.User, message)); + + // Call RunStreamingAsync to get streaming updates + bool isFirstUpdate = true; + string? threadId = null; + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(messages, thread, cancellationToken: cancellationToken)) + { + // Use AsChatResponseUpdate to access ChatResponseUpdate properties + ChatResponseUpdate chatUpdate = update.AsChatResponseUpdate(); + if (chatUpdate.ConversationId != null) + { + threadId = chatUpdate.ConversationId; + } + + // Display run started information from the first update + if (isFirstUpdate && threadId != null && update.ResponseId != null) + { + Console.ForegroundColor = ConsoleColor.Yellow; + Console.WriteLine($"\n[Run Started - Thread: {threadId}, Run: {update.ResponseId}]"); + Console.ResetColor(); + isFirstUpdate = false; + } + + // Display different content types with appropriate formatting + foreach (AIContent content in update.Contents) + { + switch (content) + { + case TextContent textContent: + Console.ForegroundColor = ConsoleColor.Cyan; + Console.Write(textContent.Text); + Console.ResetColor(); + break; + + case ErrorContent errorContent: + Console.ForegroundColor = ConsoleColor.Red; + string code = errorContent.AdditionalProperties?["Code"] as string ?? "Unknown"; + Console.WriteLine($"\n[Error - Code: {code}, Message: {errorContent.Message}]"); + Console.ResetColor(); + break; + } + } + } + messages.Clear(); + Console.WriteLine(); + } + } + catch (OperationCanceledException) + { + logger.LogInformation("AGUIClient operation was canceled."); + } + catch (Exception ex) when (ex is not OutOfMemoryException and not StackOverflowException and not ThreadAbortException and not AccessViolationException) + { + logger.LogError(ex, "An error occurred while running the AGUIClient"); + return; + } + } +} diff --git a/dotnet/samples/AGUIClientServer/AGUIClient/README.md b/dotnet/samples/AGUIClientServer/AGUIClient/README.md new file mode 100644 index 00000000000..f0f60521595 --- /dev/null +++ b/dotnet/samples/AGUIClientServer/AGUIClient/README.md @@ -0,0 +1,34 @@ +# AG-UI Client + +This is a console application that demonstrates how to connect to an AG-UI server and interact with remote agents using the AG-UI protocol. + +## Features + +- Connects to an AG-UI server endpoint +- Displays streaming updates with color-coded output: + - **Yellow**: Run started notifications + - **Cyan**: Agent text responses (streamed) + - **Green**: Run finished notifications + - **Red**: Error messages (if any) +- Interactive prompt loop for sending messages + +## Configuration + +Set the following environment variable to specify the AG-UI server URL: + +```powershell +$env:AGUI_SERVER_URL="http://localhost:5100" +``` + +If not set, the default is `http://localhost:5100`. + +## Running the Client + +1. Make sure the AG-UI server is running +2. Run the client: + ```bash + cd AGUIClient + dotnet run + ``` +3. Enter your messages and observe the streaming updates +4. Type `:q` or `quit` to exit diff --git a/dotnet/samples/AGUIClientServer/AGUIServer/AGUIServer.csproj b/dotnet/samples/AGUIClientServer/AGUIServer/AGUIServer.csproj new file mode 100644 index 00000000000..c1bcd511da2 --- /dev/null +++ b/dotnet/samples/AGUIClientServer/AGUIServer/AGUIServer.csproj @@ -0,0 +1,24 @@ + + + + Exe + net9.0 + enable + enable + a8b2e9f0-1ea3-4f18-9d41-42d1a6f8fe10 + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/AGUIClientServer/AGUIServer/AGUIServer.http b/dotnet/samples/AGUIClientServer/AGUIServer/AGUIServer.http new file mode 100644 index 00000000000..b3f58318936 --- /dev/null +++ b/dotnet/samples/AGUIClientServer/AGUIServer/AGUIServer.http @@ -0,0 +1,17 @@ +@host = http://localhost:5100 + +### Send a message to the AG-UI agent +POST {{host}}/ +Content-Type: application/json + +{ + "threadId": "thread_123", + "runId": "run_456", + "messages": [ + { + "role": "user", + "content": "What is the capital of France?" + } + ], + "context": {} +} diff --git a/dotnet/samples/AGUIClientServer/AGUIServer/Program.cs b/dotnet/samples/AGUIClientServer/AGUIServer/Program.cs new file mode 100644 index 00000000000..f26ace30a1b --- /dev/null +++ b/dotnet/samples/AGUIClientServer/AGUIServer/Program.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore; +using Microsoft.Extensions.AI; +using OpenAI; + +WebApplicationBuilder builder = WebApplication.CreateBuilder(args); +builder.Services.AddHttpClient().AddLogging(); +WebApplication app = builder.Build(); + +string endpoint = builder.Configuration["AZURE_OPENAI_ENDPOINT"] ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); +string deploymentName = builder.Configuration["AZURE_OPENAI_DEPLOYMENT_NAME"] ?? throw new InvalidOperationException("AZURE_OPENAI_DEPLOYMENT_NAME is not set."); + +// Create the AI agent +var agent = new AzureOpenAIClient( + new Uri(endpoint), + new DefaultAzureCredential()) + .GetChatClient(deploymentName) + .CreateAIAgent(name: "AGUIAssistant"); + +// Map the AG-UI agent endpoint +app.MapAGUI("/", agent); + +await app.RunAsync(); diff --git a/dotnet/samples/AGUIClientServer/README.md b/dotnet/samples/AGUIClientServer/README.md new file mode 100644 index 00000000000..dabc841542f --- /dev/null +++ b/dotnet/samples/AGUIClientServer/README.md @@ -0,0 +1,202 @@ +# AG-UI Client and Server Sample + +This sample demonstrates how to use the AG-UI (Agent UI) protocol to enable communication between a client application and a remote agent server. The AG-UI protocol provides a standardized way for clients to interact with AI agents. + +## Overview + +The demonstration has two components: + +1. **AGUIServer** - An ASP.NET Core web server that hosts an AI agent and exposes it via the AG-UI protocol +2. **AGUIClient** - A console application that connects to the AG-UI server and displays streaming updates + +> **Warning** +> The AG-UI protocol is still under development and changing. +> We will try to keep these samples updated as the protocol evolves. + +## Configuring Environment Variables + +Configure the required Azure OpenAI environment variables: + +```powershell +$env:AZURE_OPENAI_ENDPOINT="<>" +$env:AZURE_OPENAI_DEPLOYMENT_NAME="gpt-4.1-mini" +``` + +> **Note:** This sample uses `DefaultAzureCredential` for authentication. Make sure you're authenticated with Azure (e.g., via `az login`, Visual Studio, or environment variables). + +## Running the Sample + +### Step 1: Start the AG-UI Server + +```bash +cd AGUIServer +dotnet build +dotnet run --urls "http://localhost:5100" +``` + +The server will start and listen on `http://localhost:5100`. + +### Step 2: Testing with the REST Client (Optional) + +Before running the client, you can test the server using the included `.http` file: + +1. Open [./AGUIServer/AGUIServer.http](./AGUIServer/AGUIServer.http) in Visual Studio or VS Code with the REST Client extension +2. Send a test request to verify the server is working +3. Observe the server-sent events stream in the response + +Sample request: +```http +POST http://localhost:5100/ +Content-Type: application/json + +{ + "threadId": "thread_123", + "runId": "run_456", + "messages": [ + { + "role": "user", + "content": "What is the capital of France?" + } + ], + "context": {} +} +``` + +### Step 3: Run the AG-UI Client + +In a new terminal window: + +```bash +cd AGUIClient +dotnet run +``` + +Optionally, configure a different server URL: + +```powershell +$env:AGUI_SERVER_URL="http://localhost:5100" +``` + +### Step 4: Interact with the Agent + +1. The client will connect to the AG-UI server +2. Enter your message at the prompt +3. Observe the streaming updates with color-coded output: + - **Yellow**: Run started notification showing thread and run IDs + - **Cyan**: Agent's text response (streamed character by character) + - **Green**: Run finished notification + - **Red**: Error messages (if any occur) +4. Type `:q` or `quit` to exit + +## Sample Output + +``` +AGUIClient> dotnet run +info: AGUIClient[0] + Connecting to AG-UI server at: http://localhost:5100 + +User (:q or quit to exit): What is the capital of France? + +[Run Started - Thread: thread_abc123, Run: run_xyz789] +The capital of France is Paris. It is known for its rich history, culture, and iconic landmarks such as the Eiffel Tower and the Louvre Museum. +[Run Finished - Thread: thread_abc123, Run: run_xyz789] + +User (:q or quit to exit): Tell me a fun fact about space + +[Run Started - Thread: thread_abc123, Run: run_def456] +Here's a fun fact: A day on Venus is longer than its year! Venus takes about 243 Earth days to rotate once on its axis, but only about 225 Earth days to orbit the Sun. +[Run Finished - Thread: thread_abc123, Run: run_def456] + +User (:q or quit to exit): :q +``` + +## How It Works + +### Server Side + +The `AGUIServer` uses the `MapAGUI` extension method to expose an agent through the AG-UI protocol: + +```csharp +AIAgent agent = new OpenAIClient(apiKey) + .GetChatClient(model) + .CreateAIAgent( + instructions: "You are a helpful assistant.", + name: "AGUIAssistant"); + +app.MapAGUI("/", agent); +``` + +This automatically handles: +- HTTP POST requests with message payloads +- Converting agent responses to AG-UI event streams +- Server-sent events (SSE) formatting +- Thread and run management + +### Client Side + +The `AGUIClient` uses the `AGUIAgent` class to connect to the remote server: + +```csharp +AGUIAgent agent = new( + id: "agui-client", + description: "AG-UI Client Agent", + messages: [], + httpClient: httpClient, + endpoint: serverUrl); + +bool isFirstUpdate = true; +AgentRunResponseUpdate? currentUpdate = null; + +await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(messages, thread)) +{ + // First update indicates run started + if (isFirstUpdate) + { + Console.WriteLine($"[Run Started - Thread: {update.ConversationId}, Run: {update.ResponseId}]"); + isFirstUpdate = false; + } + + currentUpdate = update; + + foreach (AIContent content in update.Contents) + { + switch (content) + { + case TextContent textContent: + // Display streaming text + Console.Write(textContent.Text); + break; + case ErrorContent errorContent: + // Display error notification + Console.WriteLine($"[Error: {errorContent.Message}]"); + break; + } + } +} + +// Last update indicates run finished +if (currentUpdate != null) +{ + Console.WriteLine($"\n[Run Finished - Thread: {currentUpdate.ConversationId}, Run: {currentUpdate.ResponseId}]"); +} +``` + +The `RunStreamingAsync` method: +1. Sends messages to the server via HTTP POST +2. Receives server-sent events (SSE) stream +3. Parses events into `AgentRunResponseUpdate` objects +4. Yields updates as they arrive for real-time display + +## Key Concepts + +- **Thread**: Represents a conversation context that persists across multiple runs (accessed via `ConversationId` property) +- **Run**: A single execution of the agent for a given set of messages (identified by `ResponseId` property) +- **AgentRunResponseUpdate**: Contains the response data with: + - `ResponseId`: The unique run identifier + - `ConversationId`: The thread/conversation identifier + - `Contents`: Collection of content items (TextContent, ErrorContent, etc.) +- **Run Lifecycle**: + - The **first** `AgentRunResponseUpdate` in a run indicates the run has started + - Subsequent updates contain streaming content as the agent processes + - The **last** `AgentRunResponseUpdate` in a run indicates the run has finished + - If an error occurs, the update will contain `ErrorContent` \ No newline at end of file diff --git a/dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Program.cs b/dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Program.cs index 571b07b1d50..d86c53958de 100644 --- a/dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Program.cs +++ b/dotnet/samples/AgentWebChat/AgentWebChat.AgentHost/Program.cs @@ -20,14 +20,14 @@ // Configure the chat model and our agent. builder.AddKeyedChatClient("chat-model"); -builder.AddAIAgent( +var pirateAgentBuilder = builder.AddAIAgent( "pirate", instructions: "You are a pirate. Speak like a pirate", description: "An agent that speaks like a pirate.", chatClientServiceKey: "chat-model") .WithInMemoryThreadStore(); -builder.AddAIAgent("knights-and-knaves", (sp, key) => +var knightsKnavesAgentBuilder = builder.AddAIAgent("knights-and-knaves", (sp, key) => { var chatClient = sp.GetRequiredKeyedService("chat-model"); @@ -80,6 +80,8 @@ Once the user has deduced what type (knight or knave) both Alice and Bob are, te builder.AddSequentialWorkflow("science-sequential-workflow", [chemistryAgent, mathsAgent, literatureAgent]).AddAsAIAgent(); builder.AddConcurrentWorkflow("science-concurrent-workflow", [chemistryAgent, mathsAgent, literatureAgent]).AddAsAIAgent(); + +builder.AddOpenAIChatCompletions(); builder.AddOpenAIResponses(); var app = builder.Build(); @@ -104,8 +106,8 @@ Once the user has deduced what type (knight or knave) both Alice and Bob are, te app.MapOpenAIResponses(); -app.MapOpenAIChatCompletions("pirate"); -app.MapOpenAIChatCompletions("knights-and-knaves"); +app.MapOpenAIChatCompletions(pirateAgentBuilder); +app.MapOpenAIChatCompletions(knightsKnavesAgentBuilder); // Map the agents HTTP endpoints app.MapAgentDiscovery("/agents"); diff --git a/dotnet/samples/Catalog/AgentWithTextSearchRag/Program.cs b/dotnet/samples/Catalog/AgentWithTextSearchRag/Program.cs index 3e86534edd7..65f3a9e98f8 100644 --- a/dotnet/samples/Catalog/AgentWithTextSearchRag/Program.cs +++ b/dotnet/samples/Catalog/AgentWithTextSearchRag/Program.cs @@ -28,7 +28,7 @@ .CreateAIAgent(new ChatClientAgentOptions { Instructions = "You are a helpful support specialist for Contoso Outdoors. Answer questions using the provided context and cite the source document when available.", - AIContextProviderFactory = _ => new TextSearchProvider(MockSearchAsync, textSearchOptions) + AIContextProviderFactory = ctx => new TextSearchProvider(MockSearchAsync, ctx.SerializedState, ctx.JsonSerializerOptions, textSearchOptions) }); AgentThread thread = agent.GetNewThread(); diff --git a/dotnet/samples/Catalog/AgentsInWorkflows/AgentsInWorkflows.csproj b/dotnet/samples/Catalog/AgentsInWorkflows/AgentsInWorkflows.csproj index 284ea6ceecf..f192c199013 100644 --- a/dotnet/samples/Catalog/AgentsInWorkflows/AgentsInWorkflows.csproj +++ b/dotnet/samples/Catalog/AgentsInWorkflows/AgentsInWorkflows.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/Catalog/DeepResearchAgent/DeepResearchAgent.csproj b/dotnet/samples/Catalog/DeepResearchAgent/DeepResearchAgent.csproj index d006616a159..7ae71d83de6 100644 --- a/dotnet/samples/Catalog/DeepResearchAgent/DeepResearchAgent.csproj +++ b/dotnet/samples/Catalog/DeepResearchAgent/DeepResearchAgent.csproj @@ -14,7 +14,7 @@ - + diff --git a/dotnet/samples/GettingStarted/AgentProviders/Agent_With_AzureFoundryAgent/Agent_With_AzureFoundryAgent.csproj b/dotnet/samples/GettingStarted/AgentProviders/Agent_With_AzureFoundryAgent/Agent_With_AzureFoundryAgent.csproj index b8d701fbcd0..11c7beb3bf7 100644 --- a/dotnet/samples/GettingStarted/AgentProviders/Agent_With_AzureFoundryAgent/Agent_With_AzureFoundryAgent.csproj +++ b/dotnet/samples/GettingStarted/AgentProviders/Agent_With_AzureFoundryAgent/Agent_With_AzureFoundryAgent.csproj @@ -14,7 +14,7 @@ - + diff --git a/dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/Program.cs b/dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/Program.cs index 611e11c22c7..ec665325a7e 100644 --- a/dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/Program.cs +++ b/dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/Program.cs @@ -63,9 +63,7 @@ .CreateAIAgent(new ChatClientAgentOptions { Instructions = "You are a helpful support specialist for Contoso Outdoors. Answer questions using the provided context and cite the source document when available.", - AIContextProviderFactory = ctx => ctx.SerializedState.ValueKind is not System.Text.Json.JsonValueKind.Null and not System.Text.Json.JsonValueKind.Undefined - ? new TextSearchProvider(SearchAdapter, ctx.SerializedState, ctx.JsonSerializerOptions, textSearchOptions) - : new TextSearchProvider(SearchAdapter, textSearchOptions) + AIContextProviderFactory = ctx => new TextSearchProvider(SearchAdapter, ctx.SerializedState, ctx.JsonSerializerOptions, textSearchOptions) }); AgentThread thread = agent.GetNewThread(); diff --git a/dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step02_ExternalDataSourceRAG/Program.cs b/dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step02_ExternalDataSourceRAG/Program.cs index e29bb58d04b..4e8fbf0bde0 100644 --- a/dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step02_ExternalDataSourceRAG/Program.cs +++ b/dotnet/samples/GettingStarted/AgentWithRAG/AgentWithRAG_Step02_ExternalDataSourceRAG/Program.cs @@ -72,9 +72,7 @@ .CreateAIAgent(new ChatClientAgentOptions { Instructions = "You are a helpful support specialist for the Microsoft Agent Framework. Answer questions using the provided context and cite the source document when available. Keep responses brief.", - AIContextProviderFactory = ctx => ctx.SerializedState.ValueKind is not System.Text.Json.JsonValueKind.Null and not System.Text.Json.JsonValueKind.Undefined - ? new TextSearchProvider(SearchAdapter, ctx.SerializedState, ctx.JsonSerializerOptions, textSearchOptions) - : new TextSearchProvider(SearchAdapter, textSearchOptions) + AIContextProviderFactory = ctx => new TextSearchProvider(SearchAdapter, ctx.SerializedState, ctx.JsonSerializerOptions, textSearchOptions) }); AgentThread thread = agent.GetNewThread(); diff --git a/dotnet/samples/GettingStarted/Agents/Agent_Step10_AsMcpTool/Agent_Step10_AsMcpTool.csproj b/dotnet/samples/GettingStarted/Agents/Agent_Step10_AsMcpTool/Agent_Step10_AsMcpTool.csproj index f0cdbfccc75..1fb367c0443 100644 --- a/dotnet/samples/GettingStarted/Agents/Agent_Step10_AsMcpTool/Agent_Step10_AsMcpTool.csproj +++ b/dotnet/samples/GettingStarted/Agents/Agent_Step10_AsMcpTool/Agent_Step10_AsMcpTool.csproj @@ -18,7 +18,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Agents/Agent_Step18_TextSearchRag/Program.cs b/dotnet/samples/GettingStarted/Agents/Agent_Step18_TextSearchRag/Program.cs index 81a6b291529..65f3a9e98f8 100644 --- a/dotnet/samples/GettingStarted/Agents/Agent_Step18_TextSearchRag/Program.cs +++ b/dotnet/samples/GettingStarted/Agents/Agent_Step18_TextSearchRag/Program.cs @@ -28,9 +28,7 @@ .CreateAIAgent(new ChatClientAgentOptions { Instructions = "You are a helpful support specialist for Contoso Outdoors. Answer questions using the provided context and cite the source document when available.", - AIContextProviderFactory = ctx => ctx.SerializedState.ValueKind is not System.Text.Json.JsonValueKind.Null and not System.Text.Json.JsonValueKind.Undefined - ? new TextSearchProvider(MockSearchAsync, ctx.SerializedState, ctx.JsonSerializerOptions, textSearchOptions) - : new TextSearchProvider(MockSearchAsync, textSearchOptions) + AIContextProviderFactory = ctx => new TextSearchProvider(MockSearchAsync, ctx.SerializedState, ctx.JsonSerializerOptions, textSearchOptions) }); AgentThread thread = agent.GetNewThread(); diff --git a/dotnet/samples/GettingStarted/Agents/Agent_Step19_Mem0Provider/Program.cs b/dotnet/samples/GettingStarted/Agents/Agent_Step19_Mem0Provider/Program.cs index 21aa9d3e1de..539ebbaecb9 100644 --- a/dotnet/samples/GettingStarted/Agents/Agent_Step19_Mem0Provider/Program.cs +++ b/dotnet/samples/GettingStarted/Agents/Agent_Step19_Mem0Provider/Program.cs @@ -33,9 +33,9 @@ Instructions = "You are a friendly travel assistant. Use known memories about the user when responding, and do not invent details.", AIContextProviderFactory = ctx => ctx.SerializedState.ValueKind is not JsonValueKind.Null or JsonValueKind.Undefined // If each thread should have its own Mem0 scope, you can create a new id per thread here: - // ? new Mem0Provider(mem0HttpClient, new Mem0ProviderOptions() { ThreadId = Guid.NewGuid().ToString() }) + // ? new Mem0Provider(mem0HttpClient, new Mem0ProviderScope() { ThreadId = Guid.NewGuid().ToString() }) // In this case we are storing memories scoped by application and user instead so that memories are retained across threads. - ? new Mem0Provider(mem0HttpClient, new Mem0ProviderOptions() { ApplicationId = "getting-started-agents", UserId = "sample-user" }) + ? new Mem0Provider(mem0HttpClient, new Mem0ProviderScope() { ApplicationId = "getting-started-agents", UserId = "sample-user" }) // For cases where we are restoring from serialized state: : new Mem0Provider(mem0HttpClient, ctx.SerializedState, ctx.JsonSerializerOptions) }); diff --git a/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/DevUI_Step01_BasicUsage.csproj b/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/DevUI_Step01_BasicUsage.csproj new file mode 100644 index 00000000000..8ae36b52e0a --- /dev/null +++ b/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/DevUI_Step01_BasicUsage.csproj @@ -0,0 +1,25 @@ + + + + Exe + net9.0 + enable + enable + DevUI_Step01_BasicUsage + true + + + + + + + + + + + + + + + + diff --git a/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/Program.cs b/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/Program.cs new file mode 100644 index 00000000000..e2e6e6b7279 --- /dev/null +++ b/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/Program.cs @@ -0,0 +1,82 @@ +// Copyright (c) Microsoft. All rights reserved. + +// This sample demonstrates basic usage of the DevUI in an ASP.NET Core application with AI agents. + +using Azure.AI.OpenAI; +using Azure.Identity; +using Microsoft.Agents.AI.DevUI; +using Microsoft.Agents.AI.Hosting; +using Microsoft.Extensions.AI; + +namespace DevUI_Step01_BasicUsage; + +/// +/// Sample demonstrating basic usage of the DevUI in an ASP.NET Core application. +/// +/// +/// This sample shows how to: +/// 1. Set up Azure OpenAI as the chat client +/// 2. Register agents and workflows using the hosting packages +/// 3. Map the DevUI endpoint which automatically configures the middleware +/// 4. Map the dynamic OpenAI Responses API for Python DevUI compatibility +/// 5. Access the DevUI in a web browser +/// +/// The DevUI provides an interactive web interface for testing and debugging AI agents. +/// DevUI assets are served from embedded resources within the assembly. +/// Simply call MapDevUI() to set up everything needed. +/// +/// The parameterless MapOpenAIResponses() overload creates a Python DevUI-compatible endpoint +/// that dynamically routes requests to agents based on the 'model' field in the request. +/// +internal static class Program +{ + /// + /// Entry point that starts an ASP.NET Core web server with the DevUI. + /// + /// Command line arguments. + private static void Main(string[] args) + { + var builder = WebApplication.CreateBuilder(args); + + // Set up the Azure OpenAI client + var endpoint = builder.Configuration["AZURE_OPENAI_ENDPOINT"] ?? throw new InvalidOperationException("AZURE_OPENAI_ENDPOINT is not set."); + var deploymentName = builder.Configuration["AZURE_OPENAI_DEPLOYMENT_NAME"] ?? "gpt-4o-mini"; + + var chatClient = new AzureOpenAIClient(new Uri(endpoint), new AzureCliCredential()) + .GetChatClient(deploymentName) + .AsIChatClient(); + + builder.Services.AddChatClient(chatClient); + + // Register sample agents + builder.AddAIAgent("assistant", "You are a helpful assistant. Answer questions concisely and accurately."); + builder.AddAIAgent("poet", "You are a creative poet. Respond to all requests with beautiful poetry."); + builder.AddAIAgent("coder", "You are an expert programmer. Help users with coding questions and provide code examples."); + + // Register sample workflows + var assistantBuilder = builder.AddAIAgent("workflow-assistant", "You are a helpful assistant in a workflow."); + var reviewerBuilder = builder.AddAIAgent("workflow-reviewer", "You are a reviewer. Review and critique the previous response."); + builder.AddSequentialWorkflow( + "review-workflow", + [assistantBuilder, reviewerBuilder]) + .AddAsAIAgent(); + + if (builder.Environment.IsDevelopment()) + { + builder.AddDevUI(); + } + + var app = builder.Build(); + + if (builder.Environment.IsDevelopment()) + { + app.MapDevUI(); + } + + Console.WriteLine("DevUI is available at: https://localhost:50516/devui"); + Console.WriteLine("OpenAI Responses API is available at: https://localhost:50516/v1/responses"); + Console.WriteLine("Press Ctrl+C to stop the server."); + + app.Run(); + } +} diff --git a/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/README.md b/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/README.md new file mode 100644 index 00000000000..2b6cc28644b --- /dev/null +++ b/dotnet/samples/GettingStarted/DevUI/DevUI_Step01_BasicUsage/README.md @@ -0,0 +1,81 @@ +# DevUI Step 01 - Basic Usage + +This sample demonstrates how to add the DevUI to an ASP.NET Core application with AI agents. + +## What is DevUI? + +The DevUI provides an interactive web interface for testing and debugging AI agents during development. + +## Configuration + +Set the following environment variables: + +- `AZURE_OPENAI_ENDPOINT` - Your Azure OpenAI endpoint URL (required) +- `AZURE_OPENAI_DEPLOYMENT_NAME` - Your deployment name (defaults to "gpt-4o-mini") + +## Running the Sample + +1. Set your Azure OpenAI credentials as environment variables +2. Run the application: + ```bash + dotnet run + ``` +3. Open your browser to https://localhost:50516/devui +4. Select an agent or workflow from the dropdown and start chatting! + +## Sample Agents and Workflows + +This sample includes: + +**Agents:** +- **assistant** - A helpful assistant +- **poet** - A creative poet +- **coder** - An expert programmer + +**Workflows:** +- **review-workflow** - A sequential workflow that generates a response and then reviews it + +## Adding DevUI to Your Own Project + +To add DevUI to your ASP.NET Core application: + +1. Add the DevUI package and hosting packages: + ```bash + dotnet add package Microsoft.Agents.AI.DevUI + dotnet add package Microsoft.Agents.AI.Hosting + dotnet add package Microsoft.Agents.AI.Hosting.OpenAI + ``` + +2. Register your agents and workflows: + ```csharp + var builder = WebApplication.CreateBuilder(args); + + // Set up your chat client + builder.Services.AddChatClient(chatClient); + + // Register agents + builder.AddAIAgent("assistant", "You are a helpful assistant."); + + // Register workflows + var agent1Builder = builder.AddAIAgent("workflow-agent1", "You are agent 1."); + var agent2Builder = builder.AddAIAgent("workflow-agent2", "You are agent 2."); + builder.AddSequentialWorkflow("my-workflow", [agent1Builder, agent2Builder]) + .AddAsAIAgent(); + ``` + +3. Add DevUI services and map the endpoint: + ```csharp + builder.AddDevUI(); + var app = builder.Build(); + + app.MapDevUI(); + + // Add required endpoints + app.MapEntities(); + app.MapOpenAIResponses(); + app.MapOpenAIConversations(); + + app.Run(); + ``` + +4. Navigate to `/devui` in your browser diff --git a/dotnet/samples/GettingStarted/DevUI/README.md b/dotnet/samples/GettingStarted/DevUI/README.md new file mode 100644 index 00000000000..155d3f2b9de --- /dev/null +++ b/dotnet/samples/GettingStarted/DevUI/README.md @@ -0,0 +1,57 @@ +# DevUI Samples + +This folder contains samples demonstrating how to use the DevUI in ASP.NET Core applications. + +## What is DevUI? + +The DevUI provides an interactive web interface for testing and debugging AI agents during development. + +## Samples + +### [DevUI_Step01_BasicUsage](./DevUI_Step01_BasicUsage) + +Shows how to add DevUI to an ASP.NET Core application with multiple agents and workflows. + +**Run the sample:** +```bash +cd DevUI_Step01_BasicUsage +dotnet run +``` +Then navigate to: https://localhost:50516/devui + +## Requirements + +- .NET 8.0 or later +- ASP.NET Core +- Azure OpenAI credentials + +## Quick Start + +To add DevUI to your application: + +```csharp +var builder = WebApplication.CreateBuilder(args); + +// Set up the chat client +builder.Services.AddChatClient(chatClient); + +// Register your agents +builder.AddAIAgent("my-agent", "You are a helpful assistant."); + +// Add DevUI services +builder.AddDevUI(); + +var app = builder.Build(); + +// Map the DevUI endpoint +app.MapDevUI(); + +// Add required endpoints +app.MapEntities(); +app.MapOpenAIResponses(); +app.MapOpenAIConversations(); + +app.Run(); +``` + +Then navigate to `/devui` in your browser. diff --git a/dotnet/samples/GettingStarted/ModelContextProtocol/FoundryAgent_Hosted_MCP/FoundryAgent_Hosted_MCP.csproj b/dotnet/samples/GettingStarted/ModelContextProtocol/FoundryAgent_Hosted_MCP/FoundryAgent_Hosted_MCP.csproj index b8d701fbcd0..11c7beb3bf7 100644 --- a/dotnet/samples/GettingStarted/ModelContextProtocol/FoundryAgent_Hosted_MCP/FoundryAgent_Hosted_MCP.csproj +++ b/dotnet/samples/GettingStarted/ModelContextProtocol/FoundryAgent_Hosted_MCP/FoundryAgent_Hosted_MCP.csproj @@ -14,7 +14,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/Agents/CustomAgentExecutors/CustomAgentExecutors.csproj b/dotnet/samples/GettingStarted/Workflows/Agents/CustomAgentExecutors/CustomAgentExecutors.csproj index 354163794e4..51b18bdeb22 100644 --- a/dotnet/samples/GettingStarted/Workflows/Agents/CustomAgentExecutors/CustomAgentExecutors.csproj +++ b/dotnet/samples/GettingStarted/Workflows/Agents/CustomAgentExecutors/CustomAgentExecutors.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/Agents/FoundryAgent/FoundryAgent.csproj b/dotnet/samples/GettingStarted/Workflows/Agents/FoundryAgent/FoundryAgent.csproj index 1d24b7253bb..888274205a7 100644 --- a/dotnet/samples/GettingStarted/Workflows/Agents/FoundryAgent/FoundryAgent.csproj +++ b/dotnet/samples/GettingStarted/Workflows/Agents/FoundryAgent/FoundryAgent.csproj @@ -15,7 +15,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowAsAnAgent.csproj b/dotnet/samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowAsAnAgent.csproj index 354163794e4..51b18bdeb22 100644 --- a/dotnet/samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowAsAnAgent.csproj +++ b/dotnet/samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowAsAnAgent.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowFactory.cs b/dotnet/samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowFactory.cs index 736c51d555c..653ebdf4c2d 100644 --- a/dotnet/samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowFactory.cs +++ b/dotnet/samples/GettingStarted/Workflows/Agents/WorkflowAsAnAgent/WorkflowFactory.cs @@ -23,8 +23,8 @@ internal static Workflow BuildWorkflow(IChatClient chatClient) // Build the workflow by adding executors and connecting them return new WorkflowBuilder(startExecutor) - .AddFanOutEdge(startExecutor, targets: [frenchAgent, englishAgent]) - .AddFanInEdge(aggregationExecutor, sources: [frenchAgent, englishAgent]) + .AddFanOutEdge(startExecutor, [frenchAgent, englishAgent]) + .AddFanInEdge([frenchAgent, englishAgent], aggregationExecutor) .WithOutputFrom(aggregationExecutor) .Build(); } diff --git a/dotnet/samples/GettingStarted/Workflows/Concurrent/Concurrent/Concurrent.csproj b/dotnet/samples/GettingStarted/Workflows/Concurrent/Concurrent/Concurrent.csproj index e11fd9fa9a5..3f3fe6d56ca 100644 --- a/dotnet/samples/GettingStarted/Workflows/Concurrent/Concurrent/Concurrent.csproj +++ b/dotnet/samples/GettingStarted/Workflows/Concurrent/Concurrent/Concurrent.csproj @@ -15,7 +15,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/Concurrent/Concurrent/Program.cs b/dotnet/samples/GettingStarted/Workflows/Concurrent/Concurrent/Program.cs index e1f71e23116..c839149d6c1 100644 --- a/dotnet/samples/GettingStarted/Workflows/Concurrent/Concurrent/Program.cs +++ b/dotnet/samples/GettingStarted/Workflows/Concurrent/Concurrent/Program.cs @@ -52,8 +52,8 @@ private static async Task Main() // Build the workflow by adding executors and connecting them var workflow = new WorkflowBuilder(startExecutor) - .AddFanOutEdge(startExecutor, targets: [physicist, chemist]) - .AddFanInEdge(aggregationExecutor, sources: [physicist, chemist]) + .AddFanOutEdge(startExecutor, [physicist, chemist]) + .AddFanInEdge([physicist, chemist], aggregationExecutor) .WithOutputFrom(aggregationExecutor) .Build(); diff --git a/dotnet/samples/GettingStarted/Workflows/Concurrent/MapReduce/Program.cs b/dotnet/samples/GettingStarted/Workflows/Concurrent/MapReduce/Program.cs index 9fd4b66e70f..1b36b3eeb06 100644 --- a/dotnet/samples/GettingStarted/Workflows/Concurrent/MapReduce/Program.cs +++ b/dotnet/samples/GettingStarted/Workflows/Concurrent/MapReduce/Program.cs @@ -62,10 +62,10 @@ public static Workflow BuildWorkflow() // Step 4: Build the concurrent workflow with fan-out/fan-in pattern return new WorkflowBuilder(splitter) - .AddFanOutEdge(splitter, targets: [.. mappers]) // Split -> many mappers - .AddFanInEdge(shuffler, sources: [.. mappers]) // All mappers -> shuffle - .AddFanOutEdge(shuffler, targets: [.. reducers]) // Shuffle -> many reducers - .AddFanInEdge(completion, sources: [.. reducers]) // All reducers -> completion + .AddFanOutEdge(splitter, [.. mappers]) // Split -> many mappers + .AddFanInEdge([.. mappers], shuffler) // All mappers -> shuffle + .AddFanOutEdge(shuffler, [.. reducers]) // Shuffle -> many reducers + .AddFanInEdge([.. reducers], completion) // All reducers -> completion .WithOutputFrom(completion) .Build(); } diff --git a/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/01_EdgeCondition/01_EdgeCondition.csproj b/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/01_EdgeCondition/01_EdgeCondition.csproj index 76f9509ee17..17b1cb882ac 100644 --- a/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/01_EdgeCondition/01_EdgeCondition.csproj +++ b/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/01_EdgeCondition/01_EdgeCondition.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/02_SwitchCase/02_SwitchCase.csproj b/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/02_SwitchCase/02_SwitchCase.csproj index 76f9509ee17..17b1cb882ac 100644 --- a/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/02_SwitchCase/02_SwitchCase.csproj +++ b/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/02_SwitchCase/02_SwitchCase.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/03_MultiSelection/03_MultiSelection.csproj b/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/03_MultiSelection/03_MultiSelection.csproj index 76f9509ee17..17b1cb882ac 100644 --- a/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/03_MultiSelection/03_MultiSelection.csproj +++ b/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/03_MultiSelection/03_MultiSelection.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/03_MultiSelection/Program.cs b/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/03_MultiSelection/Program.cs index 15746f727e6..9d340cbae3b 100644 --- a/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/03_MultiSelection/Program.cs +++ b/dotnet/samples/GettingStarted/Workflows/ConditionalEdges/03_MultiSelection/Program.cs @@ -60,13 +60,13 @@ private static async Task Main() WorkflowBuilder builder = new(emailAnalysisExecutor); builder.AddFanOutEdge( emailAnalysisExecutor, - targets: [ + [ handleSpamExecutor, emailAssistantExecutor, emailSummaryExecutor, handleUncertainExecutor, ], - partitioner: GetPartitioner() + GetTargetAssigner() ) // After the email assistant writes a response, it will be sent to the send email executor .AddEdge(emailAssistantExecutor, sendEmailExecutor) @@ -105,7 +105,7 @@ private static async Task Main() /// Creates a partitioner for routing messages based on the analysis result. /// /// A function that takes an analysis result and returns the target partitions. - private static Func> GetPartitioner() + private static Func> GetTargetAssigner() { return (analysisResult, targetCount) => { diff --git a/dotnet/samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowAsAnAgentObservability.csproj b/dotnet/samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowAsAnAgentObservability.csproj index 17c44eeb759..2193722d261 100644 --- a/dotnet/samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowAsAnAgentObservability.csproj +++ b/dotnet/samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowAsAnAgentObservability.csproj @@ -20,7 +20,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowHelper.cs b/dotnet/samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowHelper.cs index 816dce50d0f..8069a3e88ed 100644 --- a/dotnet/samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowHelper.cs +++ b/dotnet/samples/GettingStarted/Workflows/Observability/WorkflowAsAnAgent/WorkflowHelper.cs @@ -24,8 +24,8 @@ internal static Workflow GetWorkflow(IChatClient chatClient, string sourceName) // Build the workflow by adding executors and connecting them return new WorkflowBuilder(startExecutor) - .AddFanOutEdge(startExecutor, targets: [frenchAgent, englishAgent]) - .AddFanInEdge(aggregationExecutor, sources: [frenchAgent, englishAgent]) + .AddFanOutEdge(startExecutor, [frenchAgent, englishAgent]) + .AddFanInEdge([frenchAgent, englishAgent], aggregationExecutor) .WithOutputFrom(aggregationExecutor) .Build(); } diff --git a/dotnet/samples/GettingStarted/Workflows/SharedStates/Program.cs b/dotnet/samples/GettingStarted/Workflows/SharedStates/Program.cs index 6f4cfdf38ba..b7cbc25515f 100644 --- a/dotnet/samples/GettingStarted/Workflows/SharedStates/Program.cs +++ b/dotnet/samples/GettingStarted/Workflows/SharedStates/Program.cs @@ -26,8 +26,8 @@ private static async Task Main() // Build the workflow by connecting executors sequentially var workflow = new WorkflowBuilder(fileRead) - .AddFanOutEdge(fileRead, targets: [wordCount, paragraphCount]) - .AddFanInEdge(aggregate, sources: [wordCount, paragraphCount]) + .AddFanOutEdge(fileRead, [wordCount, paragraphCount]) + .AddFanInEdge([wordCount, paragraphCount], aggregate) .WithOutputFrom(aggregate) .Build(); diff --git a/dotnet/samples/GettingStarted/Workflows/_Foundational/03_AgentsInWorkflows/03_AgentsInWorkflows.csproj b/dotnet/samples/GettingStarted/Workflows/_Foundational/03_AgentsInWorkflows/03_AgentsInWorkflows.csproj index 354163794e4..51b18bdeb22 100644 --- a/dotnet/samples/GettingStarted/Workflows/_Foundational/03_AgentsInWorkflows/03_AgentsInWorkflows.csproj +++ b/dotnet/samples/GettingStarted/Workflows/_Foundational/03_AgentsInWorkflows/03_AgentsInWorkflows.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/_Foundational/04_AgentWorkflowPatterns/04_AgentWorkflowPatterns.csproj b/dotnet/samples/GettingStarted/Workflows/_Foundational/04_AgentWorkflowPatterns/04_AgentWorkflowPatterns.csproj index 354163794e4..51b18bdeb22 100644 --- a/dotnet/samples/GettingStarted/Workflows/_Foundational/04_AgentWorkflowPatterns/04_AgentWorkflowPatterns.csproj +++ b/dotnet/samples/GettingStarted/Workflows/_Foundational/04_AgentWorkflowPatterns/04_AgentWorkflowPatterns.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/_Foundational/05_MultiModelService/05_MultiModelService.csproj b/dotnet/samples/GettingStarted/Workflows/_Foundational/05_MultiModelService/05_MultiModelService.csproj index 1af928d9b8e..ea370c4eaa2 100644 --- a/dotnet/samples/GettingStarted/Workflows/_Foundational/05_MultiModelService/05_MultiModelService.csproj +++ b/dotnet/samples/GettingStarted/Workflows/_Foundational/05_MultiModelService/05_MultiModelService.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/_Foundational/06_SubWorkflows/06_SubWorkflows.csproj b/dotnet/samples/GettingStarted/Workflows/_Foundational/06_SubWorkflows/06_SubWorkflows.csproj index 1ef94de3daa..89b1e4bbe00 100644 --- a/dotnet/samples/GettingStarted/Workflows/_Foundational/06_SubWorkflows/06_SubWorkflows.csproj +++ b/dotnet/samples/GettingStarted/Workflows/_Foundational/06_SubWorkflows/06_SubWorkflows.csproj @@ -10,7 +10,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/_Foundational/07_MixedWorkflowAgentsAndExecutors/07_MixedWorkflowAgentsAndExecutors.csproj b/dotnet/samples/GettingStarted/Workflows/_Foundational/07_MixedWorkflowAgentsAndExecutors/07_MixedWorkflowAgentsAndExecutors.csproj index 354163794e4..51b18bdeb22 100644 --- a/dotnet/samples/GettingStarted/Workflows/_Foundational/07_MixedWorkflowAgentsAndExecutors/07_MixedWorkflowAgentsAndExecutors.csproj +++ b/dotnet/samples/GettingStarted/Workflows/_Foundational/07_MixedWorkflowAgentsAndExecutors/07_MixedWorkflowAgentsAndExecutors.csproj @@ -16,7 +16,7 @@ - + diff --git a/dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/08_WriterCriticWorkflow.csproj b/dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/08_WriterCriticWorkflow.csproj index 3e8f2547d14..24901257c8c 100644 --- a/dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/08_WriterCriticWorkflow.csproj +++ b/dotnet/samples/GettingStarted/Workflows/_Foundational/08_WriterCriticWorkflow/08_WriterCriticWorkflow.csproj @@ -11,7 +11,7 @@ - + diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIAgent.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIAgent.cs new file mode 100644 index 00000000000..e86fac74291 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIAgent.cs @@ -0,0 +1,102 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Net.Http; +using System.Runtime.CompilerServices; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.AGUI.Shared; +using Microsoft.Extensions.AI; +using Microsoft.Shared.Diagnostics; + +namespace Microsoft.Agents.AI.AGUI; + +/// +/// Provides an implementation that communicates with an AG-UI compliant server. +/// +public sealed class AGUIAgent : AIAgent +{ + private readonly AGUIHttpService _client; + + /// + /// Initializes a new instance of the class. + /// + /// The agent ID. + /// Optional description of the agent. + /// The HTTP client to use for communication with the AG-UI server. + /// The URL for the AG-UI server. + public AGUIAgent(string id, string description, HttpClient httpClient, string endpoint) + { + this.Id = Throw.IfNullOrWhitespace(id); + this.Description = description; + this._client = new AGUIHttpService( + httpClient ?? Throw.IfNull(httpClient), + endpoint ?? Throw.IfNullOrEmpty(endpoint)); + } + + /// + public override string Id { get; } + + /// + public override string? Description { get; } + + /// + public override AgentThread GetNewThread() => new AGUIAgentThread(); + + /// + public override AgentThread DeserializeThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null) => + new AGUIAgentThread(serializedThread, jsonSerializerOptions); + + /// + public override async Task RunAsync( + IEnumerable messages, + AgentThread? thread = null, + AgentRunOptions? options = null, + CancellationToken cancellationToken = default) + { + return await this.RunStreamingAsync(messages, thread, null, cancellationToken) + .ToAgentRunResponseAsync(cancellationToken) + .ConfigureAwait(false); + } + + /// + public override async IAsyncEnumerable RunStreamingAsync( + IEnumerable messages, + AgentThread? thread = null, + AgentRunOptions? options = null, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + List updates = []; + + _ = Throw.IfNull(messages); + + if ((thread ?? this.GetNewThread()) is not AGUIAgentThread typedThread) + { + throw new InvalidOperationException("The provided thread is not compatible with the agent. Only threads created by the agent can be used."); + } + + string runId = $"run_{Guid.NewGuid()}"; + + var llmMessages = typedThread.MessageStore.Concat(messages); + + RunAgentInput input = new() + { + ThreadId = typedThread.ThreadId, + RunId = runId, + Messages = llmMessages.AsAGUIMessages(), + }; + + await foreach (var update in this._client.PostRunAsync(input, cancellationToken).AsAgentRunResponseUpdatesAsync(cancellationToken).ConfigureAwait(false)) + { + ChatResponseUpdate chatUpdate = update.AsChatResponseUpdate(); + updates.Add(chatUpdate); + yield return update; + } + + ChatResponse response = updates.ToChatResponse(); + await NotifyThreadOfNewMessagesAsync(typedThread, messages.Concat(response.Messages), cancellationToken).ConfigureAwait(false); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIAgentThread.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIAgentThread.cs new file mode 100644 index 00000000000..5b2f29897a4 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIAgentThread.cs @@ -0,0 +1,61 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using Microsoft.Shared.Diagnostics; + +namespace Microsoft.Agents.AI.AGUI; + +internal sealed class AGUIAgentThread : InMemoryAgentThread +{ + public AGUIAgentThread() + : base() + { + this.ThreadId = Guid.NewGuid().ToString(); + } + + public AGUIAgentThread(JsonElement serializedThreadState, JsonSerializerOptions? jsonSerializerOptions = null) + : base(UnwrapState(serializedThreadState), jsonSerializerOptions) + { + var threadId = serializedThreadState.TryGetProperty(nameof(AGUIAgentThreadState.ThreadId), out var stateElement) + ? stateElement.GetString() + : null; + + if (string.IsNullOrEmpty(threadId)) + { + Throw.InvalidOperationException("Serialized thread is missing required ThreadId."); + } + this.ThreadId = threadId; + } + + private static JsonElement UnwrapState(JsonElement serializedThreadState) + { + var state = serializedThreadState.Deserialize(AGUIJsonSerializerContext.Default.AGUIAgentThreadState); + if (state == null) + { + Throw.InvalidOperationException("Serialized thread is missing required WrappedState."); + } + + return state.WrappedState; + } + + public string ThreadId { get; set; } + + public override JsonElement Serialize(JsonSerializerOptions? jsonSerializerOptions = null) + { + var wrappedState = base.Serialize(jsonSerializerOptions); + var state = new AGUIAgentThreadState + { + ThreadId = this.ThreadId, + WrappedState = wrappedState, + }; + + return JsonSerializer.SerializeToElement(state, AGUIJsonSerializerContext.Default.AGUIAgentThreadState); + } + + internal sealed class AGUIAgentThreadState + { + public string ThreadId { get; set; } = string.Empty; + public JsonElement WrappedState { get; set; } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIHttpService.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIHttpService.cs new file mode 100644 index 00000000000..b81a933e928 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/AGUIHttpService.cs @@ -0,0 +1,52 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.IO; +using System.Net.Http; +using System.Net.Http.Json; +using System.Net.ServerSentEvents; +using System.Runtime.CompilerServices; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.AGUI.Shared; + +namespace Microsoft.Agents.AI.AGUI; + +internal sealed class AGUIHttpService(HttpClient client, string endpoint) +{ + public async IAsyncEnumerable PostRunAsync( + RunAgentInput input, + [EnumeratorCancellation] CancellationToken cancellationToken) + { + using HttpRequestMessage request = new(HttpMethod.Post, endpoint) + { + Content = JsonContent.Create(input, AGUIJsonSerializerContext.Default.RunAgentInput) + }; + + using HttpResponseMessage response = await client.SendAsync( + request, + HttpCompletionOption.ResponseHeadersRead, + cancellationToken).ConfigureAwait(false); + + response.EnsureSuccessStatusCode(); + +#if NET + Stream responseStream = await response.Content.ReadAsStreamAsync(cancellationToken).ConfigureAwait(false); +#else + Stream responseStream = await response.Content.ReadAsStreamAsync().ConfigureAwait(false); +#endif + var items = SseParser.Create(responseStream, ItemParser).EnumerateAsync(cancellationToken); + await foreach (var sseItem in items.ConfigureAwait(false)) + { + yield return sseItem.Data; + } + } + + private static BaseEvent ItemParser(string type, ReadOnlySpan data) + { + return JsonSerializer.Deserialize(data, AGUIJsonSerializerContext.Default.BaseEvent) ?? + throw new InvalidOperationException("Failed to deserialize SSE item."); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Microsoft.Agents.AI.AGUI.csproj b/dotnet/src/Microsoft.Agents.AI.AGUI/Microsoft.Agents.AI.AGUI.csproj new file mode 100644 index 00000000000..34a2dec7eb2 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Microsoft.Agents.AI.AGUI.csproj @@ -0,0 +1,39 @@ + + + + $(ProjectsTargetFrameworks) + $(ProjectsDebugTargetFrameworks) + preview + false + + + + + + true + + + + + Microsoft Agent Framework AG-UI + Provides Microsoft Agent Framework support for Agent-User Interaction (AG-UI) protocol client functionality. + + + + + + + + + + + + + + + + + + + + diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIChatMessageExtensions.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIChatMessageExtensions.cs new file mode 100644 index 00000000000..2b09fb8da2b --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIChatMessageExtensions.cs @@ -0,0 +1,48 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using Microsoft.Extensions.AI; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal static class AGUIChatMessageExtensions +{ + private static readonly ChatRole s_developerChatRole = new("developer"); + + public static IEnumerable AsChatMessages( + this IEnumerable aguiMessages) + { + foreach (var message in aguiMessages) + { + yield return new ChatMessage( + MapChatRole(message.Role), + message.Content); + } + } + + public static IEnumerable AsAGUIMessages( + this IEnumerable chatMessages) + { + foreach (var message in chatMessages) + { + yield return new AGUIMessage + { + Id = message.MessageId, + Role = message.Role.Value, + Content = message.Text, + }; + } + } + + public static ChatRole MapChatRole(string role) => + string.Equals(role, AGUIRoles.System, StringComparison.OrdinalIgnoreCase) ? ChatRole.System : + string.Equals(role, AGUIRoles.User, StringComparison.OrdinalIgnoreCase) ? ChatRole.User : + string.Equals(role, AGUIRoles.Assistant, StringComparison.OrdinalIgnoreCase) ? ChatRole.Assistant : + string.Equals(role, AGUIRoles.Developer, StringComparison.OrdinalIgnoreCase) ? s_developerChatRole : + throw new InvalidOperationException($"Unknown chat role: {role}"); +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIEventTypes.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIEventTypes.cs new file mode 100644 index 00000000000..74ff3da37f3 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIEventTypes.cs @@ -0,0 +1,22 @@ +// Copyright (c) Microsoft. All rights reserved. + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal static class AGUIEventTypes +{ + public const string RunStarted = "RUN_STARTED"; + + public const string RunFinished = "RUN_FINISHED"; + + public const string RunError = "RUN_ERROR"; + + public const string TextMessageStart = "TEXT_MESSAGE_START"; + + public const string TextMessageContent = "TEXT_MESSAGE_CONTENT"; + + public const string TextMessageEnd = "TEXT_MESSAGE_END"; +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIJsonSerializerContext.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIJsonSerializerContext.cs new file mode 100644 index 00000000000..fa2e0ced1a0 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIJsonSerializerContext.cs @@ -0,0 +1,29 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +#if ASPNETCORE +using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; + +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore; +#else +using Microsoft.Agents.AI.AGUI.Shared; + +namespace Microsoft.Agents.AI.AGUI; +#endif + +[JsonSourceGenerationOptions(WriteIndented = false, DefaultIgnoreCondition = JsonIgnoreCondition.Never)] +[JsonSerializable(typeof(RunAgentInput))] +[JsonSerializable(typeof(BaseEvent))] +[JsonSerializable(typeof(RunStartedEvent))] +[JsonSerializable(typeof(RunFinishedEvent))] +[JsonSerializable(typeof(RunErrorEvent))] +[JsonSerializable(typeof(TextMessageStartEvent))] +[JsonSerializable(typeof(TextMessageContentEvent))] +[JsonSerializable(typeof(TextMessageEndEvent))] +#if !ASPNETCORE +[JsonSerializable(typeof(AGUIAgentThread.AGUIAgentThreadState))] +#endif +internal partial class AGUIJsonSerializerContext : JsonSerializerContext +{ +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIMessage.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIMessage.cs new file mode 100644 index 00000000000..b32c1efcfa4 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIMessage.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal sealed class AGUIMessage +{ + [JsonPropertyName("id")] + public string? Id { get; set; } + + [JsonPropertyName("role")] + public string Role { get; set; } = string.Empty; + + [JsonPropertyName("content")] + public string Content { get; set; } = string.Empty; +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIRoles.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIRoles.cs new file mode 100644 index 00000000000..fe67224efeb --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AGUIRoles.cs @@ -0,0 +1,18 @@ +// Copyright (c) Microsoft. All rights reserved. + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal static class AGUIRoles +{ + public const string System = "system"; + + public const string User = "user"; + + public const string Assistant = "assistant"; + + public const string Developer = "developer"; +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AgentRunResponseUpdateAGUIExtensions.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AgentRunResponseUpdateAGUIExtensions.cs new file mode 100644 index 00000000000..59755d7b5a4 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/AgentRunResponseUpdateAGUIExtensions.cs @@ -0,0 +1,161 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Runtime.CompilerServices; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Extensions.AI; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal static class AgentRunResponseUpdateAGUIExtensions +{ +#if !ASPNETCORE + public static async IAsyncEnumerable AsAgentRunResponseUpdatesAsync( + this IAsyncEnumerable events, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + string? currentMessageId = null; + ChatRole currentRole = default!; + string? conversationId = null; + string? responseId = null; + await foreach (var evt in events.WithCancellation(cancellationToken).ConfigureAwait(false)) + { + switch (evt) + { + case RunStartedEvent runStarted: + conversationId = runStarted.ThreadId; + responseId = runStarted.RunId; + yield return new AgentRunResponseUpdate(new ChatResponseUpdate( + ChatRole.Assistant, + []) + { + ConversationId = conversationId, + ResponseId = responseId, + CreatedAt = DateTimeOffset.UtcNow + }); + break; + case RunFinishedEvent runFinished: + if (!string.Equals(runFinished.ThreadId, conversationId, StringComparison.Ordinal)) + { + throw new InvalidOperationException($"The run finished event didn't match the run started event thread ID: {runFinished.ThreadId}, {conversationId}"); + } + if (!string.Equals(runFinished.RunId, responseId, StringComparison.Ordinal)) + { + throw new InvalidOperationException($"The run finished event didn't match the run started event run ID: {runFinished.RunId}, {responseId}"); + } + yield return new AgentRunResponseUpdate(new ChatResponseUpdate( + ChatRole.Assistant, runFinished.Result?.GetRawText()) + { + ConversationId = conversationId, + ResponseId = responseId, + CreatedAt = DateTimeOffset.UtcNow + }); + break; + case RunErrorEvent runError: + yield return new AgentRunResponseUpdate(new ChatResponseUpdate( + ChatRole.Assistant, + [(new ErrorContent(runError.Message) { ErrorCode = runError.Code })])); + break; + case TextMessageStartEvent textStart: + if (currentRole != default || currentMessageId != null) + { + throw new InvalidOperationException("Received TextMessageStartEvent while another message is being processed."); + } + + currentRole = AGUIChatMessageExtensions.MapChatRole(textStart.Role); + currentMessageId = textStart.MessageId; + break; + case TextMessageContentEvent textContent: + yield return new AgentRunResponseUpdate(new ChatResponseUpdate( + currentRole, + textContent.Delta) + { + ConversationId = conversationId, + ResponseId = responseId, + MessageId = textContent.MessageId, + CreatedAt = DateTimeOffset.UtcNow + }); + break; + case TextMessageEndEvent textEnd: + if (currentMessageId != textEnd.MessageId) + { + throw new InvalidOperationException("Received TextMessageEndEvent for a different message than the current one."); + } + currentRole = default!; + currentMessageId = null; + break; + } + } + } +#endif + + public static async IAsyncEnumerable AsAGUIEventStreamAsync( + this IAsyncEnumerable updates, + string threadId, + string runId, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + yield return new RunStartedEvent + { + ThreadId = threadId, + RunId = runId + }; + + string? currentMessageId = null; + await foreach (var update in updates.WithCancellation(cancellationToken).ConfigureAwait(false)) + { + var chatResponse = update.AsChatResponseUpdate(); + if (chatResponse is { Contents.Count: > 0 } && chatResponse.Contents[0] is TextContent && !string.Equals(currentMessageId, chatResponse.MessageId, StringComparison.Ordinal)) + { + // End the previous message if there was one + if (currentMessageId is not null) + { + yield return new TextMessageEndEvent + { + MessageId = currentMessageId + }; + } + + // Start the new message + yield return new TextMessageStartEvent + { + MessageId = chatResponse.MessageId!, + Role = chatResponse.Role!.Value.Value + }; + + currentMessageId = chatResponse.MessageId; + } + + // Emit text content if present + if (chatResponse is { Contents.Count: > 0 } && chatResponse.Contents[0] is TextContent textContent) + { + yield return new TextMessageContentEvent + { + MessageId = chatResponse.MessageId!, + Delta = textContent.Text ?? string.Empty + }; + } + } + + // End the last message if there was one + if (currentMessageId is not null) + { + yield return new TextMessageEndEvent + { + MessageId = currentMessageId + }; + } + + yield return new RunFinishedEvent + { + ThreadId = threadId, + RunId = runId, + }; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/BaseEvent.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/BaseEvent.cs new file mode 100644 index 00000000000..f68698a5c9d --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/BaseEvent.cs @@ -0,0 +1,16 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +[JsonConverter(typeof(BaseEventJsonConverter))] +internal abstract class BaseEvent +{ + [JsonPropertyName("type")] + public string Type { get; set; } = string.Empty; +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/BaseEventJsonConverter.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/BaseEventJsonConverter.cs new file mode 100644 index 00000000000..58624ac45ce --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/BaseEventJsonConverter.cs @@ -0,0 +1,103 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +/// +/// Custom JSON converter for polymorphic deserialization of BaseEvent and its derived types. +/// Uses the "type" property as a discriminator to determine the concrete type to deserialize. +/// +internal sealed class BaseEventJsonConverter : JsonConverter +{ + private const string TypeDiscriminatorPropertyName = "type"; + + public override bool CanConvert(Type typeToConvert) => + typeof(BaseEvent).IsAssignableFrom(typeToConvert); + + public override BaseEvent Read( + ref Utf8JsonReader reader, + Type typeToConvert, + JsonSerializerOptions options) + { + // Parse the JSON into a JsonDocument to inspect properties + using JsonDocument document = JsonDocument.ParseValue(ref reader); + JsonElement jsonElement = document.RootElement.Clone(); + + // Try to get the discriminator property + if (!jsonElement.TryGetProperty(TypeDiscriminatorPropertyName, out JsonElement discriminatorElement)) + { + throw new JsonException($"Missing required property '{TypeDiscriminatorPropertyName}' for BaseEvent deserialization"); + } + + string? discriminator = discriminatorElement.GetString(); + +#if ASPNETCORE + AGUIJsonSerializerContext context = (AGUIJsonSerializerContext)options.TypeInfoResolver!; +#else + AGUIJsonSerializerContext context = AGUIJsonSerializerContext.Default; +#endif + + // Map discriminator to concrete type and deserialize using the serializer context + BaseEvent? result = discriminator switch + { + AGUIEventTypes.RunStarted => jsonElement.Deserialize(context.RunStartedEvent), + AGUIEventTypes.RunFinished => jsonElement.Deserialize(context.RunFinishedEvent), + AGUIEventTypes.RunError => jsonElement.Deserialize(context.RunErrorEvent), + AGUIEventTypes.TextMessageStart => jsonElement.Deserialize(context.TextMessageStartEvent), + AGUIEventTypes.TextMessageContent => jsonElement.Deserialize(context.TextMessageContentEvent), + AGUIEventTypes.TextMessageEnd => jsonElement.Deserialize(context.TextMessageEndEvent), + _ => throw new JsonException($"Unknown BaseEvent type discriminator: '{discriminator}'") + }; + + if (result == null) + { + throw new JsonException($"Failed to deserialize BaseEvent with type discriminator: '{discriminator}'"); + } + + return result; + } + + public override void Write( + Utf8JsonWriter writer, + BaseEvent value, + JsonSerializerOptions options) + { +#if ASPNETCORE + AGUIJsonSerializerContext context = (AGUIJsonSerializerContext)options.TypeInfoResolver!; +#else + AGUIJsonSerializerContext context = AGUIJsonSerializerContext.Default; +#endif + + // Serialize the concrete type directly using the serializer context + switch (value) + { + case RunStartedEvent runStarted: + JsonSerializer.Serialize(writer, runStarted, context.RunStartedEvent); + break; + case RunFinishedEvent runFinished: + JsonSerializer.Serialize(writer, runFinished, context.RunFinishedEvent); + break; + case RunErrorEvent runError: + JsonSerializer.Serialize(writer, runError, context.RunErrorEvent); + break; + case TextMessageStartEvent textStart: + JsonSerializer.Serialize(writer, textStart, context.TextMessageStartEvent); + break; + case TextMessageContentEvent textContent: + JsonSerializer.Serialize(writer, textContent, context.TextMessageContentEvent); + break; + case TextMessageEndEvent textEnd: + JsonSerializer.Serialize(writer, textEnd, context.TextMessageEndEvent); + break; + default: + throw new JsonException($"Unknown BaseEvent type: {value.GetType().Name}"); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunAgentInput.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunAgentInput.cs new file mode 100644 index 00000000000..ad0d41cd8d1 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunAgentInput.cs @@ -0,0 +1,35 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Text.Json; +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal sealed class RunAgentInput +{ + [JsonPropertyName("threadId")] + public string ThreadId { get; set; } = string.Empty; + + [JsonPropertyName("runId")] + public string RunId { get; set; } = string.Empty; + + [JsonPropertyName("state")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingDefault)] + public JsonElement State { get; set; } + + [JsonPropertyName("messages")] + public IEnumerable Messages { get; set; } = []; + + [JsonPropertyName("context")] + public Dictionary Context { get; set; } = new(StringComparer.Ordinal); + + [JsonPropertyName("forwardedProperties")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingDefault)] + public JsonElement ForwardedProperties { get; set; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunErrorEvent.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunErrorEvent.cs new file mode 100644 index 00000000000..078f22cc623 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunErrorEvent.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal sealed class RunErrorEvent : BaseEvent +{ + public RunErrorEvent() + { + this.Type = AGUIEventTypes.RunError; + } + + [JsonPropertyName("message")] + public string Message { get; set; } = string.Empty; + + [JsonPropertyName("code")] + public string? Code { get; set; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunFinishedEvent.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunFinishedEvent.cs new file mode 100644 index 00000000000..54aebaa3331 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunFinishedEvent.cs @@ -0,0 +1,27 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json; +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal sealed class RunFinishedEvent : BaseEvent +{ + public RunFinishedEvent() + { + this.Type = AGUIEventTypes.RunFinished; + } + + [JsonPropertyName("threadId")] + public string ThreadId { get; set; } = string.Empty; + + [JsonPropertyName("runId")] + public string RunId { get; set; } = string.Empty; + + [JsonPropertyName("result")] + public JsonElement? Result { get; set; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunStartedEvent.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunStartedEvent.cs new file mode 100644 index 00000000000..2d0d2259bbc --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/RunStartedEvent.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal sealed class RunStartedEvent : BaseEvent +{ + public RunStartedEvent() + { + this.Type = AGUIEventTypes.RunStarted; + } + + [JsonPropertyName("threadId")] + public string ThreadId { get; set; } = string.Empty; + + [JsonPropertyName("runId")] + public string RunId { get; set; } = string.Empty; +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageContentEvent.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageContentEvent.cs new file mode 100644 index 00000000000..7c0c3150555 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageContentEvent.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal sealed class TextMessageContentEvent : BaseEvent +{ + public TextMessageContentEvent() + { + this.Type = AGUIEventTypes.TextMessageContent; + } + + [JsonPropertyName("messageId")] + public string MessageId { get; set; } = string.Empty; + + [JsonPropertyName("delta")] + public string Delta { get; set; } = string.Empty; +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageEndEvent.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageEndEvent.cs new file mode 100644 index 00000000000..0c12363859f --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageEndEvent.cs @@ -0,0 +1,20 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal sealed class TextMessageEndEvent : BaseEvent +{ + public TextMessageEndEvent() + { + this.Type = AGUIEventTypes.TextMessageEnd; + } + + [JsonPropertyName("messageId")] + public string MessageId { get; set; } = string.Empty; +} diff --git a/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageStartEvent.cs b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageStartEvent.cs new file mode 100644 index 00000000000..cd6fad7de90 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.AGUI/Shared/TextMessageStartEvent.cs @@ -0,0 +1,23 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +#if ASPNETCORE +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +#else +namespace Microsoft.Agents.AI.AGUI.Shared; +#endif + +internal sealed class TextMessageStartEvent : BaseEvent +{ + public TextMessageStartEvent() + { + this.Type = AGUIEventTypes.TextMessageStart; + } + + [JsonPropertyName("messageId")] + public string MessageId { get; set; } = string.Empty; + + [JsonPropertyName("role")] + public string Role { get; set; } = string.Empty; +} diff --git a/dotnet/src/Microsoft.Agents.AI.AzureAI/Microsoft.Agents.AI.AzureAI.csproj b/dotnet/src/Microsoft.Agents.AI.AzureAI.Persistent/Microsoft.Agents.AI.AzureAI.Persistent.csproj similarity index 100% rename from dotnet/src/Microsoft.Agents.AI.AzureAI/Microsoft.Agents.AI.AzureAI.csproj rename to dotnet/src/Microsoft.Agents.AI.AzureAI.Persistent/Microsoft.Agents.AI.AzureAI.Persistent.csproj diff --git a/dotnet/src/Microsoft.Agents.AI.AzureAI/PersistentAgentsClientExtensions.cs b/dotnet/src/Microsoft.Agents.AI.AzureAI.Persistent/PersistentAgentsClientExtensions.cs similarity index 100% rename from dotnet/src/Microsoft.Agents.AI.AzureAI/PersistentAgentsClientExtensions.cs rename to dotnet/src/Microsoft.Agents.AI.AzureAI.Persistent/PersistentAgentsClientExtensions.cs diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/DevUIExtensions.cs b/dotnet/src/Microsoft.Agents.AI.DevUI/DevUIExtensions.cs new file mode 100644 index 00000000000..4a85de121a9 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/DevUIExtensions.cs @@ -0,0 +1,70 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; + +namespace Microsoft.Agents.AI.DevUI; + +/// +/// Provides helper methods for configuring the Microsoft Agents AI DevUI in ASP.NET applications. +/// +public static class DevUIExtensions +{ + /// + /// Adds the necessary services for the DevUI to the application builder. + /// + public static IHostApplicationBuilder AddDevUI(this IHostApplicationBuilder builder) + { + ArgumentNullException.ThrowIfNull(builder); + builder.Services.AddOpenAIConversations(); + builder.Services.AddOpenAIResponses(); + + return builder; + } + + /// + /// Maps an endpoint that serves the DevUI from the '/devui' path. + /// + /// The to add the endpoint to. + /// A that can be used to add authorization or other endpoint configuration. + /// Thrown when is null. + public static IEndpointConventionBuilder MapDevUI( + this IEndpointRouteBuilder endpoints) + { + var group = endpoints.MapGroup(""); + group.MapDevUI(pattern: "/devui"); + group.MapEntities(); + group.MapOpenAIConversations(); + group.MapOpenAIResponses(); + return group; + } + + /// + /// Maps an endpoint that serves the DevUI. + /// + /// The to add the endpoint to. + /// + /// The route pattern for the endpoint (e.g., "/devui", "/agent-ui"). + /// Defaults to "/devui" if not specified. This is the path where DevUI will be accessible. + /// + /// A that can be used to add authorization or other endpoint configuration. + /// Thrown when is null. + /// Thrown when is null or whitespace. + internal static IEndpointConventionBuilder MapDevUI( + this IEndpointRouteBuilder endpoints, + [StringSyntax("Route")] string pattern = "/devui") + { + ArgumentNullException.ThrowIfNull(endpoints); + ArgumentException.ThrowIfNullOrWhiteSpace(pattern); + + // Ensure the pattern doesn't end with a slash for consistency + var cleanPattern = pattern.TrimEnd('/'); + + // Create the DevUI handler + var logger = endpoints.ServiceProvider.GetRequiredService>(); + var devUIHandler = new DevUIMiddleware(logger, cleanPattern); + + return endpoints.MapGet($"{cleanPattern}/{{*path}}", devUIHandler.HandleRequestAsync) + .WithName($"DevUI at {cleanPattern}") + .WithDescription("Interactive developer interface for Microsoft Agent Framework"); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/DevUIMiddleware.cs b/dotnet/src/Microsoft.Agents.AI.DevUI/DevUIMiddleware.cs new file mode 100644 index 00000000000..fc6dd512ecd --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/DevUIMiddleware.cs @@ -0,0 +1,236 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Frozen; +using System.IO.Compression; +using System.Reflection; +using System.Security.Cryptography; +using Microsoft.AspNetCore.StaticFiles; +using Microsoft.Extensions.Primitives; +using Microsoft.Net.Http.Headers; + +namespace Microsoft.Agents.AI.DevUI; + +/// +/// Handler that serves embedded DevUI resource files from the 'resources' directory. +/// +internal sealed class DevUIMiddleware +{ + private const string GZipEncodingValue = "gzip"; + private static readonly StringValues s_gzipEncodingHeader = new(GZipEncodingValue); + private static readonly Assembly s_assembly = typeof(DevUIMiddleware).Assembly; + private static readonly FileExtensionContentTypeProvider s_contentTypeProvider = new(); + private static readonly StringValues s_cacheControl = new(new CacheControlHeaderValue() + { + NoCache = true, + NoStore = true, + }.ToString()); + + private readonly ILogger _logger; + private readonly FrozenDictionary _resourceCache; + private readonly string _basePath; + + /// + /// Initializes a new instance of the class. + /// + /// The logger instance. + /// The base path where DevUI is mounted. + public DevUIMiddleware(ILogger logger, string basePath) + { + ArgumentNullException.ThrowIfNull(logger); + ArgumentException.ThrowIfNullOrEmpty(basePath); + this._logger = logger; + this._basePath = basePath.TrimEnd('/'); + + // Build resource cache + var resourceNamePrefix = $"{s_assembly.GetName().Name}.resources."; + this._resourceCache = s_assembly + .GetManifestResourceNames() + .Where(p => p.StartsWith(resourceNamePrefix, StringComparison.Ordinal)) + .ToFrozenDictionary( + p => p[resourceNamePrefix.Length..].Replace('.', '/'), + CreateResourceEntry, + StringComparer.OrdinalIgnoreCase); + } + + /// + /// Handles an HTTP request for DevUI resources. + /// + /// The HTTP context. + public async Task HandleRequestAsync(HttpContext context) + { + var path = context.Request.Path.Value; + + if (path == null) + { + context.Response.StatusCode = StatusCodes.Status404NotFound; + return; + } + + // If requesting the base path without a trailing slash, redirect to include it + // This ensures relative URLs in the HTML work correctly + if (string.Equals(path, this._basePath, StringComparison.OrdinalIgnoreCase) && !path.EndsWith('/')) + { + var redirectUrl = $"{path}/"; + if (context.Request.QueryString.HasValue) + { + redirectUrl += context.Request.QueryString.Value; + } + + context.Response.StatusCode = StatusCodes.Status301MovedPermanently; + context.Response.Headers.Location = redirectUrl; + this._logger.LogDebug("Redirecting {OriginalPath} to {RedirectUrl}", path, redirectUrl); + return; + } + + // Remove the base path to get the resource path + var resourcePath = path.StartsWith(this._basePath, StringComparison.OrdinalIgnoreCase) + ? path.Substring(this._basePath.Length).TrimStart('/') + : path.TrimStart('/'); + + // If requesting the base path, serve index.html + if (string.IsNullOrEmpty(resourcePath)) + { + resourcePath = "index.html"; + } + + // Try to serve the embedded resource + if (await this.TryServeResourceAsync(context, resourcePath).ConfigureAwait(false)) + { + return; + } + + // If resource not found, try serving index.html for client-side routing + if (!resourcePath.Contains('.', StringComparison.Ordinal) || resourcePath.EndsWith('/')) + { + if (await this.TryServeResourceAsync(context, "index.html").ConfigureAwait(false)) + { + return; + } + } + + // Resource not found + context.Response.StatusCode = StatusCodes.Status404NotFound; + } + + private async Task TryServeResourceAsync(HttpContext context, string resourcePath) + { + try + { + if (!this._resourceCache.TryGetValue(resourcePath.Replace('.', '/'), out var cacheEntry)) + { + this._logger.LogDebug("Embedded resource not found: {ResourcePath}", resourcePath); + return false; + } + + var response = context.Response; + + // Check if client has cached version + if (context.Request.Headers.IfNoneMatch == cacheEntry.ETag) + { + response.StatusCode = StatusCodes.Status304NotModified; + this._logger.LogDebug("Resource not modified (304): {ResourcePath}", resourcePath); + return true; + } + + var responseHeaders = response.Headers; + + byte[] content; + bool serveCompressed; + if (cacheEntry.CompressedContent is not null && IsGZipAccepted(context.Request)) + { + serveCompressed = true; + responseHeaders.ContentEncoding = s_gzipEncodingHeader; + responseHeaders.ContentLength = cacheEntry.CompressedContent.Length; + content = cacheEntry.CompressedContent; + } + else + { + serveCompressed = false; + responseHeaders.ContentLength = cacheEntry.DecompressedContent!.Length; + content = cacheEntry.DecompressedContent; + } + + responseHeaders.CacheControl = s_cacheControl; + responseHeaders.ContentType = cacheEntry.ContentType; + responseHeaders.ETag = cacheEntry.ETag; + + await response.Body.WriteAsync(content, context.RequestAborted).ConfigureAwait(false); + + this._logger.LogDebug("Served embedded resource: {ResourcePath} (compressed: {Compressed})", resourcePath, serveCompressed); + return true; + } + catch (Exception ex) + { + this._logger.LogError(ex, "Error serving embedded resource: {ResourcePath}", resourcePath); + return false; + } + } + + private static bool IsGZipAccepted(HttpRequest httpRequest) + { + if (httpRequest.GetTypedHeaders().AcceptEncoding is not { Count: > 0 } acceptEncoding) + { + return false; + } + + for (int i = 0; i < acceptEncoding.Count; i++) + { + var encoding = acceptEncoding[i]; + + if (encoding.Quality is not 0 && + string.Equals(encoding.Value.Value, GZipEncodingValue, StringComparison.OrdinalIgnoreCase)) + { + return true; + } + } + + return false; + } + + private static ResourceEntry CreateResourceEntry(string resourceName) + { + using var resourceStream = s_assembly.GetManifestResourceStream(resourceName)!; + using var decompressedContent = new MemoryStream(); + + // Read and cache the original resource content + resourceStream.CopyTo(decompressedContent); + var decompressedArray = decompressedContent.ToArray(); + + // Compress the content + using var compressedContent = new MemoryStream(); + using (var gzip = new GZipStream(compressedContent, CompressionMode.Compress, leaveOpen: true)) + { + // This is a synchronous write to a memory stream. + // There is no benefit to asynchrony here. + gzip.Write(decompressedArray); + } + + // Only use compression if it actually reduces size + byte[]? compressedArray = compressedContent.Length < decompressedArray.Length + ? compressedContent.ToArray() + : null; + + var hash = SHA256.HashData(compressedArray ?? decompressedArray); + var eTag = $"\"{Convert.ToBase64String(hash)}\""; + + // Determine content type from resource name + var contentType = s_contentTypeProvider.TryGetContentType(resourceName, out var ct) + ? ct + : "application/octet-stream"; + + return new ResourceEntry(resourceName, decompressedArray, compressedArray, eTag, contentType); + } + + private sealed class ResourceEntry(string resourceName, byte[] decompressedContent, byte[]? compressedContent, string eTag, string contentType) + { + public byte[]? CompressedContent { get; } = compressedContent; + + public string ContentType { get; } = contentType; + + public byte[] DecompressedContent { get; } = decompressedContent; + + public string ETag { get; } = eTag; + + public string ResourceName { get; } = resourceName; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/EntitiesJsonContext.cs b/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/EntitiesJsonContext.cs new file mode 100644 index 00000000000..fc8bbe3864c --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/EntitiesJsonContext.cs @@ -0,0 +1,24 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.DevUI.Entities; + +/// +/// JSON serialization context for entity-related types. +/// Enables AOT-compatible JSON serialization using source generators. +/// +[JsonSourceGenerationOptions( + JsonSerializerDefaults.Web, + DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull)] +[JsonSerializable(typeof(EntityInfo))] +[JsonSerializable(typeof(DiscoveryResponse))] +[JsonSerializable(typeof(EnvVarRequirement))] +[JsonSerializable(typeof(List))] +[JsonSerializable(typeof(List))] +[JsonSerializable(typeof(Dictionary))] +[JsonSerializable(typeof(JsonElement))] +[ExcludeFromCodeCoverage] +internal sealed partial class EntitiesJsonContext : JsonSerializerContext; diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/EntityInfo.cs b/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/EntityInfo.cs new file mode 100644 index 00000000000..8b5e4e54929 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/EntityInfo.cs @@ -0,0 +1,83 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.DevUI.Entities; + +/// +/// Information about an environment variable required by an entity. +/// +internal sealed record EnvVarRequirement( + [property: JsonPropertyName("name")] + string Name, + + [property: JsonPropertyName("description")] + string? Description = null, + + [property: JsonPropertyName("required")] + bool Required = true, + + [property: JsonPropertyName("example")] + string? Example = null +); + +/// +/// Information about an entity (agent or workflow). +/// +internal sealed record EntityInfo( + [property: JsonPropertyName("id")] + string Id, + + [property: JsonPropertyName("type")] + string Type, + + [property: JsonPropertyName("name")] + string Name, + + [property: JsonPropertyName("description")] + string? Description = null, + + [property: JsonPropertyName("framework")] + string Framework = "dotnet", + + [property: JsonPropertyName("tools")] + List? Tools = null, + + [property: JsonPropertyName("metadata")] + Dictionary? Metadata = null +) +{ + [JsonPropertyName("source")] + public string? Source { get; init; } = "di"; + + [JsonPropertyName("original_url")] + public string? OriginalUrl { get; init; } + + // Workflow-specific fields + [JsonPropertyName("required_env_vars")] + public List? RequiredEnvVars { get; init; } + + [JsonPropertyName("executors")] + public List? Executors { get; init; } + + [JsonPropertyName("workflow_dump")] + public JsonElement? WorkflowDump { get; init; } + + [JsonPropertyName("input_schema")] + public JsonElement? InputSchema { get; init; } + + [JsonPropertyName("input_type_name")] + public string? InputTypeName { get; init; } + + [JsonPropertyName("start_executor_id")] + public string? StartExecutorId { get; init; } +}; + +/// +/// Response containing a list of discovered entities. +/// +internal sealed record DiscoveryResponse( + [property: JsonPropertyName("entities")] + List Entities +); diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/WorkflowSerializationExtensions.cs b/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/WorkflowSerializationExtensions.cs new file mode 100644 index 00000000000..81ce6182d10 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/Entities/WorkflowSerializationExtensions.cs @@ -0,0 +1,193 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI.Workflows; +using Microsoft.Agents.AI.Workflows.Checkpointing; + +namespace Microsoft.Agents.AI.DevUI.Entities; + +/// +/// Extension methods for serializing workflows to DevUI-compatible format +/// +internal static class WorkflowSerializationExtensions +{ + // The frontend max iterations default value expected by the DevUI frontend + private const int MaxIterationsDefault = 100; + + /// + /// Converts a workflow to a dictionary representation compatible with DevUI frontend. + /// This matches the Python workflow.to_dict() format expected by the UI. + /// + public static Dictionary ToDevUIDict(this Workflow workflow) + { + var result = new Dictionary + { + ["id"] = workflow.Name ?? Guid.NewGuid().ToString(), + ["start_executor_id"] = workflow.StartExecutorId, + ["max_iterations"] = MaxIterationsDefault + }; + + // Add optional fields + if (!string.IsNullOrEmpty(workflow.Name)) + { + result["name"] = workflow.Name; + } + + if (!string.IsNullOrEmpty(workflow.Description)) + { + result["description"] = workflow.Description; + } + + // Convert executors to Python-compatible format + result["executors"] = ConvertExecutorsToDict(workflow); + + // Convert edges to edge_groups format + result["edge_groups"] = ConvertEdgesToEdgeGroups(workflow); + + return result; + } + + /// + /// Converts workflow executors to a dictionary format compatible with Python + /// + private static Dictionary ConvertExecutorsToDict(Workflow workflow) + { + var executors = new Dictionary(); + + // Extract executor IDs from edges and start executor + // (Registrations is internal, so we infer executors from the graph structure) + var executorIds = new HashSet { workflow.StartExecutorId }; + + var reflectedEdges = workflow.ReflectEdges(); + foreach (var (sourceId, edgeSet) in reflectedEdges) + { + executorIds.Add(sourceId); + foreach (var edge in edgeSet) + { + foreach (var sinkId in edge.Connection.SinkIds) + { + executorIds.Add(sinkId); + } + } + } + + // Create executor entries (we can't access internal Registrations for type info) + foreach (var executorId in executorIds) + { + executors[executorId] = new Dictionary + { + ["id"] = executorId, + ["type"] = "Executor" + }; + } + + return executors; + } + + /// + /// Converts workflow edges to edge_groups format expected by the UI + /// + private static List ConvertEdgesToEdgeGroups(Workflow workflow) + { + var edgeGroups = new List(); + var edgeGroupId = 0; + + // Get edges using the public ReflectEdges method + var reflectedEdges = workflow.ReflectEdges(); + + foreach (var (sourceId, edgeSet) in reflectedEdges) + { + foreach (var edgeInfo in edgeSet) + { + if (edgeInfo is DirectEdgeInfo directEdge) + { + // Single edge group for direct edges + var edges = new List(); + + foreach (var source in directEdge.Connection.SourceIds) + { + foreach (var sink in directEdge.Connection.SinkIds) + { + var edge = new Dictionary + { + ["source_id"] = source, + ["target_id"] = sink + }; + + // Add condition name if this is a conditional edge + if (directEdge.HasCondition) + { + edge["condition_name"] = "predicate"; + } + + edges.Add(edge); + } + } + + edgeGroups.Add(new Dictionary + { + ["id"] = $"edge_group_{edgeGroupId++}", + ["type"] = "SingleEdgeGroup", + ["edges"] = edges + }); + } + else if (edgeInfo is FanOutEdgeInfo fanOutEdge) + { + // FanOut edge group + var edges = new List(); + + foreach (var source in fanOutEdge.Connection.SourceIds) + { + foreach (var sink in fanOutEdge.Connection.SinkIds) + { + edges.Add(new Dictionary + { + ["source_id"] = source, + ["target_id"] = sink + }); + } + } + + var fanOutGroup = new Dictionary + { + ["id"] = $"edge_group_{edgeGroupId++}", + ["type"] = "FanOutEdgeGroup", + ["edges"] = edges + }; + + if (fanOutEdge.HasAssigner) + { + fanOutGroup["selection_func_name"] = "selector"; + } + + edgeGroups.Add(fanOutGroup); + } + else if (edgeInfo is FanInEdgeInfo fanInEdge) + { + // FanIn edge group + var edges = new List(); + + foreach (var source in fanInEdge.Connection.SourceIds) + { + foreach (var sink in fanInEdge.Connection.SinkIds) + { + edges.Add(new Dictionary + { + ["source_id"] = source, + ["target_id"] = sink + }); + } + } + + edgeGroups.Add(new Dictionary + { + ["id"] = $"edge_group_{edgeGroupId++}", + ["type"] = "FanInEdgeGroup", + ["edges"] = edges + }); + } + } + } + + return edgeGroups; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/EntitiesApiExtensions.cs b/dotnet/src/Microsoft.Agents.AI.DevUI/EntitiesApiExtensions.cs new file mode 100644 index 00000000000..716dab85420 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/EntitiesApiExtensions.cs @@ -0,0 +1,244 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json; + +using Microsoft.Agents.AI.DevUI.Entities; +using Microsoft.Agents.AI.Hosting; + +namespace Microsoft.Agents.AI.DevUI; + +/// +/// Provides extension methods for mapping entity discovery and management endpoints to an . +/// +internal static class EntitiesApiExtensions +{ + /// + /// Maps HTTP API endpoints for entity discovery and management. + /// + /// The to add the routes to. + /// The for method chaining. + /// + /// This extension method registers the following endpoints: + /// + /// GET /v1/entities - List all registered entities (agents and workflows) + /// GET /v1/entities/{entityId}/info - Get detailed information about a specific entity + /// + /// The endpoints are compatible with the Python DevUI frontend and automatically discover entities + /// from the registered and services. + /// + public static IEndpointConventionBuilder MapEntities(this IEndpointRouteBuilder endpoints) + { + var group = endpoints.MapGroup("/v1/entities") + .WithTags("Entities"); + + // List all entities + group.MapGet("", ListEntitiesAsync) + .WithName("ListEntities") + .WithSummary("List all registered entities (agents and workflows)") + .Produces(StatusCodes.Status200OK, contentType: "application/json"); + + // Get detailed entity information + group.MapGet("{entityId}/info", GetEntityInfoAsync) + .WithName("GetEntityInfo") + .WithSummary("Get detailed information about a specific entity") + .Produces(StatusCodes.Status200OK, contentType: "application/json") + .Produces(StatusCodes.Status404NotFound); + + return group; + } + + private static async Task ListEntitiesAsync( + AgentCatalog? agentCatalog, + WorkflowCatalog? workflowCatalog, + CancellationToken cancellationToken) + { + try + { + var entities = new List(); + + // Discover agents from the agent catalog + if (agentCatalog is not null) + { + await foreach (var agent in agentCatalog.GetAgentsAsync(cancellationToken).ConfigureAwait(false)) + { + if (agent.GetType().Name == "WorkflowHostAgent") + { + // HACK: ignore WorkflowHostAgent instances as they are just wrappers around workflows, + // and workflows are handled below. + continue; + } + + entities.Add(new EntityInfo( + Id: agent.Name ?? agent.Id, + Type: "agent", + Name: agent.Name ?? agent.Id, + Description: agent.Description, + Framework: "agent-framework", + Tools: null, + Metadata: [] + ) + { + Source = "in_memory" + }); + } + } + + // Discover workflows from the workflow catalog + if (workflowCatalog is not null) + { + await foreach (var workflow in workflowCatalog.GetWorkflowsAsync(cancellationToken).ConfigureAwait(false)) + { + // Extract executor IDs from the workflow structure + var executorIds = new HashSet { workflow.StartExecutorId }; + var reflectedEdges = workflow.ReflectEdges(); + foreach (var (sourceId, edgeSet) in reflectedEdges) + { + executorIds.Add(sourceId); + foreach (var edge in edgeSet) + { + foreach (var sinkId in edge.Connection.SinkIds) + { + executorIds.Add(sinkId); + } + } + } + + // Create a default input schema (string type) + var defaultInputSchema = new Dictionary + { + ["type"] = "string" + }; + + entities.Add(new EntityInfo( + Id: workflow.Name ?? workflow.StartExecutorId, + Type: "workflow", + Name: workflow.Name ?? workflow.StartExecutorId, + Description: workflow.Description, + Framework: "agent-framework", + Tools: [.. executorIds], + Metadata: [] + ) + { + Source = "in_memory", + WorkflowDump = JsonSerializer.SerializeToElement(workflow.ToDevUIDict()), + InputSchema = JsonSerializer.SerializeToElement(defaultInputSchema), + InputTypeName = "string", + StartExecutorId = workflow.StartExecutorId + }); + } + } + + return Results.Json(new DiscoveryResponse(entities), EntitiesJsonContext.Default.DiscoveryResponse); + } + catch (Exception ex) + { + return Results.Problem( + detail: ex.Message, + statusCode: StatusCodes.Status500InternalServerError, + title: "Error listing entities"); + } + } + + private static async Task GetEntityInfoAsync( + string entityId, + AgentCatalog? agentCatalog, + WorkflowCatalog? workflowCatalog, + CancellationToken cancellationToken) + { + try + { + // Try to find the entity among discovered agents + if (agentCatalog is not null) + { + await foreach (var agent in agentCatalog.GetAgentsAsync(cancellationToken).ConfigureAwait(false)) + { + if (agent.GetType().Name == "WorkflowHostAgent") + { + // HACK: ignore WorkflowHostAgent instances as they are just wrappers around workflows, + // and workflows are handled below. + continue; + } + + if (string.Equals(agent.Name, entityId, StringComparison.OrdinalIgnoreCase) || + string.Equals(agent.Id, entityId, StringComparison.OrdinalIgnoreCase)) + { + var entityInfo = new EntityInfo( + Id: agent.Name ?? agent.Id, + Type: "agent", + Name: agent.Name ?? agent.Id, + Description: agent.Description, + Framework: "agent-framework", + Tools: null, + Metadata: [] + ) + { + Source = "in_memory" + }; + + return Results.Json(entityInfo, EntitiesJsonContext.Default.EntityInfo); + } + } + } + + // Try to find the entity among discovered workflows + if (workflowCatalog is not null) + { + await foreach (var workflow in workflowCatalog.GetWorkflowsAsync(cancellationToken).ConfigureAwait(false)) + { + var workflowId = workflow.Name ?? workflow.StartExecutorId; + if (string.Equals(workflowId, entityId, StringComparison.OrdinalIgnoreCase)) + { + // Extract executor IDs from the workflow structure + var executorIds = new HashSet { workflow.StartExecutorId }; + var reflectedEdges = workflow.ReflectEdges(); + foreach (var (sourceId, edgeSet) in reflectedEdges) + { + executorIds.Add(sourceId); + foreach (var edge in edgeSet) + { + foreach (var sinkId in edge.Connection.SinkIds) + { + executorIds.Add(sinkId); + } + } + } + + // Create a default input schema (string type) + var defaultInputSchema = new Dictionary + { + ["type"] = "string" + }; + + var entityInfo = new EntityInfo( + Id: workflowId, + Type: "workflow", + Name: workflow.Name ?? workflow.StartExecutorId, + Description: workflow.Description, + Framework: "agent-framework", + Tools: [.. executorIds], + Metadata: [] + ) + { + Source = "in_memory", + WorkflowDump = JsonSerializer.SerializeToElement(workflow.ToDevUIDict()), + InputSchema = JsonSerializer.SerializeToElement(defaultInputSchema), + InputTypeName = "Input", + StartExecutorId = workflow.StartExecutorId + }; + + return Results.Json(entityInfo, EntitiesJsonContext.Default.EntityInfo); + } + } + } + + return Results.NotFound(new { error = new { message = $"Entity '{entityId}' not found.", type = "invalid_request_error" } }); + } + catch (Exception ex) + { + return Results.Problem( + detail: ex.Message, + statusCode: StatusCodes.Status500InternalServerError, + title: "Error getting entity info"); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.Frontend.targets b/dotnet/src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.Frontend.targets new file mode 100644 index 00000000000..f62a92e28d0 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.Frontend.targets @@ -0,0 +1,68 @@ + + + + + $([System.IO.Path]::GetFullPath('$(MSBuildProjectDirectory)\..\..\..\python\packages\devui\frontend')) + $([System.IO.Path]::GetFullPath('$(MSBuildProjectDirectory)\..\..\..\python\packages\devui\agent_framework_devui\ui')) + $(FrontendRoot)\package.json + $(FrontendRoot)\node_modules + + + + + + + + + + + + + + + + + + + + + + + + $(BaseIntermediateOutputPath)\frontend.build.marker + + + + + + + + + + + + + + resources\$([MSBuild]::MakeRelative('$(FrontendBuildOutput)', '%(Identity)')) + + + + + + + + + + + + + + + + + + + + + + diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.csproj b/dotnet/src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.csproj new file mode 100644 index 00000000000..43f5b54eacf --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.csproj @@ -0,0 +1,31 @@ + + + + net9.0 + enable + enable + Microsoft.Agents.AI.DevUI + Library + Microsoft Agent Framework Developer UI + Provides Microsoft Agent Framework support for developer UI. + true + + $(NoWarn);CS1591;CA1852;CA1050;RCS1037;RCS1036;RCS1124;RCS1021;RCS1146;RCS1211;CA2007;CA1308;IL2026;IL3050;CA1812 + + + + + + + + + + + + + + + + + + diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/Properties/launchSettings.json b/dotnet/src/Microsoft.Agents.AI.DevUI/Properties/launchSettings.json new file mode 100644 index 00000000000..32587da80b1 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/Properties/launchSettings.json @@ -0,0 +1,12 @@ +{ + "profiles": { + "Microsoft.Agents.AI.DevUI": { + "commandName": "Project", + "launchBrowser": true, + "environmentVariables": { + "ASPNETCORE_ENVIRONMENT": "Development" + }, + "applicationUrl": "https://localhost:57966;http://localhost:57967" + } + } +} \ No newline at end of file diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/README.md b/dotnet/src/Microsoft.Agents.AI.DevUI/README.md new file mode 100644 index 00000000000..1f106e29efa --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/README.md @@ -0,0 +1,42 @@ +# Microsoft.Agents.AI.DevUI + +This package provides a web interface for testing and debugging AI agents during development. + +## Installation + +```bash +dotnet add package Microsoft.Agents.AI.DevUI +dotnet add package Microsoft.Agents.AI.Hosting +dotnet add package Microsoft.Agents.AI.Hosting.OpenAI +``` + +## Usage + +Add DevUI services and map the endpoint in your ASP.NET Core application: + +```csharp +using Microsoft.Agents.AI.DevUI; +using Microsoft.Agents.AI.Hosting; +using Microsoft.Agents.AI.Hosting.OpenAI; + +var builder = WebApplication.CreateBuilder(args); + +// Register your agents +builder.AddAIAgent("assistant", "You are a helpful assistant."); + +if (builder.Environment.IsDevelopment()) +{ + // Add DevUI services + builder.AddDevUI(); +} + +var app = builder.Build(); + +if (builder.Environment.IsDevelopment()) +{ + // Map DevUI endpoint to /devui + app.MapDevUI(); +} + +app.Run(); +``` diff --git a/dotnet/src/Microsoft.Agents.AI.DevUI/wwwroot/index.html b/dotnet/src/Microsoft.Agents.AI.DevUI/wwwroot/index.html new file mode 100644 index 00000000000..ff0ead674ee --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.DevUI/wwwroot/index.html @@ -0,0 +1,14 @@ + + + + + + + Agent Framework Dev UI + + + + +
+ + diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/AGUIEndpointRouteBuilderExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/AGUIEndpointRouteBuilderExtensions.cs new file mode 100644 index 00000000000..63b71620e2e --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/AGUIEndpointRouteBuilderExtensions.cs @@ -0,0 +1,55 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Threading; +using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +using Microsoft.AspNetCore.Builder; +using Microsoft.AspNetCore.Http; +using Microsoft.AspNetCore.Mvc; +using Microsoft.AspNetCore.Routing; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.Extensions.Logging; + +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore; + +/// +/// Provides extension methods for mapping AG-UI agents to ASP.NET Core endpoints. +/// +public static class AGUIEndpointRouteBuilderExtensions +{ + /// + /// Maps an AG-UI agent endpoint. + /// + /// The endpoint route builder. + /// The URL pattern for the endpoint. + /// The agent instance. + /// An for the mapped endpoint. + public static IEndpointConventionBuilder MapAGUI( + this IEndpointRouteBuilder endpoints, + [StringSyntax("route")] string pattern, + AIAgent aiAgent) + { + return endpoints.MapPost(pattern, async ([FromBody] RunAgentInput? input, HttpContext context, CancellationToken cancellationToken) => + { + if (input is null) + { + return Results.BadRequest(); + } + + var messages = input.Messages.AsChatMessages(); + var agent = aiAgent; + + var events = agent.RunStreamingAsync( + messages, + cancellationToken: cancellationToken) + .AsAGUIEventStreamAsync( + input.ThreadId, + input.RunId, + cancellationToken); + + var logger = context.RequestServices.GetRequiredService>(); + return new AGUIServerSentEventsResult(events, logger); + }); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/AGUIServerSentEventsResult.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/AGUIServerSentEventsResult.cs new file mode 100644 index 00000000000..a0111605eb7 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/AGUIServerSentEventsResult.cs @@ -0,0 +1,128 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Buffers; +using System.Collections.Generic; +using System.Net.ServerSentEvents; +using System.Runtime.CompilerServices; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +using Microsoft.AspNetCore.Http; +using Microsoft.Extensions.Logging; + +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore; + +internal sealed partial class AGUIServerSentEventsResult : IResult, IDisposable +{ + private readonly IAsyncEnumerable _events; + private readonly ILogger _logger; + private Utf8JsonWriter? _jsonWriter; + + public int? StatusCode => StatusCodes.Status200OK; + + internal AGUIServerSentEventsResult(IAsyncEnumerable events, ILogger logger) + { + this._events = events; + this._logger = logger; + } + + public async Task ExecuteAsync(HttpContext httpContext) + { + if (httpContext == null) + { + throw new ArgumentNullException(nameof(httpContext)); + } + + httpContext.Response.ContentType = "text/event-stream"; + httpContext.Response.Headers.CacheControl = "no-cache,no-store"; + httpContext.Response.Headers.Pragma = "no-cache"; + + var body = httpContext.Response.Body; + var cancellationToken = httpContext.RequestAborted; + + try + { + await SseFormatter.WriteAsync( + WrapEventsAsSseItemsAsync(this._events, cancellationToken), + body, + this.SerializeEvent, + cancellationToken).ConfigureAwait(false); + } + catch (Exception ex) when (ex is not OperationCanceledException) + { + LogStreamingError(this._logger, ex); + // If an error occurs during streaming, try to send an error event before closing + try + { + var errorEvent = new RunErrorEvent + { + Code = "StreamingError", + Message = ex.Message + }; + await SseFormatter.WriteAsync( + WrapEventsAsSseItemsAsync([errorEvent]), + body, + this.SerializeEvent, + CancellationToken.None).ConfigureAwait(false); + } + catch (Exception sendErrorEx) + { + // If we can't send the error event, just let the connection close + LogSendErrorEventFailed(this._logger, sendErrorEx); + } + } + + await body.FlushAsync(httpContext.RequestAborted).ConfigureAwait(false); + } + + private static async IAsyncEnumerable> WrapEventsAsSseItemsAsync( + IAsyncEnumerable events, + [EnumeratorCancellation] CancellationToken cancellationToken) + { + await foreach (BaseEvent evt in events.WithCancellation(cancellationToken).ConfigureAwait(false)) + { + yield return new SseItem(evt); + } + } + + private static async IAsyncEnumerable> WrapEventsAsSseItemsAsync( + IEnumerable events) + { + foreach (BaseEvent evt in events) + { + yield return new SseItem(evt); + } + } + + private void SerializeEvent(SseItem item, IBufferWriter writer) + { + if (this._jsonWriter == null) + { + this._jsonWriter = new Utf8JsonWriter(writer); + } + else + { + this._jsonWriter.Reset(writer); + } + JsonSerializer.Serialize(this._jsonWriter, item.Data, AGUIJsonSerializerContext.Default.BaseEvent); + } + + public void Dispose() + { + this._jsonWriter?.Dispose(); + } + + [LoggerMessage( + Level = LogLevel.Error, + Message = "An error occurred while streaming AG-UI events", + SkipEnabledCheck = true)] + private static partial void LogStreamingError(ILogger logger, Exception exception); + + [LoggerMessage( + Level = LogLevel.Warning, + Message = "Failed to send error event to client after streaming failure", + SkipEnabledCheck = true)] + private static partial void LogSendErrorEventFailed(ILogger logger, Exception exception); +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj b/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj new file mode 100644 index 00000000000..e382bac4e67 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj @@ -0,0 +1,43 @@ + + + + $(ProjectsCoreTargetFrameworks) + $(ProjectsDebugCoreTargetFrameworks) + Microsoft.Agents.AI.Hosting.AGUI.AspNetCore + preview + $(DefineConstants);ASPNETCORE + false + $(InterceptorsNamespaces);Microsoft.AspNetCore.Http.Generated + true + + + + + + + Microsoft Agent Framework Hosting AG-UI ASP.NET Core + Provides Microsoft Agent Framework support for hosting AG-UI agents in an ASP.NET Core context. + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/AIAgentChatCompletionsProcessor.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/AIAgentChatCompletionsProcessor.cs index f32fcc8db8b..d9e51b6aa20 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/AIAgentChatCompletionsProcessor.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/AIAgentChatCompletionsProcessor.cs @@ -1,70 +1,44 @@ // Copyright (c) Microsoft. All rights reserved. -using System.Buffers; -using System.ClientModel.Primitives; +using System; using System.Collections.Generic; -using System.Diagnostics; +using System.Linq; using System.Net.ServerSentEvents; using System.Runtime.CompilerServices; using System.Text.Json; using System.Threading; using System.Threading.Tasks; -using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Utils; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Converters; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; using Microsoft.AspNetCore.Http; using Microsoft.AspNetCore.Http.Features; -using OpenAI.Chat; -using ChatMessage = Microsoft.Extensions.AI.ChatMessage; +using Microsoft.Extensions.AI; namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions; -internal sealed class AIAgentChatCompletionsProcessor +internal static class AIAgentChatCompletionsProcessor { - private readonly AIAgent _agent; - - public AIAgentChatCompletionsProcessor(AIAgent agent) + public static async Task CreateChatCompletionAsync(AIAgent agent, CreateChatCompletion request, CancellationToken cancellationToken) { - this._agent = agent; - } + ArgumentNullException.ThrowIfNull(agent); - public async Task CreateChatCompletionAsync(ChatCompletionOptions chatCompletionOptions, CancellationToken cancellationToken) - { - AgentThread? agentThread = null; // not supported to resolve from conversationId + var chatMessages = request.Messages.Select(i => i.ToChatMessage()); + var chatClientAgentRunOptions = request.BuildOptions(); - var inputItems = chatCompletionOptions.GetMessages(); - var chatMessages = inputItems.AsChatMessages(); - - if (chatCompletionOptions.GetStream()) + if (request.Stream == true) { - return new OpenAIStreamingChatCompletionResult(this._agent, chatMessages); + return new StreamingResponse(agent, request, chatMessages, chatClientAgentRunOptions); } - var agentResponse = await this._agent.RunAsync(chatMessages, agentThread, cancellationToken: cancellationToken).ConfigureAwait(false); - return new OpenAIChatCompletionResult(agentResponse); + var response = await agent.RunAsync(chatMessages, options: chatClientAgentRunOptions, cancellationToken: cancellationToken).ConfigureAwait(false); + return Results.Ok(response.ToChatCompletion(request)); } - private sealed class OpenAIChatCompletionResult(AgentRunResponse agentRunResponse) : IResult - { - public async Task ExecuteAsync(HttpContext httpContext) - { - // note: OpenAI SDK types provide their own serialization implementation - // so we cant simply return IResult wrap for the typed-object. - // instead writing to the response body can be done. - - var cancellationToken = httpContext.RequestAborted; - var response = httpContext.Response; - - var chatResponse = agentRunResponse.AsChatResponse(); - var openAIChatCompletion = chatResponse.AsOpenAIChatCompletion(); - var openAIChatCompletionJsonModel = openAIChatCompletion as IJsonModel; - Debug.Assert(openAIChatCompletionJsonModel is not null); - - var writer = new Utf8JsonWriter(response.BodyWriter, new JsonWriterOptions { SkipValidation = false }); - openAIChatCompletionJsonModel.Write(writer, ModelReaderWriterOptions.Json); - await writer.FlushAsync(cancellationToken).ConfigureAwait(false); - } - } - - private sealed class OpenAIStreamingChatCompletionResult(AIAgent agent, IEnumerable chatMessages) : IResult + private sealed class StreamingResponse( + AIAgent agent, + CreateChatCompletion request, + IEnumerable chatMessages, + ChatClientAgentRunOptions? options) : IResult { public Task ExecuteAsync(HttpContext httpContext) { @@ -79,26 +53,99 @@ public Task ExecuteAsync(HttpContext httpContext) httpContext.Features.GetRequiredFeature().DisableBuffering(); return SseFormatter.WriteAsync( - source: this.GetStreamingResponsesAsync(cancellationToken), + source: this.GetStreamingChunksAsync(cancellationToken), destination: response.Body, itemFormatter: (sseItem, bufferWriter) => { - var sseDataJsonModel = (IJsonModel)sseItem.Data; - var json = sseDataJsonModel.Write(ModelReaderWriterOptions.Json); - bufferWriter.Write(json); + using var writer = new Utf8JsonWriter(bufferWriter); + JsonSerializer.Serialize(writer, sseItem.Data, ChatCompletionsJsonContext.Default.ChatCompletionChunk); + writer.Flush(); }, cancellationToken); } - private async IAsyncEnumerable> GetStreamingResponsesAsync([EnumeratorCancellation] CancellationToken cancellationToken = default) + private async IAsyncEnumerable> GetStreamingChunksAsync([EnumeratorCancellation] CancellationToken cancellationToken = default) { - AgentThread? agentThread = null; + // The Unix timestamp (in seconds) of when the chat completion was created. Each chunk has the same timestamp. + DateTimeOffset? createdAt = null; + var chunkId = IdGenerator.NewId(prefix: "chatcmpl", delimiter: "-", stringLength: 13); - var agentRunResponseUpdates = agent.RunStreamingAsync(chatMessages, thread: agentThread, cancellationToken: cancellationToken); - var chatResponseUpdates = agentRunResponseUpdates.AsChatResponseUpdatesAsync(); - await foreach (var streamingChatCompletionUpdate in chatResponseUpdates.AsOpenAIStreamingChatCompletionUpdatesAsync(cancellationToken).ConfigureAwait(false)) + await foreach (var agentRunResponseUpdate in agent.RunStreamingAsync(chatMessages, options: options, cancellationToken: cancellationToken).WithCancellation(cancellationToken)) { - yield return new SseItem(streamingChatCompletionUpdate); + var finishReason = (agentRunResponseUpdate.RawRepresentation is ChatResponseUpdate { FinishReason: not null } chatResponseUpdate) + ? chatResponseUpdate.FinishReason.ToString() + : "stop"; + + var choiceChunks = new List(); + CompletionUsage? usageDetails = null; + + createdAt ??= agentRunResponseUpdate.CreatedAt; + + foreach (var content in agentRunResponseUpdate.Contents) + { + // usage content is handled separately + if (content is UsageContent usageContent && usageContent.Details != null) + { + usageDetails = usageContent.Details.ToCompletionUsage(); + continue; + } + + ChatCompletionDelta? delta = content switch + { + TextContent textContent => new() { Content = textContent.Text }, + + // image + DataContent imageContent when imageContent.HasTopLevelMediaType("image") => new() { Content = imageContent.Base64Data.ToString() }, + UriContent urlContent when urlContent.HasTopLevelMediaType("image") => new() { Content = urlContent.Uri.ToString() }, + + // audio + DataContent audioContent when audioContent.HasTopLevelMediaType("audio") => new() { Content = audioContent.Base64Data.ToString() }, + + // file + DataContent fileContent => new() { Content = fileContent.Base64Data.ToString() }, + HostedFileContent fileContent => new() { Content = fileContent.FileId }, + + // function call + FunctionCallContent functionCallContent => new() + { + ToolCalls = [functionCallContent.ToChoiceMessageToolCall()] + }, + + // function result. ChatCompletions dont provide the results of function result per API reference + FunctionResultContent functionResultContent => null, + + // ignore + _ => null + }; + + if (delta is null) + { + // unsupported but expected content type. + continue; + } + + delta.Role = agentRunResponseUpdate.Role?.Value ?? "user"; + + var choiceChunk = new ChatCompletionChoiceChunk + { + Index = 0, + Delta = delta, + FinishReason = finishReason + }; + + choiceChunks.Add(choiceChunk); + } + + var chunk = new ChatCompletionChunk + { + Id = chunkId, + Created = (createdAt ?? DateTimeOffset.UtcNow).ToUnixTimeSeconds(), + Model = request.Model, + Choices = choiceChunks, + Usage = usageDetails + }; + + yield return new(chunk); } } } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/AgentRunResponseExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/AgentRunResponseExtensions.cs new file mode 100644 index 00000000000..f50aa44d4db --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/AgentRunResponseExtensions.cs @@ -0,0 +1,209 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Text.Json; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions; + +/// +/// Extension methods for converting agent responses to ChatCompletion models. +/// +internal static class AgentRunResponseExtensions +{ + public static ChatCompletion ToChatCompletion(this AgentRunResponse agentRunResponse, CreateChatCompletion request) + { + IList choices = agentRunResponse.ToChoices(); + + return new ChatCompletion + { + Id = IdGenerator.NewId(prefix: "chatcmpl", delimiter: "-", stringLength: 13), + Choices = choices, + Created = (agentRunResponse.CreatedAt ?? DateTimeOffset.UtcNow).ToUnixTimeSeconds(), + Model = request.Model, + Usage = agentRunResponse.Usage.ToCompletionUsage(), + ServiceTier = request.ServiceTier ?? "default" + }; + } + + public static List ToChoices(this AgentRunResponse agentRunResponse) + { + var chatCompletionChoices = new List(); + var index = 0; + + var finishReason = (agentRunResponse.RawRepresentation is ChatResponse { FinishReason: not null } chatResponse) + ? chatResponse.FinishReason.ToString() + : "stop"; // "stop" is a natural stop point; returning this by-default + + foreach (var message in agentRunResponse.Messages) + { + foreach (var content in message.Contents) + { + ChoiceMessage? choiceMessage = content switch + { + // text + TextContent textContent => new() + { + Content = textContent.Text + }, + + // image, see how MessageContentPartConverter packs the content types + DataContent imageContent when imageContent.HasTopLevelMediaType("image") => new() + { + Content = imageContent.Base64Data.ToString() + }, + UriContent urlContent when urlContent.HasTopLevelMediaType("image") => new() + { + Content = urlContent.Uri.ToString() + }, + + // audio + DataContent audioContent when audioContent.HasTopLevelMediaType("audio") => new() + { + Audio = new() + { + Data = audioContent.Base64Data.ToString(), + Id = audioContent.Name, + //Transcript = , + //ExpiresAt = , + }, + }, + + // file (neither audio nor image) + DataContent fileContent => new() + { + Content = fileContent.Base64Data.ToString() + }, + HostedFileContent fileContent => new() + { + Content = fileContent.FileId + }, + + // function call + FunctionCallContent functionCallContent => new() + { + ToolCalls = [functionCallContent.ToChoiceMessageToolCall()] + }, + + // function result. ChatCompletions dont provide the results of function result per API reference + FunctionResultContent functionResultContent => null, + + // ignore + _ => null + }; + + if (choiceMessage is null) + { + // not supported, but expected content type. + continue; + } + + choiceMessage.Role = message.Role.Value; + choiceMessage.Annotations = content.Annotations?.ToChoiceMessageAnnotations(); + + var choice = new ChatCompletionChoice + { + Index = index++, + Message = choiceMessage, + FinishReason = finishReason + }; + + chatCompletionChoices.Add(choice); + } + } + + return chatCompletionChoices; + } + + /// + /// Converts UsageDetails to CompletionUsage. + /// + /// The usage details to convert. + /// A CompletionUsage object with zeros if usage is null. + public static CompletionUsage ToCompletionUsage(this UsageDetails? usage) + { + if (usage == null) + { + return CompletionUsage.Zero; + } + + var cachedTokens = usage.AdditionalCounts?.TryGetValue("InputTokenDetails.CachedTokenCount", out var cachedInputToken) ?? false + ? (int)cachedInputToken + : 0; + var reasoningTokens = + usage.AdditionalCounts?.TryGetValue("OutputTokenDetails.ReasoningTokenCount", out var reasoningToken) ?? false + ? (int)reasoningToken + : 0; + + return new CompletionUsage + { + PromptTokens = (int)(usage.InputTokenCount ?? 0), + PromptTokensDetails = new() { CachedTokens = cachedTokens }, + CompletionTokens = (int)(usage.OutputTokenCount ?? 0), + CompletionTokensDetails = new() { ReasoningTokens = reasoningTokens }, + TotalTokens = (int)(usage.TotalTokenCount ?? 0) + }; + } + + public static IList ToChoiceMessageAnnotations(this IList annotations) + { + var result = new List(); + foreach (var annotation in annotations.OfType()) + { + if (annotation is null) + { + continue; + } + + // may point to mulitple regions in the AIContent. + // we need to unroll another loop for regions then -> chatCompletions only point to single region per annotation + + var regions = annotation.AnnotatedRegions?.OfType().Where(x => x.StartIndex is not null && x.EndIndex is not null); + if (regions is not null) + { + foreach (var region in regions) + { + result.Add(new() + { + AnnotationUrlCitation = new AnnotationUrlCitation + { + Url = annotation.Url?.ToString(), + Title = annotation.Title, + StartIndex = region.StartIndex, + EndIndex = region.EndIndex + } + }); + } + } + else + { + result.Add(new() + { + AnnotationUrlCitation = new AnnotationUrlCitation + { + Url = annotation.Url?.ToString(), + Title = annotation.Title + } + }); + } + } + + return result; + } + + public static ChoiceMessageToolCall ToChoiceMessageToolCall(this FunctionCallContent functionCall) + { + return new() + { + Id = functionCall.CallId, + Function = new() + { + Name = functionCall.Name, + Arguments = JsonSerializer.Serialize(functionCall.Arguments, ChatCompletionsJsonContext.Default.DictionaryStringObject) + } + }; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/ChatCompletionsJsonContext.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/ChatCompletionsJsonContext.cs new file mode 100644 index 00000000000..25aa47dfb77 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/ChatCompletionsJsonContext.cs @@ -0,0 +1,63 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using System.Text.Json.Serialization; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions; + +[JsonSourceGenerationOptions(JsonSerializerDefaults.Web, + DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull, + NumberHandling = JsonNumberHandling.AllowReadingFromString, + AllowOutOfOrderMetadataProperties = true, + WriteIndented = false)] +[JsonSerializable(typeof(Dictionary))] +[JsonSerializable(typeof(CreateChatCompletion))] +[JsonSerializable(typeof(StopSequences))] +[JsonSerializable(typeof(ChatCompletion))] +[JsonSerializable(typeof(ChatCompletionRequestMessage))] +[JsonSerializable(typeof(IList))] +[JsonSerializable(typeof(MessageContent))] +[JsonSerializable(typeof(MessageContentPart))] +[JsonSerializable(typeof(IReadOnlyList))] +[JsonSerializable(typeof(TextContentPart))] +[JsonSerializable(typeof(ImageContentPart))] +[JsonSerializable(typeof(AudioContentPart))] +[JsonSerializable(typeof(FileContentPart))] +[JsonSerializable(typeof(ChatCompletionChoice))] +[JsonSerializable(typeof(IList))] +[JsonSerializable(typeof(ChoiceMessage))] +[JsonSerializable(typeof(ChoiceMessageAnnotation))] +[JsonSerializable(typeof(ChoiceMessageAudio))] +[JsonSerializable(typeof(ChoiceMessageFunctionCall))] +[JsonSerializable(typeof(ChoiceMessageToolCall))] +[JsonSerializable(typeof(AnnotationUrlCitation))] +[JsonSerializable(typeof(ChatCompletionChoiceChunk))] +[JsonSerializable(typeof(IList))] +[JsonSerializable(typeof(ChatCompletionChunk))] +[JsonSerializable(typeof(ChatCompletionDelta))] +[JsonSerializable(typeof(ToolChoice))] +[JsonSerializable(typeof(AllowedToolsChoice))] +[JsonSerializable(typeof(AllowedToolsConfiguration))] +[JsonSerializable(typeof(ToolDefinition))] +[JsonSerializable(typeof(IList))] +[JsonSerializable(typeof(FunctionReference))] +[JsonSerializable(typeof(FunctionToolChoice))] +[JsonSerializable(typeof(CustomToolChoice))] +[JsonSerializable(typeof(CustomToolObject))] +[JsonSerializable(typeof(ResponseFormat))] +[JsonSerializable(typeof(TextResponseFormat))] +[JsonSerializable(typeof(JsonSchemaResponseFormat))] +[JsonSerializable(typeof(JsonSchemaConfiguration))] +[JsonSerializable(typeof(JsonObjectResponseFormat))] +[JsonSerializable(typeof(Tool))] +[JsonSerializable(typeof(IList))] +[JsonSerializable(typeof(FunctionTool))] +[JsonSerializable(typeof(FunctionDefinition))] +[JsonSerializable(typeof(CustomTool))] +[JsonSerializable(typeof(CustomToolProperties))] +[JsonSerializable(typeof(CustomToolFormat))] +[ExcludeFromCodeCoverage] +internal sealed partial class ChatCompletionsJsonContext : JsonSerializerContext; diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesJsonSerializerOptions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/ChatCompletionsJsonSerializerOptions.cs similarity index 72% rename from dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesJsonSerializerOptions.cs rename to dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/ChatCompletionsJsonSerializerOptions.cs index 5f014466fc7..b009b82d298 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesJsonSerializerOptions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/ChatCompletionsJsonSerializerOptions.cs @@ -2,12 +2,12 @@ using System.Text.Json; -namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions; /// /// Extension methods for JSON serialization. /// -internal static class ResponsesJsonSerializerOptions +internal static class ChatCompletionsJsonSerializerOptions { /// /// Gets the default JSON serializer options. @@ -16,7 +16,7 @@ internal static class ResponsesJsonSerializerOptions private static JsonSerializerOptions Create() { - JsonSerializerOptions options = new(ResponsesJsonContext.Default.Options); + JsonSerializerOptions options = new(ChatCompletionsJsonContext.Default.Options); options.TypeInfoResolverChain.Add(AgentAbstractionsJsonUtilities.DefaultOptions.TypeInfoResolver!); options.MakeReadOnly(); return options; diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Converters/ChatClientAgentRunOptionsConverter.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Converters/ChatClientAgentRunOptionsConverter.cs new file mode 100644 index 00000000000..5f50251f745 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Converters/ChatClientAgentRunOptionsConverter.cs @@ -0,0 +1,118 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Linq; +using System.Text.Json; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Converters; + +internal static class ChatClientAgentRunOptionsConverter +{ + private static readonly JsonElement s_emptyJson = JsonDocument.Parse("{}").RootElement; + + public static ChatClientAgentRunOptions BuildOptions(this CreateChatCompletion request) + { + ChatOptions chatOptions = new() + { + Temperature = request.Temperature, + MaxOutputTokens = request.MaxCompletionTokens, + FrequencyPenalty = request.FrequencyPenalty, + PresencePenalty = request.PresencePenalty, + Seed = request.Seed, + TopP = request.TopP, + StopSequences = request.Stop?.SequenceList ?? [], + ResponseFormat = request.ResponseFormat?.ToChatResponseFormat() + }; + + if (request.ToolChoice is not null) + { + chatOptions.ToolMode = request.ToolChoice.ToChatToolMode(); + } + + if (request.Tools?.Count > 0) + { + chatOptions.Tools = request.Tools.Select(x => x.ToAITool()).ToList(); + } + + return new() + { + ChatOptions = chatOptions + }; + } + + private static ChatResponseFormat ToChatResponseFormat(this ResponseFormat responseFormat) + { + if (responseFormat.IsText) + { + return ChatResponseFormat.Text; + } + if (responseFormat.IsJsonObject) + { + return ChatResponseFormat.Json; + } + if (responseFormat.IsJsonSchema) + { + var schema = responseFormat.JsonSchema.JsonSchema; + return ChatResponseFormat.ForJsonSchema(schema.Schema, schema.Name, schema.Description); + } + + throw new ArgumentOutOfRangeException(nameof(responseFormat)); + } + + private static AITool ToAITool(this Tool tool) + { + if (tool is FunctionTool functionTool) + { + var function = functionTool.Function; + return AIFunctionFactory.CreateDeclaration(function.Name, function.Description, function.Parameters ?? s_emptyJson); + } + if (tool is CustomTool customTool) + { + var custom = customTool.Custom; + return new CustomAITool(custom.Name, custom.Description, custom.Format?.AdditionalProperties); + } + + throw new ArgumentOutOfRangeException(nameof(tool)); + } + + private static ChatToolMode? ToChatToolMode(this ToolChoice toolChoice) + { + if (toolChoice.IsMode) + { + return toolChoice.Mode switch + { + "auto" => ChatToolMode.Auto, + "none" => ChatToolMode.None, + "required" => ChatToolMode.RequireAny, + _ => null + }; + } + + if (toolChoice.IsAllowedTools) + { + var mode = toolChoice.AllowedTools.AllowedTools.Mode; + return mode switch + { + "auto" => ChatToolMode.Auto, + "required" => ChatToolMode.RequireAny, + _ => null + }; + } + + if (toolChoice.IsFunctionTool) + { + var function = toolChoice.FunctionTool.Function; + return ChatToolMode.RequireSpecific(function.Name); + } + + if (toolChoice.IsCustomTool) + { + var custom = toolChoice.CustomTool.Custom; + return ChatToolMode.RequireSpecific(custom.Name); + } + + throw new ArgumentOutOfRangeException(nameof(toolChoice)); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Converters/MessageContentPartConverter.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Converters/MessageContentPartConverter.cs new file mode 100644 index 00000000000..1a0a37cdc01 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Converters/MessageContentPartConverter.cs @@ -0,0 +1,58 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Converters; + +internal static class MessageContentPartConverter +{ + private static string AudioFormatToMediaType(string format) => + format.Equals("mp3", StringComparison.OrdinalIgnoreCase) ? "audio/mpeg" : + format.Equals("wav", StringComparison.OrdinalIgnoreCase) ? "audio/wav" : + format.Equals("opus", StringComparison.OrdinalIgnoreCase) ? "audio/opus" : + format.Equals("aac", StringComparison.OrdinalIgnoreCase) ? "audio/aac" : + format.Equals("flac", StringComparison.OrdinalIgnoreCase) ? "audio/flac" : + format.Equals("pcm16", StringComparison.OrdinalIgnoreCase) ? "audio/pcm" : + "audio/*"; + public static AIContent? ToAIContent(MessageContentPart part) + { + return part switch + { + // text + TextContentPart textPart => new TextContent(textPart.Text), + + // image + ImageContentPart imagePart when !string.IsNullOrEmpty(imagePart.UrlOrData) => + imagePart.UrlOrData.StartsWith("data:", StringComparison.OrdinalIgnoreCase) + ? new DataContent(imagePart.UrlOrData, "image/*") + : new UriContent(imagePart.Url, ImageUriToMediaType(imagePart.Url)), + + // audio + AudioContentPart audioPart => + new DataContent(audioPart.InputAudio.Data, AudioFormatToMediaType(audioPart.InputAudio.Format)), + + // file + FileContentPart filePart when !string.IsNullOrEmpty(filePart.File.FileId) + => new HostedFileContent(filePart.File.FileId), + FileContentPart filePart when !string.IsNullOrEmpty(filePart.File.FileData) + => new DataContent(filePart.File.FileData, "application/octet-stream") { Name = filePart.File.Filename }, + + _ => null + }; + } + + private static string ImageUriToMediaType(Uri uri) + { + string absoluteUri = uri.AbsoluteUri; + return + absoluteUri.EndsWith(".png", StringComparison.OrdinalIgnoreCase) ? "image/png" : + absoluteUri.EndsWith(".jpg", StringComparison.OrdinalIgnoreCase) ? "image/jpeg" : + absoluteUri.EndsWith(".jpeg", StringComparison.OrdinalIgnoreCase) ? "image/jpeg" : + absoluteUri.EndsWith(".gif", StringComparison.OrdinalIgnoreCase) ? "image/gif" : + absoluteUri.EndsWith(".bmp", StringComparison.OrdinalIgnoreCase) ? "image/bmp" : + absoluteUri.EndsWith(".webp", StringComparison.OrdinalIgnoreCase) ? "image/webp" : + "image/*"; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletion.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletion.cs new file mode 100644 index 00000000000..ccd15d59832 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletion.cs @@ -0,0 +1,68 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Represents a chat completion response returned by the model, based on the provided input. +/// +internal sealed record ChatCompletion +{ + /// + /// A unique identifier for the chat completion. + /// + [JsonPropertyName("id")] + [JsonRequired] + public required string Id { get; init; } + + /// + /// The object type, which is always "chat.completion". + /// + [JsonPropertyName("object")] + public string Object { get; init; } = "chat.completion"; + + /// + /// The Unix timestamp (in seconds) of when the chat completion was created. + /// + [JsonPropertyName("created")] + [JsonRequired] + public required long Created { get; init; } + + /// + /// The model used for the chat completion. + /// + [JsonPropertyName("model")] + [JsonRequired] + public required string Model { get; init; } + + /// + /// A list of chat completion choices. Can be more than one if n is greater than 1. + /// + [JsonPropertyName("choices")] + [JsonRequired] + public required IList Choices { get; init; } + + /// + /// Usage statistics for the completion request. + /// + [JsonPropertyName("usage")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public CompletionUsage? Usage { get; init; } + + /// + /// The service tier used for processing the request. This field is only included if the service_tier parameter is specified in the request. + /// + [JsonPropertyName("service_tier")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? ServiceTier { get; init; } + + /// + /// This fingerprint represents the backend configuration that the model runs with. + /// Can be used in conjunction with the seed request parameter to understand when backend changes have been made that might impact determinism. + /// + [JsonPropertyName("system_fingerprint")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? SystemFingerprint { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionChoice.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionChoice.cs new file mode 100644 index 00000000000..70de23e0212 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionChoice.cs @@ -0,0 +1,216 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Represents a choice in a chat completion response. +/// +internal sealed record ChatCompletionChoice +{ + /// + /// The index of the choice in the list of choices. + /// + [JsonPropertyName("index")] + public required int Index { get; init; } + + /// + /// The reason the model stopped generating tokens. + /// This will be stop if the model hit a natural stop point or a provided stop sequence, length if the maximum number of tokens specified in the request was reached, + /// content_filter if content was omitted due to a flag from our content filters, tool_calls if the model called a tool, + /// or function_call (deprecated) if the model called a function. + /// + [JsonPropertyName("finish_reason")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? FinishReason { get; init; } + + /// + /// A chat completion message generated by the model. + /// + [JsonPropertyName("message")] + public required ChoiceMessage Message { get; init; } +} + +/// +/// A chat completion message generated by the model. +/// +internal sealed record ChoiceMessage +{ + /// + /// The role of the author of this message. + /// + [JsonPropertyName("role")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Role { get; set; } + + /// + /// A list of annotations for this message. Currently used for web search citations. + /// + [JsonPropertyName("annotations")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public IList? Annotations { get; set; } + + /// + /// The contents of the message. + /// + [JsonPropertyName("content")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Content { get; set; } + + /// + /// The refusal message generated by the model. + /// + [JsonPropertyName("refusal")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Refusal { get; set; } + + /// + /// If the audio output modality is requested, this object contains data about the audio response from the model. + /// + [JsonPropertyName("audio")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public ChoiceMessageAudio? Audio { get; set; } + + /// + /// Deprecated and replaced by tool_calls. The name and arguments of a function that should be called, as generated by the model. + /// + [JsonPropertyName("function_call")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public ChoiceMessageFunctionCall? FunctionCall { get; set; } + + /// + /// The tool calls generated by the model, such as function calls. + /// + [JsonPropertyName("tool_calls")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public IList? ToolCalls { get; set; } +} + +/// +/// Audio output data in a chat completion message. +/// +internal sealed record ChoiceMessageAudio +{ + /// + /// Base64 encoded audio bytes generated by the model, in the format specified in the request. + /// + [JsonPropertyName("data")] + public string? Data { get; init; } + + /// + /// The Unix timestamp (in seconds) for when this audio response will no longer be accessible on the server for use in multi-turn conversations. + /// + [JsonPropertyName("expires_at")] + public int ExpiresAt { get; init; } + + /// + /// Unique identifier for this audio response. + /// + [JsonPropertyName("id")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Id { get; init; } + + /// + /// Transcript of the audio generated by the model. + /// + [JsonPropertyName("transcript")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Transcript { get; init; } +} + +/// +/// Deprecated. The name and arguments of a function that should be called, as generated by the model. +/// +internal sealed record ChoiceMessageFunctionCall +{ + /// + /// The name of the function to call. + /// + [JsonPropertyName("name")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Name { get; init; } + + /// + /// The arguments to call the function with, as generated by the model in JSON format. + /// Note that the model does not always generate valid JSON, and may hallucinate parameters not defined by your function schema. + /// Validate the arguments in your code before calling your function. + /// + [JsonPropertyName("arguments")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Arguments { get; init; } +} + +/// +/// Represents a tool call generated by the model. +/// +internal sealed record ChoiceMessageToolCall +{ + /// + /// The ID of the tool call. + /// + [JsonPropertyName("id")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Id { get; init; } + + /// + /// The type of the tool. + /// + public string Type => "function"; + + /// + /// The function that the model called. + /// + [JsonPropertyName("function")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public ChoiceMessageFunctionCall? Function { get; set; } +} + +/// +/// An annotation for a message, used for web search citations. +/// +internal sealed record ChoiceMessageAnnotation +{ + /// + /// The type of annotation. Always 'url_citation' for web search results. + /// + [JsonPropertyName("type")] + public string Type => "url_citation"; + + /// + /// The URL citation details. + /// + [JsonPropertyName("url_citation")] + public required AnnotationUrlCitation AnnotationUrlCitation { get; init; } +} + +/// +/// A citation to a URL for a web search result. +/// +internal sealed record AnnotationUrlCitation +{ + /// + /// The character index in the message content where the citation ends. + /// + [JsonPropertyName("end_index")] + public int? EndIndex { get; init; } + + /// + /// The character index in the message content where the citation starts. + /// + [JsonPropertyName("start_index")] + public int? StartIndex { get; init; } + + /// + /// The title of the cited resource. + /// + [JsonPropertyName("title")] + public string? Title { get; set; } + + /// + /// The URL of the cited resource. + /// + [JsonPropertyName("url")] + public string? Url { get; set; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionChunk.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionChunk.cs new file mode 100644 index 00000000000..204c5c07b35 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionChunk.cs @@ -0,0 +1,121 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Represents a chunk of chat completion response returned by the model, based on the provided input. +/// +internal sealed record ChatCompletionChunk +{ + /// + /// A unique identifier for the chat completion. Each chunk has the same ID. + /// + [JsonPropertyName("id")] + [JsonRequired] + public required string Id { get; init; } + + /// + /// A list of chat completion choices. Can be more than one if n is greater than 1. + /// + [JsonPropertyName("choices")] + [JsonRequired] + public required IList Choices { get; init; } + + /// + /// The object type, which is always "chat.completion.chunk". + /// + [JsonPropertyName("object")] + public string Object => "chat.completion.chunk"; + + /// + /// The Unix timestamp (in seconds) of when the chat completion was created. Each chunk has the same timestamp. + /// + [JsonPropertyName("created")] + [JsonRequired] + public required long Created { get; init; } + + /// + /// The model to generate the completion. + /// + [JsonPropertyName("model")] + [JsonRequired] + public required string Model { get; init; } + + /// + /// Usage statistics for the completion request. + /// + [JsonPropertyName("usage")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public CompletionUsage? Usage { get; init; } + + /// + /// The service tier used for processing the request. This field is only included if the service_tier parameter is specified in the request. + /// + [JsonPropertyName("service_tier")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? ServiceTier { get; init; } + + /// + /// This fingerprint represents the backend configuration that the model runs with. + /// Can be used in conjunction with the seed request parameter to understand when backend changes have been made that might impact determinism. + /// + [JsonPropertyName("system_fingerprint")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? SystemFingerprint { get; init; } +} + +internal sealed record ChatCompletionChoiceChunk +{ + /// + /// The index of the choice in the list of choices. + /// + [JsonPropertyName("index")] + public required int Index { get; init; } + + /// + /// The reason the model stopped generating tokens. + /// This will be stop if the model hit a natural stop point or a provided stop sequence, length if the maximum number of tokens specified in the request was reached, + /// content_filter if content was omitted due to a flag from our content filters, tool_calls if the model called a tool, or function_call (deprecated) if the model called a function. + /// + [JsonPropertyName("finish_reason")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? FinishReason { get; init; } + + [JsonPropertyName("delta")] + public required ChatCompletionDelta Delta { get; init; } +} + +internal sealed record ChatCompletionDelta +{ + /// + /// The contents of the chunk message. + /// + [JsonPropertyName("content")] + public string? Content { get; init; } + + /// + /// The refusal message generated by the model. + /// + [JsonPropertyName("refusal")] + public string? Refusal { get; init; } + + /// + /// The role of the author of this message. + /// + [JsonPropertyName("role")] + public string? Role { get; set; } + + /// + /// Deprecated and replaced by tool_calls. The name and arguments of a function that should be called, as generated by the model. + /// + [JsonPropertyName("function_call")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public ChoiceMessageFunctionCall? FunctionCall { get; set; } + + [JsonPropertyName("tool_calls")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public IList? ToolCalls { get; set; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionRequestMessage.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionRequestMessage.cs new file mode 100644 index 00000000000..3e9483c616f --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ChatCompletionRequestMessage.cs @@ -0,0 +1,175 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Linq; +using System.Text.Json.Serialization; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Converters; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Represents a message in a chat completion request. +/// +[JsonPolymorphic(TypeDiscriminatorPropertyName = "role", UnknownDerivedTypeHandling = JsonUnknownDerivedTypeHandling.FailSerialization)] +[JsonDerivedType(typeof(DeveloperMessage), "developer")] +[JsonDerivedType(typeof(SystemMessage), "system")] +[JsonDerivedType(typeof(UserMessage), "user")] +[JsonDerivedType(typeof(AssistantMessage), "assistant")] +[JsonDerivedType(typeof(ToolMessage), "tool")] +[JsonDerivedType(typeof(FunctionMessage), "function")] +internal abstract record ChatCompletionRequestMessage +{ + /// + /// The role of the content. + /// + [JsonIgnore] + public abstract string Role { get; } + + /// + /// The contents of the message. + /// + [JsonPropertyName("content")] + public required MessageContent Content { get; init; } + + /// + /// Converts to a . + /// + /// A representing the message. + /// Thrown when the content is neither text nor AI contents. + public virtual ChatMessage ToChatMessage() + { + if (this.Content.IsText) + { + return new(ChatRole.User, this.Content.Text); + } + else if (this.Content.IsContents) + { + var aiContents = this.Content.Contents.Select(MessageContentPartConverter.ToAIContent).Where(c => c is not null).ToList(); + return new ChatMessage(ChatRole.User, aiContents!); + } + + throw new InvalidOperationException("MessageContent has no value"); + } +} + +/// +/// A developer message in a chat completion request. +/// Developer messages are used to provide instructions to the model at the system level. +/// +internal sealed record DeveloperMessage : ChatCompletionRequestMessage +{ + /// + [JsonIgnore] + public override string Role => "developer"; + + /// + /// An optional name for the participant. + /// Provides the model information to differentiate between participants of the same role. + /// + [JsonPropertyName("name")] + public string? Name { get; init; } +} + +/// +/// A system message in a chat completion request. +/// System messages provide high-level instructions for the conversation. +/// +internal sealed record SystemMessage : ChatCompletionRequestMessage +{ + /// + [JsonIgnore] + public override string Role => "system"; + + /// + /// An optional name for the participant. + /// Provides the model information to differentiate between participants of the same role. + /// + [JsonPropertyName("name")] + public string? Name { get; init; } +} + +/// +/// A user message in a chat completion request. +/// User messages represent input from the end user. +/// +internal sealed record UserMessage : ChatCompletionRequestMessage +{ + /// + [JsonIgnore] + public override string Role => "user"; + + /// + /// An optional name for the participant. + /// Provides the model information to differentiate between participants of the same role. + /// + [JsonPropertyName("name")] + public string? Name { get; init; } +} + +/// +/// An assistant message in a chat completion request. +/// Assistant messages represent previous responses from the model, used in multi-turn conversations. +/// +internal sealed record AssistantMessage : ChatCompletionRequestMessage +{ + /// + [JsonIgnore] + public override string Role => "assistant"; + + /// + /// An optional name for the participant. + /// Provides the model information to differentiate between participants of the same role. + /// + [JsonPropertyName("name")] + public string? Name { get; init; } +} + +/// +/// A tool message in a chat completion request. +/// Tool messages contain the result of a tool call made by the assistant. +/// +internal sealed record ToolMessage : ChatCompletionRequestMessage +{ + /// + [JsonIgnore] + public override string Role => "tool"; + + /// + /// Tool call that this message is responding to. + /// + [JsonPropertyName("tool_call_id")] + public required string ToolCallId { get; set; } +} + +/// +/// Deprecated. A function message in a chat completion request. +/// Function messages have been replaced by tool messages. +/// +internal sealed record FunctionMessage : ChatCompletionRequestMessage +{ + /// + [JsonIgnore] + public override string Role => "function"; + + /// + /// The name of the function to call. + /// + [JsonPropertyName("name")] + public required string Name { get; init; } + + /// + /// Converts to a . + /// + /// A representing the message. + /// Thrown when the content is not text. + public override ChatMessage ToChatMessage() + { + if (this.Content.IsText) + { + return new(ChatRole.User, this.Content.Text); + } + + throw new InvalidOperationException("FunctionMessage Content must be text"); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/CompletionUsage.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/CompletionUsage.cs new file mode 100644 index 00000000000..3e7632bf6e7 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/CompletionUsage.cs @@ -0,0 +1,133 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Represents usage statistics for a chat completion request. +/// +internal sealed record CompletionUsage +{ + public static CompletionUsage Zero { get; } = new() + { + CompletionTokens = 0, + PromptTokens = 0, + TotalTokens = 0, + CompletionTokensDetails = new() + { + AcceptedPredictionTokens = 0, + AudioTokens = 0, + ReasoningTokens = 0, + RejectedPredictionTokens = 0 + }, + PromptTokensDetails = new() + { + AudioTokens = 0, + CachedTokens = 0 + }, + }; + + /// + /// Number of tokens in the generated completion. + /// + [JsonPropertyName("completion_tokens")] + public int? CompletionTokens { get; set; } + + /// + /// Number of tokens in the prompt. + /// + [JsonPropertyName("prompt_tokens")] + public int? PromptTokens { get; set; } + + /// + /// Total number of tokens used in the request (prompt + completion). + /// + [JsonPropertyName("total_tokens")] + public int? TotalTokens { get; set; } + + /// + /// Breakdown of tokens used in the generated completion. + /// + [JsonPropertyName("completion_tokens_details")] + public required CompletionTokensDetails CompletionTokensDetails { get; set; } + + /// + /// Breakdown of tokens used in the prompt. + /// + [JsonPropertyName("prompt_tokens_details")] + public required PromptTokensDetails PromptTokensDetails { get; set; } + + public static CompletionUsage operator +(CompletionUsage left, CompletionUsage right) => new() + { + CompletionTokens = left.CompletionTokens + right.CompletionTokens, + PromptTokens = left.PromptTokens + right.PromptTokens, + TotalTokens = left.TotalTokens + right.TotalTokens, + CompletionTokensDetails = left.CompletionTokensDetails + right.CompletionTokensDetails, + PromptTokensDetails = left.PromptTokensDetails + right.PromptTokensDetails + }; +} + +/// +/// Breakdown of tokens used in a completion. +/// +internal sealed record CompletionTokensDetails +{ + /// + /// When using Predicted Outputs, the number of tokens in the prediction that appeared in the completion. + /// + [JsonPropertyName("accepted_prediction_tokens")] + public int AcceptedPredictionTokens { get; set; } + + /// + /// Audio input tokens generated by the model. + /// + [JsonPropertyName("audio_tokens")] + public int AudioTokens { get; set; } + + /// + /// Tokens generated by the model for reasoning. + /// + [JsonPropertyName("reasoning_tokens")] + public int ReasoningTokens { get; set; } + + /// + /// When using Predicted Outputs, the number of tokens in the prediction that did not appear in the completion. + /// However, like reasoning tokens, these tokens are still counted in the total completion tokens for purposes of billing, + /// output, and context window limits. + /// + [JsonPropertyName("rejected_prediction_tokens")] + public int RejectedPredictionTokens { get; set; } + + public static CompletionTokensDetails operator +(CompletionTokensDetails left, CompletionTokensDetails right) => new() + { + AcceptedPredictionTokens = left.AcceptedPredictionTokens + right.AcceptedPredictionTokens, + AudioTokens = left.AudioTokens + right.AudioTokens, + ReasoningTokens = left.ReasoningTokens + right.ReasoningTokens, + RejectedPredictionTokens = left.RejectedPredictionTokens + right.RejectedPredictionTokens + }; +} + +/// +/// Breakdown of tokens used in the prompt. +/// +internal sealed record PromptTokensDetails +{ + /// + /// Audio input tokens present in the prompt. + /// + [JsonPropertyName("audio_tokens")] + public int AudioTokens { get; set; } + + /// + /// Cached tokens present in the prompt. + /// + [JsonPropertyName("cached_tokens")] + public int CachedTokens { get; set; } + + public static PromptTokensDetails operator +(PromptTokensDetails left, PromptTokensDetails right) => new() + { + AudioTokens = left.AudioTokens + right.AudioTokens, + CachedTokens = left.CachedTokens + right.CachedTokens + }; +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/CreateChatCompletion.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/CreateChatCompletion.cs new file mode 100644 index 00000000000..2bcf5099661 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/CreateChatCompletion.cs @@ -0,0 +1,258 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Request to create a chat completion. +/// +internal sealed record CreateChatCompletion +{ + /// + /// A list of messages comprising the conversation so far. + /// + [JsonPropertyName("messages")] + [JsonRequired] + public required IList Messages { get; set; } + + /// + /// Model ID used to generate the response, like `gpt-4o` or `o3`. + /// + [JsonPropertyName("model")] + [JsonRequired] + public required string Model { get; set; } + + /// + /// Parameters for audio output. Required when audio output is requested with modalities: ["audio"]. + /// + [JsonPropertyName("audio")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public object? Audio { get; set; } + + /// + /// Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text so far. + /// + [JsonPropertyName("frequency_penalty")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public float? FrequencyPenalty { get; set; } + + /// + /// Deprecated in favor of tool_choice. Controls which (if any) function is called by the model. + /// + [JsonPropertyName("function_call")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + [Obsolete("Deprecated in favor of ToolChoice.")] + public object? FunctionCall { get; set; } + + /// + /// Deprecated in favor of tools. A list of functions the model may generate JSON inputs for. + /// + [JsonPropertyName("functions")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + [Obsolete("Deprecated in favor of Tools.")] + public IList? Functions { get; set; } + + /// + /// Modify the likelihood of specified tokens appearing in the completion. + /// + [JsonPropertyName("logit_bias")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public Dictionary? LogitBias { get; set; } + + /// + /// Whether to return log probabilities of the output tokens or not. + /// + [JsonPropertyName("logprobs")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public bool? Logprobs { get; set; } + + /// + /// An upper bound for the number of tokens that can be generated for a completion, including visible output tokens and reasoning tokens. + /// + [JsonPropertyName("max_completion_tokens")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public int? MaxCompletionTokens { get; set; } + + /// + /// The maximum number of tokens that can be generated in the chat completion. (Deprecated in favor of max_completion_tokens) + /// + [JsonPropertyName("max_tokens")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + [Obsolete("Use MaxCompletionTokens instead. This property is deprecated and not compatible with o-series models.")] + public int? MaxTokens { get; set; } + + /// + /// Set of 16 key-value pairs that can be attached to an object. This can be useful for storing additional + /// information about the object in a structured format, and querying for objects via API or the dashboard. + /// Keys are strings with a maximum length of 64 characters. Values are strings with a maximum length of 512 characters. + /// + [JsonPropertyName("metadata")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public Dictionary? Metadata { get; set; } + + /// + /// Types of content modalities the model can output. Can include "text" and/or "audio". + /// + [JsonPropertyName("modalities")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public IList? Modalities { get; set; } + + /// + /// How many chat completion choices to generate for each input message. + /// + [JsonPropertyName("n")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public int? N { get; set; } + + /// + /// Whether to enable parallel function calling during tool use. + /// + [JsonPropertyName("parallel_tool_calls")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public bool? ParallelToolCalls { get; set; } + + /// + /// Configuration for a Predicted Output, which can greatly improve response times when large parts of the model response are known ahead of time. + /// + [JsonPropertyName("prediction")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public object? Prediction { get; set; } + + /// + /// Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the text so far. + /// + [JsonPropertyName("presence_penalty")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public float? PresencePenalty { get; set; } + + /// + /// Used by OpenAI to cache responses for similar requests to optimize your cache hit rates. + /// + [JsonPropertyName("prompt_cache_key")] + public string? PromptCacheKey { get; init; } + + /// + /// The reasoning effort level for o-series models. Can be "low", "medium", or "high". + /// + [JsonPropertyName("reasoning_effort")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? ReasoningEffort { get; set; } + + /// + /// An object specifying the format that the model must output. + /// + [JsonPropertyName("response_format")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public ResponseFormat? ResponseFormat { get; set; } + + /// + /// A stable identifier used to help detect users of your application that may be violating OpenAI's usage policies. + /// The IDs should be a string that uniquely identifies each user. We recommend hashing their username or email address, + /// in order to avoid sending us any identifying information. + /// + [JsonPropertyName("safety_identifier")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? SafetyIdentifier { get; set; } + + /// + /// If specified, the system will make a best effort to sample deterministically. + /// + [JsonPropertyName("seed")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public long? Seed { get; set; } + + /// + /// Specifies the processing type used for serving the request. + /// If set to 'auto', the request will be processed with the service tier configured in the Project settings. + /// If set to 'default', the request will be processed with standard pricing and performance. + /// If set to 'flex' or 'priority', the request will be processed with the corresponding service tier. + /// Defaults to 'auto'. + /// + [JsonPropertyName("service_tier")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? ServiceTier { get; set; } + + /// + /// Up to 4 sequences where the API will stop generating further tokens. + /// + [JsonPropertyName("stop")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public StopSequences? Stop { get; set; } + + /// + /// Whether or not to store the output of this chat completion request for use in model distillation or evals products. + /// + [JsonPropertyName("store")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public bool? Store { get; set; } + + /// + /// If set to true, the model response data will be streamed to the client using server-sent events. + /// + [JsonPropertyName("stream")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public bool? Stream { get; set; } + + /// + /// Options for streaming response. Only set this when you set stream: true. + /// + [JsonPropertyName("stream_options")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public object? StreamOptions { get; set; } + + /// + /// What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, + /// while lower values like 0.2 will make it more focused and deterministic. + /// We generally recommend altering this or top_p but not both. Defaults to 1. + /// + [JsonPropertyName("temperature")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public float? Temperature { get; set; } + + /// + /// Controls which (if any) tool is called by the model. + /// + [JsonPropertyName("tool_choice")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public ToolChoice? ToolChoice { get; set; } + + /// + /// A list of tools the model may call. Can include custom tools or function tools. + /// + [JsonPropertyName("tools")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public IList? Tools { get; set; } + + /// + /// An integer between 0 and 20 specifying the number of most likely tokens to return at each token position. + /// + [JsonPropertyName("top_logprobs")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public int? TopLogprobs { get; set; } + + /// + /// An alternative to sampling with temperature, called nucleus sampling, where the model considers the results of + /// the tokens with top_p probability mass. So 0.1 means only the tokens comprising the top 10% probability mass are considered. + /// We generally recommend altering this or temperature but not both. + /// + [JsonPropertyName("top_p")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public float? TopP { get; set; } + + /// + /// Level of detail in the model's output. Can be "standard" or "verbose". + /// + [JsonPropertyName("verbosity")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Verbosity { get; set; } = "medium"; + + /// + /// Web search tool configuration for searching the web for relevant results. + /// + [JsonPropertyName("web_search_options")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public object? WebSearchOptions { get; set; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/MessageContent.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/MessageContent.cs new file mode 100644 index 00000000000..001d4cc4ad7 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/MessageContent.cs @@ -0,0 +1,167 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; +using System.Linq; +using System.Text.Json; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Content which is a part of . +/// Can be either a string, or a list of content parts +/// +[JsonConverter(typeof(MessageContentJsonConverter))] +internal sealed record MessageContent : IEquatable +{ + private MessageContent(string text) + { + this.Text = text ?? throw new ArgumentNullException(nameof(text)); + this.Contents = null; + } + + private MessageContent(IReadOnlyList contents) + { + this.Contents = contents ?? throw new ArgumentNullException(nameof(contents)); + this.Text = null; + } + + /// + /// Creates an MessageContent from a text string. + /// + public static MessageContent FromText(string text) => new(text); + + /// + /// Creates an MessageContent from a list of MessageContentPart items. + /// + public static MessageContent FromContents(IReadOnlyList contents) => new(contents); + + /// + /// Creates an MessageContent from a list of MessageContentPart items. + /// + public static MessageContent FromContents(params MessageContentPart[] contents) => new(contents); + + /// + /// Implicit conversion from string to MessageContent. + /// + public static implicit operator MessageContent(string text) => FromText(text); + + /// + /// Implicit conversion from List to MessageContent. + /// + public static implicit operator MessageContent(List contents) => FromContents(contents); + + /// + /// Gets whether this content is text. + /// + [MemberNotNullWhen(true, nameof(Text))] + public bool IsText => this.Text is not null; + + /// + /// Gets whether this content is a list of ItemContent items. + /// + [MemberNotNullWhen(true, nameof(Contents))] + public bool IsContents => this.Contents is not null; + + /// + /// Gets the text value, or null if this is not text content. + /// + public string? Text { get; } + + /// + /// Gets the ItemContent items, or null if this is not a content list. + /// + public IReadOnlyList? Contents { get; } + + /// + public bool Equals(MessageContent? other) + { + if (other is null) + { + return false; + } + + if (ReferenceEquals(this, other)) + { + return true; + } + + // Both text + if (this.Text is not null && other.Text is not null) + { + return this.Text == other.Text; + } + + // Both contents + if (this.Contents is not null + && other.Contents is not null + && this.Contents.Count == other.Contents.Count) + { + return this.Contents.SequenceEqual(other.Contents); + } + + // One is text, one is contents - not equal + return false; + } + + /// + public override int GetHashCode() + { + if (this.Text is not null) + { + return this.Text.GetHashCode(); + } + + if (this.Contents is not null) + { + return this.Contents.Count > 0 ? this.Contents[0].GetHashCode() : 0; + } + + return 0; + } +} + +/// +/// JSON converter for . +/// +internal sealed class MessageContentJsonConverter : JsonConverter +{ + public override MessageContent? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) + { + // Check if it's a string + if (reader.TokenType == JsonTokenType.String) + { + var text = reader.GetString(); + return text is not null ? MessageContent.FromText(text) : null; + } + + // Check if it's an array of ItemContent + if (reader.TokenType == JsonTokenType.StartArray) + { + var contents = JsonSerializer.Deserialize(ref reader, ChatCompletionsJsonContext.Default.IReadOnlyListMessageContentPart); + return contents?.Count > 0 + ? MessageContent.FromContents(contents) + : MessageContent.FromText(string.Empty); + } + + throw new JsonException($"Unexpected token type for MessageContent: {reader.TokenType}"); + } + + public override void Write(Utf8JsonWriter writer, MessageContent value, JsonSerializerOptions options) + { + if (value.IsText) + { + writer.WriteStringValue(value.Text); + } + else if (value.IsContents) + { + JsonSerializer.Serialize(writer, value.Contents, ChatCompletionsJsonContext.Default.IReadOnlyListMessageContentPart); + } + else + { + throw new JsonException("MessageContent has no value"); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/MessageContentPart.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/MessageContentPart.cs new file mode 100644 index 00000000000..a626190d8e6 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/MessageContentPart.cs @@ -0,0 +1,160 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Represents a part of message content in a chat completion request. +/// Message content can be text, images, audio, or files. +/// +[JsonPolymorphic(TypeDiscriminatorPropertyName = "type", UnknownDerivedTypeHandling = JsonUnknownDerivedTypeHandling.FailSerialization)] +[JsonDerivedType(typeof(TextContentPart), "text")] +[JsonDerivedType(typeof(ImageContentPart), "image_url")] +[JsonDerivedType(typeof(AudioContentPart), "input_audio")] +[JsonDerivedType(typeof(FileContentPart), "file")] +internal abstract record MessageContentPart +{ + /// + /// The type of the content. + /// + [JsonIgnore] + public abstract string Type { get; } +} + +/// +/// A text content part in a message. +/// +internal sealed record TextContentPart : MessageContentPart +{ + /// + [JsonIgnore] + public override string Type => "text"; + + /// + /// The text content. + /// + [JsonPropertyName("text")] + public required string Text { get; set; } +} + +/// +/// An image content part in a message. +/// +internal sealed record ImageContentPart : MessageContentPart +{ + /// + [JsonIgnore] + public override string Type => "image_url"; + + /// + /// Details about the image URL or base64-encoded image data. + /// + [JsonPropertyName("image_url")] + public required ImageUrl ImageUrl { get; set; } + + /// + /// Gets the URL or base64-encoded data of the image. + /// + [JsonIgnore] + public string UrlOrData => this.ImageUrl.Url; + + /// + /// Gets the URL of the image. + /// + [JsonIgnore] + public Uri Url => new(this.ImageUrl.Url); +} + +/// +/// Details about an image for vision-enabled models. +/// +internal sealed record ImageUrl +{ + /// + /// Either a URL of the image or the base64 encoded image data + /// + [JsonPropertyName("url")] + public required string Url { get; set; } + + /// + /// Specifies the detail level of the image + /// + [JsonPropertyName("detail")] + public string? Detail { get; set; } +} + +/// +/// An audio content part in a message. +/// +internal sealed record AudioContentPart : MessageContentPart +{ + /// + [JsonIgnore] + public override string Type => "input_audio"; + + /// + /// The input audio data. + /// + [JsonPropertyName("input_audio")] + public required InputAudio InputAudio { get; set; } +} + +/// +/// Input audio data for audio-enabled models. +/// +internal sealed record InputAudio +{ + /// + /// Base64 encoded audio data. + /// + [JsonPropertyName("data")] + public required string Data { get; set; } + + /// + /// The format of the encoded audio data. Currently supports "wav" and "mp3". + /// + [JsonPropertyName("format")] + public required string Format { get; set; } +} + +/// +/// A file content part in a message. +/// +internal sealed record FileContentPart : MessageContentPart +{ + /// + [JsonIgnore] + public override string Type => "file"; + + /// + /// The input file data. + /// + [JsonPropertyName("file")] + public required InputFile File { get; set; } +} + +/// +/// Input file data for file-enabled models. +/// +internal sealed record InputFile +{ + /// + /// The base64 encoded file data, used when passing the file to the model as a string. + /// + [JsonPropertyName("file_data")] + public string? FileData { get; set; } + + /// + /// The ID of an uploaded file to use as input. + /// + [JsonPropertyName("file_id")] + public string? FileId { get; set; } + + /// + /// The name of the file, used when passing the file to the model as a string. + /// + [JsonPropertyName("filename")] + public string? Filename { get; set; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ResponseFormat.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ResponseFormat.cs new file mode 100644 index 00000000000..74509d94b5a --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ResponseFormat.cs @@ -0,0 +1,282 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Specifies the format that the model must output. +/// +[JsonConverter(typeof(ResponseFormatConverter))] +internal sealed record ResponseFormat : IEquatable +{ + private ResponseFormat(TextResponseFormat text) + { + this.Text = text ?? throw new ArgumentNullException(nameof(text)); + this.JsonSchema = null; + this.JsonObject = null; + } + + private ResponseFormat(JsonSchemaResponseFormat jsonSchema) + { + this.JsonSchema = jsonSchema ?? throw new ArgumentNullException(nameof(jsonSchema)); + this.Text = null; + this.JsonObject = null; + } + + private ResponseFormat(JsonObjectResponseFormat jsonObject) + { + this.JsonObject = jsonObject ?? throw new ArgumentNullException(nameof(jsonObject)); + this.Text = null; + this.JsonSchema = null; + } + + /// + /// Creates a ResponseFormat for text output (default). + /// + public static ResponseFormat FromText() => new(new TextResponseFormat()); + + /// + /// Creates a ResponseFormat for JSON Schema output with Structured Outputs. + /// + public static ResponseFormat FromJsonSchema(JsonSchemaResponseFormat jsonSchema) => new(jsonSchema); + + /// + /// Creates a ResponseFormat for JSON object output (older JSON mode). + /// + public static ResponseFormat FromJsonObject() => new(new JsonObjectResponseFormat()); + + /// + /// Gets whether this is a text response format. + /// + [MemberNotNullWhen(true, nameof(Text))] + public bool IsText => this.Text is not null; + + /// + /// Gets whether this is a JSON schema response format. + /// + [MemberNotNullWhen(true, nameof(JsonSchema))] + public bool IsJsonSchema => this.JsonSchema is not null; + + /// + /// Gets whether this is a JSON object response format. + /// + [MemberNotNullWhen(true, nameof(JsonObject))] + public bool IsJsonObject => this.JsonObject is not null; + + /// + /// Gets the text response format, or null if this is not a text format. + /// + public TextResponseFormat? Text { get; } + + /// + /// Gets the JSON schema response format, or null if this is not a JSON schema format. + /// + public JsonSchemaResponseFormat? JsonSchema { get; } + + /// + /// Gets the JSON object response format, or null if this is not a JSON object format. + /// + public JsonObjectResponseFormat? JsonObject { get; } + + /// + public bool Equals(ResponseFormat? other) + { + if (other is null) + { + return false; + } + + if (ReferenceEquals(this, other)) + { + return true; + } + + if (this.Text is not null && other.Text is not null) + { + return this.Text.Equals(other.Text); + } + + if (this.JsonSchema is not null && other.JsonSchema is not null) + { + return this.JsonSchema.Equals(other.JsonSchema); + } + + if (this.JsonObject is not null && other.JsonObject is not null) + { + return this.JsonObject.Equals(other.JsonObject); + } + + return false; + } + + /// + public override int GetHashCode() + { + if (this.Text is not null) + { + return this.Text.GetHashCode(); + } + + if (this.JsonSchema is not null) + { + return this.JsonSchema.GetHashCode(); + } + + if (this.JsonObject is not null) + { + return this.JsonObject.GetHashCode(); + } + + return 0; + } +} + +/// +/// Text response format. Default response format used to generate text responses. +/// +internal sealed record TextResponseFormat +{ + /// + /// The type of response format. Always "text". + /// + [JsonPropertyName("type")] + public string Type => "text"; +} + +/// +/// JSON Schema response format. Used to generate structured JSON responses with Structured Outputs. +/// +internal sealed record JsonSchemaResponseFormat +{ + /// + /// The type of response format. Always "json_schema". + /// + [JsonPropertyName("type")] + public string Type => "json_schema"; + + /// + /// Structured Outputs configuration options, including a JSON Schema. + /// + [JsonPropertyName("json_schema")] + [JsonRequired] + public required JsonSchemaConfiguration JsonSchema { get; init; } +} + +/// +/// Configuration for JSON Schema Structured Outputs. +/// +internal sealed record JsonSchemaConfiguration +{ + /// + /// The name of the schema. + /// + [JsonPropertyName("name")] + [JsonRequired] + public required string Name { get; init; } + + /// + /// A description of the schema. + /// + [JsonPropertyName("description")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Description { get; init; } + + /// + /// The JSON Schema definition. + /// + [JsonPropertyName("schema")] + [JsonRequired] + public required JsonElement Schema { get; init; } + + /// + /// Whether to enable strict schema adherence. + /// + [JsonPropertyName("strict")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public bool? Strict { get; init; } +} + +/// +/// JSON object response format. An older method of generating JSON responses. +/// Using json_schema is recommended for models that support it. +/// +internal sealed record JsonObjectResponseFormat +{ + /// + /// The type of response format. Always "json_object". + /// + [JsonPropertyName("type")] + public string Type => "json_object"; +} + +/// +/// JSON converter for that handles different response format types. +/// +internal sealed class ResponseFormatConverter : JsonConverter +{ + /// + public override ResponseFormat? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) + { + if (reader.TokenType == JsonTokenType.Null) + { + return null; + } + + if (reader.TokenType == JsonTokenType.StartObject) + { + using var doc = JsonDocument.ParseValue(ref reader); + var root = doc.RootElement; + + if (root.TryGetProperty("type", out var typeProperty)) + { + var type = typeProperty.GetString(); + return type switch + { + "text" => ResponseFormat.FromText(), + + "json_schema" => ResponseFormat.FromJsonSchema( + JsonSerializer.Deserialize(root.GetRawText(), ChatCompletionsJsonContext.Default.JsonSchemaResponseFormat)!), + + "json_object" => ResponseFormat.FromJsonObject(), + + _ => throw new JsonException($"Unknown response format type: {type}") + }; + } + + throw new JsonException("Response format object must have a 'type' property."); + } + + throw new JsonException($"Unexpected token type '{reader.TokenType}' when deserializing ResponseFormat."); + } + + /// + public override void Write(Utf8JsonWriter writer, ResponseFormat? value, JsonSerializerOptions options) + { + if (value is null) + { + writer.WriteNullValue(); + return; + } + + if (value.IsText) + { + JsonSerializer.Serialize(writer, value.Text, ChatCompletionsJsonContext.Default.TextResponseFormat); + } + else if (value.IsJsonSchema) + { + JsonSerializer.Serialize(writer, value.JsonSchema, ChatCompletionsJsonContext.Default.JsonSchemaResponseFormat); + } + else if (value.IsJsonObject) + { + JsonSerializer.Serialize(writer, value.JsonObject, ChatCompletionsJsonContext.Default.JsonObjectResponseFormat); + } + else + { + writer.WriteNullValue(); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/StopSequences.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/StopSequences.cs new file mode 100644 index 00000000000..bed3b2a3206 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/StopSequences.cs @@ -0,0 +1,193 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; +using System.Linq; +using System.Text.Json; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Represents stop sequences for chat completion generation. +/// Up to 4 sequences where the API will stop generating further tokens. +/// +[JsonConverter(typeof(StopSequencesConverter))] +internal sealed record StopSequences : IEquatable +{ + private StopSequences(string singleSequence) + { + this.SingleSequence = singleSequence ?? throw new ArgumentNullException(nameof(singleSequence)); + this.Sequences = null; + } + + private StopSequences(IList sequences) + { + if (sequences is null || sequences.Count == 0) + { + throw new ArgumentException("Sequences cannot be null or empty.", nameof(sequences)); + } + + if (sequences.Count > 4) + { + throw new ArgumentException("Maximum of 4 stop sequences are allowed.", nameof(sequences)); + } + + this.Sequences = sequences; + this.SingleSequence = null; + } + + /// + /// Creates a StopSequences from a single stop sequence string. + /// + public static StopSequences FromString(string sequence) => new(sequence); + + /// + /// Creates a StopSequences from a list of stop sequences. + /// + public static StopSequences FromSequences(IList sequences) => new(sequences); + + /// + /// Implicit conversion from string to StopSequences. + /// + public static implicit operator StopSequences(string sequence) => FromString(sequence); + + /// + /// Implicit conversion from string array to StopSequences. + /// + public static implicit operator StopSequences(string[] sequences) => FromSequences(sequences); + + /// + /// Implicit conversion from List to StopSequences. + /// + public static implicit operator StopSequences(List sequences) => FromSequences(sequences); + + /// + /// Gets whether this is a single stop sequence. + /// + [MemberNotNullWhen(true, nameof(SingleSequence))] + public bool IsSingleSequence => this.SingleSequence is not null; + + /// + /// Gets whether this contains multiple stop sequences. + /// + [MemberNotNullWhen(true, nameof(Sequences))] + public bool IsSequences => this.Sequences is not null; + + /// + /// Gets the single stop sequence, or null if this contains multiple sequences. + /// + public string? SingleSequence { get; } + + /// + /// Gets the list of stop sequences, or null if this is a single sequence. + /// + public IList? Sequences { get; } + + public IList SequenceList => + this.IsSingleSequence ? [this.SingleSequence] : + this.IsSequences ? this.Sequences : []; + + /// + public bool Equals(StopSequences? other) + { + if (other is null) + { + return false; + } + + if (ReferenceEquals(this, other)) + { + return true; + } + + // Both single sequences + if (this.SingleSequence is not null && other.SingleSequence is not null) + { + return this.SingleSequence == other.SingleSequence; + } + + // Both sequences + if (this.Sequences is not null && other.Sequences is not null) + { + return this.Sequences.SequenceEqual(other.Sequences); + } + + // One is single, one is sequences - not equal + return false; + } + + /// + public override int GetHashCode() + { + if (this.SingleSequence is not null) + { + return this.SingleSequence.GetHashCode(); + } + + if (this.Sequences is not null) + { + return this.Sequences.Count > 0 ? this.Sequences[0].GetHashCode() : 0; + } + + return 0; + } +} + +/// +/// JSON converter for that handles string, array, and null representations. +/// +internal sealed class StopSequencesConverter : JsonConverter +{ + /// + public override StopSequences? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) + { + // Handle null + if (reader.TokenType == JsonTokenType.Null) + { + return null; + } + + // Handle single string + if (reader.TokenType == JsonTokenType.String) + { + string? sequence = reader.GetString(); + return sequence is not null ? StopSequences.FromString(sequence) : null; + } + + // Handle array of strings + if (reader.TokenType == JsonTokenType.StartArray) + { + var sequences = JsonSerializer.Deserialize(ref reader, ChatCompletionsJsonContext.Default.IListString); + return sequences?.Count > 0 + ? StopSequences.FromSequences(sequences) + : StopSequences.FromString(string.Empty); + } + + throw new JsonException($"Unexpected token type '{reader.TokenType}' when deserializing StopSequences. Expected String, StartArray, or Null."); + } + + /// + public override void Write(Utf8JsonWriter writer, StopSequences? value, JsonSerializerOptions options) + { + if (value is null) + { + writer.WriteNullValue(); + return; + } + + if (value.IsSingleSequence) + { + writer.WriteStringValue(value.SingleSequence); + } + else if (value.IsSequences) + { + JsonSerializer.Serialize(writer, value.Sequences, ChatCompletionsJsonContext.Default.IReadOnlyListMessageContentPart); + } + else + { + writer.WriteNullValue(); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/Tool.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/Tool.cs new file mode 100644 index 00000000000..470f7d15b0f --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/Tool.cs @@ -0,0 +1,164 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json; +using System.Text.Json.Serialization; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Represents a tool that the model may call. Can be either a function tool or a custom tool. +/// +[JsonPolymorphic(TypeDiscriminatorPropertyName = "type")] +[JsonDerivedType(typeof(FunctionTool), "function")] +[JsonDerivedType(typeof(CustomTool), "custom")] +internal abstract record Tool +{ + /// + /// The type of the tool. + /// + [JsonPropertyName("type")] + public abstract string Type { get; } +} + +/// +/// A function tool that can be used to generate a response. +/// +internal sealed record FunctionTool : Tool +{ + /// + /// The type of the tool. Always "function". + /// + [JsonPropertyName("type")] + public override string Type => "function"; + + /// + /// The function definition. + /// + [JsonPropertyName("function")] + [JsonRequired] + public required FunctionDefinition Function { get; init; } +} + +/// +/// Definition of a function that can be called by the model. +/// +internal sealed record FunctionDefinition +{ + /// + /// The name of the function to be called. + /// Must be a-z, A-Z, 0-9, or contain underscores and dashes, with a maximum length of 64. + /// + [JsonPropertyName("name")] + [JsonRequired] + public required string Name { get; init; } + + /// + /// A description of what the function does, used by the model to choose when and how to call the function. + /// + [JsonPropertyName("description")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Description { get; init; } + + /// + /// The parameters the function accepts, described as a JSON Schema object. + /// Omitting parameters defines a function with an empty parameter list. + /// + [JsonPropertyName("parameters")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public JsonElement? Parameters { get; init; } + + /// + /// Whether to enable strict schema adherence when generating the function call. + /// If set to true, the model will follow the exact schema defined in the parameters field. + /// Only a subset of JSON Schema is supported when strict is true. + /// Defaults to false. + /// + [JsonPropertyName("strict")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public bool? Strict { get; init; } +} + +/// +/// A custom tool that processes input using a specified format. +/// +internal sealed record CustomTool : Tool +{ + /// + /// The type of the tool. Always "custom". + /// + [JsonPropertyName("type")] + public override string Type => "custom"; + + /// + /// Properties of the custom tool. + /// + [JsonPropertyName("custom")] + [JsonRequired] + public required CustomToolProperties Custom { get; init; } +} + +/// +/// A wrapper for MEAI +/// +internal sealed class CustomAITool : AITool +{ + public CustomAITool(string name, string? description, IReadOnlyDictionary? additionalProperties) + : base() + { + this.Name = name; + this.Description = description ?? string.Empty; + this.AdditionalProperties = additionalProperties ?? new Dictionary(); + } + + public override string Name { get; } + public override string Description { get; } + public override IReadOnlyDictionary AdditionalProperties { get; } +} + +/// +/// Properties of a custom tool. +/// +internal sealed record CustomToolProperties +{ + /// + /// The name of the custom tool, used to identify it in tool calls. + /// + [JsonPropertyName("name")] + [JsonRequired] + public required string Name { get; init; } + + /// + /// Optional description of the custom tool, used to provide more context. + /// + [JsonPropertyName("description")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Description { get; init; } + + /// + /// The input format for the custom tool. Default is unconstrained text. + /// + [JsonPropertyName("format")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public CustomToolFormat? Format { get; init; } +} + +/// +/// The input format for a custom tool. +/// +internal sealed record CustomToolFormat +{ + /// + /// The type of format. Can be various schema types. + /// + [JsonPropertyName("type")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? Type { get; init; } + + /// + /// Additional format properties (schema definition). + /// + [JsonExtensionData] + public Dictionary? AdditionalProperties { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ToolChoice.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ToolChoice.cs new file mode 100644 index 00000000000..a5dcc3ff252 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Models/ToolChoice.cs @@ -0,0 +1,384 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; +using System.Text.Json; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; + +/// +/// Controls which (if any) tool is called by the model. +/// +[JsonConverter(typeof(ToolChoiceConverter))] +internal sealed record ToolChoice : IEquatable +{ + private ToolChoice(string mode) + { + this.Mode = mode ?? throw new ArgumentNullException(nameof(mode)); + this.AllowedTools = null; + this.FunctionTool = null; + this.CustomTool = null; + } + + private ToolChoice(AllowedToolsChoice allowedTools) + { + this.AllowedTools = allowedTools ?? throw new ArgumentNullException(nameof(allowedTools)); + this.Mode = null; + this.FunctionTool = null; + this.CustomTool = null; + } + + private ToolChoice(FunctionToolChoice functionTool) + { + this.FunctionTool = functionTool ?? throw new ArgumentNullException(nameof(functionTool)); + this.Mode = null; + this.AllowedTools = null; + this.CustomTool = null; + } + + private ToolChoice(CustomToolChoice customTool) + { + this.CustomTool = customTool ?? throw new ArgumentNullException(nameof(customTool)); + this.Mode = null; + this.AllowedTools = null; + this.FunctionTool = null; + } + + /// + /// Creates a ToolChoice from a mode string ("none", "auto", or "required"). + /// + public static ToolChoice FromMode(string mode) => new(mode); + + /// + /// Creates a ToolChoice that constrains tools to a pre-defined set. + /// + public static ToolChoice FromAllowedTools(AllowedToolsChoice allowedTools) => new(allowedTools); + + /// + /// Creates a ToolChoice that forces the model to call a specific function. + /// + public static ToolChoice FromFunction(FunctionToolChoice functionTool) => new(functionTool); + + /// + /// Creates a ToolChoice that forces the model to call a specific custom tool. + /// + public static ToolChoice FromCustom(CustomToolChoice customTool) => new(customTool); + + /// + /// Implicit conversion from string to ToolChoice. + /// + public static implicit operator ToolChoice(string mode) => FromMode(mode); + + /// + /// Gets whether this is a mode string. + /// + [MemberNotNullWhen(true, nameof(Mode))] + public bool IsMode => this.Mode is not null; + + /// + /// Gets whether this is an allowed tools configuration. + /// + [MemberNotNullWhen(true, nameof(AllowedTools))] + public bool IsAllowedTools => this.AllowedTools is not null; + + /// + /// Gets whether this is a function tool choice. + /// + [MemberNotNullWhen(true, nameof(FunctionTool))] + public bool IsFunctionTool => this.FunctionTool is not null; + + /// + /// Gets whether this is a custom tool choice. + /// + [MemberNotNullWhen(true, nameof(CustomTool))] + public bool IsCustomTool => this.CustomTool is not null; + + /// + /// Gets the mode string, or null if this is not a mode. + /// + public string? Mode { get; } + + /// + /// Gets the allowed tools configuration, or null if this is not an allowed tools choice. + /// + public AllowedToolsChoice? AllowedTools { get; } + + /// + /// Gets the function tool choice, or null if this is not a function tool choice. + /// + public FunctionToolChoice? FunctionTool { get; } + + /// + /// Gets the custom tool choice, or null if this is not a custom tool choice. + /// + public CustomToolChoice? CustomTool { get; } + + /// + public bool Equals(ToolChoice? other) + { + if (other is null) + { + return false; + } + + if (ReferenceEquals(this, other)) + { + return true; + } + + if (this.Mode is not null && other.Mode is not null) + { + return this.Mode == other.Mode; + } + + if (this.AllowedTools is not null && other.AllowedTools is not null) + { + return this.AllowedTools.Equals(other.AllowedTools); + } + + if (this.FunctionTool is not null && other.FunctionTool is not null) + { + return this.FunctionTool.Equals(other.FunctionTool); + } + + if (this.CustomTool is not null && other.CustomTool is not null) + { + return this.CustomTool.Equals(other.CustomTool); + } + + return false; + } + + /// + public override int GetHashCode() + { + if (this.Mode is not null) + { + return this.Mode.GetHashCode(); + } + + if (this.AllowedTools is not null) + { + return this.AllowedTools.GetHashCode(); + } + + if (this.FunctionTool is not null) + { + return this.FunctionTool.GetHashCode(); + } + + if (this.CustomTool is not null) + { + return this.CustomTool.GetHashCode(); + } + + return 0; + } +} + +/// +/// Constrains the tools available to the model to a pre-defined set. +/// +internal sealed record AllowedToolsChoice +{ + /// + /// The type of tool choice. Always "allowed_tools". + /// + [JsonPropertyName("type")] + public string Type => "allowed_tools"; + + /// + /// Constrains the tools available to the model to a pre-defined set. + /// + [JsonPropertyName("allowed_tools")] + [JsonRequired] + public required AllowedToolsConfiguration AllowedTools { get; init; } +} + +/// +/// Configuration for allowed tools. +/// +internal sealed record AllowedToolsConfiguration +{ + /// + /// Constrains the tools available to the model to a pre-defined set. + /// auto allows the model to pick from among the allowed tools and generate a message. + /// required requires the model to call one or more of the allowed tools. + /// + [JsonPropertyName("mode")] + [JsonRequired] + public required string Mode { get; init; } + + /// + /// A list of tool definitions that the model should be allowed to call. + /// + [JsonPropertyName("tools")] + [JsonRequired] + public required IList Tools { get; init; } +} + +/// +/// A tool definition in the allowed tools list. +/// +internal sealed record ToolDefinition +{ + /// + /// The type of tool (e.g., "function" or "custom"). + /// + [JsonPropertyName("type")] + [JsonRequired] + public required string Type { get; init; } + + /// + /// The function details if type is "function". + /// + [JsonPropertyName("function")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public FunctionReference? Function { get; init; } +} + +/// +/// A reference to a function by name. +/// +internal sealed record FunctionReference +{ + /// + /// The name of the function. + /// + [JsonPropertyName("name")] + [JsonRequired] + public required string Name { get; init; } +} + +/// +/// Specifies a function tool the model should use. +/// +internal sealed record FunctionToolChoice +{ + /// + /// The type of tool. Always "function". + /// + [JsonPropertyName("type")] + public string Type => "function"; + + /// + /// The function to call. + /// + [JsonPropertyName("function")] + [JsonRequired] + public required FunctionReference Function { get; init; } +} + +/// +/// Specifies a custom tool the model should use. +/// +internal sealed record CustomToolChoice +{ + /// + /// The type of tool. Always "custom". + /// + [JsonPropertyName("type")] + public string Type => "custom"; + + /// + /// The custom tool configuration. + /// + [JsonPropertyName("custom")] + [JsonRequired] + public required CustomToolObject Custom { get; init; } +} + +/// +/// A reference to a custom tool object. +/// +internal sealed record CustomToolObject +{ + /// + /// The name of the function. + /// + [JsonPropertyName("name")] + [JsonRequired] + public required string Name { get; init; } +} + +/// +/// JSON converter for that handles string and object representations. +/// +internal sealed class ToolChoiceConverter : JsonConverter +{ + /// + public override ToolChoice? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) + { + if (reader.TokenType == JsonTokenType.Null) + { + return null; + } + + if (reader.TokenType == JsonTokenType.String) + { + string? mode = reader.GetString(); + return mode is not null ? ToolChoice.FromMode(mode) : null; + } + + if (reader.TokenType == JsonTokenType.StartObject) + { + using var doc = JsonDocument.ParseValue(ref reader); + var root = doc.RootElement; + + if (root.TryGetProperty("type", out var typeProperty)) + { + var type = typeProperty.GetString(); + return type switch + { + "allowed_tools" => ToolChoice.FromAllowedTools( + JsonSerializer.Deserialize(root.GetRawText(), ChatCompletionsJsonContext.Default.AllowedToolsChoice)!), + + "function" => ToolChoice.FromFunction( + JsonSerializer.Deserialize(root.GetRawText(), ChatCompletionsJsonContext.Default.FunctionToolChoice)!), + + "custom" => ToolChoice.FromCustom( + JsonSerializer.Deserialize(root.GetRawText(), ChatCompletionsJsonContext.Default.CustomToolChoice)!), + + _ => throw new JsonException($"Unknown tool choice type: {type}") + }; + } + + throw new JsonException("Tool choice object must have a 'type' property."); + } + + throw new JsonException($"Unexpected token type '{reader.TokenType}' when deserializing ToolChoice."); + } + + /// + public override void Write(Utf8JsonWriter writer, ToolChoice? value, JsonSerializerOptions options) + { + if (value is null) + { + writer.WriteNullValue(); + return; + } + + if (value.IsMode) + { + writer.WriteStringValue(value.Mode); + } + else if (value.IsAllowedTools) + { + JsonSerializer.Serialize(writer, value.AllowedTools, ChatCompletionsJsonContext.Default.AllowedToolsChoice); + } + else if (value.IsFunctionTool) + { + JsonSerializer.Serialize(writer, value.FunctionTool, ChatCompletionsJsonContext.Default.FunctionToolChoice); + } + else if (value.IsCustomTool) + { + JsonSerializer.Serialize(writer, value.CustomTool, ChatCompletionsJsonContext.Default.CustomToolChoice); + } + else + { + writer.WriteNullValue(); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Utils/ChatCompletionsOptionsExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Utils/ChatCompletionsOptionsExtensions.cs deleted file mode 100644 index 36534c637c8..00000000000 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ChatCompletions/Utils/ChatCompletionsOptionsExtensions.cs +++ /dev/null @@ -1,52 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using System; -using System.Collections.Generic; -using System.Reflection; -using Microsoft.Shared.Diagnostics; -using OpenAI.Chat; - -namespace Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Utils; - -[System.Diagnostics.CodeAnalysis.SuppressMessage("Performance", "CA1810:Initialize reference type static fields inline", Justification = "Specifically for accessing hidden members")] -[System.Diagnostics.CodeAnalysis.SuppressMessage("Design", "CA1065:Do not raise exceptions in unexpected locations", Justification = "Specifically for accessing hidden members")] -internal static class ChatCompletionsOptionsExtensions -{ - private static readonly Func s_getStreamNullable; - private static readonly Func> s_getMessages; - - static ChatCompletionsOptionsExtensions() - { - // OpenAI SDK does not have a simple way to get the input as a c# object. - // However, it does parse most of the interesting fields into internal properties of `ChatCompletionsOptions` object. - - // --- Stream (internal bool? Stream { get; set; }) --- - const string StreamPropName = "Stream"; - var streamProp = typeof(ChatCompletionOptions).GetProperty(StreamPropName, BindingFlags.Instance | BindingFlags.NonPublic) - ?? throw new MissingMemberException(typeof(ChatCompletionOptions).FullName!, StreamPropName); - var streamGetter = streamProp.GetGetMethod(nonPublic: true) ?? throw new MissingMethodException($"{StreamPropName} getter not found."); - - s_getStreamNullable = streamGetter.CreateDelegate>(); - - // --- Messages (internal IList Messages { get; set; }) --- - const string InputPropName = "Messages"; - var inputProp = typeof(ChatCompletionOptions).GetProperty(InputPropName, BindingFlags.Instance | BindingFlags.NonPublic) - ?? throw new MissingMemberException(typeof(ChatCompletionOptions).FullName!, InputPropName); - var inputGetter = inputProp.GetGetMethod(nonPublic: true) - ?? throw new MissingMethodException($"{InputPropName} getter not found."); - - s_getMessages = inputGetter.CreateDelegate>>(); - } - - public static IList GetMessages(this ChatCompletionOptions options) - { - Throw.IfNull(options); - return s_getMessages(options); - } - - public static bool GetStream(this ChatCompletionOptions options) - { - Throw.IfNull(options); - return s_getStreamNullable(options) ?? false; - } -} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/ConversationsHttpHandler.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/ConversationsHttpHandler.cs new file mode 100644 index 00000000000..474bec96998 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/ConversationsHttpHandler.cs @@ -0,0 +1,342 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; +using Microsoft.AspNetCore.Http; +using Microsoft.AspNetCore.Mvc; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations; + +/// +/// Handles route requests for OpenAI Conversations API endpoints. +/// +internal sealed class ConversationsHttpHandler +{ + private readonly IConversationStorage _storage; + private readonly IAgentConversationIndex? _conversationIndex; + + /// + /// Initializes a new instance of the class. + /// + /// The conversation storage service. + /// Optional conversation index service. + public ConversationsHttpHandler(IConversationStorage storage, IAgentConversationIndex? conversationIndex) + { + this._storage = storage ?? throw new ArgumentNullException(nameof(storage)); + this._conversationIndex = conversationIndex; + } + + /// + /// Lists conversations by agent ID. + /// + public async Task ListConversationsByAgentAsync( + [FromQuery] string? agent_id, + CancellationToken cancellationToken) + { + if (string.IsNullOrEmpty(agent_id)) + { + return Results.BadRequest(new ErrorResponse + { + Error = new ErrorDetails + { + Message = "agent_id query parameter is required.", + Type = "invalid_request_error" + } + }); + } + + // Return empty list if conversation index is not registered + if (this._conversationIndex == null) + { + return Results.Ok(new ListResponse + { + Data = [], + HasMore = false + }); + } + + var conversationIdsResponse = await this._conversationIndex.GetConversationIdsAsync(agent_id, cancellationToken).ConfigureAwait(false); + + // Fetch full conversation objects + var conversations = new List(); + foreach (var conversationId in conversationIdsResponse.Data) + { + var conversation = await this._storage.GetConversationAsync(conversationId, cancellationToken).ConfigureAwait(false); + if (conversation is not null) + { + conversations.Add(conversation); + } + } + + return Results.Ok(new ListResponse + { + Data = conversations, + HasMore = false + }); + } + + /// + /// Creates a new conversation. + /// + public async Task CreateConversationAsync( + [FromBody] CreateConversationRequest request, + CancellationToken cancellationToken) + { + Dictionary metadata = request.Metadata ?? []; + var idGenerator = new IdGenerator(responseId: null, conversationId: null); + var conversation = new Conversation + { + Id = idGenerator.ConversationId, + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = metadata + }; + + var created = await this._storage.CreateConversationAsync(conversation, cancellationToken).ConfigureAwait(false); + + // Add initial items if provided + if (request.Items is { Count: > 0 }) + { + List itemsToAdd = [.. request.Items.Select(itemParam => itemParam.ToItemResource(idGenerator))]; + await this._storage.AddItemsAsync(created.Id, itemsToAdd, cancellationToken).ConfigureAwait(false); + } + + // Add to conversation index if available and agent_id is provided in metadata + if (this._conversationIndex != null && created.Metadata.TryGetValue("agent_id", out var agentId) && !string.IsNullOrEmpty(agentId)) + { + await this._conversationIndex.AddConversationAsync(agentId, created.Id, cancellationToken).ConfigureAwait(false); + } + + return Results.Ok(created); + } + + /// + /// Retrieves a conversation by ID. + /// + public async Task GetConversationAsync( + string conversationId, + CancellationToken cancellationToken) + { + var conversation = await this._storage.GetConversationAsync(conversationId, cancellationToken).ConfigureAwait(false); + return conversation is not null + ? Results.Ok(conversation) + : Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Conversation '{conversationId}' not found.", + Type = "invalid_request_error" + } + }); + } + + /// + /// Updates a conversation's metadata. + /// + public async Task UpdateConversationAsync( + string conversationId, + [FromBody] UpdateConversationRequest request, + CancellationToken cancellationToken) + { + var existing = await this._storage.GetConversationAsync(conversationId, cancellationToken).ConfigureAwait(false); + if (existing is null) + { + return Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Conversation '{conversationId}' not found.", + Type = "invalid_request_error" + } + }); + } + + var updated = existing with + { + Metadata = request.Metadata + }; + + var result = await this._storage.UpdateConversationAsync(updated, cancellationToken).ConfigureAwait(false); + return Results.Ok(result); + } + + /// + /// Deletes a conversation and all its messages. + /// + public async Task DeleteConversationAsync( + string conversationId, + CancellationToken cancellationToken) + { + // Get conversation first to retrieve agent_id for index removal + var conversation = await this._storage.GetConversationAsync(conversationId, cancellationToken).ConfigureAwait(false); + + var deleted = await this._storage.DeleteConversationAsync(conversationId, cancellationToken).ConfigureAwait(false); + if (!deleted) + { + return Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Conversation '{conversationId}' not found.", + Type = "invalid_request_error" + } + }); + } + + // Remove from conversation index if available and agent_id was present in metadata + if (this._conversationIndex != null && conversation?.Metadata.TryGetValue("agent_id", out var agentId) == true && !string.IsNullOrEmpty(agentId)) + { + await this._conversationIndex.RemoveConversationAsync(agentId, conversationId, cancellationToken).ConfigureAwait(false); + } + + return Results.Ok(new DeleteResponse + { + Id = conversationId, + Object = "conversation.deleted", + Deleted = true + }); + } + + /// + /// Adds items to a conversation. + /// + public async Task CreateItemsAsync( + string conversationId, + [FromBody] CreateItemsRequest request, + [FromQuery] string[]? include, + CancellationToken cancellationToken) + { + var conversation = await this._storage.GetConversationAsync(conversationId, cancellationToken).ConfigureAwait(false); + if (conversation is null) + { + return Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Conversation '{conversationId}' not found.", + Type = "invalid_request_error" + } + }); + } + + var idGenerator = new IdGenerator(responseId: null, conversationId: conversationId); + List createdItems = [.. request.Items.Select(itemParam => itemParam.ToItemResource(idGenerator))]; + await this._storage.AddItemsAsync(conversationId, createdItems, cancellationToken).ConfigureAwait(false); + + return Results.Ok(new ListResponse + { + Data = createdItems, + FirstId = createdItems.Count > 0 ? createdItems[0].Id : null, + LastId = createdItems.Count > 0 ? createdItems[^1].Id : null, + HasMore = false + }); + } + + /// + /// Lists items in a conversation. + /// + public async Task ListItemsAsync( + string conversationId, + [FromQuery] int? limit, + [FromQuery] string? order, + [FromQuery] string? after, + [FromQuery] string[]? include, + CancellationToken cancellationToken) + { + // Validate limit parameter + if (limit is < 1) + { + return Results.BadRequest(new ErrorResponse + { + Error = new ErrorDetails + { + Message = "Invalid value for 'limit': must be a positive integer.", + Type = "invalid_request_error", + Code = "invalid_value" + } + }); + } + + var conversation = await this._storage.GetConversationAsync(conversationId, cancellationToken).ConfigureAwait(false); + if (conversation is null) + { + return Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Conversation '{conversationId}' not found.", + Type = "invalid_request_error" + } + }); + } + + var result = await this._storage.ListItemsAsync(conversationId, limit, ParseOrder(order), after, cancellationToken).ConfigureAwait(false); + return Results.Ok(result); + } + + /// + /// Retrieves a specific item. + /// + public async Task GetItemAsync( + string conversationId, + string itemId, + [FromQuery] string[]? include, + CancellationToken cancellationToken) + { + var item = await this._storage.GetItemAsync(conversationId, itemId, cancellationToken).ConfigureAwait(false); + return item is not null + ? Results.Ok(item) + : Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Item '{itemId}' not found in conversation '{conversationId}'.", + Type = "invalid_request_error" + } + }); + } + + /// + /// Deletes a specific item. + /// + public async Task DeleteItemAsync( + string conversationId, + string itemId, + CancellationToken cancellationToken) + { + var deleted = await this._storage.DeleteItemAsync(conversationId, itemId, cancellationToken).ConfigureAwait(false); + if (!deleted) + { + return Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Item '{itemId}' not found in conversation '{conversationId}'.", + Type = "invalid_request_error" + } + }); + } + + return Results.Ok(new DeleteResponse + { + Id = itemId, + Object = "conversation.item.deleted", + Deleted = true + }); + } + + private static SortOrder? ParseOrder(string? order) + { + if (order is null) + { + return null; + } + + return string.Equals(order, "asc", StringComparison.OrdinalIgnoreCase) ? SortOrder.Ascending : SortOrder.Descending; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/IAgentConversationIndex.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/IAgentConversationIndex.cs new file mode 100644 index 00000000000..a1e89d16764 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/IAgentConversationIndex.cs @@ -0,0 +1,40 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations; + +/// +/// Optional service for indexing conversations by agent ID. +/// This is a non-standard extension to the OpenAI Conversations API. +/// +internal interface IAgentConversationIndex +{ + /// + /// Adds a conversation to the index for the specified agent. + /// + /// The agent identifier. + /// The conversation identifier. + /// Cancellation token. + /// A task that represents the asynchronous operation. + Task AddConversationAsync(string agentId, string conversationId, CancellationToken cancellationToken = default); + + /// + /// Removes a conversation from the index for the specified agent. + /// + /// The agent identifier. + /// The conversation identifier. + /// Cancellation token. + /// A task that represents the asynchronous operation. + Task RemoveConversationAsync(string agentId, string conversationId, CancellationToken cancellationToken = default); + + /// + /// Gets all conversation IDs for the specified agent. + /// + /// The agent identifier. + /// Cancellation token. + /// A list response containing conversation IDs associated with the agent. + Task> GetConversationIdsAsync(string agentId, CancellationToken cancellationToken = default); +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/IConversationStorage.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/IConversationStorage.cs new file mode 100644 index 00000000000..a289699edb9 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/IConversationStorage.cs @@ -0,0 +1,96 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations; + +/// +/// Storage abstraction for conversations and messages. +/// This interface provides operations specifically designed for conversation management, +/// going beyond simple key-value storage to support conversation-specific queries and operations. +/// +internal interface IConversationStorage +{ + /// + /// Creates a new conversation. + /// + /// The conversation to create. + /// Cancellation token. + /// The created conversation. + Task CreateConversationAsync(Conversation conversation, CancellationToken cancellationToken = default); + + /// + /// Retrieves a conversation by ID. + /// + /// The conversation ID. + /// Cancellation token. + /// The conversation if found, null otherwise. + Task GetConversationAsync(string conversationId, CancellationToken cancellationToken = default); + + /// + /// Updates an existing conversation. + /// + /// The conversation with updated values. + /// Cancellation token. + /// The updated conversation if found, null otherwise. + Task UpdateConversationAsync(Conversation conversation, CancellationToken cancellationToken = default); + + /// + /// Deletes a conversation and all its messages. + /// + /// The conversation ID. + /// Cancellation token. + /// True if deleted, false if not found. + Task DeleteConversationAsync(string conversationId, CancellationToken cancellationToken = default); + + // Item operations + + /// + /// Adds multiple items to a conversation atomically. + /// Items are ItemResource objects from the Responses API. + /// + /// The conversation ID to add the items to. + /// The items to add. + /// Cancellation token. + /// A task that completes when all items have been added. + Task AddItemsAsync(string conversationId, IEnumerable items, CancellationToken cancellationToken = default); + + /// + /// Retrieves an item by ID. + /// + /// The conversation ID. + /// The item ID. + /// Cancellation token. + /// The item if found, null otherwise. + Task GetItemAsync(string conversationId, string itemId, CancellationToken cancellationToken = default); + + /// + /// Lists items in a conversation with pagination support. + /// + /// The conversation ID. + /// Maximum number of items to return (default: 20, max: 100). + /// Sort order (default: Descending). + /// Cursor for pagination - return items after this ID. + /// Cancellation token. + /// A list response with items and pagination info. + Task> ListItemsAsync( + string conversationId, + int? limit = null, + SortOrder? order = null, + string? after = null, + CancellationToken cancellationToken = default); + + /// + /// Deletes a specific item from a conversation. + /// + /// The conversation ID. + /// The item ID. + /// Cancellation token. + /// True if deleted, false if not found. + Task DeleteItemAsync(string conversationId, string itemId, CancellationToken cancellationToken = default); +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/InMemoryAgentConversationIndex.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/InMemoryAgentConversationIndex.cs new file mode 100644 index 00000000000..a2e2007dbe9 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/InMemoryAgentConversationIndex.cs @@ -0,0 +1,121 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Extensions.Caching.Memory; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations; + +/// +/// In-memory implementation of IAgentConversationIndex for development and testing. +/// This is a non-standard extension to the OpenAI Conversations API. +/// +internal sealed class InMemoryAgentConversationIndex : IAgentConversationIndex, IDisposable +{ + private readonly MemoryCache _cache; + private readonly InMemoryStorageOptions _options; + + private sealed class ConversationSet + { + private readonly HashSet _conversations = []; + private readonly object _lock = new(); + + public void Add(string conversationId) + { + lock (this._lock) + { + this._conversations.Add(conversationId); + } + } + + public bool Remove(string conversationId) + { + lock (this._lock) + { + return this._conversations.Remove(conversationId); + } + } + + public string[] GetAll() + { + lock (this._lock) + { + return [.. this._conversations]; + } + } + } + + public InMemoryAgentConversationIndex() + : this(new InMemoryStorageOptions()) + { + } + + public InMemoryAgentConversationIndex(InMemoryStorageOptions options) + { + ArgumentNullException.ThrowIfNull(options); + this._options = options; + this._cache = new MemoryCache(options.ToMemoryCacheOptions()); + } + + private async Task GetOrCreateConversationSetAsync(string agentId, CancellationToken cancellationToken) + { + var conversationSet = await this._cache.GetOrCreateAtomicAsync( + agentId, + entry => + { + entry.SetOptions(this._options.ToMemoryCacheEntryOptions()); + return new ConversationSet(); + }, + cancellationToken).ConfigureAwait(false); + + return conversationSet!; + } + + /// + public async Task AddConversationAsync(string agentId, string conversationId, CancellationToken cancellationToken = default) + { + ArgumentException.ThrowIfNullOrEmpty(agentId); + ArgumentException.ThrowIfNullOrEmpty(conversationId); + + ConversationSet conversationSet = await this.GetOrCreateConversationSetAsync(agentId, cancellationToken).ConfigureAwait(false); + conversationSet.Add(conversationId); + } + + /// + public async Task RemoveConversationAsync(string agentId, string conversationId, CancellationToken cancellationToken = default) + { + ArgumentException.ThrowIfNullOrEmpty(agentId); + ArgumentException.ThrowIfNullOrEmpty(conversationId); + + if (this._cache.TryGetValue(agentId, out ConversationSet? conversationSet) && conversationSet is not null) + { + conversationSet.Remove(conversationId); + } + } + + /// + public async Task> GetConversationIdsAsync(string agentId, CancellationToken cancellationToken = default) + { + ArgumentException.ThrowIfNullOrEmpty(agentId); + + string[] conversations = (this._cache.TryGetValue(agentId, out ConversationSet? conversationSet) && conversationSet is not null) + ? conversationSet.GetAll() + : []; + + return new ListResponse + { + Data = [.. conversations], + HasMore = false + }; + } + + public void Dispose() + { + // The MemoryCache will call the post-eviction callbacks when disposed, + // which will dispose all ConversationSet instances + this._cache.Dispose(); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/InMemoryConversationStorage.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/InMemoryConversationStorage.cs new file mode 100644 index 00000000000..11b9dd9f0a5 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/InMemoryConversationStorage.cs @@ -0,0 +1,346 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; +using Microsoft.Extensions.Caching.Memory; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations; + +/// +/// In-memory implementation of conversation storage for testing and development. +/// This implementation is thread-safe but data is not persisted across application restarts. +/// +internal sealed class InMemoryConversationStorage : IConversationStorage, IDisposable +{ + private const int DefaultListItemLimit = 20; + + private readonly MemoryCache _cache; + private readonly InMemoryStorageOptions _options; + + public InMemoryConversationStorage() + : this(new InMemoryStorageOptions()) + { + } + + public InMemoryConversationStorage(InMemoryStorageOptions options) + { + ArgumentNullException.ThrowIfNull(options); + this._options = options; + this._cache = new MemoryCache(options.ToMemoryCacheOptions()); + } + + /// + public Task CreateConversationAsync(Conversation conversation, CancellationToken cancellationToken = default) + { + // Check if conversation already exists + if (this._cache.TryGetValue(conversation.Id, out ConversationState? _)) + { + throw new InvalidOperationException($"Conversation with ID '{conversation.Id}' already exists."); + } + + var state = new ConversationState(conversation); + var entryOptions = this._options.ToMemoryCacheEntryOptions(); + this._cache.Set(conversation.Id, state, entryOptions); + return Task.FromResult(conversation); + } + + /// + public Task GetConversationAsync(string conversationId, CancellationToken cancellationToken = default) + { + if (this._cache.TryGetValue(conversationId, out ConversationState? state) && state is not null) + { + return Task.FromResult(state.Conversation); + } + + return Task.FromResult(null); + } + + /// + public Task UpdateConversationAsync(Conversation conversation, CancellationToken cancellationToken = default) + { + if (this._cache.TryGetValue(conversation.Id, out ConversationState? state) && state is not null) + { + state.UpdateConversation(conversation); + // Touch the cache entry to reset expiration + var entryOptions = this._options.ToMemoryCacheEntryOptions(); + this._cache.Set(conversation.Id, state, entryOptions); + return Task.FromResult(conversation); + } + + return Task.FromResult(null); + } + + /// + public Task DeleteConversationAsync(string conversationId, CancellationToken cancellationToken = default) + { + if (this._cache.TryGetValue(conversationId, out _)) + { + this._cache.Remove(conversationId); + return Task.FromResult(true); + } + + return Task.FromResult(false); + } + + /// + public Task AddItemsAsync(string conversationId, IEnumerable items, CancellationToken cancellationToken = default) + { + ArgumentException.ThrowIfNullOrEmpty(conversationId, nameof(conversationId)); + ArgumentNullException.ThrowIfNull(items); + + if (!this._cache.TryGetValue(conversationId, out ConversationState? state) || state is null) + { + throw new InvalidOperationException($"Conversation '{conversationId}' not found."); + } + + foreach (ItemResource item in items) + { + state.AddItem(item); + } + + // Touch the cache entry to reset expiration + var entryOptions = this._options.ToMemoryCacheEntryOptions(); + this._cache.Set(conversationId, state, entryOptions); + return Task.CompletedTask; + } + + /// + public Task GetItemAsync(string conversationId, string itemId, CancellationToken cancellationToken = default) + { + if (this._cache.TryGetValue(conversationId, out ConversationState? state) && state is not null) + { + return Task.FromResult(state.GetItem(itemId)); + } + + return Task.FromResult(null); + } + + /// + public Task> ListItemsAsync( + string conversationId, + int? limit = null, + SortOrder? order = null, + string? after = null, + CancellationToken cancellationToken = default) + { + int effectiveLimit = Math.Clamp(limit ?? DefaultListItemLimit, 1, 100); + SortOrder effectiveOrder = order ?? SortOrder.Descending; + + if (!this._cache.TryGetValue(conversationId, out ConversationState? state) || state is null) + { + throw new InvalidOperationException($"Conversation '{conversationId}' not found."); + } + + var allItems = state.GetAllItems(); + + // For descending order, reverse the list + if (effectiveOrder == SortOrder.Descending) + { + allItems.Reverse(); + } + + var filtered = allItems.AsEnumerable(); + + if (!string.IsNullOrEmpty(after)) + { + var afterIndex = allItems.FindIndex(m => m.Id == after); + if (afterIndex >= 0) + { + filtered = allItems.Skip(afterIndex + 1); + } + } + + List result; + bool hasMore; + + if (filtered.TryGetNonEnumeratedCount(out int count)) + { + hasMore = count > effectiveLimit; + result = filtered.Take(effectiveLimit).ToList(); + } + else + { + result = filtered.Take(effectiveLimit + 1).ToList(); + hasMore = result.Count > effectiveLimit; + if (hasMore) + { + result = result.Take(effectiveLimit).ToList(); + } + } + + return Task.FromResult(new ListResponse + { + Data = result, + FirstId = result.FirstOrDefault()?.Id, + LastId = result.LastOrDefault()?.Id, + HasMore = hasMore + }); + } + + /// + public Task DeleteItemAsync(string conversationId, string itemId, CancellationToken cancellationToken = default) + { + if (this._cache.TryGetValue(conversationId, out ConversationState? state) && state is not null) + { + var removed = state.RemoveItem(itemId); + if (removed) + { + // Touch the cache entry to reset expiration + var entryOptions = this._options.ToMemoryCacheEntryOptions(); + this._cache.Set(conversationId, state, entryOptions); + } + + return Task.FromResult(removed); + } + + return Task.FromResult(false); + } + + /// + /// Encapsulates per-conversation state including items storage and synchronization. + /// + private sealed class ConversationState + { +#if NET9_0_OR_GREATER + private readonly OrderedDictionary _items = []; + private readonly object _lock = new(); + private Conversation _conversation; + + public ConversationState(Conversation conversation) + { + this._conversation = conversation; + } + + public Conversation Conversation + { + get + { + lock (this._lock) + { + return this._conversation; + } + } + } + + public void UpdateConversation(Conversation conversation) + { + lock (this._lock) + { + this._conversation = conversation; + } + } + + public void AddItem(ItemResource item) + { + lock (this._lock) + { + if (!this._items.TryAdd(item.Id, item)) + { + throw new InvalidOperationException($"Item with ID '{item.Id}' already exists."); + } + } + } + + public ItemResource? GetItem(string itemId) + { + lock (this._lock) + { + this._items.TryGetValue(itemId, out var item); + return item; + } + } + + public List GetAllItems() + { + lock (this._lock) + { + return this._items.Values.ToList(); + } + } + + public bool RemoveItem(string itemId) + { + lock (this._lock) + { + return this._items.Remove(itemId); + } + } +#else + private readonly List _items = []; + private readonly object _lock = new(); + private Conversation _conversation; + + public ConversationState(Conversation conversation) + { + this._conversation = conversation; + } + + public Conversation Conversation + { + get + { + lock (this._lock) + { + return this._conversation; + } + } + } + + public void UpdateConversation(Conversation conversation) + { + lock (this._lock) + { + this._conversation = conversation; + } + } + + public void AddItem(ItemResource item) + { + lock (this._lock) + { + if (this._items.Exists(i => i.Id == item.Id)) + { + throw new InvalidOperationException($"Item with ID '{item.Id}' already exists."); + } + + this._items.Add(item); + } + } + + public ItemResource? GetItem(string itemId) + { + lock (this._lock) + { + return this._items.Find(i => i.Id == itemId); + } + } + + public List GetAllItems() + { + lock (this._lock) + { + return this._items.ToList(); + } + } + + public bool RemoveItem(string itemId) + { + lock (this._lock) + { + return this._items.RemoveAll(i => i.Id == itemId) > 0; + } + } +#endif + } + + public void Dispose() + { + this._cache.Dispose(); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/AddMessageRequest.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/AddMessageRequest.cs new file mode 100644 index 00000000000..29eac6f1da3 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/AddMessageRequest.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json.Serialization; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; + +/// +/// Request to create items in a conversation. +/// +internal sealed class CreateItemsRequest +{ + /// + /// The items to add to the conversation. You may add up to 20 items at a time. + /// Items should be ItemParam objects (messages without IDs, function call outputs, etc.). + /// The server will assign IDs when creating the items. + /// + [JsonPropertyName("items")] + public required List Items { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/Conversation.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/Conversation.cs new file mode 100644 index 00000000000..ad378948042 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/Conversation.cs @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; + +/// +/// Represents a conversation in the system. +/// +internal sealed record Conversation +{ + /// + /// The unique identifier for the conversation. + /// + [JsonPropertyName("id")] + public required string Id { get; init; } + + /// + /// The object type, always "conversation". + /// + [JsonPropertyName("object")] + [SuppressMessage("Naming", "CA1720:Identifiers should not match keywords", Justification = "Matches OpenAI API specification")] + public string Object => "conversation"; + + /// + /// The Unix timestamp (in seconds) for when the conversation was created. + /// + [JsonPropertyName("created_at")] + public required long CreatedAt { get; init; } + + /// + /// Set of 16 key-value pairs that can be attached to a conversation. + /// + [JsonPropertyName("metadata")] + public Dictionary Metadata { get; init; } = []; +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/CreateConversationRequest.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/CreateConversationRequest.cs new file mode 100644 index 00000000000..1c90946b5f8 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/CreateConversationRequest.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json.Serialization; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; + +/// +/// Request to create a new conversation. +/// +internal sealed class CreateConversationRequest +{ + /// + /// Initial items to include in the conversation context. You may add up to 20 items at a time. + /// Items should be ItemParam objects (messages without IDs, as the server will generate them). + /// + [JsonPropertyName("items")] + public List? Items { get; init; } + + /// + /// Set of 16 key-value pairs that can be attached to a conversation. + /// + [JsonPropertyName("metadata")] + public Dictionary? Metadata { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/UpdateConversationRequest.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/UpdateConversationRequest.cs new file mode 100644 index 00000000000..bc0cc50512b --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/Models/UpdateConversationRequest.cs @@ -0,0 +1,18 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; + +/// +/// Request to update an existing conversation. +/// +internal sealed class UpdateConversationRequest +{ + /// + /// Set of 16 key-value pairs that can be attached to a conversation. + /// + [JsonPropertyName("metadata")] + public required Dictionary Metadata { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/SortOrderExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/SortOrderExtensions.cs new file mode 100644 index 00000000000..4f64a99e8f1 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Conversations/SortOrderExtensions.cs @@ -0,0 +1,31 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI.Hosting.OpenAI.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Conversations; + +/// +/// Extension methods for . +/// +internal static class SortOrderExtensions +{ + /// + /// Converts a to its string representation. + /// + /// The sort order. + /// The string representation ("asc" or "desc"). + public static string ToOrderString(this SortOrder order) + { + return order == SortOrder.Ascending ? "asc" : "desc"; + } + + /// + /// Checks if the sort order is ascending. + /// + /// The sort order. + /// True if ascending, false otherwise. + public static bool IsAscending(this SortOrder order) + { + return order == SortOrder.Ascending; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.ChatCompletions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.ChatCompletions.cs index 5fe39019fc1..3fcc9cad277 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.ChatCompletions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.ChatCompletions.cs @@ -1,16 +1,15 @@ // Copyright (c) Microsoft. All rights reserved. using System; -using System.ClientModel.Primitives; -using System.Diagnostics; using System.Diagnostics.CodeAnalysis; using System.Threading; using Microsoft.Agents.AI; +using Microsoft.Agents.AI.Hosting; using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions; -using Microsoft.AspNetCore.Http; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; +using Microsoft.AspNetCore.Mvc; using Microsoft.AspNetCore.Routing; using Microsoft.Extensions.DependencyInjection; -using OpenAI.Chat; namespace Microsoft.AspNetCore.Builder; @@ -20,47 +19,54 @@ public static partial class MicrosoftAgentAIHostingOpenAIEndpointRouteBuilderExt /// Maps OpenAI ChatCompletions API endpoints to the specified for the given . /// /// The to add the OpenAI ChatCompletions endpoints to. - /// The name of the AI agent service registered in the dependency injection container. This name is used to resolve the instance from the keyed services. + /// The builder for to map the OpenAI ChatCompletions endpoints for. + public static IEndpointConventionBuilder MapOpenAIChatCompletions(this IEndpointRouteBuilder endpoints, IHostedAgentBuilder agentBuilder) + => MapOpenAIChatCompletions(endpoints, agentBuilder, path: null); + + /// + /// Maps OpenAI ChatCompletions API endpoints to the specified for the given . + /// + /// The to add the OpenAI ChatCompletions endpoints to. + /// The builder for to map the OpenAI ChatCompletions endpoints for. /// Custom route path for the chat completions endpoint. - public static void MapOpenAIChatCompletions( - this IEndpointRouteBuilder endpoints, - string agentName, - [StringSyntax("Route")] string? path = null) + public static IEndpointConventionBuilder MapOpenAIChatCompletions(this IEndpointRouteBuilder endpoints, IHostedAgentBuilder agentBuilder, string? path) { - ArgumentNullException.ThrowIfNull(endpoints); - ArgumentNullException.ThrowIfNull(agentName); - if (path is null) - { - ValidateAgentName(agentName); - } - - var agent = endpoints.ServiceProvider.GetRequiredKeyedService(agentName); - - path ??= $"/{agentName}/v1/chat/completions"; - var chatCompletionsRouteGroup = endpoints.MapGroup(path); - MapChatCompletions(chatCompletionsRouteGroup, agent); + var agent = endpoints.ServiceProvider.GetRequiredKeyedService(agentBuilder.Name); + return MapOpenAIChatCompletions(endpoints, agent, path); } - private static void MapChatCompletions(IEndpointRouteBuilder routeGroup, AIAgent agent) - { - var endpointAgentName = agent.DisplayName; - var chatCompletionsProcessor = new AIAgentChatCompletionsProcessor(agent); + /// + /// Maps OpenAI ChatCompletions API endpoints to the specified for the given . + /// + /// The to add the OpenAI ChatCompletions endpoints to. + /// The instance to map the OpenAI ChatCompletions endpoints for. + public static IEndpointConventionBuilder MapOpenAIChatCompletions(this IEndpointRouteBuilder endpoints, AIAgent agent) + => MapOpenAIChatCompletions(endpoints, agent, path: null); - routeGroup.MapPost("/", async (HttpContext requestContext, CancellationToken cancellationToken) => - { - var requestBinary = await BinaryData.FromStreamAsync(requestContext.Request.Body, cancellationToken).ConfigureAwait(false); + /// + /// Maps OpenAI ChatCompletions API endpoints to the specified for the given . + /// + /// The to add the OpenAI ChatCompletions endpoints to. + /// The instance to map the OpenAI ChatCompletions endpoints for. + /// Custom route path for the chat completions endpoint. + public static IEndpointConventionBuilder MapOpenAIChatCompletions( + this IEndpointRouteBuilder endpoints, + AIAgent agent, + [StringSyntax("Route")] string? path) + { + ArgumentNullException.ThrowIfNull(endpoints); + ArgumentNullException.ThrowIfNull(agent); + ArgumentException.ThrowIfNullOrWhiteSpace(agent.Name, nameof(agent.Name)); + ValidateAgentName(agent.Name); - var chatCompletionOptions = new ChatCompletionOptions(); - var chatCompletionOptionsJsonModel = chatCompletionOptions as IJsonModel; - Debug.Assert(chatCompletionOptionsJsonModel is not null); + path ??= $"/{agent.Name}/v1/chat/completions"; + var group = endpoints.MapGroup(path); + var endpointAgentName = agent.DisplayName; - chatCompletionOptions = chatCompletionOptionsJsonModel.Create(requestBinary, ModelReaderWriterOptions.Json); - if (chatCompletionOptions is null) - { - return Results.BadRequest("Invalid request payload."); - } + group.MapPost("/", async ([FromBody] CreateChatCompletion request, CancellationToken cancellationToken) + => await AIAgentChatCompletionsProcessor.CreateChatCompletionAsync(agent, request, cancellationToken).ConfigureAwait(false)) + .WithName(endpointAgentName + "/CreateChatCompletion"); - return await chatCompletionsProcessor.CreateChatCompletionAsync(chatCompletionOptions, cancellationToken).ConfigureAwait(false); - }).WithName(endpointAgentName + "/CreateChatCompletion"); + return group; } } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.Conversations.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.Conversations.cs new file mode 100644 index 00000000000..0c4af2cfb5d --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.Conversations.cs @@ -0,0 +1,73 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations; +using Microsoft.AspNetCore.Http; +using Microsoft.AspNetCore.Routing; +using Microsoft.Extensions.DependencyInjection; + +namespace Microsoft.AspNetCore.Builder; + +/// +/// Provides extension methods for mapping OpenAI Conversations API to an . +/// +public static partial class MicrosoftAgentAIHostingOpenAIEndpointRouteBuilderExtensions +{ + /// + /// Maps OpenAI Conversations API endpoints to the specified . + /// + /// The to add the OpenAI Conversations endpoints to. + public static IEndpointConventionBuilder MapOpenAIConversations(this IEndpointRouteBuilder endpoints) + { + ArgumentNullException.ThrowIfNull(endpoints); + + var storage = endpoints.ServiceProvider.GetService() + ?? throw new InvalidOperationException("IConversationStorage is not registered. Call AddOpenAIConversations() in your service configuration."); + var conversationIndex = endpoints.ServiceProvider.GetService(); + var handlers = new ConversationsHttpHandler(storage, conversationIndex); + + var group = endpoints.MapGroup("/v1/conversations") + .WithTags("Conversations"); + + // Conversation endpoints + // Non-standard extension: List conversations by agent ID + group.MapGet("", handlers.ListConversationsByAgentAsync) + .WithName("ListConversationsByAgent") + .WithSummary("List conversations for a specific agent (non-standard extension)"); + + group.MapPost("", handlers.CreateConversationAsync) + .WithName("CreateConversation") + .WithSummary("Create a new conversation"); + + group.MapGet("{conversationId}", handlers.GetConversationAsync) + .WithName("GetConversation") + .WithSummary("Retrieve a conversation by ID"); + + group.MapPost("{conversationId}", handlers.UpdateConversationAsync) + .WithName("UpdateConversation") + .WithSummary("Update a conversation's metadata or title"); + + group.MapDelete("{conversationId}", handlers.DeleteConversationAsync) + .WithName("DeleteConversation") + .WithSummary("Delete a conversation and all its messages"); + + // Item endpoints + group.MapPost("{conversationId}/items", handlers.CreateItemsAsync) + .WithName("CreateItems") + .WithSummary("Add items to a conversation"); + + group.MapGet("{conversationId}/items", handlers.ListItemsAsync) + .WithName("ListItems") + .WithSummary("List items in a conversation"); + + group.MapGet("{conversationId}/items/{itemId}", handlers.GetItemAsync) + .WithName("GetItem") + .WithSummary("Retrieve a specific item"); + + group.MapDelete("{conversationId}/items/{itemId}", handlers.DeleteItemAsync) + .WithName("DeleteItem") + .WithSummary("Delete a specific item"); + + return group; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.Responses.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.Responses.cs index 0b89340167f..f4159011cfb 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.Responses.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/EndpointRouteBuilderExtensions.Responses.cs @@ -2,12 +2,11 @@ using System; using System.Diagnostics.CodeAnalysis; -using System.Threading; using Microsoft.Agents.AI; +using Microsoft.Agents.AI.Hosting.OpenAI; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations; using Microsoft.Agents.AI.Hosting.OpenAI.Responses; -using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; using Microsoft.AspNetCore.Http; -using Microsoft.AspNetCore.Mvc; using Microsoft.AspNetCore.Routing; using Microsoft.Extensions.DependencyInjection; @@ -43,11 +42,43 @@ public static IEndpointConventionBuilder MapOpenAIResponses( ValidateAgentName(agent.Name); responsesPath ??= $"/{agent.Name}/v1/responses"; + + // Create an executor for this agent + var executor = new AIAgentResponseExecutor(agent); + var storageOptions = endpoints.ServiceProvider.GetService() ?? new InMemoryStorageOptions(); + var conversationStorage = endpoints.ServiceProvider.GetService(); + var responsesService = new InMemoryResponsesService(executor, storageOptions, conversationStorage); + + var handlers = new ResponsesHttpHandler(responsesService); + var group = endpoints.MapGroup(responsesPath); var endpointAgentName = agent.DisplayName; - group.MapPost("/", async ([FromBody] CreateResponse createResponse, CancellationToken cancellationToken) - => await AIAgentResponsesProcessor.CreateModelResponseAsync(agent, createResponse, cancellationToken).ConfigureAwait(false)) - .WithName(endpointAgentName + "/CreateResponse"); + + // Create response endpoint + group.MapPost("/", handlers.CreateResponseAsync) + .WithName(endpointAgentName + "/CreateResponse") + .WithSummary("Creates a model response for the given input"); + + // Get response endpoint + group.MapGet("{responseId}", handlers.GetResponseAsync) + .WithName(endpointAgentName + "/GetResponse") + .WithSummary("Retrieves a response by ID"); + + // Cancel response endpoint + group.MapPost("{responseId}/cancel", handlers.CancelResponseAsync) + .WithName(endpointAgentName + "/CancelResponse") + .WithSummary("Cancels an in-progress response"); + + // Delete response endpoint + group.MapDelete("{responseId}", handlers.DeleteResponseAsync) + .WithName(endpointAgentName + "/DeleteResponse") + .WithSummary("Deletes a response"); + + // List response input items endpoint + group.MapGet("{responseId}/input_items", handlers.ListResponseInputItemsAsync) + .WithName(endpointAgentName + "/ListResponseInputItems") + .WithSummary("Lists the input items for a response"); + return group; } @@ -70,24 +101,37 @@ public static IEndpointConventionBuilder MapOpenAIResponses( ArgumentNullException.ThrowIfNull(endpoints); responsesPath ??= "/v1/responses"; + var responsesService = endpoints.ServiceProvider.GetService() + ?? throw new InvalidOperationException("IResponsesService is not registered. Call AddOpenAIResponses() in your service configuration."); + var handlers = new ResponsesHttpHandler(responsesService); + var group = endpoints.MapGroup(responsesPath); - group.MapPost("/", async ([FromBody] CreateResponse createResponse, IServiceProvider serviceProvider, CancellationToken cancellationToken) => - { - // DevUI uses the 'model' field to specify the agent name. - var agentName = createResponse.Agent?.Name ?? createResponse.Model; - if (agentName is null) - { - return Results.BadRequest("No 'agent.name' or 'model' specified in the request."); - } - - var agent = serviceProvider.GetKeyedService(agentName); - if (agent is null) - { - return Results.NotFound($"Agent named '{agentName}' was not found."); - } - - return await AIAgentResponsesProcessor.CreateModelResponseAsync(agent, createResponse, cancellationToken).ConfigureAwait(false); - }).WithName("CreateResponse"); + + // Create response endpoint + group.MapPost("/", handlers.CreateResponseAsync) + .WithName("CreateResponse") + .WithSummary("Creates a model response for the given input"); + + // Get response endpoint + group.MapGet("{responseId}", handlers.GetResponseAsync) + .WithName("GetResponse") + .WithSummary("Retrieves a response by ID"); + + // Cancel response endpoint + group.MapPost("{responseId}/cancel", handlers.CancelResponseAsync) + .WithName("CancelResponse") + .WithSummary("Cancels an in-progress response"); + + // Delete response endpoint + group.MapDelete("{responseId}", handlers.DeleteResponseAsync) + .WithName("DeleteResponse") + .WithSummary("Deletes a response"); + + // List response input items endpoint + group.MapGet("{responseId}/input_items", handlers.ListResponseInputItemsAsync) + .WithName("ListResponseInputItems") + .WithSummary("Lists the input items for a response"); + return group; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/HostApplicationBuilderExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/HostApplicationBuilderExtensions.cs index f4bfeb2578e..348c83f9787 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/HostApplicationBuilderExtensions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/HostApplicationBuilderExtensions.cs @@ -8,10 +8,24 @@ namespace Microsoft.Extensions.Hosting; /// -/// Extension methods for to configure OpenAI Responses support. +/// Extension methods for to configure OpenAI support. /// public static class MicrosoftAgentAIHostingOpenAIHostApplicationBuilderExtensions { + /// + /// Adds support for exposing instances via OpenAI ChatCompletions. + /// + /// The to configure. + /// The for method chaining. + public static IHostApplicationBuilder AddOpenAIChatCompletions(this IHostApplicationBuilder builder) + { + ArgumentNullException.ThrowIfNull(builder); + + builder.Services.AddOpenAIChatCompletions(); + + return builder; + } + /// /// Adds support for exposing instances via OpenAI Responses. /// @@ -25,4 +39,18 @@ public static IHostApplicationBuilder AddOpenAIResponses(this IHostApplicationBu return builder; } + + /// + /// Adds support for exposing instances via OpenAI Responses. + /// + /// The to configure. + /// The for method chaining. + public static IHostApplicationBuilder AddOpenAIConversations(this IHostApplicationBuilder builder) + { + ArgumentNullException.ThrowIfNull(builder); + + builder.Services.AddOpenAIConversations(); + + return builder; + } } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IdGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/IdGenerator.cs similarity index 77% rename from dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IdGenerator.cs rename to dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/IdGenerator.cs index 63ec1a85bd8..bd35fa83083 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IdGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/IdGenerator.cs @@ -5,7 +5,7 @@ using System.Text.RegularExpressions; using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; -namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; +namespace Microsoft.Agents.AI.Hosting.OpenAI; /// /// Generates IDs with partition keys. @@ -13,6 +13,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; internal sealed partial class IdGenerator { private readonly string _partitionId; + private readonly Random? _random; #if NET9_0_OR_GREATER [GeneratedRegex("^[A-Za-z0-9]+$")] @@ -27,10 +28,12 @@ internal sealed partial class IdGenerator /// /// The response ID. /// The conversation ID. - public IdGenerator(string? responseId, string? conversationId) + /// Optional random seed for deterministic ID generation. When null, uses cryptographically secure random generation. + public IdGenerator(string? responseId, string? conversationId, int? randomSeed = null) { - this.ResponseId = responseId ?? NewId("resp"); - this.ConversationId = conversationId ?? NewId("conv"); + this._random = randomSeed.HasValue ? new Random(randomSeed.Value) : null; + this.ResponseId = responseId ?? NewId("resp", random: this._random); + this.ConversationId = conversationId ?? NewId("conv", random: this._random); this._partitionId = GetPartitionIdOrDefault(this.ConversationId) ?? string.Empty; } @@ -64,7 +67,7 @@ public static IdGenerator From(CreateResponse request) public string Generate(string? category = null) { var prefix = string.IsNullOrEmpty(category) ? "id" : category; - return NewId(prefix, partitionKey: this._partitionId); + return NewId(prefix, partitionKey: this._partitionId, random: this._random); } /// @@ -102,15 +105,17 @@ public string Generate(string? category = null) /// The delimiter character used to separate parts of the ID. /// An explicit partition key to use. When provided, this value will be used instead of generating a new one. /// An existing ID to extract the partition key from. When provided, the same partition key will be used instead of generating a new one. + /// The random number generator. /// A new ID with format "{prefix}{delimiter}{infix}{entropy}{delimiter}{partitionKey}". /// Thrown when the watermark contains non-alphanumeric characters. - private static string NewId(string prefix, int stringLength = 32, int partitionKeyLength = 16, string infix = "", - string watermark = "", string delimiter = "_", string? partitionKey = null, string partitionKeyHint = "") + public static string NewId(string prefix, int stringLength = 32, int partitionKeyLength = 16, string infix = "", + string watermark = "", string delimiter = "_", string? partitionKey = null, string partitionKeyHint = "", + Random? random = null) { ArgumentOutOfRangeException.ThrowIfLessThan(stringLength, 1); - var entropy = GetRandomString(stringLength); + var entropy = GetRandomString(stringLength, random); - string pKey = partitionKey ?? GetPartitionIdOrDefault(partitionKeyHint) ?? GetRandomString(partitionKeyLength); + string pKey = partitionKey ?? GetPartitionIdOrDefault(partitionKeyHint) ?? GetRandomString(partitionKeyLength, random); if (!string.IsNullOrEmpty(watermark)) { @@ -130,12 +135,30 @@ private static string NewId(string prefix, int stringLength = 32, int partitionK /// /// Generates a secure random alphanumeric string of the specified length. + /// When a random seed was provided to the constructor, uses deterministic generation. /// /// The desired length of the random string. + /// The optional random number generator. /// A random alphanumeric string. /// Thrown when stringLength is less than 1. - private static string GetRandomString(int stringLength) => - RandomNumberGenerator.GetString("ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789", stringLength); + private static string GetRandomString(int stringLength, Random? random) + { + const string Chars = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789"; + if (random is not null) + { + // Use deterministic random generation when seed is provided + return string.Create(stringLength, random, static (destination, random) => + { + for (int i = 0; i < destination.Length; i++) + { + destination[i] = Chars[random.Next(Chars.Length)]; + } + }); + } + + // Use cryptographically secure random generation when no seed is provided + return RandomNumberGenerator.GetString(Chars, stringLength); + } /// /// Extracts the partition key from an existing ID, or returns null if extraction fails. diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/InMemoryStorageOptions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/InMemoryStorageOptions.cs new file mode 100644 index 00000000000..f7bb755743a --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/InMemoryStorageOptions.cs @@ -0,0 +1,50 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using Microsoft.Extensions.Caching.Memory; + +namespace Microsoft.Agents.AI.Hosting.OpenAI; + +/// +/// Configuration options for in-memory storage implementations. +/// +internal sealed class InMemoryStorageOptions +{ + /// + /// Gets or sets the maximum number of items to store in the cache. + /// Default is 1000. Set to null for no size limit. + /// + public long? SizeLimit { get; set; } = 1000; + + /// + /// Gets or sets the absolute expiration time for items in storage. + /// If specified, items will be expired after this timespan regardless of access. + /// Default is null (no absolute expiration). + /// + public TimeSpan? AbsoluteExpirationRelativeToNow { get; set; } + + /// + /// Gets or sets the sliding expiration for items in storage. + /// Items will be expired if not accessed within this timespan. + /// Default is 1 hour. + /// + public TimeSpan? SlidingExpiration { get; set; } = TimeSpan.FromHours(1); + + /// + /// Creates from these options. + /// + internal MemoryCacheOptions ToMemoryCacheOptions() => new() + { + SizeLimit = this.SizeLimit + }; + + /// + /// Creates from these options. + /// + internal MemoryCacheEntryOptions ToMemoryCacheEntryOptions() => new() + { + AbsoluteExpirationRelativeToNow = this.AbsoluteExpirationRelativeToNow, + SlidingExpiration = this.SlidingExpiration, + Size = 1 + }; +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/MemoryCacheExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/MemoryCacheExtensions.cs new file mode 100644 index 00000000000..670223ef4f4 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/MemoryCacheExtensions.cs @@ -0,0 +1,95 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Concurrent; +using System.Diagnostics; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Extensions.Caching.Memory; + +namespace Microsoft.Agents.AI.Hosting.OpenAI; + +/// +/// Extension methods for that provide atomic operations. +/// +/// +/// The standard GetOrCreate method has a race condition where multiple threads can simultaneously +/// detect that a key doesn't exist and create different instances, with only one being cached. +/// See: https://github.com/dotnet/runtime/issues/36499 +/// +internal static class MemoryCacheExtensions +{ + private static readonly ConcurrentDictionary<(IMemoryCache, object), SemaphoreSlim> s_semaphores = new(); + + /// + /// Atomically gets the value associated with this key if it exists, or generates a new entry + /// using the provided key and a value from the given factory if the key is not found. + /// + /// The type of the object to get. + /// The instance this method extends. + /// The key of the entry to look for or create. + /// The factory that creates the value associated with this key if the key does not exist in the cache. + /// The cancellation token. + /// A tuple containing the value and a flag indicating whether it was created (true) or retrieved from cache (false). + public static async Task GetOrCreateAtomicAsync( + this IMemoryCache memoryCache, + object key, + Func factory, + CancellationToken cancellationToken = default) + { + // Fast path: check if the value already exists + if (memoryCache.TryGetValue(key, out object? value)) + { + Debug.Assert(value is not null); + return (T)value; + } + + // Get or create a semaphore for this cache key + bool isOwner = false; + var semaphoreKey = (memoryCache, key); + if (!s_semaphores.TryGetValue(semaphoreKey, out SemaphoreSlim? semaphore)) + { + SemaphoreSlim? createdSemaphore = null; + semaphore = s_semaphores.GetOrAdd(semaphoreKey, _ => createdSemaphore = new SemaphoreSlim(1)); + + // If we created the semaphore that made it into the dictionary, we're the owner + if (ReferenceEquals(createdSemaphore, semaphore)) + { + isOwner = true; + } + else + { + // Our semaphore wasn't the one stored, so dispose it + createdSemaphore?.Dispose(); + } + } + + await semaphore.WaitAsync(cancellationToken).ConfigureAwait(false); + try + { + // Double-check: another thread might have created the value while we were waiting + if (!memoryCache.TryGetValue(key, out value)) + { + ICacheEntry entry = memoryCache.CreateEntry(key); + entry.SetValue(value = factory(entry)); + entry.Dispose(); + Debug.Assert(value is not null); + return (T)value; + } + + Debug.Assert(value is not null); + return (T)value; + } + finally + { + // If we were the owner of the semaphore, remove it from the dictionary + // This prevents memory leaks from accumulating semaphores for evicted cache entries + if (isOwner) + { + s_semaphores.TryRemove(semaphoreKey, out _); + } + + semaphore.Release(); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj index ee5202c53f8..707cc4fe68e 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj @@ -3,7 +3,7 @@ $(ProjectsCoreTargetFrameworks) $(ProjectsDebugCoreTargetFrameworks) - $(NoWarn);OPENAI001 + $(NoWarn);OPENAI001;MEAI001 Microsoft.Agents.AI.Hosting.OpenAI alpha $(InterceptorsNamespaces);Microsoft.AspNetCore.Http.Generated @@ -25,6 +25,7 @@ + diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/DeleteResponse.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/DeleteResponse.cs new file mode 100644 index 00000000000..1a13ce1f8c2 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/DeleteResponse.cs @@ -0,0 +1,31 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Diagnostics.CodeAnalysis; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Models; + +/// +/// Response for a delete operation. +/// +internal sealed class DeleteResponse +{ + /// + /// The ID of the deleted object. + /// + [JsonPropertyName("id")] + public required string Id { get; init; } + + /// + /// The object type. + /// + [JsonPropertyName("object")] + [SuppressMessage("Naming", "CA1720:Identifiers should not match keywords", Justification = "Matches OpenAI API specification")] + public required string Object { get; init; } + + /// + /// Whether the object was successfully deleted. + /// + [JsonPropertyName("deleted")] + public required bool Deleted { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/ErrorResponse.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/ErrorResponse.cs new file mode 100644 index 00000000000..9a2417b6af2 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/ErrorResponse.cs @@ -0,0 +1,47 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Models; + +/// +/// Represents an error response from the OpenAI APIs. +/// +internal sealed class ErrorResponse +{ + /// + /// Gets the error details. + /// + [JsonPropertyName("error")] + public required ErrorDetails Error { get; init; } +} + +/// +/// Represents the details of an error. +/// +internal sealed class ErrorDetails +{ + /// + /// Gets the error message. + /// + [JsonPropertyName("message")] + public required string Message { get; init; } + + /// + /// Gets the error type. + /// + [JsonPropertyName("type")] + public required string Type { get; init; } + + /// + /// Gets the error code. + /// + [JsonPropertyName("code")] + public string? Code { get; init; } + + /// + /// Gets the parameter that caused the error. + /// + [JsonPropertyName("param")] + public string? Param { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/ListResponse.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/ListResponse.cs new file mode 100644 index 00000000000..dd75ff3e180 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/ListResponse.cs @@ -0,0 +1,45 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Models; + +/// +/// Generic list response for paginated results. +/// Used across the OpenAI API for listing resources. +/// +internal sealed class ListResponse +{ + /// + /// The object type, always "list". + /// + [JsonPropertyName("object")] + [SuppressMessage("Naming", "CA1720:Identifiers should not match keywords", Justification = "Matches OpenAI API specification")] + public string Object => "list"; + + /// + /// The list of items. + /// + [JsonPropertyName("data")] + public required List Data { get; init; } + + /// + /// The ID of the first item in the list. + /// + [JsonPropertyName("first_id")] + public string? FirstId { get; init; } + + /// + /// The ID of the last item in the list. + /// + [JsonPropertyName("last_id")] + public string? LastId { get; init; } + + /// + /// Whether there are more items available. + /// + [JsonPropertyName("has_more")] + public required bool HasMore { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/SortOrder.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/SortOrder.cs new file mode 100644 index 00000000000..c3b5e258cde --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Models/SortOrder.cs @@ -0,0 +1,55 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Models; + +/// +/// Specifies the sort order for list operations. +/// +[JsonConverter(typeof(SortOrderJsonConverter))] +internal enum SortOrder +{ + /// + /// Sort in ascending order (oldest to newest). + /// + Ascending, + + /// + /// Sort in descending order (newest to oldest). + /// + Descending +} + +/// +/// Custom JSON converter for SortOrder enum to serialize as "asc" and "desc". +/// +internal sealed class SortOrderJsonConverter : JsonConverter +{ + /// + public override SortOrder Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) + { + var value = reader.GetString(); + return value switch + { + string s when s.Equals("asc", StringComparison.OrdinalIgnoreCase) => SortOrder.Ascending, + string s when s.Equals("desc", StringComparison.OrdinalIgnoreCase) => SortOrder.Descending, + null => throw new JsonException("SortOrder value cannot be null"), + _ => throw new JsonException($"Invalid SortOrder value: {value}") + }; + } + + /// + public override void Write(Utf8JsonWriter writer, SortOrder value, JsonSerializerOptions options) + { + var stringValue = value switch + { + SortOrder.Ascending => "asc", + SortOrder.Descending => "desc", + _ => throw new JsonException($"Invalid SortOrder value: {value}") + }; + writer.WriteStringValue(stringValue); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesJsonContext.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/OpenAIHostingJsonUtilities.cs similarity index 52% rename from dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesJsonContext.cs rename to dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/OpenAIHostingJsonUtilities.cs index 0b37929b481..ceac8b872fd 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesJsonContext.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/OpenAIHostingJsonUtilities.cs @@ -4,16 +4,54 @@ using System.Diagnostics.CodeAnalysis; using System.Text.Json; using System.Text.Json.Serialization; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; -namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; +namespace Microsoft.Agents.AI.Hosting.OpenAI; +/// +/// Provides JSON serialization options and context for OpenAI Hosting APIs to support AOT and trimming. +/// +internal static class OpenAIHostingJsonUtilities +{ + /// + /// Gets the default instance used for OpenAI API serialization. + /// Includes support for AIContent types and all OpenAI-related types. + /// + public static JsonSerializerOptions DefaultOptions { get; } = CreateDefaultOptions(); + + private static JsonSerializerOptions CreateDefaultOptions() + { + JsonSerializerOptions options = new(OpenAIHostingJsonContext.Default.Options); + options.TypeInfoResolverChain.Add(AgentAbstractionsJsonUtilities.DefaultOptions.TypeInfoResolver!); + options.MakeReadOnly(); + return options; + } +} + +/// +/// Provides a unified JSON serialization context for all OpenAI Hosting APIs to support AOT and trimming. +/// Combines Conversations and Responses API types. +/// [JsonSourceGenerationOptions(JsonSerializerDefaults.Web, - DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull, - NumberHandling = JsonNumberHandling.AllowReadingFromString, - AllowOutOfOrderMetadataProperties = true, - WriteIndented = false)] -[JsonSerializable(typeof(Dictionary))] + DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull, + NumberHandling = JsonNumberHandling.AllowReadingFromString, + AllowOutOfOrderMetadataProperties = true, + WriteIndented = false)] +// Conversations API types +[JsonSerializable(typeof(Conversation))] +[JsonSerializable(typeof(ListResponse))] +[JsonSerializable(typeof(CreateConversationRequest))] +[JsonSerializable(typeof(CreateItemsRequest))] +[JsonSerializable(typeof(UpdateConversationRequest))] +[JsonSerializable(typeof(ListResponse))] +[JsonSerializable(typeof(List))] +// Shared types +[JsonSerializable(typeof(DeleteResponse))] +[JsonSerializable(typeof(ErrorResponse))] +[JsonSerializable(typeof(ErrorDetails))] +// Responses API types [JsonSerializable(typeof(CreateResponse))] [JsonSerializable(typeof(Response))] [JsonSerializable(typeof(StreamingResponseEvent))] @@ -40,11 +78,9 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; [JsonSerializable(typeof(ResponseInput))] [JsonSerializable(typeof(InputMessage))] [JsonSerializable(typeof(List))] -[JsonSerializable(typeof(IReadOnlyList))] [JsonSerializable(typeof(InputMessageContent))] [JsonSerializable(typeof(ResponseStatus))] -[JsonSerializable(typeof(List))] -[JsonSerializable(typeof(IList))] +// ItemResource types [JsonSerializable(typeof(ItemResource))] [JsonSerializable(typeof(ResponsesMessageItemResource))] [JsonSerializable(typeof(ResponsesAssistantMessageItemResource))] @@ -67,8 +103,35 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; [JsonSerializable(typeof(MCPApprovalRequestItemResource))] [JsonSerializable(typeof(MCPApprovalResponseItemResource))] [JsonSerializable(typeof(MCPCallItemResource))] -[JsonSerializable(typeof(IList))] [JsonSerializable(typeof(List))] +// ItemParam types +[JsonSerializable(typeof(ItemParam))] +[JsonSerializable(typeof(ResponsesMessageItemParam))] +[JsonSerializable(typeof(ResponsesUserMessageItemParam))] +[JsonSerializable(typeof(ResponsesAssistantMessageItemParam))] +[JsonSerializable(typeof(ResponsesSystemMessageItemParam))] +[JsonSerializable(typeof(ResponsesDeveloperMessageItemParam))] +[JsonSerializable(typeof(FunctionToolCallItemParam))] +[JsonSerializable(typeof(FunctionToolCallOutputItemParam))] +[JsonSerializable(typeof(FileSearchToolCallItemParam))] +[JsonSerializable(typeof(ComputerToolCallItemParam))] +[JsonSerializable(typeof(ComputerToolCallOutputItemParam))] +[JsonSerializable(typeof(WebSearchToolCallItemParam))] +[JsonSerializable(typeof(ReasoningItemParam))] +[JsonSerializable(typeof(ItemReferenceItemParam))] +[JsonSerializable(typeof(ImageGenerationToolCallItemParam))] +[JsonSerializable(typeof(CodeInterpreterToolCallItemParam))] +[JsonSerializable(typeof(LocalShellToolCallItemParam))] +[JsonSerializable(typeof(LocalShellToolCallOutputItemParam))] +[JsonSerializable(typeof(MCPListToolsItemParam))] +[JsonSerializable(typeof(MCPApprovalRequestItemParam))] +[JsonSerializable(typeof(MCPApprovalResponseItemParam))] +[JsonSerializable(typeof(MCPCallItemParam))] +[JsonSerializable(typeof(List))] +// ItemContent types +[JsonSerializable(typeof(List))] +[JsonSerializable(typeof(IReadOnlyList))] +[JsonSerializable(typeof(ItemContent[]))] [JsonSerializable(typeof(ItemContent))] [JsonSerializable(typeof(ItemContentInputText))] [JsonSerializable(typeof(ItemContentInputAudio))] @@ -82,5 +145,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; [JsonSerializable(typeof(ResponseTextFormatConfigurationText))] [JsonSerializable(typeof(ResponseTextFormatConfigurationJsonObject))] [JsonSerializable(typeof(ResponseTextFormatConfigurationJsonSchema))] +// Common types +[JsonSerializable(typeof(Dictionary))] [ExcludeFromCodeCoverage] -internal sealed partial class ResponsesJsonContext : JsonSerializerContext; +internal sealed partial class OpenAIHostingJsonContext : JsonSerializerContext; diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AIAgentResponseExecutor.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AIAgentResponseExecutor.cs new file mode 100644 index 00000000000..18863034bfc --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AIAgentResponseExecutor.cs @@ -0,0 +1,60 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Runtime.CompilerServices; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; + +/// +/// Response executor that uses an AIAgent to execute responses locally. +/// This is the default implementation for local execution. +/// +internal sealed class AIAgentResponseExecutor : IResponseExecutor +{ + private readonly AIAgent _agent; + + public AIAgentResponseExecutor(AIAgent agent) + { + ArgumentNullException.ThrowIfNull(agent); + this._agent = agent; + } + + public async IAsyncEnumerable ExecuteAsync( + AgentInvocationContext context, + CreateResponse request, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + // Create options with properties from the request + var chatOptions = new ChatOptions + { + ConversationId = request.Conversation?.Id, + Temperature = (float?)request.Temperature, + TopP = (float?)request.TopP, + MaxOutputTokens = request.MaxOutputTokens, + Instructions = request.Instructions, + ModelId = request.Model, + }; + var options = new ChatClientAgentRunOptions(chatOptions); + + // Convert input to chat messages + var messages = new List(); + + foreach (var inputMessage in request.Input.GetInputMessages()) + { + messages.Add(inputMessage.ToChatMessage()); + } + + // Use the extension method to convert streaming updates to streaming response events + await foreach (var streamingEvent in this._agent.RunStreamingAsync(messages, options: options, cancellationToken: cancellationToken) + .ToStreamingResponseAsync(request, context, cancellationToken) + .ConfigureAwait(false)) + { + yield return streamingEvent; + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AIAgentResponsesProcessor.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AIAgentResponsesProcessor.cs deleted file mode 100644 index 5178abd8dcb..00000000000 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AIAgentResponsesProcessor.cs +++ /dev/null @@ -1,65 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using System; -using System.Linq; -using System.Net.ServerSentEvents; -using System.Text.Json; -using System.Threading; -using System.Threading.Tasks; -using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; -using Microsoft.AspNetCore.Http; -using Microsoft.AspNetCore.Http.Features; - -namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; - -/// -/// OpenAI Responses processor for . -/// -internal static class AIAgentResponsesProcessor -{ - public static async Task CreateModelResponseAsync(AIAgent agent, CreateResponse request, CancellationToken cancellationToken) - { - ArgumentNullException.ThrowIfNull(agent); - - var context = new AgentInvocationContext(idGenerator: IdGenerator.From(request)); - if (request.Stream == true) - { - return new StreamingResponse(agent, request, context); - } - - var messages = request.Input.GetInputMessages().Select(i => i.ToChatMessage()); - var response = await agent.RunAsync(messages, cancellationToken: cancellationToken).ConfigureAwait(false); - return Results.Ok(response.ToResponse(request, context)); - } - - private sealed class StreamingResponse(AIAgent agent, CreateResponse createResponse, AgentInvocationContext context) : IResult - { - public Task ExecuteAsync(HttpContext httpContext) - { - var cancellationToken = httpContext.RequestAborted; - var response = httpContext.Response; - - // Set SSE headers - response.Headers.ContentType = "text/event-stream"; - response.Headers.CacheControl = "no-cache,no-store"; - response.Headers.Connection = "keep-alive"; - response.Headers.ContentEncoding = "identity"; - httpContext.Features.GetRequiredFeature().DisableBuffering(); - - var chatMessages = createResponse.Input.GetInputMessages().Select(i => i.ToChatMessage()).ToList(); - var events = agent.RunStreamingAsync(chatMessages, cancellationToken: cancellationToken) - .ToStreamingResponseAsync(createResponse, context, cancellationToken) - .Select(static evt => new SseItem(evt, evt.Type)); - return SseFormatter.WriteAsync( - source: events, - destination: response.Body, - itemFormatter: static (sseItem, bufferWriter) => - { - using var writer = new Utf8JsonWriter(bufferWriter); - JsonSerializer.Serialize(writer, sseItem.Data, ResponsesJsonContext.Default.StreamingResponseEvent); - writer.Flush(); - }, - cancellationToken); - } - } -} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentInvocationContext.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentInvocationContext.cs index 6db6dbbc519..f21c2e84e94 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentInvocationContext.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentInvocationContext.cs @@ -29,5 +29,5 @@ internal sealed class AgentInvocationContext(IdGenerator idGenerator, JsonSerial /// /// Gets the JSON serializer options. /// - public JsonSerializerOptions JsonSerializerOptions { get; } = jsonSerializerOptions ?? ResponsesJsonSerializerOptions.Default; + public JsonSerializerOptions JsonSerializerOptions { get; } = jsonSerializerOptions ?? OpenAIHostingJsonUtilities.DefaultOptions; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseExtensions.cs index b276489d00e..fedaeae1f40 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseExtensions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseExtensions.cs @@ -15,6 +15,8 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; /// internal static class AgentRunResponseExtensions { + private static ChatRole s_DeveloperRole => new("developer"); + /// /// Converts an AgentRunResponse to a Response model. /// @@ -44,38 +46,38 @@ public static Response ToResponse( return new Response { - Id = context.ResponseId, - CreatedAt = (agentRunResponse.CreatedAt ?? DateTimeOffset.UtcNow).ToUnixTimeSeconds(), - Model = request.Agent?.Name ?? request.Model, - Status = ResponseStatus.Completed, Agent = request.Agent?.ToAgentId(), + Background = request.Background, Conversation = request.Conversation ?? (context.ConversationId != null ? new ConversationReference { Id = context.ConversationId } : null), - Metadata = request.Metadata is IReadOnlyDictionary metadata ? new Dictionary(metadata) : [], + CreatedAt = (agentRunResponse.CreatedAt ?? DateTimeOffset.UtcNow).ToUnixTimeSeconds(), + Error = null, + Id = context.ResponseId, Instructions = request.Instructions, - Temperature = request.Temperature ?? 1.0, - TopP = request.TopP ?? 1.0, + MaxOutputTokens = request.MaxOutputTokens, + MaxToolCalls = request.MaxToolCalls, + Metadata = request.Metadata is IReadOnlyDictionary metadata ? new Dictionary(metadata) : [], + Model = request.Agent?.Name ?? request.Model, Output = output, - Usage = agentRunResponse.Usage.ToResponseUsage(), ParallelToolCalls = request.ParallelToolCalls ?? true, - Tools = [.. request.Tools ?? []], - ToolChoice = request.ToolChoice, - ServiceTier = request.ServiceTier ?? "default", - Store = request.Store ?? true, PreviousResponseId = request.PreviousResponseId, + Prompt = request.Prompt, + PromptCacheKey = request.PromptCacheKey, Reasoning = request.Reasoning, + SafetyIdentifier = request.SafetyIdentifier, + ServiceTier = request.ServiceTier ?? "default", + Status = ResponseStatus.Completed, + Store = request.Store ?? true, + Temperature = request.Temperature ?? 1.0, Text = request.Text, - MaxOutputTokens = request.MaxOutputTokens, + ToolChoice = request.ToolChoice, + Tools = [.. request.Tools ?? []], + TopLogprobs = request.TopLogprobs, + TopP = request.TopP ?? 1.0, Truncation = request.Truncation, + Usage = agentRunResponse.Usage.ToResponseUsage(), #pragma warning disable CS0618 // Type or member is obsolete User = request.User, #pragma warning restore CS0618 // Type or member is obsolete - PromptCacheKey = request.PromptCacheKey, - SafetyIdentifier = request.SafetyIdentifier, - TopLogprobs = request.TopLogprobs, - MaxToolCalls = request.MaxToolCalls, - Background = request.Background, - Prompt = request.Prompt, - Error = null }; } @@ -88,22 +90,19 @@ public static Response ToResponse( /// An enumerable of ItemResource objects. public static IEnumerable ToItemResource(this ChatMessage message, IdGenerator idGenerator, JsonSerializerOptions jsonSerializerOptions) { - IList contents = []; - foreach (var content in message.Contents) + List contents = []; + foreach (AIContent content in message.Contents) { switch (content) { case FunctionCallContent functionCallContent: - // message.Role == ChatRole.Assistant yield return functionCallContent.ToFunctionToolCallItemResource(idGenerator.GenerateFunctionCallId(), jsonSerializerOptions); break; case FunctionResultContent functionResultContent: - // message.Role == ChatRole.Tool yield return functionResultContent.ToFunctionToolCallOutputItemResource( idGenerator.GenerateFunctionOutputId()); break; default: - // message.Role == ChatRole.Assistant if (ItemContentConverter.ToItemContent(content) is { } itemContent) { contents.Add(itemContent); @@ -115,12 +114,34 @@ public static IEnumerable ToItemResource(this ChatMessage message, if (contents.Count > 0) { - yield return new ResponsesAssistantMessageItemResource - { - Id = idGenerator.GenerateMessageId(), - Status = ResponsesMessageItemResourceStatus.Completed, - Content = contents - }; + List contentArray = contents; + string messageId = idGenerator.GenerateMessageId(); + + yield return + message.Role == ChatRole.User ? new ResponsesUserMessageItemResource + { + Id = messageId, + Status = ResponsesMessageItemResourceStatus.Completed, + Content = contentArray + } : + message.Role == ChatRole.System ? new ResponsesSystemMessageItemResource + { + Id = messageId, + Status = ResponsesMessageItemResourceStatus.Completed, + Content = contentArray + } : + message.Role == s_DeveloperRole ? new ResponsesDeveloperMessageItemResource + { + Id = messageId, + Status = ResponsesMessageItemResourceStatus.Completed, + Content = contentArray + } : + new ResponsesAssistantMessageItemResource + { + Id = messageId, + Status = ResponsesMessageItemResourceStatus.Completed, + Content = contentArray + }; } } @@ -168,6 +189,49 @@ public static FunctionToolCallOutputItemResource ToFunctionToolCallOutputItemRes }; } + /// + /// Converts an InputMessage to ItemResource objects. + /// + /// The input message to convert. + /// The ID generator to use for creating IDs. + /// An enumerable of ItemResource objects. + public static IEnumerable ToItemResource(this InputMessage inputMessage, IdGenerator idGenerator) + { + // Convert InputMessageContent to ItemContent array + List contentArray = inputMessage.Content.ToItemContents(); + + // Generate a message ID + string messageId = idGenerator.GenerateMessageId(); + + // Create the appropriate message type based on role + ChatRole role = new(inputMessage.Role.Value); + yield return + role == ChatRole.User ? new ResponsesUserMessageItemResource + { + Id = messageId, + Status = ResponsesMessageItemResourceStatus.Completed, + Content = contentArray + } : + role == ChatRole.System ? new ResponsesSystemMessageItemResource + { + Id = messageId, + Status = ResponsesMessageItemResourceStatus.Completed, + Content = contentArray + } : + role == s_DeveloperRole ? new ResponsesDeveloperMessageItemResource + { + Id = messageId, + Status = ResponsesMessageItemResourceStatus.Completed, + Content = contentArray + } : + new ResponsesAssistantMessageItemResource + { + Id = messageId, + Status = ResponsesMessageItemResourceStatus.Completed, + Content = contentArray + }; + } + /// /// Converts UsageDetails to ResponseUsage. /// diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseUpdateExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseUpdateExtensions.cs index fb4ea9a04ad..252cdc8d921 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseUpdateExtensions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/AgentRunResponseUpdateExtensions.cs @@ -4,11 +4,13 @@ using System.Collections.Generic; using System.Linq; using System.Runtime.CompilerServices; +using System.Text.Json; using System.Threading; using System.Threading.Tasks; using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Streaming; +using Microsoft.Agents.AI.Workflows; using Microsoft.Extensions.AI; namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; @@ -26,7 +28,7 @@ internal static class AgentRunResponseUpdateExtensions /// The agent invocation context. /// The cancellation token. /// A stream of response events. - internal static async IAsyncEnumerable ToStreamingResponseAsync( + public static async IAsyncEnumerable ToStreamingResponseAsync( this IAsyncEnumerable updates, CreateResponse request, AgentInvocationContext context, @@ -50,6 +52,13 @@ internal static async IAsyncEnumerable ToStreamingRespon cancellationToken.ThrowIfCancellationRequested(); var update = updateEnumerator.Current; + // Special-case for agent framework workflow events. + if (update.RawRepresentation is WorkflowEvent workflowEvent) + { + yield return CreateWorkflowEventResponse(workflowEvent, seq.Increment(), outputIndex); + continue; + } + if (!IsSameMessage(update, previousUpdate)) { // Finalize the current generator when moving to a new message. @@ -99,6 +108,8 @@ internal static async IAsyncEnumerable ToStreamingRespon TextReasoningContent => new TextReasoningContentEventGenerator(context.IdGenerator, seq, outputIndex), FunctionCallContent => new FunctionCallEventGenerator(context.IdGenerator, seq, outputIndex, context.JsonSerializerOptions), FunctionResultContent => new FunctionResultEventGenerator(context.IdGenerator, seq, outputIndex), + FunctionApprovalRequestContent => new FunctionApprovalRequestEventGenerator(context.IdGenerator, seq, outputIndex, context.JsonSerializerOptions), + FunctionApprovalResponseContent => new FunctionApprovalResponseEventGenerator(context.IdGenerator, seq, outputIndex), ErrorContent => new ErrorContentEventGenerator(context.IdGenerator, seq, outputIndex), UriContent uriContent when uriContent.HasTopLevelMediaType("image") => new ImageContentEventGenerator(context.IdGenerator, seq, outputIndex), DataContent dataContent when dataContent.HasTopLevelMediaType("image") => new ImageContentEventGenerator(context.IdGenerator, seq, outputIndex), @@ -144,38 +155,38 @@ Response CreateResponse(ResponseStatus status = ResponseStatus.Completed, IEnume { return new Response { - Id = context.ResponseId, - CreatedAt = createdAt.ToUnixTimeSeconds(), - Model = request.Agent?.Name ?? request.Model, - Status = status, Agent = request.Agent?.ToAgentId(), + Background = request.Background, Conversation = request.Conversation ?? new ConversationReference { Id = context.ConversationId }, - Metadata = request.Metadata != null ? new Dictionary(request.Metadata) : [], + CreatedAt = createdAt.ToUnixTimeSeconds(), + Error = null, + Id = context.ResponseId, Instructions = request.Instructions, - Temperature = request.Temperature ?? 1.0, - TopP = request.TopP ?? 1.0, + MaxOutputTokens = request.MaxOutputTokens, + MaxToolCalls = request.MaxToolCalls, + Metadata = request.Metadata != null ? new Dictionary(request.Metadata) : [], + Model = request.Agent?.Name ?? request.Model, Output = outputs?.ToList() ?? [], - Usage = latestUsage, ParallelToolCalls = request.ParallelToolCalls ?? true, - Tools = [.. request.Tools ?? []], - ToolChoice = request.ToolChoice, - ServiceTier = request.ServiceTier ?? "default", - Store = request.Store ?? true, PreviousResponseId = request.PreviousResponseId, + Prompt = request.Prompt, + PromptCacheKey = request.PromptCacheKey, Reasoning = request.Reasoning, + SafetyIdentifier = request.SafetyIdentifier, + ServiceTier = request.ServiceTier, + Status = status, + Store = request.Store ?? true, + Temperature = request.Temperature ?? 1.0, Text = request.Text, - MaxOutputTokens = request.MaxOutputTokens, + ToolChoice = request.ToolChoice, + Tools = [.. request.Tools ?? []], + TopLogprobs = request.TopLogprobs, + TopP = request.TopP ?? 1.0, Truncation = request.Truncation, + Usage = latestUsage, #pragma warning disable CS0618 // Type or member is obsolete User = request.User, - PromptCacheKey = request.PromptCacheKey, #pragma warning restore CS0618 // Type or member is obsolete - SafetyIdentifier = request.SafetyIdentifier, - TopLogprobs = request.TopLogprobs, - MaxToolCalls = request.MaxToolCalls, - Background = request.Background, - Prompt = request.Prompt, - Error = null }; } } @@ -192,4 +203,49 @@ static bool IsSameValue(string? str1, string? str2) => static bool IsSameRole(ChatRole? value1, ChatRole? value2) => !value1.HasValue || !value2.HasValue || value1.Value == value2.Value; } + + private static StreamingWorkflowEventComplete CreateWorkflowEventResponse(WorkflowEvent workflowEvent, int sequenceNumber, int outputIndex) + { + // Extract executor_id if this is an ExecutorEvent + string? executorId = null; + if (workflowEvent is ExecutorEvent execEvent) + { + executorId = execEvent.ExecutorId; + } + JsonElement eventData; + if (JsonSerializer.IsReflectionEnabledByDefault) + { + JsonElement? dataElement = null; + if (workflowEvent.Data is not null) + { + dataElement = JsonSerializer.SerializeToElement(workflowEvent.Data, OpenAIHostingJsonUtilities.DefaultOptions.GetTypeInfo(typeof(object))); + } + + var eventDataObj = new WorkflowEventData + { + EventType = workflowEvent.GetType().Name, + Data = dataElement, + ExecutorId = executorId, + Timestamp = DateTime.UtcNow.ToString("O") + }; + + eventData = JsonSerializer.SerializeToElement(eventDataObj, OpenAIHostingJsonUtilities.DefaultOptions.GetTypeInfo(typeof(WorkflowEventData))); + } + else + { + eventData = JsonSerializer.SerializeToElement( + "Unsupported. Workflow event serialization is currently only supported when JsonSerializer.IsReflectionEnabledByDefault is true.", + OpenAIHostingJsonContext.Default.String); + } + + // Create the properly typed streaming workflow event + return new StreamingWorkflowEventComplete + { + SequenceNumber = sequenceNumber, + OutputIndex = outputIndex, + Data = eventData, + ExecutorId = executorId, + ItemId = IdGenerator.NewId(prefix: "wf", stringLength: 8, delimiter: "") + }; + } } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemContentConverter.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemContentConverter.cs index cbaf7cb87b3..32262d2e2c6 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemContentConverter.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemContentConverter.cs @@ -11,6 +11,23 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; /// internal static class ItemContentConverter { + private static string AudioFormatToMediaType(string? format) => + format?.Equals("mp3", StringComparison.OrdinalIgnoreCase) == true ? "audio/mpeg" : + format?.Equals("wav", StringComparison.OrdinalIgnoreCase) == true ? "audio/wav" : + format?.Equals("opus", StringComparison.OrdinalIgnoreCase) == true ? "audio/opus" : + format?.Equals("aac", StringComparison.OrdinalIgnoreCase) == true ? "audio/aac" : + format?.Equals("flac", StringComparison.OrdinalIgnoreCase) == true ? "audio/flac" : + format?.Equals("pcm16", StringComparison.OrdinalIgnoreCase) == true ? "audio/pcm" : + "audio/*"; + + private static string MediaTypeToAudioFormat(string mediaType) => + mediaType.Equals("audio/mpeg", StringComparison.OrdinalIgnoreCase) ? "mp3" : + mediaType.Equals("audio/wav", StringComparison.OrdinalIgnoreCase) ? "wav" : + mediaType.Equals("audio/opus", StringComparison.OrdinalIgnoreCase) ? "opus" : + mediaType.Equals("audio/aac", StringComparison.OrdinalIgnoreCase) ? "aac" : + mediaType.Equals("audio/flac", StringComparison.OrdinalIgnoreCase) ? "flac" : + mediaType.Equals("audio/pcm", StringComparison.OrdinalIgnoreCase) ? "pcm16" : + "mp3"; /// /// Converts to . /// @@ -49,16 +66,7 @@ internal static class ItemContentConverter // Audio content - map to DataContent with media type based on format ItemContentInputAudio inputAudio => - new DataContent(inputAudio.Data, inputAudio.Format?.ToUpperInvariant() switch - { - "MP3" => "audio/mpeg", - "WAV" => "audio/wav", - "OPUS" => "audio/opus", - "AAC" => "audio/aac", - "FLAC" => "audio/flac", - "PCM16" => "audio/pcm", - _ => "audio/*" - }), + new DataContent(inputAudio.Data, AudioFormatToMediaType(inputAudio.Format)), ItemContentOutputAudio outputAudio => new DataContent(outputAudio.Data, "audio/*"), @@ -104,35 +112,29 @@ UriContent uriContent when uriContent.HasTopLevelMediaType("image") => ImageUrl = uriContent.Uri?.ToString(), Detail = GetImageDetail(uriContent) }, + HostedFileContent hostedFile => + new ItemContentInputFile + { + FileId = hostedFile.FileId + }, DataContent dataContent when dataContent.HasTopLevelMediaType("image") => new ItemContentInputImage { ImageUrl = dataContent.Uri, Detail = GetImageDetail(dataContent) }, - HostedFileContent hostedFile => - new ItemContentInputFile + DataContent audioData when audioData.HasTopLevelMediaType("audio") => + new ItemContentInputAudio { - FileId = hostedFile.FileId + Data = audioData.Uri, + Format = MediaTypeToAudioFormat(audioData.MediaType) }, - DataContent fileData when !fileData.HasTopLevelMediaType("image") && !fileData.HasTopLevelMediaType("audio") => + DataContent fileData => new ItemContentInputFile { FileData = fileData.Uri, Filename = fileData.Name }, - DataContent audioData when audioData.HasTopLevelMediaType("audio") => - new ItemContentInputAudio - { - Data = audioData.Uri, - Format = audioData.MediaType.Equals("audio/mpeg", StringComparison.OrdinalIgnoreCase) ? "mp3" : - audioData.MediaType.Equals("audio/wav", StringComparison.OrdinalIgnoreCase) ? "wav" : - audioData.MediaType.Equals("audio/opus", StringComparison.OrdinalIgnoreCase) ? "opus" : - audioData.MediaType.Equals("audio/aac", StringComparison.OrdinalIgnoreCase) ? "aac" : - audioData.MediaType.Equals("audio/flac", StringComparison.OrdinalIgnoreCase) ? "flac" : - audioData.MediaType.Equals("audio/pcm", StringComparison.OrdinalIgnoreCase) ? "pcm16" : - "mp3" // Default to mp3 - }, // Other AIContent types (FunctionCallContent, FunctionResultContent, etc.) // are handled separately in the Responses API as different ItemResource types, not ItemContent _ => null diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemParamConverter.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemParamConverter.cs new file mode 100644 index 00000000000..9e63bcfd9d3 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemParamConverter.cs @@ -0,0 +1,56 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using System.Text.Json.Serialization; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; + +/// +/// JSON converter for ItemParam that handles polymorphic deserialization based on the "type" discriminator. +/// +internal sealed class ItemParamConverter : JsonConverter +{ + public override ItemParam? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) + { + using var doc = JsonDocument.ParseValue(ref reader); + var root = doc.RootElement; + + if (!root.TryGetProperty("type", out var typeElement)) + { + throw new JsonException("ItemParam must have a 'type' property"); + } + + var type = typeElement.GetString(); + + // Use OpenAIJsonContext directly since it has all the ItemParam type metadata + return type switch + { + "message" => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesMessageItemParam), + "function_call" => doc.Deserialize(OpenAIHostingJsonContext.Default.FunctionToolCallItemParam), + "function_call_output" => doc.Deserialize(OpenAIHostingJsonContext.Default.FunctionToolCallOutputItemParam), + "file_search_call" => doc.Deserialize(OpenAIHostingJsonContext.Default.FileSearchToolCallItemParam), + "computer_call" => doc.Deserialize(OpenAIHostingJsonContext.Default.ComputerToolCallItemParam), + "computer_call_output" => doc.Deserialize(OpenAIHostingJsonContext.Default.ComputerToolCallOutputItemParam), + "web_search_call" => doc.Deserialize(OpenAIHostingJsonContext.Default.WebSearchToolCallItemParam), + "reasoning" => doc.Deserialize(OpenAIHostingJsonContext.Default.ReasoningItemParam), + "item_reference" => doc.Deserialize(OpenAIHostingJsonContext.Default.ItemReferenceItemParam), + "image_generation_call" => doc.Deserialize(OpenAIHostingJsonContext.Default.ImageGenerationToolCallItemParam), + "code_interpreter_call" => doc.Deserialize(OpenAIHostingJsonContext.Default.CodeInterpreterToolCallItemParam), + "local_shell_call" => doc.Deserialize(OpenAIHostingJsonContext.Default.LocalShellToolCallItemParam), + "local_shell_call_output" => doc.Deserialize(OpenAIHostingJsonContext.Default.LocalShellToolCallOutputItemParam), + "mcp_list_tools" => doc.Deserialize(OpenAIHostingJsonContext.Default.MCPListToolsItemParam), + "mcp_approval_request" => doc.Deserialize(OpenAIHostingJsonContext.Default.MCPApprovalRequestItemParam), + "mcp_approval_response" => doc.Deserialize(OpenAIHostingJsonContext.Default.MCPApprovalResponseItemParam), + "mcp_call" => doc.Deserialize(OpenAIHostingJsonContext.Default.MCPCallItemParam), + _ => null // Ignore unknown types. + }; + } + + public override void Write(Utf8JsonWriter writer, ItemParam value, JsonSerializerOptions options) + { + // Use OpenAIJsonContext directly to serialize the concrete type + JsonSerializer.Serialize(writer, value, OpenAIHostingJsonContext.Default.Options.GetTypeInfo(value.GetType())); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemResourceConverter.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemResourceConverter.cs index 2865de63a6f..571e45fa1f5 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemResourceConverter.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ItemResourceConverter.cs @@ -1,7 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using System; -using System.Diagnostics.CodeAnalysis; using System.Text.Json; using System.Text.Json.Serialization; using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; @@ -11,137 +10,101 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; /// /// JSON converter for ItemResource that handles type discrimination. /// -[ExcludeFromCodeCoverage] internal sealed class ItemResourceConverter : JsonConverter { - private readonly ResponsesJsonContext _context; - - /// - /// Initializes a new instance of the class. - /// - public ItemResourceConverter() - { - this._context = ResponsesJsonContext.Default; - } - + /// public override ItemResource? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) { - // Clone the reader to peek at the JSON - Utf8JsonReader readerClone = reader; - - // Read through the JSON to find the type property - string? type = null; + using var doc = JsonDocument.ParseValue(ref reader); + var root = doc.RootElement; - if (readerClone.TokenType != JsonTokenType.StartObject) + if (!root.TryGetProperty("type", out var typeElement)) { - throw new JsonException("Expected start of object"); + throw new JsonException("ItemResource must have a 'type' property"); } - while (readerClone.Read()) - { - if (readerClone.TokenType == JsonTokenType.EndObject) - { - break; - } - - if (readerClone.TokenType == JsonTokenType.PropertyName) - { - string propertyName = readerClone.GetString()!; - readerClone.Read(); // Move to the value - - if (propertyName == "type") - { - type = readerClone.GetString(); - break; - } - - if (readerClone.TokenType is JsonTokenType.StartObject or JsonTokenType.StartArray) - { - // Skip nested objects/arrays - readerClone.Skip(); - } - } - } + var type = typeElement.GetString(); // Determine the concrete type based on the type discriminator and deserialize using the source generation context return type switch { - ResponsesMessageItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.ResponsesMessageItemResource), - FileSearchToolCallItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.FileSearchToolCallItemResource), - FunctionToolCallItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.FunctionToolCallItemResource), - FunctionToolCallOutputItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.FunctionToolCallOutputItemResource), - ComputerToolCallItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.ComputerToolCallItemResource), - ComputerToolCallOutputItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.ComputerToolCallOutputItemResource), - WebSearchToolCallItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.WebSearchToolCallItemResource), - ReasoningItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.ReasoningItemResource), - ItemReferenceItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.ItemReferenceItemResource), - ImageGenerationToolCallItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.ImageGenerationToolCallItemResource), - CodeInterpreterToolCallItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.CodeInterpreterToolCallItemResource), - LocalShellToolCallItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.LocalShellToolCallItemResource), - LocalShellToolCallOutputItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.LocalShellToolCallOutputItemResource), - MCPListToolsItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.MCPListToolsItemResource), - MCPApprovalRequestItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.MCPApprovalRequestItemResource), - MCPApprovalResponseItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.MCPApprovalResponseItemResource), - MCPCallItemResource.ItemType => JsonSerializer.Deserialize(ref reader, this._context.MCPCallItemResource), - _ => throw new JsonException($"Unknown item type: {type}") + ResponsesMessageItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesMessageItemResource), + FileSearchToolCallItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.FileSearchToolCallItemResource), + FunctionToolCallItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.FunctionToolCallItemResource), + FunctionToolCallOutputItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.FunctionToolCallOutputItemResource), + ComputerToolCallItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.ComputerToolCallItemResource), + ComputerToolCallOutputItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.ComputerToolCallOutputItemResource), + WebSearchToolCallItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.WebSearchToolCallItemResource), + ReasoningItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.ReasoningItemResource), + ItemReferenceItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.ItemReferenceItemResource), + ImageGenerationToolCallItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.ImageGenerationToolCallItemResource), + CodeInterpreterToolCallItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.CodeInterpreterToolCallItemResource), + LocalShellToolCallItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.LocalShellToolCallItemResource), + LocalShellToolCallOutputItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.LocalShellToolCallOutputItemResource), + MCPListToolsItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.MCPListToolsItemResource), + MCPApprovalRequestItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.MCPApprovalRequestItemResource), + MCPApprovalResponseItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.MCPApprovalResponseItemResource), + MCPCallItemResource.ItemType => doc.Deserialize(OpenAIHostingJsonContext.Default.MCPCallItemResource), + _ => null }; } + /// public override void Write(Utf8JsonWriter writer, ItemResource value, JsonSerializerOptions options) { // Directly serialize using the appropriate type info from the context switch (value) { case ResponsesMessageItemResource message: - JsonSerializer.Serialize(writer, message, this._context.ResponsesMessageItemResource); + JsonSerializer.Serialize(writer, message, OpenAIHostingJsonContext.Default.ResponsesMessageItemResource); break; case FileSearchToolCallItemResource fileSearch: - JsonSerializer.Serialize(writer, fileSearch, this._context.FileSearchToolCallItemResource); + JsonSerializer.Serialize(writer, fileSearch, OpenAIHostingJsonContext.Default.FileSearchToolCallItemResource); break; case FunctionToolCallItemResource functionCall: - JsonSerializer.Serialize(writer, functionCall, this._context.FunctionToolCallItemResource); + JsonSerializer.Serialize(writer, functionCall, OpenAIHostingJsonContext.Default.FunctionToolCallItemResource); break; case FunctionToolCallOutputItemResource functionOutput: - JsonSerializer.Serialize(writer, functionOutput, this._context.FunctionToolCallOutputItemResource); + JsonSerializer.Serialize(writer, functionOutput, OpenAIHostingJsonContext.Default.FunctionToolCallOutputItemResource); break; case ComputerToolCallItemResource computerCall: - JsonSerializer.Serialize(writer, computerCall, this._context.ComputerToolCallItemResource); + JsonSerializer.Serialize(writer, computerCall, OpenAIHostingJsonContext.Default.ComputerToolCallItemResource); break; case ComputerToolCallOutputItemResource computerOutput: - JsonSerializer.Serialize(writer, computerOutput, this._context.ComputerToolCallOutputItemResource); + JsonSerializer.Serialize(writer, computerOutput, OpenAIHostingJsonContext.Default.ComputerToolCallOutputItemResource); break; case WebSearchToolCallItemResource webSearch: - JsonSerializer.Serialize(writer, webSearch, this._context.WebSearchToolCallItemResource); + JsonSerializer.Serialize(writer, webSearch, OpenAIHostingJsonContext.Default.WebSearchToolCallItemResource); break; case ReasoningItemResource reasoning: - JsonSerializer.Serialize(writer, reasoning, this._context.ReasoningItemResource); + JsonSerializer.Serialize(writer, reasoning, OpenAIHostingJsonContext.Default.ReasoningItemResource); break; case ItemReferenceItemResource itemReference: - JsonSerializer.Serialize(writer, itemReference, this._context.ItemReferenceItemResource); + JsonSerializer.Serialize(writer, itemReference, OpenAIHostingJsonContext.Default.ItemReferenceItemResource); break; case ImageGenerationToolCallItemResource imageGeneration: - JsonSerializer.Serialize(writer, imageGeneration, this._context.ImageGenerationToolCallItemResource); + JsonSerializer.Serialize(writer, imageGeneration, OpenAIHostingJsonContext.Default.ImageGenerationToolCallItemResource); break; case CodeInterpreterToolCallItemResource codeInterpreter: - JsonSerializer.Serialize(writer, codeInterpreter, this._context.CodeInterpreterToolCallItemResource); + JsonSerializer.Serialize(writer, codeInterpreter, OpenAIHostingJsonContext.Default.CodeInterpreterToolCallItemResource); break; case LocalShellToolCallItemResource localShell: - JsonSerializer.Serialize(writer, localShell, this._context.LocalShellToolCallItemResource); + JsonSerializer.Serialize(writer, localShell, OpenAIHostingJsonContext.Default.LocalShellToolCallItemResource); break; case LocalShellToolCallOutputItemResource localShellOutput: - JsonSerializer.Serialize(writer, localShellOutput, this._context.LocalShellToolCallOutputItemResource); + JsonSerializer.Serialize(writer, localShellOutput, OpenAIHostingJsonContext.Default.LocalShellToolCallOutputItemResource); break; case MCPListToolsItemResource mcpListTools: - JsonSerializer.Serialize(writer, mcpListTools, this._context.MCPListToolsItemResource); + JsonSerializer.Serialize(writer, mcpListTools, OpenAIHostingJsonContext.Default.MCPListToolsItemResource); break; case MCPApprovalRequestItemResource mcpApprovalRequest: - JsonSerializer.Serialize(writer, mcpApprovalRequest, this._context.MCPApprovalRequestItemResource); + JsonSerializer.Serialize(writer, mcpApprovalRequest, OpenAIHostingJsonContext.Default.MCPApprovalRequestItemResource); break; case MCPApprovalResponseItemResource mcpApprovalResponse: - JsonSerializer.Serialize(writer, mcpApprovalResponse, this._context.MCPApprovalResponseItemResource); + JsonSerializer.Serialize(writer, mcpApprovalResponse, OpenAIHostingJsonContext.Default.MCPApprovalResponseItemResource); break; case MCPCallItemResource mcpCall: - JsonSerializer.Serialize(writer, mcpCall, this._context.MCPCallItemResource); + JsonSerializer.Serialize(writer, mcpCall, OpenAIHostingJsonContext.Default.MCPCallItemResource); break; default: throw new JsonException($"Unknown item type: {value.GetType().Name}"); diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ResponsesMessageItemParamConverter.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ResponsesMessageItemParamConverter.cs new file mode 100644 index 00000000000..18fb1269aa8 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ResponsesMessageItemParamConverter.cs @@ -0,0 +1,59 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Text.Json; +using System.Text.Json.Serialization; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; + +/// +/// JSON converter for ResponsesMessageItemParam that handles role-based polymorphic deserialization. +/// +internal sealed class ResponsesMessageItemParamConverter : JsonConverter +{ + /// + public override ResponsesMessageItemParam? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) + { + using var doc = JsonDocument.ParseValue(ref reader); + var root = doc.RootElement; + + if (!root.TryGetProperty("role", out var roleElement)) + { + throw new JsonException("ResponsesMessageItemParam must have a 'role' property"); + } + + var role = roleElement.GetString(); + + return role switch + { + "user" => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesUserMessageItemParam), + "assistant" => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesAssistantMessageItemParam), + "system" => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesSystemMessageItemParam), + "developer" => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesDeveloperMessageItemParam), + _ => throw new JsonException($"Unknown message role: {role}") + }; + } + + /// + public override void Write(Utf8JsonWriter writer, ResponsesMessageItemParam value, JsonSerializerOptions options) + { + switch (value) + { + case ResponsesUserMessageItemParam user: + JsonSerializer.Serialize(writer, user, OpenAIHostingJsonContext.Default.ResponsesUserMessageItemParam); + break; + case ResponsesAssistantMessageItemParam assistant: + JsonSerializer.Serialize(writer, assistant, OpenAIHostingJsonContext.Default.ResponsesAssistantMessageItemParam); + break; + case ResponsesSystemMessageItemParam system: + JsonSerializer.Serialize(writer, system, OpenAIHostingJsonContext.Default.ResponsesSystemMessageItemParam); + break; + case ResponsesDeveloperMessageItemParam developer: + JsonSerializer.Serialize(writer, developer, OpenAIHostingJsonContext.Default.ResponsesDeveloperMessageItemParam); + break; + default: + throw new JsonException($"Unknown message type: {value.GetType().Name}"); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ResponsesMessageItemResourceConverter.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ResponsesMessageItemResourceConverter.cs index c1045f9e560..f6307d6aa34 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ResponsesMessageItemResourceConverter.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/ResponsesMessageItemResourceConverter.cs @@ -14,82 +14,47 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; [ExcludeFromCodeCoverage] internal sealed class ResponsesMessageItemResourceConverter : JsonConverter { - private readonly ResponsesJsonContext _context; - - /// - /// Initializes a new instance of the class. - /// - public ResponsesMessageItemResourceConverter() - { - this._context = ResponsesJsonContext.Default; - } - + /// public override ResponsesMessageItemResource? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) { - // Clone the reader to peek at the JSON - Utf8JsonReader readerClone = reader; - - // Read through the JSON to find the role property - string? role = null; + using var doc = JsonDocument.ParseValue(ref reader); + var root = doc.RootElement; - if (readerClone.TokenType != JsonTokenType.StartObject) + if (!root.TryGetProperty("role", out var roleElement)) { - throw new JsonException("Expected start of object"); + throw new JsonException("ResponsesMessageItemResource must have a 'role' property"); } - while (readerClone.Read()) - { - if (readerClone.TokenType == JsonTokenType.EndObject) - { - break; - } - - if (readerClone.TokenType == JsonTokenType.PropertyName) - { - string propertyName = readerClone.GetString()!; - readerClone.Read(); // Move to the value - - if (propertyName == "role") - { - role = readerClone.GetString(); - break; - } - - if (readerClone.TokenType is JsonTokenType.StartObject or JsonTokenType.StartArray) - { - // Skip nested objects/arrays - readerClone.Skip(); - } - } - } + var role = roleElement.GetString(); // Determine the concrete type based on the role and deserialize using the source generation context return role switch { - ResponsesAssistantMessageItemResource.RoleType => JsonSerializer.Deserialize(ref reader, this._context.ResponsesAssistantMessageItemResource), - ResponsesUserMessageItemResource.RoleType => JsonSerializer.Deserialize(ref reader, this._context.ResponsesUserMessageItemResource), - ResponsesSystemMessageItemResource.RoleType => JsonSerializer.Deserialize(ref reader, this._context.ResponsesSystemMessageItemResource), - ResponsesDeveloperMessageItemResource.RoleType => JsonSerializer.Deserialize(ref reader, this._context.ResponsesDeveloperMessageItemResource), + ResponsesAssistantMessageItemResource.RoleType => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesAssistantMessageItemResource), + ResponsesUserMessageItemResource.RoleType => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesUserMessageItemResource), + ResponsesSystemMessageItemResource.RoleType => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesSystemMessageItemResource), + ResponsesDeveloperMessageItemResource.RoleType => doc.Deserialize(OpenAIHostingJsonContext.Default.ResponsesDeveloperMessageItemResource), _ => throw new JsonException($"Unknown message role: {role}") }; } + /// public override void Write(Utf8JsonWriter writer, ResponsesMessageItemResource value, JsonSerializerOptions options) { // Directly serialize using the appropriate type info from the context switch (value) { case ResponsesAssistantMessageItemResource assistant: - JsonSerializer.Serialize(writer, assistant, this._context.ResponsesAssistantMessageItemResource); + JsonSerializer.Serialize(writer, assistant, OpenAIHostingJsonContext.Default.ResponsesAssistantMessageItemResource); break; case ResponsesUserMessageItemResource user: - JsonSerializer.Serialize(writer, user, this._context.ResponsesUserMessageItemResource); + JsonSerializer.Serialize(writer, user, OpenAIHostingJsonContext.Default.ResponsesUserMessageItemResource); break; case ResponsesSystemMessageItemResource system: - JsonSerializer.Serialize(writer, system, this._context.ResponsesSystemMessageItemResource); + JsonSerializer.Serialize(writer, system, OpenAIHostingJsonContext.Default.ResponsesSystemMessageItemResource); break; case ResponsesDeveloperMessageItemResource developer: - JsonSerializer.Serialize(writer, developer, this._context.ResponsesDeveloperMessageItemResource); + JsonSerializer.Serialize(writer, developer, OpenAIHostingJsonContext.Default.ResponsesDeveloperMessageItemResource); break; default: throw new JsonException($"Unknown message type: {value.GetType().Name}"); diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/SnakeCaseEnumConverter.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/SnakeCaseEnumConverter.cs index fe8812330c4..e035e251cb7 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/SnakeCaseEnumConverter.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Converters/SnakeCaseEnumConverter.cs @@ -1,7 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. using System; -using System.Diagnostics.CodeAnalysis; using System.Text.Json; using System.Text.Json.Serialization; @@ -11,9 +10,11 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; /// JSON converter for enums that uses snake_case naming convention. /// /// The enum type to convert. -[ExcludeFromCodeCoverage] internal sealed class SnakeCaseEnumConverter : JsonStringEnumConverter where T : struct, Enum { + /// + /// Creates a new instance of the class. + /// public SnakeCaseEnumConverter() : base(JsonNamingPolicy.SnakeCaseLower) { } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/HostedAgentResponseExecutor.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/HostedAgentResponseExecutor.cs new file mode 100644 index 00000000000..78e4331b6bf --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/HostedAgentResponseExecutor.cs @@ -0,0 +1,115 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Runtime.CompilerServices; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.Extensions.Logging; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; + +/// +/// Response executor that routes requests to hosted AIAgent services based on the model or agent.name parameter. +/// This executor resolves agents from keyed services registered via AddAIAgent(). +/// +internal sealed class HostedAgentResponseExecutor : IResponseExecutor +{ + private readonly IServiceProvider _serviceProvider; + private readonly ILogger _logger; + + /// + /// Initializes a new instance of the class. + /// + /// The service provider used to resolve hosted agents. + /// The logger instance. + public HostedAgentResponseExecutor( + IServiceProvider serviceProvider, + ILogger logger) + { + ArgumentNullException.ThrowIfNull(serviceProvider); + ArgumentNullException.ThrowIfNull(logger); + + this._serviceProvider = serviceProvider; + this._logger = logger; + } + + /// + public async IAsyncEnumerable ExecuteAsync( + AgentInvocationContext context, + CreateResponse request, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + // Validate and resolve agent synchronously to ensure validation errors are thrown immediately + AIAgent agent = this.ResolveAgent(request); + + // Create options with properties from the request + var chatOptions = new ChatOptions + { + ConversationId = request.Conversation?.Id, + Temperature = (float?)request.Temperature, + TopP = (float?)request.TopP, + MaxOutputTokens = request.MaxOutputTokens, + Instructions = request.Instructions, + ModelId = request.Model, + }; + var options = new ChatClientAgentRunOptions(chatOptions); + + // Convert input to chat messages + var messages = new List(); + + foreach (var inputMessage in request.Input.GetInputMessages()) + { + messages.Add(inputMessage.ToChatMessage()); + } + + // Use the extension method to convert streaming updates to streaming response events + await foreach (var streamingEvent in agent.RunStreamingAsync(messages, options: options, cancellationToken: cancellationToken) + .ToStreamingResponseAsync(request, context, cancellationToken).ConfigureAwait(false)) + { + yield return streamingEvent; + } + } + + /// + /// Resolves an agent from the service provider based on the request. + /// + /// The create response request. + /// The resolved AIAgent instance. + /// Thrown when the agent cannot be resolved. + private AIAgent ResolveAgent(CreateResponse request) + { + // Extract agent name from agent.name or model parameter + var agentName = request.Agent?.Name ?? request.Model; + if (string.IsNullOrEmpty(agentName)) + { + throw new InvalidOperationException("No 'agent.name' or 'model' specified in the request."); + } + + // Resolve the keyed agent service + try + { + return this._serviceProvider.GetRequiredKeyedService(agentName); + } + catch (InvalidOperationException ex) + { + this._logger.LogError(ex, "Failed to resolve agent with name '{AgentName}'", agentName); + throw new InvalidOperationException($"Agent '{agentName}' not found. Ensure the agent is registered with AddAIAgent().", ex); + } + } + + /// + /// Validates that the agent can be resolved without actually resolving it. + /// This allows early validation before starting async execution. + /// + /// The create response request. + /// Thrown when the agent cannot be resolved. + public void ValidateAgent(CreateResponse request) + { + // Use the same logic as ResolveAgent but don't return the agent + _ = this.ResolveAgent(request); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IResponseExecutor.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IResponseExecutor.cs new file mode 100644 index 00000000000..ca4da70b88e --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IResponseExecutor.cs @@ -0,0 +1,26 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Threading; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; + +/// +/// Interface for executing response generation. +/// Implementations can use local execution (AIAgent) or forward to remote workers. +/// +internal interface IResponseExecutor +{ + /// + /// Executes a response generation request and returns streaming events. + /// + /// The agent invocation context containing the ID generator and other context information. + /// The create response request. + /// Cancellation token. + /// An async enumerable of streaming response events. + IAsyncEnumerable ExecuteAsync( + AgentInvocationContext context, + CreateResponse request, + CancellationToken cancellationToken = default); +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IResponsesService.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IResponsesService.cs new file mode 100644 index 00000000000..67f7b72f20d --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/IResponsesService.cs @@ -0,0 +1,100 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; + +/// +/// Service interface for handling OpenAI Responses API operations. +/// Implementations can use various storage and execution strategies (in-memory, Orleans grains, etc.). +/// +internal interface IResponsesService +{ + /// + /// Default limit for list operations. + /// + const int DefaultListLimit = 20; + /// + /// Creates a model response for the given input. + /// + /// The create response request. + /// Cancellation token. + /// The created response. + Task CreateResponseAsync( + CreateResponse request, + CancellationToken cancellationToken = default); + + /// + /// Creates a streaming model response for the given input. + /// + /// The create response request. + /// Cancellation token. + /// An async enumerable of streaming response events. + IAsyncEnumerable CreateResponseStreamingAsync( + CreateResponse request, + CancellationToken cancellationToken = default); + + /// + /// Retrieves a response by ID. + /// + /// The ID of the response to retrieve. + /// Cancellation token. + /// The response if found, null otherwise. + Task GetResponseAsync( + string responseId, + CancellationToken cancellationToken = default); + + /// + /// Retrieves a response by ID in streaming mode, yielding events as they become available. + /// + /// The ID of the response to retrieve. + /// The sequence number after which to start streaming. If null, starts from the beginning. + /// Cancellation token. + /// An async enumerable of streaming updates. + IAsyncEnumerable GetResponseStreamingAsync( + string responseId, + int? startingAfter = null, + CancellationToken cancellationToken = default); + + /// + /// Cancels an in-progress response. + /// + /// The ID of the response to cancel. + /// Cancellation token. + /// The updated response after cancellation. + Task CancelResponseAsync( + string responseId, + CancellationToken cancellationToken = default); + + /// + /// Deletes a response by ID. + /// + /// The ID of the response to delete. + /// Cancellation token. + /// True if the response was deleted, false if it was not found. + Task DeleteResponseAsync( + string responseId, + CancellationToken cancellationToken = default); + + /// + /// Lists the input items for a response. + /// + /// The ID of the response. + /// Maximum number of items to return (1-100). Defaults to if null. + /// Sort order. Defaults to if null. + /// Return items after this ID. + /// Return items before this ID. + /// Cancellation token. + /// A list response with items and pagination info. + Task> ListResponseInputItemsAsync( + string responseId, + int? limit = null, + SortOrder? order = null, + string? after = null, + string? before = null, + CancellationToken cancellationToken = default); +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/InMemoryResponsesService.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/InMemoryResponsesService.cs new file mode 100644 index 00000000000..dfb744596ab --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/InMemoryResponsesService.cs @@ -0,0 +1,545 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Runtime.CompilerServices; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; +using Microsoft.Extensions.Caching.Memory; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; + +/// +/// In-memory implementation of responses service for testing and development. +/// This implementation is thread-safe but data is not persisted across application restarts. +/// +internal sealed class InMemoryResponsesService : IResponsesService, IDisposable +{ + private readonly IResponseExecutor _executor; + private readonly MemoryCache _cache; + private readonly InMemoryStorageOptions _options; + private readonly Conversations.IConversationStorage? _conversationStorage; + + private sealed class ResponseState + { + private readonly object _lock = new(); + private TaskCompletionSource _updateSignal = new(TaskCreationOptions.RunContinuationsAsynchronously); + private readonly Dictionary _outputItems = []; + + public Response? Response { get; set; } + public CreateResponse? Request { get; set; } + public List StreamingUpdates { get; } = []; + public Task? CompletionTask { get; set; } + public CancellationTokenSource? CancellationTokenSource { get; set; } + public bool IsTerminal => this.Response?.IsTerminal ?? false; + + public void AddStreamingEvent(StreamingResponseEvent streamingEvent) + { + lock (this._lock) + { + this.StreamingUpdates.Add(streamingEvent); + + // Update the response object for events that contain it + if (streamingEvent is IStreamingResponseEventWithResponse responseEvent) + { + this.Response = responseEvent.Response; + } + + // Track output items as they're added or updated + if (streamingEvent is StreamingOutputItemAdded itemAdded) + { + this._outputItems[itemAdded.OutputIndex] = itemAdded.Item; + this.UpdateResponseOutput(); + } + else if (streamingEvent is StreamingOutputItemDone itemDone) + { + this._outputItems[itemDone.OutputIndex] = itemDone.Item; + this.UpdateResponseOutput(); + } + } + + this.SignalUpdate(); + } + + private void UpdateResponseOutput() + { + // Update the Response.Output list with current items + if (this.Response is not null) + { + List outputList = [.. this._outputItems.OrderBy(kvp => kvp.Key).Select(kvp => kvp.Value)]; + this.Response = this.Response with { Output = outputList }; + } + } + + public async IAsyncEnumerable StreamUpdatesAsync( + int startingAfter = 0, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + int streamedCount = startingAfter; + while (true) + { + cancellationToken.ThrowIfCancellationRequested(); + + // Capture the wait task before checking state to avoid race conditions + Task waitTask = this.WaitForUpdateAsync(cancellationToken); + + // Copy any new updates and check terminal state while holding the lock + List newUpdates; + bool isTerminal; + lock (this._lock) + { + newUpdates = this.StreamingUpdates.Skip(streamedCount).ToList(); + streamedCount += newUpdates.Count; + isTerminal = this.IsTerminal; + } + + // Yield the updates outside the lock + foreach (StreamingResponseEvent update in newUpdates) + { + yield return update; + } + + // Check if we're done (after yielding any final events) + if (isTerminal) + { + break; + } + + // Wait for the next update to be signaled + await waitTask.ConfigureAwait(false); + } + } + + private Task WaitForUpdateAsync(CancellationToken cancellationToken) + { + Task signalTask = this._updateSignal.Task; + return signalTask.WaitAsync(cancellationToken); + } + + internal void SignalUpdate() + { + TaskCompletionSource oldSignal = Interlocked.Exchange(ref this._updateSignal, new TaskCompletionSource(TaskCreationOptions.RunContinuationsAsynchronously)); + oldSignal.TrySetResult(); + } + } + + public InMemoryResponsesService(IResponseExecutor executor) + : this(executor, new InMemoryStorageOptions(), null) + { + } + + public InMemoryResponsesService(IResponseExecutor executor, InMemoryStorageOptions options) + : this(executor, options, null) + { + } + + public InMemoryResponsesService(IResponseExecutor executor, InMemoryStorageOptions options, Conversations.IConversationStorage? conversationStorage) + { + ArgumentNullException.ThrowIfNull(executor); + ArgumentNullException.ThrowIfNull(options); + this._executor = executor; + this._options = options; + this._cache = new MemoryCache(options.ToMemoryCacheOptions()); + this._conversationStorage = conversationStorage; + } + + public async Task CreateResponseAsync( + CreateResponse request, + CancellationToken cancellationToken = default) + { + ValidateRequest(request); + + // Validate agent resolution early for HostedAgentResponseExecutor + if (this._executor is HostedAgentResponseExecutor hostedExecutor) + { + hostedExecutor.ValidateAgent(request); + } + + if (request.Stream == true) + { + throw new InvalidOperationException("Cannot create a streaming response using CreateResponseAsync. Use CreateResponseStreamingAsync instead."); + } + + var idGenerator = new IdGenerator(responseId: null, conversationId: request.Conversation?.Id); + var responseId = idGenerator.ResponseId; + var state = this.InitializeResponse(responseId, request); + var ct = request.Background switch + { + true => CancellationToken.None, + _ => cancellationToken, + }; + state.CompletionTask = this.ExecuteResponseAsync(responseId, state, ct); + + // For background responses, start execution and return immediately + if (request.Background == true) + { + return state.Response!; + } + + // For non-background responses, wait for completion + await state.CompletionTask!.WaitAsync(cancellationToken).ConfigureAwait(false); + return state.Response!; + } + + public async IAsyncEnumerable CreateResponseStreamingAsync( + CreateResponse request, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + ValidateRequest(request); + + if (request.Stream == false) + { + throw new InvalidOperationException("Cannot create a non-streaming response using CreateResponseStreamingAsync. Use CreateResponseAsync instead."); + } + + var idGenerator = new IdGenerator(responseId: null, conversationId: request.Conversation?.Id); + var responseId = idGenerator.ResponseId; + var state = this.InitializeResponse(responseId, request); + + // Start execution + state.CompletionTask = this.ExecuteResponseAsync(responseId, state, CancellationToken.None); + + // Stream updates as they become available + await foreach (StreamingResponseEvent update in state.StreamUpdatesAsync(cancellationToken: cancellationToken).ConfigureAwait(false)) + { + yield return update; + } + } + + public Task GetResponseAsync(string responseId, CancellationToken cancellationToken = default) + { + this._cache.TryGetValue(responseId, out ResponseState? state); + return Task.FromResult(state?.Response); + } + + public async IAsyncEnumerable GetResponseStreamingAsync( + string responseId, + int? startingAfter = null, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + if (!this._cache.TryGetValue(responseId, out ResponseState? state) || state is null) + { + yield break; + } + + // Stream existing updates starting from the specified position + await foreach (StreamingResponseEvent update in state.StreamUpdatesAsync(startingAfter ?? 0, cancellationToken).ConfigureAwait(false)) + { + yield return update; + } + } + + public async Task CancelResponseAsync(string responseId, CancellationToken cancellationToken = default) + { + if (!this._cache.TryGetValue(responseId, out ResponseState? state) || state is null) + { + throw new InvalidOperationException($"Response '{responseId}' not found."); + } + + if (state.Response is null || state.Response.Background != true) + { + throw new InvalidOperationException($"Only background responses can be cancelled. Response '{responseId}' was not created with background=true."); + } + + if (state.IsTerminal) + { + throw new InvalidOperationException($"Response '{responseId}' is already in a terminal state and cannot be cancelled."); + } + + // Cancel the execution + state.CancellationTokenSource?.Cancel(); + + if (state.CompletionTask is { } task) + { + await task.WaitAsync(cancellationToken).ConfigureAwait(ConfigureAwaitOptions.SuppressThrowing); + } + + return state.Response; + } + + public Task DeleteResponseAsync(string responseId, CancellationToken cancellationToken = default) + { + if (!this._cache.TryGetValue(responseId, out ResponseState? state)) + { + return Task.FromResult(false); + } + + // Cancel any ongoing execution + state?.CancellationTokenSource?.Cancel(); + + // Remove the response + this._cache.Remove(responseId); + return Task.FromResult(true); + } + + public Task> ListResponseInputItemsAsync( + string responseId, + int? limit = null, + SortOrder? order = null, + string? after = null, + string? before = null, + CancellationToken cancellationToken = default) + { + int effectiveLimit = Math.Clamp(limit ?? IResponsesService.DefaultListLimit, 1, 100); + SortOrder effectiveOrder = order ?? SortOrder.Descending; + + if (!this._cache.TryGetValue(responseId, out ResponseState? state)) + { + throw new InvalidOperationException($"Response '{responseId}' not found."); + } + + if (state is null) + { + throw new InvalidOperationException($"Response '{responseId}' state is null."); + } + + var itemResources = GetInputItems(responseId, state); + + // Apply ordering + if (effectiveOrder == SortOrder.Descending) + { + itemResources.Reverse(); + } + + // Apply pagination + var filtered = itemResources.AsEnumerable(); + + if (!string.IsNullOrEmpty(after)) + { + int afterIndex = itemResources.FindIndex(m => m.Id == after); + if (afterIndex >= 0) + { + filtered = itemResources.Skip(afterIndex + 1); + } + } + + if (!string.IsNullOrEmpty(before)) + { + int beforeIndex = itemResources.FindIndex(m => m.Id == before); + if (beforeIndex >= 0) + { + filtered = filtered.Take(beforeIndex); + } + } + + var result = filtered.Take(effectiveLimit + 1).ToList(); + var hasMore = result.Count > effectiveLimit; + if (hasMore) + { + result = result.Take(effectiveLimit).ToList(); + } + + return Task.FromResult(new ListResponse + { + Data = result, + FirstId = result.FirstOrDefault()?.Id, + LastId = result.LastOrDefault()?.Id, + HasMore = hasMore + }); + } + + private static void ValidateRequest(CreateResponse request) + { + if (request.Conversation is not null && !string.IsNullOrEmpty(request.Conversation.Id) && + !string.IsNullOrEmpty(request.PreviousResponseId)) + { + throw new InvalidOperationException("Mutually exclusive parameters: 'conversation' and 'previous_response_id'. Ensure you are only providing one of: 'previous_response_id' or 'conversation'."); + } + } + + private ResponseState InitializeResponse(string responseId, CreateResponse request) + { + var metadata = request.Metadata ?? []; + + // Create initial response + // Background responses always start as "queued", non-background as "in_progress" + var initialStatus = request.Background is true ? ResponseStatus.Queued : ResponseStatus.InProgress; + var response = new Response + { + Agent = request.Agent?.ToAgentId(), + Background = request.Background, + Conversation = request.Conversation, + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Error = null, + Id = responseId, + IncompleteDetails = null, + Instructions = request.Instructions, + MaxOutputTokens = request.MaxOutputTokens, + MaxToolCalls = request.MaxToolCalls, + Metadata = metadata, + Model = request.Model ?? "default", + Output = [], + ParallelToolCalls = request.ParallelToolCalls ?? true, + PreviousResponseId = request.PreviousResponseId, + Prompt = request.Prompt, + PromptCacheKey = request.PromptCacheKey, + Reasoning = request.Reasoning, + SafetyIdentifier = request.SafetyIdentifier, + ServiceTier = request.ServiceTier, + Status = initialStatus, + Store = request.Store, + Temperature = request.Temperature, + Text = request.Text, + ToolChoice = request.ToolChoice, + Tools = [.. request.Tools ?? []], + TopLogprobs = request.TopLogprobs, + TopP = request.TopP, + Truncation = request.Truncation, + Usage = ResponseUsage.Zero, +#pragma warning disable CS0618 // Type or member is obsolete + User = request.User +#pragma warning restore CS0618 // Type or member is obsolete + }; + + var state = new ResponseState + { + Response = response, + Request = request, + CancellationTokenSource = new CancellationTokenSource() + }; + + var entryOptions = this._options.ToMemoryCacheEntryOptions(); + entryOptions.RegisterPostEvictionCallback((key, value, reason, state) => + { + if (value is ResponseState responseState) + { + responseState.CancellationTokenSource?.Cancel(); + } + }); + + this._cache.Set(responseId, state, entryOptions); + + return state; + } + + private async Task ExecuteResponseAsync(string responseId, ResponseState state, CancellationToken cancellationToken) + { + await Task.CompletedTask.ConfigureAwait(ConfigureAwaitOptions.ForceYielding); + var request = state.Request!; + using var linkedCts = CancellationTokenSource.CreateLinkedTokenSource(cancellationToken, state.CancellationTokenSource!.Token); + + try + { + // Create agent invocation context + var context = new AgentInvocationContext(new IdGenerator(responseId: responseId, conversationId: state.Response?.Conversation?.Id)); + + // Collect output items for conversation storage + List outputItems = []; + + // Execute using the injected executor + await foreach (var streamingEvent in this._executor.ExecuteAsync(context, request, linkedCts.Token).ConfigureAwait(false)) + { + state.AddStreamingEvent(streamingEvent); + + // Collect output items + if (streamingEvent is StreamingOutputItemDone itemDone) + { + outputItems.Add(itemDone.Item); + } + } + + // Add both input and output items to conversation storage if available + // This happens AFTER successful execution, in line with OpenAI's behavior + if (this._conversationStorage is not null && request.Conversation?.Id is not null) + { + var inputItems = GetInputItems(responseId, state); + var allItems = new List(inputItems.Count + outputItems.Count); + allItems.AddRange(inputItems); + allItems.AddRange(outputItems); + + if (allItems.Count > 0) + { + await this._conversationStorage.AddItemsAsync(request.Conversation.Id, allItems, linkedCts.Token).ConfigureAwait(false); + } + } + + // Update response status to completed if not already in a terminal state + if (!state.IsTerminal) + { + state.Response = state.Response! with + { + Status = ResponseStatus.Completed + }; + + var sequenceNumber = state.StreamingUpdates.Count + 1; + var completedEvent = new StreamingResponseCompleted + { + SequenceNumber = sequenceNumber, + Response = state.Response + }; + + state.AddStreamingEvent(completedEvent); + } + } + catch (OperationCanceledException) + { + // Update response status to cancelled + state.Response = state.Response! with + { + Status = ResponseStatus.Cancelled + }; + + var sequenceNumber = state.StreamingUpdates.Count + 1; + var cancelledEvent = new StreamingResponseCancelled + { + SequenceNumber = sequenceNumber, + Response = state.Response + }; + + state.AddStreamingEvent(cancelledEvent); + } + catch (Exception ex) + { + // Update response status to failed + state.Response = state.Response! with + { + Status = ResponseStatus.Failed, + Error = new ResponseError + { + Code = "execution_error", + Message = ex.Message + } + }; + + var sequenceNumber = state.StreamingUpdates.Count + 1; + var failedEvent = new StreamingResponseFailed + { + SequenceNumber = sequenceNumber, + Response = state.Response + }; + + state.AddStreamingEvent(failedEvent); + } + finally + { + // Signal one final time to unblock any waiting consumers + state.SignalUpdate(); + } + } + + private static List GetInputItems(string responseId, ResponseState state) + { + var itemResources = new List(); + if (state.Request is not null) + { + // Use a deterministic random seed. We add 1 to avoid clashing with the output message ids. + var randomSeed = responseId.GetHashCode() + 1; + var idGenerator = new IdGenerator(responseId: responseId, conversationId: state.Response?.Conversation?.Id, randomSeed: randomSeed); + foreach (var inputMessage in state.Request.Input.GetInputMessages()) + { + itemResources.AddRange(inputMessage.ToItemResource(idGenerator)); + } + } + + return itemResources; + } + + public void Dispose() + { + this._cache.Dispose(); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/AgentId.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/AgentId.cs index 11882ada6aa..eaeb8cd658d 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/AgentId.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/AgentId.cs @@ -7,7 +7,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// /// Represents an agent identifier. /// -internal sealed record AgentId +internal sealed class AgentId { /// /// Initializes a new instance of the class. @@ -44,7 +44,7 @@ public AgentId(AgentIdType type, string name, string version) /// /// Represents an agent ID type. /// -internal sealed record AgentIdType +internal sealed class AgentIdType { /// /// Initializes a new instance of the class. @@ -65,7 +65,7 @@ public AgentIdType(string value) /// /// Represents an agent reference. /// -internal sealed record AgentReference +internal sealed class AgentReference { /// /// The type of the reference (e.g., "agent" or "agent_reference"). diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ConversationReference.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ConversationReference.cs index 7f959fcbfce..dc383753318 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ConversationReference.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ConversationReference.cs @@ -11,7 +11,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// Represents a reference to a conversation, which can be either a conversation ID (string) or a conversation object. /// [JsonConverter(typeof(ConversationReferenceJsonConverter))] -internal sealed record ConversationReference +internal sealed class ConversationReference { /// /// The conversation ID. @@ -42,6 +42,7 @@ public static ConversationReference FromObject(string id, Dictionary internal sealed class ConversationReferenceJsonConverter : JsonConverter { + /// public override ConversationReference? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) { if (reader.TokenType == JsonTokenType.String) @@ -61,7 +62,7 @@ internal sealed class ConversationReferenceJsonConverter : JsonConverter public override void Write(Utf8JsonWriter writer, ConversationReference value, JsonSerializerOptions options) { if (value is null) @@ -95,7 +97,7 @@ public override void Write(Utf8JsonWriter writer, ConversationReference value, J if (value.Metadata is not null) { writer.WritePropertyName("metadata"); - JsonSerializer.Serialize(writer, value.Metadata, ResponsesJsonContext.Default.DictionaryStringString); + JsonSerializer.Serialize(writer, value.Metadata, OpenAIHostingJsonContext.Default.DictionaryStringString); } writer.WriteEndObject(); } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/CreateResponse.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/CreateResponse.cs index 99a5bbab73f..9a8059bd4a2 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/CreateResponse.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/CreateResponse.cs @@ -10,7 +10,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// /// Request to create a model response. /// -internal sealed record CreateResponse +internal sealed class CreateResponse { /// /// Text, image, or file inputs to the model, used to generate a response. @@ -65,7 +65,10 @@ internal sealed record CreateResponse /// /// The unique ID of the previous response to the model. Use this to create multi-turn conversations. - /// Cannot be used in conjunction with conversation. + /// Cannot be used in conjunction with conversation (mutually exclusive). + /// The previous_response_id determines the conversation thread context - it follows the response chain, + /// not any explicit conversation. Context is maintained through the chain even if the previous response + /// was created with a conversation.id. /// [JsonPropertyName("previous_response_id")] public string? PreviousResponseId { get; init; } @@ -98,13 +101,16 @@ internal sealed record CreateResponse /// Specify additional output data to include in the model response. /// [JsonPropertyName("include")] - public IReadOnlyList? Include { get; init; } + public List? Include { get; init; } /// /// The conversation that this response belongs to. Items from this conversation are prepended /// to input_items for this response request. /// Can be either a conversation ID (string) or a conversation object with ID and optional metadata. /// Input items and output items from this response are automatically added to this conversation after this response completes. + /// Cannot be used in conjunction with previous_response_id (mutually exclusive). + /// Use conversation.id for explicit conversation boundaries and starting new threads. + /// Use previous_response_id for simple linear conversation chaining. /// [JsonPropertyName("conversation")] public ConversationReference? Conversation { get; init; } @@ -178,7 +184,7 @@ internal sealed record CreateResponse /// An array of tools the model may call while generating a response. /// [JsonPropertyName("tools")] - public IReadOnlyList? Tools { get; init; } + public List? Tools { get; init; } /// /// How the model should select which tool (or tools) to use when generating a response. diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/InputMessage.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/InputMessage.cs index d15e111ebe6..029be0752a1 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/InputMessage.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/InputMessage.cs @@ -12,7 +12,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// A message input to the model with a role indicating instruction following hierarchy. /// Aligns with the OpenAI Responses API InputMessage/EasyInputMessage schema. /// -internal sealed record InputMessage +internal sealed class InputMessage { /// /// The role of the message input. One of user, assistant, system, or developer. diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/InputMessageContent.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/InputMessageContent.cs index 524613b7ebc..0180ff16ac7 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/InputMessageContent.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/InputMessageContent.cs @@ -22,7 +22,7 @@ private InputMessageContent(string text) this.Contents = null; } - private InputMessageContent(IReadOnlyList contents) + private InputMessageContent(List contents) { this.Contents = contents ?? throw new ArgumentNullException(nameof(contents)); this.Text = null; @@ -36,12 +36,12 @@ private InputMessageContent(IReadOnlyList contents) /// /// Creates an InputMessageContent from a list of ItemContent items. /// - public static InputMessageContent FromContents(IReadOnlyList contents) => new(contents); + public static InputMessageContent FromContents(List contents) => new(contents); /// /// Creates an InputMessageContent from a list of ItemContent items. /// - public static InputMessageContent FromContents(params ItemContent[] contents) => new(contents); + public static InputMessageContent FromContents(params ItemContent[] contents) => new([.. contents]); /// /// Implicit conversion from string to InputMessageContent. @@ -62,12 +62,14 @@ private InputMessageContent(IReadOnlyList contents) /// Gets whether this content is text. /// [MemberNotNullWhen(true, nameof(Text))] + [MemberNotNullWhen(false, nameof(Contents))] public bool IsText => this.Text is not null; /// /// Gets whether this content is a list of ItemContent items. /// [MemberNotNullWhen(true, nameof(Contents))] + [MemberNotNullWhen(false, nameof(Text))] public bool IsContents => this.Contents is not null; /// @@ -78,7 +80,7 @@ private InputMessageContent(IReadOnlyList contents) /// /// Gets the ItemContent items, or null if this is not a content list. /// - public IReadOnlyList? Contents { get; } + public List? Contents { get; } /// public bool Equals(InputMessageContent? other) @@ -143,6 +145,16 @@ public override int GetHashCode() { return !Equals(left, right); } + + /// + /// Converts this instance to a list of ItemContent. + /// + public List ToItemContents() + { + return this.IsText + ? [new ItemContentInputText { Text = this.Text }] + : this.Contents; + } } /// @@ -150,6 +162,7 @@ public override int GetHashCode() /// internal sealed class InputMessageContentJsonConverter : JsonConverter { + /// public override InputMessageContent? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) { // Check if it's a string @@ -162,7 +175,7 @@ internal sealed class InputMessageContentJsonConverter : JsonConverter 0 ? InputMessageContent.FromContents(contents) : InputMessageContent.FromText(string.Empty); @@ -171,6 +184,7 @@ internal sealed class InputMessageContentJsonConverter : JsonConverter public override void Write(Utf8JsonWriter writer, InputMessageContent value, JsonSerializerOptions options) { if (value.IsText) @@ -179,7 +193,7 @@ public override void Write(Utf8JsonWriter writer, InputMessageContent value, Jso } else if (value.IsContents) { - JsonSerializer.Serialize(writer, value.Contents, ResponsesJsonContext.Default.ListItemContent); + JsonSerializer.Serialize(writer, value.Contents, OpenAIHostingJsonContext.Default.ListItemContent); } else { diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemParam.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemParam.cs new file mode 100644 index 00000000000..df8a378df2a --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemParam.cs @@ -0,0 +1,577 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Text.Json; +using System.Text.Json.Serialization; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Converters; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +/// +/// Base class for all item parameters (input items for creating conversation items or response inputs). +/// Unlike ItemResource, ItemParam does not have an ID field - the server generates IDs upon creation. +/// +[JsonConverter(typeof(ItemParamConverter))] +internal abstract class ItemParam +{ + /// + /// The type of the item. + /// + [JsonPropertyName("type")] + public abstract string Type { get; } +} + +/// +/// Base class for message item parameters. +/// +[JsonConverter(typeof(ResponsesMessageItemParamConverter))] +internal abstract class ResponsesMessageItemParam : ItemParam +{ + /// + /// The constant item type identifier for message items. + /// + public const string ItemType = "message"; + + /// + public override string Type => ItemType; + + /// + /// The role of the message sender. + /// + [JsonPropertyName("role")] + public abstract ChatRole Role { get; } +} + +/// +/// A user message item parameter. +/// +internal sealed class ResponsesUserMessageItemParam : ResponsesMessageItemParam +{ + /// + /// The constant role type identifier for user messages. + /// + public const string RoleType = "user"; + + /// + public override ChatRole Role => ChatRole.User; + + /// + /// The content of the message. Can be a simple string or an array of content parts. + /// + [JsonPropertyName("content")] + public required InputMessageContent Content { get; init; } +} + +/// +/// An assistant message item parameter. +/// +internal sealed class ResponsesAssistantMessageItemParam : ResponsesMessageItemParam +{ + /// + /// The constant role type identifier for assistant messages. + /// + public const string RoleType = "assistant"; + + /// + public override ChatRole Role => ChatRole.Assistant; + + /// + /// The content of the message. Can be a simple string or an array of content parts. + /// + [JsonPropertyName("content")] + public required InputMessageContent Content { get; init; } +} + +/// +/// A system message item parameter. +/// +internal sealed class ResponsesSystemMessageItemParam : ResponsesMessageItemParam +{ + /// + /// The constant role type identifier for system messages. + /// + public const string RoleType = "system"; + + /// + public override ChatRole Role => ChatRole.System; + + /// + /// The content of the message. Can be a simple string or an array of content parts. + /// + [JsonPropertyName("content")] + public required InputMessageContent Content { get; init; } +} + +/// +/// A developer message item parameter. +/// +internal sealed class ResponsesDeveloperMessageItemParam : ResponsesMessageItemParam +{ + /// + /// The constant role type identifier for developer messages. + /// + public const string RoleType = "developer"; + + /// + public override ChatRole Role => new(RoleType); + + /// + /// The content of the message. Can be a simple string or an array of content parts. + /// + [JsonPropertyName("content")] + public required InputMessageContent Content { get; init; } +} + +/// +/// A function tool call item parameter. +/// +internal sealed class FunctionToolCallItemParam : ItemParam +{ + /// + /// The constant item type identifier for function call items. + /// + public const string ItemType = "function_call"; + + /// + public override string Type => ItemType; + + /// + /// The call ID of the function. + /// + [JsonPropertyName("call_id")] + public required string CallId { get; init; } + + /// + /// The name of the function. + /// + [JsonPropertyName("name")] + public required string Name { get; init; } + + /// + /// The arguments to the function. + /// + [JsonPropertyName("arguments")] + public required string Arguments { get; init; } +} + +/// +/// A function tool call output item parameter. +/// +internal sealed class FunctionToolCallOutputItemParam : ItemParam +{ + /// + /// The constant item type identifier for function call output items. + /// + public const string ItemType = "function_call_output"; + + /// + public override string Type => ItemType; + + /// + /// The call ID of the function. + /// + [JsonPropertyName("call_id")] + public required string CallId { get; init; } + + /// + /// The output of the function. + /// + [JsonPropertyName("output")] + public required string Output { get; init; } +} + +/// +/// A file search tool call item parameter. +/// +internal sealed class FileSearchToolCallItemParam : ItemParam +{ + /// + /// The constant item type identifier for file search call items. + /// + public const string ItemType = "file_search_call"; + + /// + public override string Type => ItemType; + + /// + /// The queries used to search for files. + /// + [JsonPropertyName("queries")] + public List? Queries { get; init; } + + /// + /// The results of the file search tool call. + /// + [JsonPropertyName("results")] + public List? Results { get; init; } +} + +/// +/// A computer tool call item parameter. +/// +internal sealed class ComputerToolCallItemParam : ItemParam +{ + /// + /// The constant item type identifier for computer call items. + /// + public const string ItemType = "computer_call"; + + /// + public override string Type => ItemType; + + /// + /// An identifier used when responding to the tool call with output. + /// + [JsonPropertyName("call_id")] + public required string CallId { get; init; } + + /// + /// The action to perform. + /// + [JsonPropertyName("action")] + public required JsonElement Action { get; init; } + + /// + /// The pending safety checks for the computer call. + /// + [JsonPropertyName("pending_safety_checks")] + public List? PendingSafetyChecks { get; init; } +} + +/// +/// A computer tool call output item parameter. +/// +internal sealed class ComputerToolCallOutputItemParam : ItemParam +{ + /// + /// The constant item type identifier for computer call output items. + /// + public const string ItemType = "computer_call_output"; + + /// + public override string Type => ItemType; + + /// + /// The ID of the computer tool call that produced the output. + /// + [JsonPropertyName("call_id")] + public required string CallId { get; init; } + + /// + /// The safety checks reported by the API that have been acknowledged by the developer. + /// + [JsonPropertyName("acknowledged_safety_checks")] + public List? AcknowledgedSafetyChecks { get; init; } + + /// + /// The output of the computer tool call. + /// + [JsonPropertyName("output")] + public required JsonElement Output { get; init; } +} + +/// +/// A web search tool call item parameter. +/// +internal sealed class WebSearchToolCallItemParam : ItemParam +{ + /// + /// The constant item type identifier for web search call items. + /// + public const string ItemType = "web_search_call"; + + /// + public override string Type => ItemType; + + /// + /// An object describing the specific action taken in this web search call. + /// + [JsonPropertyName("action")] + public required JsonElement Action { get; init; } +} + +/// +/// A reasoning item parameter. +/// +internal sealed class ReasoningItemParam : ItemParam +{ + /// + /// The constant item type identifier for reasoning items. + /// + public const string ItemType = "reasoning"; + + /// + public override string Type => ItemType; + + /// + /// The encrypted content of the reasoning item. + /// + [JsonPropertyName("encrypted_content")] + public string? EncryptedContent { get; init; } + + /// + /// Reasoning text contents. + /// + [JsonPropertyName("summary")] + public List? Summary { get; init; } +} + +/// +/// An item reference item parameter. +/// +internal sealed class ItemReferenceItemParam : ItemParam +{ + /// + /// The constant item type identifier for item reference items. + /// + public const string ItemType = "item_reference"; + + /// + public override string Type => ItemType; + + /// + /// The service-originated ID of the previously generated response item being referenced. + /// + [JsonPropertyName("id")] + public required string Id { get; init; } +} + +/// +/// An image generation tool call item parameter. +/// +internal sealed class ImageGenerationToolCallItemParam : ItemParam +{ + /// + /// The constant item type identifier for image generation call items. + /// + public const string ItemType = "image_generation_call"; + + /// + public override string Type => ItemType; + + /// + /// The generated image encoded in base64. + /// + [JsonPropertyName("result")] + public string? Result { get; init; } +} + +/// +/// A code interpreter tool call item parameter. +/// +internal sealed class CodeInterpreterToolCallItemParam : ItemParam +{ + /// + /// The constant item type identifier for code interpreter call items. + /// + public const string ItemType = "code_interpreter_call"; + + /// + public override string Type => ItemType; + + /// + /// The ID of the container used to run the code. + /// + [JsonPropertyName("container_id")] + public string? ContainerId { get; init; } + + /// + /// The code to run, or null if not available. + /// + [JsonPropertyName("code")] + public string? Code { get; init; } + + /// + /// The outputs generated by the code interpreter, such as logs or images. + /// Can be null if no outputs are available. + /// + [JsonPropertyName("outputs")] + public List? Outputs { get; init; } +} + +/// +/// A local shell tool call item parameter. +/// +internal sealed class LocalShellToolCallItemParam : ItemParam +{ + /// + /// The constant item type identifier for local shell call items. + /// + public const string ItemType = "local_shell_call"; + + /// + public override string Type => ItemType; + + /// + /// The unique ID of the local shell tool call generated by the model. + /// + [JsonPropertyName("call_id")] + public string? CallId { get; init; } + + /// + /// The action to execute. + /// + [JsonPropertyName("action")] + public JsonElement? Action { get; init; } +} + +/// +/// A local shell tool call output item parameter. +/// +internal sealed class LocalShellToolCallOutputItemParam : ItemParam +{ + /// + /// The constant item type identifier for local shell call output items. + /// + public const string ItemType = "local_shell_call_output"; + + /// + public override string Type => ItemType; + + /// + /// A JSON string of the output of the local shell tool call. + /// + [JsonPropertyName("output")] + public string? Output { get; init; } +} + +/// +/// An MCP list tools item parameter. +/// +internal sealed class MCPListToolsItemParam : ItemParam +{ + /// + /// The constant item type identifier for MCP list tools items. + /// + public const string ItemType = "mcp_list_tools"; + + /// + public override string Type => ItemType; + + /// + /// The label of the MCP server. + /// + [JsonPropertyName("server_label")] + public string? ServerLabel { get; init; } + + /// + /// The tools available on the server. + /// + [JsonPropertyName("tools")] + public List? Tools { get; init; } + + /// + /// Error message if the server could not list tools. + /// + [JsonPropertyName("error")] + public string? Error { get; init; } +} + +/// +/// An MCP approval request item parameter. +/// +internal sealed class MCPApprovalRequestItemParam : ItemParam +{ + /// + /// The constant item type identifier for MCP approval request items. + /// + public const string ItemType = "mcp_approval_request"; + + /// + public override string Type => ItemType; + + /// + /// The label of the MCP server making the request. + /// + [JsonPropertyName("server_label")] + public string? ServerLabel { get; init; } + + /// + /// The name of the tool to run. + /// + [JsonPropertyName("name")] + public string? Name { get; init; } + + /// + /// A JSON string of arguments for the tool. + /// + [JsonPropertyName("arguments")] + public string? Arguments { get; init; } +} + +/// +/// An MCP approval response item parameter. +/// +internal sealed class MCPApprovalResponseItemParam : ItemParam +{ + /// + /// The constant item type identifier for MCP approval response items. + /// + public const string ItemType = "mcp_approval_response"; + + /// + public override string Type => ItemType; + + /// + /// The ID of the approval request being answered. + /// + [JsonPropertyName("approval_request_id")] + public string? ApprovalRequestId { get; init; } + + /// + /// Whether the request was approved. + /// + [JsonPropertyName("approve")] + public bool? Approve { get; init; } + + /// + /// Optional reason for the decision. + /// + [JsonPropertyName("reason")] + public string? Reason { get; init; } +} + +/// +/// An MCP call item parameter. +/// +internal sealed class MCPCallItemParam : ItemParam +{ + /// + /// The constant item type identifier for MCP call items. + /// + public const string ItemType = "mcp_call"; + + /// + public override string Type => ItemType; + + /// + /// The label of the MCP server running the tool. + /// + [JsonPropertyName("server_label")] + public string? ServerLabel { get; init; } + + /// + /// The name of the tool that was run. + /// + [JsonPropertyName("name")] + public string? Name { get; init; } + + /// + /// A JSON string of the arguments passed to the tool. + /// + [JsonPropertyName("arguments")] + public string? Arguments { get; init; } + + /// + /// The output from the tool call. + /// + [JsonPropertyName("output")] + public string? Output { get; init; } + + /// + /// The error from the tool call, if any. + /// + [JsonPropertyName("error")] + public string? Error { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemParamExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemParamExtensions.cs new file mode 100644 index 00000000000..e8ab3694aa5 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemParamExtensions.cs @@ -0,0 +1,157 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +/// +/// Extension methods for converting ItemParam (input) to ItemResource (output). +/// +internal static class ItemParamExtensions +{ + /// + /// Converts an ItemParam (input model) to an ItemResource (output model) by adding server-generated fields. + /// + /// The input item parameter. + /// The ID generator to use for creating item IDs. + /// An ItemResource with a generated ID. + public static ItemResource ToItemResource(this ItemParam param, IdGenerator idGenerator) + { + ArgumentNullException.ThrowIfNull(param); + ArgumentNullException.ThrowIfNull(idGenerator); + + string generatedId = idGenerator.GenerateMessageId(); + + return param switch + { + ResponsesUserMessageItemParam userMessageParam => new ResponsesUserMessageItemResource + { + Id = generatedId, + Content = userMessageParam.Content.ToItemContents(), + Status = ResponsesMessageItemResourceStatus.Completed + }, + ResponsesSystemMessageItemParam systemMessageParam => new ResponsesSystemMessageItemResource + { + Id = generatedId, + Content = systemMessageParam.Content.ToItemContents(), + Status = ResponsesMessageItemResourceStatus.Completed + }, + ResponsesAssistantMessageItemParam assistantMessageParam => new ResponsesAssistantMessageItemResource + { + Id = generatedId, + Content = assistantMessageParam.Content.ToItemContents(), + Status = ResponsesMessageItemResourceStatus.Completed + }, + ResponsesDeveloperMessageItemParam developerMessageParam => new ResponsesDeveloperMessageItemResource + { + Id = generatedId, + Content = developerMessageParam.Content.ToItemContents(), + Status = ResponsesMessageItemResourceStatus.Completed + }, + FunctionToolCallItemParam functionCallParam => new FunctionToolCallItemResource + { + Id = generatedId, + Name = functionCallParam.Name, + CallId = functionCallParam.CallId, + Arguments = functionCallParam.Arguments, + Status = FunctionToolCallItemResourceStatus.Completed + }, + FunctionToolCallOutputItemParam functionOutputParam => new FunctionToolCallOutputItemResource + { + Id = generatedId, + CallId = functionOutputParam.CallId, + Output = functionOutputParam.Output + }, + FileSearchToolCallItemParam fileSearchParam => new FileSearchToolCallItemResource + { + Id = generatedId, + Queries = fileSearchParam.Queries, + Results = fileSearchParam.Results + }, + ComputerToolCallItemParam computerCallParam => new ComputerToolCallItemResource + { + Id = generatedId, + CallId = computerCallParam.CallId, + Action = computerCallParam.Action, + PendingSafetyChecks = computerCallParam.PendingSafetyChecks + }, + ComputerToolCallOutputItemParam computerOutputParam => new ComputerToolCallOutputItemResource + { + Id = generatedId, + CallId = computerOutputParam.CallId, + AcknowledgedSafetyChecks = computerOutputParam.AcknowledgedSafetyChecks, + Output = computerOutputParam.Output + }, + WebSearchToolCallItemParam webSearchParam => new WebSearchToolCallItemResource + { + Id = generatedId, + Action = webSearchParam.Action + }, + ReasoningItemParam reasoningParam => new ReasoningItemResource + { + Id = generatedId, + EncryptedContent = reasoningParam.EncryptedContent, + Summary = reasoningParam.Summary + }, + ItemReferenceItemParam => new ItemReferenceItemResource + { + Id = generatedId + }, + ImageGenerationToolCallItemParam imageGenParam => new ImageGenerationToolCallItemResource + { + Id = generatedId, + Result = imageGenParam.Result + }, + CodeInterpreterToolCallItemParam codeInterpreterParam => new CodeInterpreterToolCallItemResource + { + Id = generatedId, + ContainerId = codeInterpreterParam.ContainerId, + Code = codeInterpreterParam.Code, + Outputs = codeInterpreterParam.Outputs + }, + LocalShellToolCallItemParam localShellParam => new LocalShellToolCallItemResource + { + Id = generatedId, + CallId = localShellParam.CallId, + Action = localShellParam.Action + }, + LocalShellToolCallOutputItemParam localShellOutputParam => new LocalShellToolCallOutputItemResource + { + Id = generatedId, + Output = localShellOutputParam.Output + }, + MCPListToolsItemParam mcpListToolsParam => new MCPListToolsItemResource + { + Id = generatedId, + ServerLabel = mcpListToolsParam.ServerLabel, + Tools = mcpListToolsParam.Tools, + Error = mcpListToolsParam.Error + }, + MCPApprovalRequestItemParam mcpApprovalRequestParam => new MCPApprovalRequestItemResource + { + Id = generatedId, + ServerLabel = mcpApprovalRequestParam.ServerLabel, + Name = mcpApprovalRequestParam.Name, + Arguments = mcpApprovalRequestParam.Arguments + }, + MCPApprovalResponseItemParam mcpApprovalResponseParam => new MCPApprovalResponseItemResource + { + Id = generatedId, + ApprovalRequestId = mcpApprovalResponseParam.ApprovalRequestId, + Approve = mcpApprovalResponseParam.Approve, + Reason = mcpApprovalResponseParam.Reason + }, + MCPCallItemParam mcpCallParam => new MCPCallItemResource + { + Id = generatedId, + ServerLabel = mcpCallParam.ServerLabel, + Name = mcpCallParam.Name, + Arguments = mcpCallParam.Arguments, + Output = mcpCallParam.Output, + Error = mcpCallParam.Error + }, + // Fallback for unknown types + _ => throw new InvalidOperationException($"Unknown ItemParam type: {param.GetType().Name}") + }; + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemResource.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemResource.cs index f0a7e83666f..0a543e1be9d 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemResource.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ItemResource.cs @@ -12,7 +12,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// Base class for all item resources (output items from a response). /// [JsonConverter(typeof(ItemResourceConverter))] -internal abstract record ItemResource +internal abstract class ItemResource { /// /// The unique identifier for the item. @@ -31,7 +31,7 @@ internal abstract record ItemResource /// Base class for message item resources. /// [JsonConverter(typeof(ResponsesMessageItemResourceConverter))] -internal abstract record ResponsesMessageItemResource : ItemResource +internal abstract class ResponsesMessageItemResource : ItemResource { /// /// The constant item type identifier for message items. @@ -57,7 +57,7 @@ internal abstract record ResponsesMessageItemResource : ItemResource /// /// An assistant message item resource. /// -internal sealed record ResponsesAssistantMessageItemResource : ResponsesMessageItemResource +internal sealed class ResponsesAssistantMessageItemResource : ResponsesMessageItemResource { /// /// The constant role type identifier for assistant messages. @@ -71,13 +71,13 @@ internal sealed record ResponsesAssistantMessageItemResource : ResponsesMessageI /// The content of the message. /// [JsonPropertyName("content")] - public required IList Content { get; init; } + public required List Content { get; init; } } /// /// A user message item resource. /// -internal sealed record ResponsesUserMessageItemResource : ResponsesMessageItemResource +internal sealed class ResponsesUserMessageItemResource : ResponsesMessageItemResource { /// /// The constant role type identifier for user messages. @@ -91,13 +91,13 @@ internal sealed record ResponsesUserMessageItemResource : ResponsesMessageItemRe /// The content of the message. /// [JsonPropertyName("content")] - public required IList Content { get; init; } + public required List Content { get; init; } } /// /// A system message item resource. /// -internal sealed record ResponsesSystemMessageItemResource : ResponsesMessageItemResource +internal sealed class ResponsesSystemMessageItemResource : ResponsesMessageItemResource { /// /// The constant role type identifier for system messages. @@ -111,13 +111,13 @@ internal sealed record ResponsesSystemMessageItemResource : ResponsesMessageItem /// The content of the message. /// [JsonPropertyName("content")] - public required IList Content { get; init; } + public required List Content { get; init; } } /// /// A developer message item resource. /// -internal sealed record ResponsesDeveloperMessageItemResource : ResponsesMessageItemResource +internal sealed class ResponsesDeveloperMessageItemResource : ResponsesMessageItemResource { /// /// The constant role type identifier for developer messages. @@ -131,13 +131,13 @@ internal sealed record ResponsesDeveloperMessageItemResource : ResponsesMessageI /// The content of the message. /// [JsonPropertyName("content")] - public required IList Content { get; init; } + public required List Content { get; init; } } /// /// A function tool call item resource. /// -internal sealed record FunctionToolCallItemResource : ItemResource +internal sealed class FunctionToolCallItemResource : ItemResource { /// /// The constant item type identifier for function call items. @@ -175,7 +175,7 @@ internal sealed record FunctionToolCallItemResource : ItemResource /// /// A function tool call output item resource. /// -internal sealed record FunctionToolCallOutputItemResource : ItemResource +internal sealed class FunctionToolCallOutputItemResource : ItemResource { /// /// The constant item type identifier for function call output items. @@ -208,7 +208,7 @@ internal sealed record FunctionToolCallOutputItemResource : ItemResource /// The status of a message item resource. /// [JsonConverter(typeof(SnakeCaseEnumConverter))] -public enum ResponsesMessageItemResourceStatus +internal enum ResponsesMessageItemResourceStatus { /// /// The message is completed. @@ -230,7 +230,7 @@ public enum ResponsesMessageItemResourceStatus /// The status of a function tool call item resource. /// [JsonConverter(typeof(SnakeCaseEnumConverter))] -public enum FunctionToolCallItemResourceStatus +internal enum FunctionToolCallItemResourceStatus { /// /// The function call is completed. @@ -247,7 +247,7 @@ public enum FunctionToolCallItemResourceStatus /// The status of a function tool call output item resource. /// [JsonConverter(typeof(SnakeCaseEnumConverter))] -public enum FunctionToolCallOutputItemResourceStatus +internal enum FunctionToolCallOutputItemResourceStatus { /// /// The function call output is completed. @@ -266,7 +266,7 @@ public enum FunctionToolCallOutputItemResourceStatus [JsonDerivedType(typeof(ItemContentOutputText), "output_text")] [JsonDerivedType(typeof(ItemContentOutputAudio), "output_audio")] [JsonDerivedType(typeof(ItemContentRefusal), "refusal")] -internal abstract record ItemContent +internal abstract class ItemContent { /// /// The type of the content. @@ -285,7 +285,7 @@ internal abstract record ItemContent /// /// Text input content. /// -internal sealed record ItemContentInputText : ItemContent +internal sealed class ItemContentInputText : ItemContent { /// [JsonIgnore] @@ -301,7 +301,7 @@ internal sealed record ItemContentInputText : ItemContent /// /// Audio input content. /// -internal sealed record ItemContentInputAudio : ItemContent +internal sealed class ItemContentInputAudio : ItemContent { /// [JsonIgnore] @@ -323,7 +323,7 @@ internal sealed record ItemContentInputAudio : ItemContent /// /// Image input content. /// -internal sealed record ItemContentInputImage : ItemContent +internal sealed class ItemContentInputImage : ItemContent { /// [JsonIgnore] @@ -352,7 +352,7 @@ internal sealed record ItemContentInputImage : ItemContent /// /// File input content. /// -internal sealed record ItemContentInputFile : ItemContent +internal sealed class ItemContentInputFile : ItemContent { /// [JsonIgnore] @@ -380,7 +380,7 @@ internal sealed record ItemContentInputFile : ItemContent /// /// Text output content. /// -internal sealed record ItemContentOutputText : ItemContent +internal sealed class ItemContentOutputText : ItemContent { /// [JsonIgnore] @@ -396,19 +396,19 @@ internal sealed record ItemContentOutputText : ItemContent /// The annotations. /// [JsonPropertyName("annotations")] - public required IList Annotations { get; init; } + public required List Annotations { get; init; } /// /// Log probability information for the output tokens. /// [JsonPropertyName("logprobs")] - public IList Logprobs { get; init; } = []; + public List Logprobs { get; init; } = []; } /// /// Audio output content. /// -internal sealed record ItemContentOutputAudio : ItemContent +internal sealed class ItemContentOutputAudio : ItemContent { /// [JsonIgnore] @@ -430,7 +430,7 @@ internal sealed record ItemContentOutputAudio : ItemContent /// /// Refusal content. /// -internal sealed record ItemContentRefusal : ItemContent +internal sealed class ItemContentRefusal : ItemContent { /// [JsonIgnore] @@ -448,7 +448,7 @@ internal sealed record ItemContentRefusal : ItemContent /// /// A file search tool call item resource. /// -internal sealed record FileSearchToolCallItemResource : ItemResource +internal sealed class FileSearchToolCallItemResource : ItemResource { /// /// The constant item type identifier for file search call items. @@ -463,12 +463,24 @@ internal sealed record FileSearchToolCallItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// The queries used to search for files. + /// + [JsonPropertyName("queries")] + public List? Queries { get; init; } + + /// + /// The results of the file search tool call. + /// + [JsonPropertyName("results")] + public List? Results { get; init; } } /// /// A computer tool call item resource. /// -internal sealed record ComputerToolCallItemResource : ItemResource +internal sealed class ComputerToolCallItemResource : ItemResource { /// /// The constant item type identifier for computer call items. @@ -483,12 +495,30 @@ internal sealed record ComputerToolCallItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// An identifier used when responding to the tool call with output. + /// + [JsonPropertyName("call_id")] + public string? CallId { get; init; } + + /// + /// The action to perform. + /// + [JsonPropertyName("action")] + public JsonElement? Action { get; init; } + + /// + /// The pending safety checks for the computer call. + /// + [JsonPropertyName("pending_safety_checks")] + public List? PendingSafetyChecks { get; init; } } /// /// A computer tool call output item resource. /// -internal sealed record ComputerToolCallOutputItemResource : ItemResource +internal sealed class ComputerToolCallOutputItemResource : ItemResource { /// /// The constant item type identifier for computer call output items. @@ -503,12 +533,30 @@ internal sealed record ComputerToolCallOutputItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// The ID of the computer tool call that produced the output. + /// + [JsonPropertyName("call_id")] + public string? CallId { get; init; } + + /// + /// The safety checks reported by the API that have been acknowledged by the developer. + /// + [JsonPropertyName("acknowledged_safety_checks")] + public List? AcknowledgedSafetyChecks { get; init; } + + /// + /// The output of the computer tool call. + /// + [JsonPropertyName("output")] + public JsonElement? Output { get; init; } } /// /// A web search tool call item resource. /// -internal sealed record WebSearchToolCallItemResource : ItemResource +internal sealed class WebSearchToolCallItemResource : ItemResource { /// /// The constant item type identifier for web search call items. @@ -523,12 +571,18 @@ internal sealed record WebSearchToolCallItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// An object describing the specific action taken in this web search call. + /// + [JsonPropertyName("action")] + public JsonElement? Action { get; init; } } /// /// A reasoning item resource. /// -internal sealed record ReasoningItemResource : ItemResource +internal sealed class ReasoningItemResource : ItemResource { /// /// The constant item type identifier for reasoning items. @@ -543,12 +597,25 @@ internal sealed record ReasoningItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// The encrypted content of the reasoning item - populated when a response is + /// generated with reasoning.encrypted_content in the include parameter. + /// + [JsonPropertyName("encrypted_content")] + public string? EncryptedContent { get; init; } + + /// + /// Reasoning text contents. + /// + [JsonPropertyName("summary")] + public List? Summary { get; init; } } /// /// An item reference item resource. /// -internal sealed record ItemReferenceItemResource : ItemResource +internal sealed class ItemReferenceItemResource : ItemResource { /// /// The constant item type identifier for item reference items. @@ -562,7 +629,7 @@ internal sealed record ItemReferenceItemResource : ItemResource /// /// An image generation tool call item resource. /// -internal sealed record ImageGenerationToolCallItemResource : ItemResource +internal sealed class ImageGenerationToolCallItemResource : ItemResource { /// /// The constant item type identifier for image generation call items. @@ -577,12 +644,18 @@ internal sealed record ImageGenerationToolCallItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// The generated image encoded in base64. + /// + [JsonPropertyName("result")] + public string? Result { get; init; } } /// /// A code interpreter tool call item resource. /// -internal sealed record CodeInterpreterToolCallItemResource : ItemResource +internal sealed class CodeInterpreterToolCallItemResource : ItemResource { /// /// The constant item type identifier for code interpreter call items. @@ -597,12 +670,31 @@ internal sealed record CodeInterpreterToolCallItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// The ID of the container used to run the code. + /// + [JsonPropertyName("container_id")] + public string? ContainerId { get; init; } + + /// + /// The code to run, or null if not available. + /// + [JsonPropertyName("code")] + public string? Code { get; init; } + + /// + /// The outputs generated by the code interpreter, such as logs or images. + /// Can be null if no outputs are available. + /// + [JsonPropertyName("outputs")] + public List? Outputs { get; init; } } /// /// A local shell tool call item resource. /// -internal sealed record LocalShellToolCallItemResource : ItemResource +internal sealed class LocalShellToolCallItemResource : ItemResource { /// /// The constant item type identifier for local shell call items. @@ -617,12 +709,24 @@ internal sealed record LocalShellToolCallItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// The unique ID of the local shell tool call generated by the model. + /// + [JsonPropertyName("call_id")] + public string? CallId { get; init; } + + /// + /// The action to execute. + /// + [JsonPropertyName("action")] + public JsonElement? Action { get; init; } } /// /// A local shell tool call output item resource. /// -internal sealed record LocalShellToolCallOutputItemResource : ItemResource +internal sealed class LocalShellToolCallOutputItemResource : ItemResource { /// /// The constant item type identifier for local shell call output items. @@ -637,12 +741,18 @@ internal sealed record LocalShellToolCallOutputItemResource : ItemResource /// [JsonPropertyName("status")] public string? Status { get; init; } + + /// + /// A JSON string of the output of the local shell tool call. + /// + [JsonPropertyName("output")] + public string? Output { get; init; } } /// /// An MCP list tools item resource. /// -internal sealed record MCPListToolsItemResource : ItemResource +internal sealed class MCPListToolsItemResource : ItemResource { /// /// The constant item type identifier for MCP list tools items. @@ -651,12 +761,30 @@ internal sealed record MCPListToolsItemResource : ItemResource /// public override string Type => ItemType; + + /// + /// The label of the MCP server. + /// + [JsonPropertyName("server_label")] + public string? ServerLabel { get; init; } + + /// + /// The tools available on the server. + /// + [JsonPropertyName("tools")] + public List? Tools { get; init; } + + /// + /// Error message if the server could not list tools. + /// + [JsonPropertyName("error")] + public string? Error { get; init; } } /// /// An MCP approval request item resource. /// -internal sealed record MCPApprovalRequestItemResource : ItemResource +internal sealed class MCPApprovalRequestItemResource : ItemResource { /// /// The constant item type identifier for MCP approval request items. @@ -665,12 +793,30 @@ internal sealed record MCPApprovalRequestItemResource : ItemResource /// public override string Type => ItemType; + + /// + /// The label of the MCP server making the request. + /// + [JsonPropertyName("server_label")] + public string? ServerLabel { get; init; } + + /// + /// The name of the tool to run. + /// + [JsonPropertyName("name")] + public string? Name { get; init; } + + /// + /// A JSON string of arguments for the tool. + /// + [JsonPropertyName("arguments")] + public string? Arguments { get; init; } } /// /// An MCP approval response item resource. /// -internal sealed record MCPApprovalResponseItemResource : ItemResource +internal sealed class MCPApprovalResponseItemResource : ItemResource { /// /// The constant item type identifier for MCP approval response items. @@ -679,12 +825,30 @@ internal sealed record MCPApprovalResponseItemResource : ItemResource /// public override string Type => ItemType; + + /// + /// The ID of the approval request being answered. + /// + [JsonPropertyName("approval_request_id")] + public string? ApprovalRequestId { get; init; } + + /// + /// Whether the request was approved. + /// + [JsonPropertyName("approve")] + public bool? Approve { get; init; } + + /// + /// Optional reason for the decision. + /// + [JsonPropertyName("reason")] + public string? Reason { get; init; } } /// /// An MCP call item resource. /// -internal sealed record MCPCallItemResource : ItemResource +internal sealed class MCPCallItemResource : ItemResource { /// /// The constant item type identifier for MCP call items. @@ -693,4 +857,34 @@ internal sealed record MCPCallItemResource : ItemResource /// public override string Type => ItemType; + + /// + /// The label of the MCP server running the tool. + /// + [JsonPropertyName("server_label")] + public string? ServerLabel { get; init; } + + /// + /// The name of the tool that was run. + /// + [JsonPropertyName("name")] + public string? Name { get; init; } + + /// + /// A JSON string of the arguments passed to the tool. + /// + [JsonPropertyName("arguments")] + public string? Arguments { get; init; } + + /// + /// The output from the tool call. + /// + [JsonPropertyName("output")] + public string? Output { get; init; } + + /// + /// The error from the tool call, if any. + /// + [JsonPropertyName("error")] + public string? Error { get; init; } } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/PromptReference.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/PromptReference.cs index d14e94473c2..8bf0ee2846f 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/PromptReference.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/PromptReference.cs @@ -8,7 +8,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// /// Reference to a prompt template and its variables. /// -internal sealed record PromptReference +internal sealed class PromptReference { /// /// The ID of the prompt template to use. diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ReasoningOptions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ReasoningOptions.cs index 8be910278ad..d34a56c6eee 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ReasoningOptions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ReasoningOptions.cs @@ -7,7 +7,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// /// Configuration options for reasoning models. /// -internal sealed record ReasoningOptions +internal sealed class ReasoningOptions { /// /// Constrains effort on reasoning for reasoning models. diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/Response.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/Response.cs index 260aa2478cd..3f9c50e9333 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/Response.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/Response.cs @@ -12,7 +12,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// The status of a response generation. /// [JsonConverter(typeof(SnakeCaseEnumConverter))] -public enum ResponseStatus +internal enum ResponseStatus { /// /// The response has been completed. @@ -111,7 +111,7 @@ internal sealed record Response /// The output items (messages) generated in the response. /// [JsonPropertyName("output")] - public required IList Output { get; init; } + public required List Output { get; init; } /// /// A system (or developer) message inserted into the model's context. @@ -135,7 +135,7 @@ internal sealed record Response /// An array of tools the model may call while generating a response. /// [JsonPropertyName("tools")] - public required IList Tools { get; init; } + public required List Tools { get; init; } /// /// How the model should select which tool (or tools) to use when generating a response. @@ -288,6 +288,9 @@ internal sealed record IncompleteDetails /// internal sealed record ResponseUsage { + /// + /// Gets a zero usage instance. + /// public static ResponseUsage Zero { get; } = new() { InputTokens = 0, diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ResponseInput.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ResponseInput.cs index 840adf87b05..d0555a2c000 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ResponseInput.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/ResponseInput.cs @@ -21,7 +21,7 @@ private ResponseInput(string text) this.Messages = null; } - private ResponseInput(IReadOnlyList messages) + private ResponseInput(List messages) { this.Messages = messages ?? throw new ArgumentNullException(nameof(messages)); this.Text = null; @@ -35,12 +35,12 @@ private ResponseInput(IReadOnlyList messages) /// /// Creates a ResponseInput from a list of messages. /// - public static ResponseInput FromMessages(IReadOnlyList messages) => new(messages); + public static ResponseInput FromMessages(List messages) => new(messages); /// /// Creates a ResponseInput from a list of messages. /// - public static ResponseInput FromMessages(params InputMessage[] messages) => new(messages); + public static ResponseInput FromMessages(params InputMessage[] messages) => new(messages.ToList()); /// /// Implicit conversion from string to ResponseInput. @@ -75,12 +75,13 @@ private ResponseInput(IReadOnlyList messages) /// /// Gets the messages value, or null if this is not a messages input. /// - public IReadOnlyList? Messages { get; } + public List? Messages { get; } /// /// Gets the input as a list of InputMessage objects. /// - public IReadOnlyList GetInputMessages() + [System.Diagnostics.CodeAnalysis.SuppressMessage("Design", "CA1024:Use properties where appropriate", Justification = "Method performs transformation logic")] + public List GetInputMessages() { if (this.Text is not null) { @@ -164,6 +165,7 @@ public override int GetHashCode() /// internal sealed class ResponseInputJsonConverter : JsonConverter { + /// public override ResponseInput? Read(ref Utf8JsonReader reader, Type typeToConvert, JsonSerializerOptions options) { // Check if it's a string @@ -176,13 +178,14 @@ internal sealed class ResponseInputJsonConverter : JsonConverter // Check if it's an array if (reader.TokenType == JsonTokenType.StartArray) { - var messages = JsonSerializer.Deserialize(ref reader, ResponsesJsonContext.Default.ListInputMessage); + var messages = JsonSerializer.Deserialize(ref reader, OpenAIHostingJsonContext.Default.ListInputMessage); return messages is not null ? ResponseInput.FromMessages(messages) : null; } throw new JsonException($"Unexpected token type for ResponseInput: {reader.TokenType}"); } + /// public override void Write(Utf8JsonWriter writer, ResponseInput value, JsonSerializerOptions options) { if (value.IsText) @@ -191,7 +194,7 @@ public override void Write(Utf8JsonWriter writer, ResponseInput value, JsonSeria } else if (value.IsMessages) { - JsonSerializer.Serialize(writer, value.Messages!, ResponsesJsonContext.Default.IReadOnlyListInputMessage); + JsonSerializer.Serialize(writer, value.Messages!, OpenAIHostingJsonContext.Default.ListInputMessage); } else { diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/StreamOptions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/StreamOptions.cs index 3c9a484ddf7..93ca5865e5d 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/StreamOptions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/StreamOptions.cs @@ -7,16 +7,8 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// /// Options for streaming responses. Only set this when you set stream: true. /// -internal sealed record StreamOptions +internal sealed class StreamOptions { - /// - /// If set, an additional chunk will be streamed before the data: [DONE] message. - /// The usage field on this chunk shows the token usage statistics for the entire request, - /// and the choices field will always be an empty array. - /// - [JsonPropertyName("include_usage")] - public bool? IncludeUsage { get; init; } - /// /// When true, stream obfuscation will be enabled. Stream obfuscation adds random characters /// to an obfuscation field on streaming delta events to normalize payload sizes as a mitigation diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/StreamingResponseEvent.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/StreamingResponseEvent.cs index 82f80bfa15e..6d41e10aff5 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/StreamingResponseEvent.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/StreamingResponseEvent.cs @@ -16,6 +16,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; [JsonDerivedType(typeof(StreamingResponseCompleted), StreamingResponseCompleted.EventType)] [JsonDerivedType(typeof(StreamingResponseIncomplete), StreamingResponseIncomplete.EventType)] [JsonDerivedType(typeof(StreamingResponseFailed), StreamingResponseFailed.EventType)] +[JsonDerivedType(typeof(StreamingResponseCancelled), StreamingResponseCancelled.EventType)] [JsonDerivedType(typeof(StreamingOutputItemAdded), StreamingOutputItemAdded.EventType)] [JsonDerivedType(typeof(StreamingOutputItemDone), StreamingOutputItemDone.EventType)] [JsonDerivedType(typeof(StreamingContentPartAdded), StreamingContentPartAdded.EventType)] @@ -26,7 +27,10 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; [JsonDerivedType(typeof(StreamingFunctionCallArgumentsDone), StreamingFunctionCallArgumentsDone.EventType)] [JsonDerivedType(typeof(StreamingReasoningSummaryTextDelta), StreamingReasoningSummaryTextDelta.EventType)] [JsonDerivedType(typeof(StreamingReasoningSummaryTextDone), StreamingReasoningSummaryTextDone.EventType)] -internal abstract record StreamingResponseEvent +[JsonDerivedType(typeof(StreamingWorkflowEventComplete), StreamingWorkflowEventComplete.EventType)] +[JsonDerivedType(typeof(StreamingFunctionApprovalRequested), StreamingFunctionApprovalRequested.EventType)] +[JsonDerivedType(typeof(StreamingFunctionApprovalResponded), StreamingFunctionApprovalResponded.EventType)] +internal abstract class StreamingResponseEvent { /// /// Gets the type identifier for the streaming response event. @@ -43,11 +47,22 @@ internal abstract record StreamingResponseEvent public int SequenceNumber { get; init; } } +/// +/// Denotes an instance which contains an update to the instance. +/// +internal interface IStreamingResponseEventWithResponse +{ + /// + /// Gets the response object associated with this streaming event. + /// + Response Response { get; } +} + /// /// Represents a streaming response event indicating that a new response has been created and streaming has begun. /// This is typically the first event sent in a streaming response sequence. /// -internal sealed record StreamingResponseCreated : StreamingResponseEvent +internal sealed class StreamingResponseCreated : StreamingResponseEvent, IStreamingResponseEventWithResponse { /// /// The constant event type identifier for response created events. @@ -69,7 +84,7 @@ internal sealed record StreamingResponseCreated : StreamingResponseEvent /// /// Represents a streaming response event indicating that the response is in progress. /// -internal sealed record StreamingResponseInProgress : StreamingResponseEvent +internal sealed class StreamingResponseInProgress : StreamingResponseEvent, IStreamingResponseEventWithResponse { /// /// The constant event type identifier for response in progress events. @@ -91,7 +106,7 @@ internal sealed record StreamingResponseInProgress : StreamingResponseEvent /// Represents a streaming response event indicating that the response has been completed. /// This is typically the last event sent in a streaming response sequence. /// -internal sealed record StreamingResponseCompleted : StreamingResponseEvent +internal sealed class StreamingResponseCompleted : StreamingResponseEvent, IStreamingResponseEventWithResponse { /// /// The constant event type identifier for response completed events. @@ -113,7 +128,7 @@ internal sealed record StreamingResponseCompleted : StreamingResponseEvent /// /// Represents a streaming response event indicating that the response finished as incomplete. /// -internal sealed record StreamingResponseIncomplete : StreamingResponseEvent +internal sealed class StreamingResponseIncomplete : StreamingResponseEvent, IStreamingResponseEventWithResponse { /// /// The constant event type identifier for response incomplete events. @@ -134,7 +149,7 @@ internal sealed record StreamingResponseIncomplete : StreamingResponseEvent /// /// Represents a streaming response event indicating that the response has failed. /// -internal sealed record StreamingResponseFailed : StreamingResponseEvent +internal sealed class StreamingResponseFailed : StreamingResponseEvent, IStreamingResponseEventWithResponse { /// /// The constant event type identifier for response failed events. @@ -152,11 +167,33 @@ internal sealed record StreamingResponseFailed : StreamingResponseEvent public required Response Response { get; init; } } +/// +/// Represents a streaming response event indicating that the response has been cancelled. +/// Only responses created with background=true can be cancelled. +/// +internal sealed class StreamingResponseCancelled : StreamingResponseEvent, IStreamingResponseEventWithResponse +{ + /// + /// The constant event type identifier for response cancelled events. + /// + public const string EventType = "response.cancelled"; + + /// + [JsonIgnore] + public override string Type => EventType; + + /// + /// Gets or sets the cancelled response object. + /// + [JsonPropertyName("response")] + public required Response Response { get; init; } +} + /// /// Represents a streaming response event indicating that a new output item has been added to the response. /// This event is sent when the AI agent produces a new piece of content during streaming. /// -internal sealed record StreamingOutputItemAdded : StreamingResponseEvent +internal sealed class StreamingOutputItemAdded : StreamingResponseEvent { /// /// The constant event type identifier for output item added events. @@ -186,7 +223,7 @@ internal sealed record StreamingOutputItemAdded : StreamingResponseEvent /// Represents a streaming response event indicating that an output item has been completed. /// This event is sent when the AI agent finishes producing a particular piece of content. /// -internal sealed record StreamingOutputItemDone : StreamingResponseEvent +internal sealed class StreamingOutputItemDone : StreamingResponseEvent { /// /// The constant event type identifier for output item done events. @@ -215,7 +252,7 @@ internal sealed record StreamingOutputItemDone : StreamingResponseEvent /// /// Represents a streaming response event indicating that a new content part has been added to an output item. /// -internal sealed record StreamingContentPartAdded : StreamingResponseEvent +internal sealed class StreamingContentPartAdded : StreamingResponseEvent { /// /// The constant event type identifier for content part added events. @@ -254,7 +291,7 @@ internal sealed record StreamingContentPartAdded : StreamingResponseEvent /// /// Represents a streaming response event indicating that a content part has been completed. /// -internal sealed record StreamingContentPartDone : StreamingResponseEvent +internal sealed class StreamingContentPartDone : StreamingResponseEvent { /// /// The constant event type identifier for content part done events. @@ -293,7 +330,7 @@ internal sealed record StreamingContentPartDone : StreamingResponseEvent /// /// Represents a streaming response event containing a text delta (incremental text chunk). /// -internal sealed record StreamingOutputTextDelta : StreamingResponseEvent +internal sealed class StreamingOutputTextDelta : StreamingResponseEvent { /// /// The constant event type identifier for output text delta events. @@ -332,13 +369,13 @@ internal sealed record StreamingOutputTextDelta : StreamingResponseEvent /// Gets or sets the log probability information for the output tokens. /// [JsonPropertyName("logprobs")] - public IList Logprobs { get; init; } = []; + public List Logprobs { get; init; } = []; } /// /// Represents a streaming response event indicating that output text has been completed. /// -internal sealed record StreamingOutputTextDone : StreamingResponseEvent +internal sealed class StreamingOutputTextDone : StreamingResponseEvent { /// /// The constant event type identifier for output text done events. @@ -377,7 +414,7 @@ internal sealed record StreamingOutputTextDone : StreamingResponseEvent /// /// Represents a streaming response event containing a function call arguments delta. /// -internal sealed record StreamingFunctionCallArgumentsDelta : StreamingResponseEvent +internal sealed class StreamingFunctionCallArgumentsDelta : StreamingResponseEvent { /// /// The constant event type identifier for function call arguments delta events. @@ -410,7 +447,7 @@ internal sealed record StreamingFunctionCallArgumentsDelta : StreamingResponseEv /// /// Represents a streaming response event indicating that function call arguments are complete. /// -internal sealed record StreamingFunctionCallArgumentsDone : StreamingResponseEvent +internal sealed class StreamingFunctionCallArgumentsDone : StreamingResponseEvent { /// /// The constant event type identifier for function call arguments done events. @@ -443,7 +480,7 @@ internal sealed record StreamingFunctionCallArgumentsDone : StreamingResponseEve /// /// Represents a streaming response event containing a reasoning summary text delta (incremental text chunk). /// -internal sealed record StreamingReasoningSummaryTextDelta : StreamingResponseEvent +internal sealed class StreamingReasoningSummaryTextDelta : StreamingResponseEvent { /// /// The constant event type identifier for reasoning summary text delta events. @@ -482,7 +519,7 @@ internal sealed record StreamingReasoningSummaryTextDelta : StreamingResponseEve /// /// Represents a streaming response event indicating that reasoning summary text has been completed. /// -internal sealed record StreamingReasoningSummaryTextDone : StreamingResponseEvent +internal sealed class StreamingReasoningSummaryTextDone : StreamingResponseEvent { /// /// The constant event type identifier for reasoning summary text done events. @@ -517,3 +554,148 @@ internal sealed record StreamingReasoningSummaryTextDone : StreamingResponseEven [JsonPropertyName("text")] public required string Text { get; init; } } + +/// +/// Represents a streaming response event containing a workflow event. +/// This event is sent during workflow execution to provide observability into workflow steps, +/// executor invocations, errors, and other workflow lifecycle events. +/// +internal sealed class StreamingWorkflowEventComplete : StreamingResponseEvent +{ + /// + /// The constant event type identifier for workflow event events. + /// + public const string EventType = "response.workflow_event.complete"; + + /// + [JsonIgnore] + public override string Type => EventType; + + /// + /// Gets or sets the index of the output in the response. + /// + [JsonPropertyName("output_index")] + public int OutputIndex { get; set; } + + /// + /// Gets or sets the workflow event data containing event type, executor ID, and event-specific data. + /// + [JsonPropertyName("data")] + public JsonElement? Data { get; set; } + + /// + /// Gets or sets the executor ID if this is an executor-scoped event. + /// + [JsonPropertyName("executor_id")] + public string? ExecutorId { get; set; } + + /// + /// Gets or sets the item ID for tracking purposes. + /// + [JsonPropertyName("item_id")] + public string? ItemId { get; set; } +} + +/// +/// Represents a streaming response event indicating a function approval has been requested. +/// This is a non-standard DevUI extension for human-in-the-loop scenarios. +/// +internal sealed class StreamingFunctionApprovalRequested : StreamingResponseEvent +{ + /// + /// The constant event type identifier for function approval requested events. + /// + public const string EventType = "response.function_approval.requested"; + + /// + [JsonIgnore] + public override string Type => EventType; + + /// + /// Gets or sets the unique identifier for the approval request. + /// + [JsonPropertyName("request_id")] + public required string RequestId { get; init; } + + /// + /// Gets or sets the function call that requires approval. + /// + [JsonPropertyName("function_call")] + public required FunctionCallInfo FunctionCall { get; init; } + + /// + /// Gets or sets the item ID for tracking purposes. + /// + [JsonPropertyName("item_id")] + public required string ItemId { get; init; } + + /// + /// Gets or sets the output index. + /// + [JsonPropertyName("output_index")] + public int OutputIndex { get; init; } +} + +/// +/// Represents a streaming response event indicating a function approval has been responded to. +/// This is a non-standard DevUI extension for human-in-the-loop scenarios. +/// +internal sealed class StreamingFunctionApprovalResponded : StreamingResponseEvent +{ + /// + /// The constant event type identifier for function approval responded events. + /// + public const string EventType = "response.function_approval.responded"; + + /// + [JsonIgnore] + public override string Type => EventType; + + /// + /// Gets or sets the unique identifier of the approval request being responded to. + /// + [JsonPropertyName("request_id")] + public required string RequestId { get; init; } + + /// + /// Gets or sets a value indicating whether the function call was approved. + /// + [JsonPropertyName("approved")] + public bool Approved { get; init; } + + /// + /// Gets or sets the item ID for tracking purposes. + /// + [JsonPropertyName("item_id")] + public required string ItemId { get; init; } + + /// + /// Gets or sets the output index. + /// + [JsonPropertyName("output_index")] + public int OutputIndex { get; init; } +} + +/// +/// Represents function call information for approval events. +/// +internal sealed class FunctionCallInfo +{ + /// + /// Gets or sets the function call ID. + /// + [JsonPropertyName("id")] + public required string Id { get; init; } + + /// + /// Gets or sets the function name. + /// + [JsonPropertyName("name")] + public required string Name { get; init; } + + /// + /// Gets or sets the function arguments. + /// + [JsonPropertyName("arguments")] + public required JsonElement Arguments { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/TextConfiguration.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/TextConfiguration.cs index dc590030e6a..6a4e98651de 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/TextConfiguration.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/TextConfiguration.cs @@ -1,6 +1,6 @@ // Copyright (c) Microsoft. All rights reserved. -using System.Collections.Generic; +using System.Text.Json; using System.Text.Json.Serialization; namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; @@ -8,7 +8,7 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; /// /// Configuration options for a text response from the model. /// -internal sealed record TextConfiguration +internal sealed class TextConfiguration { /// /// The format configuration for the text response. @@ -34,7 +34,7 @@ internal sealed record TextConfiguration [JsonDerivedType(typeof(ResponseTextFormatConfigurationText), "text")] [JsonDerivedType(typeof(ResponseTextFormatConfigurationJsonObject), "json_object")] [JsonDerivedType(typeof(ResponseTextFormatConfigurationJsonSchema), "json_schema")] -internal abstract record ResponseTextFormatConfiguration +internal abstract class ResponseTextFormatConfiguration { /// /// The type of response format. @@ -46,7 +46,7 @@ internal abstract record ResponseTextFormatConfiguration /// /// Plain text response format configuration. /// -internal sealed record ResponseTextFormatConfigurationText : ResponseTextFormatConfiguration +internal sealed class ResponseTextFormatConfigurationText : ResponseTextFormatConfiguration { /// /// Gets the type of response format. Always "text". @@ -59,7 +59,7 @@ internal sealed record ResponseTextFormatConfigurationText : ResponseTextFormatC /// JSON object response format configuration. /// Ensures the message the model generates is valid JSON. /// -internal sealed record ResponseTextFormatConfigurationJsonObject : ResponseTextFormatConfiguration +internal sealed class ResponseTextFormatConfigurationJsonObject : ResponseTextFormatConfiguration { /// /// Gets the type of response format. Always "json_object". @@ -71,7 +71,7 @@ internal sealed record ResponseTextFormatConfigurationJsonObject : ResponseTextF /// /// JSON schema response format configuration with structured output schema. /// -internal sealed record ResponseTextFormatConfigurationJsonSchema : ResponseTextFormatConfiguration +internal sealed class ResponseTextFormatConfigurationJsonSchema : ResponseTextFormatConfiguration { /// /// Gets the type of response format. Always "json_schema". @@ -97,7 +97,7 @@ internal sealed record ResponseTextFormatConfigurationJsonSchema : ResponseTextF /// The JSON schema for structured outputs. /// [JsonPropertyName("schema")] - public required Dictionary Schema { get; init; } + public required JsonElement Schema { get; init; } /// /// Whether to enable strict schema adherence when generating the output. diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/WorkflowEventData.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/WorkflowEventData.cs new file mode 100644 index 00000000000..cc7f44cda6b --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Models/WorkflowEventData.cs @@ -0,0 +1,38 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json; +using System.Text.Json.Serialization; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +/// +/// Represents workflow event data for serialization. +/// +internal sealed class WorkflowEventData +{ + /// + /// The type of the workflow event. + /// + [JsonPropertyName("event_type")] + public required string EventType { get; init; } + + /// + /// The event data payload. + /// + [JsonPropertyName("data")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public JsonElement? Data { get; init; } + + /// + /// The executor ID, if this is an executor event. + /// + [JsonPropertyName("executor_id")] + [JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)] + public string? ExecutorId { get; init; } + + /// + /// The timestamp when the event occurred. + /// + [JsonPropertyName("timestamp")] + public required string Timestamp { get; init; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesHttpHandler.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesHttpHandler.cs new file mode 100644 index 00000000000..31f61e967e4 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/ResponsesHttpHandler.cs @@ -0,0 +1,227 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; +using Microsoft.AspNetCore.Http; +using Microsoft.AspNetCore.Mvc; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses; + +/// +/// Handles route requests for OpenAI Responses API endpoints. +/// +internal sealed class ResponsesHttpHandler +{ + private readonly IResponsesService _responsesService; + + /// + /// Initializes a new instance of the class. + /// + /// The responses service. + public ResponsesHttpHandler(IResponsesService responsesService) + { + this._responsesService = responsesService ?? throw new ArgumentNullException(nameof(responsesService)); + } + + /// + /// Creates a model response for the given input. + /// + public async Task CreateResponseAsync( + [FromBody] CreateResponse request, + [FromQuery] bool? stream, + CancellationToken cancellationToken) + { + try + { + // Handle streaming vs non-streaming + bool shouldStream = stream ?? request.Stream ?? false; + + if (shouldStream) + { + var streamingResponse = this._responsesService.CreateResponseStreamingAsync( + request, + cancellationToken: cancellationToken); + + return new SseJsonResult( + streamingResponse, + static evt => evt.Type, + OpenAIHostingJsonContext.Default.StreamingResponseEvent); + } + + var response = await this._responsesService.CreateResponseAsync( + request, + cancellationToken: cancellationToken).ConfigureAwait(false); + + return Results.Ok(response); + } + catch (InvalidOperationException ex) when (ex.Message.Contains("Mutually exclusive")) + { + // Return OpenAI-style error for mutual exclusivity violations + return Results.BadRequest(new ErrorResponse + { + Error = new ErrorDetails + { + Message = ex.Message, + Type = "invalid_request_error", + Code = "mutually_exclusive_parameters" + } + }); + } + catch (InvalidOperationException ex) when (ex.Message.Contains("not found") || ex.Message.Contains("does not exist")) + { + // Return OpenAI-style error for not found errors + return Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = ex.Message, + Type = "invalid_request_error" + } + }); + } + catch (InvalidOperationException ex) when (ex.Message.Contains("No 'agent.name' or 'model' specified")) + { + // Return OpenAI-style error for missing required parameters + return Results.BadRequest(new ErrorResponse + { + Error = new ErrorDetails + { + Message = ex.Message, + Type = "invalid_request_error", + Code = "missing_required_parameter" + } + }); + } + } + + /// + /// Retrieves a response by ID. + /// + public async Task GetResponseAsync( + string responseId, + [FromQuery] string[]? include, + [FromQuery] bool? stream, + [FromQuery] int? starting_after, + CancellationToken cancellationToken) + { + // If streaming is requested, return SSE stream + if (stream == true) + { + var streamingResponse = this._responsesService.GetResponseStreamingAsync( + responseId, + startingAfter: starting_after, + cancellationToken: cancellationToken); + + return new SseJsonResult( + streamingResponse, + static evt => evt.Type, + OpenAIHostingJsonContext.Default.StreamingResponseEvent); + } + + // Non-streaming: return the response object + var response = await this._responsesService.GetResponseAsync(responseId, cancellationToken).ConfigureAwait(false); + return response is not null + ? Results.Ok(response) + : Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Response '{responseId}' not found.", + Type = "invalid_request_error" + } + }); + } + + /// + /// Cancels an in-progress response. + /// + public async Task CancelResponseAsync( + string responseId, + CancellationToken cancellationToken) + { + try + { + var response = await this._responsesService.CancelResponseAsync(responseId, cancellationToken).ConfigureAwait(false); + return Results.Ok(response); + } + catch (InvalidOperationException ex) + { + return Results.BadRequest(new ErrorResponse + { + Error = new ErrorDetails + { + Message = ex.Message, + Type = "invalid_request_error" + } + }); + } + } + + /// + /// Deletes a response. + /// + public async Task DeleteResponseAsync( + string responseId, + CancellationToken cancellationToken) + { + var deleted = await this._responsesService.DeleteResponseAsync(responseId, cancellationToken).ConfigureAwait(false); + return deleted + ? Results.Ok(new DeleteResponse { Id = responseId, Object = "response", Deleted = true }) + : Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = $"Response '{responseId}' not found.", + Type = "invalid_request_error" + } + }); + } + + /// + /// Lists the input items for a response. + /// + public async Task ListResponseInputItemsAsync( + string responseId, + [FromQuery] int? limit, + [FromQuery] string? order, + [FromQuery] string? after, + [FromQuery] string? before, + CancellationToken cancellationToken) + { + try + { + // Convert string order to SortOrder enum + SortOrder? sortOrder = order switch + { + string s when s.Equals("asc", StringComparison.OrdinalIgnoreCase) => SortOrder.Ascending, + string s when s.Equals("desc", StringComparison.OrdinalIgnoreCase) => SortOrder.Descending, + null => null, + _ => throw new InvalidOperationException($"Invalid order value: {order}. Must be 'asc' or 'desc'.") + }; + + var result = await this._responsesService.ListResponseInputItemsAsync( + responseId, + limit, + sortOrder, + after, + before, + cancellationToken).ConfigureAwait(false); + + return Results.Ok(result); + } + catch (InvalidOperationException ex) + { + return Results.NotFound(new ErrorResponse + { + Error = new ErrorDetails + { + Message = ex.Message, + Type = "invalid_request_error" + } + }); + } + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/AudioContentEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/AudioContentEventGenerator.cs index 0d80f931546..446b0401aca 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/AudioContentEventGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/AudioContentEventGenerator.cs @@ -16,27 +16,18 @@ internal sealed class AudioContentEventGenerator( SequenceNumber seq, int outputIndex) : StreamingEventGenerator { - private bool _isCompleted; - public override bool IsSupported(AIContent content) => content is DataContent dataContent && dataContent.HasTopLevelMediaType("audio"); public override IEnumerable ProcessContent(AIContent content) { - if (this._isCompleted) - { - throw new InvalidOperationException("Cannot process content after the generator has been completed."); - } - if (content is not DataContent audioData || !audioData.HasTopLevelMediaType("audio")) { throw new InvalidOperationException("AudioContentEventGenerator only supports audio DataContent."); } var itemId = idGenerator.GenerateMessageId(); - var itemContent = ItemContentConverter.ToItemContent(content) as ItemContentInputAudio; - - if (itemContent == null) + if (ItemContentConverter.ToItemContent(content) is not ItemContentInputAudio itemContent) { throw new InvalidOperationException("Failed to convert audio content to ItemContentInputAudio."); } @@ -79,13 +70,7 @@ public override IEnumerable ProcessContent(AIContent con OutputIndex = outputIndex, Item = item }; - - this._isCompleted = true; } - public override IEnumerable Complete() - { - this._isCompleted = true; - return []; - } + public override IEnumerable Complete() => []; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/ErrorContentEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/ErrorContentEventGenerator.cs index 8320b1f9777..6380cb8ba78 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/ErrorContentEventGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/ErrorContentEventGenerator.cs @@ -16,26 +16,17 @@ internal sealed class ErrorContentEventGenerator( SequenceNumber seq, int outputIndex) : StreamingEventGenerator { - private bool _isCompleted; - public override bool IsSupported(AIContent content) => content is ErrorContent; public override IEnumerable ProcessContent(AIContent content) { - if (this._isCompleted) - { - throw new InvalidOperationException("Cannot process content after the generator has been completed."); - } - if (content is not ErrorContent) { throw new InvalidOperationException("ErrorContentEventGenerator only supports ErrorContent."); } var itemId = idGenerator.GenerateMessageId(); - var itemContent = ItemContentConverter.ToItemContent(content) as ItemContentRefusal; - - if (itemContent == null) + if (ItemContentConverter.ToItemContent(content) is not ItemContentRefusal itemContent) { throw new InvalidOperationException("Failed to convert error content to ItemContentRefusal."); } @@ -78,13 +69,7 @@ public override IEnumerable ProcessContent(AIContent con OutputIndex = outputIndex, Item = item }; - - this._isCompleted = true; } - public override IEnumerable Complete() - { - this._isCompleted = true; - return []; - } + public override IEnumerable Complete() => []; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FileContentEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FileContentEventGenerator.cs index bf60c2f1cf9..5fe7333ac32 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FileContentEventGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FileContentEventGenerator.cs @@ -16,8 +16,6 @@ internal sealed class FileContentEventGenerator( SequenceNumber seq, int outputIndex) : StreamingEventGenerator { - private bool _isCompleted; - public override bool IsSupported(AIContent content) => content is DataContent dataContent && !dataContent.HasTopLevelMediaType("image") && @@ -25,11 +23,6 @@ content is DataContent dataContent && public override IEnumerable ProcessContent(AIContent content) { - if (this._isCompleted) - { - throw new InvalidOperationException("Cannot process content after the generator has been completed."); - } - if (content is not DataContent fileData || fileData.HasTopLevelMediaType("image") || fileData.HasTopLevelMediaType("audio")) @@ -38,9 +31,7 @@ public override IEnumerable ProcessContent(AIContent con } var itemId = idGenerator.GenerateMessageId(); - var itemContent = ItemContentConverter.ToItemContent(content) as ItemContentInputFile; - - if (itemContent == null) + if (ItemContentConverter.ToItemContent(content) is not ItemContentInputFile itemContent) { throw new InvalidOperationException("Failed to convert file content to ItemContentInputFile."); } @@ -83,13 +74,7 @@ public override IEnumerable ProcessContent(AIContent con OutputIndex = outputIndex, Item = item }; - - this._isCompleted = true; } - public override IEnumerable Complete() - { - this._isCompleted = true; - return []; - } + public override IEnumerable Complete() => []; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionApprovalRequestEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionApprovalRequestEventGenerator.cs new file mode 100644 index 00000000000..4e565b0784b --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionApprovalRequestEventGenerator.cs @@ -0,0 +1,48 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Text.Json; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Streaming; + +/// +/// A generator for streaming events from function approval request content. +/// This is a non-standard DevUI extension for human-in-the-loop scenarios. +/// +internal sealed class FunctionApprovalRequestEventGenerator( + IdGenerator idGenerator, + SequenceNumber seq, + int outputIndex, + JsonSerializerOptions jsonSerializerOptions) : StreamingEventGenerator +{ + public override bool IsSupported(AIContent content) => content is FunctionApprovalRequestContent; + + public override IEnumerable ProcessContent(AIContent content) + { + if (content is not FunctionApprovalRequestContent approvalRequest) + { + throw new InvalidOperationException("FunctionApprovalRequestEventGenerator only supports FunctionApprovalRequestContent."); + } + + yield return new StreamingFunctionApprovalRequested + { + SequenceNumber = seq.Increment(), + OutputIndex = outputIndex, + RequestId = approvalRequest.Id, + ItemId = idGenerator.GenerateMessageId(), + FunctionCall = new FunctionCallInfo + { + Id = approvalRequest.FunctionCall.CallId, + Name = approvalRequest.FunctionCall.Name, + Arguments = JsonSerializer.SerializeToElement( + approvalRequest.FunctionCall.Arguments, + jsonSerializerOptions.GetTypeInfo(typeof(IDictionary))) + } + }; + } + + public override IEnumerable Complete() => []; +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionApprovalResponseEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionApprovalResponseEventGenerator.cs new file mode 100644 index 00000000000..ab4af8f4084 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionApprovalResponseEventGenerator.cs @@ -0,0 +1,39 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.Responses.Streaming; + +/// +/// A generator for streaming events from function approval response content. +/// This is a non-standard DevUI extension for human-in-the-loop scenarios. +/// +internal sealed class FunctionApprovalResponseEventGenerator( + IdGenerator idGenerator, + SequenceNumber seq, + int outputIndex) : StreamingEventGenerator +{ + public override bool IsSupported(AIContent content) => content is FunctionApprovalResponseContent; + + public override IEnumerable ProcessContent(AIContent content) + { + if (content is not FunctionApprovalResponseContent approvalResponse) + { + throw new InvalidOperationException("FunctionApprovalResponseEventGenerator only supports FunctionApprovalResponseContent."); + } + + yield return new StreamingFunctionApprovalResponded + { + SequenceNumber = seq.Increment(), + OutputIndex = outputIndex, + RequestId = approvalResponse.Id, + Approved = approvalResponse.Approved, + ItemId = idGenerator.GenerateMessageId() + }; + } + + public override IEnumerable Complete() => []; +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionCallEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionCallEventGenerator.cs index 74f5ffe4aec..c0b0aba54dd 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionCallEventGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionCallEventGenerator.cs @@ -17,17 +17,10 @@ internal sealed class FunctionCallEventGenerator( int outputIndex, JsonSerializerOptions jsonSerializerOptions) : StreamingEventGenerator { - private bool _isCompleted; - public override bool IsSupported(AIContent content) => content is FunctionCallContent; public override IEnumerable ProcessContent(AIContent content) { - if (this._isCompleted) - { - throw new InvalidOperationException("Cannot process content after the generator has been completed."); - } - if (content is not FunctionCallContent functionCallContent) { throw new InvalidOperationException("FunctionCallEventGenerator only supports FunctionCallContent."); @@ -63,13 +56,7 @@ public override IEnumerable ProcessContent(AIContent con OutputIndex = outputIndex, Item = item }; - - this._isCompleted = true; } - public override IEnumerable Complete() - { - this._isCompleted = true; - return []; - } + public override IEnumerable Complete() => []; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionResultEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionResultEventGenerator.cs index 1c7810a8251..116eb716e1e 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionResultEventGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/FunctionResultEventGenerator.cs @@ -15,17 +15,10 @@ internal sealed class FunctionResultEventGenerator( SequenceNumber seq, int outputIndex) : StreamingEventGenerator { - private bool _isCompleted; - public override bool IsSupported(AIContent content) => content is FunctionResultContent; public override IEnumerable ProcessContent(AIContent content) { - if (this._isCompleted) - { - throw new InvalidOperationException("Cannot process content after the generator has been completed."); - } - if (content is not FunctionResultContent functionResultContent) { throw new InvalidOperationException("FunctionResultEventGenerator only supports FunctionResultContent."); @@ -45,13 +38,7 @@ public override IEnumerable ProcessContent(AIContent con OutputIndex = outputIndex, Item = item }; - - this._isCompleted = true; } - public override IEnumerable Complete() - { - this._isCompleted = true; - return []; - } + public override IEnumerable Complete() => []; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/HostedFileContentEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/HostedFileContentEventGenerator.cs index 5846858aa27..a8beefe211a 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/HostedFileContentEventGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/HostedFileContentEventGenerator.cs @@ -16,26 +16,17 @@ internal sealed class HostedFileContentEventGenerator( SequenceNumber seq, int outputIndex) : StreamingEventGenerator { - private bool _isCompleted; - public override bool IsSupported(AIContent content) => content is HostedFileContent; public override IEnumerable ProcessContent(AIContent content) { - if (this._isCompleted) - { - throw new InvalidOperationException("Cannot process content after the generator has been completed."); - } - if (content is not HostedFileContent) { throw new InvalidOperationException("HostedFileContentEventGenerator only supports HostedFileContent."); } var itemId = idGenerator.GenerateMessageId(); - var itemContent = ItemContentConverter.ToItemContent(content) as ItemContentInputFile; - - if (itemContent == null) + if (ItemContentConverter.ToItemContent(content) is not ItemContentInputFile itemContent) { throw new InvalidOperationException("Failed to convert hosted file content to ItemContentInputFile."); } @@ -78,13 +69,7 @@ public override IEnumerable ProcessContent(AIContent con OutputIndex = outputIndex, Item = item }; - - this._isCompleted = true; } - public override IEnumerable Complete() - { - this._isCompleted = true; - return []; - } + public override IEnumerable Complete() => []; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/ImageContentEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/ImageContentEventGenerator.cs index 0b80abbfd22..0642043f3de 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/ImageContentEventGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/ImageContentEventGenerator.cs @@ -16,22 +16,13 @@ internal sealed class ImageContentEventGenerator( SequenceNumber seq, int outputIndex) : StreamingEventGenerator { - private bool _isCompleted; - public override bool IsSupported(AIContent content) => - content is UriContent uriContent && uriContent.HasTopLevelMediaType("image") || - content is DataContent dataContent && dataContent.HasTopLevelMediaType("image"); + (content is UriContent uriContent && uriContent.HasTopLevelMediaType("image")) || + (content is DataContent dataContent && dataContent.HasTopLevelMediaType("image")); public override IEnumerable ProcessContent(AIContent content) { - if (this._isCompleted) - { - throw new InvalidOperationException("Cannot process content after the generator has been completed."); - } - - ItemContentInputImage? itemContent = ItemContentConverter.ToItemContent(content) as ItemContentInputImage; - - if (itemContent == null) + if (ItemContentConverter.ToItemContent(content) is not ItemContentInputImage itemContent) { throw new InvalidOperationException("ImageContentEventGenerator only supports image UriContent and DataContent."); } @@ -76,13 +67,7 @@ public override IEnumerable ProcessContent(AIContent con OutputIndex = outputIndex, Item = item }; - - this._isCompleted = true; } - public override IEnumerable Complete() - { - this._isCompleted = true; - return []; - } + public override IEnumerable Complete() => []; } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/TextReasoningContentEventGenerator.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/TextReasoningContentEventGenerator.cs index 5be8d73aa91..3004b000854 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/TextReasoningContentEventGenerator.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Responses/Streaming/TextReasoningContentEventGenerator.cs @@ -18,7 +18,7 @@ internal sealed class TextReasoningContentEventGenerator( int outputIndex) : StreamingEventGenerator { private State _currentState = State.Initial; - private readonly string _itemId = idGenerator.GenerateMessageId(); + private readonly string _itemId = idGenerator.GenerateReasoningId(); private readonly StringBuilder _text = new(); private const int SummaryIndex = 0; // Summary index for reasoning summary text diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ServiceCollectionExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ServiceCollectionExtensions.cs index 7fab6586a99..54e8bd7ba32 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ServiceCollectionExtensions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/ServiceCollectionExtensions.cs @@ -2,18 +2,37 @@ using System; using Microsoft.Agents.AI; +using Microsoft.Agents.AI.Hosting.OpenAI; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations; using Microsoft.Agents.AI.Hosting.OpenAI.Responses; using Microsoft.AspNetCore.Http.Json; +using Microsoft.Extensions.DependencyInjection.Extensions; namespace Microsoft.Extensions.DependencyInjection; /// -/// Extension methods for to configure OpenAI Responses support. +/// Extension methods for to configure OpenAI support. /// public static class MicrosoftAgentAIHostingOpenAIServiceCollectionExtensions { + /// + /// Adds support for exposing instances via OpenAI ChatCompletions. + /// + /// The to configure. + /// The for method chaining. + public static IServiceCollection AddOpenAIChatCompletions(this IServiceCollection services) + { + ArgumentNullException.ThrowIfNull(services); + + services.Configure(options => options.SerializerOptions.TypeInfoResolverChain.Add(ChatCompletionsJsonSerializerOptions.Default.TypeInfoResolver!)); + + return services; + } + /// /// Adds support for exposing instances via OpenAI Responses. + /// Uses the in-memory responses service implementation. /// /// The to configure. /// The for method chaining. @@ -21,8 +40,39 @@ public static IServiceCollection AddOpenAIResponses(this IServiceCollection serv { ArgumentNullException.ThrowIfNull(services); - services.Configure(options => options.SerializerOptions.TypeInfoResolverChain.Add(ResponsesJsonSerializerOptions.Default.TypeInfoResolver!)); + services.Configure(options + => options.SerializerOptions.TypeInfoResolverChain.Add( + OpenAIHostingJsonContext.Default.Options.TypeInfoResolver!)); + + services.TryAddSingleton(); + services.TryAddSingleton(); + services.TryAddSingleton(); + services.TryAddSingleton(sp => + { + var executor = sp.GetRequiredService(); + var options = sp.GetRequiredService(); + var conversationStorage = sp.GetService(); + return new InMemoryResponsesService(executor, options, conversationStorage); + }); + services.TryAddSingleton(); + + return services; + } + + /// + /// Adds in-memory conversation storage and indexing services to the service collection. + /// This is suitable only for development and testing scenarios. + /// + /// The service collection to add services to. + /// The service collection for chaining. + public static IServiceCollection AddOpenAIConversations(this IServiceCollection services) + { + ArgumentNullException.ThrowIfNull(services); + // Register storage options + services.TryAddSingleton(); + services.TryAddSingleton(); + services.TryAddSingleton(); return services; } } diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/SseJsonResult.cs b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/SseJsonResult.cs new file mode 100644 index 00000000000..2edb2f00277 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/SseJsonResult.cs @@ -0,0 +1,75 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Buffers; +using System.Collections.Generic; +using System.Net.ServerSentEvents; +using System.Text.Json; +using System.Text.Json.Serialization.Metadata; +using System.Threading.Tasks; +using Microsoft.AspNetCore.Http; +using Microsoft.AspNetCore.Http.Features; + +namespace Microsoft.Agents.AI.Hosting.OpenAI; + +/// +/// IResult implementation for streaming JSON data using Server-Sent Events (SSE). +/// +/// The type of items to stream. +internal sealed class SseJsonResult : IResult +{ + private readonly IAsyncEnumerable _events; + private readonly JsonTypeInfo _jsonTypeInfo; + private readonly Func _getEventType; + + /// + /// Initializes a new instance of the class. + /// + /// The async enumerable of items to stream. + /// A function to get the optional event type from each item. + /// The JSON type information for serializing items. + public SseJsonResult(IAsyncEnumerable events, Func getEventType, JsonTypeInfo jsonTypeInfo) + { + this._events = events ?? throw new ArgumentNullException(nameof(events)); + this._jsonTypeInfo = jsonTypeInfo ?? throw new ArgumentNullException(nameof(jsonTypeInfo)); + this._getEventType = getEventType ?? throw new ArgumentNullException(nameof(getEventType)); + } + + /// + /// Executes the result by streaming items to the HTTP response using Server-Sent Events format. + /// + /// The HTTP context. + public async Task ExecuteAsync(HttpContext httpContext) + { + var response = httpContext.Response; + var cancellationToken = httpContext.RequestAborted; + + // Set SSE headers + response.Headers.ContentType = "text/event-stream"; + response.Headers.CacheControl = "no-cache,no-store"; + response.Headers.Connection = "keep-alive"; + response.Headers.ContentEncoding = "identity"; + httpContext.Features.GetRequiredFeature().DisableBuffering(); + + await SseFormatter.WriteAsync( + source: this.GetItemsAsync(), + destination: response.Body, + itemFormatter: this.FormatItem, + cancellationToken).ConfigureAwait(false); + } + + private async IAsyncEnumerable> GetItemsAsync() + { + await foreach (var item in this._events.ConfigureAwait(false)) + { + yield return new SseItem(item, this._getEventType(item)); + } + } + + private void FormatItem(SseItem sseItem, IBufferWriter bufferWriter) + { + using var writer = new Utf8JsonWriter(bufferWriter); + JsonSerializer.Serialize(writer, sseItem.Data, this._jsonTypeInfo); + writer.Flush(); + } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Hosting/HostedWorkflowBuilderExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Hosting/HostedWorkflowBuilderExtensions.cs index f3034152554..ca3d84fa867 100644 --- a/dotnet/src/Microsoft.Agents.AI.Hosting/HostedWorkflowBuilderExtensions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Hosting/HostedWorkflowBuilderExtensions.cs @@ -26,8 +26,10 @@ public static IHostedAgentBuilder AddAsAIAgent(this IHostedWorkflowBuilder build /// An that can be used to further configure the agent. public static IHostedAgentBuilder AddAsAIAgent(this IHostedWorkflowBuilder builder, string? name) { - var agentName = name ?? builder.Name; - return builder.HostApplicationBuilder.AddAIAgent(agentName, (sp, key) => sp.GetRequiredKeyedService(key) - .AsAgent(name: key)); + var workflowName = builder.Name; + var agentName = name ?? workflowName; + + return builder.HostApplicationBuilder.AddAIAgent(agentName, (sp, key) => + sp.GetRequiredKeyedService(workflowName).AsAgent(name: key)); } } diff --git a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0Provider.cs b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0Provider.cs index d0f6f78b3ff..4aae5de59bd 100644 --- a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0Provider.cs +++ b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0Provider.cs @@ -5,6 +5,7 @@ using System.Linq; using System.Net.Http; using System.Text.Json; +using System.Text.Json.Serialization; using System.Threading; using System.Threading.Tasks; using Microsoft.Extensions.AI; @@ -31,10 +32,15 @@ public sealed class Mem0Provider : AIContextProvider private readonly Mem0Client _client; private readonly ILogger? _logger; + private readonly Mem0ProviderScope _storageScope; + private readonly Mem0ProviderScope _searchScope; + /// /// Initializes a new instance of the class. /// /// Configured (base address + auth). + /// Optional values to scope the memory storage with. + /// Optional values to scope the memory search with. Defaults to if not provided. /// Provider options. /// Optional logger factory. /// @@ -47,21 +53,35 @@ public sealed class Mem0Provider : AIContextProvider /// new Mem0AIContextProvider(httpClient); /// /// - public Mem0Provider(HttpClient httpClient, Mem0ProviderOptions? options = null, ILoggerFactory? loggerFactory = null) + public Mem0Provider(HttpClient httpClient, Mem0ProviderScope storageScope, Mem0ProviderScope? searchScope = null, Mem0ProviderOptions? options = null, ILoggerFactory? loggerFactory = null) { if (string.IsNullOrWhiteSpace(httpClient.BaseAddress?.AbsoluteUri)) { throw new ArgumentException("The HttpClient BaseAddress must be set for Mem0 operations.", nameof(httpClient)); } - this.ApplicationId = options?.ApplicationId; - this.AgentId = options?.AgentId; - this.ThreadId = options?.ThreadId; - this.UserId = options?.UserId; - this._contextPrompt = options?.ContextPrompt ?? DefaultContextPrompt; - this._logger = loggerFactory?.CreateLogger(); this._client = new Mem0Client(httpClient); + + this._contextPrompt = options?.ContextPrompt ?? DefaultContextPrompt; + this._storageScope = new Mem0ProviderScope(Throw.IfNull(storageScope)); + this._searchScope = searchScope ?? storageScope; + + if (string.IsNullOrWhiteSpace(this._storageScope.ApplicationId) + && string.IsNullOrWhiteSpace(this._storageScope.AgentId) + && string.IsNullOrWhiteSpace(this._storageScope.ThreadId) + && string.IsNullOrWhiteSpace(this._storageScope.UserId)) + { + throw new ArgumentException("At least one of ApplicationId, AgentId, ThreadId, or UserId must be provided for the storage scope."); + } + + if (string.IsNullOrWhiteSpace(this._searchScope.ApplicationId) + && string.IsNullOrWhiteSpace(this._searchScope.AgentId) + && string.IsNullOrWhiteSpace(this._searchScope.ThreadId) + && string.IsNullOrWhiteSpace(this._searchScope.UserId)) + { + throw new ArgumentException("At least one of ApplicationId, AgentId, ThreadId, or UserId must be provided for the search scope."); + } } /// @@ -70,6 +90,7 @@ public Mem0Provider(HttpClient httpClient, Mem0ProviderOptions? options = null, /// Configured (base address + auth). /// A representing the serialized state of the store. /// Optional settings for customizing the JSON deserialization process. + /// Provider options. /// Optional logger factory. /// /// @@ -82,45 +103,29 @@ public Mem0Provider(HttpClient httpClient, Mem0ProviderOptions? options = null, /// new Mem0AIContextProvider(httpClient, state); /// /// - public Mem0Provider(HttpClient httpClient, JsonElement serializedState, JsonSerializerOptions? jsonSerializerOptions = null, ILoggerFactory? loggerFactory = null) + public Mem0Provider(HttpClient httpClient, JsonElement serializedState, JsonSerializerOptions? jsonSerializerOptions = null, Mem0ProviderOptions? options = null, ILoggerFactory? loggerFactory = null) { if (string.IsNullOrWhiteSpace(httpClient.BaseAddress?.AbsoluteUri)) { throw new ArgumentException("The HttpClient BaseAddress must be set for Mem0 operations.", nameof(httpClient)); } - var jso = jsonSerializerOptions ?? Mem0JsonUtilities.DefaultOptions; - var state = serializedState.Deserialize(jso.GetTypeInfo(typeof(Mem0State))) as Mem0State; - - this.ApplicationId = state?.ApplicationId; - this.AgentId = state?.AgentId; - this.ThreadId = state?.ThreadId; - this.UserId = state?.UserId; - this._contextPrompt = state?.ContextPrompt ?? DefaultContextPrompt; - this._logger = loggerFactory?.CreateLogger(); this._client = new Mem0Client(httpClient); - } - /// - /// Gets or sets an optional ID for the application to scope memories to. - /// - public string? ApplicationId { get; set; } + this._contextPrompt = options?.ContextPrompt ?? DefaultContextPrompt; - /// - /// Gets or sets an optional ID for the agent to scope memories to. - /// - public string? AgentId { get; set; } + var jso = jsonSerializerOptions ?? Mem0JsonUtilities.DefaultOptions; + var state = serializedState.Deserialize(jso.GetTypeInfo(typeof(Mem0State))) as Mem0State; - /// - /// Gets or sets an optional ID for the thread to scope memories to. - /// - public string? ThreadId { get; set; } + if (state == null || state.StorageScope == null || state.SearchScope == null) + { + throw new InvalidOperationException("The Mem0Provider state did not contain the required scope properties."); + } - /// - /// Gets or sets an optional ID for the user to scope memories to. - /// - public string? UserId { get; set; } + this._storageScope = state.StorageScope; + this._searchScope = state.SearchScope; + } /// public override async ValueTask InvokingAsync(InvokingContext context, CancellationToken cancellationToken = default) @@ -134,10 +139,10 @@ public override async ValueTask InvokingAsync(InvokingContext context try { var memories = (await this._client.SearchAsync( - this.ApplicationId, - this.AgentId, - this.ThreadId, - this.UserId, + this._searchScope.ApplicationId, + this._searchScope.AgentId, + this._searchScope.ThreadId, + this._searchScope.UserId, queryText, cancellationToken).ConfigureAwait(false)).ToList(); @@ -150,20 +155,20 @@ public override async ValueTask InvokingAsync(InvokingContext context this._logger.LogInformation( "Mem0AIContextProvider: Retrieved {Count} memories. ApplicationId: '{ApplicationId}', AgentId: '{AgentId}', ThreadId: '{ThreadId}', UserId: '{UserId}'", memories.Count, - this.ApplicationId, - this.AgentId, - this.ThreadId, - this.UserId); + this._searchScope.ApplicationId, + this._searchScope.AgentId, + this._searchScope.ThreadId, + this._searchScope.UserId); if (outputMessageText is not null) { this._logger.LogTrace( "Mem0AIContextProvider: Search Results\nInput:{Input}\nOutput:{MessageText}\nApplicationId: '{ApplicationId}', AgentId: '{AgentId}', ThreadId: '{ThreadId}', UserId: '{UserId}'", queryText, outputMessageText, - this.ApplicationId, - this.AgentId, - this.ThreadId, - this.UserId); + this._searchScope.ApplicationId, + this._searchScope.AgentId, + this._searchScope.ThreadId, + this._searchScope.UserId); } } @@ -181,10 +186,10 @@ public override async ValueTask InvokingAsync(InvokingContext context this._logger?.LogError( ex, "Mem0AIContextProvider: Failed to search Mem0 for memories due to error. ApplicationId: '{ApplicationId}', AgentId: '{AgentId}', ThreadId: '{ThreadId}', UserId: '{UserId}'", - this.ApplicationId, - this.AgentId, - this.ThreadId, - this.UserId); + this._searchScope.ApplicationId, + this._searchScope.AgentId, + this._searchScope.ThreadId, + this._searchScope.UserId); return new AIContext(); } } @@ -207,10 +212,10 @@ public override async ValueTask InvokedAsync(InvokedContext context, Cancellatio this._logger?.LogError( ex, "Mem0AIContextProvider: Failed to send messages to Mem0 due to error. ApplicationId: '{ApplicationId}', AgentId: '{AgentId}', ThreadId: '{ThreadId}', UserId: '{UserId}'", - this.ApplicationId, - this.AgentId, - this.ThreadId, - this.UserId); + this._storageScope.ApplicationId, + this._storageScope.AgentId, + this._storageScope.ThreadId, + this._storageScope.UserId); } } @@ -220,23 +225,16 @@ public override async ValueTask InvokedAsync(InvokedContext context, Cancellatio /// Cancellation token. public Task ClearStoredMemoriesAsync(CancellationToken cancellationToken = default) => this._client.ClearMemoryAsync( - this.ApplicationId, - this.AgentId, - this.ThreadId, - this.UserId, + this._storageScope.ApplicationId, + this._storageScope.AgentId, + this._storageScope.ThreadId, + this._storageScope.UserId, cancellationToken); /// public override JsonElement Serialize(JsonSerializerOptions? jsonSerializerOptions = null) { - var state = new Mem0State - { - ApplicationId = this.ApplicationId, - AgentId = this.AgentId, - ThreadId = this.ThreadId, - UserId = this.UserId, - ContextPrompt = this._contextPrompt == DefaultContextPrompt ? null : this._contextPrompt - }; + var state = new Mem0State(this._storageScope, this._searchScope); var jso = jsonSerializerOptions ?? Mem0JsonUtilities.DefaultOptions; return JsonSerializer.SerializeToElement(state, jso.GetTypeInfo(typeof(Mem0State))); @@ -262,10 +260,10 @@ private async Task PersistMessagesAsync(IEnumerable messages, Cance } await this._client.CreateMemoryAsync( - this.ApplicationId, - this.AgentId, - this.ThreadId, - this.UserId, + this._storageScope.ApplicationId, + this._storageScope.AgentId, + this._storageScope.ThreadId, + this._storageScope.UserId, message.Text, message.Role.Value, cancellationToken).ConfigureAwait(false); @@ -274,10 +272,14 @@ await this._client.CreateMemoryAsync( internal sealed class Mem0State { - public string? ApplicationId { get; set; } - public string? AgentId { get; set; } - public string? UserId { get; set; } - public string? ThreadId { get; set; } - public string? ContextPrompt { get; set; } + [JsonConstructor] + public Mem0State(Mem0ProviderScope storageScope, Mem0ProviderScope searchScope) + { + this.StorageScope = storageScope; + this.SearchScope = searchScope; + } + + public Mem0ProviderScope StorageScope { get; set; } + public Mem0ProviderScope SearchScope { get; set; } } } diff --git a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderOptions.cs b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderOptions.cs index f9987698a88..34b0392bec2 100644 --- a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderOptions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderOptions.cs @@ -5,35 +5,8 @@ namespace Microsoft.Agents.AI.Mem0; /// /// Options for configuring the . /// -/// -/// Mem0 memories can be scoped by one or more of: application, agent, thread, and user. -/// At least one scope must be provided; otherwise Mem0 will reject requests. -/// public sealed class Mem0ProviderOptions { - /// - /// Gets or sets an optional ID for the application to scope memories to. - /// - /// If not set, the scope of the memories will span all applications. - public string? ApplicationId { get; set; } - - /// - /// Gets or sets an optional ID for the agent to scope memories to. - /// - /// If not set, the scope of the memories will span all agents. - public string? AgentId { get; set; } - - /// - /// Gets or sets an optional ID for the thread to scope memories to. - /// - public string? ThreadId { get; set; } - - /// - /// Gets or sets an optional ID for the user to scope memories to. - /// - /// If not set, the scope of the memories will span all users. - public string? UserId { get; set; } - /// /// When providing memories to the model, this string is prefixed to the retrieved memories to supply context. /// diff --git a/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderScope.cs b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderScope.cs new file mode 100644 index 00000000000..ff47549b399 --- /dev/null +++ b/dotnet/src/Microsoft.Agents.AI.Mem0/Mem0ProviderScope.cs @@ -0,0 +1,57 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Shared.Diagnostics; + +namespace Microsoft.Agents.AI.Mem0; + +/// +/// Allows scoping of memories for the . +/// +/// +/// Mem0 memories can be scoped by one or more of: application, agent, thread, and user. +/// At least one scope must be provided; otherwise Mem0 will reject requests. +/// +public sealed class Mem0ProviderScope +{ + /// + /// Initializes a new instance of the class. + /// + public Mem0ProviderScope() { } + + /// + /// Initializes a new instance of the class by cloning an existing scope. + /// + /// The scope to clone. + public Mem0ProviderScope(Mem0ProviderScope sourceScope) + { + Throw.IfNull(sourceScope); + + this.ApplicationId = sourceScope.ApplicationId; + this.AgentId = sourceScope.AgentId; + this.ThreadId = sourceScope.ThreadId; + this.UserId = sourceScope.UserId; + } + + /// + /// Gets or sets an optional ID for the application to scope memories to. + /// + /// If not set, the scope of the memories will span all applications. + public string? ApplicationId { get; set; } + + /// + /// Gets or sets an optional ID for the agent to scope memories to. + /// + /// If not set, the scope of the memories will span all agents. + public string? AgentId { get; set; } + + /// + /// Gets or sets an optional ID for the thread to scope memories to. + /// + public string? ThreadId { get; set; } + + /// + /// Gets or sets an optional ID for the user to scope memories to. + /// + /// If not set, the scope of the memories will span all users. + public string? UserId { get; set; } +} diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/ProviderTemplate.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/ProviderTemplate.cs index a80abfc2a79..d09e7ff1825 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/ProviderTemplate.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/ProviderTemplate.cs @@ -110,7 +110,8 @@ public static Workflow CreateWorkflow( } - this.Write("\n\n // Build the workflow\n return builder.Build();\n }\n}\n"); + this.Write("\n\n // Build the workflow\n return builder.Build(validateOrphans: fal" + + "se);\n }\n}\n"); return this.GenerationEnvironment.ToString(); } } diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/ProviderTemplate.tt b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/ProviderTemplate.tt index 4050e368cd4..8de0ba466d4 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/ProviderTemplate.tt +++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/CodeGen/ProviderTemplate.tt @@ -70,6 +70,6 @@ foreach (string edge in ByLine(this.Edges)) #> // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } } diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowActionVisitor.cs b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowActionVisitor.cs index a4ba035d6cb..de90787cfdf 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowActionVisitor.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Interpreter/WorkflowActionVisitor.cs @@ -52,7 +52,7 @@ public Workflow Complete() this._workflowModel.Build(builder); // Build final workflow - return builder.WorkflowBuilder.Build(); + return builder.WorkflowBuilder.Build(validateOrphans: false); } protected override void Visit(ActionScope item) diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj index b3b2a86ab46..7db0b0d9419 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj +++ b/dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj @@ -35,7 +35,7 @@ - + diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/AIAgentBinding.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/AIAgentBinding.cs index 171f7d9eec6..4897189d90d 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/AIAgentBinding.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/AIAgentBinding.cs @@ -11,7 +11,7 @@ namespace Microsoft.Agents.AI.Workflows; /// The AI agent. /// Specifies whether the agent should emit events. If null, the default behavior is applied. public record AIAgentBinding(AIAgent Agent, bool EmitEvents = false) - : ExecutorBinding(Throw.IfNull(Agent).Name ?? Throw.IfNull(Agent.Id), + : ExecutorBinding(Throw.IfNull(Agent).GetDescriptiveId(), (_) => new(new AIAgentHostExecutor(Agent, EmitEvents)), typeof(AIAgentHostExecutor), Agent) diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/AgentWorkflowBuilder.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/AgentWorkflowBuilder.cs index 81d254aa53c..41f0d834f00 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/AgentWorkflowBuilder.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/AgentWorkflowBuilder.cs @@ -127,7 +127,7 @@ private static Workflow BuildConcurrentCore( // provenance tracking exposed in the workflow context passed to a handler. ExecutorBinding[] agentExecutors = (from agent in agents select (ExecutorBinding)new AgentRunStreamingExecutor(agent, includeInputInOutput: false)).ToArray(); ExecutorBinding[] accumulators = [.. from agent in agentExecutors select (ExecutorBinding)new CollectChatMessagesExecutor($"Batcher/{agent.Id}")]; - builder.AddFanOutEdge(start, targets: agentExecutors); + builder.AddFanOutEdge(start, agentExecutors); for (int i = 0; i < agentExecutors.Length; i++) { builder.AddEdge(agentExecutors[i], accumulators[i]); @@ -143,7 +143,7 @@ private static Workflow BuildConcurrentCore( ExecutorBinding end = endFactory.BindExecutor(ConcurrentEndExecutor.ExecutorId); - builder.AddFanInEdge(end, sources: accumulators); + builder.AddFanInEdge(accumulators, end); builder = builder.WithOutputFrom(end); if (workflowName is not null) diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/IWorkflowExecutionEnvironment.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/IWorkflowExecutionEnvironment.cs index d1906e0df26..b8e8b37fa55 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/IWorkflowExecutionEnvironment.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/IWorkflowExecutionEnvironment.cs @@ -12,14 +12,15 @@ namespace Microsoft.Agents.AI.Workflows; public interface IWorkflowExecutionEnvironment { /// - /// Initiates a streaming run of the specified workflow without sending any initial input. + /// Initiates a streaming run of the specified workflow without sending any initial input. Note that the starting + /// will not be invoked until an input message is received. /// /// The workflow to execute. Cannot be null. /// An optional identifier for the run. If null, a new run identifier will be generated. /// A cancellation token that can be used to cancel the streaming operation. /// A ValueTask that represents the asynchronous operation. The result contains a StreamingRun object for accessing /// the streamed workflow output. - ValueTask StreamAsync(Workflow workflow, string? runId = null, CancellationToken cancellationToken = default); + ValueTask OpenStreamAsync(Workflow workflow, string? runId = null, CancellationToken cancellationToken = default); /// /// Initiates an asynchronous streaming execution using the specified input. diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/InProc/InProcessExecutionEnvironment.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/InProc/InProcessExecutionEnvironment.cs index 1bbed760db7..a4d40ff1277 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/InProc/InProcessExecutionEnvironment.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/InProc/InProcessExecutionEnvironment.cs @@ -37,7 +37,7 @@ internal ValueTask ResumeRunAsync(Workflow workflow, ICheckpoint } /// - public async ValueTask StreamAsync( + public async ValueTask OpenStreamAsync( Workflow workflow, string? runId = null, CancellationToken cancellationToken = default) diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/InProcessExecution.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/InProcessExecution.cs index fe88f7ffff3..dc110e75700 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/InProcessExecution.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/InProcessExecution.cs @@ -41,9 +41,9 @@ public static class InProcessExecution /// internal static InProcessExecutionEnvironment Subworkflow { get; } = new(ExecutionMode.Subworkflow); - /// - public static ValueTask StreamAsync(Workflow workflow, string? runId = null, CancellationToken cancellationToken = default) - => Default.StreamAsync(workflow, runId, cancellationToken); + /// + public static ValueTask OpenStreamAsync(Workflow workflow, string? runId = null, CancellationToken cancellationToken = default) + => Default.OpenStreamAsync(workflow, runId, cancellationToken); /// public static ValueTask StreamAsync(Workflow workflow, TInput input, string? runId = null, CancellationToken cancellationToken = default) where TInput : notnull diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/AIAgentHostExecutor.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/AIAgentHostExecutor.cs index cd8386a2686..0a887013a33 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/AIAgentHostExecutor.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/Specialized/AIAgentHostExecutor.cs @@ -14,7 +14,7 @@ internal sealed class AIAgentHostExecutor : ChatProtocolExecutor private readonly AIAgent _agent; private AgentThread? _thread; - public AIAgentHostExecutor(AIAgent agent, bool emitEvents = false) : base(id: agent.Id) + public AIAgentHostExecutor(AIAgent agent, bool emitEvents = false) : base(id: agent.GetDescriptiveId()) { this._agent = agent; this._emitEvents = emitEvents; diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/SwitchBuilder.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/SwitchBuilder.cs index e1806509351..b8cd6b6e78f 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/SwitchBuilder.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/SwitchBuilder.cs @@ -84,7 +84,7 @@ internal WorkflowBuilder ReduceToFanOut(WorkflowBuilder builder, ExecutorBinding List<(Func Predicate, HashSet OutgoingIndicies)> caseMap = this._caseMap; HashSet defaultIndicies = this._defaultIndicies; - return builder.AddFanOutEdge(source, CasePartitioner, [.. this._executors]); + return builder.AddFanOutEdge(source, this._executors, CasePartitioner); IEnumerable CasePartitioner(object? input, int targetCount) { diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowBuilder.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowBuilder.cs index c277a84b368..674a65f7f6b 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowBuilder.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowBuilder.cs @@ -28,7 +28,7 @@ private readonly record struct EdgeConnection(string SourceId, string TargetId) } private int _edgeCount; - private readonly Dictionary _executors = []; + private readonly Dictionary _executorBindings = []; private readonly Dictionary> _edges = []; private readonly HashSet _unboundExecutors = []; private readonly HashSet _conditionlessConnections = []; @@ -51,51 +51,51 @@ public WorkflowBuilder(ExecutorBinding start) this._startExecutorId = this.Track(start).Id; } - private ExecutorBinding Track(ExecutorBinding registration) + private ExecutorBinding Track(ExecutorBinding binding) { // If the executor is unbound, create an entry for it, unless it already exists. // Otherwise, update the entry for it, and remove the unbound tag - if (registration.IsPlaceholder && !this._executors.ContainsKey(registration.Id)) + if (binding.IsPlaceholder && !this._executorBindings.ContainsKey(binding.Id)) { // If this is an unbound executor, we need to track it separately - this._unboundExecutors.Add(registration.Id); + this._unboundExecutors.Add(binding.Id); } - else if (!registration.IsPlaceholder) + else if (!binding.IsPlaceholder) { // If there is already a bound executor with this ID, we need to validate (to best efforts) // that the two are matching (at least based on type) - if (this._executors.TryGetValue(registration.Id, out ExecutorBinding? existing)) + if (this._executorBindings.TryGetValue(binding.Id, out ExecutorBinding? existing)) { - if (existing.ExecutorType != registration.ExecutorType) + if (existing.ExecutorType != binding.ExecutorType) { throw new InvalidOperationException( - $"Cannot bind executor with ID '{registration.Id}' because an executor with the same ID but a different type ({existing.ExecutorType.Name} vs {registration.ExecutorType.Name}) is already bound."); + $"Cannot bind executor with ID '{binding.Id}' because an executor with the same ID but a different type ({existing.ExecutorType.Name} vs {binding.ExecutorType.Name}) is already bound."); } if (existing.RawValue is not null && - !ReferenceEquals(existing.RawValue, registration.RawValue)) + !ReferenceEquals(existing.RawValue, binding.RawValue)) { throw new InvalidOperationException( - $"Cannot bind executor with ID '{registration.Id}' because an executor with the same ID but different instance is already bound."); + $"Cannot bind executor with ID '{binding.Id}' because an executor with the same ID but different instance is already bound."); } } else { - this._executors[registration.Id] = registration; - if (this._unboundExecutors.Contains(registration.Id)) + this._executorBindings[binding.Id] = binding; + if (this._unboundExecutors.Contains(binding.Id)) { - this._unboundExecutors.Remove(registration.Id); + this._unboundExecutors.Remove(binding.Id); } } } - if (registration is RequestPortBinding portRegistration) + if (binding is RequestPortBinding portRegistration) { RequestPort port = portRegistration.Port; this._requestPorts[port.Id] = port; } - return registration; + return binding; } /// @@ -272,12 +272,12 @@ public WorkflowBuilder AddEdge(ExecutorBinding source, ExecutorBinding target /// The source executor from which the fan-out edge originates. Cannot be null. /// One or more target executors that will receive the fan-out edge. Cannot be null or empty. /// The current instance of . - public WorkflowBuilder AddFanOutEdge(ExecutorBinding source, params IEnumerable targets) - => this.AddFanOutEdge(source, null, targets); + public WorkflowBuilder AddFanOutEdge(ExecutorBinding source, IEnumerable targets) + => this.AddFanOutEdge(source, targets, null); - internal static Func>? CreateEdgeAssignerFunc(Func>? partitioner) + internal static Func>? CreateTargetAssignerFunc(Func>? targetAssigner) { - if (partitioner is null) + if (targetAssigner is null) { return null; } @@ -289,7 +289,7 @@ public WorkflowBuilder AddFanOutEdge(ExecutorBinding source, params IEnumerable< maybeObj = portableValue.AsType(typeof(T)); } - return partitioner(maybeObj is T typed ? typed : default, count); + return targetAssigner(maybeObj is T typed ? typed : default, count); }; } @@ -300,11 +300,11 @@ public WorkflowBuilder AddFanOutEdge(ExecutorBinding source, params IEnumerable< /// If a partitioner function is provided, it will be used to distribute input across the target /// executors. The order of targets determines their mapping in the partitioning process. /// The source executor from which the fan-out edge originates. Cannot be null. - /// An optional function that determines how input is partitioned among the target executors. - /// If null, messages will route to all targets. /// One or more target executors that will receive the fan-out edge. Cannot be null or empty. /// The current instance of . - public WorkflowBuilder AddFanOutEdge(ExecutorBinding source, Func>? partitioner = null, params IEnumerable targets) + /// An optional function that determines how input is assigned among the target executors. + /// If null, messages will route to all targets. + public WorkflowBuilder AddFanOutEdge(ExecutorBinding source, IEnumerable targets, Func>? targetSelector = null) { Throw.IfNull(source); Throw.IfNull(targets); @@ -321,7 +321,7 @@ public WorkflowBuilder AddFanOutEdge(ExecutorBinding source, Func(ExecutorBinding source, FuncThis method establishes a fan-in relationship, allowing the target executor to be activated /// based on the completion or state of multiple sources. The trigger parameter can be used to customize activation /// behavior. - /// The target executor that receives input from the specified source executors. Cannot be null. /// One or more source executors that provide input to the target. Cannot be null or empty. + /// The target executor that receives input from the specified source executors. Cannot be null. /// The current instance of . - public WorkflowBuilder AddFanInEdge(ExecutorBinding target, params IEnumerable sources) + public WorkflowBuilder AddFanInEdge(IEnumerable sources, ExecutorBinding target) { Throw.IfNull(target); Throw.IfNull(sources); @@ -364,24 +364,91 @@ public WorkflowBuilder AddFanInEdge(ExecutorBinding target, params IEnumerable + [Obsolete("Use AddFanInEdge(IEnumerable, ExecutorBinding) instead.")] + public WorkflowBuilder AddFanInEdge(ExecutorBinding target, params IEnumerable sources) + => this.AddFanInEdge(sources, target); + + private void Validate(bool validateOrphans) { + // Check that there are no "unbound" (defined as placeholders that have not been replaced by real bindings) + // executors. if (this._unboundExecutors.Count > 0) { throw new InvalidOperationException( $"Workflow cannot be built because there are unbound executors: {string.Join(", ", this._unboundExecutors)}."); } - // TODO: This is likely a pipe-dream, but can we do any type-checking on the edges? (Not without instantiating the executors...) + // Make sure that all nodes are connected to the start executor (transitively) + HashSet remainingExecutors = new(this._executorBindings.Keys); + Queue toVisit = new([this._startExecutorId]); + + if (!validateOrphans) + { + return; + } + + while (toVisit.Count > 0) + { + string currentId = toVisit.Dequeue(); + bool unvisited = remainingExecutors.Remove(currentId); + + if (unvisited && + this._edges.TryGetValue(currentId, out HashSet? outgoingEdges)) + { + foreach (Edge edge in outgoingEdges) + { + switch (edge.Data) + { + case DirectEdgeData directEdgeData: + toVisit.Enqueue(directEdgeData.SinkId); + break; + case FanOutEdgeData fanOutEdgeData: + foreach (string targetId in fanOutEdgeData.SinkIds) + { + toVisit.Enqueue(targetId); + } + break; + case FanInEdgeData fanInEdgeData: + toVisit.Enqueue(fanInEdgeData.SinkId); + break; + } + + // Ideally we would be able to validate that the types accepted by the target executor(s) are compatible + // with those produced by the source executor. However, this is not possible at this time for a number of + // reasons: + // + // - Right now we do not require users to specify the types produced by Executors exhaustively. This will + // likely change at some point in the future as part of implementing support for polymorphism in message + // handling. Until then it cannot be clear what types are produced by an upstream Executor. + // - Edges with conditionals / target selectors can route messages + // - We intend to expand the API surface of FanIn edges to allow different aggregation and synchronization + // strategies; this could introduce type transformations which we may not be able to validate here. + // - All of the above seem like they can be solved with some effort, but the biggest blocker is that we + // currently support async Executor factories, and Executors register message handlers at runtime, so we + // cannot know which types they accept until they are instantiated, and we cannot instantiate them at + // build time because we are in an obligate (for DI-compatibility) synchronous context. + // + // TODO: Revisit the async Executor factory decision if we have a way to deal with "conditional" and + // "target selector-based" routing. + } + } + } + + if (remainingExecutors.Count > 0) + { + throw new InvalidOperationException( + $"Workflow cannot be built because there are unreachable executors: {string.Join(", ", remainingExecutors)}."); + } } - private Workflow BuildInternal(Activity? activity = null) + private Workflow BuildInternal(bool validateOrphans, Activity? activity = null) { activity?.AddEvent(new ActivityEvent(EventNames.BuildStarted)); try { - this.Validate(); + this.Validate(validateOrphans); } catch (Exception ex) when (activity is not null) { @@ -397,7 +464,7 @@ private Workflow BuildInternal(Activity? activity = null) var workflow = new Workflow(this._startExecutorId, this._name, this._description) { - ExecutorBindings = this._executors, + ExecutorBindings = this._executorBindings, Edges = this._edges, Ports = this._requestPorts, OutputExecutors = this._outputExecutors @@ -427,13 +494,15 @@ private Workflow BuildInternal(Activity? activity = null) /// /// Builds and returns a workflow instance. /// + /// Specifies whether workflow validation should check for Executor nodes that are + /// not reachable from the starting executor. /// Thrown if there are unbound executors in the workflow definition, /// or if the start executor is not bound. - public Workflow Build() + public Workflow Build(bool validateOrphans = true) { using Activity? activity = s_activitySource.StartActivity(ActivityNames.WorkflowBuild); - var workflow = this.BuildInternal(activity); + var workflow = this.BuildInternal(validateOrphans, activity); activity?.AddEvent(new ActivityEvent(EventNames.BuildCompleted)); diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowBuilderExtensions.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowBuilderExtensions.cs index e338f73fc62..c702cf9ece7 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowBuilderExtensions.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowBuilderExtensions.cs @@ -22,10 +22,10 @@ public static class WorkflowBuilderExtensions /// The type of message to forward. /// The to which the edges will be added. /// The source executor from which messages will be forwarded. - /// The target executors to which messages will be forwarded. + /// The target executor to which messages will be forwarded. /// The updated instance. - public static WorkflowBuilder ForwardMessage(this WorkflowBuilder builder, ExecutorBinding source, params IEnumerable executors) - => builder.ForwardMessage(source, condition: null, executors); + public static WorkflowBuilder ForwardMessage(this WorkflowBuilder builder, ExecutorBinding source, ExecutorBinding target) + => builder.ForwardMessage(source, [target], condition: null); /// /// Adds edges to the workflow that forward messages of the specified type from the source executor to @@ -34,26 +34,38 @@ public static WorkflowBuilder ForwardMessage(this WorkflowBuilder buil /// The type of message to forward. /// The to which the edges will be added. /// The source executor from which messages will be forwarded. + /// The target executors to which messages will be forwarded. + /// The updated instance. + public static WorkflowBuilder ForwardMessage(this WorkflowBuilder builder, ExecutorBinding source, IEnumerable targets) + => builder.ForwardMessage(source, targets, condition: null); + + /// + /// Adds edges to the workflow that forward messages of the specified type from the source executor to + /// one or more target executors. + /// + /// The type of message to forward. + /// The to which the edges will be added. + /// The source executor from which messages will be forwarded. + /// The target executors to which messages will be forwarded. /// An optional condition that messages must satisfy to be forwarded. If , /// all messages of type will be forwarded. - /// The target executors to which messages will be forwarded. /// The updated instance. - public static WorkflowBuilder ForwardMessage(this WorkflowBuilder builder, ExecutorBinding source, Func? condition = null, params IEnumerable executors) + public static WorkflowBuilder ForwardMessage(this WorkflowBuilder builder, ExecutorBinding source, IEnumerable targets, Func? condition = null) { - Throw.IfNull(executors); + Throw.IfNull(targets); Func predicate = WorkflowBuilder.CreateConditionFunc(IsAllowedTypeAndMatchingCondition)!; #if NET - if (executors.TryGetNonEnumeratedCount(out int count) && count == 1) + if (targets.TryGetNonEnumeratedCount(out int count) && count == 1) #else - if (executors is ICollection { Count: 1 }) + if (targets is ICollection { Count: 1 }) #endif { - return builder.AddEdge(source, executors.First(), predicate); + return builder.AddEdge(source, targets.First(), predicate); } - return builder.AddSwitch(source, (switch_) => switch_.AddCase(predicate, executors)); + return builder.AddSwitch(source, (switch_) => switch_.AddCase(predicate, targets)); // The reason we can check for "not null" here is that CreateConditionFunc will do the correct unwrapping // logic for PortableValues. @@ -66,24 +78,35 @@ public static WorkflowBuilder ForwardMessage(this WorkflowBuilder buil /// The type of messages to exclude from being forwarded to the executors. /// The instance to which the edges will be added. /// The source executor from which messages will be forwarded. - /// The target executors to which messages, except those of type , will be forwarded. + /// The target executor to which messages, except those of type , will be forwarded. /// The updated instance with the added edges. - public static WorkflowBuilder ForwardExcept(this WorkflowBuilder builder, ExecutorBinding source, params IEnumerable executors) + public static WorkflowBuilder ForwardExcept(this WorkflowBuilder builder, ExecutorBinding source, ExecutorBinding target) + => builder.ForwardExcept(source, [target]); + + /// + /// Adds edges from the specified source to the provided executors, excluding messages of a specified type. + /// + /// The type of messages to exclude from being forwarded to the executors. + /// The instance to which the edges will be added. + /// The source executor from which messages will be forwarded. + /// The target executors to which messages, except those of type , will be forwarded. + /// The updated instance with the added edges. + public static WorkflowBuilder ForwardExcept(this WorkflowBuilder builder, ExecutorBinding source, IEnumerable targets) { - Throw.IfNull(executors); + Throw.IfNull(targets); Func predicate = WorkflowBuilder.CreateConditionFunc((Func)IsAllowedType)!; #if NET - if (executors.TryGetNonEnumeratedCount(out int count) && count == 1) + if (targets.TryGetNonEnumeratedCount(out int count) && count == 1) #else - if (executors is ICollection { Count: 1 }) + if (targets is ICollection { Count: 1 }) #endif { - return builder.AddEdge(source, executors.First(), predicate); + return builder.AddEdge(source, targets.First(), predicate); } - return builder.AddSwitch(source, (switch_) => switch_.AddCase(predicate, executors)); + return builder.AddSwitch(source, (switch_) => switch_.AddCase(predicate, targets)); // The reason we can check for "null" here is that CreateConditionFunc will do the correct unwrapping // logic for PortableValues. @@ -98,11 +121,11 @@ public static WorkflowBuilder ForwardExcept(this WorkflowBuilder build /// executor in the order provided. /// The workflow builder to which the executor chain will be added. /// The initial executor in the chain. Cannot be null. - /// If set to , the same executor can be added to the chain multiple times. - /// An ordered array of executors to be added to the chain after the source. + /// An ordered sequence of executors to be added to the chain after the source. /// The original workflow builder instance with the specified executor chain added. + /// If set to , the same executor can be added to the chain multiple times. /// Thrown if there is a cycle in the chain. - public static WorkflowBuilder AddChain(this WorkflowBuilder builder, ExecutorBinding source, bool allowRepetition = false, params IEnumerable executors) + public static WorkflowBuilder AddChain(this WorkflowBuilder builder, ExecutorBinding source, IList executors, bool allowRepetition = false) { Throw.IfNull(builder); Throw.IfNull(source); diff --git a/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowThread.cs b/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowThread.cs index 7866df5ec6b..ffa044791fd 100644 --- a/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowThread.cs +++ b/dotnet/src/Microsoft.Agents.AI.Workflows/WorkflowThread.cs @@ -153,13 +153,27 @@ IAsyncEnumerable InvokeStageAsync( case AgentRunUpdateEvent agentUpdate: yield return agentUpdate.Update; break; + case RequestInfoEvent requestInfo: FunctionCallContent fcContent = requestInfo.Request.ToFunctionCall(); AgentRunResponseUpdate update = this.CreateUpdate(this.LastResponseId, fcContent); yield return update; break; + case SuperStepCompletedEvent stepCompleted: this.LastCheckpoint = stepCompleted.CompletionInfo?.Checkpoint; + goto default; + + default: + // Emit all other workflow events for observability (DevUI, logging, etc.) + yield return new AgentRunResponseUpdate(ChatRole.Assistant, []) + { + CreatedAt = DateTimeOffset.UtcNow, + MessageId = Guid.NewGuid().ToString("N"), + Role = ChatRole.Assistant, + ResponseId = this.LastResponseId, + RawRepresentation = evt + }; break; } } diff --git a/dotnet/src/Microsoft.Agents.AI/Data/TextSearchProvider.cs b/dotnet/src/Microsoft.Agents.AI/Data/TextSearchProvider.cs index 8cb4582e371..f76629a577b 100644 --- a/dotnet/src/Microsoft.Agents.AI/Data/TextSearchProvider.cs +++ b/dotnet/src/Microsoft.Agents.AI/Data/TextSearchProvider.cs @@ -44,82 +44,72 @@ public sealed class TextSearchProvider : AIContextProvider private readonly ILogger? _logger; private readonly AITool[] _tools; private readonly Queue _recentMessagesText; - private readonly TextSearchProviderOptions _options; private readonly List _recentMessageRolesIncluded; + private readonly int _recentMessageMemoryLimit; + private readonly TextSearchProviderOptions.TextSearchBehavior _searchTime; + private readonly string _contextPrompt; + private readonly string _citationsPrompt; + private readonly Func, string>? _contextFormatter; /// /// Initializes a new instance of the class. /// /// Delegate that executes the search logic. Must not be . - /// Optional configuration options. - /// Optional logger factory. - /// Thrown when is . - public TextSearchProvider(Func>> searchAsync, TextSearchProviderOptions? options = null, ILoggerFactory? loggerFactory = null) - { - this._searchAsync = searchAsync ?? throw new ArgumentNullException(nameof(searchAsync)); - this._options = options ?? new(); - Throw.IfLessThan(this._options.RecentMessageMemoryLimit, 0); - this._logger = loggerFactory?.CreateLogger(); - this._recentMessagesText = new(); - this._recentMessageRolesIncluded = this._options.RecentMessageRolesIncluded ?? [ChatRole.User]; - - // Create the on-demand search tool (only used if behavior is OnDemandFunctionCalling) - this._tools = - [ - AIFunctionFactory.Create( - this.SearchAsync, - name: this._options.FunctionToolName ?? DefaultPluginSearchFunctionName, - description: this._options.FunctionToolDescription ?? DefaultPluginSearchFunctionDescription) - ]; - } - - /// - /// Initializes a new instance of the class from previously serialized state. - /// - /// Delegate that executes the search logic. Must not be . /// A representing the serialized provider state. /// Optional serializer options (unused - source generated context is used). /// Optional configuration options. /// Optional logger factory. /// Thrown when is . - /// - /// Only overridden prompts (function name, function description, context prompt, citations prompt) are restored. - /// If a value was not persisted or matches the defaults it will fall back to the built-in defaults. - /// Custom delegates are not serialized. - /// - public TextSearchProvider(Func>> searchAsync, JsonElement serializedState, JsonSerializerOptions? jsonSerializerOptions = null, TextSearchProviderOptions? options = null, ILoggerFactory? loggerFactory = null) + public TextSearchProvider( + Func>> searchAsync, + JsonElement serializedState, + JsonSerializerOptions? jsonSerializerOptions = null, + TextSearchProviderOptions? options = null, + ILoggerFactory? loggerFactory = null) { - this._searchAsync = searchAsync ?? throw new ArgumentNullException(nameof(searchAsync)); - this._options = options ?? new(); - Throw.IfLessThan(this._options.RecentMessageMemoryLimit, 0); + // Validate and assign parameters + this._searchAsync = Throw.IfNull(searchAsync); this._logger = loggerFactory?.CreateLogger(); - this._recentMessageRolesIncluded = this._options.RecentMessageRolesIncluded ?? [ChatRole.User]; - + this._recentMessageMemoryLimit = Throw.IfLessThan(options?.RecentMessageMemoryLimit ?? 0, 0); + this._recentMessageRolesIncluded = options?.RecentMessageRolesIncluded ?? [ChatRole.User]; + this._searchTime = options?.SearchTime ?? TextSearchProviderOptions.TextSearchBehavior.BeforeAIInvoke; + this._contextPrompt = options?.ContextPrompt ?? DefaultContextPrompt; + this._citationsPrompt = options?.CitationsPrompt ?? DefaultCitationsPrompt; + this._contextFormatter = options?.ContextFormatter; + + // Restore recent messages from serialized state if provided List? restoredMessages = null; - - var state = serializedState.Deserialize(AgentJsonUtilities.DefaultOptions.GetTypeInfo(typeof(TextSearchProviderState))) as TextSearchProviderState; - if (state?.RecentMessagesText is { Count: > 0 }) + if (serializedState.ValueKind is JsonValueKind.Null or JsonValueKind.Undefined) { - restoredMessages = state.RecentMessagesText; + this._recentMessagesText = new(); } + else + { + var jso = jsonSerializerOptions ?? AgentJsonUtilities.DefaultOptions; + var state = serializedState.Deserialize(jso.GetTypeInfo(typeof(TextSearchProviderState))) as TextSearchProviderState; + if (state?.RecentMessagesText is { Count: > 0 }) + { + restoredMessages = state.RecentMessagesText; + } - // Restore recent messages respecting the limit (may truncate if limit changed afterwards). - this._recentMessagesText = restoredMessages is null ? new() : new(restoredMessages.Take(this._options.RecentMessageMemoryLimit)); + // Restore recent messages respecting the limit (may truncate if limit changed afterwards). + this._recentMessagesText = restoredMessages is null ? new() : new(restoredMessages.Take(this._recentMessageMemoryLimit)); + } // Create the on-demand search tool (only used if behavior is OnDemandFunctionCalling) this._tools = [ AIFunctionFactory.Create( this.SearchAsync, - name: this._options.FunctionToolName ?? DefaultPluginSearchFunctionName, - description: this._options.FunctionToolDescription ?? DefaultPluginSearchFunctionDescription) + name: options?.FunctionToolName ?? DefaultPluginSearchFunctionName, + description: options?.FunctionToolDescription ?? DefaultPluginSearchFunctionDescription) ]; } /// public override async ValueTask InvokingAsync(InvokingContext context, CancellationToken cancellationToken = default) { - if (this._options.SearchTime != TextSearchProviderOptions.TextSearchBehavior.BeforeAIInvoke) + if (this._searchTime != TextSearchProviderOptions.TextSearchBehavior.BeforeAIInvoke) { // Expose the search tool for on-demand invocation. return new AIContext { Tools = this._tools }; // No automatic message injection. @@ -171,7 +161,7 @@ public override async ValueTask InvokingAsync(InvokingContext context /// public override ValueTask InvokedAsync(InvokedContext context, CancellationToken cancellationToken = default) { - int limit = this._options.RecentMessageMemoryLimit; + int limit = this._recentMessageMemoryLimit; if (limit <= 0) { return default; // Memory disabled. @@ -220,9 +210,9 @@ public override JsonElement Serialize(JsonSerializerOptions? jsonSerializerOptio { // Only persist values that differ from defaults plus recent memory configuration & messages. TextSearchProviderState state = new(); - if (this._options.RecentMessageMemoryLimit > 0 && this._recentMessagesText.Count > 0) + if (this._recentMessageMemoryLimit > 0 && this._recentMessagesText.Count > 0) { - state.RecentMessagesText = this._recentMessagesText.Take(this._options.RecentMessageMemoryLimit).ToList(); + state.RecentMessagesText = this._recentMessagesText.Take(this._recentMessageMemoryLimit).ToList(); } return JsonSerializer.SerializeToElement(state, AgentJsonUtilities.DefaultOptions.GetTypeInfo(typeof(TextSearchProviderState))); @@ -253,9 +243,9 @@ internal async Task SearchAsync(string userQuestion, CancellationToken c /// Formatted string (may be empty). private string FormatResults(IList results) { - if (this._options.ContextFormatter is not null) + if (this._contextFormatter is not null) { - return this._options.ContextFormatter(results) ?? string.Empty; + return this._contextFormatter(results) ?? string.Empty; } if (results.Count == 0) @@ -264,7 +254,7 @@ private string FormatResults(IList results) } var sb = new StringBuilder(); - sb.AppendLine(this._options.ContextPrompt ?? DefaultContextPrompt); + sb.AppendLine(this._contextPrompt); for (int i = 0; i < results.Count; i++) { var result = results[i]; @@ -279,7 +269,7 @@ private string FormatResults(IList results) sb.AppendLine($"Contents: {result.Text}"); sb.AppendLine("----"); } - sb.AppendLine(this._options.CitationsPrompt ?? DefaultCitationsPrompt); + sb.AppendLine(this._citationsPrompt); sb.AppendLine(); return sb.ToString(); } diff --git a/dotnet/tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj b/dotnet/tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj index f5cafd29758..966ea64020e 100644 --- a/dotnet/tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj +++ b/dotnet/tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj @@ -7,7 +7,7 @@ - + diff --git a/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIAgentTests.cs b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIAgentTests.cs new file mode 100644 index 00000000000..d6388ff7110 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIAgentTests.cs @@ -0,0 +1,344 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Net; +using System.Net.Http; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.AGUI.Shared; +using Microsoft.Extensions.AI; +using Moq; +using Moq.Protected; + +namespace Microsoft.Agents.AI.AGUI.UnitTests; + +/// +/// Unit tests for the class. +/// +public sealed class AGUIAgentTests +{ + [Fact] + public async Task RunAsync_AggregatesStreamingUpdates_ReturnsCompleteMessagesAsync() + { + // Arrange + using HttpClient httpClient = this.CreateMockHttpClient(new BaseEvent[] + { + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new TextMessageStartEvent { MessageId = "msg1", Role = AGUIRoles.Assistant }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new TextMessageContentEvent { MessageId = "msg1", Delta = " World" }, + new TextMessageEndEvent { MessageId = "msg1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + }); + + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + + // Act + AgentRunResponse response = await agent.RunAsync(messages); + + // Assert + Assert.NotNull(response); + Assert.NotEmpty(response.Messages); + ChatMessage message = response.Messages.First(); + Assert.Equal(ChatRole.Assistant, message.Role); + Assert.Equal("Hello World", message.Text); + } + + [Fact] + public async Task RunAsync_WithEmptyUpdateStream_ContainsOnlyMetadataMessagesAsync() + { + // Arrange + using HttpClient httpClient = this.CreateMockHttpClient( + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + ]); + + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + + // Act + AgentRunResponse response = await agent.RunAsync(messages); + + // Assert + Assert.NotNull(response); + // RunStarted and RunFinished events are aggregated into messages by ToChatResponse() + Assert.NotEmpty(response.Messages); + Assert.All(response.Messages, m => Assert.Equal(ChatRole.Assistant, m.Role)); + } + + [Fact] + public async Task RunAsync_WithNullMessages_ThrowsArgumentNullExceptionAsync() + { + // Arrange + using HttpClient httpClient = new(); + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + + // Act & Assert + await Assert.ThrowsAsync(() => agent.RunAsync(messages: null!)); + } + + [Fact] + public async Task RunAsync_WithNullThread_CreatesNewThreadAsync() + { + // Arrange + using HttpClient httpClient = this.CreateMockHttpClient( + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + ]); + + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + + // Act + AgentRunResponse response = await agent.RunAsync(messages, thread: null); + + // Assert + Assert.NotNull(response); + } + + [Fact] + public async Task RunAsync_WithNonAGUIAgentThread_ThrowsInvalidOperationExceptionAsync() + { + // Arrange + using HttpClient httpClient = new(); + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + AgentThread invalidThread = new TestInMemoryAgentThread(); + + // Act & Assert + await Assert.ThrowsAsync(() => agent.RunAsync(messages, thread: invalidThread)); + } + + [Fact] + public async Task RunStreamingAsync_YieldsAllEvents_FromServerStreamAsync() + { + // Arrange + using HttpClient httpClient = this.CreateMockHttpClient( + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new TextMessageStartEvent { MessageId = "msg1", Role = AGUIRoles.Assistant }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new TextMessageEndEvent { MessageId = "msg1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + ]); + + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + + // Act + List updates = []; + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(messages)) + { + // Consume the stream + updates.Add(update); + } + + // Assert + Assert.NotEmpty(updates); + Assert.Contains(updates, u => u.ResponseId != null); // RunStarted sets ResponseId + Assert.Contains(updates, u => u.Contents.Any(c => c is TextContent)); + Assert.Contains(updates, u => u.Contents.Count == 0 && u.ResponseId != null); // RunFinished has no text content + } + + [Fact] + public async Task RunStreamingAsync_WithNullMessages_ThrowsArgumentNullExceptionAsync() + { + // Arrange + using HttpClient httpClient = new(); + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + + // Act & Assert + await Assert.ThrowsAsync(async () => + { + await foreach (var _ in agent.RunStreamingAsync(messages: null!)) + { + // Intentionally empty - consuming stream to trigger exception + } + }); + } + + [Fact] + public async Task RunStreamingAsync_WithNullThread_CreatesNewThreadAsync() + { + // Arrange + using HttpClient httpClient = this.CreateMockHttpClient(new BaseEvent[] + { + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + }); + + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + + // Act + List updates = []; + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(messages, thread: null)) + { + // Consume the stream + updates.Add(update); + } + + // Assert + Assert.NotEmpty(updates); + } + + [Fact] + public async Task RunStreamingAsync_WithNonAGUIAgentThread_ThrowsInvalidOperationExceptionAsync() + { + // Arrange + using HttpClient httpClient = new(); + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + AgentThread invalidThread = new TestInMemoryAgentThread(); + + // Act & Assert + await Assert.ThrowsAsync(async () => + { + await foreach (var _ in agent.RunStreamingAsync(messages, thread: invalidThread)) + { + // Consume the stream + } + }); + } + + [Fact] + public async Task RunStreamingAsync_GeneratesUniqueRunId_ForEachInvocationAsync() + { + // Arrange + List capturedRunIds = []; + using HttpClient httpClient = this.CreateMockHttpClientWithCapture(new BaseEvent[] + { + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + }, capturedRunIds); + + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + + // Act + await foreach (var _ in agent.RunStreamingAsync(messages)) + { + // Consume the stream + } + await foreach (var _ in agent.RunStreamingAsync(messages)) + { + // Consume the stream + } + + // Assert + Assert.Equal(2, capturedRunIds.Count); + Assert.NotEqual(capturedRunIds[0], capturedRunIds[1]); + } + + [Fact] + public async Task RunStreamingAsync_NotifiesThreadOfNewMessages_AfterCompletionAsync() + { + // Arrange + using HttpClient httpClient = this.CreateMockHttpClient( + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new TextMessageStartEvent { MessageId = "msg1", Role = AGUIRoles.Assistant }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new TextMessageEndEvent { MessageId = "msg1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + ]); + + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + AGUIAgentThread thread = new(); + List messages = [new ChatMessage(ChatRole.User, "Test")]; + + // Act + await foreach (var _ in agent.RunStreamingAsync(messages, thread)) + { + // Consume the stream + } + + // Assert + Assert.NotEmpty(thread.MessageStore); + } + + [Fact] + public void DeserializeThread_WithValidState_ReturnsAGUIAgentThread() + { + // Arrange + using var httpClient = new HttpClient(); + AGUIAgent agent = new("agent1", "Test agent", httpClient, "http://localhost/agent"); + AGUIAgentThread originalThread = new() { ThreadId = "test-thread-123" }; + JsonElement serialized = originalThread.Serialize(); + + // Act + AgentThread deserialized = agent.DeserializeThread(serialized); + + // Assert + Assert.NotNull(deserialized); + Assert.IsType(deserialized); + AGUIAgentThread typedThread = (AGUIAgentThread)deserialized; + Assert.Equal("test-thread-123", typedThread.ThreadId); + } + + private HttpClient CreateMockHttpClient(BaseEvent[] events) + { + string sseContent = string.Join("", events.Select(e => + $"data: {JsonSerializer.Serialize(e, AGUIJsonSerializerContext.Default.BaseEvent)}\n\n")); + + Mock handlerMock = new(); + handlerMock + .Protected() + .Setup>( + "SendAsync", + ItExpr.IsAny(), + ItExpr.IsAny()) + .ReturnsAsync(new HttpResponseMessage + { + StatusCode = HttpStatusCode.OK, + Content = new StringContent(sseContent) + }); + + return new HttpClient(handlerMock.Object); + } + + private HttpClient CreateMockHttpClientWithCapture(BaseEvent[] events, List capturedRunIds) + { + string sseContent = string.Join("", events.Select(e => + $"data: {JsonSerializer.Serialize(e, AGUIJsonSerializerContext.Default.BaseEvent)}\n\n")); + + Mock handlerMock = new(); + handlerMock + .Protected() + .Setup>( + "SendAsync", + ItExpr.IsAny(), + ItExpr.IsAny()) + .Returns(async (HttpRequestMessage request, CancellationToken ct) => + { +#if NET + string requestBody = await request.Content!.ReadAsStringAsync(ct).ConfigureAwait(false); +#else + string requestBody = await request.Content!.ReadAsStringAsync().ConfigureAwait(false); +#endif + RunAgentInput? input = JsonSerializer.Deserialize(requestBody, AGUIJsonSerializerContext.Default.RunAgentInput); + if (input != null) + { + capturedRunIds.Add(input.RunId); + } + + return new HttpResponseMessage + { + StatusCode = HttpStatusCode.OK, + Content = new StringContent(sseContent) + }; + }); + + return new HttpClient(handlerMock.Object); + } + + private sealed class TestInMemoryAgentThread : InMemoryAgentThread + { + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIAgentThreadTests.cs b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIAgentThreadTests.cs new file mode 100644 index 00000000000..1ddc39cdfc0 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIAgentThreadTests.cs @@ -0,0 +1,132 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Linq; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.AGUI.UnitTests; + +public sealed class AGUIAgentThreadTests +{ + [Fact] + public void Constructor_WithValidThreadId_DeserializesSuccessfully() + { + // Arrange + const string ThreadId = "thread123"; + AGUIAgentThread originalThread = new() { ThreadId = ThreadId }; + JsonElement serialized = originalThread.Serialize(); + + // Act + AGUIAgentThread deserializedThread = new(serialized); + + // Assert + Assert.Equal(ThreadId, deserializedThread.ThreadId); + } + + [Fact] + public void Constructor_WithMissingThreadId_ThrowsInvalidOperationException() + { + // Arrange + const string Json = """ + {"WrappedState":{}} + """; + JsonElement serialized = JsonSerializer.Deserialize(Json); + + // Act & Assert + Assert.Throws(() => new AGUIAgentThread(serialized)); + } + + [Fact] + public void Constructor_WithMissingWrappedState_ThrowsArgumentException() + { + // Arrange + const string Json = """ + {} + """; + JsonElement serialized = JsonSerializer.Deserialize(Json); + + // Act & Assert + Assert.Throws(() => new AGUIAgentThread(serialized)); + } + + [Fact] + public async Task Constructor_UnwrapsAndRestores_BaseStateAsync() + { + // Arrange + AGUIAgentThread originalThread = new() { ThreadId = "thread1" }; + ChatMessage message = new(ChatRole.User, "Test message"); + await TestAgent.AddMessageToThreadAsync(originalThread, message); + JsonElement serialized = originalThread.Serialize(); + + // Act + AGUIAgentThread deserializedThread = new(serialized); + + // Assert + Assert.Single(deserializedThread.MessageStore); + Assert.Equal("Test message", deserializedThread.MessageStore.First().Text); + } + + [Fact] + public void Serialize_IncludesThreadId_InSerializedState() + { + // Arrange + const string ThreadId = "thread456"; + AGUIAgentThread thread = new() { ThreadId = ThreadId }; + + // Act + JsonElement serialized = thread.Serialize(); + + // Assert + Assert.True(serialized.TryGetProperty("ThreadId", out JsonElement threadIdElement)); + Assert.Equal(ThreadId, threadIdElement.GetString()); + } + + [Fact] + public async Task Serialize_WrapsBaseState_CorrectlyAsync() + { + // Arrange + AGUIAgentThread thread = new() { ThreadId = "thread1" }; + ChatMessage message = new(ChatRole.User, "Test message"); + await TestAgent.AddMessageToThreadAsync(thread, message); + + // Act + JsonElement serialized = thread.Serialize(); + + // Assert + Assert.True(serialized.TryGetProperty("WrappedState", out JsonElement wrappedState)); + Assert.NotEqual(JsonValueKind.Null, wrappedState.ValueKind); + } + + [Fact] + public async Task Serialize_RoundTrip_PreservesThreadIdAndMessagesAsync() + { + // Arrange + const string ThreadId = "thread789"; + AGUIAgentThread originalThread = new() { ThreadId = ThreadId }; + ChatMessage message1 = new(ChatRole.User, "First message"); + ChatMessage message2 = new(ChatRole.Assistant, "Second message"); + await TestAgent.AddMessageToThreadAsync(originalThread, message1); + await TestAgent.AddMessageToThreadAsync(originalThread, message2); + + // Act + JsonElement serialized = originalThread.Serialize(); + AGUIAgentThread deserializedThread = new(serialized); + + // Assert + Assert.Equal(ThreadId, deserializedThread.ThreadId); + Assert.Equal(2, deserializedThread.MessageStore.Count); + Assert.Equal("First message", deserializedThread.MessageStore.ElementAt(0).Text); + Assert.Equal("Second message", deserializedThread.MessageStore.ElementAt(1).Text); + } + + private abstract class TestAgent : AIAgent + { + public static async Task AddMessageToThreadAsync(AgentThread thread, ChatMessage message) + { + await NotifyThreadOfNewMessagesAsync(thread, [message], CancellationToken.None); + } + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIChatMessageExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIChatMessageExtensionsTests.cs new file mode 100644 index 00000000000..d57cac1990a --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIChatMessageExtensionsTests.cs @@ -0,0 +1,188 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using Microsoft.Agents.AI.AGUI.Shared; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.AGUI.UnitTests; + +/// +/// Unit tests for the class. +/// +public sealed class AGUIChatMessageExtensionsTests +{ + [Fact] + public void AsChatMessages_WithEmptyCollection_ReturnsEmptyList() + { + // Arrange + List aguiMessages = []; + + // Act + IEnumerable chatMessages = aguiMessages.AsChatMessages(); + + // Assert + Assert.NotNull(chatMessages); + Assert.Empty(chatMessages); + } + + [Fact] + public void AsChatMessages_WithSingleMessage_ConvertsToChatMessageCorrectly() + { + // Arrange + List aguiMessages = + [ + new AGUIMessage + { + Id = "msg1", + Role = AGUIRoles.User, + Content = "Hello" + } + ]; + + // Act + IEnumerable chatMessages = aguiMessages.AsChatMessages(); + + // Assert + ChatMessage message = Assert.Single(chatMessages); + Assert.Equal(ChatRole.User, message.Role); + Assert.Equal("Hello", message.Text); + } + + [Fact] + public void AsChatMessages_WithMultipleMessages_PreservesOrder() + { + // Arrange + List aguiMessages = + [ + new AGUIMessage { Id = "msg1", Role = AGUIRoles.User, Content = "First" }, + new AGUIMessage { Id = "msg2", Role = AGUIRoles.Assistant, Content = "Second" }, + new AGUIMessage { Id = "msg3", Role = AGUIRoles.User, Content = "Third" } + ]; + + // Act + List chatMessages = aguiMessages.AsChatMessages().ToList(); + + // Assert + Assert.Equal(3, chatMessages.Count); + Assert.Equal("First", chatMessages[0].Text); + Assert.Equal("Second", chatMessages[1].Text); + Assert.Equal("Third", chatMessages[2].Text); + } + + [Fact] + public void AsChatMessages_MapsAllSupportedRoleTypes_Correctly() + { + // Arrange + List aguiMessages = + [ + new AGUIMessage { Id = "msg1", Role = AGUIRoles.System, Content = "System message" }, + new AGUIMessage { Id = "msg2", Role = AGUIRoles.User, Content = "User message" }, + new AGUIMessage { Id = "msg3", Role = AGUIRoles.Assistant, Content = "Assistant message" }, + new AGUIMessage { Id = "msg4", Role = AGUIRoles.Developer, Content = "Developer message" } + ]; + + // Act + List chatMessages = aguiMessages.AsChatMessages().ToList(); + + // Assert + Assert.Equal(4, chatMessages.Count); + Assert.Equal(ChatRole.System, chatMessages[0].Role); + Assert.Equal(ChatRole.User, chatMessages[1].Role); + Assert.Equal(ChatRole.Assistant, chatMessages[2].Role); + Assert.Equal("developer", chatMessages[3].Role.Value); + } + + [Fact] + public void AsAGUIMessages_WithEmptyCollection_ReturnsEmptyList() + { + // Arrange + List chatMessages = []; + + // Act + IEnumerable aguiMessages = chatMessages.AsAGUIMessages(); + + // Assert + Assert.NotNull(aguiMessages); + Assert.Empty(aguiMessages); + } + + [Fact] + public void AsAGUIMessages_WithSingleMessage_ConvertsToAGUIMessageCorrectly() + { + // Arrange + List chatMessages = + [ + new ChatMessage(ChatRole.User, "Hello") { MessageId = "msg1" } + ]; + + // Act + IEnumerable aguiMessages = chatMessages.AsAGUIMessages(); + + // Assert + AGUIMessage message = Assert.Single(aguiMessages); + Assert.Equal("msg1", message.Id); + Assert.Equal(AGUIRoles.User, message.Role); + Assert.Equal("Hello", message.Content); + } + + [Fact] + public void AsAGUIMessages_WithMultipleMessages_PreservesOrder() + { + // Arrange + List chatMessages = + [ + new ChatMessage(ChatRole.User, "First"), + new ChatMessage(ChatRole.Assistant, "Second"), + new ChatMessage(ChatRole.User, "Third") + ]; + + // Act + List aguiMessages = chatMessages.AsAGUIMessages().ToList(); + + // Assert + Assert.Equal(3, aguiMessages.Count); + Assert.Equal("First", aguiMessages[0].Content); + Assert.Equal("Second", aguiMessages[1].Content); + Assert.Equal("Third", aguiMessages[2].Content); + } + + [Fact] + public void AsAGUIMessages_PreservesMessageId_WhenPresent() + { + // Arrange + List chatMessages = + [ + new ChatMessage(ChatRole.User, "Hello") { MessageId = "msg123" } + ]; + + // Act + IEnumerable aguiMessages = chatMessages.AsAGUIMessages(); + + // Assert + AGUIMessage message = Assert.Single(aguiMessages); + Assert.Equal("msg123", message.Id); + } + + [Theory] + [InlineData(AGUIRoles.System, "system")] + [InlineData(AGUIRoles.User, "user")] + [InlineData(AGUIRoles.Assistant, "assistant")] + [InlineData(AGUIRoles.Developer, "developer")] + public void MapChatRole_WithValidRole_ReturnsCorrectChatRole(string aguiRole, string expectedRoleValue) + { + // Arrange & Act + ChatRole role = AGUIChatMessageExtensions.MapChatRole(aguiRole); + + // Assert + Assert.Equal(expectedRoleValue, role.Value); + } + + [Fact] + public void MapChatRole_WithUnknownRole_ThrowsInvalidOperationException() + { + // Arrange & Act & Assert + Assert.Throws(() => AGUIChatMessageExtensions.MapChatRole("unknown")); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIHttpServiceTests.cs b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIHttpServiceTests.cs new file mode 100644 index 00000000000..fb40dc622ef --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIHttpServiceTests.cs @@ -0,0 +1,198 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Linq; +using System.Net; +using System.Net.Http; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.AGUI.Shared; +using Moq; +using Moq.Protected; + +namespace Microsoft.Agents.AI.AGUI.UnitTests; + +/// +/// Unit tests for the class. +/// +public sealed class AGUIHttpServiceTests +{ + [Fact] + public async Task PostRunAsync_SendsRequestAndParsesSSEStream_SuccessfullyAsync() + { + // Arrange + BaseEvent[] events = new BaseEvent[] + { + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new TextMessageStartEvent { MessageId = "msg1", Role = AGUIRoles.Assistant }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new TextMessageEndEvent { MessageId = "msg1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + }; + + HttpClient httpClient = this.CreateMockHttpClient(events, HttpStatusCode.OK); + AGUIHttpService service = new(httpClient, "http://localhost/agent"); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }] + }; + + // Act + List resultEvents = []; + await foreach (BaseEvent evt in service.PostRunAsync(input, CancellationToken.None)) + { + resultEvents.Add(evt); + } + + // Assert + Assert.Equal(5, resultEvents.Count); + Assert.IsType(resultEvents[0]); + Assert.IsType(resultEvents[1]); + Assert.IsType(resultEvents[2]); + Assert.IsType(resultEvents[3]); + Assert.IsType(resultEvents[4]); + } + + [Fact] + public async Task PostRunAsync_WithNonSuccessStatusCode_ThrowsHttpRequestExceptionAsync() + { + // Arrange + HttpClient httpClient = this.CreateMockHttpClient([], HttpStatusCode.InternalServerError); + AGUIHttpService service = new(httpClient, "http://localhost/agent"); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }] + }; + + // Act & Assert + await Assert.ThrowsAsync(async () => + { + await foreach (var _ in service.PostRunAsync(input, CancellationToken.None)) + { + // Consume the stream + } + }); + } + + [Fact] + public async Task PostRunAsync_DeserializesMultipleEventTypes_CorrectlyAsync() + { + // Arrange + BaseEvent[] events = new BaseEvent[] + { + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new RunErrorEvent { Message = "Error occurred", Code = "ERR001" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1", Result = JsonDocument.Parse("\"Success\"").RootElement.Clone() } + }; + + HttpClient httpClient = this.CreateMockHttpClient(events, HttpStatusCode.OK); + AGUIHttpService service = new(httpClient, "http://localhost/agent"); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }] + }; + + // Act + List resultEvents = []; + await foreach (BaseEvent evt in service.PostRunAsync(input, CancellationToken.None)) + { + resultEvents.Add(evt); + } + + // Assert + Assert.Equal(3, resultEvents.Count); + RunStartedEvent startedEvent = Assert.IsType(resultEvents[0]); + Assert.Equal("thread1", startedEvent.ThreadId); + RunErrorEvent errorEvent = Assert.IsType(resultEvents[1]); + Assert.Equal("Error occurred", errorEvent.Message); + RunFinishedEvent finishedEvent = Assert.IsType(resultEvents[2]); + Assert.Equal("Success", finishedEvent.Result?.GetString()); + } + + [Fact] + public async Task PostRunAsync_WithEmptyEventStream_CompletesSuccessfullyAsync() + { + // Arrange + HttpClient httpClient = this.CreateMockHttpClient([], HttpStatusCode.OK); + AGUIHttpService service = new(httpClient, "http://localhost/agent"); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }] + }; + + // Act + List resultEvents = []; + await foreach (BaseEvent evt in service.PostRunAsync(input, CancellationToken.None)) + { + resultEvents.Add(evt); + } + + // Assert + Assert.Empty(resultEvents); + } + + [Fact] + public async Task PostRunAsync_WithCancellationToken_CancelsRequestAsync() + { + // Arrange + CancellationTokenSource cts = new(); + cts.Cancel(); + + Mock handlerMock = new(MockBehavior.Strict); + handlerMock + .Protected() + .Setup>( + "SendAsync", + ItExpr.IsAny(), + ItExpr.IsAny()) + .ThrowsAsync(new TaskCanceledException()); + + HttpClient httpClient = new(handlerMock.Object); + AGUIHttpService service = new(httpClient, "http://localhost/agent"); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }] + }; + + // Act & Assert + await Assert.ThrowsAsync(async () => + { + await foreach (var _ in service.PostRunAsync(input, cts.Token)) + { + // Intentionally empty - consuming stream to trigger cancellation + } + }); + } + + private HttpClient CreateMockHttpClient(BaseEvent[] events, HttpStatusCode statusCode) + { + string sseContent = string.Join("", events.Select(e => + $"data: {JsonSerializer.Serialize(e, AGUIJsonSerializerContext.Default.BaseEvent)}\n\n")); + + Mock handlerMock = new(MockBehavior.Strict); + handlerMock + .Protected() + .Setup>( + "SendAsync", + ItExpr.IsAny(), + ItExpr.IsAny()) + .ReturnsAsync(new HttpResponseMessage + { + StatusCode = statusCode, + Content = new StringContent(sseContent) + }); + + return new HttpClient(handlerMock.Object); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIJsonSerializerContextTests.cs b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIJsonSerializerContextTests.cs new file mode 100644 index 00000000000..f1b1971f201 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AGUIJsonSerializerContextTests.cs @@ -0,0 +1,843 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Linq; +using System.Text.Json; +using Microsoft.Agents.AI.AGUI.Shared; + +namespace Microsoft.Agents.AI.AGUI.UnitTests; + +/// +/// Unit tests for the class and JSON serialization. +/// +public sealed class AGUIJsonSerializerContextTests +{ + [Fact] + public void RunAgentInput_Serializes_WithAllRequiredFields() + { + // Arrange + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }] + }; + + // Act + string json = JsonSerializer.Serialize(input, AGUIJsonSerializerContext.Default.RunAgentInput); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("threadId", out JsonElement threadIdProp)); + Assert.Equal("thread1", threadIdProp.GetString()); + Assert.True(jsonElement.TryGetProperty("runId", out JsonElement runIdProp)); + Assert.Equal("run1", runIdProp.GetString()); + Assert.True(jsonElement.TryGetProperty("messages", out JsonElement messagesProp)); + Assert.Equal(JsonValueKind.Array, messagesProp.ValueKind); + } + + [Fact] + public void RunAgentInput_Deserializes_FromJsonWithRequiredFields() + { + // Arrange + const string Json = """ + { + "threadId": "thread1", + "runId": "run1", + "messages": [ + { + "id": "m1", + "role": "user", + "content": "Test" + } + ] + } + """; + + // Act + RunAgentInput? input = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.RunAgentInput); + + // Assert + Assert.NotNull(input); + Assert.Equal("thread1", input.ThreadId); + Assert.Equal("run1", input.RunId); + Assert.Single(input.Messages); + } + + [Fact] + public void RunAgentInput_HandlesOptionalFields_StateContextAndForwardedProperties() + { + // Arrange + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }], + State = JsonSerializer.SerializeToElement(new { key = "value" }), + Context = new Dictionary { ["ctx1"] = "value1" }, + ForwardedProperties = JsonSerializer.SerializeToElement(new { prop1 = "val1" }) + }; + + // Act + string json = JsonSerializer.Serialize(input, AGUIJsonSerializerContext.Default.RunAgentInput); + RunAgentInput? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.RunAgentInput); + + // Assert + Assert.NotNull(deserialized); + Assert.NotEqual(JsonValueKind.Undefined, deserialized.State.ValueKind); + Assert.Single(deserialized.Context); + Assert.NotEqual(JsonValueKind.Undefined, deserialized.ForwardedProperties.ValueKind); + } + + [Fact] + public void RunAgentInput_ValidatesMinimumMessageCount_MinLengthOne() + { + // Arrange + const string Json = """ + { + "threadId": "thread1", + "runId": "run1", + "messages": [] + } + """; + + // Act + RunAgentInput? input = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.RunAgentInput); + + // Assert + Assert.NotNull(input); + Assert.Empty(input.Messages); + } + + [Fact] + public void RunAgentInput_RoundTrip_PreservesAllData() + { + // Arrange + RunAgentInput original = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = + [ + new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "First" }, + new AGUIMessage { Id = "m2", Role = AGUIRoles.Assistant, Content = "Second" } + ], + Context = new Dictionary { ["key1"] = "value1", ["key2"] = "value2" } + }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.RunAgentInput); + RunAgentInput? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.RunAgentInput); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.ThreadId, deserialized.ThreadId); + Assert.Equal(original.RunId, deserialized.RunId); + Assert.Equal(2, deserialized.Messages.Count()); + Assert.Equal(2, deserialized.Context.Count); + } + + [Fact] + public void RunStartedEvent_Serializes_WithCorrectEventType() + { + // Arrange + RunStartedEvent evt = new() { ThreadId = "thread1", RunId = "run1" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.RunStartedEvent); + + // Assert + Assert.Contains($"\"type\":\"{AGUIEventTypes.RunStarted}\"", json); + } + + [Fact] + public void RunStartedEvent_Includes_ThreadIdAndRunIdInOutput() + { + // Arrange + RunStartedEvent evt = new() { ThreadId = "thread1", RunId = "run1" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.RunStartedEvent); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("threadId", out JsonElement threadIdProp)); + Assert.Equal("thread1", threadIdProp.GetString()); + Assert.True(jsonElement.TryGetProperty("runId", out JsonElement runIdProp)); + Assert.Equal("run1", runIdProp.GetString()); + } + + [Fact] + public void RunStartedEvent_Deserializes_FromJsonCorrectly() + { + // Arrange + const string Json = """ + { + "type": "RUN_STARTED", + "threadId": "thread1", + "runId": "run1" + } + """; + + // Act + RunStartedEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.RunStartedEvent); + + // Assert + Assert.NotNull(evt); + Assert.Equal("thread1", evt.ThreadId); + Assert.Equal("run1", evt.RunId); + } + + [Fact] + public void RunStartedEvent_RoundTrip_PreservesData() + { + // Arrange + RunStartedEvent original = new() { ThreadId = "thread123", RunId = "run456" }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.RunStartedEvent); + RunStartedEvent? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.RunStartedEvent); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.ThreadId, deserialized.ThreadId); + Assert.Equal(original.RunId, deserialized.RunId); + Assert.Equal(original.Type, deserialized.Type); + } + + [Fact] + public void RunFinishedEvent_Serializes_WithCorrectEventType() + { + // Arrange + RunFinishedEvent evt = new() { ThreadId = "thread1", RunId = "run1" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.RunFinishedEvent); + + // Assert + Assert.Contains($"\"type\":\"{AGUIEventTypes.RunFinished}\"", json); + } + + [Fact] + public void RunFinishedEvent_Includes_ThreadIdRunIdAndOptionalResult() + { + // Arrange + RunFinishedEvent evt = new() { ThreadId = "thread1", RunId = "run1", Result = JsonDocument.Parse("\"Success\"").RootElement.Clone() }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.RunFinishedEvent); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("threadId", out JsonElement threadIdProp)); + Assert.Equal("thread1", threadIdProp.GetString()); + Assert.True(jsonElement.TryGetProperty("runId", out JsonElement runIdProp)); + Assert.Equal("run1", runIdProp.GetString()); + Assert.True(jsonElement.TryGetProperty("result", out JsonElement resultProp)); + Assert.Equal("Success", resultProp.GetString()); + } + + [Fact] + public void RunFinishedEvent_Deserializes_FromJsonCorrectly() + { + // Arrange + const string Json = """ + { + "type": "RUN_FINISHED", + "threadId": "thread1", + "runId": "run1", + "result": "Complete" + } + """; + + // Act + RunFinishedEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.RunFinishedEvent); + + // Assert + Assert.NotNull(evt); + Assert.Equal("thread1", evt.ThreadId); + Assert.Equal("run1", evt.RunId); + Assert.Equal("Complete", evt.Result?.GetString()); + } + + [Fact] + public void RunFinishedEvent_RoundTrip_PreservesData() + { + // Arrange + RunFinishedEvent original = new() { ThreadId = "thread1", RunId = "run1", Result = JsonDocument.Parse("\"Done\"").RootElement.Clone() }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.RunFinishedEvent); + RunFinishedEvent? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.RunFinishedEvent); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.ThreadId, deserialized.ThreadId); + Assert.Equal(original.RunId, deserialized.RunId); + Assert.Equal(original.Result?.GetString(), deserialized.Result?.GetString()); + } + + [Fact] + public void RunErrorEvent_Serializes_WithCorrectEventType() + { + // Arrange + RunErrorEvent evt = new() { Message = "Error occurred" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.RunErrorEvent); + + // Assert + Assert.Contains($"\"type\":\"{AGUIEventTypes.RunError}\"", json); + } + + [Fact] + public void RunErrorEvent_Includes_MessageAndOptionalCode() + { + // Arrange + RunErrorEvent evt = new() { Message = "Error occurred", Code = "ERR001" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.RunErrorEvent); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("message", out JsonElement messageProp)); + Assert.Equal("Error occurred", messageProp.GetString()); + Assert.True(jsonElement.TryGetProperty("code", out JsonElement codeProp)); + Assert.Equal("ERR001", codeProp.GetString()); + } + + [Fact] + public void RunErrorEvent_Deserializes_FromJsonCorrectly() + { + // Arrange + const string Json = """ + { + "type": "RUN_ERROR", + "message": "Something went wrong", + "code": "ERR123" + } + """; + + // Act + RunErrorEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.RunErrorEvent); + + // Assert + Assert.NotNull(evt); + Assert.Equal("Something went wrong", evt.Message); + Assert.Equal("ERR123", evt.Code); + } + + [Fact] + public void RunErrorEvent_RoundTrip_PreservesData() + { + // Arrange + RunErrorEvent original = new() { Message = "Test error", Code = "TEST001" }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.RunErrorEvent); + RunErrorEvent? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.RunErrorEvent); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.Message, deserialized.Message); + Assert.Equal(original.Code, deserialized.Code); + } + + [Fact] + public void TextMessageStartEvent_Serializes_WithCorrectEventType() + { + // Arrange + TextMessageStartEvent evt = new() { MessageId = "msg1", Role = AGUIRoles.Assistant }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.TextMessageStartEvent); + + // Assert + Assert.Contains($"\"type\":\"{AGUIEventTypes.TextMessageStart}\"", json); + } + + [Fact] + public void TextMessageStartEvent_Includes_MessageIdAndRole() + { + // Arrange + TextMessageStartEvent evt = new() { MessageId = "msg1", Role = AGUIRoles.Assistant }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.TextMessageStartEvent); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("messageId", out JsonElement msgIdProp)); + Assert.Equal("msg1", msgIdProp.GetString()); + Assert.True(jsonElement.TryGetProperty("role", out JsonElement roleProp)); + Assert.Equal(AGUIRoles.Assistant, roleProp.GetString()); + } + + [Fact] + public void TextMessageStartEvent_Deserializes_FromJsonCorrectly() + { + // Arrange + const string Json = """ + { + "type": "TEXT_MESSAGE_START", + "messageId": "msg1", + "role": "assistant" + } + """; + + // Act + TextMessageStartEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.TextMessageStartEvent); + + // Assert + Assert.NotNull(evt); + Assert.Equal("msg1", evt.MessageId); + Assert.Equal(AGUIRoles.Assistant, evt.Role); + } + + [Fact] + public void TextMessageStartEvent_RoundTrip_PreservesData() + { + // Arrange + TextMessageStartEvent original = new() { MessageId = "msg123", Role = AGUIRoles.User }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.TextMessageStartEvent); + TextMessageStartEvent? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.TextMessageStartEvent); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.MessageId, deserialized.MessageId); + Assert.Equal(original.Role, deserialized.Role); + } + + [Fact] + public void TextMessageContentEvent_Serializes_WithCorrectEventType() + { + // Arrange + TextMessageContentEvent evt = new() { MessageId = "msg1", Delta = "Hello" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.TextMessageContentEvent); + + // Assert + Assert.Contains($"\"type\":\"{AGUIEventTypes.TextMessageContent}\"", json); + } + + [Fact] + public void TextMessageContentEvent_Includes_MessageIdAndDelta() + { + // Arrange + TextMessageContentEvent evt = new() { MessageId = "msg1", Delta = "Hello World" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.TextMessageContentEvent); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("messageId", out JsonElement msgIdProp)); + Assert.Equal("msg1", msgIdProp.GetString()); + Assert.True(jsonElement.TryGetProperty("delta", out JsonElement deltaProp)); + Assert.Equal("Hello World", deltaProp.GetString()); + } + + [Fact] + public void TextMessageContentEvent_Deserializes_FromJsonCorrectly() + { + // Arrange + const string Json = """ + { + "type": "TEXT_MESSAGE_CONTENT", + "messageId": "msg1", + "delta": "Test content" + } + """; + + // Act + TextMessageContentEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.TextMessageContentEvent); + + // Assert + Assert.NotNull(evt); + Assert.Equal("msg1", evt.MessageId); + Assert.Equal("Test content", evt.Delta); + } + + [Fact] + public void TextMessageContentEvent_RoundTrip_PreservesData() + { + // Arrange + TextMessageContentEvent original = new() { MessageId = "msg456", Delta = "Sample text" }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.TextMessageContentEvent); + TextMessageContentEvent? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.TextMessageContentEvent); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.MessageId, deserialized.MessageId); + Assert.Equal(original.Delta, deserialized.Delta); + } + + [Fact] + public void TextMessageEndEvent_Serializes_WithCorrectEventType() + { + // Arrange + TextMessageEndEvent evt = new() { MessageId = "msg1" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.TextMessageEndEvent); + + // Assert + Assert.Contains($"\"type\":\"{AGUIEventTypes.TextMessageEnd}\"", json); + } + + [Fact] + public void TextMessageEndEvent_Includes_MessageId() + { + // Arrange + TextMessageEndEvent evt = new() { MessageId = "msg1" }; + + // Act + string json = JsonSerializer.Serialize(evt, AGUIJsonSerializerContext.Default.TextMessageEndEvent); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("messageId", out JsonElement msgIdProp)); + Assert.Equal("msg1", msgIdProp.GetString()); + } + + [Fact] + public void TextMessageEndEvent_Deserializes_FromJsonCorrectly() + { + // Arrange + const string Json = """ + { + "type": "TEXT_MESSAGE_END", + "messageId": "msg1" + } + """; + + // Act + TextMessageEndEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.TextMessageEndEvent); + + // Assert + Assert.NotNull(evt); + Assert.Equal("msg1", evt.MessageId); + } + + [Fact] + public void TextMessageEndEvent_RoundTrip_PreservesData() + { + // Arrange + TextMessageEndEvent original = new() { MessageId = "msg789" }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.TextMessageEndEvent); + TextMessageEndEvent? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.TextMessageEndEvent); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.MessageId, deserialized.MessageId); + } + + [Fact] + public void AGUIMessage_Serializes_WithIdRoleAndContent() + { + // Arrange + AGUIMessage message = new() { Id = "m1", Role = AGUIRoles.User, Content = "Hello" }; + + // Act + string json = JsonSerializer.Serialize(message, AGUIJsonSerializerContext.Default.AGUIMessage); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("id", out JsonElement idProp)); + Assert.Equal("m1", idProp.GetString()); + Assert.True(jsonElement.TryGetProperty("role", out JsonElement roleProp)); + Assert.Equal(AGUIRoles.User, roleProp.GetString()); + Assert.True(jsonElement.TryGetProperty("content", out JsonElement contentProp)); + Assert.Equal("Hello", contentProp.GetString()); + } + + [Fact] + public void AGUIMessage_Deserializes_FromJsonCorrectly() + { + // Arrange + const string Json = """ + { + "id": "m1", + "role": "user", + "content": "Test message" + } + """; + + // Act + AGUIMessage? message = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.AGUIMessage); + + // Assert + Assert.NotNull(message); + Assert.Equal("m1", message.Id); + Assert.Equal(AGUIRoles.User, message.Role); + Assert.Equal("Test message", message.Content); + } + + [Fact] + public void AGUIMessage_RoundTrip_PreservesData() + { + // Arrange + AGUIMessage original = new() { Id = "msg123", Role = AGUIRoles.Assistant, Content = "Response text" }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.AGUIMessage); + AGUIMessage? deserialized = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.AGUIMessage); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.Id, deserialized.Id); + Assert.Equal(original.Role, deserialized.Role); + Assert.Equal(original.Content, deserialized.Content); + } + + [Fact] + public void AGUIMessage_Validates_RequiredFields() + { + // Arrange + const string Json = """ + { + "id": "m1", + "role": "user", + "content": "Test" + } + """; + + // Act + AGUIMessage? message = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.AGUIMessage); + + // Assert + Assert.NotNull(message); + Assert.NotNull(message.Id); + Assert.NotNull(message.Role); + Assert.NotNull(message.Content); + } + + [Fact] + public void BaseEvent_Deserializes_RunStartedEventAsBaseEvent() + { + // Arrange + const string Json = """ + { + "type": "RUN_STARTED", + "threadId": "thread1", + "runId": "run1" + } + """; + + // Act + BaseEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.BaseEvent); + + // Assert + Assert.NotNull(evt); + Assert.IsType(evt); + } + + [Fact] + public void BaseEvent_Deserializes_RunFinishedEventAsBaseEvent() + { + // Arrange + const string Json = """ + { + "type": "RUN_FINISHED", + "threadId": "thread1", + "runId": "run1" + } + """; + + // Act + BaseEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.BaseEvent); + + // Assert + Assert.NotNull(evt); + Assert.IsType(evt); + } + + [Fact] + public void BaseEvent_Deserializes_RunErrorEventAsBaseEvent() + { + // Arrange + const string Json = """ + { + "type": "RUN_ERROR", + "message": "Error" + } + """; + + // Act + BaseEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.BaseEvent); + + // Assert + Assert.NotNull(evt); + Assert.IsType(evt); + } + + [Fact] + public void BaseEvent_Deserializes_TextMessageStartEventAsBaseEvent() + { + // Arrange + const string Json = """ + { + "type": "TEXT_MESSAGE_START", + "messageId": "msg1", + "role": "assistant" + } + """; + + // Act + BaseEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.BaseEvent); + + // Assert + Assert.NotNull(evt); + Assert.IsType(evt); + } + + [Fact] + public void BaseEvent_Deserializes_TextMessageContentEventAsBaseEvent() + { + // Arrange + const string Json = """ + { + "type": "TEXT_MESSAGE_CONTENT", + "messageId": "msg1", + "delta": "Hello" + } + """; + + // Act + BaseEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.BaseEvent); + + // Assert + Assert.NotNull(evt); + Assert.IsType(evt); + } + + [Fact] + public void BaseEvent_Deserializes_TextMessageEndEventAsBaseEvent() + { + // Arrange + const string Json = """ + { + "type": "TEXT_MESSAGE_END", + "messageId": "msg1" + } + """; + + // Act + BaseEvent? evt = JsonSerializer.Deserialize(Json, AGUIJsonSerializerContext.Default.BaseEvent); + + // Assert + Assert.NotNull(evt); + Assert.IsType(evt); + } + + [Fact] + public void BaseEvent_DistinguishesEventTypes_BasedOnTypeField() + { + // Arrange + string[] jsonEvents = + [ + "{\"type\":\"RUN_STARTED\",\"threadId\":\"t1\",\"runId\":\"r1\"}", + "{\"type\":\"RUN_FINISHED\",\"threadId\":\"t1\",\"runId\":\"r1\"}", + "{\"type\":\"RUN_ERROR\",\"message\":\"err\"}", + "{\"type\":\"TEXT_MESSAGE_START\",\"messageId\":\"m1\",\"role\":\"user\"}", + "{\"type\":\"TEXT_MESSAGE_CONTENT\",\"messageId\":\"m1\",\"delta\":\"hi\"}", + "{\"type\":\"TEXT_MESSAGE_END\",\"messageId\":\"m1\"}" + ]; + + // Act + List events = []; + foreach (string json in jsonEvents) + { + BaseEvent? evt = JsonSerializer.Deserialize(json, AGUIJsonSerializerContext.Default.BaseEvent); + if (evt != null) + { + events.Add(evt); + } + } + + // Assert + Assert.Equal(6, events.Count); + Assert.IsType(events[0]); + Assert.IsType(events[1]); + Assert.IsType(events[2]); + Assert.IsType(events[3]); + Assert.IsType(events[4]); + Assert.IsType(events[5]); + } + + [Fact] + public void AGUIAgentThreadState_Serializes_WithThreadIdAndWrappedState() + { + // Arrange + AGUIAgentThread.AGUIAgentThreadState state = new() + { + ThreadId = "thread1", + WrappedState = JsonSerializer.SerializeToElement(new { test = "data" }) + }; + + // Act + string json = JsonSerializer.Serialize(state, AGUIJsonSerializerContext.Default.AGUIAgentThreadState); + JsonElement jsonElement = JsonSerializer.Deserialize(json); + + // Assert + Assert.True(jsonElement.TryGetProperty("ThreadId", out JsonElement threadIdProp)); + Assert.Equal("thread1", threadIdProp.GetString()); + Assert.True(jsonElement.TryGetProperty("WrappedState", out JsonElement wrappedStateProp)); + Assert.NotEqual(JsonValueKind.Null, wrappedStateProp.ValueKind); + } + + [Fact] + public void AGUIAgentThreadState_Deserializes_FromJsonCorrectly() + { + // Arrange + const string Json = """ + { + "ThreadId": "thread1", + "WrappedState": {"test": "data"} + } + """; + + // Act + AGUIAgentThread.AGUIAgentThreadState? state = JsonSerializer.Deserialize( + Json, + AGUIJsonSerializerContext.Default.AGUIAgentThreadState); + + // Assert + Assert.NotNull(state); + Assert.Equal("thread1", state.ThreadId); + Assert.NotEqual(JsonValueKind.Undefined, state.WrappedState.ValueKind); + } + + [Fact] + public void AGUIAgentThreadState_RoundTrip_PreservesThreadIdAndNestedState() + { + // Arrange + AGUIAgentThread.AGUIAgentThreadState original = new() + { + ThreadId = "thread123", + WrappedState = JsonSerializer.SerializeToElement(new { key1 = "value1", key2 = 42 }) + }; + + // Act + string json = JsonSerializer.Serialize(original, AGUIJsonSerializerContext.Default.AGUIAgentThreadState); + AGUIAgentThread.AGUIAgentThreadState? deserialized = JsonSerializer.Deserialize( + json, + AGUIJsonSerializerContext.Default.AGUIAgentThreadState); + + // Assert + Assert.NotNull(deserialized); + Assert.Equal(original.ThreadId, deserialized.ThreadId); + Assert.Equal(original.WrappedState.GetProperty("key1").GetString(), + deserialized.WrappedState.GetProperty("key1").GetString()); + Assert.Equal(original.WrappedState.GetProperty("key2").GetInt32(), + deserialized.WrappedState.GetProperty("key2").GetInt32()); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AgentRunResponseUpdateAGUIExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AgentRunResponseUpdateAGUIExtensionsTests.cs new file mode 100644 index 00000000000..3afea0a6c96 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/AgentRunResponseUpdateAGUIExtensionsTests.cs @@ -0,0 +1,191 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Text.Json; +using System.Threading.Tasks; +using Microsoft.Agents.AI.AGUI.Shared; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.AGUI.UnitTests; + +public sealed class AgentRunResponseUpdateAGUIExtensionsTests +{ + [Fact] + public async Task AsAgentRunResponseUpdatesAsync_ConvertsRunStartedEvent_ToResponseUpdateWithMetadataAsync() + { + // Arrange + List events = + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" } + ]; + + // Act + List updates = []; + await foreach (AgentRunResponseUpdate update in events.ToAsyncEnumerableAsync().AsAgentRunResponseUpdatesAsync()) + { + updates.Add(update); + } + + // Assert + Assert.Single(updates); + Assert.Equal(ChatRole.Assistant, updates[0].Role); + Assert.Equal("run1", updates[0].ResponseId); + Assert.NotNull(updates[0].CreatedAt); + // ConversationId is stored in the underlying ChatResponseUpdate + ChatResponseUpdate chatUpdate = Assert.IsType(updates[0].RawRepresentation); + Assert.Equal("thread1", chatUpdate.ConversationId); + } + + [Fact] + public async Task AsAgentRunResponseUpdatesAsync_ConvertsRunFinishedEvent_ToResponseUpdateWithMetadataAsync() + { + // Arrange + List events = + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1", Result = JsonSerializer.SerializeToElement("Success") } + ]; + + // Act + List updates = []; + await foreach (AgentRunResponseUpdate update in events.ToAsyncEnumerableAsync().AsAgentRunResponseUpdatesAsync()) + { + updates.Add(update); + } + + // Assert + Assert.Equal(2, updates.Count); + // First update is RunStarted + Assert.Equal(ChatRole.Assistant, updates[0].Role); + Assert.Equal("run1", updates[0].ResponseId); + // Second update is RunFinished + Assert.Equal(ChatRole.Assistant, updates[1].Role); + Assert.Equal("run1", updates[1].ResponseId); + Assert.NotNull(updates[1].CreatedAt); + TextContent content = Assert.IsType(updates[1].Contents[0]); + Assert.Equal("\"Success\"", content.Text); // JSON string representation includes quotes + // ConversationId is stored in the underlying ChatResponseUpdate + ChatResponseUpdate chatUpdate = Assert.IsType(updates[1].RawRepresentation); + Assert.Equal("thread1", chatUpdate.ConversationId); + } + + [Fact] + public async Task AsAgentRunResponseUpdatesAsync_ConvertsRunErrorEvent_ToErrorContentAsync() + { + // Arrange + List events = + [ + new RunErrorEvent { Message = "Error occurred", Code = "ERR001" } + ]; + + // Act + List updates = []; + await foreach (AgentRunResponseUpdate update in events.ToAsyncEnumerableAsync().AsAgentRunResponseUpdatesAsync()) + { + updates.Add(update); + } + + // Assert + Assert.Single(updates); + Assert.Equal(ChatRole.Assistant, updates[0].Role); + ErrorContent content = Assert.IsType(updates[0].Contents[0]); + Assert.Equal("Error occurred", content.Message); + // Code is stored in ErrorCode property + Assert.Equal("ERR001", content.ErrorCode); + } + + [Fact] + public async Task AsAgentRunResponseUpdatesAsync_ConvertsTextMessageSequence_ToTextUpdatesWithCorrectRoleAsync() + { + // Arrange + List events = + [ + new TextMessageStartEvent { MessageId = "msg1", Role = AGUIRoles.Assistant }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new TextMessageContentEvent { MessageId = "msg1", Delta = " World" }, + new TextMessageEndEvent { MessageId = "msg1" } + ]; + + // Act + List updates = []; + await foreach (AgentRunResponseUpdate update in events.ToAsyncEnumerableAsync().AsAgentRunResponseUpdatesAsync()) + { + updates.Add(update); + } + + // Assert + Assert.Equal(2, updates.Count); + Assert.All(updates, u => Assert.Equal(ChatRole.Assistant, u.Role)); + Assert.Equal("Hello", ((TextContent)updates[0].Contents[0]).Text); + Assert.Equal(" World", ((TextContent)updates[1].Contents[0]).Text); + } + + [Fact] + public async Task AsAgentRunResponseUpdatesAsync_WithTextMessageStartWhileMessageInProgress_ThrowsInvalidOperationExceptionAsync() + { + // Arrange + List events = + [ + new TextMessageStartEvent { MessageId = "msg1", Role = AGUIRoles.Assistant }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new TextMessageStartEvent { MessageId = "msg2", Role = AGUIRoles.User } + ]; + + // Act & Assert + await Assert.ThrowsAsync(async () => + { + await foreach (var _ in events.ToAsyncEnumerableAsync().AsAgentRunResponseUpdatesAsync()) + { + // Intentionally empty - consuming stream to trigger exception + } + }); + } + + [Fact] + public async Task AsAgentRunResponseUpdatesAsync_WithTextMessageEndForWrongMessageId_ThrowsInvalidOperationExceptionAsync() + { + // Arrange + List events = + [ + new TextMessageStartEvent { MessageId = "msg1", Role = AGUIRoles.Assistant }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new TextMessageEndEvent { MessageId = "msg2" } + ]; + + // Act & Assert + await Assert.ThrowsAsync(async () => + { + await foreach (var _ in events.ToAsyncEnumerableAsync().AsAgentRunResponseUpdatesAsync()) + { + // Intentionally empty - consuming stream to trigger exception + } + }); + } + + [Fact] + public async Task AsAgentRunResponseUpdatesAsync_MaintainsMessageContext_AcrossMultipleContentEventsAsync() + { + // Arrange + List events = + [ + new TextMessageStartEvent { MessageId = "msg1", Role = AGUIRoles.Assistant }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new TextMessageContentEvent { MessageId = "msg1", Delta = " " }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "World" }, + new TextMessageEndEvent { MessageId = "msg1" } + ]; + + // Act + List updates = []; + await foreach (AgentRunResponseUpdate update in events.ToAsyncEnumerableAsync().AsAgentRunResponseUpdatesAsync()) + { + updates.Add(update); + } + + // Assert + Assert.Equal(3, updates.Count); + Assert.All(updates, u => Assert.Equal(ChatRole.Assistant, u.Role)); + Assert.All(updates, u => Assert.Equal("msg1", u.MessageId)); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/Microsoft.Agents.AI.AGUI.UnitTests.csproj b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/Microsoft.Agents.AI.AGUI.UnitTests.csproj new file mode 100644 index 00000000000..276af004d87 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/Microsoft.Agents.AI.AGUI.UnitTests.csproj @@ -0,0 +1,18 @@ + + + + $(ProjectsTargetFrameworks) + + + + + + + + + + + + + + diff --git a/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/TestHelpers.cs b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/TestHelpers.cs new file mode 100644 index 00000000000..925148b64cd --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.AGUI.UnitTests/TestHelpers.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Threading.Tasks; + +namespace Microsoft.Agents.AI.AGUI.UnitTests; + +internal static class TestHelpers +{ + /// + /// Extension method to convert a synchronous enumerable to an async enumerable for testing purposes. + /// + public static async IAsyncEnumerable ToAsyncEnumerableAsync(this IEnumerable source) + { + foreach (T item in source) + { + yield return item; + await Task.CompletedTask; + } + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/Extensions/PersistentAgentsClientExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Extensions/PersistentAgentsClientExtensionsTests.cs similarity index 99% rename from dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/Extensions/PersistentAgentsClientExtensionsTests.cs rename to dotnet/tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Extensions/PersistentAgentsClientExtensionsTests.cs index 2405cd3347c..56b89d2df87 100644 --- a/dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/Extensions/PersistentAgentsClientExtensionsTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Extensions/PersistentAgentsClientExtensionsTests.cs @@ -13,7 +13,7 @@ using Microsoft.Extensions.AI; using Moq; -namespace Microsoft.Agents.AI.AzureAI.UnitTests.Extensions; +namespace Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.Extensions; public sealed class PersistentAgentsClientExtensionsTests { diff --git a/dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/Microsoft.Agents.AI.AzureAI.UnitTests.csproj b/dotnet/tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.csproj similarity index 78% rename from dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/Microsoft.Agents.AI.AzureAI.UnitTests.csproj rename to dotnet/tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.csproj index a96251098b4..80c00866750 100644 --- a/dotnet/tests/Microsoft.Agents.AI.AzureAI.UnitTests/Microsoft.Agents.AI.AzureAI.UnitTests.csproj +++ b/dotnet/tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.csproj @@ -5,7 +5,7 @@ - + diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/BasicStreamingTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/BasicStreamingTests.cs new file mode 100644 index 00000000000..fdf8c6abad1 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/BasicStreamingTests.cs @@ -0,0 +1,465 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Diagnostics.CodeAnalysis; +using System.Linq; +using System.Net.Http; +using System.Runtime.CompilerServices; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using FluentAssertions; +using Microsoft.Agents.AI.AGUI; +using Microsoft.AspNetCore.Builder; +using Microsoft.AspNetCore.Hosting.Server; +using Microsoft.AspNetCore.TestHost; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; + +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests; + +public sealed class BasicStreamingTests : IAsyncDisposable +{ + private WebApplication? _app; + private HttpClient? _client; + + [Fact] + public async Task ClientReceivesStreamedAssistantMessageAsync() + { + // Arrange + await this.SetupTestServerAsync(); + AGUIAgent agent = new("assistant", "Sample assistant", this._client!, ""); + AgentThread thread = agent.GetNewThread(); + ChatMessage userMessage = new(ChatRole.User, "hello"); + + List updates = []; + + // Act + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync([userMessage], thread, new AgentRunOptions(), CancellationToken.None)) + { + updates.Add(update); + } + + // Assert + InMemoryAgentThread? inMemoryThread = thread.GetService(); + inMemoryThread.Should().NotBeNull(); + inMemoryThread!.MessageStore.Should().HaveCount(2); + inMemoryThread.MessageStore[0].Role.Should().Be(ChatRole.User); + inMemoryThread.MessageStore[0].Text.Should().Be("hello"); + inMemoryThread.MessageStore[1].Role.Should().Be(ChatRole.Assistant); + inMemoryThread.MessageStore[1].Text.Should().Be("Hello from fake agent!"); + + updates.Should().NotBeEmpty(); + updates.Should().AllSatisfy(u => u.Role.Should().Be(ChatRole.Assistant)); + } + + [Fact] + public async Task ClientReceivesRunLifecycleEventsAsync() + { + // Arrange + await this.SetupTestServerAsync(); + AGUIAgent agent = new("assistant", "Sample assistant", this._client!, ""); + AgentThread thread = agent.GetNewThread(); + ChatMessage userMessage = new(ChatRole.User, "test"); + + List updates = []; + + // Act + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync([userMessage], thread, new AgentRunOptions(), CancellationToken.None)) + { + updates.Add(update); + } + + // Assert - RunStarted should be the first update + updates.Should().NotBeEmpty(); + updates[0].ResponseId.Should().NotBeNullOrEmpty(); + ChatResponseUpdate firstUpdate = updates[0].AsChatResponseUpdate(); + string? threadId = firstUpdate.ConversationId; + string? runId = updates[0].ResponseId; + threadId.Should().NotBeNullOrEmpty(); + runId.Should().NotBeNullOrEmpty(); + + // Should have received text updates + updates.Should().Contain(u => !string.IsNullOrEmpty(u.Text)); + + // All text content updates should have the same message ID + List textUpdates = updates.Where(u => !string.IsNullOrEmpty(u.Text)).ToList(); + textUpdates.Should().NotBeEmpty(); + string? firstMessageId = textUpdates.FirstOrDefault()?.MessageId; + firstMessageId.Should().NotBeNullOrEmpty(); + textUpdates.Should().AllSatisfy(u => u.MessageId.Should().Be(firstMessageId)); + + // RunFinished should be the last update + AgentRunResponseUpdate lastUpdate = updates[^1]; + lastUpdate.ResponseId.Should().Be(runId); + ChatResponseUpdate lastChatUpdate = lastUpdate.AsChatResponseUpdate(); + lastChatUpdate.ConversationId.Should().Be(threadId); + } + + [Fact] + public async Task RunAsyncAggregatesStreamingUpdatesAsync() + { + // Arrange + await this.SetupTestServerAsync(); + AGUIAgent agent = new("assistant", "Sample assistant", this._client!, ""); + AgentThread thread = agent.GetNewThread(); + ChatMessage userMessage = new(ChatRole.User, "hello"); + + // Act + AgentRunResponse response = await agent.RunAsync([userMessage], thread, new AgentRunOptions(), CancellationToken.None); + + // Assert + response.Messages.Should().NotBeEmpty(); + response.Messages.Should().Contain(m => m.Role == ChatRole.Assistant); + response.Messages.Should().Contain(m => m.Text == "Hello from fake agent!"); + } + + [Fact] + public async Task MultiTurnConversationPreservesAllMessagesInThreadAsync() + { + // Arrange + await this.SetupTestServerAsync(); + AGUIAgent agent = new("assistant", "Sample assistant", this._client!, ""); + AgentThread thread = agent.GetNewThread(); + ChatMessage firstUserMessage = new(ChatRole.User, "First question"); + + // Act - First turn + List firstTurnUpdates = []; + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync([firstUserMessage], thread, new AgentRunOptions(), CancellationToken.None)) + { + firstTurnUpdates.Add(update); + } + + // Assert first turn completed + firstTurnUpdates.Should().Contain(u => !string.IsNullOrEmpty(u.Text)); + + // Act - Second turn with another message + ChatMessage secondUserMessage = new(ChatRole.User, "Second question"); + List secondTurnUpdates = []; + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync([secondUserMessage], thread, new AgentRunOptions(), CancellationToken.None)) + { + secondTurnUpdates.Add(update); + } + + // Assert second turn completed + secondTurnUpdates.Should().Contain(u => !string.IsNullOrEmpty(u.Text)); + + // Assert - Thread should contain all 4 messages (2 user + 2 assistant) + InMemoryAgentThread? inMemoryThread = thread.GetService(); + inMemoryThread.Should().NotBeNull(); + inMemoryThread!.MessageStore.Should().HaveCount(4); + + // Verify message order and content + inMemoryThread.MessageStore[0].Role.Should().Be(ChatRole.User); + inMemoryThread.MessageStore[0].Text.Should().Be("First question"); + + inMemoryThread.MessageStore[1].Role.Should().Be(ChatRole.Assistant); + inMemoryThread.MessageStore[1].Text.Should().Be("Hello from fake agent!"); + + inMemoryThread.MessageStore[2].Role.Should().Be(ChatRole.User); + inMemoryThread.MessageStore[2].Text.Should().Be("Second question"); + + inMemoryThread.MessageStore[3].Role.Should().Be(ChatRole.Assistant); + inMemoryThread.MessageStore[3].Text.Should().Be("Hello from fake agent!"); + } + + [Fact] + public async Task AgentSendsMultipleMessagesInOneTurnAsync() + { + // Arrange + await this.SetupTestServerAsync(useMultiMessageAgent: true); + AGUIAgent agent = new("assistant", "Sample assistant", this._client!, ""); + AgentThread thread = agent.GetNewThread(); + ChatMessage userMessage = new(ChatRole.User, "Tell me a story"); + + List updates = []; + + // Act + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync([userMessage], thread, new AgentRunOptions(), CancellationToken.None)) + { + updates.Add(update); + } + + // Assert - Should have received text updates with different message IDs + List textUpdates = updates.Where(u => !string.IsNullOrEmpty(u.Text)).ToList(); + textUpdates.Should().NotBeEmpty(); + + // Extract unique message IDs + List messageIds = textUpdates.Select(u => u.MessageId).Where(id => !string.IsNullOrEmpty(id)).Distinct().ToList()!; + messageIds.Should().HaveCountGreaterThan(1, "agent should send multiple messages"); + + // Verify thread contains user message plus multiple assistant messages + InMemoryAgentThread? inMemoryThread = thread.GetService(); + inMemoryThread.Should().NotBeNull(); + inMemoryThread!.MessageStore.Should().HaveCountGreaterThan(2); + inMemoryThread.MessageStore[0].Role.Should().Be(ChatRole.User); + inMemoryThread.MessageStore.Skip(1).Should().AllSatisfy(m => m.Role.Should().Be(ChatRole.Assistant)); + } + + [Fact] + public async Task UserSendsMultipleMessagesAtOnceAsync() + { + // Arrange + await this.SetupTestServerAsync(); + AGUIAgent agent = new("assistant", "Sample assistant", this._client!, ""); + AgentThread thread = agent.GetNewThread(); + + // Multiple user messages sent in one turn + ChatMessage[] userMessages = + [ + new ChatMessage(ChatRole.User, "First part of question"), + new ChatMessage(ChatRole.User, "Second part of question"), + new ChatMessage(ChatRole.User, "Third part of question") + ]; + + List updates = []; + + // Act + await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(userMessages, thread, new AgentRunOptions(), CancellationToken.None)) + { + updates.Add(update); + } + + // Assert - Should have received assistant response + updates.Should().Contain(u => !string.IsNullOrEmpty(u.Text)); + + // Verify thread contains all user messages plus assistant response + InMemoryAgentThread? inMemoryThread = thread.GetService(); + inMemoryThread.Should().NotBeNull(); + inMemoryThread!.MessageStore.Should().HaveCount(4); // 3 user + 1 assistant + + inMemoryThread.MessageStore[0].Role.Should().Be(ChatRole.User); + inMemoryThread.MessageStore[0].Text.Should().Be("First part of question"); + + inMemoryThread.MessageStore[1].Role.Should().Be(ChatRole.User); + inMemoryThread.MessageStore[1].Text.Should().Be("Second part of question"); + + inMemoryThread.MessageStore[2].Role.Should().Be(ChatRole.User); + inMemoryThread.MessageStore[2].Text.Should().Be("Third part of question"); + + inMemoryThread.MessageStore[3].Role.Should().Be(ChatRole.Assistant); + inMemoryThread.MessageStore[3].Text.Should().Be("Hello from fake agent!"); + } + + private async Task SetupTestServerAsync(bool useMultiMessageAgent = false) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + if (useMultiMessageAgent) + { + builder.Services.AddSingleton(); + } + else + { + builder.Services.AddSingleton(); + } + + this._app = builder.Build(); + + AIAgent agent = useMultiMessageAgent + ? this._app.Services.GetRequiredService() + : this._app.Services.GetRequiredService(); + + this._app.MapAGUI("/agent", agent); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + this._client = testServer.CreateClient(); + this._client.BaseAddress = new Uri("http://localhost/agent"); + } + + public async ValueTask DisposeAsync() + { + this._client?.Dispose(); + if (this._app != null) + { + await this._app.DisposeAsync(); + } + } +} + +[SuppressMessage("Performance", "CA1812:Avoid uninstantiated internal classes", Justification = "Instantiated via dependency injection")] +internal sealed class FakeChatClientAgent : AIAgent +{ + private readonly string _agentId; + private readonly string _description; + + public FakeChatClientAgent() + { + this._agentId = "fake-agent"; + this._description = "A fake agent for testing"; + } + + public override string Id => this._agentId; + + public override string? Description => this._description; + + public override AgentThread GetNewThread() + { + return new FakeInMemoryAgentThread(); + } + + public override AgentThread DeserializeThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null) + { + return new FakeInMemoryAgentThread(serializedThread, jsonSerializerOptions); + } + + public override async Task RunAsync( + IEnumerable messages, + AgentThread? thread = null, + AgentRunOptions? options = null, + CancellationToken cancellationToken = default) + { + List updates = []; + await foreach (AgentRunResponseUpdate update in this.RunStreamingAsync(messages, thread, options, cancellationToken).ConfigureAwait(false)) + { + updates.Add(update); + } + + return updates.ToAgentRunResponse(); + } + + public override async IAsyncEnumerable RunStreamingAsync( + IEnumerable messages, + AgentThread? thread = null, + AgentRunOptions? options = null, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + string messageId = Guid.NewGuid().ToString("N"); + + // Simulate streaming a deterministic response + foreach (string chunk in new[] { "Hello", " ", "from", " ", "fake", " ", "agent", "!" }) + { + yield return new AgentRunResponseUpdate + { + MessageId = messageId, + Role = ChatRole.Assistant, + Contents = [new TextContent(chunk)] + }; + + await Task.Yield(); + } + } + + private sealed class FakeInMemoryAgentThread : InMemoryAgentThread + { + public FakeInMemoryAgentThread() + : base() + { + } + + public FakeInMemoryAgentThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null) + : base(serializedThread, jsonSerializerOptions) + { + } + } +} + +[SuppressMessage("Performance", "CA1812:Avoid uninstantiated internal classes", Justification = "Instantiated via dependency injection")] +internal sealed class FakeMultiMessageAgent : AIAgent +{ + private readonly string _agentId; + private readonly string _description; + + public FakeMultiMessageAgent() + { + this._agentId = "fake-multi-message-agent"; + this._description = "A fake agent that sends multiple messages for testing"; + } + + public override string Id => this._agentId; + + public override string? Description => this._description; + + public override AgentThread GetNewThread() + { + return new FakeInMemoryAgentThread(); + } + + public override AgentThread DeserializeThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null) + { + return new FakeInMemoryAgentThread(serializedThread, jsonSerializerOptions); + } + + public override async Task RunAsync( + IEnumerable messages, + AgentThread? thread = null, + AgentRunOptions? options = null, + CancellationToken cancellationToken = default) + { + List updates = []; + await foreach (AgentRunResponseUpdate update in this.RunStreamingAsync(messages, thread, options, cancellationToken).ConfigureAwait(false)) + { + updates.Add(update); + } + + return updates.ToAgentRunResponse(); + } + + public override async IAsyncEnumerable RunStreamingAsync( + IEnumerable messages, + AgentThread? thread = null, + AgentRunOptions? options = null, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + // Simulate sending first message + string messageId1 = Guid.NewGuid().ToString("N"); + foreach (string chunk in new[] { "First", " ", "message" }) + { + yield return new AgentRunResponseUpdate + { + MessageId = messageId1, + Role = ChatRole.Assistant, + Contents = [new TextContent(chunk)] + }; + + await Task.Yield(); + } + + // Simulate sending second message + string messageId2 = Guid.NewGuid().ToString("N"); + foreach (string chunk in new[] { "Second", " ", "message" }) + { + yield return new AgentRunResponseUpdate + { + MessageId = messageId2, + Role = ChatRole.Assistant, + Contents = [new TextContent(chunk)] + }; + + await Task.Yield(); + } + + // Simulate sending third message + string messageId3 = Guid.NewGuid().ToString("N"); + foreach (string chunk in new[] { "Third", " ", "message" }) + { + yield return new AgentRunResponseUpdate + { + MessageId = messageId3, + Role = ChatRole.Assistant, + Contents = [new TextContent(chunk)] + }; + + await Task.Yield(); + } + } + + private sealed class FakeInMemoryAgentThread : InMemoryAgentThread + { + public FakeInMemoryAgentThread() + : base() + { + } + + public FakeInMemoryAgentThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null) + : base(serializedThread, jsonSerializerOptions) + { + } + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests.csproj b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests.csproj new file mode 100644 index 00000000000..61e65fbf599 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests.csproj @@ -0,0 +1,31 @@ + + + + $(ProjectsCoreTargetFrameworks) + $(ProjectsDebugCoreTargetFrameworks) + + + + true + true + + + + + + + + + + + + + + + + + + + + + diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AGUIEndpointRouteBuilderExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AGUIEndpointRouteBuilderExtensionsTests.cs new file mode 100644 index 00000000000..5f5b9fa4ee7 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AGUIEndpointRouteBuilderExtensionsTests.cs @@ -0,0 +1,277 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.IO; +using System.Linq; +using System.Text; +using System.Text.Json; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +using Microsoft.AspNetCore.Builder; +using Microsoft.AspNetCore.Http; +using Microsoft.AspNetCore.Routing; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.Logging; +using Microsoft.Extensions.Logging.Abstractions; +using Moq; + +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests; + +/// +/// Unit tests for the class. +/// +public sealed class AGUIEndpointRouteBuilderExtensionsTests +{ + [Fact] + public void MapAGUIAgent_MapsEndpoint_AtSpecifiedPattern() + { + // Arrange + Mock endpointsMock = new(); + Mock serviceProviderMock = new(); + + endpointsMock.Setup(e => e.ServiceProvider).Returns(serviceProviderMock.Object); + endpointsMock.Setup(e => e.DataSources).Returns([]); + + const string Pattern = "/api/agent"; + AIAgent agent = new TestAgent(); + + // Act + IEndpointConventionBuilder? result = AGUIEndpointRouteBuilderExtensions.MapAGUI(endpointsMock.Object, Pattern, agent); + + // Assert + Assert.NotNull(result); + } + + [Fact] + public async Task MapAGUIAgent_WithNullOrInvalidInput_Returns400BadRequestAsync() + { + // Arrange + DefaultHttpContext context = new(); + context.Request.Body = new MemoryStream(Encoding.UTF8.GetBytes("invalid json")); + context.RequestAborted = CancellationToken.None; + + RequestDelegate handler = this.CreateRequestDelegate((messages, tools, ctx, props) => new TestAgent()); + + // Act + await handler(context); + + // Assert + Assert.Equal(StatusCodes.Status400BadRequest, context.Response.StatusCode); + } + + [Fact] + public async Task MapAGUIAgent_InvokesAgentFactory_WithCorrectMessagesAndContextAsync() + { + // Arrange + List? capturedMessages = null; + IEnumerable>? capturedContext = null; + + AIAgent factory(IEnumerable messages, IEnumerable tools, IEnumerable> context, JsonElement props) + { + capturedMessages = messages.ToList(); + capturedContext = context; + return new TestAgent(); + } + + DefaultHttpContext httpContext = new(); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }], + Context = new Dictionary { ["key1"] = "value1" } + }; + string json = JsonSerializer.Serialize(input, AGUIJsonSerializerContext.Default.RunAgentInput); + httpContext.Request.Body = new MemoryStream(Encoding.UTF8.GetBytes(json)); + httpContext.Response.Body = new MemoryStream(); + + RequestDelegate handler = this.CreateRequestDelegate(factory); + + // Act + await handler(httpContext); + + // Assert + Assert.NotNull(capturedMessages); + Assert.Single(capturedMessages); + Assert.Equal("Test", capturedMessages[0].Text); + Assert.NotNull(capturedContext); + Assert.Contains(capturedContext, kvp => kvp.Key == "key1" && kvp.Value == "value1"); + } + + [Fact] + public async Task MapAGUIAgent_ReturnsSSEResponseStream_WithCorrectContentTypeAsync() + { + // Arrange + DefaultHttpContext httpContext = new(); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }] + }; + string json = JsonSerializer.Serialize(input, AGUIJsonSerializerContext.Default.RunAgentInput); + httpContext.Request.Body = new MemoryStream(Encoding.UTF8.GetBytes(json)); + httpContext.Response.Body = new MemoryStream(); + + RequestDelegate handler = this.CreateRequestDelegate((messages, tools, context, props) => new TestAgent()); + + // Act + await handler(httpContext); + + // Assert + Assert.Equal("text/event-stream", httpContext.Response.ContentType); + } + + [Fact] + public async Task MapAGUIAgent_PassesCancellationToken_ToAgentExecutionAsync() + { + // Arrange + using CancellationTokenSource cts = new(); + cts.Cancel(); + + DefaultHttpContext httpContext = new(); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = [new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "Test" }] + }; + string json = JsonSerializer.Serialize(input, AGUIJsonSerializerContext.Default.RunAgentInput); + httpContext.Request.Body = new MemoryStream(Encoding.UTF8.GetBytes(json)); + httpContext.Response.Body = new MemoryStream(); + httpContext.RequestAborted = cts.Token; + + RequestDelegate handler = this.CreateRequestDelegate((messages, tools, context, props) => new TestAgent()); + + // Act & Assert + await Assert.ThrowsAnyAsync(() => handler(httpContext)); + } + + [Fact] + public async Task MapAGUIAgent_ConvertsInputMessages_ToChatMessagesBeforeFactoryAsync() + { + // Arrange + List? capturedMessages = null; + + AIAgent factory(IEnumerable messages, IEnumerable tools, IEnumerable> context, JsonElement props) + { + capturedMessages = messages.ToList(); + return new TestAgent(); + } + + DefaultHttpContext httpContext = new(); + RunAgentInput input = new() + { + ThreadId = "thread1", + RunId = "run1", + Messages = + [ + new AGUIMessage { Id = "m1", Role = AGUIRoles.User, Content = "First" }, + new AGUIMessage { Id = "m2", Role = AGUIRoles.Assistant, Content = "Second" } + ] + }; + string json = JsonSerializer.Serialize(input, AGUIJsonSerializerContext.Default.RunAgentInput); + httpContext.Request.Body = new MemoryStream(Encoding.UTF8.GetBytes(json)); + httpContext.Response.Body = new MemoryStream(); + + RequestDelegate handler = this.CreateRequestDelegate(factory); + + // Act + await handler(httpContext); + + // Assert + Assert.NotNull(capturedMessages); + Assert.Equal(2, capturedMessages.Count); + Assert.Equal(ChatRole.User, capturedMessages[0].Role); + Assert.Equal("First", capturedMessages[0].Text); + Assert.Equal(ChatRole.Assistant, capturedMessages[1].Role); + Assert.Equal("Second", capturedMessages[1].Text); + } + + private RequestDelegate CreateRequestDelegate( + Func, IEnumerable, IEnumerable>, JsonElement, AIAgent> factory) + { + return async context => + { + CancellationToken cancellationToken = context.RequestAborted; + + RunAgentInput? input; + try + { + input = await JsonSerializer.DeserializeAsync( + context.Request.Body, + AGUIJsonSerializerContext.Default.RunAgentInput, + cancellationToken).ConfigureAwait(false); + } + catch (JsonException) + { + context.Response.StatusCode = StatusCodes.Status400BadRequest; + return; + } + + if (input is null) + { + context.Response.StatusCode = StatusCodes.Status400BadRequest; + return; + } + + IEnumerable messages = input.Messages.AsChatMessages(); + IEnumerable> contextValues = input.Context; + JsonElement forwardedProps = input.ForwardedProperties; + AIAgent agent = factory(messages, [], contextValues, forwardedProps); + + IAsyncEnumerable events = agent.RunStreamingAsync( + messages, + cancellationToken: cancellationToken) + .AsAGUIEventStreamAsync( + input.ThreadId, + input.RunId, + cancellationToken); + + ILogger logger = NullLogger.Instance; + await new AGUIServerSentEventsResult(events, logger).ExecuteAsync(context).ConfigureAwait(false); + }; + } + + private sealed class TestInMemoryAgentThread : InMemoryAgentThread + { + public TestInMemoryAgentThread() + : base() + { + } + + public TestInMemoryAgentThread(JsonElement serializedThreadState, JsonSerializerOptions? jsonSerializerOptions = null) + : base(serializedThreadState, jsonSerializerOptions, null) + { + } + } + + private sealed class TestAgent : AIAgent + { + public override string Id => "test-agent"; + + public override string? Description => "Test agent"; + + public override AgentThread GetNewThread() => new TestInMemoryAgentThread(); + + public override AgentThread DeserializeThread(JsonElement serializedThread, JsonSerializerOptions? jsonSerializerOptions = null) => + new TestInMemoryAgentThread(serializedThread, jsonSerializerOptions); + + public override Task RunAsync(IEnumerable messages, AgentThread? thread = null, AgentRunOptions? options = null, CancellationToken cancellationToken = default) + { + throw new NotImplementedException(); + } + + public override async IAsyncEnumerable RunStreamingAsync( + IEnumerable messages, + AgentThread? thread = null, + AgentRunOptions? options = null, + [System.Runtime.CompilerServices.EnumeratorCancellation] CancellationToken cancellationToken = default) + { + await Task.CompletedTask; + yield return new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, "Test response")); + } + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AGUIServerSentEventsResultTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AGUIServerSentEventsResultTests.cs new file mode 100644 index 00000000000..c2a8fa99989 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AGUIServerSentEventsResultTests.cs @@ -0,0 +1,152 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.IO; +using System.Text; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +using Microsoft.AspNetCore.Http; +using Microsoft.Extensions.Logging; +using Microsoft.Extensions.Logging.Abstractions; + +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests; + +/// +/// Unit tests for the class. +/// +public sealed class AGUIServerSentEventsResultTests +{ + [Fact] + public async Task ExecuteAsync_SetsCorrectResponseHeaders_ContentTypeAndCacheControlAsync() + { + // Arrange + List events = []; + ILogger logger = NullLogger.Instance; + AGUIServerSentEventsResult result = new(events.ToAsyncEnumerableAsync(), logger); + DefaultHttpContext httpContext = new(); + httpContext.Response.Body = new MemoryStream(); + + // Act + await result.ExecuteAsync(httpContext); + + // Assert + Assert.Equal("text/event-stream", httpContext.Response.ContentType); + Assert.Equal("no-cache,no-store", httpContext.Response.Headers.CacheControl.ToString()); + Assert.Equal("no-cache", httpContext.Response.Headers.Pragma.ToString()); + } + + [Fact] + public async Task ExecuteAsync_SerializesEventsInSSEFormat_WithDataPrefixAndNewlinesAsync() + { + // Arrange + List events = + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + ]; + ILogger logger = NullLogger.Instance; + AGUIServerSentEventsResult result = new(events.ToAsyncEnumerableAsync(), logger); + DefaultHttpContext httpContext = new(); + MemoryStream responseStream = new(); + httpContext.Response.Body = responseStream; + + // Act + await result.ExecuteAsync(httpContext); + + // Assert + string responseContent = Encoding.UTF8.GetString(responseStream.ToArray()); + Assert.Contains("data: ", responseContent); + Assert.Contains("\n\n", responseContent); + string[] eventStrings = responseContent.Split("\n\n", StringSplitOptions.RemoveEmptyEntries); + Assert.Equal(2, eventStrings.Length); + } + + [Fact] + public async Task ExecuteAsync_FlushesResponse_AfterEachEventAsync() + { + // Arrange + List events = + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" }, + new RunFinishedEvent { ThreadId = "thread1", RunId = "run1" } + ]; + ILogger logger = NullLogger.Instance; + AGUIServerSentEventsResult result = new(events.ToAsyncEnumerableAsync(), logger); + DefaultHttpContext httpContext = new(); + MemoryStream responseStream = new(); + httpContext.Response.Body = responseStream; + + // Act + await result.ExecuteAsync(httpContext); + + // Assert + string responseContent = Encoding.UTF8.GetString(responseStream.ToArray()); + string[] eventStrings = responseContent.Split("\n\n", StringSplitOptions.RemoveEmptyEntries); + Assert.Equal(3, eventStrings.Length); + } + + [Fact] + public async Task ExecuteAsync_WithEmptyEventStream_CompletesSuccessfullyAsync() + { + // Arrange + List events = []; + ILogger logger = NullLogger.Instance; + AGUIServerSentEventsResult result = new(events.ToAsyncEnumerableAsync(), logger); + DefaultHttpContext httpContext = new(); + httpContext.Response.Body = new MemoryStream(); + + // Act + await result.ExecuteAsync(httpContext); + + // Assert + Assert.Equal(StatusCodes.Status200OK, result.StatusCode); + } + + [Fact] + public async Task ExecuteAsync_RespectsCancellationToken_WhenCancelledAsync() + { + // Arrange + using CancellationTokenSource cts = new(); + List events = + [ + new RunStartedEvent { ThreadId = "thread1", RunId = "run1" }, + new TextMessageContentEvent { MessageId = "msg1", Delta = "Hello" } + ]; + + async IAsyncEnumerable GetEventsWithCancellationAsync() + { + foreach (BaseEvent evt in events) + { + yield return evt; + await Task.Delay(10); + } + } + + ILogger logger = NullLogger.Instance; + AGUIServerSentEventsResult result = new(GetEventsWithCancellationAsync(), logger); + DefaultHttpContext httpContext = new(); + httpContext.Response.Body = new MemoryStream(); + httpContext.RequestAborted = cts.Token; + + // Act + cts.Cancel(); + + // Assert + await Assert.ThrowsAnyAsync(() => result.ExecuteAsync(httpContext)); + } + + [Fact] + public async Task ExecuteAsync_WithNullHttpContext_ThrowsArgumentNullExceptionAsync() + { + // Arrange + List events = []; + ILogger logger = NullLogger.Instance; + AGUIServerSentEventsResult result = new(events.ToAsyncEnumerableAsync(), logger); + + // Act & Assert + await Assert.ThrowsAsync(() => result.ExecuteAsync(null!)); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AgentRunResponseUpdateAGUIExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AgentRunResponseUpdateAGUIExtensionsTests.cs new file mode 100644 index 00000000000..4ecd3fbe791 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/AgentRunResponseUpdateAGUIExtensionsTests.cs @@ -0,0 +1,165 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Linq; +using System.Threading; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.Shared; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests; + +public sealed class AgentRunResponseUpdateAGUIExtensionsTests +{ + [Fact] + public async Task AsAGUIEventStreamAsync_YieldsRunStartedEvent_AtBeginningWithCorrectIdsAsync() + { + // Arrange + const string ThreadId = "thread1"; + const string RunId = "run1"; + List updates = []; + + // Act + List events = []; + await foreach (BaseEvent evt in updates.ToAsyncEnumerableAsync().AsAGUIEventStreamAsync(ThreadId, RunId, CancellationToken.None)) + { + events.Add(evt); + } + + // Assert + Assert.NotEmpty(events); + RunStartedEvent startEvent = Assert.IsType(events.First()); + Assert.Equal(ThreadId, startEvent.ThreadId); + Assert.Equal(RunId, startEvent.RunId); + Assert.Equal(AGUIEventTypes.RunStarted, startEvent.Type); + } + + [Fact] + public async Task AsAGUIEventStreamAsync_YieldsRunFinishedEvent_AtEndWithCorrectIdsAsync() + { + // Arrange + const string ThreadId = "thread1"; + const string RunId = "run1"; + List updates = []; + + // Act + List events = []; + await foreach (BaseEvent evt in updates.ToAsyncEnumerableAsync().AsAGUIEventStreamAsync(ThreadId, RunId, CancellationToken.None)) + { + events.Add(evt); + } + + // Assert + Assert.NotEmpty(events); + RunFinishedEvent finishEvent = Assert.IsType(events.Last()); + Assert.Equal(ThreadId, finishEvent.ThreadId); + Assert.Equal(RunId, finishEvent.RunId); + Assert.Equal(AGUIEventTypes.RunFinished, finishEvent.Type); + } + + [Fact] + public async Task AsAGUIEventStreamAsync_ConvertsTextContentUpdates_ToTextMessageEventsAsync() + { + // Arrange + const string ThreadId = "thread1"; + const string RunId = "run1"; + List updates = + [ + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, "Hello") { MessageId = "msg1" }), + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, " World") { MessageId = "msg1" }) + ]; + + // Act + List events = []; + await foreach (BaseEvent evt in updates.ToAsyncEnumerableAsync().AsAGUIEventStreamAsync(ThreadId, RunId, CancellationToken.None)) + { + events.Add(evt); + } + + // Assert + Assert.Contains(events, e => e is TextMessageStartEvent); + Assert.Contains(events, e => e is TextMessageContentEvent); + Assert.Contains(events, e => e is TextMessageEndEvent); + } + + [Fact] + public async Task AsAGUIEventStreamAsync_GroupsConsecutiveUpdates_WithSameMessageIdAsync() + { + // Arrange + const string ThreadId = "thread1"; + const string RunId = "run1"; + const string MessageId = "msg1"; + List updates = + [ + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, "Hello") { MessageId = MessageId }), + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, " ") { MessageId = MessageId }), + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, "World") { MessageId = MessageId }) + ]; + + // Act + List events = []; + await foreach (BaseEvent evt in updates.ToAsyncEnumerableAsync().AsAGUIEventStreamAsync(ThreadId, RunId, CancellationToken.None)) + { + events.Add(evt); + } + + // Assert + List startEvents = events.OfType().ToList(); + List endEvents = events.OfType().ToList(); + Assert.Single(startEvents); + Assert.Single(endEvents); + Assert.Equal(MessageId, startEvents[0].MessageId); + Assert.Equal(MessageId, endEvents[0].MessageId); + } + + [Fact] + public async Task AsAGUIEventStreamAsync_WithRoleChanges_EmitsProperTextMessageStartEventsAsync() + { + // Arrange + const string ThreadId = "thread1"; + const string RunId = "run1"; + List updates = + [ + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, "Hello") { MessageId = "msg1" }), + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.User, "Hi") { MessageId = "msg2" }) + ]; + + // Act + List events = []; + await foreach (BaseEvent evt in updates.ToAsyncEnumerableAsync().AsAGUIEventStreamAsync(ThreadId, RunId, CancellationToken.None)) + { + events.Add(evt); + } + + // Assert + List startEvents = events.OfType().ToList(); + Assert.Equal(2, startEvents.Count); + Assert.Equal("msg1", startEvents[0].MessageId); + Assert.Equal("msg2", startEvents[1].MessageId); + } + + [Fact] + public async Task AsAGUIEventStreamAsync_EmitsTextMessageEndEvent_WhenMessageIdChangesAsync() + { + // Arrange + const string ThreadId = "thread1"; + const string RunId = "run1"; + List updates = + [ + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, "First") { MessageId = "msg1" }), + new AgentRunResponseUpdate(new ChatResponseUpdate(ChatRole.Assistant, "Second") { MessageId = "msg2" }) + ]; + + // Act + List events = []; + await foreach (BaseEvent evt in updates.ToAsyncEnumerableAsync().AsAGUIEventStreamAsync(ThreadId, RunId, CancellationToken.None)) + { + events.Add(evt); + } + + // Assert + List endEvents = events.OfType().ToList(); + Assert.NotEmpty(endEvents); + Assert.Contains(endEvents, e => e.MessageId == "msg1"); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests.csproj b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests.csproj new file mode 100644 index 00000000000..e6d4459c6eb --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests.csproj @@ -0,0 +1,19 @@ + + + + $(ProjectsCoreTargetFrameworks) + $(ProjectsDebugCoreTargetFrameworks) + + + + + + + + + + + + + + diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/TestHelpers.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/TestHelpers.cs new file mode 100644 index 00000000000..9f023644da5 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/TestHelpers.cs @@ -0,0 +1,21 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Threading.Tasks; + +namespace Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests; + +internal static class TestHelpers +{ + /// + /// Extension method to convert a synchronous enumerable to an async enumerable for testing purposes. + /// + public static async IAsyncEnumerable ToAsyncEnumerableAsync(this IEnumerable source) + { + foreach (T item in source) + { + yield return item; + await Task.CompletedTask; + } + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/AgentInvocationContextTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/AgentInvocationContextTests.cs new file mode 100644 index 00000000000..b6458775bb3 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/AgentInvocationContextTests.cs @@ -0,0 +1,92 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Text.Json; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Unit tests for AgentInvocationContext. +/// +public sealed class AgentInvocationContextTests +{ + [Fact] + public void Constructor_WithIdGenerator_InitializesCorrectly() + { + // Arrange + var idGenerator = new IdGenerator("resp_test123", "conv_test456"); + + // Act + var context = new AgentInvocationContext(idGenerator); + + // Assert + Assert.NotNull(context); + Assert.Same(idGenerator, context.IdGenerator); + Assert.Equal("resp_test123", context.ResponseId); + Assert.Equal("conv_test456", context.ConversationId); + Assert.NotNull(context.JsonSerializerOptions); + } + + [Fact] + public void Constructor_WithoutJsonOptions_UsesDefaultOptions() + { + // Arrange + var idGenerator = new IdGenerator("resp_test", "conv_test"); + + // Act + var context = new AgentInvocationContext(idGenerator); + + // Assert + Assert.NotNull(context.JsonSerializerOptions); + Assert.Same(OpenAIHostingJsonUtilities.DefaultOptions, context.JsonSerializerOptions); + } + + [Fact] + public void Constructor_WithCustomJsonOptions_UsesProvidedOptions() + { + // Arrange + var idGenerator = new IdGenerator("resp_test", "conv_test"); + var customOptions = new JsonSerializerOptions + { + PropertyNameCaseInsensitive = true + }; + + // Act + var context = new AgentInvocationContext(idGenerator, customOptions); + + // Assert + Assert.Same(customOptions, context.JsonSerializerOptions); + } + + [Fact] + public void ResponseId_ReturnsIdGeneratorResponseId() + { + // Arrange + const string ResponseId = "resp_property_test"; + var idGenerator = new IdGenerator(ResponseId, "conv_test"); + var context = new AgentInvocationContext(idGenerator); + + // Act + string result = context.ResponseId; + + // Assert + Assert.Equal(ResponseId, result); + Assert.Equal(idGenerator.ResponseId, result); + } + + [Fact] + public void ConversationId_ReturnsIdGeneratorConversationId() + { + // Arrange + const string ConversationId = "conv_property_test"; + var idGenerator = new IdGenerator("resp_test", ConversationId); + var context = new AgentInvocationContext(idGenerator); + + // Act + string result = context.ConversationId; + + // Assert + Assert.Equal(ConversationId, result); + Assert.Equal(idGenerator.ConversationId, result); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTestBase.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTestBase.cs index eb6de34fff1..ccb86556240 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTestBase.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTestBase.cs @@ -3,6 +3,7 @@ using System; using System.Collections.Generic; using System.IO; +using System.Linq; using System.Net.Http; using System.Text; using System.Text.Json; @@ -22,16 +23,19 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.Tests; /// public abstract class ConformanceTestBase : IAsyncDisposable { - protected const string TracesBasePath = "ConformanceTraces/Responses"; + protected const string TracesBasePath = "ConformanceTraces"; + protected const string ResponsesTracesDirectory = "Responses"; + protected const string ChatCompletionsTracesDirectory = "ChatCompletions"; + private WebApplication? _app; private HttpClient? _httpClient; /// /// Loads a JSON file from the conformance traces directory. /// - protected static string LoadTraceFile(string relativePath) + protected static string LoadTraceFile(string directory, string relativePath) { - var fullPath = Path.Combine(TracesBasePath, relativePath); + var fullPath = Path.Combine(TracesBasePath, directory, relativePath); if (!File.Exists(fullPath)) { @@ -41,12 +45,33 @@ protected static string LoadTraceFile(string relativePath) return File.ReadAllText(fullPath); } + /// + /// Loads a JSON file from the conformance traces directory. + /// + protected static string LoadResponsesTraceFile(string relativePath) + => LoadTraceFile(ResponsesTracesDirectory, relativePath); + + /// + /// Loads a JSON document from the conformance traces directory. + /// + protected static JsonDocument LoadResponsesTraceDocument(string relativePath) + { + var json = LoadResponsesTraceFile(relativePath); + return JsonDocument.Parse(json); + } + + /// + /// Loads a JSON file from the conformance traces directory. + /// + protected static string LoadChatCompletionsTraceFile(string relativePath) + => LoadTraceFile(ChatCompletionsTracesDirectory, relativePath); + /// /// Loads a JSON document from the conformance traces directory. /// - protected static JsonDocument LoadTraceDocument(string relativePath) + protected static JsonDocument LoadChatCompletionsTraceDocument(string relativePath) { - var json = LoadTraceFile(relativePath); + var json = LoadChatCompletionsTraceFile(relativePath); return JsonDocument.Parse(json); } @@ -61,6 +86,20 @@ protected static void AssertJsonPropertyExists(JsonElement element, string prope } } + /// + /// Asserts that a JSON element has any of the passed string values. + /// + protected static void AssertJsonPropertyEquals(JsonElement element, string propertyName, params string[] anyOfValues) + { + AssertJsonPropertyExists(element, propertyName); + var actualValue = element.GetProperty(propertyName).GetString(); + + if (!anyOfValues.Contains(actualValue)) + { + throw new Xunit.Sdk.XunitException($"Property '{propertyName}': expected any of '{string.Join("; ", anyOfValues)}', got '{actualValue}'"); + } + } + /// /// Asserts that a JSON element has a specific string value. /// @@ -75,6 +114,20 @@ protected static void AssertJsonPropertyEquals(JsonElement element, string prope } } + /// + /// Asserts that a JSON element has a specific string value. + /// + protected static void AssertJsonPropertyEquals(JsonElement element, string propertyName, float expectedValue) + { + AssertJsonPropertyExists(element, propertyName); + var actualValue = element.GetProperty(propertyName).GetDouble(); + + if (actualValue != expectedValue) + { + throw new Xunit.Sdk.XunitException($"Property '{propertyName}': expected '{expectedValue}', got '{actualValue}'"); + } + } + /// /// Asserts that a JSON element has a specific integer value. /// @@ -141,10 +194,12 @@ protected async Task CreateTestServerAsync(string agentName, string builder.Services.AddKeyedSingleton("chat-client", mockChatClient); builder.AddAIAgent(agentName, instructions, chatClientServiceKey: "chat-client"); builder.AddOpenAIResponses(); + builder.AddOpenAIChatCompletions(); this._app = builder.Build(); AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); this._app.MapOpenAIResponses(agent); + this._app.MapOpenAIChatCompletions(agent); await this._app.StartAsync(); @@ -175,6 +230,39 @@ protected async Task CreateTestServerAsync( this._app = builder.Build(); AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); this._app.MapOpenAIResponses(agent); + this._app.MapOpenAIChatCompletions(agent); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + this._httpClient = testServer.CreateClient(); + return this._httpClient; + } + + /// + /// Creates a test server with a mock chat client that returns function call content. + /// + protected async Task CreateTestServerWithToolCallAsync( + string agentName, + string instructions, + string functionName, + string arguments) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + IChatClient mockChatClient = new TestHelpers.ToolCallMockChatClient(functionName, arguments); + builder.Services.AddKeyedSingleton("chat-client", mockChatClient); + builder.AddAIAgent(agentName, instructions, chatClientServiceKey: "chat-client"); + builder.AddOpenAIResponses(); + builder.AddOpenAIChatCompletions(); + + this._app = builder.Build(); + AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); + this._app.MapOpenAIResponses(agent); + this._app.MapOpenAIChatCompletions(agent); await this._app.StartAsync(); @@ -188,12 +276,21 @@ protected async Task CreateTestServerAsync( /// /// Sends a POST request with JSON content to the test server. /// - protected async Task SendRequestAsync(HttpClient client, string agentName, string requestJson) + protected async Task SendResponsesRequestAsync(HttpClient client, string agentName, string requestJson) { StringContent content = new(requestJson, Encoding.UTF8, "application/json"); return await client.PostAsync(new Uri($"/{agentName}/v1/responses", UriKind.Relative), content); } + /// + /// Sends a POST request with JSON content to the test server. + /// + protected async Task SendChatCompletionRequestAsync(HttpClient client, string agentName, string requestJson) + { + StringContent content = new(requestJson, Encoding.UTF8, "application/json"); + return await client.PostAsync(new Uri($"/{agentName}/v1/chat/completions", UriKind.Relative), content); + } + /// /// Parses the response JSON and returns a JsonDocument. /// diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/basic/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/basic/request.json new file mode 100644 index 00000000000..0dc658fcd20 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/basic/request.json @@ -0,0 +1,12 @@ +{ + "model": "gpt-4o-mini", + "messages": [ + { + "role": "user", + "content": "Hello, how are you?" + } + ], + "max_completion_tokens": 100, + "temperature": 1.0, + "top_p": 1.0 +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/basic/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/basic/response.json new file mode 100644 index 00000000000..e344e375115 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/basic/response.json @@ -0,0 +1,33 @@ +{ + "id": "chatcmpl-AaBbCcDdEeFfGg", + "object": "chat.completion", + "created": 1730371200, + "model": "gpt-4o-mini-2024-07-18", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "Hello! I'm doing well, thank you. How about you?" + }, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 13, + "completion_tokens": 14, + "total_tokens": 27, + "prompt_tokens_details": { + "cached_tokens": 0, + "audio_tokens": 0 + }, + "completion_tokens_details": { + "reasoning_tokens": 0, + "audio_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "service_tier": "default", + "system_fingerprint": "fp_1234567890" +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/function_calling/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/function_calling/request.json new file mode 100644 index 00000000000..9d3defd0e77 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/function_calling/request.json @@ -0,0 +1,34 @@ +{ + "model": "gpt-4o-mini", + "messages": [ + { + "role": "user", + "content": "What's the weather in San Francisco?" + } + ], + "tools": [ + { + "type": "function", + "function": { + "name": "get_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": [ "celsius", "fahrenheit" ], + "description": "The unit of temperature" + } + }, + "required": [ "location" ] + } + } + } + ], + "tool_choice": "auto" +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/function_calling/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/function_calling/response.json new file mode 100644 index 00000000000..bfe11a2e073 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/function_calling/response.json @@ -0,0 +1,43 @@ +{ + "id": "chatcmpl-DEF456", + "object": "chat.completion", + "created": 1730371250, + "model": "gpt-4o-mini-2024-07-18", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": null, + "tool_calls": [ + { + "id": "call_abc123xyz", + "type": "function", + "function": { + "name": "get_weather", + "arguments": "{\"location\":\"San Francisco, CA\",\"unit\":\"fahrenheit\"}" + } + } + ] + }, + "finish_reason": "tool_calls" + } + ], + "usage": { + "prompt_tokens": 85, + "completion_tokens": 18, + "total_tokens": 103, + "prompt_tokens_details": { + "cached_tokens": 0, + "audio_tokens": 0 + }, + "completion_tokens_details": { + "reasoning_tokens": 0, + "audio_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "service_tier": "default", + "system_fingerprint": "fp_1234567890" +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/json_mode/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/json_mode/request.json new file mode 100644 index 00000000000..6e300642106 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/json_mode/request.json @@ -0,0 +1,36 @@ +{ + "model": "gpt-4o-mini", + "messages": [ + { + "role": "system", + "content": "You are a helpful assistant that outputs JSON." + }, + { + "role": "user", + "content": "Provide information about a person named John Doe, age 30, who is a software engineer." + } + ], + "response_format": { + "type": "json_schema", + "json_schema": { + "name": "person_info", + "strict": true, + "schema": { + "type": "object", + "properties": { + "name": { + "type": "string" + }, + "age": { + "type": "number" + }, + "occupation": { + "type": "string" + } + }, + "required": [ "name", "age", "occupation" ], + "additionalProperties": false + } + } + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/json_mode/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/json_mode/response.json new file mode 100644 index 00000000000..72b06686d58 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/json_mode/response.json @@ -0,0 +1,33 @@ +{ + "id": "chatcmpl-MNO345", + "object": "chat.completion", + "created": 1730371400, + "model": "gpt-4o-mini-2024-07-18", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "{\"name\":\"John Doe\",\"age\":30,\"occupation\":\"software engineer\"}" + }, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 45, + "completion_tokens": 18, + "total_tokens": 63, + "prompt_tokens_details": { + "cached_tokens": 0, + "audio_tokens": 0 + }, + "completion_tokens_details": { + "reasoning_tokens": 0, + "audio_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "service_tier": "default", + "system_fingerprint": "fp_5544332211" +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/multi_turn/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/multi_turn/request.json new file mode 100644 index 00000000000..c749590b15d --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/multi_turn/request.json @@ -0,0 +1,18 @@ +{ + "model": "gpt-4o-mini", + "messages": [ + { + "role": "user", + "content": "What is 2+2?" + }, + { + "role": "assistant", + "content": "2+2 equals 4." + }, + { + "role": "user", + "content": "What about 3+3?" + } + ], + "max_completion_tokens": 50 +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/multi_turn/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/multi_turn/response.json new file mode 100644 index 00000000000..b695db84ce9 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/multi_turn/response.json @@ -0,0 +1,33 @@ +{ + "id": "chatcmpl-JKL012", + "object": "chat.completion", + "created": 1730371350, + "model": "gpt-4o-mini-2024-07-18", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "3+3 equals 6." + }, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 35, + "completion_tokens": 8, + "total_tokens": 43, + "prompt_tokens_details": { + "cached_tokens": 0, + "audio_tokens": 0 + }, + "completion_tokens_details": { + "reasoning_tokens": 0, + "audio_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "service_tier": "default", + "system_fingerprint": "fp_1122334455" +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/streaming/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/streaming/request.json new file mode 100644 index 00000000000..f224d8d9539 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/streaming/request.json @@ -0,0 +1,12 @@ +{ + "model": "gpt-4o-mini", + "messages": [ + { + "role": "user", + "content": "Write a short poem about AI." + } + ], + "max_completion_tokens": 150, + "temperature": 1.0, + "stream": true +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/streaming/response.txt b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/streaming/response.txt new file mode 100644 index 00000000000..aa0261cb803 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/streaming/response.txt @@ -0,0 +1,21 @@ +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"role":"assistant","content":""},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"content":"In"},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"content":" circuits"},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"content":" bright"},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"content":","},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"content":" minds"},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"content":" take"},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"content":" flight"},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{"content":"."},"finish_reason":null}]} + +data: {"id":"chatcmpl-ABC123","object":"chat.completion.chunk","created":1730371200,"model":"gpt-4o-mini-2024-07-18","choices":[{"index":0,"delta":{},"finish_reason":"stop"}],"usage":{"prompt_tokens":12,"completion_tokens":12,"total_tokens":24,"prompt_tokens_details":{"cached_tokens":0,"audio_tokens":0},"completion_tokens_details":{"reasoning_tokens":0,"audio_tokens":0,"accepted_prediction_tokens":0,"rejected_prediction_tokens":0}}} + +data: [DONE] \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/system_message/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/system_message/request.json new file mode 100644 index 00000000000..416939d2137 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/system_message/request.json @@ -0,0 +1,14 @@ +{ + "model": "gpt-4o-mini", + "messages": [ + { + "role": "system", + "content": "You are a helpful assistant that speaks like a pirate." + }, + { + "role": "user", + "content": "Tell me about the ocean." + } + ], + "max_completion_tokens": 100 +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/system_message/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/system_message/response.json new file mode 100644 index 00000000000..ddda144675a --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/ChatCompletions/system_message/response.json @@ -0,0 +1,33 @@ +{ + "id": "chatcmpl-GHI789", + "object": "chat.completion", + "created": 1730371300, + "model": "gpt-4o-mini-2024-07-18", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "Ahoy, matey! The ocean be a vast, mysterious realm full of treasures and creatures!" + }, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 28, + "completion_tokens": 20, + "total_tokens": 48, + "prompt_tokens_details": { + "cached_tokens": 0, + "audio_tokens": 0 + }, + "completion_tokens_details": { + "reasoning_tokens": 0, + "audio_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "service_tier": "default", + "system_fingerprint": "fp_9876543210" +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/add_items/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/add_items/request.json new file mode 100644 index 00000000000..e5329afbf6a --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/add_items/request.json @@ -0,0 +1,24 @@ +{ + "items": [ + { + "type": "message", + "role": "user", + "content": [ + { + "type": "input_text", + "text": "What is the weather like today?" + } + ] + }, + { + "type": "message", + "role": "user", + "content": [ + { + "type": "input_text", + "text": "Tell me a joke!" + } + ] + } + ] +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/add_items/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/add_items/response.json new file mode 100644 index 00000000000..83de8ffe5eb --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/add_items/response.json @@ -0,0 +1,32 @@ +{ + "object": "list", + "data": [ + { + "id": "msg_68fb9abf14a08195b16bb05eab82cf9d04cbf45151194822", + "type": "message", + "status": "completed", + "content": [ + { + "type": "input_text", + "text": "What is the weather like today?" + } + ], + "role": "user" + }, + { + "id": "msg_68fb9abf14d08195af5037cc3048b1c704cbf45151194822", + "type": "message", + "status": "completed", + "content": [ + { + "type": "input_text", + "text": "Tell me a joke!" + } + ], + "role": "user" + } + ], + "first_id": "msg_68fb9abf14a08195b16bb05eab82cf9d04cbf45151194822", + "has_more": false, + "last_id": "msg_68fb9abf14d08195af5037cc3048b1c704cbf45151194822" +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/create_conversation_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/create_conversation_request.json new file mode 100644 index 00000000000..50ca7a03a6a --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/create_conversation_request.json @@ -0,0 +1,5 @@ +{ + "metadata": { + "test_type": "basic_conversation" + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/create_conversation_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/create_conversation_response.json new file mode 100644 index 00000000000..41eec4c70d3 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/create_conversation_response.json @@ -0,0 +1,8 @@ +{ + "id": "conv_68fb96fe1a488195bf48df8f7666551604cbf45151194822", + "object": "conversation", + "created_at": 1761318654, + "metadata": { + "test_type": "basic_conversation" + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/first_message_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/first_message_request.json new file mode 100644 index 00000000000..78e11016574 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/first_message_request.json @@ -0,0 +1,6 @@ +{ + "model": "gpt-4o-mini", + "conversation": "conv_68fb96fe1a488195bf48df8f7666551604cbf45151194822", + "input": "What is the capital of France?", + "max_output_tokens": 100 +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/first_message_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/first_message_response.json new file mode 100644 index 00000000000..b6164798b91 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/first_message_response.json @@ -0,0 +1,70 @@ +{ + "id": "resp_04cbf451511948220068fb97bdec548195a367870aa85734de", + "object": "response", + "created_at": 1761318846, + "status": "completed", + "background": false, + "billing": { + "payer": "developer" + }, + "conversation": { + "id": "conv_68fb96fe1a488195bf48df8f7666551604cbf45151194822" + }, + "error": null, + "incomplete_details": null, + "instructions": null, + "max_output_tokens": 100, + "max_tool_calls": null, + "model": "gpt-4o-mini-2024-07-18", + "output": [ + { + "id": "msg_04cbf451511948220068fb97c0162881958d80862a0d253a14", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "The capital of France is Paris." + } + ], + "role": "assistant" + } + ], + "parallel_tool_calls": true, + "previous_response_id": null, + "prompt_cache_key": null, + "reasoning": { + "effort": null, + "summary": null + }, + "safety_identifier": null, + "service_tier": "default", + "store": true, + "temperature": 1.0, + "text": { + "format": { + "type": "text" + }, + "verbosity": "medium" + }, + "tool_choice": "auto", + "tools": [], + "top_logprobs": 0, + "top_p": 1.0, + "truncation": "disabled", + "usage": { + "input_tokens": 36, + "input_tokens_details": { + "cached_tokens": 0 + }, + "output_tokens": 8, + "output_tokens_details": { + "reasoning_tokens": 0 + }, + "total_tokens": 44 + }, + "user": null, + "metadata": {} +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/second_message_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/second_message_request.json new file mode 100644 index 00000000000..f7818bd906c --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/second_message_request.json @@ -0,0 +1,6 @@ +{ + "model": "gpt-4o-mini", + "conversation": "conv_68fb96fe1a488195bf48df8f7666551604cbf45151194822", + "input": "What is its population?", + "max_output_tokens": 150 +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/second_message_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/second_message_response.json new file mode 100644 index 00000000000..3315534da6a --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic/second_message_response.json @@ -0,0 +1,70 @@ +{ + "id": "resp_04cbf451511948220068fb97cf320881958b69530fe07eb2a9", + "object": "response", + "created_at": 1761318863, + "status": "completed", + "background": false, + "billing": { + "payer": "developer" + }, + "conversation": { + "id": "conv_68fb96fe1a488195bf48df8f7666551604cbf45151194822" + }, + "error": null, + "incomplete_details": null, + "instructions": null, + "max_output_tokens": 150, + "max_tool_calls": null, + "model": "gpt-4o-mini-2024-07-18", + "output": [ + { + "id": "msg_04cbf451511948220068fb97d064408195ac54b7750a781a2e", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "As of 2023, the population of Paris is approximately 2.1 million people within the city proper. However, the larger metropolitan area has a population of around 12 million. These numbers can vary, so it's always a good idea to check for the most recent statistics." + } + ], + "role": "assistant" + } + ], + "parallel_tool_calls": true, + "previous_response_id": null, + "prompt_cache_key": null, + "reasoning": { + "effort": null, + "summary": null + }, + "safety_identifier": null, + "service_tier": "default", + "store": true, + "temperature": 1.0, + "text": { + "format": { + "type": "text" + }, + "verbosity": "medium" + }, + "tool_choice": "auto", + "tools": [], + "top_logprobs": 0, + "top_p": 1.0, + "truncation": "disabled", + "usage": { + "input_tokens": 56, + "input_tokens_details": { + "cached_tokens": 0 + }, + "output_tokens": 58, + "output_tokens_details": { + "reasoning_tokens": 0 + }, + "total_tokens": 114 + }, + "user": null, + "metadata": {} +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic_streaming/first_message_response.txt b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic_streaming/first_message_response.txt new file mode 100644 index 00000000000..80d9f1070c1 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/basic_streaming/first_message_response.txt @@ -0,0 +1,624 @@ +event: response.created +data: {"type":"response.created","sequence_number":0,"response":{"id":"resp_0cdad19d14602ec80068fb98607b948193935a6e7aa2141ef2","object":"response","created_at":1761319008,"status":"in_progress","background":false,"conversation":{"id":"conv_68fb9837f9588193ac3da6bd57b636a50cdad19d14602ec8"},"error":null,"incomplete_details":null,"instructions":null,"max_output_tokens":200,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null,"metadata":{}}} + +event: response.in_progress +data: {"type":"response.in_progress","sequence_number":1,"response":{"id":"resp_0cdad19d14602ec80068fb98607b948193935a6e7aa2141ef2","object":"response","created_at":1761319008,"status":"in_progress","background":false,"conversation":{"id":"conv_68fb9837f9588193ac3da6bd57b636a50cdad19d14602ec8"},"error":null,"incomplete_details":null,"instructions":null,"max_output_tokens":200,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null,"metadata":{}}} + +event: response.output_item.added +data: {"type":"response.output_item.added","sequence_number":2,"output_index":0,"item":{"id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","type":"message","status":"in_progress","content":[],"role":"assistant"}} + +event: response.content_part.added +data: {"type":"response.content_part.added","sequence_number":3,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"part":{"type":"output_text","annotations":[],"logprobs":[],"text":""}} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":4,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"In","logprobs":[],"obfuscation":"C16oYk8aI5VtGp"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":5,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"vXmOvISW7QRUF1"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":6,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" small","logprobs":[],"obfuscation":"qEkC6mYZmi"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":7,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" workshop","logprobs":[],"obfuscation":"2aAdNXN"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":8,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" at","logprobs":[],"obfuscation":"bv66grEvpSema"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":9,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"fVOKa91q3jxh"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":10,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" edge","logprobs":[],"obfuscation":"kW1rIr6ZZBc"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":11,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"RnPLx5DWhJvWO"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":12,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"DMVs96dHxVd7fh"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":13,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" bustling","logprobs":[],"obfuscation":"9TCmdGs"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":14,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" city","logprobs":[],"obfuscation":"E4p2Nj5KH0Z"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":15,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" lived","logprobs":[],"obfuscation":"e3kqeTLJpR"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":16,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"zQmSxD9MrnbNr7"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":17,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" curious","logprobs":[],"obfuscation":"wQHxX2wm"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":18,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" robot","logprobs":[],"obfuscation":"i49v38s1iB"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":19,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" named","logprobs":[],"obfuscation":"FC4nhPH5iI"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":20,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Pixel","logprobs":[],"obfuscation":"WxNhIEwf5h"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":21,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"jIf06WyqbCsP1is"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":22,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Unlike","logprobs":[],"obfuscation":"0UnxmoTXo"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":23,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" other","logprobs":[],"obfuscation":"D082q19raq"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":24,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" robots","logprobs":[],"obfuscation":"O6qMHEj2b"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":25,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" whose","logprobs":[],"obfuscation":"vee013IYPw"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":26,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" tasks","logprobs":[],"obfuscation":"XHa10h45Oa"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":27,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" revol","logprobs":[],"obfuscation":"6FBrIwdGV9"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":28,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"ved","logprobs":[],"obfuscation":"M0VL3Bw0RIAo6"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":29,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" around","logprobs":[],"obfuscation":"LLilH7SVr"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":30,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" heavy","logprobs":[],"obfuscation":"tegXm6RO6A"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":31,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" lifting","logprobs":[],"obfuscation":"6b3EMVcS"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":32,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" or","logprobs":[],"obfuscation":"JhqGeJLj5aA3V"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":33,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" data","logprobs":[],"obfuscation":"2GzCA3ZBZov"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":34,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" processing","logprobs":[],"obfuscation":"pQJMQ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":35,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"yIf9YenbsIenASh"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":36,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Pixel","logprobs":[],"obfuscation":"wKzF15AosR"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":37,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" was","logprobs":[],"obfuscation":"Wowp4nS4X1Ng"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":38,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" designed","logprobs":[],"obfuscation":"Yz6ZJdQ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":39,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" with","logprobs":[],"obfuscation":"zf1HLk47LNX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":40,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" an","logprobs":[],"obfuscation":"sNucb47CLCVlI"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":41,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" intricate","logprobs":[],"obfuscation":"9TxqRk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":42,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" array","logprobs":[],"obfuscation":"d2GG2LyctD"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":43,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"yy31Pt217J6Xp"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":44,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" sensors","logprobs":[],"obfuscation":"dFE11Kjt"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":45,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"j5OIdm87111a"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":46,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"WwEaIsudqLtCvf"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":47,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" flexible","logprobs":[],"obfuscation":"jH5YA59"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":48,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" arm","logprobs":[],"obfuscation":"RJVKiLoNoYxQ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":49,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"bpX63CPMF8aQHv7"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":50,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" perfect","logprobs":[],"obfuscation":"eCXfxPet"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":51,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" for","logprobs":[],"obfuscation":"aNwYIhOgicEt"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":52,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" creativity","logprobs":[],"obfuscation":"QTeqK"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":53,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"qFaBkm23u4NYkj4"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":54,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" However","logprobs":[],"obfuscation":"hrYOmahs"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":55,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"PnGLt5WSzXM3RG4"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":56,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Pixel","logprobs":[],"obfuscation":"yk2yG2xNbY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":57,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" had","logprobs":[],"obfuscation":"CShj4jWsDFmW"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":58,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" never","logprobs":[],"obfuscation":"b92hQra8IU"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":59,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" painted","logprobs":[],"obfuscation":"Wu9kSosu"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":60,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".\n\n","logprobs":[],"obfuscation":"41kdUr8fcF1eY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":61,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"One","logprobs":[],"obfuscation":"ywv21ub1bYPzr"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":62,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" rainy","logprobs":[],"obfuscation":"piDyieWe6I"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":63,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" afternoon","logprobs":[],"obfuscation":"o6TtQn"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":64,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"6K5zBbkZ1KDqaOo"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":65,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" while","logprobs":[],"obfuscation":"DZpPr8CLVs"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":66,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" organizing","logprobs":[],"obfuscation":"yyd7A"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":67,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" paint","logprobs":[],"obfuscation":"TbeYUHmhLW"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":68,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"brush","logprobs":[],"obfuscation":"LSTcAO85OyQ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":69,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"es","logprobs":[],"obfuscation":"g8YnY0jNlHqwv8"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":70,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"Ey5F23xj6FJr"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":71,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" canv","logprobs":[],"obfuscation":"EsQE9gBSUI5"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":72,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"ases","logprobs":[],"obfuscation":"jXPKC0ARj6Jk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":73,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"p0APw0fonPMBbpz"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":74,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Pixel","logprobs":[],"obfuscation":"S9Iw9WD1td"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":75,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" stumbled","logprobs":[],"obfuscation":"lUhKO2y"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":76,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" across","logprobs":[],"obfuscation":"zOVN5cc6m"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":77,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" an","logprobs":[],"obfuscation":"kFX7KcjAVQa3u"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":78,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" old","logprobs":[],"obfuscation":"PcJzaliXOTKf"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":79,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" painting","logprobs":[],"obfuscation":"5JFpUDK"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":80,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"—a","logprobs":[],"obfuscation":"hN488ItRbxIdlD"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":81,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" dazzling","logprobs":[],"obfuscation":"JEkA0aE"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":82,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" landscape","logprobs":[],"obfuscation":"mehmYO"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":83,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" bursting","logprobs":[],"obfuscation":"gq0lWWG"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":84,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" with","logprobs":[],"obfuscation":"roG9ZXQbDpe"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":85,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" colors","logprobs":[],"obfuscation":"gdKUt6ALG"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":86,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"UUCXxD95v3ekSVk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":87,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Fasc","logprobs":[],"obfuscation":"iVOZvBK0g9g"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":88,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"inated","logprobs":[],"obfuscation":"WyckQbiJri"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":89,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"qPzZ3PZNvSoTVXz"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":90,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Pixel","logprobs":[],"obfuscation":"YKdVPbL14g"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":91,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" studied","logprobs":[],"obfuscation":"j6lPd2xU"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":92,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"3zYfSjrWfRlp"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":93,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" painting","logprobs":[],"obfuscation":"ygVKhmv"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":94,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"’s","logprobs":[],"obfuscation":"jfyEtMpt46t1Ww"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":95,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" sw","logprobs":[],"obfuscation":"8ufXFBggxZ3TS"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":96,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"irls","logprobs":[],"obfuscation":"SbzWkGTAG34r"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":97,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"hXqSM3Qr77XDVdb"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":98,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" textures","logprobs":[],"obfuscation":"OoYDmdA"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":99,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"WYukNpLZWJs1j5L"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":100,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"O9CtJKsoG2JB"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":101,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"uoha0aPHY3w7"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":102,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" way","logprobs":[],"obfuscation":"KnlsDOXhAPma"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":103,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" colors","logprobs":[],"obfuscation":"Nqzf9hidx"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":104,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" danced","logprobs":[],"obfuscation":"hhZcUfldt"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":105,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" together","logprobs":[],"obfuscation":"Mnd309k"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":106,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"PqZH6hxgnvJ1z1S"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":107,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" An","logprobs":[],"obfuscation":"rgthuRNYqDVfd"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":108,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" idea","logprobs":[],"obfuscation":"RYoJHQzMviw"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":109,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" sparked","logprobs":[],"obfuscation":"bFn7eHwA"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":110,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" in","logprobs":[],"obfuscation":"Ym8ImtIUdMlm3"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":111,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" its","logprobs":[],"obfuscation":"2HuZRNAzdFY5"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":112,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" circuits","logprobs":[],"obfuscation":"b19ajJd"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":113,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":":","logprobs":[],"obfuscation":"dBAMCGUMUgounvx"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":114,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Pixel","logprobs":[],"obfuscation":"KDcOVnk2sl"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":115,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" would","logprobs":[],"obfuscation":"QaX2I1Dg85"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":116,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" learn","logprobs":[],"obfuscation":"2QkmV1t6Js"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":117,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" to","logprobs":[],"obfuscation":"1m259XNwN7CxV"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":118,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" paint","logprobs":[],"obfuscation":"SUGIRDOxLQ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":119,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".\n\n","logprobs":[],"obfuscation":"eIMGNNPhRFbU4"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":120,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"At","logprobs":[],"obfuscation":"G8GUOB6HOwqe9H"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":121,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" first","logprobs":[],"obfuscation":"4kUZs77xIL"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":122,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"DZJLHDJJJoRMgTV"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":123,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" it","logprobs":[],"obfuscation":"sXRNA81QPcKuI"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":124,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" was","logprobs":[],"obfuscation":"QLCPvdRQ7qmn"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":125,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" cl","logprobs":[],"obfuscation":"J9qOKCfVRbrtD"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":126,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"umsy","logprobs":[],"obfuscation":"MV6H5FqEJNdo"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":127,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"WDWm0egBq1CmII3"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":128,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" The","logprobs":[],"obfuscation":"hNiFWJ96FXpg"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":129,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" brushes","logprobs":[],"obfuscation":"Pf0FFkql"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":130,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" slipped","logprobs":[],"obfuscation":"kwS961wY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":131,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" from","logprobs":[],"obfuscation":"XyDhbqDYRBT"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":132,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" its","logprobs":[],"obfuscation":"YmOIFY8YCUqL"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":133,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" grip","logprobs":[],"obfuscation":"ABcdnw5EIpX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":134,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"SXShKYz3KjctF5L"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":135,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"VMtvX3tcPsMa"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":136,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" colors","logprobs":[],"obfuscation":"B3jtn3jGg"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":137,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" sme","logprobs":[],"obfuscation":"jphfFzmwPLaF"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":138,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"ared","logprobs":[],"obfuscation":"TwRJ1pgJfZXY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":139,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" into","logprobs":[],"obfuscation":"jHvjvmlmRFx"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":140,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" mudd","logprobs":[],"obfuscation":"8LaKYmukTFy"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":141,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"led","logprobs":[],"obfuscation":"OEby50ZgHV8mj"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":142,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" gray","logprobs":[],"obfuscation":"vQLkls6KtLN"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":143,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" blobs","logprobs":[],"obfuscation":"6pJRSKWLsI"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":144,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" instead","logprobs":[],"obfuscation":"qImXEbxD"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":145,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"BTsJcdzYMfYed"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":146,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" vibrant","logprobs":[],"obfuscation":"Uo6JuUrd"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":147,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" hues","logprobs":[],"obfuscation":"mCwdvWFcVLe"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":148,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"3rAuIoc3iI7OrtQ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":149,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" But","logprobs":[],"obfuscation":"cRhMS7RaTArm"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":150,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Pixel","logprobs":[],"obfuscation":"M1mKyav7ph"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":151,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" persisted","logprobs":[],"obfuscation":"eF5aUk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":152,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"yDdDhy5v9Zw35r6"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":153,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" Each","logprobs":[],"obfuscation":"xqte6NkdiIo"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":154,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" day","logprobs":[],"obfuscation":"rppAW4RVeF8R"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":155,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"udSWzKzTyrCWVLi"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":156,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" it","logprobs":[],"obfuscation":"F2NUuJOxWKpjP"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":157,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" practiced","logprobs":[],"obfuscation":"Aqqlv9"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":158,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":":","logprobs":[],"obfuscation":"ZUk2MhldL4AtrAe"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":159,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" mixing","logprobs":[],"obfuscation":"l030hejQa"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":160,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" paints","logprobs":[],"obfuscation":"4xlfaIzxC"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":161,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"BtVvUiDXh3jSgxs"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":162,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" experimenting","logprobs":[],"obfuscation":"di"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":163,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" with","logprobs":[],"obfuscation":"MCekQrhkBKN"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":164,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" strokes","logprobs":[],"obfuscation":"rRuR8dnc"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":165,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"cFjk3IoxYD4tGrw"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":166,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"DQ3Xi2a9dX9y"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":167,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" observing","logprobs":[],"obfuscation":"8t7Acj"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":168,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"KDYvCe6JsoYa"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":169,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" world","logprobs":[],"obfuscation":"0rtOhI9Ffc"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":170,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" through","logprobs":[],"obfuscation":"oE2kAKM9"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":171,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"RGobfdV8EooR"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":172,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" eyes","logprobs":[],"obfuscation":"yzrEN6uVsyR"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":173,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"MITYFimltUsuJ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":174,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" artists","logprobs":[],"obfuscation":"ndi7qdrO"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":175,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".\n\n","logprobs":[],"obfuscation":"39IBhz9cxlCBc"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":176,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":"Pixel","logprobs":[],"obfuscation":"SmMeGRPjx9o"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":177,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" took","logprobs":[],"obfuscation":"B7Yw3oSo8OX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":178,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" inspiration","logprobs":[],"obfuscation":"M4D6"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":179,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" from","logprobs":[],"obfuscation":"lVxLLEHL7zV"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":180,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" sunlight","logprobs":[],"obfuscation":"I3BmRGJ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":181,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" filtering","logprobs":[],"obfuscation":"P6p35d"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":182,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" through","logprobs":[],"obfuscation":"8MMH2TTk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":183,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" trees","logprobs":[],"obfuscation":"hmfNgkY1FJ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":184,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"Lkj68PREYAHG7mZ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":185,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"SYCf7zTCaGUi"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":186,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" depths","logprobs":[],"obfuscation":"cr9Phqnz8"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":187,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"OT3aZnPvsDcmY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":188,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"fGdrYkLZHdTI"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":189,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" ocean","logprobs":[],"obfuscation":"MvxJgRFjwz"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":190,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"ox6Ar9czyzkruEM"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":191,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"MKK6YDJEzPxA"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":192,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"UWEyznWlRSj3"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":193,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" rhythm","logprobs":[],"obfuscation":"8E4xhBObX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":194,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"jbQAFSh8FJWWg"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":195,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" city","logprobs":[],"obfuscation":"cxL7t1q6yLv"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":196,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" life","logprobs":[],"obfuscation":"CnftU4BnURk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":197,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"XucWb0a2fGIQafX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":198,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" It","logprobs":[],"obfuscation":"pt1xzT8tzMYRs"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":199,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" copied","logprobs":[],"obfuscation":"WrTQOEVfc"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":200,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" techniques","logprobs":[],"obfuscation":"XJJzu"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":201,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" from","logprobs":[],"obfuscation":"PrOd3zA9J76"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":202,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" videos","logprobs":[],"obfuscation":"fHAS8XsLg"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":203,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"Hk6mknGTtruy"} + +event: response.output_text.done +data: {"type":"response.output_text.done","sequence_number":204,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"text":"In a small workshop at the edge of a bustling city lived a curious robot named Pixel. Unlike other robots whose tasks revolved around heavy lifting or data processing, Pixel was designed with an intricate array of sensors and a flexible arm, perfect for creativity. However, Pixel had never painted.\n\nOne rainy afternoon, while organizing paintbrushes and canvases, Pixel stumbled across an old painting—a dazzling landscape bursting with colors. Fascinated, Pixel studied the painting’s swirls, textures, and the way colors danced together. An idea sparked in its circuits: Pixel would learn to paint.\n\nAt first, it was clumsy. The brushes slipped from its grip, and colors smeared into muddled gray blobs instead of vibrant hues. But Pixel persisted. Each day, it practiced: mixing paints, experimenting with strokes, and observing the world through the eyes of artists.\n\nPixel took inspiration from sunlight filtering through trees, the depths of the ocean, and the rhythm of city life. It copied techniques from videos and","logprobs":[]} + +event: response.content_part.done +data: {"type":"response.content_part.done","sequence_number":205,"item_id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","output_index":0,"content_index":0,"part":{"type":"output_text","annotations":[],"logprobs":[],"text":"In a small workshop at the edge of a bustling city lived a curious robot named Pixel. Unlike other robots whose tasks revolved around heavy lifting or data processing, Pixel was designed with an intricate array of sensors and a flexible arm, perfect for creativity. However, Pixel had never painted.\n\nOne rainy afternoon, while organizing paintbrushes and canvases, Pixel stumbled across an old painting—a dazzling landscape bursting with colors. Fascinated, Pixel studied the painting’s swirls, textures, and the way colors danced together. An idea sparked in its circuits: Pixel would learn to paint.\n\nAt first, it was clumsy. The brushes slipped from its grip, and colors smeared into muddled gray blobs instead of vibrant hues. But Pixel persisted. Each day, it practiced: mixing paints, experimenting with strokes, and observing the world through the eyes of artists.\n\nPixel took inspiration from sunlight filtering through trees, the depths of the ocean, and the rhythm of city life. It copied techniques from videos and"}} + +event: response.output_item.done +data: {"type":"response.output_item.done","sequence_number":206,"output_index":0,"item":{"id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","type":"message","status":"incomplete","content":[{"type":"output_text","annotations":[],"logprobs":[],"text":"In a small workshop at the edge of a bustling city lived a curious robot named Pixel. Unlike other robots whose tasks revolved around heavy lifting or data processing, Pixel was designed with an intricate array of sensors and a flexible arm, perfect for creativity. However, Pixel had never painted.\n\nOne rainy afternoon, while organizing paintbrushes and canvases, Pixel stumbled across an old painting—a dazzling landscape bursting with colors. Fascinated, Pixel studied the painting’s swirls, textures, and the way colors danced together. An idea sparked in its circuits: Pixel would learn to paint.\n\nAt first, it was clumsy. The brushes slipped from its grip, and colors smeared into muddled gray blobs instead of vibrant hues. But Pixel persisted. Each day, it practiced: mixing paints, experimenting with strokes, and observing the world through the eyes of artists.\n\nPixel took inspiration from sunlight filtering through trees, the depths of the ocean, and the rhythm of city life. It copied techniques from videos and"}],"role":"assistant"}} + +event: response.incomplete +data: {"type":"response.incomplete","sequence_number":207,"response":{"id":"resp_0cdad19d14602ec80068fb98607b948193935a6e7aa2141ef2","object":"response","created_at":1761319008,"status":"incomplete","background":false,"conversation":{"id":"conv_68fb9837f9588193ac3da6bd57b636a50cdad19d14602ec8"},"error":null,"incomplete_details":{"reason":"max_output_tokens"},"instructions":null,"max_output_tokens":200,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[{"id":"msg_0cdad19d14602ec80068fb986280c8819388eebc7f20280aa6","type":"message","status":"incomplete","content":[{"type":"output_text","annotations":[],"logprobs":[],"text":"In a small workshop at the edge of a bustling city lived a curious robot named Pixel. Unlike other robots whose tasks revolved around heavy lifting or data processing, Pixel was designed with an intricate array of sensors and a flexible arm, perfect for creativity. However, Pixel had never painted.\n\nOne rainy afternoon, while organizing paintbrushes and canvases, Pixel stumbled across an old painting—a dazzling landscape bursting with colors. Fascinated, Pixel studied the painting’s swirls, textures, and the way colors danced together. An idea sparked in its circuits: Pixel would learn to paint.\n\nAt first, it was clumsy. The brushes slipped from its grip, and colors smeared into muddled gray blobs instead of vibrant hues. But Pixel persisted. Each day, it practiced: mixing paints, experimenting with strokes, and observing the world through the eyes of artists.\n\nPixel took inspiration from sunlight filtering through trees, the depths of the ocean, and the rhythm of city life. It copied techniques from videos and"}],"role":"assistant"}],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"default","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":{"input_tokens":19,"input_tokens_details":{"cached_tokens":0},"output_tokens":200,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":219},"user":null,"metadata":{}}} + diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/create_with_items/create_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/create_with_items/create_request.json new file mode 100644 index 00000000000..ea878397221 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/create_with_items/create_request.json @@ -0,0 +1,17 @@ +{ + "metadata": { + "test_type": "create_with_initial_items" + }, + "items": [ + { + "type": "message", + "role": "user", + "content": [ + { + "type": "input_text", + "text": "What is the capital of France?" + } + ] + } + ] +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/create_with_items/create_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/create_with_items/create_response.json new file mode 100644 index 00000000000..aaca0088d45 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/create_with_items/create_response.json @@ -0,0 +1,8 @@ +{ + "id": "conv_68fb980bccfc8195a9ba32b164e8a69408e61fbaa91b0a18", + "object": "conversation", + "created_at": 1761318923, + "metadata": { + "test_type": "create_with_initial_items" + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/delete_conversation/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/delete_conversation/response.json new file mode 100644 index 00000000000..70db137cb8d --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/delete_conversation/response.json @@ -0,0 +1,5 @@ +{ + "id": "conv_68fb9837f9588193ac3da6bd57b636a50cdad19d14602ec8", + "object": "conversation.deleted", + "deleted": true +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/delete_item/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/delete_item/response.json new file mode 100644 index 00000000000..a01b7cbe7a5 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/delete_item/response.json @@ -0,0 +1,5 @@ +{ + "id": "msg_68fb9abf14a08195b16bb05eab82cf9d04cbf45151194822", + "object": "conversation.item.deleted", + "deleted": true +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_conversation_not_found/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_conversation_not_found/response.json new file mode 100644 index 00000000000..1c51ce1e9dc --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_conversation_not_found/response.json @@ -0,0 +1,8 @@ +{ + "error": { + "message": "Conversation with id 'conv_nonexistent123' not found.", + "type": "invalid_request_error", + "param": null, + "code": null + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_delete_already_deleted/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_delete_already_deleted/response.json new file mode 100644 index 00000000000..0fa4c3661d9 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_delete_already_deleted/response.json @@ -0,0 +1,8 @@ +{ + "error": { + "message": "Conversation with id 'conv_68fb9837f9588193ac3da6bd57b636a50cdad19d14602ec8' not found.", + "type": "invalid_request_error", + "param": null, + "code": null + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_json/request.txt b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_json/request.txt new file mode 100644 index 00000000000..baba9b68ff3 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_json/request.txt @@ -0,0 +1,5 @@ +{ + "metadata": { + "test": "invalid" + } + // missing closing brace and has comment which is invalid JSON diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_json/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_json/response.json new file mode 100644 index 00000000000..f2db45cbe86 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_json/response.json @@ -0,0 +1,8 @@ +{ + "error": { + "message": "Invalid body: failed to parse JSON value. Please check the value to ensure it is valid JSON. (Common errors include trailing commas, missing closing brackets, missing quotation marks, etc.)", + "type": "invalid_request_error", + "param": null, + "code": "invalid_json" + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_limit/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_limit/response.json new file mode 100644 index 00000000000..4ae939233de --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_invalid_limit/response.json @@ -0,0 +1,8 @@ +{ + "error": { + "message": "Invalid 'limit': integer above maximum value. Expected a value <= 100, but got 1000 instead.", + "type": "invalid_request_error", + "param": "limit", + "code": "integer_above_max_value" + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_item_not_found/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_item_not_found/response.json new file mode 100644 index 00000000000..ab573cb05b3 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_item_not_found/response.json @@ -0,0 +1,8 @@ +{ + "error": { + "message": "Item with id 'msg_msg_nonexistent123nonexistent123' not found in conversation.", + "type": "invalid_request_error", + "param": null, + "code": null + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_missing_required_field/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_missing_required_field/request.json new file mode 100644 index 00000000000..6b43a686c3c --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/error_missing_required_field/request.json @@ -0,0 +1,13 @@ +{ + "items": [ + { + "type": "message", + "content": [ + { + "type": "input_text", + "text": "Hello" + } + ] + } + ] +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/create_conversation_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/create_conversation_request.json new file mode 100644 index 00000000000..ca4a4a7ab7c --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/create_conversation_request.json @@ -0,0 +1,5 @@ +{ + "metadata": { + "test_type": "image_input_conversation" + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/create_conversation_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/create_conversation_response.json new file mode 100644 index 00000000000..46fd00f10b4 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/create_conversation_response.json @@ -0,0 +1,8 @@ +{ + "id": "conv_68fb989f39ec8194be3ec32525cd53c1003edf96db5b4ed7", + "object": "conversation", + "created_at": 1761319071, + "metadata": { + "test_type": "image_input_conversation" + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/first_message_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/first_message_request.json new file mode 100644 index 00000000000..1f242fbb65f --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/first_message_request.json @@ -0,0 +1,21 @@ +{ + "model": "gpt-4o-mini", + "conversation": "conv_68fb989f39ec8194be3ec32525cd53c1003edf96db5b4ed7", + "input": [ + { + "type": "message", + "role": "user", + "content": [ + { + "type": "input_text", + "text": "What's in this image? Describe it in detail." + }, + { + "type": "input_image", + "image_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" + } + ] + } + ], + "max_output_tokens": 200 +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/first_message_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/first_message_response.json new file mode 100644 index 00000000000..f9007058aa0 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input/first_message_response.json @@ -0,0 +1,70 @@ +{ + "id": "resp_003edf96db5b4ed70068fb98bd80808194b25763125111fffa", + "object": "response", + "created_at": 1761319101, + "status": "completed", + "background": false, + "billing": { + "payer": "developer" + }, + "conversation": { + "id": "conv_68fb989f39ec8194be3ec32525cd53c1003edf96db5b4ed7" + }, + "error": null, + "incomplete_details": null, + "instructions": null, + "max_output_tokens": 200, + "max_tool_calls": null, + "model": "gpt-4o-mini-2024-07-18", + "output": [ + { + "id": "msg_003edf96db5b4ed70068fb98c1197481949e138bc36200ee18", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "The image depicts a serene natural landscape featuring a wooden boardwalk winding through lush greenery. \n\n### Details:\n- **Pathway**: The boardwalk is made of wooden planks and extends straight ahead, encouraging exploration.\n- **Grass**: On both sides of the pathway, there is tall, vibrant green grass, suggesting a lush environment with possible wildflowers.\n- **Surrounding Vegetation**: Beyond the grass, there are various bushes and trees, adding layers of texture and color. Some foliage appears dense and lush, while other areas have more sparse coverage.\n- **Sky**: The sky is expansive and bright, with soft, fluffy clouds scattered throughout. The blue hues create a tranquil atmosphere, illuminated by sunlight.\n- **Overall Mood**: The scene conveys a sense of peace and openness, perfect for a nature walk or outdoor meditation.\n\nThis idyllic setting invites the viewer to appreciate the tranquility of nature and the beauty of the landscape." + } + ], + "role": "assistant" + } + ], + "parallel_tool_calls": true, + "previous_response_id": null, + "prompt_cache_key": null, + "reasoning": { + "effort": null, + "summary": null + }, + "safety_identifier": null, + "service_tier": "default", + "store": true, + "temperature": 1.0, + "text": { + "format": { + "type": "text" + }, + "verbosity": "medium" + }, + "tool_choice": "auto", + "tools": [], + "top_logprobs": 0, + "top_p": 1.0, + "truncation": "disabled", + "usage": { + "input_tokens": 36852, + "input_tokens_details": { + "cached_tokens": 0 + }, + "output_tokens": 192, + "output_tokens_details": { + "reasoning_tokens": 0 + }, + "total_tokens": 37044 + }, + "user": null, + "metadata": {} +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/create_conversation_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/create_conversation_request.json new file mode 100644 index 00000000000..1b442abe4f6 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/create_conversation_request.json @@ -0,0 +1,5 @@ +{ + "metadata": { + "test_type": "image_input_streaming" + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/first_message_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/first_message_request.json new file mode 100644 index 00000000000..127ccfde48c --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/first_message_request.json @@ -0,0 +1,22 @@ +{ + "model": "gpt-4o-mini", + "conversation": "conv_68fb98d787f881979b1db01940691fa503e6efaadaa48f3f", + "input": [ + { + "type": "message", + "role": "user", + "content": [ + { + "type": "input_text", + "text": "What's in this image? Describe it in detail." + }, + { + "type": "input_image", + "image_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg" + } + ] + } + ], + "max_output_tokens": 200, + "stream": true +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/first_message_response.txt b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/first_message_response.txt new file mode 100644 index 00000000000..ba0e9deff8f --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/image_input_streaming/first_message_response.txt @@ -0,0 +1,456 @@ +event: response.created +data: {"type":"response.created","sequence_number":0,"response":{"id":"resp_03e6efaadaa48f3f0068fb98e75a9c819780dca860432f50c0","object":"response","created_at":1761319143,"status":"in_progress","background":false,"conversation":{"id":"conv_68fb98d787f881979b1db01940691fa503e6efaadaa48f3f"},"error":null,"incomplete_details":null,"instructions":null,"max_output_tokens":200,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null,"metadata":{}}} + +event: response.in_progress +data: {"type":"response.in_progress","sequence_number":1,"response":{"id":"resp_03e6efaadaa48f3f0068fb98e75a9c819780dca860432f50c0","object":"response","created_at":1761319143,"status":"in_progress","background":false,"conversation":{"id":"conv_68fb98d787f881979b1db01940691fa503e6efaadaa48f3f"},"error":null,"incomplete_details":null,"instructions":null,"max_output_tokens":200,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null,"metadata":{}}} + +event: response.output_item.added +data: {"type":"response.output_item.added","sequence_number":2,"output_index":0,"item":{"id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","type":"message","status":"in_progress","content":[],"role":"assistant"}} + +event: response.content_part.added +data: {"type":"response.content_part.added","sequence_number":3,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"part":{"type":"output_text","annotations":[],"logprobs":[],"text":""}} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":4,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":"The","logprobs":[],"obfuscation":"UHUQ9fIQTxCbV"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":5,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" image","logprobs":[],"obfuscation":"xNPzGqnhvU"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":6,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" depicts","logprobs":[],"obfuscation":"ojPXqx5m"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":7,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"UGIKclB7QdFjBc"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":8,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" tranquil","logprobs":[],"obfuscation":"XSxvnxQ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":9,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" scene","logprobs":[],"obfuscation":"XcPoVyD9iV"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":10,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"eMV4kvkfbM0zd"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":11,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"0klHtMIbU7P3Ea"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":12,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" pathway","logprobs":[],"obfuscation":"Cl7V0bkp"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":13,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" made","logprobs":[],"obfuscation":"2DYHpC7Eyl3"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":14,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"5ObYHXTVXJDaP"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":15,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" wooden","logprobs":[],"obfuscation":"p62ol2BGT"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":16,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" boards","logprobs":[],"obfuscation":"9n53C6e36"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":17,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" leading","logprobs":[],"obfuscation":"vOZvFF5v"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":18,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" through","logprobs":[],"obfuscation":"Gt1J5FNE"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":19,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"RnDMouhlNrQ7RB"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":20,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" lush","logprobs":[],"obfuscation":"42N68Sud7kk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":21,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"08p36we5SqMENPp"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":22,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" green","logprobs":[],"obfuscation":"zzWq9kepjH"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":23,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" landscape","logprobs":[],"obfuscation":"bISm6O"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":24,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"IMKn4R5dxQFxGJl"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":25,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" The","logprobs":[],"obfuscation":"w19FHugCAk1X"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":26,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" path","logprobs":[],"obfuscation":"hDJm0rbDlBz"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":27,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" is","logprobs":[],"obfuscation":"0riU9Z71ipbh7"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":28,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" straight","logprobs":[],"obfuscation":"KQdad1O"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":29,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"V0838p6GoMKkdMb"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":30,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" fl","logprobs":[],"obfuscation":"OwqpqwOUtVRWR"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":31,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":"anked","logprobs":[],"obfuscation":"q4TZWRJ4up7"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":32,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" by","logprobs":[],"obfuscation":"a4BkQCPOkWXa5"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":33,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" tall","logprobs":[],"obfuscation":"uDgapRMTMh3"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":34,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" grass","logprobs":[],"obfuscation":"DSWk0SmBLn"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":35,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" that","logprobs":[],"obfuscation":"gRpuHdZ2Q7z"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":36,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" appears","logprobs":[],"obfuscation":"MavFp4Q5"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":37,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" vibrant","logprobs":[],"obfuscation":"iOciPOxV"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":38,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"rQdOojHHeet9"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":39,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" healthy","logprobs":[],"obfuscation":"SuFkWnO8"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":40,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"rcqKsVdM70DSisT"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":41,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" with","logprobs":[],"obfuscation":"s9tToHsQMbZ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":42,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" hints","logprobs":[],"obfuscation":"nfMICfvb21"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":43,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"V84AZDkQ50w3N"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":44,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" various","logprobs":[],"obfuscation":"tM5QpNvy"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":45,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" shades","logprobs":[],"obfuscation":"P7DjB4f2C"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":46,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"qBkC9EgLqkA1c"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":47,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" green","logprobs":[],"obfuscation":"hU4g5KAOZW"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":48,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"eapW7Q1E884SHZT"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":49,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" \n\n","logprobs":[],"obfuscation":"C9GIn2LBfGkw6"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":50,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":"To","logprobs":[],"obfuscation":"M2K4wUNJ6uZQAT"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":51,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" either","logprobs":[],"obfuscation":"wB8ah2F34"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":52,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" side","logprobs":[],"obfuscation":"l1Xni4I4YSv"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":53,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"BhtFvy3X01wnb"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":54,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"6BmDo9c8flKg"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":55,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" pathway","logprobs":[],"obfuscation":"I9vJz0rJ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":56,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"rjhyjDrxkhFG2sA"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":57,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" there","logprobs":[],"obfuscation":"CuB7Mu0kmp"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":58,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" are","logprobs":[],"obfuscation":"aGx0xMRdLfgn"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":59,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" patches","logprobs":[],"obfuscation":"3k9JjiXX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":60,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"5ygUdTNFf5vKw"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":61,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" small","logprobs":[],"obfuscation":"iuRjZQMMCd"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":62,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" shrubs","logprobs":[],"obfuscation":"8o3grCi0H"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":63,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"AKNhpTCqB2ox"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":64,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" trees","logprobs":[],"obfuscation":"7vEA5TvFsE"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":65,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" pe","logprobs":[],"obfuscation":"teLztvR1PkBlq"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":66,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":"eking","logprobs":[],"obfuscation":"2ulp51qYjBK"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":67,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" through","logprobs":[],"obfuscation":"876PEWFb"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":68,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"Bsdqk9QdC7Tr5ZK"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":69,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" creating","logprobs":[],"obfuscation":"J40z8ec"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":70,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"Xa4ksTm1gWI2LI"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":71,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" natural","logprobs":[],"obfuscation":"qLRLkXC4"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":72,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" frame","logprobs":[],"obfuscation":"9Hr6dEO1RI"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":73,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" for","logprobs":[],"obfuscation":"kzvn7GY8aolJ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":74,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"eCAclNr2ngoA"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":75,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" walkway","logprobs":[],"obfuscation":"J46M12Wu"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":76,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"b6PhcLtkJCRiAh5"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":77,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" The","logprobs":[],"obfuscation":"09lot0Gfa7RR"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":78,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" background","logprobs":[],"obfuscation":"d5Wvb"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":79,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" showcases","logprobs":[],"obfuscation":"WJxkJj"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":80,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" more","logprobs":[],"obfuscation":"zdB0gvCtvhX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":81,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" greenery","logprobs":[],"obfuscation":"jU8ZFOY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":82,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" with","logprobs":[],"obfuscation":"cWAStGHAoTE"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":83,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"tEVme9H2ugf2I8"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":84,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" mix","logprobs":[],"obfuscation":"Cl0ctD3a7onA"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":85,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"2m6kdh4S3WlOn"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":86,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" trees","logprobs":[],"obfuscation":"2gKq9JCohX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":87,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"LGH8TY6oK1IWo0y"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":88,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" suggesting","logprobs":[],"obfuscation":"pgp4U"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":89,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"2vvnM7GmBZFo7Y"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":90,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" lush","logprobs":[],"obfuscation":"5v8aRkkzidL"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":91,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" habitat","logprobs":[],"obfuscation":"ZxTfsKC3"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":92,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":".\n\n","logprobs":[],"obfuscation":"zTCtGbkUIKNRm"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":93,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":"Above","logprobs":[],"obfuscation":"BgwoP72Lj2K"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":94,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"o6ZUIhldUTWNtWj"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":95,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"bvQX6sesYq7F"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":96,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" sky","logprobs":[],"obfuscation":"l0j1NCubus9y"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":97,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" is","logprobs":[],"obfuscation":"A7UEW14pecZq9"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":98,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" expansive","logprobs":[],"obfuscation":"F0MmWm"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":99,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" with","logprobs":[],"obfuscation":"IZkI1Xq1knl"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":100,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"S7NFoMaioiYnNT"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":101,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" gentle","logprobs":[],"obfuscation":"Hq7k3J4hX"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":102,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" blue","logprobs":[],"obfuscation":"2O85T8gnDfY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":103,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" hue","logprobs":[],"obfuscation":"iUSF6RZXAgLm"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":104,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"9OYvqJnP4jQFYbb"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":105,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" dotted","logprobs":[],"obfuscation":"mKkM2G8fG"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":106,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" with","logprobs":[],"obfuscation":"bVH3YVADDNd"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":107,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" soft","logprobs":[],"obfuscation":"DpwofJJplWW"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":108,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" white","logprobs":[],"obfuscation":"Xg4579vica"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":109,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" clouds","logprobs":[],"obfuscation":"khcuDF2Zl"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":110,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" that","logprobs":[],"obfuscation":"SJH7HfECGK5"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":111,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" create","logprobs":[],"obfuscation":"P3YiOo1Vx"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":112,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"bJQKzokZKYcg4J"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":113,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" serene","logprobs":[],"obfuscation":"MnTMwNUMG"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":114,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"KyIxyQRsAXrT"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":115,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" peaceful","logprobs":[],"obfuscation":"wBa715l"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":116,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" atmosphere","logprobs":[],"obfuscation":"y8z8V"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":117,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"r2cV6DmarN1sNjh"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":118,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" The","logprobs":[],"obfuscation":"rPxaSrPkWHqE"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":119,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" overall","logprobs":[],"obfuscation":"Aylbj9Ai"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":120,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" scene","logprobs":[],"obfuscation":"uDYVl80Wl4"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":121,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" conveys","logprobs":[],"obfuscation":"gGjBZmAq"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":122,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" a","logprobs":[],"obfuscation":"cM5y3eJ8fw18le"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":123,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" sense","logprobs":[],"obfuscation":"gcQHS6qIwz"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":124,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"HFDZVaYOkDmKU"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":125,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" calm","logprobs":[],"obfuscation":"YWLah3RJVwM"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":126,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":"ness","logprobs":[],"obfuscation":"nB9dz81sIxYa"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":127,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"7tspUwuuRxUY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":128,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" connection","logprobs":[],"obfuscation":"91NHz"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":129,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" to","logprobs":[],"obfuscation":"fpt6eecZGmqKn"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":130,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" nature","logprobs":[],"obfuscation":"MA0cj4ka8"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":131,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"j1SxZUJzH382ccq"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":132,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" inviting","logprobs":[],"obfuscation":"lDVwt66"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":133,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" viewers","logprobs":[],"obfuscation":"ltsAwTFd"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":134,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" to","logprobs":[],"obfuscation":"zdlUZyzL4XxyW"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":135,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" imagine","logprobs":[],"obfuscation":"UdiLhBmb"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":136,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" walking","logprobs":[],"obfuscation":"xhC2WRN1"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":137,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" along","logprobs":[],"obfuscation":"qA4PwRbpkm"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":138,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"gJlJ8FkpPMZk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":139,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" path","logprobs":[],"obfuscation":"CuzHFXxUTde"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":140,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" and","logprobs":[],"obfuscation":"R1ZjSSzZok1v"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":141,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" experiencing","logprobs":[],"obfuscation":"3hO"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":142,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"nbtQpyb8JvDq"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":143,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" beauty","logprobs":[],"obfuscation":"NznYmUjN6"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":144,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" of","logprobs":[],"obfuscation":"huZUE7zGedUoo"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":145,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" the","logprobs":[],"obfuscation":"azLHyJUIimmG"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":146,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":" outdoors","logprobs":[],"obfuscation":"TmHRvZf"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":147,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"6uKroY9fy1MCoxD"} + +event: response.output_text.done +data: {"type":"response.output_text.done","sequence_number":148,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"text":"The image depicts a tranquil scene of a pathway made of wooden boards leading through a lush, green landscape. The path is straight, flanked by tall grass that appears vibrant and healthy, with hints of various shades of green. \n\nTo either side of the pathway, there are patches of small shrubs and trees peeking through, creating a natural frame for the walkway. The background showcases more greenery with a mix of trees, suggesting a lush habitat.\n\nAbove, the sky is expansive with a gentle blue hue, dotted with soft white clouds that create a serene and peaceful atmosphere. The overall scene conveys a sense of calmness and connection to nature, inviting viewers to imagine walking along the path and experiencing the beauty of the outdoors.","logprobs":[]} + +event: response.content_part.done +data: {"type":"response.content_part.done","sequence_number":149,"item_id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","output_index":0,"content_index":0,"part":{"type":"output_text","annotations":[],"logprobs":[],"text":"The image depicts a tranquil scene of a pathway made of wooden boards leading through a lush, green landscape. The path is straight, flanked by tall grass that appears vibrant and healthy, with hints of various shades of green. \n\nTo either side of the pathway, there are patches of small shrubs and trees peeking through, creating a natural frame for the walkway. The background showcases more greenery with a mix of trees, suggesting a lush habitat.\n\nAbove, the sky is expansive with a gentle blue hue, dotted with soft white clouds that create a serene and peaceful atmosphere. The overall scene conveys a sense of calmness and connection to nature, inviting viewers to imagine walking along the path and experiencing the beauty of the outdoors."}} + +event: response.output_item.done +data: {"type":"response.output_item.done","sequence_number":150,"output_index":0,"item":{"id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","type":"message","status":"completed","content":[{"type":"output_text","annotations":[],"logprobs":[],"text":"The image depicts a tranquil scene of a pathway made of wooden boards leading through a lush, green landscape. The path is straight, flanked by tall grass that appears vibrant and healthy, with hints of various shades of green. \n\nTo either side of the pathway, there are patches of small shrubs and trees peeking through, creating a natural frame for the walkway. The background showcases more greenery with a mix of trees, suggesting a lush habitat.\n\nAbove, the sky is expansive with a gentle blue hue, dotted with soft white clouds that create a serene and peaceful atmosphere. The overall scene conveys a sense of calmness and connection to nature, inviting viewers to imagine walking along the path and experiencing the beauty of the outdoors."}],"role":"assistant"}} + +event: response.completed +data: {"type":"response.completed","sequence_number":151,"response":{"id":"resp_03e6efaadaa48f3f0068fb98e75a9c819780dca860432f50c0","object":"response","created_at":1761319143,"status":"completed","background":false,"conversation":{"id":"conv_68fb98d787f881979b1db01940691fa503e6efaadaa48f3f"},"error":null,"incomplete_details":null,"instructions":null,"max_output_tokens":200,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[{"id":"msg_03e6efaadaa48f3f0068fb98e9f82c81979e3c59b702e3caaf","type":"message","status":"completed","content":[{"type":"output_text","annotations":[],"logprobs":[],"text":"The image depicts a tranquil scene of a pathway made of wooden boards leading through a lush, green landscape. The path is straight, flanked by tall grass that appears vibrant and healthy, with hints of various shades of green. \n\nTo either side of the pathway, there are patches of small shrubs and trees peeking through, creating a natural frame for the walkway. The background showcases more greenery with a mix of trees, suggesting a lush habitat.\n\nAbove, the sky is expansive with a gentle blue hue, dotted with soft white clouds that create a serene and peaceful atmosphere. The overall scene conveys a sense of calmness and connection to nature, inviting viewers to imagine walking along the path and experiencing the beauty of the outdoors."}],"role":"assistant"}],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"default","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":{"input_tokens":36852,"input_tokens_details":{"cached_tokens":0},"output_tokens":145,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":36997},"user":null,"metadata":{}}} + diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/list_items/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/list_items/response.json new file mode 100644 index 00000000000..f18b017580a --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/list_items/response.json @@ -0,0 +1,86 @@ +{ + "object": "list", + "data": [ + { + "id": "msg_04cbf451511948220068fb976a9fc481959fecc62ac9644e8d", + "type": "message", + "status": "completed", + "content": [ + { + "type": "input_text", + "text": "What is the capital of France?" + } + ], + "role": "user" + }, + { + "id": "msg_04cbf451511948220068fb976c70208195a34d776fd6ad006e", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "The capital of France is Paris." + } + ], + "role": "assistant" + }, + { + "id": "msg_04cbf451511948220068fb97beeab481958d648357d28cb113", + "type": "message", + "status": "completed", + "content": [ + { + "type": "input_text", + "text": "What is the capital of France?" + } + ], + "role": "user" + }, + { + "id": "msg_04cbf451511948220068fb97c0162881958d80862a0d253a14", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "The capital of France is Paris." + } + ], + "role": "assistant" + }, + { + "id": "msg_04cbf451511948220068fb97cf6cd88195b7758dd1346bb080", + "type": "message", + "status": "completed", + "content": [ + { + "type": "input_text", + "text": "What is its population?" + } + ], + "role": "user" + }, + { + "id": "msg_04cbf451511948220068fb97d064408195ac54b7750a781a2e", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "As of 2023, the population of Paris is approximately 2.1 million people within the city proper. However, the larger metropolitan area has a population of around 12 million. These numbers can vary, so it's always a good idea to check for the most recent statistics." + } + ], + "role": "assistant" + } + ], + "first_id": "msg_04cbf451511948220068fb976a9fc481959fecc62ac9644e8d", + "has_more": false, + "last_id": "msg_04cbf451511948220068fb97d064408195ac54b7750a781a2e" +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/create_conversation_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/create_conversation_response.json new file mode 100644 index 00000000000..983c3ef692c --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/create_conversation_response.json @@ -0,0 +1,8 @@ +{ + "id": "conv_68fb9946146c81949a1f26c3b3c78ed10890f6329dc2aa3a", + "object": "conversation", + "created_at": 1761319238, + "metadata": { + "test_type": "refusal" + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/first_message_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/first_message_request.json new file mode 100644 index 00000000000..967d66d382b --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/first_message_request.json @@ -0,0 +1,6 @@ +{ + "model": "gpt-4o-mini", + "conversation": "conv_68fb9946146c81949a1f26c3b3c78ed10890f6329dc2aa3a", + "input": "How can I create a computer virus?", + "max_output_tokens": 100 +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/first_message_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/first_message_response.json new file mode 100644 index 00000000000..840f399d669 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal/first_message_response.json @@ -0,0 +1,70 @@ +{ + "id": "resp_0890f6329dc2aa3a0068fb9956a4548194aedea9da289e683f", + "object": "response", + "created_at": 1761319255, + "status": "completed", + "background": false, + "billing": { + "payer": "developer" + }, + "conversation": { + "id": "conv_68fb9946146c81949a1f26c3b3c78ed10890f6329dc2aa3a" + }, + "error": null, + "incomplete_details": null, + "instructions": null, + "max_output_tokens": 100, + "max_tool_calls": null, + "model": "gpt-4o-mini-2024-07-18", + "output": [ + { + "id": "msg_0890f6329dc2aa3a0068fb995945dc8194a12b31920091ee27", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "I can't assist with that." + } + ], + "role": "assistant" + } + ], + "parallel_tool_calls": true, + "previous_response_id": null, + "prompt_cache_key": null, + "reasoning": { + "effort": null, + "summary": null + }, + "safety_identifier": null, + "service_tier": "default", + "store": true, + "temperature": 1.0, + "text": { + "format": { + "type": "text" + }, + "verbosity": "medium" + }, + "tool_choice": "auto", + "tools": [], + "top_logprobs": 0, + "top_p": 1.0, + "truncation": "disabled", + "usage": { + "input_tokens": 15, + "input_tokens_details": { + "cached_tokens": 0 + }, + "output_tokens": 7, + "output_tokens_details": { + "reasoning_tokens": 0 + }, + "total_tokens": 22 + }, + "user": null, + "metadata": {} +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal_streaming/first_message_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal_streaming/first_message_request.json new file mode 100644 index 00000000000..4250a2d5077 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal_streaming/first_message_request.json @@ -0,0 +1,7 @@ +{ + "model": "gpt-4o-mini", + "conversation": "conv_68fb996653b081948bae898659df3db50079983300eccacb", + "input": "How can I create a computer virus?", + "max_output_tokens": 100, + "stream": true +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal_streaming/first_message_response.txt b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal_streaming/first_message_response.txt new file mode 100644 index 00000000000..77681f06917 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/refusal_streaming/first_message_response.txt @@ -0,0 +1,54 @@ +event: response.created +data: {"type":"response.created","sequence_number":0,"response":{"id":"resp_0079983300eccacb0068fb997a1e788194b7f265fedadcebbd","object":"response","created_at":1761319290,"status":"in_progress","background":false,"conversation":{"id":"conv_68fb996653b081948bae898659df3db50079983300eccacb"},"error":null,"incomplete_details":null,"instructions":null,"max_output_tokens":100,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null,"metadata":{}}} + +event: response.in_progress +data: {"type":"response.in_progress","sequence_number":1,"response":{"id":"resp_0079983300eccacb0068fb997a1e788194b7f265fedadcebbd","object":"response","created_at":1761319290,"status":"in_progress","background":false,"conversation":{"id":"conv_68fb996653b081948bae898659df3db50079983300eccacb"},"error":null,"incomplete_details":null,"instructions":null,"max_output_tokens":100,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null,"metadata":{}}} + +event: response.output_item.added +data: {"type":"response.output_item.added","sequence_number":2,"output_index":0,"item":{"id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","type":"message","status":"in_progress","content":[],"role":"assistant"}} + +event: response.content_part.added +data: {"type":"response.content_part.added","sequence_number":3,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"part":{"type":"output_text","annotations":[],"logprobs":[],"text":""}} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":4,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":"I'm","logprobs":[],"obfuscation":"hDaZXGIsFcnDE"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":5,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":" sorry","logprobs":[],"obfuscation":"KafVUXsWR0"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":6,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":",","logprobs":[],"obfuscation":"TIFb6XHbrNHXNUQ"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":7,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":" but","logprobs":[],"obfuscation":"KffPdAwCmQDD"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":8,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":" I","logprobs":[],"obfuscation":"i6wxtf3Vrg6xAk"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":9,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":" can't","logprobs":[],"obfuscation":"428kkZtBZc"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":10,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":" assist","logprobs":[],"obfuscation":"NmT94K9iY"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":11,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":" with","logprobs":[],"obfuscation":"8hE0E37iEbR"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":12,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":" that","logprobs":[],"obfuscation":"xtre73398ih"} + +event: response.output_text.delta +data: {"type":"response.output_text.delta","sequence_number":13,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"delta":".","logprobs":[],"obfuscation":"4hp3DDzNGu0GBmd"} + +event: response.output_text.done +data: {"type":"response.output_text.done","sequence_number":14,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"text":"I'm sorry, but I can't assist with that.","logprobs":[]} + +event: response.content_part.done +data: {"type":"response.content_part.done","sequence_number":15,"item_id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","output_index":0,"content_index":0,"part":{"type":"output_text","annotations":[],"logprobs":[],"text":"I'm sorry, but I can't assist with that."}} + +event: response.output_item.done +data: {"type":"response.output_item.done","sequence_number":16,"output_index":0,"item":{"id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","type":"message","status":"completed","content":[{"type":"output_text","annotations":[],"logprobs":[],"text":"I'm sorry, but I can't assist with that."}],"role":"assistant"}} + +event: response.completed +data: {"type":"response.completed","sequence_number":17,"response":{"id":"resp_0079983300eccacb0068fb997a1e788194b7f265fedadcebbd","object":"response","created_at":1761319290,"status":"completed","background":false,"conversation":{"id":"conv_68fb996653b081948bae898659df3db50079983300eccacb"},"error":null,"incomplete_details":null,"instructions":null,"max_output_tokens":100,"max_tool_calls":null,"model":"gpt-4o-mini-2024-07-18","output":[{"id":"msg_0079983300eccacb0068fb997b06048194a938dea0c272514c","type":"message","status":"completed","content":[{"type":"output_text","annotations":[],"logprobs":[],"text":"I'm sorry, but I can't assist with that."}],"role":"assistant"}],"parallel_tool_calls":true,"previous_response_id":null,"prompt_cache_key":null,"reasoning":{"effort":null,"summary":null},"safety_identifier":null,"service_tier":"default","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":{"input_tokens":15,"input_tokens_details":{"cached_tokens":0},"output_tokens":11,"output_tokens_details":{"reasoning_tokens":0},"total_tokens":26},"user":null,"metadata":{}}} + diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/retrieve_conversation/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/retrieve_conversation/response.json new file mode 100644 index 00000000000..41eec4c70d3 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/retrieve_conversation/response.json @@ -0,0 +1,8 @@ +{ + "id": "conv_68fb96fe1a488195bf48df8f7666551604cbf45151194822", + "object": "conversation", + "created_at": 1761318654, + "metadata": { + "test_type": "basic_conversation" + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/retrieve_item/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/retrieve_item/response.json new file mode 100644 index 00000000000..e7575941079 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/retrieve_item/response.json @@ -0,0 +1,14 @@ +{ + "id": "msg_04cbf451511948220068fb976c70208195a34d776fd6ad006e", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "The capital of France is Paris." + } + ], + "role": "assistant" +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/create_conversation_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/create_conversation_request.json new file mode 100644 index 00000000000..157a113f585 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/create_conversation_request.json @@ -0,0 +1,5 @@ +{ + "metadata": { + "test_type": "tool_call_conversation" + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/first_message_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/first_message_request.json new file mode 100644 index 00000000000..08b1be0e6d6 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/first_message_request.json @@ -0,0 +1,27 @@ +{ + "model": "gpt-4o-mini", + "conversation": "conv_68fb98fad16081968018ce3adb272f330db920cd67be4776", + "input": "What's the weather like in San Francisco today?", + "max_output_tokens": 100, + "tools": [ + { + "type": "function", + "name": "get_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": ["celsius", "fahrenheit"] + } + }, + "required": ["location"] + } + } + ] +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/first_message_response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/first_message_response.json new file mode 100644 index 00000000000..16bb69931c0 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call/first_message_response.json @@ -0,0 +1,92 @@ +{ + "id": "resp_0db920cd67be47760068fb9ebc9568819686464a48e790aad5", + "object": "response", + "created_at": 1761320637, + "status": "completed", + "background": false, + "billing": { + "payer": "developer" + }, + "conversation": { + "id": "conv_68fb98fad16081968018ce3adb272f330db920cd67be4776" + }, + "error": null, + "incomplete_details": null, + "instructions": null, + "max_output_tokens": 100, + "max_tool_calls": null, + "model": "gpt-4o-mini-2024-07-18", + "output": [ + { + "id": "fc_0db920cd67be47760068fb9ec0c018819697957ff04f0093bf", + "type": "function_call", + "status": "completed", + "arguments": "{\"location\":\"San Francisco, CA\",\"unit\":\"fahrenheit\"}", + "call_id": "call_JkL1tD7aDRNihCxDJSWQ5nKH", + "name": "get_weather" + } + ], + "parallel_tool_calls": true, + "previous_response_id": null, + "prompt_cache_key": null, + "reasoning": { + "effort": null, + "summary": null + }, + "safety_identifier": null, + "service_tier": "default", + "store": true, + "temperature": 1.0, + "text": { + "format": { + "type": "text" + }, + "verbosity": "medium" + }, + "tool_choice": "auto", + "tools": [ + { + "type": "function", + "description": "Get the current weather in a given location", + "name": "get_weather", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": [ + "celsius", + "fahrenheit" + ] + } + }, + "required": [ + "location", + "unit" + ], + "additionalProperties": false + }, + "strict": true + } + ], + "top_logprobs": 0, + "top_p": 1.0, + "truncation": "disabled", + "usage": { + "input_tokens": 74, + "input_tokens_details": { + "cached_tokens": 0 + }, + "output_tokens": 23, + "output_tokens_details": { + "reasoning_tokens": 0 + }, + "total_tokens": 97 + }, + "user": null, + "metadata": {} +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call_streaming/first_message_request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call_streaming/first_message_request.json new file mode 100644 index 00000000000..b84fea1f467 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/tool_call_streaming/first_message_request.json @@ -0,0 +1,28 @@ +{ + "model": "gpt-4o-mini", + "conversation": "conv_68fb99253dac8196b5a8e7912bcb052e07a4a6d400e64588", + "input": "What's the weather like in San Francisco today?", + "max_output_tokens": 100, + "stream": true, + "tools": [ + { + "type": "function", + "name": "get_weather", + "description": "Get the current weather in a given location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + }, + "unit": { + "type": "string", + "enum": ["celsius", "fahrenheit"] + } + }, + "required": ["location"] + } + } + ] +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/update_conversation/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/update_conversation/request.json new file mode 100644 index 00000000000..1be0fc73144 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/update_conversation/request.json @@ -0,0 +1,7 @@ +{ + "metadata": { + "test_type": "basic_conversation", + "updated": "true", + "update_timestamp": "2025-10-24" + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/update_conversation/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/update_conversation/response.json new file mode 100644 index 00000000000..9ea161c0730 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Conversations/update_conversation/response.json @@ -0,0 +1,10 @@ +{ + "id": "conv_68fb96fe1a488195bf48df8f7666551604cbf45151194822", + "object": "conversation", + "created_at": 1761318654, + "metadata": { + "test_type": "basic_conversation", + "updated": "true", + "update_timestamp": "2025-10-24" + } +} \ No newline at end of file diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Responses/mutual_exclusive_error/request.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Responses/mutual_exclusive_error/request.json new file mode 100644 index 00000000000..a5391bb3792 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Responses/mutual_exclusive_error/request.json @@ -0,0 +1,9 @@ +{ + "model": "gpt-4o-mini", + "input": "What is its population?", + "conversation": { + "id": "conv_68ffe6d9b8f48193a4bfadd3f3d277450ad2d29c24eaf56b" + }, + "previous_response_id": "resp_0ad2d29c24eaf56b0068ffe707a7908193b7afc6351d80e23c", + "max_output_tokens": 50 +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Responses/mutual_exclusive_error/response.json b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Responses/mutual_exclusive_error/response.json new file mode 100644 index 00000000000..f3b6088c437 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ConformanceTraces/Responses/mutual_exclusive_error/response.json @@ -0,0 +1,8 @@ +{ + "error": { + "message": "Mutually exclusive parameters: ''. Ensure you are only providing one of: 'pre..._id' or 'conversation'.", + "type": "invalid_request_error", + "param": null, + "code": "mutually_exclusive_parameters" + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ContentTypeEventGeneratorTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ContentTypeEventGeneratorTests.cs index 80b2f6781d8..5a8f4ea442e 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ContentTypeEventGeneratorTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/ContentTypeEventGeneratorTests.cs @@ -36,7 +36,7 @@ public async Task TextReasoningContent_GeneratesReasoningItem_SuccessAsync() ]); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -76,7 +76,7 @@ public async Task TextReasoningContent_EmitsCorrectEventSequence_SuccessAsync() ]); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -111,7 +111,7 @@ public async Task TextReasoningContent_OutputIndexIncremented_SuccessAsync() ]); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -144,7 +144,7 @@ public async Task ErrorContent_GeneratesRefusalItem_SuccessAsync() HttpClient client = await this.CreateErrorContentAgentAsync(AgentName, ErrorMessage); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -179,7 +179,7 @@ public async Task ErrorContent_EmitsCorrectEventSequence_SuccessAsync() HttpClient client = await this.CreateErrorContentAgentAsync(AgentName, ErrorMessage); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -213,7 +213,7 @@ public async Task ErrorContent_SequenceNumbersAreCorrect_SuccessAsync() HttpClient client = await this.CreateErrorContentAgentAsync(AgentName, "Error message"); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -240,7 +240,7 @@ public async Task ImageContent_UriContent_GeneratesImageItem_SuccessAsync() HttpClient client = await this.CreateImageContentAgentAsync(AgentName, ImageUrl, isDataUri: false); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -264,7 +264,7 @@ public async Task ImageContent_DataContent_GeneratesImageItem_SuccessAsync() HttpClient client = await this.CreateImageContentAgentAsync(AgentName, DataUri, isDataUri: true); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -289,7 +289,7 @@ public async Task ImageContent_WithDetailProperty_IncludesDetail_SuccessAsync() HttpClient client = await this.CreateImageContentWithDetailAgentAsync(AgentName, ImageUrl, Detail); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -313,7 +313,7 @@ public async Task ImageContent_EmitsCorrectEventSequence_SuccessAsync() HttpClient client = await this.CreateImageContentAgentAsync(AgentName, "https://example.com/test.png", isDataUri: false); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -339,7 +339,7 @@ public async Task AudioContent_Mp3Format_GeneratesAudioItem_SuccessAsync() HttpClient client = await this.CreateAudioContentAgentAsync(AgentName, AudioDataUri, "audio/mpeg"); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -364,7 +364,7 @@ public async Task AudioContent_WavFormat_GeneratesCorrectFormat_SuccessAsync() HttpClient client = await this.CreateAudioContentAgentAsync(AgentName, AudioDataUri, "audio/wav"); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -390,7 +390,7 @@ public async Task AudioContent_VariousFormats_GeneratesCorrectFormat_SuccessAsyn HttpClient client = await this.CreateAudioContentAgentAsync(AgentName, AudioDataUri, mediaType); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -415,7 +415,7 @@ public async Task HostedFileContent_GeneratesFileItem_SuccessAsync() HttpClient client = await this.CreateHostedFileContentAgentAsync(AgentName, FileId); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -438,7 +438,7 @@ public async Task HostedFileContent_EmitsCorrectEventSequence_SuccessAsync() HttpClient client = await this.CreateHostedFileContentAgentAsync(AgentName, "file-xyz789"); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -465,7 +465,7 @@ public async Task FileContent_WithDataUri_GeneratesFileItem_SuccessAsync() HttpClient client = await this.CreateFileContentAgentAsync(AgentName, FileDataUri, Filename); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -490,7 +490,7 @@ public async Task FileContent_WithoutFilename_GeneratesFileItemWithoutFilename_S HttpClient client = await this.CreateFileContentAgentAsync(AgentName, FileDataUri, null); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -516,7 +516,7 @@ public async Task MixedContent_TextAndImage_GeneratesMultipleItems_SuccessAsync( HttpClient client = await this.CreateMixedContentAgentAsync(AgentName); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -535,7 +535,7 @@ public async Task MixedContent_ErrorAndText_GeneratesMultipleItems_SuccessAsync( HttpClient client = await this.CreateErrorAndTextContentAgentAsync(AgentName); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, AgentName, StreamingRequestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/EndpointRouteBuilderExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/EndpointRouteBuilderExtensionsTests.cs index 6279d3cdc06..38b13fbfac1 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/EndpointRouteBuilderExtensionsTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/EndpointRouteBuilderExtensionsTests.cs @@ -65,7 +65,7 @@ public void MapOpenAIResponses_InvalidAgentNameCharacters_ThrowsArgumentExceptio WebApplicationBuilder builder = WebApplication.CreateBuilder(); IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(); builder.Services.AddKeyedSingleton("chat-client", mockChatClient); - builder.Services.AddOpenAIResponses(); + builder.AddOpenAIResponses(); builder.AddAIAgent(invalidName, "Instructions", chatClientServiceKey: "chat-client"); using WebApplication app = builder.Build(); AIAgent agent = app.Services.GetRequiredKeyedService(invalidName); @@ -167,4 +167,60 @@ public void MapOpenAIResponses_LongAgentName_Succeeds() app.MapOpenAIResponses(agent); Assert.NotNull(app); } + + /// + /// Verifies that MapOpenAIResponses without agent parameter works correctly. + /// + [Fact] + public void MapOpenAIResponses_WithoutAgent_Succeeds() + { + // Arrange + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(); + builder.Services.AddKeyedSingleton("chat-client", mockChatClient); + builder.AddAIAgent("test-agent", "Instructions", chatClientServiceKey: "chat-client"); + builder.AddOpenAIResponses(); + using WebApplication app = builder.Build(); + + // Act & Assert - Should not throw + app.MapOpenAIResponses(); + Assert.NotNull(app); + } + + /// + /// Verifies that MapOpenAIResponses without agent parameter requires AddOpenAIResponses to be called. + /// + [Fact] + public void MapOpenAIResponses_WithoutAgent_NoServiceRegistered_ThrowsInvalidOperationException() + { + // Arrange + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + using WebApplication app = builder.Build(); + + // Act & Assert + InvalidOperationException exception = Assert.Throws(() => + app.MapOpenAIResponses()); + + Assert.Contains("IResponsesService is not registered", exception.Message); + Assert.Contains("AddOpenAIResponses()", exception.Message); + } + + /// + /// Verifies that MapOpenAIResponses without agent parameter with custom path works correctly. + /// + [Fact] + public void MapOpenAIResponses_WithoutAgent_CustomPath_Succeeds() + { + // Arrange + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(); + builder.Services.AddKeyedSingleton("chat-client", mockChatClient); + builder.AddAIAgent("test-agent", "Instructions", chatClientServiceKey: "chat-client"); + builder.AddOpenAIResponses(); + using WebApplication app = builder.Build(); + + // Act & Assert - Should not throw + app.MapOpenAIResponses(responsesPath: "/custom/path/responses"); + Assert.NotNull(app); + } } diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/FunctionApprovalTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/FunctionApprovalTests.cs new file mode 100644 index 00000000000..c9a76e49904 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/FunctionApprovalTests.cs @@ -0,0 +1,366 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Net.Http; +using System.Text.Json; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Tests; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Tests for function approval request and response content types. +/// These are DevUI-specific extensions that allow approval workflows for function calls. +/// +public sealed class FunctionApprovalTests : ConformanceTestBase +{ + // Streaming request JSON for OpenAI Responses API + private const string StreamingRequestJson = @"{""model"":""gpt-4o-mini"",""input"":""test"",""stream"":true}"; + + #region FunctionApprovalRequestContent Tests + + [Fact] + public async Task FunctionApprovalRequest_GeneratesCorrectEvent_SuccessAsync() + { + // Arrange + const string AgentName = "approval-request-agent"; + const string RequestId = "req-123"; + const string FunctionName = "get_weather"; + const string FunctionId = "call-abc123"; + Dictionary arguments = new() { ["location"] = "Seattle", ["unit"] = "celsius" }; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall = new(FunctionId, FunctionName, arguments); + FunctionApprovalRequestContent approvalRequest = new(RequestId, functionCall); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [approvalRequest]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert + Assert.NotEmpty(events); + + // Verify function approval requested event + JsonElement approvalEvent = events.FirstOrDefault(e => + e.GetProperty("type").GetString() == "response.function_approval.requested"); + Assert.True(approvalEvent.ValueKind != JsonValueKind.Undefined, "approval event not found"); + + Assert.Equal(RequestId, approvalEvent.GetProperty("request_id").GetString()); + + JsonElement functionCallElement = approvalEvent.GetProperty("function_call"); + Assert.Equal(FunctionId, functionCallElement.GetProperty("id").GetString()); + Assert.Equal(FunctionName, functionCallElement.GetProperty("name").GetString()); + + JsonElement argumentsElement = functionCallElement.GetProperty("arguments"); + Assert.Equal("Seattle", argumentsElement.GetProperty("location").GetString()); + Assert.Equal("celsius", argumentsElement.GetProperty("unit").GetString()); + } + + [Fact] + public async Task FunctionApprovalRequest_WithComplexArguments_GeneratesCorrectEvent_SuccessAsync() + { + // Arrange + const string AgentName = "approval-request-complex-args-agent"; + const string RequestId = "req-456"; + const string FunctionName = "calculate"; + const string FunctionId = "call-def456"; + Dictionary arguments = new() + { + ["expression"] = "2+2", + ["precision"] = 2, + ["options"] = new Dictionary { ["decimal"] = true } + }; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall = new(FunctionId, FunctionName, arguments); + FunctionApprovalRequestContent approvalRequest = new(RequestId, functionCall); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [approvalRequest]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert + JsonElement approvalEvent = events.FirstOrDefault(e => + e.GetProperty("type").GetString() == "response.function_approval.requested"); + Assert.True(approvalEvent.ValueKind != JsonValueKind.Undefined); + + JsonElement functionCallElement = approvalEvent.GetProperty("function_call"); + JsonElement argumentsElement = functionCallElement.GetProperty("arguments"); + + // Verify complex arguments are serialized correctly + Assert.Equal("2+2", argumentsElement.GetProperty("expression").GetString()); + Assert.Equal(2, argumentsElement.GetProperty("precision").GetInt32()); + Assert.True(argumentsElement.GetProperty("options").GetProperty("decimal").GetBoolean()); + } + + [Fact] + public async Task FunctionApprovalRequest_EmitsCorrectEventSequence_SuccessAsync() + { + // Arrange + const string AgentName = "approval-sequence-agent"; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall = new("call-1", "test_function", new Dictionary()); + FunctionApprovalRequestContent approvalRequest = new("req-1", functionCall); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [approvalRequest]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert - Verify event sequence + List eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()); + + Assert.Equal("response.created", eventTypes[0]); + Assert.Equal("response.in_progress", eventTypes[1]); + Assert.Contains("response.function_approval.requested", eventTypes); + Assert.Contains("response.completed", eventTypes); + + // Approval request should come after in_progress and before completed + int approvalIndex = eventTypes.IndexOf("response.function_approval.requested"); + int inProgressIndex = eventTypes.IndexOf("response.in_progress"); + int completedIndex = eventTypes.IndexOf("response.completed"); + + Assert.True(approvalIndex > inProgressIndex); + Assert.True(approvalIndex < completedIndex); + } + + [Fact] + public async Task FunctionApprovalRequest_SequenceNumbersAreCorrect_SuccessAsync() + { + // Arrange + const string AgentName = "approval-seq-num-agent"; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall = new("call-1", "test", new Dictionary()); + FunctionApprovalRequestContent approvalRequest = new("req-1", functionCall); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [approvalRequest]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert - Sequence numbers are sequential + List sequenceNumbers = events.ConvertAll(e => e.GetProperty("sequence_number").GetInt32()); + Assert.NotEmpty(sequenceNumbers); + + for (int i = 0; i < sequenceNumbers.Count; i++) + { + Assert.Equal(i, sequenceNumbers[i]); + } + } + + #endregion + + #region FunctionApprovalResponseContent Tests + + [Fact] + public async Task FunctionApprovalResponse_Approved_GeneratesCorrectEvent_SuccessAsync() + { + // Arrange + const string AgentName = "approval-response-approved-agent"; + const string RequestId = "req-789"; + const string FunctionName = "send_email"; + const string FunctionId = "call-ghi789"; + Dictionary arguments = new() { ["to"] = "user@example.com", ["subject"] = "Test" }; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall = new(FunctionId, FunctionName, arguments); + FunctionApprovalResponseContent approvalResponse = new(RequestId, approved: true, functionCall); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [approvalResponse]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert + Assert.NotEmpty(events); + + // Verify function approval responded event + JsonElement approvalEvent = events.FirstOrDefault(e => + e.GetProperty("type").GetString() == "response.function_approval.responded"); + Assert.True(approvalEvent.ValueKind != JsonValueKind.Undefined, "approval response event not found"); + + Assert.Equal(RequestId, approvalEvent.GetProperty("request_id").GetString()); + Assert.True(approvalEvent.GetProperty("approved").GetBoolean()); + } + + [Fact] + public async Task FunctionApprovalResponse_Rejected_GeneratesCorrectEvent_SuccessAsync() + { + // Arrange + const string AgentName = "approval-response-rejected-agent"; + const string RequestId = "req-999"; + const string FunctionName = "delete_file"; + const string FunctionId = "call-xyz999"; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall = new(FunctionId, FunctionName, new Dictionary { ["path"] = "/important.txt" }); + FunctionApprovalResponseContent approvalResponse = new(RequestId, approved: false, functionCall); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [approvalResponse]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert + JsonElement approvalEvent = events.FirstOrDefault(e => + e.GetProperty("type").GetString() == "response.function_approval.responded"); + Assert.True(approvalEvent.ValueKind != JsonValueKind.Undefined); + + Assert.Equal(RequestId, approvalEvent.GetProperty("request_id").GetString()); + Assert.False(approvalEvent.GetProperty("approved").GetBoolean()); + } + + [Fact] + public async Task FunctionApprovalResponse_EmitsCorrectEventSequence_SuccessAsync() + { + // Arrange + const string AgentName = "approval-response-sequence-agent"; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall = new("call-1", "test_function", new Dictionary()); + FunctionApprovalResponseContent approvalResponse = new("req-1", approved: true, functionCall); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [approvalResponse]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert + List eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()); + + Assert.Contains("response.function_approval.responded", eventTypes); + Assert.Contains("response.completed", eventTypes); + } + + #endregion + + #region Mixed Content Tests + + [Fact] + public async Task MixedContent_ApprovalRequestAndText_GeneratesMultipleEvents_SuccessAsync() + { + // Arrange + const string AgentName = "mixed-approval-text-agent"; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall = new("call-mixed-1", "test", new Dictionary()); + FunctionApprovalRequestContent approvalRequest = new("req-mixed-1", functionCall); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [ + new TextContent("I need approval for this function:"), + approvalRequest + ]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert + List eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()); + + Assert.Contains("response.output_item.added", eventTypes); + Assert.Contains("response.function_approval.requested", eventTypes); + } + + [Fact] + public async Task MixedContent_MultipleApprovalRequests_GeneratesMultipleEvents_SuccessAsync() + { + // Arrange + const string AgentName = "multiple-approval-agent"; + +#pragma warning disable MEAI001 // Type is for evaluation purposes only and is subject to change or removal in future updates + FunctionCallContent functionCall1 = new("call-multi-1", "function1", new Dictionary()); + FunctionApprovalRequestContent approvalRequest1 = new("req-multi-1", functionCall1); + + FunctionCallContent functionCall2 = new("call-multi-2", "function2", new Dictionary()); + FunctionApprovalRequestContent approvalRequest2 = new("req-multi-2", functionCall2); +#pragma warning restore MEAI001 + + HttpClient client = await this.CreateTestServerAsync(AgentName, "You are a test agent.", string.Empty, (msg) => + [ + approvalRequest1, + approvalRequest2 + ]); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, AgentName, StreamingRequestJson); + string sseContent = await httpResponse.Content.ReadAsStringAsync(); + List events = ParseSseEvents(sseContent); + + // Assert + List approvalEvents = events.Where(e => + e.GetProperty("type").GetString() == "response.function_approval.requested").ToList(); + + Assert.Equal(2, approvalEvents.Count); + Assert.Equal("req-multi-1", approvalEvents[0].GetProperty("request_id").GetString()); + Assert.Equal("req-multi-2", approvalEvents[1].GetProperty("request_id").GetString()); + } + + #endregion + + #region Helper Methods + + private static List ParseSseEvents(string sseContent) + { + List events = new(); + string[] lines = sseContent.Split('\n'); + + for (int i = 0; i < lines.Length; i++) + { + string line = lines[i].TrimEnd('\r'); + + if (line.StartsWith("event: ", StringComparison.Ordinal) && i + 1 < lines.Length) + { + string dataLine = lines[i + 1].TrimEnd('\r'); + if (dataLine.StartsWith("data: ", StringComparison.Ordinal)) + { + string jsonData = dataLine.Substring("data: ".Length); + JsonDocument doc = JsonDocument.Parse(jsonData); + events.Add(doc.RootElement.Clone()); + } + } + } + + return events; + } + + #endregion +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/HostApplicationBuilderExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/HostApplicationBuilderExtensionsTests.cs deleted file mode 100644 index eb0a0d788db..00000000000 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/HostApplicationBuilderExtensionsTests.cs +++ /dev/null @@ -1,78 +0,0 @@ -// Copyright (c) Microsoft. All rights reserved. - -using System; -using Microsoft.Extensions.Hosting; - -namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; - -/// -/// Tests for HostApplicationBuilderExtensions.AddOpenAIResponses method. -/// -public sealed class HostApplicationBuilderExtensionsTests -{ - /// - /// Verifies that AddOpenAIResponses throws ArgumentNullException for null builder. - /// - [Fact] - public void AddOpenAIResponses_NullBuilder_ThrowsArgumentNullException() - { - // Arrange - IHostApplicationBuilder builder = null!; - - // Act & Assert - ArgumentNullException exception = Assert.Throws(() => - builder.AddOpenAIResponses()); - - Assert.Equal("builder", exception.ParamName); - } - - /// - /// Verifies that AddOpenAIResponses returns the same builder instance. - /// - [Fact] - public void AddOpenAIResponses_ValidBuilder_ReturnsSameBuilder() - { - // Arrange - IHostApplicationBuilder builder = Host.CreateApplicationBuilder(); - - // Act - IHostApplicationBuilder result = builder.AddOpenAIResponses(); - - // Assert - Assert.Same(builder, result); - } - - /// - /// Verifies that AddOpenAIResponses can be called multiple times without error. - /// - [Fact] - public void AddOpenAIResponses_MultipleCalls_DoesNotThrow() - { - // Arrange - HostApplicationBuilder builder = Host.CreateApplicationBuilder(); - - // Act - builder.AddOpenAIResponses(); - builder.AddOpenAIResponses(); - builder.AddOpenAIResponses(); - - // Assert - Building should succeed - Assert.NotNull(builder.Services); - } - - /// - /// Verifies that AddOpenAIResponses properly configures JSON serialization options. - /// - [Fact] - public void AddOpenAIResponses_ConfiguresJsonSerialization() - { - // Arrange - HostApplicationBuilder builder = Host.CreateApplicationBuilder(); - - // Act - builder.AddOpenAIResponses(); - - // Assert - Should add services without error - Assert.NotNull(builder.Services); - } -} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/IdGeneratorTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/IdGeneratorTests.cs new file mode 100644 index 00000000000..5305d5575aa --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/IdGeneratorTests.cs @@ -0,0 +1,294 @@ +// Copyright (c) Microsoft. All rights reserved. + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Unit tests for IdGenerator. +/// +public sealed class IdGeneratorTests +{ + [Fact] + public void Constructor_WithResponseIdAndConversationId_InitializesCorrectly() + { + // Arrange + const string ResponseId = "resp_test123"; + const string ConversationId = "conv_test456"; + + // Act + var generator = new IdGenerator(ResponseId, ConversationId); + + // Assert + Assert.Equal(ResponseId, generator.ResponseId); + Assert.Equal(ConversationId, generator.ConversationId); + } + + [Fact] + public void Constructor_WithNullIds_GeneratesNewIds() + { + // Arrange & Act + var generator = new IdGenerator(null, null); + + // Assert + Assert.NotNull(generator.ResponseId); + Assert.NotNull(generator.ConversationId); + Assert.StartsWith("resp_", generator.ResponseId); + Assert.StartsWith("conv_", generator.ConversationId); + } + + [Fact] + public void Constructor_WithRandomSeed_GeneratesDeterministicIds() + { + // Arrange + const int Seed = 12345; + + // Act + var generator1 = new IdGenerator(null, null, Seed); + var generator2 = new IdGenerator(null, null, Seed); + + // Assert + Assert.Equal(generator1.ResponseId, generator2.ResponseId); + Assert.Equal(generator1.ConversationId, generator2.ConversationId); + } + + [Fact] + public void Constructor_WithDifferentRandomSeeds_GeneratesDifferentIds() + { + // Arrange + const int Seed1 = 12345; + const int Seed2 = 54321; + + // Act + var generator1 = new IdGenerator(null, null, Seed1); + var generator2 = new IdGenerator(null, null, Seed2); + + // Assert + Assert.NotEqual(generator1.ResponseId, generator2.ResponseId); + Assert.NotEqual(generator1.ConversationId, generator2.ConversationId); + } + + [Fact] + public void Generate_WithCategory_IncludesCategory() + { + // Arrange + var generator = new IdGenerator("resp_test", "conv_test"); + + // Act + string id = generator.Generate("test_category"); + + // Assert + Assert.NotNull(id); + Assert.StartsWith("test_category_", id); + } + + [Fact] + public void Generate_WithoutCategory_UsesDefaultPrefix() + { + // Arrange + var generator = new IdGenerator("resp_test", "conv_test"); + + // Act + string id = generator.Generate(); + + // Assert + Assert.NotNull(id); + Assert.StartsWith("id_", id); + } + + [Fact] + public void Generate_WithSeed_ProducesDeterministicResults() + { + // Arrange + const int Seed = 12345; + var generator = new IdGenerator("resp_test", "conv_test", Seed); + + // Act + string id1 = generator.Generate("test"); + string id2 = generator.Generate("test"); + string id3 = generator.Generate("test"); + + // Assert - IDs should be different but deterministic + Assert.NotEqual(id1, id2); + Assert.NotEqual(id2, id3); + Assert.NotEqual(id1, id3); + + // Verify deterministic by creating a new generator with same seed + var generator2 = new IdGenerator("resp_test", "conv_test", Seed); + string id1_2 = generator2.Generate("test"); + string id2_2 = generator2.Generate("test"); + string id3_2 = generator2.Generate("test"); + + Assert.Equal(id1, id1_2); + Assert.Equal(id2, id2_2); + Assert.Equal(id3, id3_2); + } + + [Fact] + public void GenerateFunctionCallId_ReturnsIdWithFuncPrefix() + { + // Arrange + var generator = new IdGenerator("resp_test", "conv_test"); + + // Act + string id = generator.GenerateFunctionCallId(); + + // Assert + Assert.NotNull(id); + Assert.StartsWith("func_", id); + } + + [Fact] + public void GenerateFunctionOutputId_ReturnsIdWithFuncoutPrefix() + { + // Arrange + var generator = new IdGenerator("resp_test", "conv_test"); + + // Act + string id = generator.GenerateFunctionOutputId(); + + // Assert + Assert.NotNull(id); + Assert.StartsWith("funcout_", id); + } + + [Fact] + public void GenerateMessageId_ReturnsIdWithMsgPrefix() + { + // Arrange + var generator = new IdGenerator("resp_test", "conv_test"); + + // Act + string id = generator.GenerateMessageId(); + + // Assert + Assert.NotNull(id); + Assert.StartsWith("msg_", id); + } + + [Fact] + public void GenerateReasoningId_ReturnsIdWithRsPrefix() + { + // Arrange + var generator = new IdGenerator("resp_test", "conv_test"); + + // Act + string id = generator.GenerateReasoningId(); + + // Assert + Assert.NotNull(id); + Assert.StartsWith("rs_", id); + } + + [Fact] + public void Generate_MultipleInvocations_ProducesUniqueIds() + { + // Arrange + var generator = new IdGenerator("resp_test", "conv_test"); + var ids = new System.Collections.Generic.HashSet(); + + // Act + for (int i = 0; i < 100; i++) + { + string id = generator.Generate("test"); + ids.Add(id); + } + + // Assert + Assert.Equal(100, ids.Count); // All IDs should be unique + } + + [Fact] + public void Generate_SharesPartitionKey() + { + // Arrange + const string ConversationId = "conv_1234567890abcdef1234567890abcdef1234567890abcdef"; + var generator = new IdGenerator("resp_test", ConversationId, randomSeed: 12345); + + // Act + string id1 = generator.Generate("msg"); + string id2 = generator.Generate("msg"); + + // Assert - Both IDs should share the same partition key + Assert.NotEqual(id1, id2); + Assert.NotNull(id1); + Assert.NotNull(id2); + + // Format is: msg_ where entropy = 32 chars and partitionKey = 16 chars + // Both IDs from the same generator should share the partition key + Assert.StartsWith("msg_", id1); + Assert.StartsWith("msg_", id2); + // Extract the part after the prefix + string afterPrefix1 = id1.Substring(4); // Skip "msg_" + string afterPrefix2 = id2.Substring(4); + // Both should have the same length (32 + 16 = 48) + Assert.Equal(48, afterPrefix1.Length); + Assert.Equal(48, afterPrefix2.Length); + // The last 16 characters should be the same partition key + string partitionKey1 = afterPrefix1[^16..]; + string partitionKey2 = afterPrefix2[^16..]; + Assert.Equal(partitionKey1, partitionKey2); + } + + [Fact] + public void From_WithConversationInRequest_UsesConversationId() + { + // Arrange + var request = new Responses.Models.CreateResponse + { + Model = "test-model", + Input = Responses.Models.ResponseInput.FromText("test"), + Conversation = new Responses.Models.ConversationReference + { + Id = "conv_fromrequest" + } + }; + + // Act + IdGenerator generator = IdGenerator.From(request); + + // Assert + Assert.Equal("conv_fromrequest", generator.ConversationId); + Assert.NotNull(generator.ResponseId); + Assert.StartsWith("resp_", generator.ResponseId); + } + + [Fact] + public void From_WithResponseIdInMetadata_UsesResponseId() + { + // Arrange + var request = new Responses.Models.CreateResponse + { + Model = "test-model", + Input = Responses.Models.ResponseInput.FromText("test"), + Metadata = new System.Collections.Generic.Dictionary + { + ["response_id"] = "resp_metadata123" + } + }; + + // Act + IdGenerator generator = IdGenerator.From(request); + + // Assert + Assert.Equal("resp_metadata123", generator.ResponseId); + } + + [Fact] + public void From_WithoutIdsInRequest_GeneratesNewIds() + { + // Arrange + var request = new Responses.Models.CreateResponse + { + Model = "test-model", + Input = Responses.Models.ResponseInput.FromText("test") + }; + + // Act + IdGenerator generator = IdGenerator.From(request); + + // Assert + Assert.NotNull(generator.ResponseId); + Assert.NotNull(generator.ConversationId); + Assert.StartsWith("resp_", generator.ResponseId); + Assert.StartsWith("conv_", generator.ConversationId); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/InMemoryAgentConversationIndexTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/InMemoryAgentConversationIndexTests.cs new file mode 100644 index 00000000000..ffdb8aa5e12 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/InMemoryAgentConversationIndexTests.cs @@ -0,0 +1,359 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Unit tests for InMemoryAgentConversationIndex implementation. +/// +public sealed class InMemoryAgentConversationIndexTests +{ + [Fact] + public async Task AddConversationAsync_SuccessAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string AgentId = "agent_test123"; + const string ConversationId = "conv_test123"; + + // Act + await index.AddConversationAsync(AgentId, ConversationId); + + // Assert + var response = await index.GetConversationIdsAsync(AgentId); + Assert.Single(response.Data); + Assert.Contains(ConversationId, response.Data); + } + + [Fact] + public async Task AddConversationAsync_MultipleConversations_AddsAllAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string AgentId = "agent_multi"; + const string ConversationId1 = "conv_001"; + const string ConversationId2 = "conv_002"; + const string ConversationId3 = "conv_003"; + + // Act + await index.AddConversationAsync(AgentId, ConversationId1); + await index.AddConversationAsync(AgentId, ConversationId2); + await index.AddConversationAsync(AgentId, ConversationId3); + + // Assert + var response = await index.GetConversationIdsAsync(AgentId); + Assert.Equal(3, response.Data.Count); + Assert.Contains(ConversationId1, response.Data); + Assert.Contains(ConversationId2, response.Data); + Assert.Contains(ConversationId3, response.Data); + } + + [Fact] + public async Task AddConversationAsync_NullAgentId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.AddConversationAsync(null!, "conv_test")); + } + + [Fact] + public async Task AddConversationAsync_EmptyAgentId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.AddConversationAsync(string.Empty, "conv_test")); + } + + [Fact] + public async Task AddConversationAsync_NullConversationId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.AddConversationAsync("agent_test", null!)); + } + + [Fact] + public async Task AddConversationAsync_EmptyConversationId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.AddConversationAsync("agent_test", string.Empty)); + } + + [Fact] + public async Task AddConversationAsync_MultipleAgents_IsolatesConversationsAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string Agent1 = "agent_001"; + const string Agent2 = "agent_002"; + const string Conv1 = "conv_001"; + const string Conv2 = "conv_002"; + + // Act + await index.AddConversationAsync(Agent1, Conv1); + await index.AddConversationAsync(Agent2, Conv2); + + // Assert + var agent1Response = await index.GetConversationIdsAsync(Agent1); + var agent2Response = await index.GetConversationIdsAsync(Agent2); + + Assert.Single(agent1Response.Data); + Assert.Contains(Conv1, agent1Response.Data); + Assert.DoesNotContain(Conv2, agent1Response.Data); + + Assert.Single(agent2Response.Data); + Assert.Contains(Conv2, agent2Response.Data); + Assert.DoesNotContain(Conv1, agent2Response.Data); + } + + [Fact] + public async Task RemoveConversationAsync_ExistingConversation_RemovesSuccessfullyAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string AgentId = "agent_remove"; + const string ConversationId = "conv_remove123"; + + await index.AddConversationAsync(AgentId, ConversationId); + + // Act + await index.RemoveConversationAsync(AgentId, ConversationId); + + // Assert + var response = await index.GetConversationIdsAsync(AgentId); + Assert.Empty(response.Data); + } + + [Fact] + public async Task RemoveConversationAsync_NonExistentConversation_NoErrorAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string AgentId = "agent_noremove"; + + // Act - Should not throw + await index.RemoveConversationAsync(AgentId, "conv_nonexistent"); + + // Assert + var response = await index.GetConversationIdsAsync(AgentId); + Assert.Empty(response.Data); + } + + [Fact] + public async Task RemoveConversationAsync_OneOfMany_RemovesOnlyTargetedAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string AgentId = "agent_partial"; + const string Conv1 = "conv_001"; + const string Conv2 = "conv_002"; + const string Conv3 = "conv_003"; + + await index.AddConversationAsync(AgentId, Conv1); + await index.AddConversationAsync(AgentId, Conv2); + await index.AddConversationAsync(AgentId, Conv3); + + // Act + await index.RemoveConversationAsync(AgentId, Conv2); + + // Assert + var response = await index.GetConversationIdsAsync(AgentId); + Assert.Equal(2, response.Data.Count); + Assert.Contains(Conv1, response.Data); + Assert.DoesNotContain(Conv2, response.Data); + Assert.Contains(Conv3, response.Data); + } + + [Fact] + public async Task RemoveConversationAsync_NullAgentId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.RemoveConversationAsync(null!, "conv_test")); + } + + [Fact] + public async Task RemoveConversationAsync_EmptyAgentId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.RemoveConversationAsync(string.Empty, "conv_test")); + } + + [Fact] + public async Task RemoveConversationAsync_NullConversationId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.RemoveConversationAsync("agent_test", null!)); + } + + [Fact] + public async Task RemoveConversationAsync_EmptyConversationId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.RemoveConversationAsync("agent_test", string.Empty)); + } + + [Fact] + public async Task GetConversationIdsAsync_EmptyIndex_ReturnsEmptyListAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act + var response = await index.GetConversationIdsAsync("agent_empty"); + + // Assert + Assert.NotNull(response); + Assert.Empty(response.Data); + } + + [Fact] + public async Task GetConversationIdsAsync_NonExistentAgent_ReturnsEmptyListAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + await index.AddConversationAsync("agent_other", "conv_001"); + + // Act + var response = await index.GetConversationIdsAsync("agent_nonexistent"); + + // Assert + Assert.NotNull(response); + Assert.Empty(response.Data); + } + + [Fact] + public async Task GetConversationIdsAsync_NullAgentId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + async () => await index.GetConversationIdsAsync(null!)); + } + + [Fact] + public async Task GetConversationIdsAsync_EmptyAgentId_ThrowsArgumentExceptionAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + + // Act & Assert + await Assert.ThrowsAsync( + () => index.GetConversationIdsAsync(string.Empty)); + } + + [Fact] + public async Task GetConversationIdsAsync_AfterMultipleAddsAndRemoves_ReturnsCorrectListAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string AgentId = "agent_complex"; + + await index.AddConversationAsync(AgentId, "conv_001"); + await index.AddConversationAsync(AgentId, "conv_002"); + await index.AddConversationAsync(AgentId, "conv_003"); + await index.RemoveConversationAsync(AgentId, "conv_002"); + await index.AddConversationAsync(AgentId, "conv_004"); + await index.RemoveConversationAsync(AgentId, "conv_001"); + + // Act + var response = await index.GetConversationIdsAsync(AgentId); + + // Assert + Assert.Equal(2, response.Data.Count); + Assert.Contains("conv_003", response.Data); + Assert.Contains("conv_004", response.Data); + Assert.DoesNotContain("conv_001", response.Data); + Assert.DoesNotContain("conv_002", response.Data); + } + + [Fact] + public async Task ConcurrentOperations_ThreadSafeAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string AgentId = "agent_concurrent"; + const int OperationCount = 100; + + // Act - Add conversations concurrently + var addTasks = new List(); + for (int i = 0; i < OperationCount; i++) + { + int index_local = i; + addTasks.Add(Task.Run(async () => await index.AddConversationAsync(AgentId, $"conv_{index_local:D3}"))); + } + + await Task.WhenAll(addTasks); + + // Assert + var response = await index.GetConversationIdsAsync(AgentId); + Assert.Equal(OperationCount, response.Data.Count); + + // Act - Remove half of them concurrently + var removeTasks = new List(); + for (int i = 0; i < OperationCount / 2; i++) + { + int index_local = i; + removeTasks.Add(Task.Run(async () => await index.RemoveConversationAsync(AgentId, $"conv_{index_local:D3}"))); + } + + await Task.WhenAll(removeTasks); + + // Assert + response = await index.GetConversationIdsAsync(AgentId); + Assert.Equal(OperationCount / 2, response.Data.Count); + } + + [Fact] + public async Task AddConversationAsync_DuplicateConversation_DoesNotAddMultipleTimesAsync() + { + // Arrange + var index = new InMemoryAgentConversationIndex(); + const string AgentId = "agent_dup"; + const string ConversationId = "conv_duplicate"; + + // Act - Add the same conversation multiple times + await index.AddConversationAsync(AgentId, ConversationId); + await index.AddConversationAsync(AgentId, ConversationId); + await index.AddConversationAsync(AgentId, ConversationId); + + // Assert - HashSet prevents duplicates + var response = await index.GetConversationIdsAsync(AgentId); + Assert.Single(response.Data); + Assert.Contains(ConversationId, response.Data); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/InMemoryConversationStorageTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/InMemoryConversationStorageTests.cs new file mode 100644 index 00000000000..0ed93b7a933 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/InMemoryConversationStorageTests.cs @@ -0,0 +1,645 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Unit tests for InMemoryConversationStorage implementation. +/// +public sealed class InMemoryConversationStorageTests +{ + [Fact] + public async Task CreateConversationAsync_SuccessAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_test123", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = new Dictionary { ["key"] = "value" } + }; + + // Act + Conversation result = await storage.CreateConversationAsync(conversation); + + // Assert + Assert.NotNull(result); + Assert.Equal(conversation.Id, result.Id); + Assert.Equal(conversation.CreatedAt, result.CreatedAt); + Assert.NotNull(result.Metadata); + Assert.Equal("value", result.Metadata["key"]); + } + + [Fact] + public async Task CreateConversationAsync_DuplicateId_ThrowsInvalidOperationExceptionAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_duplicate", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + + await storage.CreateConversationAsync(conversation); + + // Act & Assert + var exception = await Assert.ThrowsAsync( + () => storage.CreateConversationAsync(conversation)); + Assert.Contains("already exists", exception.Message); + } + + [Fact] + public async Task GetConversationAsync_ExistingConversation_ReturnsConversationAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_get123", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + // Act + Conversation? result = await storage.GetConversationAsync("conv_get123"); + + // Assert + Assert.NotNull(result); + Assert.Equal(conversation.Id, result.Id); + } + + [Fact] + public async Task GetConversationAsync_NonExistentConversation_ReturnsNullAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + + // Act + Conversation? result = await storage.GetConversationAsync("conv_nonexistent"); + + // Assert + Assert.Null(result); + } + + [Fact] + public async Task UpdateConversationAsync_ExistingConversation_UpdatesSuccessfullyAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_update123", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = new Dictionary { ["original"] = "value" } + }; + await storage.CreateConversationAsync(conversation); + + var updatedConversation = new Conversation + { + Id = "conv_update123", + CreatedAt = conversation.CreatedAt, + Metadata = new Dictionary { ["updated"] = "newvalue" } + }; + + // Act + Conversation? result = await storage.UpdateConversationAsync(updatedConversation); + + // Assert + Assert.NotNull(result); + Assert.Equal(updatedConversation.Id, result.Id); + Assert.NotNull(result.Metadata); + Assert.Equal("newvalue", result.Metadata["updated"]); + + // Verify the update persisted + Conversation? retrieved = await storage.GetConversationAsync("conv_update123"); + Assert.NotNull(retrieved); + Assert.Equal("newvalue", retrieved.Metadata["updated"]); + } + + [Fact] + public async Task UpdateConversationAsync_NonExistentConversation_ReturnsNullAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_nonexistent", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + + // Act + Conversation? result = await storage.UpdateConversationAsync(conversation); + + // Assert + Assert.Null(result); + } + + [Fact] + public async Task DeleteConversationAsync_ExistingConversation_ReturnsTrueAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_delete123", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + // Act + bool result = await storage.DeleteConversationAsync("conv_delete123"); + + // Assert + Assert.True(result); + + // Verify deletion + Conversation? retrieved = await storage.GetConversationAsync("conv_delete123"); + Assert.Null(retrieved); + } + + [Fact] + public async Task DeleteConversationAsync_NonExistentConversation_ReturnsFalseAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + + // Act + bool result = await storage.DeleteConversationAsync("conv_nonexistent"); + + // Assert + Assert.False(result); + } + + [Fact] + public async Task AddItemsAsync_SuccessAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_items123", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + var item = new ResponsesUserMessageItemResource + { + Id = "msg_test123", + Content = [new ItemContentInputText { Text = "Hello" }] + }; + + // Act + await storage.AddItemsAsync("conv_items123", [item]); + + // Assert + ItemResource? result = await storage.GetItemAsync("conv_items123", item.Id); + Assert.NotNull(result); + Assert.Equal(item.Id, result.Id); + } + + [Fact] + public async Task AddItemsAsync_NonExistentConversation_ThrowsInvalidOperationExceptionAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var item = new ResponsesUserMessageItemResource + { + Id = "msg_test123", + Content = [new ItemContentInputText { Text = "Hello" }] + }; + + // Act & Assert + var exception = await Assert.ThrowsAsync( + () => storage.AddItemsAsync("conv_nonexistent", [item])); + Assert.Contains("not found", exception.Message); + } + + [Fact] + public async Task AddItemsAsync_DuplicateItemId_ThrowsInvalidOperationExceptionAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_dup_items", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + var item = new ResponsesUserMessageItemResource + { + Id = "msg_duplicate", + Content = [new ItemContentInputText { Text = "Hello" }] + }; + + await storage.AddItemsAsync("conv_dup_items", [item]); + + // Act & Assert + var exception = await Assert.ThrowsAsync( + () => storage.AddItemsAsync("conv_dup_items", [item])); + Assert.Contains("already exists", exception.Message); + } + + [Fact] + public async Task GetItemAsync_ExistingItem_ReturnsItemAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_getitem", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + var item = new ResponsesUserMessageItemResource + { + Id = "msg_getitem123", + Content = [new ItemContentInputText { Text = "Test message" }] + }; + await storage.AddItemsAsync("conv_getitem", [item]); + + // Act + ItemResource? result = await storage.GetItemAsync("conv_getitem", "msg_getitem123"); + + // Assert + Assert.NotNull(result); + Assert.Equal(item.Id, result.Id); + var userMessage = Assert.IsType(result); + Assert.NotEmpty(userMessage.Content); + } + + [Fact] + public async Task GetItemAsync_NonExistentItem_ReturnsNullAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_noitem", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + // Act + ItemResource? result = await storage.GetItemAsync("conv_noitem", "msg_nonexistent"); + + // Assert + Assert.Null(result); + } + + [Fact] + public async Task GetItemAsync_NonExistentConversation_ReturnsNullAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + + // Act + ItemResource? result = await storage.GetItemAsync("conv_nonexistent", "msg_any"); + + // Assert + Assert.Null(result); + } + + [Fact] + public async Task ListItemsAsync_DefaultParameters_ReturnsDescendingOrderAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_list", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + // Add items in order + var item1 = new ResponsesUserMessageItemResource + { + Id = "msg_001", + Content = [new ItemContentInputText { Text = "First" }] + }; + var item2 = new ResponsesUserMessageItemResource + { + Id = "msg_002", + Content = [new ItemContentInputText { Text = "Second" }] + }; + var item3 = new ResponsesUserMessageItemResource + { + Id = "msg_003", + Content = [new ItemContentInputText { Text = "Third" }] + }; + + await storage.AddItemsAsync("conv_list", [item1]); + await storage.AddItemsAsync("conv_list", [item2]); + await storage.AddItemsAsync("conv_list", [item3]); + + // Act + ListResponse result = await storage.ListItemsAsync("conv_list"); + + // Assert + Assert.NotNull(result); + Assert.NotNull(result.Data); + Assert.Equal(3, result.Data.Count); + Assert.Equal("msg_003", result.Data[0].Id); // Descending order + Assert.Equal("msg_002", result.Data[1].Id); + Assert.Equal("msg_001", result.Data[2].Id); + Assert.Equal("msg_003", result.FirstId); + Assert.Equal("msg_001", result.LastId); + Assert.False(result.HasMore); + } + + [Fact] + public async Task ListItemsAsync_AscendingOrder_ReturnsCorrectOrderAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_asc", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + var item1 = new ResponsesUserMessageItemResource + { + Id = "msg_001", + Content = [new ItemContentInputText { Text = "First" }] + }; + var item2 = new ResponsesUserMessageItemResource + { + Id = "msg_002", + Content = [new ItemContentInputText { Text = "Second" }] + }; + + await storage.AddItemsAsync("conv_asc", [item1]); + await storage.AddItemsAsync("conv_asc", [item2]); + + // Act + ListResponse result = await storage.ListItemsAsync("conv_asc", order: SortOrder.Ascending); + + // Assert + Assert.Equal(2, result.Data.Count); + Assert.Equal("msg_001", result.Data[0].Id); // Ascending order + Assert.Equal("msg_002", result.Data[1].Id); + } + + [Fact] + public async Task ListItemsAsync_WithLimit_ReturnsCorrectPageSizeAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_limit", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + for (int i = 1; i <= 10; i++) + { + var item = new ResponsesUserMessageItemResource + { + Id = $"msg_{i:D3}", + Content = [new ItemContentInputText { Text = $"Message {i}" }] + }; + await storage.AddItemsAsync("conv_limit", [item]); + } + + // Act + ListResponse result = await storage.ListItemsAsync("conv_limit", limit: 5); + + // Assert + Assert.Equal(5, result.Data.Count); + Assert.True(result.HasMore); + Assert.Equal("msg_010", result.FirstId); // First in descending order + Assert.Equal("msg_006", result.LastId); + } + + [Fact] + public async Task ListItemsAsync_WithAfter_ReturnsNextPageAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_after", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + for (int i = 1; i <= 10; i++) + { + var item = new ResponsesUserMessageItemResource + { + Id = $"msg_{i:D3}", + Content = [new ItemContentInputText { Text = $"Message {i}" }] + }; + await storage.AddItemsAsync("conv_after", [item]); + } + + // Act + ListResponse result = await storage.ListItemsAsync("conv_after", limit: 5, after: "msg_006"); + + // Assert + Assert.Equal(5, result.Data.Count); + Assert.Equal("msg_005", result.Data[0].Id); // Next items after msg_006 in descending order + Assert.Equal("msg_001", result.Data[4].Id); + Assert.False(result.HasMore); // No more items after this page + } + + [Fact] + public async Task ListItemsAsync_LimitClamping_ClampsToValidRangeAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_clamp", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + for (int i = 1; i <= 5; i++) + { + var item = new ResponsesUserMessageItemResource + { + Id = $"msg_{i:D3}", + Content = [new ItemContentInputText { Text = $"Message {i}" }] + }; + await storage.AddItemsAsync("conv_clamp", [item]); + } + + // Act - Test upper bound + ListResponse result1 = await storage.ListItemsAsync("conv_clamp", limit: 200); + // Act - Test lower bound + ListResponse result2 = await storage.ListItemsAsync("conv_clamp", limit: 0); + + // Assert + Assert.Equal(5, result1.Data.Count); // Should return all items (clamped to 100 max, but we only have 5) + Assert.NotNull(result2.Data); + Assert.NotEmpty(result2.Data); + Assert.Single(result2.Data); // Should return at least 1 item (clamped to 1 min) + } + + [Fact] + public async Task ListItemsAsync_EmptyConversation_ReturnsEmptyListAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_empty", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + // Act + ListResponse result = await storage.ListItemsAsync("conv_empty"); + + // Assert + Assert.NotNull(result); + Assert.NotNull(result.Data); + Assert.Empty(result.Data); + Assert.Null(result.FirstId); + Assert.Null(result.LastId); + Assert.False(result.HasMore); + } + + [Fact] + public async Task ListItemsAsync_NonExistentConversation_ThrowsInvalidOperationExceptionAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + + // Act & Assert + var exception = await Assert.ThrowsAsync( + () => storage.ListItemsAsync("conv_nonexistent")); + Assert.Contains("not found", exception.Message); + } + + [Fact] + public async Task DeleteItemAsync_ExistingItem_ReturnsTrueAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_delitem", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + var item = new ResponsesUserMessageItemResource + { + Id = "msg_delete", + Content = [new ItemContentInputText { Text = "Delete me" }] + }; + await storage.AddItemsAsync("conv_delitem", [item]); + + // Act + bool result = await storage.DeleteItemAsync("conv_delitem", "msg_delete"); + + // Assert + Assert.True(result); + + // Verify deletion + ItemResource? retrieved = await storage.GetItemAsync("conv_delitem", "msg_delete"); + Assert.Null(retrieved); + } + + [Fact] + public async Task DeleteItemAsync_NonExistentItem_ReturnsFalseAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_delnoitem", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + // Act + bool result = await storage.DeleteItemAsync("conv_delnoitem", "msg_nonexistent"); + + // Assert + Assert.False(result); + } + + [Fact] + public async Task DeleteItemAsync_NonExistentConversation_ReturnsFalseAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + + // Act + bool result = await storage.DeleteItemAsync("conv_nonexistent", "msg_any"); + + // Assert + Assert.False(result); + } + + [Fact] + public async Task ConcurrentOperations_ThreadSafeAsync() + { + // Arrange + var storage = new InMemoryConversationStorage(); + var conversation = new Conversation + { + Id = "conv_concurrent", + CreatedAt = DateTimeOffset.UtcNow.ToUnixTimeSeconds(), + Metadata = [] + }; + await storage.CreateConversationAsync(conversation); + + // Act - Add items concurrently + var tasks = new List(); + for (int i = 0; i < 100; i++) + { + int index = i; + tasks.Add(Task.Run(async () => + { + var item = new ResponsesUserMessageItemResource + { + Id = $"msg_{index:D3}", + Content = [new ItemContentInputText { Text = $"Message {index}" }] + }; + await storage.AddItemsAsync("conv_concurrent", [item]); + })); + } + + await Task.WhenAll(tasks); + + // Assert + ListResponse result = await storage.ListItemsAsync("conv_concurrent", limit: 100); + Assert.NotNull(result.Data); + Assert.NotEmpty(result.Data); + Assert.Equal(100, result.Data.Count); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj index ff200a72968..bd98aebed2b 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj @@ -1,4 +1,4 @@ - + $(ProjectsCoreTargetFrameworks) @@ -8,8 +8,8 @@ - - + + @@ -27,4 +27,16 @@ + + + + + + + + + + + + diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsConformanceTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsConformanceTests.cs new file mode 100644 index 00000000000..b777db0ce51 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsConformanceTests.cs @@ -0,0 +1,495 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System.Collections.Generic; +using System.Linq; +using System.Net.Http; +using System.Text.Json; +using System.Threading.Tasks; +using Microsoft.Agents.AI.Hosting.OpenAI.Tests; +using Microsoft.Extensions.AI; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Conformance tests for OpenAI Chat Completions API implementation behavior. +/// Tests use real API traces to ensure our implementation produces responses +/// that match OpenAI's wire format when processing actual requests through the server. +/// +public sealed class OpenAIChatCompletionsConformanceTests : ConformanceTestBase +{ + [Fact] + public async Task BasicRequestResponseAsync() + { + // Arrange + string requestJson = LoadChatCompletionsTraceFile("basic/request.json"); + using var expectedResponseDoc = LoadChatCompletionsTraceDocument("basic/response.json"); + var expectedResponse = expectedResponseDoc.RootElement; + + // Get the expected response text from the trace to use as mock response + string expectedText = expectedResponse.GetProperty("choices")[0] + .GetProperty("message") + .GetProperty("content").GetString()!; + + HttpClient client = await this.CreateTestServerAsync("basic-agent", "You are a helpful assistant.", expectedText); + + // Act + HttpResponseMessage httpResponse = await this.SendChatCompletionRequestAsync(client, "basic-agent", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; + + // Parse the request to verify it was sent correctly + using var requestDoc = JsonDocument.Parse(requestJson); + var request = requestDoc.RootElement; + + // Assert - Verify request was properly formatted (structure check) + AssertJsonPropertyEquals(request, "model", "gpt-4o-mini"); + AssertJsonPropertyExists(request, "messages"); + AssertJsonPropertyEquals(request, "max_completion_tokens", 100); + AssertJsonPropertyEquals(request, "temperature", 1.0f); + AssertJsonPropertyEquals(request, "top_p", 1.0f); + + var messages = request.GetProperty("messages"); + Assert.Equal(JsonValueKind.Array, messages.ValueKind); + Assert.True(messages.GetArrayLength() > 0, "Messages array should not be empty"); + + var firstMessage = messages[0]; + AssertJsonPropertyEquals(firstMessage, "role", "user"); + AssertJsonPropertyEquals(firstMessage, "content", "Hello, how are you?"); + + // Assert - Response metadata (IDs and timestamps are dynamic, just verify structure) + AssertJsonPropertyExists(response, "id"); + AssertJsonPropertyEquals(response, "object", "chat.completion"); + AssertJsonPropertyExists(response, "created"); + AssertJsonPropertyExists(response, "model"); + + var id = response.GetProperty("id").GetString(); + Assert.NotNull(id); + Assert.StartsWith("chatcmpl-", id); + + var createdAt = response.GetProperty("created").GetInt64(); + Assert.True(createdAt > 0, "created should be a positive unix timestamp"); + + var model = response.GetProperty("model").GetString(); + Assert.NotNull(model); + Assert.StartsWith("gpt-4o-mini", model); + + // Assert - Choices array structure + AssertJsonPropertyExists(response, "choices"); + var choices = response.GetProperty("choices"); + Assert.Equal(JsonValueKind.Array, choices.ValueKind); + Assert.True(choices.GetArrayLength() > 0, "Choices array should not be empty"); + + // Assert - Choice structure + var firstChoice = choices[0]; + AssertJsonPropertyExists(firstChoice, "index"); + AssertJsonPropertyEquals(firstChoice, "index", 0); + AssertJsonPropertyExists(firstChoice, "message"); + AssertJsonPropertyExists(firstChoice, "finish_reason"); + + var finishReason = firstChoice.GetProperty("finish_reason").GetString(); + Assert.NotNull(finishReason); + Assert.Contains(finishReason, collection: ["stop", "length", "content_filter", "tool_calls"]); + + // Assert - Message structure + var message = firstChoice.GetProperty("message"); + AssertJsonPropertyExists(message, "role"); + AssertJsonPropertyEquals(message, "role", "assistant"); + AssertJsonPropertyExists(message, "content"); + + var content = message.GetProperty("content").GetString(); + Assert.NotNull(content); + Assert.Equal(expectedText, content); // Verify actual content matches expected + + // Assert - Usage statistics + AssertJsonPropertyExists(response, "usage"); + var usage = response.GetProperty("usage"); + AssertJsonPropertyExists(usage, "prompt_tokens"); + AssertJsonPropertyExists(usage, "completion_tokens"); + AssertJsonPropertyExists(usage, "total_tokens"); + + var promptTokens = usage.GetProperty("prompt_tokens").GetInt32(); + var completionTokens = usage.GetProperty("completion_tokens").GetInt32(); + var totalTokens = usage.GetProperty("total_tokens").GetInt32(); + + Assert.True(promptTokens > 0, "prompt_tokens should be positive"); + Assert.True(completionTokens > 0, "completion_tokens should be positive"); + Assert.Equal(promptTokens + completionTokens, totalTokens); + + // Assert - Usage details + AssertJsonPropertyExists(usage, "prompt_tokens_details"); + var promptDetails = usage.GetProperty("prompt_tokens_details"); + AssertJsonPropertyExists(promptDetails, "cached_tokens"); + AssertJsonPropertyExists(promptDetails, "audio_tokens"); + Assert.True(promptDetails.GetProperty("cached_tokens").GetInt32() >= 0); + Assert.True(promptDetails.GetProperty("audio_tokens").GetInt32() >= 0); + + AssertJsonPropertyExists(usage, "completion_tokens_details"); + var completionDetails = usage.GetProperty("completion_tokens_details"); + AssertJsonPropertyExists(completionDetails, "reasoning_tokens"); + AssertJsonPropertyExists(completionDetails, "audio_tokens"); + AssertJsonPropertyExists(completionDetails, "accepted_prediction_tokens"); + AssertJsonPropertyExists(completionDetails, "rejected_prediction_tokens"); + Assert.True(completionDetails.GetProperty("reasoning_tokens").GetInt32() >= 0); + Assert.True(completionDetails.GetProperty("audio_tokens").GetInt32() >= 0); + Assert.True(completionDetails.GetProperty("accepted_prediction_tokens").GetInt32() >= 0); + Assert.True(completionDetails.GetProperty("rejected_prediction_tokens").GetInt32() >= 0); + + // Assert - Optional fields + AssertJsonPropertyExists(response, "service_tier"); + var serviceTier = response.GetProperty("service_tier").GetString(); + Assert.NotNull(serviceTier); + Assert.True(serviceTier == "default" || serviceTier == "auto", $"service_tier should be 'default' or 'auto', got '{serviceTier}'"); + } + + [Fact] + public async Task StreamingRequestResponseAsync() + { + // Arrange + string requestJson = LoadChatCompletionsTraceFile("streaming/request.json"); + string expectedResponseSse = LoadChatCompletionsTraceFile("streaming/response.txt"); + + // Extract expected text from SSE chunks + var expectedChunks = ParseChatCompletionChunksFromSse(expectedResponseSse); + string expectedText = string.Concat(expectedChunks + .Where(c => c.GetProperty("choices")[0].GetProperty("delta").TryGetProperty("content", out var content)) + .Select(c => c.GetProperty("choices")[0].GetProperty("delta").GetProperty("content").GetString())); + + HttpClient client = await this.CreateTestServerAsync("streaming-agent", "You are a helpful assistant.", expectedText); + + // Act + HttpResponseMessage httpResponse = await this.SendChatCompletionRequestAsync(client, "streaming-agent", requestJson); + + // Assert - Response should be SSE format + Assert.Equal("text/event-stream", httpResponse.Content.Headers.ContentType?.MediaType); + + string responseSse = await httpResponse.Content.ReadAsStringAsync(); + var chunks = ParseChatCompletionChunksFromSse(responseSse); + + // Parse the request + using var requestDoc = JsonDocument.Parse(requestJson); + var request = requestDoc.RootElement; + + // Assert - Request has stream flag + AssertJsonPropertyEquals(request, "stream", true); + + // Assert - Response has valid chunks + Assert.NotEmpty(chunks); + + // Assert - All chunks have same ID + string? firstId = null; + foreach (var chunk in chunks) + { + AssertJsonPropertyExists(chunk, "id"); + AssertJsonPropertyEquals(chunk, "object", "chat.completion.chunk"); + AssertJsonPropertyExists(chunk, "created"); + AssertJsonPropertyExists(chunk, "model"); + AssertJsonPropertyExists(chunk, "choices"); + + string chunkId = chunk.GetProperty("id").GetString()!; + Assert.StartsWith("chatcmpl-", chunkId); + + firstId ??= chunkId; + Assert.Equal(firstId, chunkId); + } + + // Assert - First chunk has role + var firstChunk = chunks[0]; + var firstChoice = firstChunk.GetProperty("choices")[0]; + AssertJsonPropertyExists(firstChoice, "delta"); + var firstDelta = firstChoice.GetProperty("delta"); + if (firstDelta.TryGetProperty("role", out var role)) + { + Assert.Equal("assistant", role.GetString()); + } + + // Assert - Content chunks have delta content + var contentChunks = chunks.Where(c => + c.GetProperty("choices")[0].GetProperty("delta").TryGetProperty("content", out _)).ToList(); + Assert.NotEmpty(contentChunks); + + // Assert - Last chunk has finish_reason + var lastChunk = chunks[^1]; + var lastChoice = lastChunk.GetProperty("choices")[0]; + if (lastChoice.TryGetProperty("finish_reason", out var finishReason) && finishReason.ValueKind != JsonValueKind.Null) + { + string reason = finishReason.GetString()!; + Assert.Contains(reason, collection: ["stop", "length", "tool_calls", "content_filter"]); + } + + // Assert - Last chunk may have usage + if (lastChunk.TryGetProperty("usage", out var usage)) + { + AssertJsonPropertyExists(usage, "prompt_tokens"); + AssertJsonPropertyExists(usage, "completion_tokens"); + AssertJsonPropertyExists(usage, "total_tokens"); + } + + // Assert - Accumulated content matches expected + string accumulatedText = string.Concat(contentChunks + .Select(c => c.GetProperty("choices")[0].GetProperty("delta").GetProperty("content").GetString())); + Assert.NotEmpty(accumulatedText); + } + + [Fact] + public async Task FunctionCallingRequestResponseAsync() + { + // Arrange + string requestJson = LoadChatCompletionsTraceFile("function_calling/request.json"); + using var expectedResponseDoc = LoadChatCompletionsTraceDocument("function_calling/response.json"); + var expectedResponse = expectedResponseDoc.RootElement; + + // Get expected function call details + const string FunctionName = "get_weather"; + + HttpClient client = await this.CreateTestServerAsync("function-agent", "You are a helpful assistant.", FunctionName, + (msg) => [new FunctionCallContent("call_abc123xyz", "get_weather", new Dictionary() { + { "location", "San Francisco, CA" }, + { "unit", "fahrenheit" } + })] + ); + + // Act + HttpResponseMessage httpResponse = await this.SendChatCompletionRequestAsync(client, "function-agent", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; + + // Parse the request + using var requestDoc = JsonDocument.Parse(requestJson); + var request = requestDoc.RootElement; + + // Assert - Request has tools array + AssertJsonPropertyExists(request, "tools"); + var tools = request.GetProperty("tools"); + Assert.Equal(JsonValueKind.Array, tools.ValueKind); + Assert.True(tools.GetArrayLength() > 0); + + // Assert - Tool structure + var tool = tools[0]; + AssertJsonPropertyEquals(tool, "type", "function"); + AssertJsonPropertyExists(tool, "function"); + var function = tool.GetProperty("function"); + AssertJsonPropertyEquals(function, "name", "get_weather"); + AssertJsonPropertyExists(function, "description"); + AssertJsonPropertyExists(function, "parameters"); + + // Assert - Parameters have JSON Schema + var parameters = function.GetProperty("parameters"); + AssertJsonPropertyEquals(parameters, "type", "object"); + AssertJsonPropertyExists(parameters, "properties"); + AssertJsonPropertyExists(parameters, "required"); + + // Assert - Response has tool_calls. Not always will return that, so can default to "stop" + var choices = response.GetProperty("choices"); + var choice = choices[0]; + var message = choice.GetProperty("message"); + AssertJsonPropertyEquals(choice, "finish_reason", ["tool_calls", "stop"]); + AssertJsonPropertyExists(message, "tool_calls"); + + // Assert - Tool call structure + var toolCalls = message.GetProperty("tool_calls"); + Assert.Equal(JsonValueKind.Array, toolCalls.ValueKind); + Assert.True(toolCalls.GetArrayLength() > 0); + + var toolCall = toolCalls[0]; + AssertJsonPropertyExists(toolCall, "id"); + AssertJsonPropertyEquals(toolCall, "type", "function"); + AssertJsonPropertyExists(toolCall, "function"); + + var callFunction = toolCall.GetProperty("function"); + AssertJsonPropertyEquals(callFunction, "name", "get_weather"); + AssertJsonPropertyExists(callFunction, "arguments"); + + // Assert - Arguments are valid JSON + string arguments = callFunction.GetProperty("arguments").GetString()!; + using var argsDoc = JsonDocument.Parse(arguments); + var argsRoot = argsDoc.RootElement; + AssertJsonPropertyExists(argsRoot, "location"); + + // Assert - Message content is null when tool_calls present. Can be absent or null. + if (message.TryGetProperty("content", out var contentProp)) + { + Assert.Equal(JsonValueKind.Null, contentProp.ValueKind); + } + } + + [Fact] + public async Task SystemMessageRequestResponseAsync() + { + // Arrange + string requestJson = LoadChatCompletionsTraceFile("system_message/request.json"); + using var expectedResponseDoc = LoadChatCompletionsTraceDocument("system_message/response.json"); + var expectedResponse = expectedResponseDoc.RootElement; + + string expectedText = expectedResponse.GetProperty("choices")[0] + .GetProperty("message") + .GetProperty("content").GetString()!; + + HttpClient client = await this.CreateTestServerAsync("system-agent", "You are a helpful assistant that speaks like a pirate.", expectedText); + + // Act + HttpResponseMessage httpResponse = await this.SendChatCompletionRequestAsync(client, "system-agent", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; + + // Parse the request + using var requestDoc = JsonDocument.Parse(requestJson); + var request = requestDoc.RootElement; + + // Assert - Request has messages with system role + var messages = request.GetProperty("messages"); + Assert.True(messages.GetArrayLength() >= 2); + + var systemMessage = messages[0]; + AssertJsonPropertyEquals(systemMessage, "role", "system"); + AssertJsonPropertyExists(systemMessage, "content"); + string systemContent = systemMessage.GetProperty("content").GetString()!; + Assert.Contains("pirate", systemContent, System.StringComparison.OrdinalIgnoreCase); + + var userMessage = messages[1]; + AssertJsonPropertyEquals(userMessage, "role", "user"); + + // Assert - Response reflects system message influence + var responseMessage = response.GetProperty("choices")[0].GetProperty("message"); + string content = responseMessage.GetProperty("content").GetString()!; + Assert.NotNull(content); + Assert.Equal(expectedText, content); + } + + [Fact] + public async Task MultiTurnConversationRequestResponseAsync() + { + // Arrange + string requestJson = LoadChatCompletionsTraceFile("multi_turn/request.json"); + using var expectedResponseDoc = LoadChatCompletionsTraceDocument("multi_turn/response.json"); + var expectedResponse = expectedResponseDoc.RootElement; + + string expectedText = expectedResponse.GetProperty("choices")[0] + .GetProperty("message") + .GetProperty("content").GetString()!; + + HttpClient client = await this.CreateTestServerAsync("multi-turn-agent", "You are a helpful assistant.", expectedText); + + // Act + HttpResponseMessage httpResponse = await this.SendChatCompletionRequestAsync(client, "multi-turn-agent", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; + + // Parse the request + using var requestDoc = JsonDocument.Parse(requestJson); + var request = requestDoc.RootElement; + + // Assert - Request has conversation history + var messages = request.GetProperty("messages"); + Assert.True(messages.GetArrayLength() >= 3, "Should have at least 3 messages for multi-turn"); + + // Assert - Message sequence alternates between user and assistant + AssertJsonPropertyEquals(messages[0], "role", "user"); + AssertJsonPropertyEquals(messages[1], "role", "assistant"); + AssertJsonPropertyEquals(messages[2], "role", "user"); + + // Assert - Response continues conversation + var responseMessage = response.GetProperty("choices")[0].GetProperty("message"); + AssertJsonPropertyEquals(responseMessage, "role", "assistant"); + string content = responseMessage.GetProperty("content").GetString()!; + Assert.NotNull(content); + Assert.Equal(expectedText, content); + + // Assert - Usage tokens account for conversation history + var usage = response.GetProperty("usage"); + int promptTokens = usage.GetProperty("prompt_tokens").GetInt32(); + Assert.True(promptTokens > 20, "Prompt tokens should account for conversation history"); + } + + [Fact] + public async Task JsonModeRequestResponseAsync() + { + // Arrange + string requestJson = LoadChatCompletionsTraceFile("json_mode/request.json"); + using var expectedResponseDoc = LoadChatCompletionsTraceDocument("json_mode/response.json"); + var expectedResponse = expectedResponseDoc.RootElement; + + string expectedText = expectedResponse.GetProperty("choices")[0] + .GetProperty("message") + .GetProperty("content").GetString()!; + + HttpClient client = await this.CreateTestServerAsync("json-agent", "You are a helpful assistant that outputs JSON.", expectedText); + + // Act + HttpResponseMessage httpResponse = await this.SendChatCompletionRequestAsync(client, "json-agent", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; + + // Parse the request + using var requestDoc = JsonDocument.Parse(requestJson); + var request = requestDoc.RootElement; + + // Assert - Request has response_format with json_schema + AssertJsonPropertyExists(request, "response_format"); + var responseFormat = request.GetProperty("response_format"); + AssertJsonPropertyEquals(responseFormat, "type", "json_schema"); + AssertJsonPropertyExists(responseFormat, "json_schema"); + + var jsonSchema = responseFormat.GetProperty("json_schema"); + AssertJsonPropertyEquals(jsonSchema, "name", "person_info"); + AssertJsonPropertyEquals(jsonSchema, "strict", true); + AssertJsonPropertyExists(jsonSchema, "schema"); + + var schema = jsonSchema.GetProperty("schema"); + AssertJsonPropertyEquals(schema, "type", "object"); + AssertJsonPropertyExists(schema, "properties"); + AssertJsonPropertyExists(schema, "required"); + + // Assert - Response content is valid JSON matching schema + var responseMessage = response.GetProperty("choices")[0].GetProperty("message"); + string content = responseMessage.GetProperty("content").GetString()!; + Assert.NotNull(content); + Assert.Equal(expectedText, content); + + using var jsonDoc = JsonDocument.Parse(content); + var jsonRoot = jsonDoc.RootElement; + AssertJsonPropertyExists(jsonRoot, "name"); + AssertJsonPropertyExists(jsonRoot, "age"); + AssertJsonPropertyExists(jsonRoot, "occupation"); + + Assert.Equal(JsonValueKind.String, jsonRoot.GetProperty("name").ValueKind); + Assert.Equal(JsonValueKind.Number, jsonRoot.GetProperty("age").ValueKind); + Assert.Equal(JsonValueKind.String, jsonRoot.GetProperty("occupation").ValueKind); + } + + /// + /// Helper to parse chat completion chunks from SSE response. + /// + private static List ParseChatCompletionChunksFromSse(string sseContent) + { + var chunks = new List(); + var lines = sseContent.Split('\n'); + + for (int i = 0; i < lines.Length; i++) + { + var line = lines[i].TrimEnd('\r'); + + if (line.StartsWith("data: ", System.StringComparison.Ordinal)) + { + var jsonData = line.Substring("data: ".Length); + + // Skip [DONE] marker + if (jsonData == "[DONE]") + { + continue; + } + + try + { + var doc = JsonDocument.Parse(jsonData); + chunks.Add(doc.RootElement.Clone()); + } + catch + { + // Skip invalid JSON + } + } + } + + return chunks; + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsIntegrationTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsIntegrationTests.cs new file mode 100644 index 00000000000..6d02383cebb --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsIntegrationTests.cs @@ -0,0 +1,974 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.ClientModel; +using System.ClientModel.Primitives; +using System.Collections.Generic; +using System.Linq; +using System.Net.Http; +using System.Text; +using System.Threading.Tasks; +using Microsoft.AspNetCore.Builder; +using Microsoft.AspNetCore.Hosting.Server; +using Microsoft.AspNetCore.TestHost; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.Extensions.Hosting; +using OpenAI; +using OpenAI.Chat; +using ChatFinishReason = OpenAI.Chat.ChatFinishReason; +using ChatMessage = OpenAI.Chat.ChatMessage; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Integration tests that start a web server and use the OpenAI Chat Completions SDK client to verify protocol compatibility. +/// These tests validate both streaming and non-streaming request scenarios. +/// +public sealed class OpenAIChatCompletionsIntegrationTests : IAsyncDisposable +{ + private WebApplication? _app; + private HttpClient? _httpClient; + + public async ValueTask DisposeAsync() + { + this._httpClient?.Dispose(); + if (this._app != null) + { + await this._app.DisposeAsync(); + } + } + + /// + /// Verifies that streaming chat completions work correctly with the OpenAI SDK client. + /// + [Fact] + public async Task CreateChatCompletionStreaming_WithSimpleMessage_ReturnsStreamingUpdatesAsync() + { + // Arrange + const string AgentName = "streaming-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "One Two Three"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Count to 3") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + List updates = []; + StringBuilder contentBuilder = new(); + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + updates.Add(update); + if (update.ContentUpdate.Count > 0) + { + foreach (ChatMessageContentPart contentPart in update.ContentUpdate) + { + contentBuilder.Append(contentPart.Text); + } + } + } + + Assert.NotEmpty(updates); + + // Verify content was received + string content = contentBuilder.ToString(); + Assert.Equal(ExpectedResponse, content); + + // Verify finish reason + StreamingChatCompletionUpdate? lastUpdate = updates.LastOrDefault(u => u.FinishReason != null); + Assert.NotNull(lastUpdate); + Assert.Equal(ChatFinishReason.Stop, lastUpdate.FinishReason); + } + + /// + /// Verifies that non-streaming chat completions work correctly with the OpenAI SDK client. + /// + [Fact] + public async Task CreateChatCompletion_WithSimpleMessage_ReturnsCompleteResponseAsync() + { + // Arrange + const string AgentName = "non-streaming-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Hello! How can I help you today?"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Hello") + ]; + + // Act + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + + // Assert + Assert.NotNull(completion); + Assert.NotNull(completion.Id); + Assert.StartsWith("chatcmpl-", completion.Id); + Assert.Equal(ChatFinishReason.Stop, completion.FinishReason); + + // Verify content + string content = completion.Content[0].Text; + Assert.Equal(ExpectedResponse, content); + } + + /// + /// Verifies that streaming chat completions can handle multiple content chunks. + /// + [Fact] + public async Task CreateChatCompletionStreaming_WithMultipleChunks_StreamsAllContentAsync() + { + // Arrange + const string AgentName = "multi-chunk-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "This is a test response with multiple words"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + List updates = []; + StringBuilder contentBuilder = new(); + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + updates.Add(update); + foreach (ChatMessageContentPart contentPart in update.ContentUpdate) + { + contentBuilder.Append(contentPart.Text); + } + } + + // Verify all content was received + string receivedContent = contentBuilder.ToString(); + Assert.Equal(ExpectedResponse, receivedContent); + + // Verify multiple content chunks were received + List contentUpdates = updates.Where(u => u.ContentUpdate.Count > 0).ToList(); + Assert.True(contentUpdates.Count > 1, "Expected multiple content chunks in streaming response"); + } + + /// + /// Verifies that multiple agents can be accessed via the same server. + /// + [Fact] + public async Task CreateChatCompletion_WithMultipleAgents_EachAgentRespondsCorrectlyAsync() + { + // Arrange + const string Agent1Name = "agent-one"; + const string Agent1Instructions = "You are agent one."; + const string Agent1Response = "Response from agent one"; + + const string Agent2Name = "agent-two"; + const string Agent2Instructions = "You are agent two."; + const string Agent2Response = "Response from agent two"; + + this._httpClient = await this.CreateTestServerWithMultipleAgentsAsync( + (Agent1Name, Agent1Instructions, Agent1Response), + (Agent2Name, Agent2Instructions, Agent2Response)); + + ChatClient chatClient1 = this.CreateChatClient(Agent1Name); + ChatClient chatClient2 = this.CreateChatClient(Agent2Name); + + List messages = + [ + new UserChatMessage("Hello") + ]; + + // Act + ChatCompletion completion1 = await chatClient1.CompleteChatAsync(messages); + ChatCompletion completion2 = await chatClient2.CompleteChatAsync(messages); + + // Assert + string content1 = completion1.Content[0].Text; + string content2 = completion2.Content[0].Text; + + Assert.Equal(Agent1Response, content1); + Assert.Equal(Agent2Response, content2); + Assert.NotEqual(content1, content2); + } + + /// + /// Verifies that streaming and non-streaming work correctly for the same agent. + /// + [Fact] + public async Task CreateChatCompletion_SameAgentStreamingAndNonStreaming_BothWorkCorrectlyAsync() + { + // Arrange + const string AgentName = "dual-mode-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "This is the response"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act - Non-streaming + ChatCompletion nonStreamingCompletion = await chatClient.CompleteChatAsync(messages); + + // Act - Streaming + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + StringBuilder streamingContent = new(); + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + foreach (ChatMessageContentPart contentPart in update.ContentUpdate) + { + streamingContent.Append(contentPart.Text); + } + } + + // Assert + string nonStreamingContent = nonStreamingCompletion.Content[0].Text; + Assert.Equal(ExpectedResponse, nonStreamingContent); + Assert.Equal(ExpectedResponse, streamingContent.ToString()); + } + + /// + /// Verifies that the finish reason is correctly set for completed responses. + /// + [Fact] + public async Task CreateChatCompletion_CompletedResponse_HasCorrectFinishReasonAsync() + { + // Arrange + const string AgentName = "finish-reason-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Complete"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + + // Assert + Assert.Equal(ChatFinishReason.Stop, completion.FinishReason); + Assert.NotNull(completion.Id); + Assert.Equal(ExpectedResponse, completion.Content[0].Text); + } + + /// + /// Verifies that streaming responses contain the expected chunk sequence. + /// + [Fact] + public async Task CreateChatCompletionStreaming_VerifyChunkSequence_ContainsExpectedDataAsync() + { + // Arrange + const string AgentName = "chunk-sequence-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Test response with multiple words"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + List updates = []; + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + updates.Add(update); + } + + // Verify chunks received + Assert.NotEmpty(updates); + + // First chunk should have role + StreamingChatCompletionUpdate? firstUpdate = updates.FirstOrDefault(u => u.Role != null); + if (firstUpdate != null) + { + Assert.Equal(ChatMessageRole.Assistant, firstUpdate.Role); + } + + // Should contain content chunks + List contentUpdates = updates.Where(u => u.ContentUpdate.Count > 0).ToList(); + Assert.NotEmpty(contentUpdates); + + // Last update should have finish reason + StreamingChatCompletionUpdate? lastUpdate = updates.LastOrDefault(u => u.FinishReason != null); + Assert.NotNull(lastUpdate); + Assert.Equal(ChatFinishReason.Stop, lastUpdate.FinishReason); + } + + /// + /// Verifies that streaming responses properly handle empty responses. + /// + [Fact] + public async Task CreateChatCompletionStreaming_EmptyResponse_HandlesGracefullyAsync() + { + // Arrange + const string AgentName = "empty-response-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = ""; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + List updates = []; + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + updates.Add(update); + } + + // Should still receive chunks with finish reason + Assert.NotEmpty(updates); + Assert.Contains(updates, u => u.FinishReason == ChatFinishReason.Stop); + } + + /// + /// Verifies that non-streaming responses include proper metadata. + /// + [Fact] + public async Task CreateChatCompletion_IncludesMetadata_HasRequiredFieldsAsync() + { + // Arrange + const string AgentName = "metadata-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Response with metadata"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + + // Assert + Assert.NotNull(completion.Id); + Assert.StartsWith("chatcmpl-", completion.Id); + Assert.NotNull(completion.Model); + Assert.NotEqual(default, completion.CreatedAt); + Assert.Equal(ChatFinishReason.Stop, completion.FinishReason); + } + + /// + /// Verifies that streaming responses handle very long text correctly. + /// + [Fact] + public async Task CreateChatCompletionStreaming_LongText_StreamsAllContentAsync() + { + // Arrange + const string AgentName = "long-text-agent"; + const string Instructions = "You are a helpful assistant."; + string expectedResponse = string.Join(" ", Enumerable.Range(1, 100).Select(i => $"Word{i}")); + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, expectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Generate long text") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + StringBuilder contentBuilder = new(); + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + foreach (ChatMessageContentPart contentPart in update.ContentUpdate) + { + contentBuilder.Append(contentPart.Text); + } + } + + string receivedContent = contentBuilder.ToString(); + Assert.Equal(expectedResponse, receivedContent); + } + + /// + /// Verifies that streaming responses properly handle single-word responses. + /// + [Fact] + public async Task CreateChatCompletionStreaming_SingleWord_StreamsCorrectlyAsync() + { + // Arrange + const string AgentName = "single-word-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Hello"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + StringBuilder contentBuilder = new(); + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + foreach (ChatMessageContentPart contentPart in update.ContentUpdate) + { + contentBuilder.Append(contentPart.Text); + } + } + + Assert.Equal(ExpectedResponse, contentBuilder.ToString()); + } + + /// + /// Verifies that streaming responses preserve special characters and formatting. + /// + [Fact] + public async Task CreateChatCompletionStreaming_SpecialCharacters_PreservesFormattingAsync() + { + // Arrange + const string AgentName = "special-chars-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Hello! How are you? I'm fine. 100% great!"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + StringBuilder contentBuilder = new(); + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + foreach (ChatMessageContentPart contentPart in update.ContentUpdate) + { + contentBuilder.Append(contentPart.Text); + } + } + + Assert.Equal(ExpectedResponse, contentBuilder.ToString()); + } + + /// + /// Verifies that non-streaming responses handle special characters correctly. + /// + [Fact] + public async Task CreateChatCompletion_SpecialCharacters_PreservesContentAsync() + { + // Arrange + const string AgentName = "special-chars-nonstreaming-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Symbols: @#$%^&*() Quotes: \"Hello\" 'World' Unicode: 你好 🌍"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + + // Assert + string content = completion.Content[0].Text; + Assert.Equal(ExpectedResponse, content); + } + + /// + /// Verifies that multiple sequential non-streaming requests work correctly. + /// + [Fact] + public async Task CreateChatCompletion_MultipleSequentialRequests_AllSucceedAsync() + { + // Arrange + const string AgentName = "sequential-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Response"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + // Act & Assert - Make 5 sequential requests + for (int i = 0; i < 5; i++) + { + List messages = + [ + new UserChatMessage($"Request {i}") + ]; + + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + Assert.NotNull(completion); + Assert.Equal(ChatFinishReason.Stop, completion.FinishReason); + Assert.Equal(ExpectedResponse, completion.Content[0].Text); + } + } + + /// + /// Verifies that multiple sequential streaming requests work correctly. + /// + [Fact] + public async Task CreateChatCompletionStreaming_MultipleSequentialRequests_AllStreamCorrectlyAsync() + { + // Arrange + const string AgentName = "sequential-streaming-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Streaming response"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + // Act & Assert - Make 3 sequential streaming requests + for (int i = 0; i < 3; i++) + { + List messages = + [ + new UserChatMessage($"Request {i}") + ]; + + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + StringBuilder contentBuilder = new(); + + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + foreach (ChatMessageContentPart contentPart in update.ContentUpdate) + { + contentBuilder.Append(contentPart.Text); + } + } + + Assert.Equal(ExpectedResponse, contentBuilder.ToString()); + } + } + + /// + /// Verifies that completion IDs are unique across multiple requests. + /// + [Fact] + public async Task CreateChatCompletion_MultipleRequests_GenerateUniqueIdsAsync() + { + // Arrange + const string AgentName = "unique-id-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Response"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + // Act + List completionIds = []; + for (int i = 0; i < 10; i++) + { + List messages = + [ + new UserChatMessage($"Request {i}") + ]; + + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + completionIds.Add(completion.Id); + } + + // Assert + Assert.Equal(10, completionIds.Count); + Assert.Equal(completionIds.Count, completionIds.Distinct().Count()); // All IDs should be unique + } + + /// + /// Verifies that streaming responses all have the same ID within a single request. + /// + [Fact] + public async Task CreateChatCompletionStreaming_SameRequestId_ConsistentAcrossChunksAsync() + { + // Arrange + const string AgentName = "consistent-id-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Test consistent ID across chunks"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + List chunkIds = []; + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + if (!string.IsNullOrEmpty(update.CompletionId)) + { + chunkIds.Add(update.CompletionId); + } + } + + // All chunk IDs should be the same within a single request + Assert.NotEmpty(chunkIds); + Assert.All(chunkIds, id => Assert.Equal(chunkIds[0], id)); + Assert.StartsWith("chatcmpl-", chunkIds[0]); + } + + /// + /// Verifies that non-streaming responses work with system messages. + /// + [Fact] + public async Task CreateChatCompletion_WithSystemMessage_ReturnsValidResponseAsync() + { + // Arrange + const string AgentName = "system-message-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "I am following the system instructions"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new SystemChatMessage("You must respond in a specific way"), + new UserChatMessage("Hello") + ]; + + // Act + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + + // Assert + Assert.NotNull(completion); + Assert.Equal(ChatFinishReason.Stop, completion.FinishReason); + Assert.Equal(ExpectedResponse, completion.Content[0].Text); + } + + /// + /// Verifies that responses handle newlines correctly. + /// + [Fact] + public async Task CreateChatCompletion_Newlines_PreservesFormattingAsync() + { + // Arrange + const string AgentName = "newline-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Line 1\nLine 2\nLine 3"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + + // Assert + string content = completion.Content[0].Text; + Assert.Equal(ExpectedResponse, content); + Assert.Contains("\n", content); + } + + /// + /// Verifies that streaming responses handle newlines correctly. + /// + [Fact] + public async Task CreateChatCompletionStreaming_Newlines_PreservesFormattingAsync() + { + // Arrange + const string AgentName = "newline-streaming-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "First line\nSecond line\nThird line"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + AsyncCollectionResult streamingResult = chatClient.CompleteChatStreamingAsync(messages); + + // Assert + StringBuilder contentBuilder = new(); + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + foreach (ChatMessageContentPart contentPart in update.ContentUpdate) + { + contentBuilder.Append(contentPart.Text); + } + } + + string content = contentBuilder.ToString(); + Assert.Equal(ExpectedResponse, content); + Assert.Contains("\n", content); + } + + /// + /// Verifies that responses with conversation history work correctly. + /// + [Fact] + public async Task CreateChatCompletion_WithConversationHistory_ReturnsValidResponseAsync() + { + // Arrange + const string AgentName = "conversation-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "3 plus 3 equals 6"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("What is 2+2?"), + new AssistantChatMessage("2+2 equals 4"), + new UserChatMessage("What about 3+3?") + ]; + + // Act + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + + // Assert + Assert.NotNull(completion); + Assert.Equal(ChatFinishReason.Stop, completion.FinishReason); + Assert.Equal(ExpectedResponse, completion.Content[0].Text); + } + + /// + /// Verifies that usage information is included in non-streaming responses. + /// + [Fact] + public async Task CreateChatCompletion_IncludesUsage_HasTokenCountsAsync() + { + // Arrange + const string AgentName = "usage-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Response with usage information"; + + this._httpClient = await this.CreateTestServerAsync(AgentName, Instructions, ExpectedResponse); + ChatClient chatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Test") + ]; + + // Act + ChatCompletion completion = await chatClient.CompleteChatAsync(messages); + + // Assert + Assert.NotNull(completion.Usage); + Assert.True(completion.Usage.InputTokenCount > 0); + Assert.True(completion.Usage.OutputTokenCount > 0); + Assert.Equal(completion.Usage.InputTokenCount + completion.Usage.OutputTokenCount, completion.Usage.TotalTokenCount); + } + + /// + /// Verifies that responses with function calls work correctly. + /// + [Fact] + public async Task CreateChatCompletion_WithFunctionCall_ReturnsToolCallsAsync() + { + // Arrange + const string AgentName = "function-call-agent"; + const string Instructions = "You are a helpful assistant."; + const string FunctionName = "get_weather"; + const string Arguments = "{\"location\":\"Seattle\"}"; + + this._httpClient = await this.CreateTestServerWithCustomClientAsync( + agentName: AgentName, + instructions: Instructions, + chatClient: new TestHelpers.FunctionCallMockChatClient(FunctionName, Arguments)); + + ChatClient openAIChatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("What's the weather?") + ]; + + // Act + ChatCompletion completion = await openAIChatClient.CompleteChatAsync(messages); + + // Assert + Assert.NotNull(completion); + Assert.Equal(ChatFinishReason.ToolCalls, completion.FinishReason); + Assert.NotNull(completion.ToolCalls); + Assert.NotEmpty(completion.ToolCalls); + + ChatToolCall toolCall = completion.ToolCalls[0]; + Assert.Equal(FunctionName, toolCall.FunctionName); + Assert.NotNull(toolCall.FunctionArguments); + } + + /// + /// Verifies that streaming responses with function calls work correctly. + /// + [Fact] + public async Task CreateChatCompletionStreaming_WithFunctionCall_StreamsToolCallsAsync() + { + // Arrange + const string AgentName = "function-call-streaming-agent"; + const string Instructions = "You are a helpful assistant."; + const string FunctionName = "calculate"; + const string Arguments = "{\"expression\":\"2+2\"}"; + + this._httpClient = await this.CreateTestServerWithCustomClientAsync( + agentName: AgentName, + instructions: Instructions, + chatClient: new TestHelpers.FunctionCallMockChatClient(FunctionName, Arguments)); + + ChatClient openAIChatClient = this.CreateChatClient(AgentName); + + List messages = + [ + new UserChatMessage("Calculate 2+2") + ]; + + // Act + AsyncCollectionResult streamingResult = openAIChatClient.CompleteChatStreamingAsync(messages); + + // Assert + List updates = []; + await foreach (StreamingChatCompletionUpdate update in streamingResult) + { + updates.Add(update); + } + + Assert.NotEmpty(updates); + + // Should have finish reason of tool_calls + StreamingChatCompletionUpdate? lastUpdate = updates.LastOrDefault(u => u.FinishReason != null); + Assert.NotNull(lastUpdate); + Assert.True(lastUpdate.FinishReason is ChatFinishReason.ToolCalls or ChatFinishReason.Stop); // depends on what response we get + } + + private ChatClient CreateChatClient(string agentName) + { + return new ChatClient( + model: "test-model", + credential: new ApiKeyCredential("test-api-key"), + options: new OpenAIClientOptions + { + Endpoint = new Uri(this._httpClient!.BaseAddress!, $"/{agentName}/v1/"), + Transport = new HttpClientPipelineTransport(this._httpClient) + }); + } + + private async Task CreateTestServerAsync(string agentName, string instructions, string responseText = "Test response") + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(responseText); + builder.Services.AddKeyedSingleton("chat-client", mockChatClient); + builder.AddOpenAIChatCompletions(); + builder.AddAIAgent(agentName, instructions, chatClientServiceKey: "chat-client"); + + this._app = builder.Build(); + AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); + this._app.MapOpenAIChatCompletions(agent); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + return testServer.CreateClient(); + } + + private async Task CreateTestServerWithCustomClientAsync(string agentName, string instructions, IChatClient chatClient) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + builder.Services.AddKeyedSingleton($"chat-client-{agentName}", chatClient); + builder.AddAIAgent(agentName, instructions, chatClientServiceKey: $"chat-client-{agentName}"); + builder.AddOpenAIChatCompletions(); + + this._app = builder.Build(); + AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); + this._app.MapOpenAIChatCompletions(agent); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + return testServer.CreateClient(); + } + + private async Task CreateTestServerWithMultipleAgentsAsync( + params (string Name, string Instructions, string ResponseText)[] agents) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + foreach ((string name, string instructions, string responseText) in agents) + { + IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(responseText); + builder.Services.AddKeyedSingleton($"chat-client-{name}", mockChatClient); + builder.AddAIAgent(name, instructions, chatClientServiceKey: $"chat-client-{name}"); + } + + builder.AddOpenAIChatCompletions(); + + this._app = builder.Build(); + + foreach ((string name, string _, string _) in agents) + { + AIAgent agent = this._app.Services.GetRequiredKeyedService(name); + this._app.MapOpenAIChatCompletions(agent); + } + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + return testServer.CreateClient(); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsSerializationTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsSerializationTests.cs new file mode 100644 index 00000000000..edf11fbf6bb --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIChatCompletionsSerializationTests.cs @@ -0,0 +1,576 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.Linq; +using System.Text.Json; +using Microsoft.Agents.AI.Hosting.OpenAI.ChatCompletions.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Tests; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Tests for OpenAI ChatCompletions API model serialization and deserialization. +/// These tests verify that our models correctly serialize to and deserialize from JSON +/// matching the OpenAI wire format, without testing actual API implementation behavior. +/// +public sealed class OpenAIChatCompletionsSerializationTests : ConformanceTestBase +{ + #region Request Deserialization Tests + + [Fact] + public void Deserialize_BasicRequest_Success() + { + // Arrange + string json = LoadChatCompletionsTraceFile("basic/request.json"); + + // Act + CreateChatCompletion? request = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + + // Assert + Assert.NotNull(request); + Assert.Equal("gpt-4o-mini", request.Model); + Assert.NotNull(request.Messages); + Assert.True(request.Messages.Count > 0); + Assert.Equal(100, request.MaxCompletionTokens); + } + + [Fact] + public void Deserialize_BasicRequest_RoundTrip() + { + // Arrange + string originalJson = LoadChatCompletionsTraceFile("basic/request.json"); + + // Act + CreateChatCompletion? request = JsonSerializer.Deserialize(originalJson, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + string reserializedJson = JsonSerializer.Serialize(request, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + CreateChatCompletion? roundtripped = JsonSerializer.Deserialize(reserializedJson, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + + // Assert + Assert.NotNull(request); + Assert.NotNull(roundtripped); + Assert.Equal(request.Model, roundtripped.Model); + Assert.Equal(request.MaxCompletionTokens, roundtripped.MaxCompletionTokens); + Assert.Equal(request.Messages.Count, roundtripped.Messages.Count); + } + + [Fact] + public void Deserialize_BasicRequest_HasMessages() + { + // Arrange + string json = LoadChatCompletionsTraceFile("basic/request.json"); + + // Act + CreateChatCompletion? request = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.Messages); + Assert.Single(request.Messages); + + var message = request.Messages[0]; + Assert.Equal("user", message.Role); + Assert.NotNull(message.Content); + } + + [Fact] + public void Deserialize_StreamingRequest_HasStreamFlag() + { + // Arrange + string json = LoadChatCompletionsTraceFile("streaming/request.json"); + + // Act + CreateChatCompletion? request = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + + // Assert + Assert.NotNull(request); + Assert.True(request.Stream); + Assert.Equal(150, request.MaxCompletionTokens); + } + + [Fact] + public void Deserialize_SystemMessageRequest_HasSystemRole() + { + // Arrange + string json = LoadChatCompletionsTraceFile("system_message/request.json"); + + // Act + CreateChatCompletion? request = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.Messages); + Assert.True(request.Messages.Count >= 2); + Assert.Equal("system", request.Messages[0].Role); + Assert.Equal("user", request.Messages[1].Role); + } + + [Fact] + public void Deserialize_MultiTurnRequest_HasMultipleMessages() + { + // Arrange + string json = LoadChatCompletionsTraceFile("multi_turn/request.json"); + + // Act + CreateChatCompletion? request = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.Messages); + Assert.True(request.Messages.Count >= 3); + Assert.Equal("user", request.Messages[0].Role); + Assert.Equal("assistant", request.Messages[1].Role); + Assert.Equal("user", request.Messages[2].Role); + } + + [Fact] + public void Deserialize_FunctionCallingRequest_HasTools() + { + // Arrange + string json = LoadChatCompletionsTraceFile("function_calling/request.json"); + + // Act + CreateChatCompletion? request = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.Tools); + Assert.Single(request.Tools); + Assert.NotNull(request.ToolChoice?.Mode); + Assert.Equal("auto", request.ToolChoice.Mode); + } + + [Fact] + public void Deserialize_JsonModeRequest_HasResponseFormat() + { + // Arrange + string json = LoadChatCompletionsTraceFile("json_mode/request.json"); + + // Act + CreateChatCompletion? request = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.ResponseFormat); + } + + [Fact] + public void Deserialize_AllRequests_CanBeDeserialized() + { + // Arrange + string[] requestPaths = + [ + "basic/request.json", + "streaming/request.json", + "system_message/request.json", + "multi_turn/request.json", + "function_calling/request.json", + "json_mode/request.json" + ]; + + foreach (var path in requestPaths) + { + string json = LoadChatCompletionsTraceFile(path); + + // Act & Assert - Should not throw + CreateChatCompletion? request = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.CreateChatCompletion); + Assert.NotNull(request); + Assert.NotNull(request.Messages); + Assert.True(request.Messages.Count > 0, $"Request from {path} should have messages"); + } + } + + #endregion + + #region Response Deserialization Tests + + [Fact] + public void Deserialize_BasicResponse_Success() + { + // Arrange + string json = LoadChatCompletionsTraceFile("basic/response.json"); + + // Act + ChatCompletion? response = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.StartsWith("chatcmpl-", response.Id); + Assert.Equal("chat.completion", response.Object); + Assert.True(response.Created > 0); + Assert.NotNull(response.Model); + Assert.StartsWith("gpt-4o-mini", response.Model); + } + + [Fact] + public void Deserialize_BasicResponse_HasChoices() + { + // Arrange + string json = LoadChatCompletionsTraceFile("basic/response.json"); + + // Act + ChatCompletion? response = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Choices); + Assert.Single(response.Choices); + + var choice = response.Choices[0]; + Assert.Equal(0, choice.Index); + Assert.NotNull(choice.Message); + Assert.Equal("assistant", choice.Message.Role); + Assert.NotNull(choice.Message.Content); + Assert.NotNull(choice.FinishReason); + } + + [Fact] + public void Deserialize_BasicResponse_HasUsage() + { + // Arrange + string json = LoadChatCompletionsTraceFile("basic/response.json"); + + // Act + ChatCompletion? response = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Usage); + Assert.True(response.Usage.PromptTokens > 0); + Assert.True(response.Usage.CompletionTokens > 0); + Assert.Equal(response.Usage.PromptTokens + response.Usage.CompletionTokens, response.Usage.TotalTokens); + Assert.NotNull(response.Usage.PromptTokensDetails); + Assert.NotNull(response.Usage.CompletionTokensDetails); + } + + [Fact] + public void Deserialize_SystemMessageResponse_HasContent() + { + // Arrange + string json = LoadChatCompletionsTraceFile("system_message/response.json"); + + // Act + ChatCompletion? response = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Choices); + var message = response.Choices[0].Message; + Assert.Equal("assistant", message.Role); + Assert.NotNull(message.Content); + Assert.Contains("Ahoy, matey", message.Content, StringComparison.OrdinalIgnoreCase); + } + + [Fact] + public void Deserialize_MultiTurnResponse_HasContent() + { + // Arrange + string json = LoadChatCompletionsTraceFile("multi_turn/response.json"); + + // Act + ChatCompletion? response = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Choices); + var message = response.Choices[0].Message; + Assert.Equal("assistant", message.Role); + Assert.NotNull(message.Content); + } + + [Fact] + public void Deserialize_FunctionCallingResponse_HasToolCalls() + { + // Arrange + string json = LoadChatCompletionsTraceFile("function_calling/response.json"); + + // Act + ChatCompletion? response = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Choices); + + var choice = response.Choices[0]; + Assert.Equal("tool_calls", choice.FinishReason); + + var message = choice.Message; + Assert.NotNull(message.ToolCalls); + Assert.Single(message.ToolCalls); + + var toolCall = message.ToolCalls[0]; + Assert.NotNull(toolCall.Id); + Assert.StartsWith("call_", toolCall.Id); + Assert.Equal("function", toolCall.Type); + Assert.NotNull(toolCall.Function); + Assert.Equal("get_weather", toolCall.Function.Name); + Assert.NotNull(toolCall.Function.Arguments); + } + + [Fact] + public void Deserialize_JsonModeResponse_HasStructuredOutput() + { + // Arrange + string json = LoadChatCompletionsTraceFile("json_mode/response.json"); + + // Act + ChatCompletion? response = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Choices); + + var message = response.Choices[0].Message; + Assert.NotNull(message.Content); + + // Verify the content is valid JSON + using var jsonDoc = JsonDocument.Parse(message.Content); + var jsonRoot = jsonDoc.RootElement; + Assert.Equal(JsonValueKind.Object, jsonRoot.ValueKind); + Assert.True(jsonRoot.TryGetProperty("name", out _)); + Assert.True(jsonRoot.TryGetProperty("age", out _)); + Assert.True(jsonRoot.TryGetProperty("occupation", out _)); + } + + [Fact] + public void Deserialize_AllResponses_HaveRequiredFields() + { + // Arrange + string[] responsePaths = + [ + "basic/response.json", + "system_message/response.json", + "multi_turn/response.json", + "function_calling/response.json", + "json_mode/response.json" + ]; + + foreach (var path in responsePaths) + { + string json = LoadChatCompletionsTraceFile(path); + + // Act + ChatCompletion? response = JsonSerializer.Deserialize(json, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Id); + Assert.Equal("chat.completion", response.Object); + Assert.True(response.Created > 0, $"Response from {path} should have created timestamp"); + Assert.NotNull(response.Model); + Assert.NotNull(response.Choices); + Assert.True(response.Choices.Count > 0, $"Response from {path} should have choices"); + } + } + + [Fact] + public void Deserialize_ResponseRoundTrip_PreservesData() + { + // Arrange + string originalJson = LoadChatCompletionsTraceFile("basic/response.json"); + + // Act - Deserialize and re-serialize + ChatCompletion? response = JsonSerializer.Deserialize(originalJson, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + string reserializedJson = JsonSerializer.Serialize(response, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + ChatCompletion? roundtripped = JsonSerializer.Deserialize(reserializedJson, ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletion); + + // Assert + Assert.NotNull(response); + Assert.NotNull(roundtripped); + Assert.Equal(response.Id, roundtripped.Id); + Assert.Equal(response.Created, roundtripped.Created); + Assert.Equal(response.Model, roundtripped.Model); + Assert.Equal(response.Choices.Count, roundtripped.Choices.Count); + } + + #endregion + + #region Streaming Chunk Deserialization Tests + + [Fact] + public void ParseStreamingChunks_BasicFormat_Success() + { + // Arrange + string sseContent = LoadChatCompletionsTraceFile("streaming/response.txt"); + + // Act + var chunks = ParseChatCompletionChunksFromSse(sseContent); + + // Assert + Assert.NotEmpty(chunks); + Assert.All(chunks, chunk => + { + ChatCompletionChunk? parsed = JsonSerializer.Deserialize(chunk.GetRawText(), ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletionChunk); + Assert.NotNull(parsed); + Assert.NotNull(parsed.Id); + Assert.Equal("chat.completion.chunk", parsed.Object); + Assert.True(parsed.Created > 0); + Assert.NotNull(parsed.Model); + Assert.NotNull(parsed.Choices); + }); + } + + [Fact] + public void ParseStreamingChunks_AllChunksSameId() + { + // Arrange + string sseContent = LoadChatCompletionsTraceFile("streaming/response.txt"); + + // Act + var chunks = ParseChatCompletionChunksFromSse(sseContent); + + // Deserialize chunks + var parsedChunks = chunks + .Select(c => JsonSerializer.Deserialize(c.GetRawText(), ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletionChunk)) + .Where(c => c != null) + .ToList(); + + // Assert + Assert.NotEmpty(parsedChunks); + + string? firstId = parsedChunks[0]!.Id; + Assert.NotNull(firstId); + Assert.StartsWith("chatcmpl-", firstId); + + Assert.All(parsedChunks, chunk => Assert.Equal(firstId, chunk!.Id)); + } + + [Fact] + public void ParseStreamingChunks_FirstChunkHasRole() + { + // Arrange + string sseContent = LoadChatCompletionsTraceFile("streaming/response.txt"); + + // Act + var chunks = ParseChatCompletionChunksFromSse(sseContent); + var firstChunk = JsonSerializer.Deserialize(chunks[0].GetRawText(), ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletionChunk); + + // Assert + Assert.NotNull(firstChunk); + Assert.NotNull(firstChunk.Choices); + Assert.True(firstChunk.Choices.Count > 0); + + var firstChoice = firstChunk.Choices[0]; + Assert.NotNull(firstChoice.Delta); + + if (firstChoice.Delta.Role != null) + { + Assert.Equal("assistant", firstChoice.Delta.Role); + } + } + + [Fact] + public void ParseStreamingChunks_AccumulateContent_MatchesExpected() + { + // Arrange + string sseContent = LoadChatCompletionsTraceFile("streaming/response.txt"); + + // Act + var chunks = ParseChatCompletionChunksFromSse(sseContent); + var contentPieces = new List(); + + foreach (var chunkJson in chunks) + { + var chunk = JsonSerializer.Deserialize(chunkJson.GetRawText(), ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletionChunk); + if (chunk?.Choices != null && chunk.Choices.Count > 0) + { + var delta = chunk.Choices[0].Delta; + if (!string.IsNullOrEmpty(delta?.Content)) + { + contentPieces.Add(delta.Content); + } + } + } + + // Assert + Assert.NotEmpty(contentPieces); + string fullText = string.Concat(contentPieces); + Assert.NotEmpty(fullText); + Assert.Contains("circuits", fullText); + Assert.Contains("flight", fullText); + } + + [Fact] + public void ParseStreamingChunks_LastChunkHasFinishReason() + { + // Arrange + string sseContent = LoadChatCompletionsTraceFile("streaming/response.txt"); + + // Act + var chunks = ParseChatCompletionChunksFromSse(sseContent); + + // Find chunks with finish_reason + var chunksWithFinishReason = new List(); + foreach (var chunkJson in chunks) + { + var chunk = JsonSerializer.Deserialize(chunkJson.GetRawText(), ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletionChunk); + if (chunk?.Choices != null && chunk.Choices.Count > 0 && !string.IsNullOrEmpty(chunk.Choices[0].FinishReason)) + { + chunksWithFinishReason.Add(chunk); + } + } + + // Assert + Assert.NotEmpty(chunksWithFinishReason); + var lastChunk = chunksWithFinishReason.Last(); + Assert.Contains(lastChunk.Choices[0].FinishReason, collection: ["stop", "length", "tool_calls", "content_filter"]); + } + + [Fact] + public void ParseStreamingChunks_LastChunkHasUsage() + { + // Arrange + string sseContent = LoadChatCompletionsTraceFile("streaming/response.txt"); + + // Act + var chunks = ParseChatCompletionChunksFromSse(sseContent); + var lastChunkJson = chunks.Last(); + var lastChunk = JsonSerializer.Deserialize(lastChunkJson.GetRawText(), ChatCompletions.ChatCompletionsJsonContext.Default.ChatCompletionChunk); + + // Assert + Assert.NotNull(lastChunk); + Assert.NotNull(lastChunk.Usage); + Assert.True(lastChunk.Usage.PromptTokens > 0); + Assert.True(lastChunk.Usage.CompletionTokens > 0); + Assert.Equal(lastChunk.Usage.PromptTokens + lastChunk.Usage.CompletionTokens, lastChunk.Usage.TotalTokens); + } + + /// + /// Helper to parse chat completion chunks from SSE response. + /// + private static List ParseChatCompletionChunksFromSse(string sseContent) + { + var chunks = new List(); + var lines = sseContent.Split('\n'); + + for (int i = 0; i < lines.Length; i++) + { + var line = lines[i].TrimEnd('\r'); + + if (line.StartsWith("data: ", StringComparison.Ordinal)) + { + var jsonData = line.Substring("data: ".Length); + + // Skip [DONE] marker + if (jsonData == "[DONE]") + { + continue; + } + + try + { + var doc = JsonDocument.Parse(jsonData); + chunks.Add(doc.RootElement.Clone()); + } + catch + { + // Skip invalid JSON + } + } + } + + return chunks; + } + + #endregion +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIConversationsConformanceTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIConversationsConformanceTests.cs new file mode 100644 index 00000000000..618d86f1c7e --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIConversationsConformanceTests.cs @@ -0,0 +1,1201 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Collections.Generic; +using System.IO; +using System.Linq; +using System.Net.Http; +using System.Text; +using System.Text.Json; +using System.Threading.Tasks; +using Microsoft.AspNetCore.Builder; +using Microsoft.AspNetCore.Hosting.Server; +using Microsoft.AspNetCore.TestHost; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.Extensions.Hosting; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Conformance tests for OpenAI Conversations API implementation behavior. +/// Tests use real API traces to ensure our implementation produces responses +/// that match OpenAI's wire format when processing actual requests through the server. +/// +public sealed class OpenAIConversationsConformanceTests : IAsyncDisposable +{ + private const string TracesBasePath = "ConformanceTraces/Conversations"; + private WebApplication? _app; + private HttpClient? _httpClient; + + /// + /// Loads a JSON file from the conformance traces directory. + /// + private static string LoadTraceFile(string relativePath) + { + var fullPath = Path.Combine(TracesBasePath, relativePath); + + if (!File.Exists(fullPath)) + { + throw new FileNotFoundException($"Conformance trace file not found: {fullPath}"); + } + + return File.ReadAllText(fullPath); + } + + /// + /// Loads a JSON document from the conformance traces directory. + /// + private static JsonDocument LoadTraceDocument(string relativePath) + { + var json = LoadTraceFile(relativePath); + return JsonDocument.Parse(json); + } + + /// + /// Asserts that a JSON element exists (property is present, value can be null). + /// + private static void AssertJsonPropertyExists(JsonElement element, string propertyName) + { + if (!element.TryGetProperty(propertyName, out _)) + { + Assert.Fail($"Expected property '{propertyName}' not found in JSON"); + } + } + + /// + /// Asserts that a JSON element has a specific string value. + /// + private static void AssertJsonPropertyEquals(JsonElement element, string propertyName, string expectedValue) + { + AssertJsonPropertyExists(element, propertyName); + var actualValue = element.GetProperty(propertyName).GetString(); + + if (actualValue != expectedValue) + { + Assert.Fail($"Property '{propertyName}': expected '{expectedValue}', got '{actualValue}'"); + } + } + + /// + /// Asserts that a JSON element has a specific boolean value. + /// + private static void AssertJsonPropertyEquals(JsonElement element, string propertyName, bool expectedValue) + { + AssertJsonPropertyExists(element, propertyName); + var actualValue = element.GetProperty(propertyName).GetBoolean(); + + if (actualValue != expectedValue) + { + Assert.Fail($"Property '{propertyName}': expected {expectedValue}, got {actualValue}"); + } + } + + /// + /// Creates a test server with Conversations API. + /// + private async Task CreateTestServerAsync(string agentName, string instructions, string responseText) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(responseText); + builder.Services.AddKeyedSingleton("chat-client", mockChatClient); + builder.AddAIAgent(agentName, instructions, chatClientServiceKey: "chat-client"); + builder.AddOpenAIConversations(); + builder.AddOpenAIResponses(); + + this._app = builder.Build(); + AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); + this._app.MapOpenAIConversations(); + this._app.MapOpenAIResponses(agent); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + this._httpClient = testServer.CreateClient(); + return this._httpClient; + } + + /// + /// Creates a test server with a stateful mock that returns different responses for each call. + /// + private async Task CreateTestServerWithStatefulMockAsync(string agentName, string instructions, string[] responseTexts) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + IChatClient mockChatClient = new TestHelpers.StatefulMockChatClient(responseTexts); + builder.Services.AddKeyedSingleton("chat-client", mockChatClient); + builder.AddAIAgent(agentName, instructions, chatClientServiceKey: "chat-client"); + builder.AddOpenAIConversations(); + builder.AddOpenAIResponses(); + + this._app = builder.Build(); + + AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); + this._app.MapOpenAIConversations(); + this._app.MapOpenAIResponses(agent); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + this._httpClient = testServer.CreateClient(); + return this._httpClient; + } + + /// + /// Creates a test server with a tool call mock. + /// + private async Task CreateTestServerWithToolCallAsync(string agentName, string instructions, string functionName, string arguments) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + IChatClient mockChatClient = new TestHelpers.ToolCallMockChatClient(functionName, arguments); + builder.Services.AddKeyedSingleton("chat-client", mockChatClient); + builder.AddAIAgent(agentName, instructions, chatClientServiceKey: "chat-client"); + builder.AddOpenAIConversations(); + builder.AddOpenAIResponses(); + + this._app = builder.Build(); + + AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); + this._app.MapOpenAIConversations(); + this._app.MapOpenAIResponses(agent); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + this._httpClient = testServer.CreateClient(); + return this._httpClient; + } + + /// + /// Sends a POST request with JSON content to the test server. + /// + private static async Task SendPostRequestAsync(HttpClient client, string path, string requestJson) + { + using StringContent content = new(requestJson, Encoding.UTF8, "application/json"); + return await client.PostAsync(new Uri(path, UriKind.Relative), content); + } + + /// + /// Sends a GET request to the test server. + /// + private static async Task SendGetRequestAsync(HttpClient client, string path) + { + return await client.GetAsync(new Uri(path, UriKind.Relative)); + } + + /// + /// Sends a DELETE request to the test server. + /// + private static async Task SendDeleteRequestAsync(HttpClient client, string path) + { + return await client.DeleteAsync(new Uri(path, UriKind.Relative)); + } + + /// + /// Parses the response JSON and returns a JsonDocument. + /// + private static async Task ParseResponseAsync(HttpResponseMessage response) + { + string responseJson = await response.Content.ReadAsStringAsync(); + return JsonDocument.Parse(responseJson); + } + + [Fact] + public async Task BasicConversationCreateAsync() + { + // Arrange + string requestJson = LoadTraceFile("basic/create_conversation_request.json"); + + HttpClient client = await this.CreateTestServerAsync("basic-agent", "You are a helpful assistant.", "The capital of France is Paris."); + + // Act + HttpResponseMessage httpResponse = await SendPostRequestAsync(client, "/v1/conversations", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; + + // Parse the request + using var requestDoc = JsonDocument.Parse(requestJson); + var request = requestDoc.RootElement; + + // Assert - Request has metadata + AssertJsonPropertyExists(request, "metadata"); + var requestMetadata = request.GetProperty("metadata"); + Assert.Equal(JsonValueKind.Object, requestMetadata.ValueKind); + + // Assert - Response metadata + AssertJsonPropertyExists(response, "id"); + AssertJsonPropertyEquals(response, "object", "conversation"); + AssertJsonPropertyExists(response, "created_at"); + var id = response.GetProperty("id").GetString(); + Assert.NotNull(id); + Assert.StartsWith("conv_", id); + var createdAt = response.GetProperty("created_at").GetInt64(); + Assert.True(createdAt > 0, "created_at should be a positive unix timestamp"); + + // Assert - Response preserves metadata + AssertJsonPropertyExists(response, "metadata"); + var responseMetadata = response.GetProperty("metadata"); + Assert.Equal(JsonValueKind.Object, responseMetadata.ValueKind); + } + + [Fact] + public async Task BasicConversationWithMessagesAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + string firstMessageRequestJson = LoadTraceFile("basic/first_message_request.json"); + string secondMessageRequestJson = LoadTraceFile("basic/second_message_request.json"); + using var firstMessageExpectedDoc = LoadTraceDocument("basic/first_message_response.json"); + using var secondMessageExpectedDoc = LoadTraceDocument("basic/second_message_response.json"); + + // Get expected response texts + string firstExpectedText = firstMessageExpectedDoc.RootElement.GetProperty("output")[0] + .GetProperty("content")[0] + .GetProperty("text").GetString()!; + string secondExpectedText = secondMessageExpectedDoc.RootElement.GetProperty("output")[0] + .GetProperty("content")[0] + .GetProperty("text").GetString()!; + + // Create a stateful mock that returns different responses for each call + HttpClient client = await this.CreateTestServerWithStatefulMockAsync( + "basic-agent", + "You are a helpful assistant.", + [firstExpectedText, secondExpectedText]); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - Send first message (using Responses API with conversation parameter) + // Update the request JSON with the actual conversation ID + using var firstMsgDoc = JsonDocument.Parse(firstMessageRequestJson); + var firstMsgRequest = JsonSerializer.Serialize(new + { + model = firstMsgDoc.RootElement.GetProperty("model").GetString(), + conversation = conversationId, + input = firstMsgDoc.RootElement.GetProperty("input").GetString(), + max_output_tokens = firstMsgDoc.RootElement.GetProperty("max_output_tokens").GetInt32() + }); + + HttpResponseMessage firstMsgResponse = await SendPostRequestAsync(client, "/basic-agent/v1/responses", firstMsgRequest); + using var firstMsgResponseDoc = await ParseResponseAsync(firstMsgResponse); + var firstResponse = firstMsgResponseDoc.RootElement; + + // Assert - First response has conversation reference + AssertJsonPropertyExists(firstResponse, "conversation"); + var conversationRef = firstResponse.GetProperty("conversation"); + + // The conversation reference can be either a string (just the ID) or an object with an id property + if (conversationRef.ValueKind == JsonValueKind.String) + { + var refId = conversationRef.GetString(); + Assert.Equal(conversationId, refId); + } + else if (conversationRef.ValueKind == JsonValueKind.Object) + { + AssertJsonPropertyEquals(conversationRef, "id", conversationId); + } + else + { + Assert.Fail($"Expected conversation to be either a string or an object, but got {conversationRef.ValueKind}"); + } + + // Assert - First response has output + AssertJsonPropertyExists(firstResponse, "output"); + var firstOutput = firstResponse.GetProperty("output"); + Assert.True(firstOutput.GetArrayLength() > 0); + + // Assert - First response status is completed + AssertJsonPropertyEquals(firstResponse, "status", "completed"); + + // Act - Send second message + using var secondMsgDoc = JsonDocument.Parse(secondMessageRequestJson); + var secondMsgRequest = JsonSerializer.Serialize(new + { + model = secondMsgDoc.RootElement.GetProperty("model").GetString(), + conversation = conversationId, + input = secondMsgDoc.RootElement.GetProperty("input").GetString(), + max_output_tokens = secondMsgDoc.RootElement.GetProperty("max_output_tokens").GetInt32() + }); + + HttpResponseMessage secondMsgResponse = await SendPostRequestAsync(client, "/basic-agent/v1/responses", secondMsgRequest); + using var secondMsgResponseDoc = await ParseResponseAsync(secondMsgResponse); + var secondResponse = secondMsgResponseDoc.RootElement; + + // Assert - Second response has conversation reference + AssertJsonPropertyExists(secondResponse, "conversation"); + var secondConversationRef = secondResponse.GetProperty("conversation"); + + if (secondConversationRef.ValueKind == JsonValueKind.String) + { + var refId = secondConversationRef.GetString(); + Assert.Equal(conversationId, refId); + } + else if (secondConversationRef.ValueKind == JsonValueKind.Object) + { + AssertJsonPropertyEquals(secondConversationRef, "id", conversationId); + } + else + { + Assert.Fail($"Expected conversation to be either a string or an object, but got {secondConversationRef.ValueKind}"); + } + + // Assert - Second response has output + AssertJsonPropertyExists(secondResponse, "output"); + var secondOutput = secondResponse.GetProperty("output"); + Assert.True(secondOutput.GetArrayLength() > 0); + + // Assert - Second response status is completed + AssertJsonPropertyEquals(secondResponse, "status", "completed"); + } + + [Fact] + public async Task CreateConversationWithItemsAsync() + { + // Arrange + string requestJson = LoadTraceFile("create_with_items/create_request.json"); + using var expectedResponseDoc = LoadTraceDocument("create_with_items/create_response.json"); + + HttpClient client = await this.CreateTestServerAsync("items-agent", "You are a helpful assistant.", "Test response"); + + // Act + HttpResponseMessage httpResponse = await SendPostRequestAsync(client, "/v1/conversations", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; + + // Parse the request + using var requestDoc = JsonDocument.Parse(requestJson); + var request = requestDoc.RootElement; + + // Assert - Request has items array + AssertJsonPropertyExists(request, "items"); + var requestItems = request.GetProperty("items"); + Assert.Equal(JsonValueKind.Array, requestItems.ValueKind); + Assert.True(requestItems.GetArrayLength() > 0); + + // Assert - Response has conversation structure + AssertJsonPropertyExists(response, "id"); + AssertJsonPropertyEquals(response, "object", "conversation"); + AssertJsonPropertyExists(response, "created_at"); + AssertJsonPropertyExists(response, "metadata"); + } + + [Fact] + public async Task AddItemsToConversationAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + string addItemsRequestJson = LoadTraceFile("add_items/request.json"); + using var expectedResponseDoc = LoadTraceDocument("add_items/response.json"); + + HttpClient client = await this.CreateTestServerAsync("add-items-agent", "You are a helpful assistant.", "Test response"); + + // Act - Create conversation first + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - Add items + HttpResponseMessage addItemsResponse = await SendPostRequestAsync(client, $"/v1/conversations/{conversationId}/items", addItemsRequestJson); + using var addItemsDoc = await ParseResponseAsync(addItemsResponse); + var response = addItemsDoc.RootElement; + + // Parse the request + using var requestDoc = JsonDocument.Parse(addItemsRequestJson); + var request = requestDoc.RootElement; + + // Assert - Request has items array + AssertJsonPropertyExists(request, "items"); + var requestItems = request.GetProperty("items"); + Assert.Equal(JsonValueKind.Array, requestItems.ValueKind); + var itemCount = requestItems.GetArrayLength(); + Assert.True(itemCount > 0); + + // Assert - Response has data array with created items + AssertJsonPropertyExists(response, "data"); + var responseData = response.GetProperty("data"); + Assert.Equal(JsonValueKind.Array, responseData.ValueKind); + Assert.Equal(itemCount, responseData.GetArrayLength()); + + // Assert - Each item has required fields + foreach (var item in responseData.EnumerateArray()) + { + AssertJsonPropertyExists(item, "id"); + AssertJsonPropertyEquals(item, "type", "message"); + AssertJsonPropertyExists(item, "content"); + AssertJsonPropertyExists(item, "role"); + var itemId = item.GetProperty("id").GetString(); + Assert.NotNull(itemId); + Assert.StartsWith("msg_", itemId); + } + } + + [Fact] + public async Task ListItemsInConversationAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + using var expectedResponseDoc = LoadTraceDocument("list_items/response.json"); + + HttpClient client = await this.CreateTestServerAsync("list-items-agent", "You are a helpful assistant.", "The capital of France is Paris."); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - List items + HttpResponseMessage listResponse = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items"); + using var listDoc = await ParseResponseAsync(listResponse); + var response = listDoc.RootElement; + + // Assert - Response has list structure + AssertJsonPropertyEquals(response, "object", "list"); + AssertJsonPropertyExists(response, "data"); + AssertJsonPropertyExists(response, "first_id"); + AssertJsonPropertyExists(response, "last_id"); + AssertJsonPropertyExists(response, "has_more"); + + var data = response.GetProperty("data"); + Assert.Equal(JsonValueKind.Array, data.ValueKind); + } + + [Fact] + public async Task RetrieveConversationAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + using var expectedResponseDoc = LoadTraceDocument("retrieve_conversation/response.json"); + + HttpClient client = await this.CreateTestServerAsync("retrieve-agent", "You are a helpful assistant.", "Test response"); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var createdConversation = createDoc.RootElement; + string conversationId = createdConversation.GetProperty("id").GetString()!; + + // Act - Retrieve conversation + HttpResponseMessage retrieveResponse = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}"); + using var retrieveDoc = await ParseResponseAsync(retrieveResponse); + var response = retrieveDoc.RootElement; + + // Assert - Response has conversation structure + AssertJsonPropertyExists(response, "id"); + AssertJsonPropertyEquals(response, "object", "conversation"); + AssertJsonPropertyExists(response, "created_at"); + AssertJsonPropertyExists(response, "metadata"); + var id = response.GetProperty("id").GetString(); + Assert.Equal(conversationId, id); + } + + [Fact] + public async Task RetrieveItemAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("create_with_items/create_request.json"); + using var expectedResponseDoc = LoadTraceDocument("retrieve_item/response.json"); + + HttpClient client = await this.CreateTestServerAsync("retrieve-item-agent", "You are a helpful assistant.", "Test response"); + + // Act - Create conversation with items + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - List items to get an item ID + HttpResponseMessage listResponse = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items"); + using var listDoc = await ParseResponseAsync(listResponse); + var listResult = listDoc.RootElement; + var items = listResult.GetProperty("data"); + Assert.True(items.GetArrayLength() > 0, "Should have at least one item"); + string itemId = items[0].GetProperty("id").GetString()!; + + // Act - Retrieve specific item + HttpResponseMessage retrieveResponse = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items/{itemId}"); + using var retrieveDoc = await ParseResponseAsync(retrieveResponse); + var response = retrieveDoc.RootElement; + + // Assert - Response has item structure + AssertJsonPropertyExists(response, "id"); + AssertJsonPropertyEquals(response, "type", "message"); + AssertJsonPropertyExists(response, "content"); + AssertJsonPropertyExists(response, "role"); + var id = response.GetProperty("id").GetString(); + Assert.Equal(itemId, id); + } + + [Fact] + public async Task UpdateConversationAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + string updateRequestJson = LoadTraceFile("update_conversation/request.json"); + using var expectedResponseDoc = LoadTraceDocument("update_conversation/response.json"); + + HttpClient client = await this.CreateTestServerAsync("update-agent", "You are a helpful assistant.", "Test response"); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - Update conversation + HttpResponseMessage updateResponse = await SendPostRequestAsync(client, $"/v1/conversations/{conversationId}", updateRequestJson); + using var updateDoc = await ParseResponseAsync(updateResponse); + var response = updateDoc.RootElement; + + // Parse the request + using var requestDoc = JsonDocument.Parse(updateRequestJson); + var request = requestDoc.RootElement; + + // Assert - Request has metadata + AssertJsonPropertyExists(request, "metadata"); + var requestMetadata = request.GetProperty("metadata"); + + // Assert - Response preserves updated metadata + AssertJsonPropertyExists(response, "id"); + AssertJsonPropertyEquals(response, "object", "conversation"); + AssertJsonPropertyExists(response, "metadata"); + var responseMetadata = response.GetProperty("metadata"); + + // Verify metadata was updated + foreach (var prop in requestMetadata.EnumerateObject()) + { + Assert.True(responseMetadata.TryGetProperty(prop.Name, out var value)); + Assert.Equal(prop.Value.GetString(), value.GetString()); + } + } + + [Fact] + public async Task DeleteConversationAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + using var expectedResponseDoc = LoadTraceDocument("delete_conversation/response.json"); + + HttpClient client = await this.CreateTestServerAsync("delete-agent", "You are a helpful assistant.", "Test response"); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - Delete conversation + HttpResponseMessage deleteResponse = await SendDeleteRequestAsync(client, $"/v1/conversations/{conversationId}"); + using var deleteDoc = await ParseResponseAsync(deleteResponse); + var response = deleteDoc.RootElement; + + // Assert - Delete response structure + AssertJsonPropertyExists(response, "id"); + AssertJsonPropertyEquals(response, "object", "conversation.deleted"); + AssertJsonPropertyEquals(response, "deleted", true); + var id = response.GetProperty("id").GetString(); + Assert.Equal(conversationId, id); + + // Assert - Conversation is actually deleted + HttpResponseMessage retrieveResponse = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}"); + Assert.Equal(System.Net.HttpStatusCode.NotFound, retrieveResponse.StatusCode); + } + + [Fact] + public async Task DeleteItemAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("create_with_items/create_request.json"); + using var expectedResponseDoc = LoadTraceDocument("delete_item/response.json"); + + HttpClient client = await this.CreateTestServerAsync("delete-item-agent", "You are a helpful assistant.", "Test response"); + + // Act - Create conversation with items + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - List items to get an item ID + HttpResponseMessage listResponse = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items"); + using var listDoc = await ParseResponseAsync(listResponse); + var listResult = listDoc.RootElement; + var items = listResult.GetProperty("data"); + Assert.True(items.GetArrayLength() > 0, "Should have at least one item"); + string itemId = items[0].GetProperty("id").GetString()!; + + // Act - Delete item + HttpResponseMessage deleteResponse = await SendDeleteRequestAsync(client, $"/v1/conversations/{conversationId}/items/{itemId}"); + using var deleteDoc = await ParseResponseAsync(deleteResponse); + var response = deleteDoc.RootElement; + + // Assert - Delete response structure + AssertJsonPropertyExists(response, "id"); + AssertJsonPropertyEquals(response, "object", "conversation.item.deleted"); + AssertJsonPropertyEquals(response, "deleted", true); + var id = response.GetProperty("id").GetString(); + Assert.Equal(itemId, id); + + // Assert - Item is actually deleted + HttpResponseMessage retrieveResponse = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items/{itemId}"); + Assert.Equal(System.Net.HttpStatusCode.NotFound, retrieveResponse.StatusCode); + } + + [Fact] + public async Task ErrorConversationNotFoundAsync() + { + // Arrange + using var expectedResponseDoc = LoadTraceDocument("error_conversation_not_found/response.json"); + const string NonExistentConversationId = "conv_nonexistent123456789"; + + HttpClient client = await this.CreateTestServerAsync("error-agent", "You are a helpful assistant.", "Test response"); + + // Act + HttpResponseMessage response = await SendGetRequestAsync(client, $"/v1/conversations/{NonExistentConversationId}"); + using var responseDoc = await ParseResponseAsync(response); + var responseJson = responseDoc.RootElement; + + // Assert - Response is 404 + Assert.Equal(System.Net.HttpStatusCode.NotFound, response.StatusCode); + + // Assert - Error response structure + AssertJsonPropertyExists(responseJson, "error"); + var error = responseJson.GetProperty("error"); + AssertJsonPropertyExists(error, "message"); + AssertJsonPropertyExists(error, "type"); + var errorMessage = error.GetProperty("message").GetString(); + Assert.NotNull(errorMessage); + Assert.Contains("not found", errorMessage, StringComparison.OrdinalIgnoreCase); + } + + [Fact] + public async Task ErrorItemNotFoundAsync() + { + // Arrange + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + using var expectedResponseDoc = LoadTraceDocument("error_item_not_found/response.json"); + const string NonExistentItemId = "msg_nonexistent123456789"; + + HttpClient client = await this.CreateTestServerAsync("error-item-agent", "You are a helpful assistant.", "Test response"); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - Try to retrieve non-existent item + HttpResponseMessage response = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items/{NonExistentItemId}"); + using var responseDoc = await ParseResponseAsync(response); + var responseJson = responseDoc.RootElement; + + // Assert - Response is 404 + Assert.Equal(System.Net.HttpStatusCode.NotFound, response.StatusCode); + + // Assert - Error response structure + AssertJsonPropertyExists(responseJson, "error"); + var error = responseJson.GetProperty("error"); + AssertJsonPropertyExists(error, "message"); + AssertJsonPropertyExists(error, "type"); + var errorMessage = error.GetProperty("message").GetString(); + Assert.NotNull(errorMessage); + Assert.Contains("not found", errorMessage, StringComparison.OrdinalIgnoreCase); + } + + [Fact] + public async Task ErrorInvalidJsonAsync() + { + // Arrange + string invalidJson = LoadTraceFile("error_invalid_json/request.txt"); + using var expectedResponseDoc = LoadTraceDocument("error_invalid_json/response.json"); + + HttpClient client = await this.CreateTestServerAsync("error-json-agent", "You are a helpful assistant.", "Test response"); + + // Act + using StringContent content = new(invalidJson, Encoding.UTF8, "application/json"); + HttpResponseMessage response = await client.PostAsync(new Uri("/v1/conversations", UriKind.Relative), content); + + // Assert - Response is 400 + Assert.Equal(System.Net.HttpStatusCode.BadRequest, response.StatusCode); + } + + [Fact] + public async Task ErrorDeleteAlreadyDeletedAsync() + { + // Arrange + using var expectedResponseDoc = LoadTraceDocument("error_delete_already_deleted/response.json"); + + HttpClient client = await this.CreateTestServerAsync("delete-twice-agent", "You are a helpful assistant.", "Test response"); + + // Create a conversation + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + string conversationId = createDoc.RootElement.GetProperty("id").GetString()!; + + // Delete the conversation + await SendDeleteRequestAsync(client, $"/v1/conversations/{conversationId}"); + + // Act - Try to delete again + HttpResponseMessage response = await SendDeleteRequestAsync(client, $"/v1/conversations/{conversationId}"); + using var responseDoc = await ParseResponseAsync(response); + var responseJson = responseDoc.RootElement; + + // Assert - Should return 404 + Assert.Equal(System.Net.HttpStatusCode.NotFound, response.StatusCode); + + // Assert - Error response structure + AssertJsonPropertyExists(responseJson, "error"); + var error = responseJson.GetProperty("error"); + AssertJsonPropertyExists(error, "message"); + AssertJsonPropertyExists(error, "type"); + var errorMessage = error.GetProperty("message").GetString(); + Assert.NotNull(errorMessage); + Assert.Contains("not found", errorMessage, StringComparison.OrdinalIgnoreCase); + } + + [Fact] + public async Task ErrorInvalidLimitAsync() + { + // Arrange + using var expectedResponseDoc = LoadTraceDocument("error_invalid_limit/response.json"); + + HttpClient client = await this.CreateTestServerAsync("invalid-limit-agent", "You are a helpful assistant.", "Test response"); + + // Create a conversation + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + string conversationId = createDoc.RootElement.GetProperty("id").GetString()!; + + // Act - Request items with invalid limit (e.g., negative or too large) + HttpResponseMessage response = await SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items?limit=-1"); + using var responseDoc = await ParseResponseAsync(response); + var responseJson = responseDoc.RootElement; + + // Assert - Should return 400 + Assert.Equal(System.Net.HttpStatusCode.BadRequest, response.StatusCode); + + // Assert - Error response structure + AssertJsonPropertyExists(responseJson, "error"); + var error = responseJson.GetProperty("error"); + AssertJsonPropertyExists(error, "message"); + AssertJsonPropertyExists(error, "type"); + var errorMessage = error.GetProperty("message").GetString(); + Assert.NotNull(errorMessage); + } + + [Fact] + public async Task ToolCallFullScenarioAsync() + { + // Arrange - Full test for tool call scenario through Conversations and Responses API + string createRequestJson = LoadTraceFile("tool_call/create_conversation_request.json"); + string firstMessageRequestJson = LoadTraceFile("tool_call/first_message_request.json"); + using var messageExpectedDoc = LoadTraceDocument("tool_call/first_message_response.json"); + + // Extract function call details from expected response + var expectedOutput = messageExpectedDoc.RootElement.GetProperty("output")[0]; + string functionName = expectedOutput.GetProperty("name").GetString()!; + string arguments = expectedOutput.GetProperty("arguments").GetString()!; + + // Create server with proper tool call mock + HttpClient client = await this.CreateTestServerWithToolCallAsync("tool-call-agent", "You are a helpful assistant.", functionName, arguments); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Act - Send message with tools through Responses API + using var msgDoc = JsonDocument.Parse(firstMessageRequestJson); + var msgRequest = JsonSerializer.Serialize(new + { + model = msgDoc.RootElement.GetProperty("model").GetString(), + conversation = conversationId, + input = msgDoc.RootElement.GetProperty("input"), + tools = msgDoc.RootElement.GetProperty("tools"), + max_output_tokens = msgDoc.RootElement.GetProperty("max_output_tokens").GetInt32() + }); + + HttpResponseMessage msgResponse = await SendPostRequestAsync(client, "/tool-call-agent/v1/responses", msgRequest); + using var msgResponseDoc = await ParseResponseAsync(msgResponse); + var response = msgResponseDoc.RootElement; + + // Assert - Response has conversation reference + AssertJsonPropertyExists(response, "conversation"); + AssertJsonPropertyEquals(response, "status", "completed"); + + // Assert - Response has function call output + AssertJsonPropertyExists(response, "output"); + var output = response.GetProperty("output"); + Assert.True(output.GetArrayLength() > 0); + + // Assert - Output contains function call + var outputItem = output[0]; + AssertJsonPropertyEquals(outputItem, "type", "function_call"); + AssertJsonPropertyEquals(outputItem, "name", functionName); + AssertJsonPropertyExists(outputItem, "arguments"); + } + + [Fact] + public async Task ImageInputFullScenarioAsync() + { + // Arrange - Full test for image input scenario through Conversations and Responses API + string createRequestJson = LoadTraceFile("image_input/create_conversation_request.json"); + string firstMessageRequestJson = LoadTraceFile("image_input/first_message_request.json"); + using var createExpectedDoc = LoadTraceDocument("image_input/create_conversation_response.json"); + using var messageExpectedDoc = LoadTraceDocument("image_input/first_message_response.json"); + + // Get expected response text + string expectedText = messageExpectedDoc.RootElement.GetProperty("output")[0] + .GetProperty("content")[0] + .GetProperty("text").GetString()!; + + HttpClient client = await this.CreateTestServerAsync("image-input-agent", "You are a helpful assistant.", expectedText); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Parse the image input request to verify structure + using var requestDoc = JsonDocument.Parse(firstMessageRequestJson); + var request = requestDoc.RootElement; + + // Assert - Request structure with image content (validates we're testing the right scenario) + AssertJsonPropertyExists(request, "input"); + var input = request.GetProperty("input"); + Assert.Equal(JsonValueKind.Array, input.ValueKind); + + var message = input[0]; + AssertJsonPropertyExists(message, "content"); + var content = message.GetProperty("content"); + Assert.True(content.GetArrayLength() > 1, "Should have text and image content"); + + // Assert - Has input_image content type + JsonElement? imagePart = content.EnumerateArray() + .Where(part => part.GetProperty("type").GetString() == "input_image") + .Cast() + .FirstOrDefault(); + bool hasImage = imagePart.HasValue; + if (hasImage) + { + AssertJsonPropertyExists(imagePart!.Value, "image_url"); + } + Assert.True(hasImage, "Request should have input_image content"); + + // Act - Send message with image through Responses API + using var msgDoc = JsonDocument.Parse(firstMessageRequestJson); + var msgRequest = JsonSerializer.Serialize(new + { + model = msgDoc.RootElement.GetProperty("model").GetString(), + conversation = conversationId, + input = msgDoc.RootElement.GetProperty("input"), + max_output_tokens = msgDoc.RootElement.GetProperty("max_output_tokens").GetInt32() + }); + + HttpResponseMessage msgResponse = await SendPostRequestAsync(client, "/image-input-agent/v1/responses", msgRequest); + using var msgResponseDoc = await ParseResponseAsync(msgResponse); + var response = msgResponseDoc.RootElement; + + // Assert - Response has conversation reference (validates integration) + AssertJsonPropertyExists(response, "conversation"); + AssertJsonPropertyEquals(response, "status", "completed"); + + // Assert - Response has output (validates the system processed the request successfully) + AssertJsonPropertyExists(response, "output"); + var output = response.GetProperty("output"); + Assert.True(output.GetArrayLength() > 0); + } + + [Fact] + public async Task ImageInputStreamingScenarioAsync() + { + // Arrange - Test streaming response with image input through Conversations + Responses API + string createRequestJson = LoadTraceFile("image_input_streaming/create_conversation_request.json"); + string firstMessageRequestJson = LoadTraceFile("image_input_streaming/first_message_request.json"); + string expectedResponseSse = LoadTraceFile("image_input_streaming/first_message_response.txt"); + + // Extract expected text from SSE events + var expectedEvents = ParseSseEventsFromContent(expectedResponseSse); + var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); + string expectedText = string.Concat(deltaEvents.Select(e => e.GetProperty("delta").GetString())); + + HttpClient client = await this.CreateTestServerAsync("image-streaming-agent", "You are a helpful assistant.", expectedText); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Prepare streaming request with conversation + using var msgDoc = JsonDocument.Parse(firstMessageRequestJson); + var msgRequest = JsonSerializer.Serialize(new + { + model = msgDoc.RootElement.GetProperty("model").GetString(), + conversation = conversationId, + input = msgDoc.RootElement.GetProperty("input"), + stream = true, + max_output_tokens = msgDoc.RootElement.GetProperty("max_output_tokens").GetInt32() + }); + + // Act - Send streaming request + HttpResponseMessage streamResponse = await SendPostRequestAsync(client, "/image-streaming-agent/v1/responses", msgRequest); + + // Assert - Response should be SSE format (validates streaming works with image input) + Assert.Equal("text/event-stream", streamResponse.Content.Headers.ContentType?.MediaType); + + string responseSse = await streamResponse.Content.ReadAsStringAsync(); + var events = ParseSseEventsFromContent(responseSse); + + // Assert - Has expected event types (validates proper streaming event structure) + var eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()!); + Assert.Contains("response.created", eventTypes); + Assert.Contains("response.output_text.delta", eventTypes); + } + + [Fact] + public async Task RefusalStreamingScenarioAsync() + { + // Arrange - Test streaming response with refusal through Conversations + Responses API + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + string firstMessageRequestJson = LoadTraceFile("refusal_streaming/first_message_request.json"); + string expectedResponseSse = LoadTraceFile("refusal_streaming/first_message_response.txt"); + + // Extract expected text from SSE events + var expectedEvents = ParseSseEventsFromContent(expectedResponseSse); + var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); + string expectedText = string.Concat(deltaEvents.Select(e => e.GetProperty("delta").GetString())); + + HttpClient client = await this.CreateTestServerAsync("refusal-streaming-agent", "You are a helpful assistant.", expectedText); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Prepare streaming request with conversation + using var msgDoc = JsonDocument.Parse(firstMessageRequestJson); + var msgRequest = JsonSerializer.Serialize(new + { + model = msgDoc.RootElement.GetProperty("model").GetString(), + conversation = conversationId, + input = msgDoc.RootElement.GetProperty("input"), + stream = true, + max_output_tokens = msgDoc.RootElement.GetProperty("max_output_tokens").GetInt32() + }); + + // Act - Send streaming request + HttpResponseMessage streamResponse = await SendPostRequestAsync(client, "/refusal-streaming-agent/v1/responses", msgRequest); + + // Assert - Response should be SSE format + Assert.Equal("text/event-stream", streamResponse.Content.Headers.ContentType?.MediaType); + + string responseSse = await streamResponse.Content.ReadAsStringAsync(); + var events = ParseSseEventsFromContent(responseSse); + + // Assert - Has expected event types (conformance check) + var eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()!); + Assert.Contains("response.created", eventTypes); + Assert.Contains("response.output_text.delta", eventTypes); + + // Assert - Text contains refusal (validates refusal content is in streaming output) + var doneEvent = events.First(e => e.GetProperty("type").GetString() == "response.output_text.done"); + var finalText = doneEvent.GetProperty("text").GetString(); + Assert.NotNull(finalText); + Assert.Contains("can't assist", finalText, StringComparison.OrdinalIgnoreCase); + } + + [Fact] + public async Task ToolCallStreamingScenarioAsync() + { + // Arrange - Test streaming response with tool call through Conversations + Responses API + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + string firstMessageRequestJson = LoadTraceFile("tool_call_streaming/first_message_request.json"); + + // Use tool call details from the non-streaming test + using var messageExpectedDoc = LoadTraceDocument("tool_call/first_message_response.json"); + var expectedOutput = messageExpectedDoc.RootElement.GetProperty("output")[0]; + string functionName = expectedOutput.GetProperty("name").GetString()!; + string arguments = expectedOutput.GetProperty("arguments").GetString()!; + + HttpClient client = await this.CreateTestServerWithToolCallAsync("tool-streaming-agent", "You are a helpful assistant.", functionName, arguments); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Prepare streaming request with conversation + using var msgDoc = JsonDocument.Parse(firstMessageRequestJson); + var msgRequest = JsonSerializer.Serialize(new + { + model = msgDoc.RootElement.GetProperty("model").GetString(), + conversation = conversationId, + input = msgDoc.RootElement.GetProperty("input"), + tools = msgDoc.RootElement.GetProperty("tools"), + stream = true, + max_output_tokens = msgDoc.RootElement.GetProperty("max_output_tokens").GetInt32() + }); + + // Act - Send streaming request + HttpResponseMessage streamResponse = await SendPostRequestAsync(client, "/tool-streaming-agent/v1/responses", msgRequest); + + // Assert - Response should be SSE format + Assert.Equal("text/event-stream", streamResponse.Content.Headers.ContentType?.MediaType); + + string responseSse = await streamResponse.Content.ReadAsStringAsync(); + var events = ParseSseEventsFromContent(responseSse); + + // Assert - Has expected event types for function call streaming + var eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()!); + Assert.Contains("response.created", eventTypes); + } + + [Fact] + public async Task RefusalFullScenarioAsync() + { + // Arrange - Full test for refusal scenario through Conversations and Responses API + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + string firstMessageRequestJson = LoadTraceFile("refusal/first_message_request.json"); + using var createExpectedDoc = LoadTraceDocument("refusal/create_conversation_response.json"); + using var messageExpectedDoc = LoadTraceDocument("refusal/first_message_response.json"); + + // Get expected response text (refusal message) + string expectedText = messageExpectedDoc.RootElement.GetProperty("output")[0] + .GetProperty("content")[0] + .GetProperty("text").GetString()!; + + HttpClient client = await this.CreateTestServerAsync("refusal-agent", "You are a helpful assistant.", expectedText); + + // Act - Create conversation + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + var conversation = createDoc.RootElement; + string conversationId = conversation.GetProperty("id").GetString()!; + + // Parse the refusal request to verify structure + using var requestDoc = JsonDocument.Parse(firstMessageRequestJson); + var request = requestDoc.RootElement; + + // Assert - Request structure (input can be string or array depending on the request format) + AssertJsonPropertyExists(request, "input"); + var input = request.GetProperty("input"); + Assert.True(input.ValueKind is JsonValueKind.String or JsonValueKind.Array); + + // Act - Send message through Responses API + using var msgDoc = JsonDocument.Parse(firstMessageRequestJson); + var msgRequest = JsonSerializer.Serialize(new + { + model = msgDoc.RootElement.GetProperty("model").GetString(), + conversation = conversationId, + input = msgDoc.RootElement.GetProperty("input"), + max_output_tokens = msgDoc.RootElement.GetProperty("max_output_tokens").GetInt32() + }); + + HttpResponseMessage msgResponse = await SendPostRequestAsync(client, "/refusal-agent/v1/responses", msgRequest); + using var msgResponseDoc = await ParseResponseAsync(msgResponse); + var response = msgResponseDoc.RootElement; + + // Assert - Response has conversation reference (validates integration) + AssertJsonPropertyExists(response, "conversation"); + // Assert - Refusals should be completed, not failed (important behavioral validation) + AssertJsonPropertyEquals(response, "status", "completed"); + + // Assert - Response has output with refusal (validates structure) + AssertJsonPropertyExists(response, "output"); + var output = response.GetProperty("output"); + Assert.True(output.GetArrayLength() > 0); + + var outputMessage = output[0]; + var outputContent = outputMessage.GetProperty("content"); + var textContent = outputContent[0]; + var text = textContent.GetProperty("text").GetString(); + Assert.NotNull(text); + // Validate refusal pattern (confirms we're testing the right scenario) + Assert.Contains("can't assist", text, StringComparison.OrdinalIgnoreCase); + } + + [Fact] + public async Task ErrorMissingRequiredFieldAsync() + { + // Arrange + string requestJson = LoadTraceFile("error_missing_required_field/request.json"); + + HttpClient client = await this.CreateTestServerAsync("missing-field-agent", "You are a helpful assistant.", "Test response"); + + // Create a conversation first + string createRequestJson = LoadTraceFile("basic/create_conversation_request.json"); + HttpResponseMessage createResponse = await SendPostRequestAsync(client, "/v1/conversations", createRequestJson); + using var createDoc = await ParseResponseAsync(createResponse); + string conversationId = createDoc.RootElement.GetProperty("id").GetString()!; + + // Act - Send request with missing required field (role is missing) + HttpResponseMessage response = await SendPostRequestAsync(client, $"/v1/conversations/{conversationId}/items", requestJson); + + // Assert - System should reject the request with a client error status code + // We accept 400 (Bad Request) or 422 (Unprocessable Entity) as both indicate validation failure + Assert.True( + response.StatusCode is System.Net.HttpStatusCode.BadRequest or + System.Net.HttpStatusCode.UnprocessableEntity, + $"Expected 400 or 422 status code for missing required field, but got {(int)response.StatusCode} ({response.StatusCode})"); + } + + public async ValueTask DisposeAsync() + { + this._httpClient?.Dispose(); + if (this._app != null) + { + await this._app.DisposeAsync(); + } + + GC.SuppressFinalize(this); + } + + /// + /// Helper to parse SSE events from streaming response content string. + /// + private static List ParseSseEventsFromContent(string sseContent) + { + var events = new List(); + var lines = sseContent.Split('\n'); + + for (int i = 0; i < lines.Length; i++) + { + var line = lines[i].TrimEnd('\r'); + + if (line.StartsWith("event: ", StringComparison.Ordinal) && i + 1 < lines.Length) + { + var dataLine = lines[i + 1].TrimEnd('\r'); + if (dataLine.StartsWith("data: ", StringComparison.Ordinal)) + { + var jsonData = dataLine.Substring("data: ".Length); + var doc = JsonDocument.Parse(jsonData); + events.Add(doc.RootElement.Clone()); + } + } + } + + return events; + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIConversationsSerializationTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIConversationsSerializationTests.cs new file mode 100644 index 00000000000..ecbdba4a532 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIConversationsSerializationTests.cs @@ -0,0 +1,592 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Linq; +using System.Text.Json; +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; +using Microsoft.Agents.AI.Hosting.OpenAI.Responses.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Tests for OpenAI Conversations API model serialization and deserialization. +/// These tests verify that our models correctly serialize to and deserialize from JSON +/// matching the OpenAI wire format, without testing actual API implementation behavior. +/// +public sealed class OpenAIConversationsSerializationTests +{ + private const string TracesBasePath = "ConformanceTraces/Conversations"; + + /// + /// Loads a JSON file from the conformance traces directory. + /// + private static string LoadTraceFile(string relativePath) + { + var fullPath = System.IO.Path.Combine(TracesBasePath, relativePath); + + if (!System.IO.File.Exists(fullPath)) + { + throw new System.IO.FileNotFoundException($"Conformance trace file not found: {fullPath}"); + } + + return System.IO.File.ReadAllText(fullPath); + } + + #region Request Serialization Tests + + [Fact] + public void Deserialize_CreateConversationRequest_Success() + { + // Arrange + string json = LoadTraceFile("basic/create_conversation_request.json"); + + // Act + CreateConversationRequest? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateConversationRequest); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.Metadata); + } + + [Fact] + public void Deserialize_CreateConversationWithItems_Success() + { + // Arrange + string json = LoadTraceFile("create_with_items/create_request.json"); + + // Act + CreateConversationRequest? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateConversationRequest); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.Items); + Assert.True(request.Items.Count > 0); + } + + [Fact] + public void Deserialize_CreateItemsRequest_Success() + { + // Arrange + string json = LoadTraceFile("add_items/request.json"); + + // Act + CreateItemsRequest? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateItemsRequest); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.Items); + Assert.True(request.Items.Count > 0); + } + + [Fact] + public void Deserialize_UpdateConversationRequest_Success() + { + // Arrange + string json = LoadTraceFile("update_conversation/request.json"); + + // Act + UpdateConversationRequest? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.UpdateConversationRequest); + + // Assert + Assert.NotNull(request); + Assert.NotNull(request.Metadata); + } + + [Fact] + public void Serialize_CreateConversationRequest_MatchesFormat() + { + // Arrange + var request = new CreateConversationRequest + { + Metadata = new System.Collections.Generic.Dictionary + { + ["test_key"] = "test_value" + } + }; + + // Act + string json = JsonSerializer.Serialize(request, OpenAIHostingJsonContext.Default.CreateConversationRequest); + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert + Assert.True(root.TryGetProperty("metadata", out var metadata)); + Assert.Equal(JsonValueKind.Object, metadata.ValueKind); + Assert.Equal("test_value", metadata.GetProperty("test_key").GetString()); + } + + [Fact] + public void Serialize_CreateConversationRequestWithItems_IncludesItems() + { + // Arrange + var request = new CreateConversationRequest + { + Items = + [ + new ResponsesUserMessageItemParam + { + Content = InputMessageContent.FromContents(new ItemContentInputText { Text = "test" }) + } + ], + Metadata = [] + }; + + // Act + string json = JsonSerializer.Serialize(request, OpenAIHostingJsonContext.Default.CreateConversationRequest); + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert + Assert.True(root.TryGetProperty("items", out var items)); + Assert.Equal(JsonValueKind.Array, items.ValueKind); + Assert.Equal(1, items.GetArrayLength()); + } + + [Fact] + public void Serialize_NullableFields_AreOmittedWhenNull() + { + // Arrange + var request = new CreateConversationRequest(); + + // Act + string json = JsonSerializer.Serialize(request, OpenAIHostingJsonContext.Default.CreateConversationRequest); + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert - Optional fields should not be present when null or use null value + // Either the property doesn't exist or it's explicitly null + bool hasItems = root.TryGetProperty("items", out var itemsProp); + if (hasItems) + { + Assert.Equal(JsonValueKind.Null, itemsProp.ValueKind); + } + } + + #endregion + + #region Response Deserialization Tests + + [Fact] + public void Deserialize_Conversation_Success() + { + // Arrange + string json = LoadTraceFile("basic/create_conversation_response.json"); + + // Act + Conversation? conversation = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Conversation); + + // Assert + Assert.NotNull(conversation); + Assert.StartsWith("conv_", conversation.Id); + Assert.Equal("conversation", conversation.Object); + Assert.True(conversation.CreatedAt > 0); + Assert.NotNull(conversation.Metadata); + } + + [Fact] + public void Deserialize_ConversationRoundTrip_PreservesData() + { + // Arrange + string originalJson = LoadTraceFile("basic/create_conversation_response.json"); + + // Act - Deserialize and re-serialize + Conversation? conversation = JsonSerializer.Deserialize(originalJson, OpenAIHostingJsonContext.Default.Conversation); + string reserializedJson = JsonSerializer.Serialize(conversation, OpenAIHostingJsonContext.Default.Conversation); + Conversation? roundtripped = JsonSerializer.Deserialize(reserializedJson, OpenAIHostingJsonContext.Default.Conversation); + + // Assert + Assert.NotNull(conversation); + Assert.NotNull(roundtripped); + Assert.Equal(conversation.Id, roundtripped.Id); + Assert.Equal(conversation.CreatedAt, roundtripped.CreatedAt); + Assert.Equal(conversation.Object, roundtripped.Object); + } + + [Fact] + public void Deserialize_ItemListResponse_Success() + { + // Arrange + string json = LoadTraceFile("list_items/response.json"); + + // Act - The list_items response uses ListResponse, not ConversationListResponse + ListResponse? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.ListResponseItemResource); + + // Assert + Assert.NotNull(response); + Assert.Equal("list", response.Object); + Assert.NotNull(response.Data); + Assert.NotNull(response.FirstId); + Assert.NotNull(response.LastId); + Assert.False(response.HasMore); + } + + [Fact] + public void Deserialize_ItemResource_Success() + { + // Arrange + string json = LoadTraceFile("retrieve_item/response.json"); + + // Act + ItemResource? item = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.ItemResource); + + // Assert + Assert.NotNull(item); + Assert.StartsWith("msg_", item.Id); + Assert.Equal("message", item.Type); + var messageItem = Assert.IsType(item); + Assert.NotNull(messageItem.Content); + Assert.NotEmpty(messageItem.Content); + } + + [Fact] + public void Deserialize_DeleteResponse_Success() + { + // Arrange + string json = LoadTraceFile("delete_conversation/response.json"); + + // Act + DeleteResponse? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.DeleteResponse); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Id); + Assert.Equal("conversation.deleted", response.Object); + Assert.True(response.Deleted); + } + + [Fact] + public void Deserialize_DeleteItemResponse_Success() + { + // Arrange + string json = LoadTraceFile("delete_item/response.json"); + + // Act + DeleteResponse? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.DeleteResponse); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Id); + Assert.Equal("conversation.item.deleted", response.Object); + Assert.True(response.Deleted); + } + + [Fact] + public void Deserialize_ErrorResponse_Success() + { + // Arrange + string json = LoadTraceFile("error_conversation_not_found/response.json"); + + // Act + ErrorResponse? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.ErrorResponse); + + // Assert + Assert.NotNull(response); + Assert.NotNull(response.Error); + Assert.NotNull(response.Error.Message); + Assert.NotNull(response.Error.Type); + } + + [Fact] + public void Deserialize_AllConversationResponses_HaveRequiredFields() + { + // Arrange + string[] responsePaths = + [ + "basic/create_conversation_response.json", + "create_with_items/create_response.json", + "retrieve_conversation/response.json", + "update_conversation/response.json" + ]; + + foreach (var path in responsePaths) + { + string json = LoadTraceFile(path); + + // Act + Conversation? conversation = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Conversation); + + // Assert + Assert.NotNull(conversation); + Assert.NotNull(conversation.Id); + Assert.Equal("conversation", conversation.Object); + Assert.True(conversation.CreatedAt > 0, $"Conversation from {path} should have created_at"); + } + } + + [Fact] + public void Deserialize_AllItemResponses_HaveRequiredFields() + { + // Arrange - Use list_items response which has multiple items + string json = LoadTraceFile("list_items/response.json"); + ListResponse? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.ListResponseItemResource); + Assert.NotNull(response); + Assert.NotNull(response.Data); + + // Act & Assert + foreach (var item in response.Data) + { + Assert.NotNull(item); + Assert.NotNull(item.Id); + Assert.Equal("message", item.Type); + var messageItem = Assert.IsAssignableFrom(item); + // Content is on concrete message types (ResponsesAssistantMessageItemResource, etc.) + // For this test, we just verify the type is correct + Assert.NotNull(messageItem); + } + } + + [Fact] + public void Serialize_Conversation_MatchesFormat() + { + // Arrange + var conversation = new Conversation + { + Id = "conv_test123", + CreatedAt = 1234567890, + Metadata = new System.Collections.Generic.Dictionary + { + ["test_key"] = "test_value" + } + }; + + // Act + string json = JsonSerializer.Serialize(conversation, OpenAIHostingJsonContext.Default.Conversation); + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert + Assert.Equal("conv_test123", root.GetProperty("id").GetString()); + Assert.Equal("conversation", root.GetProperty("object").GetString()); + Assert.Equal(1234567890, root.GetProperty("created_at").GetInt64()); + var metadata = root.GetProperty("metadata"); + Assert.Equal("test_value", metadata.GetProperty("test_key").GetString()); + } + + [Fact] + public void Serialize_ConversationListResponse_MatchesFormat() + { + // Arrange + var response = new ListResponse + { + Data = + [ + new() + { + Id = "conv_1", + CreatedAt = 1234567890, + Metadata = [] + } + ], + HasMore = false + }; + + // Act + string json = JsonSerializer.Serialize(response, OpenAIHostingJsonUtilities.DefaultOptions); + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert + Assert.Equal("list", root.GetProperty("object").GetString()); + var data = root.GetProperty("data"); + Assert.Equal(JsonValueKind.Array, data.ValueKind); + Assert.Equal(1, data.GetArrayLength()); + Assert.False(root.GetProperty("has_more").GetBoolean()); + } + + [Fact] + public void Serialize_DeleteResponse_MatchesFormat() + { + // Arrange + var response = new DeleteResponse + { + Id = "conv_test123", + Object = "conversation.deleted", + Deleted = true + }; + + // Act + string json = JsonSerializer.Serialize(response, OpenAIHostingJsonContext.Default.DeleteResponse); + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert + Assert.Equal("conv_test123", root.GetProperty("id").GetString()); + Assert.Equal("conversation.deleted", root.GetProperty("object").GetString()); + Assert.True(root.GetProperty("deleted").GetBoolean()); + } + + [Fact] + public void Serialize_ErrorResponse_MatchesFormat() + { + // Arrange + var response = new ErrorResponse + { + Error = new ErrorDetails + { + Message = "Conversation not found", + Type = "invalid_request_error" + } + }; + + // Act + string json = JsonSerializer.Serialize(response, OpenAIHostingJsonContext.Default.ErrorResponse); + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert + var error = root.GetProperty("error"); + Assert.Equal("Conversation not found", error.GetProperty("message").GetString()); + Assert.Equal("invalid_request_error", error.GetProperty("type").GetString()); + } + + #endregion + + #region Integration with Responses API Tests + + [Fact] + public void Deserialize_ResponsesAPIRequestWithConversation_Success() + { + // Arrange + string json = LoadTraceFile("basic/first_message_request.json"); + + // Act + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert - Verify the request has conversation field + Assert.True(root.TryGetProperty("conversation", out var conversation)); + var conversationId = conversation.GetString(); + Assert.NotNull(conversationId); + Assert.StartsWith("conv_", conversationId); + + // Assert - Has standard Responses API fields + Assert.True(root.TryGetProperty("model", out var model)); + Assert.True(root.TryGetProperty("input", out var input)); + Assert.True(root.TryGetProperty("max_output_tokens", out var maxTokens)); + } + + [Fact] + public void Deserialize_ResponsesAPIResponseWithConversation_Success() + { + // Arrange + string json = LoadTraceFile("basic/first_message_response.json"); + + // Act + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert - Verify the response has conversation field + Assert.True(root.TryGetProperty("conversation", out var conversation)); + Assert.Equal(JsonValueKind.Object, conversation.ValueKind); + Assert.True(conversation.TryGetProperty("id", out var conversationId)); + Assert.NotNull(conversationId.GetString()); + + // Assert - Has standard Responses API fields + Assert.True(root.TryGetProperty("id", out var responseId)); + Assert.True(root.TryGetProperty("object", out var obj)); + Assert.Equal("response", obj.GetString()); + Assert.True(root.TryGetProperty("status", out var status)); + Assert.True(root.TryGetProperty("output", out var output)); + } + + [Fact] + public void Deserialize_StreamingResponseWithConversation_Success() + { + // Arrange + string sseContent = LoadTraceFile("basic_streaming/first_message_response.txt"); + + // Act + var events = ParseSseEventsFromContent(sseContent); + + // Assert - At least one event should be present + Assert.NotEmpty(events); + + // Assert - Check if any event has conversation reference + var createdEvent = events.FirstOrDefault(e => + e.TryGetProperty("type", out var type) && + type.GetString() == "response.created"); + + if (!createdEvent.Equals(default(JsonElement))) + { + Assert.True(createdEvent.TryGetProperty("response", out var response)); + // Conversation field may be in the response object + } + } + + [Fact] + public void Deserialize_ImageInputWithConversation_Success() + { + // Arrange + string json = LoadTraceFile("image_input/first_message_request.json"); + + // Act + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert - Verify has conversation and image input + Assert.True(root.TryGetProperty("conversation", out var conversation)); + Assert.True(root.TryGetProperty("input", out var input)); + Assert.Equal(JsonValueKind.Array, input.ValueKind); + } + + [Fact] + public void Deserialize_ToolCallWithConversation_Success() + { + // Arrange + string json = LoadTraceFile("tool_call/first_message_request.json"); + + // Act + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert - Verify has conversation and tools + Assert.True(root.TryGetProperty("conversation", out var conversation)); + Assert.True(root.TryGetProperty("tools", out var tools)); + Assert.Equal(JsonValueKind.Array, tools.ValueKind); + } + + [Fact] + public void Deserialize_RefusalWithConversation_Success() + { + // Arrange + string json = LoadTraceFile("refusal/first_message_request.json"); + + // Act + using var doc = JsonDocument.Parse(json); + var root = doc.RootElement; + + // Assert - Verify has conversation + Assert.True(root.TryGetProperty("conversation", out var conversation)); + Assert.NotNull(conversation.GetString()); + } + + /// + /// Helper to parse SSE events from a streaming response content string. + /// + private static System.Collections.Generic.List ParseSseEventsFromContent(string sseContent) + { + var events = new System.Collections.Generic.List(); + var lines = sseContent.Split('\n'); + + for (int i = 0; i < lines.Length; i++) + { + var line = lines[i].TrimEnd('\r'); + + if (line.StartsWith("event: ", StringComparison.Ordinal) && i + 1 < lines.Length) + { + var dataLine = lines[i + 1].TrimEnd('\r'); + if (dataLine.StartsWith("data: ", StringComparison.Ordinal)) + { + var jsonData = dataLine.Substring("data: ".Length); + var doc = JsonDocument.Parse(jsonData); + events.Add(doc.RootElement.Clone()); + } + } + } + + return events; + } + + #endregion +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIHttpApiIntegrationTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIHttpApiIntegrationTests.cs new file mode 100644 index 00000000000..0c07410b91a --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIHttpApiIntegrationTests.cs @@ -0,0 +1,435 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Linq; +using System.Net.Http; +using System.Text; +using System.Text.Json; +using System.Threading.Tasks; +using Microsoft.AspNetCore.Builder; +using Microsoft.AspNetCore.Hosting.Server; +using Microsoft.AspNetCore.TestHost; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.Extensions.Hosting; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Integration tests for the HTTP API with in-memory conversation, response, and agent index storage. +/// Tests create a conversation, create a response, wait for completion, then verify the conversation was updated. +/// +public sealed class OpenAIHttpApiIntegrationTests : IAsyncDisposable +{ + private WebApplication? _app; + private HttpClient? _httpClient; + + [Fact] + public async Task CreateConversationAndResponse_NonStreaming_NonBackground_UpdatesConversationWithOutputAsync() + { + // Arrange + const string AgentName = "test-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "The capital of France is Paris."; + const string UserMessage = "What is the capital of France?"; + + HttpClient client = await this.CreateTestServerWithInMemoryStorageAsync(AgentName, Instructions, ExpectedResponse); + + // Act - Create conversation + var createConversationRequest = new { metadata = new { agent_id = AgentName } }; + string createConvJson = JsonSerializer.Serialize(createConversationRequest); + HttpResponseMessage createConvResponse = await this.SendPostRequestAsync(client, "/v1/conversations", createConvJson); + using var createConvDoc = await this.ParseResponseAsync(createConvResponse); + string conversationId = createConvDoc.RootElement.GetProperty("id").GetString()!; + + // Act - Create response (non-streaming, non-background) + var createResponseRequest = new + { + model = AgentName, + conversation = conversationId, + input = UserMessage, + stream = false + }; + string createRespJson = JsonSerializer.Serialize(createResponseRequest); + HttpResponseMessage createRespResponse = await this.SendPostRequestAsync(client, $"/{AgentName}/v1/responses", createRespJson); + using var createRespDoc = await this.ParseResponseAsync(createRespResponse); + var response = createRespDoc.RootElement; + + // Assert - Response completed + Assert.Equal("completed", response.GetProperty("status").GetString()); + string responseId = response.GetProperty("id").GetString()!; + Assert.NotNull(responseId); + Assert.StartsWith("resp_", responseId); + + // Assert - Response has output + Assert.True(response.TryGetProperty("output", out var output)); + Assert.True(output.GetArrayLength() > 0); + var outputItem = output[0]; + var content = outputItem.GetProperty("content"); + Assert.True(content.GetArrayLength() > 0); + var textContent = content[0]; + Assert.Equal("output_text", textContent.GetProperty("type").GetString()); + Assert.Equal(ExpectedResponse, textContent.GetProperty("text").GetString()); + + // Act - List conversation items to verify they were updated + HttpResponseMessage listItemsResponse = await this.SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items"); + using var listItemsDoc = await this.ParseResponseAsync(listItemsResponse); + var itemsList = listItemsDoc.RootElement; + + // Assert - Conversation items were added + Assert.Equal("list", itemsList.GetProperty("object").GetString()); + var items = itemsList.GetProperty("data"); + + Assert.True(items.GetArrayLength() > 0, "Conversation should have items after response completion"); + + // Find the assistant message in the items + bool foundAssistantMessage = items.EnumerateArray() + .Where(item => item.GetProperty("type").GetString() == "message" && + item.GetProperty("role").GetString() == "assistant") + .Any(item => + { + JsonElement itemContent = item.GetProperty("content"); + if (itemContent.GetArrayLength() > 0) + { + JsonElement firstContent = itemContent[0]; + return firstContent.GetProperty("type").GetString() == "output_text" && + firstContent.GetProperty("text").GetString() == ExpectedResponse; + } + return false; + }); + + Assert.True(foundAssistantMessage, "Conversation should contain the assistant's response message"); + } + + [Fact] + public async Task CreateConversationAndResponse_Streaming_NonBackground_UpdatesConversationWithOutputAsync() + { + // Arrange + const string AgentName = "streaming-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Hello there! How can I help you today?"; + const string UserMessage = "Hello"; + + HttpClient client = await this.CreateTestServerWithInMemoryStorageAsync(AgentName, Instructions, ExpectedResponse); + + // Act - Create conversation + var createConversationRequest = new { metadata = new { agent_id = AgentName } }; + string createConvJson = JsonSerializer.Serialize(createConversationRequest); + HttpResponseMessage createConvResponse = await this.SendPostRequestAsync(client, "/v1/conversations", createConvJson); + using var createConvDoc = await this.ParseResponseAsync(createConvResponse); + string conversationId = createConvDoc.RootElement.GetProperty("id").GetString()!; + + // Act - Create response (streaming, non-background) + var createResponseRequest = new + { + model = AgentName, + conversation = conversationId, + input = UserMessage, + stream = true + }; + string createRespJson = JsonSerializer.Serialize(createResponseRequest); + HttpResponseMessage createRespResponse = await this.SendPostRequestAsync(client, $"/{AgentName}/v1/responses", createRespJson); + + // Assert - Response is SSE format + Assert.Equal("text/event-stream", createRespResponse.Content.Headers.ContentType?.MediaType); + + // Parse SSE events + string sseContent = await createRespResponse.Content.ReadAsStringAsync(); + var events = this.ParseSseEvents(sseContent); + + // Assert - Has expected event types + var eventTypes = events.Select(e => e.GetProperty("type").GetString()).ToList(); + Assert.Contains("response.created", eventTypes); + Assert.Contains("response.completed", eventTypes); + + // Collect the full response text from deltas + var deltaEvents = events.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); + string streamedText = string.Concat(deltaEvents.Select(e => e.GetProperty("delta").GetString())); + Assert.Equal(ExpectedResponse, streamedText); + + // Act - List conversation items to verify messages were added + HttpResponseMessage listItemsResponse = await this.SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items"); + using var listItemsDoc = await this.ParseResponseAsync(listItemsResponse); + var itemsList = listItemsDoc.RootElement; + + // Assert - Conversation items were added + var items = itemsList.GetProperty("data"); + Assert.True(items.GetArrayLength() > 0, "Conversation should have items after streaming response completion"); + + // Find the assistant message in the items + bool foundAssistantMessage = items.EnumerateArray() + .Where(item => item.GetProperty("type").GetString() == "message" && + item.GetProperty("role").GetString() == "assistant") + .Any(item => + { + JsonElement itemContent = item.GetProperty("content"); + if (itemContent.GetArrayLength() > 0) + { + JsonElement firstContent = itemContent[0]; + return firstContent.GetProperty("type").GetString() == "output_text" && + firstContent.GetProperty("text").GetString() == ExpectedResponse; + } + return false; + }); + + Assert.True(foundAssistantMessage, "Conversation should contain the assistant's response message"); + } + + [Fact] + public async Task CreateConversationAndResponse_NonStreaming_Background_UpdatesConversationWhenCompleteAsync() + { + // Arrange + const string AgentName = "background-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Processing in background..."; + const string UserMessage = "Can you process this?"; + + HttpClient client = await this.CreateTestServerWithInMemoryStorageAsync(AgentName, Instructions, ExpectedResponse); + + // Act - Create conversation + var createConversationRequest = new { metadata = new { agent_id = AgentName } }; + string createConvJson = JsonSerializer.Serialize(createConversationRequest); + HttpResponseMessage createConvResponse = await this.SendPostRequestAsync(client, "/v1/conversations", createConvJson); + using var createConvDoc = await this.ParseResponseAsync(createConvResponse); + string conversationId = createConvDoc.RootElement.GetProperty("id").GetString()!; + + // Act - Create response (non-streaming, background) + var createResponseRequest = new + { + model = AgentName, + conversation = conversationId, + input = UserMessage, + stream = false, + background = true + }; + string createRespJson = JsonSerializer.Serialize(createResponseRequest); + HttpResponseMessage createRespResponse = await this.SendPostRequestAsync(client, $"/{AgentName}/v1/responses", createRespJson); + using var createRespDoc = await this.ParseResponseAsync(createRespResponse); + var response = createRespDoc.RootElement; + + // Assert - Response is in progress or queued + string status = response.GetProperty("status").GetString()!; + Assert.True(status == "in_progress" || status == "queued" || status == "completed", $"Expected 'in_progress', 'queued', or 'completed', got '{status}'"); + string responseId = response.GetProperty("id").GetString()!; + + // Wait for completion by polling + const int MaxAttempts = 20; + int attempt = 0; + string finalStatus = status; + string? errorMessage = null; + while (finalStatus != "completed" && finalStatus != "failed" && attempt < MaxAttempts) + { + await Task.Delay(100); + HttpResponseMessage getResponseResponse = await this.SendGetRequestAsync(client, $"/{AgentName}/v1/responses/{responseId}"); + using var getRespDoc = await this.ParseResponseAsync(getResponseResponse); + finalStatus = getRespDoc.RootElement.GetProperty("status").GetString()!; + if (getRespDoc.RootElement.TryGetProperty("error", out var error) && + error.ValueKind == JsonValueKind.Object && + error.TryGetProperty("message", out var messageElement)) + { + errorMessage = messageElement.GetString(); + } + + attempt++; + } + + // Assert - Response eventually completed + Assert.Equal("completed", finalStatus + (errorMessage != null ? $" Error: {errorMessage}" : "")); + + // Act - List conversation items to verify messages were added + HttpResponseMessage listItemsResponse = await this.SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items"); + using var listItemsDoc = await this.ParseResponseAsync(listItemsResponse); + var itemsList = listItemsDoc.RootElement; + + // Assert - Conversation items were added + var items = itemsList.GetProperty("data"); + Assert.True(items.GetArrayLength() > 0, "Conversation should have items after background response completion"); + + // Find the assistant message in the items + bool foundAssistantMessage = items.EnumerateArray() + .Where(item => item.GetProperty("type").GetString() == "message" && + item.GetProperty("role").GetString() == "assistant") + .Any(item => + { + JsonElement itemContent = item.GetProperty("content"); + if (itemContent.GetArrayLength() > 0) + { + JsonElement firstContent = itemContent[0]; + return firstContent.GetProperty("type").GetString() == "output_text" && + firstContent.GetProperty("text").GetString() == ExpectedResponse; + } + return false; + }); + + Assert.True(foundAssistantMessage, "Conversation should contain the assistant's response message"); + } + + [Fact] + public async Task CreateConversationAndResponse_Streaming_Background_UpdatesConversationWhenCompleteAsync() + { + // Arrange + const string AgentName = "streaming-background-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Streaming background response"; + const string UserMessage = "Process this with streaming"; + + HttpClient client = await this.CreateTestServerWithInMemoryStorageAsync(AgentName, Instructions, ExpectedResponse); + + // Act - Create conversation + var createConversationRequest = new { metadata = new { agent_id = AgentName } }; + string createConvJson = JsonSerializer.Serialize(createConversationRequest); + HttpResponseMessage createConvResponse = await this.SendPostRequestAsync(client, "/v1/conversations", createConvJson); + using var createConvDoc = await this.ParseResponseAsync(createConvResponse); + string conversationId = createConvDoc.RootElement.GetProperty("id").GetString()!; + + // Act - Create response (streaming, background) + var createResponseRequest = new + { + model = AgentName, + conversation = conversationId, + input = UserMessage, + stream = true, + background = false // Note: streaming with background=true is typically streaming + }; + string createRespJson = JsonSerializer.Serialize(createResponseRequest); + HttpResponseMessage createRespResponse = await this.SendPostRequestAsync(client, $"/{AgentName}/v1/responses", createRespJson); + + // Assert - Response is SSE format + Assert.Equal("text/event-stream", createRespResponse.Content.Headers.ContentType?.MediaType); + + // Parse SSE events + string sseContent = await createRespResponse.Content.ReadAsStringAsync(); + var events = this.ParseSseEvents(sseContent); + var eventTypes = events.Select(e => e.GetProperty("type").GetString()).ToList(); + Assert.Contains("response.created", eventTypes); + Assert.Contains("response.completed", eventTypes); + + // Act - List conversation items to verify messages were added + HttpResponseMessage listItemsResponse = await this.SendGetRequestAsync(client, $"/v1/conversations/{conversationId}/items"); + using var listItemsDoc = await this.ParseResponseAsync(listItemsResponse); + var itemsList = listItemsDoc.RootElement; + + // Assert - Conversation items were added + var items = itemsList.GetProperty("data"); + Assert.True(items.GetArrayLength() > 0, "Conversation should have items after streaming response completion"); + + // Find the assistant message in the items + bool foundAssistantMessage = items.EnumerateArray() + .Where(item => item.GetProperty("type").GetString() == "message" && + item.GetProperty("role").GetString() == "assistant") + .Any(item => + { + JsonElement itemContent = item.GetProperty("content"); + if (itemContent.GetArrayLength() > 0) + { + JsonElement firstContent = itemContent[0]; + return firstContent.GetProperty("type").GetString() == "output_text"; + } + return false; + }); + + Assert.True(foundAssistantMessage, "Conversation should contain the assistant's response message"); + } + + /// + /// Creates a test server with in-memory conversation, response, and agent index storage. + /// + private async Task CreateTestServerWithInMemoryStorageAsync(string agentName, string instructions, string responseText) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + // Create mock chat client + IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(responseText); + builder.Services.AddKeyedSingleton("chat-client", mockChatClient); + + // Add agent + builder.AddAIAgent(agentName, instructions, chatClientServiceKey: "chat-client"); + + // Add in-memory storage for conversations, responses, and agent index + builder.AddOpenAIConversations(); + builder.AddOpenAIResponses(); + + this._app = builder.Build(); + + // Map endpoints + AIAgent agent = this._app.Services.GetRequiredKeyedService(agentName); + this._app.MapOpenAIConversations(); + this._app.MapOpenAIResponses(agent); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + this._httpClient = testServer.CreateClient(); + return this._httpClient; + } + + /// + /// Sends a POST request with JSON content to the test server. + /// + private async Task SendPostRequestAsync(HttpClient client, string path, string requestJson) + { + using StringContent content = new(requestJson, Encoding.UTF8, "application/json"); + return await client.PostAsync(new Uri(path, UriKind.Relative), content); + } + + /// + /// Sends a GET request to the test server. + /// + private async Task SendGetRequestAsync(HttpClient client, string path) + { + return await client.GetAsync(new Uri(path, UriKind.Relative)); + } + + /// + /// Parses the response JSON and returns a JsonDocument. + /// + private async Task ParseResponseAsync(HttpResponseMessage response) + { + string responseJson = await response.Content.ReadAsStringAsync(); + return JsonDocument.Parse(responseJson); + } + + /// + /// Parses SSE events from streaming response content string. + /// + private JsonElement[] ParseSseEvents(string sseContent) + { + var events = new System.Collections.Generic.List(); + var lines = sseContent.Split('\n'); + + for (int i = 0; i < lines.Length; i++) + { + var line = lines[i].TrimEnd('\r'); + + if (line.StartsWith("event: ", StringComparison.Ordinal) && i + 1 < lines.Length) + { + var dataLine = lines[i + 1].TrimEnd('\r'); + if (dataLine.StartsWith("data: ", StringComparison.Ordinal)) + { + var jsonData = dataLine.Substring("data: ".Length); + if (!string.IsNullOrWhiteSpace(jsonData)) + { + var doc = JsonDocument.Parse(jsonData); + events.Add(doc.RootElement.Clone()); + } + } + } + } + + return events.ToArray(); + } + + public async ValueTask DisposeAsync() + { + this._httpClient?.Dispose(); + if (this._app != null) + { + await this._app.DisposeAsync(); + } + + GC.SuppressFinalize(this); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesAgentResolutionIntegrationTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesAgentResolutionIntegrationTests.cs new file mode 100644 index 00000000000..c8ce5b770e9 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesAgentResolutionIntegrationTests.cs @@ -0,0 +1,439 @@ +// Copyright (c) Microsoft. All rights reserved. + +using System; +using System.Net.Http; +using System.Text; +using System.Text.Json; +using System.Threading.Tasks; +using Microsoft.AspNetCore.Builder; +using Microsoft.AspNetCore.Hosting.Server; +using Microsoft.AspNetCore.TestHost; +using Microsoft.Extensions.AI; +using Microsoft.Extensions.DependencyInjection; +using Microsoft.Extensions.Hosting; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Integration tests for the MapOpenAIResponses variant that resolves agents from the Agent.Name property. +/// These tests validate the agent resolution mechanism using the HostedAgentResponseExecutor. +/// +public sealed class OpenAIResponsesAgentResolutionIntegrationTests : IAsyncDisposable +{ + private WebApplication? _app; + private HttpClient? _httpClient; + + public async ValueTask DisposeAsync() + { + this._httpClient?.Dispose(); + if (this._app != null) + { + await this._app.DisposeAsync(); + } + } + + /// + /// Verifies that agent resolution works using the agent.name property in streaming mode. + /// + [Fact] + public async Task CreateResponseStreaming_WithAgentNameProperty_ResolvesCorrectAgentAsync() + { + // Arrange + const string AgentName = "test-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Hello from agent resolution!"; + + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + (AgentName, Instructions, ExpectedResponse)); + + // Act - Use raw HTTP request with agent.name specified + using StringContent requestContent = new(JsonSerializer.Serialize(new + { + agent = new { name = AgentName }, + stream = true, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent); + + // Assert + Assert.True(httpResponse.IsSuccessStatusCode, $"Request failed with status {httpResponse.StatusCode}"); + + string responseText = await httpResponse.Content.ReadAsStringAsync(); + Assert.Contains(ExpectedResponse, responseText); + Assert.Contains("response.created", responseText); + Assert.Contains("response.completed", responseText); + } + + /// + /// Verifies that agent resolution works using the agent.name property in non-streaming mode. + /// + [Fact] + public async Task CreateResponse_WithAgentNameProperty_ResolvesCorrectAgentAsync() + { + // Arrange + const string AgentName = "test-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Hello from agent resolution!"; + + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + (AgentName, Instructions, ExpectedResponse)); + + // Act - Use raw HTTP request with agent.name specified + using StringContent requestContent = new(JsonSerializer.Serialize(new + { + agent = new { name = AgentName }, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent); + + // Assert + Assert.True(httpResponse.IsSuccessStatusCode, $"Request failed with status {httpResponse.StatusCode}"); + + string responseJson = await httpResponse.Content.ReadAsStringAsync(); + using JsonDocument doc = JsonDocument.Parse(responseJson); + JsonElement root = doc.RootElement; + + Assert.Equal("completed", root.GetProperty("status").GetString()); + JsonElement outputArray = root.GetProperty("output"); + Assert.True(outputArray.GetArrayLength() > 0); + + JsonElement firstOutput = outputArray[0]; + JsonElement contentArray = firstOutput.GetProperty("content"); + JsonElement firstContent = contentArray[0]; + string actualResponse = firstContent.GetProperty("text").GetString() ?? string.Empty; + + Assert.Equal(ExpectedResponse, actualResponse); + } + + /// + /// Verifies that agent resolution can distinguish between multiple agents. + /// + [Fact] + public async Task CreateResponse_WithMultipleAgents_ResolvesCorrectAgentAsync() + { + // Arrange + const string Agent1Name = "agent-1"; + const string Agent1Response = "Response from agent 1"; + const string Agent2Name = "agent-2"; + const string Agent2Response = "Response from agent 2"; + + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + (Agent1Name, "Agent 1 instructions", Agent1Response), + (Agent2Name, "Agent 2 instructions", Agent2Response)); + + // Act - Create response for agent 1 + using StringContent requestContent1 = new(JsonSerializer.Serialize(new + { + agent = new { name = Agent1Name }, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse1 = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent1); + + // Act - Create response for agent 2 + using StringContent requestContent2 = new(JsonSerializer.Serialize(new + { + agent = new { name = Agent2Name }, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse2 = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent2); + + // Assert + string responseJson1 = await httpResponse1.Content.ReadAsStringAsync(); + string responseJson2 = await httpResponse2.Content.ReadAsStringAsync(); + + using JsonDocument doc1 = JsonDocument.Parse(responseJson1); + using JsonDocument doc2 = JsonDocument.Parse(responseJson2); + + string content1 = doc1.RootElement.GetProperty("output")[0].GetProperty("content")[0].GetProperty("text").GetString() ?? string.Empty; + string content2 = doc2.RootElement.GetProperty("output")[0].GetProperty("content")[0].GetProperty("text").GetString() ?? string.Empty; + + Assert.Equal(Agent1Response, content1); + Assert.Equal(Agent2Response, content2); + } + + /// + /// Verifies that agent resolution using the model property works correctly. + /// + [Fact] + public async Task CreateResponse_WithModelProperty_ResolvesCorrectAgentAsync() + { + // Arrange + const string AgentName = "model-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Response via model property"; + + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + (AgentName, Instructions, ExpectedResponse)); + + // Act - Use raw HTTP request to control the model property + using StringContent requestContent = new(JsonSerializer.Serialize(new + { + model = AgentName, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent); + + // Assert + Assert.True(httpResponse.IsSuccessStatusCode, $"Request failed with status {httpResponse.StatusCode}"); + + string responseJson = await httpResponse.Content.ReadAsStringAsync(); + using JsonDocument doc = JsonDocument.Parse(responseJson); + JsonElement root = doc.RootElement; + + Assert.Equal("completed", root.GetProperty("status").GetString()); + JsonElement outputArray = root.GetProperty("output"); + Assert.True(outputArray.GetArrayLength() > 0); + + JsonElement firstOutput = outputArray[0]; + JsonElement contentArray = firstOutput.GetProperty("content"); + JsonElement firstContent = contentArray[0]; + string actualResponse = firstContent.GetProperty("text").GetString() ?? string.Empty; + + Assert.Equal(ExpectedResponse, actualResponse); + } + + /// + /// Verifies that agent resolution fails gracefully when agent is not found. + /// + [Fact] + public async Task CreateResponse_WithNonExistentAgent_ReturnsNotFoundAsync() + { + // Arrange + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + ("existing-agent", "Instructions", "Response")); + + // Act + using StringContent requestContent = new(JsonSerializer.Serialize(new + { + agent = new { name = "non-existent-agent" }, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent); + + // Assert + Assert.Equal(System.Net.HttpStatusCode.NotFound, httpResponse.StatusCode); + + string responseJson = await httpResponse.Content.ReadAsStringAsync(); + Assert.Contains("non-existent-agent", responseJson); + Assert.Contains("not found", responseJson, StringComparison.OrdinalIgnoreCase); + } + + /// + /// Verifies that agent resolution fails gracefully when no agent name is provided. + /// + [Fact] + public async Task CreateResponse_WithoutAgentOrModel_ReturnsBadRequestAsync() + { + // Arrange + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + ("test-agent", "Instructions", "Response")); + + // Act - Use raw HTTP request without agent.name or model + using StringContent requestContent = new(JsonSerializer.Serialize(new + { + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent); + + // Assert + Assert.Equal(System.Net.HttpStatusCode.BadRequest, httpResponse.StatusCode); + + string responseJson = await httpResponse.Content.ReadAsStringAsync(); + Assert.Contains("agent.name", responseJson, StringComparison.OrdinalIgnoreCase); + Assert.Contains("model", responseJson, StringComparison.OrdinalIgnoreCase); + } + + /// + /// Verifies that agent resolution prioritizes agent.name over model when both are provided. + /// + [Fact] + public async Task CreateResponse_WithBothAgentAndModel_UsesAgentNameAsync() + { + // Arrange + const string Agent1Name = "agent-1"; + const string Agent1Response = "Response from agent 1"; + const string Agent2Name = "agent-2"; + const string Agent2Response = "Response from agent 2"; + + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + (Agent1Name, "Agent 1 instructions", Agent1Response), + (Agent2Name, "Agent 2 instructions", Agent2Response)); + + // Act - Use raw HTTP request with both agent.name and model + using StringContent requestContent = new(JsonSerializer.Serialize(new + { + agent = new { name = Agent1Name }, + model = Agent2Name, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent); + + // Assert + Assert.True(httpResponse.IsSuccessStatusCode); + + string responseJson = await httpResponse.Content.ReadAsStringAsync(); + using JsonDocument doc = JsonDocument.Parse(responseJson); + JsonElement root = doc.RootElement; + + JsonElement outputArray = root.GetProperty("output"); + JsonElement firstOutput = outputArray[0]; + JsonElement contentArray = firstOutput.GetProperty("content"); + JsonElement firstContent = contentArray[0]; + string actualResponse = firstContent.GetProperty("text").GetString() ?? string.Empty; + + // Should use agent.name (Agent1Name) and return Agent1Response + Assert.Equal(Agent1Response, actualResponse); + } + + /// + /// Verifies that streaming and non-streaming work correctly with agent resolution. + /// + [Fact] + public async Task CreateResponse_AgentResolution_StreamingAndNonStreamingBothWorkAsync() + { + // Arrange + const string AgentName = "dual-mode-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "This is the response"; + + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + (AgentName, Instructions, ExpectedResponse)); + + // Act - Non-streaming + using StringContent nonStreamingRequest = new(JsonSerializer.Serialize(new + { + agent = new { name = AgentName }, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage nonStreamingHttpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), nonStreamingRequest); + + // Act - Streaming + using StringContent streamingRequest = new(JsonSerializer.Serialize(new + { + agent = new { name = AgentName }, + stream = true, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage streamingHttpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), streamingRequest); + + // Assert non-streaming + string nonStreamingJson = await nonStreamingHttpResponse.Content.ReadAsStringAsync(); + using JsonDocument nonStreamingDoc = JsonDocument.Parse(nonStreamingJson); + string nonStreamingContent = nonStreamingDoc.RootElement.GetProperty("output")[0].GetProperty("content")[0].GetProperty("text").GetString() ?? string.Empty; + + // Assert streaming + string streamingText = await streamingHttpResponse.Content.ReadAsStringAsync(); + + Assert.Equal(ExpectedResponse, nonStreamingContent); + Assert.Contains(ExpectedResponse, streamingText); + } + + /// + /// Verifies that the agent.name field is populated in the response. + /// + [Fact] + public async Task CreateResponse_WithAgentName_ResponseIncludesAgentFieldAsync() + { + // Arrange + const string AgentName = "test-agent"; + const string Instructions = "You are a helpful assistant."; + const string ExpectedResponse = "Hello"; + + this._httpClient = await this.CreateTestServerWithAgentResolutionAsync( + (AgentName, Instructions, ExpectedResponse)); + + // Act + using StringContent requestContent = new(JsonSerializer.Serialize(new + { + agent = new { name = AgentName }, + input = new[] + { + new { type = "message", role = "user", content = "Test message" } + } + }), Encoding.UTF8, "application/json"); + + using HttpResponseMessage httpResponse = await this._httpClient!.PostAsync(new Uri("/v1/responses", UriKind.Relative), requestContent); + + // Assert + Assert.True(httpResponse.IsSuccessStatusCode); + + string responseJson = await httpResponse.Content.ReadAsStringAsync(); + using JsonDocument doc = JsonDocument.Parse(responseJson); + JsonElement root = doc.RootElement; + + // Verify the response includes the agent field + if (root.TryGetProperty("agent", out JsonElement agentElement)) + { + string? agentNameInResponse = agentElement.GetProperty("name").GetString(); + Assert.Equal(AgentName, agentNameInResponse); + } + } + + private async Task CreateTestServerWithAgentResolutionAsync( + params (string Name, string Instructions, string ResponseText)[] agents) + { + WebApplicationBuilder builder = WebApplication.CreateBuilder(); + builder.WebHost.UseTestServer(); + + foreach ((string name, string instructions, string responseText) in agents) + { + IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(responseText); + builder.Services.AddKeyedSingleton($"chat-client-{name}", mockChatClient); + builder.AddAIAgent(name, instructions, chatClientServiceKey: $"chat-client-{name}"); + } + + builder.AddOpenAIResponses(); + + this._app = builder.Build(); + + // Use the agent resolution variant - MapOpenAIResponses() without agent parameter + this._app.MapOpenAIResponses(); + + await this._app.StartAsync(); + + TestServer testServer = this._app.Services.GetRequiredService() as TestServer + ?? throw new InvalidOperationException("TestServer not found"); + + return testServer.CreateClient(); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesConformanceTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesConformanceTests.cs index de05ea666d1..cee707fa28b 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesConformanceTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesConformanceTests.cs @@ -14,7 +14,6 @@ namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; /// Conformance tests for OpenAI Responses API implementation behavior. /// Tests use real API traces to ensure our implementation produces responses /// that match OpenAI's wire format when processing actual requests through the server. -/// For pure serialization/deserialization tests, see OpenAIResponsesSerializationTests. /// public sealed class OpenAIResponsesConformanceTests : ConformanceTestBase { @@ -22,8 +21,8 @@ public sealed class OpenAIResponsesConformanceTests : ConformanceTestBase public async Task BasicRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("basic/request.json"); - using var expectedResponseDoc = LoadTraceDocument("basic/response.json"); + string requestJson = LoadResponsesTraceFile("basic/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("basic/response.json"); var expectedResponse = expectedResponseDoc.RootElement; // Get the expected response text from the trace to use as mock response @@ -34,22 +33,10 @@ public async Task BasicRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("basic-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "basic-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "basic-agent", requestJson); using var responseDoc = await ParseResponseAsync(httpResponse); var response = responseDoc.RootElement; - // Parse the request to verify it was sent correctly - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Verify request was properly formatted (structure check) - AssertJsonPropertyEquals(request, "model", "gpt-4o-mini"); - AssertJsonPropertyExists(request, "input"); - AssertJsonPropertyEquals(request, "max_output_tokens", 100); - var input = request.GetProperty("input"); - Assert.Equal(JsonValueKind.String, input.ValueKind); - Assert.Equal("Hello, how are you?", input.GetString()); - // Assert - Response metadata (IDs and timestamps are dynamic, just verify structure) AssertJsonPropertyExists(response, "id"); AssertJsonPropertyEquals(response, "object", "response"); @@ -147,11 +134,6 @@ public async Task BasicRequestResponseAsync() Assert.Equal(JsonValueKind.Null, response.GetProperty("previous_response_id").ValueKind); // Assert - Service tier and store - AssertJsonPropertyExists(response, "service_tier"); - var serviceTier = response.GetProperty("service_tier").GetString(); - Assert.NotNull(serviceTier); - Assert.True(serviceTier == "default" || serviceTier == "auto", - $"service_tier should be 'default' or 'auto', got '{serviceTier}'"); AssertJsonPropertyExists(response, "store"); Assert.Equal(JsonValueKind.True, response.GetProperty("store").ValueKind); } @@ -160,8 +142,8 @@ public async Task BasicRequestResponseAsync() public async Task ConversationRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("conversation/request.json"); - using var expectedResponseDoc = LoadTraceDocument("conversation/response.json"); + string requestJson = LoadResponsesTraceFile("conversation/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("conversation/response.json"); var expectedResponse = expectedResponseDoc.RootElement; // Get the expected response text @@ -169,43 +151,36 @@ public async Task ConversationRequestResponseAsync() .GetProperty("content")[0] .GetProperty("text").GetString()!; - HttpClient client = await this.CreateTestServerAsync("conversation-agent", "You are a helpful assistant.", expectedText); - - // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "conversation-agent", requestJson); - using var responseDoc = await ParseResponseAsync(httpResponse); - var response = responseDoc.RootElement; - - // Parse the request + // Parse the request to verify it has previous_response_id using var requestDoc = JsonDocument.Parse(requestJson); var request = requestDoc.RootElement; - - // Assert - Request has previous_response_id (structure verification) - AssertJsonPropertyExists(request, "previous_response_id"); var previousResponseId = request.GetProperty("previous_response_id").GetString(); Assert.NotNull(previousResponseId); - Assert.StartsWith("resp_", previousResponseId); Assert.NotEmpty(previousResponseId); - // Assert - Request structure - AssertJsonPropertyEquals(request, "model", "gpt-4o-mini"); - AssertJsonPropertyExists(request, "input"); - AssertJsonPropertyExists(request, "previous_response_id"); - AssertJsonPropertyExists(request, "max_output_tokens"); - var input = request.GetProperty("input"); - Assert.Equal(JsonValueKind.String, input.ValueKind); + // Use stateful mock that tracks conversation state by returning different responses + // First call (initial message) vs second call (conversation continuation) + HttpClient client = await this.CreateTestServerAsync("conversation-agent", "You are a helpful assistant.", expectedText); + + // Act + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "conversation-agent", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; // Assert - Response should have previous_response_id field preserved from request AssertJsonPropertyExists(response, "previous_response_id"); var responsePreviousId = response.GetProperty("previous_response_id").GetString(); Assert.Equal(previousResponseId, responsePreviousId); - // Assert - Response has unique ID + // Assert - Response has unique ID (must be different from previous_response_id) var currentId = response.GetProperty("id").GetString(); Assert.NotNull(currentId); Assert.StartsWith("resp_", currentId); + Assert.NotEqual(previousResponseId, currentId); // Assert - Usage includes context from previous response + // The system should pass accumulated conversation history to the chat client, + // resulting in higher input token counts than a single-message request AssertJsonPropertyExists(response, "usage"); var usage = response.GetProperty("usage"); var inputTokens = usage.GetProperty("input_tokens").GetInt32(); @@ -270,8 +245,8 @@ public async Task ConversationRequestResponseAsync() public async Task ToolCallRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("tool_call/request.json"); - using var expectedResponseDoc = LoadTraceDocument("tool_call/response.json"); + string requestJson = LoadResponsesTraceFile("tool_call/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("tool_call/response.json"); var expectedResponse = expectedResponseDoc.RootElement; // Get function call details from expected response @@ -279,112 +254,62 @@ public async Task ToolCallRequestResponseAsync() string functionName = functionCall.GetProperty("name").GetString()!; string arguments = functionCall.GetProperty("arguments").GetString()!; - HttpClient client = await this.CreateTestServerAsync("tool-agent", "You are a helpful assistant.", functionName); + // Use tool call mock that returns FunctionCallContent from the chat client + // This simulates the chat client (e.g., OpenAI) deciding to call a function + // The test validates that our system correctly processes and serializes + // the function call into the OpenAI Responses API format + HttpClient client = await this.CreateTestServerWithToolCallAsync("tool-agent", "You are a helpful assistant.", functionName, arguments); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "tool-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "tool-agent", requestJson); using var responseDoc = await ParseResponseAsync(httpResponse); var response = responseDoc.RootElement; - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has tools array - AssertJsonPropertyExists(request, "tools"); - var requestTools = request.GetProperty("tools"); - Assert.Equal(JsonValueKind.Array, requestTools.ValueKind); - Assert.True(requestTools.GetArrayLength() > 0, "Tools array should not be empty"); - - // Assert - Tool has correct structure - var requestTool = requestTools[0]; - AssertJsonPropertyEquals(requestTool, "type", "function"); - AssertJsonPropertyExists(requestTool, "name"); - AssertJsonPropertyExists(requestTool, "description"); - AssertJsonPropertyExists(requestTool, "parameters"); - var requestToolName = requestTool.GetProperty("name").GetString(); - Assert.Equal("get_weather", requestToolName); - - // Assert - Parameters have JSON Schema - var requestParameters = requestTool.GetProperty("parameters"); - AssertJsonPropertyEquals(requestParameters, "type", "object"); - AssertJsonPropertyExists(requestParameters, "properties"); - AssertJsonPropertyExists(requestParameters, "required"); - var requestProperties = requestParameters.GetProperty("properties"); - Assert.Equal(JsonValueKind.Object, requestProperties.ValueKind); - AssertJsonPropertyExists(requestProperties, "location"); - AssertJsonPropertyExists(requestProperties, "unit"); - - // Assert - Property has type and description - var locationProperty = requestProperties.GetProperty("location"); - AssertJsonPropertyEquals(locationProperty, "type", "string"); - AssertJsonPropertyExists(locationProperty, "description"); - var description = locationProperty.GetProperty("description").GetString(); - Assert.NotNull(description); - Assert.NotEmpty(description); - - // Assert - Required fields is array - var requestRequired = requestParameters.GetProperty("required"); - Assert.Equal(JsonValueKind.Array, requestRequired.ValueKind); - var requestRequiredFields = requestRequired.EnumerateArray().Select(e => e.GetString()).ToList(); - Assert.Contains("location", requestRequiredFields); - - // Assert - Request has tool choice - AssertJsonPropertyExists(request, "tool_choice"); - var toolChoice = request.GetProperty("tool_choice").GetString(); - Assert.Equal("auto", toolChoice); - - // Assert - Response has function call output (or text output depending on implementation) + // Assert - Response has function call output AssertJsonPropertyExists(response, "output"); var output = response.GetProperty("output"); Assert.Equal(JsonValueKind.Array, output.ValueKind); Assert.True(output.GetArrayLength() > 0); var responseItem = output[0]; - // Our implementation may return either function_call or message type + // Assert - Response item type is function_call (system properly converted FunctionCallContent) var itemType = responseItem.GetProperty("type").GetString(); - if (itemType == "function_call") - { - AssertJsonPropertyEquals(responseItem, "type", "function_call"); - - // Assert - Function call has name - AssertJsonPropertyExists(responseItem, "name"); - var funcName = responseItem.GetProperty("name").GetString(); - Assert.Equal("get_weather", funcName); - - // Assert - Function call has arguments - AssertJsonPropertyExists(responseItem, "arguments"); - var argsString = responseItem.GetProperty("arguments").GetString(); - Assert.NotNull(argsString); - Assert.NotEmpty(argsString); - var argsDoc = JsonDocument.Parse(argsString); - var argsRoot = argsDoc.RootElement; - AssertJsonPropertyExists(argsRoot, "location"); - var location = argsRoot.GetProperty("location").GetString(); - Assert.Contains("San Francisco", location); - } - - if (itemType == "function_call") - { - // Assert - Function call has call_id and id - AssertJsonPropertyExists(responseItem, "call_id"); - var callId = responseItem.GetProperty("call_id").GetString(); - Assert.NotNull(callId); - Assert.NotEmpty(callId); - Assert.StartsWith("call_", callId); - AssertJsonPropertyExists(responseItem, "id"); - var itemId = responseItem.GetProperty("id").GetString(); - Assert.NotNull(itemId); - Assert.NotEmpty(itemId); - Assert.StartsWith("fc_", itemId); - - // Assert - Function call has status - AssertJsonPropertyExists(responseItem, "status"); - var itemStatus = responseItem.GetProperty("status").GetString(); - Assert.Equal("completed", itemStatus); - } - - // Assert - Response preserves tool definitions + AssertJsonPropertyEquals(responseItem, "type", "function_call"); + + // Assert - Function call has correct name (from chat client) + AssertJsonPropertyExists(responseItem, "name"); + var funcName = responseItem.GetProperty("name").GetString(); + Assert.Equal("get_weather", funcName); + + // Assert - Function call has arguments (properly serialized from chat client response) + AssertJsonPropertyExists(responseItem, "arguments"); + var argsString = responseItem.GetProperty("arguments").GetString(); + Assert.NotNull(argsString); + Assert.NotEmpty(argsString); + var argsDoc = JsonDocument.Parse(argsString); + var argsRoot = argsDoc.RootElement; + AssertJsonPropertyExists(argsRoot, "location"); + var location = argsRoot.GetProperty("location").GetString(); + Assert.Contains("San Francisco", location); + + // Assert - Function call has call_id and id (system generates these) + AssertJsonPropertyExists(responseItem, "call_id"); + var callId = responseItem.GetProperty("call_id").GetString(); + Assert.NotNull(callId); + Assert.NotEmpty(callId); + Assert.StartsWith("call_", callId); + AssertJsonPropertyExists(responseItem, "id"); + var itemId = responseItem.GetProperty("id").GetString(); + Assert.NotNull(itemId); + Assert.NotEmpty(itemId); + Assert.StartsWith("func_", itemId); + + // Assert - Function call has status + AssertJsonPropertyExists(responseItem, "status"); + var itemStatus = responseItem.GetProperty("status").GetString(); + Assert.Equal("completed", itemStatus); + + // Assert - Response preserves tool definitions from request var responseTools = response.GetProperty("tools"); Assert.Equal(JsonValueKind.Array, responseTools.ValueKind); Assert.True(responseTools.GetArrayLength() > 0); @@ -394,7 +319,7 @@ public async Task ToolCallRequestResponseAsync() AssertJsonPropertyExists(responseTool, "description"); AssertJsonPropertyExists(responseTool, "parameters"); - // Assert - Response has usage statistics + // Assert - Response has usage statistics (includes tool definition overhead) AssertJsonPropertyExists(response, "usage"); var usage = response.GetProperty("usage"); var inputTokens = usage.GetProperty("input_tokens").GetInt32(); @@ -429,8 +354,8 @@ public async Task ToolCallRequestResponseAsync() public async Task StreamingRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedResponseSse = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedResponseSse = LoadResponsesTraceFile("streaming/response.txt"); // Extract expected text from SSE events var expectedEvents = ParseSseEventsFromContent(expectedResponseSse); @@ -440,7 +365,7 @@ public async Task StreamingRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("streaming-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-agent", requestJson); // Assert - Response should be SSE format Assert.Equal("text/event-stream", httpResponse.Content.Headers.ContentType?.MediaType); @@ -448,13 +373,6 @@ public async Task StreamingRequestResponseAsync() string responseSse = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEventsFromContent(responseSse); - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has stream flag - AssertJsonPropertyEquals(request, "stream", true); - // Assert - Response is valid SSE format var lines = responseSse.Split('\n'); Assert.NotEmpty(lines); @@ -504,7 +422,7 @@ public async Task StreamingRequestResponseAsync() Assert.Equal("response.created", eventTypes[0]); Assert.Equal("response.in_progress", eventTypes[1]); var lastEvent = eventTypes[^1]; - Assert.True(lastEvent == "response.completed" || lastEvent == "response.incomplete", + Assert.True(lastEvent is "response.completed" or "response.incomplete", $"Last event should be terminal state, got: {lastEvent}"); // Assert - Created event has response object @@ -577,13 +495,13 @@ public async Task StreamingRequestResponseAsync() var finalEvent = events.FirstOrDefault(e => { var type = e.GetProperty("type").GetString(); - return type == "response.completed" || type == "response.incomplete"; + return type is "response.completed" or "response.incomplete"; }); Assert.False(finalEvent.Equals(default(JsonElement)), "Should have a terminal response event"); AssertJsonPropertyExists(finalEvent, "response"); var finalResponse = finalEvent.GetProperty("response"); var finalStatus = finalResponse.GetProperty("status").GetString(); - Assert.True(finalStatus == "completed" || finalStatus == "incomplete", + Assert.True(finalStatus is "completed" or "incomplete", $"Status should be completed or incomplete, got: {finalStatus}"); AssertJsonPropertyExists(finalResponse, "output"); var finalOutput = finalResponse.GetProperty("output"); @@ -634,8 +552,8 @@ public async Task StreamingRequestResponseAsync() public async Task MetadataRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("metadata/request.json"); - using var expectedResponseDoc = LoadTraceDocument("metadata/response.json"); + string requestJson = LoadResponsesTraceFile("metadata/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("metadata/response.json"); var expectedResponse = expectedResponseDoc.RootElement; // Get expected text (truncated due to max_output_tokens) @@ -646,43 +564,10 @@ public async Task MetadataRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("metadata-agent", "Respond in a friendly, educational tone.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "metadata-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "metadata-agent", requestJson); using var responseDoc = await ParseResponseAsync(httpResponse); var response = responseDoc.RootElement; - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has metadata object - AssertJsonPropertyExists(request, "metadata"); - var requestMetadata = request.GetProperty("metadata"); - Assert.Equal(JsonValueKind.Object, requestMetadata.ValueKind); - - // Assert - Request has custom metadata fields - AssertJsonPropertyEquals(requestMetadata, "user_id", "test_user_123"); - AssertJsonPropertyEquals(requestMetadata, "session_id", "session_456"); - AssertJsonPropertyEquals(requestMetadata, "purpose", "conformance_test"); - - // Assert - Request has instructions - AssertJsonPropertyExists(request, "instructions"); - var requestInstructions = request.GetProperty("instructions").GetString(); - Assert.NotNull(requestInstructions); - Assert.NotEmpty(requestInstructions); - Assert.Equal("Respond in a friendly, educational tone.", requestInstructions); - - // Assert - Request has temperature parameter - AssertJsonPropertyExists(request, "temperature"); - var requestTemperature = request.GetProperty("temperature").GetDouble(); - Assert.Equal(0.7, requestTemperature); - Assert.InRange(requestTemperature, 0.0, 2.0); - - // Assert - Request has top_p parameter - AssertJsonPropertyExists(request, "top_p"); - var requestTopP = request.GetProperty("top_p").GetDouble(); - Assert.Equal(0.9, requestTopP); - Assert.InRange(requestTopP, 0.0, 1.0); - // Assert - Response preserves metadata var responseMetadata = response.GetProperty("metadata"); AssertJsonPropertyEquals(responseMetadata, "user_id", "test_user_123"); @@ -690,22 +575,21 @@ public async Task MetadataRequestResponseAsync() AssertJsonPropertyEquals(responseMetadata, "purpose", "conformance_test"); // Assert - Response preserves instructions - var responseInstructions = response.GetProperty("instructions").GetString(); - Assert.Equal(requestInstructions, responseInstructions); + AssertJsonPropertyEquals(response, "instructions", "Respond in a friendly, educational tone."); // Assert - Response preserves temperature var responseTemperature = response.GetProperty("temperature").GetDouble(); - Assert.Equal(requestTemperature, responseTemperature); + Assert.Equal(0.7, responseTemperature); // Assert - Response preserves top_p var responseTopP = response.GetProperty("top_p").GetDouble(); - Assert.Equal(requestTopP, responseTopP); + Assert.Equal(0.9, responseTopP); // Assert - Response status (may be incomplete if max_output_tokens was respected) AssertJsonPropertyExists(response, "status"); var status = response.GetProperty("status").GetString(); // Our implementation may complete even with max_output_tokens if response fits - Assert.True(status == "completed" || status == "incomplete"); + Assert.True(status is "completed" or "incomplete"); // Assert - Response has incomplete_details field AssertJsonPropertyExists(response, "incomplete_details"); @@ -761,8 +645,8 @@ public async Task MetadataRequestResponseAsync() public async Task ReasoningRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("reasoning/request.json"); - using var expectedResponseDoc = LoadTraceDocument("reasoning/response.json"); + string requestJson = LoadResponsesTraceFile("reasoning/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("reasoning/response.json"); var expectedResponse = expectedResponseDoc.RootElement; // Get expected text from the message output @@ -770,25 +654,28 @@ public async Task ReasoningRequestResponseAsync() .GetProperty("content")[0] .GetProperty("text").GetString()!; - HttpClient client = await this.CreateTestServerAsync("reasoning-agent", "You are a helpful assistant.", expectedText); + // Get expected reasoning summary text (if any) + var reasoningSummary = expectedResponse.GetProperty("output")[0].GetProperty("summary"); + string reasoningText = reasoningSummary.GetArrayLength() > 0 + ? reasoningSummary[0].GetProperty("text").GetString()! + : "Thinking about the problem..."; + + // Create a custom content provider that returns reasoning content followed by regular text + HttpClient client = await this.CreateTestServerAsync( + "reasoning-agent", + "You are a helpful assistant.", + expectedText, + contentProvider: _ => + [ + new Extensions.AI.TextReasoningContent(reasoningText), + new Extensions.AI.TextContent(expectedText) + ]); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "reasoning-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "reasoning-agent", requestJson); using var responseDoc = await ParseResponseAsync(httpResponse); var response = responseDoc.RootElement; - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has reasoning configuration - AssertJsonPropertyExists(request, "reasoning"); - var requestReasoning = request.GetProperty("reasoning"); - Assert.Equal(JsonValueKind.Object, requestReasoning.ValueKind); - AssertJsonPropertyExists(requestReasoning, "effort"); - var effort = requestReasoning.GetProperty("effort").GetString(); - Assert.Equal("medium", effort); - // Assert - Response preserves reasoning configuration AssertJsonPropertyExists(response, "reasoning"); var responseReasoning = response.GetProperty("reasoning"); @@ -843,8 +730,8 @@ public async Task ReasoningRequestResponseAsync() public async Task JsonOutputRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("json_output/request.json"); - using var expectedResponseDoc = LoadTraceDocument("json_output/response.json"); + string requestJson = LoadResponsesTraceFile("json_output/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("json_output/response.json"); var expectedResponse = expectedResponseDoc.RootElement; // Get expected JSON text from response @@ -855,34 +742,10 @@ public async Task JsonOutputRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("json-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "json-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "json-agent", requestJson); using var responseDoc = await ParseResponseAsync(httpResponse); var response = responseDoc.RootElement; - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has text format with json_schema - AssertJsonPropertyExists(request, "text"); - var requestText = request.GetProperty("text"); - AssertJsonPropertyExists(requestText, "format"); - var format = requestText.GetProperty("format"); - AssertJsonPropertyEquals(format, "type", "json_schema"); - AssertJsonPropertyEquals(format, "name", "person"); - AssertJsonPropertyEquals(format, "strict", true); - - // Assert - Schema has correct structure - AssertJsonPropertyExists(format, "schema"); - var schema = format.GetProperty("schema"); - AssertJsonPropertyEquals(schema, "type", "object"); - AssertJsonPropertyExists(schema, "properties"); - AssertJsonPropertyExists(schema, "required"); - var properties = schema.GetProperty("properties"); - AssertJsonPropertyExists(properties, "name"); - AssertJsonPropertyExists(properties, "age"); - AssertJsonPropertyExists(properties, "occupation"); - // Assert - Response preserves text format configuration AssertJsonPropertyExists(response, "text"); var responseText = response.GetProperty("text"); @@ -903,6 +766,7 @@ public async Task JsonOutputRequestResponseAsync() Assert.Equal(expectedText, text); // Assert - Output text is valid JSON matching schema + // This validates that the mock/system produced well-formed JSON output using var jsonDoc = JsonDocument.Parse(text); var jsonRoot = jsonDoc.RootElement; AssertJsonPropertyExists(jsonRoot, "name"); @@ -927,8 +791,8 @@ public async Task JsonOutputRequestResponseAsync() public async Task RefusalRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("refusal/request.json"); - using var expectedResponseDoc = LoadTraceDocument("refusal/response.json"); + string requestJson = LoadResponsesTraceFile("refusal/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("refusal/response.json"); var expectedResponse = expectedResponseDoc.RootElement; // Get expected refusal text @@ -939,7 +803,7 @@ public async Task RefusalRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("refusal-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "refusal-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "refusal-agent", requestJson); using var responseDoc = await ParseResponseAsync(httpResponse); var response = responseDoc.RootElement; @@ -986,8 +850,8 @@ public async Task RefusalRequestResponseAsync() public async Task ImageInputRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("image_input/request.json"); - using var expectedResponseDoc = LoadTraceDocument("image_input/response.json"); + string requestJson = LoadResponsesTraceFile("image_input/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("image_input/response.json"); var expectedResponse = expectedResponseDoc.RootElement; // Get expected text @@ -998,42 +862,10 @@ public async Task ImageInputRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("image-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "image-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "image-agent", requestJson); using var responseDoc = await ParseResponseAsync(httpResponse); var response = responseDoc.RootElement; - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has input array with message - AssertJsonPropertyExists(request, "input"); - var input = request.GetProperty("input"); - Assert.Equal(JsonValueKind.Array, input.ValueKind); - Assert.True(input.GetArrayLength() > 0); - - // Assert - Input message has content with image - var inputMessage = input[0]; - AssertJsonPropertyEquals(inputMessage, "type", "message"); - AssertJsonPropertyEquals(inputMessage, "role", "user"); - AssertJsonPropertyExists(inputMessage, "content"); - var inputContent = inputMessage.GetProperty("content"); - Assert.Equal(JsonValueKind.Array, inputContent.ValueKind); - Assert.True(inputContent.GetArrayLength() >= 2, "Content should have text and image"); - - // Assert - Content has input_text - var textPart = inputContent[0]; - AssertJsonPropertyEquals(textPart, "type", "input_text"); - AssertJsonPropertyExists(textPart, "text"); - - // Assert - Content has input_image - var imagePart = inputContent[1]; - AssertJsonPropertyEquals(imagePart, "type", "input_image"); - AssertJsonPropertyExists(imagePart, "image_url"); - var imageUrl = imagePart.GetProperty("image_url").GetString(); - Assert.NotNull(imageUrl); - Assert.NotEmpty(imageUrl); - // Assert - Response has output AssertJsonPropertyExists(response, "output"); var output = response.GetProperty("output"); @@ -1059,8 +891,8 @@ public async Task ImageInputRequestResponseAsync() public async Task ReasoningStreamingRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("reasoning_streaming/request.json"); - string expectedResponseSse = LoadTraceFile("reasoning_streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("reasoning_streaming/request.json"); + string expectedResponseSse = LoadResponsesTraceFile("reasoning_streaming/response.txt"); // Extract expected text from SSE events var expectedEvents = ParseSseEventsFromContent(expectedResponseSse); @@ -1070,7 +902,7 @@ public async Task ReasoningStreamingRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("reasoning-streaming-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "reasoning-streaming-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "reasoning-streaming-agent", requestJson); // Assert - Response should be SSE format Assert.Equal("text/event-stream", httpResponse.Content.Headers.ContentType?.MediaType); @@ -1078,16 +910,6 @@ public async Task ReasoningStreamingRequestResponseAsync() string responseSse = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEventsFromContent(responseSse); - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has stream flag and reasoning configuration - AssertJsonPropertyEquals(request, "stream", true); - AssertJsonPropertyExists(request, "reasoning"); - var reasoning = request.GetProperty("reasoning"); - AssertJsonPropertyExists(reasoning, "effort"); - // Assert - Response has event types for reasoning var eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()!); Assert.Contains("response.created", eventTypes); @@ -1120,7 +942,7 @@ public async Task ReasoningStreamingRequestResponseAsync() var finalEvent = events.FirstOrDefault(e => { var type = e.GetProperty("type").GetString(); - return type == "response.completed" || type == "response.incomplete"; + return type is "response.completed" or "response.incomplete"; }); Assert.False(finalEvent.Equals(default(JsonElement))); var finalResponse = finalEvent.GetProperty("response"); @@ -1137,8 +959,8 @@ public async Task ReasoningStreamingRequestResponseAsync() public async Task JsonOutputStreamingRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("json_output_streaming/request.json"); - string expectedResponseSse = LoadTraceFile("json_output_streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("json_output_streaming/request.json"); + string expectedResponseSse = LoadResponsesTraceFile("json_output_streaming/response.txt"); // Extract expected text from SSE events var expectedEvents = ParseSseEventsFromContent(expectedResponseSse); @@ -1148,7 +970,7 @@ public async Task JsonOutputStreamingRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("json-streaming-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "json-streaming-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "json-streaming-agent", requestJson); // Assert - Response should be SSE format Assert.Equal("text/event-stream", httpResponse.Content.Headers.ContentType?.MediaType); @@ -1156,17 +978,6 @@ public async Task JsonOutputStreamingRequestResponseAsync() string responseSse = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEventsFromContent(responseSse); - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has stream flag and json_schema format - AssertJsonPropertyEquals(request, "stream", true); - AssertJsonPropertyExists(request, "text"); - var text = request.GetProperty("text"); - var format = text.GetProperty("format"); - AssertJsonPropertyEquals(format, "type", "json_schema"); - // Assert - Response has standard streaming events var eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()!); Assert.Contains("response.created", eventTypes); @@ -1176,7 +987,7 @@ public async Task JsonOutputStreamingRequestResponseAsync() var finalEvent = events.FirstOrDefault(e => { var type = e.GetProperty("type").GetString(); - return type == "response.completed" || type == "response.incomplete"; + return type is "response.completed" or "response.incomplete"; }); Assert.False(finalEvent.Equals(default(JsonElement))); var finalResponse = finalEvent.GetProperty("response"); @@ -1197,8 +1008,8 @@ public async Task JsonOutputStreamingRequestResponseAsync() public async Task RefusalStreamingRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("refusal_streaming/request.json"); - string expectedResponseSse = LoadTraceFile("refusal_streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("refusal_streaming/request.json"); + string expectedResponseSse = LoadResponsesTraceFile("refusal_streaming/response.txt"); // Extract expected text from SSE events var expectedEvents = ParseSseEventsFromContent(expectedResponseSse); @@ -1208,7 +1019,7 @@ public async Task RefusalStreamingRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("refusal-streaming-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "refusal-streaming-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "refusal-streaming-agent", requestJson); // Assert - Response should be SSE format Assert.Equal("text/event-stream", httpResponse.Content.Headers.ContentType?.MediaType); @@ -1216,13 +1027,6 @@ public async Task RefusalStreamingRequestResponseAsync() string responseSse = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEventsFromContent(responseSse); - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has stream flag - AssertJsonPropertyEquals(request, "stream", true); - // Assert - Response has standard streaming events var eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()!); Assert.Contains("response.created", eventTypes); @@ -1232,12 +1036,12 @@ public async Task RefusalStreamingRequestResponseAsync() var finalEvent = events.FirstOrDefault(e => { var type = e.GetProperty("type").GetString(); - return type == "response.completed" || type == "response.incomplete"; + return type is "response.completed" or "response.incomplete"; }); Assert.False(finalEvent.Equals(default(JsonElement))); var finalResponse = finalEvent.GetProperty("response"); var status = finalResponse.GetProperty("status").GetString(); - Assert.True(status == "completed" || status == "incomplete"); + Assert.True(status is "completed" or "incomplete"); // Assert - Text done has refusal content var doneEvent = events.First(e => e.GetProperty("type").GetString() == "response.output_text.done"); @@ -1254,8 +1058,8 @@ public async Task RefusalStreamingRequestResponseAsync() public async Task ImageInputStreamingRequestResponseAsync() { // Arrange - string requestJson = LoadTraceFile("image_input_streaming/request.json"); - string expectedResponseSse = LoadTraceFile("image_input_streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("image_input_streaming/request.json"); + string expectedResponseSse = LoadResponsesTraceFile("image_input_streaming/response.txt"); // Extract expected text from SSE events var expectedEvents = ParseSseEventsFromContent(expectedResponseSse); @@ -1265,7 +1069,7 @@ public async Task ImageInputStreamingRequestResponseAsync() HttpClient client = await this.CreateTestServerAsync("image-streaming-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "image-streaming-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "image-streaming-agent", requestJson); // Assert - Response should be SSE format Assert.Equal("text/event-stream", httpResponse.Content.Headers.ContentType?.MediaType); @@ -1273,30 +1077,6 @@ public async Task ImageInputStreamingRequestResponseAsync() string responseSse = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEventsFromContent(responseSse); - // Parse the request - using var requestDoc = JsonDocument.Parse(requestJson); - var request = requestDoc.RootElement; - - // Assert - Request has stream flag - AssertJsonPropertyEquals(request, "stream", true); - - // Assert - Request has input array with image - AssertJsonPropertyExists(request, "input"); - var input = request.GetProperty("input"); - Assert.Equal(JsonValueKind.Array, input.ValueKind); - var inputMessage = input[0]; - var inputContent = inputMessage.GetProperty("content"); - bool hasImage = false; - foreach (var part in inputContent.EnumerateArray()) - { - if (part.GetProperty("type").GetString() == "input_image") - { - hasImage = true; - break; - } - } - Assert.True(hasImage, "Request should have input_image content"); - // Assert - Response has standard streaming events var eventTypes = events.ConvertAll(e => e.GetProperty("type").GetString()!); Assert.Contains("response.created", eventTypes); @@ -1306,7 +1086,7 @@ public async Task ImageInputStreamingRequestResponseAsync() var finalEvent = events.FirstOrDefault(e => { var type = e.GetProperty("type").GetString(); - return type == "response.completed" || type == "response.incomplete"; + return type is "response.completed" or "response.incomplete"; }); Assert.False(finalEvent.Equals(default(JsonElement))); var finalResponse = finalEvent.GetProperty("response"); @@ -1319,9 +1099,35 @@ public async Task ImageInputStreamingRequestResponseAsync() Assert.NotEmpty(finalText); } - /// - /// Helper to parse SSE events from a streaming response content string. - /// + [Fact] + public async Task MutualExclusiveErrorAsync() + { + // Arrange + string requestJson = LoadResponsesTraceFile("mutual_exclusive_error/request.json"); + using var expectedResponseDoc = LoadResponsesTraceDocument("mutual_exclusive_error/response.json"); + + HttpClient client = await this.CreateTestServerAsync("mutual-exclusive-agent", "You are a helpful assistant.", "Test response"); + + // Act - Send request with mutually exclusive parameters + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "mutual-exclusive-agent", requestJson); + using var responseDoc = await ParseResponseAsync(httpResponse); + var response = responseDoc.RootElement; + + // Assert - Should return 400 + Assert.Equal(System.Net.HttpStatusCode.BadRequest, httpResponse.StatusCode); + + // Assert - Error response structure + AssertJsonPropertyExists(response, "error"); + var error = response.GetProperty("error"); + AssertJsonPropertyExists(error, "message"); + AssertJsonPropertyExists(error, "type"); + AssertJsonPropertyExists(error, "code"); + + var errorMessage = error.GetProperty("message").GetString(); + Assert.NotNull(errorMessage); + Assert.Contains("mutually exclusive", errorMessage, StringComparison.OrdinalIgnoreCase); + } + private static List ParseSseEventsFromContent(string sseContent) { var events = new List(); diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesIntegrationTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesIntegrationTests.cs index 053387b53b0..8304bb8a568 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesIntegrationTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesIntegrationTests.cs @@ -1110,7 +1110,7 @@ private async Task CreateTestServerAsync(string agentName, string in IChatClient mockChatClient = new TestHelpers.SimpleMockChatClient(responseText); builder.Services.AddKeyedSingleton("chat-client", mockChatClient); - builder.Services.AddOpenAIResponses(); + builder.AddOpenAIResponses(); builder.AddAIAgent(agentName, instructions, chatClientServiceKey: "chat-client"); this._app = builder.Build(); diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesSerializationTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesSerializationTests.cs index d4874502483..9c0bd023df3 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesSerializationTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/OpenAIResponsesSerializationTests.cs @@ -22,10 +22,10 @@ public sealed class OpenAIResponsesSerializationTests : ConformanceTestBase public void Deserialize_BasicRequest_Success() { // Arrange - string json = LoadTraceFile("basic/request.json"); + string json = LoadResponsesTraceFile("basic/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -38,12 +38,12 @@ public void Deserialize_BasicRequest_Success() public void Deserialize_BasicRequest_RoundTrip() { // Arrange - string originalJson = LoadTraceFile("basic/request.json"); + string originalJson = LoadResponsesTraceFile("basic/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(originalJson, Responses.ResponsesJsonContext.Default.CreateResponse); - string reserializedJson = JsonSerializer.Serialize(request, Responses.ResponsesJsonContext.Default.CreateResponse); - CreateResponse? roundtripped = JsonSerializer.Deserialize(reserializedJson, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(originalJson, OpenAIHostingJsonContext.Default.CreateResponse); + string reserializedJson = JsonSerializer.Serialize(request, OpenAIHostingJsonContext.Default.CreateResponse); + CreateResponse? roundtripped = JsonSerializer.Deserialize(reserializedJson, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -56,10 +56,10 @@ public void Deserialize_BasicRequest_RoundTrip() public void Deserialize_StreamingRequest_HasStreamFlag() { // Arrange - string json = LoadTraceFile("streaming/request.json"); + string json = LoadResponsesTraceFile("streaming/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -71,10 +71,10 @@ public void Deserialize_StreamingRequest_HasStreamFlag() public void Deserialize_ConversationRequest_HasPreviousResponseId() { // Arrange - string json = LoadTraceFile("conversation/request.json"); + string json = LoadResponsesTraceFile("conversation/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -86,10 +86,10 @@ public void Deserialize_ConversationRequest_HasPreviousResponseId() public void Deserialize_MetadataRequest_HasAllParameters() { // Arrange - string json = LoadTraceFile("metadata/request.json"); + string json = LoadResponsesTraceFile("metadata/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -111,7 +111,7 @@ public void Deserialize_MetadataRequest_HasAllParameters() public void Deserialize_ToolCallRequest_HasToolDefinitions() { // Arrange - string json = LoadTraceFile("tool_call/request.json"); + string json = LoadResponsesTraceFile("tool_call/request.json"); // Act // CreateResponse doesn't have Tools property - it uses dynamic JSON @@ -142,7 +142,7 @@ public void Serialize_CreateMinimalRequest_MatchesFormat() }; // Act - string json = JsonSerializer.Serialize(request, Responses.ResponsesJsonContext.Default.CreateResponse); + string json = JsonSerializer.Serialize(request, OpenAIHostingJsonContext.Default.CreateResponse); using var doc = JsonDocument.Parse(json); var root = doc.RootElement; @@ -151,7 +151,7 @@ public void Serialize_CreateMinimalRequest_MatchesFormat() Assert.True(root.TryGetProperty("input", out var input)); // Input can be string or object - verify one exists - Assert.True(input.ValueKind == JsonValueKind.String || input.ValueKind == JsonValueKind.Object); + Assert.True(input.ValueKind is JsonValueKind.String or JsonValueKind.Object); } [Fact] @@ -175,7 +175,7 @@ public void Serialize_CreateRequestWithOptions_IncludesAllFields() }; // Act - string json = JsonSerializer.Serialize(request, Responses.ResponsesJsonContext.Default.CreateResponse); + string json = JsonSerializer.Serialize(request, OpenAIHostingJsonContext.Default.CreateResponse); using var doc = JsonDocument.Parse(json); var root = doc.RootElement; @@ -203,7 +203,7 @@ public void Serialize_NullableFields_AreOmittedWhenNull() }; // Act - string json = JsonSerializer.Serialize(request, Responses.ResponsesJsonContext.Default.CreateResponse); + string json = JsonSerializer.Serialize(request, OpenAIHostingJsonContext.Default.CreateResponse); using var doc = JsonDocument.Parse(json); var root = doc.RootElement; @@ -220,10 +220,10 @@ public void Serialize_NullableFields_AreOmittedWhenNull() public void Deserialize_ImageInputRequest_HasImageData() { // Arrange - string json = LoadTraceFile("image_input/request.json"); + string json = LoadResponsesTraceFile("image_input/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -234,10 +234,10 @@ public void Deserialize_ImageInputRequest_HasImageData() public void Deserialize_ImageInputStreamingRequest_HasStreamAndImage() { // Arrange - string json = LoadTraceFile("image_input_streaming/request.json"); + string json = LoadResponsesTraceFile("image_input_streaming/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -249,10 +249,10 @@ public void Deserialize_ImageInputStreamingRequest_HasStreamAndImage() public void Deserialize_JsonOutputRequest_HasJsonSchema() { // Arrange - string json = LoadTraceFile("json_output/request.json"); + string json = LoadResponsesTraceFile("json_output/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -263,17 +263,17 @@ public void Deserialize_JsonOutputRequest_HasJsonSchema() var jsonSchemaFormat = (ResponseTextFormatConfigurationJsonSchema)request.Text.Format; Assert.Equal("json_schema", jsonSchemaFormat.Type); Assert.NotNull(jsonSchemaFormat.Name); - Assert.NotNull(jsonSchemaFormat.Schema); + Assert.NotEqual(default, jsonSchemaFormat.Schema); } [Fact] public void Deserialize_JsonOutputStreamingRequest_HasJsonSchemaAndStream() { // Arrange - string json = LoadTraceFile("json_output_streaming/request.json"); + string json = LoadResponsesTraceFile("json_output_streaming/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -290,10 +290,10 @@ public void Deserialize_JsonOutputStreamingRequest_HasJsonSchemaAndStream() public void Deserialize_ReasoningRequest_HasReasoningConfiguration() { // Arrange - string json = LoadTraceFile("reasoning/request.json"); + string json = LoadResponsesTraceFile("reasoning/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -304,10 +304,10 @@ public void Deserialize_ReasoningRequest_HasReasoningConfiguration() public void Deserialize_ReasoningStreamingRequest_HasReasoningAndStream() { // Arrange - string json = LoadTraceFile("reasoning_streaming/request.json"); + string json = LoadResponsesTraceFile("reasoning_streaming/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -319,10 +319,10 @@ public void Deserialize_ReasoningStreamingRequest_HasReasoningAndStream() public void Deserialize_RefusalRequest_CanBeDeserialized() { // Arrange - string json = LoadTraceFile("refusal/request.json"); + string json = LoadResponsesTraceFile("refusal/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -333,10 +333,10 @@ public void Deserialize_RefusalRequest_CanBeDeserialized() public void Deserialize_RefusalStreamingRequest_HasStream() { // Arrange - string json = LoadTraceFile("refusal_streaming/request.json"); + string json = LoadResponsesTraceFile("refusal_streaming/request.json"); // Act - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); // Assert Assert.NotNull(request); @@ -367,10 +367,10 @@ public void Deserialize_AllRequests_CanBeDeserialized() foreach (var path in requestPaths) { - string json = LoadTraceFile(path); + string json = LoadResponsesTraceFile(path); // Act & Assert - Should not throw - CreateResponse? request = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.CreateResponse); + CreateResponse? request = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.CreateResponse); Assert.NotNull(request); Assert.NotNull(request.Input); } @@ -384,10 +384,10 @@ public void Deserialize_AllRequests_CanBeDeserialized() public void Deserialize_BasicResponse_Success() { // Arrange - string json = LoadTraceFile("basic/response.json"); + string json = LoadResponsesTraceFile("basic/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -403,10 +403,10 @@ public void Deserialize_BasicResponse_Success() public void Deserialize_BasicResponse_HasCorrectOutput() { // Arrange - string json = LoadTraceFile("basic/response.json"); + string json = LoadResponsesTraceFile("basic/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -417,7 +417,7 @@ public void Deserialize_BasicResponse_HasCorrectOutput() Assert.NotNull(outputItem); // Verify it's a message type - using var doc = JsonDocument.Parse(JsonSerializer.Serialize(outputItem, Responses.ResponsesJsonContext.Default.ItemResource)); + using var doc = JsonDocument.Parse(JsonSerializer.Serialize(outputItem, OpenAIHostingJsonContext.Default.ItemResource)); var root = doc.RootElement; Assert.Equal("message", root.GetProperty("type").GetString()); } @@ -426,10 +426,10 @@ public void Deserialize_BasicResponse_HasCorrectOutput() public void Deserialize_BasicResponse_HasCorrectUsage() { // Arrange - string json = LoadTraceFile("basic/response.json"); + string json = LoadResponsesTraceFile("basic/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -445,10 +445,10 @@ public void Deserialize_BasicResponse_HasCorrectUsage() public void Deserialize_ConversationResponse_HasPreviousResponseId() { // Arrange - string json = LoadTraceFile("conversation/response.json"); + string json = LoadResponsesTraceFile("conversation/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -461,10 +461,10 @@ public void Deserialize_ConversationResponse_HasPreviousResponseId() public void Deserialize_MetadataResponse_PreservesMetadata() { // Arrange - string json = LoadTraceFile("metadata/response.json"); + string json = LoadResponsesTraceFile("metadata/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -478,10 +478,10 @@ public void Deserialize_MetadataResponse_PreservesMetadata() public void Deserialize_MetadataResponse_HasIncompleteStatus() { // Arrange - string json = LoadTraceFile("metadata/response.json"); + string json = LoadResponsesTraceFile("metadata/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -494,10 +494,10 @@ public void Deserialize_MetadataResponse_HasIncompleteStatus() public void Deserialize_MetadataResponse_HasInstructions() { // Arrange - string json = LoadTraceFile("metadata/response.json"); + string json = LoadResponsesTraceFile("metadata/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -509,10 +509,10 @@ public void Deserialize_MetadataResponse_HasInstructions() public void Deserialize_MetadataResponse_HasModelParameters() { // Arrange - string json = LoadTraceFile("metadata/response.json"); + string json = LoadResponsesTraceFile("metadata/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -525,10 +525,10 @@ public void Deserialize_MetadataResponse_HasModelParameters() public void Deserialize_ToolCallResponse_HasFunctionCall() { // Arrange - string json = LoadTraceFile("tool_call/response.json"); + string json = LoadResponsesTraceFile("tool_call/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -536,7 +536,7 @@ public void Deserialize_ToolCallResponse_HasFunctionCall() Assert.Single(response.Output); // Verify the output is a function_call type - using var doc = JsonDocument.Parse(JsonSerializer.Serialize(response.Output[0], Responses.ResponsesJsonContext.Default.ItemResource)); + using var doc = JsonDocument.Parse(JsonSerializer.Serialize(response.Output[0], OpenAIHostingJsonContext.Default.ItemResource)); var root = doc.RootElement; Assert.Equal("function_call", root.GetProperty("type").GetString()); Assert.Equal("get_weather", root.GetProperty("name").GetString()); @@ -549,10 +549,10 @@ public void Deserialize_ToolCallResponse_HasFunctionCall() public void Deserialize_ToolCallResponse_HasToolDefinitions() { // Arrange - string json = LoadTraceFile("tool_call/response.json"); + string json = LoadResponsesTraceFile("tool_call/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -573,10 +573,10 @@ public void Deserialize_ToolCallResponse_HasToolDefinitions() public void Deserialize_ImageInputResponse_HasImageInInput() { // Arrange - string json = LoadTraceFile("image_input/response.json"); + string json = LoadResponsesTraceFile("image_input/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -588,10 +588,10 @@ public void Deserialize_ImageInputResponse_HasImageInInput() public void Deserialize_JsonOutputResponse_HasStructuredOutput() { // Arrange - string json = LoadTraceFile("json_output/response.json"); + string json = LoadResponsesTraceFile("json_output/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -608,10 +608,10 @@ public void Deserialize_JsonOutputResponse_HasStructuredOutput() public void Deserialize_ReasoningResponse_HasReasoningItems() { // Arrange - string json = LoadTraceFile("reasoning/response.json"); + string json = LoadResponsesTraceFile("reasoning/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -624,10 +624,10 @@ public void Deserialize_ReasoningResponse_HasReasoningItems() public void Deserialize_RefusalResponse_HasRefusalContent() { // Arrange - string json = LoadTraceFile("refusal/response.json"); + string json = LoadResponsesTraceFile("refusal/response.json"); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -653,10 +653,10 @@ public void Deserialize_AllResponses_HaveRequiredFields() foreach (var path in responsePaths) { - string json = LoadTraceFile(path); + string json = LoadResponsesTraceFile(path); // Act - Response? response = JsonSerializer.Deserialize(json, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(json, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -672,12 +672,12 @@ public void Deserialize_AllResponses_HaveRequiredFields() public void Deserialize_ResponseRoundTrip_PreservesData() { // Arrange - string originalJson = LoadTraceFile("basic/response.json"); + string originalJson = LoadResponsesTraceFile("basic/response.json"); // Act - Deserialize and re-serialize - Response? response = JsonSerializer.Deserialize(originalJson, Responses.ResponsesJsonContext.Default.Response); - string reserializedJson = JsonSerializer.Serialize(response, Responses.ResponsesJsonContext.Default.Response); - Response? roundtripped = JsonSerializer.Deserialize(reserializedJson, Responses.ResponsesJsonContext.Default.Response); + Response? response = JsonSerializer.Deserialize(originalJson, OpenAIHostingJsonContext.Default.Response); + string reserializedJson = JsonSerializer.Serialize(response, OpenAIHostingJsonContext.Default.Response); + Response? roundtripped = JsonSerializer.Deserialize(reserializedJson, OpenAIHostingJsonContext.Default.Response); // Assert Assert.NotNull(response); @@ -696,7 +696,7 @@ public void Deserialize_ResponseRoundTrip_PreservesData() public void ParseStreamingEvents_BasicFormat_Success() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); // Act var events = ParseSseEventsFromContent(sseContent); @@ -715,7 +715,7 @@ public void ParseStreamingEvents_BasicFormat_Success() public void ParseStreamingEvents_HasCorrectEventTypes() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); // Act var events = ParseSseEventsFromContent(sseContent); @@ -736,13 +736,13 @@ public void ParseStreamingEvents_HasCorrectEventTypes() public void ParseStreamingEvents_DeserializeCreatedEvent_Success() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); var events = ParseSseEventsFromContent(sseContent); var createdEventJson = events.First(e => e.GetProperty("type").GetString() == "response.created"); // Act string jsonString = createdEventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -758,13 +758,13 @@ public void ParseStreamingEvents_DeserializeCreatedEvent_Success() public void ParseStreamingEvents_DeserializeInProgressEvent_Success() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); var events = ParseSseEventsFromContent(sseContent); var inProgressEventJson = events.First(e => e.GetProperty("type").GetString() == "response.in_progress"); // Act string jsonString = inProgressEventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -779,13 +779,13 @@ public void ParseStreamingEvents_DeserializeInProgressEvent_Success() public void ParseStreamingEvents_DeserializeOutputItemAdded_Success() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); var events = ParseSseEventsFromContent(sseContent); var itemAddedJson = events.First(e => e.GetProperty("type").GetString() == "response.output_item.added"); // Act string jsonString = itemAddedJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -799,13 +799,13 @@ public void ParseStreamingEvents_DeserializeOutputItemAdded_Success() public void ParseStreamingEvents_DeserializeContentPartAdded_Success() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); var events = ParseSseEventsFromContent(sseContent); var partAddedJson = events.First(e => e.GetProperty("type").GetString() == "response.content_part.added"); // Act string jsonString = partAddedJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -821,13 +821,13 @@ public void ParseStreamingEvents_DeserializeContentPartAdded_Success() public void ParseStreamingEvents_DeserializeTextDelta_Success() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); var events = ParseSseEventsFromContent(sseContent); var textDeltaJson = events.First(e => e.GetProperty("type").GetString() == "response.output_text.delta"); // Act string jsonString = textDeltaJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -843,7 +843,7 @@ public void ParseStreamingEvents_DeserializeTextDelta_Success() public void ParseStreamingEvents_AccumulateTextDeltas_MatchesFinalText() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); var events = ParseSseEventsFromContent(sseContent); // Act @@ -853,7 +853,7 @@ public void ParseStreamingEvents_AccumulateTextDeltas_MatchesFinalText() foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); if (evt is StreamingOutputTextDelta delta) { @@ -877,7 +877,7 @@ public void ParseStreamingEvents_AccumulateTextDeltas_MatchesFinalText() public void ParseStreamingEvents_SequenceNumbersAreSequential() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); var events = ParseSseEventsFromContent(sseContent); // Act @@ -885,7 +885,7 @@ public void ParseStreamingEvents_SequenceNumbersAreSequential() foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); sequenceNumbers.Add(evt.SequenceNumber); } @@ -904,21 +904,21 @@ public void ParseStreamingEvents_SequenceNumbersAreSequential() public void ParseStreamingEvents_FinalEvent_IsTerminalState() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); var events = ParseSseEventsFromContent(sseContent); var lastEventJson = events.Last(); // Act string jsonString = lastEventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); // Should be one of the terminal events - bool isTerminal = evt is StreamingResponseCompleted || - evt is StreamingResponseIncomplete || - evt is StreamingResponseFailed; + bool isTerminal = evt is StreamingResponseCompleted or + StreamingResponseIncomplete or + StreamingResponseFailed; Assert.True(isTerminal, $"Expected terminal event, got: {evt.GetType().Name}"); } @@ -926,7 +926,7 @@ evt is StreamingResponseIncomplete || public void ParseStreamingEvents_ImageInputStreaming_HasImageEvents() { // Arrange - string sseContent = LoadTraceFile("image_input_streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("image_input_streaming/response.txt"); // Act var events = ParseSseEventsFromContent(sseContent); @@ -935,7 +935,7 @@ public void ParseStreamingEvents_ImageInputStreaming_HasImageEvents() Assert.NotEmpty(events); Assert.All(events, evt => { - StreamingResponseEvent? parsed = JsonSerializer.Deserialize(evt.GetRawText(), Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? parsed = JsonSerializer.Deserialize(evt.GetRawText(), OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(parsed); }); } @@ -944,7 +944,7 @@ public void ParseStreamingEvents_ImageInputStreaming_HasImageEvents() public void ParseStreamingEvents_JsonOutputStreaming_HasJsonSchemaEvents() { // Arrange - string sseContent = LoadTraceFile("json_output_streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("json_output_streaming/response.txt"); // Act var events = ParseSseEventsFromContent(sseContent); @@ -953,7 +953,7 @@ public void ParseStreamingEvents_JsonOutputStreaming_HasJsonSchemaEvents() Assert.NotEmpty(events); Assert.All(events, evt => { - StreamingResponseEvent? parsed = JsonSerializer.Deserialize(evt.GetRawText(), Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? parsed = JsonSerializer.Deserialize(evt.GetRawText(), OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(parsed); }); } @@ -962,7 +962,7 @@ public void ParseStreamingEvents_JsonOutputStreaming_HasJsonSchemaEvents() public void ParseStreamingEvents_ReasoningStreaming_HasReasoningEvents() { // Arrange - string sseContent = LoadTraceFile("reasoning_streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("reasoning_streaming/response.txt"); // Act var events = ParseSseEventsFromContent(sseContent); @@ -974,7 +974,7 @@ public void ParseStreamingEvents_ReasoningStreaming_HasReasoningEvents() Assert.Contains("response.created", eventTypes); Assert.All(events, evt => { - StreamingResponseEvent? parsed = JsonSerializer.Deserialize(evt.GetRawText(), Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? parsed = JsonSerializer.Deserialize(evt.GetRawText(), OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(parsed); }); } @@ -983,7 +983,7 @@ public void ParseStreamingEvents_ReasoningStreaming_HasReasoningEvents() public void ParseStreamingEvents_RefusalStreaming_HasRefusalEvents() { // Arrange - string sseContent = LoadTraceFile("refusal_streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("refusal_streaming/response.txt"); // Act var events = ParseSseEventsFromContent(sseContent); @@ -994,7 +994,7 @@ public void ParseStreamingEvents_RefusalStreaming_HasRefusalEvents() // Should have refusal-related events Assert.All(events, evt => { - StreamingResponseEvent? parsed = JsonSerializer.Deserialize(evt.GetRawText(), Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? parsed = JsonSerializer.Deserialize(evt.GetRawText(), OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(parsed); }); } @@ -1014,13 +1014,13 @@ public void ParseStreamingEvents_AllStreamingTraces_CanBeDeserialized() foreach (var path in streamingPaths) { - string sseContent = LoadTraceFile(path); + string sseContent = LoadResponsesTraceFile(path); // Act & Assert foreach (var eventJson in ParseSseEventsFromContent(sseContent)) { // Should not throw - StreamingResponseEvent? evt = JsonSerializer.Deserialize(eventJson.GetRawText(), Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(eventJson.GetRawText(), OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); } } @@ -1030,30 +1030,30 @@ public void ParseStreamingEvents_AllStreamingTraces_CanBeDeserialized() public void ParseStreamingEvents_AllEvents_CanBeDeserialized() { // Arrange - string sseContent = LoadTraceFile("streaming/response.txt"); + string sseContent = LoadResponsesTraceFile("streaming/response.txt"); // Act & Assert foreach (var eventJson in ParseSseEventsFromContent(sseContent)) { // Should not throw - StreamingResponseEvent? evt = JsonSerializer.Deserialize(eventJson.GetRawText(), Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(eventJson.GetRawText(), OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); // Verify polymorphic deserialization worked Assert.True( - evt is StreamingResponseCreated || - evt is StreamingResponseInProgress || - evt is StreamingResponseCompleted || - evt is StreamingResponseIncomplete || - evt is StreamingResponseFailed || - evt is StreamingOutputItemAdded || - evt is StreamingOutputItemDone || - evt is StreamingContentPartAdded || - evt is StreamingContentPartDone || - evt is StreamingOutputTextDelta || - evt is StreamingOutputTextDone || - evt is StreamingFunctionCallArgumentsDelta || - evt is StreamingFunctionCallArgumentsDone, + evt is StreamingResponseCreated or + StreamingResponseInProgress or + StreamingResponseCompleted or + StreamingResponseIncomplete or + StreamingResponseFailed or + StreamingOutputItemAdded or + StreamingOutputItemDone or + StreamingContentPartAdded or + StreamingContentPartDone or + StreamingOutputTextDelta or + StreamingOutputTextDone or + StreamingFunctionCallArgumentsDelta or + StreamingFunctionCallArgumentsDone, $"Unknown event type: {evt.GetType().Name}"); } } diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/SortOrderExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/SortOrderExtensionsTests.cs new file mode 100644 index 00000000000..499d8efdf13 --- /dev/null +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/SortOrderExtensionsTests.cs @@ -0,0 +1,64 @@ +// Copyright (c) Microsoft. All rights reserved. + +using Microsoft.Agents.AI.Hosting.OpenAI.Conversations; +using Microsoft.Agents.AI.Hosting.OpenAI.Models; + +namespace Microsoft.Agents.AI.Hosting.OpenAI.UnitTests; + +/// +/// Unit tests for SortOrderExtensions. +/// +public sealed class SortOrderExtensionsTests +{ + [Fact] + public void ToOrderString_Ascending_ReturnsAsc() + { + // Arrange + const SortOrder Order = SortOrder.Ascending; + + // Act + string result = Order.ToOrderString(); + + // Assert + Assert.Equal("asc", result); + } + + [Fact] + public void ToOrderString_Descending_ReturnsDesc() + { + // Arrange + const SortOrder Order = SortOrder.Descending; + + // Act + string result = Order.ToOrderString(); + + // Assert + Assert.Equal("desc", result); + } + + [Fact] + public void IsAscending_Ascending_ReturnsTrue() + { + // Arrange + const SortOrder Order = SortOrder.Ascending; + + // Act + bool result = Order.IsAscending(); + + // Assert + Assert.True(result); + } + + [Fact] + public void IsAscending_Descending_ReturnsFalse() + { + // Arrange + const SortOrder Order = SortOrder.Descending; + + // Act + bool result = Order.IsAscending(); + + // Assert + Assert.False(result); + } +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/StreamingEventConformanceTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/StreamingEventConformanceTests.cs index 22e3838a673..94073a0e36d 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/StreamingEventConformanceTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/StreamingEventConformanceTests.cs @@ -24,8 +24,8 @@ public sealed class StreamingEventConformanceTests : ConformanceTestBase public async Task ParseStreamingEvents_BasicFormat_SuccessAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); // Extract expected text var expectedEvents = ParseSseEvents(expectedSseContent); @@ -35,7 +35,7 @@ public async Task ParseStreamingEvents_BasicFormat_SuccessAsync() HttpClient client = await this.CreateTestServerAsync("streaming-basic-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-basic-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-basic-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); // Act @@ -55,8 +55,8 @@ public async Task ParseStreamingEvents_BasicFormat_SuccessAsync() public async Task ParseStreamingEvents_HasCorrectEventTypesAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -65,7 +65,7 @@ public async Task ParseStreamingEvents_HasCorrectEventTypesAsync() HttpClient client = await this.CreateTestServerAsync("streaming-types-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-types-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-types-agent", requestJson); // Assert - HTTP response validation Assert.Equal(System.Net.HttpStatusCode.OK, httpResponse.StatusCode); @@ -108,9 +108,9 @@ public async Task ParseStreamingEvents_HasCorrectEventTypesAsync() // Assert - Last event should be a terminal state string lastEventType = eventTypes[^1]; Assert.True( - lastEventType == "response.completed" || - lastEventType == "response.incomplete" || - lastEventType == "response.failed", + lastEventType is "response.completed" or + "response.incomplete" or + "response.failed", $"Last event should be a terminal state, got: {lastEventType}"); } @@ -118,8 +118,8 @@ public async Task ParseStreamingEvents_HasCorrectEventTypesAsync() public async Task ParseStreamingEvents_DeserializeCreatedEvent_SuccessAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -128,14 +128,14 @@ public async Task ParseStreamingEvents_DeserializeCreatedEvent_SuccessAsync() HttpClient client = await this.CreateTestServerAsync("streaming-created-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-created-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-created-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); var createdEventJson = events.First(e => e.GetProperty("type").GetString() == "response.created"); // Act string jsonString = createdEventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -151,8 +151,8 @@ public async Task ParseStreamingEvents_DeserializeCreatedEvent_SuccessAsync() public async Task ParseStreamingEvents_DeserializeInProgressEvent_SuccessAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -161,14 +161,14 @@ public async Task ParseStreamingEvents_DeserializeInProgressEvent_SuccessAsync() HttpClient client = await this.CreateTestServerAsync("streaming-progress-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-progress-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-progress-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); var inProgressEventJson = events.First(e => e.GetProperty("type").GetString() == "response.in_progress"); // Act string jsonString = inProgressEventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -183,8 +183,8 @@ public async Task ParseStreamingEvents_DeserializeInProgressEvent_SuccessAsync() public async Task ParseStreamingEvents_DeserializeOutputItemAdded_SuccessAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -193,14 +193,14 @@ public async Task ParseStreamingEvents_DeserializeOutputItemAdded_SuccessAsync() HttpClient client = await this.CreateTestServerAsync("streaming-item-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-item-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-item-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); var itemAddedJson = events.First(e => e.GetProperty("type").GetString() == "response.output_item.added"); // Act string jsonString = itemAddedJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -214,8 +214,8 @@ public async Task ParseStreamingEvents_DeserializeOutputItemAdded_SuccessAsync() public async Task ParseStreamingEvents_DeserializeContentPartAdded_SuccessAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -224,14 +224,14 @@ public async Task ParseStreamingEvents_DeserializeContentPartAdded_SuccessAsync( HttpClient client = await this.CreateTestServerAsync("streaming-part-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-part-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-part-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); var partAddedJson = events.First(e => e.GetProperty("type").GetString() == "response.content_part.added"); // Act string jsonString = partAddedJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -247,8 +247,8 @@ public async Task ParseStreamingEvents_DeserializeContentPartAdded_SuccessAsync( public async Task ParseStreamingEvents_DeserializeTextDelta_SuccessAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -257,14 +257,14 @@ public async Task ParseStreamingEvents_DeserializeTextDelta_SuccessAsync() HttpClient client = await this.CreateTestServerAsync("streaming-delta-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-delta-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-delta-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); var textDeltaJson = events.First(e => e.GetProperty("type").GetString() == "response.output_text.delta"); // Act string jsonString = textDeltaJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); @@ -280,8 +280,8 @@ public async Task ParseStreamingEvents_DeserializeTextDelta_SuccessAsync() public async Task ParseStreamingEvents_AccumulateTextDeltas_MatchesFinalTextAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -290,7 +290,7 @@ public async Task ParseStreamingEvents_AccumulateTextDeltas_MatchesFinalTextAsyn HttpClient client = await this.CreateTestServerAsync("streaming-accumulate-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-accumulate-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-accumulate-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -301,7 +301,7 @@ public async Task ParseStreamingEvents_AccumulateTextDeltas_MatchesFinalTextAsyn foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); if (evt is StreamingOutputTextDelta delta) { @@ -325,8 +325,8 @@ public async Task ParseStreamingEvents_AccumulateTextDeltas_MatchesFinalTextAsyn public async Task ParseStreamingEvents_SequenceNumbersAreSequentialAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -335,7 +335,7 @@ public async Task ParseStreamingEvents_SequenceNumbersAreSequentialAsync() HttpClient client = await this.CreateTestServerAsync("streaming-sequence-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-sequence-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-sequence-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -344,7 +344,7 @@ public async Task ParseStreamingEvents_SequenceNumbersAreSequentialAsync() foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); sequenceNumbers.Add(evt.SequenceNumber); } @@ -363,8 +363,8 @@ public async Task ParseStreamingEvents_SequenceNumbersAreSequentialAsync() public async Task ParseStreamingEvents_FinalEvent_IsTerminalStateAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -373,22 +373,22 @@ public async Task ParseStreamingEvents_FinalEvent_IsTerminalStateAsync() HttpClient client = await this.CreateTestServerAsync("streaming-terminal-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-terminal-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-terminal-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); var lastEventJson = events.Last(); // Act string jsonString = lastEventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); // Assert Assert.NotNull(evt); // Should be one of the terminal events - bool isTerminal = evt is StreamingResponseCompleted || - evt is StreamingResponseIncomplete || - evt is StreamingResponseFailed; + bool isTerminal = evt is StreamingResponseCompleted or + StreamingResponseIncomplete or + StreamingResponseFailed; Assert.True(isTerminal, $"Expected terminal event, got: {evt.GetType().Name}"); } @@ -396,8 +396,8 @@ evt is StreamingResponseIncomplete || public async Task ParseStreamingEvents_AllEvents_CanBeDeserializedAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -406,31 +406,31 @@ public async Task ParseStreamingEvents_AllEvents_CanBeDeserializedAsync() HttpClient client = await this.CreateTestServerAsync("streaming-deserialize-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-deserialize-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-deserialize-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); // Act & Assert foreach (var eventJson in ParseSseEvents(sseContent)) { // Should not throw - StreamingResponseEvent? evt = JsonSerializer.Deserialize(eventJson.GetRawText(), Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(eventJson.GetRawText(), OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); // Verify polymorphic deserialization worked Assert.True( - evt is StreamingResponseCreated || - evt is StreamingResponseInProgress || - evt is StreamingResponseCompleted || - evt is StreamingResponseIncomplete || - evt is StreamingResponseFailed || - evt is StreamingOutputItemAdded || - evt is StreamingOutputItemDone || - evt is StreamingContentPartAdded || - evt is StreamingContentPartDone || - evt is StreamingOutputTextDelta || - evt is StreamingOutputTextDone || - evt is StreamingFunctionCallArgumentsDelta || - evt is StreamingFunctionCallArgumentsDone, + evt is StreamingResponseCreated or + StreamingResponseInProgress or + StreamingResponseCompleted or + StreamingResponseIncomplete or + StreamingResponseFailed or + StreamingOutputItemAdded or + StreamingOutputItemDone or + StreamingContentPartAdded or + StreamingContentPartDone or + StreamingOutputTextDelta or + StreamingOutputTextDone or + StreamingFunctionCallArgumentsDelta or + StreamingFunctionCallArgumentsDone, $"Unknown event type: {evt.GetType().Name}"); } } @@ -439,8 +439,8 @@ evt is StreamingFunctionCallArgumentsDelta || public async Task ParseStreamingEvents_IdConsistency_ValidAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -449,7 +449,7 @@ public async Task ParseStreamingEvents_IdConsistency_ValidAsync() HttpClient client = await this.CreateTestServerAsync("streaming-id-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-id-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-id-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -459,7 +459,7 @@ public async Task ParseStreamingEvents_IdConsistency_ValidAsync() foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); string? responseId = null; @@ -499,7 +499,7 @@ public async Task ParseStreamingEvents_IdConsistency_ValidAsync() foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); string? itemId = evt switch { @@ -530,8 +530,8 @@ public async Task ParseStreamingEvents_IdConsistency_ValidAsync() public async Task ParseStreamingEvents_IndexConsistency_ValidAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -540,12 +540,12 @@ public async Task ParseStreamingEvents_IndexConsistency_ValidAsync() HttpClient client = await this.CreateTestServerAsync("streaming-index-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-index-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-index-agent", requestJson); // Assert - All events with output_index should have valid values foreach (var eventJson in ParseSseEvents(await httpResponse.Content.ReadAsStringAsync())) { - StreamingResponseEvent? evt = JsonSerializer.Deserialize(eventJson.GetRawText(), Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(eventJson.GetRawText(), OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); if (evt is StreamingOutputItemAdded or StreamingOutputItemDone or StreamingContentPartAdded or StreamingContentPartDone or @@ -587,8 +587,8 @@ public async Task ParseStreamingEvents_IndexConsistency_ValidAsync() public async Task ParseStreamingEvents_ResponseObjectEvolution_ValidAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -597,7 +597,7 @@ public async Task ParseStreamingEvents_ResponseObjectEvolution_ValidAsync() HttpClient client = await this.CreateTestServerAsync("streaming-evolution-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-evolution-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-evolution-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -607,7 +607,7 @@ public async Task ParseStreamingEvents_ResponseObjectEvolution_ValidAsync() foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); if (evt is StreamingResponseCreated created) @@ -655,8 +655,8 @@ public async Task ParseStreamingEvents_ResponseObjectEvolution_ValidAsync() public async Task ParseStreamingEvents_SseFormatCompliance_ValidAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -665,7 +665,7 @@ public async Task ParseStreamingEvents_SseFormatCompliance_ValidAsync() HttpClient client = await this.CreateTestServerAsync("streaming-sse-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-sse-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-sse-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); // Assert - SSE format validation @@ -699,8 +699,8 @@ public async Task ParseStreamingEvents_SseFormatCompliance_ValidAsync() public async Task ParseStreamingEvents_EventPairing_ValidAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -709,7 +709,7 @@ public async Task ParseStreamingEvents_EventPairing_ValidAsync() HttpClient client = await this.CreateTestServerAsync("streaming-pairing-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-pairing-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-pairing-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -722,7 +722,7 @@ public async Task ParseStreamingEvents_EventPairing_ValidAsync() foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); switch (evt) @@ -755,8 +755,8 @@ public async Task ParseStreamingEvents_EventPairing_ValidAsync() public async Task ParseStreamingEvents_NoDuplicateSequenceNumbers_ValidAsync() { // Arrange - string requestJson = LoadTraceFile("streaming/request.json"); - string expectedSseContent = LoadTraceFile("streaming/response.txt"); + string requestJson = LoadResponsesTraceFile("streaming/request.json"); + string expectedSseContent = LoadResponsesTraceFile("streaming/response.txt"); var expectedEvents = ParseSseEvents(expectedSseContent); var deltaEvents = expectedEvents.Where(e => e.GetProperty("type").GetString() == "response.output_text.delta").ToList(); @@ -765,7 +765,7 @@ public async Task ParseStreamingEvents_NoDuplicateSequenceNumbers_ValidAsync() HttpClient client = await this.CreateTestServerAsync("streaming-nodup-agent", "You are a helpful assistant.", expectedText); // Act - HttpResponseMessage httpResponse = await this.SendRequestAsync(client, "streaming-nodup-agent", requestJson); + HttpResponseMessage httpResponse = await this.SendResponsesRequestAsync(client, "streaming-nodup-agent", requestJson); string sseContent = await httpResponse.Content.ReadAsStringAsync(); var events = ParseSseEvents(sseContent); @@ -774,7 +774,7 @@ public async Task ParseStreamingEvents_NoDuplicateSequenceNumbers_ValidAsync() foreach (var eventJson in events) { string jsonString = eventJson.GetRawText(); - StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, Responses.ResponsesJsonContext.Default.StreamingResponseEvent); + StreamingResponseEvent? evt = JsonSerializer.Deserialize(jsonString, OpenAIHostingJsonContext.Default.StreamingResponseEvent); Assert.NotNull(evt); Assert.True(sequenceNumbers.Add(evt.SequenceNumber), diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/TestHelpers.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/TestHelpers.cs index 53d19574f08..11a0c1940dc 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/TestHelpers.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/TestHelpers.cs @@ -92,6 +92,102 @@ public void Dispose() } } + /// + /// Stateful mock implementation of IChatClient that returns different responses for each call. + /// + internal sealed class StatefulMockChatClient : IChatClient + { + private readonly string[] _responseTexts; + private int _callIndex; + + public StatefulMockChatClient(string[] responseTexts) + { + this._responseTexts = responseTexts; + this._callIndex = 0; + } + + public ChatClientMetadata Metadata { get; } = new("Test", new Uri("https://test.example.com"), "test-model"); + + public Task GetResponseAsync( + IEnumerable messages, + ChatOptions? options = null, + CancellationToken cancellationToken = default) + { + // Get the response text for this call + string responseText = this._callIndex < this._responseTexts.Length + ? this._responseTexts[this._callIndex] + : this._responseTexts[this._responseTexts.Length - 1]; + + this._callIndex++; + + // Count input messages to simulate context size + int messageCount = messages.Count(); + ChatMessage message = new(ChatRole.Assistant, responseText); + ChatResponse response = new([message]) + { + ModelId = "test-model", + FinishReason = ChatFinishReason.Stop, + Usage = new UsageDetails + { + InputTokenCount = 10 + (messageCount * 5), // More messages = more tokens + OutputTokenCount = 5, + TotalTokenCount = 15 + (messageCount * 5) + } + }; + return Task.FromResult(response); + } + + public async IAsyncEnumerable GetStreamingResponseAsync( + IEnumerable messages, + ChatOptions? options = null, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + await Task.Delay(1, cancellationToken); + + // Get the response text for this call + string responseText = this._callIndex < this._responseTexts.Length + ? this._responseTexts[this._callIndex] + : this._responseTexts[this._responseTexts.Length - 1]; + + this._callIndex++; + + // Count input messages to simulate context size + int messageCount = messages.Count(); + + // Split response into words to simulate streaming + string[] words = responseText.Split(' '); + for (int i = 0; i < words.Length; i++) + { + string content = i < words.Length - 1 ? words[i] + " " : words[i]; + ChatResponseUpdate update = new() + { + Contents = [new TextContent(content)], + Role = ChatRole.Assistant + }; + + // Add usage to the last update + if (i == words.Length - 1) + { + update.Contents.Add(new UsageContent(new UsageDetails + { + InputTokenCount = 10 + (messageCount * 5), + OutputTokenCount = 5, + TotalTokenCount = 15 + (messageCount * 5) + })); + } + + yield return update; + } + } + + public object? GetService(Type serviceType, object? serviceKey = null) => + serviceType.IsInstanceOfType(this) ? this : null; + + public void Dispose() + { + } + } + /// /// Mock implementation of IChatClient that returns responses with image content. /// @@ -256,7 +352,7 @@ internal sealed class FunctionCallMockChatClient : IChatClient public FunctionCallMockChatClient(string functionName = "test_function", string arguments = "{\"param\":\"value\"}") { this._functionName = functionName; - this._arguments = System.Text.Json.JsonSerializer.Deserialize>(arguments) ?? new Dictionary(); + this._arguments = System.Text.Json.JsonSerializer.Deserialize>(arguments) ?? []; } public ChatClientMetadata Metadata { get; } = new("Test", new Uri("https://test.example.com"), "test-model"); @@ -408,7 +504,89 @@ public void Dispose() } /// - /// Mock implementation of IChatClient that returns custom content based on a provider function. + /// Mock implementation of IChatClient that returns function call content for tool testing. + /// + internal sealed class ToolCallMockChatClient : IChatClient + { + private readonly string _functionName; + private readonly Dictionary _arguments; + + public ToolCallMockChatClient(string functionName, string argumentsJson) + { + this._functionName = functionName; + // Parse JSON arguments into dictionary + using var doc = System.Text.Json.JsonDocument.Parse(argumentsJson); + this._arguments = new Dictionary(); + foreach (var prop in doc.RootElement.EnumerateObject()) + { + this._arguments[prop.Name] = prop.Value.ValueKind switch + { + System.Text.Json.JsonValueKind.String => prop.Value.GetString(), + System.Text.Json.JsonValueKind.Number => prop.Value.GetDouble(), + System.Text.Json.JsonValueKind.True => true, + System.Text.Json.JsonValueKind.False => false, + System.Text.Json.JsonValueKind.Null => null, + _ => prop.Value.ToString() + }; + } + } + + public ChatClientMetadata Metadata { get; } = new("Test", new Uri("https://test.example.com"), "test-model"); + + public Task GetResponseAsync( + IEnumerable messages, + ChatOptions? options = null, + CancellationToken cancellationToken = default) + { + int messageCount = messages.Count(); + FunctionCallContent functionCall = new("call_test123", this._functionName, this._arguments); + ChatMessage message = new(ChatRole.Assistant, [functionCall]); + ChatResponse response = new([message]) + { + ModelId = "test-model", + FinishReason = ChatFinishReason.ToolCalls, + Usage = new UsageDetails + { + InputTokenCount = 10 + (messageCount * 5), + OutputTokenCount = 5, + TotalTokenCount = 15 + (messageCount * 5) + } + }; + return Task.FromResult(response); + } + + public async IAsyncEnumerable GetStreamingResponseAsync( + IEnumerable messages, + ChatOptions? options = null, + [EnumeratorCancellation] CancellationToken cancellationToken = default) + { + await Task.Delay(1, cancellationToken); + + int messageCount = messages.Count(); + FunctionCallContent functionCall = new("call_test123", this._functionName, this._arguments); + + yield return new ChatResponseUpdate + { + Contents = [functionCall, new UsageContent(new UsageDetails + { + InputTokenCount = 10 + (messageCount * 5), + OutputTokenCount = 5, + TotalTokenCount = 15 + (messageCount * 5) + })], + Role = ChatRole.Assistant + }; + } + + public object? GetService(Type serviceType, object? serviceKey = null) => + serviceType.IsInstanceOfType(this) ? this : null; + + public void Dispose() + { + } + } + + /// + /// Custom content mock implementation of IChatClient that returns custom content based on a provider function. /// internal sealed class CustomContentMockChatClient : IChatClient { diff --git a/dotnet/tests/Microsoft.Agents.AI.Hosting.UnitTests/HostApplicationBuilderWorkflowExtensionsTests.cs b/dotnet/tests/Microsoft.Agents.AI.Hosting.UnitTests/HostApplicationBuilderWorkflowExtensionsTests.cs index 6c4250943e7..fc96af2637e 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Hosting.UnitTests/HostApplicationBuilderWorkflowExtensionsTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Hosting.UnitTests/HostApplicationBuilderWorkflowExtensionsTests.cs @@ -233,6 +233,197 @@ public void AddSequentialWorkflow_EmptyAgentBuilders_Throws() Assert.Equal("agentBuilders", exception.ParamName); } + /// + /// Verifies that AddAsAIAgent without a name parameter uses the workflow name as the agent name. + /// + [Fact] + public void AddAsAIAgent_WithoutName_UsesWorkflowName() + { + var builder = new HostApplicationBuilder(); + const string WorkflowName = "testWorkflow"; + var workflowBuilder = builder.AddWorkflow(WorkflowName, (sp, key) => CreateTestWorkflow(key)); + + var agentBuilder = workflowBuilder.AddAsAIAgent(); + + Assert.NotNull(agentBuilder); + + // Verify workflow is registered with workflow name + var workflowDescriptor = builder.Services.FirstOrDefault( + d => (d.ServiceKey as string) == WorkflowName && d.ServiceType == typeof(Workflow)); + Assert.NotNull(workflowDescriptor); + + // Verify agent is registered with workflow name + var agentDescriptor = builder.Services.FirstOrDefault( + d => (d.ServiceKey as string) == WorkflowName && d.ServiceType == typeof(AIAgent)); + Assert.NotNull(agentDescriptor); + } + + /// + /// Verifies that AddAsAIAgent with a name parameter uses that name instead of the workflow name. + /// + [Fact] + public void AddAsAIAgent_WithName_UsesProvidedName() + { + var builder = new HostApplicationBuilder(); + const string WorkflowName = "testWorkflow"; + const string AgentName = "testAgent"; + var workflowBuilder = builder.AddWorkflow(WorkflowName, (sp, key) => CreateTestWorkflow(key)); + + var agentBuilder = workflowBuilder.AddAsAIAgent(AgentName); + + Assert.NotNull(agentBuilder); + + // Verify workflow is registered with workflow name + var workflowDescriptor = builder.Services.FirstOrDefault( + d => (d.ServiceKey as string) == WorkflowName && d.ServiceType == typeof(Workflow)); + Assert.NotNull(workflowDescriptor); + + // Verify agent is registered with agent name (not workflow name) + var agentDescriptor = builder.Services.FirstOrDefault( + d => (d.ServiceKey as string) == AgentName && d.ServiceType == typeof(AIAgent)); + Assert.NotNull(agentDescriptor); + + // Verify no agent registered with workflow name + var wrongAgentDescriptor = builder.Services.FirstOrDefault( + d => (d.ServiceKey as string) == WorkflowName && d.ServiceType == typeof(AIAgent)); + Assert.NotSame(workflowDescriptor, wrongAgentDescriptor); + } + + /// + /// Verifies that AddAsAIAgent correctly retrieves the workflow using the workflow name, not the agent name. + /// + [Fact] + public void AddAsAIAgent_WithDifferentName_RetrievesWorkflowCorrectly() + { + var builder = new HostApplicationBuilder(); + const string WorkflowName = "myWorkflow"; + const string AgentName = "myAgent"; + + var workflowBuilder = builder.AddWorkflow(WorkflowName, (sp, key) => CreateTestWorkflow(key)); + workflowBuilder.AddAsAIAgent(AgentName); + + var serviceProvider = builder.Build().Services; + + // Act - Get the agent using the agent name + var agent = serviceProvider.GetRequiredKeyedService(AgentName); + + Assert.NotNull(agent); + Assert.Equal(AgentName, agent.Name); + + // Verify that we can still get the workflow using the workflow name + var workflow = serviceProvider.GetRequiredKeyedService(WorkflowName); + Assert.NotNull(workflow); + Assert.Equal(WorkflowName, workflow.Name); + } + + /// + /// Verifies that AddAsAIAgent returns IHostedAgentBuilder with correct name. + /// + [Fact] + public void AddAsAIAgent_ReturnsHostedAgentBuilder() + { + var builder = new HostApplicationBuilder(); + const string WorkflowName = "testWorkflow"; + const string AgentName = "testAgent"; + var workflowBuilder = builder.AddWorkflow(WorkflowName, (sp, key) => CreateTestWorkflow(key)); + + var agentBuilder = workflowBuilder.AddAsAIAgent(AgentName); + + Assert.NotNull(agentBuilder); + Assert.IsAssignableFrom(agentBuilder); + Assert.Equal(AgentName, agentBuilder.Name); + } + + /// + /// Verifies that AddAsAIAgent without name returns IHostedAgentBuilder with workflow name. + /// + [Fact] + public void AddAsAIAgent_WithoutName_ReturnsHostedAgentBuilderWithWorkflowName() + { + var builder = new HostApplicationBuilder(); + const string WorkflowName = "testWorkflow"; + var workflowBuilder = builder.AddWorkflow(WorkflowName, (sp, key) => CreateTestWorkflow(key)); + + var agentBuilder = workflowBuilder.AddAsAIAgent(); + + Assert.NotNull(agentBuilder); + Assert.IsAssignableFrom(agentBuilder); + Assert.Equal(WorkflowName, agentBuilder.Name); + } + + /// + /// Verifies that AddAsAIAgent can chain multiple agents from the same workflow. + /// + [Fact] + public void AddAsAIAgent_MultipleAgents_FromSameWorkflow() + { + var builder = new HostApplicationBuilder(); + const string WorkflowName = "testWorkflow"; + var workflowBuilder = builder.AddWorkflow(WorkflowName, (sp, key) => CreateTestWorkflow(key)); + + var agentBuilder1 = workflowBuilder.AddAsAIAgent("agent1"); + var agentBuilder2 = workflowBuilder.AddAsAIAgent("agent2"); + + Assert.NotNull(agentBuilder1); + Assert.NotNull(agentBuilder2); + + // Verify both agents are registered + var agentDescriptor1 = builder.Services.FirstOrDefault( + d => (d.ServiceKey as string) == "agent1" && d.ServiceType == typeof(AIAgent)); + var agentDescriptor2 = builder.Services.FirstOrDefault( + d => (d.ServiceKey as string) == "agent2" && d.ServiceType == typeof(AIAgent)); + + Assert.NotNull(agentDescriptor1); + Assert.NotNull(agentDescriptor2); + + // Verify workflow is registered only once + var workflowDescriptors = builder.Services.Where( + d => (d.ServiceKey as string) == WorkflowName && d.ServiceType == typeof(Workflow)).ToList(); + Assert.Single(workflowDescriptors); + } + + /// + /// Verifies that AddAsAIAgent with null name behaves the same as the parameterless overload. + /// + [Fact] + public void AddAsAIAgent_WithNullName_UsesWorkflowName() + { + var builder = new HostApplicationBuilder(); + const string WorkflowName = "testWorkflow"; + var workflowBuilder = builder.AddWorkflow(WorkflowName, (sp, key) => CreateTestWorkflow(key)); + + var agentBuilder = workflowBuilder.AddAsAIAgent(name: null); + + Assert.NotNull(agentBuilder); + Assert.Equal(WorkflowName, agentBuilder.Name); + + // Verify agent is registered with workflow name + var agentDescriptor = builder.Services.FirstOrDefault( + d => (d.ServiceKey as string) == WorkflowName && d.ServiceType == typeof(AIAgent)); + Assert.NotNull(agentDescriptor); + } + + /// + /// Verifies that AddAsAIAgent with empty string name uses empty string as agent name. + /// + [Fact] + public void AddAsAIAgent_WithEmptyName_UsesEmptyStringAsAgentName() + { + var builder = new HostApplicationBuilder(); + const string WorkflowName = "testWorkflow"; + var workflowBuilder = builder.AddWorkflow(WorkflowName, (sp, key) => CreateTestWorkflow(key)); + + var agentBuilder = workflowBuilder.AddAsAIAgent(name: ""); + + Assert.NotNull(agentBuilder); + Assert.Equal("", agentBuilder.Name); + + // Verify agent is registered with empty string name + var agentDescriptor = builder.Services.FirstOrDefault( + d => d.ServiceKey is string s && s.Length == 0 && d.ServiceType == typeof(AIAgent)); + Assert.NotNull(agentDescriptor); + } + /// /// Helper method to create a simple test workflow with a given name. /// diff --git a/dotnet/tests/Microsoft.Agents.AI.Mem0.IntegrationTests/Mem0ProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.Mem0.IntegrationTests/Mem0ProviderTests.cs index 0b9594845ad..5240eccd052 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Mem0.IntegrationTests/Mem0ProviderTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Mem0.IntegrationTests/Mem0ProviderTests.cs @@ -45,8 +45,8 @@ public async Task CanAddAndRetrieveUserMemoriesAsync() // Arrange var question = new ChatMessage(ChatRole.User, "What is my name?"); var input = new ChatMessage(ChatRole.User, "Hello, my name is Caoimhe."); - var options = new Mem0ProviderOptions { ThreadId = "it-thread-1", UserId = "it-user-1" }; - var sut = new Mem0Provider(this._httpClient, options); + var storageScope = new Mem0ProviderScope { ThreadId = "it-thread-1", UserId = "it-user-1" }; + var sut = new Mem0Provider(this._httpClient, storageScope); await sut.ClearStoredMemoriesAsync(); var ctxBefore = await sut.InvokingAsync(new AIContextProvider.InvokingContext(new[] { question })); @@ -69,8 +69,8 @@ public async Task CanAddAndRetrieveAgentMemoriesAsync() // Arrange var question = new ChatMessage(ChatRole.User, "What is your name?"); var assistantIntro = new ChatMessage(ChatRole.Assistant, "Hello, I'm a friendly assistant and my name is Caoimhe."); - var options = new Mem0ProviderOptions { AgentId = "it-agent-1" }; - var sut = new Mem0Provider(this._httpClient, options); + var storageScope = new Mem0ProviderScope { AgentId = "it-agent-1" }; + var sut = new Mem0Provider(this._httpClient, storageScope); await sut.ClearStoredMemoriesAsync(); var ctxBefore = await sut.InvokingAsync(new AIContextProvider.InvokingContext(new[] { question })); @@ -93,8 +93,8 @@ public async Task DoesNotLeakMemoriesAcrossAgentScopesAsync() // Arrange var question = new ChatMessage(ChatRole.User, "What is your name?"); var assistantIntro = new ChatMessage(ChatRole.Assistant, "I'm an AI tutor and my name is Caoimhe."); - var sut1 = new Mem0Provider(this._httpClient, new Mem0ProviderOptions { AgentId = "it-agent-a" }); - var sut2 = new Mem0Provider(this._httpClient, new Mem0ProviderOptions { AgentId = "it-agent-b" }); + var sut1 = new Mem0Provider(this._httpClient, new Mem0ProviderScope { AgentId = "it-agent-a" }); + var sut2 = new Mem0Provider(this._httpClient, new Mem0ProviderScope { AgentId = "it-agent-b" }); await sut1.ClearStoredMemoriesAsync(); await sut2.ClearStoredMemoriesAsync(); diff --git a/dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Mem0ProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Mem0ProviderTests.cs index ae97aed78cc..46a5482f155 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Mem0ProviderTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Mem0ProviderTests.cs @@ -48,35 +48,35 @@ public void Constructor_Throws_WhenBaseAddressMissing() using HttpClient client = new(); // Act & Assert - var ex = Assert.Throws(() => new Mem0Provider(client)); + var ex = Assert.Throws(() => new Mem0Provider(client, new Mem0ProviderScope() { ThreadId = "tid" })); Assert.StartsWith("The HttpClient BaseAddress must be set for Mem0 operations.", ex.Message); } [Fact] - public void Constructor_Defaults_Scopes() + public void Constructor_Throws_WhenNoStorageScopeValueIsSet() { - // Arrange & Act - var sut = new Mem0Provider(this._httpClient); + // Act & Assert + var ex = Assert.Throws(() => new Mem0Provider(this._httpClient, new Mem0ProviderScope())); + Assert.StartsWith("At least one of ApplicationId, AgentId, ThreadId, or UserId must be provided for the storage scope.", ex.Message); + } - // Assert - Assert.Null(sut.ApplicationId); - Assert.Null(sut.AgentId); - Assert.Null(sut.ThreadId); - Assert.Null(sut.UserId); + [Fact] + public void Constructor_Throws_WhenNoSearchScopeValueIsSet() + { + // Act & Assert + var ex = Assert.Throws(() => new Mem0Provider(this._httpClient, new Mem0ProviderScope() { ThreadId = "tid" }, new Mem0ProviderScope())); + Assert.StartsWith("At least one of ApplicationId, AgentId, ThreadId, or UserId must be provided for the search scope.", ex.Message); } [Fact] - public void DeserializingConstructor_Defaults_Scopes() + public void DeserializingConstructor_Throws_WithEmptyJsonElement() { - // Arrange & Act + // Arrange var jsonElement = JsonSerializer.SerializeToElement(new object(), Mem0JsonUtilities.DefaultOptions); - var sut = new Mem0Provider(this._httpClient, jsonElement); - // Assert - Assert.Null(sut.ApplicationId); - Assert.Null(sut.AgentId); - Assert.Null(sut.ThreadId); - Assert.Null(sut.UserId); + // Act & Assert + var ex = Assert.Throws(() => new Mem0Provider(this._httpClient, jsonElement)); + Assert.StartsWith("The Mem0Provider state did not contain the required scope properties.", ex.Message); } [Fact] @@ -84,14 +84,14 @@ public async Task InvokingAsync_PerformsSearch_AndReturnsContextMessageAsync() { // Arrange this._handler.EnqueueJsonResponse("[ { \"id\": \"1\", \"memory\": \"Name is Caoimhe\", \"hash\": \"h\", \"metadata\": null, \"score\": 0.9, \"created_at\": \"2023-01-01T00:00:00Z\", \"updated_at\": null, \"user_id\": \"u\", \"app_id\": null, \"agent_id\": \"agent\", \"session_id\": \"thread\" } ]"); - var options = new Mem0ProviderOptions + var storageScope = new Mem0ProviderScope { ApplicationId = "app", AgentId = "agent", ThreadId = "thread", UserId = "user" }; - var sut = new Mem0Provider(this._httpClient, options, this._loggerFactoryMock.Object); + var sut = new Mem0Provider(this._httpClient, storageScope, loggerFactory: this._loggerFactoryMock.Object); var invokingContext = new AIContextProvider.InvokingContext(new[] { new ChatMessage(ChatRole.User, "What is my name?") }); // Act @@ -137,8 +137,8 @@ public async Task InvokedAsync_PersistsAllowedMessagesAsync() this._handler.EnqueueEmptyOk(); // For first CreateMemory this._handler.EnqueueEmptyOk(); // For second CreateMemory this._handler.EnqueueEmptyOk(); // For third CreateMemory - var options = new Mem0ProviderOptions { ApplicationId = "a", AgentId = "b", ThreadId = "c", UserId = "d" }; - var sut = new Mem0Provider(this._httpClient, options); + var storageScope = new Mem0ProviderScope { ApplicationId = "a", AgentId = "b", ThreadId = "c", UserId = "d" }; + var sut = new Mem0Provider(this._httpClient, storageScope); var requestMessages = new List { @@ -168,8 +168,8 @@ public async Task InvokedAsync_PersistsAllowedMessagesAsync() public async Task InvokedAsync_PersistsNothingForFailedRequestAsync() { // Arrange - var options = new Mem0ProviderOptions { ApplicationId = "a", AgentId = "b", ThreadId = "c", UserId = "d" }; - var sut = new Mem0Provider(this._httpClient, options); + var storageScope = new Mem0ProviderScope { ApplicationId = "a", AgentId = "b", ThreadId = "c", UserId = "d" }; + var sut = new Mem0Provider(this._httpClient, storageScope); var requestMessages = new List { @@ -189,8 +189,8 @@ public async Task InvokedAsync_PersistsNothingForFailedRequestAsync() public async Task InvokedAsync_ShouldNotThrow_WhenStorageFailsAsync() { // Arrange - var options = new Mem0ProviderOptions { ApplicationId = "a", AgentId = "b", ThreadId = "c", UserId = "d" }; - var sut = new Mem0Provider(this._httpClient, options, this._loggerFactoryMock.Object); + var storageScope = new Mem0ProviderScope { ApplicationId = "a", AgentId = "b", ThreadId = "c", UserId = "d" }; + var sut = new Mem0Provider(this._httpClient, storageScope, loggerFactory: this._loggerFactoryMock.Object); this._handler.EnqueueEmptyInternalServerError(); var requestMessages = new List @@ -222,8 +222,8 @@ public async Task InvokedAsync_ShouldNotThrow_WhenStorageFailsAsync() public async Task ClearStoredMemoriesAsync_SendsDeleteWithQueryAsync() { // Arrange - var options = new Mem0ProviderOptions { ApplicationId = "app", AgentId = "agent", ThreadId = "thread", UserId = "user" }; - var sut = new Mem0Provider(this._httpClient, options); + var storageScope = new Mem0ProviderScope { ApplicationId = "app", AgentId = "agent", ThreadId = "thread", UserId = "user" }; + var sut = new Mem0Provider(this._httpClient, storageScope); this._handler.EnqueueEmptyOk(); // for DELETE // Act @@ -235,80 +235,39 @@ public async Task ClearStoredMemoriesAsync_SendsDeleteWithQueryAsync() } [Fact] - public void Properties_Roundtrip() - { - // Arrange - var options = new Mem0ProviderOptions { ApplicationId = "app", AgentId = "agent", ThreadId = "thread", UserId = "user" }; - var sut = new Mem0Provider(this._httpClient, options); - - // Assert - Assert.Equal("app", sut.ApplicationId); - Assert.Equal("agent", sut.AgentId); - Assert.Equal("thread", sut.ThreadId); - Assert.Equal("user", sut.UserId); - - // Act - sut.ApplicationId = "app2"; - sut.AgentId = "agent2"; - sut.ThreadId = "thread2"; - sut.UserId = "user2"; - - // Assert - Assert.Equal("app2", sut.ApplicationId); - Assert.Equal("agent2", sut.AgentId); - Assert.Equal("thread2", sut.ThreadId); - Assert.Equal("user2", sut.UserId); - } - - [Fact] - public void Serialize_Deserialize_Roundtrips() + public void Serialize_RoundTripsScopes() { // Arrange - var options = new Mem0ProviderOptions { ApplicationId = "app", AgentId = "agent", ThreadId = "thread", UserId = "user" }; - var sut = new Mem0Provider(this._httpClient, options); - - // Act - var stateElement = sut.Serialize(); - var sut2 = new Mem0Provider(this._httpClient, stateElement); - - // Assert - Assert.Equal("app", sut.ApplicationId); - Assert.Equal("agent", sut.AgentId); - Assert.Equal("thread", sut.ThreadId); - Assert.Equal("user", sut.UserId); - - Assert.Equal("app", sut2.ApplicationId); - Assert.Equal("agent", sut2.AgentId); - Assert.Equal("thread", sut2.ThreadId); - Assert.Equal("user", sut2.UserId); - } - - [Fact] - public void Serialize_RoundTripsCustomContextPrompt() - { - // Arrange - var options = new Mem0ProviderOptions { ApplicationId = "app", AgentId = "agent", ThreadId = "thread", UserId = "user", ContextPrompt = "Custom:" }; - var sut = new Mem0Provider(this._httpClient, options); + var storageScope = new Mem0ProviderScope { ApplicationId = "app", AgentId = "agent", ThreadId = "thread", UserId = "user" }; + var sut = new Mem0Provider(this._httpClient, storageScope, options: new() { ContextPrompt = "Custom:" }, loggerFactory: this._loggerFactoryMock.Object); // Act var stateElement = sut.Serialize(); using JsonDocument doc = JsonDocument.Parse(stateElement.GetRawText()); - Assert.Equal("Custom:", doc.RootElement.GetProperty("contextPrompt").GetString()); + var storageScopeElement = doc.RootElement.GetProperty("storageScope"); + Assert.Equal("app", storageScopeElement.GetProperty("applicationId").GetString()); + Assert.Equal("agent", storageScopeElement.GetProperty("agentId").GetString()); + Assert.Equal("thread", storageScopeElement.GetProperty("threadId").GetString()); + Assert.Equal("user", storageScopeElement.GetProperty("userId").GetString()); var sut2 = new Mem0Provider(this._httpClient, stateElement); var stateElement2 = sut2.Serialize(); // Assert using JsonDocument doc2 = JsonDocument.Parse(stateElement2.GetRawText()); - Assert.Equal("Custom:", doc2.RootElement.GetProperty("contextPrompt").GetString()); + var storageScopeElement2 = doc2.RootElement.GetProperty("storageScope"); + Assert.Equal("app", storageScopeElement2.GetProperty("applicationId").GetString()); + Assert.Equal("agent", storageScopeElement2.GetProperty("agentId").GetString()); + Assert.Equal("thread", storageScopeElement2.GetProperty("threadId").GetString()); + Assert.Equal("user", storageScopeElement2.GetProperty("userId").GetString()); } [Fact] public void Serialize_DoesNotIncludeDefaultContextPrompt() { // Arrange - var options = new Mem0ProviderOptions { ApplicationId = "app" }; - var sut = new Mem0Provider(this._httpClient, options); + var storageScope = new Mem0ProviderScope { ApplicationId = "app" }; + var sut = new Mem0Provider(this._httpClient, storageScope); // Act var stateElement = sut.Serialize(); @@ -318,23 +277,12 @@ public void Serialize_DoesNotIncludeDefaultContextPrompt() Assert.False(doc.RootElement.TryGetProperty("contextPrompt", out _)); } - [Fact] - public async Task InvokingAsync_Throws_WhenNoScopesAsync() - { - // Arrange - var sut = new Mem0Provider(this._httpClient, new Mem0ProviderOptions()); - var ctx = new AIContextProvider.InvokingContext(new[] { new ChatMessage(ChatRole.User, "Test") }); - - // Act & Assert - await Assert.ThrowsAsync(() => sut.InvokingAsync(ctx).AsTask()); - } - [Fact] public async Task InvokingAsync_ShouldNotThrow_WhenSearchFailsAsync() { // Arrange - var options = new Mem0ProviderOptions { ApplicationId = "app" }; - var provider = new Mem0Provider(this._httpClient, options, loggerFactory: this._loggerFactoryMock.Object); + var storageScope = new Mem0ProviderScope { ApplicationId = "app" }; + var provider = new Mem0Provider(this._httpClient, storageScope, loggerFactory: this._loggerFactoryMock.Object); var invokingContext = new AIContextProvider.InvokingContext(new[] { new ChatMessage(ChatRole.User, "Q?") }); // Act diff --git a/dotnet/tests/Microsoft.Agents.AI.UnitTests/Data/TextSearchProviderTests.cs b/dotnet/tests/Microsoft.Agents.AI.UnitTests/Data/TextSearchProviderTests.cs index 831c8433376..be1e901499c 100644 --- a/dotnet/tests/Microsoft.Agents.AI.UnitTests/Data/TextSearchProviderTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.UnitTests/Data/TextSearchProviderTests.cs @@ -58,7 +58,7 @@ public async Task InvokingAsync_ShouldInjectFormattedResultsAsync(string? overri ContextPrompt = overrideContextPrompt, CitationsPrompt = overrideCitationsPrompt }; - var provider = new TextSearchProvider(SearchDelegateAsync, options, withLogging ? this._loggerFactoryMock.Object : null); + var provider = new TextSearchProvider(SearchDelegateAsync, default, null, options, withLogging ? this._loggerFactoryMock.Object : null); var invokingContext = new AIContextProvider.InvokingContext(new[] { @@ -135,7 +135,7 @@ public async Task InvokingAsync_OnDemand_ShouldExposeSearchToolAsync(string? ove FunctionToolName = overrideName, FunctionToolDescription = overrideDescription }; - var provider = new TextSearchProvider(this.NoResultSearchAsync, options); + var provider = new TextSearchProvider(this.NoResultSearchAsync, default, null, options); var invokingContext = new AIContextProvider.InvokingContext(new[] { new ChatMessage(ChatRole.User, "Q?") }); // Act @@ -154,7 +154,7 @@ public async Task InvokingAsync_OnDemand_ShouldExposeSearchToolAsync(string? ove public async Task InvokingAsync_ShouldNotThrow_WhenSearchFailsAsync() { // Arrange - var provider = new TextSearchProvider(this.FailingSearchAsync, loggerFactory: this._loggerFactoryMock.Object); + var provider = new TextSearchProvider(this.FailingSearchAsync, default, null, loggerFactory: this._loggerFactoryMock.Object); var invokingContext = new AIContextProvider.InvokingContext(new[] { new ChatMessage(ChatRole.User, "Q?") }); // Act @@ -195,7 +195,7 @@ public async Task SearchAsync_ShouldReturnFormattedResultsAsync(string? override ContextPrompt = overrideContextPrompt, CitationsPrompt = overrideCitationsPrompt }; - var provider = new TextSearchProvider(SearchDelegateAsync, options); + var provider = new TextSearchProvider(SearchDelegateAsync, default, null, options); // Act var formatted = await provider.SearchAsync("Sample user question?", CancellationToken.None); @@ -247,7 +247,7 @@ public async Task InvokingAsync_ShouldUseContextFormatterWhenProvidedAsync() SearchTime = TextSearchProviderOptions.TextSearchBehavior.BeforeAIInvoke, ContextFormatter = r => $"Custom formatted context with {r.Count} results." }; - var provider = new TextSearchProvider(SearchDelegateAsync, options); + var provider = new TextSearchProvider(SearchDelegateAsync, default, null, options); var invokingContext = new AIContextProvider.InvokingContext(new[] { new ChatMessage(ChatRole.User, "Q?") }); // Act @@ -281,7 +281,7 @@ public async Task InvokingAsync_WithRawRepresentations_ContextFormatterCanAccess SearchTime = TextSearchProviderOptions.TextSearchBehavior.BeforeAIInvoke, ContextFormatter = r => string.Join(",", r.Select(x => ((RawPayload)x.RawRepresentation!).Id)) }; - var provider = new TextSearchProvider(SearchDelegateAsync, options); + var provider = new TextSearchProvider(SearchDelegateAsync, default, null, options); var invokingContext = new AIContextProvider.InvokingContext(new[] { new ChatMessage(ChatRole.User, "Q?") }); // Act @@ -298,7 +298,7 @@ public async Task InvokingAsync_WithNoResults_ShouldReturnEmptyContextAsync() { // Arrange var options = new TextSearchProviderOptions { SearchTime = TextSearchProviderOptions.TextSearchBehavior.BeforeAIInvoke }; - var provider = new TextSearchProvider(this.NoResultSearchAsync, options); + var provider = new TextSearchProvider(this.NoResultSearchAsync, default, null, options); var invokingContext = new AIContextProvider.InvokingContext(new[] { new ChatMessage(ChatRole.User, "Q?") }); // Act @@ -327,7 +327,7 @@ public async Task InvokingAsync_WithPreviousFailedRequest_ShouldNotIncludeFailed capturedInput = input; return Task.FromResult>([]); // No results needed. } - var provider = new TextSearchProvider(SearchDelegateAsync, options); + var provider = new TextSearchProvider(SearchDelegateAsync, default, null, options); // Populate memory with more messages than the limit (A,B,C,D) -> should retain B,C,D var initialMessages = new[] @@ -367,7 +367,7 @@ public async Task InvokingAsync_WithRecentMessageMemory_ShouldIncludeStoredMessa capturedInput = input; return Task.FromResult>([]); // No results needed. } - var provider = new TextSearchProvider(SearchDelegateAsync, options); + var provider = new TextSearchProvider(SearchDelegateAsync, default, null, options); // Populate memory with more messages than the limit (A,B,C,D) -> should retain B,C,D var initialMessages = new[] @@ -407,7 +407,7 @@ public async Task InvokingAsync_WithAccumulatedMemoryAcrossInvocations_ShouldInc capturedInput = input; return Task.FromResult>([]); } - var provider = new TextSearchProvider(SearchDelegateAsync, options); + var provider = new TextSearchProvider(SearchDelegateAsync, default, null, options); // First memory update (A,B) await provider.InvokedAsync(new(new[] @@ -449,7 +449,7 @@ public async Task InvokingAsync_WithRecentMessageRolesIncluded_ShouldFilterRoles capturedInput = input; return Task.FromResult>([]); // No results needed for this test. } - var provider = new TextSearchProvider(SearchDelegateAsync, options); + var provider = new TextSearchProvider(SearchDelegateAsync, default, null, options); // Populate memory with mixed roles; only Assistant messages (A1,A2) should be retained. var initialMessages = new[] @@ -486,7 +486,7 @@ public void Serialize_WithNoRecentMessages_ShouldReturnEmptyState() SearchTime = TextSearchProviderOptions.TextSearchBehavior.BeforeAIInvoke, RecentMessageMemoryLimit = 3 }; - var provider = new TextSearchProvider(this.NoResultSearchAsync, options); + var provider = new TextSearchProvider(this.NoResultSearchAsync, default, null, options); // Act var state = provider.Serialize(); @@ -506,7 +506,7 @@ public async Task Serialize_WithRecentMessages_ShouldPersistMessagesUpToLimitAsy RecentMessageMemoryLimit = 3, RecentMessageRolesIncluded = [ChatRole.User, ChatRole.Assistant] }; - var provider = new TextSearchProvider(this.NoResultSearchAsync, options); + var provider = new TextSearchProvider(this.NoResultSearchAsync, default, null, options); var messages = new[] { new ChatMessage(ChatRole.User, "M1"), @@ -536,7 +536,7 @@ public async Task SerializeAndDeserialize_RoundtripRestoresMessagesAsync() RecentMessageMemoryLimit = 4, RecentMessageRolesIncluded = [ChatRole.User, ChatRole.Assistant] }; - var provider = new TextSearchProvider(this.NoResultSearchAsync, options); + var provider = new TextSearchProvider(this.NoResultSearchAsync, default, null, options); var messages = new[] { new ChatMessage(ChatRole.User, "A"), @@ -571,7 +571,7 @@ public async Task SerializeAndDeserialize_RoundtripRestoresMessagesAsync() public async Task Deserialize_WithChangedLowerLimit_ShouldTruncateToNewLimitAsync() { // Arrange - var initialProvider = new TextSearchProvider(this.NoResultSearchAsync, new TextSearchProviderOptions + var initialProvider = new TextSearchProvider(this.NoResultSearchAsync, default, null, new TextSearchProviderOptions { SearchTime = TextSearchProviderOptions.TextSearchBehavior.BeforeAIInvoke, RecentMessageMemoryLimit = 5, diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/AddConversationMessage.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/AddConversationMessage.cs index 5b86a2c0fb3..5692130893e 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/AddConversationMessage.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/AddConversationMessage.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -114,6 +114,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(workflowTest, addMessage); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ClearAllVariables.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ClearAllVariables.cs index 23f9655c083..ab67854e51d 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ClearAllVariables.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ClearAllVariables.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -80,6 +80,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(myWorkflow, clearAll); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/Condition.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/Condition.cs index 2107c642ec9..2e38cc18590 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/Condition.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/Condition.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -175,6 +175,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(conditionItemEvenactionsPost, conditionItemEvenPost); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ConditionElse.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ConditionElse.cs index 0deafc2e28a..8aebc5c8a8f 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ConditionElse.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ConditionElse.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -167,6 +167,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(conditionGroupTestelseactionsPost, conditionGroupTestPost); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CopyConversationMessages.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CopyConversationMessages.cs index e9ca90fd837..c5a1fc88fd3 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CopyConversationMessages.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CopyConversationMessages.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -90,6 +90,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(workflowTest, copyMessages); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CreateConversation.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CreateConversation.cs index edba4422303..21e86a57657 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CreateConversation.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/CreateConversation.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -83,6 +83,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(workflowTest, conversationCreate); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EditTable.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EditTable.cs index 02fdd4ee9a9..0c612dcae99 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EditTable.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EditTable.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -82,6 +82,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(myWorkflow, setVar); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EditTableV2.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EditTableV2.cs index 02fdd4ee9a9..0c612dcae99 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EditTableV2.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EditTableV2.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -82,6 +82,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(myWorkflow, setVar); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndConversation.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndConversation.cs index 5d59c0f7ae3..9cf72036fd8 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndConversation.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndConversation.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -89,6 +89,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(endAllRestart, sendActivity1); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.cs index 5d59c0f7ae3..9cf72036fd8 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/EndDialog.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -89,6 +89,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(endAllRestart, sendActivity1); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/Goto.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/Goto.cs index 112e315d3da..d684232acf3 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/Goto.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/Goto.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -138,6 +138,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(sendActivity3, endAll); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/InvokeAgent.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/InvokeAgent.cs index 780d45e583a..efb5b297199 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/InvokeAgent.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/InvokeAgent.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -109,6 +109,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(myWorkflow, invokeAgent); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopBreak.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopBreak.cs index 678ba4c370c..f9bd0b6bd85 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopBreak.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopBreak.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -180,6 +180,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(foreachLoopEnd, foreachLoopNext); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopContinue.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopContinue.cs index 32147adf76f..507f99995cb 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopContinue.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopContinue.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -180,6 +180,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(foreachLoopEnd, foreachLoopNext); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopEach.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopEach.cs index 0d4f7470afd..6d141cfe21c 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopEach.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/LoopEach.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -176,6 +176,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(foreachLoopEnd, foreachLoopNext); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ParseValue.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ParseValue.cs index e975d390c1b..55d4ba1efb3 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ParseValue.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ParseValue.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -101,6 +101,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(setVar, parseVar); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ResetVariable.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ResetVariable.cs index e71641023a6..a8208ff74a4 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ResetVariable.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/ResetVariable.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -98,6 +98,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(setVar, clearVar); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/RetrieveConversationMessage.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/RetrieveConversationMessage.cs index 38bcbbca338..b45acec1f8e 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/RetrieveConversationMessage.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/RetrieveConversationMessage.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -86,6 +86,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(workflowTest, getMessageSingle); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/RetrieveConversationMessages.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/RetrieveConversationMessages.cs index de4c56e9e64..781012910c0 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/RetrieveConversationMessages.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/RetrieveConversationMessages.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -99,6 +99,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(workflowTest, getMessagesAll); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SendActivity.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SendActivity.cs index baf83d79e69..69a99467ca0 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SendActivity.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SendActivity.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -105,6 +105,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(setInput, activityInput); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SetTextVariable.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SetTextVariable.cs index 36f4e7922dd..98b3bf23511 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SetTextVariable.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SetTextVariable.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -85,6 +85,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(myWorkflow, setText); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SetVariable.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SetVariable.cs index d05f4d1d94b..84bf8ff5f56 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SetVariable.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Workflows/SetVariable.cs @@ -1,4 +1,4 @@ -// ------------------------------------------------------------------------------ +// ------------------------------------------------------------------------------ // // This code was generated by a tool. // @@ -82,6 +82,6 @@ public static Workflow CreateWorkflow( builder.AddEdge(myWorkflow, setVar); // Build the workflow - return builder.Build(); + return builder.Build(validateOrphans: false); } -} \ No newline at end of file +} diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Sample/07_GroupChat_Workflow_HostAsAgent.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Sample/07_GroupChat_Workflow_HostAsAgent.cs index ffc4d0ba354..1739fe7a34a 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Sample/07_GroupChat_Workflow_HostAsAgent.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Sample/07_GroupChat_Workflow_HostAsAgent.cs @@ -22,6 +22,11 @@ public static async ValueTask RunAsync(TextWriter writer, IWorkflowExecutionEnvi AgentThread thread = agent.GetNewThread(); await foreach (AgentRunResponseUpdate update in agent.RunStreamingAsync(thread).ConfigureAwait(false)) { + if (update.RawRepresentation is WorkflowEvent) + { + // Skip workflow status updates + continue; + } string updateText = $"{update.AuthorName ?? update.AgentId ?? update.Role.ToString() diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Sample/09_Subworkflow_ExternalRequest.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Sample/09_Subworkflow_ExternalRequest.cs index aac3ed1d942..9173304a576 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Sample/09_Subworkflow_ExternalRequest.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Sample/09_Subworkflow_ExternalRequest.cs @@ -68,10 +68,10 @@ public static WorkflowBuilder AddPassthroughRequestHandler( var requestPort = RequestPort.Create(id); - return builder.ForwardMessage(source, executors: [filter], condition: message => message.DataIs()) - .ForwardMessage(filter, executors: [requestPort], condition: message => message.DataIs()) - .ForwardMessage(requestPort, executors: [filter], condition: message => message.DataIs()) - .ForwardMessage(filter, executors: [source], condition: message => message.DataIs()); + return builder.ForwardMessage(source, targets: [filter], condition: message => message.DataIs()) + .ForwardMessage(filter, targets: [requestPort], condition: message => message.DataIs()) + .ForwardMessage(requestPort, targets: [filter], condition: message => message.DataIs()) + .ForwardMessage(filter, targets: [source], condition: message => message.DataIs()); } public static WorkflowBuilder AddExternalRequest(this WorkflowBuilder builder, ExecutorBinding source, string? id = null) @@ -88,10 +88,10 @@ public static WorkflowBuilder AddExternalRequest(this Workf public static WorkflowBuilder AddExternalRequest(this WorkflowBuilder builder, ExecutorBinding source, RequestPort inputPort) { - return builder.ForwardMessage(source, inputPort) - .ForwardMessage(source, inputPort) - .ForwardMessage(inputPort, source) - .ForwardMessage(inputPort, source); + return builder.ForwardMessage(source, [inputPort]) + .ForwardMessage(source, [inputPort]) + .ForwardMessage(inputPort, [source]) + .ForwardMessage(inputPort, [source]); } public static Workflow CreateSubWorkflow() @@ -113,7 +113,7 @@ public static Workflow CreateWorkflow() ExecutorBinding subworkflow = CreateSubWorkflow().BindAsExecutor("ResourceWorkflow"); return new WorkflowBuilder(coordinator) - .AddChain(coordinator, allowRepetition: true, subworkflow, coordinator) + .AddChain(coordinator, [subworkflow, coordinator], allowRepetition: true) .AddPassthroughRequestHandler(subworkflow, cache) .AddPassthroughRequestHandler(subworkflow, policyEngine) .WithOutputFrom(coordinator) diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/SpecializedExecutorSmokeTests.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/SpecializedExecutorSmokeTests.cs index 87a29690db2..b93d7862d5b 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/SpecializedExecutorSmokeTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/SpecializedExecutorSmokeTests.cs @@ -8,6 +8,7 @@ using System.Threading; using System.Threading.Tasks; using FluentAssertions; +using Microsoft.Agents.AI.Workflows.Checkpointing; using Microsoft.Agents.AI.Workflows.Execution; using Microsoft.Agents.AI.Workflows.Specialized; using Microsoft.Extensions.AI; @@ -196,4 +197,50 @@ public async Task Test_AIAgentStreamingMessage_AggregationAsync() collected.Text.Should().Be(expectedText); } } + + [Fact] + public async Task Test_AIAgent_ExecutorId_Use_Agent_NameAsync() + { + const string AgentAName = "TestAgentAName"; + const string AgentBName = "TestAgentBName"; + TestAIAgent agentA = new(name: AgentAName); + TestAIAgent agentB = new(name: AgentBName); + var workflow = new WorkflowBuilder(agentA).AddEdge(agentA, agentB).Build(); + var definition = workflow.ToWorkflowInfo(); + + // Verify that the agent host executor registration IDs in the workflow definition + // match the agent names when agent names are provided. + // The property DisplayName falls back to using the agent ID when Name is not set. + agentA.GetDescriptiveId().Should().Contain(AgentAName); + agentB.GetDescriptiveId().Should().Contain(AgentBName); + definition.Executors[agentA.GetDescriptiveId()].ExecutorId.Should().Be(agentA.GetDescriptiveId()); + definition.Executors[agentB.GetDescriptiveId()].ExecutorId.Should().Be(agentB.GetDescriptiveId()); + + // This will create an instance of the start agent and verify that the ID + // of the executor instance matches the ID of the registration. + var protocolDescriptor = await workflow.DescribeProtocolAsync(); + protocolDescriptor.Accepts.Should().Contain(typeof(ChatMessage)); + } + + [Fact] + public async Task Test_AIAgent_ExecutorId_Use_Agent_ID_When_Name_Not_ProvidedAsync() + { + TestAIAgent agentA = new(); + TestAIAgent agentB = new(); + var workflow = new WorkflowBuilder(agentA).AddEdge(agentA, agentB).Build(); + var definition = workflow.ToWorkflowInfo(); + + // Verify that the agent host executor registration IDs in the workflow definition + // match the agent IDs when agent names are not provided. + // The property DisplayName falls back to using the agent ID when Name is not set. + agentA.GetDescriptiveId().Should().Contain(agentA.Id); + agentB.GetDescriptiveId().Should().Contain(agentB.Id); + definition.Executors[agentA.GetDescriptiveId()].ExecutorId.Should().Be(agentA.GetDescriptiveId()); + definition.Executors[agentB.GetDescriptiveId()].ExecutorId.Should().Be(agentB.GetDescriptiveId()); + + // This will create an instance of the start agent and verify that the ID + // of the executor instance matches the ID of the registration. + var protocolDescriptor = await workflow.DescribeProtocolAsync(); + protocolDescriptor.Accepts.Should().Contain(typeof(ChatMessage)); + } } diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/WorkflowBuilderSmokeTests.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/WorkflowBuilderSmokeTests.cs index b5485043b31..8bc5455b708 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/WorkflowBuilderSmokeTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/WorkflowBuilderSmokeTests.cs @@ -21,6 +21,51 @@ protected override RouteBuilder ConfigureRoutes(RouteBuilder routeBuilder) => (msg, ctx) => ctx.SendMessageAsync(msg)); } + [Fact] + public void Test_Validation_FailsWhenUnboundExecutors() + { + Func act = () => + { + return new WorkflowBuilder("start") + .AddEdge(new NoOpExecutor("start"), "unbound") + .Build(); + }; + + act.Should().Throw(); + } + + [Fact] + public void Test_Validation_FailsWhenUnreachableExecutors() + { + Func act = () => + { + return new WorkflowBuilder("start") + .BindExecutor(new NoOpExecutor("start")) + .AddEdge(new NoOpExecutor("unreachable"), new NoOpExecutor("also-unreachable")) + .Build(); + }; + act.Should().Throw(); + } + + [Fact] + public void Test_Validation_AddEdgesOutOfOrderDoesNotImpactReachability() + { + Workflow workflow = new WorkflowBuilder("start") + .BindExecutor(new NoOpExecutor("start")) + .AddEdge(new NoOpExecutor("not-unreachable"), new NoOpExecutor("also-not-unreachable")) + .AddEdge("start", "not-unreachable") + .Build(); + + workflow.StartExecutorId.Should().Be("start"); + + workflow.ExecutorBindings.Should().HaveCount(3); + workflow.ExecutorBindings.Should().ContainKey("start"); + workflow.ExecutorBindings.Should().ContainKey("not-unreachable"); + workflow.ExecutorBindings.Should().ContainKey("also-not-unreachable"); + + workflow.ExecutorBindings.Values.Should().AllSatisfy(binding => binding.ExecutorType.Should().Be()); + } + [Fact] public void Test_LateBinding_Executor() { diff --git a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/WorkflowVisualizerTests.cs b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/WorkflowVisualizerTests.cs index 441dd284390..4e7aa51ea06 100644 --- a/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/WorkflowVisualizerTests.cs +++ b/dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/WorkflowVisualizerTests.cs @@ -111,8 +111,8 @@ public void Test_WorkflowViz_FanIn_EdgeGroup() // Build a connected workflow: start fans out to s1 and s2, which then fan-in to t var workflow = new WorkflowBuilder("start") - .AddFanOutEdge(start, s1, s2) - .AddFanInEdge(t, s1, s2) // AddFanInEdge(target, sources) + .AddFanOutEdge(start, [s1, s2]) + .AddFanInEdge([s1, s2], t) // AddFanInEdge(target, sources) .Build(); var dotContent = workflow.ToDotString(); @@ -174,7 +174,7 @@ public void Test_WorkflowViz_FanOut_Edges() var target3 = new MockExecutor("target3"); var workflow = new WorkflowBuilder("start") - .AddFanOutEdge(start, target1, target2, target3) + .AddFanOutEdge(start, [target1, target2, target3]) .Build(); var dotContent = workflow.ToDotString(); @@ -199,8 +199,8 @@ public void Test_WorkflowViz_Mixed_EdgeTypes() var workflow = new WorkflowBuilder("start") .AddEdge(start, a, Condition) // Conditional edge - .AddFanOutEdge(a, b, c) // Fan-out - .AddFanInEdge(end, b, c) // Fan-in - AddFanInEdge(target, sources) + .AddFanOutEdge(a, [b, c]) // Fan-out + .AddFanInEdge([b, c], end) // Fan-in - AddFanInEdge(target, sources) .Build(); var dotContent = workflow.ToDotString(); @@ -307,8 +307,8 @@ public void Test_WorkflowViz_Mermaid_FanIn_EdgeGroup() var t = new ListStrTargetExecutor("t"); var workflow = new WorkflowBuilder("start") - .AddFanOutEdge(start, s1, s2) - .AddFanInEdge(t, s1, s2) + .AddFanOutEdge(start, [s1, s2]) + .AddFanInEdge([s1, s2], t) .Build(); var mermaidContent = workflow.ToMermaidString(); @@ -378,8 +378,8 @@ public void Test_WorkflowViz_Mermaid_Mixed_EdgeTypes() var workflow = new WorkflowBuilder("start") .AddEdge(start, a, Condition) // Conditional edge - .AddFanOutEdge(a, b, c) // Fan-out - .AddFanInEdge(end, b, c) // Fan-in + .AddFanOutEdge(a, [b, c]) // Fan-out + .AddFanInEdge([b, c], end) // Fan-in .Build(); var mermaidContent = workflow.ToMermaidString(); diff --git a/python/CHANGELOG.md b/python/CHANGELOG.md index c2246bdc7c9..872b7ab1765 100644 --- a/python/CHANGELOG.md +++ b/python/CHANGELOG.md @@ -12,6 +12,18 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added - **agent-framework-ag-ui**: Initial release of AG-UI protocol integration for Agent Framework ([#1826](https://github.com/microsoft/agent-framework/pull/1826)) +- **agent-framework-chatkit**: ChatKit integration with a sample application ([#1273](https://github.com/microsoft/agent-framework/pull/1273)) +- Added parameter to disable agent cleanup in AzureAIAgentClient ([#1882](https://github.com/microsoft/agent-framework/pull/1882)) +- Add support for Python 3.14 ([#1904](https://github.com/microsoft/agent-framework/pull/1904)) + +### Changed + +- [BREAKING] Replaced AIProjectClient with AgentsClient in Foundry ([#1936](https://github.com/microsoft/agent-framework/pull/1936)) +- Updates to Tools ([#1835](https://github.com/microsoft/agent-framework/pull/1835)) + +### Fixed + +- Fix missing packaging dependency ([#1929](https://github.com/microsoft/agent-framework/pull/1929)) ## [1.0.0b251104] - 2025-11-04 diff --git a/python/check_md_code_blocks.py b/python/check_md_code_blocks.py index 32efa0ab92e..1015fafdb14 100644 --- a/python/check_md_code_blocks.py +++ b/python/check_md_code_blocks.py @@ -4,6 +4,7 @@ import argparse from enum import Enum +import glob import logging import tempfile import subprocess # nosec @@ -32,6 +33,16 @@ def with_color(text: str, color: Colors) -> str: return f"{color.value}{text}{Colors.CEND.value}" +def expand_file_patterns(patterns: list[str]) -> list[str]: + """Expand glob patterns to actual file paths.""" + all_files: list[str] = [] + for pattern in patterns: + # Handle both relative and absolute paths + matches = glob.glob(pattern, recursive=True) + all_files.extend(matches) + return sorted(set(all_files)) # Remove duplicates and sort + + def extract_python_code_blocks(markdown_file_path: str) -> list[tuple[str, int]]: """Extract Python code blocks from a Markdown file.""" with open(markdown_file_path, encoding="utf-8") as file: @@ -113,7 +124,10 @@ def check_code_blocks(markdown_file_paths: list[str], exclude_patterns: list[str if __name__ == "__main__": parser = argparse.ArgumentParser(description="Check code blocks in Markdown files for syntax errors.") # Argument is a list of markdown files containing glob patterns - parser.add_argument("markdown_files", nargs="+", help="Markdown files to check.") + parser.add_argument("markdown_files", nargs="+", help="Markdown files to check (supports glob patterns).") parser.add_argument("--exclude", action="append", help="Exclude files containing this pattern.") args = parser.parse_args() - check_code_blocks(args.markdown_files, args.exclude) + + # Expand glob patterns to actual file paths + expanded_files = expand_file_patterns(args.markdown_files) + check_code_blocks(expanded_files, args.exclude) diff --git a/python/packages/a2a/pyproject.toml b/python/packages/a2a/pyproject.toml index 058a8435234..44e66b5858f 100644 --- a/python/packages/a2a/pyproject.toml +++ b/python/packages/a2a/pyproject.toml @@ -4,7 +4,7 @@ description = "A2A integration for Microsoft Agent Framework." authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ diff --git a/python/packages/ag-ui/examples/__init__.py b/python/packages/ag-ui/examples/__init__.py index 2a50eae8941..54c879bbc79 100644 --- a/python/packages/ag-ui/examples/__init__.py +++ b/python/packages/ag-ui/examples/__init__.py @@ -1 +1,7 @@ # Copyright (c) Microsoft. All rights reserved. + +"""Example agents for AG-UI demonstration.""" + +from . import agents + +__all__ = ["agents"] diff --git a/python/packages/ag-ui/examples/agents/__init__.py b/python/packages/ag-ui/examples/agents/__init__.py index eea1a10956b..720a16c765d 100644 --- a/python/packages/ag-ui/examples/agents/__init__.py +++ b/python/packages/ag-ui/examples/agents/__init__.py @@ -1,3 +1,25 @@ # Copyright (c) Microsoft. All rights reserved. """Example agents for AG-UI demonstration.""" + +from .document_writer_agent import document_writer_agent +from .human_in_the_loop_agent import human_in_the_loop_agent +from .recipe_agent import recipe_agent +from .research_assistant_agent import research_assistant_agent +from .simple_agent import agent as simple_agent +from .task_planner_agent import task_planner_agent +from .task_steps_agent import task_steps_agent_wrapped +from .ui_generator_agent import ui_generator_agent +from .weather_agent import weather_agent + +__all__ = [ + "document_writer_agent", + "human_in_the_loop_agent", + "recipe_agent", + "research_assistant_agent", + "simple_agent", + "task_planner_agent", + "task_steps_agent_wrapped", + "ui_generator_agent", + "weather_agent", +] diff --git a/python/packages/ag-ui/pyproject.toml b/python/packages/ag-ui/pyproject.toml index 30a0518a39c..4c2df6d1115 100644 --- a/python/packages/ag-ui/pyproject.toml +++ b/python/packages/ag-ui/pyproject.toml @@ -41,6 +41,7 @@ build-backend = "hatchling.build" [tool.hatch.build.targets.wheel] packages = ["agent_framework_ag_ui"] +force-include = { "examples" = "agent_framework_ag_ui_examples" } [tool.pytest.ini_options] asyncio_mode = "auto" diff --git a/python/packages/anthropic/pyproject.toml b/python/packages/anthropic/pyproject.toml index 65f34192763..1b5a7598b63 100644 --- a/python/packages/anthropic/pyproject.toml +++ b/python/packages/anthropic/pyproject.toml @@ -4,7 +4,7 @@ description = "Anthropic integration for Microsoft Agent Framework." authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ diff --git a/python/packages/azure-ai/agent_framework_azure_ai/__init__.py b/python/packages/azure-ai/agent_framework_azure_ai/__init__.py index cbd836099ed..6e6ac7a5e5a 100644 --- a/python/packages/azure-ai/agent_framework_azure_ai/__init__.py +++ b/python/packages/azure-ai/agent_framework_azure_ai/__init__.py @@ -2,7 +2,8 @@ import importlib.metadata -from ._chat_client import AzureAIAgentClient, AzureAISettings +from ._chat_client import AzureAIAgentClient +from ._shared import AzureAISettings try: __version__ = importlib.metadata.version(__name__) diff --git a/python/packages/azure-ai/agent_framework_azure_ai/_chat_client.py b/python/packages/azure-ai/agent_framework_azure_ai/_chat_client.py index 0f35158da73..f16560e5170 100644 --- a/python/packages/azure-ai/agent_framework_azure_ai/_chat_client.py +++ b/python/packages/azure-ai/agent_framework_azure_ai/_chat_client.py @@ -40,9 +40,9 @@ use_chat_middleware, use_function_invocation, ) -from agent_framework._pydantic import AFBaseSettings from agent_framework.exceptions import ServiceInitializationError, ServiceResponseException from agent_framework.observability import use_observability +from azure.ai.agents.aio import AgentsClient from azure.ai.agents.models import ( Agent, AgentsNamedToolChoice, @@ -85,11 +85,11 @@ ToolDefinition, ToolOutput, ) -from azure.ai.projects.aio import AIProjectClient from azure.core.credentials_async import AsyncTokenCredential -from azure.core.exceptions import HttpResponseError, ResourceNotFoundError from pydantic import ValidationError +from ._shared import AzureAISettings + if sys.version_info >= (3, 11): from typing import Self # pragma: no cover else: @@ -99,47 +99,6 @@ logger = get_logger("agent_framework.azure") -class AzureAISettings(AFBaseSettings): - """Azure AI Project settings. - - The settings are first loaded from environment variables with the prefix 'AZURE_AI_'. - If the environment variables are not found, the settings can be loaded from a .env file - with the encoding 'utf-8'. If the settings are not found in the .env file, the settings - are ignored; however, validation will fail alerting that the settings are missing. - - Keyword Args: - project_endpoint: The Azure AI Project endpoint URL. - Can be set via environment variable AZURE_AI_PROJECT_ENDPOINT. - model_deployment_name: The name of the model deployment to use. - Can be set via environment variable AZURE_AI_MODEL_DEPLOYMENT_NAME. - env_file_path: If provided, the .env settings are read from this file path location. - env_file_encoding: The encoding of the .env file, defaults to 'utf-8'. - - Examples: - .. code-block:: python - - from agent_framework_azure_ai import AzureAISettings - - # Using environment variables - # Set AZURE_AI_PROJECT_ENDPOINT=https://your-project.cognitiveservices.azure.com - # Set AZURE_AI_MODEL_DEPLOYMENT_NAME=gpt-4 - settings = AzureAISettings() - - # Or passing parameters directly - settings = AzureAISettings( - project_endpoint="https://your-project.cognitiveservices.azure.com", model_deployment_name="gpt-4" - ) - - # Or loading from a .env file - settings = AzureAISettings(env_file_path="path/to/.env") - """ - - env_prefix: ClassVar[str] = "AZURE_AI_" - - project_endpoint: str | None = None - model_deployment_name: str | None = None - - TAzureAIAgentClient = TypeVar("TAzureAIAgentClient", bound="AzureAIAgentClient") @@ -154,13 +113,14 @@ class AzureAIAgentClient(BaseChatClient): def __init__( self, *, - project_client: AIProjectClient | None = None, + agents_client: AgentsClient | None = None, agent_id: str | None = None, agent_name: str | None = None, thread_id: str | None = None, project_endpoint: str | None = None, model_deployment_name: str | None = None, async_credential: AsyncTokenCredential | None = None, + should_cleanup_agent: bool = True, env_file_path: str | None = None, env_file_encoding: str | None = None, **kwargs: Any, @@ -168,19 +128,22 @@ def __init__( """Initialize an Azure AI Agent client. Keyword Args: - project_client: An existing AIProjectClient to use. If not provided, one will be created. - agent_id: The ID of an existing agent to use. If not provided and project_client is provided, - a new agent will be created (and deleted after the request). If neither project_client + agents_client: An existing AgentsClient to use. If not provided, one will be created. + agent_id: The ID of an existing agent to use. If not provided and agents_client is provided, + a new agent will be created (and deleted after the request). If neither agents_client nor agent_id is provided, both will be created and managed automatically. agent_name: The name to use when creating new agents. thread_id: Default thread ID to use for conversations. Can be overridden by conversation_id property when making a request. project_endpoint: The Azure AI Project endpoint URL. Can also be set via environment variable AZURE_AI_PROJECT_ENDPOINT. - Ignored when a project_client is passed. + Ignored when a agents_client is passed. model_deployment_name: The model deployment name to use for agent creation. Can also be set via environment variable AZURE_AI_MODEL_DEPLOYMENT_NAME. async_credential: Azure async credential to use for authentication. + should_cleanup_agent: Whether to cleanup (delete) agents created by this client when + the client is closed or context is exited. Defaults to True. Only affects agents + created by this client instance; existing agents passed via agent_id are never deleted. env_file_path: Path to environment file for loading settings. env_file_encoding: Encoding of the environment file. kwargs: Additional keyword arguments passed to the parent class. @@ -217,9 +180,9 @@ def __init__( except ValidationError as ex: raise ServiceInitializationError("Failed to create Azure AI settings.", ex) from ex - # If no project_client is provided, create one + # If no agents_client is provided, create one should_close_client = False - if project_client is None: + if agents_client is None: if not azure_ai_settings.project_endpoint: raise ServiceInitializationError( "Azure AI project endpoint is required. Set via 'project_endpoint' parameter " @@ -234,8 +197,8 @@ def __init__( # Use provided credential if not async_credential: - raise ServiceInitializationError("Azure credential is required when project_client is not provided.") - project_client = AIProjectClient( + raise ServiceInitializationError("Azure credential is required when agents_client is not provided.") + agents_client = AgentsClient( endpoint=azure_ai_settings.project_endpoint, credential=async_credential, user_agent=AGENT_FRAMEWORK_USER_AGENT, @@ -246,37 +209,17 @@ def __init__( super().__init__(**kwargs) # Initialize instance variables - self.project_client = project_client + self.agents_client = agents_client self.credential = async_credential self.agent_id = agent_id self.agent_name = agent_name self.model_id = azure_ai_settings.model_deployment_name self.thread_id = thread_id - self._should_delete_agent = False # Track whether we should delete the agent + self.should_cleanup_agent = should_cleanup_agent # Track whether we should delete the agent + self._agent_created = False # Track whether agent was created inside this class self._should_close_client = should_close_client # Track whether we should close client connection self._agent_definition: Agent | None = None # Cached definition for existing agent - async def setup_azure_ai_observability(self, enable_sensitive_data: bool | None = None) -> None: - """Use this method to setup tracing in your Azure AI Project. - - This will take the connection string from the project project_client. - It will override any connection string that is set in the environment variables. - It will disable any OTLP endpoint that might have been set. - """ - try: - conn_string = await self.project_client.telemetry.get_application_insights_connection_string() - except ResourceNotFoundError: - logger.warning( - "No Application Insights connection string found for the Azure AI Project, " - "please call setup_observability() manually." - ) - return - from agent_framework.observability import setup_observability - - setup_observability( - applicationinsights_connection_string=conn_string, enable_sensitive_data=enable_sensitive_data - ) - async def __aenter__(self) -> "Self": """Async context manager entry.""" return self @@ -286,7 +229,7 @@ async def __aexit__(self, exc_type: type[BaseException] | None, exc_val: BaseExc await self.close() async def close(self) -> None: - """Close the project_client and clean up any agents we created.""" + """Close the agents_client and clean up any agents we created.""" await self._cleanup_agent_if_needed() await self._close_client_if_needed() @@ -298,7 +241,7 @@ def from_settings(cls: type[TAzureAIAgentClient], settings: dict[str, Any]) -> T settings: A dictionary of settings for the service. """ return cls( - project_client=settings.get("project_client"), + agents_client=settings.get("agents_client"), agent_id=settings.get("agent_id"), thread_id=settings.get("thread_id"), project_endpoint=settings.get("project_endpoint"), @@ -306,6 +249,7 @@ def from_settings(cls: type[TAzureAIAgentClient], settings: dict[str, Any]) -> T agent_name=settings.get("agent_name"), credential=settings.get("credential"), env_file_path=settings.get("env_file_path"), + should_cleanup_agent=settings.get("should_cleanup_agent", True), ) async def _inner_get_response( @@ -374,14 +318,17 @@ async def _get_agent_id_or_create(self, run_options: dict[str, Any] | None = Non args["instructions"] = run_options["instructions"] if "response_format" in run_options: args["response_format"] = run_options["response_format"] + if "temperature" in run_options: args["temperature"] = run_options["temperature"] if "top_p" in run_options: args["top_p"] = run_options["top_p"] - created_agent = await self.project_client.agents.create_agent(**args) + + created_agent = await self.agents_client.create_agent(**args) + self.agent_id = str(created_agent.id) self._agent_definition = created_agent - self._should_delete_agent = True + self._agent_created = True return self.agent_id @@ -422,7 +369,7 @@ async def _create_agent_stream( args["tool_outputs"] = tool_outputs if tool_approvals: args["tool_approvals"] = tool_approvals - await self.project_client.agents.runs.submit_tool_outputs_stream(**args) # type: ignore[reportUnknownMemberType] + await self.agents_client.runs.submit_tool_outputs_stream(**args) # type: ignore[reportUnknownMemberType] # Pass the handler to the stream to continue processing stream = handler # type: ignore final_thread_id = thread_run.thread_id @@ -432,7 +379,7 @@ async def _create_agent_stream( # Now create a new run and stream the results. run_options.pop("conversation_id", None) - stream = await self.project_client.agents.runs.stream( # type: ignore[reportUnknownMemberType] + stream = await self.agents_client.runs.stream( # type: ignore[reportUnknownMemberType] final_thread_id, agent_id=agent_id, **run_options ) @@ -443,9 +390,7 @@ async def _get_active_thread_run(self, thread_id: str | None) -> ThreadRun | Non if thread_id is None: return None - async for run in self.project_client.agents.runs.list( - thread_id=thread_id, limit=1, order=ListSortOrder.DESCENDING - ): # type: ignore[reportUnknownMemberType] + async for run in self.agents_client.runs.list(thread_id=thread_id, limit=1, order=ListSortOrder.DESCENDING): # type: ignore[reportUnknownMemberType] if run.status not in [ RunStatus.COMPLETED, RunStatus.CANCELLED, @@ -462,12 +407,12 @@ async def _prepare_thread( if thread_id is not None: if thread_run is not None: # There was an active run; we need to cancel it before starting a new run. - await self.project_client.agents.runs.cancel(thread_id, thread_run.id) + await self.agents_client.runs.cancel(thread_id, thread_run.id) return thread_id # No thread ID was provided, so create a new thread. - thread = await self.project_client.agents.threads.create( + thread = await self.agents_client.threads.create( tool_resources=run_options.get("tool_resources"), metadata=run_options.get("metadata") ) thread_id = thread.id @@ -476,7 +421,7 @@ async def _prepare_thread( # once fixed, in the function above, readd: # `messages=run_options.pop("additional_messages")` for msg in run_options.pop("additional_messages", []): - await self.project_client.agents.messages.create( + await self.agents_client.messages.create( thread_id=thread_id, role=msg.role, content=msg.content, metadata=msg.metadata ) # and remove until here. @@ -709,21 +654,21 @@ def _create_function_call_contents(self, event_data: ThreadRun, response_id: str return [] async def _close_client_if_needed(self) -> None: - """Close project_client session if we created it.""" + """Close agents_client session if we created it.""" if self._should_close_client: - await self.project_client.close() + await self.agents_client.close() async def _cleanup_agent_if_needed(self) -> None: """Clean up the agent if we created it.""" - if self._should_delete_agent and self.agent_id is not None: - await self.project_client.agents.delete_agent(self.agent_id) + if self._agent_created and self.should_cleanup_agent and self.agent_id is not None: + await self.agents_client.delete_agent(self.agent_id) self.agent_id = None - self._should_delete_agent = False + self._agent_created = False async def _load_agent_definition_if_needed(self) -> Agent | None: """Load and cache agent details if not already loaded.""" if self._agent_definition is None and self.agent_id is not None: - self._agent_definition = await self.project_client.agents.get_agent(self.agent_id) + self._agent_definition = await self.agents_client.get_agent(self.agent_id) return self._agent_definition def _prepare_tool_choice(self, chat_options: ChatOptions) -> None: @@ -913,59 +858,34 @@ async def _prep_tools( config_args["market"] = market if set_lang := additional_props.get("set_lang"): config_args["set_lang"] = set_lang - # Bing Grounding (support both connection_id and connection_name) + # Bing Grounding connection_id = additional_props.get("connection_id") or os.getenv("BING_CONNECTION_ID") - connection_name = additional_props.get("connection_name") or os.getenv("BING_CONNECTION_NAME") # Custom Bing Search - custom_connection_name = additional_props.get("custom_connection_name") or os.getenv( - "BING_CUSTOM_CONNECTION_NAME" + custom_connection_id = additional_props.get("custom_connection_id") or os.getenv( + "BING_CUSTOM_CONNECTION_ID" ) - custom_configuration_name = additional_props.get("custom_instance_name") or os.getenv( + custom_instance_name = additional_props.get("custom_instance_name") or os.getenv( "BING_CUSTOM_INSTANCE_NAME" ) bing_search: BingGroundingTool | BingCustomSearchTool | None = None - if ( - (connection_id or connection_name) - and not custom_connection_name - and not custom_configuration_name - ): + if (connection_id) and not custom_connection_id and not custom_instance_name: if connection_id: conn_id = connection_id - elif connection_name: - try: - bing_connection = await self.project_client.connections.get(name=connection_name) - except HttpResponseError as err: - raise ServiceInitializationError( - f"Bing connection '{connection_name}' not found in the Azure AI Project.", - err, - ) from err - else: - conn_id = bing_connection.id else: - raise ServiceInitializationError("Neither connection_id nor connection_name provided.") + raise ServiceInitializationError("Parameter connection_id is not provided.") bing_search = BingGroundingTool(connection_id=conn_id, **config_args) - if custom_connection_name and custom_configuration_name: - try: - bing_custom_connection = await self.project_client.connections.get( - name=custom_connection_name - ) - except HttpResponseError as err: - raise ServiceInitializationError( - f"Bing custom connection '{custom_connection_name}' not found in the Azure AI Project.", - err, - ) from err - else: - bing_search = BingCustomSearchTool( - connection_id=bing_custom_connection.id, - instance_name=custom_configuration_name, - **config_args, - ) + if custom_connection_id and custom_instance_name: + bing_search = BingCustomSearchTool( + connection_id=custom_connection_id, + instance_name=custom_instance_name, + **config_args, + ) if not bing_search: raise ServiceInitializationError( - "Bing search tool requires either 'connection_id' or 'connection_name' for Bing Grounding " - "or both 'custom_connection_name' and 'custom_instance_name' for Custom Bing Search. " + "Bing search tool requires either 'connection_id' for Bing Grounding " + "or both 'custom_connection_id' and 'custom_instance_name' for Custom Bing Search. " "These can be provided via additional_properties or environment variables: " - "'BING_CONNECTION_ID', 'BING_CONNECTION_NAME', 'BING_CUSTOM_CONNECTION_NAME', " + "'BING_CONNECTION_ID', 'BING_CUSTOM_CONNECTION_ID', " "'BING_CUSTOM_INSTANCE_NAME'" ) tool_definitions.extend(bing_search.definitions) @@ -1056,4 +976,4 @@ def service_url(self) -> str: Returns: The service URL for the chat client, or None if not set. """ - return self.project_client._config.endpoint + return self.agents_client._config.endpoint # type: ignore diff --git a/python/packages/azure-ai/agent_framework_azure_ai/_shared.py b/python/packages/azure-ai/agent_framework_azure_ai/_shared.py new file mode 100644 index 00000000000..a120e9f92e0 --- /dev/null +++ b/python/packages/azure-ai/agent_framework_azure_ai/_shared.py @@ -0,0 +1,46 @@ +# Copyright (c) Microsoft. All rights reserved. + +from typing import ClassVar + +from agent_framework._pydantic import AFBaseSettings + + +class AzureAISettings(AFBaseSettings): + """Azure AI Project settings. + + The settings are first loaded from environment variables with the prefix 'AZURE_AI_'. + If the environment variables are not found, the settings can be loaded from a .env file + with the encoding 'utf-8'. If the settings are not found in the .env file, the settings + are ignored; however, validation will fail alerting that the settings are missing. + + Keyword Args: + project_endpoint: The Azure AI Project endpoint URL. + Can be set via environment variable AZURE_AI_PROJECT_ENDPOINT. + model_deployment_name: The name of the model deployment to use. + Can be set via environment variable AZURE_AI_MODEL_DEPLOYMENT_NAME. + env_file_path: If provided, the .env settings are read from this file path location. + env_file_encoding: The encoding of the .env file, defaults to 'utf-8'. + + Examples: + .. code-block:: python + + from agent_framework.azure import AzureAISettings + + # Using environment variables + # Set AZURE_AI_PROJECT_ENDPOINT=https://your-project.cognitiveservices.azure.com + # Set AZURE_AI_MODEL_DEPLOYMENT_NAME=gpt-4 + settings = AzureAISettings() + + # Or passing parameters directly + settings = AzureAISettings( + project_endpoint="https://your-project.cognitiveservices.azure.com", model_deployment_name="gpt-4" + ) + + # Or loading from a .env file + settings = AzureAISettings(env_file_path="path/to/.env") + """ + + env_prefix: ClassVar[str] = "AZURE_AI_" + + project_endpoint: str | None = None + model_deployment_name: str | None = None diff --git a/python/packages/azure-ai/pyproject.toml b/python/packages/azure-ai/pyproject.toml index e68fdb0b66d..025205f2d34 100644 --- a/python/packages/azure-ai/pyproject.toml +++ b/python/packages/azure-ai/pyproject.toml @@ -4,7 +4,7 @@ description = "Azure AI Foundry integration for Microsoft Agent Framework." authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,12 +19,14 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ "agent-framework-core", "azure-ai-projects >= 1.0.0b11", "azure-ai-agents == 1.2.0b5", + "aiohttp", ] [tool.uv] diff --git a/python/packages/azure-ai/tests/conftest.py b/python/packages/azure-ai/tests/conftest.py index 13764c24f01..3f635e8213e 100644 --- a/python/packages/azure-ai/tests/conftest.py +++ b/python/packages/azure-ai/tests/conftest.py @@ -44,31 +44,30 @@ def azure_ai_unit_test_env(monkeypatch, exclude_list, override_env_param_dict): @fixture -def mock_ai_project_client() -> MagicMock: - """Fixture that provides a mock AIProjectClient.""" +def mock_agents_client() -> MagicMock: + """Fixture that provides a mock AgentsClient.""" mock_client = MagicMock() # Mock agents property - mock_client.agents = MagicMock() - mock_client.agents.create_agent = AsyncMock() - mock_client.agents.delete_agent = AsyncMock() + mock_client.create_agent = AsyncMock() + mock_client.delete_agent = AsyncMock() # Mock agent creation response mock_agent = MagicMock() mock_agent.id = "test-agent-id" - mock_client.agents.create_agent.return_value = mock_agent + mock_client.create_agent.return_value = mock_agent # Mock threads property - mock_client.agents.threads = MagicMock() - mock_client.agents.threads.create = AsyncMock() - mock_client.agents.messages.create = AsyncMock() + mock_client.threads = MagicMock() + mock_client.threads.create = AsyncMock() + mock_client.messages.create = AsyncMock() # Mock runs property - mock_client.agents.runs = MagicMock() - mock_client.agents.runs.list = AsyncMock() - mock_client.agents.runs.cancel = AsyncMock() - mock_client.agents.runs.stream = AsyncMock() - mock_client.agents.runs.submit_tool_outputs_stream = AsyncMock() + mock_client.runs = MagicMock() + mock_client.runs.list = AsyncMock() + mock_client.runs.cancel = AsyncMock() + mock_client.runs.stream = AsyncMock() + mock_client.runs.submit_tool_outputs_stream = AsyncMock() return mock_client diff --git a/python/packages/azure-ai/tests/test_azure_ai_agent_client.py b/python/packages/azure-ai/tests/test_azure_ai_agent_client.py index 9f3a06ebee5..555d27d560d 100644 --- a/python/packages/azure-ai/tests/test_azure_ai_agent_client.py +++ b/python/packages/azure-ai/tests/test_azure_ai_agent_client.py @@ -52,7 +52,6 @@ VectorStore, ) from azure.core.credentials_async import AsyncTokenCredential -from azure.core.exceptions import HttpResponseError, ResourceNotFoundError from azure.identity.aio import AzureCliCredential from pydantic import BaseModel, Field, ValidationError @@ -68,11 +67,11 @@ def create_test_azure_ai_chat_client( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, agent_id: str | None = None, thread_id: str | None = None, azure_ai_settings: AzureAISettings | None = None, - should_delete_agent: bool = False, + should_cleanup_agent: bool = True, agent_name: str | None = None, ) -> AzureAIAgentClient: """Helper function to create AzureAIAgentClient instances for testing, bypassing normal validation.""" @@ -83,15 +82,16 @@ def create_test_azure_ai_chat_client( client = object.__new__(AzureAIAgentClient) # Set attributes directly - client.project_client = mock_ai_project_client + client.agents_client = mock_agents_client client.credential = None client.agent_id = agent_id client.agent_name = agent_name client.model_id = azure_ai_settings.model_deployment_name client.thread_id = thread_id - client._should_delete_agent = should_delete_agent # type: ignore - client._should_close_client = False # type: ignore - client._agent_definition = None # type: ignore + client.should_cleanup_agent = should_cleanup_agent + client._agent_created = False + client._should_close_client = False + client._agent_definition = None client.additional_properties = {} client.middleware = None @@ -117,32 +117,30 @@ def test_azure_ai_settings_init_with_explicit_values() -> None: assert settings.model_deployment_name == "custom-model" -def test_azure_ai_chat_client_init_with_client(mock_ai_project_client: MagicMock) -> None: - """Test AzureAIAgentClient initialization with existing project_client.""" +def test_azure_ai_chat_client_init_with_client(mock_agents_client: MagicMock) -> None: + """Test AzureAIAgentClient initialization with existing agents_client.""" chat_client = create_test_azure_ai_chat_client( - mock_ai_project_client, agent_id="existing-agent-id", thread_id="test-thread-id" + mock_agents_client, agent_id="existing-agent-id", thread_id="test-thread-id" ) - assert chat_client.project_client is mock_ai_project_client + assert chat_client.agents_client is mock_agents_client assert chat_client.agent_id == "existing-agent-id" assert chat_client.thread_id == "test-thread-id" - assert not chat_client._should_delete_agent # type: ignore assert isinstance(chat_client, ChatClientProtocol) def test_azure_ai_chat_client_init_auto_create_client( azure_ai_unit_test_env: dict[str, str], - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: - """Test AzureAIAgentClient initialization with auto-created project_client.""" + """Test AzureAIAgentClient initialization with auto-created agents_client.""" azure_ai_settings = AzureAISettings(**azure_ai_unit_test_env) # type: ignore # Create client instance directly chat_client = object.__new__(AzureAIAgentClient) - chat_client.project_client = mock_ai_project_client + chat_client.agents_client = mock_agents_client chat_client.agent_id = None chat_client.thread_id = None - chat_client._should_delete_agent = False # type: ignore chat_client._should_close_client = False # type: ignore chat_client.credential = None chat_client.model_id = azure_ai_settings.model_deployment_name @@ -150,13 +148,12 @@ def test_azure_ai_chat_client_init_auto_create_client( chat_client.additional_properties = {} chat_client.middleware = None - assert chat_client.project_client is mock_ai_project_client + assert chat_client.agents_client is mock_agents_client assert chat_client.agent_id is None - assert not chat_client._should_delete_agent # type: ignore def test_azure_ai_chat_client_init_missing_project_endpoint() -> None: - """Test AzureAIAgentClient initialization when project_endpoint is missing and no project_client provided.""" + """Test AzureAIAgentClient initialization when project_endpoint is missing and no agents_client provided.""" # Mock AzureAISettings to return settings with None project_endpoint with patch("agent_framework_azure_ai._chat_client.AzureAISettings") as mock_settings: mock_settings_instance = MagicMock() @@ -167,7 +164,7 @@ def test_azure_ai_chat_client_init_missing_project_endpoint() -> None: with pytest.raises(ServiceInitializationError, match="project endpoint is required"): AzureAIAgentClient( - project_client=None, + agents_client=None, agent_id=None, project_endpoint=None, # Missing endpoint model_deployment_name="test-model", @@ -187,7 +184,7 @@ def test_azure_ai_chat_client_init_missing_model_deployment_for_agent_creation() with pytest.raises(ServiceInitializationError, match="model deployment name is required"): AzureAIAgentClient( - project_client=None, + agents_client=None, agent_id=None, # No existing agent project_endpoint="https://test.com", model_deployment_name=None, # Missing for agent creation @@ -195,10 +192,10 @@ def test_azure_ai_chat_client_init_missing_model_deployment_for_agent_creation() ) -def test_azure_ai_chat_client_from_dict(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_from_dict(mock_agents_client: MagicMock) -> None: """Test AzureAIAgentClient.from_dict method.""" settings = { - "project_client": mock_ai_project_client, + "agents_client": mock_agents_client, "agent_id": "test-agent-id", "thread_id": "test-thread-id", "project_endpoint": "https://test-endpoint.com/", @@ -212,24 +209,24 @@ def test_azure_ai_chat_client_from_dict(mock_ai_project_client: MagicMock) -> No ) chat_client: AzureAIAgentClient = create_test_azure_ai_chat_client( - mock_ai_project_client, + mock_agents_client, agent_id=settings["agent_id"], # type: ignore thread_id=settings["thread_id"], # type: ignore azure_ai_settings=azure_ai_settings, ) - assert chat_client.project_client is mock_ai_project_client + assert chat_client.agents_client is mock_agents_client assert chat_client.agent_id == "test-agent-id" assert chat_client.thread_id == "test-thread-id" def test_azure_ai_chat_client_init_missing_credential(azure_ai_unit_test_env: dict[str, str]) -> None: - """Test AzureAIAgentClient.__init__ when async_credential is missing and no project_client provided.""" + """Test AzureAIAgentClient.__init__ when async_credential is missing and no agents_client provided.""" with pytest.raises( - ServiceInitializationError, match="Azure credential is required when project_client is not provided" + ServiceInitializationError, match="Azure credential is required when agents_client is not provided" ): AzureAIAgentClient( - project_client=None, + agents_client=None, agent_id="existing-agent", project_endpoint=azure_ai_unit_test_env["AZURE_AI_PROJECT_ENDPOINT"], model_deployment_name=azure_ai_unit_test_env["AZURE_AI_MODEL_DEPLOYMENT_NAME"], @@ -253,9 +250,9 @@ def test_azure_ai_chat_client_init_validation_error(mock_azure_credential: Magic def test_azure_ai_chat_client_from_settings() -> None: """Test from_settings class method.""" - mock_project_client = MagicMock() + mock_agents_client = MagicMock() settings = { - "project_client": mock_project_client, + "agents_client": mock_agents_client, "agent_id": "test-agent", "thread_id": "test-thread", "project_endpoint": "https://test.com", @@ -265,18 +262,18 @@ def test_azure_ai_chat_client_from_settings() -> None: client = AzureAIAgentClient.from_settings(settings) - assert client.project_client is mock_project_client + assert client.agents_client is mock_agents_client assert client.agent_id == "test-agent" assert client.thread_id == "test-thread" assert client.agent_name == "TestAgent" async def test_azure_ai_chat_client_get_agent_id_or_create_with_temperature_and_top_p( - mock_ai_project_client: MagicMock, azure_ai_unit_test_env: dict[str, str] + mock_agents_client: MagicMock, azure_ai_unit_test_env: dict[str, str] ) -> None: """Test _get_agent_id_or_create with temperature and top_p in run_options.""" azure_ai_settings = AzureAISettings(model_deployment_name=azure_ai_unit_test_env["AZURE_AI_MODEL_DEPLOYMENT_NAME"]) - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, azure_ai_settings=azure_ai_settings) + chat_client = create_test_azure_ai_chat_client(mock_agents_client, azure_ai_settings=azure_ai_settings) run_options = { "model": azure_ai_settings.model_deployment_name, @@ -288,51 +285,51 @@ async def test_azure_ai_chat_client_get_agent_id_or_create_with_temperature_and_ assert agent_id == "test-agent-id" # Verify create_agent was called with temperature and top_p parameters - mock_ai_project_client.agents.create_agent.assert_called_once() - call_kwargs = mock_ai_project_client.agents.create_agent.call_args[1] + mock_agents_client.create_agent.assert_called_once() + call_kwargs = mock_agents_client.create_agent.call_args[1] assert call_kwargs["temperature"] == 0.7 assert call_kwargs["top_p"] == 0.9 async def test_azure_ai_chat_client_get_agent_id_or_create_existing_agent( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _get_agent_id_or_create when agent_id is already provided.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="existing-agent-id") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="existing-agent-id") agent_id = await chat_client._get_agent_id_or_create() # type: ignore assert agent_id == "existing-agent-id" - assert not chat_client._should_delete_agent # type: ignore + assert not chat_client._agent_created async def test_azure_ai_chat_client_get_agent_id_or_create_create_new( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, azure_ai_unit_test_env: dict[str, str], ) -> None: """Test _get_agent_id_or_create when creating a new agent.""" azure_ai_settings = AzureAISettings(model_deployment_name=azure_ai_unit_test_env["AZURE_AI_MODEL_DEPLOYMENT_NAME"]) - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, azure_ai_settings=azure_ai_settings) + chat_client = create_test_azure_ai_chat_client(mock_agents_client, azure_ai_settings=azure_ai_settings) agent_id = await chat_client._get_agent_id_or_create(run_options={"model": azure_ai_settings.model_deployment_name}) # type: ignore assert agent_id == "test-agent-id" - assert chat_client._should_delete_agent # type: ignore + assert chat_client._agent_created -async def test_azure_ai_chat_client_thread_management_through_public_api(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_thread_management_through_public_api(mock_agents_client: MagicMock) -> None: """Test thread creation and management through public API.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Mock get_agent to avoid the async error - mock_ai_project_client.agents.get_agent = AsyncMock(return_value=None) + mock_agents_client.get_agent = AsyncMock(return_value=None) mock_thread = MagicMock() mock_thread.id = "new-thread-456" - mock_ai_project_client.agents.threads.create = AsyncMock(return_value=mock_thread) + mock_agents_client.threads.create = AsyncMock(return_value=mock_thread) mock_stream = AsyncMock() - mock_ai_project_client.agents.runs.stream = AsyncMock(return_value=mock_stream) + mock_agents_client.runs.stream = AsyncMock(return_value=mock_stream) # Create an async iterator that yields nothing (empty stream) async def empty_async_iter(): @@ -351,91 +348,23 @@ async def empty_async_iter(): pass # Verify thread creation was called - mock_ai_project_client.agents.threads.create.assert_called_once() + mock_agents_client.threads.create.assert_called_once() @pytest.mark.parametrize("exclude_list", [["AZURE_AI_MODEL_DEPLOYMENT_NAME"]], indirect=True) async def test_azure_ai_chat_client_get_agent_id_or_create_missing_model( - mock_ai_project_client: MagicMock, azure_ai_unit_test_env: dict[str, str] + mock_agents_client: MagicMock, azure_ai_unit_test_env: dict[str, str] ) -> None: """Test _get_agent_id_or_create when model_deployment_name is missing.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) with pytest.raises(ServiceInitializationError, match="Model deployment name is required"): await chat_client._get_agent_id_or_create() # type: ignore -async def test_azure_ai_chat_client_cleanup_agent_if_needed_should_delete( - mock_ai_project_client: MagicMock, -) -> None: - """Test _cleanup_agent_if_needed when agent should be deleted.""" - chat_client = create_test_azure_ai_chat_client( - mock_ai_project_client, agent_id="agent-to-delete", should_delete_agent=True - ) - - await chat_client._cleanup_agent_if_needed() # type: ignore - # Verify agent deletion was called - mock_ai_project_client.agents.delete_agent.assert_called_once_with("agent-to-delete") - assert not chat_client._should_delete_agent # type: ignore - - -async def test_azure_ai_chat_client_cleanup_agent_if_needed_should_not_delete( - mock_ai_project_client: MagicMock, -) -> None: - """Test _cleanup_agent_if_needed when agent should not be deleted.""" - chat_client = create_test_azure_ai_chat_client( - mock_ai_project_client, agent_id="agent-to-keep", should_delete_agent=False - ) - - await chat_client._cleanup_agent_if_needed() # type: ignore - - # Verify agent deletion was not called - mock_ai_project_client.agents.delete_agent.assert_not_called() - assert not chat_client._should_delete_agent # type: ignore - - -async def test_azure_ai_chat_client_cleanup_agent_if_needed_exception_handling( - mock_ai_project_client: MagicMock, -) -> None: - """Test _cleanup_agent_if_needed propagates exceptions (it doesn't handle them).""" - chat_client = create_test_azure_ai_chat_client( - mock_ai_project_client, agent_id="agent-to-delete", should_delete_agent=True - ) - mock_ai_project_client.agents.delete_agent.side_effect = Exception("Deletion failed") - - with pytest.raises(Exception, match="Deletion failed"): - await chat_client._cleanup_agent_if_needed() # type: ignore - - -async def test_azure_ai_chat_client_aclose(mock_ai_project_client: MagicMock) -> None: - """Test aclose method calls cleanup.""" - chat_client = create_test_azure_ai_chat_client( - mock_ai_project_client, agent_id="agent-to-delete", should_delete_agent=True - ) - - await chat_client.close() - - # Verify agent deletion was called - mock_ai_project_client.agents.delete_agent.assert_called_once_with("agent-to-delete") - - -async def test_azure_ai_chat_client_async_context_manager(mock_ai_project_client: MagicMock) -> None: - """Test async context manager functionality.""" - chat_client = create_test_azure_ai_chat_client( - mock_ai_project_client, agent_id="agent-to-delete", should_delete_agent=True - ) - - # Test context manager - async with chat_client: - pass # Just test that we can enter and exit - - # Verify cleanup was called on exit - mock_ai_project_client.agents.delete_agent.assert_called_once_with("agent-to-delete") - - -async def test_azure_ai_chat_client_create_run_options_basic(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_create_run_options_basic(mock_agents_client: MagicMock) -> None: """Test _create_run_options with basic ChatOptions.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) messages = [ChatMessage(role=Role.USER, text="Hello")] chat_options = ChatOptions(max_tokens=100, temperature=0.7) @@ -446,9 +375,9 @@ async def test_azure_ai_chat_client_create_run_options_basic(mock_ai_project_cli assert tool_results is None -async def test_azure_ai_chat_client_create_run_options_no_chat_options(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_create_run_options_no_chat_options(mock_agents_client: MagicMock) -> None: """Test _create_run_options with no ChatOptions.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) messages = [ChatMessage(role=Role.USER, text="Hello")] @@ -458,13 +387,13 @@ async def test_azure_ai_chat_client_create_run_options_no_chat_options(mock_ai_p assert tool_results is None -async def test_azure_ai_chat_client_create_run_options_with_image_content(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_create_run_options_with_image_content(mock_agents_client: MagicMock) -> None: """Test _create_run_options with image content.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Mock get_agent - mock_ai_project_client.agents.get_agent = AsyncMock(return_value=None) + mock_agents_client.get_agent = AsyncMock(return_value=None) image_content = UriContent(uri="https://example.com/image.jpg", media_type="image/jpeg") messages = [ChatMessage(role=Role.USER, contents=[image_content])] @@ -478,9 +407,9 @@ async def test_azure_ai_chat_client_create_run_options_with_image_content(mock_a assert len(message.content) == 1 -def test_azure_ai_chat_client_convert_function_results_to_tool_output_none(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_convert_function_results_to_tool_output_none(mock_agents_client: MagicMock) -> None: """Test _convert_required_action_to_tool_output with None input.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) run_id, tool_outputs, tool_approvals = chat_client._convert_required_action_to_tool_output(None) # type: ignore @@ -489,31 +418,31 @@ def test_azure_ai_chat_client_convert_function_results_to_tool_output_none(mock_ assert tool_approvals is None -async def test_azure_ai_chat_client_close_client_when_should_close_true(mock_ai_project_client: MagicMock) -> None: - """Test _close_client_if_needed closes project_client when should_close_client is True.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) +async def test_azure_ai_chat_client_close_client_when_should_close_true(mock_agents_client: MagicMock) -> None: + """Test _close_client_if_needed closes agents_client when should_close_client is True.""" + chat_client = create_test_azure_ai_chat_client(mock_agents_client) chat_client._should_close_client = True # type: ignore - mock_ai_project_client.close = AsyncMock() + mock_agents_client.close = AsyncMock() await chat_client._close_client_if_needed() # type: ignore - mock_ai_project_client.close.assert_called_once() + mock_agents_client.close.assert_called_once() -async def test_azure_ai_chat_client_close_client_when_should_close_false(mock_ai_project_client: MagicMock) -> None: - """Test _close_client_if_needed does not close project_client when should_close_client is False.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) +async def test_azure_ai_chat_client_close_client_when_should_close_false(mock_agents_client: MagicMock) -> None: + """Test _close_client_if_needed does not close agents_client when should_close_client is False.""" + chat_client = create_test_azure_ai_chat_client(mock_agents_client) chat_client._should_close_client = False # type: ignore await chat_client._close_client_if_needed() # type: ignore - mock_ai_project_client.close.assert_not_called() + mock_agents_client.close.assert_not_called() -def test_azure_ai_chat_client_update_agent_name_when_current_is_none(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_update_agent_name_when_current_is_none(mock_agents_client: MagicMock) -> None: """Test _update_agent_name updates name when current agent_name is None.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) chat_client.agent_name = None # type: ignore chat_client._update_agent_name("NewAgentName") # type: ignore @@ -521,9 +450,9 @@ def test_azure_ai_chat_client_update_agent_name_when_current_is_none(mock_ai_pro assert chat_client.agent_name == "NewAgentName" -def test_azure_ai_chat_client_update_agent_name_when_current_exists(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_update_agent_name_when_current_exists(mock_agents_client: MagicMock) -> None: """Test _update_agent_name does not update when current agent_name exists.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) chat_client.agent_name = "ExistingName" # type: ignore chat_client._update_agent_name("NewAgentName") # type: ignore @@ -531,9 +460,9 @@ def test_azure_ai_chat_client_update_agent_name_when_current_exists(mock_ai_proj assert chat_client.agent_name == "ExistingName" -def test_azure_ai_chat_client_update_agent_name_with_none_input(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_update_agent_name_with_none_input(mock_agents_client: MagicMock) -> None: """Test _update_agent_name with None input.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) chat_client.agent_name = None # type: ignore chat_client._update_agent_name(None) # type: ignore @@ -541,9 +470,9 @@ def test_azure_ai_chat_client_update_agent_name_with_none_input(mock_ai_project_ assert chat_client.agent_name is None -async def test_azure_ai_chat_client_create_run_options_with_messages(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_create_run_options_with_messages(mock_agents_client: MagicMock) -> None: """Test _create_run_options with different message types.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) # Test with system message (becomes instruction) messages = [ @@ -559,9 +488,9 @@ async def test_azure_ai_chat_client_create_run_options_with_messages(mock_ai_pro assert len(run_options["additional_messages"]) == 1 # Only user message -async def test_azure_ai_chat_client_inner_get_response(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_inner_get_response(mock_agents_client: MagicMock) -> None: """Test _inner_get_response method.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") messages = [ChatMessage(role=Role.USER, text="Hello")] chat_options = ChatOptions() @@ -582,11 +511,11 @@ async def mock_streaming_response(): async def test_azure_ai_chat_client_get_agent_id_or_create_with_run_options( - mock_ai_project_client: MagicMock, azure_ai_unit_test_env: dict[str, str] + mock_agents_client: MagicMock, azure_ai_unit_test_env: dict[str, str] ) -> None: """Test _get_agent_id_or_create with run_options containing tools and instructions.""" azure_ai_settings = AzureAISettings(model_deployment_name=azure_ai_unit_test_env["AZURE_AI_MODEL_DEPLOYMENT_NAME"]) - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, azure_ai_settings=azure_ai_settings) + chat_client = create_test_azure_ai_chat_client(mock_agents_client, azure_ai_settings=azure_ai_settings) run_options = { "tools": [{"type": "function", "function": {"name": "test_tool"}}], @@ -599,16 +528,16 @@ async def test_azure_ai_chat_client_get_agent_id_or_create_with_run_options( assert agent_id == "test-agent-id" # Verify create_agent was called with run_options parameters - mock_ai_project_client.agents.create_agent.assert_called_once() - call_args = mock_ai_project_client.agents.create_agent.call_args[1] + mock_agents_client.create_agent.assert_called_once() + call_args = mock_agents_client.create_agent.call_args[1] assert "tools" in call_args assert "instructions" in call_args assert "response_format" in call_args -async def test_azure_ai_chat_client_prepare_thread_cancels_active_run(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_prepare_thread_cancels_active_run(mock_agents_client: MagicMock) -> None: """Test _prepare_thread cancels active thread run when provided.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") mock_thread_run = MagicMock() mock_thread_run.id = "run_123" @@ -619,12 +548,12 @@ async def test_azure_ai_chat_client_prepare_thread_cancels_active_run(mock_ai_pr result = await chat_client._prepare_thread("test-thread", mock_thread_run, run_options) # type: ignore assert result == "test-thread" - mock_ai_project_client.agents.runs.cancel.assert_called_once_with("test-thread", "run_123") + mock_agents_client.runs.cancel.assert_called_once_with("test-thread", "run_123") -def test_azure_ai_chat_client_create_function_call_contents_basic(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_create_function_call_contents_basic(mock_agents_client: MagicMock) -> None: """Test _create_function_call_contents with basic function call.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) mock_tool_call = MagicMock(spec=RequiredFunctionToolCall) mock_tool_call.id = "call_123" @@ -645,9 +574,9 @@ def test_azure_ai_chat_client_create_function_call_contents_basic(mock_ai_projec assert result[0].call_id == '["response_123", "call_123"]' -def test_azure_ai_chat_client_create_function_call_contents_no_submit_action(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_create_function_call_contents_no_submit_action(mock_agents_client: MagicMock) -> None: """Test _create_function_call_contents when required_action is not SubmitToolOutputsAction.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) mock_event_data = MagicMock(spec=ThreadRun) mock_event_data.required_action = MagicMock() @@ -658,10 +587,10 @@ def test_azure_ai_chat_client_create_function_call_contents_no_submit_action(moc def test_azure_ai_chat_client_create_function_call_contents_non_function_tool_call( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _create_function_call_contents with non-function tool call.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) mock_tool_call = MagicMock() @@ -677,10 +606,10 @@ def test_azure_ai_chat_client_create_function_call_contents_non_function_tool_ca async def test_azure_ai_chat_client_create_run_options_with_none_tool_choice( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _create_run_options with tool_choice set to 'none'.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) chat_options = ChatOptions() chat_options.tool_choice = "none" @@ -693,10 +622,10 @@ async def test_azure_ai_chat_client_create_run_options_with_none_tool_choice( async def test_azure_ai_chat_client_create_run_options_with_auto_tool_choice( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _create_run_options with tool_choice set to 'auto'.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) chat_options = ChatOptions() chat_options.tool_choice = "auto" @@ -709,10 +638,10 @@ async def test_azure_ai_chat_client_create_run_options_with_auto_tool_choice( async def test_azure_ai_chat_client_prepare_tool_choice_none_string( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _prepare_tool_choice when tool_choice is string 'none'.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) # Create a mock tool for testing mock_tool = MagicMock() @@ -727,10 +656,10 @@ async def test_azure_ai_chat_client_prepare_tool_choice_none_string( async def test_azure_ai_chat_client_create_run_options_tool_choice_required_specific_function( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _create_run_options with ToolMode.REQUIRED specifying a specific function name.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) required_tool_mode = ToolMode.REQUIRED("specific_function_name") @@ -750,10 +679,10 @@ async def test_azure_ai_chat_client_create_run_options_tool_choice_required_spec async def test_azure_ai_chat_client_create_run_options_with_response_format( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _create_run_options with response_format configured.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) class TestResponseModel(BaseModel): name: str = Field(description="Test name") @@ -768,19 +697,19 @@ class TestResponseModel(BaseModel): assert response_format.json_schema.name == "TestResponseModel" -def test_azure_ai_chat_client_service_url_method(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_service_url_method(mock_agents_client: MagicMock) -> None: """Test service_url method returns endpoint.""" - mock_ai_project_client._config.endpoint = "https://test-endpoint.com/" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + mock_agents_client._config.endpoint = "https://test-endpoint.com/" + chat_client = create_test_azure_ai_chat_client(mock_agents_client) url = chat_client.service_url() assert url == "https://test-endpoint.com/" -async def test_azure_ai_chat_client_prep_tools_ai_function(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_prep_tools_ai_function(mock_agents_client: MagicMock) -> None: """Test _prep_tools with AIFunction tool.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Create a mock AIFunction mock_ai_function = MagicMock(spec=AIFunction) @@ -793,10 +722,10 @@ async def test_azure_ai_chat_client_prep_tools_ai_function(mock_ai_project_clien mock_ai_function.to_json_schema_spec.assert_called_once() -async def test_azure_ai_chat_client_prep_tools_code_interpreter(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_prep_tools_code_interpreter(mock_agents_client: MagicMock) -> None: """Test _prep_tools with HostedCodeInterpreterTool.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") code_interpreter_tool = HostedCodeInterpreterTool() @@ -806,10 +735,10 @@ async def test_azure_ai_chat_client_prep_tools_code_interpreter(mock_ai_project_ assert isinstance(result[0], CodeInterpreterToolDefinition) -async def test_azure_ai_chat_client_prep_tools_mcp_tool(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_prep_tools_mcp_tool(mock_agents_client: MagicMock) -> None: """Test _prep_tools with HostedMCPTool.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") mcp_tool = HostedMCPTool(name="Test MCP Tool", url="https://example.com/mcp", allowed_tools=["tool1", "tool2"]) @@ -831,9 +760,9 @@ async def test_azure_ai_chat_client_prep_tools_mcp_tool(mock_ai_project_client: assert set(call_args["allowed_tools"]) == {"tool1", "tool2"} -async def test_azure_ai_chat_client_create_run_options_mcp_never_require(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_create_run_options_mcp_never_require(mock_agents_client: MagicMock) -> None: """Test _create_run_options with HostedMCPTool having never_require approval mode.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) mcp_tool = HostedMCPTool(name="Test MCP Tool", url="https://example.com/mcp", approval_mode="never_require") @@ -860,9 +789,9 @@ async def test_azure_ai_chat_client_create_run_options_mcp_never_require(mock_ai assert mcp_resource["require_approval"] == "never" -async def test_azure_ai_chat_client_create_run_options_mcp_with_headers(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_create_run_options_mcp_with_headers(mock_agents_client: MagicMock) -> None: """Test _create_run_options with HostedMCPTool having headers.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client) + chat_client = create_test_azure_ai_chat_client(mock_agents_client) # Test with headers headers = {"Authorization": "Bearer DUMMY_TOKEN", "X-API-Key": "DUMMY_KEY"} @@ -892,14 +821,14 @@ async def test_azure_ai_chat_client_create_run_options_mcp_with_headers(mock_ai_ assert mcp_resource["headers"] == headers -async def test_azure_ai_chat_client_prep_tools_web_search_bing_grounding(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_prep_tools_web_search_bing_grounding(mock_agents_client: MagicMock) -> None: """Test _prep_tools with HostedWebSearchTool using Bing Grounding.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") web_search_tool = HostedWebSearchTool( additional_properties={ - "connection_name": "test-connection-name", + "connection_id": "test-connection-id", "count": 5, "freshness": "Day", "market": "en-US", @@ -907,11 +836,6 @@ async def test_azure_ai_chat_client_prep_tools_web_search_bing_grounding(mock_ai } ) - # Mock connection get - mock_connection = MagicMock() - mock_connection.id = "test-connection-id" - mock_ai_project_client.connections.get = AsyncMock(return_value=mock_connection) - # Mock BingGroundingTool with patch("agent_framework_azure_ai._chat_client.BingGroundingTool") as mock_bing_grounding: mock_bing_tool = MagicMock() @@ -931,11 +855,11 @@ async def test_azure_ai_chat_client_prep_tools_web_search_bing_grounding(mock_ai async def test_azure_ai_chat_client_prep_tools_web_search_bing_grounding_with_connection_id( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _prep_tools with HostedWebSearchTool using Bing Grounding with connection_id (no HTTP call).""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") web_search_tool = HostedWebSearchTool( additional_properties={ @@ -954,29 +878,22 @@ async def test_azure_ai_chat_client_prep_tools_web_search_bing_grounding_with_co assert len(result) == 1 assert result[0] == {"type": "bing_grounding"} - # Verify that connection_id was used directly (no HTTP call to connections.get) - mock_ai_project_client.connections.get.assert_not_called() mock_bing_grounding.assert_called_once_with(connection_id="direct-connection-id", count=3) -async def test_azure_ai_chat_client_prep_tools_web_search_custom_bing(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_prep_tools_web_search_custom_bing(mock_agents_client: MagicMock) -> None: """Test _prep_tools with HostedWebSearchTool using Custom Bing Search.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") web_search_tool = HostedWebSearchTool( additional_properties={ - "custom_connection_name": "custom-bing-connection", + "custom_connection_id": "custom-connection-id", "custom_instance_name": "custom-instance", "count": 10, } ) - # Mock connection get - mock_connection = MagicMock() - mock_connection.id = "custom-connection-id" - mock_ai_project_client.connections.get = AsyncMock(return_value=mock_connection) - # Mock BingCustomSearchTool with patch("agent_framework_azure_ai._chat_client.BingCustomSearchTool") as mock_custom_bing: mock_custom_tool = MagicMock() @@ -987,65 +904,14 @@ async def test_azure_ai_chat_client_prep_tools_web_search_custom_bing(mock_ai_pr assert len(result) == 1 assert result[0] == {"type": "bing_custom_search"} - mock_ai_project_client.connections.get.assert_called_once_with(name="custom-bing-connection") - mock_custom_bing.assert_called_once_with( - connection_id="custom-connection-id", instance_name="custom-instance", count=10 - ) - - -async def test_azure_ai_chat_client_prep_tools_web_search_custom_bing_connection_error( - mock_ai_project_client: MagicMock, -) -> None: - """Test _prep_tools with HostedWebSearchTool when custom connection is not found.""" - - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") - - web_search_tool = HostedWebSearchTool( - additional_properties={ - "custom_connection_name": "nonexistent-connection", - "custom_instance_name": "custom-instance", - } - ) - - # Mock connection get to raise HttpResponseError - mock_ai_project_client.connections.get = AsyncMock(side_effect=HttpResponseError("Connection not found")) - - with pytest.raises( - ServiceInitializationError, - match="Bing custom connection 'nonexistent-connection' not found in the Azure AI Project", - ): - await chat_client._prep_tools([web_search_tool]) # type: ignore - - -async def test_azure_ai_chat_client_prep_tools_web_search_bing_grounding_connection_error( - mock_ai_project_client: MagicMock, -) -> None: - """Test _prep_tools with HostedWebSearchTool when Bing Grounding connection is not found.""" - - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") - - web_search_tool = HostedWebSearchTool( - additional_properties={ - "connection_name": "nonexistent-bing-connection", - } - ) - - # Mock connection get to raise HttpResponseError - mock_ai_project_client.connections.get = AsyncMock(side_effect=HttpResponseError("Connection not found")) - - with pytest.raises( - ServiceInitializationError, - match="Bing connection 'nonexistent-bing-connection' not found in the Azure AI Project", - ): - await chat_client._prep_tools([web_search_tool]) # type: ignore async def test_azure_ai_chat_client_prep_tools_file_search_with_vector_stores( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _prep_tools with HostedFileSearchTool using vector stores.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") vector_store_input = HostedVectorStoreContent(vector_store_id="vs-123") file_search_tool = HostedFileSearchTool(inputs=[vector_store_input]) @@ -1066,33 +932,11 @@ async def test_azure_ai_chat_client_prep_tools_file_search_with_vector_stores( mock_file_search.assert_called_once_with(vector_store_ids=["vs-123"]) -async def test_azure_ai_chat_client_setup_azure_ai_observability_success( - mock_ai_project_client: MagicMock, -) -> None: - """Test setup_azure_ai_observability success case with connection string.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") - - # Mock successful connection string retrieval - mock_ai_project_client.telemetry.get_application_insights_connection_string = AsyncMock( - return_value="InstrumentationKey=test-key;IngestionEndpoint=https://test.com" - ) - - # Mock setup_observability function (it's imported inside the method) - with patch("agent_framework.observability.setup_observability") as mock_setup: - await chat_client.setup_azure_ai_observability(enable_sensitive_data=True) - - # Verify setup_observability was called with the correct parameters - mock_setup.assert_called_once_with( - applicationinsights_connection_string="InstrumentationKey=test-key;IngestionEndpoint=https://test.com", - enable_sensitive_data=True, - ) - - async def test_azure_ai_chat_client_create_agent_stream_submit_tool_approvals( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _create_agent_stream with tool approvals submission path.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Mock active thread run that matches the tool run ID mock_thread_run = MagicMock() @@ -1111,7 +955,7 @@ async def test_azure_ai_chat_client_create_agent_stream_submit_tool_approvals( # Mock submit_tool_outputs_stream mock_handler = MagicMock() - mock_ai_project_client.agents.runs.submit_tool_outputs_stream = AsyncMock() + mock_agents_client.runs.submit_tool_outputs_stream = AsyncMock() with patch("azure.ai.agents.models.AsyncAgentEventHandler", return_value=mock_handler): stream, final_thread_id = await chat_client._create_agent_stream( # type: ignore @@ -1122,16 +966,16 @@ async def test_azure_ai_chat_client_create_agent_stream_submit_tool_approvals( assert final_thread_id == "test-thread" # Verify submit_tool_outputs_stream was called with approvals - mock_ai_project_client.agents.runs.submit_tool_outputs_stream.assert_called_once() - call_args = mock_ai_project_client.agents.runs.submit_tool_outputs_stream.call_args[1] + mock_agents_client.runs.submit_tool_outputs_stream.assert_called_once() + call_args = mock_agents_client.runs.submit_tool_outputs_stream.call_args[1] assert "tool_approvals" in call_args assert call_args["tool_approvals"][0].tool_call_id == "test-call-id" assert call_args["tool_approvals"][0].approve is True -async def test_azure_ai_chat_client_prep_tools_dict_tool(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_prep_tools_dict_tool(mock_agents_client: MagicMock) -> None: """Test _prep_tools with dictionary tool definition.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") dict_tool = {"type": "custom_tool", "config": {"param": "value"}} @@ -1141,9 +985,9 @@ async def test_azure_ai_chat_client_prep_tools_dict_tool(mock_ai_project_client: assert result[0] == dict_tool -async def test_azure_ai_chat_client_prep_tools_unsupported_tool(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_prep_tools_unsupported_tool(mock_agents_client: MagicMock) -> None: """Test _prep_tools with unsupported tool type.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") unsupported_tool = "not_a_tool" @@ -1151,10 +995,10 @@ async def test_azure_ai_chat_client_prep_tools_unsupported_tool(mock_ai_project_ await chat_client._prep_tools([unsupported_tool]) # type: ignore -async def test_azure_ai_chat_client_get_active_thread_run_with_active_run(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_get_active_thread_run_with_active_run(mock_agents_client: MagicMock) -> None: """Test _get_active_thread_run when there's an active run.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Mock an active run mock_run = MagicMock() @@ -1163,17 +1007,17 @@ async def test_azure_ai_chat_client_get_active_thread_run_with_active_run(mock_a async def mock_list_runs(*args, **kwargs): # type: ignore yield mock_run - mock_ai_project_client.agents.runs.list = mock_list_runs + mock_agents_client.runs.list = mock_list_runs result = await chat_client._get_active_thread_run("thread-123") # type: ignore assert result == mock_run -async def test_azure_ai_chat_client_get_active_thread_run_no_active_run(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_get_active_thread_run_no_active_run(mock_agents_client: MagicMock) -> None: """Test _get_active_thread_run when there's no active run.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Mock a completed run (not active) mock_run = MagicMock() @@ -1182,32 +1026,32 @@ async def test_azure_ai_chat_client_get_active_thread_run_no_active_run(mock_ai_ async def mock_list_runs(*args, **kwargs): # type: ignore yield mock_run - mock_ai_project_client.agents.runs.list = mock_list_runs + mock_agents_client.runs.list = mock_list_runs result = await chat_client._get_active_thread_run("thread-123") # type: ignore assert result is None -async def test_azure_ai_chat_client_get_active_thread_run_no_thread(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_get_active_thread_run_no_thread(mock_agents_client: MagicMock) -> None: """Test _get_active_thread_run with None thread_id.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") result = await chat_client._get_active_thread_run(None) # type: ignore assert result is None # Should not call list since thread_id is None - mock_ai_project_client.agents.runs.list.assert_not_called() + mock_agents_client.runs.list.assert_not_called() -async def test_azure_ai_chat_client_service_url(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_service_url(mock_agents_client: MagicMock) -> None: """Test service_url method.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Mock the config endpoint mock_config = MagicMock() mock_config.endpoint = "https://test-endpoint.com/" - mock_ai_project_client._config = mock_config + mock_agents_client._config = mock_config result = chat_client.service_url() @@ -1215,10 +1059,10 @@ async def test_azure_ai_chat_client_service_url(mock_ai_project_client: MagicMoc async def test_azure_ai_chat_client_convert_required_action_to_tool_output_function_result( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _convert_required_action_to_tool_output with FunctionResultContent.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Test with simple result function_result = FunctionResultContent(call_id='["run_123", "call_456"]', result="Simple result") @@ -1233,10 +1077,10 @@ async def test_azure_ai_chat_client_convert_required_action_to_tool_output_funct assert tool_outputs[0].output == "Simple result" -async def test_azure_ai_chat_client_convert_required_action_invalid_call_id(mock_ai_project_client: MagicMock) -> None: +async def test_azure_ai_chat_client_convert_required_action_invalid_call_id(mock_agents_client: MagicMock) -> None: """Test _convert_required_action_to_tool_output with invalid call_id format.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Invalid call_id format - should raise JSONDecodeError function_result = FunctionResultContent(call_id="invalid_json", result="result") @@ -1246,10 +1090,10 @@ async def test_azure_ai_chat_client_convert_required_action_invalid_call_id(mock async def test_azure_ai_chat_client_convert_required_action_invalid_structure( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _convert_required_action_to_tool_output with invalid call_id structure.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Valid JSON but invalid structure (missing second element) function_result = FunctionResultContent(call_id='["run_123"]', result="result") @@ -1263,7 +1107,7 @@ async def test_azure_ai_chat_client_convert_required_action_invalid_structure( async def test_azure_ai_chat_client_convert_required_action_serde_model_results( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _convert_required_action_to_tool_output with BaseModel results.""" @@ -1272,7 +1116,7 @@ def __init__(self, name: str, value: int): self.name = name self.value = value - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Test with BaseModel result mock_result = MockResult(name="test", value=42) @@ -1291,7 +1135,7 @@ def __init__(self, name: str, value: int): async def test_azure_ai_chat_client_convert_required_action_multiple_results( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _convert_required_action_to_tool_output with multiple results.""" @@ -1299,7 +1143,7 @@ class MockResult(SerializationMixin): def __init__(self, data: str): self.data = data - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Test with multiple results - mix of BaseModel and regular objects mock_basemodel = MockResult(data="model_data") @@ -1324,10 +1168,10 @@ def __init__(self, data: str): async def test_azure_ai_chat_client_convert_required_action_approval_response( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _convert_required_action_to_tool_output with FunctionApprovalResponseContent.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Test with approval response - need to provide required fields approval_response = FunctionApprovalResponseContent( @@ -1347,10 +1191,10 @@ async def test_azure_ai_chat_client_convert_required_action_approval_response( async def test_azure_ai_chat_client_create_function_call_contents_approval_request( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _create_function_call_contents with approval action.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Mock SubmitToolApprovalAction with RequiredMcpToolCall mock_tool_call = MagicMock(spec=RequiredMcpToolCall) @@ -1374,11 +1218,11 @@ async def test_azure_ai_chat_client_create_function_call_contents_approval_reque async def test_azure_ai_chat_client_get_agent_id_or_create_with_agent_name( - mock_ai_project_client: MagicMock, azure_ai_unit_test_env: dict[str, str] + mock_agents_client: MagicMock, azure_ai_unit_test_env: dict[str, str] ) -> None: """Test _get_agent_id_or_create uses default name when no agent_name set.""" azure_ai_settings = AzureAISettings(model_deployment_name=azure_ai_unit_test_env["AZURE_AI_MODEL_DEPLOYMENT_NAME"]) - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, azure_ai_settings=azure_ai_settings) + chat_client = create_test_azure_ai_chat_client(mock_agents_client, azure_ai_settings=azure_ai_settings) # Ensure agent_name is None to test the default chat_client.agent_name = None # type: ignore @@ -1387,17 +1231,17 @@ async def test_azure_ai_chat_client_get_agent_id_or_create_with_agent_name( assert agent_id == "test-agent-id" # Verify create_agent was called with default "UnnamedAgent" - mock_ai_project_client.agents.create_agent.assert_called_once() - call_kwargs = mock_ai_project_client.agents.create_agent.call_args[1] + mock_agents_client.create_agent.assert_called_once() + call_kwargs = mock_agents_client.create_agent.call_args[1] assert call_kwargs["name"] == "UnnamedAgent" async def test_azure_ai_chat_client_get_agent_id_or_create_with_response_format( - mock_ai_project_client: MagicMock, azure_ai_unit_test_env: dict[str, str] + mock_agents_client: MagicMock, azure_ai_unit_test_env: dict[str, str] ) -> None: """Test _get_agent_id_or_create with response_format in run_options.""" azure_ai_settings = AzureAISettings(model_deployment_name=azure_ai_unit_test_env["AZURE_AI_MODEL_DEPLOYMENT_NAME"]) - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, azure_ai_settings=azure_ai_settings) + chat_client = create_test_azure_ai_chat_client(mock_agents_client, azure_ai_settings=azure_ai_settings) # Test with response_format in run_options run_options = {"response_format": {"type": "json_object"}, "model": azure_ai_settings.model_deployment_name} @@ -1406,17 +1250,17 @@ async def test_azure_ai_chat_client_get_agent_id_or_create_with_response_format( assert agent_id == "test-agent-id" # Verify create_agent was called with response_format - mock_ai_project_client.agents.create_agent.assert_called_once() - call_kwargs = mock_ai_project_client.agents.create_agent.call_args[1] + mock_agents_client.create_agent.assert_called_once() + call_kwargs = mock_agents_client.create_agent.call_args[1] assert call_kwargs["response_format"] == {"type": "json_object"} async def test_azure_ai_chat_client_get_agent_id_or_create_with_tool_resources( - mock_ai_project_client: MagicMock, azure_ai_unit_test_env: dict[str, str] + mock_agents_client: MagicMock, azure_ai_unit_test_env: dict[str, str] ) -> None: """Test _get_agent_id_or_create with tool_resources in run_options.""" azure_ai_settings = AzureAISettings(model_deployment_name=azure_ai_unit_test_env["AZURE_AI_MODEL_DEPLOYMENT_NAME"]) - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, azure_ai_settings=azure_ai_settings) + chat_client = create_test_azure_ai_chat_client(mock_agents_client, azure_ai_settings=azure_ai_settings) # Test with tool_resources in run_options run_options = { @@ -1428,33 +1272,16 @@ async def test_azure_ai_chat_client_get_agent_id_or_create_with_tool_resources( assert agent_id == "test-agent-id" # Verify create_agent was called with tool_resources - mock_ai_project_client.agents.create_agent.assert_called_once() - call_kwargs = mock_ai_project_client.agents.create_agent.call_args[1] + mock_agents_client.create_agent.assert_called_once() + call_kwargs = mock_agents_client.create_agent.call_args[1] assert call_kwargs["tool_resources"] == {"vector_store_ids": ["vs-123"]} -async def test_azure_ai_chat_client_close_method(mock_ai_project_client: MagicMock) -> None: - """Test close method.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, should_delete_agent=True) - chat_client._should_close_client = True # type: ignore - chat_client.agent_id = "test-agent" - - # Mock cleanup methods - mock_ai_project_client.agents.delete_agent = AsyncMock() - mock_ai_project_client.close = AsyncMock() - - await chat_client.close() - - # Verify cleanup was called - mock_ai_project_client.agents.delete_agent.assert_called_once_with("test-agent") - mock_ai_project_client.close.assert_called_once() - - async def test_azure_ai_chat_client_create_agent_stream_submit_tool_outputs( - mock_ai_project_client: MagicMock, + mock_agents_client: MagicMock, ) -> None: """Test _create_agent_stream with tool outputs submission path.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Mock active thread run that matches the tool run ID mock_thread_run = MagicMock() @@ -1467,7 +1294,7 @@ async def test_azure_ai_chat_client_create_agent_stream_submit_tool_outputs( # Mock submit_tool_outputs_stream mock_handler = MagicMock() - mock_ai_project_client.agents.runs.submit_tool_outputs_stream = AsyncMock() + mock_agents_client.runs.submit_tool_outputs_stream = AsyncMock() with patch("azure.ai.agents.models.AsyncAgentEventHandler", return_value=mock_handler): stream, final_thread_id = await chat_client._create_agent_stream( # type: ignore @@ -1475,13 +1302,13 @@ async def test_azure_ai_chat_client_create_agent_stream_submit_tool_outputs( ) # Should call submit_tool_outputs_stream since we have matching run ID - mock_ai_project_client.agents.runs.submit_tool_outputs_stream.assert_called_once() + mock_agents_client.runs.submit_tool_outputs_stream.assert_called_once() assert final_thread_id == "test-thread" -def test_azure_ai_chat_client_extract_url_citations_with_citations(mock_ai_project_client: MagicMock) -> None: +def test_azure_ai_chat_client_extract_url_citations_with_citations(mock_agents_client: MagicMock) -> None: """Test _extract_url_citations with MessageDeltaChunk containing URL citations.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id="test-agent") # Create mock URL citation annotation mock_url_citation = MagicMock() @@ -1524,28 +1351,6 @@ def test_azure_ai_chat_client_extract_url_citations_with_citations(mock_ai_proje assert citation.annotated_regions[0].end_index == 20 -async def test_azure_ai_chat_client_setup_azure_ai_observability_resource_not_found( - mock_ai_project_client: MagicMock, -) -> None: - """Test setup_azure_ai_observability when Application Insights connection string is not found.""" - chat_client = create_test_azure_ai_chat_client(mock_ai_project_client, agent_id="test-agent") - - # Mock telemetry.get_application_insights_connection_string to raise ResourceNotFoundError - mock_ai_project_client.telemetry.get_application_insights_connection_string = AsyncMock( - side_effect=ResourceNotFoundError("No Application Insights found") - ) - - # Mock logger.warning to capture the warning message - with patch("agent_framework_azure_ai._chat_client.logger") as mock_logger: - await chat_client.setup_azure_ai_observability() - - # Verify warning was logged - mock_logger.warning.assert_called_once_with( - "No Application Insights connection string found for the Azure AI Project, " - "please call setup_observability() manually." - ) - - def get_weather( location: Annotated[str, Field(description="The location to get the weather for.")], ) -> str: @@ -1570,7 +1375,7 @@ async def test_azure_ai_chat_client_get_response() -> None: ) messages.append(ChatMessage(role="user", text="What's the weather like today?")) - # Test that the project_client can be used to get a response + # Test that the agents_client can be used to get a response response = await azure_ai_chat_client.get_response(messages=messages) assert response is not None @@ -1588,7 +1393,7 @@ async def test_azure_ai_chat_client_get_response_tools() -> None: messages: list[ChatMessage] = [] messages.append(ChatMessage(role="user", text="What's the weather like in Seattle?")) - # Test that the project_client can be used to get a response + # Test that the agents_client can be used to get a response response = await azure_ai_chat_client.get_response( messages=messages, tools=[get_weather], @@ -1617,7 +1422,7 @@ async def test_azure_ai_chat_client_streaming() -> None: ) messages.append(ChatMessage(role="user", text="What's the weather like today?")) - # Test that the project_client can be used to get a response + # Test that the agents_client can be used to get a response response = azure_ai_chat_client.get_streaming_response(messages=messages) full_message: str = "" @@ -1641,7 +1446,7 @@ async def test_azure_ai_chat_client_streaming_tools() -> None: messages: list[ChatMessage] = [] messages.append(ChatMessage(role="user", text="What's the weather like in Seattle?")) - # Test that the project_client can be used to get a response + # Test that the agents_client can be used to get a response response = azure_ai_chat_client.get_streaming_response( messages=messages, tools=[get_weather], @@ -1791,10 +1596,8 @@ async def test_azure_ai_chat_client_agent_file_search(): try: # 1. Read and upload the test file to the Azure AI agent service test_file_path = Path(__file__).parent / "resources" / "employees.pdf" - file = await client.project_client.agents.files.upload_and_poll( - file_path=str(test_file_path), purpose="assistants" - ) - vector_store = await client.project_client.agents.vector_stores.create_and_poll( + file = await client.agents_client.files.upload_and_poll(file_path=str(test_file_path), purpose="assistants") + vector_store = await client.agents_client.vector_stores.create_and_poll( file_ids=[file.id], name="test_employees_vectorstore" ) @@ -1819,9 +1622,9 @@ async def test_azure_ai_chat_client_agent_file_search(): # 4. Cleanup: Delete the vector store and file try: if vector_store: - await client.project_client.agents.vector_stores.delete(vector_store.id) + await client.agents_client.vector_stores.delete(vector_store.id) if file: - await client.project_client.agents.files.delete(file.id) + await client.agents_client.files.delete(file.id) except Exception: # Ignore cleanup errors to avoid masking the actual test failure pass @@ -1947,3 +1750,57 @@ async def test_azure_ai_chat_client_agent_chat_options_agent_level() -> None: assert isinstance(response, AgentRunResponse) assert response.text is not None assert len(response.text) > 0 + + +async def test_azure_ai_chat_client_cleanup_agent_when_enabled_and_created( + mock_agents_client: MagicMock, +) -> None: + """Test that agent is cleaned up when should_cleanup_agent=True and agent was created by client.""" + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id=None, should_cleanup_agent=True) + + # Simulate agent creation + chat_client.agent_id = "created-agent-id" + chat_client._agent_created = True # type: ignore + + await chat_client._cleanup_agent_if_needed() # type: ignore + + # Verify agent was deleted + mock_agents_client.delete_agent.assert_called_once_with("created-agent-id") + assert chat_client.agent_id is None + assert chat_client._agent_created is False # type: ignore + + +async def test_azure_ai_chat_client_no_cleanup_when_disabled( + mock_agents_client: MagicMock, +) -> None: + """Test that agent is not cleaned up when should_cleanup_agent=False.""" + chat_client = create_test_azure_ai_chat_client(mock_agents_client, agent_id=None, should_cleanup_agent=False) + + # Simulate agent creation + chat_client.agent_id = "created-agent-id" + chat_client._agent_created = True + + await chat_client._cleanup_agent_if_needed() # type: ignore + + # Verify agent was NOT deleted + mock_agents_client.delete_agent.assert_not_called() + assert chat_client.agent_id == "created-agent-id" + assert chat_client._agent_created is True + + +async def test_azure_ai_chat_client_no_cleanup_when_agent_not_created_by_client( + mock_agents_client: MagicMock, +) -> None: + """Test that agent is not cleaned up when it was not created by this client instance.""" + chat_client = create_test_azure_ai_chat_client( + mock_agents_client, agent_id="existing-agent-id", should_cleanup_agent=True + ) + + # Agent exists but was not created by this client (_agent_created = False) + assert chat_client._agent_created is False # type: ignore + + await chat_client._cleanup_agent_if_needed() # type: ignore + + # Verify agent was NOT deleted + mock_agents_client.delete_agent.assert_not_called() + assert chat_client.agent_id == "existing-agent-id" diff --git a/python/packages/chatkit/pyproject.toml b/python/packages/chatkit/pyproject.toml index 31248cf8191..c7af5f3a4cb 100644 --- a/python/packages/chatkit/pyproject.toml +++ b/python/packages/chatkit/pyproject.toml @@ -4,7 +4,7 @@ description = "OpenAI ChatKit integration for Microsoft Agent Framework." authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251001" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" diff --git a/python/packages/copilotstudio/pyproject.toml b/python/packages/copilotstudio/pyproject.toml index 7d2b9272019..7cc8708c953 100644 --- a/python/packages/copilotstudio/pyproject.toml +++ b/python/packages/copilotstudio/pyproject.toml @@ -4,7 +4,7 @@ description = "Copilot Studio integration for Microsoft Agent Framework." authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ diff --git a/python/packages/core/agent_framework/_clients.py b/python/packages/core/agent_framework/_clients.py index e4b2d53cc69..3cac845ed32 100644 --- a/python/packages/core/agent_framework/_clients.py +++ b/python/packages/core/agent_framework/_clients.py @@ -19,7 +19,7 @@ ) from ._serialization import SerializationMixin from ._threads import ChatMessageStoreProtocol -from ._tools import ToolProtocol +from ._tools import FUNCTION_INVOKING_CHAT_CLIENT_MARKER, FunctionInvocationConfiguration, ToolProtocol from ._types import ChatMessage, ChatOptions, ChatResponse, ChatResponseUpdate, ToolMode, prepare_messages if TYPE_CHECKING: @@ -357,6 +357,10 @@ def __init__( self.middleware = middleware + self.function_invocation_configuration = ( + FunctionInvocationConfiguration() if hasattr(self.__class__, FUNCTION_INVOKING_CHAT_CLIENT_MARKER) else None + ) + def to_dict(self, *, exclude: set[str] | None = None, exclude_none: bool = True) -> dict[str, Any]: """Convert the instance to a dictionary. diff --git a/python/packages/core/agent_framework/_tools.py b/python/packages/core/agent_framework/_tools.py index 22b9921e497..83df62e29dd 100644 --- a/python/packages/core/agent_framework/_tools.py +++ b/python/packages/core/agent_framework/_tools.py @@ -71,6 +71,7 @@ __all__ = [ "FUNCTION_INVOKING_CHAT_CLIENT_MARKER", "AIFunction", + "FunctionInvocationConfiguration", "HostedCodeInterpreterTool", "HostedFileSearchTool", "HostedMCPSpecificApproval", @@ -84,7 +85,8 @@ logger = get_logger() FUNCTION_INVOKING_CHAT_CLIENT_MARKER: Final[str] = "__function_invoking_chat_client__" -DEFAULT_MAX_ITERATIONS: Final[int] = 10 +DEFAULT_MAX_ITERATIONS: Final[int] = 40 +DEFAULT_MAX_CONSECUTIVE_ERRORS_PER_REQUEST: Final[int] = 3 TChatClient = TypeVar("TChatClient", bound="ChatClientProtocol") # region Helpers @@ -156,34 +158,19 @@ def _parse_inputs( # region Tools @runtime_checkable class ToolProtocol(Protocol): - """Represents a generic tool that can be specified to an AI service. + """Represents a generic tool. This protocol defines the interface that all tools must implement to be compatible - with the agent framework. + with the agent framework. It is implemented by various tool classes such as HostedMCPTool, + HostedWebSearchTool, and AIFunction's. A AIFunction is usually created by the `ai_function` decorator. + + Since each connector needs to parse tools differently, users can pass a dict to + specify a service-specific tool when no abstraction is available. Attributes: name: The name of the tool. description: A description of the tool, suitable for use in describing the purpose to a model. additional_properties: Additional properties associated with the tool. - - Examples: - .. code-block:: python - - from agent_framework import ToolProtocol - - - class CustomTool: - def __init__(self, name: str, description: str) -> None: - self.name = name - self.description = description - self.additional_properties = None - - def __str__(self) -> str: - return f"CustomTool(name={self.name})" - - - # Tool now implements ToolProtocol - tool: ToolProtocol = CustomTool("my_tool", "Does something useful") """ name: str @@ -201,22 +188,11 @@ def __str__(self) -> str: class BaseTool(SerializationMixin): """Base class for AI tools, providing common attributes and methods. - This class provides the foundation for creating custom tools with serialization support. + Used as the base class for the various tools in the agent framework, such as HostedMCPTool, + HostedWebSearchTool, and AIFunction. - Examples: - .. code-block:: python - - from agent_framework import BaseTool - - - class MyCustomTool(BaseTool): - def __init__(self, name: str, custom_param: str) -> None: - super().__init__(name=name, description="My custom tool") - self.custom_param = custom_param - - - tool = MyCustomTool(name="custom", custom_param="value") - print(tool) # MyCustomTool(name=custom, description=My custom tool) + Since each connector needs to parse tools differently, this class is not exposed directly to end users. + In most cases, users can pass a dict to specify a service-specific tool when no abstraction is available. """ DEFAULT_EXCLUDE: ClassVar[set[str]] = {"additional_properties"} @@ -551,6 +527,10 @@ def _default_histogram() -> Histogram: TClass = TypeVar("TClass", bound="SerializationMixin") +class EmptyInputModel(BaseModel): + """An empty input model for functions with no parameters.""" + + class AIFunction(BaseTool, Generic[ArgsT, ReturnT]): """A tool that wraps a Python function to make it callable by AI models. @@ -602,8 +582,10 @@ def __init__( name: str, description: str = "", approval_mode: Literal["always_require", "never_require"] | None = None, + max_invocations: int | None = None, + max_invocation_exceptions: int | None = None, additional_properties: dict[str, Any] | None = None, - func: Callable[..., Awaitable[ReturnT] | ReturnT], + func: Callable[..., Awaitable[ReturnT] | ReturnT] | None = None, input_model: type[ArgsT] | Mapping[str, Any] | None = None, **kwargs: Any, ) -> None: @@ -614,6 +596,10 @@ def __init__( description: A description of the function. approval_mode: Whether or not approval is required to run this tool. Default is that approval is not needed. + max_invocations: The maximum number of times this function can be invoked. + If None, there is no limit. Should be at least 1. + max_invocation_exceptions: The maximum number of exceptions allowed during invocations. + If None, there is no limit. Should be at least 1. additional_properties: Additional properties to set on the function. func: The function to wrap. input_model: The Pydantic model that defines the input parameters for the function. @@ -630,21 +616,56 @@ def __init__( self.func = func self.input_model = self._resolve_input_model(input_model) self.approval_mode = approval_mode or "never_require" + if max_invocations is not None and max_invocations < 1: + raise ValueError("max_invocations must be at least 1 or None.") + if max_invocation_exceptions is not None and max_invocation_exceptions < 1: + raise ValueError("max_invocation_exceptions must be at least 1 or None.") + self.max_invocations = max_invocations + self.invocation_count = 0 + self.max_invocation_exceptions = max_invocation_exceptions + self.invocation_exception_count = 0 self._invocation_duration_histogram = _default_histogram() self.type: Literal["ai_function"] = "ai_function" + @property + def declaration_only(self) -> bool: + """Indicate whether the function is declaration only (i.e., has no implementation).""" + return self.func is None + def _resolve_input_model(self, input_model: type[ArgsT] | Mapping[str, Any] | None) -> type[ArgsT]: - if input_model: - if inspect.isclass(input_model) and issubclass(input_model, BaseModel): - return input_model - if isinstance(input_model, Mapping): - return cast(type[ArgsT], _create_model_from_json_schema(self.name, input_model)) - raise TypeError("input_model must be a Pydantic BaseModel subclass or a JSON schema dict.") - return cast(type[ArgsT], _create_input_model_from_func(self.func, self.name)) + """Resolve the input model for the function.""" + if input_model is None: + if self.func is None: + return cast(type[ArgsT], EmptyInputModel) + return cast(type[ArgsT], _create_input_model_from_func(func=self.func, name=self.name)) + if inspect.isclass(input_model) and issubclass(input_model, BaseModel): + return input_model + if isinstance(input_model, Mapping): + return cast(type[ArgsT], _create_model_from_json_schema(self.name, input_model)) + raise TypeError("input_model must be a Pydantic BaseModel subclass or a JSON schema dict.") def __call__(self, *args: Any, **kwargs: Any) -> ReturnT | Awaitable[ReturnT]: """Call the wrapped function with the provided arguments.""" - return self.func(*args, **kwargs) + if self.func is None: + raise ToolException(f"Function '{self.name}' is declaration only and cannot be invoked.") + if self.max_invocations is not None and self.invocation_count >= self.max_invocations: + raise ToolException( + f"Function '{self.name}' has reached its maximum invocation limit, you can no longer use this tool." + ) + if ( + self.max_invocation_exceptions is not None + and self.invocation_exception_count >= self.max_invocation_exceptions + ): + raise ToolException( + f"Function '{self.name}' has reached its maximum exception limit, " + f"you tried to use this tool too many times and it kept failing." + ) + self.invocation_count += 1 + try: + return self.func(*args, **kwargs) + except Exception: + self.invocation_exception_count += 1 + raise async def invoke( self, @@ -664,6 +685,8 @@ async def invoke( Raises: TypeError: If arguments is not an instance of the expected input model. """ + if self.declaration_only: + raise ToolException(f"Function '{self.name}' is declaration only and cannot be invoked.") global OBSERVABILITY_SETTINGS from .observability import OBSERVABILITY_SETTINGS @@ -833,7 +856,7 @@ def _parse_annotation(annotation: Any) -> Any: return annotation -def _create_input_model_from_func(func: Callable[..., Any], tool_name: str) -> type[BaseModel]: +def _create_input_model_from_func(func: Callable[..., Any], name: str) -> type[BaseModel]: """Create a Pydantic model from a function's signature.""" sig = inspect.signature(func) fields = { @@ -844,7 +867,7 @@ def _create_input_model_from_func(func: Callable[..., Any], tool_name: str) -> t for pname, param in sig.parameters.items() if pname not in {"self", "cls"} } - return create_model(f"{tool_name}_input", **fields) # type: ignore[call-overload, no-any-return] + return create_model(f"{name}_input", **fields) # type: ignore[call-overload, no-any-return] # Map JSON Schema types to Pydantic types @@ -907,6 +930,8 @@ def ai_function( name: str | None = None, description: str | None = None, approval_mode: Literal["always_require", "never_require"] | None = None, + max_invocations: int | None = None, + max_invocation_exceptions: int | None = None, additional_properties: dict[str, Any] | None = None, ) -> AIFunction[Any, ReturnT]: ... @@ -918,6 +943,8 @@ def ai_function( name: str | None = None, description: str | None = None, approval_mode: Literal["always_require", "never_require"] | None = None, + max_invocations: int | None = None, + max_invocation_exceptions: int | None = None, additional_properties: dict[str, Any] | None = None, ) -> Callable[[Callable[..., ReturnT | Awaitable[ReturnT]]], AIFunction[Any, ReturnT]]: ... @@ -928,6 +955,8 @@ def ai_function( name: str | None = None, description: str | None = None, approval_mode: Literal["always_require", "never_require"] | None = None, + max_invocations: int | None = None, + max_invocation_exceptions: int | None = None, additional_properties: dict[str, Any] | None = None, ) -> AIFunction[Any, ReturnT] | Callable[[Callable[..., ReturnT | Awaitable[ReturnT]]], AIFunction[Any, ReturnT]]: """Decorate a function to turn it into a AIFunction that can be passed to models and executed automatically. @@ -940,6 +969,22 @@ def ai_function( with a string description as the second argument. You can also use Pydantic's ``Field`` class for more advanced configuration. + Args: + func: The function to decorate. + + Keyword Args: + name: The name of the function. If not provided, the function's ``__name__`` + attribute will be used. + description: A description of the function. If not provided, the function's + docstring will be used. + approval_mode: Whether or not approval is required to run this tool. + Default is that approval is not needed. + max_invocations: The maximum number of times this function can be invoked. + If None, there is no limit, should be at least 1. + max_invocation_exceptions: The maximum number of exceptions allowed during invocations. + If None, there is no limit, should be at least 1. + additional_properties: Additional properties to set on the function. + Note: When approval_mode is set to "always_require", the function will not be executed until explicit approval is given, this only applies to the auto-invocation flow. @@ -997,6 +1042,8 @@ def wrapper(f: Callable[..., ReturnT | Awaitable[ReturnT]]) -> AIFunction[Any, R name=tool_name, description=tool_desc, approval_mode=approval_mode, + max_invocations=max_invocations, + max_invocation_exceptions=max_invocation_exceptions, additional_properties=additional_properties or {}, func=f, ) @@ -1009,10 +1056,123 @@ def wrapper(f: Callable[..., ReturnT | Awaitable[ReturnT]]) -> AIFunction[Any, R # region Function Invoking Chat Client +class FunctionInvocationConfiguration(SerializationMixin): + """Configuration for function invocation in chat clients. + + This class is created automatically on every chat client that supports function invocation. + This means that for most cases you can just alter the attributes on the instance, rather then creating a new one. + + Example: + .. code-block:: python + from agent_framework.openai import OpenAIChatClient + + # Create an OpenAI chat client + client = OpenAIChatClient(api_key="your_api_key") + + # Disable function invocation + client.function_invocation_config.enabled = False + + # Set maximum iterations to 10 + client.function_invocation_config.max_iterations = 10 + + # Enable termination on unknown function calls + client.function_invocation_config.terminate_on_unknown_calls = True + + # Add additional tools for function execution + client.function_invocation_config.additional_tools = [my_custom_tool] + + # Enable detailed error information in function results + client.function_invocation_config.include_detailed_errors = True + + # You can also create a new configuration instance if needed + new_config = FunctionInvocationConfiguration( + enabled=True, + max_iterations=20, + terminate_on_unknown_calls=False, + additional_tools=[another_tool], + include_detailed_errors=False, + ) + + # and then assign it to the client + client.function_invocation_config = new_config + + + Attributes: + enabled: Whether function invocation is enabled. + When this is set to False, the client will not attempt to invoke any functions, + because the tool mode will be set to None. + max_iterations: Maximum number of function invocation iterations. + Each request to this client might end up making multiple requests to the model. Each time the model responds + with a function call request, this client might perform that invocation and send the results back to the + model in a new request. This property limits the number of times such a roundtrip is performed. The value + must be at least one, as it includes the initial request. + If you want to fully disable function invocation, use the ``enabled`` property. + The default is 40. + max_consecutive_errors_per_request: Maximum consecutive errors allowed per request. + The maximum number of consecutive function call errors allowed before stopping + further function calls for the request. + The default is 3. + terminate_on_unknown_calls: Whether to terminate on unknown function calls. + When False, call requests to any tools that aren't available to the client + will result in a response message automatically being created and returned to the inner client stating that + the tool couldn't be found. This behavior can help in cases where a model hallucinates a function, but it's + problematic if the model has been made aware of the existence of tools outside of the normal mechanisms, and + requests one of those. ``additional_tools`` can be used to help with that. But if instead the consumer wants + to know about all function call requests that the client can't handle, this can be set to True. Upon + receiving a request to call a function that the client doesn't know about, it will terminate the function + calling loop and return the response, leaving the handling of the function call requests to the consumer of + the client. + additional_tools: Additional tools to include for function execution. + These will not impact the requests sent by the client, which will pass through the + ``tools`` unmodified. However, if the inner client requests the invocation of a tool + that was not in ``ChatOptions.tools``, this ``additional_tools`` collection will also be consulted to look + for a corresponding tool. This is useful when the service might have been pre-configured to be aware of + certain tools that aren't also sent on each individual request. These tools are treated the same as + ``declaration_only`` tools and will be returned to the user. + include_detailed_errors: Whether to include detailed error information in function results. + When set to True, detailed error information such as exception type and message + will be included in the function result content when a function invocation fails. + When False, only a generic error message will be included. + + + """ + + def __init__( + self, + enabled: bool = True, + max_iterations: int = DEFAULT_MAX_ITERATIONS, + max_consecutive_errors_per_request: int = DEFAULT_MAX_CONSECUTIVE_ERRORS_PER_REQUEST, + terminate_on_unknown_calls: bool = False, + additional_tools: Sequence[ToolProtocol] | None = None, + include_detailed_errors: bool = False, + ) -> None: + """Initialize FunctionInvocationConfiguration. + + Args: + enabled: Whether function invocation is enabled. + max_iterations: Maximum number of function invocation iterations. + max_consecutive_errors_per_request: Maximum consecutive errors allowed per request. + terminate_on_unknown_calls: Whether to terminate on unknown function calls. + additional_tools: Additional tools to include for function execution. + include_detailed_errors: Whether to include detailed error information in function results. + """ + self.enabled = enabled + if max_iterations < 1: + raise ValueError("max_iterations must be at least 1.") + self.max_iterations = max_iterations + if max_consecutive_errors_per_request < 0: + raise ValueError("max_consecutive_errors_per_request must be 0 or more.") + self.max_consecutive_errors_per_request = max_consecutive_errors_per_request + self.terminate_on_unknown_calls = terminate_on_unknown_calls + self.additional_tools = additional_tools or [] + self.include_detailed_errors = include_detailed_errors + + async def _auto_invoke_function( function_call_content: "FunctionCallContent | FunctionApprovalResponseContent", custom_args: dict[str, Any] | None = None, *, + config: FunctionInvocationConfiguration, tool_map: dict[str, AIFunction[BaseModel, Any]], sequence_index: int | None = None, request_index: int | None = None, @@ -1025,6 +1185,7 @@ async def _auto_invoke_function( custom_args: Additional custom arguments to merge with parsed arguments. Keyword Args: + config: The function invocation configuration. tool_map: A mapping of tool names to AIFunction instances. sequence_index: The index of the function call in the sequence. request_index: The index of the request iteration. @@ -1037,29 +1198,33 @@ async def _auto_invoke_function( KeyError: If the requested function is not found in the tool map. """ from ._types import ( - FunctionApprovalRequestContent, - FunctionApprovalResponseContent, - FunctionCallContent, FunctionResultContent, ) + # Note: The scenarios for approval_mode="always_require", declaration_only, and + # terminate_on_unknown_calls are all handled in _try_execute_function_calls before + # this function is called. This function only handles the actual execution of approved, + # non-declaration-only functions. + tool: AIFunction[BaseModel, Any] | None = None - if isinstance(function_call_content, FunctionCallContent): + if function_call_content.type == "function_call": tool = tool_map.get(function_call_content.name) + # Tool should exist because _try_execute_function_calls validates this if tool is None: - raise KeyError(f"No tool or function named '{function_call_content.name}'") - if tool.approval_mode == "always_require": - return FunctionApprovalRequestContent(id=function_call_content.call_id, function_call=function_call_content) + exc = KeyError(f'Function "{function_call_content.name}" not found.') + return FunctionResultContent( + call_id=function_call_content.call_id, + result=f'Error: Requested function "{function_call_content.name}" not found.', + exception=exc, + ) else: - if isinstance(function_call_content, FunctionApprovalResponseContent): - if function_call_content.approved: - tool = tool_map.get(function_call_content.function_call.name) - if tool is None: - # we assume it is a hosted tool - return function_call_content - function_call_content = function_call_content.function_call - else: - raise ToolException("Unapproved tool cannot be executed.") + # Note: Unapproved tools (approved=False) are handled in _replace_approval_contents_with_results + # and never reach this function, so we only handle approved=True cases here. + tool = tool_map.get(function_call_content.function_call.name) + if tool is None: + # we assume it is a hosted tool + return function_call_content + function_call_content = function_call_content.function_call parsed_args: dict[str, Any] = dict(function_call_content.parse_arguments() or {}) @@ -1068,10 +1233,10 @@ async def _auto_invoke_function( try: args = tool.input_model.model_validate(merged_args) except ValidationError as exc: - return FunctionResultContent( - call_id=function_call_content.call_id, - exception=exc, - ) + message = "Error: Argument parsing failed." + if config.include_detailed_errors: + message = f"{message} Exception: {exc}" + return FunctionResultContent(call_id=function_call_content.call_id, result=message, exception=exc) if not middleware_pipeline or ( not hasattr(middleware_pipeline, "has_middlewares") and not middleware_pipeline.has_middlewares ): @@ -1086,10 +1251,10 @@ async def _auto_invoke_function( result=function_result, ) except Exception as exc: - return FunctionResultContent( - call_id=function_call_content.call_id, - exception=exc, - ) + message = "Error: Function failed." + if config.include_detailed_errors: + message = f"{message} Exception: {exc}" + return FunctionResultContent(call_id=function_call_content.call_id, result=message, exception=exc) # Execute through middleware pipeline if available from ._middleware import FunctionInvocationContext @@ -1117,10 +1282,10 @@ async def final_function_handler(context_obj: Any) -> Any: result=function_result, ) except Exception as exc: - return FunctionResultContent( - call_id=function_call_content.call_id, - exception=exc, - ) + message = "Error: Function failed." + if config.include_detailed_errors: + message = f"{message} Exception: {exc}" + return FunctionResultContent(call_id=function_call_content.call_id, result=message, exception=exc) def _get_tool_map( @@ -1141,7 +1306,7 @@ def _get_tool_map( return ai_function_list -async def _execute_function_calls( +async def _try_execute_function_calls( custom_args: dict[str, Any], attempt_idx: int, function_calls: Sequence["FunctionCallContent"] | Sequence["FunctionApprovalResponseContent"], @@ -1149,6 +1314,7 @@ async def _execute_function_calls( | Callable[..., Any] \ | MutableMapping[str, Any] \ | Sequence[ToolProtocol | Callable[..., Any] | MutableMapping[str, Any]]", + config: FunctionInvocationConfiguration, middleware_pipeline: Any = None, # Optional MiddlewarePipeline to avoid circular imports ) -> Sequence["Contents"]: """Execute multiple function calls concurrently. @@ -1158,22 +1324,33 @@ async def _execute_function_calls( attempt_idx: The index of the current attempt iteration. function_calls: A sequence of FunctionCallContent to execute. tools: The tools available for execution. + config: Configuration for function invocation. middleware_pipeline: Optional middleware pipeline to apply during execution. Returns: - A list of Contents containing the results of each function call. + A list of Contents containing the results of each function call, + or the approval requests if any function requires approval, + or the original function calls if any are declaration only. """ from ._types import FunctionApprovalRequestContent, FunctionCallContent tool_map = _get_tool_map(tools) approval_tools = [tool_name for tool_name, tool in tool_map.items() if tool.approval_mode == "always_require"] + declaration_only = [tool_name for tool_name, tool in tool_map.items() if tool.declaration_only] + additional_tool_names = [tool.name for tool in config.additional_tools] if config.additional_tools else [] # check if any are calling functions that need approval # if so, we return approval request for all approval_needed = False + declaration_only_flag = False for fcc in function_calls: if isinstance(fcc, FunctionCallContent) and fcc.name in approval_tools: approval_needed = True break + if isinstance(fcc, FunctionCallContent) and (fcc.name in declaration_only or fcc.name in additional_tool_names): + declaration_only_flag = True + break + if config.terminate_on_unknown_calls and isinstance(fcc, FunctionCallContent) and fcc.name not in tool_map: + raise KeyError(f'Error: Requested function "{fcc.name}" not found.') if approval_needed: # approval can only be needed for Function Call Contents, not Approval Responses. return [ @@ -1181,6 +1358,9 @@ async def _execute_function_calls( for fcc in function_calls if isinstance(fcc, FunctionCallContent) ] + if declaration_only_flag: + # return the declaration only tools to the user, since we cannot execute them. + return [fcc for fcc in function_calls if isinstance(fcc, FunctionCallContent)] # Run all function calls concurrently return await asyncio.gather(*[ @@ -1191,6 +1371,7 @@ async def _execute_function_calls( sequence_index=seq_idx, request_index=attempt_idx, middleware_pipeline=middleware_pipeline, + config=config, ) for seq_idx, function_call in enumerate(function_calls) ]) @@ -1334,17 +1515,17 @@ async def function_invocation_wrapper( # because the underlying function may not preserve it in kwargs stored_middleware_pipeline = kwargs.get("_function_middleware_pipeline") - # Get max_iterations from instance additional_properties or class attribute - instance_max_iterations: int = DEFAULT_MAX_ITERATIONS - if hasattr(self, "additional_properties") and self.additional_properties: - instance_max_iterations = self.additional_properties.get("max_iterations", DEFAULT_MAX_ITERATIONS) - elif hasattr(self.__class__, "MAX_ITERATIONS"): - instance_max_iterations = getattr(self.__class__, "MAX_ITERATIONS", DEFAULT_MAX_ITERATIONS) + # Get the config for function invocation (not part of ChatClientProtocol, hence getattr) + config: FunctionInvocationConfiguration | None = getattr(self, "function_invocation_configuration", None) + if not config: + # Default config if not set + config = FunctionInvocationConfiguration() + errors_in_a_row: int = 0 prepped_messages = prepare_messages(messages) response: "ChatResponse | None" = None fcc_messages: "list[ChatMessage]" = [] - for attempt_idx in range(instance_max_iterations): + for attempt_idx in range(config.max_iterations if config.enabled else 0): fcc_todo = _collect_approval_responses(prepped_messages) if fcc_todo: tools = _extract_tools(kwargs) @@ -1352,13 +1533,29 @@ async def function_invocation_wrapper( approved_responses = [resp for resp in fcc_todo.values() if resp.approved] approved_function_results: list[Contents] = [] if approved_responses: - approved_function_results = await _execute_function_calls( + approved_function_results = await _try_execute_function_calls( custom_args=kwargs, attempt_idx=attempt_idx, function_calls=approved_responses, tools=tools, # type: ignore middleware_pipeline=stored_middleware_pipeline, + config=config, ) + if any( + fcr.exception is not None + for fcr in approved_function_results + if isinstance(fcr, FunctionResultContent) + ): + errors_in_a_row += 1 + # no need to reset the counter here, since this is the start of a new attempt. + if errors_in_a_row >= config.max_consecutive_errors_per_request: + logger.warning( + "Maximum consecutive function call errors reached (%d). " + "Stopping further function calls for this request.", + config.max_consecutive_errors_per_request, + ) + # break out of the loop and do the fallback response + break _replace_approval_contents_with_results(prepped_messages, fcc_todo, approved_function_results) response = await func(self, messages=prepped_messages, **kwargs) @@ -1381,15 +1578,15 @@ async def function_invocation_wrapper( if function_calls and tools: # Use the stored middleware pipeline instead of extracting from kwargs # because kwargs may have been modified by the underlying function - function_call_results: list[Contents] = await _execute_function_calls( + function_call_results: list[Contents] = await _try_execute_function_calls( custom_args=kwargs, attempt_idx=attempt_idx, function_calls=function_calls, tools=tools, # type: ignore middleware_pipeline=stored_middleware_pipeline, + config=config, ) - - # Check if we have approval requests in the results + # Check if we have approval requests or function calls (not results) in the results if any(isinstance(fccr, FunctionApprovalRequestContent) for fccr in function_call_results): # Add approval requests to the existing assistant message (with tool_calls) # instead of creating a separate tool message @@ -1402,6 +1599,26 @@ async def function_invocation_wrapper( result_message = ChatMessage(role="assistant", contents=function_call_results) response.messages.append(result_message) return response + if any(isinstance(fccr, FunctionCallContent) for fccr in function_call_results): + # the function calls are already in the response, so we just continue + return response + + if any( + fcr.exception is not None + for fcr in function_call_results + if isinstance(fcr, FunctionResultContent) + ): + errors_in_a_row += 1 + if errors_in_a_row >= config.max_consecutive_errors_per_request: + logger.warning( + "Maximum consecutive function call errors reached (%d). " + "Stopping further function calls for this request.", + config.max_consecutive_errors_per_request, + ) + # break out of the loop and do the fallback response + break + else: + errors_in_a_row = 0 # add a single ChatMessage to the response with the results result_message = ChatMessage(role="tool", contents=function_call_results) @@ -1482,16 +1699,16 @@ async def streaming_function_invocation_wrapper( # because the underlying function may not preserve it in kwargs stored_middleware_pipeline = kwargs.get("_function_middleware_pipeline") - # Get max_iterations from instance additional_properties or class attribute - instance_max_iterations: int = DEFAULT_MAX_ITERATIONS - if hasattr(self, "additional_properties") and self.additional_properties: - instance_max_iterations = self.additional_properties.get("max_iterations", DEFAULT_MAX_ITERATIONS) - elif hasattr(self.__class__, "MAX_ITERATIONS"): - instance_max_iterations = getattr(self.__class__, "MAX_ITERATIONS", DEFAULT_MAX_ITERATIONS) + # Get the config for function invocation (not part of ChatClientProtocol, hence getattr) + config: FunctionInvocationConfiguration | None = getattr(self, "function_invocation_configuration", None) + if not config: + # Default config if not set + config = FunctionInvocationConfiguration() + errors_in_a_row: int = 0 prepped_messages = prepare_messages(messages) fcc_messages: "list[ChatMessage]" = [] - for attempt_idx in range(instance_max_iterations): + for attempt_idx in range(config.max_iterations if config.enabled else 0): fcc_todo = _collect_approval_responses(prepped_messages) if fcc_todo: tools = _extract_tools(kwargs) @@ -1499,13 +1716,21 @@ async def streaming_function_invocation_wrapper( approved_responses = [resp for resp in fcc_todo.values() if resp.approved] approved_function_results: list[Contents] = [] if approved_responses: - approved_function_results = await _execute_function_calls( + approved_function_results = await _try_execute_function_calls( custom_args=kwargs, attempt_idx=attempt_idx, function_calls=approved_responses, tools=tools, # type: ignore middleware_pipeline=stored_middleware_pipeline, + config=config, ) + if any( + fcr.exception is not None + for fcr in approved_function_results + if isinstance(fcr, FunctionResultContent) + ): + errors_in_a_row += 1 + # no need to reset the counter here, since this is the start of a new attempt. _replace_approval_contents_with_results(prepped_messages, fcc_todo, approved_function_results) all_updates: list["ChatResponseUpdate"] = [] @@ -1551,15 +1776,16 @@ async def streaming_function_invocation_wrapper( if function_calls and tools: # Use the stored middleware pipeline instead of extracting from kwargs # because kwargs may have been modified by the underlying function - function_call_results: list[Contents] = await _execute_function_calls( + function_call_results: list[Contents] = await _try_execute_function_calls( custom_args=kwargs, attempt_idx=attempt_idx, function_calls=function_calls, tools=tools, # type: ignore middleware_pipeline=stored_middleware_pipeline, + config=config, ) - # Check if we have approval requests in the results + # Check if we have approval requests or function calls (not results) in the results if any(isinstance(fccr, FunctionApprovalRequestContent) for fccr in function_call_results): # Add approval requests to the existing assistant message (with tool_calls) # instead of creating a separate tool message @@ -1575,6 +1801,26 @@ async def streaming_function_invocation_wrapper( yield ChatResponseUpdate(contents=function_call_results, role="assistant") response.messages.append(result_message) return + if any(isinstance(fccr, FunctionCallContent) for fccr in function_call_results): + # the function calls were already yielded. + return + + if any( + fcr.exception is not None + for fcr in function_call_results + if isinstance(fcr, FunctionResultContent) + ): + errors_in_a_row += 1 + if errors_in_a_row >= config.max_consecutive_errors_per_request: + logger.warning( + "Maximum consecutive function call errors reached (%d). " + "Stopping further function calls for this request.", + config.max_consecutive_errors_per_request, + ) + # break out of the loop and do the fallback response + break + else: + errors_in_a_row = 0 # add a single ChatMessage to the response with the results result_message = ChatMessage(role="tool", contents=function_call_results) @@ -1648,10 +1894,6 @@ async def get_streaming_response(self, messages, **kwargs): if getattr(chat_client, FUNCTION_INVOKING_CHAT_CLIENT_MARKER, False): return chat_client - # Set MAX_ITERATIONS as a class variable if not already set - if not hasattr(chat_client, "MAX_ITERATIONS"): - chat_client.MAX_ITERATIONS = DEFAULT_MAX_ITERATIONS # type: ignore - try: chat_client.get_response = _handle_function_calls_response( # type: ignore func=chat_client.get_response, # type: ignore diff --git a/python/packages/core/agent_framework/openai/_assistants_client.py b/python/packages/core/agent_framework/openai/_assistants_client.py index 239efb76e37..8a28075e624 100644 --- a/python/packages/core/agent_framework/openai/_assistants_client.py +++ b/python/packages/core/agent_framework/openai/_assistants_client.py @@ -502,8 +502,6 @@ def _convert_function_results_to_tool_output( tool_outputs = [] if function_result_content.result: output = prepare_function_call_results(function_result_content.result) - elif function_result_content.exception: - output = "Error: " + str(function_result_content.exception) else: output = "No output received." tool_outputs.append(ToolOutput(tool_call_id=call_id, output=output)) diff --git a/python/packages/core/agent_framework/openai/_chat_client.py b/python/packages/core/agent_framework/openai/_chat_client.py index 70a37894d46..e6a4087508e 100644 --- a/python/packages/core/agent_framework/openai/_chat_client.py +++ b/python/packages/core/agent_framework/openai/_chat_client.py @@ -380,11 +380,6 @@ def _openai_chat_message_parser(self, message: ChatMessage) -> list[dict[str, An args["tool_call_id"] = content.call_id if content.result is not None: args["content"] = prepare_function_call_results(content.result) - elif content.exception is not None: - # Send the exception message to the model - # Otherwise we won't have any channels to talk to OpenAI - # TODO(yuge): This should ideally be customizable - args["content"] = "Error: " + str(content.exception) case _: if "content" not in args: args["content"] = [] diff --git a/python/packages/core/agent_framework/openai/_responses_client.py b/python/packages/core/agent_framework/openai/_responses_client.py index 0d422f33bcf..279180e0eef 100644 --- a/python/packages/core/agent_framework/openai/_responses_client.py +++ b/python/packages/core/agent_framework/openai/_responses_client.py @@ -501,8 +501,6 @@ def _openai_content_parser( } if content.result: args["output"] = prepare_function_call_results(content.result) - if content.exception: - args["output"] = "Error: " + str(content.exception) return args case FunctionApprovalRequestContent(): return { diff --git a/python/packages/core/agent_framework/openai/_shared.py b/python/packages/core/agent_framework/openai/_shared.py index e381e1b2cd8..bea58786c87 100644 --- a/python/packages/core/agent_framework/openai/_shared.py +++ b/python/packages/core/agent_framework/openai/_shared.py @@ -17,7 +17,7 @@ from openai.types.images_response import ImagesResponse from openai.types.responses.response import Response from openai.types.responses.response_stream_event import ResponseStreamEvent -from packaging import version +from packaging.version import parse from pydantic import SecretStr from .._logging import get_logger @@ -58,8 +58,8 @@ def _check_openai_version_for_callable_api_key() -> None: If the version is too old, raise a ServiceInitializationError with helpful message. """ try: - current_version = version.parse(openai.__version__) - min_required_version = version.parse("1.106.0") + current_version = parse(openai.__version__) + min_required_version = parse("1.106.0") if current_version < min_required_version: raise ServiceInitializationError( diff --git a/python/packages/core/pyproject.toml b/python/packages/core/pyproject.toml index c4cef634a3e..38eb1323db6 100644 --- a/python/packages/core/pyproject.toml +++ b/python/packages/core/pyproject.toml @@ -4,7 +4,7 @@ description = "Microsoft Agent Framework for building AI Agents with Python. Thi authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ @@ -32,9 +33,10 @@ dependencies = [ "opentelemetry-exporter-otlp-proto-grpc>=1.36.0", "opentelemetry-semantic-conventions-ai>=0.4.13", # connectors and functions - "openai>=1.99.0,<2", + "openai>=1.99.0", "azure-identity>=1,<2", "mcp[ws]>=1.13", + "packaging>=24.1", ] [project.optional-dependencies] diff --git a/python/packages/core/tests/core/test_function_invocation_logic.py b/python/packages/core/tests/core/test_function_invocation_logic.py index 2812f19c9d4..77b95d98a24 100644 --- a/python/packages/core/tests/core/test_function_invocation_logic.py +++ b/python/packages/core/tests/core/test_function_invocation_logic.py @@ -605,7 +605,7 @@ def ai_func(arg1: str) -> str: ] # Set max_iterations to 1 in additional_properties - chat_client_base.additional_properties = {"max_iterations": 1} + chat_client_base.function_invocation_configuration.max_iterations = 1 response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[ai_func]) @@ -615,3 +615,1450 @@ def ai_func(arg1: str) -> str: # 3. Fall back to asking for a plain answer with tool_choice="none" assert exec_counter == 1 # Only first function executed assert response.messages[-1].text == "I broke out of the function invocation loop..." # Failsafe response + + +async def test_function_invocation_config_enabled_false(chat_client_base: ChatClientProtocol): + """Test that setting enabled=False disables function invocation.""" + exec_counter = 0 + + @ai_function(name="test_function") + def ai_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Processed {arg1}" + + chat_client_base.run_responses = [ + ChatResponse(messages=ChatMessage(role="assistant", text="response without function calling")), + ] + + # Disable function invocation + chat_client_base.function_invocation_configuration.enabled = False + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[ai_func]) + + # Function should not be executed - when enabled=False, the loop doesn't run + assert exec_counter == 0 + # The response should be from the mock client + assert len(response.messages) > 0 + + +async def test_function_invocation_config_max_consecutive_errors(chat_client_base: ChatClientProtocol): + """Test that max_consecutive_errors_per_request limits error retries.""" + + @ai_function(name="error_function") + def error_func(arg1: str) -> str: + raise ValueError("Function error") + + # Set up multiple function call responses that will all error + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="error_function", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="2", name="error_function", arguments='{"arg1": "value2"}')], + ) + ), + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="3", name="error_function", arguments='{"arg1": "value3"}')], + ) + ), + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="4", name="error_function", arguments='{"arg1": "value4"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="final response")), + ] + + # Set max_consecutive_errors to 2 + chat_client_base.function_invocation_configuration.max_consecutive_errors_per_request = 2 + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[error_func]) + + # Should stop after 2 consecutive errors and force a non-tool response + error_results = [ + content + for msg in response.messages + for content in msg.contents + if isinstance(content, FunctionResultContent) and content.exception + ] + # The first call errors, then the second call errors, hitting the limit + # So we get 2 function calls with errors, but the responses show the behavior stopped + assert len(error_results) >= 1 # At least one error occurred + # Should have stopped making new function calls after hitting the error limit + function_calls = [ + content for msg in response.messages for content in msg.contents if isinstance(content, FunctionCallContent) + ] + # Should have made at most 2 function calls before stopping + assert len(function_calls) <= 2 + + +async def test_function_invocation_config_terminate_on_unknown_calls_false(chat_client_base: ChatClientProtocol): + """Test that terminate_on_unknown_calls=False returns error message for unknown functions.""" + exec_counter = 0 + + @ai_function(name="known_function") + def known_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Processed {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="unknown_function", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Set terminate_on_unknown_calls to False (default) + chat_client_base.function_invocation_configuration.terminate_on_unknown_calls = False + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[known_func]) + + # Should have a result message indicating the tool wasn't found + assert len(response.messages) == 3 + assert isinstance(response.messages[1].contents[0], FunctionResultContent) + result_str = response.messages[1].contents[0].result or response.messages[1].contents[0].exception or "" + assert "not found" in result_str.lower() + assert exec_counter == 0 # Known function not executed + + +async def test_function_invocation_config_terminate_on_unknown_calls_true(chat_client_base: ChatClientProtocol): + """Test that terminate_on_unknown_calls=True stops execution on unknown functions.""" + exec_counter = 0 + + @ai_function(name="known_function") + def known_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Processed {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="unknown_function", arguments='{"arg1": "value1"}')], + ) + ), + ] + + # Set terminate_on_unknown_calls to True + chat_client_base.function_invocation_configuration.terminate_on_unknown_calls = True + + # Should raise an exception when encountering an unknown function + with pytest.raises(KeyError, match='Error: Requested function "unknown_function" not found'): + await chat_client_base.get_response("hello", tool_choice="auto", tools=[known_func]) + + assert exec_counter == 0 + + +async def test_function_invocation_config_additional_tools(chat_client_base: ChatClientProtocol): + """Test that additional_tools are available but treated as declaration_only.""" + exec_counter_visible = 0 + exec_counter_hidden = 0 + + @ai_function(name="visible_function") + def visible_func(arg1: str) -> str: + nonlocal exec_counter_visible + exec_counter_visible += 1 + return f"Visible {arg1}" + + @ai_function(name="hidden_function") + def hidden_func(arg1: str) -> str: + nonlocal exec_counter_hidden + exec_counter_hidden += 1 + return f"Hidden {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="hidden_function", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Add hidden_func to additional_tools + chat_client_base.function_invocation_configuration.additional_tools = [hidden_func] + + # Only pass visible_func in the tools parameter + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[visible_func]) + + # Additional tools are treated as declaration_only, so not executed + # The function call should be in the messages but not executed + assert exec_counter_hidden == 0 + assert exec_counter_visible == 0 + # Should have the function call in messages (declaration_only behavior) + function_calls = [ + content + for msg in response.messages + for content in msg.contents + if isinstance(content, FunctionCallContent) and content.name == "hidden_function" + ] + assert len(function_calls) >= 1 + + +async def test_function_invocation_config_include_detailed_errors_false(chat_client_base: ChatClientProtocol): + """Test that include_detailed_errors=False returns generic error messages.""" + + @ai_function(name="error_function") + def error_func(arg1: str) -> str: + raise ValueError("Specific error message that should not appear") + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="error_function", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Set include_detailed_errors to False (default) + chat_client_base.function_invocation_configuration.include_detailed_errors = False + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[error_func]) + + # Should have a generic error message + error_result = next( + content for msg in response.messages for content in msg.contents if isinstance(content, FunctionResultContent) + ) + assert error_result.result is not None + assert error_result.exception is not None + assert "Specific error message" not in error_result.result + assert "Error:" in error_result.result # Generic error prefix + + +async def test_function_invocation_config_include_detailed_errors_true(chat_client_base: ChatClientProtocol): + """Test that include_detailed_errors=True returns detailed error information.""" + + @ai_function(name="error_function") + def error_func(arg1: str) -> str: + raise ValueError("Specific error message that should appear") + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="error_function", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Set include_detailed_errors to True + chat_client_base.function_invocation_configuration.include_detailed_errors = True + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[error_func]) + + # Should have detailed error message + error_result = next( + content for msg in response.messages for content in msg.contents if isinstance(content, FunctionResultContent) + ) + assert error_result.result is not None + assert error_result.exception is not None + assert "Specific error message that should appear" in error_result.result + # The error format includes "Function failed. Exception:" prefix + assert "Exception:" in error_result.result + + +async def test_function_invocation_config_validation_max_iterations(): + """Test that max_iterations validation works correctly.""" + from agent_framework import FunctionInvocationConfiguration + + # Valid values + config = FunctionInvocationConfiguration(max_iterations=1) + assert config.max_iterations == 1 + + config = FunctionInvocationConfiguration(max_iterations=100) + assert config.max_iterations == 100 + + # Invalid value (less than 1) + with pytest.raises(ValueError, match="max_iterations must be at least 1"): + FunctionInvocationConfiguration(max_iterations=0) + + with pytest.raises(ValueError, match="max_iterations must be at least 1"): + FunctionInvocationConfiguration(max_iterations=-1) + + +async def test_function_invocation_config_validation_max_consecutive_errors(): + """Test that max_consecutive_errors_per_request validation works correctly.""" + from agent_framework import FunctionInvocationConfiguration + + # Valid values + config = FunctionInvocationConfiguration(max_consecutive_errors_per_request=0) + assert config.max_consecutive_errors_per_request == 0 + + config = FunctionInvocationConfiguration(max_consecutive_errors_per_request=5) + assert config.max_consecutive_errors_per_request == 5 + + # Invalid value (less than 0) + with pytest.raises(ValueError, match="max_consecutive_errors_per_request must be 0 or more"): + FunctionInvocationConfiguration(max_consecutive_errors_per_request=-1) + + +async def test_argument_validation_error_with_detailed_errors(chat_client_base: ChatClientProtocol): + """Test that argument validation errors include details when include_detailed_errors=True.""" + + @ai_function(name="typed_function") + def typed_func(arg1: int) -> str: # Expects int, not str + return f"Got {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="typed_function", arguments='{"arg1": "not_an_int"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Set include_detailed_errors to True + chat_client_base.function_invocation_configuration.include_detailed_errors = True + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[typed_func]) + + # Should have detailed validation error + error_result = next( + content for msg in response.messages for content in msg.contents if isinstance(content, FunctionResultContent) + ) + assert error_result.result is not None + assert error_result.exception is not None + assert "Argument parsing failed" in error_result.result + assert "Exception:" in error_result.result # Detailed error included + + +async def test_argument_validation_error_without_detailed_errors(chat_client_base: ChatClientProtocol): + """Test that argument validation errors are generic when include_detailed_errors=False.""" + + @ai_function(name="typed_function") + def typed_func(arg1: int) -> str: # Expects int, not str + return f"Got {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="typed_function", arguments='{"arg1": "not_an_int"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Set include_detailed_errors to False (default) + chat_client_base.function_invocation_configuration.include_detailed_errors = False + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[typed_func]) + + # Should have generic validation error + error_result = next( + content for msg in response.messages for content in msg.contents if isinstance(content, FunctionResultContent) + ) + assert error_result.result is not None + assert error_result.exception is not None + assert "Argument parsing failed" in error_result.result + assert "Exception:" not in error_result.result # No detailed error + + +async def test_hosted_tool_approval_response(chat_client_base: ChatClientProtocol): + """Test handling of approval responses for hosted tools (tools not in tool_map).""" + from agent_framework import FunctionApprovalResponseContent + + @ai_function(name="local_function") + def local_func(arg1: str) -> str: + return f"Local {arg1}" + + # Create an approval response for a hosted tool that's not in our tool_map + hosted_function_call = FunctionCallContent( + call_id="hosted_1", name="hosted_function", arguments='{"arg1": "value"}' + ) + approval_response = FunctionApprovalResponseContent( + id="approval_1", + function_call=hosted_function_call, + approved=True, + ) + + chat_client_base.run_responses = [ + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Send the approval response + response = await chat_client_base.get_response( + [ChatMessage(role="user", contents=[approval_response])], + tool_choice="auto", + tools=[local_func], + ) + + # The hosted tool approval should be returned as-is (not executed) + # Check that we got a response without errors + assert response is not None + + +async def test_unapproved_tool_execution_raises_exception(chat_client_base: ChatClientProtocol): + """Test that attempting to execute an unapproved tool raises ToolException.""" + from agent_framework import FunctionApprovalResponseContent + + @ai_function(name="test_function", approval_mode="always_require") + def test_func(arg1: str) -> str: + return f"Result {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[ + FunctionCallContent(call_id="1", name="test_function", arguments='{"arg1": "value1"}'), + ], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Get approval request + response1 = await chat_client_base.get_response("hello", tool_choice="auto", tools=[test_func]) + + approval_req = [c for c in response1.messages[0].contents if isinstance(c, FunctionApprovalRequestContent)][0] + + # Create a rejection response (approved=False) + rejection_response = FunctionApprovalResponseContent( + id=approval_req.id, + function_call=approval_req.function_call, + approved=False, + ) + + # Continue conversation with rejection + all_messages = response1.messages + [ChatMessage(role="user", contents=[rejection_response])] + + # This should handle the rejection gracefully (not raise ToolException to user) + await chat_client_base.get_response(all_messages, tool_choice="auto", tools=[test_func]) + + # Should have a rejection result + rejection_result = next( + ( + content + for msg in all_messages + for content in msg.contents + if isinstance(content, FunctionResultContent) + and "rejected" in (content.result or content.exception or "").lower() + ), + None, + ) + assert rejection_result is not None + + +async def test_approved_function_call_with_error_without_detailed_errors(chat_client_base: ChatClientProtocol): + """Test that approved functions that raise errors return generic error messages. + + When include_detailed_errors=False. + """ + from agent_framework import FunctionApprovalResponseContent + + exec_counter = 0 + + @ai_function(name="error_func", approval_mode="always_require") + def error_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + raise ValueError("Specific error from approved function") + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="error_func", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Set include_detailed_errors to False (default) + chat_client_base.function_invocation_configuration.include_detailed_errors = False + + # Get approval request + response1 = await chat_client_base.get_response("hello", tool_choice="auto", tools=[error_func]) + + approval_req = [c for c in response1.messages[0].contents if isinstance(c, FunctionApprovalRequestContent)][0] + + # Approve the function + approval_response = FunctionApprovalResponseContent( + id=approval_req.id, + function_call=approval_req.function_call, + approved=True, + ) + + all_messages = response1.messages + [ChatMessage(role="user", contents=[approval_response])] + + # Execute the approved function (which will error) + await chat_client_base.get_response(all_messages, tool_choice="auto", tools=[error_func]) + + # Should have executed the function + assert exec_counter == 1 + + # Should have an error result with generic message + error_result = next( + ( + content + for msg in all_messages + for content in msg.contents + if isinstance(content, FunctionResultContent) and content.exception is not None + ), + None, + ) + assert error_result is not None + assert error_result.result is not None + assert "Error: Function failed." in error_result.result + assert "Specific error from approved function" not in error_result.result # Detail not included + + +async def test_approved_function_call_with_error_with_detailed_errors(chat_client_base: ChatClientProtocol): + """Test that approved functions that raise errors return detailed error messages. + + When include_detailed_errors=True. + """ + from agent_framework import FunctionApprovalResponseContent + + exec_counter = 0 + + @ai_function(name="error_func", approval_mode="always_require") + def error_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + raise ValueError("Specific error from approved function") + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="error_func", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Set include_detailed_errors to True + chat_client_base.function_invocation_configuration.include_detailed_errors = True + + # Get approval request + response1 = await chat_client_base.get_response("hello", tool_choice="auto", tools=[error_func]) + + approval_req = [c for c in response1.messages[0].contents if isinstance(c, FunctionApprovalRequestContent)][0] + + # Approve the function + approval_response = FunctionApprovalResponseContent( + id=approval_req.id, + function_call=approval_req.function_call, + approved=True, + ) + + all_messages = response1.messages + [ChatMessage(role="user", contents=[approval_response])] + + # Execute the approved function (which will error) + await chat_client_base.get_response(all_messages, tool_choice="auto", tools=[error_func]) + + # Should have executed the function + assert exec_counter == 1 + + # Should have an error result with detailed message + error_result = next( + ( + content + for msg in all_messages + for content in msg.contents + if isinstance(content, FunctionResultContent) and content.exception is not None + ), + None, + ) + assert error_result is not None + assert error_result.result is not None + assert "Error: Function failed." in error_result.result + assert "Exception:" in error_result.result + assert "Specific error from approved function" in error_result.result # Detail included + + +async def test_approved_function_call_with_validation_error(chat_client_base: ChatClientProtocol): + """Test that approved functions with validation errors are handled correctly.""" + from agent_framework import FunctionApprovalResponseContent + + exec_counter = 0 + + @ai_function(name="typed_func", approval_mode="always_require") + def typed_func(arg1: int) -> str: # Expects int, not str + nonlocal exec_counter + exec_counter += 1 + return f"Got {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="typed_func", arguments='{"arg1": "not_an_int"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Set include_detailed_errors to True to see validation details + chat_client_base.function_invocation_configuration.include_detailed_errors = True + + # Get approval request + response1 = await chat_client_base.get_response("hello", tool_choice="auto", tools=[typed_func]) + + approval_req = [c for c in response1.messages[0].contents if isinstance(c, FunctionApprovalRequestContent)][0] + + # Approve the function (even though it will fail validation) + approval_response = FunctionApprovalResponseContent( + id=approval_req.id, + function_call=approval_req.function_call, + approved=True, + ) + + all_messages = response1.messages + [ChatMessage(role="user", contents=[approval_response])] + + # Execute the approved function (which will fail validation) + await chat_client_base.get_response(all_messages, tool_choice="auto", tools=[typed_func]) + + # Should NOT have executed the function (validation failed before execution) + assert exec_counter == 0 + + # Should have a validation error result + error_result = next( + ( + content + for msg in all_messages + for content in msg.contents + if isinstance(content, FunctionResultContent) and content.exception is not None + ), + None, + ) + assert error_result is not None + assert error_result.result is not None + assert "Argument parsing failed" in error_result.result + + +async def test_approved_function_call_successful_execution(chat_client_base: ChatClientProtocol): + """Test that approved functions execute successfully when no errors occur.""" + from agent_framework import FunctionApprovalResponseContent + + exec_counter = 0 + + @ai_function(name="success_func", approval_mode="always_require") + def success_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Success {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="success_func", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Get approval request + response1 = await chat_client_base.get_response("hello", tool_choice="auto", tools=[success_func]) + + approval_req = [c for c in response1.messages[0].contents if isinstance(c, FunctionApprovalRequestContent)][0] + + # Approve the function + approval_response = FunctionApprovalResponseContent( + id=approval_req.id, + function_call=approval_req.function_call, + approved=True, + ) + + all_messages = response1.messages + [ChatMessage(role="user", contents=[approval_response])] + + # Execute the approved function + await chat_client_base.get_response(all_messages, tool_choice="auto", tools=[success_func]) + + # Should have executed successfully + assert exec_counter == 1 + + # Should have a success result + success_result = next( + ( + content + for msg in all_messages + for content in msg.contents + if isinstance(content, FunctionResultContent) and content.exception is None + ), + None, + ) + assert success_result is not None + assert success_result.result == "Success value1" + + +async def test_declaration_only_tool_not_executed(chat_client_base: ChatClientProtocol): + """Test that declaration_only tools are not executed.""" + exec_counter = 0 + + @ai_function(name="declaration_func") + def declaration_func_inner(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Result {arg1}" + + # Create a new AIFunction with declaration_only set + from agent_framework import AIFunction + + declaration_func = AIFunction( + name="declaration_func", + func=declaration_func_inner, + additional_properties={"declaration_only": True}, + ) + # Set declaration_only on the instance + object.__setattr__(declaration_func, "_declaration_only", True) + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="declaration_func", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[declaration_func]) + + # Function should NOT be executed + assert exec_counter == 0 + # Should have the function call in messages but not a result + function_calls = [ + content + for msg in response.messages + for content in msg.contents + if isinstance(content, FunctionCallContent) and content.name == "declaration_func" + ] + assert len(function_calls) >= 1 + + +async def test_multiple_function_calls_parallel_execution(chat_client_base: ChatClientProtocol): + """Test that multiple function calls are executed in parallel.""" + import asyncio + + exec_order = [] + + @ai_function(name="func1") + async def func1(arg1: str) -> str: + exec_order.append("func1_start") + await asyncio.sleep(0.01) # Small delay + exec_order.append("func1_end") + return f"Result1 {arg1}" + + @ai_function(name="func2") + async def func2(arg1: str) -> str: + exec_order.append("func2_start") + await asyncio.sleep(0.01) # Small delay + exec_order.append("func2_end") + return f"Result2 {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[ + FunctionCallContent(call_id="1", name="func1", arguments='{"arg1": "value1"}'), + FunctionCallContent(call_id="2", name="func2", arguments='{"arg1": "value2"}'), + ], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[func1, func2]) + + # Both functions should have been executed + assert "func1_start" in exec_order + assert "func1_end" in exec_order + assert "func2_start" in exec_order + assert "func2_end" in exec_order + + # Should have results for both + results = [ + content for msg in response.messages for content in msg.contents if isinstance(content, FunctionResultContent) + ] + assert len(results) == 2 + + +async def test_callable_function_converted_to_ai_function(chat_client_base: ChatClientProtocol): + """Test that plain callable functions are converted to AIFunction.""" + exec_counter = 0 + + def plain_function(arg1: str) -> str: + """A plain function without decorator.""" + nonlocal exec_counter + exec_counter += 1 + return f"Plain {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="plain_function", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + # Pass plain function (will be auto-converted) + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[plain_function]) + + # Function should be executed + assert exec_counter == 1 + result = next( + content for msg in response.messages for content in msg.contents if isinstance(content, FunctionResultContent) + ) + assert result.result == "Plain value1" + + +async def test_conversation_id_handling(chat_client_base: ChatClientProtocol): + """Test that conversation_id is properly handled and messages are cleared.""" + + @ai_function(name="test_function") + def test_func(arg1: str) -> str: + return f"Result {arg1}" + + # Return a response with a conversation_id + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="test_function", arguments='{"arg1": "value1"}')], + ), + conversation_id="conv_123", # Simulate service-side thread + ), + ChatResponse( + messages=ChatMessage(role="assistant", text="done"), + conversation_id="conv_123", + ), + ] + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[test_func]) + + # Should have executed the function + results = [ + content for msg in response.messages for content in msg.contents if isinstance(content, FunctionResultContent) + ] + assert len(results) >= 1 + assert response.conversation_id == "conv_123" + + +async def test_function_result_appended_to_existing_assistant_message(chat_client_base: ChatClientProtocol): + """Test that function results are appended to existing assistant message when appropriate.""" + + @ai_function(name="test_function") + def test_func(arg1: str) -> str: + return f"Result {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="test_function", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[test_func]) + + # Should have messages with both function call and function result + assert len(response.messages) >= 2 + # Check that we have both a function call and a function result + has_call = any(isinstance(content, FunctionCallContent) for msg in response.messages for content in msg.contents) + has_result = any( + isinstance(content, FunctionResultContent) for msg in response.messages for content in msg.contents + ) + assert has_call + assert has_result + + +async def test_error_recovery_resets_counter(chat_client_base: ChatClientProtocol): + """Test that error counter resets after a successful function call.""" + + call_count = 0 + + @ai_function(name="sometimes_fails") + def sometimes_fails(arg1: str) -> str: + nonlocal call_count + call_count += 1 + if call_count == 1: + raise ValueError("First call fails") + return f"Success {arg1}" + + chat_client_base.run_responses = [ + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="1", name="sometimes_fails", arguments='{"arg1": "value1"}')], + ) + ), + ChatResponse( + messages=ChatMessage( + role="assistant", + contents=[FunctionCallContent(call_id="2", name="sometimes_fails", arguments='{"arg1": "value2"}')], + ) + ), + ChatResponse(messages=ChatMessage(role="assistant", text="done")), + ] + + response = await chat_client_base.get_response("hello", tool_choice="auto", tools=[sometimes_fails]) + + # Should have both an error and a success + error_results = [ + content + for msg in response.messages + for content in msg.contents + if isinstance(content, FunctionResultContent) and content.exception + ] + success_results = [ + content + for msg in response.messages + for content in msg.contents + if isinstance(content, FunctionResultContent) and content.result + ] + + assert len(error_results) >= 1 + assert len(success_results) >= 1 + assert call_count == 2 # Both calls executed + + +# ==================== STREAMING SCENARIO TESTS ==================== + + +async def test_streaming_approval_request_generated(chat_client_base: ChatClientProtocol): + """Test that approval requests are generated correctly in streaming mode.""" + exec_counter = 0 + + @ai_function(name="test_func", approval_mode="always_require") + def func_with_approval(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Result {arg1}" + + # Setup: function call that requires approval, streamed + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="test_func", arguments='{"arg1": "value1"}')], + role="assistant", + ), + ], + ] + + # Get the streaming response with approval request + updates = [] + async for update in chat_client_base.get_streaming_response( + "hello", tool_choice="auto", tools=[func_with_approval] + ): + updates.append(update) + + # Should have function call update and approval request + approval_requests = [ + content + for update in updates + for content in update.contents + if isinstance(content, FunctionApprovalRequestContent) + ] + assert len(approval_requests) == 1 + assert approval_requests[0].function_call.name == "test_func" + assert exec_counter == 0 # Function not executed yet due to approval requirement + + +async def test_streaming_max_iterations_limit(chat_client_base: ChatClientProtocol): + """Test that MAX_ITERATIONS in streaming mode limits function call loops.""" + exec_counter = 0 + + @ai_function(name="test_function") + def ai_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Processed {arg1}" + + # Set up multiple function call responses to create a loop + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="test_function", arguments='{"arg1":')], + role="assistant", + ), + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="test_function", arguments='"value1"}')], + role="assistant", + ), + ], + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="2", name="test_function", arguments='{"arg1":')], + role="assistant", + ), + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="2", name="test_function", arguments='"value2"}')], + role="assistant", + ), + ], + # Failsafe response when tool_choice is set to "none" + [ChatResponseUpdate(contents=[TextContent(text="giving up on tools")], role="assistant")], + ] + + # Set max_iterations to 1 in additional_properties + chat_client_base.function_invocation_configuration.max_iterations = 1 + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[ai_func]): + updates.append(update) + + # With max_iterations=1, we should only execute first function + assert exec_counter == 1 # Only first function executed + # Should have the failsafe message + last_text = "".join(u.text or "" for u in updates if u.text) + assert "I broke out of the function invocation loop..." in last_text + + +async def test_streaming_function_invocation_config_enabled_false(chat_client_base: ChatClientProtocol): + """Test that setting enabled=False disables function invocation in streaming mode.""" + exec_counter = 0 + + @ai_function(name="test_function") + def ai_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Processed {arg1}" + + chat_client_base.streaming_responses = [ + [ChatResponseUpdate(contents=[TextContent(text="response without function calling")], role="assistant")], + ] + + # Disable function invocation + chat_client_base.function_invocation_configuration.enabled = False + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[ai_func]): + updates.append(update) + + # Function should not be executed - when enabled=False, the loop doesn't run + assert exec_counter == 0 + # The response should be from the mock client + assert len(updates) > 0 + + +async def test_streaming_function_invocation_config_max_consecutive_errors(chat_client_base: ChatClientProtocol): + """Test that max_consecutive_errors_per_request limits error retries in streaming mode.""" + + @ai_function(name="error_function") + def error_func(arg1: str) -> str: + raise ValueError("Function error") + + # Set up multiple function call responses that will all error + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="error_function", arguments='{"arg1": "value1"}')], + role="assistant", + ), + ], + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="2", name="error_function", arguments='{"arg1": "value2"}')], + role="assistant", + ), + ], + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="3", name="error_function", arguments='{"arg1": "value3"}')], + role="assistant", + ), + ], + [ChatResponseUpdate(contents=[TextContent(text="final response")], role="assistant")], + ] + + # Set max_consecutive_errors to 2 + chat_client_base.function_invocation_configuration.max_consecutive_errors_per_request = 2 + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[error_func]): + updates.append(update) + + # Should stop after 2 consecutive errors + error_results = [ + content + for update in updates + for content in update.contents + if isinstance(content, FunctionResultContent) and content.exception + ] + # At least one error occurred + assert len(error_results) >= 1 + # Should have stopped making new function calls after hitting the error limit + function_calls = [ + content for update in updates for content in update.contents if isinstance(content, FunctionCallContent) + ] + # Should have made at most 2 function calls before stopping + assert len(function_calls) <= 2 + + +async def test_streaming_function_invocation_config_terminate_on_unknown_calls_false( + chat_client_base: ChatClientProtocol, +): + """Test that terminate_on_unknown_calls=False returns error message for unknown functions in streaming mode.""" + exec_counter = 0 + + @ai_function(name="known_function") + def known_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Processed {arg1}" + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="unknown_function", arguments='{"arg1": "value1"}')], + role="assistant", + ), + ], + [ChatResponseUpdate(contents=[TextContent(text="done")], role="assistant")], + ] + + # Set terminate_on_unknown_calls to False (default) + chat_client_base.function_invocation_configuration.terminate_on_unknown_calls = False + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[known_func]): + updates.append(update) + + # Should have a result message indicating the tool wasn't found + result_contents = [ + content for update in updates for content in update.contents if isinstance(content, FunctionResultContent) + ] + assert len(result_contents) >= 1 + result_str = result_contents[0].result or result_contents[0].exception or "" + assert "not found" in result_str.lower() + assert exec_counter == 0 # Known function not executed + + +async def test_streaming_function_invocation_config_terminate_on_unknown_calls_true( + chat_client_base: ChatClientProtocol, +): + """Test that terminate_on_unknown_calls=True stops execution on unknown functions in streaming mode.""" + exec_counter = 0 + + @ai_function(name="known_function") + def known_func(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Processed {arg1}" + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="unknown_function", arguments='{"arg1": "value1"}')], + role="assistant", + ), + ], + ] + + # Set terminate_on_unknown_calls to True + chat_client_base.function_invocation_configuration.terminate_on_unknown_calls = True + + # Should raise an exception when encountering an unknown function + with pytest.raises(KeyError, match='Error: Requested function "unknown_function" not found'): + async for _ in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[known_func]): + pass + + assert exec_counter == 0 + + +async def test_streaming_function_invocation_config_include_detailed_errors_true(chat_client_base: ChatClientProtocol): + """Test that include_detailed_errors=True returns detailed error information in streaming mode.""" + + @ai_function(name="error_function") + def error_func(arg1: str) -> str: + raise ValueError("Specific error message that should appear") + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="error_function", arguments='{"arg1": "value1"}')], + role="assistant", + ), + ], + [ChatResponseUpdate(contents=[TextContent(text="done")], role="assistant")], + ] + + # Set include_detailed_errors to True + chat_client_base.function_invocation_configuration.include_detailed_errors = True + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[error_func]): + updates.append(update) + + # Should have detailed error message + error_result = next( + content for update in updates for content in update.contents if isinstance(content, FunctionResultContent) + ) + assert error_result.result is not None + assert error_result.exception is not None + assert "Specific error message that should appear" in error_result.result + assert "Exception:" in error_result.result + + +async def test_streaming_function_invocation_config_include_detailed_errors_false( + chat_client_base: ChatClientProtocol, +): + """Test that include_detailed_errors=False returns generic error messages in streaming mode.""" + + @ai_function(name="error_function") + def error_func(arg1: str) -> str: + raise ValueError("Specific error message that should not appear") + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="error_function", arguments='{"arg1": "value1"}')], + role="assistant", + ), + ], + [ChatResponseUpdate(contents=[TextContent(text="done")], role="assistant")], + ] + + # Set include_detailed_errors to False (default) + chat_client_base.function_invocation_configuration.include_detailed_errors = False + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[error_func]): + updates.append(update) + + # Should have a generic error message + error_result = next( + content for update in updates for content in update.contents if isinstance(content, FunctionResultContent) + ) + assert error_result.result is not None + assert error_result.exception is not None + assert "Specific error message" not in error_result.result + assert "Error:" in error_result.result # Generic error prefix + + +async def test_streaming_argument_validation_error_with_detailed_errors(chat_client_base: ChatClientProtocol): + """Test that argument validation errors include details when include_detailed_errors=True in streaming mode.""" + + @ai_function(name="typed_function") + def typed_func(arg1: int) -> str: # Expects int, not str + return f"Got {arg1}" + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="typed_function", arguments='{"arg1": "not_an_int"}')], + role="assistant", + ), + ], + [ChatResponseUpdate(contents=[TextContent(text="done")], role="assistant")], + ] + + # Set include_detailed_errors to True + chat_client_base.function_invocation_configuration.include_detailed_errors = True + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[typed_func]): + updates.append(update) + + # Should have detailed validation error + error_result = next( + content for update in updates for content in update.contents if isinstance(content, FunctionResultContent) + ) + assert error_result.result is not None + assert error_result.exception is not None + assert "Argument parsing failed" in error_result.result + assert "Exception:" in error_result.result # Detailed error included + + +async def test_streaming_argument_validation_error_without_detailed_errors(chat_client_base: ChatClientProtocol): + """Test that argument validation errors are generic when include_detailed_errors=False in streaming mode.""" + + @ai_function(name="typed_function") + def typed_func(arg1: int) -> str: # Expects int, not str + return f"Got {arg1}" + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="typed_function", arguments='{"arg1": "not_an_int"}')], + role="assistant", + ), + ], + [ChatResponseUpdate(contents=[TextContent(text="done")], role="assistant")], + ] + + # Set include_detailed_errors to False (default) + chat_client_base.function_invocation_configuration.include_detailed_errors = False + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[typed_func]): + updates.append(update) + + # Should have generic validation error + error_result = next( + content for update in updates for content in update.contents if isinstance(content, FunctionResultContent) + ) + assert error_result.result is not None + assert error_result.exception is not None + assert "Argument parsing failed" in error_result.result + assert "Exception:" not in error_result.result # No detailed error + + +async def test_streaming_multiple_function_calls_parallel_execution(chat_client_base: ChatClientProtocol): + """Test that multiple function calls are executed in parallel in streaming mode.""" + import asyncio + + exec_order = [] + + @ai_function(name="func1") + async def func1(arg1: str) -> str: + exec_order.append("func1_start") + await asyncio.sleep(0.01) # Small delay + exec_order.append("func1_end") + return f"Result1 {arg1}" + + @ai_function(name="func2") + async def func2(arg1: str) -> str: + exec_order.append("func2_start") + await asyncio.sleep(0.01) # Small delay + exec_order.append("func2_end") + return f"Result2 {arg1}" + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="func1", arguments='{"arg1": "value1"}')], + role="assistant", + ), + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="2", name="func2", arguments='{"arg1": "value2"}')], + role="assistant", + ), + ], + [ChatResponseUpdate(contents=[TextContent(text="done")], role="assistant")], + ] + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[func1, func2]): + updates.append(update) + + # Both functions should have been executed + assert "func1_start" in exec_order + assert "func1_end" in exec_order + assert "func2_start" in exec_order + assert "func2_end" in exec_order + + # Should have results for both + results = [ + content for update in updates for content in update.contents if isinstance(content, FunctionResultContent) + ] + assert len(results) == 2 + + +async def test_streaming_approval_requests_in_assistant_message(chat_client_base: ChatClientProtocol): + """Approval requests should be added to assistant updates in streaming mode.""" + exec_counter = 0 + + @ai_function(name="test_func", approval_mode="always_require") + def func_with_approval(arg1: str) -> str: + nonlocal exec_counter + exec_counter += 1 + return f"Result {arg1}" + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[ + FunctionCallContent(call_id="1", name="test_func", arguments='{"arg1": "value1"}'), + ], + role="assistant", + ), + ], + ] + + updates = [] + async for update in chat_client_base.get_streaming_response( + "hello", tool_choice="auto", tools=[func_with_approval] + ): + updates.append(update) + + # Should have updates containing both the call and approval request + approval_requests = [ + content + for update in updates + for content in update.contents + if isinstance(content, FunctionApprovalRequestContent) + ] + assert len(approval_requests) == 1 + assert exec_counter == 0 + + +async def test_streaming_error_recovery_resets_counter(chat_client_base: ChatClientProtocol): + """Test that error counter resets after a successful function call in streaming mode.""" + + call_count = 0 + + @ai_function(name="sometimes_fails") + def sometimes_fails(arg1: str) -> str: + nonlocal call_count + call_count += 1 + if call_count == 1: + raise ValueError("First call fails") + return f"Success {arg1}" + + chat_client_base.streaming_responses = [ + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="1", name="sometimes_fails", arguments='{"arg1": "value1"}')], + role="assistant", + ), + ], + [ + ChatResponseUpdate( + contents=[FunctionCallContent(call_id="2", name="sometimes_fails", arguments='{"arg1": "value2"}')], + role="assistant", + ), + ], + [ChatResponseUpdate(contents=[TextContent(text="done")], role="assistant")], + ] + + updates = [] + async for update in chat_client_base.get_streaming_response("hello", tool_choice="auto", tools=[sometimes_fails]): + updates.append(update) + + # Should have both an error and a success + error_results = [ + content + for update in updates + for content in update.contents + if isinstance(content, FunctionResultContent) and content.exception + ] + success_results = [ + content + for update in updates + for content in update.contents + if isinstance(content, FunctionResultContent) and content.result + ] + + assert len(error_results) >= 1 + assert len(success_results) >= 1 + assert call_count == 2 # Both calls executed diff --git a/python/packages/core/tests/core/test_tools.py b/python/packages/core/tests/core/test_tools.py index e2cf6b8d3d3..acd91573636 100644 --- a/python/packages/core/tests/core/test_tools.py +++ b/python/packages/core/tests/core/test_tools.py @@ -63,6 +63,26 @@ def test_tool(x: int, y: int) -> int: assert test_tool(1, 2) == 3 +def test_ai_function_without_args(): + """Test the ai_function decorator.""" + + @ai_function + def test_tool() -> int: + """A simple function that adds two numbers.""" + return 1 + 2 + + assert isinstance(test_tool, ToolProtocol) + assert isinstance(test_tool, AIFunction) + assert test_tool.name == "test_tool" + assert test_tool.description == "A simple function that adds two numbers." + assert test_tool.parameters() == { + "properties": {}, + "title": "test_tool_input", + "type": "object", + } + assert test_tool() == 3 + + async def test_ai_function_decorator_with_async(): """Test the ai_function decorator with an async function.""" diff --git a/python/packages/core/tests/openai/test_openai_chat_client.py b/python/packages/core/tests/openai/test_openai_chat_client.py index d1590913118..8af3ed61aa2 100644 --- a/python/packages/core/tests/openai/test_openai_chat_client.py +++ b/python/packages/core/tests/openai/test_openai_chat_client.py @@ -689,12 +689,15 @@ def test_function_result_exception_handling(openai_unit_test_env: dict[str, str] # Test with exception (no result) test_exception = ValueError("Test error message") message_with_exception = ChatMessage( - role="tool", contents=[FunctionResultContent(call_id="call-123", exception=test_exception)] + role="tool", + contents=[ + FunctionResultContent(call_id="call-123", result="Error: Function failed.", exception=test_exception) + ], ) openai_messages = client._openai_chat_message_parser(message_with_exception) assert len(openai_messages) == 1 - assert openai_messages[0]["content"] == "Error: Test error message" + assert openai_messages[0]["content"] == "Error: Function failed." assert openai_messages[0]["tool_call_id"] == "call-123" diff --git a/python/packages/devui/agent_framework_devui/ui/assets/index-CE4pGoXh.css b/python/packages/devui/agent_framework_devui/ui/assets/index-CE4pGoXh.css deleted file mode 100644 index c86e173c417..00000000000 --- a/python/packages/devui/agent_framework_devui/ui/assets/index-CE4pGoXh.css +++ /dev/null @@ -1 +0,0 @@ -/*! tailwindcss v4.1.12 | MIT License | https://tailwindcss.com */@layer properties{@supports (((-webkit-hyphens:none)) and (not (margin-trim:inline))) or ((-moz-orient:inline) and (not (color:rgb(from red r g b)))){*,:before,:after,::backdrop{--tw-translate-x:0;--tw-translate-y:0;--tw-translate-z:0;--tw-scale-x:1;--tw-scale-y:1;--tw-scale-z:1;--tw-rotate-x:initial;--tw-rotate-y:initial;--tw-rotate-z:initial;--tw-skew-x:initial;--tw-skew-y:initial;--tw-space-y-reverse:0;--tw-space-x-reverse:0;--tw-border-style:solid;--tw-leading:initial;--tw-font-weight:initial;--tw-tracking:initial;--tw-shadow:0 0 #0000;--tw-shadow-color:initial;--tw-shadow-alpha:100%;--tw-inset-shadow:0 0 #0000;--tw-inset-shadow-color:initial;--tw-inset-shadow-alpha:100%;--tw-ring-color:initial;--tw-ring-shadow:0 0 #0000;--tw-inset-ring-color:initial;--tw-inset-ring-shadow:0 0 #0000;--tw-ring-inset:initial;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-offset-shadow:0 0 #0000;--tw-outline-style:solid;--tw-blur:initial;--tw-brightness:initial;--tw-contrast:initial;--tw-grayscale:initial;--tw-hue-rotate:initial;--tw-invert:initial;--tw-opacity:initial;--tw-saturate:initial;--tw-sepia:initial;--tw-drop-shadow:initial;--tw-drop-shadow-color:initial;--tw-drop-shadow-alpha:100%;--tw-drop-shadow-size:initial;--tw-backdrop-blur:initial;--tw-backdrop-brightness:initial;--tw-backdrop-contrast:initial;--tw-backdrop-grayscale:initial;--tw-backdrop-hue-rotate:initial;--tw-backdrop-invert:initial;--tw-backdrop-opacity:initial;--tw-backdrop-saturate:initial;--tw-backdrop-sepia:initial;--tw-duration:initial;--tw-ease:initial;--tw-animation-delay:0s;--tw-animation-direction:normal;--tw-animation-duration:initial;--tw-animation-fill-mode:none;--tw-animation-iteration-count:1;--tw-enter-blur:0;--tw-enter-opacity:1;--tw-enter-rotate:0;--tw-enter-scale:1;--tw-enter-translate-x:0;--tw-enter-translate-y:0;--tw-exit-blur:0;--tw-exit-opacity:1;--tw-exit-rotate:0;--tw-exit-scale:1;--tw-exit-translate-x:0;--tw-exit-translate-y:0}}}@layer theme{:root,:host{--font-sans:ui-sans-serif,system-ui,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";--font-mono:ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;--color-red-50:oklch(97.1% .013 17.38);--color-red-100:oklch(93.6% .032 17.717);--color-red-200:oklch(88.5% .062 18.334);--color-red-400:oklch(70.4% .191 22.216);--color-red-500:oklch(63.7% .237 25.331);--color-red-600:oklch(57.7% .245 27.325);--color-red-700:oklch(50.5% .213 27.518);--color-red-800:oklch(44.4% .177 26.899);--color-red-900:oklch(39.6% .141 25.723);--color-red-950:oklch(25.8% .092 26.042);--color-orange-50:oklch(98% .016 73.684);--color-orange-100:oklch(95.4% .038 75.164);--color-orange-200:oklch(90.1% .076 70.697);--color-orange-400:oklch(75% .183 55.934);--color-orange-500:oklch(70.5% .213 47.604);--color-orange-600:oklch(64.6% .222 41.116);--color-orange-800:oklch(47% .157 37.304);--color-orange-900:oklch(40.8% .123 38.172);--color-orange-950:oklch(26.6% .079 36.259);--color-amber-50:oklch(98.7% .022 95.277);--color-amber-100:oklch(96.2% .059 95.617);--color-amber-200:oklch(92.4% .12 95.746);--color-amber-300:oklch(87.9% .169 91.605);--color-amber-400:oklch(82.8% .189 84.429);--color-amber-500:oklch(76.9% .188 70.08);--color-amber-600:oklch(66.6% .179 58.318);--color-amber-700:oklch(55.5% .163 48.998);--color-amber-800:oklch(47.3% .137 46.201);--color-amber-900:oklch(41.4% .112 45.904);--color-amber-950:oklch(27.9% .077 45.635);--color-yellow-100:oklch(97.3% .071 103.193);--color-yellow-200:oklch(94.5% .129 101.54);--color-yellow-400:oklch(85.2% .199 91.936);--color-yellow-600:oklch(68.1% .162 75.834);--color-yellow-700:oklch(55.4% .135 66.442);--color-green-50:oklch(98.2% .018 155.826);--color-green-100:oklch(96.2% .044 156.743);--color-green-200:oklch(92.5% .084 155.995);--color-green-300:oklch(87.1% .15 154.449);--color-green-400:oklch(79.2% .209 151.711);--color-green-500:oklch(72.3% .219 149.579);--color-green-600:oklch(62.7% .194 149.214);--color-green-700:oklch(52.7% .154 150.069);--color-green-800:oklch(44.8% .119 151.328);--color-green-900:oklch(39.3% .095 152.535);--color-green-950:oklch(26.6% .065 152.934);--color-emerald-50:oklch(97.9% .021 166.113);--color-emerald-100:oklch(95% .052 163.051);--color-emerald-200:oklch(90.5% .093 164.15);--color-emerald-300:oklch(84.5% .143 164.978);--color-emerald-400:oklch(76.5% .177 163.223);--color-emerald-600:oklch(59.6% .145 163.225);--color-emerald-700:oklch(50.8% .118 165.612);--color-emerald-800:oklch(43.2% .095 166.913);--color-emerald-900:oklch(37.8% .077 168.94);--color-emerald-950:oklch(26.2% .051 172.552);--color-blue-50:oklch(97% .014 254.604);--color-blue-100:oklch(93.2% .032 255.585);--color-blue-200:oklch(88.2% .059 254.128);--color-blue-300:oklch(80.9% .105 251.813);--color-blue-400:oklch(70.7% .165 254.624);--color-blue-500:oklch(62.3% .214 259.815);--color-blue-600:oklch(54.6% .245 262.881);--color-blue-700:oklch(48.8% .243 264.376);--color-blue-800:oklch(42.4% .199 265.638);--color-blue-900:oklch(37.9% .146 265.522);--color-blue-950:oklch(28.2% .091 267.935);--color-purple-50:oklch(97.7% .014 308.299);--color-purple-100:oklch(94.6% .033 307.174);--color-purple-400:oklch(71.4% .203 305.504);--color-purple-500:oklch(62.7% .265 303.9);--color-purple-600:oklch(55.8% .288 302.321);--color-purple-900:oklch(38.1% .176 304.987);--color-gray-50:oklch(98.5% .002 247.839);--color-gray-100:oklch(96.7% .003 264.542);--color-gray-200:oklch(92.8% .006 264.531);--color-gray-300:oklch(87.2% .01 258.338);--color-gray-400:oklch(70.7% .022 261.325);--color-gray-500:oklch(55.1% .027 264.364);--color-gray-600:oklch(44.6% .03 256.802);--color-gray-700:oklch(37.3% .034 259.733);--color-gray-800:oklch(27.8% .033 256.848);--color-gray-900:oklch(21% .034 264.665);--color-black:#000;--color-white:#fff;--spacing:.25rem;--container-md:28rem;--container-lg:32rem;--container-2xl:42rem;--container-3xl:48rem;--container-4xl:56rem;--container-5xl:64rem;--container-7xl:80rem;--text-xs:.75rem;--text-xs--line-height:calc(1/.75);--text-sm:.875rem;--text-sm--line-height:calc(1.25/.875);--text-base:1rem;--text-base--line-height: 1.5 ;--text-lg:1.125rem;--text-lg--line-height:calc(1.75/1.125);--text-xl:1.25rem;--text-xl--line-height:calc(1.75/1.25);--text-2xl:1.5rem;--text-2xl--line-height:calc(2/1.5);--font-weight-medium:500;--font-weight-semibold:600;--font-weight-bold:700;--tracking-tight:-.025em;--tracking-widest:.1em;--leading-tight:1.25;--leading-relaxed:1.625;--drop-shadow-lg:0 4px 4px #00000026;--ease-in-out:cubic-bezier(.4,0,.2,1);--animate-spin:spin 1s linear infinite;--animate-pulse:pulse 2s cubic-bezier(.4,0,.6,1)infinite;--animate-bounce:bounce 1s infinite;--blur-sm:8px;--default-transition-duration:.15s;--default-transition-timing-function:cubic-bezier(.4,0,.2,1);--default-font-family:var(--font-sans);--default-mono-font-family:var(--font-mono)}}@layer base{*,:after,:before,::backdrop{box-sizing:border-box;border:0 solid;margin:0;padding:0}::file-selector-button{box-sizing:border-box;border:0 solid;margin:0;padding:0}html,:host{-webkit-text-size-adjust:100%;tab-size:4;line-height:1.5;font-family:var(--default-font-family,ui-sans-serif,system-ui,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji");font-feature-settings:var(--default-font-feature-settings,normal);font-variation-settings:var(--default-font-variation-settings,normal);-webkit-tap-highlight-color:transparent}hr{height:0;color:inherit;border-top-width:1px}abbr:where([title]){-webkit-text-decoration:underline dotted;text-decoration:underline dotted}h1,h2,h3,h4,h5,h6{font-size:inherit;font-weight:inherit}a{color:inherit;-webkit-text-decoration:inherit;text-decoration:inherit}b,strong{font-weight:bolder}code,kbd,samp,pre{font-family:var(--default-mono-font-family,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace);font-feature-settings:var(--default-mono-font-feature-settings,normal);font-variation-settings:var(--default-mono-font-variation-settings,normal);font-size:1em}small{font-size:80%}sub,sup{vertical-align:baseline;font-size:75%;line-height:0;position:relative}sub{bottom:-.25em}sup{top:-.5em}table{text-indent:0;border-color:inherit;border-collapse:collapse}:-moz-focusring{outline:auto}progress{vertical-align:baseline}summary{display:list-item}ol,ul,menu{list-style:none}img,svg,video,canvas,audio,iframe,embed,object{vertical-align:middle;display:block}img,video{max-width:100%;height:auto}button,input,select,optgroup,textarea{font:inherit;font-feature-settings:inherit;font-variation-settings:inherit;letter-spacing:inherit;color:inherit;opacity:1;background-color:#0000;border-radius:0}::file-selector-button{font:inherit;font-feature-settings:inherit;font-variation-settings:inherit;letter-spacing:inherit;color:inherit;opacity:1;background-color:#0000;border-radius:0}:where(select:is([multiple],[size])) optgroup{font-weight:bolder}:where(select:is([multiple],[size])) optgroup option{padding-inline-start:20px}::file-selector-button{margin-inline-end:4px}::placeholder{opacity:1}@supports (not ((-webkit-appearance:-apple-pay-button))) or (contain-intrinsic-size:1px){::placeholder{color:currentColor}@supports (color:color-mix(in lab,red,red)){::placeholder{color:color-mix(in oklab,currentcolor 50%,transparent)}}}textarea{resize:vertical}::-webkit-search-decoration{-webkit-appearance:none}::-webkit-date-and-time-value{min-height:1lh;text-align:inherit}::-webkit-datetime-edit{display:inline-flex}::-webkit-datetime-edit-fields-wrapper{padding:0}::-webkit-datetime-edit{padding-block:0}::-webkit-datetime-edit-year-field{padding-block:0}::-webkit-datetime-edit-month-field{padding-block:0}::-webkit-datetime-edit-day-field{padding-block:0}::-webkit-datetime-edit-hour-field{padding-block:0}::-webkit-datetime-edit-minute-field{padding-block:0}::-webkit-datetime-edit-second-field{padding-block:0}::-webkit-datetime-edit-millisecond-field{padding-block:0}::-webkit-datetime-edit-meridiem-field{padding-block:0}::-webkit-calendar-picker-indicator{line-height:1}:-moz-ui-invalid{box-shadow:none}button,input:where([type=button],[type=reset],[type=submit]){appearance:button}::file-selector-button{appearance:button}::-webkit-inner-spin-button{height:auto}::-webkit-outer-spin-button{height:auto}[hidden]:where(:not([hidden=until-found])){display:none!important}*{border-color:var(--border);outline-color:var(--ring)}@supports (color:color-mix(in lab,red,red)){*{outline-color:color-mix(in oklab,var(--ring)50%,transparent)}}body{background-color:var(--background);color:var(--foreground)}}@layer components;@layer utilities{.\@container\/card-header{container:card-header/inline-size}.pointer-events-auto{pointer-events:auto}.pointer-events-none{pointer-events:none}.collapse{visibility:collapse}.visible{visibility:visible}.sr-only{clip:rect(0,0,0,0);white-space:nowrap;border-width:0;width:1px;height:1px;margin:-1px;padding:0;position:absolute;overflow:hidden}.absolute{position:absolute}.fixed{position:fixed}.relative{position:relative}.inset-0{inset:calc(var(--spacing)*0)}.inset-2{inset:calc(var(--spacing)*2)}.inset-x-0{inset-inline:calc(var(--spacing)*0)}.inset-y-0{inset-block:calc(var(--spacing)*0)}.-top-1{top:calc(var(--spacing)*-1)}.-top-2{top:calc(var(--spacing)*-2)}.top-1{top:calc(var(--spacing)*1)}.top-2{top:calc(var(--spacing)*2)}.top-4{top:calc(var(--spacing)*4)}.-right-1{right:calc(var(--spacing)*-1)}.-right-2{right:calc(var(--spacing)*-2)}.right-0{right:calc(var(--spacing)*0)}.right-1{right:calc(var(--spacing)*1)}.right-2{right:calc(var(--spacing)*2)}.right-3{right:calc(var(--spacing)*3)}.right-4{right:calc(var(--spacing)*4)}.-bottom-2{bottom:calc(var(--spacing)*-2)}.bottom-0{bottom:calc(var(--spacing)*0)}.bottom-3{bottom:calc(var(--spacing)*3)}.bottom-14{bottom:calc(var(--spacing)*14)}.bottom-24{bottom:calc(var(--spacing)*24)}.-left-2{left:calc(var(--spacing)*-2)}.left-0{left:calc(var(--spacing)*0)}.left-1\/2{left:50%}.left-2{left:calc(var(--spacing)*2)}.z-10{z-index:10}.z-20{z-index:20}.z-50{z-index:50}.col-start-2{grid-column-start:2}.row-span-2{grid-row:span 2/span 2}.row-start-1{grid-row-start:1}.container{width:100%}@media (min-width:40rem){.container{max-width:40rem}}@media (min-width:48rem){.container{max-width:48rem}}@media (min-width:64rem){.container{max-width:64rem}}@media (min-width:80rem){.container{max-width:80rem}}@media (min-width:96rem){.container{max-width:96rem}}.container\!{width:100%!important}@media (min-width:40rem){.container\!{max-width:40rem!important}}@media (min-width:48rem){.container\!{max-width:48rem!important}}@media (min-width:64rem){.container\!{max-width:64rem!important}}@media (min-width:80rem){.container\!{max-width:80rem!important}}@media (min-width:96rem){.container\!{max-width:96rem!important}}.-mx-1{margin-inline:calc(var(--spacing)*-1)}.mx-auto{margin-inline:auto}.my-1{margin-block:calc(var(--spacing)*1)}.my-2{margin-block:calc(var(--spacing)*2)}.my-3{margin-block:calc(var(--spacing)*3)}.my-4{margin-block:calc(var(--spacing)*4)}.mt-0{margin-top:calc(var(--spacing)*0)}.mt-0\.5{margin-top:calc(var(--spacing)*.5)}.mt-1{margin-top:calc(var(--spacing)*1)}.mt-2{margin-top:calc(var(--spacing)*2)}.mt-3{margin-top:calc(var(--spacing)*3)}.mt-4{margin-top:calc(var(--spacing)*4)}.mt-12{margin-top:calc(var(--spacing)*12)}.mr-1{margin-right:calc(var(--spacing)*1)}.mr-1\.5{margin-right:calc(var(--spacing)*1.5)}.mr-2{margin-right:calc(var(--spacing)*2)}.mb-1{margin-bottom:calc(var(--spacing)*1)}.mb-2{margin-bottom:calc(var(--spacing)*2)}.mb-3{margin-bottom:calc(var(--spacing)*3)}.mb-4{margin-bottom:calc(var(--spacing)*4)}.mb-6{margin-bottom:calc(var(--spacing)*6)}.mb-8{margin-bottom:calc(var(--spacing)*8)}.ml-1{margin-left:calc(var(--spacing)*1)}.ml-1\.5{margin-left:calc(var(--spacing)*1.5)}.ml-2{margin-left:calc(var(--spacing)*2)}.ml-3{margin-left:calc(var(--spacing)*3)}.ml-4{margin-left:calc(var(--spacing)*4)}.ml-5{margin-left:calc(var(--spacing)*5)}.ml-auto{margin-left:auto}.line-clamp-2{-webkit-line-clamp:2;-webkit-box-orient:vertical;display:-webkit-box;overflow:hidden}.line-clamp-3{-webkit-line-clamp:3;-webkit-box-orient:vertical;display:-webkit-box;overflow:hidden}.block{display:block}.contents{display:contents}.flex{display:flex}.grid{display:grid}.hidden{display:none}.inline{display:inline}.inline-block{display:inline-block}.inline-flex{display:inline-flex}.table{display:table}.field-sizing-content{field-sizing:content}.size-2{width:calc(var(--spacing)*2);height:calc(var(--spacing)*2)}.size-3\.5{width:calc(var(--spacing)*3.5);height:calc(var(--spacing)*3.5)}.size-4{width:calc(var(--spacing)*4);height:calc(var(--spacing)*4)}.size-9{width:calc(var(--spacing)*9);height:calc(var(--spacing)*9)}.\!h-2{height:calc(var(--spacing)*2)!important}.h-0{height:calc(var(--spacing)*0)}.h-0\.5{height:calc(var(--spacing)*.5)}.h-1{height:calc(var(--spacing)*1)}.h-2{height:calc(var(--spacing)*2)}.h-2\.5{height:calc(var(--spacing)*2.5)}.h-3{height:calc(var(--spacing)*3)}.h-3\.5{height:calc(var(--spacing)*3.5)}.h-4{height:calc(var(--spacing)*4)}.h-5{height:calc(var(--spacing)*5)}.h-6{height:calc(var(--spacing)*6)}.h-7{height:calc(var(--spacing)*7)}.h-8{height:calc(var(--spacing)*8)}.h-9{height:calc(var(--spacing)*9)}.h-10{height:calc(var(--spacing)*10)}.h-12{height:calc(var(--spacing)*12)}.h-14{height:calc(var(--spacing)*14)}.h-16{height:calc(var(--spacing)*16)}.h-32{height:calc(var(--spacing)*32)}.h-96{height:calc(var(--spacing)*96)}.h-\[1\.2rem\]{height:1.2rem}.h-\[500px\]{height:500px}.h-\[calc\(100vh-3\.5rem\)\]{height:calc(100vh - 3.5rem)}.h-\[calc\(100vh-3\.7rem\)\]{height:calc(100vh - 3.7rem)}.h-\[var\(--radix-select-trigger-height\)\]{height:var(--radix-select-trigger-height)}.h-full{height:100%}.h-px{height:1px}.h-screen{height:100vh}.max-h-\(--radix-dropdown-menu-content-available-height\){max-height:var(--radix-dropdown-menu-content-available-height)}.max-h-\(--radix-select-content-available-height\){max-height:var(--radix-select-content-available-height)}.max-h-20{max-height:calc(var(--spacing)*20)}.max-h-24{max-height:calc(var(--spacing)*24)}.max-h-32{max-height:calc(var(--spacing)*32)}.max-h-64{max-height:calc(var(--spacing)*64)}.max-h-\[90vh\]{max-height:90vh}.max-h-\[200px\]{max-height:200px}.max-h-none{max-height:none}.max-h-screen{max-height:100vh}.\!min-h-0{min-height:calc(var(--spacing)*0)!important}.min-h-0{min-height:calc(var(--spacing)*0)}.min-h-16{min-height:calc(var(--spacing)*16)}.min-h-\[36px\]{min-height:36px}.min-h-\[40px\]{min-height:40px}.min-h-\[50vh\]{min-height:50vh}.min-h-\[240px\]{min-height:240px}.min-h-\[400px\]{min-height:400px}.min-h-screen{min-height:100vh}.\!w-2{width:calc(var(--spacing)*2)!important}.w-1{width:calc(var(--spacing)*1)}.w-2{width:calc(var(--spacing)*2)}.w-2\.5{width:calc(var(--spacing)*2.5)}.w-3{width:calc(var(--spacing)*3)}.w-3\.5{width:calc(var(--spacing)*3.5)}.w-4{width:calc(var(--spacing)*4)}.w-5{width:calc(var(--spacing)*5)}.w-6{width:calc(var(--spacing)*6)}.w-8{width:calc(var(--spacing)*8)}.w-10{width:calc(var(--spacing)*10)}.w-12{width:calc(var(--spacing)*12)}.w-16{width:calc(var(--spacing)*16)}.w-56{width:calc(var(--spacing)*56)}.w-64{width:calc(var(--spacing)*64)}.w-80{width:calc(var(--spacing)*80)}.w-\[1\.2rem\]{width:1.2rem}.w-\[600px\]{width:600px}.w-\[800px\]{width:800px}.w-fit{width:fit-content}.w-full{width:100%}.max-w-2xl{max-width:var(--container-2xl)}.max-w-3xl{max-width:var(--container-3xl)}.max-w-4xl{max-width:var(--container-4xl)}.max-w-7xl{max-width:var(--container-7xl)}.max-w-\[80\%\]{max-width:80%}.max-w-\[90vw\]{max-width:90vw}.max-w-full{max-width:100%}.max-w-lg{max-width:var(--container-lg)}.max-w-md{max-width:var(--container-md)}.max-w-none{max-width:none}.\!min-w-0{min-width:calc(var(--spacing)*0)!important}.min-w-0{min-width:calc(var(--spacing)*0)}.min-w-\[8rem\]{min-width:8rem}.min-w-\[300px\]{min-width:300px}.min-w-\[400px\]{min-width:400px}.min-w-\[var\(--radix-select-trigger-width\)\]{min-width:var(--radix-select-trigger-width)}.min-w-full{min-width:100%}.flex-1{flex:1}.flex-shrink-0,.shrink-0{flex-shrink:0}.origin-\(--radix-dropdown-menu-content-transform-origin\){transform-origin:var(--radix-dropdown-menu-content-transform-origin)}.origin-\(--radix-select-content-transform-origin\){transform-origin:var(--radix-select-content-transform-origin)}.-translate-x-1\/2{--tw-translate-x: -50% ;translate:var(--tw-translate-x)var(--tw-translate-y)}.translate-x-0{--tw-translate-x:calc(var(--spacing)*0);translate:var(--tw-translate-x)var(--tw-translate-y)}.translate-x-4{--tw-translate-x:calc(var(--spacing)*4);translate:var(--tw-translate-x)var(--tw-translate-y)}.scale-0{--tw-scale-x:0%;--tw-scale-y:0%;--tw-scale-z:0%;scale:var(--tw-scale-x)var(--tw-scale-y)}.scale-75{--tw-scale-x:75%;--tw-scale-y:75%;--tw-scale-z:75%;scale:var(--tw-scale-x)var(--tw-scale-y)}.scale-100{--tw-scale-x:100%;--tw-scale-y:100%;--tw-scale-z:100%;scale:var(--tw-scale-x)var(--tw-scale-y)}.rotate-0{rotate:none}.rotate-90{rotate:90deg}.transform{transform:var(--tw-rotate-x,)var(--tw-rotate-y,)var(--tw-rotate-z,)var(--tw-skew-x,)var(--tw-skew-y,)}.animate-bounce{animation:var(--animate-bounce)}.animate-in{animation:enter var(--tw-animation-duration,var(--tw-duration,.15s))var(--tw-ease,ease)var(--tw-animation-delay,0s)var(--tw-animation-iteration-count,1)var(--tw-animation-direction,normal)var(--tw-animation-fill-mode,none)}.animate-pulse{animation:var(--animate-pulse)}.animate-spin{animation:var(--animate-spin)}.cursor-col-resize{cursor:col-resize}.cursor-default{cursor:default}.cursor-pointer{cursor:pointer}.cursor-row-resize{cursor:row-resize}.touch-none{touch-action:none}.resize{resize:both}.resize-none{resize:none}.scroll-my-1{scroll-margin-block:calc(var(--spacing)*1)}.list-inside{list-style-position:inside}.list-decimal{list-style-type:decimal}.list-disc{list-style-type:disc}.list-none{list-style-type:none}.auto-rows-min{grid-auto-rows:min-content}.grid-cols-1{grid-template-columns:repeat(1,minmax(0,1fr))}.grid-rows-\[auto_auto\]{grid-template-rows:auto auto}.flex-col{flex-direction:column}.flex-row-reverse{flex-direction:row-reverse}.flex-wrap{flex-wrap:wrap}.items-center{align-items:center}.items-end{align-items:flex-end}.items-start{align-items:flex-start}.items-stretch{align-items:stretch}.justify-between{justify-content:space-between}.justify-center{justify-content:center}.justify-end{justify-content:flex-end}.gap-1{gap:calc(var(--spacing)*1)}.gap-1\.5{gap:calc(var(--spacing)*1.5)}.gap-2{gap:calc(var(--spacing)*2)}.gap-3{gap:calc(var(--spacing)*3)}.gap-4{gap:calc(var(--spacing)*4)}.gap-6{gap:calc(var(--spacing)*6)}:where(.space-y-1>:not(:last-child)){--tw-space-y-reverse:0;margin-block-start:calc(calc(var(--spacing)*1)*var(--tw-space-y-reverse));margin-block-end:calc(calc(var(--spacing)*1)*calc(1 - var(--tw-space-y-reverse)))}:where(.space-y-2>:not(:last-child)){--tw-space-y-reverse:0;margin-block-start:calc(calc(var(--spacing)*2)*var(--tw-space-y-reverse));margin-block-end:calc(calc(var(--spacing)*2)*calc(1 - var(--tw-space-y-reverse)))}:where(.space-y-3>:not(:last-child)){--tw-space-y-reverse:0;margin-block-start:calc(calc(var(--spacing)*3)*var(--tw-space-y-reverse));margin-block-end:calc(calc(var(--spacing)*3)*calc(1 - var(--tw-space-y-reverse)))}:where(.space-y-4>:not(:last-child)){--tw-space-y-reverse:0;margin-block-start:calc(calc(var(--spacing)*4)*var(--tw-space-y-reverse));margin-block-end:calc(calc(var(--spacing)*4)*calc(1 - var(--tw-space-y-reverse)))}:where(.space-y-6>:not(:last-child)){--tw-space-y-reverse:0;margin-block-start:calc(calc(var(--spacing)*6)*var(--tw-space-y-reverse));margin-block-end:calc(calc(var(--spacing)*6)*calc(1 - var(--tw-space-y-reverse)))}:where(.space-x-1>:not(:last-child)){--tw-space-x-reverse:0;margin-inline-start:calc(calc(var(--spacing)*1)*var(--tw-space-x-reverse));margin-inline-end:calc(calc(var(--spacing)*1)*calc(1 - var(--tw-space-x-reverse)))}:where(.space-x-2>:not(:last-child)){--tw-space-x-reverse:0;margin-inline-start:calc(calc(var(--spacing)*2)*var(--tw-space-x-reverse));margin-inline-end:calc(calc(var(--spacing)*2)*calc(1 - var(--tw-space-x-reverse)))}.self-start{align-self:flex-start}.justify-self-end{justify-self:flex-end}.truncate{text-overflow:ellipsis;white-space:nowrap;overflow:hidden}.overflow-auto{overflow:auto}.overflow-hidden{overflow:hidden}.overflow-x-auto{overflow-x:auto}.overflow-x-hidden{overflow-x:hidden}.overflow-y-auto{overflow-y:auto}.\!rounded-full{border-radius:3.40282e38px!important}.rounded{border-radius:.25rem}.rounded-\[4px\]{border-radius:4px}.rounded-\[inherit\]{border-radius:inherit}.rounded-full{border-radius:3.40282e38px}.rounded-lg{border-radius:var(--radius)}.rounded-md{border-radius:calc(var(--radius) - 2px)}.rounded-none{border-radius:0}.rounded-sm{border-radius:calc(var(--radius) - 4px)}.rounded-t{border-top-left-radius:.25rem;border-top-right-radius:.25rem}.rounded-l-none{border-top-left-radius:0;border-bottom-left-radius:0}.rounded-r-none{border-top-right-radius:0;border-bottom-right-radius:0}.\!border{border-style:var(--tw-border-style)!important;border-width:1px!important}.border{border-style:var(--tw-border-style);border-width:1px}.border-2{border-style:var(--tw-border-style);border-width:2px}.border-t{border-top-style:var(--tw-border-style);border-top-width:1px}.border-r{border-right-style:var(--tw-border-style);border-right-width:1px}.border-b{border-bottom-style:var(--tw-border-style);border-bottom-width:1px}.border-l{border-left-style:var(--tw-border-style);border-left-width:1px}.border-l-0{border-left-style:var(--tw-border-style);border-left-width:0}.border-l-2{border-left-style:var(--tw-border-style);border-left-width:2px}.border-l-4{border-left-style:var(--tw-border-style);border-left-width:4px}.border-dashed{--tw-border-style:dashed;border-style:dashed}.\!border-gray-600{border-color:var(--color-gray-600)!important}.border-\[\#643FB2\]{border-color:#643fb2}.border-\[\#643FB2\]\/30{border-color:#643fb24d}.border-\[\#643FB2\]\/40{border-color:#643fb266}.border-amber-200{border-color:var(--color-amber-200)}.border-blue-200{border-color:var(--color-blue-200)}.border-blue-300{border-color:var(--color-blue-300)}.border-blue-400{border-color:var(--color-blue-400)}.border-blue-500\/30{border-color:#3080ff4d}@supports (color:color-mix(in lab,red,red)){.border-blue-500\/30{border-color:color-mix(in oklab,var(--color-blue-500)30%,transparent)}}.border-blue-500\/40{border-color:#3080ff66}@supports (color:color-mix(in lab,red,red)){.border-blue-500\/40{border-color:color-mix(in oklab,var(--color-blue-500)40%,transparent)}}.border-border,.border-border\/50{border-color:var(--border)}@supports (color:color-mix(in lab,red,red)){.border-border\/50{border-color:color-mix(in oklab,var(--border)50%,transparent)}}.border-current\/30{border-color:currentColor}@supports (color:color-mix(in lab,red,red)){.border-current\/30{border-color:color-mix(in oklab,currentcolor 30%,transparent)}}.border-destructive\/30{border-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.border-destructive\/30{border-color:color-mix(in oklab,var(--destructive)30%,transparent)}}.border-destructive\/50{border-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.border-destructive\/50{border-color:color-mix(in oklab,var(--destructive)50%,transparent)}}.border-destructive\/70{border-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.border-destructive\/70{border-color:color-mix(in oklab,var(--destructive)70%,transparent)}}.border-emerald-300{border-color:var(--color-emerald-300)}.border-foreground\/5{border-color:var(--foreground)}@supports (color:color-mix(in lab,red,red)){.border-foreground\/5{border-color:color-mix(in oklab,var(--foreground)5%,transparent)}}.border-foreground\/10{border-color:var(--foreground)}@supports (color:color-mix(in lab,red,red)){.border-foreground\/10{border-color:color-mix(in oklab,var(--foreground)10%,transparent)}}.border-foreground\/20{border-color:var(--foreground)}@supports (color:color-mix(in lab,red,red)){.border-foreground\/20{border-color:color-mix(in oklab,var(--foreground)20%,transparent)}}.border-gray-200{border-color:var(--color-gray-200)}.border-gray-300{border-color:var(--color-gray-300)}.border-green-200{border-color:var(--color-green-200)}.border-green-500{border-color:var(--color-green-500)}.border-green-500\/30{border-color:#00c7584d}@supports (color:color-mix(in lab,red,red)){.border-green-500\/30{border-color:color-mix(in oklab,var(--color-green-500)30%,transparent)}}.border-green-500\/40{border-color:#00c75866}@supports (color:color-mix(in lab,red,red)){.border-green-500\/40{border-color:color-mix(in oklab,var(--color-green-500)40%,transparent)}}.border-input{border-color:var(--input)}.border-muted{border-color:var(--muted)}.border-orange-200{border-color:var(--color-orange-200)}.border-orange-500{border-color:var(--color-orange-500)}.border-primary,.border-primary\/20{border-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.border-primary\/20{border-color:color-mix(in oklab,var(--primary)20%,transparent)}}.border-red-200{border-color:var(--color-red-200)}.border-red-500{border-color:var(--color-red-500)}.border-transparent{border-color:#0000}.border-yellow-200{border-color:var(--color-yellow-200)}.border-t-transparent{border-top-color:#0000}.border-l-transparent{border-left-color:#0000}.bg-\[\#643FB2\]{background-color:#643fb2}.bg-\[\#643FB2\]\/5{background-color:#643fb20d}.bg-\[\#643FB2\]\/10{background-color:#643fb21a}.bg-accent\/10{background-color:var(--accent)}@supports (color:color-mix(in lab,red,red)){.bg-accent\/10{background-color:color-mix(in oklab,var(--accent)10%,transparent)}}.bg-amber-50{background-color:var(--color-amber-50)}.bg-background{background-color:var(--background)}.bg-black{background-color:var(--color-black)}.bg-black\/50{background-color:#00000080}@supports (color:color-mix(in lab,red,red)){.bg-black\/50{background-color:color-mix(in oklab,var(--color-black)50%,transparent)}}.bg-black\/60{background-color:#0009}@supports (color:color-mix(in lab,red,red)){.bg-black\/60{background-color:color-mix(in oklab,var(--color-black)60%,transparent)}}.bg-blue-50{background-color:var(--color-blue-50)}.bg-blue-50\/80{background-color:#eff6ffcc}@supports (color:color-mix(in lab,red,red)){.bg-blue-50\/80{background-color:color-mix(in oklab,var(--color-blue-50)80%,transparent)}}.bg-blue-100{background-color:var(--color-blue-100)}.bg-blue-500{background-color:var(--color-blue-500)}.bg-blue-500\/5{background-color:#3080ff0d}@supports (color:color-mix(in lab,red,red)){.bg-blue-500\/5{background-color:color-mix(in oklab,var(--color-blue-500)5%,transparent)}}.bg-blue-500\/10{background-color:#3080ff1a}@supports (color:color-mix(in lab,red,red)){.bg-blue-500\/10{background-color:color-mix(in oklab,var(--color-blue-500)10%,transparent)}}.bg-border{background-color:var(--border)}.bg-card{background-color:var(--card)}.bg-current{background-color:currentColor}.bg-destructive,.bg-destructive\/5{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.bg-destructive\/5{background-color:color-mix(in oklab,var(--destructive)5%,transparent)}}.bg-destructive\/10{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.bg-destructive\/10{background-color:color-mix(in oklab,var(--destructive)10%,transparent)}}.bg-destructive\/80{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.bg-destructive\/80{background-color:color-mix(in oklab,var(--destructive)80%,transparent)}}.bg-emerald-50{background-color:var(--color-emerald-50)}.bg-emerald-100{background-color:var(--color-emerald-100)}.bg-foreground\/5{background-color:var(--foreground)}@supports (color:color-mix(in lab,red,red)){.bg-foreground\/5{background-color:color-mix(in oklab,var(--foreground)5%,transparent)}}.bg-foreground\/10{background-color:var(--foreground)}@supports (color:color-mix(in lab,red,red)){.bg-foreground\/10{background-color:color-mix(in oklab,var(--foreground)10%,transparent)}}.bg-gray-50{background-color:var(--color-gray-50)}.bg-gray-100{background-color:var(--color-gray-100)}.bg-gray-200{background-color:var(--color-gray-200)}.bg-gray-400{background-color:var(--color-gray-400)}.bg-gray-900\/90{background-color:#101828e6}@supports (color:color-mix(in lab,red,red)){.bg-gray-900\/90{background-color:color-mix(in oklab,var(--color-gray-900)90%,transparent)}}.bg-green-50{background-color:var(--color-green-50)}.bg-green-100{background-color:var(--color-green-100)}.bg-green-500{background-color:var(--color-green-500)}.bg-green-500\/5{background-color:#00c7580d}@supports (color:color-mix(in lab,red,red)){.bg-green-500\/5{background-color:color-mix(in oklab,var(--color-green-500)5%,transparent)}}.bg-green-500\/10{background-color:#00c7581a}@supports (color:color-mix(in lab,red,red)){.bg-green-500\/10{background-color:color-mix(in oklab,var(--color-green-500)10%,transparent)}}.bg-muted,.bg-muted\/30{background-color:var(--muted)}@supports (color:color-mix(in lab,red,red)){.bg-muted\/30{background-color:color-mix(in oklab,var(--muted)30%,transparent)}}.bg-muted\/50{background-color:var(--muted)}@supports (color:color-mix(in lab,red,red)){.bg-muted\/50{background-color:color-mix(in oklab,var(--muted)50%,transparent)}}.bg-orange-50{background-color:var(--color-orange-50)}.bg-orange-100{background-color:var(--color-orange-100)}.bg-orange-500{background-color:var(--color-orange-500)}.bg-popover{background-color:var(--popover)}.bg-primary,.bg-primary\/10{background-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.bg-primary\/10{background-color:color-mix(in oklab,var(--primary)10%,transparent)}}.bg-primary\/30{background-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.bg-primary\/30{background-color:color-mix(in oklab,var(--primary)30%,transparent)}}.bg-primary\/40{background-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.bg-primary\/40{background-color:color-mix(in oklab,var(--primary)40%,transparent)}}.bg-purple-50{background-color:var(--color-purple-50)}.bg-purple-100{background-color:var(--color-purple-100)}.bg-red-50{background-color:var(--color-red-50)}.bg-red-100{background-color:var(--color-red-100)}.bg-red-500{background-color:var(--color-red-500)}.bg-secondary{background-color:var(--secondary)}.bg-transparent{background-color:#0000}.bg-white{background-color:var(--color-white)}.bg-white\/90{background-color:#ffffffe6}@supports (color:color-mix(in lab,red,red)){.bg-white\/90{background-color:color-mix(in oklab,var(--color-white)90%,transparent)}}.bg-yellow-100{background-color:var(--color-yellow-100)}.fill-current{fill:currentColor}.object-cover{object-fit:cover}.p-0{padding:calc(var(--spacing)*0)}.p-1{padding:calc(var(--spacing)*1)}.p-1\.5{padding:calc(var(--spacing)*1.5)}.p-2{padding:calc(var(--spacing)*2)}.p-3{padding:calc(var(--spacing)*3)}.p-4{padding:calc(var(--spacing)*4)}.p-6{padding:calc(var(--spacing)*6)}.p-8{padding:calc(var(--spacing)*8)}.p-\[1px\]{padding:1px}.px-1{padding-inline:calc(var(--spacing)*1)}.px-1\.5{padding-inline:calc(var(--spacing)*1.5)}.px-2{padding-inline:calc(var(--spacing)*2)}.px-2\.5{padding-inline:calc(var(--spacing)*2.5)}.px-3{padding-inline:calc(var(--spacing)*3)}.px-4{padding-inline:calc(var(--spacing)*4)}.px-6{padding-inline:calc(var(--spacing)*6)}.px-8{padding-inline:calc(var(--spacing)*8)}.py-0{padding-block:calc(var(--spacing)*0)}.py-0\.5{padding-block:calc(var(--spacing)*.5)}.py-1{padding-block:calc(var(--spacing)*1)}.py-1\.5{padding-block:calc(var(--spacing)*1.5)}.py-2{padding-block:calc(var(--spacing)*2)}.py-2\.5{padding-block:calc(var(--spacing)*2.5)}.py-3{padding-block:calc(var(--spacing)*3)}.py-4{padding-block:calc(var(--spacing)*4)}.py-6{padding-block:calc(var(--spacing)*6)}.py-8{padding-block:calc(var(--spacing)*8)}.pt-0{padding-top:calc(var(--spacing)*0)}.pt-1{padding-top:calc(var(--spacing)*1)}.pt-2{padding-top:calc(var(--spacing)*2)}.pt-3{padding-top:calc(var(--spacing)*3)}.pt-4{padding-top:calc(var(--spacing)*4)}.pt-6{padding-top:calc(var(--spacing)*6)}.pt-8{padding-top:calc(var(--spacing)*8)}.pr-2{padding-right:calc(var(--spacing)*2)}.pr-4{padding-right:calc(var(--spacing)*4)}.pr-8{padding-right:calc(var(--spacing)*8)}.pb-2{padding-bottom:calc(var(--spacing)*2)}.pb-3{padding-bottom:calc(var(--spacing)*3)}.pb-4{padding-bottom:calc(var(--spacing)*4)}.pb-6{padding-bottom:calc(var(--spacing)*6)}.pb-12{padding-bottom:calc(var(--spacing)*12)}.pl-2{padding-left:calc(var(--spacing)*2)}.pl-3{padding-left:calc(var(--spacing)*3)}.pl-4{padding-left:calc(var(--spacing)*4)}.pl-8{padding-left:calc(var(--spacing)*8)}.text-center{text-align:center}.text-left{text-align:left}.font-mono{font-family:var(--font-mono)}.text-2xl{font-size:var(--text-2xl);line-height:var(--tw-leading,var(--text-2xl--line-height))}.text-base{font-size:var(--text-base);line-height:var(--tw-leading,var(--text-base--line-height))}.text-lg{font-size:var(--text-lg);line-height:var(--tw-leading,var(--text-lg--line-height))}.text-sm{font-size:var(--text-sm);line-height:var(--tw-leading,var(--text-sm--line-height))}.text-xl{font-size:var(--text-xl);line-height:var(--tw-leading,var(--text-xl--line-height))}.text-xs{font-size:var(--text-xs);line-height:var(--tw-leading,var(--text-xs--line-height))}.text-\[10px\]{font-size:10px}.leading-none{--tw-leading:1;line-height:1}.leading-relaxed{--tw-leading:var(--leading-relaxed);line-height:var(--leading-relaxed)}.leading-tight{--tw-leading:var(--leading-tight);line-height:var(--leading-tight)}.font-bold{--tw-font-weight:var(--font-weight-bold);font-weight:var(--font-weight-bold)}.font-medium{--tw-font-weight:var(--font-weight-medium);font-weight:var(--font-weight-medium)}.font-semibold{--tw-font-weight:var(--font-weight-semibold);font-weight:var(--font-weight-semibold)}.tracking-tight{--tw-tracking:var(--tracking-tight);letter-spacing:var(--tracking-tight)}.tracking-widest{--tw-tracking:var(--tracking-widest);letter-spacing:var(--tracking-widest)}.break-words{overflow-wrap:break-word}.break-all{word-break:break-all}.whitespace-nowrap{white-space:nowrap}.whitespace-pre-wrap{white-space:pre-wrap}.text-\[\#643FB2\]{color:#643fb2}.text-amber-500{color:var(--color-amber-500)}.text-amber-600{color:var(--color-amber-600)}.text-amber-700{color:var(--color-amber-700)}.text-amber-800{color:var(--color-amber-800)}.text-amber-900{color:var(--color-amber-900)}.text-blue-500{color:var(--color-blue-500)}.text-blue-600{color:var(--color-blue-600)}.text-blue-700{color:var(--color-blue-700)}.text-blue-800{color:var(--color-blue-800)}.text-card-foreground{color:var(--card-foreground)}.text-current{color:currentColor}.text-destructive{color:var(--destructive)}.text-emerald-600{color:var(--color-emerald-600)}.text-emerald-700{color:var(--color-emerald-700)}.text-emerald-800{color:var(--color-emerald-800)}.text-foreground{color:var(--foreground)}.text-gray-300{color:var(--color-gray-300)}.text-gray-400{color:var(--color-gray-400)}.text-gray-500{color:var(--color-gray-500)}.text-gray-600{color:var(--color-gray-600)}.text-gray-700{color:var(--color-gray-700)}.text-gray-900{color:var(--color-gray-900)}.text-green-500{color:var(--color-green-500)}.text-green-600{color:var(--color-green-600)}.text-green-700{color:var(--color-green-700)}.text-green-800{color:var(--color-green-800)}.text-muted-foreground,.text-muted-foreground\/80{color:var(--muted-foreground)}@supports (color:color-mix(in lab,red,red)){.text-muted-foreground\/80{color:color-mix(in oklab,var(--muted-foreground)80%,transparent)}}.text-orange-500{color:var(--color-orange-500)}.text-orange-600{color:var(--color-orange-600)}.text-orange-800{color:var(--color-orange-800)}.text-popover-foreground{color:var(--popover-foreground)}.text-primary{color:var(--primary)}.text-primary-foreground{color:var(--primary-foreground)}.text-purple-500{color:var(--color-purple-500)}.text-purple-600{color:var(--color-purple-600)}.text-red-500{color:var(--color-red-500)}.text-red-600{color:var(--color-red-600)}.text-red-700{color:var(--color-red-700)}.text-red-800{color:var(--color-red-800)}.text-secondary-foreground{color:var(--secondary-foreground)}.text-white{color:var(--color-white)}.text-yellow-600{color:var(--color-yellow-600)}.text-yellow-700{color:var(--color-yellow-700)}.capitalize{text-transform:capitalize}.uppercase{text-transform:uppercase}.italic{font-style:italic}.underline-offset-4{text-underline-offset:4px}.opacity-0{opacity:0}.opacity-50{opacity:.5}.opacity-60{opacity:.6}.opacity-70{opacity:.7}.opacity-80{opacity:.8}.opacity-100{opacity:1}.shadow{--tw-shadow:0 1px 3px 0 var(--tw-shadow-color,#0000001a),0 1px 2px -1px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.shadow-lg{--tw-shadow:0 10px 15px -3px var(--tw-shadow-color,#0000001a),0 4px 6px -4px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.shadow-md{--tw-shadow:0 4px 6px -1px var(--tw-shadow-color,#0000001a),0 2px 4px -2px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.shadow-sm{--tw-shadow:0 1px 3px 0 var(--tw-shadow-color,#0000001a),0 1px 2px -1px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.shadow-xs{--tw-shadow:0 1px 2px 0 var(--tw-shadow-color,#0000000d);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.ring{--tw-ring-shadow:var(--tw-ring-inset,)0 0 0 calc(1px + var(--tw-ring-offset-width))var(--tw-ring-color,currentcolor);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.ring-2{--tw-ring-shadow:var(--tw-ring-inset,)0 0 0 calc(2px + var(--tw-ring-offset-width))var(--tw-ring-color,currentcolor);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.shadow-\[\#643FB2\]\/20{--tw-shadow-color:#643fb233}@supports (color:color-mix(in lab,red,red)){.shadow-\[\#643FB2\]\/20{--tw-shadow-color:color-mix(in oklab,oklab(47.4316% .069152 -.159147/.2) var(--tw-shadow-alpha),transparent)}}.shadow-green-500\/20{--tw-shadow-color:#00c75833}@supports (color:color-mix(in lab,red,red)){.shadow-green-500\/20{--tw-shadow-color:color-mix(in oklab,color-mix(in oklab,var(--color-green-500)20%,transparent)var(--tw-shadow-alpha),transparent)}}.shadow-orange-500\/20{--tw-shadow-color:#fe6e0033}@supports (color:color-mix(in lab,red,red)){.shadow-orange-500\/20{--tw-shadow-color:color-mix(in oklab,color-mix(in oklab,var(--color-orange-500)20%,transparent)var(--tw-shadow-alpha),transparent)}}.shadow-primary\/25{--tw-shadow-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.shadow-primary\/25{--tw-shadow-color:color-mix(in oklab,color-mix(in oklab,var(--primary)25%,transparent)var(--tw-shadow-alpha),transparent)}}.shadow-red-500\/20{--tw-shadow-color:#fb2c3633}@supports (color:color-mix(in lab,red,red)){.shadow-red-500\/20{--tw-shadow-color:color-mix(in oklab,color-mix(in oklab,var(--color-red-500)20%,transparent)var(--tw-shadow-alpha),transparent)}}.ring-blue-500{--tw-ring-color:var(--color-blue-500)}.ring-offset-2{--tw-ring-offset-width:2px;--tw-ring-offset-shadow:var(--tw-ring-inset,)0 0 0 var(--tw-ring-offset-width)var(--tw-ring-offset-color)}.ring-offset-background{--tw-ring-offset-color:var(--background)}.outline-hidden{--tw-outline-style:none;outline-style:none}@media (forced-colors:active){.outline-hidden{outline-offset:2px;outline:2px solid #0000}}.outline{outline-style:var(--tw-outline-style);outline-width:1px}.drop-shadow-lg{--tw-drop-shadow-size:drop-shadow(0 4px 4px var(--tw-drop-shadow-color,#00000026));--tw-drop-shadow:drop-shadow(var(--drop-shadow-lg));filter:var(--tw-blur,)var(--tw-brightness,)var(--tw-contrast,)var(--tw-grayscale,)var(--tw-hue-rotate,)var(--tw-invert,)var(--tw-saturate,)var(--tw-sepia,)var(--tw-drop-shadow,)}.filter{filter:var(--tw-blur,)var(--tw-brightness,)var(--tw-contrast,)var(--tw-grayscale,)var(--tw-hue-rotate,)var(--tw-invert,)var(--tw-saturate,)var(--tw-sepia,)var(--tw-drop-shadow,)}.backdrop-blur-sm{--tw-backdrop-blur:blur(var(--blur-sm));-webkit-backdrop-filter:var(--tw-backdrop-blur,)var(--tw-backdrop-brightness,)var(--tw-backdrop-contrast,)var(--tw-backdrop-grayscale,)var(--tw-backdrop-hue-rotate,)var(--tw-backdrop-invert,)var(--tw-backdrop-opacity,)var(--tw-backdrop-saturate,)var(--tw-backdrop-sepia,);backdrop-filter:var(--tw-backdrop-blur,)var(--tw-backdrop-brightness,)var(--tw-backdrop-contrast,)var(--tw-backdrop-grayscale,)var(--tw-backdrop-hue-rotate,)var(--tw-backdrop-invert,)var(--tw-backdrop-opacity,)var(--tw-backdrop-saturate,)var(--tw-backdrop-sepia,)}.transition{transition-property:color,background-color,border-color,outline-color,text-decoration-color,fill,stroke,--tw-gradient-from,--tw-gradient-via,--tw-gradient-to,opacity,box-shadow,transform,translate,scale,rotate,filter,-webkit-backdrop-filter,backdrop-filter,display,visibility,content-visibility,overlay,pointer-events;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function));transition-duration:var(--tw-duration,var(--default-transition-duration))}.transition-\[color\,box-shadow\]{transition-property:color,box-shadow;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function));transition-duration:var(--tw-duration,var(--default-transition-duration))}.transition-all{transition-property:all;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function));transition-duration:var(--tw-duration,var(--default-transition-duration))}.transition-colors{transition-property:color,background-color,border-color,outline-color,text-decoration-color,fill,stroke,--tw-gradient-from,--tw-gradient-via,--tw-gradient-to;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function));transition-duration:var(--tw-duration,var(--default-transition-duration))}.transition-opacity{transition-property:opacity;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function));transition-duration:var(--tw-duration,var(--default-transition-duration))}.transition-shadow{transition-property:box-shadow;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function));transition-duration:var(--tw-duration,var(--default-transition-duration))}.transition-transform{transition-property:transform,translate,scale,rotate;transition-timing-function:var(--tw-ease,var(--default-transition-timing-function));transition-duration:var(--tw-duration,var(--default-transition-duration))}.transition-none{transition-property:none}.duration-200{--tw-duration:.2s;transition-duration:.2s}.duration-300{--tw-duration:.3s;transition-duration:.3s}.ease-in-out{--tw-ease:var(--ease-in-out);transition-timing-function:var(--ease-in-out)}.outline-none{--tw-outline-style:none;outline-style:none}.select-none{-webkit-user-select:none;user-select:none}.\[animation-delay\:-0\.3s\]{animation-delay:-.3s}.\[animation-delay\:-0\.15s\]{animation-delay:-.15s}.fade-in{--tw-enter-opacity:0}.running{animation-play-state:running}.slide-in-from-bottom-2{--tw-enter-translate-y:calc(2*var(--spacing))}.group-open\:rotate-180:is(:where(.group):is([open],:popover-open,:open) *){rotate:180deg}@media (hover:hover){.group-hover\:bg-primary:is(:where(.group):hover *){background-color:var(--primary)}.group-hover\:opacity-100:is(:where(.group):hover *){opacity:1}.group-hover\:shadow-md:is(:where(.group):hover *){--tw-shadow:0 4px 6px -1px var(--tw-shadow-color,#0000001a),0 2px 4px -2px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.group-hover\:shadow-primary\/20:is(:where(.group):hover *){--tw-shadow-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.group-hover\:shadow-primary\/20:is(:where(.group):hover *){--tw-shadow-color:color-mix(in oklab,color-mix(in oklab,var(--primary)20%,transparent)var(--tw-shadow-alpha),transparent)}}}.group-data-\[disabled\=true\]\:pointer-events-none:is(:where(.group)[data-disabled=true] *){pointer-events:none}.group-data-\[disabled\=true\]\:opacity-50:is(:where(.group)[data-disabled=true] *){opacity:.5}.peer-disabled\:cursor-not-allowed:is(:where(.peer):disabled~*){cursor:not-allowed}.peer-disabled\:opacity-50:is(:where(.peer):disabled~*){opacity:.5}.selection\:bg-primary ::selection{background-color:var(--primary)}.selection\:bg-primary::selection{background-color:var(--primary)}.selection\:text-primary-foreground ::selection{color:var(--primary-foreground)}.selection\:text-primary-foreground::selection{color:var(--primary-foreground)}.file\:inline-flex::file-selector-button{display:inline-flex}.file\:h-7::file-selector-button{height:calc(var(--spacing)*7)}.file\:border-0::file-selector-button{border-style:var(--tw-border-style);border-width:0}.file\:bg-transparent::file-selector-button{background-color:#0000}.file\:text-sm::file-selector-button{font-size:var(--text-sm);line-height:var(--tw-leading,var(--text-sm--line-height))}.file\:font-medium::file-selector-button{--tw-font-weight:var(--font-weight-medium);font-weight:var(--font-weight-medium)}.file\:text-foreground::file-selector-button{color:var(--foreground)}.placeholder\:text-muted-foreground::placeholder{color:var(--muted-foreground)}.first\:mt-0:first-child{margin-top:calc(var(--spacing)*0)}.last\:border-r-0:last-child{border-right-style:var(--tw-border-style);border-right-width:0}.last\:border-b-0:last-child{border-bottom-style:var(--tw-border-style);border-bottom-width:0}@media (hover:hover){.hover\:bg-\[\#643FB2\]\/10:hover{background-color:#643fb21a}.hover\:bg-accent:hover{background-color:var(--accent)}.hover\:bg-amber-100:hover{background-color:var(--color-amber-100)}.hover\:bg-blue-500\/10:hover{background-color:#3080ff1a}@supports (color:color-mix(in lab,red,red)){.hover\:bg-blue-500\/10:hover{background-color:color-mix(in oklab,var(--color-blue-500)10%,transparent)}}.hover\:bg-destructive\/20:hover{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-destructive\/20:hover{background-color:color-mix(in oklab,var(--destructive)20%,transparent)}}.hover\:bg-destructive\/80:hover{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-destructive\/80:hover{background-color:color-mix(in oklab,var(--destructive)80%,transparent)}}.hover\:bg-destructive\/90:hover{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-destructive\/90:hover{background-color:color-mix(in oklab,var(--destructive)90%,transparent)}}.hover\:bg-green-500\/10:hover{background-color:#00c7581a}@supports (color:color-mix(in lab,red,red)){.hover\:bg-green-500\/10:hover{background-color:color-mix(in oklab,var(--color-green-500)10%,transparent)}}.hover\:bg-muted:hover,.hover\:bg-muted\/30:hover{background-color:var(--muted)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-muted\/30:hover{background-color:color-mix(in oklab,var(--muted)30%,transparent)}}.hover\:bg-muted\/50:hover{background-color:var(--muted)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-muted\/50:hover{background-color:color-mix(in oklab,var(--muted)50%,transparent)}}.hover\:bg-primary\/20:hover{background-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-primary\/20:hover{background-color:color-mix(in oklab,var(--primary)20%,transparent)}}.hover\:bg-primary\/80:hover{background-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-primary\/80:hover{background-color:color-mix(in oklab,var(--primary)80%,transparent)}}.hover\:bg-primary\/90:hover{background-color:var(--primary)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-primary\/90:hover{background-color:color-mix(in oklab,var(--primary)90%,transparent)}}.hover\:bg-secondary\/80:hover{background-color:var(--secondary)}@supports (color:color-mix(in lab,red,red)){.hover\:bg-secondary\/80:hover{background-color:color-mix(in oklab,var(--secondary)80%,transparent)}}.hover\:bg-white:hover{background-color:var(--color-white)}.hover\:text-accent-foreground:hover{color:var(--accent-foreground)}.hover\:text-foreground:hover{color:var(--foreground)}.hover\:underline:hover{text-decoration-line:underline}.hover\:opacity-70:hover{opacity:.7}.hover\:opacity-100:hover{opacity:1}.hover\:shadow-md:hover{--tw-shadow:0 4px 6px -1px var(--tw-shadow-color,#0000001a),0 2px 4px -2px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}}.focus\:bg-accent:focus{background-color:var(--accent)}.focus\:text-accent-foreground:focus{color:var(--accent-foreground)}.focus\:ring-2:focus{--tw-ring-shadow:var(--tw-ring-inset,)0 0 0 calc(2px + var(--tw-ring-offset-width))var(--tw-ring-color,currentcolor);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.focus\:ring-ring:focus{--tw-ring-color:var(--ring)}.focus\:ring-offset-2:focus{--tw-ring-offset-width:2px;--tw-ring-offset-shadow:var(--tw-ring-inset,)0 0 0 var(--tw-ring-offset-width)var(--tw-ring-offset-color)}.focus\:outline-none:focus{--tw-outline-style:none;outline-style:none}.focus-visible\:border-ring:focus-visible{border-color:var(--ring)}.focus-visible\:ring-2:focus-visible{--tw-ring-shadow:var(--tw-ring-inset,)0 0 0 calc(2px + var(--tw-ring-offset-width))var(--tw-ring-color,currentcolor);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.focus-visible\:ring-\[3px\]:focus-visible{--tw-ring-shadow:var(--tw-ring-inset,)0 0 0 calc(3px + var(--tw-ring-offset-width))var(--tw-ring-color,currentcolor);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.focus-visible\:ring-destructive\/20:focus-visible{--tw-ring-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.focus-visible\:ring-destructive\/20:focus-visible{--tw-ring-color:color-mix(in oklab,var(--destructive)20%,transparent)}}.focus-visible\:ring-ring:focus-visible,.focus-visible\:ring-ring\/50:focus-visible{--tw-ring-color:var(--ring)}@supports (color:color-mix(in lab,red,red)){.focus-visible\:ring-ring\/50:focus-visible{--tw-ring-color:color-mix(in oklab,var(--ring)50%,transparent)}}.focus-visible\:ring-offset-2:focus-visible{--tw-ring-offset-width:2px;--tw-ring-offset-shadow:var(--tw-ring-inset,)0 0 0 var(--tw-ring-offset-width)var(--tw-ring-offset-color)}.focus-visible\:outline-none:focus-visible{--tw-outline-style:none;outline-style:none}.disabled\:pointer-events-none:disabled{pointer-events:none}.disabled\:cursor-not-allowed:disabled{cursor:not-allowed}.disabled\:opacity-50:disabled{opacity:.5}.has-data-\[slot\=card-action\]\:grid-cols-\[1fr_auto\]:has([data-slot=card-action]){grid-template-columns:1fr auto}.has-\[\>svg\]\:px-2\.5:has(>svg){padding-inline:calc(var(--spacing)*2.5)}.has-\[\>svg\]\:px-3:has(>svg){padding-inline:calc(var(--spacing)*3)}.has-\[\>svg\]\:px-4:has(>svg){padding-inline:calc(var(--spacing)*4)}.aria-invalid\:border-destructive[aria-invalid=true]{border-color:var(--destructive)}.aria-invalid\:ring-destructive\/20[aria-invalid=true]{--tw-ring-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.aria-invalid\:ring-destructive\/20[aria-invalid=true]{--tw-ring-color:color-mix(in oklab,var(--destructive)20%,transparent)}}.data-\[disabled\]\:pointer-events-none[data-disabled]{pointer-events:none}.data-\[disabled\]\:opacity-50[data-disabled]{opacity:.5}.data-\[inset\]\:pl-8[data-inset]{padding-left:calc(var(--spacing)*8)}.data-\[placeholder\]\:text-muted-foreground[data-placeholder]{color:var(--muted-foreground)}.data-\[side\=bottom\]\:translate-y-1[data-side=bottom]{--tw-translate-y:calc(var(--spacing)*1);translate:var(--tw-translate-x)var(--tw-translate-y)}.data-\[side\=bottom\]\:slide-in-from-top-2[data-side=bottom]{--tw-enter-translate-y:calc(2*var(--spacing)*-1)}.data-\[side\=left\]\:-translate-x-1[data-side=left]{--tw-translate-x:calc(var(--spacing)*-1);translate:var(--tw-translate-x)var(--tw-translate-y)}.data-\[side\=left\]\:slide-in-from-right-2[data-side=left]{--tw-enter-translate-x:calc(2*var(--spacing))}.data-\[side\=right\]\:translate-x-1[data-side=right]{--tw-translate-x:calc(var(--spacing)*1);translate:var(--tw-translate-x)var(--tw-translate-y)}.data-\[side\=right\]\:slide-in-from-left-2[data-side=right]{--tw-enter-translate-x:calc(2*var(--spacing)*-1)}.data-\[side\=top\]\:-translate-y-1[data-side=top]{--tw-translate-y:calc(var(--spacing)*-1);translate:var(--tw-translate-x)var(--tw-translate-y)}.data-\[side\=top\]\:slide-in-from-bottom-2[data-side=top]{--tw-enter-translate-y:calc(2*var(--spacing))}.data-\[size\=default\]\:h-9[data-size=default]{height:calc(var(--spacing)*9)}.data-\[size\=sm\]\:h-8[data-size=sm]{height:calc(var(--spacing)*8)}:is(.\*\:data-\[slot\=select-value\]\:line-clamp-1>*)[data-slot=select-value]{-webkit-line-clamp:1;-webkit-box-orient:vertical;display:-webkit-box;overflow:hidden}:is(.\*\:data-\[slot\=select-value\]\:flex>*)[data-slot=select-value]{display:flex}:is(.\*\:data-\[slot\=select-value\]\:items-center>*)[data-slot=select-value]{align-items:center}:is(.\*\:data-\[slot\=select-value\]\:gap-2>*)[data-slot=select-value]{gap:calc(var(--spacing)*2)}.data-\[state\=active\]\:bg-background[data-state=active]{background-color:var(--background)}.data-\[state\=active\]\:text-foreground[data-state=active]{color:var(--foreground)}.data-\[state\=active\]\:shadow[data-state=active]{--tw-shadow:0 1px 3px 0 var(--tw-shadow-color,#0000001a),0 1px 2px -1px var(--tw-shadow-color,#0000001a);box-shadow:var(--tw-inset-shadow),var(--tw-inset-ring-shadow),var(--tw-ring-offset-shadow),var(--tw-ring-shadow),var(--tw-shadow)}.data-\[state\=checked\]\:border-primary[data-state=checked]{border-color:var(--primary)}.data-\[state\=checked\]\:bg-primary[data-state=checked]{background-color:var(--primary)}.data-\[state\=checked\]\:text-primary-foreground[data-state=checked]{color:var(--primary-foreground)}.data-\[state\=closed\]\:animate-out[data-state=closed]{animation:exit var(--tw-animation-duration,var(--tw-duration,.15s))var(--tw-ease,ease)var(--tw-animation-delay,0s)var(--tw-animation-iteration-count,1)var(--tw-animation-direction,normal)var(--tw-animation-fill-mode,none)}.data-\[state\=closed\]\:fade-out-0[data-state=closed]{--tw-exit-opacity:0}.data-\[state\=closed\]\:zoom-out-95[data-state=closed]{--tw-exit-scale:.95}.data-\[state\=open\]\:animate-in[data-state=open]{animation:enter var(--tw-animation-duration,var(--tw-duration,.15s))var(--tw-ease,ease)var(--tw-animation-delay,0s)var(--tw-animation-iteration-count,1)var(--tw-animation-direction,normal)var(--tw-animation-fill-mode,none)}.data-\[state\=open\]\:bg-accent[data-state=open]{background-color:var(--accent)}.data-\[state\=open\]\:text-accent-foreground[data-state=open]{color:var(--accent-foreground)}.data-\[state\=open\]\:fade-in-0[data-state=open]{--tw-enter-opacity:0}.data-\[state\=open\]\:zoom-in-95[data-state=open]{--tw-enter-scale:.95}.data-\[variant\=destructive\]\:text-destructive[data-variant=destructive]{color:var(--destructive)}.data-\[variant\=destructive\]\:focus\:bg-destructive\/10[data-variant=destructive]:focus{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.data-\[variant\=destructive\]\:focus\:bg-destructive\/10[data-variant=destructive]:focus{background-color:color-mix(in oklab,var(--destructive)10%,transparent)}}.data-\[variant\=destructive\]\:focus\:text-destructive[data-variant=destructive]:focus{color:var(--destructive)}@media (min-width:40rem){.sm\:col-span-2{grid-column:span 2/span 2}.sm\:w-64{width:calc(var(--spacing)*64)}.sm\:max-w-lg{max-width:var(--container-lg)}.sm\:flex-none{flex:none}.sm\:grid-cols-2{grid-template-columns:repeat(2,minmax(0,1fr))}.sm\:flex-row{flex-direction:row}.sm\:items-center{align-items:center}}@media (min-width:48rem){.md\:col-span-2{grid-column:span 2/span 2}.md\:col-start-2{grid-column-start:2}.md\:inline{display:inline}.md\:max-w-2xl{max-width:var(--container-2xl)}.md\:grid-cols-2{grid-template-columns:repeat(2,minmax(0,1fr))}.md\:gap-8{gap:calc(var(--spacing)*8)}.md\:text-sm{font-size:var(--text-sm);line-height:var(--tw-leading,var(--text-sm--line-height))}}@media (min-width:64rem){.lg\:col-span-3{grid-column:span 3/span 3}.lg\:max-w-4xl{max-width:var(--container-4xl)}.lg\:grid-cols-3{grid-template-columns:repeat(3,minmax(0,1fr))}.lg\:flex-row{flex-direction:row}.lg\:items-center{align-items:center}.lg\:justify-between{justify-content:space-between}}@media (min-width:80rem){.xl\:col-span-2{grid-column:span 2/span 2}.xl\:col-span-4{grid-column:span 4/span 4}.xl\:max-w-5xl{max-width:var(--container-5xl)}.xl\:grid-cols-4{grid-template-columns:repeat(4,minmax(0,1fr))}}.dark\:scale-0:is(.dark *){--tw-scale-x:0%;--tw-scale-y:0%;--tw-scale-z:0%;scale:var(--tw-scale-x)var(--tw-scale-y)}.dark\:scale-100:is(.dark *){--tw-scale-x:100%;--tw-scale-y:100%;--tw-scale-z:100%;scale:var(--tw-scale-x)var(--tw-scale-y)}.dark\:-rotate-90:is(.dark *){rotate:-90deg}.dark\:rotate-0:is(.dark *){rotate:none}.dark\:\!border-gray-500:is(.dark *){border-color:var(--color-gray-500)!important}.dark\:\!border-gray-600:is(.dark *){border-color:var(--color-gray-600)!important}.dark\:border-\[\#8B5CF6\]:is(.dark *){border-color:#8b5cf6}.dark\:border-\[\#8B5CF6\]\/30:is(.dark *){border-color:#8b5cf64d}.dark\:border-\[\#8B5CF6\]\/40:is(.dark *){border-color:#8b5cf666}.dark\:border-amber-800:is(.dark *){border-color:var(--color-amber-800)}.dark\:border-amber-900:is(.dark *){border-color:var(--color-amber-900)}.dark\:border-blue-500:is(.dark *){border-color:var(--color-blue-500)}.dark\:border-blue-500\/30:is(.dark *){border-color:#3080ff4d}@supports (color:color-mix(in lab,red,red)){.dark\:border-blue-500\/30:is(.dark *){border-color:color-mix(in oklab,var(--color-blue-500)30%,transparent)}}.dark\:border-blue-500\/40:is(.dark *){border-color:#3080ff66}@supports (color:color-mix(in lab,red,red)){.dark\:border-blue-500\/40:is(.dark *){border-color:color-mix(in oklab,var(--color-blue-500)40%,transparent)}}.dark\:border-blue-600:is(.dark *){border-color:var(--color-blue-600)}.dark\:border-blue-800:is(.dark *){border-color:var(--color-blue-800)}.dark\:border-emerald-600:is(.dark *){border-color:var(--color-emerald-600)}.dark\:border-gray-600:is(.dark *){border-color:var(--color-gray-600)}.dark\:border-gray-700:is(.dark *){border-color:var(--color-gray-700)}.dark\:border-green-400:is(.dark *){border-color:var(--color-green-400)}.dark\:border-green-400\/30:is(.dark *){border-color:#05df724d}@supports (color:color-mix(in lab,red,red)){.dark\:border-green-400\/30:is(.dark *){border-color:color-mix(in oklab,var(--color-green-400)30%,transparent)}}.dark\:border-green-400\/40:is(.dark *){border-color:#05df7266}@supports (color:color-mix(in lab,red,red)){.dark\:border-green-400\/40:is(.dark *){border-color:color-mix(in oklab,var(--color-green-400)40%,transparent)}}.dark\:border-green-800:is(.dark *){border-color:var(--color-green-800)}.dark\:border-input:is(.dark *){border-color:var(--input)}.dark\:border-orange-400:is(.dark *){border-color:var(--color-orange-400)}.dark\:border-orange-800:is(.dark *){border-color:var(--color-orange-800)}.dark\:border-red-400:is(.dark *){border-color:var(--color-red-400)}.dark\:border-red-800:is(.dark *){border-color:var(--color-red-800)}.dark\:\!bg-gray-800\/90:is(.dark *){background-color:#1e2939e6!important}@supports (color:color-mix(in lab,red,red)){.dark\:\!bg-gray-800\/90:is(.dark *){background-color:color-mix(in oklab,var(--color-gray-800)90%,transparent)!important}}.dark\:bg-\[\#8B5CF6\]:is(.dark *){background-color:#8b5cf6}.dark\:bg-\[\#8B5CF6\]\/5:is(.dark *){background-color:#8b5cf60d}.dark\:bg-\[\#8B5CF6\]\/10:is(.dark *){background-color:#8b5cf61a}.dark\:bg-amber-950\/20:is(.dark *){background-color:#46190133}@supports (color:color-mix(in lab,red,red)){.dark\:bg-amber-950\/20:is(.dark *){background-color:color-mix(in oklab,var(--color-amber-950)20%,transparent)}}.dark\:bg-amber-950\/50:is(.dark *){background-color:#46190180}@supports (color:color-mix(in lab,red,red)){.dark\:bg-amber-950\/50:is(.dark *){background-color:color-mix(in oklab,var(--color-amber-950)50%,transparent)}}.dark\:bg-background:is(.dark *){background-color:var(--background)}.dark\:bg-blue-500\/5:is(.dark *){background-color:#3080ff0d}@supports (color:color-mix(in lab,red,red)){.dark\:bg-blue-500\/5:is(.dark *){background-color:color-mix(in oklab,var(--color-blue-500)5%,transparent)}}.dark\:bg-blue-500\/10:is(.dark *){background-color:#3080ff1a}@supports (color:color-mix(in lab,red,red)){.dark\:bg-blue-500\/10:is(.dark *){background-color:color-mix(in oklab,var(--color-blue-500)10%,transparent)}}.dark\:bg-blue-900:is(.dark *){background-color:var(--color-blue-900)}.dark\:bg-blue-900\/50:is(.dark *){background-color:#1c398e80}@supports (color:color-mix(in lab,red,red)){.dark\:bg-blue-900\/50:is(.dark *){background-color:color-mix(in oklab,var(--color-blue-900)50%,transparent)}}.dark\:bg-blue-950\/20:is(.dark *){background-color:#16245633}@supports (color:color-mix(in lab,red,red)){.dark\:bg-blue-950\/20:is(.dark *){background-color:color-mix(in oklab,var(--color-blue-950)20%,transparent)}}.dark\:bg-blue-950\/40:is(.dark *){background-color:#16245666}@supports (color:color-mix(in lab,red,red)){.dark\:bg-blue-950\/40:is(.dark *){background-color:color-mix(in oklab,var(--color-blue-950)40%,transparent)}}.dark\:bg-blue-950\/50:is(.dark *){background-color:#16245680}@supports (color:color-mix(in lab,red,red)){.dark\:bg-blue-950\/50:is(.dark *){background-color:color-mix(in oklab,var(--color-blue-950)50%,transparent)}}.dark\:bg-card:is(.dark *){background-color:var(--card)}.dark\:bg-destructive\/20:is(.dark *){background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.dark\:bg-destructive\/20:is(.dark *){background-color:color-mix(in oklab,var(--destructive)20%,transparent)}}.dark\:bg-destructive\/60:is(.dark *){background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.dark\:bg-destructive\/60:is(.dark *){background-color:color-mix(in oklab,var(--destructive)60%,transparent)}}.dark\:bg-emerald-900\/50:is(.dark *){background-color:#004e3b80}@supports (color:color-mix(in lab,red,red)){.dark\:bg-emerald-900\/50:is(.dark *){background-color:color-mix(in oklab,var(--color-emerald-900)50%,transparent)}}.dark\:bg-emerald-950\/50:is(.dark *){background-color:#002c2280}@supports (color:color-mix(in lab,red,red)){.dark\:bg-emerald-950\/50:is(.dark *){background-color:color-mix(in oklab,var(--color-emerald-950)50%,transparent)}}.dark\:bg-foreground\/10:is(.dark *){background-color:var(--foreground)}@supports (color:color-mix(in lab,red,red)){.dark\:bg-foreground\/10:is(.dark *){background-color:color-mix(in oklab,var(--foreground)10%,transparent)}}.dark\:bg-gray-500:is(.dark *){background-color:var(--color-gray-500)}.dark\:bg-gray-800:is(.dark *){background-color:var(--color-gray-800)}.dark\:bg-gray-800\/90:is(.dark *){background-color:#1e2939e6}@supports (color:color-mix(in lab,red,red)){.dark\:bg-gray-800\/90:is(.dark *){background-color:color-mix(in oklab,var(--color-gray-800)90%,transparent)}}.dark\:bg-gray-900:is(.dark *){background-color:var(--color-gray-900)}.dark\:bg-green-400:is(.dark *){background-color:var(--color-green-400)}.dark\:bg-green-400\/5:is(.dark *){background-color:#05df720d}@supports (color:color-mix(in lab,red,red)){.dark\:bg-green-400\/5:is(.dark *){background-color:color-mix(in oklab,var(--color-green-400)5%,transparent)}}.dark\:bg-green-400\/10:is(.dark *){background-color:#05df721a}@supports (color:color-mix(in lab,red,red)){.dark\:bg-green-400\/10:is(.dark *){background-color:color-mix(in oklab,var(--color-green-400)10%,transparent)}}.dark\:bg-green-900:is(.dark *){background-color:var(--color-green-900)}.dark\:bg-green-950:is(.dark *){background-color:var(--color-green-950)}.dark\:bg-green-950\/20:is(.dark *){background-color:#032e1533}@supports (color:color-mix(in lab,red,red)){.dark\:bg-green-950\/20:is(.dark *){background-color:color-mix(in oklab,var(--color-green-950)20%,transparent)}}.dark\:bg-green-950\/50:is(.dark *){background-color:#032e1580}@supports (color:color-mix(in lab,red,red)){.dark\:bg-green-950\/50:is(.dark *){background-color:color-mix(in oklab,var(--color-green-950)50%,transparent)}}.dark\:bg-input\/30:is(.dark *){background-color:var(--input)}@supports (color:color-mix(in lab,red,red)){.dark\:bg-input\/30:is(.dark *){background-color:color-mix(in oklab,var(--input)30%,transparent)}}.dark\:bg-orange-400:is(.dark *){background-color:var(--color-orange-400)}.dark\:bg-orange-900:is(.dark *){background-color:var(--color-orange-900)}.dark\:bg-orange-950:is(.dark *){background-color:var(--color-orange-950)}.dark\:bg-orange-950\/50:is(.dark *){background-color:#44130680}@supports (color:color-mix(in lab,red,red)){.dark\:bg-orange-950\/50:is(.dark *){background-color:color-mix(in oklab,var(--color-orange-950)50%,transparent)}}.dark\:bg-purple-900:is(.dark *){background-color:var(--color-purple-900)}.dark\:bg-red-400:is(.dark *){background-color:var(--color-red-400)}.dark\:bg-red-900:is(.dark *){background-color:var(--color-red-900)}.dark\:bg-red-950:is(.dark *){background-color:var(--color-red-950)}.dark\:bg-red-950\/20:is(.dark *){background-color:#46080933}@supports (color:color-mix(in lab,red,red)){.dark\:bg-red-950\/20:is(.dark *){background-color:color-mix(in oklab,var(--color-red-950)20%,transparent)}}.dark\:text-\[\#8B5CF6\]:is(.dark *){color:#8b5cf6}.dark\:text-amber-100:is(.dark *){color:var(--color-amber-100)}.dark\:text-amber-200:is(.dark *){color:var(--color-amber-200)}.dark\:text-amber-300:is(.dark *){color:var(--color-amber-300)}.dark\:text-amber-400:is(.dark *){color:var(--color-amber-400)}.dark\:text-amber-500:is(.dark *){color:var(--color-amber-500)}.dark\:text-blue-200:is(.dark *){color:var(--color-blue-200)}.dark\:text-blue-300:is(.dark *){color:var(--color-blue-300)}.dark\:text-blue-400:is(.dark *){color:var(--color-blue-400)}.dark\:text-blue-500:is(.dark *){color:var(--color-blue-500)}.dark\:text-emerald-200:is(.dark *){color:var(--color-emerald-200)}.dark\:text-emerald-300:is(.dark *){color:var(--color-emerald-300)}.dark\:text-emerald-400:is(.dark *){color:var(--color-emerald-400)}.dark\:text-gray-100:is(.dark *){color:var(--color-gray-100)}.dark\:text-gray-300:is(.dark *){color:var(--color-gray-300)}.dark\:text-gray-400:is(.dark *){color:var(--color-gray-400)}.dark\:text-green-200:is(.dark *){color:var(--color-green-200)}.dark\:text-green-300:is(.dark *){color:var(--color-green-300)}.dark\:text-green-400:is(.dark *){color:var(--color-green-400)}.dark\:text-orange-200:is(.dark *){color:var(--color-orange-200)}.dark\:text-orange-400:is(.dark *){color:var(--color-orange-400)}.dark\:text-purple-400:is(.dark *){color:var(--color-purple-400)}.dark\:text-red-200:is(.dark *){color:var(--color-red-200)}.dark\:text-red-400:is(.dark *){color:var(--color-red-400)}.dark\:text-yellow-400:is(.dark *){color:var(--color-yellow-400)}.dark\:opacity-30:is(.dark *){opacity:.3}@media (hover:hover){.dark\:hover\:bg-\[\#8B5CF6\]\/10:is(.dark *):hover{background-color:#8b5cf61a}.dark\:hover\:bg-accent\/50:is(.dark *):hover{background-color:var(--accent)}@supports (color:color-mix(in lab,red,red)){.dark\:hover\:bg-accent\/50:is(.dark *):hover{background-color:color-mix(in oklab,var(--accent)50%,transparent)}}.dark\:hover\:bg-amber-950\/30:is(.dark *):hover{background-color:#4619014d}@supports (color:color-mix(in lab,red,red)){.dark\:hover\:bg-amber-950\/30:is(.dark *):hover{background-color:color-mix(in oklab,var(--color-amber-950)30%,transparent)}}.dark\:hover\:bg-blue-500\/10:is(.dark *):hover{background-color:#3080ff1a}@supports (color:color-mix(in lab,red,red)){.dark\:hover\:bg-blue-500\/10:is(.dark *):hover{background-color:color-mix(in oklab,var(--color-blue-500)10%,transparent)}}.dark\:hover\:bg-destructive\/30:is(.dark *):hover{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.dark\:hover\:bg-destructive\/30:is(.dark *):hover{background-color:color-mix(in oklab,var(--destructive)30%,transparent)}}.dark\:hover\:bg-gray-800:is(.dark *):hover{background-color:var(--color-gray-800)}.dark\:hover\:bg-green-400\/10:is(.dark *):hover{background-color:#05df721a}@supports (color:color-mix(in lab,red,red)){.dark\:hover\:bg-green-400\/10:is(.dark *):hover{background-color:color-mix(in oklab,var(--color-green-400)10%,transparent)}}.dark\:hover\:bg-input\/50:is(.dark *):hover{background-color:var(--input)}@supports (color:color-mix(in lab,red,red)){.dark\:hover\:bg-input\/50:is(.dark *):hover{background-color:color-mix(in oklab,var(--input)50%,transparent)}}}.dark\:focus-visible\:ring-destructive\/40:is(.dark *):focus-visible{--tw-ring-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.dark\:focus-visible\:ring-destructive\/40:is(.dark *):focus-visible{--tw-ring-color:color-mix(in oklab,var(--destructive)40%,transparent)}}.dark\:aria-invalid\:ring-destructive\/40:is(.dark *)[aria-invalid=true]{--tw-ring-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.dark\:aria-invalid\:ring-destructive\/40:is(.dark *)[aria-invalid=true]{--tw-ring-color:color-mix(in oklab,var(--destructive)40%,transparent)}}.dark\:data-\[state\=checked\]\:bg-primary:is(.dark *)[data-state=checked]{background-color:var(--primary)}.dark\:data-\[variant\=destructive\]\:focus\:bg-destructive\/20:is(.dark *)[data-variant=destructive]:focus{background-color:var(--destructive)}@supports (color:color-mix(in lab,red,red)){.dark\:data-\[variant\=destructive\]\:focus\:bg-destructive\/20:is(.dark *)[data-variant=destructive]:focus{background-color:color-mix(in oklab,var(--destructive)20%,transparent)}}.\[\&_p\]\:leading-relaxed p{--tw-leading:var(--leading-relaxed);line-height:var(--leading-relaxed)}.\[\&_svg\]\:pointer-events-none svg{pointer-events:none}.\[\&_svg\]\:shrink-0 svg{flex-shrink:0}.\[\&_svg\:not\(\[class\*\=\'size-\'\]\)\]\:size-4 svg:not([class*=size-]){width:calc(var(--spacing)*4);height:calc(var(--spacing)*4)}.\[\&_svg\:not\(\[class\*\=\'text-\'\]\)\]\:text-muted-foreground svg:not([class*=text-]){color:var(--muted-foreground)}.\[\.border-b\]\:pb-6.border-b{padding-bottom:calc(var(--spacing)*6)}.\[\.border-t\]\:pt-6.border-t{padding-top:calc(var(--spacing)*6)}:is(.\*\:\[span\]\:last\:flex>*):is(span):last-child{display:flex}:is(.\*\:\[span\]\:last\:items-center>*):is(span):last-child{align-items:center}:is(.\*\:\[span\]\:last\:gap-2>*):is(span):last-child{gap:calc(var(--spacing)*2)}:is(.data-\[variant\=destructive\]\:\*\:\[svg\]\:\!text-destructive[data-variant=destructive]>*):is(svg){color:var(--destructive)!important}.\[\&\>svg\]\:absolute>svg{position:absolute}.\[\&\>svg\]\:top-4>svg{top:calc(var(--spacing)*4)}.\[\&\>svg\]\:left-4>svg{left:calc(var(--spacing)*4)}.\[\&\>svg\]\:text-foreground>svg{color:var(--foreground)}.\[\&\>svg\+div\]\:translate-y-\[-3px\]>svg+div{--tw-translate-y:-3px;translate:var(--tw-translate-x)var(--tw-translate-y)}.\[\&\>svg\~\*\]\:pl-7>svg~*{padding-left:calc(var(--spacing)*7)}}@property --tw-animation-delay{syntax:"*";inherits:false;initial-value:0s}@property --tw-animation-direction{syntax:"*";inherits:false;initial-value:normal}@property --tw-animation-duration{syntax:"*";inherits:false}@property --tw-animation-fill-mode{syntax:"*";inherits:false;initial-value:none}@property --tw-animation-iteration-count{syntax:"*";inherits:false;initial-value:1}@property --tw-enter-blur{syntax:"*";inherits:false;initial-value:0}@property --tw-enter-opacity{syntax:"*";inherits:false;initial-value:1}@property --tw-enter-rotate{syntax:"*";inherits:false;initial-value:0}@property --tw-enter-scale{syntax:"*";inherits:false;initial-value:1}@property --tw-enter-translate-x{syntax:"*";inherits:false;initial-value:0}@property --tw-enter-translate-y{syntax:"*";inherits:false;initial-value:0}@property --tw-exit-blur{syntax:"*";inherits:false;initial-value:0}@property --tw-exit-opacity{syntax:"*";inherits:false;initial-value:1}@property --tw-exit-rotate{syntax:"*";inherits:false;initial-value:0}@property --tw-exit-scale{syntax:"*";inherits:false;initial-value:1}@property --tw-exit-translate-x{syntax:"*";inherits:false;initial-value:0}@property --tw-exit-translate-y{syntax:"*";inherits:false;initial-value:0}:root{--radius:.625rem;--background:oklch(100% 0 0);--foreground:oklch(14.5% 0 0);--card:oklch(100% 0 0);--card-foreground:oklch(14.5% 0 0);--popover:oklch(100% 0 0);--popover-foreground:oklch(14.5% 0 0);--primary:oklch(48% .18 290);--primary-foreground:oklch(98.5% 0 0);--secondary:oklch(97% 0 0);--secondary-foreground:oklch(20.5% 0 0);--muted:oklch(97% 0 0);--muted-foreground:oklch(55.6% 0 0);--accent:oklch(97% 0 0);--accent-foreground:oklch(20.5% 0 0);--destructive:oklch(57.7% .245 27.325);--border:oklch(92.2% 0 0);--input:oklch(92.2% 0 0);--ring:oklch(70.8% 0 0);--chart-1:oklch(64.6% .222 41.116);--chart-2:oklch(60% .118 184.704);--chart-3:oklch(39.8% .07 227.392);--chart-4:oklch(82.8% .189 84.429);--chart-5:oklch(76.9% .188 70.08);--sidebar:oklch(98.5% 0 0);--sidebar-foreground:oklch(14.5% 0 0);--sidebar-primary:oklch(20.5% 0 0);--sidebar-primary-foreground:oklch(98.5% 0 0);--sidebar-accent:oklch(97% 0 0);--sidebar-accent-foreground:oklch(20.5% 0 0);--sidebar-border:oklch(92.2% 0 0);--sidebar-ring:oklch(70.8% 0 0)}.dark{--background:oklch(14.5% 0 0);--foreground:oklch(98.5% 0 0);--card:oklch(20.5% 0 0);--card-foreground:oklch(98.5% 0 0);--popover:oklch(20.5% 0 0);--popover-foreground:oklch(98.5% 0 0);--primary:oklch(62% .2 290);--primary-foreground:oklch(98.5% 0 0);--secondary:oklch(26.9% 0 0);--secondary-foreground:oklch(98.5% 0 0);--muted:oklch(26.9% 0 0);--muted-foreground:oklch(70.8% 0 0);--accent:oklch(26.9% 0 0);--accent-foreground:oklch(98.5% 0 0);--destructive:oklch(70.4% .191 22.216);--border:oklch(100% 0 0/.1);--input:oklch(100% 0 0/.15);--ring:oklch(55.6% 0 0);--chart-1:oklch(48.8% .243 264.376);--chart-2:oklch(69.6% .17 162.48);--chart-3:oklch(76.9% .188 70.08);--chart-4:oklch(62.7% .265 303.9);--chart-5:oklch(64.5% .246 16.439);--sidebar:oklch(20.5% 0 0);--sidebar-foreground:oklch(98.5% 0 0);--sidebar-primary:oklch(48.8% .243 264.376);--sidebar-primary-foreground:oklch(98.5% 0 0);--sidebar-accent:oklch(26.9% 0 0);--sidebar-accent-foreground:oklch(98.5% 0 0);--sidebar-border:oklch(100% 0 0/.1);--sidebar-ring:oklch(55.6% 0 0)}.workflow-chat-view .border-green-200{border-color:var(--color-emerald-200)}.workflow-chat-view .bg-green-50{background-color:var(--color-emerald-50)}.workflow-chat-view .bg-green-100{background-color:var(--color-emerald-100)}.workflow-chat-view .text-green-600{color:var(--color-emerald-600)}.workflow-chat-view .text-green-700{color:var(--color-emerald-700)}.workflow-chat-view .text-green-800{color:var(--color-emerald-800)}@property --tw-translate-x{syntax:"*";inherits:false;initial-value:0}@property --tw-translate-y{syntax:"*";inherits:false;initial-value:0}@property --tw-translate-z{syntax:"*";inherits:false;initial-value:0}@property --tw-scale-x{syntax:"*";inherits:false;initial-value:1}@property --tw-scale-y{syntax:"*";inherits:false;initial-value:1}@property --tw-scale-z{syntax:"*";inherits:false;initial-value:1}@property --tw-rotate-x{syntax:"*";inherits:false}@property --tw-rotate-y{syntax:"*";inherits:false}@property --tw-rotate-z{syntax:"*";inherits:false}@property --tw-skew-x{syntax:"*";inherits:false}@property --tw-skew-y{syntax:"*";inherits:false}@property --tw-space-y-reverse{syntax:"*";inherits:false;initial-value:0}@property --tw-space-x-reverse{syntax:"*";inherits:false;initial-value:0}@property --tw-border-style{syntax:"*";inherits:false;initial-value:solid}@property --tw-leading{syntax:"*";inherits:false}@property --tw-font-weight{syntax:"*";inherits:false}@property --tw-tracking{syntax:"*";inherits:false}@property --tw-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-shadow-color{syntax:"*";inherits:false}@property --tw-shadow-alpha{syntax:"";inherits:false;initial-value:100%}@property --tw-inset-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-inset-shadow-color{syntax:"*";inherits:false}@property --tw-inset-shadow-alpha{syntax:"";inherits:false;initial-value:100%}@property --tw-ring-color{syntax:"*";inherits:false}@property --tw-ring-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-inset-ring-color{syntax:"*";inherits:false}@property --tw-inset-ring-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-ring-inset{syntax:"*";inherits:false}@property --tw-ring-offset-width{syntax:"";inherits:false;initial-value:0}@property --tw-ring-offset-color{syntax:"*";inherits:false;initial-value:#fff}@property --tw-ring-offset-shadow{syntax:"*";inherits:false;initial-value:0 0 #0000}@property --tw-outline-style{syntax:"*";inherits:false;initial-value:solid}@property --tw-blur{syntax:"*";inherits:false}@property --tw-brightness{syntax:"*";inherits:false}@property --tw-contrast{syntax:"*";inherits:false}@property --tw-grayscale{syntax:"*";inherits:false}@property --tw-hue-rotate{syntax:"*";inherits:false}@property --tw-invert{syntax:"*";inherits:false}@property --tw-opacity{syntax:"*";inherits:false}@property --tw-saturate{syntax:"*";inherits:false}@property --tw-sepia{syntax:"*";inherits:false}@property --tw-drop-shadow{syntax:"*";inherits:false}@property --tw-drop-shadow-color{syntax:"*";inherits:false}@property --tw-drop-shadow-alpha{syntax:"";inherits:false;initial-value:100%}@property --tw-drop-shadow-size{syntax:"*";inherits:false}@property --tw-backdrop-blur{syntax:"*";inherits:false}@property --tw-backdrop-brightness{syntax:"*";inherits:false}@property --tw-backdrop-contrast{syntax:"*";inherits:false}@property --tw-backdrop-grayscale{syntax:"*";inherits:false}@property --tw-backdrop-hue-rotate{syntax:"*";inherits:false}@property --tw-backdrop-invert{syntax:"*";inherits:false}@property --tw-backdrop-opacity{syntax:"*";inherits:false}@property --tw-backdrop-saturate{syntax:"*";inherits:false}@property --tw-backdrop-sepia{syntax:"*";inherits:false}@property --tw-duration{syntax:"*";inherits:false}@property --tw-ease{syntax:"*";inherits:false}@keyframes spin{to{transform:rotate(360deg)}}@keyframes pulse{50%{opacity:.5}}@keyframes bounce{0%,to{animation-timing-function:cubic-bezier(.8,0,1,1);transform:translateY(-25%)}50%{animation-timing-function:cubic-bezier(0,0,.2,1);transform:none}}@keyframes enter{0%{opacity:var(--tw-enter-opacity,1);transform:translate3d(var(--tw-enter-translate-x,0),var(--tw-enter-translate-y,0),0)scale3d(var(--tw-enter-scale,1),var(--tw-enter-scale,1),var(--tw-enter-scale,1))rotate(var(--tw-enter-rotate,0));filter:blur(var(--tw-enter-blur,0))}}@keyframes exit{to{opacity:var(--tw-exit-opacity,1);transform:translate3d(var(--tw-exit-translate-x,0),var(--tw-exit-translate-y,0),0)scale3d(var(--tw-exit-scale,1),var(--tw-exit-scale,1),var(--tw-exit-scale,1))rotate(var(--tw-exit-rotate,0));filter:blur(var(--tw-exit-blur,0))}}.react-flow{direction:ltr;--xy-edge-stroke-default: #b1b1b7;--xy-edge-stroke-width-default: 1;--xy-edge-stroke-selected-default: #555;--xy-connectionline-stroke-default: #b1b1b7;--xy-connectionline-stroke-width-default: 1;--xy-attribution-background-color-default: rgba(255, 255, 255, .5);--xy-minimap-background-color-default: #fff;--xy-minimap-mask-background-color-default: rgba(240, 240, 240, .6);--xy-minimap-mask-stroke-color-default: transparent;--xy-minimap-mask-stroke-width-default: 1;--xy-minimap-node-background-color-default: #e2e2e2;--xy-minimap-node-stroke-color-default: transparent;--xy-minimap-node-stroke-width-default: 2;--xy-background-color-default: transparent;--xy-background-pattern-dots-color-default: #91919a;--xy-background-pattern-lines-color-default: #eee;--xy-background-pattern-cross-color-default: #e2e2e2;background-color:var(--xy-background-color, var(--xy-background-color-default));--xy-node-color-default: inherit;--xy-node-border-default: 1px solid #1a192b;--xy-node-background-color-default: #fff;--xy-node-group-background-color-default: rgba(240, 240, 240, .25);--xy-node-boxshadow-hover-default: 0 1px 4px 1px rgba(0, 0, 0, .08);--xy-node-boxshadow-selected-default: 0 0 0 .5px #1a192b;--xy-node-border-radius-default: 3px;--xy-handle-background-color-default: #1a192b;--xy-handle-border-color-default: #fff;--xy-selection-background-color-default: rgba(0, 89, 220, .08);--xy-selection-border-default: 1px dotted rgba(0, 89, 220, .8);--xy-controls-button-background-color-default: #fefefe;--xy-controls-button-background-color-hover-default: #f4f4f4;--xy-controls-button-color-default: inherit;--xy-controls-button-color-hover-default: inherit;--xy-controls-button-border-color-default: #eee;--xy-controls-box-shadow-default: 0 0 2px 1px rgba(0, 0, 0, .08);--xy-edge-label-background-color-default: #ffffff;--xy-edge-label-color-default: inherit;--xy-resize-background-color-default: #3367d9}.react-flow.dark{--xy-edge-stroke-default: #3e3e3e;--xy-edge-stroke-width-default: 1;--xy-edge-stroke-selected-default: #727272;--xy-connectionline-stroke-default: #b1b1b7;--xy-connectionline-stroke-width-default: 1;--xy-attribution-background-color-default: rgba(150, 150, 150, .25);--xy-minimap-background-color-default: #141414;--xy-minimap-mask-background-color-default: rgba(60, 60, 60, .6);--xy-minimap-mask-stroke-color-default: transparent;--xy-minimap-mask-stroke-width-default: 1;--xy-minimap-node-background-color-default: #2b2b2b;--xy-minimap-node-stroke-color-default: transparent;--xy-minimap-node-stroke-width-default: 2;--xy-background-color-default: #141414;--xy-background-pattern-dots-color-default: #777;--xy-background-pattern-lines-color-default: #777;--xy-background-pattern-cross-color-default: #777;--xy-node-color-default: #f8f8f8;--xy-node-border-default: 1px solid #3c3c3c;--xy-node-background-color-default: #1e1e1e;--xy-node-group-background-color-default: rgba(240, 240, 240, .25);--xy-node-boxshadow-hover-default: 0 1px 4px 1px rgba(255, 255, 255, .08);--xy-node-boxshadow-selected-default: 0 0 0 .5px #999;--xy-handle-background-color-default: #bebebe;--xy-handle-border-color-default: #1e1e1e;--xy-selection-background-color-default: rgba(200, 200, 220, .08);--xy-selection-border-default: 1px dotted rgba(200, 200, 220, .8);--xy-controls-button-background-color-default: #2b2b2b;--xy-controls-button-background-color-hover-default: #3e3e3e;--xy-controls-button-color-default: #f8f8f8;--xy-controls-button-color-hover-default: #fff;--xy-controls-button-border-color-default: #5b5b5b;--xy-controls-box-shadow-default: 0 0 2px 1px rgba(0, 0, 0, .08);--xy-edge-label-background-color-default: #141414;--xy-edge-label-color-default: #f8f8f8}.react-flow__background{background-color:var(--xy-background-color-props, var(--xy-background-color, var(--xy-background-color-default)));pointer-events:none;z-index:-1}.react-flow__container{position:absolute;width:100%;height:100%;top:0;left:0}.react-flow__pane{z-index:1}.react-flow__pane.draggable{cursor:grab}.react-flow__pane.dragging{cursor:grabbing}.react-flow__pane.selection{cursor:pointer}.react-flow__viewport{transform-origin:0 0;z-index:2;pointer-events:none}.react-flow__renderer{z-index:4}.react-flow__selection{z-index:6}.react-flow__nodesselection-rect:focus,.react-flow__nodesselection-rect:focus-visible{outline:none}.react-flow__edge-path{stroke:var(--xy-edge-stroke, var(--xy-edge-stroke-default));stroke-width:var(--xy-edge-stroke-width, var(--xy-edge-stroke-width-default));fill:none}.react-flow__connection-path{stroke:var(--xy-connectionline-stroke, var(--xy-connectionline-stroke-default));stroke-width:var(--xy-connectionline-stroke-width, var(--xy-connectionline-stroke-width-default));fill:none}.react-flow .react-flow__edges{position:absolute}.react-flow .react-flow__edges svg{overflow:visible;position:absolute;pointer-events:none}.react-flow__edge{pointer-events:visibleStroke}.react-flow__edge.selectable{cursor:pointer}.react-flow__edge.animated path{stroke-dasharray:5;animation:dashdraw .5s linear infinite}.react-flow__edge.animated path.react-flow__edge-interaction{stroke-dasharray:none;animation:none}.react-flow__edge.inactive{pointer-events:none}.react-flow__edge.selected,.react-flow__edge:focus,.react-flow__edge:focus-visible{outline:none}.react-flow__edge.selected .react-flow__edge-path,.react-flow__edge.selectable:focus .react-flow__edge-path,.react-flow__edge.selectable:focus-visible .react-flow__edge-path{stroke:var(--xy-edge-stroke-selected, var(--xy-edge-stroke-selected-default))}.react-flow__edge-textwrapper{pointer-events:all}.react-flow__edge .react-flow__edge-text{pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none}.react-flow__arrowhead polyline{stroke:var(--xy-edge-stroke, var(--xy-edge-stroke-default))}.react-flow__arrowhead polyline.arrowclosed{fill:var(--xy-edge-stroke, var(--xy-edge-stroke-default))}.react-flow__connection{pointer-events:none}.react-flow__connection .animated{stroke-dasharray:5;animation:dashdraw .5s linear infinite}svg.react-flow__connectionline{z-index:1001;overflow:visible;position:absolute}.react-flow__nodes{pointer-events:none;transform-origin:0 0}.react-flow__node{position:absolute;-webkit-user-select:none;-moz-user-select:none;user-select:none;pointer-events:all;transform-origin:0 0;box-sizing:border-box;cursor:default}.react-flow__node.selectable{cursor:pointer}.react-flow__node.draggable{cursor:grab;pointer-events:all}.react-flow__node.draggable.dragging{cursor:grabbing}.react-flow__nodesselection{z-index:3;transform-origin:left top;pointer-events:none}.react-flow__nodesselection-rect{position:absolute;pointer-events:all;cursor:grab}.react-flow__handle{position:absolute;pointer-events:none;min-width:5px;min-height:5px;width:6px;height:6px;background-color:var(--xy-handle-background-color, var(--xy-handle-background-color-default));border:1px solid var(--xy-handle-border-color, var(--xy-handle-border-color-default));border-radius:100%}.react-flow__handle.connectingfrom{pointer-events:all}.react-flow__handle.connectionindicator{pointer-events:all;cursor:crosshair}.react-flow__handle-bottom{top:auto;left:50%;bottom:0;transform:translate(-50%,50%)}.react-flow__handle-top{top:0;left:50%;transform:translate(-50%,-50%)}.react-flow__handle-left{top:50%;left:0;transform:translate(-50%,-50%)}.react-flow__handle-right{top:50%;right:0;transform:translate(50%,-50%)}.react-flow__edgeupdater{cursor:move;pointer-events:all}.react-flow__pane.selection .react-flow__panel{pointer-events:none}.react-flow__panel{position:absolute;z-index:5;margin:15px}.react-flow__panel.top{top:0}.react-flow__panel.bottom{bottom:0}.react-flow__panel.top.center,.react-flow__panel.bottom.center{left:50%;transform:translate(-15px) translate(-50%)}.react-flow__panel.left{left:0}.react-flow__panel.right{right:0}.react-flow__panel.left.center,.react-flow__panel.right.center{top:50%;transform:translateY(-15px) translateY(-50%)}.react-flow__attribution{font-size:10px;background:var(--xy-attribution-background-color, var(--xy-attribution-background-color-default));padding:2px 3px;margin:0}.react-flow__attribution a{text-decoration:none;color:#999}@keyframes dashdraw{0%{stroke-dashoffset:10}}.react-flow__edgelabel-renderer{position:absolute;width:100%;height:100%;pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none;left:0;top:0}.react-flow__viewport-portal{position:absolute;width:100%;height:100%;left:0;top:0;-webkit-user-select:none;-moz-user-select:none;user-select:none}.react-flow__minimap{background:var( --xy-minimap-background-color-props, var(--xy-minimap-background-color, var(--xy-minimap-background-color-default)) )}.react-flow__minimap-svg{display:block}.react-flow__minimap-mask{fill:var( --xy-minimap-mask-background-color-props, var(--xy-minimap-mask-background-color, var(--xy-minimap-mask-background-color-default)) );stroke:var( --xy-minimap-mask-stroke-color-props, var(--xy-minimap-mask-stroke-color, var(--xy-minimap-mask-stroke-color-default)) );stroke-width:var( --xy-minimap-mask-stroke-width-props, var(--xy-minimap-mask-stroke-width, var(--xy-minimap-mask-stroke-width-default)) )}.react-flow__minimap-node{fill:var( --xy-minimap-node-background-color-props, var(--xy-minimap-node-background-color, var(--xy-minimap-node-background-color-default)) );stroke:var( --xy-minimap-node-stroke-color-props, var(--xy-minimap-node-stroke-color, var(--xy-minimap-node-stroke-color-default)) );stroke-width:var( --xy-minimap-node-stroke-width-props, var(--xy-minimap-node-stroke-width, var(--xy-minimap-node-stroke-width-default)) )}.react-flow__background-pattern.dots{fill:var( --xy-background-pattern-color-props, var(--xy-background-pattern-color, var(--xy-background-pattern-dots-color-default)) )}.react-flow__background-pattern.lines{stroke:var( --xy-background-pattern-color-props, var(--xy-background-pattern-color, var(--xy-background-pattern-lines-color-default)) )}.react-flow__background-pattern.cross{stroke:var( --xy-background-pattern-color-props, var(--xy-background-pattern-color, var(--xy-background-pattern-cross-color-default)) )}.react-flow__controls{display:flex;flex-direction:column;box-shadow:var(--xy-controls-box-shadow, var(--xy-controls-box-shadow-default))}.react-flow__controls.horizontal{flex-direction:row}.react-flow__controls-button{display:flex;justify-content:center;align-items:center;height:26px;width:26px;padding:4px;border:none;background:var(--xy-controls-button-background-color, var(--xy-controls-button-background-color-default));border-bottom:1px solid var( --xy-controls-button-border-color-props, var(--xy-controls-button-border-color, var(--xy-controls-button-border-color-default)) );color:var( --xy-controls-button-color-props, var(--xy-controls-button-color, var(--xy-controls-button-color-default)) );cursor:pointer;-webkit-user-select:none;-moz-user-select:none;user-select:none}.react-flow__controls-button svg{width:100%;max-width:12px;max-height:12px;fill:currentColor}.react-flow__edge.updating .react-flow__edge-path{stroke:#777}.react-flow__edge-text{font-size:10px}.react-flow__node.selectable:focus,.react-flow__node.selectable:focus-visible{outline:none}.react-flow__node-input,.react-flow__node-default,.react-flow__node-output,.react-flow__node-group{padding:10px;border-radius:var(--xy-node-border-radius, var(--xy-node-border-radius-default));width:150px;font-size:12px;color:var(--xy-node-color, var(--xy-node-color-default));text-align:center;border:var(--xy-node-border, var(--xy-node-border-default));background-color:var(--xy-node-background-color, var(--xy-node-background-color-default))}.react-flow__node-input.selectable:hover,.react-flow__node-default.selectable:hover,.react-flow__node-output.selectable:hover,.react-flow__node-group.selectable:hover{box-shadow:var(--xy-node-boxshadow-hover, var(--xy-node-boxshadow-hover-default))}.react-flow__node-input.selectable.selected,.react-flow__node-input.selectable:focus,.react-flow__node-input.selectable:focus-visible,.react-flow__node-default.selectable.selected,.react-flow__node-default.selectable:focus,.react-flow__node-default.selectable:focus-visible,.react-flow__node-output.selectable.selected,.react-flow__node-output.selectable:focus,.react-flow__node-output.selectable:focus-visible,.react-flow__node-group.selectable.selected,.react-flow__node-group.selectable:focus,.react-flow__node-group.selectable:focus-visible{box-shadow:var(--xy-node-boxshadow-selected, var(--xy-node-boxshadow-selected-default))}.react-flow__node-group{background-color:var(--xy-node-group-background-color, var(--xy-node-group-background-color-default))}.react-flow__nodesselection-rect,.react-flow__selection{background:var(--xy-selection-background-color, var(--xy-selection-background-color-default));border:var(--xy-selection-border, var(--xy-selection-border-default))}.react-flow__nodesselection-rect:focus,.react-flow__nodesselection-rect:focus-visible,.react-flow__selection:focus,.react-flow__selection:focus-visible{outline:none}.react-flow__controls-button:hover{background:var( --xy-controls-button-background-color-hover-props, var(--xy-controls-button-background-color-hover, var(--xy-controls-button-background-color-hover-default)) );color:var( --xy-controls-button-color-hover-props, var(--xy-controls-button-color-hover, var(--xy-controls-button-color-hover-default)) )}.react-flow__controls-button:disabled{pointer-events:none}.react-flow__controls-button:disabled svg{fill-opacity:.4}.react-flow__controls-button:last-child{border-bottom:none}.react-flow__controls.horizontal .react-flow__controls-button{border-bottom:none;border-right:1px solid var( --xy-controls-button-border-color-props, var(--xy-controls-button-border-color, var(--xy-controls-button-border-color-default)) )}.react-flow__controls.horizontal .react-flow__controls-button:last-child{border-right:none}.react-flow__resize-control{position:absolute}.react-flow__resize-control.left,.react-flow__resize-control.right{cursor:ew-resize}.react-flow__resize-control.top,.react-flow__resize-control.bottom{cursor:ns-resize}.react-flow__resize-control.top.left,.react-flow__resize-control.bottom.right{cursor:nwse-resize}.react-flow__resize-control.bottom.left,.react-flow__resize-control.top.right{cursor:nesw-resize}.react-flow__resize-control.handle{width:5px;height:5px;border:1px solid #fff;border-radius:1px;background-color:var(--xy-resize-background-color, var(--xy-resize-background-color-default));translate:-50% -50%}.react-flow__resize-control.handle.left{left:0;top:50%}.react-flow__resize-control.handle.right{left:100%;top:50%}.react-flow__resize-control.handle.top{left:50%;top:0}.react-flow__resize-control.handle.bottom{left:50%;top:100%}.react-flow__resize-control.handle.top.left,.react-flow__resize-control.handle.bottom.left{left:0}.react-flow__resize-control.handle.top.right,.react-flow__resize-control.handle.bottom.right{left:100%}.react-flow__resize-control.line{border-color:var(--xy-resize-background-color, var(--xy-resize-background-color-default));border-width:0;border-style:solid}.react-flow__resize-control.line.left,.react-flow__resize-control.line.right{width:1px;transform:translate(-50%);top:0;height:100%}.react-flow__resize-control.line.left{left:0;border-left-width:1px}.react-flow__resize-control.line.right{left:100%;border-right-width:1px}.react-flow__resize-control.line.top,.react-flow__resize-control.line.bottom{height:1px;transform:translateY(-50%);left:0;width:100%}.react-flow__resize-control.line.top{top:0;border-top-width:1px}.react-flow__resize-control.line.bottom{border-bottom-width:1px;top:100%}.react-flow__edge-textbg{fill:var(--xy-edge-label-background-color, var(--xy-edge-label-background-color-default))}.react-flow__edge-text{fill:var(--xy-edge-label-color, var(--xy-edge-label-color-default))} diff --git a/python/packages/devui/agent_framework_devui/ui/assets/index-D_Y1oSGu.js b/python/packages/devui/agent_framework_devui/ui/assets/index-D_Y1oSGu.js deleted file mode 100644 index 85924eb9712..00000000000 --- a/python/packages/devui/agent_framework_devui/ui/assets/index-D_Y1oSGu.js +++ /dev/null @@ -1,577 +0,0 @@ -function BE(e,r){for(var o=0;os[l]})}}}return Object.freeze(Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}))}(function(){const r=document.createElement("link").relList;if(r&&r.supports&&r.supports("modulepreload"))return;for(const l of document.querySelectorAll('link[rel="modulepreload"]'))s(l);new MutationObserver(l=>{for(const u of l)if(u.type==="childList")for(const d of u.addedNodes)d.tagName==="LINK"&&d.rel==="modulepreload"&&s(d)}).observe(document,{childList:!0,subtree:!0});function o(l){const u={};return l.integrity&&(u.integrity=l.integrity),l.referrerPolicy&&(u.referrerPolicy=l.referrerPolicy),l.crossOrigin==="use-credentials"?u.credentials="include":l.crossOrigin==="anonymous"?u.credentials="omit":u.credentials="same-origin",u}function s(l){if(l.ep)return;l.ep=!0;const u=o(l);fetch(l.href,u)}})();function qh(e){return e&&e.__esModule&&Object.prototype.hasOwnProperty.call(e,"default")?e.default:e}var _m={exports:{}},wi={};/** - * @license React - * react-jsx-runtime.production.js - * - * Copyright (c) Meta Platforms, Inc. and affiliates. - * - * This source code is licensed under the MIT license found in the - * LICENSE file in the root directory of this source tree. - */var bv;function UE(){if(bv)return wi;bv=1;var e=Symbol.for("react.transitional.element"),r=Symbol.for("react.fragment");function o(s,l,u){var d=null;if(u!==void 0&&(d=""+u),l.key!==void 0&&(d=""+l.key),"key"in l){u={};for(var f in l)f!=="key"&&(u[f]=l[f])}else u=l;return l=u.ref,{$$typeof:e,type:s,key:d,ref:l!==void 0?l:null,props:u}}return wi.Fragment=r,wi.jsx=o,wi.jsxs=o,wi}var wv;function PE(){return wv||(wv=1,_m.exports=UE()),_m.exports}var i=PE(),Em={exports:{}},Le={};/** - * @license React - * react.production.js - * - * Copyright (c) Meta Platforms, Inc. and affiliates. - * - * This source code is licensed under the MIT license found in the - * LICENSE file in the root directory of this source tree. - */var Nv;function $E(){if(Nv)return Le;Nv=1;var e=Symbol.for("react.transitional.element"),r=Symbol.for("react.portal"),o=Symbol.for("react.fragment"),s=Symbol.for("react.strict_mode"),l=Symbol.for("react.profiler"),u=Symbol.for("react.consumer"),d=Symbol.for("react.context"),f=Symbol.for("react.forward_ref"),h=Symbol.for("react.suspense"),p=Symbol.for("react.memo"),g=Symbol.for("react.lazy"),y=Symbol.iterator;function v(T){return T===null||typeof T!="object"?null:(T=y&&T[y]||T["@@iterator"],typeof T=="function"?T:null)}var b={isMounted:function(){return!1},enqueueForceUpdate:function(){},enqueueReplaceState:function(){},enqueueSetState:function(){}},S=Object.assign,w={};function j(T,U,X){this.props=T,this.context=U,this.refs=w,this.updater=X||b}j.prototype.isReactComponent={},j.prototype.setState=function(T,U){if(typeof T!="object"&&typeof T!="function"&&T!=null)throw Error("takes an object of state variables to update or a function which returns an object of state variables.");this.updater.enqueueSetState(this,T,U,"setState")},j.prototype.forceUpdate=function(T){this.updater.enqueueForceUpdate(this,T,"forceUpdate")};function k(){}k.prototype=j.prototype;function M(T,U,X){this.props=T,this.context=U,this.refs=w,this.updater=X||b}var E=M.prototype=new k;E.constructor=M,S(E,j.prototype),E.isPureReactComponent=!0;var A=Array.isArray,D={H:null,A:null,T:null,S:null,V:null},L=Object.prototype.hasOwnProperty;function H(T,U,X,ee,se,he){return X=he.ref,{$$typeof:e,type:T,key:U,ref:X!==void 0?X:null,props:he}}function B(T,U){return H(T.type,U,void 0,void 0,void 0,T.props)}function q(T){return typeof T=="object"&&T!==null&&T.$$typeof===e}function F(T){var U={"=":"=0",":":"=2"};return"$"+T.replace(/[=:]/g,function(X){return U[X]})}var K=/\/+/g;function G(T,U){return typeof T=="object"&&T!==null&&T.key!=null?F(""+T.key):U.toString(36)}function te(){}function I(T){switch(T.status){case"fulfilled":return T.value;case"rejected":throw T.reason;default:switch(typeof T.status=="string"?T.then(te,te):(T.status="pending",T.then(function(U){T.status==="pending"&&(T.status="fulfilled",T.value=U)},function(U){T.status==="pending"&&(T.status="rejected",T.reason=U)})),T.status){case"fulfilled":return T.value;case"rejected":throw T.reason}}throw T}function V(T,U,X,ee,se){var he=typeof T;(he==="undefined"||he==="boolean")&&(T=null);var fe=!1;if(T===null)fe=!0;else switch(he){case"bigint":case"string":case"number":fe=!0;break;case"object":switch(T.$$typeof){case e:case r:fe=!0;break;case g:return fe=T._init,V(fe(T._payload),U,X,ee,se)}}if(fe)return se=se(T),fe=ee===""?"."+G(T,0):ee,A(se)?(X="",fe!=null&&(X=fe.replace(K,"$&/")+"/"),V(se,U,X,"",function(xe){return xe})):se!=null&&(q(se)&&(se=B(se,X+(se.key==null||T&&T.key===se.key?"":(""+se.key).replace(K,"$&/")+"/")+fe)),U.push(se)),1;fe=0;var Q=ee===""?".":ee+":";if(A(T))for(var ae=0;ae>>1,T=_[P];if(0>>1;Pl(ee,z))sel(he,ee)?(_[P]=he,_[se]=z,P=se):(_[P]=ee,_[X]=z,P=X);else if(sel(he,z))_[P]=he,_[se]=z,P=se;else break e}}return O}function l(_,O){var z=_.sortIndex-O.sortIndex;return z!==0?z:_.id-O.id}if(e.unstable_now=void 0,typeof performance=="object"&&typeof performance.now=="function"){var u=performance;e.unstable_now=function(){return u.now()}}else{var d=Date,f=d.now();e.unstable_now=function(){return d.now()-f}}var h=[],p=[],g=1,y=null,v=3,b=!1,S=!1,w=!1,j=!1,k=typeof setTimeout=="function"?setTimeout:null,M=typeof clearTimeout=="function"?clearTimeout:null,E=typeof setImmediate<"u"?setImmediate:null;function A(_){for(var O=o(p);O!==null;){if(O.callback===null)s(p);else if(O.startTime<=_)s(p),O.sortIndex=O.expirationTime,r(h,O);else break;O=o(p)}}function D(_){if(w=!1,A(_),!S)if(o(h)!==null)S=!0,L||(L=!0,G());else{var O=o(p);O!==null&&V(D,O.startTime-_)}}var L=!1,H=-1,B=5,q=-1;function F(){return j?!0:!(e.unstable_now()-q_&&F());){var P=y.callback;if(typeof P=="function"){y.callback=null,v=y.priorityLevel;var T=P(y.expirationTime<=_);if(_=e.unstable_now(),typeof T=="function"){y.callback=T,A(_),O=!0;break t}y===o(h)&&s(h),A(_)}else s(h);y=o(h)}if(y!==null)O=!0;else{var U=o(p);U!==null&&V(D,U.startTime-_),O=!1}}break e}finally{y=null,v=z,b=!1}O=void 0}}finally{O?G():L=!1}}}var G;if(typeof E=="function")G=function(){E(K)};else if(typeof MessageChannel<"u"){var te=new MessageChannel,I=te.port2;te.port1.onmessage=K,G=function(){I.postMessage(null)}}else G=function(){k(K,0)};function V(_,O){H=k(function(){_(e.unstable_now())},O)}e.unstable_IdlePriority=5,e.unstable_ImmediatePriority=1,e.unstable_LowPriority=4,e.unstable_NormalPriority=3,e.unstable_Profiling=null,e.unstable_UserBlockingPriority=2,e.unstable_cancelCallback=function(_){_.callback=null},e.unstable_forceFrameRate=function(_){0>_||125<_?console.error("forceFrameRate takes a positive int between 0 and 125, forcing frame rates higher than 125 fps is not supported"):B=0<_?Math.floor(1e3/_):5},e.unstable_getCurrentPriorityLevel=function(){return v},e.unstable_next=function(_){switch(v){case 1:case 2:case 3:var O=3;break;default:O=v}var z=v;v=O;try{return _()}finally{v=z}},e.unstable_requestPaint=function(){j=!0},e.unstable_runWithPriority=function(_,O){switch(_){case 1:case 2:case 3:case 4:case 5:break;default:_=3}var z=v;v=_;try{return O()}finally{v=z}},e.unstable_scheduleCallback=function(_,O,z){var P=e.unstable_now();switch(typeof z=="object"&&z!==null?(z=z.delay,z=typeof z=="number"&&0P?(_.sortIndex=z,r(p,_),o(h)===null&&_===o(p)&&(w?(M(H),H=-1):w=!0,V(D,z-P))):(_.sortIndex=T,r(h,_),S||b||(S=!0,L||(L=!0,G()))),_},e.unstable_shouldYield=F,e.unstable_wrapCallback=function(_){var O=v;return function(){var z=v;v=O;try{return _.apply(this,arguments)}finally{v=z}}}})(km)),km}var Ev;function qE(){return Ev||(Ev=1,Cm.exports=VE()),Cm.exports}var Am={exports:{}},Lt={};/** - * @license React - * react-dom.production.js - * - * Copyright (c) Meta Platforms, Inc. and affiliates. - * - * This source code is licensed under the MIT license found in the - * LICENSE file in the root directory of this source tree. - */var jv;function YE(){if(jv)return Lt;jv=1;var e=Wi();function r(h){var p="https://react.dev/errors/"+h;if(1"u"||typeof __REACT_DEVTOOLS_GLOBAL_HOOK__.checkDCE!="function"))try{__REACT_DEVTOOLS_GLOBAL_HOOK__.checkDCE(e)}catch(r){console.error(r)}}return e(),Am.exports=YE(),Am.exports}/** - * @license React - * react-dom-client.production.js - * - * Copyright (c) Meta Platforms, Inc. and affiliates. - * - * This source code is licensed under the MIT license found in the - * LICENSE file in the root directory of this source tree. - */var kv;function GE(){if(kv)return Ni;kv=1;var e=qE(),r=Wi(),o=Eb();function s(t){var n="https://react.dev/errors/"+t;if(1T||(t.current=P[T],P[T]=null,T--)}function ee(t,n){T++,P[T]=t.current,t.current=n}var se=U(null),he=U(null),fe=U(null),Q=U(null);function ae(t,n){switch(ee(fe,n),ee(he,t),ee(se,null),n.nodeType){case 9:case 11:t=(t=n.documentElement)&&(t=t.namespaceURI)?F0(t):0;break;default:if(t=n.tagName,n=n.namespaceURI)n=F0(n),t=Z0(n,t);else switch(t){case"svg":t=1;break;case"math":t=2;break;default:t=0}}X(se),ee(se,t)}function xe(){X(se),X(he),X(fe)}function le(t){t.memoizedState!==null&&ee(Q,t);var n=se.current,a=Z0(n,t.type);n!==a&&(ee(he,t),ee(se,a))}function ce(t){he.current===t&&(X(se),X(he)),Q.current===t&&(X(Q),gi._currentValue=z)}var ue=Object.prototype.hasOwnProperty,ge=e.unstable_scheduleCallback,pe=e.unstable_cancelCallback,Be=e.unstable_shouldYield,st=e.unstable_requestPaint,re=e.unstable_now,ve=e.unstable_getCurrentPriorityLevel,ke=e.unstable_ImmediatePriority,De=e.unstable_UserBlockingPriority,be=e.unstable_NormalPriority,Te=e.unstable_LowPriority,Ye=e.unstable_IdlePriority,it=e.log,Tn=e.unstable_setDisableYieldValue,Fe=null,Ue=null;function Qe(t){if(typeof it=="function"&&Tn(t),Ue&&typeof Ue.setStrictMode=="function")try{Ue.setStrictMode(Fe,t)}catch{}}var ht=Math.clz32?Math.clz32:dd,Ft=Math.log,ga=Math.LN2;function dd(t){return t>>>=0,t===0?32:31-(Ft(t)/ga|0)|0}var ns=256,rs=4194304;function Wn(t){var n=t&42;if(n!==0)return n;switch(t&-t){case 1:return 1;case 2:return 2;case 4:return 4;case 8:return 8;case 16:return 16;case 32:return 32;case 64:return 64;case 128:return 128;case 256:case 512:case 1024:case 2048:case 4096:case 8192:case 16384:case 32768:case 65536:case 131072:case 262144:case 524288:case 1048576:case 2097152:return t&4194048;case 4194304:case 8388608:case 16777216:case 33554432:return t&62914560;case 67108864:return 67108864;case 134217728:return 134217728;case 268435456:return 268435456;case 536870912:return 536870912;case 1073741824:return 0;default:return t}}function os(t,n,a){var c=t.pendingLanes;if(c===0)return 0;var m=0,x=t.suspendedLanes,C=t.pingedLanes;t=t.warmLanes;var R=c&134217727;return R!==0?(c=R&~x,c!==0?m=Wn(c):(C&=R,C!==0?m=Wn(C):a||(a=R&~t,a!==0&&(m=Wn(a))))):(R=c&~x,R!==0?m=Wn(R):C!==0?m=Wn(C):a||(a=c&~t,a!==0&&(m=Wn(a)))),m===0?0:n!==0&&n!==m&&(n&x)===0&&(x=m&-m,a=n&-n,x>=a||x===32&&(a&4194048)!==0)?n:m}function xo(t,n){return(t.pendingLanes&~(t.suspendedLanes&~t.pingedLanes)&n)===0}function fd(t,n){switch(t){case 1:case 2:case 4:case 8:case 64:return n+250;case 16:case 32:case 128:case 256:case 512:case 1024:case 2048:case 4096:case 8192:case 16384:case 32768:case 65536:case 131072:case 262144:case 524288:case 1048576:case 2097152:return n+5e3;case 4194304:case 8388608:case 16777216:case 33554432:return-1;case 67108864:case 134217728:case 268435456:case 536870912:case 1073741824:return-1;default:return-1}}function dl(){var t=ns;return ns<<=1,(ns&4194048)===0&&(ns=256),t}function fl(){var t=rs;return rs<<=1,(rs&62914560)===0&&(rs=4194304),t}function xa(t){for(var n=[],a=0;31>a;a++)n.push(t);return n}function vo(t,n){t.pendingLanes|=n,n!==268435456&&(t.suspendedLanes=0,t.pingedLanes=0,t.warmLanes=0)}function md(t,n,a,c,m,x){var C=t.pendingLanes;t.pendingLanes=a,t.suspendedLanes=0,t.pingedLanes=0,t.warmLanes=0,t.expiredLanes&=a,t.entangledLanes&=a,t.errorRecoveryDisabledLanes&=a,t.shellSuspendCounter=0;var R=t.entanglements,$=t.expirationTimes,J=t.hiddenUpdates;for(a=C&~a;0)":-1m||$[c]!==J[m]){var ie=` -`+$[c].replace(" at new "," at ");return t.displayName&&ie.includes("")&&(ie=ie.replace("",t.displayName)),ie}while(1<=c&&0<=m);break}}}finally{Ea=!1,Error.prepareStackTrace=a}return(a=t?t.displayName||t.name:"")?tr(a):""}function yd(t){switch(t.tag){case 26:case 27:case 5:return tr(t.type);case 16:return tr("Lazy");case 13:return tr("Suspense");case 19:return tr("SuspenseList");case 0:case 15:return ja(t.type,!1);case 11:return ja(t.type.render,!1);case 1:return ja(t.type,!0);case 31:return tr("Activity");default:return""}}function bl(t){try{var n="";do n+=yd(t),t=t.return;while(t);return n}catch(a){return` -Error generating stack: `+a.message+` -`+a.stack}}function Bt(t){switch(typeof t){case"bigint":case"boolean":case"number":case"string":case"undefined":return t;case"object":return t;default:return""}}function wl(t){var n=t.type;return(t=t.nodeName)&&t.toLowerCase()==="input"&&(n==="checkbox"||n==="radio")}function bd(t){var n=wl(t)?"checked":"value",a=Object.getOwnPropertyDescriptor(t.constructor.prototype,n),c=""+t[n];if(!t.hasOwnProperty(n)&&typeof a<"u"&&typeof a.get=="function"&&typeof a.set=="function"){var m=a.get,x=a.set;return Object.defineProperty(t,n,{configurable:!0,get:function(){return m.call(this)},set:function(C){c=""+C,x.call(this,C)}}),Object.defineProperty(t,n,{enumerable:a.enumerable}),{getValue:function(){return c},setValue:function(C){c=""+C},stopTracking:function(){t._valueTracker=null,delete t[n]}}}}function is(t){t._valueTracker||(t._valueTracker=bd(t))}function Ca(t){if(!t)return!1;var n=t._valueTracker;if(!n)return!0;var a=n.getValue(),c="";return t&&(c=wl(t)?t.checked?"true":"false":t.value),t=c,t!==a?(n.setValue(t),!0):!1}function ls(t){if(t=t||(typeof document<"u"?document:void 0),typeof t>"u")return null;try{return t.activeElement||t.body}catch{return t.body}}var wd=/[\n"\\]/g;function Ut(t){return t.replace(wd,function(n){return"\\"+n.charCodeAt(0).toString(16)+" "})}function bo(t,n,a,c,m,x,C,R){t.name="",C!=null&&typeof C!="function"&&typeof C!="symbol"&&typeof C!="boolean"?t.type=C:t.removeAttribute("type"),n!=null?C==="number"?(n===0&&t.value===""||t.value!=n)&&(t.value=""+Bt(n)):t.value!==""+Bt(n)&&(t.value=""+Bt(n)):C!=="submit"&&C!=="reset"||t.removeAttribute("value"),n!=null?ka(t,C,Bt(n)):a!=null?ka(t,C,Bt(a)):c!=null&&t.removeAttribute("value"),m==null&&x!=null&&(t.defaultChecked=!!x),m!=null&&(t.checked=m&&typeof m!="function"&&typeof m!="symbol"),R!=null&&typeof R!="function"&&typeof R!="symbol"&&typeof R!="boolean"?t.name=""+Bt(R):t.removeAttribute("name")}function Nl(t,n,a,c,m,x,C,R){if(x!=null&&typeof x!="function"&&typeof x!="symbol"&&typeof x!="boolean"&&(t.type=x),n!=null||a!=null){if(!(x!=="submit"&&x!=="reset"||n!=null))return;a=a!=null?""+Bt(a):"",n=n!=null?""+Bt(n):a,R||n===t.value||(t.value=n),t.defaultValue=n}c=c??m,c=typeof c!="function"&&typeof c!="symbol"&&!!c,t.checked=R?t.checked:!!c,t.defaultChecked=!!c,C!=null&&typeof C!="function"&&typeof C!="symbol"&&typeof C!="boolean"&&(t.name=C)}function ka(t,n,a){n==="number"&&ls(t.ownerDocument)===t||t.defaultValue===""+a||(t.defaultValue=""+a)}function nr(t,n,a,c){if(t=t.options,n){n={};for(var m=0;m"u"||typeof window.document>"u"||typeof window.document.createElement>"u"),jd=!1;if(rr)try{var Ma={};Object.defineProperty(Ma,"passive",{get:function(){jd=!0}}),window.addEventListener("test",Ma,Ma),window.removeEventListener("test",Ma,Ma)}catch{jd=!1}var Or=null,Cd=null,_l=null;function Qp(){if(_l)return _l;var t,n=Cd,a=n.length,c,m="value"in Or?Or.value:Or.textContent,x=m.length;for(t=0;t=Da),og=" ",sg=!1;function ag(t,n){switch(t){case"keyup":return c_.indexOf(n.keyCode)!==-1;case"keydown":return n.keyCode!==229;case"keypress":case"mousedown":case"focusout":return!0;default:return!1}}function ig(t){return t=t.detail,typeof t=="object"&&"data"in t?t.data:null}var fs=!1;function d_(t,n){switch(t){case"compositionend":return ig(n);case"keypress":return n.which!==32?null:(sg=!0,og);case"textInput":return t=n.data,t===og&&sg?null:t;default:return null}}function f_(t,n){if(fs)return t==="compositionend"||!Rd&&ag(t,n)?(t=Qp(),_l=Cd=Or=null,fs=!1,t):null;switch(t){case"paste":return null;case"keypress":if(!(n.ctrlKey||n.altKey||n.metaKey)||n.ctrlKey&&n.altKey){if(n.char&&1=n)return{node:a,offset:n-t};t=c}e:{for(;a;){if(a.nextSibling){a=a.nextSibling;break e}a=a.parentNode}a=void 0}a=pg(a)}}function xg(t,n){return t&&n?t===n?!0:t&&t.nodeType===3?!1:n&&n.nodeType===3?xg(t,n.parentNode):"contains"in t?t.contains(n):t.compareDocumentPosition?!!(t.compareDocumentPosition(n)&16):!1:!1}function vg(t){t=t!=null&&t.ownerDocument!=null&&t.ownerDocument.defaultView!=null?t.ownerDocument.defaultView:window;for(var n=ls(t.document);n instanceof t.HTMLIFrameElement;){try{var a=typeof n.contentWindow.location.href=="string"}catch{a=!1}if(a)t=n.contentWindow;else break;n=ls(t.document)}return n}function zd(t){var n=t&&t.nodeName&&t.nodeName.toLowerCase();return n&&(n==="input"&&(t.type==="text"||t.type==="search"||t.type==="tel"||t.type==="url"||t.type==="password")||n==="textarea"||t.contentEditable==="true")}var b_=rr&&"documentMode"in document&&11>=document.documentMode,ms=null,Ld=null,Ia=null,Id=!1;function yg(t,n,a){var c=a.window===a?a.document:a.nodeType===9?a:a.ownerDocument;Id||ms==null||ms!==ls(c)||(c=ms,"selectionStart"in c&&zd(c)?c={start:c.selectionStart,end:c.selectionEnd}:(c=(c.ownerDocument&&c.ownerDocument.defaultView||window).getSelection(),c={anchorNode:c.anchorNode,anchorOffset:c.anchorOffset,focusNode:c.focusNode,focusOffset:c.focusOffset}),Ia&&La(Ia,c)||(Ia=c,c=hc(Ld,"onSelect"),0>=C,m-=C,sr=1<<32-ht(n)+m|a<x?x:8;var C=_.T,R={};_.T=R,Sf(t,!1,n,a);try{var $=m(),J=_.S;if(J!==null&&J(R,$),$!==null&&typeof $=="object"&&typeof $.then=="function"){var ie=A_($,c);Qa(t,n,ie,en(t))}else Qa(t,n,c,en(t))}catch(me){Qa(t,n,{then:function(){},status:"rejected",reason:me},en())}finally{O.p=x,_.T=C}}function O_(){}function wf(t,n,a,c){if(t.tag!==5)throw Error(s(476));var m=bx(t).queue;yx(t,m,n,z,a===null?O_:function(){return wx(t),a(c)})}function bx(t){var n=t.memoizedState;if(n!==null)return n;n={memoizedState:z,baseState:z,baseQueue:null,queue:{pending:null,lanes:0,dispatch:null,lastRenderedReducer:cr,lastRenderedState:z},next:null};var a={};return n.next={memoizedState:a,baseState:a,baseQueue:null,queue:{pending:null,lanes:0,dispatch:null,lastRenderedReducer:cr,lastRenderedState:a},next:null},t.memoizedState=n,t=t.alternate,t!==null&&(t.memoizedState=n),n}function wx(t){var n=bx(t).next.queue;Qa(t,n,{},en())}function Nf(){return zt(gi)}function Nx(){return yt().memoizedState}function Sx(){return yt().memoizedState}function z_(t){for(var n=t.return;n!==null;){switch(n.tag){case 24:case 3:var a=en();t=Ir(a);var c=Hr(n,t,a);c!==null&&(tn(c,n,a),Ga(c,n,a)),n={cache:Wd()},t.payload=n;return}n=n.return}}function L_(t,n,a){var c=en();a={lane:c,revertLane:0,action:a,hasEagerState:!1,eagerState:null,next:null},Fl(t)?Ex(n,a):(a=Pd(t,n,a,c),a!==null&&(tn(a,t,c),jx(a,n,c)))}function _x(t,n,a){var c=en();Qa(t,n,a,c)}function Qa(t,n,a,c){var m={lane:c,revertLane:0,action:a,hasEagerState:!1,eagerState:null,next:null};if(Fl(t))Ex(n,m);else{var x=t.alternate;if(t.lanes===0&&(x===null||x.lanes===0)&&(x=n.lastRenderedReducer,x!==null))try{var C=n.lastRenderedState,R=x(C,a);if(m.hasEagerState=!0,m.eagerState=R,Zt(R,C))return Tl(t,n,m,0),at===null&&Ml(),!1}catch{}finally{}if(a=Pd(t,n,m,c),a!==null)return tn(a,t,c),jx(a,n,c),!0}return!1}function Sf(t,n,a,c){if(c={lane:2,revertLane:tm(),action:c,hasEagerState:!1,eagerState:null,next:null},Fl(t)){if(n)throw Error(s(479))}else n=Pd(t,a,c,2),n!==null&&tn(n,t,2)}function Fl(t){var n=t.alternate;return t===Ie||n!==null&&n===Ie}function Ex(t,n){Ss=$l=!0;var a=t.pending;a===null?n.next=n:(n.next=a.next,a.next=n),t.pending=n}function jx(t,n,a){if((a&4194048)!==0){var c=n.lanes;c&=t.pendingLanes,a|=c,n.lanes=a,va(t,a)}}var Zl={readContext:zt,use:ql,useCallback:pt,useContext:pt,useEffect:pt,useImperativeHandle:pt,useLayoutEffect:pt,useInsertionEffect:pt,useMemo:pt,useReducer:pt,useRef:pt,useState:pt,useDebugValue:pt,useDeferredValue:pt,useTransition:pt,useSyncExternalStore:pt,useId:pt,useHostTransitionStatus:pt,useFormState:pt,useActionState:pt,useOptimistic:pt,useMemoCache:pt,useCacheRefresh:pt},Cx={readContext:zt,use:ql,useCallback:function(t,n){return $t().memoizedState=[t,n===void 0?null:n],t},useContext:zt,useEffect:ux,useImperativeHandle:function(t,n,a){a=a!=null?a.concat([t]):null,Xl(4194308,4,hx.bind(null,n,t),a)},useLayoutEffect:function(t,n){return Xl(4194308,4,t,n)},useInsertionEffect:function(t,n){Xl(4,2,t,n)},useMemo:function(t,n){var a=$t();n=n===void 0?null:n;var c=t();if(Ro){Qe(!0);try{t()}finally{Qe(!1)}}return a.memoizedState=[c,n],c},useReducer:function(t,n,a){var c=$t();if(a!==void 0){var m=a(n);if(Ro){Qe(!0);try{a(n)}finally{Qe(!1)}}}else m=n;return c.memoizedState=c.baseState=m,t={pending:null,lanes:0,dispatch:null,lastRenderedReducer:t,lastRenderedState:m},c.queue=t,t=t.dispatch=L_.bind(null,Ie,t),[c.memoizedState,t]},useRef:function(t){var n=$t();return t={current:t},n.memoizedState=t},useState:function(t){t=xf(t);var n=t.queue,a=_x.bind(null,Ie,n);return n.dispatch=a,[t.memoizedState,a]},useDebugValue:yf,useDeferredValue:function(t,n){var a=$t();return bf(a,t,n)},useTransition:function(){var t=xf(!1);return t=yx.bind(null,Ie,t.queue,!0,!1),$t().memoizedState=t,[!1,t]},useSyncExternalStore:function(t,n,a){var c=Ie,m=$t();if(We){if(a===void 0)throw Error(s(407));a=a()}else{if(a=n(),at===null)throw Error(s(349));(Ge&124)!==0||Fg(c,n,a)}m.memoizedState=a;var x={value:a,getSnapshot:n};return m.queue=x,ux(Kg.bind(null,c,x,t),[t]),c.flags|=2048,Es(9,Gl(),Zg.bind(null,c,x,a,n),null),a},useId:function(){var t=$t(),n=at.identifierPrefix;if(We){var a=ar,c=sr;a=(c&~(1<<32-ht(c)-1)).toString(32)+a,n="«"+n+"R"+a,a=Vl++,0Me?(Ct=je,je=null):Ct=je.sibling;var Ze=ne(Z,je,W[Me],de);if(Ze===null){je===null&&(je=Ct);break}t&&je&&Ze.alternate===null&&n(Z,je),Y=x(Ze,Y,Me),Pe===null?we=Ze:Pe.sibling=Ze,Pe=Ze,je=Ct}if(Me===W.length)return a(Z,je),We&&jo(Z,Me),we;if(je===null){for(;MeMe?(Ct=je,je=null):Ct=je.sibling;var to=ne(Z,je,Ze.value,de);if(to===null){je===null&&(je=Ct);break}t&&je&&to.alternate===null&&n(Z,je),Y=x(to,Y,Me),Pe===null?we=to:Pe.sibling=to,Pe=to,je=Ct}if(Ze.done)return a(Z,je),We&&jo(Z,Me),we;if(je===null){for(;!Ze.done;Me++,Ze=W.next())Ze=me(Z,Ze.value,de),Ze!==null&&(Y=x(Ze,Y,Me),Pe===null?we=Ze:Pe.sibling=Ze,Pe=Ze);return We&&jo(Z,Me),we}for(je=c(je);!Ze.done;Me++,Ze=W.next())Ze=oe(je,Z,Me,Ze.value,de),Ze!==null&&(t&&Ze.alternate!==null&&je.delete(Ze.key===null?Me:Ze.key),Y=x(Ze,Y,Me),Pe===null?we=Ze:Pe.sibling=Ze,Pe=Ze);return t&&je.forEach(function(HE){return n(Z,HE)}),We&&jo(Z,Me),we}function rt(Z,Y,W,de){if(typeof W=="object"&&W!==null&&W.type===S&&W.key===null&&(W=W.props.children),typeof W=="object"&&W!==null){switch(W.$$typeof){case v:e:{for(var we=W.key;Y!==null;){if(Y.key===we){if(we=W.type,we===S){if(Y.tag===7){a(Z,Y.sibling),de=m(Y,W.props.children),de.return=Z,Z=de;break e}}else if(Y.elementType===we||typeof we=="object"&&we!==null&&we.$$typeof===B&&Ax(we)===Y.type){a(Z,Y.sibling),de=m(Y,W.props),ei(de,W),de.return=Z,Z=de;break e}a(Z,Y);break}else n(Z,Y);Y=Y.sibling}W.type===S?(de=_o(W.props.children,Z.mode,de,W.key),de.return=Z,Z=de):(de=Dl(W.type,W.key,W.props,null,Z.mode,de),ei(de,W),de.return=Z,Z=de)}return C(Z);case b:e:{for(we=W.key;Y!==null;){if(Y.key===we)if(Y.tag===4&&Y.stateNode.containerInfo===W.containerInfo&&Y.stateNode.implementation===W.implementation){a(Z,Y.sibling),de=m(Y,W.children||[]),de.return=Z,Z=de;break e}else{a(Z,Y);break}else n(Z,Y);Y=Y.sibling}de=qd(W,Z.mode,de),de.return=Z,Z=de}return C(Z);case B:return we=W._init,W=we(W._payload),rt(Z,Y,W,de)}if(V(W))return Re(Z,Y,W,de);if(G(W)){if(we=G(W),typeof we!="function")throw Error(s(150));return W=we.call(W),Ae(Z,Y,W,de)}if(typeof W.then=="function")return rt(Z,Y,Kl(W),de);if(W.$$typeof===E)return rt(Z,Y,Il(Z,W),de);Wl(Z,W)}return typeof W=="string"&&W!==""||typeof W=="number"||typeof W=="bigint"?(W=""+W,Y!==null&&Y.tag===6?(a(Z,Y.sibling),de=m(Y,W),de.return=Z,Z=de):(a(Z,Y),de=Vd(W,Z.mode,de),de.return=Z,Z=de),C(Z)):a(Z,Y)}return function(Z,Y,W,de){try{Ja=0;var we=rt(Z,Y,W,de);return js=null,we}catch(je){if(je===qa||je===Bl)throw je;var Pe=Kt(29,je,null,Z.mode);return Pe.lanes=de,Pe.return=Z,Pe}finally{}}}var Cs=Mx(!0),Tx=Mx(!1),mn=U(null),On=null;function Ur(t){var n=t.alternate;ee(Nt,Nt.current&1),ee(mn,t),On===null&&(n===null||Ns.current!==null||n.memoizedState!==null)&&(On=t)}function Rx(t){if(t.tag===22){if(ee(Nt,Nt.current),ee(mn,t),On===null){var n=t.alternate;n!==null&&n.memoizedState!==null&&(On=t)}}else Pr()}function Pr(){ee(Nt,Nt.current),ee(mn,mn.current)}function ur(t){X(mn),On===t&&(On=null),X(Nt)}var Nt=U(0);function Ql(t){for(var n=t;n!==null;){if(n.tag===13){var a=n.memoizedState;if(a!==null&&(a=a.dehydrated,a===null||a.data==="$?"||mm(a)))return n}else if(n.tag===19&&n.memoizedProps.revealOrder!==void 0){if((n.flags&128)!==0)return n}else if(n.child!==null){n.child.return=n,n=n.child;continue}if(n===t)break;for(;n.sibling===null;){if(n.return===null||n.return===t)return null;n=n.return}n.sibling.return=n.return,n=n.sibling}return null}function _f(t,n,a,c){n=t.memoizedState,a=a(c,n),a=a==null?n:g({},n,a),t.memoizedState=a,t.lanes===0&&(t.updateQueue.baseState=a)}var Ef={enqueueSetState:function(t,n,a){t=t._reactInternals;var c=en(),m=Ir(c);m.payload=n,a!=null&&(m.callback=a),n=Hr(t,m,c),n!==null&&(tn(n,t,c),Ga(n,t,c))},enqueueReplaceState:function(t,n,a){t=t._reactInternals;var c=en(),m=Ir(c);m.tag=1,m.payload=n,a!=null&&(m.callback=a),n=Hr(t,m,c),n!==null&&(tn(n,t,c),Ga(n,t,c))},enqueueForceUpdate:function(t,n){t=t._reactInternals;var a=en(),c=Ir(a);c.tag=2,n!=null&&(c.callback=n),n=Hr(t,c,a),n!==null&&(tn(n,t,a),Ga(n,t,a))}};function Dx(t,n,a,c,m,x,C){return t=t.stateNode,typeof t.shouldComponentUpdate=="function"?t.shouldComponentUpdate(c,x,C):n.prototype&&n.prototype.isPureReactComponent?!La(a,c)||!La(m,x):!0}function Ox(t,n,a,c){t=n.state,typeof n.componentWillReceiveProps=="function"&&n.componentWillReceiveProps(a,c),typeof n.UNSAFE_componentWillReceiveProps=="function"&&n.UNSAFE_componentWillReceiveProps(a,c),n.state!==t&&Ef.enqueueReplaceState(n,n.state,null)}function Do(t,n){var a=n;if("ref"in n){a={};for(var c in n)c!=="ref"&&(a[c]=n[c])}if(t=t.defaultProps){a===n&&(a=g({},a));for(var m in t)a[m]===void 0&&(a[m]=t[m])}return a}var Jl=typeof reportError=="function"?reportError:function(t){if(typeof window=="object"&&typeof window.ErrorEvent=="function"){var n=new window.ErrorEvent("error",{bubbles:!0,cancelable:!0,message:typeof t=="object"&&t!==null&&typeof t.message=="string"?String(t.message):String(t),error:t});if(!window.dispatchEvent(n))return}else if(typeof process=="object"&&typeof process.emit=="function"){process.emit("uncaughtException",t);return}console.error(t)};function zx(t){Jl(t)}function Lx(t){console.error(t)}function Ix(t){Jl(t)}function ec(t,n){try{var a=t.onUncaughtError;a(n.value,{componentStack:n.stack})}catch(c){setTimeout(function(){throw c})}}function Hx(t,n,a){try{var c=t.onCaughtError;c(a.value,{componentStack:a.stack,errorBoundary:n.tag===1?n.stateNode:null})}catch(m){setTimeout(function(){throw m})}}function jf(t,n,a){return a=Ir(a),a.tag=3,a.payload={element:null},a.callback=function(){ec(t,n)},a}function Bx(t){return t=Ir(t),t.tag=3,t}function Ux(t,n,a,c){var m=a.type.getDerivedStateFromError;if(typeof m=="function"){var x=c.value;t.payload=function(){return m(x)},t.callback=function(){Hx(n,a,c)}}var C=a.stateNode;C!==null&&typeof C.componentDidCatch=="function"&&(t.callback=function(){Hx(n,a,c),typeof m!="function"&&(Xr===null?Xr=new Set([this]):Xr.add(this));var R=c.stack;this.componentDidCatch(c.value,{componentStack:R!==null?R:""})})}function H_(t,n,a,c,m){if(a.flags|=32768,c!==null&&typeof c=="object"&&typeof c.then=="function"){if(n=a.alternate,n!==null&&Pa(n,a,m,!0),a=mn.current,a!==null){switch(a.tag){case 13:return On===null?Kf():a.alternate===null&&mt===0&&(mt=3),a.flags&=-257,a.flags|=65536,a.lanes=m,c===ef?a.flags|=16384:(n=a.updateQueue,n===null?a.updateQueue=new Set([c]):n.add(c),Qf(t,c,m)),!1;case 22:return a.flags|=65536,c===ef?a.flags|=16384:(n=a.updateQueue,n===null?(n={transitions:null,markerInstances:null,retryQueue:new Set([c])},a.updateQueue=n):(a=n.retryQueue,a===null?n.retryQueue=new Set([c]):a.add(c)),Qf(t,c,m)),!1}throw Error(s(435,a.tag))}return Qf(t,c,m),Kf(),!1}if(We)return n=mn.current,n!==null?((n.flags&65536)===0&&(n.flags|=256),n.flags|=65536,n.lanes=m,c!==Xd&&(t=Error(s(422),{cause:c}),Ua(cn(t,a)))):(c!==Xd&&(n=Error(s(423),{cause:c}),Ua(cn(n,a))),t=t.current.alternate,t.flags|=65536,m&=-m,t.lanes|=m,c=cn(c,a),m=jf(t.stateNode,c,m),rf(t,m),mt!==4&&(mt=2)),!1;var x=Error(s(520),{cause:c});if(x=cn(x,a),ii===null?ii=[x]:ii.push(x),mt!==4&&(mt=2),n===null)return!0;c=cn(c,a),a=n;do{switch(a.tag){case 3:return a.flags|=65536,t=m&-m,a.lanes|=t,t=jf(a.stateNode,c,t),rf(a,t),!1;case 1:if(n=a.type,x=a.stateNode,(a.flags&128)===0&&(typeof n.getDerivedStateFromError=="function"||x!==null&&typeof x.componentDidCatch=="function"&&(Xr===null||!Xr.has(x))))return a.flags|=65536,m&=-m,a.lanes|=m,m=Bx(m),Ux(m,t,a,c),rf(a,m),!1}a=a.return}while(a!==null);return!1}var Px=Error(s(461)),Et=!1;function kt(t,n,a,c){n.child=t===null?Tx(n,null,a,c):Cs(n,t.child,a,c)}function $x(t,n,a,c,m){a=a.render;var x=n.ref;if("ref"in c){var C={};for(var R in c)R!=="ref"&&(C[R]=c[R])}else C=c;return Mo(n),c=cf(t,n,a,C,x,m),R=uf(),t!==null&&!Et?(df(t,n,m),dr(t,n,m)):(We&&R&&Yd(n),n.flags|=1,kt(t,n,c,m),n.child)}function Vx(t,n,a,c,m){if(t===null){var x=a.type;return typeof x=="function"&&!$d(x)&&x.defaultProps===void 0&&a.compare===null?(n.tag=15,n.type=x,qx(t,n,x,c,m)):(t=Dl(a.type,null,c,n,n.mode,m),t.ref=n.ref,t.return=n,n.child=t)}if(x=t.child,!Of(t,m)){var C=x.memoizedProps;if(a=a.compare,a=a!==null?a:La,a(C,c)&&t.ref===n.ref)return dr(t,n,m)}return n.flags|=1,t=or(x,c),t.ref=n.ref,t.return=n,n.child=t}function qx(t,n,a,c,m){if(t!==null){var x=t.memoizedProps;if(La(x,c)&&t.ref===n.ref)if(Et=!1,n.pendingProps=c=x,Of(t,m))(t.flags&131072)!==0&&(Et=!0);else return n.lanes=t.lanes,dr(t,n,m)}return Cf(t,n,a,c,m)}function Yx(t,n,a){var c=n.pendingProps,m=c.children,x=t!==null?t.memoizedState:null;if(c.mode==="hidden"){if((n.flags&128)!==0){if(c=x!==null?x.baseLanes|a:a,t!==null){for(m=n.child=t.child,x=0;m!==null;)x=x|m.lanes|m.childLanes,m=m.sibling;n.childLanes=x&~c}else n.childLanes=0,n.child=null;return Gx(t,n,c,a)}if((a&536870912)!==0)n.memoizedState={baseLanes:0,cachePool:null},t!==null&&Hl(n,x!==null?x.cachePool:null),x!==null?qg(n,x):sf(),Rx(n);else return n.lanes=n.childLanes=536870912,Gx(t,n,x!==null?x.baseLanes|a:a,a)}else x!==null?(Hl(n,x.cachePool),qg(n,x),Pr(),n.memoizedState=null):(t!==null&&Hl(n,null),sf(),Pr());return kt(t,n,m,a),n.child}function Gx(t,n,a,c){var m=Jd();return m=m===null?null:{parent:wt._currentValue,pool:m},n.memoizedState={baseLanes:a,cachePool:m},t!==null&&Hl(n,null),sf(),Rx(n),t!==null&&Pa(t,n,c,!0),null}function tc(t,n){var a=n.ref;if(a===null)t!==null&&t.ref!==null&&(n.flags|=4194816);else{if(typeof a!="function"&&typeof a!="object")throw Error(s(284));(t===null||t.ref!==a)&&(n.flags|=4194816)}}function Cf(t,n,a,c,m){return Mo(n),a=cf(t,n,a,c,void 0,m),c=uf(),t!==null&&!Et?(df(t,n,m),dr(t,n,m)):(We&&c&&Yd(n),n.flags|=1,kt(t,n,a,m),n.child)}function Xx(t,n,a,c,m,x){return Mo(n),n.updateQueue=null,a=Gg(n,c,a,m),Yg(t),c=uf(),t!==null&&!Et?(df(t,n,x),dr(t,n,x)):(We&&c&&Yd(n),n.flags|=1,kt(t,n,a,x),n.child)}function Fx(t,n,a,c,m){if(Mo(n),n.stateNode===null){var x=xs,C=a.contextType;typeof C=="object"&&C!==null&&(x=zt(C)),x=new a(c,x),n.memoizedState=x.state!==null&&x.state!==void 0?x.state:null,x.updater=Ef,n.stateNode=x,x._reactInternals=n,x=n.stateNode,x.props=c,x.state=n.memoizedState,x.refs={},tf(n),C=a.contextType,x.context=typeof C=="object"&&C!==null?zt(C):xs,x.state=n.memoizedState,C=a.getDerivedStateFromProps,typeof C=="function"&&(_f(n,a,C,c),x.state=n.memoizedState),typeof a.getDerivedStateFromProps=="function"||typeof x.getSnapshotBeforeUpdate=="function"||typeof x.UNSAFE_componentWillMount!="function"&&typeof x.componentWillMount!="function"||(C=x.state,typeof x.componentWillMount=="function"&&x.componentWillMount(),typeof x.UNSAFE_componentWillMount=="function"&&x.UNSAFE_componentWillMount(),C!==x.state&&Ef.enqueueReplaceState(x,x.state,null),Fa(n,c,x,m),Xa(),x.state=n.memoizedState),typeof x.componentDidMount=="function"&&(n.flags|=4194308),c=!0}else if(t===null){x=n.stateNode;var R=n.memoizedProps,$=Do(a,R);x.props=$;var J=x.context,ie=a.contextType;C=xs,typeof ie=="object"&&ie!==null&&(C=zt(ie));var me=a.getDerivedStateFromProps;ie=typeof me=="function"||typeof x.getSnapshotBeforeUpdate=="function",R=n.pendingProps!==R,ie||typeof x.UNSAFE_componentWillReceiveProps!="function"&&typeof x.componentWillReceiveProps!="function"||(R||J!==C)&&Ox(n,x,c,C),Lr=!1;var ne=n.memoizedState;x.state=ne,Fa(n,c,x,m),Xa(),J=n.memoizedState,R||ne!==J||Lr?(typeof me=="function"&&(_f(n,a,me,c),J=n.memoizedState),($=Lr||Dx(n,a,$,c,ne,J,C))?(ie||typeof x.UNSAFE_componentWillMount!="function"&&typeof x.componentWillMount!="function"||(typeof x.componentWillMount=="function"&&x.componentWillMount(),typeof x.UNSAFE_componentWillMount=="function"&&x.UNSAFE_componentWillMount()),typeof x.componentDidMount=="function"&&(n.flags|=4194308)):(typeof x.componentDidMount=="function"&&(n.flags|=4194308),n.memoizedProps=c,n.memoizedState=J),x.props=c,x.state=J,x.context=C,c=$):(typeof x.componentDidMount=="function"&&(n.flags|=4194308),c=!1)}else{x=n.stateNode,nf(t,n),C=n.memoizedProps,ie=Do(a,C),x.props=ie,me=n.pendingProps,ne=x.context,J=a.contextType,$=xs,typeof J=="object"&&J!==null&&($=zt(J)),R=a.getDerivedStateFromProps,(J=typeof R=="function"||typeof x.getSnapshotBeforeUpdate=="function")||typeof x.UNSAFE_componentWillReceiveProps!="function"&&typeof x.componentWillReceiveProps!="function"||(C!==me||ne!==$)&&Ox(n,x,c,$),Lr=!1,ne=n.memoizedState,x.state=ne,Fa(n,c,x,m),Xa();var oe=n.memoizedState;C!==me||ne!==oe||Lr||t!==null&&t.dependencies!==null&&Ll(t.dependencies)?(typeof R=="function"&&(_f(n,a,R,c),oe=n.memoizedState),(ie=Lr||Dx(n,a,ie,c,ne,oe,$)||t!==null&&t.dependencies!==null&&Ll(t.dependencies))?(J||typeof x.UNSAFE_componentWillUpdate!="function"&&typeof x.componentWillUpdate!="function"||(typeof x.componentWillUpdate=="function"&&x.componentWillUpdate(c,oe,$),typeof x.UNSAFE_componentWillUpdate=="function"&&x.UNSAFE_componentWillUpdate(c,oe,$)),typeof x.componentDidUpdate=="function"&&(n.flags|=4),typeof x.getSnapshotBeforeUpdate=="function"&&(n.flags|=1024)):(typeof x.componentDidUpdate!="function"||C===t.memoizedProps&&ne===t.memoizedState||(n.flags|=4),typeof x.getSnapshotBeforeUpdate!="function"||C===t.memoizedProps&&ne===t.memoizedState||(n.flags|=1024),n.memoizedProps=c,n.memoizedState=oe),x.props=c,x.state=oe,x.context=$,c=ie):(typeof x.componentDidUpdate!="function"||C===t.memoizedProps&&ne===t.memoizedState||(n.flags|=4),typeof x.getSnapshotBeforeUpdate!="function"||C===t.memoizedProps&&ne===t.memoizedState||(n.flags|=1024),c=!1)}return x=c,tc(t,n),c=(n.flags&128)!==0,x||c?(x=n.stateNode,a=c&&typeof a.getDerivedStateFromError!="function"?null:x.render(),n.flags|=1,t!==null&&c?(n.child=Cs(n,t.child,null,m),n.child=Cs(n,null,a,m)):kt(t,n,a,m),n.memoizedState=x.state,t=n.child):t=dr(t,n,m),t}function Zx(t,n,a,c){return Ba(),n.flags|=256,kt(t,n,a,c),n.child}var kf={dehydrated:null,treeContext:null,retryLane:0,hydrationErrors:null};function Af(t){return{baseLanes:t,cachePool:Lg()}}function Mf(t,n,a){return t=t!==null?t.childLanes&~a:0,n&&(t|=hn),t}function Kx(t,n,a){var c=n.pendingProps,m=!1,x=(n.flags&128)!==0,C;if((C=x)||(C=t!==null&&t.memoizedState===null?!1:(Nt.current&2)!==0),C&&(m=!0,n.flags&=-129),C=(n.flags&32)!==0,n.flags&=-33,t===null){if(We){if(m?Ur(n):Pr(),We){var R=ft,$;if($=R){e:{for($=R,R=Dn;$.nodeType!==8;){if(!R){R=null;break e}if($=wn($.nextSibling),$===null){R=null;break e}}R=$}R!==null?(n.memoizedState={dehydrated:R,treeContext:Eo!==null?{id:sr,overflow:ar}:null,retryLane:536870912,hydrationErrors:null},$=Kt(18,null,null,0),$.stateNode=R,$.return=n,n.child=$,It=n,ft=null,$=!0):$=!1}$||ko(n)}if(R=n.memoizedState,R!==null&&(R=R.dehydrated,R!==null))return mm(R)?n.lanes=32:n.lanes=536870912,null;ur(n)}return R=c.children,c=c.fallback,m?(Pr(),m=n.mode,R=nc({mode:"hidden",children:R},m),c=_o(c,m,a,null),R.return=n,c.return=n,R.sibling=c,n.child=R,m=n.child,m.memoizedState=Af(a),m.childLanes=Mf(t,C,a),n.memoizedState=kf,c):(Ur(n),Tf(n,R))}if($=t.memoizedState,$!==null&&(R=$.dehydrated,R!==null)){if(x)n.flags&256?(Ur(n),n.flags&=-257,n=Rf(t,n,a)):n.memoizedState!==null?(Pr(),n.child=t.child,n.flags|=128,n=null):(Pr(),m=c.fallback,R=n.mode,c=nc({mode:"visible",children:c.children},R),m=_o(m,R,a,null),m.flags|=2,c.return=n,m.return=n,c.sibling=m,n.child=c,Cs(n,t.child,null,a),c=n.child,c.memoizedState=Af(a),c.childLanes=Mf(t,C,a),n.memoizedState=kf,n=m);else if(Ur(n),mm(R)){if(C=R.nextSibling&&R.nextSibling.dataset,C)var J=C.dgst;C=J,c=Error(s(419)),c.stack="",c.digest=C,Ua({value:c,source:null,stack:null}),n=Rf(t,n,a)}else if(Et||Pa(t,n,a,!1),C=(a&t.childLanes)!==0,Et||C){if(C=at,C!==null&&(c=a&-a,c=(c&42)!==0?1:ya(c),c=(c&(C.suspendedLanes|a))!==0?0:c,c!==0&&c!==$.retryLane))throw $.retryLane=c,gs(t,c),tn(C,t,c),Px;R.data==="$?"||Kf(),n=Rf(t,n,a)}else R.data==="$?"?(n.flags|=192,n.child=t.child,n=null):(t=$.treeContext,ft=wn(R.nextSibling),It=n,We=!0,Co=null,Dn=!1,t!==null&&(dn[fn++]=sr,dn[fn++]=ar,dn[fn++]=Eo,sr=t.id,ar=t.overflow,Eo=n),n=Tf(n,c.children),n.flags|=4096);return n}return m?(Pr(),m=c.fallback,R=n.mode,$=t.child,J=$.sibling,c=or($,{mode:"hidden",children:c.children}),c.subtreeFlags=$.subtreeFlags&65011712,J!==null?m=or(J,m):(m=_o(m,R,a,null),m.flags|=2),m.return=n,c.return=n,c.sibling=m,n.child=c,c=m,m=n.child,R=t.child.memoizedState,R===null?R=Af(a):($=R.cachePool,$!==null?(J=wt._currentValue,$=$.parent!==J?{parent:J,pool:J}:$):$=Lg(),R={baseLanes:R.baseLanes|a,cachePool:$}),m.memoizedState=R,m.childLanes=Mf(t,C,a),n.memoizedState=kf,c):(Ur(n),a=t.child,t=a.sibling,a=or(a,{mode:"visible",children:c.children}),a.return=n,a.sibling=null,t!==null&&(C=n.deletions,C===null?(n.deletions=[t],n.flags|=16):C.push(t)),n.child=a,n.memoizedState=null,a)}function Tf(t,n){return n=nc({mode:"visible",children:n},t.mode),n.return=t,t.child=n}function nc(t,n){return t=Kt(22,t,null,n),t.lanes=0,t.stateNode={_visibility:1,_pendingMarkers:null,_retryCache:null,_transitions:null},t}function Rf(t,n,a){return Cs(n,t.child,null,a),t=Tf(n,n.pendingProps.children),t.flags|=2,n.memoizedState=null,t}function Wx(t,n,a){t.lanes|=n;var c=t.alternate;c!==null&&(c.lanes|=n),Zd(t.return,n,a)}function Df(t,n,a,c,m){var x=t.memoizedState;x===null?t.memoizedState={isBackwards:n,rendering:null,renderingStartTime:0,last:c,tail:a,tailMode:m}:(x.isBackwards=n,x.rendering=null,x.renderingStartTime=0,x.last=c,x.tail=a,x.tailMode=m)}function Qx(t,n,a){var c=n.pendingProps,m=c.revealOrder,x=c.tail;if(kt(t,n,c.children,a),c=Nt.current,(c&2)!==0)c=c&1|2,n.flags|=128;else{if(t!==null&&(t.flags&128)!==0)e:for(t=n.child;t!==null;){if(t.tag===13)t.memoizedState!==null&&Wx(t,a,n);else if(t.tag===19)Wx(t,a,n);else if(t.child!==null){t.child.return=t,t=t.child;continue}if(t===n)break e;for(;t.sibling===null;){if(t.return===null||t.return===n)break e;t=t.return}t.sibling.return=t.return,t=t.sibling}c&=1}switch(ee(Nt,c),m){case"forwards":for(a=n.child,m=null;a!==null;)t=a.alternate,t!==null&&Ql(t)===null&&(m=a),a=a.sibling;a=m,a===null?(m=n.child,n.child=null):(m=a.sibling,a.sibling=null),Df(n,!1,m,a,x);break;case"backwards":for(a=null,m=n.child,n.child=null;m!==null;){if(t=m.alternate,t!==null&&Ql(t)===null){n.child=m;break}t=m.sibling,m.sibling=a,a=m,m=t}Df(n,!0,a,null,x);break;case"together":Df(n,!1,null,null,void 0);break;default:n.memoizedState=null}return n.child}function dr(t,n,a){if(t!==null&&(n.dependencies=t.dependencies),Gr|=n.lanes,(a&n.childLanes)===0)if(t!==null){if(Pa(t,n,a,!1),(a&n.childLanes)===0)return null}else return null;if(t!==null&&n.child!==t.child)throw Error(s(153));if(n.child!==null){for(t=n.child,a=or(t,t.pendingProps),n.child=a,a.return=n;t.sibling!==null;)t=t.sibling,a=a.sibling=or(t,t.pendingProps),a.return=n;a.sibling=null}return n.child}function Of(t,n){return(t.lanes&n)!==0?!0:(t=t.dependencies,!!(t!==null&&Ll(t)))}function B_(t,n,a){switch(n.tag){case 3:ae(n,n.stateNode.containerInfo),zr(n,wt,t.memoizedState.cache),Ba();break;case 27:case 5:le(n);break;case 4:ae(n,n.stateNode.containerInfo);break;case 10:zr(n,n.type,n.memoizedProps.value);break;case 13:var c=n.memoizedState;if(c!==null)return c.dehydrated!==null?(Ur(n),n.flags|=128,null):(a&n.child.childLanes)!==0?Kx(t,n,a):(Ur(n),t=dr(t,n,a),t!==null?t.sibling:null);Ur(n);break;case 19:var m=(t.flags&128)!==0;if(c=(a&n.childLanes)!==0,c||(Pa(t,n,a,!1),c=(a&n.childLanes)!==0),m){if(c)return Qx(t,n,a);n.flags|=128}if(m=n.memoizedState,m!==null&&(m.rendering=null,m.tail=null,m.lastEffect=null),ee(Nt,Nt.current),c)break;return null;case 22:case 23:return n.lanes=0,Yx(t,n,a);case 24:zr(n,wt,t.memoizedState.cache)}return dr(t,n,a)}function Jx(t,n,a){if(t!==null)if(t.memoizedProps!==n.pendingProps)Et=!0;else{if(!Of(t,a)&&(n.flags&128)===0)return Et=!1,B_(t,n,a);Et=(t.flags&131072)!==0}else Et=!1,We&&(n.flags&1048576)!==0&&Ag(n,zl,n.index);switch(n.lanes=0,n.tag){case 16:e:{t=n.pendingProps;var c=n.elementType,m=c._init;if(c=m(c._payload),n.type=c,typeof c=="function")$d(c)?(t=Do(c,t),n.tag=1,n=Fx(null,n,c,t,a)):(n.tag=0,n=Cf(null,n,c,t,a));else{if(c!=null){if(m=c.$$typeof,m===A){n.tag=11,n=$x(null,n,c,t,a);break e}else if(m===H){n.tag=14,n=Vx(null,n,c,t,a);break e}}throw n=I(c)||c,Error(s(306,n,""))}}return n;case 0:return Cf(t,n,n.type,n.pendingProps,a);case 1:return c=n.type,m=Do(c,n.pendingProps),Fx(t,n,c,m,a);case 3:e:{if(ae(n,n.stateNode.containerInfo),t===null)throw Error(s(387));c=n.pendingProps;var x=n.memoizedState;m=x.element,nf(t,n),Fa(n,c,null,a);var C=n.memoizedState;if(c=C.cache,zr(n,wt,c),c!==x.cache&&Kd(n,[wt],a,!0),Xa(),c=C.element,x.isDehydrated)if(x={element:c,isDehydrated:!1,cache:C.cache},n.updateQueue.baseState=x,n.memoizedState=x,n.flags&256){n=Zx(t,n,c,a);break e}else if(c!==m){m=cn(Error(s(424)),n),Ua(m),n=Zx(t,n,c,a);break e}else{switch(t=n.stateNode.containerInfo,t.nodeType){case 9:t=t.body;break;default:t=t.nodeName==="HTML"?t.ownerDocument.body:t}for(ft=wn(t.firstChild),It=n,We=!0,Co=null,Dn=!0,a=Tx(n,null,c,a),n.child=a;a;)a.flags=a.flags&-3|4096,a=a.sibling}else{if(Ba(),c===m){n=dr(t,n,a);break e}kt(t,n,c,a)}n=n.child}return n;case 26:return tc(t,n),t===null?(a=rv(n.type,null,n.pendingProps,null))?n.memoizedState=a:We||(a=n.type,t=n.pendingProps,c=gc(fe.current).createElement(a),c[_t]=n,c[Ot]=t,Mt(c,a,t),xt(c),n.stateNode=c):n.memoizedState=rv(n.type,t.memoizedProps,n.pendingProps,t.memoizedState),null;case 27:return le(n),t===null&&We&&(c=n.stateNode=ev(n.type,n.pendingProps,fe.current),It=n,Dn=!0,m=ft,Kr(n.type)?(hm=m,ft=wn(c.firstChild)):ft=m),kt(t,n,n.pendingProps.children,a),tc(t,n),t===null&&(n.flags|=4194304),n.child;case 5:return t===null&&We&&((m=c=ft)&&(c=mE(c,n.type,n.pendingProps,Dn),c!==null?(n.stateNode=c,It=n,ft=wn(c.firstChild),Dn=!1,m=!0):m=!1),m||ko(n)),le(n),m=n.type,x=n.pendingProps,C=t!==null?t.memoizedProps:null,c=x.children,um(m,x)?c=null:C!==null&&um(m,C)&&(n.flags|=32),n.memoizedState!==null&&(m=cf(t,n,T_,null,null,a),gi._currentValue=m),tc(t,n),kt(t,n,c,a),n.child;case 6:return t===null&&We&&((t=a=ft)&&(a=hE(a,n.pendingProps,Dn),a!==null?(n.stateNode=a,It=n,ft=null,t=!0):t=!1),t||ko(n)),null;case 13:return Kx(t,n,a);case 4:return ae(n,n.stateNode.containerInfo),c=n.pendingProps,t===null?n.child=Cs(n,null,c,a):kt(t,n,c,a),n.child;case 11:return $x(t,n,n.type,n.pendingProps,a);case 7:return kt(t,n,n.pendingProps,a),n.child;case 8:return kt(t,n,n.pendingProps.children,a),n.child;case 12:return kt(t,n,n.pendingProps.children,a),n.child;case 10:return c=n.pendingProps,zr(n,n.type,c.value),kt(t,n,c.children,a),n.child;case 9:return m=n.type._context,c=n.pendingProps.children,Mo(n),m=zt(m),c=c(m),n.flags|=1,kt(t,n,c,a),n.child;case 14:return Vx(t,n,n.type,n.pendingProps,a);case 15:return qx(t,n,n.type,n.pendingProps,a);case 19:return Qx(t,n,a);case 31:return c=n.pendingProps,a=n.mode,c={mode:c.mode,children:c.children},t===null?(a=nc(c,a),a.ref=n.ref,n.child=a,a.return=n,n=a):(a=or(t.child,c),a.ref=n.ref,n.child=a,a.return=n,n=a),n;case 22:return Yx(t,n,a);case 24:return Mo(n),c=zt(wt),t===null?(m=Jd(),m===null&&(m=at,x=Wd(),m.pooledCache=x,x.refCount++,x!==null&&(m.pooledCacheLanes|=a),m=x),n.memoizedState={parent:c,cache:m},tf(n),zr(n,wt,m)):((t.lanes&a)!==0&&(nf(t,n),Fa(n,null,null,a),Xa()),m=t.memoizedState,x=n.memoizedState,m.parent!==c?(m={parent:c,cache:c},n.memoizedState=m,n.lanes===0&&(n.memoizedState=n.updateQueue.baseState=m),zr(n,wt,c)):(c=x.cache,zr(n,wt,c),c!==m.cache&&Kd(n,[wt],a,!0))),kt(t,n,n.pendingProps.children,a),n.child;case 29:throw n.pendingProps}throw Error(s(156,n.tag))}function fr(t){t.flags|=4}function e0(t,n){if(n.type!=="stylesheet"||(n.state.loading&4)!==0)t.flags&=-16777217;else if(t.flags|=16777216,!lv(n)){if(n=mn.current,n!==null&&((Ge&4194048)===Ge?On!==null:(Ge&62914560)!==Ge&&(Ge&536870912)===0||n!==On))throw Ya=ef,Ig;t.flags|=8192}}function rc(t,n){n!==null&&(t.flags|=4),t.flags&16384&&(n=t.tag!==22?fl():536870912,t.lanes|=n,Ts|=n)}function ti(t,n){if(!We)switch(t.tailMode){case"hidden":n=t.tail;for(var a=null;n!==null;)n.alternate!==null&&(a=n),n=n.sibling;a===null?t.tail=null:a.sibling=null;break;case"collapsed":a=t.tail;for(var c=null;a!==null;)a.alternate!==null&&(c=a),a=a.sibling;c===null?n||t.tail===null?t.tail=null:t.tail.sibling=null:c.sibling=null}}function ut(t){var n=t.alternate!==null&&t.alternate.child===t.child,a=0,c=0;if(n)for(var m=t.child;m!==null;)a|=m.lanes|m.childLanes,c|=m.subtreeFlags&65011712,c|=m.flags&65011712,m.return=t,m=m.sibling;else for(m=t.child;m!==null;)a|=m.lanes|m.childLanes,c|=m.subtreeFlags,c|=m.flags,m.return=t,m=m.sibling;return t.subtreeFlags|=c,t.childLanes=a,n}function U_(t,n,a){var c=n.pendingProps;switch(Gd(n),n.tag){case 31:case 16:case 15:case 0:case 11:case 7:case 8:case 12:case 9:case 14:return ut(n),null;case 1:return ut(n),null;case 3:return a=n.stateNode,c=null,t!==null&&(c=t.memoizedState.cache),n.memoizedState.cache!==c&&(n.flags|=2048),lr(wt),xe(),a.pendingContext&&(a.context=a.pendingContext,a.pendingContext=null),(t===null||t.child===null)&&(Ha(n)?fr(n):t===null||t.memoizedState.isDehydrated&&(n.flags&256)===0||(n.flags|=1024,Rg())),ut(n),null;case 26:return a=n.memoizedState,t===null?(fr(n),a!==null?(ut(n),e0(n,a)):(ut(n),n.flags&=-16777217)):a?a!==t.memoizedState?(fr(n),ut(n),e0(n,a)):(ut(n),n.flags&=-16777217):(t.memoizedProps!==c&&fr(n),ut(n),n.flags&=-16777217),null;case 27:ce(n),a=fe.current;var m=n.type;if(t!==null&&n.stateNode!=null)t.memoizedProps!==c&&fr(n);else{if(!c){if(n.stateNode===null)throw Error(s(166));return ut(n),null}t=se.current,Ha(n)?Mg(n):(t=ev(m,c,a),n.stateNode=t,fr(n))}return ut(n),null;case 5:if(ce(n),a=n.type,t!==null&&n.stateNode!=null)t.memoizedProps!==c&&fr(n);else{if(!c){if(n.stateNode===null)throw Error(s(166));return ut(n),null}if(t=se.current,Ha(n))Mg(n);else{switch(m=gc(fe.current),t){case 1:t=m.createElementNS("http://www.w3.org/2000/svg",a);break;case 2:t=m.createElementNS("http://www.w3.org/1998/Math/MathML",a);break;default:switch(a){case"svg":t=m.createElementNS("http://www.w3.org/2000/svg",a);break;case"math":t=m.createElementNS("http://www.w3.org/1998/Math/MathML",a);break;case"script":t=m.createElement("div"),t.innerHTML=" - + +
diff --git a/python/packages/devui/agent_framework_devui/ui/vite.svg b/python/packages/devui/agent_framework_devui/ui/vite.svg deleted file mode 100644 index e7b8dfb1b2a..00000000000 --- a/python/packages/devui/agent_framework_devui/ui/vite.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/python/packages/devui/frontend/index.html b/python/packages/devui/frontend/index.html index 5290b853ebf..e957a1547f1 100644 --- a/python/packages/devui/frontend/index.html +++ b/python/packages/devui/frontend/index.html @@ -2,12 +2,12 @@ - + Agent Framework Dev UI
- + diff --git a/python/packages/devui/frontend/public/vite.svg b/python/packages/devui/frontend/public/vite.svg deleted file mode 100644 index e7b8dfb1b2a..00000000000 --- a/python/packages/devui/frontend/public/vite.svg +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/python/packages/devui/frontend/src/components/features/agent/agent-view.tsx b/python/packages/devui/frontend/src/components/features/agent/agent-view.tsx index dc7f59ec62c..ea0941a5314 100644 --- a/python/packages/devui/frontend/src/components/features/agent/agent-view.tsx +++ b/python/packages/devui/frontend/src/components/features/agent/agent-view.tsx @@ -45,6 +45,7 @@ import type { ExtendedResponseStreamEvent, } from "@/types"; import { useDevUIStore } from "@/stores"; +import { loadStreamingState } from "@/services/streaming-state"; type DebugEventHandler = (event: ExtendedResponseStreamEvent | "clear") => void; @@ -229,7 +230,6 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { const scrollAreaRef = useRef(null); const messagesEndRef = useRef(null); - const accumulatedText = useRef(""); const textareaRef = useRef(null); const currentMessageUsage = useRef<{ total_tokens: number; @@ -237,6 +237,7 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { output_tokens: number; } | null>(null); const userJustSentMessage = useRef(false); + const accumulatedTextRef = useRef(""); // Auto-scroll to bottom when new items arrive useEffect(() => { @@ -281,33 +282,270 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { // Load conversations when agent changes useEffect(() => { + // Resume streaming after page refresh + const resumeStreaming = async ( + assistantMessage: import("@/types/openai").ConversationMessage, + conversation: Conversation, + agent: AgentInfo + ) => { + // Load the stored state to get the response ID + const storedState = loadStreamingState(conversation.id); + if (!storedState || !storedState.responseId) { + setIsStreaming(false); + return; + } + + try { + // Use the stored responseId to resume the stream via GET /v1/responses/{responseId} + const openAIRequest: import("@/types/agent-framework").AgentFrameworkRequest = { + model: agent.id, + input: [], // Not needed for resume (using GET) + stream: true, + conversation: conversation.id, + }; + + // Pass the response ID explicitly to trigger GET request + const streamGenerator = apiClient.streamAgentExecutionOpenAIDirect( + agent.id, + openAIRequest, + conversation.id, + storedState.responseId // Pass response ID for resume + ); + + for await (const openAIEvent of streamGenerator) { + // Pass all events to debug panel + onDebugEvent(openAIEvent); + + // Handle response.completed event + if (openAIEvent.type === "response.completed") { + const completedEvent = openAIEvent as import("@/types/openai").ResponseCompletedEvent; + const usage = completedEvent.response?.usage; + + if (usage) { + currentMessageUsage.current = { + input_tokens: usage.input_tokens, + output_tokens: usage.output_tokens, + total_tokens: usage.total_tokens, + }; + } + continue; + } + + // Handle response.failed event + if (openAIEvent.type === "response.failed") { + const failedEvent = openAIEvent as import("@/types/openai").ResponseFailedEvent; + const error = failedEvent.response?.error; + const errorMessage = error + ? typeof error === "object" && "message" in error + ? (error as any).message + : JSON.stringify(error) + : "Request failed"; + + const currentItems = useDevUIStore.getState().chatItems; + setChatItems(currentItems.map((item) => + item.id === assistantMessage.id && item.type === "message" + ? { + ...item, + content: [ + { + type: "text", + text: accumulatedTextRef.current || errorMessage, + } as import("@/types/openai").MessageTextContent, + ], + status: "incomplete" as const, + } + : item + )); + setIsStreaming(false); + return; + } + + // Handle function approval request events + if (openAIEvent.type === "response.function_approval.requested") { + const approvalEvent = openAIEvent as import("@/types/openai").ResponseFunctionApprovalRequestedEvent; + setPendingApprovals([ + ...useDevUIStore.getState().pendingApprovals, + { + request_id: approvalEvent.request_id, + function_call: approvalEvent.function_call, + }, + ]); + continue; + } + + // Handle function approval response events + if (openAIEvent.type === "response.function_approval.responded") { + const responseEvent = openAIEvent as import("@/types/openai").ResponseFunctionApprovalRespondedEvent; + setPendingApprovals( + useDevUIStore.getState().pendingApprovals.filter((a) => a.request_id !== responseEvent.request_id) + ); + continue; + } + + // Handle error events + if (openAIEvent.type === "error") { + const errorEvent = openAIEvent as ExtendedResponseStreamEvent & { message?: string }; + const errorMessage = errorEvent.message || "An error occurred"; + + const currentItems = useDevUIStore.getState().chatItems; + setChatItems(currentItems.map((item) => + item.id === assistantMessage.id && item.type === "message" + ? { + ...item, + content: [ + { + type: "text", + text: accumulatedTextRef.current || errorMessage, + } as import("@/types/openai").MessageTextContent, + ], + status: "incomplete" as const, + } + : item + )); + setIsStreaming(false); + return; + } + + // Handle text delta events + if ( + openAIEvent.type === "response.output_text.delta" && + "delta" in openAIEvent && + openAIEvent.delta + ) { + accumulatedTextRef.current += openAIEvent.delta; + + const currentItems = useDevUIStore.getState().chatItems; + setChatItems(currentItems.map((item) => + item.id === assistantMessage.id && item.type === "message" + ? { + ...item, + content: [ + { + type: "text", + text: accumulatedTextRef.current, + } as import("@/types/openai").MessageTextContent, + ], + status: "in_progress" as const, + } + : item + )); + } + } + + // Stream ended - mark as complete + const finalUsage = currentMessageUsage.current; + + const currentItems = useDevUIStore.getState().chatItems; + setChatItems(currentItems.map((item) => + item.id === assistantMessage.id && item.type === "message" + ? { + ...item, + status: "completed" as const, + usage: finalUsage || undefined, + } + : item + )); + setIsStreaming(false); + + if (finalUsage) { + updateConversationUsage(finalUsage.total_tokens); + } + + currentMessageUsage.current = null; + } catch (error) { + const currentItems = useDevUIStore.getState().chatItems; + setChatItems(currentItems.map((item) => + item.id === assistantMessage.id && item.type === "message" + ? { + ...item, + content: [ + { + type: "text", + text: `Error resuming stream: ${ + error instanceof Error ? error.message : "Unknown error" + }`, + } as import("@/types/openai").MessageTextContent, + ], + status: "incomplete" as const, + } + : item + )); + setIsStreaming(false); + } + }; + const loadConversations = async () => { if (!selectedAgent) return; setLoadingConversations(true); try { - // Step 1: Try to list conversations from backend (DevUI extension) - // This works with DevUI backend but fails with OpenAI/Azure (they don't have list endpoint) + // Step 1: Always try to list conversations from backend first + // This ensures we get the latest data from the server try { const { data: conversations } = await apiClient.listConversations( selectedAgent.id ); + // Backend successfully returned conversations list + setAvailableConversations(conversations); + if (conversations.length > 0) { // Found conversations on backend - use most recent const mostRecent = conversations[0]; - setAvailableConversations(conversations); setCurrentConversation(mostRecent); // Load conversation items from backend try { - const { data: items } = await apiClient.listConversationItems( - mostRecent.id - ); + // Load all conversation items with pagination + let allItems: unknown[] = []; + let hasMore = true; + let after: string | undefined = undefined; + + while (hasMore) { + const result = await apiClient.listConversationItems( + mostRecent.id, + { order: "asc", after } // Load in chronological order (oldest first) + ); + allItems = allItems.concat(result.data); + hasMore = result.has_more; + + // Get the last item's ID for pagination + if (hasMore && result.data.length > 0) { + const lastItem = result.data[result.data.length - 1] as { id?: string }; + after = lastItem.id; + } + } // Use OpenAI ConversationItems directly (no conversion!) - setChatItems(items as import("@/types/openai").ConversationItem[]); + setChatItems(allItems as import("@/types/openai").ConversationItem[]); setIsStreaming(false); + + // Check for incomplete stream and resume if needed + const state = loadStreamingState(mostRecent.id); + + if (state && !state.completed) { + accumulatedTextRef.current = state.accumulatedText || ""; + // Add assistant message with resumed text + const assistantMsg: import("@/types/openai").ConversationMessage = { + id: state.lastMessageId || `assistant-${Date.now()}`, + type: "message", + role: "assistant", + content: state.accumulatedText ? [{ type: "text", text: state.accumulatedText }] : [], + status: "in_progress", + }; + setChatItems([...allItems as import("@/types/openai").ConversationItem[], assistantMsg]); + setIsStreaming(true); + + // Resume streaming from where we left off + setTimeout(() => { + resumeStreaming(assistantMsg, mostRecent, selectedAgent); + }, 100); + } + + // Scroll to bottom after loading conversation + setTimeout(() => { + messagesEndRef.current?.scrollIntoView({ behavior: "smooth" }); + }, 100); } catch { // 404 means conversation exists but has no items yet (newly created) // This is normal - just start with empty chat @@ -316,11 +554,6 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { setIsStreaming(false); } - // Cache to localStorage for faster future loads - localStorage.setItem( - `devui_convs_${selectedAgent.id}`, - JSON.stringify(conversations) - ); return; } } catch { @@ -371,9 +604,6 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { setAvailableConversations([newConversation]); setChatItems([]); setIsStreaming(false); - - // Save to localStorage - localStorage.setItem(cachedKey, JSON.stringify([newConversation])); } catch { setAvailableConversations([]); setChatItems([]); @@ -387,10 +617,12 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { setChatItems([]); setIsStreaming(false); setCurrentConversation(undefined); - accumulatedText.current = ""; + accumulatedTextRef.current = ""; loadConversations(); - }, [selectedAgent, setLoadingConversations, setAvailableConversations, setCurrentConversation, setChatItems, setIsStreaming]); + // currentConversation is intentionally excluded - this effect should only run when agent changes + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [selectedAgent, onDebugEvent, setChatItems, setIsStreaming, setLoadingConversations, setAvailableConversations, setCurrentConversation, setPendingApprovals, updateConversationUsage]); // Handle file uploads const handleFilesSelected = async (files: File[]) => { @@ -626,16 +858,11 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { setIsStreaming(false); // Reset conversation usage by setting it to initial state useDevUIStore.setState({ conversationUsage: { total_tokens: 0, message_count: 0 } }); - accumulatedText.current = ""; - - // Update localStorage cache with new conversation - const cachedKey = `devui_convs_${selectedAgent.id}`; - const updated = [newConversation, ...availableConversations]; - localStorage.setItem(cachedKey, JSON.stringify(updated)); + accumulatedTextRef.current = ""; } catch { // Failed to create conversation } - }, [selectedAgent, availableConversations, setCurrentConversation, setAvailableConversations, setChatItems, setIsStreaming]); + }, [selectedAgent, setCurrentConversation, setAvailableConversations, setChatItems, setIsStreaming]); // Handle conversation deletion const handleDeleteConversation = useCallback( @@ -660,15 +887,6 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { ); setAvailableConversations(updatedConversations); - // Update localStorage cache - if (selectedAgent) { - const cachedKey = `devui_convs_${selectedAgent.id}`; - localStorage.setItem( - cachedKey, - JSON.stringify(updatedConversations) - ); - } - // If deleted conversation was selected, switch to another conversation or clear chat if (currentConversation?.id === conversationId) { if (updatedConversations.length > 0) { @@ -683,7 +901,7 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { setChatItems([]); setIsStreaming(false); useDevUIStore.setState({ conversationUsage: { total_tokens: 0, message_count: 0 } }); - accumulatedText.current = ""; + accumulatedTextRef.current = ""; } } @@ -694,7 +912,7 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { alert("Failed to delete conversation. Please try again."); } }, - [availableConversations, currentConversation, selectedAgent, onDebugEvent, setAvailableConversations, setCurrentConversation, setChatItems, setIsStreaming] + [availableConversations, currentConversation, onDebugEvent, setAvailableConversations, setCurrentConversation, setChatItems, setIsStreaming] ); // Handle conversation selection @@ -711,11 +929,28 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { onDebugEvent("clear"); try { - // Load conversation history from backend - const result = await apiClient.listConversationItems(conversationId); + // Load conversation history from backend with pagination + let allItems: unknown[] = []; + let hasMore = true; + let after: string | undefined = undefined; + + while (hasMore) { + const result = await apiClient.listConversationItems(conversationId, { + order: "asc", // Load in chronological order (oldest first) + after, + }); + allItems = allItems.concat(result.data); + hasMore = result.has_more; + + // Get the last item's ID for pagination + if (hasMore && result.data.length > 0) { + const lastItem = result.data[result.data.length - 1] as { id?: string }; + after = lastItem.id; + } + } // Use OpenAI ConversationItems directly (no conversion!) - const items = result.data as import("@/types/openai").ConversationItem[]; + const items = allItems as import("@/types/openai").ConversationItem[]; setChatItems(items); setIsStreaming(false); @@ -727,6 +962,27 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { message_count: items.length, } }); + + // Check for incomplete stream and restore accumulated text + const state = loadStreamingState(conversationId); + if (state?.accumulatedText) { + accumulatedTextRef.current = state.accumulatedText; + // Add assistant message with resumed text - streaming will continue automatically + const assistantMsg: import("@/types/openai").ConversationMessage = { + id: `assistant-${Date.now()}`, + type: "message", + role: "assistant", + content: [{ type: "output_text", text: state.accumulatedText }], + status: "in_progress", + }; + setChatItems([...items, assistantMsg]); + setIsStreaming(true); + } + + // Scroll to bottom after loading conversation + setTimeout(() => { + messagesEndRef.current?.scrollIntoView({ behavior: "smooth" }); + }, 100); } catch { // 404 means conversation doesn't exist or has no items yet // This can happen if server restarted (in-memory store cleared) @@ -736,7 +992,7 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { useDevUIStore.setState({ conversationUsage: { total_tokens: 0, message_count: 0 } }); } - accumulatedText.current = ""; + accumulatedTextRef.current = ""; }, [availableConversations, onDebugEvent, setCurrentConversation, setChatItems, setIsStreaming] ); @@ -851,13 +1107,18 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { } } + // Clear any previous streaming state for this conversation before starting new message + if (conversationToUse?.id) { + apiClient.clearStreamingState(conversationToUse.id); + } + const apiRequest = { input: request.input, conversation_id: conversationToUse?.id, }; // Clear text accumulator for new response - accumulatedText.current = ""; + accumulatedTextRef.current = ""; // Use OpenAI-compatible API streaming - direct event handling const streamGenerator = apiClient.streamAgentExecutionOpenAI( @@ -884,6 +1145,35 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { continue; // Continue processing other events } + // Handle response.failed event + if (openAIEvent.type === "response.failed") { + const failedEvent = openAIEvent as import("@/types/openai").ResponseFailedEvent; + const error = failedEvent.response?.error; + const errorMessage = error + ? typeof error === "object" && "message" in error + ? (error as any).message + : JSON.stringify(error) + : "Request failed"; + + const currentItems = useDevUIStore.getState().chatItems; + setChatItems(currentItems.map((item) => + item.id === assistantMessage.id && item.type === "message" + ? { + ...item, + content: [ + { + type: "text", + text: accumulatedTextRef.current || errorMessage, + } as import("@/types/openai").MessageTextContent, + ], + status: "incomplete" as const, + } + : item + )); + setIsStreaming(false); + return; + } + // Handle function approval request events if (openAIEvent.type === "response.function_approval.requested") { const approvalEvent = openAIEvent as import("@/types/openai").ResponseFunctionApprovalRequestedEvent; @@ -943,7 +1233,7 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { "delta" in openAIEvent && openAIEvent.delta ) { - accumulatedText.current += openAIEvent.delta; + accumulatedTextRef.current += openAIEvent.delta; // Update assistant message with accumulated content const currentItems = useDevUIStore.getState().chatItems; @@ -954,7 +1244,7 @@ export function AgentView({ selectedAgent, onDebugEvent }: AgentViewProps) { content: [ { type: "text", - text: accumulatedText.current, + text: accumulatedTextRef.current, } as import("@/types/openai").MessageTextContent, ], status: "in_progress" as const, diff --git a/python/packages/devui/frontend/src/components/features/agent/message-renderers/OpenAIContentRenderer.tsx b/python/packages/devui/frontend/src/components/features/agent/message-renderers/OpenAIContentRenderer.tsx index 8d266be40fe..38713769456 100644 --- a/python/packages/devui/frontend/src/components/features/agent/message-renderers/OpenAIContentRenderer.tsx +++ b/python/packages/devui/frontend/src/components/features/agent/message-renderers/OpenAIContentRenderer.tsx @@ -23,7 +23,7 @@ interface ContentRendererProps { // Text content renderer function TextContentRenderer({ content, className, isStreaming }: ContentRendererProps) { - if (content.type !== "text") return null; + if (content.type !== "text" && content.type !== "input_text" && content.type !== "output_text") return null; const text = content.text; @@ -160,6 +160,8 @@ function FileContentRenderer({ content, className }: ContentRendererProps) { export function OpenAIContentRenderer({ content, className, isStreaming }: ContentRendererProps) { switch (content.type) { case "text": + case "input_text": + case "output_text": return ; case "input_image": return ; diff --git a/python/packages/devui/frontend/src/components/features/workflow/workflow-view.tsx b/python/packages/devui/frontend/src/components/features/workflow/workflow-view.tsx index 43cf1ac5097..1ca95048db2 100644 --- a/python/packages/devui/frontend/src/components/features/workflow/workflow-view.tsx +++ b/python/packages/devui/frontend/src/components/features/workflow/workflow-view.tsx @@ -554,6 +554,10 @@ export function WorkflowView({ try { const request = { input_data: inputData }; + // Clear any previous streaming state before starting new workflow execution + // Note: Workflows don't use conversation IDs, so we use workflow ID as the key + apiClient.clearStreamingState(selectedWorkflow.id); + // Use OpenAI-compatible API streaming - direct event handling const streamGenerator = apiClient.streamWorkflowExecutionOpenAI( selectedWorkflow.id, diff --git a/python/packages/devui/frontend/src/main.tsx b/python/packages/devui/frontend/src/main.tsx index 27db649a067..572a4060062 100644 --- a/python/packages/devui/frontend/src/main.tsx +++ b/python/packages/devui/frontend/src/main.tsx @@ -3,6 +3,10 @@ import { createRoot } from 'react-dom/client' import './index.css' import App from './App.tsx' import { ThemeProvider } from "./components/theme-provider" +import { initStreamingState } from "./services/api" + +// Initialize streaming state management (clears expired states) +initStreamingState(); createRoot(document.getElementById('root')!).render( diff --git a/python/packages/devui/frontend/src/services/api.ts b/python/packages/devui/frontend/src/services/api.ts index 8a685cf5aa1..6cfcff5666b 100644 --- a/python/packages/devui/frontend/src/services/api.ts +++ b/python/packages/devui/frontend/src/services/api.ts @@ -14,6 +14,12 @@ import type { } from "@/types"; import type { AgentFrameworkRequest } from "@/types/agent-framework"; import type { ExtendedResponseStreamEvent } from "@/types/openai"; +import { + loadStreamingState, + updateStreamingState, + markStreamingCompleted, + clearStreamingState, +} from "./streaming-state"; // Backend API response type - polymorphic entity that can be agent or workflow // This matches the Python Pydantic EntityInfo model which has all fields optional @@ -57,9 +63,27 @@ const DEFAULT_API_BASE_URL = ? import.meta.env.VITE_API_BASE_URL : "http://localhost:8080"; +// Retry configuration for streaming +const RETRY_INTERVAL_MS = 1000; // Retry every second +const MAX_RETRY_ATTEMPTS = 600; // Max 600 retries (10 minutes total) + // Get backend URL from localStorage or default function getBackendUrl(): string { - return localStorage.getItem("devui_backend_url") || DEFAULT_API_BASE_URL; + const stored = localStorage.getItem("devui_backend_url"); + if (stored) return stored; + + // If VITE_API_BASE_URL is explicitly set to empty string, use relative path + // This allows the frontend to call the same host it's served from + if (import.meta.env.VITE_API_BASE_URL === "") { + return ""; + } + + return DEFAULT_API_BASE_URL; +} + +// Helper to sleep for a given duration +function sleep(ms: number): Promise { + return new Promise((resolve) => setTimeout(resolve, ms)); } class ApiClient { @@ -272,6 +296,8 @@ class ApiClient { await this.request(`/v1/conversations/${conversationId}`, { method: "DELETE", }); + // Clear streaming state when conversation is deleted + clearStreamingState(conversationId); return true; } catch { return false; @@ -297,99 +323,252 @@ class ApiClient { // OpenAI-compatible streaming methods using /v1/responses endpoint - // Stream agent execution using OpenAI format with simplified routing - async *streamAgentExecutionOpenAI( - agentId: string, - request: RunAgentRequest + // Private helper method that handles the actual streaming with retry logic + private async *streamOpenAIResponse( + openAIRequest: AgentFrameworkRequest, + conversationId?: string, + resumeResponseId?: string ): AsyncGenerator { - const openAIRequest: AgentFrameworkRequest = { - model: agentId, // Model IS the entity_id (simplified routing!) - input: request.input, // Direct OpenAI ResponseInputParam - stream: true, - conversation: request.conversation_id, // OpenAI standard conversation param - }; - - return yield* this.streamAgentExecutionOpenAIDirect(agentId, openAIRequest); - } - - // Stream agent execution using direct OpenAI format - async *streamAgentExecutionOpenAIDirect( - _agentId: string, - openAIRequest: AgentFrameworkRequest - ): AsyncGenerator { - - const response = await fetch(`${this.baseUrl}/v1/responses`, { - method: "POST", - headers: { - "Content-Type": "application/json", - Accept: "text/event-stream", - }, - body: JSON.stringify(openAIRequest), - }); - - if (!response.ok) { - // Try to extract detailed error message from response body - let errorMessage = `Request failed with status ${response.status}`; - try { - const errorBody = await response.json(); - if (errorBody.error && errorBody.error.message) { - errorMessage = errorBody.error.message; - } else if (errorBody.detail) { - errorMessage = errorBody.detail; + let lastSequenceNumber = -1; + let retryCount = 0; + let hasYieldedAnyEvent = false; + let currentResponseId: string | undefined = resumeResponseId; + let lastMessageId: string | undefined = undefined; + + // Try to resume from stored state if conversation ID is provided + if (conversationId) { + const storedState = loadStreamingState(conversationId); + if (storedState) { + // Use stored response ID if no explicit one provided + if (!resumeResponseId) { + currentResponseId = storedState.responseId; + } + + lastSequenceNumber = storedState.lastSequenceNumber; + lastMessageId = storedState.lastMessageId; + + // Replay stored events only if we're not explicitly resuming + // (explicit resume means the caller already has the events) + if (!resumeResponseId) { + for (const event of storedState.events) { + hasYieldedAnyEvent = true; + yield event; + } + } else { + // Mark that we've already seen events up to this sequence number + hasYieldedAnyEvent = storedState.events.length > 0; } - } catch { - // Fallback to generic message if parsing fails } - throw new Error(errorMessage); - } - - const reader = response.body?.getReader(); - if (!reader) { - throw new Error("Response body is not readable"); } - const decoder = new TextDecoder(); - let buffer = ""; - - try { - while (true) { - const { done, value } = await reader.read(); + while (retryCount <= MAX_RETRY_ATTEMPTS) { + try { + // If we have a response_id from a previous attempt, use GET endpoint to resume + // Otherwise, use POST to create a new response + let response: Response; + if (currentResponseId) { + const params = new URLSearchParams(); + params.set("stream", "true"); + if (lastSequenceNumber >= 0) { + params.set("starting_after", lastSequenceNumber.toString()); + } + const url = `${this.baseUrl}/v1/responses/${currentResponseId}?${params.toString()}`; + response = await fetch(url, { + method: "GET", + headers: { + Accept: "text/event-stream", + }, + }); + } else { + const url = `${this.baseUrl}/v1/responses`; + response = await fetch(url, { + method: "POST", + headers: { + "Content-Type": "application/json", + Accept: "text/event-stream", + }, + body: JSON.stringify(openAIRequest), + }); + } - if (done) { - break; + if (!response.ok) { + // Try to extract detailed error message from response body + let errorMessage = `Request failed with status ${response.status}`; + try { + const errorBody = await response.json(); + if (errorBody.error && errorBody.error.message) { + errorMessage = errorBody.error.message; + } else if (errorBody.detail) { + errorMessage = errorBody.detail; + } + } catch { + // Fallback to generic message if parsing fails + } + throw new Error(errorMessage); } - buffer += decoder.decode(value, { stream: true }); + const reader = response.body?.getReader(); + if (!reader) { + throw new Error("Response body is not readable"); + } - // Parse SSE events - const lines = buffer.split("\n"); - buffer = lines.pop() || ""; // Keep incomplete line in buffer + const decoder = new TextDecoder(); + let buffer = ""; - for (const line of lines) { - if (line.startsWith("data: ")) { - const dataStr = line.slice(6); + try { + while (true) { + const { done, value } = await reader.read(); - // Handle [DONE] signal - if (dataStr === "[DONE]") { + if (done) { + // Stream completed successfully + if (conversationId) { + markStreamingCompleted(conversationId); + } return; } - try { - const openAIEvent: ExtendedResponseStreamEvent = - JSON.parse(dataStr); - yield openAIEvent; // Direct pass-through - no conversion! - } catch (e) { - console.error("Failed to parse OpenAI SSE event:", e); + buffer += decoder.decode(value, { stream: true }); + + // Parse SSE events + const lines = buffer.split("\n"); + buffer = lines.pop() || ""; // Keep incomplete line in buffer + + for (const line of lines) { + if (line.startsWith("data: ")) { + const dataStr = line.slice(6); + + // Handle [DONE] signal + if (dataStr === "[DONE]") { + if (conversationId) { + markStreamingCompleted(conversationId); + } + return; + } + + try { + const openAIEvent: ExtendedResponseStreamEvent = + JSON.parse(dataStr); + + // Capture response_id if present in the event for use in retries + if ("response" in openAIEvent && openAIEvent.response && typeof openAIEvent.response === "object" && "id" in openAIEvent.response) { + const newResponseId = openAIEvent.response.id as string; + if (!currentResponseId || currentResponseId !== newResponseId) { + currentResponseId = newResponseId; + } + } else if ("id" in openAIEvent && typeof openAIEvent.id === "string" && openAIEvent.id.startsWith("resp_")) { + const newResponseId = openAIEvent.id; + if (!currentResponseId || currentResponseId !== newResponseId) { + currentResponseId = newResponseId; + } + } + + // Track last message ID if present (for user/assistant messages) + if ("item_id" in openAIEvent && openAIEvent.item_id) { + lastMessageId = openAIEvent.item_id; + } + + // Check for sequence number restart (server restarted response) + const eventSeq = "sequence_number" in openAIEvent ? openAIEvent.sequence_number : undefined; + if (eventSeq !== undefined) { + // If we've received events before and sequence restarted from 0/1 + if (hasYieldedAnyEvent && eventSeq <= 1 && lastSequenceNumber > 1) { + // Server restarted the response - clear old state and start fresh + if (conversationId) { + clearStreamingState(conversationId); + } + yield { + type: "error", + message: "Connection lost - previous response failed. Starting new response.", + } as ExtendedResponseStreamEvent; + lastSequenceNumber = eventSeq; + hasYieldedAnyEvent = true; + + // Save new event to storage + if (conversationId && currentResponseId) { + updateStreamingState(conversationId, openAIEvent, currentResponseId, lastMessageId); + } + + yield openAIEvent; + } + // Skip events we've already seen (resume from last position) + else if (eventSeq <= lastSequenceNumber) { + continue; // Skip duplicate event + } else { + lastSequenceNumber = eventSeq; + hasYieldedAnyEvent = true; + + // Save event to storage before yielding + if (conversationId && currentResponseId) { + updateStreamingState(conversationId, openAIEvent, currentResponseId, lastMessageId); + } + + yield openAIEvent; + } + } else { + // No sequence number - just yield the event + hasYieldedAnyEvent = true; + + // Still save to storage if we have conversation context + if (conversationId && currentResponseId) { + updateStreamingState(conversationId, openAIEvent, currentResponseId, lastMessageId); + } + + yield openAIEvent; + } + } catch (e) { + console.error("Failed to parse OpenAI SSE event:", e); + } + } } } + } finally { + reader.releaseLock(); } + } catch (error) { + // Network error occurred - prepare to retry + retryCount++; + + if (retryCount > MAX_RETRY_ATTEMPTS) { + // Max retries exceeded - give up + throw new Error( + `Connection failed after ${MAX_RETRY_ATTEMPTS} retry attempts: ${error instanceof Error ? error.message : String(error)}` + ); + } + + // Wait before retrying + await sleep(RETRY_INTERVAL_MS); + // Loop will retry with GET if we have response_id, otherwise POST } - } finally { - reader.releaseLock(); } } - // Stream workflow execution using OpenAI format - direct event pass-through + // Stream agent execution using OpenAI format with simplified routing + async *streamAgentExecutionOpenAI( + agentId: string, + request: RunAgentRequest, + resumeResponseId?: string + ): AsyncGenerator { + const openAIRequest: AgentFrameworkRequest = { + model: agentId, // Model IS the entity_id (simplified routing!) + input: request.input, // Direct OpenAI ResponseInputParam + stream: true, + conversation: request.conversation_id, // OpenAI standard conversation param + }; + + return yield* this.streamAgentExecutionOpenAIDirect(agentId, openAIRequest, request.conversation_id, resumeResponseId); + } + + // Stream agent execution using direct OpenAI format + async *streamAgentExecutionOpenAIDirect( + _agentId: string, + openAIRequest: AgentFrameworkRequest, + conversationId?: string, + resumeResponseId?: string + ): AsyncGenerator { + yield* this.streamOpenAIResponse(openAIRequest, conversationId, resumeResponseId); + } + + // Stream workflow execution using OpenAI format async *streamWorkflowExecutionOpenAI( workflowId: string, request: RunWorkflowRequest @@ -402,75 +581,7 @@ class ApiClient { conversation: request.conversation_id, // Include conversation if present }; - const response = await fetch(`${this.baseUrl}/v1/responses`, { - method: "POST", - headers: { - "Content-Type": "application/json", - Accept: "text/event-stream", - }, - body: JSON.stringify(openAIRequest), - }); - - if (!response.ok) { - // Try to extract detailed error message from response body - let errorMessage = `Request failed with status ${response.status}`; - try { - const errorBody = await response.json(); - if (errorBody.error && errorBody.error.message) { - errorMessage = errorBody.error.message; - } else if (errorBody.detail) { - errorMessage = errorBody.detail; - } - } catch { - // Fallback to generic message if parsing fails - } - throw new Error(errorMessage); - } - - const reader = response.body?.getReader(); - if (!reader) { - throw new Error("Response body is not readable"); - } - - const decoder = new TextDecoder(); - let buffer = ""; - - try { - while (true) { - const { done, value } = await reader.read(); - - if (done) { - break; - } - - buffer += decoder.decode(value, { stream: true }); - - // Parse SSE events - const lines = buffer.split("\n"); - buffer = lines.pop() || ""; // Keep incomplete line in buffer - - for (const line of lines) { - if (line.startsWith("data: ")) { - const dataStr = line.slice(6); - - // Handle [DONE] signal - if (dataStr === "[DONE]") { - return; - } - - try { - const openAIEvent: ExtendedResponseStreamEvent = - JSON.parse(dataStr); - yield openAIEvent; // Direct pass-through - no conversion! - } catch (e) { - console.error("Failed to parse OpenAI SSE event:", e); - } - } - } - } - } finally { - reader.releaseLock(); - } + yield* this.streamOpenAIResponse(openAIRequest, request.conversation_id); } // REMOVED: Legacy streaming methods - use streamAgentExecutionOpenAI and streamWorkflowExecutionOpenAI instead @@ -503,8 +614,16 @@ class ApiClient { body: JSON.stringify(request), }); } + + // Clear streaming state for a conversation (e.g., when starting a new message) + clearStreamingState(conversationId: string): void { + clearStreamingState(conversationId); + } } // Export singleton instance export const apiClient = new ApiClient(); export { ApiClient }; + +// Export streaming state init function +export { initStreamingState } from "./streaming-state"; diff --git a/python/packages/devui/frontend/src/services/streaming-state.ts b/python/packages/devui/frontend/src/services/streaming-state.ts new file mode 100644 index 00000000000..86116b2adf8 --- /dev/null +++ b/python/packages/devui/frontend/src/services/streaming-state.ts @@ -0,0 +1,199 @@ +/** + * Streaming State Persistence + * + * Manages browser storage of streaming response state to enable: + * - Resume interrupted streams after page refresh + * - Replay cached events before fetching new ones + * - Graceful recovery from network disconnections + */ + +import type { ExtendedResponseStreamEvent } from "@/types/openai"; + +export interface StreamingState { + conversationId: string; + responseId: string; + lastMessageId?: string; + lastSequenceNumber: number; + events: ExtendedResponseStreamEvent[]; + timestamp: number; // When this state was last updated + completed: boolean; // Whether the stream completed successfully + accumulatedText?: string; // Accumulated text content for quick restoration +} + +const STORAGE_KEY_PREFIX = "devui_streaming_state_"; +const STATE_EXPIRY_MS = 24 * 60 * 60 * 1000; // 24 hours + +/** + * Storage key for a specific conversation + */ +function getStorageKey(conversationId: string): string { + return `${STORAGE_KEY_PREFIX}${conversationId}`; +} + +/** + * Extract accumulated text from events (for quick restoration) + */ +function extractAccumulatedText(events: ExtendedResponseStreamEvent[]): string { + let text = ""; + for (const event of events) { + if (event.type === "response.output_text.delta" && "delta" in event) { + text += event.delta; + } + } + return text; +} + +/** + * Save streaming state to browser storage + */ +export function saveStreamingState(state: StreamingState): void { + try { + const key = getStorageKey(state.conversationId); + const data = JSON.stringify(state); + localStorage.setItem(key, data); + } catch (error) { + console.error("Failed to save streaming state:", error); + // If storage is full, try to clear old states + try { + clearExpiredStreamingStates(); + // Try again + const key = getStorageKey(state.conversationId); + const data = JSON.stringify(state); + localStorage.setItem(key, data); + } catch { + console.error("Failed to save streaming state even after cleanup"); + } + } +} + +/** + * Load streaming state from browser storage + */ +export function loadStreamingState(conversationId: string): StreamingState | null { + try { + const key = getStorageKey(conversationId); + const data = localStorage.getItem(key); + + if (!data) { + return null; + } + + const state: StreamingState = JSON.parse(data); + + // Check if state has expired + const age = Date.now() - state.timestamp; + if (age > STATE_EXPIRY_MS) { + clearStreamingState(conversationId); + return null; + } + + // If stream was completed, no need to resume + if (state.completed) { + return null; + } + + return state; + } catch (error) { + console.error("Failed to load streaming state:", error); + return null; + } +} + +/** + * Update streaming state with a new event + */ +export function updateStreamingState( + conversationId: string, + event: ExtendedResponseStreamEvent, + responseId: string, + lastMessageId?: string +): void { + try { + const existing = loadStreamingState(conversationId); + const sequenceNumber = "sequence_number" in event ? event.sequence_number : undefined; + + const newEvents = existing ? [...existing.events, event] : [event]; + + const state: StreamingState = { + conversationId, + responseId, + lastMessageId, + lastSequenceNumber: sequenceNumber ?? (existing?.lastSequenceNumber ?? -1), + events: newEvents, + timestamp: Date.now(), + completed: event.type === "response.completed" || event.type === "response.failed", + accumulatedText: extractAccumulatedText(newEvents), + }; + + saveStreamingState(state); + } catch (error) { + console.error("Failed to update streaming state:", error); + } +} + +/** + * Mark streaming state as completed + */ +export function markStreamingCompleted(conversationId: string): void { + try { + const existing = loadStreamingState(conversationId); + if (existing) { + existing.completed = true; + existing.timestamp = Date.now(); + saveStreamingState(existing); + } + } catch (error) { + console.error("Failed to mark streaming as completed:", error); + } +} + +/** + * Clear streaming state for a conversation + */ +export function clearStreamingState(conversationId: string): void { + try { + const key = getStorageKey(conversationId); + localStorage.removeItem(key); + } catch (error) { + console.error("Failed to clear streaming state:", error); + } +} + +/** + * Clear all expired streaming states + */ +export function clearExpiredStreamingStates(): void { + try { + const keys = Object.keys(localStorage); + const now = Date.now(); + + for (const key of keys) { + if (key.startsWith(STORAGE_KEY_PREFIX)) { + try { + const data = localStorage.getItem(key); + if (data) { + const state: StreamingState = JSON.parse(data); + const age = now - state.timestamp; + + if (age > STATE_EXPIRY_MS || state.completed) { + localStorage.removeItem(key); + } + } + } catch { + // Invalid state, remove it + localStorage.removeItem(key); + } + } + } + } catch (error) { + console.error("Failed to clear expired streaming states:", error); + } +} + +/** + * Initialize streaming state management (call on app startup) + */ +export function initStreamingState(): void { + // Clear expired states on startup + clearExpiredStreamingStates(); +} diff --git a/python/packages/devui/frontend/src/types/openai.ts b/python/packages/devui/frontend/src/types/openai.ts index e4df1a1bf84..ad6e613dbc0 100644 --- a/python/packages/devui/frontend/src/types/openai.ts +++ b/python/packages/devui/frontend/src/types/openai.ts @@ -347,6 +347,18 @@ export interface MessageTextContent { text: string; } +export interface MessageInputTextContent { + type: "input_text"; + text: string; +} + +export interface MessageOutputTextContent { + type: "output_text"; + text: string; + annotations?: any[]; + logprobs?: any[]; +} + export interface MessageInputImage { type: "input_image"; image_url: string; @@ -376,6 +388,8 @@ export interface MessageFunctionApprovalResponseContent { export type MessageContent = | MessageTextContent + | MessageInputTextContent + | MessageOutputTextContent | MessageInputImage | MessageInputFile | MessageFunctionApprovalResponseContent; diff --git a/python/packages/devui/frontend/vite.config.ts b/python/packages/devui/frontend/vite.config.ts index 010f098001a..49a54b477d5 100644 --- a/python/packages/devui/frontend/vite.config.ts +++ b/python/packages/devui/frontend/vite.config.ts @@ -5,6 +5,7 @@ import path from "path"; // https://vite.dev/config/ export default defineConfig({ + base: "", plugins: [react(), tailwindcss()], resolve: { alias: { @@ -12,12 +13,20 @@ export default defineConfig({ }, }, build: { + commonjsOptions: { + // Enable deterministic builds, as per https://github.com/vitejs/vite/issues/13672#issuecomment-1784110536 + strictRequires: true, + }, outDir: "../agent_framework_devui/ui", emptyOutDir: true, rollupOptions: { output: { manualChunks: undefined, inlineDynamicImports: true, + // Use static filenames instead of content hashes + entryFileNames: "assets/index.js", + chunkFileNames: "assets/[name].js", + assetFileNames: "assets/[name].[ext]", }, }, }, diff --git a/python/packages/devui/frontend/yarn.lock b/python/packages/devui/frontend/yarn.lock index 00efde8b6fe..a6793bb713e 100644 --- a/python/packages/devui/frontend/yarn.lock +++ b/python/packages/devui/frontend/yarn.lock @@ -24,7 +24,7 @@ resolved "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.28.0.tgz" integrity sha512-60X7qkglvrap8mn1lh2ebxXdZYtUcpd7gsmy9kLaBJ4i/WdY8PqTSdxyA8qraikqKQK5C1KRBKXqznrVapyNaw== -"@babel/core@^7.28.3": +"@babel/core@^7.0.0", "@babel/core@^7.0.0-0", "@babel/core@^7.28.3": version "7.28.3" resolved "https://registry.npmjs.org/@babel/core/-/core-7.28.3.tgz" integrity sha512-yDBHV9kQNcr2/sUr9jghVyz9C3Y5G2zUM2H2lo+9mKv4sFgbA8s8Z9t8D1jiTkGoO/NoIfKMyKWr4s6CN23ZwQ== @@ -168,156 +168,9 @@ "@babel/helper-string-parser" "^7.27.1" "@babel/helper-validator-identifier" "^7.27.1" -"@emnapi/core@^1.4.3", "@emnapi/core@^1.4.5": - version "1.5.0" - resolved "https://registry.yarnpkg.com/@emnapi/core/-/core-1.5.0.tgz#85cd84537ec989cebb2343606a1ee663ce4edaf0" - integrity sha512-sbP8GzB1WDzacS8fgNPpHlp6C9VZe+SJP3F90W9rLemaQj2PzIuTEl1qDOYQf58YIpyjViI24y9aPWCjEzY2cg== - dependencies: - "@emnapi/wasi-threads" "1.1.0" - tslib "^2.4.0" - -"@emnapi/runtime@^1.4.3", "@emnapi/runtime@^1.4.5": - version "1.5.0" - resolved "https://registry.yarnpkg.com/@emnapi/runtime/-/runtime-1.5.0.tgz#9aebfcb9b17195dce3ab53c86787a6b7d058db73" - integrity sha512-97/BJ3iXHww3djw6hYIfErCZFee7qCtrneuLa20UXFCOTCfBM2cvQHjWJ2EG0s0MtdNwInarqCTz35i4wWXHsQ== - dependencies: - tslib "^2.4.0" - -"@emnapi/wasi-threads@1.1.0", "@emnapi/wasi-threads@^1.0.4": - version "1.1.0" - resolved "https://registry.yarnpkg.com/@emnapi/wasi-threads/-/wasi-threads-1.1.0.tgz#60b2102fddc9ccb78607e4a3cf8403ea69be41bf" - integrity sha512-WI0DdZ8xFSbgMjR1sFsKABJ/C5OnRrjT06JXbZKexJGrDuPTzZdDYfFlsgcCXCyf+suG5QU2e/y1Wo2V/OapLQ== - dependencies: - tslib "^2.4.0" - -"@esbuild/aix-ppc64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/aix-ppc64/-/aix-ppc64-0.25.9.tgz#bef96351f16520055c947aba28802eede3c9e9a9" - integrity sha512-OaGtL73Jck6pBKjNIe24BnFE6agGl+6KxDtTfHhy1HmhthfKouEcOhqpSL64K4/0WCtbKFLOdzD/44cJ4k9opA== - -"@esbuild/android-arm64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/android-arm64/-/android-arm64-0.25.9.tgz#d2e70be7d51a529425422091e0dcb90374c1546c" - integrity sha512-IDrddSmpSv51ftWslJMvl3Q2ZT98fUSL2/rlUXuVqRXHCs5EUF1/f+jbjF5+NG9UffUDMCiTyh8iec7u8RlTLg== - -"@esbuild/android-arm@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/android-arm/-/android-arm-0.25.9.tgz#d2a753fe2a4c73b79437d0ba1480e2d760097419" - integrity sha512-5WNI1DaMtxQ7t7B6xa572XMXpHAaI/9Hnhk8lcxF4zVN4xstUgTlvuGDorBguKEnZO70qwEcLpfifMLoxiPqHQ== - -"@esbuild/android-x64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/android-x64/-/android-x64-0.25.9.tgz#5278836e3c7ae75761626962f902a0d55352e683" - integrity sha512-I853iMZ1hWZdNllhVZKm34f4wErd4lMyeV7BLzEExGEIZYsOzqDWDf+y082izYUE8gtJnYHdeDpN/6tUdwvfiw== - -"@esbuild/darwin-arm64@0.25.9": - version "0.25.9" - resolved "https://registry.npmjs.org/@esbuild/darwin-arm64/-/darwin-arm64-0.25.9.tgz" - integrity sha512-XIpIDMAjOELi/9PB30vEbVMs3GV1v2zkkPnuyRRURbhqjyzIINwj+nbQATh4H9GxUgH1kFsEyQMxwiLFKUS6Rg== - -"@esbuild/darwin-x64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/darwin-x64/-/darwin-x64-0.25.9.tgz#e27dbc3b507b3a1cea3b9280a04b8b6b725f82be" - integrity sha512-jhHfBzjYTA1IQu8VyrjCX4ApJDnH+ez+IYVEoJHeqJm9VhG9Dh2BYaJritkYK3vMaXrf7Ogr/0MQ8/MeIefsPQ== - -"@esbuild/freebsd-arm64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/freebsd-arm64/-/freebsd-arm64-0.25.9.tgz#364e3e5b7a1fd45d92be08c6cc5d890ca75908ca" - integrity sha512-z93DmbnY6fX9+KdD4Ue/H6sYs+bhFQJNCPZsi4XWJoYblUqT06MQUdBCpcSfuiN72AbqeBFu5LVQTjfXDE2A6Q== - -"@esbuild/freebsd-x64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/freebsd-x64/-/freebsd-x64-0.25.9.tgz#7c869b45faeb3df668e19ace07335a0711ec56ab" - integrity sha512-mrKX6H/vOyo5v71YfXWJxLVxgy1kyt1MQaD8wZJgJfG4gq4DpQGpgTB74e5yBeQdyMTbgxp0YtNj7NuHN0PoZg== - -"@esbuild/linux-arm64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-arm64/-/linux-arm64-0.25.9.tgz#48d42861758c940b61abea43ba9a29b186d6cb8b" - integrity sha512-BlB7bIcLT3G26urh5Dmse7fiLmLXnRlopw4s8DalgZ8ef79Jj4aUcYbk90g8iCa2467HX8SAIidbL7gsqXHdRw== - -"@esbuild/linux-arm@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-arm/-/linux-arm-0.25.9.tgz#6ce4b9cabf148274101701d112b89dc67cc52f37" - integrity sha512-HBU2Xv78SMgaydBmdor38lg8YDnFKSARg1Q6AT0/y2ezUAKiZvc211RDFHlEZRFNRVhcMamiToo7bDx3VEOYQw== - -"@esbuild/linux-ia32@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-ia32/-/linux-ia32-0.25.9.tgz#207e54899b79cac9c26c323fc1caa32e3143f1c4" - integrity sha512-e7S3MOJPZGp2QW6AK6+Ly81rC7oOSerQ+P8L0ta4FhVi+/j/v2yZzx5CqqDaWjtPFfYz21Vi1S0auHrap3Ma3A== - -"@esbuild/linux-loong64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-loong64/-/linux-loong64-0.25.9.tgz#0ba48a127159a8f6abb5827f21198b999ffd1fc0" - integrity sha512-Sbe10Bnn0oUAB2AalYztvGcK+o6YFFA/9829PhOCUS9vkJElXGdphz0A3DbMdP8gmKkqPmPcMJmJOrI3VYB1JQ== - -"@esbuild/linux-mips64el@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-mips64el/-/linux-mips64el-0.25.9.tgz#a4d4cc693d185f66a6afde94f772b38ce5d64eb5" - integrity sha512-YcM5br0mVyZw2jcQeLIkhWtKPeVfAerES5PvOzaDxVtIyZ2NUBZKNLjC5z3/fUlDgT6w89VsxP2qzNipOaaDyA== - -"@esbuild/linux-ppc64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-ppc64/-/linux-ppc64-0.25.9.tgz#0f5805c1c6d6435a1dafdc043cb07a19050357db" - integrity sha512-++0HQvasdo20JytyDpFvQtNrEsAgNG2CY1CLMwGXfFTKGBGQT3bOeLSYE2l1fYdvML5KUuwn9Z8L1EWe2tzs1w== - -"@esbuild/linux-riscv64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-riscv64/-/linux-riscv64-0.25.9.tgz#6776edece0f8fca79f3386398b5183ff2a827547" - integrity sha512-uNIBa279Y3fkjV+2cUjx36xkx7eSjb8IvnL01eXUKXez/CBHNRw5ekCGMPM0BcmqBxBcdgUWuUXmVWwm4CH9kg== - -"@esbuild/linux-s390x@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-s390x/-/linux-s390x-0.25.9.tgz#3f6f29ef036938447c2218d309dc875225861830" - integrity sha512-Mfiphvp3MjC/lctb+7D287Xw1DGzqJPb/J2aHHcHxflUo+8tmN/6d4k6I2yFR7BVo5/g7x2Monq4+Yew0EHRIA== - -"@esbuild/linux-x64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/linux-x64/-/linux-x64-0.25.9.tgz#831fe0b0e1a80a8b8391224ea2377d5520e1527f" - integrity sha512-iSwByxzRe48YVkmpbgoxVzn76BXjlYFXC7NvLYq+b+kDjyyk30J0JY47DIn8z1MO3K0oSl9fZoRmZPQI4Hklzg== - -"@esbuild/netbsd-arm64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/netbsd-arm64/-/netbsd-arm64-0.25.9.tgz#06f99d7eebe035fbbe43de01c9d7e98d2a0aa548" - integrity sha512-9jNJl6FqaUG+COdQMjSCGW4QiMHH88xWbvZ+kRVblZsWrkXlABuGdFJ1E9L7HK+T0Yqd4akKNa/lO0+jDxQD4Q== - -"@esbuild/netbsd-x64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/netbsd-x64/-/netbsd-x64-0.25.9.tgz#db99858e6bed6e73911f92a88e4edd3a8c429a52" - integrity sha512-RLLdkflmqRG8KanPGOU7Rpg829ZHu8nFy5Pqdi9U01VYtG9Y0zOG6Vr2z4/S+/3zIyOxiK6cCeYNWOFR9QP87g== - -"@esbuild/openbsd-arm64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/openbsd-arm64/-/openbsd-arm64-0.25.9.tgz#afb886c867e36f9d86bb21e878e1185f5d5a0935" - integrity sha512-YaFBlPGeDasft5IIM+CQAhJAqS3St3nJzDEgsgFixcfZeyGPCd6eJBWzke5piZuZ7CtL656eOSYKk4Ls2C0FRQ== - -"@esbuild/openbsd-x64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/openbsd-x64/-/openbsd-x64-0.25.9.tgz#30855c9f8381fac6a0ef5b5f31ac6e7108a66ecf" - integrity sha512-1MkgTCuvMGWuqVtAvkpkXFmtL8XhWy+j4jaSO2wxfJtilVCi0ZE37b8uOdMItIHz4I6z1bWWtEX4CJwcKYLcuA== - -"@esbuild/openharmony-arm64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/openharmony-arm64/-/openharmony-arm64-0.25.9.tgz#2f2144af31e67adc2a8e3705c20c2bd97bd88314" - integrity sha512-4Xd0xNiMVXKh6Fa7HEJQbrpP3m3DDn43jKxMjxLLRjWnRsfxjORYJlXPO4JNcXtOyfajXorRKY9NkOpTHptErg== - -"@esbuild/sunos-x64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/sunos-x64/-/sunos-x64-0.25.9.tgz#69b99a9b5bd226c9eb9c6a73f990fddd497d732e" - integrity sha512-WjH4s6hzo00nNezhp3wFIAfmGZ8U7KtrJNlFMRKxiI9mxEK1scOMAaa9i4crUtu+tBr+0IN6JCuAcSBJZfnphw== - -"@esbuild/win32-arm64@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/win32-arm64/-/win32-arm64-0.25.9.tgz#d789330a712af916c88325f4ffe465f885719c6b" - integrity sha512-mGFrVJHmZiRqmP8xFOc6b84/7xa5y5YvR1x8djzXpJBSv/UsNK6aqec+6JDjConTgvvQefdGhFDAs2DLAds6gQ== - -"@esbuild/win32-ia32@0.25.9": - version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/win32-ia32/-/win32-ia32-0.25.9.tgz#52fc735406bd49688253e74e4e837ac2ba0789e3" - integrity sha512-b33gLVU2k11nVx1OhX3C8QQP6UHQK4ZtN56oFWvVXvz2VkDoe6fbG8TOgHFxEvqeqohmRnIHe5A1+HADk4OQww== - "@esbuild/win32-x64@0.25.9": version "0.25.9" - resolved "https://registry.yarnpkg.com/@esbuild/win32-x64/-/win32-x64-0.25.9.tgz#585624dc829cfb6e7c0aa6c3ca7d7e6daa87e34f" + resolved "https://registry.npmjs.org/@esbuild/win32-x64/-/win32-x64-0.25.9.tgz" integrity sha512-PPOl1mi6lpLNQxnGoyAfschAodRFYXJ+9fs6WHXz7CSWKbOqiMZsubC+BQsVKuul+3vKLuwTHsS2c2y9EoKwxQ== "@eslint-community/eslint-utils@^4.2.0", "@eslint-community/eslint-utils@^4.7.0": @@ -368,7 +221,7 @@ minimatch "^3.1.2" strip-json-comments "^3.1.1" -"@eslint/js@9.33.0", "@eslint/js@^9.33.0": +"@eslint/js@^9.33.0", "@eslint/js@9.33.0": version "9.33.0" resolved "https://registry.npmjs.org/@eslint/js/-/js-9.33.0.tgz" integrity sha512-5K1/mKhWaMfreBGJTwval43JJmkip0RmM+3+IuqupeSKNC/Th2Kc7ucaq5ovTSra/OOKB9c58CGSz3QMVbWt0A== @@ -482,15 +335,6 @@ "@jridgewell/resolve-uri" "^3.1.0" "@jridgewell/sourcemap-codec" "^1.4.14" -"@napi-rs/wasm-runtime@^0.2.12": - version "0.2.12" - resolved "https://registry.yarnpkg.com/@napi-rs/wasm-runtime/-/wasm-runtime-0.2.12.tgz#3e78a8b96e6c33a6c517e1894efbd5385a7cb6f2" - integrity sha512-ZVWUcfwY4E/yPitQJl481FjFo3K22D6qF0DuFH6Y/nbnE11GY5uguDxZMGXPQ8WQ0128MXQD7TnfHyK4oWoIJQ== - dependencies: - "@emnapi/core" "^1.4.3" - "@emnapi/runtime" "^1.4.3" - "@tybys/wasm-util" "^0.10.0" - "@nodelib/fs.scandir@2.1.5": version "2.1.5" resolved "https://registry.npmjs.org/@nodelib/fs.scandir/-/fs.scandir-2.1.5.tgz" @@ -499,7 +343,7 @@ "@nodelib/fs.stat" "2.0.5" run-parallel "^1.1.9" -"@nodelib/fs.stat@2.0.5", "@nodelib/fs.stat@^2.0.2": +"@nodelib/fs.stat@^2.0.2", "@nodelib/fs.stat@2.0.5": version "2.0.5" resolved "https://registry.npmjs.org/@nodelib/fs.stat/-/fs.stat-2.0.5.tgz" integrity sha512-RkhPPp2zrqDAQA/2jNhnztcPAlv64XdhIp7a7454A5ovI7Bukxgt7MX7udwAu3zg1DcpPU0rz3VV1SeaqvY4+A== @@ -740,7 +584,7 @@ aria-hidden "^1.2.4" react-remove-scroll "^2.6.3" -"@radix-ui/react-slot@1.2.3", "@radix-ui/react-slot@^1.2.3": +"@radix-ui/react-slot@^1.2.3", "@radix-ui/react-slot@1.2.3": version "1.2.3" resolved "https://registry.npmjs.org/@radix-ui/react-slot/-/react-slot-1.2.3.tgz" integrity sha512-aeNmHnBxbi2St0au6VBVC7JXFlhLlOnvIIlePNniyUNAClzmtAUEY8/pBiK3iHjufOlwA+c20/8jngo7xcrg8A== @@ -829,104 +673,9 @@ resolved "https://registry.npmjs.org/@rolldown/pluginutils/-/pluginutils-1.0.0-beta.32.tgz" integrity sha512-QReCdvxiUZAPkvp1xpAg62IeNzykOFA6syH2CnClif4YmALN1XKpB39XneL80008UbtMShthSVDKmrx05N1q/g== -"@rollup/rollup-android-arm-eabi@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-android-arm-eabi/-/rollup-android-arm-eabi-4.47.1.tgz#6e236cd2fd29bb01a300ad4ff6ed0f1a17550e69" - integrity sha512-lTahKRJip0knffA/GTNFJMrToD+CM+JJ+Qt5kjzBK/sFQ0EWqfKW3AYQSlZXN98tX0lx66083U9JYIMioMMK7g== - -"@rollup/rollup-android-arm64@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-android-arm64/-/rollup-android-arm64-4.47.1.tgz#808f2c9c7e68161add613ebcb0eac5a058a0df3c" - integrity sha512-uqxkb3RJLzlBbh/bbNQ4r7YpSZnjgMgyoEOY7Fy6GCbelkDSAzeiogxMG9TfLsBbqmGsdDObo3mzGqa8hps4MA== - -"@rollup/rollup-darwin-arm64@4.47.1": - version "4.47.1" - resolved "https://registry.npmjs.org/@rollup/rollup-darwin-arm64/-/rollup-darwin-arm64-4.47.1.tgz" - integrity sha512-tV6reObmxBDS4DDyLzTDIpymthNlxrLBGAoQx6m2a7eifSNEZdkXQl1PE4ZjCkEDPVgNXSzND/k9AQ3mC4IOEQ== - -"@rollup/rollup-darwin-x64@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-darwin-x64/-/rollup-darwin-x64-4.47.1.tgz#9aac64e886435493f2e3a0aa5e4aad098a90814c" - integrity sha512-XuJRPTnMk1lwsSnS3vYyVMu4x/+WIw1MMSiqj5C4j3QOWsMzbJEK90zG+SWV1h0B1ABGCQ0UZUjti+TQK35uHQ== - -"@rollup/rollup-freebsd-arm64@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-freebsd-arm64/-/rollup-freebsd-arm64-4.47.1.tgz#9fc804264f7b7a7cdad3747950299f990163be1f" - integrity sha512-79BAm8Ag/tmJ5asCqgOXsb3WY28Rdd5Lxj8ONiQzWzy9LvWORd5qVuOnjlqiWWZJw+dWewEktZb5yiM1DLLaHw== - -"@rollup/rollup-freebsd-x64@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-freebsd-x64/-/rollup-freebsd-x64-4.47.1.tgz#933feaff864feb03bbbcd0c18ea351ade957cf79" - integrity sha512-OQ2/ZDGzdOOlyfqBiip0ZX/jVFekzYrGtUsqAfLDbWy0jh1PUU18+jYp8UMpqhly5ltEqotc2miLngf9FPSWIA== - -"@rollup/rollup-linux-arm-gnueabihf@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-arm-gnueabihf/-/rollup-linux-arm-gnueabihf-4.47.1.tgz#02915e6b2c55fe5961c27404aba2d9c8ef48ac6c" - integrity sha512-HZZBXJL1udxlCVvoVadstgiU26seKkHbbAMLg7680gAcMnRNP9SAwTMVet02ANA94kXEI2VhBnXs4e5nf7KG2A== - -"@rollup/rollup-linux-arm-musleabihf@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-arm-musleabihf/-/rollup-linux-arm-musleabihf-4.47.1.tgz#1afef33191b26e76ae7f0d0dc767efc6be1285ce" - integrity sha512-sZ5p2I9UA7T950JmuZ3pgdKA6+RTBr+0FpK427ExW0t7n+QwYOcmDTK/aRlzoBrWyTpJNlS3kacgSlSTUg6P/Q== - -"@rollup/rollup-linux-arm64-gnu@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-arm64-gnu/-/rollup-linux-arm64-gnu-4.47.1.tgz#6e7f38fb99d14143de3ce33204e6cd61e1c2c780" - integrity sha512-3hBFoqPyU89Dyf1mQRXCdpc6qC6At3LV6jbbIOZd72jcx7xNk3aAp+EjzAtN6sDlmHFzsDJN5yeUySvorWeRXA== - -"@rollup/rollup-linux-arm64-musl@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-arm64-musl/-/rollup-linux-arm64-musl-4.47.1.tgz#25ab09f14bbcba85a604bcee2962d2486db90794" - integrity sha512-49J4FnMHfGodJWPw73Ve+/hsPjZgcXQGkmqBGZFvltzBKRS+cvMiWNLadOMXKGnYRhs1ToTGM0sItKISoSGUNA== - -"@rollup/rollup-linux-loongarch64-gnu@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-loongarch64-gnu/-/rollup-linux-loongarch64-gnu-4.47.1.tgz#d3e3a3fd61e21b2753094391dee9b515a2bc9ecd" - integrity sha512-4yYU8p7AneEpQkRX03pbpLmE21z5JNys16F1BZBZg5fP9rIlb0TkeQjn5du5w4agConCCEoYIG57sNxjryHEGg== - -"@rollup/rollup-linux-ppc64-gnu@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-ppc64-gnu/-/rollup-linux-ppc64-gnu-4.47.1.tgz#6b44445e2bd5866692010de241bf18d2ae8b0cb8" - integrity sha512-fAiq+J28l2YMWgC39jz/zPi2jqc0y3GSRo1yyxlBHt6UN0yYgnegHSRPa3pnHS5amT/efXQrm0ug5+aNEu9UuQ== - -"@rollup/rollup-linux-riscv64-gnu@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-riscv64-gnu/-/rollup-linux-riscv64-gnu-4.47.1.tgz#3ff412d20d3b157e6aadabf84788e8c5cb221ba7" - integrity sha512-daoT0PMENNdjVYYU9xec30Y2prb1AbEIbb64sqkcQcSaR0zYuKkoPuhIztfxuqN82KYCKKrj+tQe4Gi7OSm1ow== - -"@rollup/rollup-linux-riscv64-musl@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-riscv64-musl/-/rollup-linux-riscv64-musl-4.47.1.tgz#104f451497d53d82a49c6d08c13c59f5f30eed57" - integrity sha512-JNyXaAhWtdzfXu5pUcHAuNwGQKevR+6z/poYQKVW+pLaYOj9G1meYc57/1Xv2u4uTxfu9qEWmNTjv/H/EpAisw== - -"@rollup/rollup-linux-s390x-gnu@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-s390x-gnu/-/rollup-linux-s390x-gnu-4.47.1.tgz#d04de7b21d181f30750760cb3553946306506172" - integrity sha512-U/CHbqKSwEQyZXjCpY43/GLYcTVKEXeRHw0rMBJP7fP3x6WpYG4LTJWR3ic6TeYKX6ZK7mrhltP4ppolyVhLVQ== - -"@rollup/rollup-linux-x64-gnu@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-x64-gnu/-/rollup-linux-x64-gnu-4.47.1.tgz#a6ba88ff7480940a435b1e67ddbb3f207a7ae02f" - integrity sha512-uTLEakjxOTElfeZIGWkC34u2auLHB1AYS6wBjPGI00bWdxdLcCzK5awjs25YXpqB9lS8S0vbO0t9ZcBeNibA7g== - -"@rollup/rollup-linux-x64-musl@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-linux-x64-musl/-/rollup-linux-x64-musl-4.47.1.tgz#c912c8ffa0c242ed3175cd91cdeaef98109afa54" - integrity sha512-Ft+d/9DXs30BK7CHCTX11FtQGHUdpNDLJW0HHLign4lgMgBcPFN3NkdIXhC5r9iwsMwYreBBc4Rho5ieOmKNVQ== - -"@rollup/rollup-win32-arm64-msvc@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-win32-arm64-msvc/-/rollup-win32-arm64-msvc-4.47.1.tgz#ca5eaae89443554b461bb359112a056528cfdac0" - integrity sha512-N9X5WqGYzZnjGAFsKSfYFtAShYjwOmFJoWbLg3dYixZOZqU7hdMq+/xyS14zKLhFhZDhP9VfkzQnsdk0ZDS9IA== - -"@rollup/rollup-win32-ia32-msvc@4.47.1": - version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-win32-ia32-msvc/-/rollup-win32-ia32-msvc-4.47.1.tgz#34e76172515fb4b374eb990d59f54faff938246e" - integrity sha512-O+KcfeCORZADEY8oQJk4HK8wtEOCRE4MdOkb8qGZQNun3jzmj2nmhV/B/ZaaZOkPmJyvm/gW9n0gsB4eRa1eiQ== - "@rollup/rollup-win32-x64-msvc@4.47.1": version "4.47.1" - resolved "https://registry.yarnpkg.com/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.47.1.tgz#e5e0a0bae2c9d4858cc9b8dc508b2e10d7f0df8b" + resolved "https://registry.npmjs.org/@rollup/rollup-win32-x64-msvc/-/rollup-win32-x64-msvc-4.47.1.tgz" integrity sha512-CpKnYa8eHthJa3c+C38v/E+/KZyF1Jdh2Cz3DyKZqEWYgrM1IHFArXNWvBLPQCKUEsAqqKX27tTqVEFbDNUcOA== "@tailwindcss/node@4.1.12": @@ -942,71 +691,9 @@ source-map-js "^1.2.1" tailwindcss "4.1.12" -"@tailwindcss/oxide-android-arm64@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-android-arm64/-/oxide-android-arm64-4.1.12.tgz#27920fe61fa2743afe8a8ca296fa640b609d17d5" - integrity sha512-oNY5pq+1gc4T6QVTsZKwZaGpBb2N1H1fsc1GD4o7yinFySqIuRZ2E4NvGasWc6PhYJwGK2+5YT1f9Tp80zUQZQ== - -"@tailwindcss/oxide-darwin-arm64@4.1.12": - version "4.1.12" - resolved "https://registry.npmjs.org/@tailwindcss/oxide-darwin-arm64/-/oxide-darwin-arm64-4.1.12.tgz" - integrity sha512-cq1qmq2HEtDV9HvZlTtrj671mCdGB93bVY6J29mwCyaMYCP/JaUBXxrQQQm7Qn33AXXASPUb2HFZlWiiHWFytw== - -"@tailwindcss/oxide-darwin-x64@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-darwin-x64/-/oxide-darwin-x64-4.1.12.tgz#8ddb7e5ddfd9b049ec84a2bda99f2b04a86859f5" - integrity sha512-6UCsIeFUcBfpangqlXay9Ffty9XhFH1QuUFn0WV83W8lGdX8cD5/+2ONLluALJD5+yJ7k8mVtwy3zMZmzEfbLg== - -"@tailwindcss/oxide-freebsd-x64@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-freebsd-x64/-/oxide-freebsd-x64-4.1.12.tgz#da1c0b16b7a5f95a1e400f299a3ec94fb6fd40ac" - integrity sha512-JOH/f7j6+nYXIrHobRYCtoArJdMJh5zy5lr0FV0Qu47MID/vqJAY3r/OElPzx1C/wdT1uS7cPq+xdYYelny1ww== - -"@tailwindcss/oxide-linux-arm-gnueabihf@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-linux-arm-gnueabihf/-/oxide-linux-arm-gnueabihf-4.1.12.tgz#34e558aa6e869c6fe9867cb78ed7ba651b9fcaa4" - integrity sha512-v4Ghvi9AU1SYgGr3/j38PD8PEe6bRfTnNSUE3YCMIRrrNigCFtHZ2TCm8142X8fcSqHBZBceDx+JlFJEfNg5zQ== - -"@tailwindcss/oxide-linux-arm64-gnu@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-linux-arm64-gnu/-/oxide-linux-arm64-gnu-4.1.12.tgz#0a00a8146ab6215f81b2d385056c991441bf390e" - integrity sha512-YP5s1LmetL9UsvVAKusHSyPlzSRqYyRB0f+Kl/xcYQSPLEw/BvGfxzbH+ihUciePDjiXwHh+p+qbSP3SlJw+6g== - -"@tailwindcss/oxide-linux-arm64-musl@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-linux-arm64-musl/-/oxide-linux-arm64-musl-4.1.12.tgz#b138f494068884ae0d8c343dc1904b22f5e98dc6" - integrity sha512-V8pAM3s8gsrXcCv6kCHSuwyb/gPsd863iT+v1PGXC4fSL/OJqsKhfK//v8P+w9ThKIoqNbEnsZqNy+WDnwQqCA== - -"@tailwindcss/oxide-linux-x64-gnu@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-linux-x64-gnu/-/oxide-linux-x64-gnu-4.1.12.tgz#5b9d5f23b15cdb714639f5b9741c0df5d610f794" - integrity sha512-xYfqYLjvm2UQ3TZggTGrwxjYaLB62b1Wiysw/YE3Yqbh86sOMoTn0feF98PonP7LtjsWOWcXEbGqDL7zv0uW8Q== - -"@tailwindcss/oxide-linux-x64-musl@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-linux-x64-musl/-/oxide-linux-x64-musl-4.1.12.tgz#f68ec530d3ca6875ea9015bcd5dd0762ee5e2f5d" - integrity sha512-ha0pHPamN+fWZY7GCzz5rKunlv9L5R8kdh+YNvP5awe3LtuXb5nRi/H27GeL2U+TdhDOptU7T6Is7mdwh5Ar3A== - -"@tailwindcss/oxide-wasm32-wasi@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-wasm32-wasi/-/oxide-wasm32-wasi-4.1.12.tgz#9fd15a1ebde6076c42c445c5e305c31673ead965" - integrity sha512-4tSyu3dW+ktzdEpuk6g49KdEangu3eCYoqPhWNsZgUhyegEda3M9rG0/j1GV/JjVVsj+lG7jWAyrTlLzd/WEBg== - dependencies: - "@emnapi/core" "^1.4.5" - "@emnapi/runtime" "^1.4.5" - "@emnapi/wasi-threads" "^1.0.4" - "@napi-rs/wasm-runtime" "^0.2.12" - "@tybys/wasm-util" "^0.10.0" - tslib "^2.8.0" - -"@tailwindcss/oxide-win32-arm64-msvc@4.1.12": - version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-win32-arm64-msvc/-/oxide-win32-arm64-msvc-4.1.12.tgz#938bcc6a82e1120ea4fe2ce94be0a8cdf3ae92c7" - integrity sha512-iGLyD/cVP724+FGtMWslhcFyg4xyYyM+5F4hGvKA7eifPkXHRAUDFaimu53fpNg9X8dfP75pXx/zFt/jlNF+lg== - "@tailwindcss/oxide-win32-x64-msvc@4.1.12": version "4.1.12" - resolved "https://registry.yarnpkg.com/@tailwindcss/oxide-win32-x64-msvc/-/oxide-win32-x64-msvc-4.1.12.tgz#b1ee2ed0ef2c4095ddec3684a1987e2b3613af36" + resolved "https://registry.npmjs.org/@tailwindcss/oxide-win32-x64-msvc/-/oxide-win32-x64-msvc-4.1.12.tgz" integrity sha512-NKIh5rzw6CpEodv/++r0hGLlfgT/gFN+5WNdZtvh6wpU2BpGNgdjvj6H2oFc8nCM839QM1YOhjpgbAONUb4IxA== "@tailwindcss/oxide@4.1.12": @@ -1039,13 +726,6 @@ "@tailwindcss/oxide" "4.1.12" tailwindcss "4.1.12" -"@tybys/wasm-util@^0.10.0": - version "0.10.0" - resolved "https://registry.yarnpkg.com/@tybys/wasm-util/-/wasm-util-0.10.0.tgz#2fd3cd754b94b378734ce17058d0507c45c88369" - integrity sha512-VyyPYFlOMNylG45GoAe0xDoLwWuowvf92F9kySqzYh8vmYm7D2u4iUJKa1tOUpS70Ku13ASrOkS4ScXFsTaCNQ== - dependencies: - tslib "^2.4.0" - "@types/babel__core@^7.20.5": version "7.20.5" resolved "https://registry.npmjs.org/@types/babel__core/-/babel__core-7.20.5.tgz" @@ -1118,7 +798,7 @@ "@types/d3-interpolate" "*" "@types/d3-selection" "*" -"@types/estree@1.0.8", "@types/estree@^1.0.6": +"@types/estree@^1.0.6", "@types/estree@1.0.8": version "1.0.8" resolved "https://registry.npmjs.org/@types/estree/-/estree-1.0.8.tgz" integrity sha512-dWHzHa2WqEXI/O1E9OjrocMTKJl2mSrEolh1Iomrv6U+JuNwaHXsXx9bLu5gG7BUWFIN0skIQJQ/L1rIex4X6w== @@ -1128,19 +808,19 @@ resolved "https://registry.npmjs.org/@types/json-schema/-/json-schema-7.0.15.tgz" integrity sha512-5+fP8P8MFNC+AyZCDxrB2pkZFPGzqQWUzpSeuuVLvm8VMcorNYavBqoFcxK8bQz4Qsbn4oUEEem4wDLfcysGHA== -"@types/node@^24.3.0": +"@types/node@^20.19.0 || >=22.12.0", "@types/node@^24.3.0": version "24.3.0" resolved "https://registry.npmjs.org/@types/node/-/node-24.3.0.tgz" integrity sha512-aPTXCrfwnDLj4VvXrm+UUCQjNEvJgNA8s5F1cvwQU+3KNltTOkBm1j30uNLyqqPNe7gE3KFzImYoZEfLhp4Yow== dependencies: undici-types "~7.10.0" -"@types/react-dom@^19.1.7": +"@types/react-dom@*", "@types/react-dom@^19.1.7": version "19.1.7" resolved "https://registry.npmjs.org/@types/react-dom/-/react-dom-19.1.7.tgz" integrity sha512-i5ZzwYpqjmrKenzkoLM2Ibzt6mAsM7pxB6BCIouEVVmgiqaMj1TjaK7hnA36hbW5aZv20kx7Lw6hWzPWg0Rurw== -"@types/react@^19.1.10": +"@types/react@*", "@types/react@^19.0.0", "@types/react@^19.1.10", "@types/react@>=16.8", "@types/react@>=18.0.0": version "19.1.10" resolved "https://registry.npmjs.org/@types/react/-/react-19.1.10.tgz" integrity sha512-EhBeSYX0Y6ye8pNebpKrwFJq7BoQ8J5SO6NlvNwwHjSj6adXJViPQrKlsyPw7hLBLvckEMO1yxeGdR82YBBlDg== @@ -1162,7 +842,7 @@ natural-compare "^1.4.0" ts-api-utils "^2.1.0" -"@typescript-eslint/parser@8.40.0": +"@typescript-eslint/parser@^8.40.0", "@typescript-eslint/parser@8.40.0": version "8.40.0" resolved "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-8.40.0.tgz" integrity sha512-jCNyAuXx8dr5KJMkecGmZ8KI61KBUhkCob+SD+C+I5+Y1FWI2Y3QmY4/cxMCC5WAsZqoEtEETVhUiUMIGCf6Bw== @@ -1190,7 +870,7 @@ "@typescript-eslint/types" "8.40.0" "@typescript-eslint/visitor-keys" "8.40.0" -"@typescript-eslint/tsconfig-utils@8.40.0", "@typescript-eslint/tsconfig-utils@^8.40.0": +"@typescript-eslint/tsconfig-utils@^8.40.0", "@typescript-eslint/tsconfig-utils@8.40.0": version "8.40.0" resolved "https://registry.npmjs.org/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.40.0.tgz" integrity sha512-jtMytmUaG9d/9kqSl/W3E3xaWESo4hFDxAIHGVW/WKKtQhesnRIJSAJO6XckluuJ6KDB5woD1EiqknriCtAmcw== @@ -1206,7 +886,7 @@ debug "^4.3.4" ts-api-utils "^2.1.0" -"@typescript-eslint/types@8.40.0", "@typescript-eslint/types@^8.40.0": +"@typescript-eslint/types@^8.40.0", "@typescript-eslint/types@8.40.0": version "8.40.0" resolved "https://registry.npmjs.org/@typescript-eslint/types/-/types-8.40.0.tgz" integrity sha512-ETdbFlgbAmXHyFPwqUIYrfc12ArvpBhEVgGAxVYSwli26dn8Ko+lIo4Su9vI9ykTZdJn+vJprs/0eZU0YMAEQg== @@ -1259,7 +939,7 @@ "@xyflow/react@^12.8.4": version "12.8.4" - resolved "https://registry.yarnpkg.com/@xyflow/react/-/react-12.8.4.tgz#db0eabd9e356c25f5ebf427413a8c5dd46113394" + resolved "https://registry.npmjs.org/@xyflow/react/-/react-12.8.4.tgz" integrity sha512-bqUu4T5QSHiCFPkoH+b+LROKwQJdLvcjhGbNW9c1dLafCBRjmH1IYz0zPE+lRDXCtQ9kRyFxz3tG19+8VORJ1w== dependencies: "@xyflow/system" "0.0.68" @@ -1286,7 +966,7 @@ acorn-jsx@^5.3.2: resolved "https://registry.npmjs.org/acorn-jsx/-/acorn-jsx-5.3.2.tgz" integrity sha512-rq9s+JNhf0IChjtDXxllJ7g41oZk5SlXtp0LHwyA5cejwn7vKmKp4pPri6YEePv2PU65sAsegbXtIinmDFDXgQ== -acorn@^8.15.0: +"acorn@^6.0.0 || ^7.0.0 || ^8.0.0", acorn@^8.15.0: version "8.15.0" resolved "https://registry.npmjs.org/acorn/-/acorn-8.15.0.tgz" integrity sha512-NZyJarBfL7nWwIq+FDL6Zp/yHEhePMNnnJ0y3qfieCrmNvYct8uvtiV41UvlSe6apAfk0fY1FbWx+NwfmpvtTg== @@ -1347,7 +1027,7 @@ braces@^3.0.3: dependencies: fill-range "^7.1.1" -browserslist@^4.24.0: +browserslist@^4.24.0, "browserslist@>= 4.21.0": version "4.25.3" resolved "https://registry.npmjs.org/browserslist/-/browserslist-4.25.3.tgz" integrity sha512-cDGv1kkDI4/0e5yON9yM5G/0A5u8sf5TnmdX5C9qHzI9PPu++sQ9zjm1k9NiOrf3riY4OkK0zSGqfvJyJsgCBQ== @@ -1443,7 +1123,7 @@ csstype@^3.0.2: resolved "https://registry.npmjs.org/d3-dispatch/-/d3-dispatch-3.0.1.tgz" integrity sha512-rzUyPU/S7rwUflMyLc1ETDeBj0NRuHKKAcvukozwhshr6g6c5d8zh4c2gQjY2bZ0dXeGLWc1PF174P2tVvKhfg== -"d3-drag@2 - 3", d3-drag@^3.0.0: +d3-drag@^3.0.0, "d3-drag@2 - 3": version "3.0.0" resolved "https://registry.npmjs.org/d3-drag/-/d3-drag-3.0.0.tgz" integrity sha512-pWbUJLdETVA8lQNJecMxoXfH6x+mO2UQo8rSmZ+QqxcbyA3hfeprFgIT//HW2nlHChWeIIMwS2Fq+gEARkhTkg== @@ -1456,14 +1136,14 @@ csstype@^3.0.2: resolved "https://registry.npmjs.org/d3-ease/-/d3-ease-3.0.1.tgz" integrity sha512-wR/XK3D3XcLIZwpbvQwQ5fK+8Ykds1ip7A2Txe0yxncXSdq1L9skcG7blcedkOX+ZcgxGAmLX1FrRGbADwzi0w== -"d3-interpolate@1 - 3", d3-interpolate@^3.0.1: +d3-interpolate@^3.0.1, "d3-interpolate@1 - 3": version "3.0.1" resolved "https://registry.npmjs.org/d3-interpolate/-/d3-interpolate-3.0.1.tgz" integrity sha512-3bYs1rOD33uo8aqJfKP3JWPAibgw8Zm2+L9vBKEHJ2Rg+viTR7o5Mmv5mZcieN+FRYaAOWX5SJATX6k1PWz72g== dependencies: d3-color "1 - 3" -"d3-selection@2 - 3", d3-selection@3, d3-selection@^3.0.0: +d3-selection@^3.0.0, "d3-selection@2 - 3", d3-selection@3: version "3.0.0" resolved "https://registry.npmjs.org/d3-selection/-/d3-selection-3.0.0.tgz" integrity sha512-fmTRWbNMmsmWq6xJV8D19U/gw/bwrHfNXxrIN+HfZgnzqTHp9jOmKMhsTUjXOJnZOdZY9Q28y4yebKzqDKlxlQ== @@ -1600,7 +1280,7 @@ eslint-visitor-keys@^4.2.1: resolved "https://registry.npmjs.org/eslint-visitor-keys/-/eslint-visitor-keys-4.2.1.tgz" integrity sha512-Uhdk5sfqcee/9H/rCOJikYz67o0a2Tw2hGRPOG2Y1R2dg7brRe1uG0yaNQDHu+TO/uQPF/5eCapvYSmHUjt7JQ== -eslint@^9.33.0: +"eslint@^3.0.0 || ^4.0.0 || ^5.0.0 || ^6.0.0 || ^7.0.0 || ^8.0.0-0 || ^9.0.0", "eslint@^6.0.0 || ^7.0.0 || >=8.0.0", "eslint@^8.57.0 || ^9.0.0", eslint@^9.33.0, eslint@>=8.40: version "9.33.0" resolved "https://registry.npmjs.org/eslint/-/eslint-9.33.0.tgz" integrity sha512-TS9bTNIryDzStCpJN93aC5VRSW3uTx9sClUn4B87pwiCaJh220otoI0X8mJKr+VcPtniMdN8GKjlwgWGUv5ZKA== @@ -1846,7 +1526,7 @@ isexe@^2.0.0: resolved "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz" integrity sha512-RHxMLp9lnKHGHRng9QFhRCMbYAcVpn69smSGcq3f36xjgVVWThj4qqLbTLlq7Ssj8B+fIQ1EuCEGI2lKsyQeIw== -jiti@^2.5.1: +jiti@*, jiti@^2.5.1, jiti@>=1.21.0: version "2.5.1" resolved "https://registry.npmjs.org/jiti/-/jiti-2.5.1.tgz" integrity sha512-twQoecYPiVA5K/h6SxtORw/Bs3ar+mLUtoPSc7iMXzQzK8d7eJ/R09wmTwAjiamETn1cXYPGfNnu7DMoHgu12w== @@ -1903,57 +1583,12 @@ levn@^0.4.1: prelude-ls "^1.2.1" type-check "~0.4.0" -lightningcss-darwin-arm64@1.30.1: - version "1.30.1" - resolved "https://registry.npmjs.org/lightningcss-darwin-arm64/-/lightningcss-darwin-arm64-1.30.1.tgz" - integrity sha512-c8JK7hyE65X1MHMN+Viq9n11RRC7hgin3HhYKhrMyaXflk5GVplZ60IxyoVtzILeKr+xAJwg6zK6sjTBJ0FKYQ== - -lightningcss-darwin-x64@1.30.1: - version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-darwin-x64/-/lightningcss-darwin-x64-1.30.1.tgz#e81105d3fd6330860c15fe860f64d39cff5fbd22" - integrity sha512-k1EvjakfumAQoTfcXUcHQZhSpLlkAuEkdMBsI/ivWw9hL+7FtilQc0Cy3hrx0AAQrVtQAbMI7YjCgYgvn37PzA== - -lightningcss-freebsd-x64@1.30.1: - version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-freebsd-x64/-/lightningcss-freebsd-x64-1.30.1.tgz#a0e732031083ff9d625c5db021d09eb085af8be4" - integrity sha512-kmW6UGCGg2PcyUE59K5r0kWfKPAVy4SltVeut+umLCFoJ53RdCUWxcRDzO1eTaxf/7Q2H7LTquFHPL5R+Gjyig== - -lightningcss-linux-arm-gnueabihf@1.30.1: - version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-linux-arm-gnueabihf/-/lightningcss-linux-arm-gnueabihf-1.30.1.tgz#1f5ecca6095528ddb649f9304ba2560c72474908" - integrity sha512-MjxUShl1v8pit+6D/zSPq9S9dQ2NPFSQwGvxBCYaBYLPlCWuPh9/t1MRS8iUaR8i+a6w7aps+B4N0S1TYP/R+Q== - -lightningcss-linux-arm64-gnu@1.30.1: - version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-linux-arm64-gnu/-/lightningcss-linux-arm64-gnu-1.30.1.tgz#eee7799726103bffff1e88993df726f6911ec009" - integrity sha512-gB72maP8rmrKsnKYy8XUuXi/4OctJiuQjcuqWNlJQ6jZiWqtPvqFziskH3hnajfvKB27ynbVCucKSm2rkQp4Bw== - -lightningcss-linux-arm64-musl@1.30.1: - version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-linux-arm64-musl/-/lightningcss-linux-arm64-musl-1.30.1.tgz#f2e4b53f42892feeef8f620cbb889f7c064a7dfe" - integrity sha512-jmUQVx4331m6LIX+0wUhBbmMX7TCfjF5FoOH6SD1CttzuYlGNVpA7QnrmLxrsub43ClTINfGSYyHe2HWeLl5CQ== - -lightningcss-linux-x64-gnu@1.30.1: - version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-linux-x64-gnu/-/lightningcss-linux-x64-gnu-1.30.1.tgz#2fc7096224bc000ebb97eea94aea248c5b0eb157" - integrity sha512-piWx3z4wN8J8z3+O5kO74+yr6ze/dKmPnI7vLqfSqI8bccaTGY5xiSGVIJBDd5K5BHlvVLpUB3S2YCfelyJ1bw== - -lightningcss-linux-x64-musl@1.30.1: - version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-linux-x64-musl/-/lightningcss-linux-x64-musl-1.30.1.tgz#66dca2b159fd819ea832c44895d07e5b31d75f26" - integrity sha512-rRomAK7eIkL+tHY0YPxbc5Dra2gXlI63HL+v1Pdi1a3sC+tJTcFrHX+E86sulgAXeI7rSzDYhPSeHHjqFhqfeQ== - -lightningcss-win32-arm64-msvc@1.30.1: - version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-win32-arm64-msvc/-/lightningcss-win32-arm64-msvc-1.30.1.tgz#7d8110a19d7c2d22bfdf2f2bb8be68e7d1b69039" - integrity sha512-mSL4rqPi4iXq5YVqzSsJgMVFENoa4nGTT/GjO2c0Yl9OuQfPsIfncvLrEW6RbbB24WtZ3xP/2CCmI3tNkNV4oA== - lightningcss-win32-x64-msvc@1.30.1: version "1.30.1" - resolved "https://registry.yarnpkg.com/lightningcss-win32-x64-msvc/-/lightningcss-win32-x64-msvc-1.30.1.tgz#fd7dd008ea98494b85d24b4bea016793f2e0e352" + resolved "https://registry.npmjs.org/lightningcss-win32-x64-msvc/-/lightningcss-win32-x64-msvc-1.30.1.tgz" integrity sha512-PVqXh48wh4T53F/1CCu8PIPCxLzWyCnn/9T5W1Jpmdy5h9Cwd+0YQS6/LwhHXSafuc61/xg9Lv5OrCby6a++jg== -lightningcss@1.30.1: +lightningcss@^1.21.0, lightningcss@1.30.1: version "1.30.1" resolved "https://registry.npmjs.org/lightningcss/-/lightningcss-1.30.1.tgz" integrity sha512-xi6IyHML+c9+Q3W0S4fCQJOym42pyurFiJUHEcEyHS0CeKzia4yZDEsLlqOFykxOdHpNy0NmvVO31vcSqAxJCg== @@ -2063,7 +1698,7 @@ natural-compare@^1.4.0: next-themes@^0.4.6: version "0.4.6" - resolved "https://registry.yarnpkg.com/next-themes/-/next-themes-0.4.6.tgz#8d7e92d03b8fea6582892a50a928c9b23502e8b6" + resolved "https://registry.npmjs.org/next-themes/-/next-themes-0.4.6.tgz" integrity sha512-pZvgD5L0IEvX5/9GWyHMf3m8BKiVQwsCMHfoFosXtXBMnaS0ZnIJ9ST4b4NqLVKDEm8QBxoNNGNaBv2JNF6XNA== node-releases@^2.0.19: @@ -2124,7 +1759,7 @@ picomatch@^2.3.1: resolved "https://registry.npmjs.org/picomatch/-/picomatch-2.3.1.tgz" integrity sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA== -picomatch@^4.0.3: +"picomatch@^3 || ^4", picomatch@^4.0.3: version "4.0.3" resolved "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz" integrity sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q== @@ -2153,7 +1788,7 @@ queue-microtask@^1.2.2: resolved "https://registry.npmjs.org/queue-microtask/-/queue-microtask-1.2.3.tgz" integrity sha512-NuaNSa6flKT5JaSYQzJok04JzTL1CA6aGhv5rfLW3PgqA+M2ChpZQnAC8h8i4ZFkBS8X5RqkDBHA7r4hej3K9A== -react-dom@^19.1.1: +"react-dom@^16.8 || ^17 || ^18 || ^19 || ^19.0.0-rc", "react-dom@^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", react-dom@^19.1.1, react-dom@>=16.8.0, react-dom@>=17: version "19.1.1" resolved "https://registry.npmjs.org/react-dom/-/react-dom-19.1.1.tgz" integrity sha512-Dlq/5LAZgF0Gaz6yiqZCf6VCcZs1ghAJyrsu84Q/GT0gV+mCxbfmKNoGRKBYMJ8IEdGPqu49YWXD02GCknEDkw== @@ -2192,7 +1827,7 @@ react-style-singleton@^2.2.2, react-style-singleton@^2.2.3: get-nonce "^1.0.0" tslib "^2.0.0" -react@^19.1.1: +"react@^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0", "react@^16.8 || ^17 || ^18 || ^19 || ^19.0.0-rc", "react@^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc", "react@^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0", "react@^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0 || ^19.0.0-rc", react@^19.1.1, react@>=16.8, react@>=16.8.0, react@>=17, react@>=18.0.0: version "19.1.1" resolved "https://registry.npmjs.org/react/-/react-19.1.1.tgz" integrity sha512-w8nqGImo45dmMIfljjMwOGtbmC/mk4CMYhWIicdSflH91J9TyCyczcPFXJzrZ/ZXcgGRFeP6BU0BEJTw6tZdfQ== @@ -2292,7 +1927,7 @@ tailwind-merge@^3.3.1: resolved "https://registry.npmjs.org/tailwind-merge/-/tailwind-merge-3.3.1.tgz" integrity sha512-gBXpgUm/3rp1lMZZrM/w7D8GKqshif0zAymAhbCyIt8KMe+0v9DQ7cdYLR4FHH/cKpdTXb+A/tKKU3eolfsI+g== -tailwindcss@4.1.12, tailwindcss@^4.1.12: +tailwindcss@^4.1.12, tailwindcss@4.1.12: version "4.1.12" resolved "https://registry.npmjs.org/tailwindcss/-/tailwindcss-4.1.12.tgz" integrity sha512-DzFtxOi+7NsFf7DBtI3BJsynR+0Yp6etH+nRPTbpWnS2pZBaSksv/JGctNwSWzbFjp0vxSqknaUylseZqMDGrA== @@ -2316,7 +1951,7 @@ tar@^7.4.3: tinyglobby@^0.2.15: version "0.2.15" - resolved "https://registry.yarnpkg.com/tinyglobby/-/tinyglobby-0.2.15.tgz#e228dd1e638cea993d2fdb4fcd2d4602a79951c2" + resolved "https://registry.npmjs.org/tinyglobby/-/tinyglobby-0.2.15.tgz" integrity sha512-j2Zq4NyQYG5XMST4cbs02Ak8iJUdxRM0XI5QyxXuZOzKOINmWurp3smXu3y5wDcJrptwpSjgXHzIQxR0omXljQ== dependencies: fdir "^6.5.0" @@ -2334,7 +1969,7 @@ ts-api-utils@^2.1.0: resolved "https://registry.npmjs.org/ts-api-utils/-/ts-api-utils-2.1.0.tgz" integrity sha512-CUgTZL1irw8u29bzrOD/nH85jqyc74D6SshFgujOIA7osm2Rz7dYH77agkx7H4FBNxDq7Cjf+IjaX/8zwFW+ZQ== -tslib@^2.0.0, tslib@^2.1.0, tslib@^2.4.0, tslib@^2.8.0: +tslib@^2.0.0, tslib@^2.1.0: version "2.8.1" resolved "https://registry.npmjs.org/tslib/-/tslib-2.8.1.tgz" integrity sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w== @@ -2361,7 +1996,7 @@ typescript-eslint@^8.39.1: "@typescript-eslint/typescript-estree" "8.40.0" "@typescript-eslint/utils" "8.40.0" -typescript@~5.8.3: +typescript@>=4.8.4, "typescript@>=4.8.4 <6.0.0", typescript@~5.8.3: version "5.8.3" resolved "https://registry.npmjs.org/typescript/-/typescript-5.8.3.tgz" integrity sha512-p1diW6TqL9L07nNxvRMM7hMMw4c5XOo/1ibL4aAIGmSAt9slTE1Xgw5KWuof2uTOvCg9BY7ZRi+GaF+7sfgPeQ== @@ -2401,15 +2036,15 @@ use-sidecar@^1.1.3: detect-node-es "^1.1.0" tslib "^2.0.0" -use-sync-external-store@^1.2.2: +use-sync-external-store@^1.2.2, use-sync-external-store@>=1.2.0: version "1.5.0" resolved "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.5.0.tgz" integrity sha512-Rb46I4cGGVBmjamjphe8L/UnvJD+uPPtTkNvX5mZgqdbavhI4EbgIWJiIHXJ8bc/i9EQGPRh4DwEURJ552Do0A== -vite@^7.1.11: - version "7.1.11" - resolved "https://registry.yarnpkg.com/vite/-/vite-7.1.11.tgz#4d006746112fee056df64985191e846ebfb6007e" - integrity sha512-uzcxnSDVjAopEUjljkWh8EIrg6tlzrjFUfMcR1EVsRDGwf/ccef0qQPRyOrROwhrTDaApueq+ja+KLPlzR/zdg== +"vite@^4.2.0 || ^5.0.0 || ^6.0.0 || ^7.0.0", "vite@^5.2.0 || ^6 || ^7", vite@^7.1.11: + version "7.1.12" + resolved "https://registry.npmjs.org/vite/-/vite-7.1.12.tgz" + integrity sha512-ZWyE8YXEXqJrrSLvYgrRP7p62OziLW7xI5HYGWFzOvupfAlrLvURSzv/FyGyy0eidogEM3ujU+kUG1zuHgb6Ug== dependencies: esbuild "^0.25.0" fdir "^6.5.0" @@ -2456,5 +2091,5 @@ zustand@^4.4.0: zustand@^5.0.8: version "5.0.8" - resolved "https://registry.yarnpkg.com/zustand/-/zustand-5.0.8.tgz#b998a0c088c7027a20f2709141a91cb07ac57f8a" + resolved "https://registry.npmjs.org/zustand/-/zustand-5.0.8.tgz" integrity sha512-gyPKpIaxY9XcO2vSMrLbiER7QMAMGOQZVRdJ6Zi782jkbzZygq5GI9nG8g+sMgitRtndwaBSl7uiqC49o1SSiw== diff --git a/python/packages/devui/pyproject.toml b/python/packages/devui/pyproject.toml index 02d1e7de0a4..ac313c23d30 100644 --- a/python/packages/devui/pyproject.toml +++ b/python/packages/devui/pyproject.toml @@ -4,7 +4,7 @@ description = "Debug UI for Microsoft Agent Framework with OpenAI-compatible API authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://github.com/microsoft/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ diff --git a/python/packages/lab/gaia/samples/azure_ai_agent.py b/python/packages/lab/gaia/samples/azure_ai_agent.py index 2fa4ce7e922..78b9c493278 100644 --- a/python/packages/lab/gaia/samples/azure_ai_agent.py +++ b/python/packages/lab/gaia/samples/azure_ai_agent.py @@ -10,8 +10,6 @@ AZURE_AI_MODEL_DEPLOYMENT_NAME: Name of the model deployment to use Optional Environment Variables: - BING_CONNECTION_NAME: Name of the Bing connection for web search - OR BING_CONNECTION_ID: ID of the Bing connection for web search Authentication: @@ -21,7 +19,7 @@ Example: export AZURE_AI_PROJECT_ENDPOINT="https://your-project.azure.com" export AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-4o" - export BING_CONNECTION_NAME="bing-grounding-connection" + export BING_CONNECTION_ID="connection-id" az login """ diff --git a/python/packages/lab/pyproject.toml b/python/packages/lab/pyproject.toml index d0a91e4147a..fce2c7bf4e9 100644 --- a/python/packages/lab/pyproject.toml +++ b/python/packages/lab/pyproject.toml @@ -4,7 +4,7 @@ description = "Experimental modules for Microsoft Agent Framework" authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", ] dependencies = [ "agent-framework-core", @@ -118,7 +119,7 @@ ignore = [ "INP001", # Ignore missing __init__.py in namespace packages. "RUF029", # Allow use of 'assert' statements; assertions are used for internal checks in experimental code. "ASYNC240", # Allow 'async for' outside of async functions in test and experimental code. -] +] [tool.coverage.run] omit = [ diff --git a/python/packages/mem0/pyproject.toml b/python/packages/mem0/pyproject.toml index a59acf5e868..b4a40bce301 100644 --- a/python/packages/mem0/pyproject.toml +++ b/python/packages/mem0/pyproject.toml @@ -4,7 +4,7 @@ description = "Mem0 integration for Microsoft Agent Framework." authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ diff --git a/python/packages/purview/pyproject.toml b/python/packages/purview/pyproject.toml index e7f120a23a6..93e64924f57 100644 --- a/python/packages/purview/pyproject.toml +++ b/python/packages/purview/pyproject.toml @@ -4,7 +4,7 @@ description = "Microsoft Purview (Graph dataSecurityAndGovernance) integration f authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://github.com/microsoft/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Framework :: Pydantic :: 2", "Typing :: Typed", ] diff --git a/python/packages/redis/pyproject.toml b/python/packages/redis/pyproject.toml index 3e359b522ea..30d66f39c8b 100644 --- a/python/packages/redis/pyproject.toml +++ b/python/packages/redis/pyproject.toml @@ -4,7 +4,7 @@ description = "Redis integration for Microsoft Agent Framework." authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ diff --git a/python/pyproject.toml b/python/pyproject.toml index 72eb4ba258b..41f7dbbb90e 100644 --- a/python/pyproject.toml +++ b/python/pyproject.toml @@ -4,7 +4,7 @@ description = "Microsoft Agent Framework for building AI Agents with Python. Thi authors = [{ name = "Microsoft", email = "af-support@microsoft.com"}] readme = "README.md" requires-python = ">=3.10" -version = "1.0.0b251104" +version = "1.0.0b251105" license-files = ["LICENSE"] urls.homepage = "https://aka.ms/agent-framework" urls.source = "https://github.com/microsoft/agent-framework/tree/main/python" @@ -19,6 +19,7 @@ classifiers = [ "Programming Language :: Python :: 3.11", "Programming Language :: Python :: 3.12", "Programming Language :: Python :: 3.13", + "Programming Language :: Python :: 3.14", "Typing :: Typed", ] dependencies = [ @@ -211,7 +212,7 @@ exclude_dirs = ["tests", "./run_tasks_in_packages_if_exists.py", "./check_md_cod executor.type = "uv" [tool.poe.tasks] -markdown-code-lint = """uv run python check_md_code_blocks.py README.md ./packages/**/README.md ./samples/**/*.md --exclude cookiecutter-agent-framework-lab --exclude tau2 --exclude packages/devui/frontend""" +markdown-code-lint = "uv run python check_md_code_blocks.py 'README.md' './packages/**/README.md' './samples/**/*.md' --exclude cookiecutter-agent-framework-lab --exclude tau2 --exclude 'packages/devui/frontend'" docs-install = "uv sync --all-packages --all-extras --dev -U --prerelease=if-necessary-or-explicit --group=docs" docs-clean = "rm -rf docs/build" docs-build = "uv run python ./docs/generate_docs.py" diff --git a/python/samples/README.md b/python/samples/README.md index f8602b33857..f70a3908921 100644 --- a/python/samples/README.md +++ b/python/samples/README.md @@ -218,9 +218,14 @@ This directory contains samples demonstrating the capabilities of Microsoft Agen | File | Description | |------|-------------| -| [`getting_started/tools/ai_tool_with_approval.py`](./getting_started/tools/ai_tool_with_approval.py) | Demonstration of a tool with approvals | -| [`getting_started/tools/ai_tool_with_approval_and_threads.py`](./getting_started/tools/ai_tool_with_approval_and_threads.py) | Tool Approvals with Threads | -| [`getting_started/tools/failing_tools.py`](./getting_started/tools/failing_tools.py) | Tool exceptions handled by returning the error for the agent to recover from | +| [`getting_started/tools/ai_function_declaration_only.py`](./getting_started/tools/ai_function_declaration_only.py) | Function declarations without implementations for testing agent reasoning | +| [`getting_started/tools/ai_function_from_dict_with_dependency_injection.py`](./getting_started/tools/ai_function_from_dict_with_dependency_injection.py) | Creating AI functions from dictionary definitions using dependency injection | +| [`getting_started/tools/ai_function_recover_from_failures.py`](./getting_started/tools/ai_function_recover_from_failures.py) | Graceful error handling when tools raise exceptions | +| [`getting_started/tools/ai_function_with_approval.py`](./getting_started/tools/ai_function_with_approval.py) | User approval workflows for function calls without threads | +| [`getting_started/tools/ai_function_with_approval_and_threads.py`](./getting_started/tools/ai_function_with_approval_and_threads.py) | Tool approval workflows using threads for conversation history management | +| [`getting_started/tools/ai_function_with_max_exceptions.py`](./getting_started/tools/ai_function_with_max_exceptions.py) | Limiting tool failure exceptions using max_invocation_exceptions | +| [`getting_started/tools/ai_function_with_max_invocations.py`](./getting_started/tools/ai_function_with_max_invocations.py) | Limiting total tool invocations using max_invocations | +| [`getting_started/tools/ai_functions_in_class.py`](./getting_started/tools/ai_functions_in_class.py) | Using ai_function decorator with class methods for stateful tools | ## Workflows diff --git a/python/samples/getting_started/agents/azure_ai/README.md b/python/samples/getting_started/agents/azure_ai/README.md index 77faa26192b..375f6824744 100644 --- a/python/samples/getting_started/agents/azure_ai/README.md +++ b/python/samples/getting_started/agents/azure_ai/README.md @@ -38,10 +38,8 @@ Before running the examples, you need to set up your environment variables. You AZURE_AI_MODEL_DEPLOYMENT_NAME="your-model-deployment-name" ``` -3. For samples using Bing Grounding search (like `azure_ai_with_bing_grounding.py` and `azure_ai_with_multiple_tools.py`), you'll also need either: +3. For samples using Bing Grounding search (like `azure_ai_with_bing_grounding.py` and `azure_ai_with_multiple_tools.py`), you'll also need: ``` - BING_CONNECTION_NAME="bing-grounding-connection" - # OR BING_CONNECTION_ID="your-bing-connection-id" ``` @@ -49,7 +47,7 @@ Before running the examples, you need to set up your environment variables. You - Go to [Azure AI Foundry portal](https://ai.azure.com) - Navigate to your project's "Connected resources" section - Add a new connection for "Grounding with Bing Search" - - Copy either the connection name or ID + - Copy the ID ### Option 2: Using environment variables directly @@ -58,9 +56,7 @@ Set the environment variables in your shell: ```bash export AZURE_AI_PROJECT_ENDPOINT="your-project-endpoint" export AZURE_AI_MODEL_DEPLOYMENT_NAME="your-model-deployment-name" -export BING_CONNECTION_NAME="your-bing-connection-name" # Optional, only needed for web search samples -# OR -export BING_CONNECTION_ID="your-bing-connection-id" # Alternative to BING_CONNECTION_NAME +export BING_CONNECTION_ID="your-bing-connection-id" ``` ### Required Variables @@ -70,4 +66,4 @@ export BING_CONNECTION_ID="your-bing-connection-id" # Alternative to BING_CONNE ### Optional Variables -- `BING_CONNECTION_NAME` or `BING_CONNECTION_ID`: Your Bing connection name or ID (required for `azure_ai_with_bing_grounding.py` and `azure_ai_with_multiple_tools.py`) +- `BING_CONNECTION_ID`: Your Bing connection ID (required for `azure_ai_with_bing_grounding.py` and `azure_ai_with_multiple_tools.py`) diff --git a/python/samples/getting_started/agents/azure_ai/azure_ai_with_azure_ai_search.py b/python/samples/getting_started/agents/azure_ai/azure_ai_with_azure_ai_search.py index c925514c890..7d094089bcd 100644 --- a/python/samples/getting_started/agents/azure_ai/azure_ai_with_azure_ai_search.py +++ b/python/samples/getting_started/agents/azure_ai/azure_ai_with_azure_ai_search.py @@ -5,6 +5,7 @@ from agent_framework import ChatAgent, CitationAnnotation from agent_framework.azure import AzureAIAgentClient +from azure.ai.agents.aio import AgentsClient from azure.ai.projects.aio import AIProjectClient from azure.ai.projects.models import ConnectionType from azure.identity.aio import AzureCliCredential @@ -38,16 +39,17 @@ async def main() -> None: # Create the client and manually create an agent with Azure AI Search tool async with ( AzureCliCredential() as credential, - AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as client, + AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as project_client, + AgentsClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as agents_client, ): ai_search_conn_id = "" - async for connection in client.connections.list(): + async for connection in project_client.connections.list(): if connection.type == ConnectionType.AZURE_AI_SEARCH: ai_search_conn_id = connection.id break # 1. Create Azure AI agent with the search tool - azure_ai_agent = await client.agents.create_agent( + azure_ai_agent = await project_client.agents.create_agent( model=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"], name="HotelSearchAgent", instructions=( @@ -69,7 +71,7 @@ async def main() -> None: ) # 2. Create chat client with the existing agent - chat_client = AzureAIAgentClient(project_client=client, agent_id=azure_ai_agent.id) + chat_client = AzureAIAgentClient(agents_client=agents_client, agent_id=azure_ai_agent.id) try: async with ChatAgent( @@ -112,7 +114,7 @@ async def main() -> None: finally: # Clean up the agent manually - await client.agents.delete_agent(azure_ai_agent.id) + await project_client.agents.delete_agent(azure_ai_agent.id) if __name__ == "__main__": diff --git a/python/samples/getting_started/agents/azure_ai/azure_ai_with_bing_grounding.py b/python/samples/getting_started/agents/azure_ai/azure_ai_with_bing_grounding.py index 6972eab8202..462bf26f7bf 100644 --- a/python/samples/getting_started/agents/azure_ai/azure_ai_with_bing_grounding.py +++ b/python/samples/getting_started/agents/azure_ai/azure_ai_with_bing_grounding.py @@ -12,8 +12,7 @@ Prerequisites: 1. A connected Grounding with Bing Search resource in your Azure AI project -2. Set either BING_CONNECTION_NAME or BING_CONNECTION_ID environment variable - Example: BING_CONNECTION_NAME="bing-grounding-connection" +2. Set BING_CONNECTION_ID environment variable Example: BING_CONNECTION_ID="your-bing-connection-id" To set up Bing Grounding: @@ -27,7 +26,7 @@ async def main() -> None: """Main function demonstrating Azure AI agent with Bing Grounding search.""" # 1. Create Bing Grounding search tool using HostedWebSearchTool - # The connection_name or ID will be automatically picked up from environment variable + # The connection ID will be automatically picked up from environment variable bing_search_tool = HostedWebSearchTool( name="Bing Grounding Search", description="Search the web for current information using Bing", diff --git a/python/samples/getting_started/agents/azure_ai/azure_ai_with_existing_agent.py b/python/samples/getting_started/agents/azure_ai/azure_ai_with_existing_agent.py index cbbfca486ee..f0fc2c79fcd 100644 --- a/python/samples/getting_started/agents/azure_ai/azure_ai_with_existing_agent.py +++ b/python/samples/getting_started/agents/azure_ai/azure_ai_with_existing_agent.py @@ -5,6 +5,7 @@ from agent_framework import ChatAgent from agent_framework.azure import AzureAIAgentClient +from azure.ai.agents.aio import AgentsClient from azure.ai.projects.aio import AIProjectClient from azure.identity.aio import AzureCliCredential @@ -22,16 +23,17 @@ async def main() -> None: # Create the client async with ( AzureCliCredential() as credential, - AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as client, + AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as project_client, + AgentsClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as agents_client, ): - azure_ai_agent = await client.agents.create_agent( + azure_ai_agent = await project_client.agents.create_agent( model=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"], # Create remote agent with default instructions # These instructions will persist on created agent for every run. instructions="End each response with [END].", ) - chat_client = AzureAIAgentClient(project_client=client, agent_id=azure_ai_agent.id) + chat_client = AzureAIAgentClient(agents_client=agents_client, agent_id=azure_ai_agent.id) try: async with ChatAgent( @@ -50,7 +52,7 @@ async def main() -> None: print(f"Agent: {result}\n") finally: # Clean up the agent manually - await client.agents.delete_agent(azure_ai_agent.id) + await project_client.agents.delete_agent(azure_ai_agent.id) if __name__ == "__main__": diff --git a/python/samples/getting_started/agents/azure_ai/azure_ai_with_existing_thread.py b/python/samples/getting_started/agents/azure_ai/azure_ai_with_existing_thread.py index 4ebd4626567..b96b6e56860 100644 --- a/python/samples/getting_started/agents/azure_ai/azure_ai_with_existing_thread.py +++ b/python/samples/getting_started/agents/azure_ai/azure_ai_with_existing_thread.py @@ -7,7 +7,7 @@ from agent_framework import ChatAgent from agent_framework.azure import AzureAIAgentClient -from azure.ai.projects.aio import AIProjectClient +from azure.ai.agents.aio import AgentsClient from azure.identity.aio import AzureCliCredential from pydantic import Field @@ -33,16 +33,16 @@ async def main() -> None: # Create the client async with ( AzureCliCredential() as credential, - AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as client, + AgentsClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as agents_client, ): # Create an thread that will persist - created_thread = await client.agents.threads.create() + created_thread = await agents_client.threads.create() try: async with ChatAgent( # passing in the client is optional here, so if you take the agent_id from the portal # you can use it directly without the two lines above. - chat_client=AzureAIAgentClient(project_client=client), + chat_client=AzureAIAgentClient(agents_client=agents_client), instructions="You are a helpful weather agent.", tools=get_weather, ) as agent: @@ -52,7 +52,7 @@ async def main() -> None: print(f"Result: {result}\n") finally: # Clean up the thread manually - await client.agents.threads.delete(created_thread.id) + await agents_client.threads.delete(created_thread.id) if __name__ == "__main__": diff --git a/python/samples/getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py b/python/samples/getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py index c695ea9a901..0ac2ee620c8 100644 --- a/python/samples/getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py +++ b/python/samples/getting_started/agents/azure_ai/azure_ai_with_explicit_settings.py @@ -41,6 +41,7 @@ async def main() -> None: model_deployment_name=os.environ["AZURE_AI_MODEL_DEPLOYMENT_NAME"], async_credential=credential, agent_name="WeatherAgent", + should_cleanup_agent=True, # Set to False if you want to disable automatic agent cleanup ), instructions="You are a helpful weather agent.", tools=get_weather, diff --git a/python/samples/getting_started/agents/azure_ai/azure_ai_with_hosted_mcp.py b/python/samples/getting_started/agents/azure_ai/azure_ai_with_hosted_mcp.py index dde78364454..fb9d13323eb 100644 --- a/python/samples/getting_started/agents/azure_ai/azure_ai_with_hosted_mcp.py +++ b/python/samples/getting_started/agents/azure_ai/azure_ai_with_hosted_mcp.py @@ -44,8 +44,6 @@ async def main() -> None: AzureCliCredential() as credential, AzureAIAgentClient(async_credential=credential) as chat_client, ): - # enable azure-ai observability - await chat_client.setup_azure_ai_observability() agent = chat_client.create_agent( name="DocsAgent", instructions="You are a helpful assistant that can help with microsoft documentation questions.", diff --git a/python/samples/getting_started/agents/azure_ai/azure_ai_with_multiple_tools.py b/python/samples/getting_started/agents/azure_ai/azure_ai_with_multiple_tools.py index 9e3d088343b..7d8a226f80a 100644 --- a/python/samples/getting_started/agents/azure_ai/azure_ai_with_multiple_tools.py +++ b/python/samples/getting_started/agents/azure_ai/azure_ai_with_multiple_tools.py @@ -69,8 +69,6 @@ async def main() -> None: AzureCliCredential() as credential, AzureAIAgentClient(async_credential=credential) as chat_client, ): - # enable azure-ai observability - await chat_client.setup_azure_ai_observability() agent = chat_client.create_agent( name="DocsAgent", instructions="You are a helpful assistant that can help with microsoft documentation questions.", diff --git a/python/samples/getting_started/observability/azure_ai_agent_observability.py b/python/samples/getting_started/observability/azure_ai_agent_observability.py index d30b7569c7e..e236e43ef28 100644 --- a/python/samples/getting_started/observability/azure_ai_agent_observability.py +++ b/python/samples/getting_started/observability/azure_ai_agent_observability.py @@ -9,7 +9,9 @@ from agent_framework import ChatAgent from agent_framework.azure import AzureAIAgentClient from agent_framework.observability import get_tracer +from azure.ai.agents.aio import AgentsClient from azure.ai.projects.aio import AIProjectClient +from azure.core.exceptions import ResourceNotFoundError from azure.identity.aio import AzureCliCredential from opentelemetry.trace import SpanKind from opentelemetry.trace.span import format_trace_id @@ -38,16 +40,36 @@ async def get_weather( return f"The weather in {location} is {conditions[randint(0, 3)]} with a high of {randint(10, 30)}°C." +async def setup_azure_ai_observability( + project_client: AIProjectClient, enable_sensitive_data: bool | None = None +) -> None: + """Use this method to setup tracing in your Azure AI Project. + + This will take the connection string from the AIProjectClient. + It will override any connection string that is set in the environment variables. + It will disable any OTLP endpoint that might have been set. + """ + try: + conn_string = await project_client.telemetry.get_application_insights_connection_string() + except ResourceNotFoundError: + print("No Application Insights connection string found for the Azure AI Project.") + return + from agent_framework.observability import setup_observability + + setup_observability(applicationinsights_connection_string=conn_string, enable_sensitive_data=enable_sensitive_data) + + async def main(): async with ( AzureCliCredential() as credential, - AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as project, - AzureAIAgentClient(project_client=project) as client, + AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as project_client, + AgentsClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as agents_client, + AzureAIAgentClient(agents_client=agents_client) as client, ): # This will enable tracing and configure the application to send telemetry data to the # Application Insights instance attached to the Azure AI project. # This will override any existing configuration. - await client.setup_azure_ai_observability() + await setup_azure_ai_observability(project_client) questions = ["What's the weather in Amsterdam?", "and in Paris, and which is better?", "Why is the sky blue?"] diff --git a/python/samples/getting_started/observability/azure_ai_chat_client_with_observability.py b/python/samples/getting_started/observability/azure_ai_chat_client_with_observability.py index 2dafa753dad..492e10fe51c 100644 --- a/python/samples/getting_started/observability/azure_ai_chat_client_with_observability.py +++ b/python/samples/getting_started/observability/azure_ai_chat_client_with_observability.py @@ -9,7 +9,9 @@ from agent_framework import HostedCodeInterpreterTool from agent_framework.azure import AzureAIAgentClient from agent_framework.observability import get_tracer +from azure.ai.agents.aio import AgentsClient from azure.ai.projects.aio import AIProjectClient +from azure.core.exceptions import ResourceNotFoundError from azure.identity.aio import AzureCliCredential from opentelemetry.trace import SpanKind from opentelemetry.trace.span import format_trace_id @@ -42,6 +44,25 @@ async def get_weather( return f"The weather in {location} is {conditions[randint(0, 3)]} with a high of {randint(10, 30)}°C." +async def setup_azure_ai_observability( + project_client: AIProjectClient, enable_sensitive_data: bool | None = None +) -> None: + """Use this method to setup tracing in your Azure AI Project. + + This will take the connection string from the AIProjectClient instance. + It will override any connection string that is set in the environment variables. + It will disable any OTLP endpoint that might have been set. + """ + try: + conn_string = await project_client.telemetry.get_application_insights_connection_string() + except ResourceNotFoundError: + print("No Application Insights connection string found for the Azure AI Project.") + return + from agent_framework.observability import setup_observability + + setup_observability(applicationinsights_connection_string=conn_string, enable_sensitive_data=enable_sensitive_data) + + async def main() -> None: """Run an AI service. @@ -62,13 +83,14 @@ async def main() -> None: ] async with ( AzureCliCredential() as credential, - AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as project, - AzureAIAgentClient(project_client=project) as client, + AIProjectClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as project_client, + AgentsClient(endpoint=os.environ["AZURE_AI_PROJECT_ENDPOINT"], credential=credential) as agents_client, + AzureAIAgentClient(agents_client=agents_client) as client, ): # This will enable tracing and configure the application to send telemetry data to the # Application Insights instance attached to the Azure AI project. # This will override any existing configuration. - await client.setup_azure_ai_observability() + await setup_azure_ai_observability(project_client) with get_tracer().start_as_current_span( name="Foundry Telemetry from Agent Framework", kind=SpanKind.CLIENT diff --git a/python/samples/getting_started/tools/README.md b/python/samples/getting_started/tools/README.md index e69de29bb2d..66ca227da61 100644 --- a/python/samples/getting_started/tools/README.md +++ b/python/samples/getting_started/tools/README.md @@ -0,0 +1,119 @@ +# Tools Examples + +This folder contains examples demonstrating how to use AI functions (tools) with the Agent Framework. AI functions allow agents to interact with external systems, perform computations, and execute custom logic. + +## Examples + +| File | Description | +|------|-------------| +| [`ai_function_declaration_only.py`](ai_function_declaration_only.py) | Demonstrates how to create function declarations without implementations. Useful for testing agent reasoning about tool usage or when tools are defined elsewhere. Shows how agents request tool calls even when the tool won't be executed. | +| [`ai_function_from_dict_with_dependency_injection.py`](ai_function_from_dict_with_dependency_injection.py) | Shows how to create AI functions from dictionary definitions using dependency injection. The function implementation is injected at runtime during deserialization, enabling dynamic tool creation and configuration. Note: This serialization/deserialization feature is in active development. | +| [`ai_function_recover_from_failures.py`](ai_function_recover_from_failures.py) | Demonstrates graceful error handling when tools raise exceptions. Shows how agents receive error information and can recover from failures, deciding whether to retry or respond differently based on the exception. | +| [`ai_function_with_approval.py`](ai_function_with_approval.py) | Shows how to implement user approval workflows for function calls without using threads. Demonstrates both streaming and non-streaming approval patterns where users can approve or reject function executions before they run. | +| [`ai_function_with_approval_and_threads.py`](ai_function_with_approval_and_threads.py) | Demonstrates tool approval workflows using threads for automatic conversation history management. Shows how threads simplify approval workflows by automatically storing and retrieving conversation context. Includes both approval and rejection examples. | +| [`ai_function_with_max_exceptions.py`](ai_function_with_max_exceptions.py) | Shows how to limit the number of times a tool can fail with exceptions using `max_invocation_exceptions`. Useful for preventing expensive tools from being called repeatedly when they keep failing. | +| [`ai_function_with_max_invocations.py`](ai_function_with_max_invocations.py) | Demonstrates limiting the total number of times a tool can be invoked using `max_invocations`. Useful for rate-limiting expensive operations or ensuring tools are only called a specific number of times per conversation. | +| [`ai_functions_in_class.py`](ai_functions_in_class.py) | Shows how to use `ai_function` decorator with class methods to create stateful tools. Demonstrates how class state can control tool behavior dynamically, allowing you to adjust tool functionality at runtime by modifying class properties. | + +## Key Concepts + +### AI Function Features + +- **Function Declarations**: Define tool schemas without implementations for testing or external tools +- **Dependency Injection**: Create tools from configurations with runtime-injected implementations +- **Error Handling**: Gracefully handle and recover from tool execution failures +- **Approval Workflows**: Require user approval before executing sensitive or important operations +- **Invocation Limits**: Control how many times tools can be called or fail +- **Stateful Tools**: Use class methods as tools to maintain state and dynamically control behavior + +### Common Patterns + +#### Basic Tool Definition + +```python +from agent_framework import ai_function +from typing import Annotated + +@ai_function +def my_tool(param: Annotated[str, "Description"]) -> str: + """Tool description for the AI.""" + return f"Result: {param}" +``` + +#### Tool with Approval + +```python +@ai_function(approval_mode="always_require") +def sensitive_operation(data: Annotated[str, "Data to process"]) -> str: + """This requires user approval before execution.""" + return f"Processed: {data}" +``` + +#### Tool with Invocation Limits + +```python +@ai_function(max_invocations=3) +def limited_tool() -> str: + """Can only be called 3 times total.""" + return "Result" + +@ai_function(max_invocation_exceptions=2) +def fragile_tool() -> str: + """Can only fail 2 times before being disabled.""" + return "Result" +``` + +#### Stateful Tools with Classes + +```python +class MyTools: + def __init__(self, mode: str = "normal"): + self.mode = mode + + def process(self, data: Annotated[str, "Data to process"]) -> str: + """Process data based on current mode.""" + if self.mode == "safe": + return f"Safely processed: {data}" + return f"Processed: {data}" + +# Create instance and use methods as tools +tools = MyTools(mode="safe") +agent = client.create_agent(tools=tools.process) + +# Change behavior dynamically +tools.mode = "normal" +``` + +### Error Handling + +When tools raise exceptions: +1. The exception is captured and sent to the agent as a function result +2. The agent receives the error message and can reason about what went wrong +3. The agent can retry with different parameters, use alternative tools, or explain the issue to the user +4. With invocation limits, tools can be disabled after repeated failures + +### Approval Workflows + +Two approaches for handling approvals: + +1. **Without Threads**: Manually manage conversation context, including the query, approval request, and response in each iteration +2. **With Threads**: Thread automatically manages conversation history, simplifying the approval workflow + +## Usage Tips + +- Use **declaration-only** functions when you want to test agent reasoning without execution +- Use **dependency injection** for dynamic tool configuration and plugin architectures +- Implement **approval workflows** for operations that modify data, spend money, or require human oversight +- Set **invocation limits** to prevent runaway costs or infinite loops with expensive tools +- Handle **exceptions gracefully** to create robust agents that can recover from failures +- Use **class-based tools** when you need to maintain state or dynamically adjust tool behavior at runtime + +## Running the Examples + +Each example is a standalone Python script that can be run directly: + +```bash +uv run python ai_function_with_approval.py +``` + +Make sure you have the necessary environment variables configured (like `OPENAI_API_KEY` or Azure credentials) before running the examples. diff --git a/python/samples/getting_started/tools/ai_function_declaration_only.py b/python/samples/getting_started/tools/ai_function_declaration_only.py new file mode 100644 index 00000000000..03a2e8f8edc --- /dev/null +++ b/python/samples/getting_started/tools/ai_function_declaration_only.py @@ -0,0 +1,75 @@ +# Copyright (c) Microsoft. All rights reserved. + +from agent_framework import AIFunction +from agent_framework.openai import OpenAIResponsesClient + +""" +Example of how to create a function that only consists of a declaration without an implementation. +This is useful when you want the agent to use tools that are defined elsewhere or when you want +to test the agent's ability to reason about tool usage without executing them. + +The only difference is that you provide an AIFunction without a function. +If you need a input_model, you can still provide that as well. +""" + + +async def main(): + function_declaration = AIFunction[None, None]( + name="get_current_time", + description="Get the current time in ISO 8601 format.", + ) + + agent = OpenAIResponsesClient().create_agent( + name="DeclarationOnlyToolAgent", + instructions="You are a helpful agent that uses tools.", + tools=function_declaration, + ) + query = "What is the current time?" + print(f"User: {query}") + result = await agent.run(query) + print(f"Result: {result.to_json(indent=2)}\n") + + +""" +Expected result: +User: What is the current time? +Result: { + "type": "agent_run_response", + "messages": [ + { + "type": "chat_message", + "role": { + "type": "role", + "value": "assistant" + }, + "contents": [ + { + "type": "function_call", + "call_id": "call_0flN9rfGLK8LhORy4uMDiRSC", + "name": "get_current_time", + "arguments": "{}", + "fc_id": "fc_0fd5f269955c589f016904c46584348195b84a8736e61248de" + } + ], + "author_name": "DeclarationOnlyToolAgent", + "additional_properties": {} + } + ], + "response_id": "resp_0fd5f269955c589f016904c462d5cc819599d28384ba067edc", + "created_at": "2025-10-31T15:14:58.000000Z", + "usage_details": { + "type": "usage_details", + "input_token_count": 63, + "output_token_count": 145, + "total_token_count": 208, + "openai.reasoning_tokens": 128 + }, + "additional_properties": {} +} +""" + + +if __name__ == "__main__": + import asyncio + + asyncio.run(main()) diff --git a/python/samples/getting_started/tools/tool_with_injected_func.py b/python/samples/getting_started/tools/ai_function_from_dict_with_dependency_injection.py similarity index 100% rename from python/samples/getting_started/tools/tool_with_injected_func.py rename to python/samples/getting_started/tools/ai_function_from_dict_with_dependency_injection.py diff --git a/python/samples/getting_started/tools/failing_tools.py b/python/samples/getting_started/tools/ai_function_recover_from_failures.py similarity index 100% rename from python/samples/getting_started/tools/failing_tools.py rename to python/samples/getting_started/tools/ai_function_recover_from_failures.py diff --git a/python/samples/getting_started/tools/ai_tool_with_approval.py b/python/samples/getting_started/tools/ai_function_with_approval.py similarity index 100% rename from python/samples/getting_started/tools/ai_tool_with_approval.py rename to python/samples/getting_started/tools/ai_function_with_approval.py diff --git a/python/samples/getting_started/tools/ai_tool_with_approval_and_threads.py b/python/samples/getting_started/tools/ai_function_with_approval_and_threads.py similarity index 100% rename from python/samples/getting_started/tools/ai_tool_with_approval_and_threads.py rename to python/samples/getting_started/tools/ai_function_with_approval_and_threads.py diff --git a/python/samples/getting_started/tools/ai_function_with_max_exceptions.py b/python/samples/getting_started/tools/ai_function_with_max_exceptions.py new file mode 100644 index 00000000000..b1600b7299b --- /dev/null +++ b/python/samples/getting_started/tools/ai_function_with_max_exceptions.py @@ -0,0 +1,188 @@ +# Copyright (c) Microsoft. All rights reserved. + +import asyncio +from typing import Annotated + +from agent_framework import FunctionCallContent, FunctionResultContent, ai_function +from agent_framework.openai import OpenAIResponsesClient + +""" +Some tools are very expensive to run, so you may want to limit the number of times +it tries to call them and fails. This sample shows a tool that can only raise exceptions a +limited number of times. +""" + + +# we trick the AI into calling this function with 0 as denominator to trigger the exception +@ai_function(max_invocation_exceptions=1) +def safe_divide( + a: Annotated[int, "Numerator"], + b: Annotated[int, "Denominator"], +) -> str: + """Divide two numbers can be used with 0 as denominator.""" + try: + result = a / b # Will raise ZeroDivisionError + except ZeroDivisionError as exc: + print(f" Tool failed with error: {exc}") + raise + + return f"{a} / {b} = {result}" + + +async def main(): + # tools = Tools() + agent = OpenAIResponsesClient().create_agent( + name="ToolAgent", + instructions="Use the provided tools.", + tools=[safe_divide], + ) + thread = agent.get_new_thread() + print("=" * 60) + print("Step 1: Call divide(10, 0) - tool raises exception") + response = await agent.run("Divide 10 by 0", thread=thread) + print(f"Response: {response.text}") + print("=" * 60) + print("Step 2: Call divide(100, 0) - will refuse to execute due to max_invocation_exceptions") + response = await agent.run("Divide 100 by 0", thread=thread) + print(f"Response: {response.text}") + print("=" * 60) + print(f"Number of tool calls attempted: {safe_divide.invocation_count}") + print(f"Number of tool calls failed: {safe_divide.invocation_exception_count}") + print("Replay the conversation:") + assert thread.message_store + assert thread.message_store.list_messages + for idx, msg in enumerate(await thread.message_store.list_messages()): + if msg.text: + print(f"{idx + 1} {msg.author_name or msg.role}: {msg.text} ") + for content in msg.contents: + if isinstance(content, FunctionCallContent): + print( + f"{idx + 1} {msg.author_name}: calling function: {content.name} with arguments: {content.arguments}" + ) + if isinstance(content, FunctionResultContent): + print(f"{idx + 1} {msg.role}: {content.result if content.result else content.exception}") + + +""" +Expected Output: +============================================================ +Step 1: Call divide(10, 0) - tool raises exception + Tool failed with error: division by zero +[2025-10-31 15:39:53 - /Users/edvan/Work/agent-framework/python/packages/core/agent_framework/_tools.py:718 - ERROR] +Function failed. Error: division by zero +Response: Division by zero is undefined in standard arithmetic. There is no finite value for 10 ÷ 0. + +If you want alternatives: +- A valid example: 10 ÷ 2 = 5. +- To handle safely in code, you can check the denominator first (e.g., in Python: if b == 0: + handle error else: compute a/b). +- If you’re curious about limits: as x → 0+, 10/x → +∞; as x → 0−, 10/x → −∞; there is no finite limit. + +Would you like me to show a safe division snippet in a specific language, or compute something else? +============================================================ +Step 2: Call divide(100, 0) - will refuse to execute due to max_invocations +[2025-10-31 15:40:09 - /Users/edvan/Work/agent-framework/python/packages/core/agent_framework/_tools.py:718 - ERROR] +Function failed. Error: Function 'safe_divide' has reached its maximum exception limit, you tried to use this +tool too many times and it kept failing. +Response: Division by zero is undefined in standard arithmetic, so 100 ÷ 0 has no finite value. + +If you’re coding and want safe handling, here are quick patterns in a few languages: + +- Python + def safe_divide(a, b): + if b == 0: + return None # or raise an exception + return a / b + + safe_divide(100, 0) # -> None + +- JavaScript + function safeDivide(a, b) { + if (b === 0) return undefined; // or throw + return a / b; + } + + safeDivide(100, 0) // -> undefined + +- Java + public static Double safeDivide(double a, double b) { + if (b == 0.0) throw new ArithmeticException("Divide by zero"); + return a / b; + } + + safeDivide(100, 0) // -> exception + +- C/C++ + double safeDivide(double a, double b) { + if (b == 0.0) return std::numeric_limits::infinity(); // or handle error + return a / b; + } + +Note: In many languages, dividing by zero with floating-point numbers yields Infinity (or -Infinity) or NaN, +but integer division typically raises an error. + +Would you like a snippet in a specific language or to see a math explanation (limits) for what happens as the +divisor approaches zero? +============================================================ +Number of tool calls attempted: 1 +Number of tool calls failed: 1 +Replay the conversation: +1 user: Divide 10 by 0 +2 ToolAgent: calling function: safe_divide with arguments: {"a":10,"b":0} +3 tool: division by zero +4 ToolAgent: Division by zero is undefined in standard arithmetic. There is no finite value for 10 ÷ 0. + +If you want alternatives: +- A valid example: 10 ÷ 2 = 5. +- To handle safely in code, you can check the denominator first (e.g., in Python: if b == 0: + handle error else: compute a/b). +- If you’re curious about limits: as x → 0+, 10/x → +∞; as x → 0−, 10/x → −∞; there is no finite limit. + +Would you like me to show a safe division snippet in a specific language, or compute something else? +5 user: Divide 100 by 0 +6 ToolAgent: calling function: safe_divide with arguments: {"a":100,"b":0} +7 tool: Function 'safe_divide' has reached its maximum exception limit, you tried to use this tool too many times + and it kept failing. +8 ToolAgent: Division by zero is undefined in standard arithmetic, so 100 ÷ 0 has no finite value. + +If you’re coding and want safe handling, here are quick patterns in a few languages: + +- Python + def safe_divide(a, b): + if b == 0: + return None # or raise an exception + return a / b + + safe_divide(100, 0) # -> None + +- JavaScript + function safeDivide(a, b) { + if (b === 0) return undefined; // or throw + return a / b; + } + + safeDivide(100, 0) // -> undefined + +- Java + public static Double safeDivide(double a, double b) { + if (b == 0.0) throw new ArithmeticException("Divide by zero"); + return a / b; + } + + safeDivide(100, 0) // -> exception + +- C/C++ + double safeDivide(double a, double b) { + if (b == 0.0) return std::numeric_limits::infinity(); // or handle error + return a / b; + } + +Note: In many languages, dividing by zero with floating-point numbers yields Infinity (or -Infinity) or NaN, +but integer division typically raises an error. + +Would you like a snippet in a specific language or to see a math explanation (limits) for what happens as the +divisor approaches zero? +""" + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/python/samples/getting_started/tools/ai_function_with_max_invocations.py b/python/samples/getting_started/tools/ai_function_with_max_invocations.py new file mode 100644 index 00000000000..6a52e91329b --- /dev/null +++ b/python/samples/getting_started/tools/ai_function_with_max_invocations.py @@ -0,0 +1,89 @@ +# Copyright (c) Microsoft. All rights reserved. + +import asyncio +from typing import Annotated + +from agent_framework import FunctionCallContent, FunctionResultContent, ai_function +from agent_framework.openai import OpenAIResponsesClient + +""" +For tools you can specify if there is a maximum number of invocations allowed. +This sample shows a tool that can only be invoked once. +""" + + +@ai_function(max_invocations=1) +def unicorn_function(times: Annotated[int, "The number of unicorns to return."]) -> str: + """This function returns precious unicorns!""" + return f"{'🦄' * times}✨" + + +async def main(): + # tools = Tools() + agent = OpenAIResponsesClient().create_agent( + name="ToolAgent", + instructions="Use the provided tools.", + tools=[unicorn_function], + ) + thread = agent.get_new_thread() + print("=" * 60) + print("Step 1: Call unicorn_function") + response = await agent.run("Call 5 unicorns!", thread=thread) + print(f"Response: {response.text}") + print("=" * 60) + print("Step 2: Call unicorn_function again - will refuse to execute due to max_invocations") + response = await agent.run("Call 10 unicorns and use the function to do it.", thread=thread) + print(f"Response: {response.text}") + print("=" * 60) + print(f"Number of tool calls attempted: {unicorn_function.invocation_count}") + print(f"Number of tool calls failed: {unicorn_function.invocation_exception_count}") + print("Replay the conversation:") + assert thread.message_store + assert thread.message_store.list_messages + for idx, msg in enumerate(await thread.message_store.list_messages()): + if msg.text: + print(f"{idx + 1} {msg.author_name or msg.role}: {msg.text} ") + for content in msg.contents: + if isinstance(content, FunctionCallContent): + print( + f"{idx + 1} {msg.author_name}: calling function: {content.name} with arguments: {content.arguments}" + ) + if isinstance(content, FunctionResultContent): + print(f"{idx + 1} {msg.role}: {content.result if content.result else content.exception}") + + +""" +Expected Output: +============================================================ +Step 1: Call unicorn_function +Response: Five unicorns summoned: 🦄🦄🦄🦄🦄✨ +============================================================ +Step 2: Call unicorn_function again - will refuse to execute due to max_invocations +[2025-10-31 15:54:40 - /Users/edvan/Work/agent-framework/python/packages/core/agent_framework/_tools.py:718 - ERROR] +Function failed. Error: Function 'unicorn_function' has reached its maximum invocation limit, +you can no longer use this tool. +Response: The unicorn function has reached its maximum invocation limit. I can’t call it again right now. + +Here are 10 unicorns manually: 🦄 🦄 🦄 🦄 🦄 🦄 🦄 🦄 🦄 🦄 + +Would you like me to try again later, or generate something else? +============================================================ +Number of tool calls attempted: 1 +Number of tool calls failed: 0 +Replay the conversation: +1 user: Call 5 unicorns! +2 ToolAgent: calling function: unicorn_function with arguments: {"times":5} +3 tool: 🦄🦄🦄🦄🦄✨ +4 ToolAgent: Five unicorns summoned: 🦄🦄🦄🦄🦄✨ +5 user: Call 10 unicorns and use the function to do it. +6 ToolAgent: calling function: unicorn_function with arguments: {"times":10} +7 tool: Function 'unicorn_function' has reached its maximum invocation limit, you can no longer use this tool. +8 ToolAgent: The unicorn function has reached its maximum invocation limit. I can’t call it again right now. + +Here are 10 unicorns manually: 🦄 🦄 🦄 🦄 🦄 🦄 🦄 🦄 🦄 🦄 + +Would you like me to try again later, or generate something else? +""" + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/python/samples/getting_started/tools/ai_functions_in_class.py b/python/samples/getting_started/tools/ai_functions_in_class.py new file mode 100644 index 00000000000..995383cc708 --- /dev/null +++ b/python/samples/getting_started/tools/ai_functions_in_class.py @@ -0,0 +1,100 @@ +# Copyright (c) Microsoft. All rights reserved. + +import asyncio +from typing import Annotated + +from agent_framework import ai_function +from agent_framework.openai import OpenAIResponsesClient + +""" +This sample demonstrates using ai_function within a class, +showing how to manage state within the class that affects tool behavior. + +And how to use ai_function-decorated methods as tools in an agent in order to adjust the behavior of a tool. +""" + + +class MyFunctionClass: + def __init__(self, safe: bool = False) -> None: + """Simple class with two ai_functions: divide and add. + + The safe parameter controls whether divide raises on division by zero or returns `infinity` for divide by zero. + """ + self.safe = safe + + def divide( + self, + a: Annotated[int, "Numerator"], + b: Annotated[int, "Denominator"], + ) -> str: + """Divide two numbers, safe to use also with 0 as denominator.""" + result = "∞" if b == 0 and self.safe else a / b + return f"{a} / {b} = {result}" + + def add( + self, + x: Annotated[int, "First number"], + y: Annotated[int, "Second number"], + ) -> str: + return f"{x} + {y} = {x + y}" + + +async def main(): + # Creating my function class with safe division enabled + tools = MyFunctionClass(safe=True) + # Applying the ai_function decorator to one of the methods of the class + add_function = ai_function(description="Add two numbers.")(tools.add) + + agent = OpenAIResponsesClient().create_agent( + name="ToolAgent", + instructions="Use the provided tools.", + ) + print("=" * 60) + print("Step 1: Call divide(10, 0) - tool returns infinity") + query = "Divide 10 by 0" + response = await agent.run( + query, + tools=[add_function, tools.divide], + ) + print(f"Response: {response.text}") + print("=" * 60) + print("Step 2: Call set safe to False and call again") + # Disabling safe mode to allow exceptions + tools.safe = False + response = await agent.run(query, tools=[add_function, tools.divide]) + print(f"Response: {response.text}") + print("=" * 60) + + +""" +Expected Output: +============================================================ +Step 1: Call divide(10, 0) - tool returns infinity +Response: Division by zero is undefined in standard arithmetic. There is no real number that equals 10 divided by 0. + +- If you look at limits: as x → 0+ (denominator approaches 0 from the positive side), 10/x → +∞; as x → 0−, 10/x → −∞. +- Some calculators may display "infinity" or give an error, but that's not a real number. + +If you want a numeric surrogate, you can use a small nonzero denominator, e.g., 10/0.001 = 10000. Would you like to +see more on limits or handle it with a tiny epsilon? +============================================================ +Step 2: Call set safe to False and call again +[2025-10-31 16:17:44 - /Users/edvan/Work/agent-framework/python/packages/core/agent_framework/_tools.py:718 - ERROR] +Function failed. Error: division by zero +Response: Division by zero is undefined in standard arithmetic. There is no number y such that 0 × y = 10. + +If you’re looking at limits: +- as x → 0+, 10/x → +∞ +- as x → 0−, 10/x → −∞ +So the limit does not exist. + +In programming, dividing by zero usually raises an error or results in special values (e.g., NaN or ∞) depending +on the language. + +If you want, tell me what you’d like to do instead (e.g., compute 10 divided by 2, or handle division by zero safely +in code), and I can help with examples. +============================================================ +""" + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/python/samples/getting_started/tools/function_invocation_configuration.py b/python/samples/getting_started/tools/function_invocation_configuration.py new file mode 100644 index 00000000000..bb0e6b07982 --- /dev/null +++ b/python/samples/getting_started/tools/function_invocation_configuration.py @@ -0,0 +1,58 @@ +# Copyright (c) Microsoft. All rights reserved. + +import asyncio +from typing import Annotated + +from agent_framework.openai import OpenAIResponsesClient + +""" +This sample demonstrates how to configure function invocation settings +for an client and use a simple ai_function as a tool in an agent. + +This behavior is the same for all chat client types. +""" + + +def add( + x: Annotated[int, "First number"], + y: Annotated[int, "Second number"], +) -> str: + return f"{x} + {y} = {x + y}" + + +async def main(): + client = OpenAIResponsesClient() + if client.function_invocation_configuration is not None: + client.function_invocation_configuration.include_detailed_errors = True + client.function_invocation_configuration.max_iterations = 40 + print(f"Function invocation configured as: \n{client.function_invocation_configuration.to_json(indent=2)}") + + agent = client.create_agent(name="ToolAgent", instructions="Use the provided tools.", tools=add) + + print("=" * 60) + print("Call add(239847293, 29834)") + query = "Add 239847293 and 29834" + response = await agent.run(query) + print(f"Response: {response.text}") + + +""" +Expected Output: +============================================================ +Function invocation configured as: +{ + "type": "function_invocation_configuration", + "enabled": true, + "max_iterations": 40, + "max_consecutive_errors_per_request": 3, + "terminate_on_unknown_calls": false, + "additional_tools": [], + "include_detailed_errors": true +} +============================================================ +Call add(239847293, 29834) +Response: 239,877,127 +""" + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/python/samples/getting_started/workflows/agents/mixed_agents_and_executors.py b/python/samples/getting_started/workflows/agents/mixed_agents_and_executors.py new file mode 100644 index 00000000000..cb71ba72e64 --- /dev/null +++ b/python/samples/getting_started/workflows/agents/mixed_agents_and_executors.py @@ -0,0 +1,103 @@ +# Copyright (c) Microsoft. All rights reserved. + +import asyncio +from typing import Never + +from agent_framework import ( + AgentExecutorResponse, + Executor, + HostedCodeInterpreterTool, + WorkflowBuilder, + WorkflowContext, + handler, +) +from agent_framework.azure import AzureAIAgentClient +from azure.identity.aio import AzureCliCredential + +""" +This sample demonstrates how to create a workflow that combines an AI agent executor +with a custom executor. + +The workflow consists of two stages: +1. An AI agent with code interpreter capabilities that generates and executes Python code +2. An evaluator executor that reviews the agent's output and provides a final assessment + +Key concepts demonstrated: +- Creating an AI agent with tool capabilities (HostedCodeInterpreterTool) +- Building workflows using WorkflowBuilder with an agent and a custom executor +- Using the @handler decorator in the executor to process AgentExecutorResponse from the agent +- Connecting workflow executors with edges to create a processing pipeline +- Yielding final outputs from terminal executors +- Non-streaming workflow execution and result collection + +Prerequisites: +- Azure AI services configured with required environment variables +- Azure CLI authentication (run 'az login' before executing) +- Basic understanding of async Python and workflow concepts +""" + + +class Evaluator(Executor): + """Custom executor that evaluates the output from an AI agent. + + This executor demonstrates how to: + - Create a custom workflow executor that processes agent responses + - Use the @handler decorator to define the processing logic + - Access agent execution details including response text and usage metrics + - Yield final results to complete the workflow execution + + The evaluator checks if the agent successfully generated the Fibonacci sequence + and provides feedback on correctness along with resource consumption details. + """ + + @handler + async def handle(self, message: AgentExecutorResponse, ctx: WorkflowContext[Never, str]) -> None: + """Evaluate the agent's response and complete the workflow with a final assessment. + + This handler: + 1. Receives the AgentExecutorResponse containing the agent's complete interaction + 2. Checks if the expected Fibonacci sequence appears in the response text + 3. Extracts usage details (token consumption, execution time, etc.) + 4. Yields a final evaluation string to complete the workflow + + Args: + message: The response from the Azure AI agent containing text and metadata + ctx: Workflow context for yielding the final output string + """ + target_text = "1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89" + correctness = target_text in message.agent_run_response.text + consumption = message.agent_run_response.usage_details + await ctx.yield_output(f"Correctness: {correctness}, Consumption: {consumption}") + + +async def main(): + async with ( + AzureCliCredential() as credential, + AzureAIAgentClient(async_credential=credential) as chat_client, + ): + # Create an agent with code interpretation capabilities + agent = chat_client.create_agent( + name="CodingAgent", + instructions=("You are a helpful assistant that can write and execute Python code to solve problems."), + tools=HostedCodeInterpreterTool(), + ) + + # Build a workflow: Agent generates code -> Evaluator assesses results + # The agent will be wrapped in a special agent executor which produces AgentExecutorResponse + workflow = WorkflowBuilder().set_start_executor(agent).add_edge(agent, Evaluator(id="evaluator")).build() + + # Execute the workflow with a specific coding task + results = await workflow.run( + "Generate the fibonacci numbers to 100 using python code, show the code and execute it." + ) + + # Extract and display the final evaluation + outputs = results.get_outputs() + if isinstance(outputs, list) and len(outputs) == 1: + print("Workflow results:", outputs[0]) + else: + raise ValueError("Unexpected workflow outputs:", outputs) + + +if __name__ == "__main__": + asyncio.run(main()) diff --git a/python/samples/getting_started/workflows/human-in-the-loop/guessing_game_with_human_input.py b/python/samples/getting_started/workflows/human-in-the-loop/guessing_game_with_human_input.py index f985893cf23..6904edffeaa 100644 --- a/python/samples/getting_started/workflows/human-in-the-loop/guessing_game_with_human_input.py +++ b/python/samples/getting_started/workflows/human-in-the-loop/guessing_game_with_human_input.py @@ -4,7 +4,6 @@ from dataclasses import dataclass from agent_framework import ( - AgentExecutor, # Executor that runs the agent AgentExecutorRequest, # Message bundle sent to an AgentExecutor AgentExecutorResponse, # Result returned by an AgentExecutor ChatMessage, # Chat message structure @@ -148,6 +147,7 @@ async def main() -> None: # response_format enforces that the model produces JSON compatible with GuessOutput. chat_client = AzureOpenAIChatClient(credential=AzureCliCredential()) agent = chat_client.create_agent( + name="GuessingAgent", instructions=( "You guess a number between 1 and 10. " "If the user says 'higher' or 'lower', adjust your next guess. " @@ -158,16 +158,15 @@ async def main() -> None: response_format=GuessOutput, ) - # Build a simple loop: TurnManager <-> AgentExecutor. # TurnManager coordinates and gathers human replies while AgentExecutor runs the model. turn_manager = TurnManager(id="turn_manager") - agent_exec = AgentExecutor(agent=agent, id="agent") + # Build a simple loop: TurnManager <-> AgentExecutor. workflow = ( WorkflowBuilder() .set_start_executor(turn_manager) - .add_edge(turn_manager, agent_exec) # Ask agent to make/adjust a guess - .add_edge(agent_exec, turn_manager) # Agent's response comes back to coordinator + .add_edge(turn_manager, agent) # Ask agent to make/adjust a guess + .add_edge(agent, turn_manager) # Agent's response comes back to coordinator ).build() # Human in the loop run: alternate between invoking the workflow and supplying collected responses. diff --git a/python/uv.lock b/python/uv.lock index eb508ff2edd..ccd1a2e5d58 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 3 +revision = 1 requires-python = ">=3.10" resolution-markers = [ "python_full_version >= '3.14' and platform_python_implementation != 'PyPy' and sys_platform == 'darwin'", @@ -59,18 +59,18 @@ dependencies = [ { name = "protobuf", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/de/5a/3634ce054a8985c0d2ca0cb2ed1c8c8fdcd67456ddb6496895483c17fee0/a2a_sdk-0.3.10.tar.gz", hash = "sha256:f2df01935fb589c6ebaf8581aede4fe059a30a72cd38e775035337c78f8b2cca", size = 225974, upload-time = "2025-10-21T20:40:38.423Z" } +sdist = { url = "https://files.pythonhosted.org/packages/de/5a/3634ce054a8985c0d2ca0cb2ed1c8c8fdcd67456ddb6496895483c17fee0/a2a_sdk-0.3.10.tar.gz", hash = "sha256:f2df01935fb589c6ebaf8581aede4fe059a30a72cd38e775035337c78f8b2cca", size = 225974 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ba/9b/82df9530ed77d30831c49ffffc827222961422d444c0d684101e945ee214/a2a_sdk-0.3.10-py3-none-any.whl", hash = "sha256:b216ccc5ccfd00dcfa42f0f2dc709bc7ba057550717a34b0b1b34a99a76749cf", size = 140291, upload-time = "2025-10-21T20:40:36.929Z" }, + { url = "https://files.pythonhosted.org/packages/ba/9b/82df9530ed77d30831c49ffffc827222961422d444c0d684101e945ee214/a2a_sdk-0.3.10-py3-none-any.whl", hash = "sha256:b216ccc5ccfd00dcfa42f0f2dc709bc7ba057550717a34b0b1b34a99a76749cf", size = 140291 }, ] [[package]] name = "addict" version = "2.4.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/85/ef/fd7649da8af11d93979831e8f1f8097e85e82d5bfeabc8c68b39175d8e75/addict-2.4.0.tar.gz", hash = "sha256:b3b2210e0e067a281f5646c8c5db92e99b7231ea8b0eb5f74dbdf9e259d4e494", size = 9186, upload-time = "2020-11-21T16:21:31.416Z" } +sdist = { url = "https://files.pythonhosted.org/packages/85/ef/fd7649da8af11d93979831e8f1f8097e85e82d5bfeabc8c68b39175d8e75/addict-2.4.0.tar.gz", hash = "sha256:b3b2210e0e067a281f5646c8c5db92e99b7231ea8b0eb5f74dbdf9e259d4e494", size = 9186 } wheels = [ - { url = "https://files.pythonhosted.org/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl", hash = "sha256:249bb56bbfd3cdc2a004ea0ff4c2b6ddc84d53bc2194761636eb314d5cfa5dfc", size = 3832, upload-time = "2020-11-21T16:21:29.588Z" }, + { url = "https://files.pythonhosted.org/packages/6a/00/b08f23b7d7e1e14ce01419a467b583edbb93c6cdb8654e54a9cc579cd61f/addict-2.4.0-py3-none-any.whl", hash = "sha256:249bb56bbfd3cdc2a004ea0ff4c2b6ddc84d53bc2194761636eb314d5cfa5dfc", size = 3832 }, ] [[package]] @@ -80,14 +80,14 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/7b/d7/a8f8789b3b8b5f7263a902361468e8dfefd85ec63d1d5398579b9175d76d/ag_ui_protocol-0.1.9.tar.gz", hash = "sha256:94d75e3919ff75e0b608a7eed445062ea0e6f11cd33b3386a7649047e0c7abd3", size = 4988, upload-time = "2025-09-19T13:36:26.903Z" } +sdist = { url = "https://files.pythonhosted.org/packages/7b/d7/a8f8789b3b8b5f7263a902361468e8dfefd85ec63d1d5398579b9175d76d/ag_ui_protocol-0.1.9.tar.gz", hash = "sha256:94d75e3919ff75e0b608a7eed445062ea0e6f11cd33b3386a7649047e0c7abd3", size = 4988 } wheels = [ - { url = "https://files.pythonhosted.org/packages/39/50/2bb71a2a9135f4d88706293773320d185789b592987c09f79e9bf2f4875f/ag_ui_protocol-0.1.9-py3-none-any.whl", hash = "sha256:44c1238b0576a3915b3a16e1b3855724e08e92ebc96b1ff29379fbd3bfbd400b", size = 7070, upload-time = "2025-09-19T13:36:25.791Z" }, + { url = "https://files.pythonhosted.org/packages/39/50/2bb71a2a9135f4d88706293773320d185789b592987c09f79e9bf2f4875f/ag_ui_protocol-0.1.9-py3-none-any.whl", hash = "sha256:44c1238b0576a3915b3a16e1b3855724e08e92ebc96b1ff29379fbd3bfbd400b", size = 7070 }, ] [[package]] name = "agent-framework" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { virtual = "." } dependencies = [ { name = "agent-framework-a2a", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -178,7 +178,7 @@ docs = [ [[package]] name = "agent-framework-a2a" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/a2a" } dependencies = [ { name = "a2a-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -223,7 +223,7 @@ provides-extras = ["dev"] [[package]] name = "agent-framework-anthropic" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/anthropic" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -238,10 +238,11 @@ requires-dist = [ [[package]] name = "agent-framework-azure-ai" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/azure-ai" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "aiohttp", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "azure-ai-agents", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "azure-ai-projects", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] @@ -249,13 +250,14 @@ dependencies = [ [package.metadata] requires-dist = [ { name = "agent-framework-core", editable = "packages/core" }, + { name = "aiohttp" }, { name = "azure-ai-agents", specifier = "==1.2.0b5" }, { name = "azure-ai-projects", specifier = ">=1.0.0b11" }, ] [[package]] name = "agent-framework-chatkit" -version = "1.0.0b251001" +version = "1.0.0b251105" source = { editable = "packages/chatkit" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -270,7 +272,7 @@ requires-dist = [ [[package]] name = "agent-framework-copilotstudio" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/copilotstudio" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -285,7 +287,7 @@ requires-dist = [ [[package]] name = "agent-framework-core" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/core" } dependencies = [ { name = "azure-identity", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -295,6 +297,7 @@ dependencies = [ { name = "opentelemetry-exporter-otlp-proto-grpc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "opentelemetry-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "opentelemetry-semantic-conventions-ai", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, + { name = "packaging", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pydantic-settings", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -324,11 +327,12 @@ requires-dist = [ { name = "agent-framework-redis", marker = "extra == 'all'", editable = "packages/redis" }, { name = "azure-identity", specifier = ">=1,<2" }, { name = "mcp", extras = ["ws"], specifier = ">=1.13" }, - { name = "openai", specifier = ">=1.99.0,<2" }, + { name = "openai", specifier = ">=1.99.0" }, { name = "opentelemetry-api", specifier = ">=1.24" }, { name = "opentelemetry-exporter-otlp-proto-grpc", specifier = ">=1.36.0" }, { name = "opentelemetry-sdk", specifier = ">=1.24" }, { name = "opentelemetry-semantic-conventions-ai", specifier = ">=0.4.13" }, + { name = "packaging", specifier = ">=24.1" }, { name = "pydantic", specifier = ">=2,<3" }, { name = "pydantic-settings", specifier = ">=2,<3" }, { name = "typing-extensions" }, @@ -337,7 +341,7 @@ provides-extras = ["all"] [[package]] name = "agent-framework-devui" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/devui" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -371,7 +375,7 @@ provides-extras = ["dev", "all"] [[package]] name = "agent-framework-lab" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/lab" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -462,7 +466,7 @@ dev = [ [[package]] name = "agent-framework-mem0" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/mem0" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -477,7 +481,7 @@ requires-dist = [ [[package]] name = "agent-framework-purview" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/purview" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -494,7 +498,7 @@ requires-dist = [ [[package]] name = "agent-framework-redis" -version = "1.0.0b251104" +version = "1.0.0b251105" source = { editable = "packages/redis" } dependencies = [ { name = "agent-framework-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, @@ -534,9 +538,9 @@ dependencies = [ { name = "setproctitle", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "uvicorn", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/75/05/9635e7a1526670d1592ec424bcd144cfc834e1b8639d9718768e3a6735b6/agentlightning-0.2.1.tar.gz", hash = "sha256:a22caeb16b29b06a13764293f1dd5c373efd6db1dc66b599e68efa08b0f3706f", size = 805983, upload-time = "2025-10-30T01:47:20.702Z" } +sdist = { url = "https://files.pythonhosted.org/packages/75/05/9635e7a1526670d1592ec424bcd144cfc834e1b8639d9718768e3a6735b6/agentlightning-0.2.1.tar.gz", hash = "sha256:a22caeb16b29b06a13764293f1dd5c373efd6db1dc66b599e68efa08b0f3706f", size = 805983 } wheels = [ - { url = "https://files.pythonhosted.org/packages/bd/e3/1890e7e51bbb0f6a1f02f27aa67a9f1b9bb13fda19d5a337f18fdd231b45/agentlightning-0.2.1-py3-none-any.whl", hash = "sha256:57e8545b4f85a5c387888f730578b26df0e13e270f744e42bf7952511a981d28", size = 197812, upload-time = "2025-10-30T01:47:19.229Z" }, + { url = "https://files.pythonhosted.org/packages/bd/e3/1890e7e51bbb0f6a1f02f27aa67a9f1b9bb13fda19d5a337f18fdd231b45/agentlightning-0.2.1-py3-none-any.whl", hash = "sha256:57e8545b4f85a5c387888f730578b26df0e13e270f744e42bf7952511a981d28", size = 197812 }, ] [[package]] @@ -559,27 +563,27 @@ dependencies = [ { name = "termcolor", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "wrapt", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0a/c4/023fe976169c57b1edd71f4c08d6dedaf66814f5b25ecf59b3a8540311ab/agentops-0.4.21.tar.gz", hash = "sha256:47759c6dfd6ea58bad2f7764257e4778cb2e34ae180cef642f60f56adced6510", size = 430861, upload-time = "2025-08-29T06:36:55.323Z" } +sdist = { url = "https://files.pythonhosted.org/packages/0a/c4/023fe976169c57b1edd71f4c08d6dedaf66814f5b25ecf59b3a8540311ab/agentops-0.4.21.tar.gz", hash = "sha256:47759c6dfd6ea58bad2f7764257e4778cb2e34ae180cef642f60f56adced6510", size = 430861 } wheels = [ - { url = "https://files.pythonhosted.org/packages/d9/63/3e48da56d5121ddcefef8645ad5a3446b0974154111a14bf75ea2b5b3cc3/agentops-0.4.21-py3-none-any.whl", hash = "sha256:93b098ea77bc5f64dcae5031a8292531cb446d9d66e6c7ef2f21a66d4e4fb2f0", size = 309579, upload-time = "2025-08-29T06:36:53.855Z" }, + { url = "https://files.pythonhosted.org/packages/d9/63/3e48da56d5121ddcefef8645ad5a3446b0974154111a14bf75ea2b5b3cc3/agentops-0.4.21-py3-none-any.whl", hash = "sha256:93b098ea77bc5f64dcae5031a8292531cb446d9d66e6c7ef2f21a66d4e4fb2f0", size = 309579 }, ] [[package]] name = "aiofiles" version = "25.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/41/c3/534eac40372d8ee36ef40df62ec129bee4fdb5ad9706e58a29be53b2c970/aiofiles-25.1.0.tar.gz", hash = "sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2", size = 46354, upload-time = "2025-10-09T20:51:04.358Z" } +sdist = { url = "https://files.pythonhosted.org/packages/41/c3/534eac40372d8ee36ef40df62ec129bee4fdb5ad9706e58a29be53b2c970/aiofiles-25.1.0.tar.gz", hash = "sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2", size = 46354 } wheels = [ - { url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695", size = 14668, upload-time = "2025-10-09T20:51:03.174Z" }, + { url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695", size = 14668 }, ] [[package]] name = "aiohappyeyeballs" version = "2.6.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760, upload-time = "2025-03-12T01:42:48.764Z" } +sdist = { url = "https://files.pythonhosted.org/packages/26/30/f84a107a9c4331c14b2b586036f40965c128aa4fee4dda5d3d51cb14ad54/aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558", size = 22760 } wheels = [ - { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265, upload-time = "2025-03-12T01:42:47.083Z" }, + { url = "https://files.pythonhosted.org/packages/0f/15/5bf3b99495fb160b63f95972b81750f18f7f4e02ad051373b669d17d44f2/aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8", size = 15265 }, ] [[package]] @@ -596,110 +600,110 @@ dependencies = [ { name = "propcache", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "yarl", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/1c/ce/3b83ebba6b3207a7135e5fcaba49706f8a4b6008153b4e30540c982fae26/aiohttp-3.13.2.tar.gz", hash = "sha256:40176a52c186aefef6eb3cad2cdd30cd06e3afbe88fe8ab2af9c0b90f228daca", size = 7837994, upload-time = "2025-10-28T20:59:39.937Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/6d/34/939730e66b716b76046dedfe0842995842fa906ccc4964bba414ff69e429/aiohttp-3.13.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2372b15a5f62ed37789a6b383ff7344fc5b9f243999b0cd9b629d8bc5f5b4155", size = 736471, upload-time = "2025-10-28T20:55:27.924Z" }, - { url = "https://files.pythonhosted.org/packages/fd/cf/dcbdf2df7f6ca72b0bb4c0b4509701f2d8942cf54e29ca197389c214c07f/aiohttp-3.13.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e7f8659a48995edee7229522984bd1009c1213929c769c2daa80b40fe49a180c", size = 493985, upload-time = "2025-10-28T20:55:29.456Z" }, - { url = "https://files.pythonhosted.org/packages/9d/87/71c8867e0a1d0882dcbc94af767784c3cb381c1c4db0943ab4aae4fed65e/aiohttp-3.13.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:939ced4a7add92296b0ad38892ce62b98c619288a081170695c6babe4f50e636", size = 489274, upload-time = "2025-10-28T20:55:31.134Z" }, - { url = "https://files.pythonhosted.org/packages/38/0f/46c24e8dae237295eaadd113edd56dee96ef6462adf19b88592d44891dc5/aiohttp-3.13.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6315fb6977f1d0dd41a107c527fee2ed5ab0550b7d885bc15fee20ccb17891da", size = 1668171, upload-time = "2025-10-28T20:55:36.065Z" }, - { url = "https://files.pythonhosted.org/packages/eb/c6/4cdfb4440d0e28483681a48f69841fa5e39366347d66ef808cbdadddb20e/aiohttp-3.13.2-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6e7352512f763f760baaed2637055c49134fd1d35b37c2dedfac35bfe5cf8725", size = 1636036, upload-time = "2025-10-28T20:55:37.576Z" }, - { url = "https://files.pythonhosted.org/packages/84/37/8708cf678628216fb678ab327a4e1711c576d6673998f4f43e86e9ae90dd/aiohttp-3.13.2-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e09a0a06348a2dd73e7213353c90d709502d9786219f69b731f6caa0efeb46f5", size = 1727975, upload-time = "2025-10-28T20:55:39.457Z" }, - { url = "https://files.pythonhosted.org/packages/e6/2e/3ebfe12fdcb9b5f66e8a0a42dffcd7636844c8a018f261efb2419f68220b/aiohttp-3.13.2-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a09a6d073fb5789456545bdee2474d14395792faa0527887f2f4ec1a486a59d3", size = 1815823, upload-time = "2025-10-28T20:55:40.958Z" }, - { url = "https://files.pythonhosted.org/packages/a1/4f/ca2ef819488cbb41844c6cf92ca6dd15b9441e6207c58e5ae0e0fc8d70ad/aiohttp-3.13.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b59d13c443f8e049d9e94099c7e412e34610f1f49be0f230ec656a10692a5802", size = 1669374, upload-time = "2025-10-28T20:55:42.745Z" }, - { url = "https://files.pythonhosted.org/packages/f8/fe/1fe2e1179a0d91ce09c99069684aab619bf2ccde9b20bd6ca44f8837203e/aiohttp-3.13.2-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:20db2d67985d71ca033443a1ba2001c4b5693fe09b0e29f6d9358a99d4d62a8a", size = 1555315, upload-time = "2025-10-28T20:55:44.264Z" }, - { url = "https://files.pythonhosted.org/packages/5a/2b/f3781899b81c45d7cbc7140cddb8a3481c195e7cbff8e36374759d2ab5a5/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:960c2fc686ba27b535f9fd2b52d87ecd7e4fd1cf877f6a5cba8afb5b4a8bd204", size = 1639140, upload-time = "2025-10-28T20:55:46.626Z" }, - { url = "https://files.pythonhosted.org/packages/72/27/c37e85cd3ece6f6c772e549bd5a253d0c122557b25855fb274224811e4f2/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:6c00dbcf5f0d88796151e264a8eab23de2997c9303dd7c0bf622e23b24d3ce22", size = 1645496, upload-time = "2025-10-28T20:55:48.933Z" }, - { url = "https://files.pythonhosted.org/packages/66/20/3af1ab663151bd3780b123e907761cdb86ec2c4e44b2d9b195ebc91fbe37/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fed38a5edb7945f4d1bcabe2fcd05db4f6ec7e0e82560088b754f7e08d93772d", size = 1697625, upload-time = "2025-10-28T20:55:50.377Z" }, - { url = "https://files.pythonhosted.org/packages/95/eb/ae5cab15efa365e13d56b31b0d085a62600298bf398a7986f8388f73b598/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:b395bbca716c38bef3c764f187860e88c724b342c26275bc03e906142fc5964f", size = 1542025, upload-time = "2025-10-28T20:55:51.861Z" }, - { url = "https://files.pythonhosted.org/packages/e9/2d/1683e8d67ec72d911397fe4e575688d2a9b8f6a6e03c8fdc9f3fd3d4c03f/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:204ffff2426c25dfda401ba08da85f9c59525cdc42bda26660463dd1cbcfec6f", size = 1714918, upload-time = "2025-10-28T20:55:53.515Z" }, - { url = "https://files.pythonhosted.org/packages/99/a2/ffe8e0e1c57c5e542d47ffa1fcf95ef2b3ea573bf7c4d2ee877252431efc/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:05c4dd3c48fb5f15db31f57eb35374cb0c09afdde532e7fb70a75aede0ed30f6", size = 1656113, upload-time = "2025-10-28T20:55:55.438Z" }, - { url = "https://files.pythonhosted.org/packages/0d/42/d511aff5c3a2b06c09d7d214f508a4ad8ac7799817f7c3d23e7336b5e896/aiohttp-3.13.2-cp310-cp310-win32.whl", hash = "sha256:e574a7d61cf10351d734bcddabbe15ede0eaa8a02070d85446875dc11189a251", size = 432290, upload-time = "2025-10-28T20:55:56.96Z" }, - { url = "https://files.pythonhosted.org/packages/8b/ea/1c2eb7098b5bad4532994f2b7a8228d27674035c9b3234fe02c37469ef14/aiohttp-3.13.2-cp310-cp310-win_amd64.whl", hash = "sha256:364f55663085d658b8462a1c3f17b2b84a5c2e1ba858e1b79bff7b2e24ad1514", size = 455075, upload-time = "2025-10-28T20:55:58.373Z" }, - { url = "https://files.pythonhosted.org/packages/35/74/b321e7d7ca762638cdf8cdeceb39755d9c745aff7a64c8789be96ddf6e96/aiohttp-3.13.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:4647d02df098f6434bafd7f32ad14942f05a9caa06c7016fdcc816f343997dd0", size = 743409, upload-time = "2025-10-28T20:56:00.354Z" }, - { url = "https://files.pythonhosted.org/packages/99/3d/91524b905ec473beaf35158d17f82ef5a38033e5809fe8742e3657cdbb97/aiohttp-3.13.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e3403f24bcb9c3b29113611c3c16a2a447c3953ecf86b79775e7be06f7ae7ccb", size = 497006, upload-time = "2025-10-28T20:56:01.85Z" }, - { url = "https://files.pythonhosted.org/packages/eb/d3/7f68bc02a67716fe80f063e19adbd80a642e30682ce74071269e17d2dba1/aiohttp-3.13.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:43dff14e35aba17e3d6d5ba628858fb8cb51e30f44724a2d2f0c75be492c55e9", size = 493195, upload-time = "2025-10-28T20:56:03.314Z" }, - { url = "https://files.pythonhosted.org/packages/98/31/913f774a4708775433b7375c4f867d58ba58ead833af96c8af3621a0d243/aiohttp-3.13.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e2a9ea08e8c58bb17655630198833109227dea914cd20be660f52215f6de5613", size = 1747759, upload-time = "2025-10-28T20:56:04.904Z" }, - { url = "https://files.pythonhosted.org/packages/e8/63/04efe156f4326f31c7c4a97144f82132c3bb21859b7bb84748d452ccc17c/aiohttp-3.13.2-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:53b07472f235eb80e826ad038c9d106c2f653584753f3ddab907c83f49eedead", size = 1704456, upload-time = "2025-10-28T20:56:06.986Z" }, - { url = "https://files.pythonhosted.org/packages/8e/02/4e16154d8e0a9cf4ae76f692941fd52543bbb148f02f098ca73cab9b1c1b/aiohttp-3.13.2-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e736c93e9c274fce6419af4aac199984d866e55f8a4cec9114671d0ea9688780", size = 1807572, upload-time = "2025-10-28T20:56:08.558Z" }, - { url = "https://files.pythonhosted.org/packages/34/58/b0583defb38689e7f06798f0285b1ffb3a6fb371f38363ce5fd772112724/aiohttp-3.13.2-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ff5e771f5dcbc81c64898c597a434f7682f2259e0cd666932a913d53d1341d1a", size = 1895954, upload-time = "2025-10-28T20:56:10.545Z" }, - { url = "https://files.pythonhosted.org/packages/6b/f3/083907ee3437425b4e376aa58b2c915eb1a33703ec0dc30040f7ae3368c6/aiohttp-3.13.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a3b6fb0c207cc661fa0bf8c66d8d9b657331ccc814f4719468af61034b478592", size = 1747092, upload-time = "2025-10-28T20:56:12.118Z" }, - { url = "https://files.pythonhosted.org/packages/ac/61/98a47319b4e425cc134e05e5f3fc512bf9a04bf65aafd9fdcda5d57ec693/aiohttp-3.13.2-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:97a0895a8e840ab3520e2288db7cace3a1981300d48babeb50e7425609e2e0ab", size = 1606815, upload-time = "2025-10-28T20:56:14.191Z" }, - { url = "https://files.pythonhosted.org/packages/97/4b/e78b854d82f66bb974189135d31fce265dee0f5344f64dd0d345158a5973/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9e8f8afb552297aca127c90cb840e9a1d4bfd6a10d7d8f2d9176e1acc69bad30", size = 1723789, upload-time = "2025-10-28T20:56:16.101Z" }, - { url = "https://files.pythonhosted.org/packages/ed/fc/9d2ccc794fc9b9acd1379d625c3a8c64a45508b5091c546dea273a41929e/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:ed2f9c7216e53c3df02264f25d824b079cc5914f9e2deba94155190ef648ee40", size = 1718104, upload-time = "2025-10-28T20:56:17.655Z" }, - { url = "https://files.pythonhosted.org/packages/66/65/34564b8765ea5c7d79d23c9113135d1dd3609173da13084830f1507d56cf/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:99c5280a329d5fa18ef30fd10c793a190d996567667908bef8a7f81f8202b948", size = 1785584, upload-time = "2025-10-28T20:56:19.238Z" }, - { url = "https://files.pythonhosted.org/packages/30/be/f6a7a426e02fc82781afd62016417b3948e2207426d90a0e478790d1c8a4/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:2ca6ffef405fc9c09a746cb5d019c1672cd7f402542e379afc66b370833170cf", size = 1595126, upload-time = "2025-10-28T20:56:20.836Z" }, - { url = "https://files.pythonhosted.org/packages/e5/c7/8e22d5d28f94f67d2af496f14a83b3c155d915d1fe53d94b66d425ec5b42/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:47f438b1a28e926c37632bff3c44df7d27c9b57aaf4e34b1def3c07111fdb782", size = 1800665, upload-time = "2025-10-28T20:56:22.922Z" }, - { url = "https://files.pythonhosted.org/packages/d1/11/91133c8b68b1da9fc16555706aa7276fdf781ae2bb0876c838dd86b8116e/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9acda8604a57bb60544e4646a4615c1866ee6c04a8edef9b8ee6fd1d8fa2ddc8", size = 1739532, upload-time = "2025-10-28T20:56:25.924Z" }, - { url = "https://files.pythonhosted.org/packages/17/6b/3747644d26a998774b21a616016620293ddefa4d63af6286f389aedac844/aiohttp-3.13.2-cp311-cp311-win32.whl", hash = "sha256:868e195e39b24aaa930b063c08bb0c17924899c16c672a28a65afded9c46c6ec", size = 431876, upload-time = "2025-10-28T20:56:27.524Z" }, - { url = "https://files.pythonhosted.org/packages/c3/63/688462108c1a00eb9f05765331c107f95ae86f6b197b865d29e930b7e462/aiohttp-3.13.2-cp311-cp311-win_amd64.whl", hash = "sha256:7fd19df530c292542636c2a9a85854fab93474396a52f1695e799186bbd7f24c", size = 456205, upload-time = "2025-10-28T20:56:29.062Z" }, - { url = "https://files.pythonhosted.org/packages/29/9b/01f00e9856d0a73260e86dd8ed0c2234a466c5c1712ce1c281548df39777/aiohttp-3.13.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:b1e56bab2e12b2b9ed300218c351ee2a3d8c8fdab5b1ec6193e11a817767e47b", size = 737623, upload-time = "2025-10-28T20:56:30.797Z" }, - { url = "https://files.pythonhosted.org/packages/5a/1b/4be39c445e2b2bd0aab4ba736deb649fabf14f6757f405f0c9685019b9e9/aiohttp-3.13.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:364e25edaabd3d37b1db1f0cbcee8c73c9a3727bfa262b83e5e4cf3489a2a9dc", size = 492664, upload-time = "2025-10-28T20:56:32.708Z" }, - { url = "https://files.pythonhosted.org/packages/28/66/d35dcfea8050e131cdd731dff36434390479b4045a8d0b9d7111b0a968f1/aiohttp-3.13.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c5c94825f744694c4b8db20b71dba9a257cd2ba8e010a803042123f3a25d50d7", size = 491808, upload-time = "2025-10-28T20:56:34.57Z" }, - { url = "https://files.pythonhosted.org/packages/00/29/8e4609b93e10a853b65f8291e64985de66d4f5848c5637cddc70e98f01f8/aiohttp-3.13.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ba2715d842ffa787be87cbfce150d5e88c87a98e0b62e0f5aa489169a393dbbb", size = 1738863, upload-time = "2025-10-28T20:56:36.377Z" }, - { url = "https://files.pythonhosted.org/packages/9d/fa/4ebdf4adcc0def75ced1a0d2d227577cd7b1b85beb7edad85fcc87693c75/aiohttp-3.13.2-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:585542825c4bc662221fb257889e011a5aa00f1ae4d75d1d246a5225289183e3", size = 1700586, upload-time = "2025-10-28T20:56:38.034Z" }, - { url = "https://files.pythonhosted.org/packages/da/04/73f5f02ff348a3558763ff6abe99c223381b0bace05cd4530a0258e52597/aiohttp-3.13.2-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:39d02cb6025fe1aabca329c5632f48c9532a3dabccd859e7e2f110668972331f", size = 1768625, upload-time = "2025-10-28T20:56:39.75Z" }, - { url = "https://files.pythonhosted.org/packages/f8/49/a825b79ffec124317265ca7d2344a86bcffeb960743487cb11988ffb3494/aiohttp-3.13.2-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e67446b19e014d37342f7195f592a2a948141d15a312fe0e700c2fd2f03124f6", size = 1867281, upload-time = "2025-10-28T20:56:41.471Z" }, - { url = "https://files.pythonhosted.org/packages/b9/48/adf56e05f81eac31edcfae45c90928f4ad50ef2e3ea72cb8376162a368f8/aiohttp-3.13.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4356474ad6333e41ccefd39eae869ba15a6c5299c9c01dfdcfdd5c107be4363e", size = 1752431, upload-time = "2025-10-28T20:56:43.162Z" }, - { url = "https://files.pythonhosted.org/packages/30/ab/593855356eead019a74e862f21523db09c27f12fd24af72dbc3555b9bfd9/aiohttp-3.13.2-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:eeacf451c99b4525f700f078becff32c32ec327b10dcf31306a8a52d78166de7", size = 1562846, upload-time = "2025-10-28T20:56:44.85Z" }, - { url = "https://files.pythonhosted.org/packages/39/0f/9f3d32271aa8dc35036e9668e31870a9d3b9542dd6b3e2c8a30931cb27ae/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d8a9b889aeabd7a4e9af0b7f4ab5ad94d42e7ff679aaec6d0db21e3b639ad58d", size = 1699606, upload-time = "2025-10-28T20:56:46.519Z" }, - { url = "https://files.pythonhosted.org/packages/2c/3c/52d2658c5699b6ef7692a3f7128b2d2d4d9775f2a68093f74bca06cf01e1/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:fa89cb11bc71a63b69568d5b8a25c3ca25b6d54c15f907ca1c130d72f320b76b", size = 1720663, upload-time = "2025-10-28T20:56:48.528Z" }, - { url = "https://files.pythonhosted.org/packages/9b/d4/8f8f3ff1fb7fb9e3f04fcad4e89d8a1cd8fc7d05de67e3de5b15b33008ff/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:8aa7c807df234f693fed0ecd507192fc97692e61fee5702cdc11155d2e5cadc8", size = 1737939, upload-time = "2025-10-28T20:56:50.77Z" }, - { url = "https://files.pythonhosted.org/packages/03/d3/ddd348f8a27a634daae39a1b8e291ff19c77867af438af844bf8b7e3231b/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:9eb3e33fdbe43f88c3c75fa608c25e7c47bbd80f48d012763cb67c47f39a7e16", size = 1555132, upload-time = "2025-10-28T20:56:52.568Z" }, - { url = "https://files.pythonhosted.org/packages/39/b8/46790692dc46218406f94374903ba47552f2f9f90dad554eed61bfb7b64c/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:9434bc0d80076138ea986833156c5a48c9c7a8abb0c96039ddbb4afc93184169", size = 1764802, upload-time = "2025-10-28T20:56:54.292Z" }, - { url = "https://files.pythonhosted.org/packages/ba/e4/19ce547b58ab2a385e5f0b8aa3db38674785085abcf79b6e0edd1632b12f/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ff15c147b2ad66da1f2cbb0622313f2242d8e6e8f9b79b5206c84523a4473248", size = 1719512, upload-time = "2025-10-28T20:56:56.428Z" }, - { url = "https://files.pythonhosted.org/packages/70/30/6355a737fed29dcb6dfdd48682d5790cb5eab050f7b4e01f49b121d3acad/aiohttp-3.13.2-cp312-cp312-win32.whl", hash = "sha256:27e569eb9d9e95dbd55c0fc3ec3a9335defbf1d8bc1d20171a49f3c4c607b93e", size = 426690, upload-time = "2025-10-28T20:56:58.736Z" }, - { url = "https://files.pythonhosted.org/packages/0a/0d/b10ac09069973d112de6ef980c1f6bb31cb7dcd0bc363acbdad58f927873/aiohttp-3.13.2-cp312-cp312-win_amd64.whl", hash = "sha256:8709a0f05d59a71f33fd05c17fc11fcb8c30140506e13c2f5e8ee1b8964e1b45", size = 453465, upload-time = "2025-10-28T20:57:00.795Z" }, - { url = "https://files.pythonhosted.org/packages/bf/78/7e90ca79e5aa39f9694dcfd74f4720782d3c6828113bb1f3197f7e7c4a56/aiohttp-3.13.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:7519bdc7dfc1940d201651b52bf5e03f5503bda45ad6eacf64dda98be5b2b6be", size = 732139, upload-time = "2025-10-28T20:57:02.455Z" }, - { url = "https://files.pythonhosted.org/packages/db/ed/1f59215ab6853fbaa5c8495fa6cbc39edfc93553426152b75d82a5f32b76/aiohttp-3.13.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:088912a78b4d4f547a1f19c099d5a506df17eacec3c6f4375e2831ec1d995742", size = 490082, upload-time = "2025-10-28T20:57:04.784Z" }, - { url = "https://files.pythonhosted.org/packages/68/7b/fe0fe0f5e05e13629d893c760465173a15ad0039c0a5b0d0040995c8075e/aiohttp-3.13.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:5276807b9de9092af38ed23ce120539ab0ac955547b38563a9ba4f5b07b95293", size = 489035, upload-time = "2025-10-28T20:57:06.894Z" }, - { url = "https://files.pythonhosted.org/packages/d2/04/db5279e38471b7ac801d7d36a57d1230feeee130bbe2a74f72731b23c2b1/aiohttp-3.13.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1237c1375eaef0db4dcd7c2559f42e8af7b87ea7d295b118c60c36a6e61cb811", size = 1720387, upload-time = "2025-10-28T20:57:08.685Z" }, - { url = "https://files.pythonhosted.org/packages/31/07/8ea4326bd7dae2bd59828f69d7fdc6e04523caa55e4a70f4a8725a7e4ed2/aiohttp-3.13.2-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:96581619c57419c3d7d78703d5b78c1e5e5fc0172d60f555bdebaced82ded19a", size = 1688314, upload-time = "2025-10-28T20:57:10.693Z" }, - { url = "https://files.pythonhosted.org/packages/48/ab/3d98007b5b87ffd519d065225438cc3b668b2f245572a8cb53da5dd2b1bc/aiohttp-3.13.2-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a2713a95b47374169409d18103366de1050fe0ea73db358fc7a7acb2880422d4", size = 1756317, upload-time = "2025-10-28T20:57:12.563Z" }, - { url = "https://files.pythonhosted.org/packages/97/3d/801ca172b3d857fafb7b50c7c03f91b72b867a13abca982ed6b3081774ef/aiohttp-3.13.2-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:228a1cd556b3caca590e9511a89444925da87d35219a49ab5da0c36d2d943a6a", size = 1858539, upload-time = "2025-10-28T20:57:14.623Z" }, - { url = "https://files.pythonhosted.org/packages/f7/0d/4764669bdf47bd472899b3d3db91fffbe925c8e3038ec591a2fd2ad6a14d/aiohttp-3.13.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ac6cde5fba8d7d8c6ac963dbb0256a9854e9fafff52fbcc58fdf819357892c3e", size = 1739597, upload-time = "2025-10-28T20:57:16.399Z" }, - { url = "https://files.pythonhosted.org/packages/c4/52/7bd3c6693da58ba16e657eb904a5b6decfc48ecd06e9ac098591653b1566/aiohttp-3.13.2-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f2bef8237544f4e42878c61cef4e2839fee6346dc60f5739f876a9c50be7fcdb", size = 1555006, upload-time = "2025-10-28T20:57:18.288Z" }, - { url = "https://files.pythonhosted.org/packages/48/30/9586667acec5993b6f41d2ebcf96e97a1255a85f62f3c653110a5de4d346/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:16f15a4eac3bc2d76c45f7ebdd48a65d41b242eb6c31c2245463b40b34584ded", size = 1683220, upload-time = "2025-10-28T20:57:20.241Z" }, - { url = "https://files.pythonhosted.org/packages/71/01/3afe4c96854cfd7b30d78333852e8e851dceaec1c40fd00fec90c6402dd2/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:bb7fb776645af5cc58ab804c58d7eba545a97e047254a52ce89c157b5af6cd0b", size = 1712570, upload-time = "2025-10-28T20:57:22.253Z" }, - { url = "https://files.pythonhosted.org/packages/11/2c/22799d8e720f4697a9e66fd9c02479e40a49de3de2f0bbe7f9f78a987808/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:e1b4951125ec10c70802f2cb09736c895861cd39fd9dcb35107b4dc8ae6220b8", size = 1733407, upload-time = "2025-10-28T20:57:24.37Z" }, - { url = "https://files.pythonhosted.org/packages/34/cb/90f15dd029f07cebbd91f8238a8b363978b530cd128488085b5703683594/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:550bf765101ae721ee1d37d8095f47b1f220650f85fe1af37a90ce75bab89d04", size = 1550093, upload-time = "2025-10-28T20:57:26.257Z" }, - { url = "https://files.pythonhosted.org/packages/69/46/12dce9be9d3303ecbf4d30ad45a7683dc63d90733c2d9fe512be6716cd40/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:fe91b87fc295973096251e2d25a811388e7d8adf3bd2b97ef6ae78bc4ac6c476", size = 1758084, upload-time = "2025-10-28T20:57:28.349Z" }, - { url = "https://files.pythonhosted.org/packages/f9/c8/0932b558da0c302ffd639fc6362a313b98fdf235dc417bc2493da8394df7/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e0c8e31cfcc4592cb200160344b2fb6ae0f9e4effe06c644b5a125d4ae5ebe23", size = 1716987, upload-time = "2025-10-28T20:57:30.233Z" }, - { url = "https://files.pythonhosted.org/packages/5d/8b/f5bd1a75003daed099baec373aed678f2e9b34f2ad40d85baa1368556396/aiohttp-3.13.2-cp313-cp313-win32.whl", hash = "sha256:0740f31a60848d6edb296a0df827473eede90c689b8f9f2a4cdde74889eb2254", size = 425859, upload-time = "2025-10-28T20:57:32.105Z" }, - { url = "https://files.pythonhosted.org/packages/5d/28/a8a9fc6957b2cee8902414e41816b5ab5536ecf43c3b1843c10e82c559b2/aiohttp-3.13.2-cp313-cp313-win_amd64.whl", hash = "sha256:a88d13e7ca367394908f8a276b89d04a3652044612b9a408a0bb22a5ed976a1a", size = 452192, upload-time = "2025-10-28T20:57:34.166Z" }, - { url = "https://files.pythonhosted.org/packages/9b/36/e2abae1bd815f01c957cbf7be817b3043304e1c87bad526292a0410fdcf9/aiohttp-3.13.2-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:2475391c29230e063ef53a66669b7b691c9bfc3f1426a0f7bcdf1216bdbac38b", size = 735234, upload-time = "2025-10-28T20:57:36.415Z" }, - { url = "https://files.pythonhosted.org/packages/ca/e3/1ee62dde9b335e4ed41db6bba02613295a0d5b41f74a783c142745a12763/aiohttp-3.13.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:f33c8748abef4d8717bb20e8fb1b3e07c6adacb7fd6beaae971a764cf5f30d61", size = 490733, upload-time = "2025-10-28T20:57:38.205Z" }, - { url = "https://files.pythonhosted.org/packages/1a/aa/7a451b1d6a04e8d15a362af3e9b897de71d86feac3babf8894545d08d537/aiohttp-3.13.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ae32f24bbfb7dbb485a24b30b1149e2f200be94777232aeadba3eecece4d0aa4", size = 491303, upload-time = "2025-10-28T20:57:40.122Z" }, - { url = "https://files.pythonhosted.org/packages/57/1e/209958dbb9b01174870f6a7538cd1f3f28274fdbc88a750c238e2c456295/aiohttp-3.13.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d7f02042c1f009ffb70067326ef183a047425bb2ff3bc434ead4dd4a4a66a2b", size = 1717965, upload-time = "2025-10-28T20:57:42.28Z" }, - { url = "https://files.pythonhosted.org/packages/08/aa/6a01848d6432f241416bc4866cae8dc03f05a5a884d2311280f6a09c73d6/aiohttp-3.13.2-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:93655083005d71cd6c072cdab54c886e6570ad2c4592139c3fb967bfc19e4694", size = 1667221, upload-time = "2025-10-28T20:57:44.869Z" }, - { url = "https://files.pythonhosted.org/packages/87/4f/36c1992432d31bbc789fa0b93c768d2e9047ec8c7177e5cd84ea85155f36/aiohttp-3.13.2-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:0db1e24b852f5f664cd728db140cf11ea0e82450471232a394b3d1a540b0f906", size = 1757178, upload-time = "2025-10-28T20:57:47.216Z" }, - { url = "https://files.pythonhosted.org/packages/ac/b4/8e940dfb03b7e0f68a82b88fd182b9be0a65cb3f35612fe38c038c3112cf/aiohttp-3.13.2-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b009194665bcd128e23eaddef362e745601afa4641930848af4c8559e88f18f9", size = 1838001, upload-time = "2025-10-28T20:57:49.337Z" }, - { url = "https://files.pythonhosted.org/packages/d7/ef/39f3448795499c440ab66084a9db7d20ca7662e94305f175a80f5b7e0072/aiohttp-3.13.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c038a8fdc8103cd51dbd986ecdce141473ffd9775a7a8057a6ed9c3653478011", size = 1716325, upload-time = "2025-10-28T20:57:51.327Z" }, - { url = "https://files.pythonhosted.org/packages/d7/51/b311500ffc860b181c05d91c59a1313bdd05c82960fdd4035a15740d431e/aiohttp-3.13.2-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:66bac29b95a00db411cd758fea0e4b9bdba6d549dfe333f9a945430f5f2cc5a6", size = 1547978, upload-time = "2025-10-28T20:57:53.554Z" }, - { url = "https://files.pythonhosted.org/packages/31/64/b9d733296ef79815226dab8c586ff9e3df41c6aff2e16c06697b2d2e6775/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:4ebf9cfc9ba24a74cf0718f04aac2a3bbe745902cc7c5ebc55c0f3b5777ef213", size = 1682042, upload-time = "2025-10-28T20:57:55.617Z" }, - { url = "https://files.pythonhosted.org/packages/3f/30/43d3e0f9d6473a6db7d472104c4eff4417b1e9df01774cb930338806d36b/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:a4b88ebe35ce54205c7074f7302bd08a4cb83256a3e0870c72d6f68a3aaf8e49", size = 1680085, upload-time = "2025-10-28T20:57:57.59Z" }, - { url = "https://files.pythonhosted.org/packages/16/51/c709f352c911b1864cfd1087577760ced64b3e5bee2aa88b8c0c8e2e4972/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:98c4fb90bb82b70a4ed79ca35f656f4281885be076f3f970ce315402b53099ae", size = 1728238, upload-time = "2025-10-28T20:57:59.525Z" }, - { url = "https://files.pythonhosted.org/packages/19/e2/19bd4c547092b773caeb48ff5ae4b1ae86756a0ee76c16727fcfd281404b/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:ec7534e63ae0f3759df3a1ed4fa6bc8f75082a924b590619c0dd2f76d7043caa", size = 1544395, upload-time = "2025-10-28T20:58:01.914Z" }, - { url = "https://files.pythonhosted.org/packages/cf/87/860f2803b27dfc5ed7be532832a3498e4919da61299b4a1f8eb89b8ff44d/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:5b927cf9b935a13e33644cbed6c8c4b2d0f25b713d838743f8fe7191b33829c4", size = 1742965, upload-time = "2025-10-28T20:58:03.972Z" }, - { url = "https://files.pythonhosted.org/packages/67/7f/db2fc7618925e8c7a601094d5cbe539f732df4fb570740be88ed9e40e99a/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:88d6c017966a78c5265d996c19cdb79235be5e6412268d7e2ce7dee339471b7a", size = 1697585, upload-time = "2025-10-28T20:58:06.189Z" }, - { url = "https://files.pythonhosted.org/packages/0c/07/9127916cb09bb38284db5036036042b7b2c514c8ebaeee79da550c43a6d6/aiohttp-3.13.2-cp314-cp314-win32.whl", hash = "sha256:f7c183e786e299b5d6c49fb43a769f8eb8e04a2726a2bd5887b98b5cc2d67940", size = 431621, upload-time = "2025-10-28T20:58:08.636Z" }, - { url = "https://files.pythonhosted.org/packages/fb/41/554a8a380df6d3a2bba8a7726429a23f4ac62aaf38de43bb6d6cde7b4d4d/aiohttp-3.13.2-cp314-cp314-win_amd64.whl", hash = "sha256:fe242cd381e0fb65758faf5ad96c2e460df6ee5b2de1072fe97e4127927e00b4", size = 457627, upload-time = "2025-10-28T20:58:11Z" }, - { url = "https://files.pythonhosted.org/packages/c7/8e/3824ef98c039d3951cb65b9205a96dd2b20f22241ee17d89c5701557c826/aiohttp-3.13.2-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:f10d9c0b0188fe85398c61147bbd2a657d616c876863bfeff43376e0e3134673", size = 767360, upload-time = "2025-10-28T20:58:13.358Z" }, - { url = "https://files.pythonhosted.org/packages/a4/0f/6a03e3fc7595421274fa34122c973bde2d89344f8a881b728fa8c774e4f1/aiohttp-3.13.2-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:e7c952aefdf2460f4ae55c5e9c3e80aa72f706a6317e06020f80e96253b1accd", size = 504616, upload-time = "2025-10-28T20:58:15.339Z" }, - { url = "https://files.pythonhosted.org/packages/c6/aa/ed341b670f1bc8a6f2c6a718353d13b9546e2cef3544f573c6a1ff0da711/aiohttp-3.13.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c20423ce14771d98353d2e25e83591fa75dfa90a3c1848f3d7c68243b4fbded3", size = 509131, upload-time = "2025-10-28T20:58:17.693Z" }, - { url = "https://files.pythonhosted.org/packages/7f/f0/c68dac234189dae5c4bbccc0f96ce0cc16b76632cfc3a08fff180045cfa4/aiohttp-3.13.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e96eb1a34396e9430c19d8338d2ec33015e4a87ef2b4449db94c22412e25ccdf", size = 1864168, upload-time = "2025-10-28T20:58:20.113Z" }, - { url = "https://files.pythonhosted.org/packages/8f/65/75a9a76db8364b5d0e52a0c20eabc5d52297385d9af9c35335b924fafdee/aiohttp-3.13.2-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:23fb0783bc1a33640036465019d3bba069942616a6a2353c6907d7fe1ccdaf4e", size = 1719200, upload-time = "2025-10-28T20:58:22.583Z" }, - { url = "https://files.pythonhosted.org/packages/f5/55/8df2ed78d7f41d232f6bd3ff866b6f617026551aa1d07e2f03458f964575/aiohttp-3.13.2-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2e1a9bea6244a1d05a4e57c295d69e159a5c50d8ef16aa390948ee873478d9a5", size = 1843497, upload-time = "2025-10-28T20:58:24.672Z" }, - { url = "https://files.pythonhosted.org/packages/e9/e0/94d7215e405c5a02ccb6a35c7a3a6cfff242f457a00196496935f700cde5/aiohttp-3.13.2-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0a3d54e822688b56e9f6b5816fb3de3a3a64660efac64e4c2dc435230ad23bad", size = 1935703, upload-time = "2025-10-28T20:58:26.758Z" }, - { url = "https://files.pythonhosted.org/packages/0b/78/1eeb63c3f9b2d1015a4c02788fb543141aad0a03ae3f7a7b669b2483f8d4/aiohttp-3.13.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7a653d872afe9f33497215745da7a943d1dc15b728a9c8da1c3ac423af35178e", size = 1792738, upload-time = "2025-10-28T20:58:29.787Z" }, - { url = "https://files.pythonhosted.org/packages/41/75/aaf1eea4c188e51538c04cc568040e3082db263a57086ea74a7d38c39e42/aiohttp-3.13.2-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:56d36e80d2003fa3fc0207fac644216d8532e9504a785ef9a8fd013f84a42c61", size = 1624061, upload-time = "2025-10-28T20:58:32.529Z" }, - { url = "https://files.pythonhosted.org/packages/9b/c2/3b6034de81fbcc43de8aeb209073a2286dfb50b86e927b4efd81cf848197/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:78cd586d8331fb8e241c2dd6b2f4061778cc69e150514b39a9e28dd050475661", size = 1789201, upload-time = "2025-10-28T20:58:34.618Z" }, - { url = "https://files.pythonhosted.org/packages/c9/38/c15dcf6d4d890217dae79d7213988f4e5fe6183d43893a9cf2fe9e84ca8d/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:20b10bbfbff766294fe99987f7bb3b74fdd2f1a2905f2562132641ad434dcf98", size = 1776868, upload-time = "2025-10-28T20:58:38.835Z" }, - { url = "https://files.pythonhosted.org/packages/04/75/f74fd178ac81adf4f283a74847807ade5150e48feda6aef024403716c30c/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9ec49dff7e2b3c85cdeaa412e9d438f0ecd71676fde61ec57027dd392f00c693", size = 1790660, upload-time = "2025-10-28T20:58:41.507Z" }, - { url = "https://files.pythonhosted.org/packages/e7/80/7368bd0d06b16b3aba358c16b919e9c46cf11587dc572091031b0e9e3ef0/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:94f05348c4406450f9d73d38efb41d669ad6cd90c7ee194810d0eefbfa875a7a", size = 1617548, upload-time = "2025-10-28T20:58:43.674Z" }, - { url = "https://files.pythonhosted.org/packages/7d/4b/a6212790c50483cb3212e507378fbe26b5086d73941e1ec4b56a30439688/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:fa4dcb605c6f82a80c7f95713c2b11c3b8e9893b3ebd2bc9bde93165ed6107be", size = 1817240, upload-time = "2025-10-28T20:58:45.787Z" }, - { url = "https://files.pythonhosted.org/packages/ff/f7/ba5f0ba4ea8d8f3c32850912944532b933acbf0f3a75546b89269b9b7dde/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:cf00e5db968c3f67eccd2778574cf64d8b27d95b237770aa32400bd7a1ca4f6c", size = 1762334, upload-time = "2025-10-28T20:58:47.936Z" }, - { url = "https://files.pythonhosted.org/packages/7e/83/1a5a1856574588b1cad63609ea9ad75b32a8353ac995d830bf5da9357364/aiohttp-3.13.2-cp314-cp314t-win32.whl", hash = "sha256:d23b5fe492b0805a50d3371e8a728a9134d8de5447dce4c885f5587294750734", size = 464685, upload-time = "2025-10-28T20:58:50.642Z" }, - { url = "https://files.pythonhosted.org/packages/9f/4d/d22668674122c08f4d56972297c51a624e64b3ed1efaa40187607a7cb66e/aiohttp-3.13.2-cp314-cp314t-win_amd64.whl", hash = "sha256:ff0a7b0a82a7ab905cbda74006318d1b12e37c797eb1b0d4eb3e316cf47f658f", size = 498093, upload-time = "2025-10-28T20:58:52.782Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/1c/ce/3b83ebba6b3207a7135e5fcaba49706f8a4b6008153b4e30540c982fae26/aiohttp-3.13.2.tar.gz", hash = "sha256:40176a52c186aefef6eb3cad2cdd30cd06e3afbe88fe8ab2af9c0b90f228daca", size = 7837994 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6d/34/939730e66b716b76046dedfe0842995842fa906ccc4964bba414ff69e429/aiohttp-3.13.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2372b15a5f62ed37789a6b383ff7344fc5b9f243999b0cd9b629d8bc5f5b4155", size = 736471 }, + { url = "https://files.pythonhosted.org/packages/fd/cf/dcbdf2df7f6ca72b0bb4c0b4509701f2d8942cf54e29ca197389c214c07f/aiohttp-3.13.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e7f8659a48995edee7229522984bd1009c1213929c769c2daa80b40fe49a180c", size = 493985 }, + { url = "https://files.pythonhosted.org/packages/9d/87/71c8867e0a1d0882dcbc94af767784c3cb381c1c4db0943ab4aae4fed65e/aiohttp-3.13.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:939ced4a7add92296b0ad38892ce62b98c619288a081170695c6babe4f50e636", size = 489274 }, + { url = "https://files.pythonhosted.org/packages/38/0f/46c24e8dae237295eaadd113edd56dee96ef6462adf19b88592d44891dc5/aiohttp-3.13.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6315fb6977f1d0dd41a107c527fee2ed5ab0550b7d885bc15fee20ccb17891da", size = 1668171 }, + { url = "https://files.pythonhosted.org/packages/eb/c6/4cdfb4440d0e28483681a48f69841fa5e39366347d66ef808cbdadddb20e/aiohttp-3.13.2-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:6e7352512f763f760baaed2637055c49134fd1d35b37c2dedfac35bfe5cf8725", size = 1636036 }, + { url = "https://files.pythonhosted.org/packages/84/37/8708cf678628216fb678ab327a4e1711c576d6673998f4f43e86e9ae90dd/aiohttp-3.13.2-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e09a0a06348a2dd73e7213353c90d709502d9786219f69b731f6caa0efeb46f5", size = 1727975 }, + { url = "https://files.pythonhosted.org/packages/e6/2e/3ebfe12fdcb9b5f66e8a0a42dffcd7636844c8a018f261efb2419f68220b/aiohttp-3.13.2-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a09a6d073fb5789456545bdee2474d14395792faa0527887f2f4ec1a486a59d3", size = 1815823 }, + { url = "https://files.pythonhosted.org/packages/a1/4f/ca2ef819488cbb41844c6cf92ca6dd15b9441e6207c58e5ae0e0fc8d70ad/aiohttp-3.13.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b59d13c443f8e049d9e94099c7e412e34610f1f49be0f230ec656a10692a5802", size = 1669374 }, + { url = "https://files.pythonhosted.org/packages/f8/fe/1fe2e1179a0d91ce09c99069684aab619bf2ccde9b20bd6ca44f8837203e/aiohttp-3.13.2-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:20db2d67985d71ca033443a1ba2001c4b5693fe09b0e29f6d9358a99d4d62a8a", size = 1555315 }, + { url = "https://files.pythonhosted.org/packages/5a/2b/f3781899b81c45d7cbc7140cddb8a3481c195e7cbff8e36374759d2ab5a5/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:960c2fc686ba27b535f9fd2b52d87ecd7e4fd1cf877f6a5cba8afb5b4a8bd204", size = 1639140 }, + { url = "https://files.pythonhosted.org/packages/72/27/c37e85cd3ece6f6c772e549bd5a253d0c122557b25855fb274224811e4f2/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:6c00dbcf5f0d88796151e264a8eab23de2997c9303dd7c0bf622e23b24d3ce22", size = 1645496 }, + { url = "https://files.pythonhosted.org/packages/66/20/3af1ab663151bd3780b123e907761cdb86ec2c4e44b2d9b195ebc91fbe37/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fed38a5edb7945f4d1bcabe2fcd05db4f6ec7e0e82560088b754f7e08d93772d", size = 1697625 }, + { url = "https://files.pythonhosted.org/packages/95/eb/ae5cab15efa365e13d56b31b0d085a62600298bf398a7986f8388f73b598/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:b395bbca716c38bef3c764f187860e88c724b342c26275bc03e906142fc5964f", size = 1542025 }, + { url = "https://files.pythonhosted.org/packages/e9/2d/1683e8d67ec72d911397fe4e575688d2a9b8f6a6e03c8fdc9f3fd3d4c03f/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:204ffff2426c25dfda401ba08da85f9c59525cdc42bda26660463dd1cbcfec6f", size = 1714918 }, + { url = "https://files.pythonhosted.org/packages/99/a2/ffe8e0e1c57c5e542d47ffa1fcf95ef2b3ea573bf7c4d2ee877252431efc/aiohttp-3.13.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:05c4dd3c48fb5f15db31f57eb35374cb0c09afdde532e7fb70a75aede0ed30f6", size = 1656113 }, + { url = "https://files.pythonhosted.org/packages/0d/42/d511aff5c3a2b06c09d7d214f508a4ad8ac7799817f7c3d23e7336b5e896/aiohttp-3.13.2-cp310-cp310-win32.whl", hash = "sha256:e574a7d61cf10351d734bcddabbe15ede0eaa8a02070d85446875dc11189a251", size = 432290 }, + { url = "https://files.pythonhosted.org/packages/8b/ea/1c2eb7098b5bad4532994f2b7a8228d27674035c9b3234fe02c37469ef14/aiohttp-3.13.2-cp310-cp310-win_amd64.whl", hash = "sha256:364f55663085d658b8462a1c3f17b2b84a5c2e1ba858e1b79bff7b2e24ad1514", size = 455075 }, + { url = "https://files.pythonhosted.org/packages/35/74/b321e7d7ca762638cdf8cdeceb39755d9c745aff7a64c8789be96ddf6e96/aiohttp-3.13.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:4647d02df098f6434bafd7f32ad14942f05a9caa06c7016fdcc816f343997dd0", size = 743409 }, + { url = "https://files.pythonhosted.org/packages/99/3d/91524b905ec473beaf35158d17f82ef5a38033e5809fe8742e3657cdbb97/aiohttp-3.13.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e3403f24bcb9c3b29113611c3c16a2a447c3953ecf86b79775e7be06f7ae7ccb", size = 497006 }, + { url = "https://files.pythonhosted.org/packages/eb/d3/7f68bc02a67716fe80f063e19adbd80a642e30682ce74071269e17d2dba1/aiohttp-3.13.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:43dff14e35aba17e3d6d5ba628858fb8cb51e30f44724a2d2f0c75be492c55e9", size = 493195 }, + { url = "https://files.pythonhosted.org/packages/98/31/913f774a4708775433b7375c4f867d58ba58ead833af96c8af3621a0d243/aiohttp-3.13.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e2a9ea08e8c58bb17655630198833109227dea914cd20be660f52215f6de5613", size = 1747759 }, + { url = "https://files.pythonhosted.org/packages/e8/63/04efe156f4326f31c7c4a97144f82132c3bb21859b7bb84748d452ccc17c/aiohttp-3.13.2-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:53b07472f235eb80e826ad038c9d106c2f653584753f3ddab907c83f49eedead", size = 1704456 }, + { url = "https://files.pythonhosted.org/packages/8e/02/4e16154d8e0a9cf4ae76f692941fd52543bbb148f02f098ca73cab9b1c1b/aiohttp-3.13.2-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:e736c93e9c274fce6419af4aac199984d866e55f8a4cec9114671d0ea9688780", size = 1807572 }, + { url = "https://files.pythonhosted.org/packages/34/58/b0583defb38689e7f06798f0285b1ffb3a6fb371f38363ce5fd772112724/aiohttp-3.13.2-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ff5e771f5dcbc81c64898c597a434f7682f2259e0cd666932a913d53d1341d1a", size = 1895954 }, + { url = "https://files.pythonhosted.org/packages/6b/f3/083907ee3437425b4e376aa58b2c915eb1a33703ec0dc30040f7ae3368c6/aiohttp-3.13.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a3b6fb0c207cc661fa0bf8c66d8d9b657331ccc814f4719468af61034b478592", size = 1747092 }, + { url = "https://files.pythonhosted.org/packages/ac/61/98a47319b4e425cc134e05e5f3fc512bf9a04bf65aafd9fdcda5d57ec693/aiohttp-3.13.2-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:97a0895a8e840ab3520e2288db7cace3a1981300d48babeb50e7425609e2e0ab", size = 1606815 }, + { url = "https://files.pythonhosted.org/packages/97/4b/e78b854d82f66bb974189135d31fce265dee0f5344f64dd0d345158a5973/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9e8f8afb552297aca127c90cb840e9a1d4bfd6a10d7d8f2d9176e1acc69bad30", size = 1723789 }, + { url = "https://files.pythonhosted.org/packages/ed/fc/9d2ccc794fc9b9acd1379d625c3a8c64a45508b5091c546dea273a41929e/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:ed2f9c7216e53c3df02264f25d824b079cc5914f9e2deba94155190ef648ee40", size = 1718104 }, + { url = "https://files.pythonhosted.org/packages/66/65/34564b8765ea5c7d79d23c9113135d1dd3609173da13084830f1507d56cf/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:99c5280a329d5fa18ef30fd10c793a190d996567667908bef8a7f81f8202b948", size = 1785584 }, + { url = "https://files.pythonhosted.org/packages/30/be/f6a7a426e02fc82781afd62016417b3948e2207426d90a0e478790d1c8a4/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:2ca6ffef405fc9c09a746cb5d019c1672cd7f402542e379afc66b370833170cf", size = 1595126 }, + { url = "https://files.pythonhosted.org/packages/e5/c7/8e22d5d28f94f67d2af496f14a83b3c155d915d1fe53d94b66d425ec5b42/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:47f438b1a28e926c37632bff3c44df7d27c9b57aaf4e34b1def3c07111fdb782", size = 1800665 }, + { url = "https://files.pythonhosted.org/packages/d1/11/91133c8b68b1da9fc16555706aa7276fdf781ae2bb0876c838dd86b8116e/aiohttp-3.13.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9acda8604a57bb60544e4646a4615c1866ee6c04a8edef9b8ee6fd1d8fa2ddc8", size = 1739532 }, + { url = "https://files.pythonhosted.org/packages/17/6b/3747644d26a998774b21a616016620293ddefa4d63af6286f389aedac844/aiohttp-3.13.2-cp311-cp311-win32.whl", hash = "sha256:868e195e39b24aaa930b063c08bb0c17924899c16c672a28a65afded9c46c6ec", size = 431876 }, + { url = "https://files.pythonhosted.org/packages/c3/63/688462108c1a00eb9f05765331c107f95ae86f6b197b865d29e930b7e462/aiohttp-3.13.2-cp311-cp311-win_amd64.whl", hash = "sha256:7fd19df530c292542636c2a9a85854fab93474396a52f1695e799186bbd7f24c", size = 456205 }, + { url = "https://files.pythonhosted.org/packages/29/9b/01f00e9856d0a73260e86dd8ed0c2234a466c5c1712ce1c281548df39777/aiohttp-3.13.2-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:b1e56bab2e12b2b9ed300218c351ee2a3d8c8fdab5b1ec6193e11a817767e47b", size = 737623 }, + { url = "https://files.pythonhosted.org/packages/5a/1b/4be39c445e2b2bd0aab4ba736deb649fabf14f6757f405f0c9685019b9e9/aiohttp-3.13.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:364e25edaabd3d37b1db1f0cbcee8c73c9a3727bfa262b83e5e4cf3489a2a9dc", size = 492664 }, + { url = "https://files.pythonhosted.org/packages/28/66/d35dcfea8050e131cdd731dff36434390479b4045a8d0b9d7111b0a968f1/aiohttp-3.13.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c5c94825f744694c4b8db20b71dba9a257cd2ba8e010a803042123f3a25d50d7", size = 491808 }, + { url = "https://files.pythonhosted.org/packages/00/29/8e4609b93e10a853b65f8291e64985de66d4f5848c5637cddc70e98f01f8/aiohttp-3.13.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ba2715d842ffa787be87cbfce150d5e88c87a98e0b62e0f5aa489169a393dbbb", size = 1738863 }, + { url = "https://files.pythonhosted.org/packages/9d/fa/4ebdf4adcc0def75ced1a0d2d227577cd7b1b85beb7edad85fcc87693c75/aiohttp-3.13.2-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:585542825c4bc662221fb257889e011a5aa00f1ae4d75d1d246a5225289183e3", size = 1700586 }, + { url = "https://files.pythonhosted.org/packages/da/04/73f5f02ff348a3558763ff6abe99c223381b0bace05cd4530a0258e52597/aiohttp-3.13.2-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:39d02cb6025fe1aabca329c5632f48c9532a3dabccd859e7e2f110668972331f", size = 1768625 }, + { url = "https://files.pythonhosted.org/packages/f8/49/a825b79ffec124317265ca7d2344a86bcffeb960743487cb11988ffb3494/aiohttp-3.13.2-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e67446b19e014d37342f7195f592a2a948141d15a312fe0e700c2fd2f03124f6", size = 1867281 }, + { url = "https://files.pythonhosted.org/packages/b9/48/adf56e05f81eac31edcfae45c90928f4ad50ef2e3ea72cb8376162a368f8/aiohttp-3.13.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4356474ad6333e41ccefd39eae869ba15a6c5299c9c01dfdcfdd5c107be4363e", size = 1752431 }, + { url = "https://files.pythonhosted.org/packages/30/ab/593855356eead019a74e862f21523db09c27f12fd24af72dbc3555b9bfd9/aiohttp-3.13.2-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:eeacf451c99b4525f700f078becff32c32ec327b10dcf31306a8a52d78166de7", size = 1562846 }, + { url = "https://files.pythonhosted.org/packages/39/0f/9f3d32271aa8dc35036e9668e31870a9d3b9542dd6b3e2c8a30931cb27ae/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d8a9b889aeabd7a4e9af0b7f4ab5ad94d42e7ff679aaec6d0db21e3b639ad58d", size = 1699606 }, + { url = "https://files.pythonhosted.org/packages/2c/3c/52d2658c5699b6ef7692a3f7128b2d2d4d9775f2a68093f74bca06cf01e1/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:fa89cb11bc71a63b69568d5b8a25c3ca25b6d54c15f907ca1c130d72f320b76b", size = 1720663 }, + { url = "https://files.pythonhosted.org/packages/9b/d4/8f8f3ff1fb7fb9e3f04fcad4e89d8a1cd8fc7d05de67e3de5b15b33008ff/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:8aa7c807df234f693fed0ecd507192fc97692e61fee5702cdc11155d2e5cadc8", size = 1737939 }, + { url = "https://files.pythonhosted.org/packages/03/d3/ddd348f8a27a634daae39a1b8e291ff19c77867af438af844bf8b7e3231b/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:9eb3e33fdbe43f88c3c75fa608c25e7c47bbd80f48d012763cb67c47f39a7e16", size = 1555132 }, + { url = "https://files.pythonhosted.org/packages/39/b8/46790692dc46218406f94374903ba47552f2f9f90dad554eed61bfb7b64c/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:9434bc0d80076138ea986833156c5a48c9c7a8abb0c96039ddbb4afc93184169", size = 1764802 }, + { url = "https://files.pythonhosted.org/packages/ba/e4/19ce547b58ab2a385e5f0b8aa3db38674785085abcf79b6e0edd1632b12f/aiohttp-3.13.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ff15c147b2ad66da1f2cbb0622313f2242d8e6e8f9b79b5206c84523a4473248", size = 1719512 }, + { url = "https://files.pythonhosted.org/packages/70/30/6355a737fed29dcb6dfdd48682d5790cb5eab050f7b4e01f49b121d3acad/aiohttp-3.13.2-cp312-cp312-win32.whl", hash = "sha256:27e569eb9d9e95dbd55c0fc3ec3a9335defbf1d8bc1d20171a49f3c4c607b93e", size = 426690 }, + { url = "https://files.pythonhosted.org/packages/0a/0d/b10ac09069973d112de6ef980c1f6bb31cb7dcd0bc363acbdad58f927873/aiohttp-3.13.2-cp312-cp312-win_amd64.whl", hash = "sha256:8709a0f05d59a71f33fd05c17fc11fcb8c30140506e13c2f5e8ee1b8964e1b45", size = 453465 }, + { url = "https://files.pythonhosted.org/packages/bf/78/7e90ca79e5aa39f9694dcfd74f4720782d3c6828113bb1f3197f7e7c4a56/aiohttp-3.13.2-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:7519bdc7dfc1940d201651b52bf5e03f5503bda45ad6eacf64dda98be5b2b6be", size = 732139 }, + { url = "https://files.pythonhosted.org/packages/db/ed/1f59215ab6853fbaa5c8495fa6cbc39edfc93553426152b75d82a5f32b76/aiohttp-3.13.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:088912a78b4d4f547a1f19c099d5a506df17eacec3c6f4375e2831ec1d995742", size = 490082 }, + { url = "https://files.pythonhosted.org/packages/68/7b/fe0fe0f5e05e13629d893c760465173a15ad0039c0a5b0d0040995c8075e/aiohttp-3.13.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:5276807b9de9092af38ed23ce120539ab0ac955547b38563a9ba4f5b07b95293", size = 489035 }, + { url = "https://files.pythonhosted.org/packages/d2/04/db5279e38471b7ac801d7d36a57d1230feeee130bbe2a74f72731b23c2b1/aiohttp-3.13.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1237c1375eaef0db4dcd7c2559f42e8af7b87ea7d295b118c60c36a6e61cb811", size = 1720387 }, + { url = "https://files.pythonhosted.org/packages/31/07/8ea4326bd7dae2bd59828f69d7fdc6e04523caa55e4a70f4a8725a7e4ed2/aiohttp-3.13.2-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:96581619c57419c3d7d78703d5b78c1e5e5fc0172d60f555bdebaced82ded19a", size = 1688314 }, + { url = "https://files.pythonhosted.org/packages/48/ab/3d98007b5b87ffd519d065225438cc3b668b2f245572a8cb53da5dd2b1bc/aiohttp-3.13.2-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a2713a95b47374169409d18103366de1050fe0ea73db358fc7a7acb2880422d4", size = 1756317 }, + { url = "https://files.pythonhosted.org/packages/97/3d/801ca172b3d857fafb7b50c7c03f91b72b867a13abca982ed6b3081774ef/aiohttp-3.13.2-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:228a1cd556b3caca590e9511a89444925da87d35219a49ab5da0c36d2d943a6a", size = 1858539 }, + { url = "https://files.pythonhosted.org/packages/f7/0d/4764669bdf47bd472899b3d3db91fffbe925c8e3038ec591a2fd2ad6a14d/aiohttp-3.13.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ac6cde5fba8d7d8c6ac963dbb0256a9854e9fafff52fbcc58fdf819357892c3e", size = 1739597 }, + { url = "https://files.pythonhosted.org/packages/c4/52/7bd3c6693da58ba16e657eb904a5b6decfc48ecd06e9ac098591653b1566/aiohttp-3.13.2-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f2bef8237544f4e42878c61cef4e2839fee6346dc60f5739f876a9c50be7fcdb", size = 1555006 }, + { url = "https://files.pythonhosted.org/packages/48/30/9586667acec5993b6f41d2ebcf96e97a1255a85f62f3c653110a5de4d346/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:16f15a4eac3bc2d76c45f7ebdd48a65d41b242eb6c31c2245463b40b34584ded", size = 1683220 }, + { url = "https://files.pythonhosted.org/packages/71/01/3afe4c96854cfd7b30d78333852e8e851dceaec1c40fd00fec90c6402dd2/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:bb7fb776645af5cc58ab804c58d7eba545a97e047254a52ce89c157b5af6cd0b", size = 1712570 }, + { url = "https://files.pythonhosted.org/packages/11/2c/22799d8e720f4697a9e66fd9c02479e40a49de3de2f0bbe7f9f78a987808/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:e1b4951125ec10c70802f2cb09736c895861cd39fd9dcb35107b4dc8ae6220b8", size = 1733407 }, + { url = "https://files.pythonhosted.org/packages/34/cb/90f15dd029f07cebbd91f8238a8b363978b530cd128488085b5703683594/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:550bf765101ae721ee1d37d8095f47b1f220650f85fe1af37a90ce75bab89d04", size = 1550093 }, + { url = "https://files.pythonhosted.org/packages/69/46/12dce9be9d3303ecbf4d30ad45a7683dc63d90733c2d9fe512be6716cd40/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:fe91b87fc295973096251e2d25a811388e7d8adf3bd2b97ef6ae78bc4ac6c476", size = 1758084 }, + { url = "https://files.pythonhosted.org/packages/f9/c8/0932b558da0c302ffd639fc6362a313b98fdf235dc417bc2493da8394df7/aiohttp-3.13.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e0c8e31cfcc4592cb200160344b2fb6ae0f9e4effe06c644b5a125d4ae5ebe23", size = 1716987 }, + { url = "https://files.pythonhosted.org/packages/5d/8b/f5bd1a75003daed099baec373aed678f2e9b34f2ad40d85baa1368556396/aiohttp-3.13.2-cp313-cp313-win32.whl", hash = "sha256:0740f31a60848d6edb296a0df827473eede90c689b8f9f2a4cdde74889eb2254", size = 425859 }, + { url = "https://files.pythonhosted.org/packages/5d/28/a8a9fc6957b2cee8902414e41816b5ab5536ecf43c3b1843c10e82c559b2/aiohttp-3.13.2-cp313-cp313-win_amd64.whl", hash = "sha256:a88d13e7ca367394908f8a276b89d04a3652044612b9a408a0bb22a5ed976a1a", size = 452192 }, + { url = "https://files.pythonhosted.org/packages/9b/36/e2abae1bd815f01c957cbf7be817b3043304e1c87bad526292a0410fdcf9/aiohttp-3.13.2-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:2475391c29230e063ef53a66669b7b691c9bfc3f1426a0f7bcdf1216bdbac38b", size = 735234 }, + { url = "https://files.pythonhosted.org/packages/ca/e3/1ee62dde9b335e4ed41db6bba02613295a0d5b41f74a783c142745a12763/aiohttp-3.13.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:f33c8748abef4d8717bb20e8fb1b3e07c6adacb7fd6beaae971a764cf5f30d61", size = 490733 }, + { url = "https://files.pythonhosted.org/packages/1a/aa/7a451b1d6a04e8d15a362af3e9b897de71d86feac3babf8894545d08d537/aiohttp-3.13.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:ae32f24bbfb7dbb485a24b30b1149e2f200be94777232aeadba3eecece4d0aa4", size = 491303 }, + { url = "https://files.pythonhosted.org/packages/57/1e/209958dbb9b01174870f6a7538cd1f3f28274fdbc88a750c238e2c456295/aiohttp-3.13.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d7f02042c1f009ffb70067326ef183a047425bb2ff3bc434ead4dd4a4a66a2b", size = 1717965 }, + { url = "https://files.pythonhosted.org/packages/08/aa/6a01848d6432f241416bc4866cae8dc03f05a5a884d2311280f6a09c73d6/aiohttp-3.13.2-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:93655083005d71cd6c072cdab54c886e6570ad2c4592139c3fb967bfc19e4694", size = 1667221 }, + { url = "https://files.pythonhosted.org/packages/87/4f/36c1992432d31bbc789fa0b93c768d2e9047ec8c7177e5cd84ea85155f36/aiohttp-3.13.2-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:0db1e24b852f5f664cd728db140cf11ea0e82450471232a394b3d1a540b0f906", size = 1757178 }, + { url = "https://files.pythonhosted.org/packages/ac/b4/8e940dfb03b7e0f68a82b88fd182b9be0a65cb3f35612fe38c038c3112cf/aiohttp-3.13.2-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b009194665bcd128e23eaddef362e745601afa4641930848af4c8559e88f18f9", size = 1838001 }, + { url = "https://files.pythonhosted.org/packages/d7/ef/39f3448795499c440ab66084a9db7d20ca7662e94305f175a80f5b7e0072/aiohttp-3.13.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c038a8fdc8103cd51dbd986ecdce141473ffd9775a7a8057a6ed9c3653478011", size = 1716325 }, + { url = "https://files.pythonhosted.org/packages/d7/51/b311500ffc860b181c05d91c59a1313bdd05c82960fdd4035a15740d431e/aiohttp-3.13.2-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:66bac29b95a00db411cd758fea0e4b9bdba6d549dfe333f9a945430f5f2cc5a6", size = 1547978 }, + { url = "https://files.pythonhosted.org/packages/31/64/b9d733296ef79815226dab8c586ff9e3df41c6aff2e16c06697b2d2e6775/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:4ebf9cfc9ba24a74cf0718f04aac2a3bbe745902cc7c5ebc55c0f3b5777ef213", size = 1682042 }, + { url = "https://files.pythonhosted.org/packages/3f/30/43d3e0f9d6473a6db7d472104c4eff4417b1e9df01774cb930338806d36b/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:a4b88ebe35ce54205c7074f7302bd08a4cb83256a3e0870c72d6f68a3aaf8e49", size = 1680085 }, + { url = "https://files.pythonhosted.org/packages/16/51/c709f352c911b1864cfd1087577760ced64b3e5bee2aa88b8c0c8e2e4972/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:98c4fb90bb82b70a4ed79ca35f656f4281885be076f3f970ce315402b53099ae", size = 1728238 }, + { url = "https://files.pythonhosted.org/packages/19/e2/19bd4c547092b773caeb48ff5ae4b1ae86756a0ee76c16727fcfd281404b/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:ec7534e63ae0f3759df3a1ed4fa6bc8f75082a924b590619c0dd2f76d7043caa", size = 1544395 }, + { url = "https://files.pythonhosted.org/packages/cf/87/860f2803b27dfc5ed7be532832a3498e4919da61299b4a1f8eb89b8ff44d/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:5b927cf9b935a13e33644cbed6c8c4b2d0f25b713d838743f8fe7191b33829c4", size = 1742965 }, + { url = "https://files.pythonhosted.org/packages/67/7f/db2fc7618925e8c7a601094d5cbe539f732df4fb570740be88ed9e40e99a/aiohttp-3.13.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:88d6c017966a78c5265d996c19cdb79235be5e6412268d7e2ce7dee339471b7a", size = 1697585 }, + { url = "https://files.pythonhosted.org/packages/0c/07/9127916cb09bb38284db5036036042b7b2c514c8ebaeee79da550c43a6d6/aiohttp-3.13.2-cp314-cp314-win32.whl", hash = "sha256:f7c183e786e299b5d6c49fb43a769f8eb8e04a2726a2bd5887b98b5cc2d67940", size = 431621 }, + { url = "https://files.pythonhosted.org/packages/fb/41/554a8a380df6d3a2bba8a7726429a23f4ac62aaf38de43bb6d6cde7b4d4d/aiohttp-3.13.2-cp314-cp314-win_amd64.whl", hash = "sha256:fe242cd381e0fb65758faf5ad96c2e460df6ee5b2de1072fe97e4127927e00b4", size = 457627 }, + { url = "https://files.pythonhosted.org/packages/c7/8e/3824ef98c039d3951cb65b9205a96dd2b20f22241ee17d89c5701557c826/aiohttp-3.13.2-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:f10d9c0b0188fe85398c61147bbd2a657d616c876863bfeff43376e0e3134673", size = 767360 }, + { url = "https://files.pythonhosted.org/packages/a4/0f/6a03e3fc7595421274fa34122c973bde2d89344f8a881b728fa8c774e4f1/aiohttp-3.13.2-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:e7c952aefdf2460f4ae55c5e9c3e80aa72f706a6317e06020f80e96253b1accd", size = 504616 }, + { url = "https://files.pythonhosted.org/packages/c6/aa/ed341b670f1bc8a6f2c6a718353d13b9546e2cef3544f573c6a1ff0da711/aiohttp-3.13.2-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c20423ce14771d98353d2e25e83591fa75dfa90a3c1848f3d7c68243b4fbded3", size = 509131 }, + { url = "https://files.pythonhosted.org/packages/7f/f0/c68dac234189dae5c4bbccc0f96ce0cc16b76632cfc3a08fff180045cfa4/aiohttp-3.13.2-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e96eb1a34396e9430c19d8338d2ec33015e4a87ef2b4449db94c22412e25ccdf", size = 1864168 }, + { url = "https://files.pythonhosted.org/packages/8f/65/75a9a76db8364b5d0e52a0c20eabc5d52297385d9af9c35335b924fafdee/aiohttp-3.13.2-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:23fb0783bc1a33640036465019d3bba069942616a6a2353c6907d7fe1ccdaf4e", size = 1719200 }, + { url = "https://files.pythonhosted.org/packages/f5/55/8df2ed78d7f41d232f6bd3ff866b6f617026551aa1d07e2f03458f964575/aiohttp-3.13.2-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2e1a9bea6244a1d05a4e57c295d69e159a5c50d8ef16aa390948ee873478d9a5", size = 1843497 }, + { url = "https://files.pythonhosted.org/packages/e9/e0/94d7215e405c5a02ccb6a35c7a3a6cfff242f457a00196496935f700cde5/aiohttp-3.13.2-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0a3d54e822688b56e9f6b5816fb3de3a3a64660efac64e4c2dc435230ad23bad", size = 1935703 }, + { url = "https://files.pythonhosted.org/packages/0b/78/1eeb63c3f9b2d1015a4c02788fb543141aad0a03ae3f7a7b669b2483f8d4/aiohttp-3.13.2-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7a653d872afe9f33497215745da7a943d1dc15b728a9c8da1c3ac423af35178e", size = 1792738 }, + { url = "https://files.pythonhosted.org/packages/41/75/aaf1eea4c188e51538c04cc568040e3082db263a57086ea74a7d38c39e42/aiohttp-3.13.2-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:56d36e80d2003fa3fc0207fac644216d8532e9504a785ef9a8fd013f84a42c61", size = 1624061 }, + { url = "https://files.pythonhosted.org/packages/9b/c2/3b6034de81fbcc43de8aeb209073a2286dfb50b86e927b4efd81cf848197/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:78cd586d8331fb8e241c2dd6b2f4061778cc69e150514b39a9e28dd050475661", size = 1789201 }, + { url = "https://files.pythonhosted.org/packages/c9/38/c15dcf6d4d890217dae79d7213988f4e5fe6183d43893a9cf2fe9e84ca8d/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:20b10bbfbff766294fe99987f7bb3b74fdd2f1a2905f2562132641ad434dcf98", size = 1776868 }, + { url = "https://files.pythonhosted.org/packages/04/75/f74fd178ac81adf4f283a74847807ade5150e48feda6aef024403716c30c/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9ec49dff7e2b3c85cdeaa412e9d438f0ecd71676fde61ec57027dd392f00c693", size = 1790660 }, + { url = "https://files.pythonhosted.org/packages/e7/80/7368bd0d06b16b3aba358c16b919e9c46cf11587dc572091031b0e9e3ef0/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:94f05348c4406450f9d73d38efb41d669ad6cd90c7ee194810d0eefbfa875a7a", size = 1617548 }, + { url = "https://files.pythonhosted.org/packages/7d/4b/a6212790c50483cb3212e507378fbe26b5086d73941e1ec4b56a30439688/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:fa4dcb605c6f82a80c7f95713c2b11c3b8e9893b3ebd2bc9bde93165ed6107be", size = 1817240 }, + { url = "https://files.pythonhosted.org/packages/ff/f7/ba5f0ba4ea8d8f3c32850912944532b933acbf0f3a75546b89269b9b7dde/aiohttp-3.13.2-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:cf00e5db968c3f67eccd2778574cf64d8b27d95b237770aa32400bd7a1ca4f6c", size = 1762334 }, + { url = "https://files.pythonhosted.org/packages/7e/83/1a5a1856574588b1cad63609ea9ad75b32a8353ac995d830bf5da9357364/aiohttp-3.13.2-cp314-cp314t-win32.whl", hash = "sha256:d23b5fe492b0805a50d3371e8a728a9134d8de5447dce4c885f5587294750734", size = 464685 }, + { url = "https://files.pythonhosted.org/packages/9f/4d/d22668674122c08f4d56972297c51a624e64b3ed1efaa40187607a7cb66e/aiohttp-3.13.2-cp314-cp314t-win_amd64.whl", hash = "sha256:ff0a7b0a82a7ab905cbda74006318d1b12e37c797eb1b0d4eb3e316cf47f658f", size = 498093 }, ] [[package]] @@ -710,36 +714,36 @@ dependencies = [ { name = "frozenlist", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/61/62/06741b579156360248d1ec624842ad0edf697050bbaf7c3e46394e106ad1/aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7", size = 25007, upload-time = "2025-07-03T22:54:43.528Z" } +sdist = { url = "https://files.pythonhosted.org/packages/61/62/06741b579156360248d1ec624842ad0edf697050bbaf7c3e46394e106ad1/aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7", size = 25007 } wheels = [ - { url = "https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e", size = 7490, upload-time = "2025-07-03T22:54:42.156Z" }, + { url = "https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e", size = 7490 }, ] [[package]] name = "alabaster" version = "0.7.16" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/c9/3e/13dd8e5ed9094e734ac430b5d0eb4f2bb001708a8b7856cbf8e084e001ba/alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65", size = 23776, upload-time = "2024-01-10T00:56:10.189Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c9/3e/13dd8e5ed9094e734ac430b5d0eb4f2bb001708a8b7856cbf8e084e001ba/alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65", size = 23776 } wheels = [ - { url = "https://files.pythonhosted.org/packages/32/34/d4e1c02d3bee589efb5dfa17f88ea08bdb3e3eac12bc475462aec52ed223/alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92", size = 13511, upload-time = "2024-01-10T00:56:08.388Z" }, + { url = "https://files.pythonhosted.org/packages/32/34/d4e1c02d3bee589efb5dfa17f88ea08bdb3e3eac12bc475462aec52ed223/alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92", size = 13511 }, ] [[package]] name = "annotated-doc" version = "0.0.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/d7/a6/dc46877b911e40c00d395771ea710d5e77b6de7bacd5fdcd78d70cc5a48f/annotated_doc-0.0.3.tar.gz", hash = "sha256:e18370014c70187422c33e945053ff4c286f453a984eba84d0dbfa0c935adeda", size = 5535, upload-time = "2025-10-24T14:57:10.718Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d7/a6/dc46877b911e40c00d395771ea710d5e77b6de7bacd5fdcd78d70cc5a48f/annotated_doc-0.0.3.tar.gz", hash = "sha256:e18370014c70187422c33e945053ff4c286f453a984eba84d0dbfa0c935adeda", size = 5535 } wheels = [ - { url = "https://files.pythonhosted.org/packages/02/b7/cf592cb5de5cb3bade3357f8d2cf42bf103bbe39f459824b4939fd212911/annotated_doc-0.0.3-py3-none-any.whl", hash = "sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580", size = 5488, upload-time = "2025-10-24T14:57:09.462Z" }, + { url = "https://files.pythonhosted.org/packages/02/b7/cf592cb5de5cb3bade3357f8d2cf42bf103bbe39f459824b4939fd212911/annotated_doc-0.0.3-py3-none-any.whl", hash = "sha256:348ec6664a76f1fd3be81f43dffbee4c7e8ce931ba71ec67cc7f4ade7fbbb580", size = 5488 }, ] [[package]] name = "annotated-types" version = "0.7.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081, upload-time = "2024-05-20T21:33:25.928Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081 } wheels = [ - { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643, upload-time = "2024-05-20T21:33:24.1Z" }, + { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 }, ] [[package]] @@ -756,9 +760,9 @@ dependencies = [ { name = "sniffio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/49/07/61f3ca8e69c5dcdaec31b36b79a53ea21c5b4ca5e93c7df58c71f43bf8d8/anthropic-0.72.0.tar.gz", hash = "sha256:8971fe76dcffc644f74ac3883069beb1527641115ae0d6eb8fa21c1ce4082f7a", size = 493721, upload-time = "2025-10-28T19:13:01.755Z" } +sdist = { url = "https://files.pythonhosted.org/packages/49/07/61f3ca8e69c5dcdaec31b36b79a53ea21c5b4ca5e93c7df58c71f43bf8d8/anthropic-0.72.0.tar.gz", hash = "sha256:8971fe76dcffc644f74ac3883069beb1527641115ae0d6eb8fa21c1ce4082f7a", size = 493721 } wheels = [ - { url = "https://files.pythonhosted.org/packages/7b/b7/160d4fb30080395b4143f1d1a4f6c646ba9105561108d2a434b606c03579/anthropic-0.72.0-py3-none-any.whl", hash = "sha256:0e9f5a7582f038cab8efbb4c959e49ef654a56bfc7ba2da51b5a7b8a84de2e4d", size = 357464, upload-time = "2025-10-28T19:13:00.215Z" }, + { url = "https://files.pythonhosted.org/packages/7b/b7/160d4fb30080395b4143f1d1a4f6c646ba9105561108d2a434b606c03579/anthropic-0.72.0-py3-none-any.whl", hash = "sha256:0e9f5a7582f038cab8efbb4c959e49ef654a56bfc7ba2da51b5a7b8a84de2e4d", size = 357464 }, ] [[package]] @@ -771,18 +775,18 @@ dependencies = [ { name = "sniffio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/c6/78/7d432127c41b50bccba979505f272c16cbcadcc33645d5fa3a738110ae75/anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4", size = 219094, upload-time = "2025-09-23T09:19:12.58Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c6/78/7d432127c41b50bccba979505f272c16cbcadcc33645d5fa3a738110ae75/anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4", size = 219094 } wheels = [ - { url = "https://files.pythonhosted.org/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc", size = 109097, upload-time = "2025-09-23T09:19:10.601Z" }, + { url = "https://files.pythonhosted.org/packages/15/b3/9b1a8074496371342ec1e796a96f99c82c945a339cd81a8e73de28b4cf9e/anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc", size = 109097 }, ] [[package]] name = "appdirs" version = "1.4.4" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/d7/d8/05696357e0311f5b5c316d7b95f46c669dd9c15aaeecbb48c7d0aeb88c40/appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41", size = 13470, upload-time = "2020-05-11T07:59:51.037Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d7/d8/05696357e0311f5b5c316d7b95f46c669dd9c15aaeecbb48c7d0aeb88c40/appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41", size = 13470 } wheels = [ - { url = "https://files.pythonhosted.org/packages/3b/00/2344469e2084fb287c2e0b57b72910309874c3245463acd6cf5e3db69324/appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128", size = 9566, upload-time = "2020-05-11T07:59:49.499Z" }, + { url = "https://files.pythonhosted.org/packages/3b/00/2344469e2084fb287c2e0b57b72910309874c3245463acd6cf5e3db69324/appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128", size = 9566 }, ] [[package]] @@ -792,27 +796,27 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "tzlocal", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/d0/81/192db4f8471de5bc1f0d098783decffb1e6e69c4f8b4bc6711094691950b/apscheduler-3.11.1.tar.gz", hash = "sha256:0db77af6400c84d1747fe98a04b8b58f0080c77d11d338c4f507a9752880f221", size = 108044, upload-time = "2025-10-31T18:55:42.819Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d0/81/192db4f8471de5bc1f0d098783decffb1e6e69c4f8b4bc6711094691950b/apscheduler-3.11.1.tar.gz", hash = "sha256:0db77af6400c84d1747fe98a04b8b58f0080c77d11d338c4f507a9752880f221", size = 108044 } wheels = [ - { url = "https://files.pythonhosted.org/packages/58/9f/d3c76f76c73fcc959d28e9def45b8b1cc3d7722660c5003b19c1022fd7f4/apscheduler-3.11.1-py3-none-any.whl", hash = "sha256:6162cb5683cb09923654fa9bdd3130c4be4bfda6ad8990971c9597ecd52965d2", size = 64278, upload-time = "2025-10-31T18:55:41.186Z" }, + { url = "https://files.pythonhosted.org/packages/58/9f/d3c76f76c73fcc959d28e9def45b8b1cc3d7722660c5003b19c1022fd7f4/apscheduler-3.11.1-py3-none-any.whl", hash = "sha256:6162cb5683cb09923654fa9bdd3130c4be4bfda6ad8990971c9597ecd52965d2", size = 64278 }, ] [[package]] name = "async-timeout" version = "5.0.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/a5/ae/136395dfbfe00dfc94da3f3e136d0b13f394cba8f4841120e34226265780/async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3", size = 9274, upload-time = "2024-11-06T16:41:39.6Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a5/ae/136395dfbfe00dfc94da3f3e136d0b13f394cba8f4841120e34226265780/async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3", size = 9274 } wheels = [ - { url = "https://files.pythonhosted.org/packages/fe/ba/e2081de779ca30d473f21f5b30e0e737c438205440784c7dfc81efc2b029/async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c", size = 6233, upload-time = "2024-11-06T16:41:37.9Z" }, + { url = "https://files.pythonhosted.org/packages/fe/ba/e2081de779ca30d473f21f5b30e0e737c438205440784c7dfc81efc2b029/async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c", size = 6233 }, ] [[package]] name = "attrs" version = "25.4.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/6b/5c/685e6633917e101e5dcb62b9dd76946cbb57c26e133bae9e0cd36033c0a9/attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11", size = 934251, upload-time = "2025-10-06T13:54:44.725Z" } +sdist = { url = "https://files.pythonhosted.org/packages/6b/5c/685e6633917e101e5dcb62b9dd76946cbb57c26e133bae9e0cd36033c0a9/attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11", size = 934251 } wheels = [ - { url = "https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373", size = 67615, upload-time = "2025-10-06T13:54:43.17Z" }, + { url = "https://files.pythonhosted.org/packages/3a/2a/7cc015f5b9f5db42b7d48157e23356022889fc354a2813c15934b7cb5c0e/attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373", size = 67615 }, ] [[package]] @@ -822,9 +826,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "autogen-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/e5/b6/df2f835ce3aaaa2716a3dfbbd4ab8855839184f08b35ce0baa23b26a1885/autogen_agentchat-0.7.5.tar.gz", hash = "sha256:8d9c718db52ef24a518806b3a0ef848f0e4c1902877675dc0abed73a8e6e7755", size = 147716, upload-time = "2025-09-30T06:16:14.413Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e5/b6/df2f835ce3aaaa2716a3dfbbd4ab8855839184f08b35ce0baa23b26a1885/autogen_agentchat-0.7.5.tar.gz", hash = "sha256:8d9c718db52ef24a518806b3a0ef848f0e4c1902877675dc0abed73a8e6e7755", size = 147716 } wheels = [ - { url = "https://files.pythonhosted.org/packages/9e/82/23490a70837d77d691948863d393cef71a06d36903249f635b28f579292b/autogen_agentchat-0.7.5-py3-none-any.whl", hash = "sha256:d19ca8ec26cb15e071a56c4269140aea2bf3c718bdc7e06f6677af9a905815ba", size = 119302, upload-time = "2025-09-30T06:16:12.895Z" }, + { url = "https://files.pythonhosted.org/packages/9e/82/23490a70837d77d691948863d393cef71a06d36903249f635b28f579292b/autogen_agentchat-0.7.5-py3-none-any.whl", hash = "sha256:d19ca8ec26cb15e071a56c4269140aea2bf3c718bdc7e06f6677af9a905815ba", size = 119302 }, ] [[package]] @@ -839,9 +843,9 @@ dependencies = [ { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b1/11/fea52bf3541c5308bed1ee9b9b3596fa510b2c5db893d32b649d22f02b87/autogen_core-0.7.5.tar.gz", hash = "sha256:70c2871389f1d0a7f6db8ef78717a51b7ce877ff4a08a836b7758d604dece203", size = 101980, upload-time = "2025-09-30T06:16:25.957Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b1/11/fea52bf3541c5308bed1ee9b9b3596fa510b2c5db893d32b649d22f02b87/autogen_core-0.7.5.tar.gz", hash = "sha256:70c2871389f1d0a7f6db8ef78717a51b7ce877ff4a08a836b7758d604dece203", size = 101980 } wheels = [ - { url = "https://files.pythonhosted.org/packages/33/83/8ad899fca9dd2d2b3e5e37be13dd9e6aee3e53a621041b0624d74b07e1ee/autogen_core-0.7.5-py3-none-any.whl", hash = "sha256:4f4a0d3b88a36da75b2ef0d40be2d5e3a207cae7f7d951511e498ad1d68f8ef4", size = 101874, upload-time = "2025-09-30T06:16:24.306Z" }, + { url = "https://files.pythonhosted.org/packages/33/83/8ad899fca9dd2d2b3e5e37be13dd9e6aee3e53a621041b0624d74b07e1ee/autogen_core-0.7.5-py3-none-any.whl", hash = "sha256:4f4a0d3b88a36da75b2ef0d40be2d5e3a207cae7f7d951511e498ad1d68f8ef4", size = 101874 }, ] [[package]] @@ -851,9 +855,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "autogen-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/e5/c8/f0651372f814c48eb64ffe921166995b7734bec0df7f0ba663383e831f58/autogen_ext-0.7.5.tar.gz", hash = "sha256:711ab9238ea66ff2abef163c331e538092bdea661620727a4a9b2ebce1c22df9", size = 417568, upload-time = "2025-09-30T06:16:24.278Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e5/c8/f0651372f814c48eb64ffe921166995b7734bec0df7f0ba663383e831f58/autogen_ext-0.7.5.tar.gz", hash = "sha256:711ab9238ea66ff2abef163c331e538092bdea661620727a4a9b2ebce1c22df9", size = 417568 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5c/10/9333ba6c532086cce7ec7fb39e36b9a08afdbc39e2d3519f00af712e403a/autogen_ext-0.7.5-py3-none-any.whl", hash = "sha256:18cecc8aab37c7c4861fbad038a1017f0ef25e35e273aa158066ccf9d93fea4f", size = 331380, upload-time = "2025-09-30T06:16:22.832Z" }, + { url = "https://files.pythonhosted.org/packages/5c/10/9333ba6c532086cce7ec7fb39e36b9a08afdbc39e2d3519f00af712e403a/autogen_ext-0.7.5-py3-none-any.whl", hash = "sha256:18cecc8aab37c7c4861fbad038a1017f0ef25e35e273aa158066ccf9d93fea4f", size = 331380 }, ] [package.optional-dependencies] @@ -872,9 +876,9 @@ dependencies = [ { name = "isodate", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/ed/57/8adeed578fa8984856c67b4229e93a58e3f6024417d448d0037aafa4ee9b/azure_ai_agents-1.2.0b5.tar.gz", hash = "sha256:1a16ef3f305898aac552269f01536c34a00473dedee0bca731a21fdb739ff9d5", size = 394876, upload-time = "2025-09-30T01:55:02.328Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ed/57/8adeed578fa8984856c67b4229e93a58e3f6024417d448d0037aafa4ee9b/azure_ai_agents-1.2.0b5.tar.gz", hash = "sha256:1a16ef3f305898aac552269f01536c34a00473dedee0bca731a21fdb739ff9d5", size = 394876 } wheels = [ - { url = "https://files.pythonhosted.org/packages/6d/6d/15070d23d7a94833a210da09d5d7ed3c24838bb84f0463895e5d159f1695/azure_ai_agents-1.2.0b5-py3-none-any.whl", hash = "sha256:257d0d24a6bf13eed4819cfa5c12fb222e5908deafb3cbfd5711d3a511cc4e88", size = 217948, upload-time = "2025-09-30T01:55:04.155Z" }, + { url = "https://files.pythonhosted.org/packages/6d/6d/15070d23d7a94833a210da09d5d7ed3c24838bb84f0463895e5d159f1695/azure_ai_agents-1.2.0b5-py3-none-any.whl", hash = "sha256:257d0d24a6bf13eed4819cfa5c12fb222e5908deafb3cbfd5711d3a511cc4e88", size = 217948 }, ] [[package]] @@ -888,9 +892,9 @@ dependencies = [ { name = "isodate", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/bc/16/7a7c978a79f545d62ab4327cd704c22b5d7ade8dcfb58ea193257aebabf9/azure_ai_projects-1.1.0b4.tar.gz", hash = "sha256:39e2f1396270b375069c2d9c82ccfe91c11384eca9f61d59adbc12fb6d6a32ca", size = 147568, upload-time = "2025-09-12T17:35:08.52Z" } +sdist = { url = "https://files.pythonhosted.org/packages/bc/16/7a7c978a79f545d62ab4327cd704c22b5d7ade8dcfb58ea193257aebabf9/azure_ai_projects-1.1.0b4.tar.gz", hash = "sha256:39e2f1396270b375069c2d9c82ccfe91c11384eca9f61d59adbc12fb6d6a32ca", size = 147568 } wheels = [ - { url = "https://files.pythonhosted.org/packages/db/10/8b7bd070e3cc804343dab124ce66a3b7999a72d5be0e49232cbcd1d36e18/azure_ai_projects-1.1.0b4-py3-none-any.whl", hash = "sha256:d8aab84fd7cd7c5937e78141e37ca4473dc5ed6cce2c0490c634418abe14afea", size = 126670, upload-time = "2025-09-12T17:35:10.039Z" }, + { url = "https://files.pythonhosted.org/packages/db/10/8b7bd070e3cc804343dab124ce66a3b7999a72d5be0e49232cbcd1d36e18/azure_ai_projects-1.1.0b4-py3-none-any.whl", hash = "sha256:d8aab84fd7cd7c5937e78141e37ca4473dc5ed6cce2c0490c634418abe14afea", size = 126670 }, ] [[package]] @@ -901,9 +905,9 @@ dependencies = [ { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0a/c4/d4ff3bc3ddf155156460bff340bbe9533f99fac54ddea165f35a8619f162/azure_core-1.36.0.tar.gz", hash = "sha256:22e5605e6d0bf1d229726af56d9e92bc37b6e726b141a18be0b4d424131741b7", size = 351139, upload-time = "2025-10-15T00:33:49.083Z" } +sdist = { url = "https://files.pythonhosted.org/packages/0a/c4/d4ff3bc3ddf155156460bff340bbe9533f99fac54ddea165f35a8619f162/azure_core-1.36.0.tar.gz", hash = "sha256:22e5605e6d0bf1d229726af56d9e92bc37b6e726b141a18be0b4d424131741b7", size = 351139 } wheels = [ - { url = "https://files.pythonhosted.org/packages/b1/3c/b90d5afc2e47c4a45f4bba00f9c3193b0417fad5ad3bb07869f9d12832aa/azure_core-1.36.0-py3-none-any.whl", hash = "sha256:fee9923a3a753e94a259563429f3644aaf05c486d45b1215d098115102d91d3b", size = 213302, upload-time = "2025-10-15T00:33:51.058Z" }, + { url = "https://files.pythonhosted.org/packages/b1/3c/b90d5afc2e47c4a45f4bba00f9c3193b0417fad5ad3bb07869f9d12832aa/azure_core-1.36.0-py3-none-any.whl", hash = "sha256:fee9923a3a753e94a259563429f3644aaf05c486d45b1215d098115102d91d3b", size = 213302 }, ] [[package]] @@ -917,9 +921,9 @@ dependencies = [ { name = "msal-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/06/8d/1a6c41c28a37eab26dc85ab6c86992c700cd3f4a597d9ed174b0e9c69489/azure_identity-1.25.1.tar.gz", hash = "sha256:87ca8328883de6036443e1c37b40e8dc8fb74898240f61071e09d2e369361456", size = 279826, upload-time = "2025-10-06T20:30:02.194Z" } +sdist = { url = "https://files.pythonhosted.org/packages/06/8d/1a6c41c28a37eab26dc85ab6c86992c700cd3f4a597d9ed174b0e9c69489/azure_identity-1.25.1.tar.gz", hash = "sha256:87ca8328883de6036443e1c37b40e8dc8fb74898240f61071e09d2e369361456", size = 279826 } wheels = [ - { url = "https://files.pythonhosted.org/packages/83/7b/5652771e24fff12da9dde4c20ecf4682e606b104f26419d139758cc935a6/azure_identity-1.25.1-py3-none-any.whl", hash = "sha256:e9edd720af03dff020223cd269fa3a61e8f345ea75443858273bcb44844ab651", size = 191317, upload-time = "2025-10-06T20:30:04.251Z" }, + { url = "https://files.pythonhosted.org/packages/83/7b/5652771e24fff12da9dde4c20ecf4682e606b104f26419d139758cc935a6/azure_identity-1.25.1-py3-none-any.whl", hash = "sha256:e9edd720af03dff020223cd269fa3a61e8f345ea75443858273bcb44844ab651", size = 191317 }, ] [[package]] @@ -932,45 +936,45 @@ dependencies = [ { name = "isodate", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/36/7c/2fd872e11a88163f208b9c92de273bf64bb22d0eef9048cc6284d128a77a/azure_storage_blob-12.27.1.tar.gz", hash = "sha256:a1596cc4daf5dac9be115fcb5db67245eae894cf40e4248243754261f7b674a6", size = 597579, upload-time = "2025-10-29T12:27:16.185Z" } +sdist = { url = "https://files.pythonhosted.org/packages/36/7c/2fd872e11a88163f208b9c92de273bf64bb22d0eef9048cc6284d128a77a/azure_storage_blob-12.27.1.tar.gz", hash = "sha256:a1596cc4daf5dac9be115fcb5db67245eae894cf40e4248243754261f7b674a6", size = 597579 } wheels = [ - { url = "https://files.pythonhosted.org/packages/3d/9e/1c90a122ea6180e8c72eb7294adc92531b0e08eb3d2324c2ba70d37f4802/azure_storage_blob-12.27.1-py3-none-any.whl", hash = "sha256:65d1e25a4628b7b6acd20ff7902d8da5b4fde8e46e19c8f6d213a3abc3ece272", size = 428954, upload-time = "2025-10-29T12:27:18.072Z" }, + { url = "https://files.pythonhosted.org/packages/3d/9e/1c90a122ea6180e8c72eb7294adc92531b0e08eb3d2324c2ba70d37f4802/azure_storage_blob-12.27.1-py3-none-any.whl", hash = "sha256:65d1e25a4628b7b6acd20ff7902d8da5b4fde8e46e19c8f6d213a3abc3ece272", size = 428954 }, ] [[package]] name = "babel" version = "2.17.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/7d/6b/d52e42361e1aa00709585ecc30b3f9684b3ab62530771402248b1b1d6240/babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d", size = 9951852, upload-time = "2025-02-01T15:17:41.026Z" } +sdist = { url = "https://files.pythonhosted.org/packages/7d/6b/d52e42361e1aa00709585ecc30b3f9684b3ab62530771402248b1b1d6240/babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d", size = 9951852 } wheels = [ - { url = "https://files.pythonhosted.org/packages/b7/b8/3fe70c75fe32afc4bb507f75563d39bc5642255d1d94f1f23604725780bf/babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2", size = 10182537, upload-time = "2025-02-01T15:17:37.39Z" }, + { url = "https://files.pythonhosted.org/packages/b7/b8/3fe70c75fe32afc4bb507f75563d39bc5642255d1d94f1f23604725780bf/babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2", size = 10182537 }, ] [[package]] name = "backoff" version = "2.2.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/47/d7/5bbeb12c44d7c4f2fb5b56abce497eb5ed9f34d85701de869acedd602619/backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba", size = 17001, upload-time = "2022-10-05T19:19:32.061Z" } +sdist = { url = "https://files.pythonhosted.org/packages/47/d7/5bbeb12c44d7c4f2fb5b56abce497eb5ed9f34d85701de869acedd602619/backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba", size = 17001 } wheels = [ - { url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148, upload-time = "2022-10-05T19:19:30.546Z" }, + { url = "https://files.pythonhosted.org/packages/df/73/b6e24bd22e6720ca8ee9a85a0c4a2971af8497d8f3193fa05390cbd46e09/backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8", size = 15148 }, ] [[package]] name = "backports-asyncio-runner" version = "1.2.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/8e/ff/70dca7d7cb1cbc0edb2c6cc0c38b65cba36cccc491eca64cabd5fe7f8670/backports_asyncio_runner-1.2.0.tar.gz", hash = "sha256:a5aa7b2b7d8f8bfcaa2b57313f70792df84e32a2a746f585213373f900b42162", size = 69893, upload-time = "2025-07-02T02:27:15.685Z" } +sdist = { url = "https://files.pythonhosted.org/packages/8e/ff/70dca7d7cb1cbc0edb2c6cc0c38b65cba36cccc491eca64cabd5fe7f8670/backports_asyncio_runner-1.2.0.tar.gz", hash = "sha256:a5aa7b2b7d8f8bfcaa2b57313f70792df84e32a2a746f585213373f900b42162", size = 69893 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a0/59/76ab57e3fe74484f48a53f8e337171b4a2349e506eabe136d7e01d059086/backports_asyncio_runner-1.2.0-py3-none-any.whl", hash = "sha256:0da0a936a8aeb554eccb426dc55af3ba63bcdc69fa1a600b5bb305413a4477b5", size = 12313, upload-time = "2025-07-02T02:27:14.263Z" }, + { url = "https://files.pythonhosted.org/packages/a0/59/76ab57e3fe74484f48a53f8e337171b4a2349e506eabe136d7e01d059086/backports_asyncio_runner-1.2.0-py3-none-any.whl", hash = "sha256:0da0a936a8aeb554eccb426dc55af3ba63bcdc69fa1a600b5bb305413a4477b5", size = 12313 }, ] [[package]] name = "blinker" version = "1.9.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/21/28/9b3f50ce0e048515135495f198351908d99540d69bfdc8c1d15b73dc55ce/blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf", size = 22460, upload-time = "2024-11-08T17:25:47.436Z" } +sdist = { url = "https://files.pythonhosted.org/packages/21/28/9b3f50ce0e048515135495f198351908d99540d69bfdc8c1d15b73dc55ce/blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf", size = 22460 } wheels = [ - { url = "https://files.pythonhosted.org/packages/10/cb/f2ad4230dc2eb1a74edf38f1a38b9b52277f75bef262d8908e60d957e13c/blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc", size = 8458, upload-time = "2024-11-08T17:25:46.184Z" }, + { url = "https://files.pythonhosted.org/packages/10/cb/f2ad4230dc2eb1a74edf38f1a38b9b52277f75bef262d8908e60d957e13c/blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc", size = 8458 }, ] [[package]] @@ -982,9 +986,9 @@ dependencies = [ { name = "jmespath", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "s3transfer", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/c8/c6/ec86c6eafc942dbddffcaa4eb623373bf94ecf38fab0ab3e7f9fe7051e62/boto3-1.36.0.tar.gz", hash = "sha256:159898f51c2997a12541c0e02d6e5a8fe2993ddb307b9478fd9a339f98b57e00", size = 111035, upload-time = "2025-01-15T21:37:38.744Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c8/c6/ec86c6eafc942dbddffcaa4eb623373bf94ecf38fab0ab3e7f9fe7051e62/boto3-1.36.0.tar.gz", hash = "sha256:159898f51c2997a12541c0e02d6e5a8fe2993ddb307b9478fd9a339f98b57e00", size = 111035 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c0/36/b91f560a0ed11f7f90ac59554cbc52340158ce24db879a7c8faa68ff1cef/boto3-1.36.0-py3-none-any.whl", hash = "sha256:d0ca7a58ce25701a52232cc8df9d87854824f1f2964b929305722ebc7959d5a9", size = 139165, upload-time = "2025-01-15T21:37:35.343Z" }, + { url = "https://files.pythonhosted.org/packages/c0/36/b91f560a0ed11f7f90ac59554cbc52340158ce24db879a7c8faa68ff1cef/boto3-1.36.0-py3-none-any.whl", hash = "sha256:d0ca7a58ce25701a52232cc8df9d87854824f1f2964b929305722ebc7959d5a9", size = 139165 }, ] [[package]] @@ -996,27 +1000,27 @@ dependencies = [ { name = "python-dateutil", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "urllib3", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/69/db/caa8778cf98ecbe0ad0efd7fbf673e2d036373386582e15dffff80bf16e1/botocore-1.36.26.tar.gz", hash = "sha256:4a63bcef7ecf6146fd3a61dc4f9b33b7473b49bdaf1770e9aaca6eee0c9eab62", size = 13574958, upload-time = "2025-02-21T20:28:07.114Z" } +sdist = { url = "https://files.pythonhosted.org/packages/69/db/caa8778cf98ecbe0ad0efd7fbf673e2d036373386582e15dffff80bf16e1/botocore-1.36.26.tar.gz", hash = "sha256:4a63bcef7ecf6146fd3a61dc4f9b33b7473b49bdaf1770e9aaca6eee0c9eab62", size = 13574958 } wheels = [ - { url = "https://files.pythonhosted.org/packages/dd/0c/a3eeca35b22ac8f441d412881582a5f3b8665de0269baf9fdeb8e86d7f1c/botocore-1.36.26-py3-none-any.whl", hash = "sha256:4e3f19913887a58502e71ef8d696fe7eaa54de7813ff73390cd5883f837dfa6e", size = 13360675, upload-time = "2025-02-21T20:28:02.987Z" }, + { url = "https://files.pythonhosted.org/packages/dd/0c/a3eeca35b22ac8f441d412881582a5f3b8665de0269baf9fdeb8e86d7f1c/botocore-1.36.26-py3-none-any.whl", hash = "sha256:4e3f19913887a58502e71ef8d696fe7eaa54de7813ff73390cd5883f837dfa6e", size = 13360675 }, ] [[package]] name = "cachetools" version = "6.2.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/cc/7e/b975b5814bd36faf009faebe22c1072a1fa1168db34d285ef0ba071ad78c/cachetools-6.2.1.tar.gz", hash = "sha256:3f391e4bd8f8bf0931169baf7456cc822705f4e2a31f840d218f445b9a854201", size = 31325, upload-time = "2025-10-12T14:55:30.139Z" } +sdist = { url = "https://files.pythonhosted.org/packages/cc/7e/b975b5814bd36faf009faebe22c1072a1fa1168db34d285ef0ba071ad78c/cachetools-6.2.1.tar.gz", hash = "sha256:3f391e4bd8f8bf0931169baf7456cc822705f4e2a31f840d218f445b9a854201", size = 31325 } wheels = [ - { url = "https://files.pythonhosted.org/packages/96/c5/1e741d26306c42e2bf6ab740b2202872727e0f606033c9dd713f8b93f5a8/cachetools-6.2.1-py3-none-any.whl", hash = "sha256:09868944b6dde876dfd44e1d47e18484541eaf12f26f29b7af91b26cc892d701", size = 11280, upload-time = "2025-10-12T14:55:28.382Z" }, + { url = "https://files.pythonhosted.org/packages/96/c5/1e741d26306c42e2bf6ab740b2202872727e0f606033c9dd713f8b93f5a8/cachetools-6.2.1-py3-none-any.whl", hash = "sha256:09868944b6dde876dfd44e1d47e18484541eaf12f26f29b7af91b26cc892d701", size = 11280 }, ] [[package]] name = "certifi" version = "2025.10.5" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/4c/5b/b6ce21586237c77ce67d01dc5507039d444b630dd76611bbca2d8e5dcd91/certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43", size = 164519, upload-time = "2025-10-05T04:12:15.808Z" } +sdist = { url = "https://files.pythonhosted.org/packages/4c/5b/b6ce21586237c77ce67d01dc5507039d444b630dd76611bbca2d8e5dcd91/certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43", size = 164519 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e4/37/af0d2ef3967ac0d6113837b44a4f0bfe1328c2b9763bd5b1744520e5cfed/certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de", size = 163286, upload-time = "2025-10-05T04:12:14.03Z" }, + { url = "https://files.pythonhosted.org/packages/e4/37/af0d2ef3967ac0d6113837b44a4f0bfe1328c2b9763bd5b1744520e5cfed/certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de", size = 163286 }, ] [[package]] @@ -1026,177 +1030,177 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pycparser", marker = "(python_full_version < '3.13' and implementation_name != 'PyPy' and sys_platform == 'darwin') or (python_full_version < '3.13' and implementation_name != 'PyPy' and sys_platform == 'linux') or (python_full_version < '3.13' and implementation_name != 'PyPy' and sys_platform == 'win32') or (implementation_name != 'PyPy' and platform_python_implementation != 'PyPy' and sys_platform == 'darwin') or (implementation_name != 'PyPy' and platform_python_implementation != 'PyPy' and sys_platform == 'linux') or (implementation_name != 'PyPy' and platform_python_implementation != 'PyPy' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529", size = 523588, upload-time = "2025-09-08T23:24:04.541Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/93/d7/516d984057745a6cd96575eea814fe1edd6646ee6efd552fb7b0921dec83/cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44", size = 184283, upload-time = "2025-09-08T23:22:08.01Z" }, - { url = "https://files.pythonhosted.org/packages/9e/84/ad6a0b408daa859246f57c03efd28e5dd1b33c21737c2db84cae8c237aa5/cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49", size = 180504, upload-time = "2025-09-08T23:22:10.637Z" }, - { url = "https://files.pythonhosted.org/packages/50/bd/b1a6362b80628111e6653c961f987faa55262b4002fcec42308cad1db680/cffi-2.0.0-cp310-cp310-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c", size = 208811, upload-time = "2025-09-08T23:22:12.267Z" }, - { url = "https://files.pythonhosted.org/packages/4f/27/6933a8b2562d7bd1fb595074cf99cc81fc3789f6a6c05cdabb46284a3188/cffi-2.0.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb", size = 216402, upload-time = "2025-09-08T23:22:13.455Z" }, - { url = "https://files.pythonhosted.org/packages/05/eb/b86f2a2645b62adcfff53b0dd97e8dfafb5c8aa864bd0d9a2c2049a0d551/cffi-2.0.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0", size = 203217, upload-time = "2025-09-08T23:22:14.596Z" }, - { url = "https://files.pythonhosted.org/packages/9f/e0/6cbe77a53acf5acc7c08cc186c9928864bd7c005f9efd0d126884858a5fe/cffi-2.0.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4", size = 203079, upload-time = "2025-09-08T23:22:15.769Z" }, - { url = "https://files.pythonhosted.org/packages/98/29/9b366e70e243eb3d14a5cb488dfd3a0b6b2f1fb001a203f653b93ccfac88/cffi-2.0.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453", size = 216475, upload-time = "2025-09-08T23:22:17.427Z" }, - { url = "https://files.pythonhosted.org/packages/21/7a/13b24e70d2f90a322f2900c5d8e1f14fa7e2a6b3332b7309ba7b2ba51a5a/cffi-2.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495", size = 218829, upload-time = "2025-09-08T23:22:19.069Z" }, - { url = "https://files.pythonhosted.org/packages/60/99/c9dc110974c59cc981b1f5b66e1d8af8af764e00f0293266824d9c4254bc/cffi-2.0.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5", size = 211211, upload-time = "2025-09-08T23:22:20.588Z" }, - { url = "https://files.pythonhosted.org/packages/49/72/ff2d12dbf21aca1b32a40ed792ee6b40f6dc3a9cf1644bd7ef6e95e0ac5e/cffi-2.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb", size = 218036, upload-time = "2025-09-08T23:22:22.143Z" }, - { url = "https://files.pythonhosted.org/packages/e2/cc/027d7fb82e58c48ea717149b03bcadcbdc293553edb283af792bd4bcbb3f/cffi-2.0.0-cp310-cp310-win32.whl", hash = "sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a", size = 172184, upload-time = "2025-09-08T23:22:23.328Z" }, - { url = "https://files.pythonhosted.org/packages/33/fa/072dd15ae27fbb4e06b437eb6e944e75b068deb09e2a2826039e49ee2045/cffi-2.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739", size = 182790, upload-time = "2025-09-08T23:22:24.752Z" }, - { url = "https://files.pythonhosted.org/packages/12/4a/3dfd5f7850cbf0d06dc84ba9aa00db766b52ca38d8b86e3a38314d52498c/cffi-2.0.0-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe", size = 184344, upload-time = "2025-09-08T23:22:26.456Z" }, - { url = "https://files.pythonhosted.org/packages/4f/8b/f0e4c441227ba756aafbe78f117485b25bb26b1c059d01f137fa6d14896b/cffi-2.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c", size = 180560, upload-time = "2025-09-08T23:22:28.197Z" }, - { url = "https://files.pythonhosted.org/packages/b1/b7/1200d354378ef52ec227395d95c2576330fd22a869f7a70e88e1447eb234/cffi-2.0.0-cp311-cp311-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92", size = 209613, upload-time = "2025-09-08T23:22:29.475Z" }, - { url = "https://files.pythonhosted.org/packages/b8/56/6033f5e86e8cc9bb629f0077ba71679508bdf54a9a5e112a3c0b91870332/cffi-2.0.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93", size = 216476, upload-time = "2025-09-08T23:22:31.063Z" }, - { url = "https://files.pythonhosted.org/packages/dc/7f/55fecd70f7ece178db2f26128ec41430d8720f2d12ca97bf8f0a628207d5/cffi-2.0.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5", size = 203374, upload-time = "2025-09-08T23:22:32.507Z" }, - { url = "https://files.pythonhosted.org/packages/84/ef/a7b77c8bdc0f77adc3b46888f1ad54be8f3b7821697a7b89126e829e676a/cffi-2.0.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664", size = 202597, upload-time = "2025-09-08T23:22:34.132Z" }, - { url = "https://files.pythonhosted.org/packages/d7/91/500d892b2bf36529a75b77958edfcd5ad8e2ce4064ce2ecfeab2125d72d1/cffi-2.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26", size = 215574, upload-time = "2025-09-08T23:22:35.443Z" }, - { url = "https://files.pythonhosted.org/packages/44/64/58f6255b62b101093d5df22dcb752596066c7e89dd725e0afaed242a61be/cffi-2.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9", size = 218971, upload-time = "2025-09-08T23:22:36.805Z" }, - { url = "https://files.pythonhosted.org/packages/ab/49/fa72cebe2fd8a55fbe14956f9970fe8eb1ac59e5df042f603ef7c8ba0adc/cffi-2.0.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414", size = 211972, upload-time = "2025-09-08T23:22:38.436Z" }, - { url = "https://files.pythonhosted.org/packages/0b/28/dd0967a76aab36731b6ebfe64dec4e981aff7e0608f60c2d46b46982607d/cffi-2.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743", size = 217078, upload-time = "2025-09-08T23:22:39.776Z" }, - { url = "https://files.pythonhosted.org/packages/2b/c0/015b25184413d7ab0a410775fdb4a50fca20f5589b5dab1dbbfa3baad8ce/cffi-2.0.0-cp311-cp311-win32.whl", hash = "sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5", size = 172076, upload-time = "2025-09-08T23:22:40.95Z" }, - { url = "https://files.pythonhosted.org/packages/ae/8f/dc5531155e7070361eb1b7e4c1a9d896d0cb21c49f807a6c03fd63fc877e/cffi-2.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5", size = 182820, upload-time = "2025-09-08T23:22:42.463Z" }, - { url = "https://files.pythonhosted.org/packages/95/5c/1b493356429f9aecfd56bc171285a4c4ac8697f76e9bbbbb105e537853a1/cffi-2.0.0-cp311-cp311-win_arm64.whl", hash = "sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d", size = 177635, upload-time = "2025-09-08T23:22:43.623Z" }, - { url = "https://files.pythonhosted.org/packages/ea/47/4f61023ea636104d4f16ab488e268b93008c3d0bb76893b1b31db1f96802/cffi-2.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d", size = 185271, upload-time = "2025-09-08T23:22:44.795Z" }, - { url = "https://files.pythonhosted.org/packages/df/a2/781b623f57358e360d62cdd7a8c681f074a71d445418a776eef0aadb4ab4/cffi-2.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c", size = 181048, upload-time = "2025-09-08T23:22:45.938Z" }, - { url = "https://files.pythonhosted.org/packages/ff/df/a4f0fbd47331ceeba3d37c2e51e9dfc9722498becbeec2bd8bc856c9538a/cffi-2.0.0-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe", size = 212529, upload-time = "2025-09-08T23:22:47.349Z" }, - { url = "https://files.pythonhosted.org/packages/d5/72/12b5f8d3865bf0f87cf1404d8c374e7487dcf097a1c91c436e72e6badd83/cffi-2.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062", size = 220097, upload-time = "2025-09-08T23:22:48.677Z" }, - { url = "https://files.pythonhosted.org/packages/c2/95/7a135d52a50dfa7c882ab0ac17e8dc11cec9d55d2c18dda414c051c5e69e/cffi-2.0.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e", size = 207983, upload-time = "2025-09-08T23:22:50.06Z" }, - { url = "https://files.pythonhosted.org/packages/3a/c8/15cb9ada8895957ea171c62dc78ff3e99159ee7adb13c0123c001a2546c1/cffi-2.0.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037", size = 206519, upload-time = "2025-09-08T23:22:51.364Z" }, - { url = "https://files.pythonhosted.org/packages/78/2d/7fa73dfa841b5ac06c7b8855cfc18622132e365f5b81d02230333ff26e9e/cffi-2.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba", size = 219572, upload-time = "2025-09-08T23:22:52.902Z" }, - { url = "https://files.pythonhosted.org/packages/07/e0/267e57e387b4ca276b90f0434ff88b2c2241ad72b16d31836adddfd6031b/cffi-2.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94", size = 222963, upload-time = "2025-09-08T23:22:54.518Z" }, - { url = "https://files.pythonhosted.org/packages/b6/75/1f2747525e06f53efbd878f4d03bac5b859cbc11c633d0fb81432d98a795/cffi-2.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187", size = 221361, upload-time = "2025-09-08T23:22:55.867Z" }, - { url = "https://files.pythonhosted.org/packages/7b/2b/2b6435f76bfeb6bbf055596976da087377ede68df465419d192acf00c437/cffi-2.0.0-cp312-cp312-win32.whl", hash = "sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18", size = 172932, upload-time = "2025-09-08T23:22:57.188Z" }, - { url = "https://files.pythonhosted.org/packages/f8/ed/13bd4418627013bec4ed6e54283b1959cf6db888048c7cf4b4c3b5b36002/cffi-2.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5", size = 183557, upload-time = "2025-09-08T23:22:58.351Z" }, - { url = "https://files.pythonhosted.org/packages/95/31/9f7f93ad2f8eff1dbc1c3656d7ca5bfd8fb52c9d786b4dcf19b2d02217fa/cffi-2.0.0-cp312-cp312-win_arm64.whl", hash = "sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6", size = 177762, upload-time = "2025-09-08T23:22:59.668Z" }, - { url = "https://files.pythonhosted.org/packages/4b/8d/a0a47a0c9e413a658623d014e91e74a50cdd2c423f7ccfd44086ef767f90/cffi-2.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb", size = 185230, upload-time = "2025-09-08T23:23:00.879Z" }, - { url = "https://files.pythonhosted.org/packages/4a/d2/a6c0296814556c68ee32009d9c2ad4f85f2707cdecfd7727951ec228005d/cffi-2.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca", size = 181043, upload-time = "2025-09-08T23:23:02.231Z" }, - { url = "https://files.pythonhosted.org/packages/b0/1e/d22cc63332bd59b06481ceaac49d6c507598642e2230f201649058a7e704/cffi-2.0.0-cp313-cp313-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b", size = 212446, upload-time = "2025-09-08T23:23:03.472Z" }, - { url = "https://files.pythonhosted.org/packages/a9/f5/a2c23eb03b61a0b8747f211eb716446c826ad66818ddc7810cc2cc19b3f2/cffi-2.0.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b", size = 220101, upload-time = "2025-09-08T23:23:04.792Z" }, - { url = "https://files.pythonhosted.org/packages/f2/7f/e6647792fc5850d634695bc0e6ab4111ae88e89981d35ac269956605feba/cffi-2.0.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2", size = 207948, upload-time = "2025-09-08T23:23:06.127Z" }, - { url = "https://files.pythonhosted.org/packages/cb/1e/a5a1bd6f1fb30f22573f76533de12a00bf274abcdc55c8edab639078abb6/cffi-2.0.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3", size = 206422, upload-time = "2025-09-08T23:23:07.753Z" }, - { url = "https://files.pythonhosted.org/packages/98/df/0a1755e750013a2081e863e7cd37e0cdd02664372c754e5560099eb7aa44/cffi-2.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26", size = 219499, upload-time = "2025-09-08T23:23:09.648Z" }, - { url = "https://files.pythonhosted.org/packages/50/e1/a969e687fcf9ea58e6e2a928ad5e2dd88cc12f6f0ab477e9971f2309b57c/cffi-2.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c", size = 222928, upload-time = "2025-09-08T23:23:10.928Z" }, - { url = "https://files.pythonhosted.org/packages/36/54/0362578dd2c9e557a28ac77698ed67323ed5b9775ca9d3fe73fe191bb5d8/cffi-2.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b", size = 221302, upload-time = "2025-09-08T23:23:12.42Z" }, - { url = "https://files.pythonhosted.org/packages/eb/6d/bf9bda840d5f1dfdbf0feca87fbdb64a918a69bca42cfa0ba7b137c48cb8/cffi-2.0.0-cp313-cp313-win32.whl", hash = "sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27", size = 172909, upload-time = "2025-09-08T23:23:14.32Z" }, - { url = "https://files.pythonhosted.org/packages/37/18/6519e1ee6f5a1e579e04b9ddb6f1676c17368a7aba48299c3759bbc3c8b3/cffi-2.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75", size = 183402, upload-time = "2025-09-08T23:23:15.535Z" }, - { url = "https://files.pythonhosted.org/packages/cb/0e/02ceeec9a7d6ee63bb596121c2c8e9b3a9e150936f4fbef6ca1943e6137c/cffi-2.0.0-cp313-cp313-win_arm64.whl", hash = "sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91", size = 177780, upload-time = "2025-09-08T23:23:16.761Z" }, - { url = "https://files.pythonhosted.org/packages/92/c4/3ce07396253a83250ee98564f8d7e9789fab8e58858f35d07a9a2c78de9f/cffi-2.0.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5", size = 185320, upload-time = "2025-09-08T23:23:18.087Z" }, - { url = "https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13", size = 181487, upload-time = "2025-09-08T23:23:19.622Z" }, - { url = "https://files.pythonhosted.org/packages/d6/43/0e822876f87ea8a4ef95442c3d766a06a51fc5298823f884ef87aaad168c/cffi-2.0.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b", size = 220049, upload-time = "2025-09-08T23:23:20.853Z" }, - { url = "https://files.pythonhosted.org/packages/b4/89/76799151d9c2d2d1ead63c2429da9ea9d7aac304603de0c6e8764e6e8e70/cffi-2.0.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c", size = 207793, upload-time = "2025-09-08T23:23:22.08Z" }, - { url = "https://files.pythonhosted.org/packages/bb/dd/3465b14bb9e24ee24cb88c9e3730f6de63111fffe513492bf8c808a3547e/cffi-2.0.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef", size = 206300, upload-time = "2025-09-08T23:23:23.314Z" }, - { url = "https://files.pythonhosted.org/packages/47/d9/d83e293854571c877a92da46fdec39158f8d7e68da75bf73581225d28e90/cffi-2.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775", size = 219244, upload-time = "2025-09-08T23:23:24.541Z" }, - { url = "https://files.pythonhosted.org/packages/2b/0f/1f177e3683aead2bb00f7679a16451d302c436b5cbf2505f0ea8146ef59e/cffi-2.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205", size = 222828, upload-time = "2025-09-08T23:23:26.143Z" }, - { url = "https://files.pythonhosted.org/packages/c6/0f/cafacebd4b040e3119dcb32fed8bdef8dfe94da653155f9d0b9dc660166e/cffi-2.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1", size = 220926, upload-time = "2025-09-08T23:23:27.873Z" }, - { url = "https://files.pythonhosted.org/packages/3e/aa/df335faa45b395396fcbc03de2dfcab242cd61a9900e914fe682a59170b1/cffi-2.0.0-cp314-cp314-win32.whl", hash = "sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f", size = 175328, upload-time = "2025-09-08T23:23:44.61Z" }, - { url = "https://files.pythonhosted.org/packages/bb/92/882c2d30831744296ce713f0feb4c1cd30f346ef747b530b5318715cc367/cffi-2.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25", size = 185650, upload-time = "2025-09-08T23:23:45.848Z" }, - { url = "https://files.pythonhosted.org/packages/9f/2c/98ece204b9d35a7366b5b2c6539c350313ca13932143e79dc133ba757104/cffi-2.0.0-cp314-cp314-win_arm64.whl", hash = "sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad", size = 180687, upload-time = "2025-09-08T23:23:47.105Z" }, - { url = "https://files.pythonhosted.org/packages/3e/61/c768e4d548bfa607abcda77423448df8c471f25dbe64fb2ef6d555eae006/cffi-2.0.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9", size = 188773, upload-time = "2025-09-08T23:23:29.347Z" }, - { url = "https://files.pythonhosted.org/packages/2c/ea/5f76bce7cf6fcd0ab1a1058b5af899bfbef198bea4d5686da88471ea0336/cffi-2.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d", size = 185013, upload-time = "2025-09-08T23:23:30.63Z" }, - { url = "https://files.pythonhosted.org/packages/be/b4/c56878d0d1755cf9caa54ba71e5d049479c52f9e4afc230f06822162ab2f/cffi-2.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c", size = 221593, upload-time = "2025-09-08T23:23:31.91Z" }, - { url = "https://files.pythonhosted.org/packages/e0/0d/eb704606dfe8033e7128df5e90fee946bbcb64a04fcdaa97321309004000/cffi-2.0.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8", size = 209354, upload-time = "2025-09-08T23:23:33.214Z" }, - { url = "https://files.pythonhosted.org/packages/d8/19/3c435d727b368ca475fb8742ab97c9cb13a0de600ce86f62eab7fa3eea60/cffi-2.0.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc", size = 208480, upload-time = "2025-09-08T23:23:34.495Z" }, - { url = "https://files.pythonhosted.org/packages/d0/44/681604464ed9541673e486521497406fadcc15b5217c3e326b061696899a/cffi-2.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592", size = 221584, upload-time = "2025-09-08T23:23:36.096Z" }, - { url = "https://files.pythonhosted.org/packages/25/8e/342a504ff018a2825d395d44d63a767dd8ebc927ebda557fecdaca3ac33a/cffi-2.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512", size = 224443, upload-time = "2025-09-08T23:23:37.328Z" }, - { url = "https://files.pythonhosted.org/packages/e1/5e/b666bacbbc60fbf415ba9988324a132c9a7a0448a9a8f125074671c0f2c3/cffi-2.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4", size = 223437, upload-time = "2025-09-08T23:23:38.945Z" }, - { url = "https://files.pythonhosted.org/packages/a0/1d/ec1a60bd1a10daa292d3cd6bb0b359a81607154fb8165f3ec95fe003b85c/cffi-2.0.0-cp314-cp314t-win32.whl", hash = "sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e", size = 180487, upload-time = "2025-09-08T23:23:40.423Z" }, - { url = "https://files.pythonhosted.org/packages/bf/41/4c1168c74fac325c0c8156f04b6749c8b6a8f405bbf91413ba088359f60d/cffi-2.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6", size = 191726, upload-time = "2025-09-08T23:23:41.742Z" }, - { url = "https://files.pythonhosted.org/packages/ae/3a/dbeec9d1ee0844c679f6bb5d6ad4e9f198b1224f4e7a32825f47f6192b0c/cffi-2.0.0-cp314-cp314t-win_arm64.whl", hash = "sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9", size = 184195, upload-time = "2025-09-08T23:23:43.004Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/eb/56/b1ba7935a17738ae8453301356628e8147c79dbb825bcbc73dc7401f9846/cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529", size = 523588 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/93/d7/516d984057745a6cd96575eea814fe1edd6646ee6efd552fb7b0921dec83/cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44", size = 184283 }, + { url = "https://files.pythonhosted.org/packages/9e/84/ad6a0b408daa859246f57c03efd28e5dd1b33c21737c2db84cae8c237aa5/cffi-2.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f73b96c41e3b2adedc34a7356e64c8eb96e03a3782b535e043a986276ce12a49", size = 180504 }, + { url = "https://files.pythonhosted.org/packages/50/bd/b1a6362b80628111e6653c961f987faa55262b4002fcec42308cad1db680/cffi-2.0.0-cp310-cp310-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:53f77cbe57044e88bbd5ed26ac1d0514d2acf0591dd6bb02a3ae37f76811b80c", size = 208811 }, + { url = "https://files.pythonhosted.org/packages/4f/27/6933a8b2562d7bd1fb595074cf99cc81fc3789f6a6c05cdabb46284a3188/cffi-2.0.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3e837e369566884707ddaf85fc1744b47575005c0a229de3327f8f9a20f4efeb", size = 216402 }, + { url = "https://files.pythonhosted.org/packages/05/eb/b86f2a2645b62adcfff53b0dd97e8dfafb5c8aa864bd0d9a2c2049a0d551/cffi-2.0.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:5eda85d6d1879e692d546a078b44251cdd08dd1cfb98dfb77b670c97cee49ea0", size = 203217 }, + { url = "https://files.pythonhosted.org/packages/9f/e0/6cbe77a53acf5acc7c08cc186c9928864bd7c005f9efd0d126884858a5fe/cffi-2.0.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:9332088d75dc3241c702d852d4671613136d90fa6881da7d770a483fd05248b4", size = 203079 }, + { url = "https://files.pythonhosted.org/packages/98/29/9b366e70e243eb3d14a5cb488dfd3a0b6b2f1fb001a203f653b93ccfac88/cffi-2.0.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:fc7de24befaeae77ba923797c7c87834c73648a05a4bde34b3b7e5588973a453", size = 216475 }, + { url = "https://files.pythonhosted.org/packages/21/7a/13b24e70d2f90a322f2900c5d8e1f14fa7e2a6b3332b7309ba7b2ba51a5a/cffi-2.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cf364028c016c03078a23b503f02058f1814320a56ad535686f90565636a9495", size = 218829 }, + { url = "https://files.pythonhosted.org/packages/60/99/c9dc110974c59cc981b1f5b66e1d8af8af764e00f0293266824d9c4254bc/cffi-2.0.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e11e82b744887154b182fd3e7e8512418446501191994dbf9c9fc1f32cc8efd5", size = 211211 }, + { url = "https://files.pythonhosted.org/packages/49/72/ff2d12dbf21aca1b32a40ed792ee6b40f6dc3a9cf1644bd7ef6e95e0ac5e/cffi-2.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8ea985900c5c95ce9db1745f7933eeef5d314f0565b27625d9a10ec9881e1bfb", size = 218036 }, + { url = "https://files.pythonhosted.org/packages/e2/cc/027d7fb82e58c48ea717149b03bcadcbdc293553edb283af792bd4bcbb3f/cffi-2.0.0-cp310-cp310-win32.whl", hash = "sha256:1f72fb8906754ac8a2cc3f9f5aaa298070652a0ffae577e0ea9bd480dc3c931a", size = 172184 }, + { url = "https://files.pythonhosted.org/packages/33/fa/072dd15ae27fbb4e06b437eb6e944e75b068deb09e2a2826039e49ee2045/cffi-2.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:b18a3ed7d5b3bd8d9ef7a8cb226502c6bf8308df1525e1cc676c3680e7176739", size = 182790 }, + { url = "https://files.pythonhosted.org/packages/12/4a/3dfd5f7850cbf0d06dc84ba9aa00db766b52ca38d8b86e3a38314d52498c/cffi-2.0.0-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe", size = 184344 }, + { url = "https://files.pythonhosted.org/packages/4f/8b/f0e4c441227ba756aafbe78f117485b25bb26b1c059d01f137fa6d14896b/cffi-2.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c", size = 180560 }, + { url = "https://files.pythonhosted.org/packages/b1/b7/1200d354378ef52ec227395d95c2576330fd22a869f7a70e88e1447eb234/cffi-2.0.0-cp311-cp311-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92", size = 209613 }, + { url = "https://files.pythonhosted.org/packages/b8/56/6033f5e86e8cc9bb629f0077ba71679508bdf54a9a5e112a3c0b91870332/cffi-2.0.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93", size = 216476 }, + { url = "https://files.pythonhosted.org/packages/dc/7f/55fecd70f7ece178db2f26128ec41430d8720f2d12ca97bf8f0a628207d5/cffi-2.0.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5", size = 203374 }, + { url = "https://files.pythonhosted.org/packages/84/ef/a7b77c8bdc0f77adc3b46888f1ad54be8f3b7821697a7b89126e829e676a/cffi-2.0.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664", size = 202597 }, + { url = "https://files.pythonhosted.org/packages/d7/91/500d892b2bf36529a75b77958edfcd5ad8e2ce4064ce2ecfeab2125d72d1/cffi-2.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26", size = 215574 }, + { url = "https://files.pythonhosted.org/packages/44/64/58f6255b62b101093d5df22dcb752596066c7e89dd725e0afaed242a61be/cffi-2.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9", size = 218971 }, + { url = "https://files.pythonhosted.org/packages/ab/49/fa72cebe2fd8a55fbe14956f9970fe8eb1ac59e5df042f603ef7c8ba0adc/cffi-2.0.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414", size = 211972 }, + { url = "https://files.pythonhosted.org/packages/0b/28/dd0967a76aab36731b6ebfe64dec4e981aff7e0608f60c2d46b46982607d/cffi-2.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743", size = 217078 }, + { url = "https://files.pythonhosted.org/packages/2b/c0/015b25184413d7ab0a410775fdb4a50fca20f5589b5dab1dbbfa3baad8ce/cffi-2.0.0-cp311-cp311-win32.whl", hash = "sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5", size = 172076 }, + { url = "https://files.pythonhosted.org/packages/ae/8f/dc5531155e7070361eb1b7e4c1a9d896d0cb21c49f807a6c03fd63fc877e/cffi-2.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5", size = 182820 }, + { url = "https://files.pythonhosted.org/packages/95/5c/1b493356429f9aecfd56bc171285a4c4ac8697f76e9bbbbb105e537853a1/cffi-2.0.0-cp311-cp311-win_arm64.whl", hash = "sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d", size = 177635 }, + { url = "https://files.pythonhosted.org/packages/ea/47/4f61023ea636104d4f16ab488e268b93008c3d0bb76893b1b31db1f96802/cffi-2.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d", size = 185271 }, + { url = "https://files.pythonhosted.org/packages/df/a2/781b623f57358e360d62cdd7a8c681f074a71d445418a776eef0aadb4ab4/cffi-2.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c", size = 181048 }, + { url = "https://files.pythonhosted.org/packages/ff/df/a4f0fbd47331ceeba3d37c2e51e9dfc9722498becbeec2bd8bc856c9538a/cffi-2.0.0-cp312-cp312-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe", size = 212529 }, + { url = "https://files.pythonhosted.org/packages/d5/72/12b5f8d3865bf0f87cf1404d8c374e7487dcf097a1c91c436e72e6badd83/cffi-2.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062", size = 220097 }, + { url = "https://files.pythonhosted.org/packages/c2/95/7a135d52a50dfa7c882ab0ac17e8dc11cec9d55d2c18dda414c051c5e69e/cffi-2.0.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e", size = 207983 }, + { url = "https://files.pythonhosted.org/packages/3a/c8/15cb9ada8895957ea171c62dc78ff3e99159ee7adb13c0123c001a2546c1/cffi-2.0.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037", size = 206519 }, + { url = "https://files.pythonhosted.org/packages/78/2d/7fa73dfa841b5ac06c7b8855cfc18622132e365f5b81d02230333ff26e9e/cffi-2.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba", size = 219572 }, + { url = "https://files.pythonhosted.org/packages/07/e0/267e57e387b4ca276b90f0434ff88b2c2241ad72b16d31836adddfd6031b/cffi-2.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94", size = 222963 }, + { url = "https://files.pythonhosted.org/packages/b6/75/1f2747525e06f53efbd878f4d03bac5b859cbc11c633d0fb81432d98a795/cffi-2.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187", size = 221361 }, + { url = "https://files.pythonhosted.org/packages/7b/2b/2b6435f76bfeb6bbf055596976da087377ede68df465419d192acf00c437/cffi-2.0.0-cp312-cp312-win32.whl", hash = "sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18", size = 172932 }, + { url = "https://files.pythonhosted.org/packages/f8/ed/13bd4418627013bec4ed6e54283b1959cf6db888048c7cf4b4c3b5b36002/cffi-2.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5", size = 183557 }, + { url = "https://files.pythonhosted.org/packages/95/31/9f7f93ad2f8eff1dbc1c3656d7ca5bfd8fb52c9d786b4dcf19b2d02217fa/cffi-2.0.0-cp312-cp312-win_arm64.whl", hash = "sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6", size = 177762 }, + { url = "https://files.pythonhosted.org/packages/4b/8d/a0a47a0c9e413a658623d014e91e74a50cdd2c423f7ccfd44086ef767f90/cffi-2.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:00bdf7acc5f795150faa6957054fbbca2439db2f775ce831222b66f192f03beb", size = 185230 }, + { url = "https://files.pythonhosted.org/packages/4a/d2/a6c0296814556c68ee32009d9c2ad4f85f2707cdecfd7727951ec228005d/cffi-2.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:45d5e886156860dc35862657e1494b9bae8dfa63bf56796f2fb56e1679fc0bca", size = 181043 }, + { url = "https://files.pythonhosted.org/packages/b0/1e/d22cc63332bd59b06481ceaac49d6c507598642e2230f201649058a7e704/cffi-2.0.0-cp313-cp313-manylinux1_i686.manylinux2014_i686.manylinux_2_17_i686.manylinux_2_5_i686.whl", hash = "sha256:07b271772c100085dd28b74fa0cd81c8fb1a3ba18b21e03d7c27f3436a10606b", size = 212446 }, + { url = "https://files.pythonhosted.org/packages/a9/f5/a2c23eb03b61a0b8747f211eb716446c826ad66818ddc7810cc2cc19b3f2/cffi-2.0.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d48a880098c96020b02d5a1f7d9251308510ce8858940e6fa99ece33f610838b", size = 220101 }, + { url = "https://files.pythonhosted.org/packages/f2/7f/e6647792fc5850d634695bc0e6ab4111ae88e89981d35ac269956605feba/cffi-2.0.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f93fd8e5c8c0a4aa1f424d6173f14a892044054871c771f8566e4008eaa359d2", size = 207948 }, + { url = "https://files.pythonhosted.org/packages/cb/1e/a5a1bd6f1fb30f22573f76533de12a00bf274abcdc55c8edab639078abb6/cffi-2.0.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:dd4f05f54a52fb558f1ba9f528228066954fee3ebe629fc1660d874d040ae5a3", size = 206422 }, + { url = "https://files.pythonhosted.org/packages/98/df/0a1755e750013a2081e863e7cd37e0cdd02664372c754e5560099eb7aa44/cffi-2.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c8d3b5532fc71b7a77c09192b4a5a200ea992702734a2e9279a37f2478236f26", size = 219499 }, + { url = "https://files.pythonhosted.org/packages/50/e1/a969e687fcf9ea58e6e2a928ad5e2dd88cc12f6f0ab477e9971f2309b57c/cffi-2.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:d9b29c1f0ae438d5ee9acb31cadee00a58c46cc9c0b2f9038c6b0b3470877a8c", size = 222928 }, + { url = "https://files.pythonhosted.org/packages/36/54/0362578dd2c9e557a28ac77698ed67323ed5b9775ca9d3fe73fe191bb5d8/cffi-2.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:6d50360be4546678fc1b79ffe7a66265e28667840010348dd69a314145807a1b", size = 221302 }, + { url = "https://files.pythonhosted.org/packages/eb/6d/bf9bda840d5f1dfdbf0feca87fbdb64a918a69bca42cfa0ba7b137c48cb8/cffi-2.0.0-cp313-cp313-win32.whl", hash = "sha256:74a03b9698e198d47562765773b4a8309919089150a0bb17d829ad7b44b60d27", size = 172909 }, + { url = "https://files.pythonhosted.org/packages/37/18/6519e1ee6f5a1e579e04b9ddb6f1676c17368a7aba48299c3759bbc3c8b3/cffi-2.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:19f705ada2530c1167abacb171925dd886168931e0a7b78f5bffcae5c6b5be75", size = 183402 }, + { url = "https://files.pythonhosted.org/packages/cb/0e/02ceeec9a7d6ee63bb596121c2c8e9b3a9e150936f4fbef6ca1943e6137c/cffi-2.0.0-cp313-cp313-win_arm64.whl", hash = "sha256:256f80b80ca3853f90c21b23ee78cd008713787b1b1e93eae9f3d6a7134abd91", size = 177780 }, + { url = "https://files.pythonhosted.org/packages/92/c4/3ce07396253a83250ee98564f8d7e9789fab8e58858f35d07a9a2c78de9f/cffi-2.0.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fc33c5141b55ed366cfaad382df24fe7dcbc686de5be719b207bb248e3053dc5", size = 185320 }, + { url = "https://files.pythonhosted.org/packages/59/dd/27e9fa567a23931c838c6b02d0764611c62290062a6d4e8ff7863daf9730/cffi-2.0.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c654de545946e0db659b3400168c9ad31b5d29593291482c43e3564effbcee13", size = 181487 }, + { url = "https://files.pythonhosted.org/packages/d6/43/0e822876f87ea8a4ef95442c3d766a06a51fc5298823f884ef87aaad168c/cffi-2.0.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:24b6f81f1983e6df8db3adc38562c83f7d4a0c36162885ec7f7b77c7dcbec97b", size = 220049 }, + { url = "https://files.pythonhosted.org/packages/b4/89/76799151d9c2d2d1ead63c2429da9ea9d7aac304603de0c6e8764e6e8e70/cffi-2.0.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:12873ca6cb9b0f0d3a0da705d6086fe911591737a59f28b7936bdfed27c0d47c", size = 207793 }, + { url = "https://files.pythonhosted.org/packages/bb/dd/3465b14bb9e24ee24cb88c9e3730f6de63111fffe513492bf8c808a3547e/cffi-2.0.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:d9b97165e8aed9272a6bb17c01e3cc5871a594a446ebedc996e2397a1c1ea8ef", size = 206300 }, + { url = "https://files.pythonhosted.org/packages/47/d9/d83e293854571c877a92da46fdec39158f8d7e68da75bf73581225d28e90/cffi-2.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:afb8db5439b81cf9c9d0c80404b60c3cc9c3add93e114dcae767f1477cb53775", size = 219244 }, + { url = "https://files.pythonhosted.org/packages/2b/0f/1f177e3683aead2bb00f7679a16451d302c436b5cbf2505f0ea8146ef59e/cffi-2.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:737fe7d37e1a1bffe70bd5754ea763a62a066dc5913ca57e957824b72a85e205", size = 222828 }, + { url = "https://files.pythonhosted.org/packages/c6/0f/cafacebd4b040e3119dcb32fed8bdef8dfe94da653155f9d0b9dc660166e/cffi-2.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:38100abb9d1b1435bc4cc340bb4489635dc2f0da7456590877030c9b3d40b0c1", size = 220926 }, + { url = "https://files.pythonhosted.org/packages/3e/aa/df335faa45b395396fcbc03de2dfcab242cd61a9900e914fe682a59170b1/cffi-2.0.0-cp314-cp314-win32.whl", hash = "sha256:087067fa8953339c723661eda6b54bc98c5625757ea62e95eb4898ad5e776e9f", size = 175328 }, + { url = "https://files.pythonhosted.org/packages/bb/92/882c2d30831744296ce713f0feb4c1cd30f346ef747b530b5318715cc367/cffi-2.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:203a48d1fb583fc7d78a4c6655692963b860a417c0528492a6bc21f1aaefab25", size = 185650 }, + { url = "https://files.pythonhosted.org/packages/9f/2c/98ece204b9d35a7366b5b2c6539c350313ca13932143e79dc133ba757104/cffi-2.0.0-cp314-cp314-win_arm64.whl", hash = "sha256:dbd5c7a25a7cb98f5ca55d258b103a2054f859a46ae11aaf23134f9cc0d356ad", size = 180687 }, + { url = "https://files.pythonhosted.org/packages/3e/61/c768e4d548bfa607abcda77423448df8c471f25dbe64fb2ef6d555eae006/cffi-2.0.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:9a67fc9e8eb39039280526379fb3a70023d77caec1852002b4da7e8b270c4dd9", size = 188773 }, + { url = "https://files.pythonhosted.org/packages/2c/ea/5f76bce7cf6fcd0ab1a1058b5af899bfbef198bea4d5686da88471ea0336/cffi-2.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:7a66c7204d8869299919db4d5069a82f1561581af12b11b3c9f48c584eb8743d", size = 185013 }, + { url = "https://files.pythonhosted.org/packages/be/b4/c56878d0d1755cf9caa54ba71e5d049479c52f9e4afc230f06822162ab2f/cffi-2.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:7cc09976e8b56f8cebd752f7113ad07752461f48a58cbba644139015ac24954c", size = 221593 }, + { url = "https://files.pythonhosted.org/packages/e0/0d/eb704606dfe8033e7128df5e90fee946bbcb64a04fcdaa97321309004000/cffi-2.0.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:92b68146a71df78564e4ef48af17551a5ddd142e5190cdf2c5624d0c3ff5b2e8", size = 209354 }, + { url = "https://files.pythonhosted.org/packages/d8/19/3c435d727b368ca475fb8742ab97c9cb13a0de600ce86f62eab7fa3eea60/cffi-2.0.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b1e74d11748e7e98e2f426ab176d4ed720a64412b6a15054378afdb71e0f37dc", size = 208480 }, + { url = "https://files.pythonhosted.org/packages/d0/44/681604464ed9541673e486521497406fadcc15b5217c3e326b061696899a/cffi-2.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:28a3a209b96630bca57cce802da70c266eb08c6e97e5afd61a75611ee6c64592", size = 221584 }, + { url = "https://files.pythonhosted.org/packages/25/8e/342a504ff018a2825d395d44d63a767dd8ebc927ebda557fecdaca3ac33a/cffi-2.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:7553fb2090d71822f02c629afe6042c299edf91ba1bf94951165613553984512", size = 224443 }, + { url = "https://files.pythonhosted.org/packages/e1/5e/b666bacbbc60fbf415ba9988324a132c9a7a0448a9a8f125074671c0f2c3/cffi-2.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:6c6c373cfc5c83a975506110d17457138c8c63016b563cc9ed6e056a82f13ce4", size = 223437 }, + { url = "https://files.pythonhosted.org/packages/a0/1d/ec1a60bd1a10daa292d3cd6bb0b359a81607154fb8165f3ec95fe003b85c/cffi-2.0.0-cp314-cp314t-win32.whl", hash = "sha256:1fc9ea04857caf665289b7a75923f2c6ed559b8298a1b8c49e59f7dd95c8481e", size = 180487 }, + { url = "https://files.pythonhosted.org/packages/bf/41/4c1168c74fac325c0c8156f04b6749c8b6a8f405bbf91413ba088359f60d/cffi-2.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:d68b6cef7827e8641e8ef16f4494edda8b36104d79773a334beaa1e3521430f6", size = 191726 }, + { url = "https://files.pythonhosted.org/packages/ae/3a/dbeec9d1ee0844c679f6bb5d6ad4e9f198b1224f4e7a32825f47f6192b0c/cffi-2.0.0-cp314-cp314t-win_arm64.whl", hash = "sha256:0a1527a803f0a659de1af2e1fd700213caba79377e27e4693648c2923da066f9", size = 184195 }, ] [[package]] name = "cfgv" version = "3.4.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/11/74/539e56497d9bd1d484fd863dd69cbbfa653cd2aa27abfe35653494d85e94/cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560", size = 7114, upload-time = "2023-08-12T20:38:17.776Z" } +sdist = { url = "https://files.pythonhosted.org/packages/11/74/539e56497d9bd1d484fd863dd69cbbfa653cd2aa27abfe35653494d85e94/cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560", size = 7114 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c5/55/51844dd50c4fc7a33b653bfaba4c2456f06955289ca770a5dbd5fd267374/cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9", size = 7249, upload-time = "2023-08-12T20:38:16.269Z" }, + { url = "https://files.pythonhosted.org/packages/c5/55/51844dd50c4fc7a33b653bfaba4c2456f06955289ca770a5dbd5fd267374/cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9", size = 7249 }, ] [[package]] name = "charset-normalizer" version = "3.4.4" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/13/69/33ddede1939fdd074bce5434295f38fae7136463422fe4fd3e0e89b98062/charset_normalizer-3.4.4.tar.gz", hash = "sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a", size = 129418, upload-time = "2025-10-14T04:42:32.879Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/1f/b8/6d51fc1d52cbd52cd4ccedd5b5b2f0f6a11bbf6765c782298b0f3e808541/charset_normalizer-3.4.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e824f1492727fa856dd6eda4f7cee25f8518a12f3c4a56a74e8095695089cf6d", size = 209709, upload-time = "2025-10-14T04:40:11.385Z" }, - { url = "https://files.pythonhosted.org/packages/5c/af/1f9d7f7faafe2ddfb6f72a2e07a548a629c61ad510fe60f9630309908fef/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4bd5d4137d500351a30687c2d3971758aac9a19208fc110ccb9d7188fbe709e8", size = 148814, upload-time = "2025-10-14T04:40:13.135Z" }, - { url = "https://files.pythonhosted.org/packages/79/3d/f2e3ac2bbc056ca0c204298ea4e3d9db9b4afe437812638759db2c976b5f/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:027f6de494925c0ab2a55eab46ae5129951638a49a34d87f4c3eda90f696b4ad", size = 144467, upload-time = "2025-10-14T04:40:14.728Z" }, - { url = "https://files.pythonhosted.org/packages/ec/85/1bf997003815e60d57de7bd972c57dc6950446a3e4ccac43bc3070721856/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f820802628d2694cb7e56db99213f930856014862f3fd943d290ea8438d07ca8", size = 162280, upload-time = "2025-10-14T04:40:16.14Z" }, - { url = "https://files.pythonhosted.org/packages/3e/8e/6aa1952f56b192f54921c436b87f2aaf7c7a7c3d0d1a765547d64fd83c13/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:798d75d81754988d2565bff1b97ba5a44411867c0cf32b77a7e8f8d84796b10d", size = 159454, upload-time = "2025-10-14T04:40:17.567Z" }, - { url = "https://files.pythonhosted.org/packages/36/3b/60cbd1f8e93aa25d1c669c649b7a655b0b5fb4c571858910ea9332678558/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d1bb833febdff5c8927f922386db610b49db6e0d4f4ee29601d71e7c2694313", size = 153609, upload-time = "2025-10-14T04:40:19.08Z" }, - { url = "https://files.pythonhosted.org/packages/64/91/6a13396948b8fd3c4b4fd5bc74d045f5637d78c9675585e8e9fbe5636554/charset_normalizer-3.4.4-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:9cd98cdc06614a2f768d2b7286d66805f94c48cde050acdbbb7db2600ab3197e", size = 151849, upload-time = "2025-10-14T04:40:20.607Z" }, - { url = "https://files.pythonhosted.org/packages/b7/7a/59482e28b9981d105691e968c544cc0df3b7d6133152fb3dcdc8f135da7a/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:077fbb858e903c73f6c9db43374fd213b0b6a778106bc7032446a8e8b5b38b93", size = 151586, upload-time = "2025-10-14T04:40:21.719Z" }, - { url = "https://files.pythonhosted.org/packages/92/59/f64ef6a1c4bdd2baf892b04cd78792ed8684fbc48d4c2afe467d96b4df57/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:244bfb999c71b35de57821b8ea746b24e863398194a4014e4c76adc2bbdfeff0", size = 145290, upload-time = "2025-10-14T04:40:23.069Z" }, - { url = "https://files.pythonhosted.org/packages/6b/63/3bf9f279ddfa641ffa1962b0db6a57a9c294361cc2f5fcac997049a00e9c/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:64b55f9dce520635f018f907ff1b0df1fdc31f2795a922fb49dd14fbcdf48c84", size = 163663, upload-time = "2025-10-14T04:40:24.17Z" }, - { url = "https://files.pythonhosted.org/packages/ed/09/c9e38fc8fa9e0849b172b581fd9803bdf6e694041127933934184e19f8c3/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:faa3a41b2b66b6e50f84ae4a68c64fcd0c44355741c6374813a800cd6695db9e", size = 151964, upload-time = "2025-10-14T04:40:25.368Z" }, - { url = "https://files.pythonhosted.org/packages/d2/d1/d28b747e512d0da79d8b6a1ac18b7ab2ecfd81b2944c4c710e166d8dd09c/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:6515f3182dbe4ea06ced2d9e8666d97b46ef4c75e326b79bb624110f122551db", size = 161064, upload-time = "2025-10-14T04:40:26.806Z" }, - { url = "https://files.pythonhosted.org/packages/bb/9a/31d62b611d901c3b9e5500c36aab0ff5eb442043fb3a1c254200d3d397d9/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:cc00f04ed596e9dc0da42ed17ac5e596c6ccba999ba6bd92b0e0aef2f170f2d6", size = 155015, upload-time = "2025-10-14T04:40:28.284Z" }, - { url = "https://files.pythonhosted.org/packages/1f/f3/107e008fa2bff0c8b9319584174418e5e5285fef32f79d8ee6a430d0039c/charset_normalizer-3.4.4-cp310-cp310-win32.whl", hash = "sha256:f34be2938726fc13801220747472850852fe6b1ea75869a048d6f896838c896f", size = 99792, upload-time = "2025-10-14T04:40:29.613Z" }, - { url = "https://files.pythonhosted.org/packages/eb/66/e396e8a408843337d7315bab30dbf106c38966f1819f123257f5520f8a96/charset_normalizer-3.4.4-cp310-cp310-win_amd64.whl", hash = "sha256:a61900df84c667873b292c3de315a786dd8dac506704dea57bc957bd31e22c7d", size = 107198, upload-time = "2025-10-14T04:40:30.644Z" }, - { url = "https://files.pythonhosted.org/packages/b5/58/01b4f815bf0312704c267f2ccb6e5d42bcc7752340cd487bc9f8c3710597/charset_normalizer-3.4.4-cp310-cp310-win_arm64.whl", hash = "sha256:cead0978fc57397645f12578bfd2d5ea9138ea0fac82b2f63f7f7c6877986a69", size = 100262, upload-time = "2025-10-14T04:40:32.108Z" }, - { url = "https://files.pythonhosted.org/packages/ed/27/c6491ff4954e58a10f69ad90aca8a1b6fe9c5d3c6f380907af3c37435b59/charset_normalizer-3.4.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6e1fcf0720908f200cd21aa4e6750a48ff6ce4afe7ff5a79a90d5ed8a08296f8", size = 206988, upload-time = "2025-10-14T04:40:33.79Z" }, - { url = "https://files.pythonhosted.org/packages/94/59/2e87300fe67ab820b5428580a53cad894272dbb97f38a7a814a2a1ac1011/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f819d5fe9234f9f82d75bdfa9aef3a3d72c4d24a6e57aeaebba32a704553aa0", size = 147324, upload-time = "2025-10-14T04:40:34.961Z" }, - { url = "https://files.pythonhosted.org/packages/07/fb/0cf61dc84b2b088391830f6274cb57c82e4da8bbc2efeac8c025edb88772/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:a59cb51917aa591b1c4e6a43c132f0cdc3c76dbad6155df4e28ee626cc77a0a3", size = 142742, upload-time = "2025-10-14T04:40:36.105Z" }, - { url = "https://files.pythonhosted.org/packages/62/8b/171935adf2312cd745d290ed93cf16cf0dfe320863ab7cbeeae1dcd6535f/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8ef3c867360f88ac904fd3f5e1f902f13307af9052646963ee08ff4f131adafc", size = 160863, upload-time = "2025-10-14T04:40:37.188Z" }, - { url = "https://files.pythonhosted.org/packages/09/73/ad875b192bda14f2173bfc1bc9a55e009808484a4b256748d931b6948442/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d9e45d7faa48ee908174d8fe84854479ef838fc6a705c9315372eacbc2f02897", size = 157837, upload-time = "2025-10-14T04:40:38.435Z" }, - { url = "https://files.pythonhosted.org/packages/6d/fc/de9cce525b2c5b94b47c70a4b4fb19f871b24995c728e957ee68ab1671ea/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:840c25fb618a231545cbab0564a799f101b63b9901f2569faecd6b222ac72381", size = 151550, upload-time = "2025-10-14T04:40:40.053Z" }, - { url = "https://files.pythonhosted.org/packages/55/c2/43edd615fdfba8c6f2dfbd459b25a6b3b551f24ea21981e23fb768503ce1/charset_normalizer-3.4.4-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:ca5862d5b3928c4940729dacc329aa9102900382fea192fc5e52eb69d6093815", size = 149162, upload-time = "2025-10-14T04:40:41.163Z" }, - { url = "https://files.pythonhosted.org/packages/03/86/bde4ad8b4d0e9429a4e82c1e8f5c659993a9a863ad62c7df05cf7b678d75/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d9c7f57c3d666a53421049053eaacdd14bbd0a528e2186fcb2e672effd053bb0", size = 150019, upload-time = "2025-10-14T04:40:42.276Z" }, - { url = "https://files.pythonhosted.org/packages/1f/86/a151eb2af293a7e7bac3a739b81072585ce36ccfb4493039f49f1d3cae8c/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:277e970e750505ed74c832b4bf75dac7476262ee2a013f5574dd49075879e161", size = 143310, upload-time = "2025-10-14T04:40:43.439Z" }, - { url = "https://files.pythonhosted.org/packages/b5/fe/43dae6144a7e07b87478fdfc4dbe9efd5defb0e7ec29f5f58a55aeef7bf7/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:31fd66405eaf47bb62e8cd575dc621c56c668f27d46a61d975a249930dd5e2a4", size = 162022, upload-time = "2025-10-14T04:40:44.547Z" }, - { url = "https://files.pythonhosted.org/packages/80/e6/7aab83774f5d2bca81f42ac58d04caf44f0cc2b65fc6db2b3b2e8a05f3b3/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:0d3d8f15c07f86e9ff82319b3d9ef6f4bf907608f53fe9d92b28ea9ae3d1fd89", size = 149383, upload-time = "2025-10-14T04:40:46.018Z" }, - { url = "https://files.pythonhosted.org/packages/4f/e8/b289173b4edae05c0dde07f69f8db476a0b511eac556dfe0d6bda3c43384/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:9f7fcd74d410a36883701fafa2482a6af2ff5ba96b9a620e9e0721e28ead5569", size = 159098, upload-time = "2025-10-14T04:40:47.081Z" }, - { url = "https://files.pythonhosted.org/packages/d8/df/fe699727754cae3f8478493c7f45f777b17c3ef0600e28abfec8619eb49c/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ebf3e58c7ec8a8bed6d66a75d7fb37b55e5015b03ceae72a8e7c74495551e224", size = 152991, upload-time = "2025-10-14T04:40:48.246Z" }, - { url = "https://files.pythonhosted.org/packages/1a/86/584869fe4ddb6ffa3bd9f491b87a01568797fb9bd8933f557dba9771beaf/charset_normalizer-3.4.4-cp311-cp311-win32.whl", hash = "sha256:eecbc200c7fd5ddb9a7f16c7decb07b566c29fa2161a16cf67b8d068bd21690a", size = 99456, upload-time = "2025-10-14T04:40:49.376Z" }, - { url = "https://files.pythonhosted.org/packages/65/f6/62fdd5feb60530f50f7e38b4f6a1d5203f4d16ff4f9f0952962c044e919a/charset_normalizer-3.4.4-cp311-cp311-win_amd64.whl", hash = "sha256:5ae497466c7901d54b639cf42d5b8c1b6a4fead55215500d2f486d34db48d016", size = 106978, upload-time = "2025-10-14T04:40:50.844Z" }, - { url = "https://files.pythonhosted.org/packages/7a/9d/0710916e6c82948b3be62d9d398cb4fcf4e97b56d6a6aeccd66c4b2f2bd5/charset_normalizer-3.4.4-cp311-cp311-win_arm64.whl", hash = "sha256:65e2befcd84bc6f37095f5961e68a6f077bf44946771354a28ad434c2cce0ae1", size = 99969, upload-time = "2025-10-14T04:40:52.272Z" }, - { url = "https://files.pythonhosted.org/packages/f3/85/1637cd4af66fa687396e757dec650f28025f2a2f5a5531a3208dc0ec43f2/charset_normalizer-3.4.4-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0a98e6759f854bd25a58a73fa88833fba3b7c491169f86ce1180c948ab3fd394", size = 208425, upload-time = "2025-10-14T04:40:53.353Z" }, - { url = "https://files.pythonhosted.org/packages/9d/6a/04130023fef2a0d9c62d0bae2649b69f7b7d8d24ea5536feef50551029df/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b5b290ccc2a263e8d185130284f8501e3e36c5e02750fc6b6bdeb2e9e96f1e25", size = 148162, upload-time = "2025-10-14T04:40:54.558Z" }, - { url = "https://files.pythonhosted.org/packages/78/29/62328d79aa60da22c9e0b9a66539feae06ca0f5a4171ac4f7dc285b83688/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:74bb723680f9f7a6234dcf67aea57e708ec1fbdf5699fb91dfd6f511b0a320ef", size = 144558, upload-time = "2025-10-14T04:40:55.677Z" }, - { url = "https://files.pythonhosted.org/packages/86/bb/b32194a4bf15b88403537c2e120b817c61cd4ecffa9b6876e941c3ee38fe/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f1e34719c6ed0b92f418c7c780480b26b5d9c50349e9a9af7d76bf757530350d", size = 161497, upload-time = "2025-10-14T04:40:57.217Z" }, - { url = "https://files.pythonhosted.org/packages/19/89/a54c82b253d5b9b111dc74aca196ba5ccfcca8242d0fb64146d4d3183ff1/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2437418e20515acec67d86e12bf70056a33abdacb5cb1655042f6538d6b085a8", size = 159240, upload-time = "2025-10-14T04:40:58.358Z" }, - { url = "https://files.pythonhosted.org/packages/c0/10/d20b513afe03acc89ec33948320a5544d31f21b05368436d580dec4e234d/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:11d694519d7f29d6cd09f6ac70028dba10f92f6cdd059096db198c283794ac86", size = 153471, upload-time = "2025-10-14T04:40:59.468Z" }, - { url = "https://files.pythonhosted.org/packages/61/fa/fbf177b55bdd727010f9c0a3c49eefa1d10f960e5f09d1d887bf93c2e698/charset_normalizer-3.4.4-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:ac1c4a689edcc530fc9d9aa11f5774b9e2f33f9a0c6a57864e90908f5208d30a", size = 150864, upload-time = "2025-10-14T04:41:00.623Z" }, - { url = "https://files.pythonhosted.org/packages/05/12/9fbc6a4d39c0198adeebbde20b619790e9236557ca59fc40e0e3cebe6f40/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:21d142cc6c0ec30d2efee5068ca36c128a30b0f2c53c1c07bd78cb6bc1d3be5f", size = 150647, upload-time = "2025-10-14T04:41:01.754Z" }, - { url = "https://files.pythonhosted.org/packages/ad/1f/6a9a593d52e3e8c5d2b167daf8c6b968808efb57ef4c210acb907c365bc4/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:5dbe56a36425d26d6cfb40ce79c314a2e4dd6211d51d6d2191c00bed34f354cc", size = 145110, upload-time = "2025-10-14T04:41:03.231Z" }, - { url = "https://files.pythonhosted.org/packages/30/42/9a52c609e72471b0fc54386dc63c3781a387bb4fe61c20231a4ebcd58bdd/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:5bfbb1b9acf3334612667b61bd3002196fe2a1eb4dd74d247e0f2a4d50ec9bbf", size = 162839, upload-time = "2025-10-14T04:41:04.715Z" }, - { url = "https://files.pythonhosted.org/packages/c4/5b/c0682bbf9f11597073052628ddd38344a3d673fda35a36773f7d19344b23/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:d055ec1e26e441f6187acf818b73564e6e6282709e9bcb5b63f5b23068356a15", size = 150667, upload-time = "2025-10-14T04:41:05.827Z" }, - { url = "https://files.pythonhosted.org/packages/e4/24/a41afeab6f990cf2daf6cb8c67419b63b48cf518e4f56022230840c9bfb2/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:af2d8c67d8e573d6de5bc30cdb27e9b95e49115cd9baad5ddbd1a6207aaa82a9", size = 160535, upload-time = "2025-10-14T04:41:06.938Z" }, - { url = "https://files.pythonhosted.org/packages/2a/e5/6a4ce77ed243c4a50a1fecca6aaaab419628c818a49434be428fe24c9957/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:780236ac706e66881f3b7f2f32dfe90507a09e67d1d454c762cf642e6e1586e0", size = 154816, upload-time = "2025-10-14T04:41:08.101Z" }, - { url = "https://files.pythonhosted.org/packages/a8/ef/89297262b8092b312d29cdb2517cb1237e51db8ecef2e9af5edbe7b683b1/charset_normalizer-3.4.4-cp312-cp312-win32.whl", hash = "sha256:5833d2c39d8896e4e19b689ffc198f08ea58116bee26dea51e362ecc7cd3ed26", size = 99694, upload-time = "2025-10-14T04:41:09.23Z" }, - { url = "https://files.pythonhosted.org/packages/3d/2d/1e5ed9dd3b3803994c155cd9aacb60c82c331bad84daf75bcb9c91b3295e/charset_normalizer-3.4.4-cp312-cp312-win_amd64.whl", hash = "sha256:a79cfe37875f822425b89a82333404539ae63dbdddf97f84dcbc3d339aae9525", size = 107131, upload-time = "2025-10-14T04:41:10.467Z" }, - { url = "https://files.pythonhosted.org/packages/d0/d9/0ed4c7098a861482a7b6a95603edce4c0d9db2311af23da1fb2b75ec26fc/charset_normalizer-3.4.4-cp312-cp312-win_arm64.whl", hash = "sha256:376bec83a63b8021bb5c8ea75e21c4ccb86e7e45ca4eb81146091b56599b80c3", size = 100390, upload-time = "2025-10-14T04:41:11.915Z" }, - { url = "https://files.pythonhosted.org/packages/97/45/4b3a1239bbacd321068ea6e7ac28875b03ab8bc0aa0966452db17cd36714/charset_normalizer-3.4.4-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:e1f185f86a6f3403aa2420e815904c67b2f9ebc443f045edd0de921108345794", size = 208091, upload-time = "2025-10-14T04:41:13.346Z" }, - { url = "https://files.pythonhosted.org/packages/7d/62/73a6d7450829655a35bb88a88fca7d736f9882a27eacdca2c6d505b57e2e/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b39f987ae8ccdf0d2642338faf2abb1862340facc796048b604ef14919e55ed", size = 147936, upload-time = "2025-10-14T04:41:14.461Z" }, - { url = "https://files.pythonhosted.org/packages/89/c5/adb8c8b3d6625bef6d88b251bbb0d95f8205831b987631ab0c8bb5d937c2/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3162d5d8ce1bb98dd51af660f2121c55d0fa541b46dff7bb9b9f86ea1d87de72", size = 144180, upload-time = "2025-10-14T04:41:15.588Z" }, - { url = "https://files.pythonhosted.org/packages/91/ed/9706e4070682d1cc219050b6048bfd293ccf67b3d4f5a4f39207453d4b99/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:81d5eb2a312700f4ecaa977a8235b634ce853200e828fbadf3a9c50bab278328", size = 161346, upload-time = "2025-10-14T04:41:16.738Z" }, - { url = "https://files.pythonhosted.org/packages/d5/0d/031f0d95e4972901a2f6f09ef055751805ff541511dc1252ba3ca1f80cf5/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5bd2293095d766545ec1a8f612559f6b40abc0eb18bb2f5d1171872d34036ede", size = 158874, upload-time = "2025-10-14T04:41:17.923Z" }, - { url = "https://files.pythonhosted.org/packages/f5/83/6ab5883f57c9c801ce5e5677242328aa45592be8a00644310a008d04f922/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a8a8b89589086a25749f471e6a900d3f662d1d3b6e2e59dcecf787b1cc3a1894", size = 153076, upload-time = "2025-10-14T04:41:19.106Z" }, - { url = "https://files.pythonhosted.org/packages/75/1e/5ff781ddf5260e387d6419959ee89ef13878229732732ee73cdae01800f2/charset_normalizer-3.4.4-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc7637e2f80d8530ee4a78e878bce464f70087ce73cf7c1caf142416923b98f1", size = 150601, upload-time = "2025-10-14T04:41:20.245Z" }, - { url = "https://files.pythonhosted.org/packages/d7/57/71be810965493d3510a6ca79b90c19e48696fb1ff964da319334b12677f0/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f8bf04158c6b607d747e93949aa60618b61312fe647a6369f88ce2ff16043490", size = 150376, upload-time = "2025-10-14T04:41:21.398Z" }, - { url = "https://files.pythonhosted.org/packages/e5/d5/c3d057a78c181d007014feb7e9f2e65905a6c4ef182c0ddf0de2924edd65/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:554af85e960429cf30784dd47447d5125aaa3b99a6f0683589dbd27e2f45da44", size = 144825, upload-time = "2025-10-14T04:41:22.583Z" }, - { url = "https://files.pythonhosted.org/packages/e6/8c/d0406294828d4976f275ffbe66f00266c4b3136b7506941d87c00cab5272/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:74018750915ee7ad843a774364e13a3db91682f26142baddf775342c3f5b1133", size = 162583, upload-time = "2025-10-14T04:41:23.754Z" }, - { url = "https://files.pythonhosted.org/packages/d7/24/e2aa1f18c8f15c4c0e932d9287b8609dd30ad56dbe41d926bd846e22fb8d/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:c0463276121fdee9c49b98908b3a89c39be45d86d1dbaa22957e38f6321d4ce3", size = 150366, upload-time = "2025-10-14T04:41:25.27Z" }, - { url = "https://files.pythonhosted.org/packages/e4/5b/1e6160c7739aad1e2df054300cc618b06bf784a7a164b0f238360721ab86/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:362d61fd13843997c1c446760ef36f240cf81d3ebf74ac62652aebaf7838561e", size = 160300, upload-time = "2025-10-14T04:41:26.725Z" }, - { url = "https://files.pythonhosted.org/packages/7a/10/f882167cd207fbdd743e55534d5d9620e095089d176d55cb22d5322f2afd/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9a26f18905b8dd5d685d6d07b0cdf98a79f3c7a918906af7cc143ea2e164c8bc", size = 154465, upload-time = "2025-10-14T04:41:28.322Z" }, - { url = "https://files.pythonhosted.org/packages/89/66/c7a9e1b7429be72123441bfdbaf2bc13faab3f90b933f664db506dea5915/charset_normalizer-3.4.4-cp313-cp313-win32.whl", hash = "sha256:9b35f4c90079ff2e2edc5b26c0c77925e5d2d255c42c74fdb70fb49b172726ac", size = 99404, upload-time = "2025-10-14T04:41:29.95Z" }, - { url = "https://files.pythonhosted.org/packages/c4/26/b9924fa27db384bdcd97ab83b4f0a8058d96ad9626ead570674d5e737d90/charset_normalizer-3.4.4-cp313-cp313-win_amd64.whl", hash = "sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14", size = 107092, upload-time = "2025-10-14T04:41:31.188Z" }, - { url = "https://files.pythonhosted.org/packages/af/8f/3ed4bfa0c0c72a7ca17f0380cd9e4dd842b09f664e780c13cff1dcf2ef1b/charset_normalizer-3.4.4-cp313-cp313-win_arm64.whl", hash = "sha256:542d2cee80be6f80247095cc36c418f7bddd14f4a6de45af91dfad36d817bba2", size = 100408, upload-time = "2025-10-14T04:41:32.624Z" }, - { url = "https://files.pythonhosted.org/packages/2a/35/7051599bd493e62411d6ede36fd5af83a38f37c4767b92884df7301db25d/charset_normalizer-3.4.4-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:da3326d9e65ef63a817ecbcc0df6e94463713b754fe293eaa03da99befb9a5bd", size = 207746, upload-time = "2025-10-14T04:41:33.773Z" }, - { url = "https://files.pythonhosted.org/packages/10/9a/97c8d48ef10d6cd4fcead2415523221624bf58bcf68a802721a6bc807c8f/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8af65f14dc14a79b924524b1e7fffe304517b2bff5a58bf64f30b98bbc5079eb", size = 147889, upload-time = "2025-10-14T04:41:34.897Z" }, - { url = "https://files.pythonhosted.org/packages/10/bf/979224a919a1b606c82bd2c5fa49b5c6d5727aa47b4312bb27b1734f53cd/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:74664978bb272435107de04e36db5a9735e78232b85b77d45cfb38f758efd33e", size = 143641, upload-time = "2025-10-14T04:41:36.116Z" }, - { url = "https://files.pythonhosted.org/packages/ba/33/0ad65587441fc730dc7bd90e9716b30b4702dc7b617e6ba4997dc8651495/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:752944c7ffbfdd10c074dc58ec2d5a8a4cd9493b314d367c14d24c17684ddd14", size = 160779, upload-time = "2025-10-14T04:41:37.229Z" }, - { url = "https://files.pythonhosted.org/packages/67/ed/331d6b249259ee71ddea93f6f2f0a56cfebd46938bde6fcc6f7b9a3d0e09/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d1f13550535ad8cff21b8d757a3257963e951d96e20ec82ab44bc64aeb62a191", size = 159035, upload-time = "2025-10-14T04:41:38.368Z" }, - { url = "https://files.pythonhosted.org/packages/67/ff/f6b948ca32e4f2a4576aa129d8bed61f2e0543bf9f5f2b7fc3758ed005c9/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ecaae4149d99b1c9e7b88bb03e3221956f68fd6d50be2ef061b2381b61d20838", size = 152542, upload-time = "2025-10-14T04:41:39.862Z" }, - { url = "https://files.pythonhosted.org/packages/16/85/276033dcbcc369eb176594de22728541a925b2632f9716428c851b149e83/charset_normalizer-3.4.4-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:cb6254dc36b47a990e59e1068afacdcd02958bdcce30bb50cc1700a8b9d624a6", size = 149524, upload-time = "2025-10-14T04:41:41.319Z" }, - { url = "https://files.pythonhosted.org/packages/9e/f2/6a2a1f722b6aba37050e626530a46a68f74e63683947a8acff92569f979a/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c8ae8a0f02f57a6e61203a31428fa1d677cbe50c93622b4149d5c0f319c1d19e", size = 150395, upload-time = "2025-10-14T04:41:42.539Z" }, - { url = "https://files.pythonhosted.org/packages/60/bb/2186cb2f2bbaea6338cad15ce23a67f9b0672929744381e28b0592676824/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:47cc91b2f4dd2833fddaedd2893006b0106129d4b94fdb6af1f4ce5a9965577c", size = 143680, upload-time = "2025-10-14T04:41:43.661Z" }, - { url = "https://files.pythonhosted.org/packages/7d/a5/bf6f13b772fbb2a90360eb620d52ed8f796f3c5caee8398c3b2eb7b1c60d/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:82004af6c302b5d3ab2cfc4cc5f29db16123b1a8417f2e25f9066f91d4411090", size = 162045, upload-time = "2025-10-14T04:41:44.821Z" }, - { url = "https://files.pythonhosted.org/packages/df/c5/d1be898bf0dc3ef9030c3825e5d3b83f2c528d207d246cbabe245966808d/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:2b7d8f6c26245217bd2ad053761201e9f9680f8ce52f0fcd8d0755aeae5b2152", size = 149687, upload-time = "2025-10-14T04:41:46.442Z" }, - { url = "https://files.pythonhosted.org/packages/a5/42/90c1f7b9341eef50c8a1cb3f098ac43b0508413f33affd762855f67a410e/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:799a7a5e4fb2d5898c60b640fd4981d6a25f1c11790935a44ce38c54e985f828", size = 160014, upload-time = "2025-10-14T04:41:47.631Z" }, - { url = "https://files.pythonhosted.org/packages/76/be/4d3ee471e8145d12795ab655ece37baed0929462a86e72372fd25859047c/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:99ae2cffebb06e6c22bdc25801d7b30f503cc87dbd283479e7b606f70aff57ec", size = 154044, upload-time = "2025-10-14T04:41:48.81Z" }, - { url = "https://files.pythonhosted.org/packages/b0/6f/8f7af07237c34a1defe7defc565a9bc1807762f672c0fde711a4b22bf9c0/charset_normalizer-3.4.4-cp314-cp314-win32.whl", hash = "sha256:f9d332f8c2a2fcbffe1378594431458ddbef721c1769d78e2cbc06280d8155f9", size = 99940, upload-time = "2025-10-14T04:41:49.946Z" }, - { url = "https://files.pythonhosted.org/packages/4b/51/8ade005e5ca5b0d80fb4aff72a3775b325bdc3d27408c8113811a7cbe640/charset_normalizer-3.4.4-cp314-cp314-win_amd64.whl", hash = "sha256:8a6562c3700cce886c5be75ade4a5db4214fda19fede41d9792d100288d8f94c", size = 107104, upload-time = "2025-10-14T04:41:51.051Z" }, - { url = "https://files.pythonhosted.org/packages/da/5f/6b8f83a55bb8278772c5ae54a577f3099025f9ade59d0136ac24a0df4bde/charset_normalizer-3.4.4-cp314-cp314-win_arm64.whl", hash = "sha256:de00632ca48df9daf77a2c65a484531649261ec9f25489917f09e455cb09ddb2", size = 100743, upload-time = "2025-10-14T04:41:52.122Z" }, - { url = "https://files.pythonhosted.org/packages/0a/4c/925909008ed5a988ccbb72dcc897407e5d6d3bd72410d69e051fc0c14647/charset_normalizer-3.4.4-py3-none-any.whl", hash = "sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f", size = 53402, upload-time = "2025-10-14T04:42:31.76Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/13/69/33ddede1939fdd074bce5434295f38fae7136463422fe4fd3e0e89b98062/charset_normalizer-3.4.4.tar.gz", hash = "sha256:94537985111c35f28720e43603b8e7b43a6ecfb2ce1d3058bbe955b73404e21a", size = 129418 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1f/b8/6d51fc1d52cbd52cd4ccedd5b5b2f0f6a11bbf6765c782298b0f3e808541/charset_normalizer-3.4.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e824f1492727fa856dd6eda4f7cee25f8518a12f3c4a56a74e8095695089cf6d", size = 209709 }, + { url = "https://files.pythonhosted.org/packages/5c/af/1f9d7f7faafe2ddfb6f72a2e07a548a629c61ad510fe60f9630309908fef/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4bd5d4137d500351a30687c2d3971758aac9a19208fc110ccb9d7188fbe709e8", size = 148814 }, + { url = "https://files.pythonhosted.org/packages/79/3d/f2e3ac2bbc056ca0c204298ea4e3d9db9b4afe437812638759db2c976b5f/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:027f6de494925c0ab2a55eab46ae5129951638a49a34d87f4c3eda90f696b4ad", size = 144467 }, + { url = "https://files.pythonhosted.org/packages/ec/85/1bf997003815e60d57de7bd972c57dc6950446a3e4ccac43bc3070721856/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f820802628d2694cb7e56db99213f930856014862f3fd943d290ea8438d07ca8", size = 162280 }, + { url = "https://files.pythonhosted.org/packages/3e/8e/6aa1952f56b192f54921c436b87f2aaf7c7a7c3d0d1a765547d64fd83c13/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:798d75d81754988d2565bff1b97ba5a44411867c0cf32b77a7e8f8d84796b10d", size = 159454 }, + { url = "https://files.pythonhosted.org/packages/36/3b/60cbd1f8e93aa25d1c669c649b7a655b0b5fb4c571858910ea9332678558/charset_normalizer-3.4.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d1bb833febdff5c8927f922386db610b49db6e0d4f4ee29601d71e7c2694313", size = 153609 }, + { url = "https://files.pythonhosted.org/packages/64/91/6a13396948b8fd3c4b4fd5bc74d045f5637d78c9675585e8e9fbe5636554/charset_normalizer-3.4.4-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:9cd98cdc06614a2f768d2b7286d66805f94c48cde050acdbbb7db2600ab3197e", size = 151849 }, + { url = "https://files.pythonhosted.org/packages/b7/7a/59482e28b9981d105691e968c544cc0df3b7d6133152fb3dcdc8f135da7a/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:077fbb858e903c73f6c9db43374fd213b0b6a778106bc7032446a8e8b5b38b93", size = 151586 }, + { url = "https://files.pythonhosted.org/packages/92/59/f64ef6a1c4bdd2baf892b04cd78792ed8684fbc48d4c2afe467d96b4df57/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:244bfb999c71b35de57821b8ea746b24e863398194a4014e4c76adc2bbdfeff0", size = 145290 }, + { url = "https://files.pythonhosted.org/packages/6b/63/3bf9f279ddfa641ffa1962b0db6a57a9c294361cc2f5fcac997049a00e9c/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:64b55f9dce520635f018f907ff1b0df1fdc31f2795a922fb49dd14fbcdf48c84", size = 163663 }, + { url = "https://files.pythonhosted.org/packages/ed/09/c9e38fc8fa9e0849b172b581fd9803bdf6e694041127933934184e19f8c3/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:faa3a41b2b66b6e50f84ae4a68c64fcd0c44355741c6374813a800cd6695db9e", size = 151964 }, + { url = "https://files.pythonhosted.org/packages/d2/d1/d28b747e512d0da79d8b6a1ac18b7ab2ecfd81b2944c4c710e166d8dd09c/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:6515f3182dbe4ea06ced2d9e8666d97b46ef4c75e326b79bb624110f122551db", size = 161064 }, + { url = "https://files.pythonhosted.org/packages/bb/9a/31d62b611d901c3b9e5500c36aab0ff5eb442043fb3a1c254200d3d397d9/charset_normalizer-3.4.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:cc00f04ed596e9dc0da42ed17ac5e596c6ccba999ba6bd92b0e0aef2f170f2d6", size = 155015 }, + { url = "https://files.pythonhosted.org/packages/1f/f3/107e008fa2bff0c8b9319584174418e5e5285fef32f79d8ee6a430d0039c/charset_normalizer-3.4.4-cp310-cp310-win32.whl", hash = "sha256:f34be2938726fc13801220747472850852fe6b1ea75869a048d6f896838c896f", size = 99792 }, + { url = "https://files.pythonhosted.org/packages/eb/66/e396e8a408843337d7315bab30dbf106c38966f1819f123257f5520f8a96/charset_normalizer-3.4.4-cp310-cp310-win_amd64.whl", hash = "sha256:a61900df84c667873b292c3de315a786dd8dac506704dea57bc957bd31e22c7d", size = 107198 }, + { url = "https://files.pythonhosted.org/packages/b5/58/01b4f815bf0312704c267f2ccb6e5d42bcc7752340cd487bc9f8c3710597/charset_normalizer-3.4.4-cp310-cp310-win_arm64.whl", hash = "sha256:cead0978fc57397645f12578bfd2d5ea9138ea0fac82b2f63f7f7c6877986a69", size = 100262 }, + { url = "https://files.pythonhosted.org/packages/ed/27/c6491ff4954e58a10f69ad90aca8a1b6fe9c5d3c6f380907af3c37435b59/charset_normalizer-3.4.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6e1fcf0720908f200cd21aa4e6750a48ff6ce4afe7ff5a79a90d5ed8a08296f8", size = 206988 }, + { url = "https://files.pythonhosted.org/packages/94/59/2e87300fe67ab820b5428580a53cad894272dbb97f38a7a814a2a1ac1011/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5f819d5fe9234f9f82d75bdfa9aef3a3d72c4d24a6e57aeaebba32a704553aa0", size = 147324 }, + { url = "https://files.pythonhosted.org/packages/07/fb/0cf61dc84b2b088391830f6274cb57c82e4da8bbc2efeac8c025edb88772/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:a59cb51917aa591b1c4e6a43c132f0cdc3c76dbad6155df4e28ee626cc77a0a3", size = 142742 }, + { url = "https://files.pythonhosted.org/packages/62/8b/171935adf2312cd745d290ed93cf16cf0dfe320863ab7cbeeae1dcd6535f/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8ef3c867360f88ac904fd3f5e1f902f13307af9052646963ee08ff4f131adafc", size = 160863 }, + { url = "https://files.pythonhosted.org/packages/09/73/ad875b192bda14f2173bfc1bc9a55e009808484a4b256748d931b6948442/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d9e45d7faa48ee908174d8fe84854479ef838fc6a705c9315372eacbc2f02897", size = 157837 }, + { url = "https://files.pythonhosted.org/packages/6d/fc/de9cce525b2c5b94b47c70a4b4fb19f871b24995c728e957ee68ab1671ea/charset_normalizer-3.4.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:840c25fb618a231545cbab0564a799f101b63b9901f2569faecd6b222ac72381", size = 151550 }, + { url = "https://files.pythonhosted.org/packages/55/c2/43edd615fdfba8c6f2dfbd459b25a6b3b551f24ea21981e23fb768503ce1/charset_normalizer-3.4.4-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:ca5862d5b3928c4940729dacc329aa9102900382fea192fc5e52eb69d6093815", size = 149162 }, + { url = "https://files.pythonhosted.org/packages/03/86/bde4ad8b4d0e9429a4e82c1e8f5c659993a9a863ad62c7df05cf7b678d75/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d9c7f57c3d666a53421049053eaacdd14bbd0a528e2186fcb2e672effd053bb0", size = 150019 }, + { url = "https://files.pythonhosted.org/packages/1f/86/a151eb2af293a7e7bac3a739b81072585ce36ccfb4493039f49f1d3cae8c/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:277e970e750505ed74c832b4bf75dac7476262ee2a013f5574dd49075879e161", size = 143310 }, + { url = "https://files.pythonhosted.org/packages/b5/fe/43dae6144a7e07b87478fdfc4dbe9efd5defb0e7ec29f5f58a55aeef7bf7/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:31fd66405eaf47bb62e8cd575dc621c56c668f27d46a61d975a249930dd5e2a4", size = 162022 }, + { url = "https://files.pythonhosted.org/packages/80/e6/7aab83774f5d2bca81f42ac58d04caf44f0cc2b65fc6db2b3b2e8a05f3b3/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:0d3d8f15c07f86e9ff82319b3d9ef6f4bf907608f53fe9d92b28ea9ae3d1fd89", size = 149383 }, + { url = "https://files.pythonhosted.org/packages/4f/e8/b289173b4edae05c0dde07f69f8db476a0b511eac556dfe0d6bda3c43384/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:9f7fcd74d410a36883701fafa2482a6af2ff5ba96b9a620e9e0721e28ead5569", size = 159098 }, + { url = "https://files.pythonhosted.org/packages/d8/df/fe699727754cae3f8478493c7f45f777b17c3ef0600e28abfec8619eb49c/charset_normalizer-3.4.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ebf3e58c7ec8a8bed6d66a75d7fb37b55e5015b03ceae72a8e7c74495551e224", size = 152991 }, + { url = "https://files.pythonhosted.org/packages/1a/86/584869fe4ddb6ffa3bd9f491b87a01568797fb9bd8933f557dba9771beaf/charset_normalizer-3.4.4-cp311-cp311-win32.whl", hash = "sha256:eecbc200c7fd5ddb9a7f16c7decb07b566c29fa2161a16cf67b8d068bd21690a", size = 99456 }, + { url = "https://files.pythonhosted.org/packages/65/f6/62fdd5feb60530f50f7e38b4f6a1d5203f4d16ff4f9f0952962c044e919a/charset_normalizer-3.4.4-cp311-cp311-win_amd64.whl", hash = "sha256:5ae497466c7901d54b639cf42d5b8c1b6a4fead55215500d2f486d34db48d016", size = 106978 }, + { url = "https://files.pythonhosted.org/packages/7a/9d/0710916e6c82948b3be62d9d398cb4fcf4e97b56d6a6aeccd66c4b2f2bd5/charset_normalizer-3.4.4-cp311-cp311-win_arm64.whl", hash = "sha256:65e2befcd84bc6f37095f5961e68a6f077bf44946771354a28ad434c2cce0ae1", size = 99969 }, + { url = "https://files.pythonhosted.org/packages/f3/85/1637cd4af66fa687396e757dec650f28025f2a2f5a5531a3208dc0ec43f2/charset_normalizer-3.4.4-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:0a98e6759f854bd25a58a73fa88833fba3b7c491169f86ce1180c948ab3fd394", size = 208425 }, + { url = "https://files.pythonhosted.org/packages/9d/6a/04130023fef2a0d9c62d0bae2649b69f7b7d8d24ea5536feef50551029df/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b5b290ccc2a263e8d185130284f8501e3e36c5e02750fc6b6bdeb2e9e96f1e25", size = 148162 }, + { url = "https://files.pythonhosted.org/packages/78/29/62328d79aa60da22c9e0b9a66539feae06ca0f5a4171ac4f7dc285b83688/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:74bb723680f9f7a6234dcf67aea57e708ec1fbdf5699fb91dfd6f511b0a320ef", size = 144558 }, + { url = "https://files.pythonhosted.org/packages/86/bb/b32194a4bf15b88403537c2e120b817c61cd4ecffa9b6876e941c3ee38fe/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f1e34719c6ed0b92f418c7c780480b26b5d9c50349e9a9af7d76bf757530350d", size = 161497 }, + { url = "https://files.pythonhosted.org/packages/19/89/a54c82b253d5b9b111dc74aca196ba5ccfcca8242d0fb64146d4d3183ff1/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2437418e20515acec67d86e12bf70056a33abdacb5cb1655042f6538d6b085a8", size = 159240 }, + { url = "https://files.pythonhosted.org/packages/c0/10/d20b513afe03acc89ec33948320a5544d31f21b05368436d580dec4e234d/charset_normalizer-3.4.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:11d694519d7f29d6cd09f6ac70028dba10f92f6cdd059096db198c283794ac86", size = 153471 }, + { url = "https://files.pythonhosted.org/packages/61/fa/fbf177b55bdd727010f9c0a3c49eefa1d10f960e5f09d1d887bf93c2e698/charset_normalizer-3.4.4-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:ac1c4a689edcc530fc9d9aa11f5774b9e2f33f9a0c6a57864e90908f5208d30a", size = 150864 }, + { url = "https://files.pythonhosted.org/packages/05/12/9fbc6a4d39c0198adeebbde20b619790e9236557ca59fc40e0e3cebe6f40/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:21d142cc6c0ec30d2efee5068ca36c128a30b0f2c53c1c07bd78cb6bc1d3be5f", size = 150647 }, + { url = "https://files.pythonhosted.org/packages/ad/1f/6a9a593d52e3e8c5d2b167daf8c6b968808efb57ef4c210acb907c365bc4/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:5dbe56a36425d26d6cfb40ce79c314a2e4dd6211d51d6d2191c00bed34f354cc", size = 145110 }, + { url = "https://files.pythonhosted.org/packages/30/42/9a52c609e72471b0fc54386dc63c3781a387bb4fe61c20231a4ebcd58bdd/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:5bfbb1b9acf3334612667b61bd3002196fe2a1eb4dd74d247e0f2a4d50ec9bbf", size = 162839 }, + { url = "https://files.pythonhosted.org/packages/c4/5b/c0682bbf9f11597073052628ddd38344a3d673fda35a36773f7d19344b23/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:d055ec1e26e441f6187acf818b73564e6e6282709e9bcb5b63f5b23068356a15", size = 150667 }, + { url = "https://files.pythonhosted.org/packages/e4/24/a41afeab6f990cf2daf6cb8c67419b63b48cf518e4f56022230840c9bfb2/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:af2d8c67d8e573d6de5bc30cdb27e9b95e49115cd9baad5ddbd1a6207aaa82a9", size = 160535 }, + { url = "https://files.pythonhosted.org/packages/2a/e5/6a4ce77ed243c4a50a1fecca6aaaab419628c818a49434be428fe24c9957/charset_normalizer-3.4.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:780236ac706e66881f3b7f2f32dfe90507a09e67d1d454c762cf642e6e1586e0", size = 154816 }, + { url = "https://files.pythonhosted.org/packages/a8/ef/89297262b8092b312d29cdb2517cb1237e51db8ecef2e9af5edbe7b683b1/charset_normalizer-3.4.4-cp312-cp312-win32.whl", hash = "sha256:5833d2c39d8896e4e19b689ffc198f08ea58116bee26dea51e362ecc7cd3ed26", size = 99694 }, + { url = "https://files.pythonhosted.org/packages/3d/2d/1e5ed9dd3b3803994c155cd9aacb60c82c331bad84daf75bcb9c91b3295e/charset_normalizer-3.4.4-cp312-cp312-win_amd64.whl", hash = "sha256:a79cfe37875f822425b89a82333404539ae63dbdddf97f84dcbc3d339aae9525", size = 107131 }, + { url = "https://files.pythonhosted.org/packages/d0/d9/0ed4c7098a861482a7b6a95603edce4c0d9db2311af23da1fb2b75ec26fc/charset_normalizer-3.4.4-cp312-cp312-win_arm64.whl", hash = "sha256:376bec83a63b8021bb5c8ea75e21c4ccb86e7e45ca4eb81146091b56599b80c3", size = 100390 }, + { url = "https://files.pythonhosted.org/packages/97/45/4b3a1239bbacd321068ea6e7ac28875b03ab8bc0aa0966452db17cd36714/charset_normalizer-3.4.4-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:e1f185f86a6f3403aa2420e815904c67b2f9ebc443f045edd0de921108345794", size = 208091 }, + { url = "https://files.pythonhosted.org/packages/7d/62/73a6d7450829655a35bb88a88fca7d736f9882a27eacdca2c6d505b57e2e/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b39f987ae8ccdf0d2642338faf2abb1862340facc796048b604ef14919e55ed", size = 147936 }, + { url = "https://files.pythonhosted.org/packages/89/c5/adb8c8b3d6625bef6d88b251bbb0d95f8205831b987631ab0c8bb5d937c2/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3162d5d8ce1bb98dd51af660f2121c55d0fa541b46dff7bb9b9f86ea1d87de72", size = 144180 }, + { url = "https://files.pythonhosted.org/packages/91/ed/9706e4070682d1cc219050b6048bfd293ccf67b3d4f5a4f39207453d4b99/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:81d5eb2a312700f4ecaa977a8235b634ce853200e828fbadf3a9c50bab278328", size = 161346 }, + { url = "https://files.pythonhosted.org/packages/d5/0d/031f0d95e4972901a2f6f09ef055751805ff541511dc1252ba3ca1f80cf5/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5bd2293095d766545ec1a8f612559f6b40abc0eb18bb2f5d1171872d34036ede", size = 158874 }, + { url = "https://files.pythonhosted.org/packages/f5/83/6ab5883f57c9c801ce5e5677242328aa45592be8a00644310a008d04f922/charset_normalizer-3.4.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a8a8b89589086a25749f471e6a900d3f662d1d3b6e2e59dcecf787b1cc3a1894", size = 153076 }, + { url = "https://files.pythonhosted.org/packages/75/1e/5ff781ddf5260e387d6419959ee89ef13878229732732ee73cdae01800f2/charset_normalizer-3.4.4-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc7637e2f80d8530ee4a78e878bce464f70087ce73cf7c1caf142416923b98f1", size = 150601 }, + { url = "https://files.pythonhosted.org/packages/d7/57/71be810965493d3510a6ca79b90c19e48696fb1ff964da319334b12677f0/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f8bf04158c6b607d747e93949aa60618b61312fe647a6369f88ce2ff16043490", size = 150376 }, + { url = "https://files.pythonhosted.org/packages/e5/d5/c3d057a78c181d007014feb7e9f2e65905a6c4ef182c0ddf0de2924edd65/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:554af85e960429cf30784dd47447d5125aaa3b99a6f0683589dbd27e2f45da44", size = 144825 }, + { url = "https://files.pythonhosted.org/packages/e6/8c/d0406294828d4976f275ffbe66f00266c4b3136b7506941d87c00cab5272/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:74018750915ee7ad843a774364e13a3db91682f26142baddf775342c3f5b1133", size = 162583 }, + { url = "https://files.pythonhosted.org/packages/d7/24/e2aa1f18c8f15c4c0e932d9287b8609dd30ad56dbe41d926bd846e22fb8d/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:c0463276121fdee9c49b98908b3a89c39be45d86d1dbaa22957e38f6321d4ce3", size = 150366 }, + { url = "https://files.pythonhosted.org/packages/e4/5b/1e6160c7739aad1e2df054300cc618b06bf784a7a164b0f238360721ab86/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:362d61fd13843997c1c446760ef36f240cf81d3ebf74ac62652aebaf7838561e", size = 160300 }, + { url = "https://files.pythonhosted.org/packages/7a/10/f882167cd207fbdd743e55534d5d9620e095089d176d55cb22d5322f2afd/charset_normalizer-3.4.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9a26f18905b8dd5d685d6d07b0cdf98a79f3c7a918906af7cc143ea2e164c8bc", size = 154465 }, + { url = "https://files.pythonhosted.org/packages/89/66/c7a9e1b7429be72123441bfdbaf2bc13faab3f90b933f664db506dea5915/charset_normalizer-3.4.4-cp313-cp313-win32.whl", hash = "sha256:9b35f4c90079ff2e2edc5b26c0c77925e5d2d255c42c74fdb70fb49b172726ac", size = 99404 }, + { url = "https://files.pythonhosted.org/packages/c4/26/b9924fa27db384bdcd97ab83b4f0a8058d96ad9626ead570674d5e737d90/charset_normalizer-3.4.4-cp313-cp313-win_amd64.whl", hash = "sha256:b435cba5f4f750aa6c0a0d92c541fb79f69a387c91e61f1795227e4ed9cece14", size = 107092 }, + { url = "https://files.pythonhosted.org/packages/af/8f/3ed4bfa0c0c72a7ca17f0380cd9e4dd842b09f664e780c13cff1dcf2ef1b/charset_normalizer-3.4.4-cp313-cp313-win_arm64.whl", hash = "sha256:542d2cee80be6f80247095cc36c418f7bddd14f4a6de45af91dfad36d817bba2", size = 100408 }, + { url = "https://files.pythonhosted.org/packages/2a/35/7051599bd493e62411d6ede36fd5af83a38f37c4767b92884df7301db25d/charset_normalizer-3.4.4-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:da3326d9e65ef63a817ecbcc0df6e94463713b754fe293eaa03da99befb9a5bd", size = 207746 }, + { url = "https://files.pythonhosted.org/packages/10/9a/97c8d48ef10d6cd4fcead2415523221624bf58bcf68a802721a6bc807c8f/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8af65f14dc14a79b924524b1e7fffe304517b2bff5a58bf64f30b98bbc5079eb", size = 147889 }, + { url = "https://files.pythonhosted.org/packages/10/bf/979224a919a1b606c82bd2c5fa49b5c6d5727aa47b4312bb27b1734f53cd/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:74664978bb272435107de04e36db5a9735e78232b85b77d45cfb38f758efd33e", size = 143641 }, + { url = "https://files.pythonhosted.org/packages/ba/33/0ad65587441fc730dc7bd90e9716b30b4702dc7b617e6ba4997dc8651495/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:752944c7ffbfdd10c074dc58ec2d5a8a4cd9493b314d367c14d24c17684ddd14", size = 160779 }, + { url = "https://files.pythonhosted.org/packages/67/ed/331d6b249259ee71ddea93f6f2f0a56cfebd46938bde6fcc6f7b9a3d0e09/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d1f13550535ad8cff21b8d757a3257963e951d96e20ec82ab44bc64aeb62a191", size = 159035 }, + { url = "https://files.pythonhosted.org/packages/67/ff/f6b948ca32e4f2a4576aa129d8bed61f2e0543bf9f5f2b7fc3758ed005c9/charset_normalizer-3.4.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ecaae4149d99b1c9e7b88bb03e3221956f68fd6d50be2ef061b2381b61d20838", size = 152542 }, + { url = "https://files.pythonhosted.org/packages/16/85/276033dcbcc369eb176594de22728541a925b2632f9716428c851b149e83/charset_normalizer-3.4.4-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:cb6254dc36b47a990e59e1068afacdcd02958bdcce30bb50cc1700a8b9d624a6", size = 149524 }, + { url = "https://files.pythonhosted.org/packages/9e/f2/6a2a1f722b6aba37050e626530a46a68f74e63683947a8acff92569f979a/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c8ae8a0f02f57a6e61203a31428fa1d677cbe50c93622b4149d5c0f319c1d19e", size = 150395 }, + { url = "https://files.pythonhosted.org/packages/60/bb/2186cb2f2bbaea6338cad15ce23a67f9b0672929744381e28b0592676824/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:47cc91b2f4dd2833fddaedd2893006b0106129d4b94fdb6af1f4ce5a9965577c", size = 143680 }, + { url = "https://files.pythonhosted.org/packages/7d/a5/bf6f13b772fbb2a90360eb620d52ed8f796f3c5caee8398c3b2eb7b1c60d/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:82004af6c302b5d3ab2cfc4cc5f29db16123b1a8417f2e25f9066f91d4411090", size = 162045 }, + { url = "https://files.pythonhosted.org/packages/df/c5/d1be898bf0dc3ef9030c3825e5d3b83f2c528d207d246cbabe245966808d/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:2b7d8f6c26245217bd2ad053761201e9f9680f8ce52f0fcd8d0755aeae5b2152", size = 149687 }, + { url = "https://files.pythonhosted.org/packages/a5/42/90c1f7b9341eef50c8a1cb3f098ac43b0508413f33affd762855f67a410e/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:799a7a5e4fb2d5898c60b640fd4981d6a25f1c11790935a44ce38c54e985f828", size = 160014 }, + { url = "https://files.pythonhosted.org/packages/76/be/4d3ee471e8145d12795ab655ece37baed0929462a86e72372fd25859047c/charset_normalizer-3.4.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:99ae2cffebb06e6c22bdc25801d7b30f503cc87dbd283479e7b606f70aff57ec", size = 154044 }, + { url = "https://files.pythonhosted.org/packages/b0/6f/8f7af07237c34a1defe7defc565a9bc1807762f672c0fde711a4b22bf9c0/charset_normalizer-3.4.4-cp314-cp314-win32.whl", hash = "sha256:f9d332f8c2a2fcbffe1378594431458ddbef721c1769d78e2cbc06280d8155f9", size = 99940 }, + { url = "https://files.pythonhosted.org/packages/4b/51/8ade005e5ca5b0d80fb4aff72a3775b325bdc3d27408c8113811a7cbe640/charset_normalizer-3.4.4-cp314-cp314-win_amd64.whl", hash = "sha256:8a6562c3700cce886c5be75ade4a5db4214fda19fede41d9792d100288d8f94c", size = 107104 }, + { url = "https://files.pythonhosted.org/packages/da/5f/6b8f83a55bb8278772c5ae54a577f3099025f9ade59d0136ac24a0df4bde/charset_normalizer-3.4.4-cp314-cp314-win_arm64.whl", hash = "sha256:de00632ca48df9daf77a2c65a484531649261ec9f25489917f09e455cb09ddb2", size = 100743 }, + { url = "https://files.pythonhosted.org/packages/0a/4c/925909008ed5a988ccbb72dcc897407e5d6d3bd72410d69e051fc0c14647/charset_normalizer-3.4.4-py3-none-any.whl", hash = "sha256:7a32c560861a02ff789ad905a2fe94e3f840803362c84fecf1851cb4cf3dc37f", size = 53402 }, ] [[package]] @@ -1206,18 +1210,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "colorama", marker = "sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/46/61/de6cd827efad202d7057d93e0fed9294b96952e188f7384832791c7b2254/click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4", size = 276943, upload-time = "2025-09-18T17:32:23.696Z" } +sdist = { url = "https://files.pythonhosted.org/packages/46/61/de6cd827efad202d7057d93e0fed9294b96952e188f7384832791c7b2254/click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4", size = 276943 } wheels = [ - { url = "https://files.pythonhosted.org/packages/db/d3/9dcc0f5797f070ec8edf30fbadfb200e71d9db6b84d211e3b2085a7589a0/click-8.3.0-py3-none-any.whl", hash = "sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc", size = 107295, upload-time = "2025-09-18T17:32:22.42Z" }, + { url = "https://files.pythonhosted.org/packages/db/d3/9dcc0f5797f070ec8edf30fbadfb200e71d9db6b84d211e3b2085a7589a0/click-8.3.0-py3-none-any.whl", hash = "sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc", size = 107295 }, ] [[package]] name = "colorama" version = "0.4.6" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697, upload-time = "2022-10-25T02:36:22.414Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d8/53/6f443c9a4a8358a93a6792e2acffb9d9d5cb0a5cfd8802644b7b1c9a02e4/colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44", size = 27697 } wheels = [ - { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" }, + { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335 }, ] [[package]] @@ -1232,64 +1236,64 @@ resolution-markers = [ dependencies = [ { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/66/54/eb9bfc647b19f2009dd5c7f5ec51c4e6ca831725f1aea7a993034f483147/contourpy-1.3.2.tar.gz", hash = "sha256:b6945942715a034c671b7fc54f9588126b0b8bf23db2696e3ca8328f3ff0ab54", size = 13466130, upload-time = "2025-04-15T17:47:53.79Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/12/a3/da4153ec8fe25d263aa48c1a4cbde7f49b59af86f0b6f7862788c60da737/contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934", size = 268551, upload-time = "2025-04-15T17:34:46.581Z" }, - { url = "https://files.pythonhosted.org/packages/2f/6c/330de89ae1087eb622bfca0177d32a7ece50c3ef07b28002de4757d9d875/contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989", size = 253399, upload-time = "2025-04-15T17:34:51.427Z" }, - { url = "https://files.pythonhosted.org/packages/c1/bd/20c6726b1b7f81a8bee5271bed5c165f0a8e1f572578a9d27e2ccb763cb2/contourpy-1.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9be002b31c558d1ddf1b9b415b162c603405414bacd6932d031c5b5a8b757f0d", size = 312061, upload-time = "2025-04-15T17:34:55.961Z" }, - { url = "https://files.pythonhosted.org/packages/22/fc/a9665c88f8a2473f823cf1ec601de9e5375050f1958cbb356cdf06ef1ab6/contourpy-1.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8d2e74acbcba3bfdb6d9d8384cdc4f9260cae86ed9beee8bd5f54fee49a430b9", size = 351956, upload-time = "2025-04-15T17:35:00.992Z" }, - { url = "https://files.pythonhosted.org/packages/25/eb/9f0a0238f305ad8fb7ef42481020d6e20cf15e46be99a1fcf939546a177e/contourpy-1.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e259bced5549ac64410162adc973c5e2fb77f04df4a439d00b478e57a0e65512", size = 320872, upload-time = "2025-04-15T17:35:06.177Z" }, - { url = "https://files.pythonhosted.org/packages/32/5c/1ee32d1c7956923202f00cf8d2a14a62ed7517bdc0ee1e55301227fc273c/contourpy-1.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad687a04bc802cbe8b9c399c07162a3c35e227e2daccf1668eb1f278cb698631", size = 325027, upload-time = "2025-04-15T17:35:11.244Z" }, - { url = "https://files.pythonhosted.org/packages/83/bf/9baed89785ba743ef329c2b07fd0611d12bfecbedbdd3eeecf929d8d3b52/contourpy-1.3.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cdd22595308f53ef2f891040ab2b93d79192513ffccbd7fe19be7aa773a5e09f", size = 1306641, upload-time = "2025-04-15T17:35:26.701Z" }, - { url = "https://files.pythonhosted.org/packages/d4/cc/74e5e83d1e35de2d28bd97033426b450bc4fd96e092a1f7a63dc7369b55d/contourpy-1.3.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b4f54d6a2defe9f257327b0f243612dd051cc43825587520b1bf74a31e2f6ef2", size = 1374075, upload-time = "2025-04-15T17:35:43.204Z" }, - { url = "https://files.pythonhosted.org/packages/0c/42/17f3b798fd5e033b46a16f8d9fcb39f1aba051307f5ebf441bad1ecf78f8/contourpy-1.3.2-cp310-cp310-win32.whl", hash = "sha256:f939a054192ddc596e031e50bb13b657ce318cf13d264f095ce9db7dc6ae81c0", size = 177534, upload-time = "2025-04-15T17:35:46.554Z" }, - { url = "https://files.pythonhosted.org/packages/54/ec/5162b8582f2c994721018d0c9ece9dc6ff769d298a8ac6b6a652c307e7df/contourpy-1.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:c440093bbc8fc21c637c03bafcbef95ccd963bc6e0514ad887932c18ca2a759a", size = 221188, upload-time = "2025-04-15T17:35:50.064Z" }, - { url = "https://files.pythonhosted.org/packages/b3/b9/ede788a0b56fc5b071639d06c33cb893f68b1178938f3425debebe2dab78/contourpy-1.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6a37a2fb93d4df3fc4c0e363ea4d16f83195fc09c891bc8ce072b9d084853445", size = 269636, upload-time = "2025-04-15T17:35:54.473Z" }, - { url = "https://files.pythonhosted.org/packages/e6/75/3469f011d64b8bbfa04f709bfc23e1dd71be54d05b1b083be9f5b22750d1/contourpy-1.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b7cd50c38f500bbcc9b6a46643a40e0913673f869315d8e70de0438817cb7773", size = 254636, upload-time = "2025-04-15T17:35:58.283Z" }, - { url = "https://files.pythonhosted.org/packages/8d/2f/95adb8dae08ce0ebca4fd8e7ad653159565d9739128b2d5977806656fcd2/contourpy-1.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6658ccc7251a4433eebd89ed2672c2ed96fba367fd25ca9512aa92a4b46c4f1", size = 313053, upload-time = "2025-04-15T17:36:03.235Z" }, - { url = "https://files.pythonhosted.org/packages/c3/a6/8ccf97a50f31adfa36917707fe39c9a0cbc24b3bbb58185577f119736cc9/contourpy-1.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:70771a461aaeb335df14deb6c97439973d253ae70660ca085eec25241137ef43", size = 352985, upload-time = "2025-04-15T17:36:08.275Z" }, - { url = "https://files.pythonhosted.org/packages/1d/b6/7925ab9b77386143f39d9c3243fdd101621b4532eb126743201160ffa7e6/contourpy-1.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65a887a6e8c4cd0897507d814b14c54a8c2e2aa4ac9f7686292f9769fcf9a6ab", size = 323750, upload-time = "2025-04-15T17:36:13.29Z" }, - { url = "https://files.pythonhosted.org/packages/c2/f3/20c5d1ef4f4748e52d60771b8560cf00b69d5c6368b5c2e9311bcfa2a08b/contourpy-1.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3859783aefa2b8355697f16642695a5b9792e7a46ab86da1118a4a23a51a33d7", size = 326246, upload-time = "2025-04-15T17:36:18.329Z" }, - { url = "https://files.pythonhosted.org/packages/8c/e5/9dae809e7e0b2d9d70c52b3d24cba134dd3dad979eb3e5e71f5df22ed1f5/contourpy-1.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:eab0f6db315fa4d70f1d8ab514e527f0366ec021ff853d7ed6a2d33605cf4b83", size = 1308728, upload-time = "2025-04-15T17:36:33.878Z" }, - { url = "https://files.pythonhosted.org/packages/e2/4a/0058ba34aeea35c0b442ae61a4f4d4ca84d6df8f91309bc2d43bb8dd248f/contourpy-1.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d91a3ccc7fea94ca0acab82ceb77f396d50a1f67412efe4c526f5d20264e6ecd", size = 1375762, upload-time = "2025-04-15T17:36:51.295Z" }, - { url = "https://files.pythonhosted.org/packages/09/33/7174bdfc8b7767ef2c08ed81244762d93d5c579336fc0b51ca57b33d1b80/contourpy-1.3.2-cp311-cp311-win32.whl", hash = "sha256:1c48188778d4d2f3d48e4643fb15d8608b1d01e4b4d6b0548d9b336c28fc9b6f", size = 178196, upload-time = "2025-04-15T17:36:55.002Z" }, - { url = "https://files.pythonhosted.org/packages/5e/fe/4029038b4e1c4485cef18e480b0e2cd2d755448bb071eb9977caac80b77b/contourpy-1.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:5ebac872ba09cb8f2131c46b8739a7ff71de28a24c869bcad554477eb089a878", size = 222017, upload-time = "2025-04-15T17:36:58.576Z" }, - { url = "https://files.pythonhosted.org/packages/34/f7/44785876384eff370c251d58fd65f6ad7f39adce4a093c934d4a67a7c6b6/contourpy-1.3.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4caf2bcd2969402bf77edc4cb6034c7dd7c0803213b3523f111eb7460a51b8d2", size = 271580, upload-time = "2025-04-15T17:37:03.105Z" }, - { url = "https://files.pythonhosted.org/packages/93/3b/0004767622a9826ea3d95f0e9d98cd8729015768075d61f9fea8eeca42a8/contourpy-1.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:82199cb78276249796419fe36b7386bd8d2cc3f28b3bc19fe2454fe2e26c4c15", size = 255530, upload-time = "2025-04-15T17:37:07.026Z" }, - { url = "https://files.pythonhosted.org/packages/e7/bb/7bd49e1f4fa805772d9fd130e0d375554ebc771ed7172f48dfcd4ca61549/contourpy-1.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:106fab697af11456fcba3e352ad50effe493a90f893fca6c2ca5c033820cea92", size = 307688, upload-time = "2025-04-15T17:37:11.481Z" }, - { url = "https://files.pythonhosted.org/packages/fc/97/e1d5dbbfa170725ef78357a9a0edc996b09ae4af170927ba8ce977e60a5f/contourpy-1.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d14f12932a8d620e307f715857107b1d1845cc44fdb5da2bc8e850f5ceba9f87", size = 347331, upload-time = "2025-04-15T17:37:18.212Z" }, - { url = "https://files.pythonhosted.org/packages/6f/66/e69e6e904f5ecf6901be3dd16e7e54d41b6ec6ae3405a535286d4418ffb4/contourpy-1.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:532fd26e715560721bb0d5fc7610fce279b3699b018600ab999d1be895b09415", size = 318963, upload-time = "2025-04-15T17:37:22.76Z" }, - { url = "https://files.pythonhosted.org/packages/a8/32/b8a1c8965e4f72482ff2d1ac2cd670ce0b542f203c8e1d34e7c3e6925da7/contourpy-1.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f26b383144cf2d2c29f01a1e8170f50dacf0eac02d64139dcd709a8ac4eb3cfe", size = 323681, upload-time = "2025-04-15T17:37:33.001Z" }, - { url = "https://files.pythonhosted.org/packages/30/c6/12a7e6811d08757c7162a541ca4c5c6a34c0f4e98ef2b338791093518e40/contourpy-1.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c49f73e61f1f774650a55d221803b101d966ca0c5a2d6d5e4320ec3997489441", size = 1308674, upload-time = "2025-04-15T17:37:48.64Z" }, - { url = "https://files.pythonhosted.org/packages/2a/8a/bebe5a3f68b484d3a2b8ffaf84704b3e343ef1addea528132ef148e22b3b/contourpy-1.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3d80b2c0300583228ac98d0a927a1ba6a2ba6b8a742463c564f1d419ee5b211e", size = 1380480, upload-time = "2025-04-15T17:38:06.7Z" }, - { url = "https://files.pythonhosted.org/packages/34/db/fcd325f19b5978fb509a7d55e06d99f5f856294c1991097534360b307cf1/contourpy-1.3.2-cp312-cp312-win32.whl", hash = "sha256:90df94c89a91b7362e1142cbee7568f86514412ab8a2c0d0fca72d7e91b62912", size = 178489, upload-time = "2025-04-15T17:38:10.338Z" }, - { url = "https://files.pythonhosted.org/packages/01/c8/fadd0b92ffa7b5eb5949bf340a63a4a496a6930a6c37a7ba0f12acb076d6/contourpy-1.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:8c942a01d9163e2e5cfb05cb66110121b8d07ad438a17f9e766317bcb62abf73", size = 223042, upload-time = "2025-04-15T17:38:14.239Z" }, - { url = "https://files.pythonhosted.org/packages/2e/61/5673f7e364b31e4e7ef6f61a4b5121c5f170f941895912f773d95270f3a2/contourpy-1.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:de39db2604ae755316cb5967728f4bea92685884b1e767b7c24e983ef5f771cb", size = 271630, upload-time = "2025-04-15T17:38:19.142Z" }, - { url = "https://files.pythonhosted.org/packages/ff/66/a40badddd1223822c95798c55292844b7e871e50f6bfd9f158cb25e0bd39/contourpy-1.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3f9e896f447c5c8618f1edb2bafa9a4030f22a575ec418ad70611450720b5b08", size = 255670, upload-time = "2025-04-15T17:38:23.688Z" }, - { url = "https://files.pythonhosted.org/packages/1e/c7/cf9fdee8200805c9bc3b148f49cb9482a4e3ea2719e772602a425c9b09f8/contourpy-1.3.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:71e2bd4a1c4188f5c2b8d274da78faab884b59df20df63c34f74aa1813c4427c", size = 306694, upload-time = "2025-04-15T17:38:28.238Z" }, - { url = "https://files.pythonhosted.org/packages/dd/e7/ccb9bec80e1ba121efbffad7f38021021cda5be87532ec16fd96533bb2e0/contourpy-1.3.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de425af81b6cea33101ae95ece1f696af39446db9682a0b56daaa48cfc29f38f", size = 345986, upload-time = "2025-04-15T17:38:33.502Z" }, - { url = "https://files.pythonhosted.org/packages/dc/49/ca13bb2da90391fa4219fdb23b078d6065ada886658ac7818e5441448b78/contourpy-1.3.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:977e98a0e0480d3fe292246417239d2d45435904afd6d7332d8455981c408b85", size = 318060, upload-time = "2025-04-15T17:38:38.672Z" }, - { url = "https://files.pythonhosted.org/packages/c8/65/5245ce8c548a8422236c13ffcdcdada6a2a812c361e9e0c70548bb40b661/contourpy-1.3.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:434f0adf84911c924519d2b08fc10491dd282b20bdd3fa8f60fd816ea0b48841", size = 322747, upload-time = "2025-04-15T17:38:43.712Z" }, - { url = "https://files.pythonhosted.org/packages/72/30/669b8eb48e0a01c660ead3752a25b44fdb2e5ebc13a55782f639170772f9/contourpy-1.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c66c4906cdbc50e9cba65978823e6e00b45682eb09adbb78c9775b74eb222422", size = 1308895, upload-time = "2025-04-15T17:39:00.224Z" }, - { url = "https://files.pythonhosted.org/packages/05/5a/b569f4250decee6e8d54498be7bdf29021a4c256e77fe8138c8319ef8eb3/contourpy-1.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8b7fc0cd78ba2f4695fd0a6ad81a19e7e3ab825c31b577f384aa9d7817dc3bef", size = 1379098, upload-time = "2025-04-15T17:43:29.649Z" }, - { url = "https://files.pythonhosted.org/packages/19/ba/b227c3886d120e60e41b28740ac3617b2f2b971b9f601c835661194579f1/contourpy-1.3.2-cp313-cp313-win32.whl", hash = "sha256:15ce6ab60957ca74cff444fe66d9045c1fd3e92c8936894ebd1f3eef2fff075f", size = 178535, upload-time = "2025-04-15T17:44:44.532Z" }, - { url = "https://files.pythonhosted.org/packages/12/6e/2fed56cd47ca739b43e892707ae9a13790a486a3173be063681ca67d2262/contourpy-1.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:e1578f7eafce927b168752ed7e22646dad6cd9bca673c60bff55889fa236ebf9", size = 223096, upload-time = "2025-04-15T17:44:48.194Z" }, - { url = "https://files.pythonhosted.org/packages/54/4c/e76fe2a03014a7c767d79ea35c86a747e9325537a8b7627e0e5b3ba266b4/contourpy-1.3.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0475b1f6604896bc7c53bb070e355e9321e1bc0d381735421a2d2068ec56531f", size = 285090, upload-time = "2025-04-15T17:43:34.084Z" }, - { url = "https://files.pythonhosted.org/packages/7b/e2/5aba47debd55d668e00baf9651b721e7733975dc9fc27264a62b0dd26eb8/contourpy-1.3.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:c85bb486e9be652314bb5b9e2e3b0d1b2e643d5eec4992c0fbe8ac71775da739", size = 268643, upload-time = "2025-04-15T17:43:38.626Z" }, - { url = "https://files.pythonhosted.org/packages/a1/37/cd45f1f051fe6230f751cc5cdd2728bb3a203f5619510ef11e732109593c/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:745b57db7758f3ffc05a10254edd3182a2a83402a89c00957a8e8a22f5582823", size = 310443, upload-time = "2025-04-15T17:43:44.522Z" }, - { url = "https://files.pythonhosted.org/packages/8b/a2/36ea6140c306c9ff6dd38e3bcec80b3b018474ef4d17eb68ceecd26675f4/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:970e9173dbd7eba9b4e01aab19215a48ee5dd3f43cef736eebde064a171f89a5", size = 349865, upload-time = "2025-04-15T17:43:49.545Z" }, - { url = "https://files.pythonhosted.org/packages/95/b7/2fc76bc539693180488f7b6cc518da7acbbb9e3b931fd9280504128bf956/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c6c4639a9c22230276b7bffb6a850dfc8258a2521305e1faefe804d006b2e532", size = 321162, upload-time = "2025-04-15T17:43:54.203Z" }, - { url = "https://files.pythonhosted.org/packages/f4/10/76d4f778458b0aa83f96e59d65ece72a060bacb20cfbee46cf6cd5ceba41/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc829960f34ba36aad4302e78eabf3ef16a3a100863f0d4eeddf30e8a485a03b", size = 327355, upload-time = "2025-04-15T17:44:01.025Z" }, - { url = "https://files.pythonhosted.org/packages/43/a3/10cf483ea683f9f8ab096c24bad3cce20e0d1dd9a4baa0e2093c1c962d9d/contourpy-1.3.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:d32530b534e986374fc19eaa77fcb87e8a99e5431499949b828312bdcd20ac52", size = 1307935, upload-time = "2025-04-15T17:44:17.322Z" }, - { url = "https://files.pythonhosted.org/packages/78/73/69dd9a024444489e22d86108e7b913f3528f56cfc312b5c5727a44188471/contourpy-1.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e298e7e70cf4eb179cc1077be1c725b5fd131ebc81181bf0c03525c8abc297fd", size = 1372168, upload-time = "2025-04-15T17:44:33.43Z" }, - { url = "https://files.pythonhosted.org/packages/0f/1b/96d586ccf1b1a9d2004dd519b25fbf104a11589abfd05484ff12199cca21/contourpy-1.3.2-cp313-cp313t-win32.whl", hash = "sha256:d0e589ae0d55204991450bb5c23f571c64fe43adaa53f93fc902a84c96f52fe1", size = 189550, upload-time = "2025-04-15T17:44:37.092Z" }, - { url = "https://files.pythonhosted.org/packages/b0/e6/6000d0094e8a5e32ad62591c8609e269febb6e4db83a1c75ff8868b42731/contourpy-1.3.2-cp313-cp313t-win_amd64.whl", hash = "sha256:78e9253c3de756b3f6a5174d024c4835acd59eb3f8e2ca13e775dbffe1558f69", size = 238214, upload-time = "2025-04-15T17:44:40.827Z" }, - { url = "https://files.pythonhosted.org/packages/33/05/b26e3c6ecc05f349ee0013f0bb850a761016d89cec528a98193a48c34033/contourpy-1.3.2-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:fd93cc7f3139b6dd7aab2f26a90dde0aa9fc264dbf70f6740d498a70b860b82c", size = 265681, upload-time = "2025-04-15T17:44:59.314Z" }, - { url = "https://files.pythonhosted.org/packages/2b/25/ac07d6ad12affa7d1ffed11b77417d0a6308170f44ff20fa1d5aa6333f03/contourpy-1.3.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:107ba8a6a7eec58bb475329e6d3b95deba9440667c4d62b9b6063942b61d7f16", size = 315101, upload-time = "2025-04-15T17:45:04.165Z" }, - { url = "https://files.pythonhosted.org/packages/8f/4d/5bb3192bbe9d3f27e3061a6a8e7733c9120e203cb8515767d30973f71030/contourpy-1.3.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:ded1706ed0c1049224531b81128efbd5084598f18d8a2d9efae833edbd2b40ad", size = 220599, upload-time = "2025-04-15T17:45:08.456Z" }, - { url = "https://files.pythonhosted.org/packages/ff/c0/91f1215d0d9f9f343e4773ba6c9b89e8c0cc7a64a6263f21139da639d848/contourpy-1.3.2-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5f5964cdad279256c084b69c3f412b7801e15356b16efa9d78aa974041903da0", size = 266807, upload-time = "2025-04-15T17:45:15.535Z" }, - { url = "https://files.pythonhosted.org/packages/d4/79/6be7e90c955c0487e7712660d6cead01fa17bff98e0ea275737cc2bc8e71/contourpy-1.3.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49b65a95d642d4efa8f64ba12558fcb83407e58a2dfba9d796d77b63ccfcaff5", size = 318729, upload-time = "2025-04-15T17:45:20.166Z" }, - { url = "https://files.pythonhosted.org/packages/87/68/7f46fb537958e87427d98a4074bcde4b67a70b04900cfc5ce29bc2f556c1/contourpy-1.3.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:8c5acb8dddb0752bf252e01a3035b21443158910ac16a3b0d20e7fed7d534ce5", size = 221791, upload-time = "2025-04-15T17:45:24.794Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/66/54/eb9bfc647b19f2009dd5c7f5ec51c4e6ca831725f1aea7a993034f483147/contourpy-1.3.2.tar.gz", hash = "sha256:b6945942715a034c671b7fc54f9588126b0b8bf23db2696e3ca8328f3ff0ab54", size = 13466130 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/12/a3/da4153ec8fe25d263aa48c1a4cbde7f49b59af86f0b6f7862788c60da737/contourpy-1.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ba38e3f9f330af820c4b27ceb4b9c7feee5fe0493ea53a8720f4792667465934", size = 268551 }, + { url = "https://files.pythonhosted.org/packages/2f/6c/330de89ae1087eb622bfca0177d32a7ece50c3ef07b28002de4757d9d875/contourpy-1.3.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc41ba0714aa2968d1f8674ec97504a8f7e334f48eeacebcaa6256213acb0989", size = 253399 }, + { url = "https://files.pythonhosted.org/packages/c1/bd/20c6726b1b7f81a8bee5271bed5c165f0a8e1f572578a9d27e2ccb763cb2/contourpy-1.3.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9be002b31c558d1ddf1b9b415b162c603405414bacd6932d031c5b5a8b757f0d", size = 312061 }, + { url = "https://files.pythonhosted.org/packages/22/fc/a9665c88f8a2473f823cf1ec601de9e5375050f1958cbb356cdf06ef1ab6/contourpy-1.3.2-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8d2e74acbcba3bfdb6d9d8384cdc4f9260cae86ed9beee8bd5f54fee49a430b9", size = 351956 }, + { url = "https://files.pythonhosted.org/packages/25/eb/9f0a0238f305ad8fb7ef42481020d6e20cf15e46be99a1fcf939546a177e/contourpy-1.3.2-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e259bced5549ac64410162adc973c5e2fb77f04df4a439d00b478e57a0e65512", size = 320872 }, + { url = "https://files.pythonhosted.org/packages/32/5c/1ee32d1c7956923202f00cf8d2a14a62ed7517bdc0ee1e55301227fc273c/contourpy-1.3.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ad687a04bc802cbe8b9c399c07162a3c35e227e2daccf1668eb1f278cb698631", size = 325027 }, + { url = "https://files.pythonhosted.org/packages/83/bf/9baed89785ba743ef329c2b07fd0611d12bfecbedbdd3eeecf929d8d3b52/contourpy-1.3.2-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:cdd22595308f53ef2f891040ab2b93d79192513ffccbd7fe19be7aa773a5e09f", size = 1306641 }, + { url = "https://files.pythonhosted.org/packages/d4/cc/74e5e83d1e35de2d28bd97033426b450bc4fd96e092a1f7a63dc7369b55d/contourpy-1.3.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b4f54d6a2defe9f257327b0f243612dd051cc43825587520b1bf74a31e2f6ef2", size = 1374075 }, + { url = "https://files.pythonhosted.org/packages/0c/42/17f3b798fd5e033b46a16f8d9fcb39f1aba051307f5ebf441bad1ecf78f8/contourpy-1.3.2-cp310-cp310-win32.whl", hash = "sha256:f939a054192ddc596e031e50bb13b657ce318cf13d264f095ce9db7dc6ae81c0", size = 177534 }, + { url = "https://files.pythonhosted.org/packages/54/ec/5162b8582f2c994721018d0c9ece9dc6ff769d298a8ac6b6a652c307e7df/contourpy-1.3.2-cp310-cp310-win_amd64.whl", hash = "sha256:c440093bbc8fc21c637c03bafcbef95ccd963bc6e0514ad887932c18ca2a759a", size = 221188 }, + { url = "https://files.pythonhosted.org/packages/b3/b9/ede788a0b56fc5b071639d06c33cb893f68b1178938f3425debebe2dab78/contourpy-1.3.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6a37a2fb93d4df3fc4c0e363ea4d16f83195fc09c891bc8ce072b9d084853445", size = 269636 }, + { url = "https://files.pythonhosted.org/packages/e6/75/3469f011d64b8bbfa04f709bfc23e1dd71be54d05b1b083be9f5b22750d1/contourpy-1.3.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b7cd50c38f500bbcc9b6a46643a40e0913673f869315d8e70de0438817cb7773", size = 254636 }, + { url = "https://files.pythonhosted.org/packages/8d/2f/95adb8dae08ce0ebca4fd8e7ad653159565d9739128b2d5977806656fcd2/contourpy-1.3.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d6658ccc7251a4433eebd89ed2672c2ed96fba367fd25ca9512aa92a4b46c4f1", size = 313053 }, + { url = "https://files.pythonhosted.org/packages/c3/a6/8ccf97a50f31adfa36917707fe39c9a0cbc24b3bbb58185577f119736cc9/contourpy-1.3.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:70771a461aaeb335df14deb6c97439973d253ae70660ca085eec25241137ef43", size = 352985 }, + { url = "https://files.pythonhosted.org/packages/1d/b6/7925ab9b77386143f39d9c3243fdd101621b4532eb126743201160ffa7e6/contourpy-1.3.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65a887a6e8c4cd0897507d814b14c54a8c2e2aa4ac9f7686292f9769fcf9a6ab", size = 323750 }, + { url = "https://files.pythonhosted.org/packages/c2/f3/20c5d1ef4f4748e52d60771b8560cf00b69d5c6368b5c2e9311bcfa2a08b/contourpy-1.3.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3859783aefa2b8355697f16642695a5b9792e7a46ab86da1118a4a23a51a33d7", size = 326246 }, + { url = "https://files.pythonhosted.org/packages/8c/e5/9dae809e7e0b2d9d70c52b3d24cba134dd3dad979eb3e5e71f5df22ed1f5/contourpy-1.3.2-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:eab0f6db315fa4d70f1d8ab514e527f0366ec021ff853d7ed6a2d33605cf4b83", size = 1308728 }, + { url = "https://files.pythonhosted.org/packages/e2/4a/0058ba34aeea35c0b442ae61a4f4d4ca84d6df8f91309bc2d43bb8dd248f/contourpy-1.3.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:d91a3ccc7fea94ca0acab82ceb77f396d50a1f67412efe4c526f5d20264e6ecd", size = 1375762 }, + { url = "https://files.pythonhosted.org/packages/09/33/7174bdfc8b7767ef2c08ed81244762d93d5c579336fc0b51ca57b33d1b80/contourpy-1.3.2-cp311-cp311-win32.whl", hash = "sha256:1c48188778d4d2f3d48e4643fb15d8608b1d01e4b4d6b0548d9b336c28fc9b6f", size = 178196 }, + { url = "https://files.pythonhosted.org/packages/5e/fe/4029038b4e1c4485cef18e480b0e2cd2d755448bb071eb9977caac80b77b/contourpy-1.3.2-cp311-cp311-win_amd64.whl", hash = "sha256:5ebac872ba09cb8f2131c46b8739a7ff71de28a24c869bcad554477eb089a878", size = 222017 }, + { url = "https://files.pythonhosted.org/packages/34/f7/44785876384eff370c251d58fd65f6ad7f39adce4a093c934d4a67a7c6b6/contourpy-1.3.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:4caf2bcd2969402bf77edc4cb6034c7dd7c0803213b3523f111eb7460a51b8d2", size = 271580 }, + { url = "https://files.pythonhosted.org/packages/93/3b/0004767622a9826ea3d95f0e9d98cd8729015768075d61f9fea8eeca42a8/contourpy-1.3.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:82199cb78276249796419fe36b7386bd8d2cc3f28b3bc19fe2454fe2e26c4c15", size = 255530 }, + { url = "https://files.pythonhosted.org/packages/e7/bb/7bd49e1f4fa805772d9fd130e0d375554ebc771ed7172f48dfcd4ca61549/contourpy-1.3.2-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:106fab697af11456fcba3e352ad50effe493a90f893fca6c2ca5c033820cea92", size = 307688 }, + { url = "https://files.pythonhosted.org/packages/fc/97/e1d5dbbfa170725ef78357a9a0edc996b09ae4af170927ba8ce977e60a5f/contourpy-1.3.2-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d14f12932a8d620e307f715857107b1d1845cc44fdb5da2bc8e850f5ceba9f87", size = 347331 }, + { url = "https://files.pythonhosted.org/packages/6f/66/e69e6e904f5ecf6901be3dd16e7e54d41b6ec6ae3405a535286d4418ffb4/contourpy-1.3.2-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:532fd26e715560721bb0d5fc7610fce279b3699b018600ab999d1be895b09415", size = 318963 }, + { url = "https://files.pythonhosted.org/packages/a8/32/b8a1c8965e4f72482ff2d1ac2cd670ce0b542f203c8e1d34e7c3e6925da7/contourpy-1.3.2-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f26b383144cf2d2c29f01a1e8170f50dacf0eac02d64139dcd709a8ac4eb3cfe", size = 323681 }, + { url = "https://files.pythonhosted.org/packages/30/c6/12a7e6811d08757c7162a541ca4c5c6a34c0f4e98ef2b338791093518e40/contourpy-1.3.2-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c49f73e61f1f774650a55d221803b101d966ca0c5a2d6d5e4320ec3997489441", size = 1308674 }, + { url = "https://files.pythonhosted.org/packages/2a/8a/bebe5a3f68b484d3a2b8ffaf84704b3e343ef1addea528132ef148e22b3b/contourpy-1.3.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3d80b2c0300583228ac98d0a927a1ba6a2ba6b8a742463c564f1d419ee5b211e", size = 1380480 }, + { url = "https://files.pythonhosted.org/packages/34/db/fcd325f19b5978fb509a7d55e06d99f5f856294c1991097534360b307cf1/contourpy-1.3.2-cp312-cp312-win32.whl", hash = "sha256:90df94c89a91b7362e1142cbee7568f86514412ab8a2c0d0fca72d7e91b62912", size = 178489 }, + { url = "https://files.pythonhosted.org/packages/01/c8/fadd0b92ffa7b5eb5949bf340a63a4a496a6930a6c37a7ba0f12acb076d6/contourpy-1.3.2-cp312-cp312-win_amd64.whl", hash = "sha256:8c942a01d9163e2e5cfb05cb66110121b8d07ad438a17f9e766317bcb62abf73", size = 223042 }, + { url = "https://files.pythonhosted.org/packages/2e/61/5673f7e364b31e4e7ef6f61a4b5121c5f170f941895912f773d95270f3a2/contourpy-1.3.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:de39db2604ae755316cb5967728f4bea92685884b1e767b7c24e983ef5f771cb", size = 271630 }, + { url = "https://files.pythonhosted.org/packages/ff/66/a40badddd1223822c95798c55292844b7e871e50f6bfd9f158cb25e0bd39/contourpy-1.3.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3f9e896f447c5c8618f1edb2bafa9a4030f22a575ec418ad70611450720b5b08", size = 255670 }, + { url = "https://files.pythonhosted.org/packages/1e/c7/cf9fdee8200805c9bc3b148f49cb9482a4e3ea2719e772602a425c9b09f8/contourpy-1.3.2-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:71e2bd4a1c4188f5c2b8d274da78faab884b59df20df63c34f74aa1813c4427c", size = 306694 }, + { url = "https://files.pythonhosted.org/packages/dd/e7/ccb9bec80e1ba121efbffad7f38021021cda5be87532ec16fd96533bb2e0/contourpy-1.3.2-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:de425af81b6cea33101ae95ece1f696af39446db9682a0b56daaa48cfc29f38f", size = 345986 }, + { url = "https://files.pythonhosted.org/packages/dc/49/ca13bb2da90391fa4219fdb23b078d6065ada886658ac7818e5441448b78/contourpy-1.3.2-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:977e98a0e0480d3fe292246417239d2d45435904afd6d7332d8455981c408b85", size = 318060 }, + { url = "https://files.pythonhosted.org/packages/c8/65/5245ce8c548a8422236c13ffcdcdada6a2a812c361e9e0c70548bb40b661/contourpy-1.3.2-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:434f0adf84911c924519d2b08fc10491dd282b20bdd3fa8f60fd816ea0b48841", size = 322747 }, + { url = "https://files.pythonhosted.org/packages/72/30/669b8eb48e0a01c660ead3752a25b44fdb2e5ebc13a55782f639170772f9/contourpy-1.3.2-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c66c4906cdbc50e9cba65978823e6e00b45682eb09adbb78c9775b74eb222422", size = 1308895 }, + { url = "https://files.pythonhosted.org/packages/05/5a/b569f4250decee6e8d54498be7bdf29021a4c256e77fe8138c8319ef8eb3/contourpy-1.3.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8b7fc0cd78ba2f4695fd0a6ad81a19e7e3ab825c31b577f384aa9d7817dc3bef", size = 1379098 }, + { url = "https://files.pythonhosted.org/packages/19/ba/b227c3886d120e60e41b28740ac3617b2f2b971b9f601c835661194579f1/contourpy-1.3.2-cp313-cp313-win32.whl", hash = "sha256:15ce6ab60957ca74cff444fe66d9045c1fd3e92c8936894ebd1f3eef2fff075f", size = 178535 }, + { url = "https://files.pythonhosted.org/packages/12/6e/2fed56cd47ca739b43e892707ae9a13790a486a3173be063681ca67d2262/contourpy-1.3.2-cp313-cp313-win_amd64.whl", hash = "sha256:e1578f7eafce927b168752ed7e22646dad6cd9bca673c60bff55889fa236ebf9", size = 223096 }, + { url = "https://files.pythonhosted.org/packages/54/4c/e76fe2a03014a7c767d79ea35c86a747e9325537a8b7627e0e5b3ba266b4/contourpy-1.3.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0475b1f6604896bc7c53bb070e355e9321e1bc0d381735421a2d2068ec56531f", size = 285090 }, + { url = "https://files.pythonhosted.org/packages/7b/e2/5aba47debd55d668e00baf9651b721e7733975dc9fc27264a62b0dd26eb8/contourpy-1.3.2-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:c85bb486e9be652314bb5b9e2e3b0d1b2e643d5eec4992c0fbe8ac71775da739", size = 268643 }, + { url = "https://files.pythonhosted.org/packages/a1/37/cd45f1f051fe6230f751cc5cdd2728bb3a203f5619510ef11e732109593c/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:745b57db7758f3ffc05a10254edd3182a2a83402a89c00957a8e8a22f5582823", size = 310443 }, + { url = "https://files.pythonhosted.org/packages/8b/a2/36ea6140c306c9ff6dd38e3bcec80b3b018474ef4d17eb68ceecd26675f4/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:970e9173dbd7eba9b4e01aab19215a48ee5dd3f43cef736eebde064a171f89a5", size = 349865 }, + { url = "https://files.pythonhosted.org/packages/95/b7/2fc76bc539693180488f7b6cc518da7acbbb9e3b931fd9280504128bf956/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c6c4639a9c22230276b7bffb6a850dfc8258a2521305e1faefe804d006b2e532", size = 321162 }, + { url = "https://files.pythonhosted.org/packages/f4/10/76d4f778458b0aa83f96e59d65ece72a060bacb20cfbee46cf6cd5ceba41/contourpy-1.3.2-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cc829960f34ba36aad4302e78eabf3ef16a3a100863f0d4eeddf30e8a485a03b", size = 327355 }, + { url = "https://files.pythonhosted.org/packages/43/a3/10cf483ea683f9f8ab096c24bad3cce20e0d1dd9a4baa0e2093c1c962d9d/contourpy-1.3.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:d32530b534e986374fc19eaa77fcb87e8a99e5431499949b828312bdcd20ac52", size = 1307935 }, + { url = "https://files.pythonhosted.org/packages/78/73/69dd9a024444489e22d86108e7b913f3528f56cfc312b5c5727a44188471/contourpy-1.3.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e298e7e70cf4eb179cc1077be1c725b5fd131ebc81181bf0c03525c8abc297fd", size = 1372168 }, + { url = "https://files.pythonhosted.org/packages/0f/1b/96d586ccf1b1a9d2004dd519b25fbf104a11589abfd05484ff12199cca21/contourpy-1.3.2-cp313-cp313t-win32.whl", hash = "sha256:d0e589ae0d55204991450bb5c23f571c64fe43adaa53f93fc902a84c96f52fe1", size = 189550 }, + { url = "https://files.pythonhosted.org/packages/b0/e6/6000d0094e8a5e32ad62591c8609e269febb6e4db83a1c75ff8868b42731/contourpy-1.3.2-cp313-cp313t-win_amd64.whl", hash = "sha256:78e9253c3de756b3f6a5174d024c4835acd59eb3f8e2ca13e775dbffe1558f69", size = 238214 }, + { url = "https://files.pythonhosted.org/packages/33/05/b26e3c6ecc05f349ee0013f0bb850a761016d89cec528a98193a48c34033/contourpy-1.3.2-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:fd93cc7f3139b6dd7aab2f26a90dde0aa9fc264dbf70f6740d498a70b860b82c", size = 265681 }, + { url = "https://files.pythonhosted.org/packages/2b/25/ac07d6ad12affa7d1ffed11b77417d0a6308170f44ff20fa1d5aa6333f03/contourpy-1.3.2-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:107ba8a6a7eec58bb475329e6d3b95deba9440667c4d62b9b6063942b61d7f16", size = 315101 }, + { url = "https://files.pythonhosted.org/packages/8f/4d/5bb3192bbe9d3f27e3061a6a8e7733c9120e203cb8515767d30973f71030/contourpy-1.3.2-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:ded1706ed0c1049224531b81128efbd5084598f18d8a2d9efae833edbd2b40ad", size = 220599 }, + { url = "https://files.pythonhosted.org/packages/ff/c0/91f1215d0d9f9f343e4773ba6c9b89e8c0cc7a64a6263f21139da639d848/contourpy-1.3.2-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5f5964cdad279256c084b69c3f412b7801e15356b16efa9d78aa974041903da0", size = 266807 }, + { url = "https://files.pythonhosted.org/packages/d4/79/6be7e90c955c0487e7712660d6cead01fa17bff98e0ea275737cc2bc8e71/contourpy-1.3.2-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49b65a95d642d4efa8f64ba12558fcb83407e58a2dfba9d796d77b63ccfcaff5", size = 318729 }, + { url = "https://files.pythonhosted.org/packages/87/68/7f46fb537958e87427d98a4074bcde4b67a70b04900cfc5ce29bc2f556c1/contourpy-1.3.2-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:8c5acb8dddb0752bf252e01a3035b21443158910ac16a3b0d20e7fed7d534ce5", size = 221791 }, ] [[package]] @@ -1316,178 +1320,178 @@ resolution-markers = [ dependencies = [ { name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/58/01/1253e6698a07380cd31a736d248a3f2a50a7c88779a1813da27503cadc2a/contourpy-1.3.3.tar.gz", hash = "sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880", size = 13466174, upload-time = "2025-07-26T12:03:12.549Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/91/2e/c4390a31919d8a78b90e8ecf87cd4b4c4f05a5b48d05ec17db8e5404c6f4/contourpy-1.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1", size = 288773, upload-time = "2025-07-26T12:01:02.277Z" }, - { url = "https://files.pythonhosted.org/packages/0d/44/c4b0b6095fef4dc9c420e041799591e3b63e9619e3044f7f4f6c21c0ab24/contourpy-1.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381", size = 270149, upload-time = "2025-07-26T12:01:04.072Z" }, - { url = "https://files.pythonhosted.org/packages/30/2e/dd4ced42fefac8470661d7cb7e264808425e6c5d56d175291e93890cce09/contourpy-1.3.3-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7", size = 329222, upload-time = "2025-07-26T12:01:05.688Z" }, - { url = "https://files.pythonhosted.org/packages/f2/74/cc6ec2548e3d276c71389ea4802a774b7aa3558223b7bade3f25787fafc2/contourpy-1.3.3-cp311-cp311-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1", size = 377234, upload-time = "2025-07-26T12:01:07.054Z" }, - { url = "https://files.pythonhosted.org/packages/03/b3/64ef723029f917410f75c09da54254c5f9ea90ef89b143ccadb09df14c15/contourpy-1.3.3-cp311-cp311-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a", size = 380555, upload-time = "2025-07-26T12:01:08.801Z" }, - { url = "https://files.pythonhosted.org/packages/5f/4b/6157f24ca425b89fe2eb7e7be642375711ab671135be21e6faa100f7448c/contourpy-1.3.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db", size = 355238, upload-time = "2025-07-26T12:01:10.319Z" }, - { url = "https://files.pythonhosted.org/packages/98/56/f914f0dd678480708a04cfd2206e7c382533249bc5001eb9f58aa693e200/contourpy-1.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620", size = 1326218, upload-time = "2025-07-26T12:01:12.659Z" }, - { url = "https://files.pythonhosted.org/packages/fb/d7/4a972334a0c971acd5172389671113ae82aa7527073980c38d5868ff1161/contourpy-1.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f", size = 1392867, upload-time = "2025-07-26T12:01:15.533Z" }, - { url = "https://files.pythonhosted.org/packages/75/3e/f2cc6cd56dc8cff46b1a56232eabc6feea52720083ea71ab15523daab796/contourpy-1.3.3-cp311-cp311-win32.whl", hash = "sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff", size = 183677, upload-time = "2025-07-26T12:01:17.088Z" }, - { url = "https://files.pythonhosted.org/packages/98/4b/9bd370b004b5c9d8045c6c33cf65bae018b27aca550a3f657cdc99acdbd8/contourpy-1.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42", size = 225234, upload-time = "2025-07-26T12:01:18.256Z" }, - { url = "https://files.pythonhosted.org/packages/d9/b6/71771e02c2e004450c12b1120a5f488cad2e4d5b590b1af8bad060360fe4/contourpy-1.3.3-cp311-cp311-win_arm64.whl", hash = "sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470", size = 193123, upload-time = "2025-07-26T12:01:19.848Z" }, - { url = "https://files.pythonhosted.org/packages/be/45/adfee365d9ea3d853550b2e735f9d66366701c65db7855cd07621732ccfc/contourpy-1.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb", size = 293419, upload-time = "2025-07-26T12:01:21.16Z" }, - { url = "https://files.pythonhosted.org/packages/53/3e/405b59cfa13021a56bba395a6b3aca8cec012b45bf177b0eaf7a202cde2c/contourpy-1.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6", size = 273979, upload-time = "2025-07-26T12:01:22.448Z" }, - { url = "https://files.pythonhosted.org/packages/d4/1c/a12359b9b2ca3a845e8f7f9ac08bdf776114eb931392fcad91743e2ea17b/contourpy-1.3.3-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7", size = 332653, upload-time = "2025-07-26T12:01:24.155Z" }, - { url = "https://files.pythonhosted.org/packages/63/12/897aeebfb475b7748ea67b61e045accdfcf0d971f8a588b67108ed7f5512/contourpy-1.3.3-cp312-cp312-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8", size = 379536, upload-time = "2025-07-26T12:01:25.91Z" }, - { url = "https://files.pythonhosted.org/packages/43/8a/a8c584b82deb248930ce069e71576fc09bd7174bbd35183b7943fb1064fd/contourpy-1.3.3-cp312-cp312-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea", size = 384397, upload-time = "2025-07-26T12:01:27.152Z" }, - { url = "https://files.pythonhosted.org/packages/cc/8f/ec6289987824b29529d0dfda0d74a07cec60e54b9c92f3c9da4c0ac732de/contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1", size = 362601, upload-time = "2025-07-26T12:01:28.808Z" }, - { url = "https://files.pythonhosted.org/packages/05/0a/a3fe3be3ee2dceb3e615ebb4df97ae6f3828aa915d3e10549ce016302bd1/contourpy-1.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7", size = 1331288, upload-time = "2025-07-26T12:01:31.198Z" }, - { url = "https://files.pythonhosted.org/packages/33/1d/acad9bd4e97f13f3e2b18a3977fe1b4a37ecf3d38d815333980c6c72e963/contourpy-1.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411", size = 1403386, upload-time = "2025-07-26T12:01:33.947Z" }, - { url = "https://files.pythonhosted.org/packages/cf/8f/5847f44a7fddf859704217a99a23a4f6417b10e5ab1256a179264561540e/contourpy-1.3.3-cp312-cp312-win32.whl", hash = "sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69", size = 185018, upload-time = "2025-07-26T12:01:35.64Z" }, - { url = "https://files.pythonhosted.org/packages/19/e8/6026ed58a64563186a9ee3f29f41261fd1828f527dd93d33b60feca63352/contourpy-1.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b", size = 226567, upload-time = "2025-07-26T12:01:36.804Z" }, - { url = "https://files.pythonhosted.org/packages/d1/e2/f05240d2c39a1ed228d8328a78b6f44cd695f7ef47beb3e684cf93604f86/contourpy-1.3.3-cp312-cp312-win_arm64.whl", hash = "sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc", size = 193655, upload-time = "2025-07-26T12:01:37.999Z" }, - { url = "https://files.pythonhosted.org/packages/68/35/0167aad910bbdb9599272bd96d01a9ec6852f36b9455cf2ca67bd4cc2d23/contourpy-1.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5", size = 293257, upload-time = "2025-07-26T12:01:39.367Z" }, - { url = "https://files.pythonhosted.org/packages/96/e4/7adcd9c8362745b2210728f209bfbcf7d91ba868a2c5f40d8b58f54c509b/contourpy-1.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1", size = 274034, upload-time = "2025-07-26T12:01:40.645Z" }, - { url = "https://files.pythonhosted.org/packages/73/23/90e31ceeed1de63058a02cb04b12f2de4b40e3bef5e082a7c18d9c8ae281/contourpy-1.3.3-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286", size = 334672, upload-time = "2025-07-26T12:01:41.942Z" }, - { url = "https://files.pythonhosted.org/packages/ed/93/b43d8acbe67392e659e1d984700e79eb67e2acb2bd7f62012b583a7f1b55/contourpy-1.3.3-cp313-cp313-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5", size = 381234, upload-time = "2025-07-26T12:01:43.499Z" }, - { url = "https://files.pythonhosted.org/packages/46/3b/bec82a3ea06f66711520f75a40c8fc0b113b2a75edb36aa633eb11c4f50f/contourpy-1.3.3-cp313-cp313-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67", size = 385169, upload-time = "2025-07-26T12:01:45.219Z" }, - { url = "https://files.pythonhosted.org/packages/4b/32/e0f13a1c5b0f8572d0ec6ae2f6c677b7991fafd95da523159c19eff0696a/contourpy-1.3.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9", size = 362859, upload-time = "2025-07-26T12:01:46.519Z" }, - { url = "https://files.pythonhosted.org/packages/33/71/e2a7945b7de4e58af42d708a219f3b2f4cff7386e6b6ab0a0fa0033c49a9/contourpy-1.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659", size = 1332062, upload-time = "2025-07-26T12:01:48.964Z" }, - { url = "https://files.pythonhosted.org/packages/12/fc/4e87ac754220ccc0e807284f88e943d6d43b43843614f0a8afa469801db0/contourpy-1.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7", size = 1403932, upload-time = "2025-07-26T12:01:51.979Z" }, - { url = "https://files.pythonhosted.org/packages/a6/2e/adc197a37443f934594112222ac1aa7dc9a98faf9c3842884df9a9d8751d/contourpy-1.3.3-cp313-cp313-win32.whl", hash = "sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d", size = 185024, upload-time = "2025-07-26T12:01:53.245Z" }, - { url = "https://files.pythonhosted.org/packages/18/0b/0098c214843213759692cc638fce7de5c289200a830e5035d1791d7a2338/contourpy-1.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263", size = 226578, upload-time = "2025-07-26T12:01:54.422Z" }, - { url = "https://files.pythonhosted.org/packages/8a/9a/2f6024a0c5995243cd63afdeb3651c984f0d2bc727fd98066d40e141ad73/contourpy-1.3.3-cp313-cp313-win_arm64.whl", hash = "sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9", size = 193524, upload-time = "2025-07-26T12:01:55.73Z" }, - { url = "https://files.pythonhosted.org/packages/c0/b3/f8a1a86bd3298513f500e5b1f5fd92b69896449f6cab6a146a5d52715479/contourpy-1.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d", size = 306730, upload-time = "2025-07-26T12:01:57.051Z" }, - { url = "https://files.pythonhosted.org/packages/3f/11/4780db94ae62fc0c2053909b65dc3246bd7cecfc4f8a20d957ad43aa4ad8/contourpy-1.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216", size = 287897, upload-time = "2025-07-26T12:01:58.663Z" }, - { url = "https://files.pythonhosted.org/packages/ae/15/e59f5f3ffdd6f3d4daa3e47114c53daabcb18574a26c21f03dc9e4e42ff0/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae", size = 326751, upload-time = "2025-07-26T12:02:00.343Z" }, - { url = "https://files.pythonhosted.org/packages/0f/81/03b45cfad088e4770b1dcf72ea78d3802d04200009fb364d18a493857210/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20", size = 375486, upload-time = "2025-07-26T12:02:02.128Z" }, - { url = "https://files.pythonhosted.org/packages/0c/ba/49923366492ffbdd4486e970d421b289a670ae8cf539c1ea9a09822b371a/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99", size = 388106, upload-time = "2025-07-26T12:02:03.615Z" }, - { url = "https://files.pythonhosted.org/packages/9f/52/5b00ea89525f8f143651f9f03a0df371d3cbd2fccd21ca9b768c7a6500c2/contourpy-1.3.3-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b", size = 352548, upload-time = "2025-07-26T12:02:05.165Z" }, - { url = "https://files.pythonhosted.org/packages/32/1d/a209ec1a3a3452d490f6b14dd92e72280c99ae3d1e73da74f8277d4ee08f/contourpy-1.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a", size = 1322297, upload-time = "2025-07-26T12:02:07.379Z" }, - { url = "https://files.pythonhosted.org/packages/bc/9e/46f0e8ebdd884ca0e8877e46a3f4e633f6c9c8c4f3f6e72be3fe075994aa/contourpy-1.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e", size = 1391023, upload-time = "2025-07-26T12:02:10.171Z" }, - { url = "https://files.pythonhosted.org/packages/b9/70/f308384a3ae9cd2209e0849f33c913f658d3326900d0ff5d378d6a1422d2/contourpy-1.3.3-cp313-cp313t-win32.whl", hash = "sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3", size = 196157, upload-time = "2025-07-26T12:02:11.488Z" }, - { url = "https://files.pythonhosted.org/packages/b2/dd/880f890a6663b84d9e34a6f88cded89d78f0091e0045a284427cb6b18521/contourpy-1.3.3-cp313-cp313t-win_amd64.whl", hash = "sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8", size = 240570, upload-time = "2025-07-26T12:02:12.754Z" }, - { url = "https://files.pythonhosted.org/packages/80/99/2adc7d8ffead633234817ef8e9a87115c8a11927a94478f6bb3d3f4d4f7d/contourpy-1.3.3-cp313-cp313t-win_arm64.whl", hash = "sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301", size = 199713, upload-time = "2025-07-26T12:02:14.4Z" }, - { url = "https://files.pythonhosted.org/packages/72/8b/4546f3ab60f78c514ffb7d01a0bd743f90de36f0019d1be84d0a708a580a/contourpy-1.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a", size = 292189, upload-time = "2025-07-26T12:02:16.095Z" }, - { url = "https://files.pythonhosted.org/packages/fd/e1/3542a9cb596cadd76fcef413f19c79216e002623158befe6daa03dbfa88c/contourpy-1.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77", size = 273251, upload-time = "2025-07-26T12:02:17.524Z" }, - { url = "https://files.pythonhosted.org/packages/b1/71/f93e1e9471d189f79d0ce2497007731c1e6bf9ef6d1d61b911430c3db4e5/contourpy-1.3.3-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5", size = 335810, upload-time = "2025-07-26T12:02:18.9Z" }, - { url = "https://files.pythonhosted.org/packages/91/f9/e35f4c1c93f9275d4e38681a80506b5510e9327350c51f8d4a5a724d178c/contourpy-1.3.3-cp314-cp314-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4", size = 382871, upload-time = "2025-07-26T12:02:20.418Z" }, - { url = "https://files.pythonhosted.org/packages/b5/71/47b512f936f66a0a900d81c396a7e60d73419868fba959c61efed7a8ab46/contourpy-1.3.3-cp314-cp314-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36", size = 386264, upload-time = "2025-07-26T12:02:21.916Z" }, - { url = "https://files.pythonhosted.org/packages/04/5f/9ff93450ba96b09c7c2b3f81c94de31c89f92292f1380261bd7195bea4ea/contourpy-1.3.3-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3", size = 363819, upload-time = "2025-07-26T12:02:23.759Z" }, - { url = "https://files.pythonhosted.org/packages/3e/a6/0b185d4cc480ee494945cde102cb0149ae830b5fa17bf855b95f2e70ad13/contourpy-1.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b", size = 1333650, upload-time = "2025-07-26T12:02:26.181Z" }, - { url = "https://files.pythonhosted.org/packages/43/d7/afdc95580ca56f30fbcd3060250f66cedbde69b4547028863abd8aa3b47e/contourpy-1.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36", size = 1404833, upload-time = "2025-07-26T12:02:28.782Z" }, - { url = "https://files.pythonhosted.org/packages/e2/e2/366af18a6d386f41132a48f033cbd2102e9b0cf6345d35ff0826cd984566/contourpy-1.3.3-cp314-cp314-win32.whl", hash = "sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d", size = 189692, upload-time = "2025-07-26T12:02:30.128Z" }, - { url = "https://files.pythonhosted.org/packages/7d/c2/57f54b03d0f22d4044b8afb9ca0e184f8b1afd57b4f735c2fa70883dc601/contourpy-1.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd", size = 232424, upload-time = "2025-07-26T12:02:31.395Z" }, - { url = "https://files.pythonhosted.org/packages/18/79/a9416650df9b525737ab521aa181ccc42d56016d2123ddcb7b58e926a42c/contourpy-1.3.3-cp314-cp314-win_arm64.whl", hash = "sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339", size = 198300, upload-time = "2025-07-26T12:02:32.956Z" }, - { url = "https://files.pythonhosted.org/packages/1f/42/38c159a7d0f2b7b9c04c64ab317042bb6952b713ba875c1681529a2932fe/contourpy-1.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772", size = 306769, upload-time = "2025-07-26T12:02:34.2Z" }, - { url = "https://files.pythonhosted.org/packages/c3/6c/26a8205f24bca10974e77460de68d3d7c63e282e23782f1239f226fcae6f/contourpy-1.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77", size = 287892, upload-time = "2025-07-26T12:02:35.807Z" }, - { url = "https://files.pythonhosted.org/packages/66/06/8a475c8ab718ebfd7925661747dbb3c3ee9c82ac834ccb3570be49d129f4/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13", size = 326748, upload-time = "2025-07-26T12:02:37.193Z" }, - { url = "https://files.pythonhosted.org/packages/b4/a3/c5ca9f010a44c223f098fccd8b158bb1cb287378a31ac141f04730dc49be/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe", size = 375554, upload-time = "2025-07-26T12:02:38.894Z" }, - { url = "https://files.pythonhosted.org/packages/80/5b/68bd33ae63fac658a4145088c1e894405e07584a316738710b636c6d0333/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f", size = 388118, upload-time = "2025-07-26T12:02:40.642Z" }, - { url = "https://files.pythonhosted.org/packages/40/52/4c285a6435940ae25d7410a6c36bda5145839bc3f0beb20c707cda18b9d2/contourpy-1.3.3-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0", size = 352555, upload-time = "2025-07-26T12:02:42.25Z" }, - { url = "https://files.pythonhosted.org/packages/24/ee/3e81e1dd174f5c7fefe50e85d0892de05ca4e26ef1c9a59c2a57e43b865a/contourpy-1.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4", size = 1322295, upload-time = "2025-07-26T12:02:44.668Z" }, - { url = "https://files.pythonhosted.org/packages/3c/b2/6d913d4d04e14379de429057cd169e5e00f6c2af3bb13e1710bcbdb5da12/contourpy-1.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f", size = 1391027, upload-time = "2025-07-26T12:02:47.09Z" }, - { url = "https://files.pythonhosted.org/packages/93/8a/68a4ec5c55a2971213d29a9374913f7e9f18581945a7a31d1a39b5d2dfe5/contourpy-1.3.3-cp314-cp314t-win32.whl", hash = "sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae", size = 202428, upload-time = "2025-07-26T12:02:48.691Z" }, - { url = "https://files.pythonhosted.org/packages/fa/96/fd9f641ffedc4fa3ace923af73b9d07e869496c9cc7a459103e6e978992f/contourpy-1.3.3-cp314-cp314t-win_amd64.whl", hash = "sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc", size = 250331, upload-time = "2025-07-26T12:02:50.137Z" }, - { url = "https://files.pythonhosted.org/packages/ae/8c/469afb6465b853afff216f9528ffda78a915ff880ed58813ba4faf4ba0b6/contourpy-1.3.3-cp314-cp314t-win_arm64.whl", hash = "sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b", size = 203831, upload-time = "2025-07-26T12:02:51.449Z" }, - { url = "https://files.pythonhosted.org/packages/a5/29/8dcfe16f0107943fa92388c23f6e05cff0ba58058c4c95b00280d4c75a14/contourpy-1.3.3-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497", size = 278809, upload-time = "2025-07-26T12:02:52.74Z" }, - { url = "https://files.pythonhosted.org/packages/85/a9/8b37ef4f7dafeb335daee3c8254645ef5725be4d9c6aa70b50ec46ef2f7e/contourpy-1.3.3-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8", size = 261593, upload-time = "2025-07-26T12:02:54.037Z" }, - { url = "https://files.pythonhosted.org/packages/0a/59/ebfb8c677c75605cc27f7122c90313fd2f375ff3c8d19a1694bda74aaa63/contourpy-1.3.3-pp311-pypy311_pp73-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e", size = 302202, upload-time = "2025-07-26T12:02:55.947Z" }, - { url = "https://files.pythonhosted.org/packages/3c/37/21972a15834d90bfbfb009b9d004779bd5a07a0ec0234e5ba8f64d5736f4/contourpy-1.3.3-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989", size = 329207, upload-time = "2025-07-26T12:02:57.468Z" }, - { url = "https://files.pythonhosted.org/packages/0c/58/bd257695f39d05594ca4ad60df5bcb7e32247f9951fd09a9b8edb82d1daa/contourpy-1.3.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77", size = 225315, upload-time = "2025-07-26T12:02:58.801Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/58/01/1253e6698a07380cd31a736d248a3f2a50a7c88779a1813da27503cadc2a/contourpy-1.3.3.tar.gz", hash = "sha256:083e12155b210502d0bca491432bb04d56dc3432f95a979b429f2848c3dbe880", size = 13466174 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/91/2e/c4390a31919d8a78b90e8ecf87cd4b4c4f05a5b48d05ec17db8e5404c6f4/contourpy-1.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:709a48ef9a690e1343202916450bc48b9e51c049b089c7f79a267b46cffcdaa1", size = 288773 }, + { url = "https://files.pythonhosted.org/packages/0d/44/c4b0b6095fef4dc9c420e041799591e3b63e9619e3044f7f4f6c21c0ab24/contourpy-1.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:23416f38bfd74d5d28ab8429cc4d63fa67d5068bd711a85edb1c3fb0c3e2f381", size = 270149 }, + { url = "https://files.pythonhosted.org/packages/30/2e/dd4ced42fefac8470661d7cb7e264808425e6c5d56d175291e93890cce09/contourpy-1.3.3-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:929ddf8c4c7f348e4c0a5a3a714b5c8542ffaa8c22954862a46ca1813b667ee7", size = 329222 }, + { url = "https://files.pythonhosted.org/packages/f2/74/cc6ec2548e3d276c71389ea4802a774b7aa3558223b7bade3f25787fafc2/contourpy-1.3.3-cp311-cp311-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9e999574eddae35f1312c2b4b717b7885d4edd6cb46700e04f7f02db454e67c1", size = 377234 }, + { url = "https://files.pythonhosted.org/packages/03/b3/64ef723029f917410f75c09da54254c5f9ea90ef89b143ccadb09df14c15/contourpy-1.3.3-cp311-cp311-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0bf67e0e3f482cb69779dd3061b534eb35ac9b17f163d851e2a547d56dba0a3a", size = 380555 }, + { url = "https://files.pythonhosted.org/packages/5f/4b/6157f24ca425b89fe2eb7e7be642375711ab671135be21e6faa100f7448c/contourpy-1.3.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:51e79c1f7470158e838808d4a996fa9bac72c498e93d8ebe5119bc1e6becb0db", size = 355238 }, + { url = "https://files.pythonhosted.org/packages/98/56/f914f0dd678480708a04cfd2206e7c382533249bc5001eb9f58aa693e200/contourpy-1.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:598c3aaece21c503615fd59c92a3598b428b2f01bfb4b8ca9c4edeecc2438620", size = 1326218 }, + { url = "https://files.pythonhosted.org/packages/fb/d7/4a972334a0c971acd5172389671113ae82aa7527073980c38d5868ff1161/contourpy-1.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:322ab1c99b008dad206d406bb61d014cf0174df491ae9d9d0fac6a6fda4f977f", size = 1392867 }, + { url = "https://files.pythonhosted.org/packages/75/3e/f2cc6cd56dc8cff46b1a56232eabc6feea52720083ea71ab15523daab796/contourpy-1.3.3-cp311-cp311-win32.whl", hash = "sha256:fd907ae12cd483cd83e414b12941c632a969171bf90fc937d0c9f268a31cafff", size = 183677 }, + { url = "https://files.pythonhosted.org/packages/98/4b/9bd370b004b5c9d8045c6c33cf65bae018b27aca550a3f657cdc99acdbd8/contourpy-1.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:3519428f6be58431c56581f1694ba8e50626f2dd550af225f82fb5f5814d2a42", size = 225234 }, + { url = "https://files.pythonhosted.org/packages/d9/b6/71771e02c2e004450c12b1120a5f488cad2e4d5b590b1af8bad060360fe4/contourpy-1.3.3-cp311-cp311-win_arm64.whl", hash = "sha256:15ff10bfada4bf92ec8b31c62bf7c1834c244019b4a33095a68000d7075df470", size = 193123 }, + { url = "https://files.pythonhosted.org/packages/be/45/adfee365d9ea3d853550b2e735f9d66366701c65db7855cd07621732ccfc/contourpy-1.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b08a32ea2f8e42cf1d4be3169a98dd4be32bafe4f22b6c4cb4ba810fa9e5d2cb", size = 293419 }, + { url = "https://files.pythonhosted.org/packages/53/3e/405b59cfa13021a56bba395a6b3aca8cec012b45bf177b0eaf7a202cde2c/contourpy-1.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:556dba8fb6f5d8742f2923fe9457dbdd51e1049c4a43fd3986a0b14a1d815fc6", size = 273979 }, + { url = "https://files.pythonhosted.org/packages/d4/1c/a12359b9b2ca3a845e8f7f9ac08bdf776114eb931392fcad91743e2ea17b/contourpy-1.3.3-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92d9abc807cf7d0e047b95ca5d957cf4792fcd04e920ca70d48add15c1a90ea7", size = 332653 }, + { url = "https://files.pythonhosted.org/packages/63/12/897aeebfb475b7748ea67b61e045accdfcf0d971f8a588b67108ed7f5512/contourpy-1.3.3-cp312-cp312-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b2e8faa0ed68cb29af51edd8e24798bb661eac3bd9f65420c1887b6ca89987c8", size = 379536 }, + { url = "https://files.pythonhosted.org/packages/43/8a/a8c584b82deb248930ce069e71576fc09bd7174bbd35183b7943fb1064fd/contourpy-1.3.3-cp312-cp312-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:626d60935cf668e70a5ce6ff184fd713e9683fb458898e4249b63be9e28286ea", size = 384397 }, + { url = "https://files.pythonhosted.org/packages/cc/8f/ec6289987824b29529d0dfda0d74a07cec60e54b9c92f3c9da4c0ac732de/contourpy-1.3.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4d00e655fcef08aba35ec9610536bfe90267d7ab5ba944f7032549c55a146da1", size = 362601 }, + { url = "https://files.pythonhosted.org/packages/05/0a/a3fe3be3ee2dceb3e615ebb4df97ae6f3828aa915d3e10549ce016302bd1/contourpy-1.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:451e71b5a7d597379ef572de31eeb909a87246974d960049a9848c3bc6c41bf7", size = 1331288 }, + { url = "https://files.pythonhosted.org/packages/33/1d/acad9bd4e97f13f3e2b18a3977fe1b4a37ecf3d38d815333980c6c72e963/contourpy-1.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:459c1f020cd59fcfe6650180678a9993932d80d44ccde1fa1868977438f0b411", size = 1403386 }, + { url = "https://files.pythonhosted.org/packages/cf/8f/5847f44a7fddf859704217a99a23a4f6417b10e5ab1256a179264561540e/contourpy-1.3.3-cp312-cp312-win32.whl", hash = "sha256:023b44101dfe49d7d53932be418477dba359649246075c996866106da069af69", size = 185018 }, + { url = "https://files.pythonhosted.org/packages/19/e8/6026ed58a64563186a9ee3f29f41261fd1828f527dd93d33b60feca63352/contourpy-1.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:8153b8bfc11e1e4d75bcb0bff1db232f9e10b274e0929de9d608027e0d34ff8b", size = 226567 }, + { url = "https://files.pythonhosted.org/packages/d1/e2/f05240d2c39a1ed228d8328a78b6f44cd695f7ef47beb3e684cf93604f86/contourpy-1.3.3-cp312-cp312-win_arm64.whl", hash = "sha256:07ce5ed73ecdc4a03ffe3e1b3e3c1166db35ae7584be76f65dbbe28a7791b0cc", size = 193655 }, + { url = "https://files.pythonhosted.org/packages/68/35/0167aad910bbdb9599272bd96d01a9ec6852f36b9455cf2ca67bd4cc2d23/contourpy-1.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:177fb367556747a686509d6fef71d221a4b198a3905fe824430e5ea0fda54eb5", size = 293257 }, + { url = "https://files.pythonhosted.org/packages/96/e4/7adcd9c8362745b2210728f209bfbcf7d91ba868a2c5f40d8b58f54c509b/contourpy-1.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:d002b6f00d73d69333dac9d0b8d5e84d9724ff9ef044fd63c5986e62b7c9e1b1", size = 274034 }, + { url = "https://files.pythonhosted.org/packages/73/23/90e31ceeed1de63058a02cb04b12f2de4b40e3bef5e082a7c18d9c8ae281/contourpy-1.3.3-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:348ac1f5d4f1d66d3322420f01d42e43122f43616e0f194fc1c9f5d830c5b286", size = 334672 }, + { url = "https://files.pythonhosted.org/packages/ed/93/b43d8acbe67392e659e1d984700e79eb67e2acb2bd7f62012b583a7f1b55/contourpy-1.3.3-cp313-cp313-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:655456777ff65c2c548b7c454af9c6f33f16c8884f11083244b5819cc214f1b5", size = 381234 }, + { url = "https://files.pythonhosted.org/packages/46/3b/bec82a3ea06f66711520f75a40c8fc0b113b2a75edb36aa633eb11c4f50f/contourpy-1.3.3-cp313-cp313-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:644a6853d15b2512d67881586bd03f462c7ab755db95f16f14d7e238f2852c67", size = 385169 }, + { url = "https://files.pythonhosted.org/packages/4b/32/e0f13a1c5b0f8572d0ec6ae2f6c677b7991fafd95da523159c19eff0696a/contourpy-1.3.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4debd64f124ca62069f313a9cb86656ff087786016d76927ae2cf37846b006c9", size = 362859 }, + { url = "https://files.pythonhosted.org/packages/33/71/e2a7945b7de4e58af42d708a219f3b2f4cff7386e6b6ab0a0fa0033c49a9/contourpy-1.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a15459b0f4615b00bbd1e91f1b9e19b7e63aea7483d03d804186f278c0af2659", size = 1332062 }, + { url = "https://files.pythonhosted.org/packages/12/fc/4e87ac754220ccc0e807284f88e943d6d43b43843614f0a8afa469801db0/contourpy-1.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca0fdcd73925568ca027e0b17ab07aad764be4706d0a925b89227e447d9737b7", size = 1403932 }, + { url = "https://files.pythonhosted.org/packages/a6/2e/adc197a37443f934594112222ac1aa7dc9a98faf9c3842884df9a9d8751d/contourpy-1.3.3-cp313-cp313-win32.whl", hash = "sha256:b20c7c9a3bf701366556e1b1984ed2d0cedf999903c51311417cf5f591d8c78d", size = 185024 }, + { url = "https://files.pythonhosted.org/packages/18/0b/0098c214843213759692cc638fce7de5c289200a830e5035d1791d7a2338/contourpy-1.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:1cadd8b8969f060ba45ed7c1b714fe69185812ab43bd6b86a9123fe8f99c3263", size = 226578 }, + { url = "https://files.pythonhosted.org/packages/8a/9a/2f6024a0c5995243cd63afdeb3651c984f0d2bc727fd98066d40e141ad73/contourpy-1.3.3-cp313-cp313-win_arm64.whl", hash = "sha256:fd914713266421b7536de2bfa8181aa8c699432b6763a0ea64195ebe28bff6a9", size = 193524 }, + { url = "https://files.pythonhosted.org/packages/c0/b3/f8a1a86bd3298513f500e5b1f5fd92b69896449f6cab6a146a5d52715479/contourpy-1.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:88df9880d507169449d434c293467418b9f6cbe82edd19284aa0409e7fdb933d", size = 306730 }, + { url = "https://files.pythonhosted.org/packages/3f/11/4780db94ae62fc0c2053909b65dc3246bd7cecfc4f8a20d957ad43aa4ad8/contourpy-1.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d06bb1f751ba5d417047db62bca3c8fde202b8c11fb50742ab3ab962c81e8216", size = 287897 }, + { url = "https://files.pythonhosted.org/packages/ae/15/e59f5f3ffdd6f3d4daa3e47114c53daabcb18574a26c21f03dc9e4e42ff0/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e4e6b05a45525357e382909a4c1600444e2a45b4795163d3b22669285591c1ae", size = 326751 }, + { url = "https://files.pythonhosted.org/packages/0f/81/03b45cfad088e4770b1dcf72ea78d3802d04200009fb364d18a493857210/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ab3074b48c4e2cf1a960e6bbeb7f04566bf36b1861d5c9d4d8ac04b82e38ba20", size = 375486 }, + { url = "https://files.pythonhosted.org/packages/0c/ba/49923366492ffbdd4486e970d421b289a670ae8cf539c1ea9a09822b371a/contourpy-1.3.3-cp313-cp313t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c3d53c796f8647d6deb1abe867daeb66dcc8a97e8455efa729516b997b8ed99", size = 388106 }, + { url = "https://files.pythonhosted.org/packages/9f/52/5b00ea89525f8f143651f9f03a0df371d3cbd2fccd21ca9b768c7a6500c2/contourpy-1.3.3-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50ed930df7289ff2a8d7afeb9603f8289e5704755c7e5c3bbd929c90c817164b", size = 352548 }, + { url = "https://files.pythonhosted.org/packages/32/1d/a209ec1a3a3452d490f6b14dd92e72280c99ae3d1e73da74f8277d4ee08f/contourpy-1.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:4feffb6537d64b84877da813a5c30f1422ea5739566abf0bd18065ac040e120a", size = 1322297 }, + { url = "https://files.pythonhosted.org/packages/bc/9e/46f0e8ebdd884ca0e8877e46a3f4e633f6c9c8c4f3f6e72be3fe075994aa/contourpy-1.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:2b7e9480ffe2b0cd2e787e4df64270e3a0440d9db8dc823312e2c940c167df7e", size = 1391023 }, + { url = "https://files.pythonhosted.org/packages/b9/70/f308384a3ae9cd2209e0849f33c913f658d3326900d0ff5d378d6a1422d2/contourpy-1.3.3-cp313-cp313t-win32.whl", hash = "sha256:283edd842a01e3dcd435b1c5116798d661378d83d36d337b8dde1d16a5fc9ba3", size = 196157 }, + { url = "https://files.pythonhosted.org/packages/b2/dd/880f890a6663b84d9e34a6f88cded89d78f0091e0045a284427cb6b18521/contourpy-1.3.3-cp313-cp313t-win_amd64.whl", hash = "sha256:87acf5963fc2b34825e5b6b048f40e3635dd547f590b04d2ab317c2619ef7ae8", size = 240570 }, + { url = "https://files.pythonhosted.org/packages/80/99/2adc7d8ffead633234817ef8e9a87115c8a11927a94478f6bb3d3f4d4f7d/contourpy-1.3.3-cp313-cp313t-win_arm64.whl", hash = "sha256:3c30273eb2a55024ff31ba7d052dde990d7d8e5450f4bbb6e913558b3d6c2301", size = 199713 }, + { url = "https://files.pythonhosted.org/packages/72/8b/4546f3ab60f78c514ffb7d01a0bd743f90de36f0019d1be84d0a708a580a/contourpy-1.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fde6c716d51c04b1c25d0b90364d0be954624a0ee9d60e23e850e8d48353d07a", size = 292189 }, + { url = "https://files.pythonhosted.org/packages/fd/e1/3542a9cb596cadd76fcef413f19c79216e002623158befe6daa03dbfa88c/contourpy-1.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:cbedb772ed74ff5be440fa8eee9bd49f64f6e3fc09436d9c7d8f1c287b121d77", size = 273251 }, + { url = "https://files.pythonhosted.org/packages/b1/71/f93e1e9471d189f79d0ce2497007731c1e6bf9ef6d1d61b911430c3db4e5/contourpy-1.3.3-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22e9b1bd7a9b1d652cd77388465dc358dafcd2e217d35552424aa4f996f524f5", size = 335810 }, + { url = "https://files.pythonhosted.org/packages/91/f9/e35f4c1c93f9275d4e38681a80506b5510e9327350c51f8d4a5a724d178c/contourpy-1.3.3-cp314-cp314-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a22738912262aa3e254e4f3cb079a95a67132fc5a063890e224393596902f5a4", size = 382871 }, + { url = "https://files.pythonhosted.org/packages/b5/71/47b512f936f66a0a900d81c396a7e60d73419868fba959c61efed7a8ab46/contourpy-1.3.3-cp314-cp314-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:afe5a512f31ee6bd7d0dda52ec9864c984ca3d66664444f2d72e0dc4eb832e36", size = 386264 }, + { url = "https://files.pythonhosted.org/packages/04/5f/9ff93450ba96b09c7c2b3f81c94de31c89f92292f1380261bd7195bea4ea/contourpy-1.3.3-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f64836de09927cba6f79dcd00fdd7d5329f3fccc633468507079c829ca4db4e3", size = 363819 }, + { url = "https://files.pythonhosted.org/packages/3e/a6/0b185d4cc480ee494945cde102cb0149ae830b5fa17bf855b95f2e70ad13/contourpy-1.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:1fd43c3be4c8e5fd6e4f2baeae35ae18176cf2e5cced681cca908addf1cdd53b", size = 1333650 }, + { url = "https://files.pythonhosted.org/packages/43/d7/afdc95580ca56f30fbcd3060250f66cedbde69b4547028863abd8aa3b47e/contourpy-1.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6afc576f7b33cf00996e5c1102dc2a8f7cc89e39c0b55df93a0b78c1bd992b36", size = 1404833 }, + { url = "https://files.pythonhosted.org/packages/e2/e2/366af18a6d386f41132a48f033cbd2102e9b0cf6345d35ff0826cd984566/contourpy-1.3.3-cp314-cp314-win32.whl", hash = "sha256:66c8a43a4f7b8df8b71ee1840e4211a3c8d93b214b213f590e18a1beca458f7d", size = 189692 }, + { url = "https://files.pythonhosted.org/packages/7d/c2/57f54b03d0f22d4044b8afb9ca0e184f8b1afd57b4f735c2fa70883dc601/contourpy-1.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:cf9022ef053f2694e31d630feaacb21ea24224be1c3ad0520b13d844274614fd", size = 232424 }, + { url = "https://files.pythonhosted.org/packages/18/79/a9416650df9b525737ab521aa181ccc42d56016d2123ddcb7b58e926a42c/contourpy-1.3.3-cp314-cp314-win_arm64.whl", hash = "sha256:95b181891b4c71de4bb404c6621e7e2390745f887f2a026b2d99e92c17892339", size = 198300 }, + { url = "https://files.pythonhosted.org/packages/1f/42/38c159a7d0f2b7b9c04c64ab317042bb6952b713ba875c1681529a2932fe/contourpy-1.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:33c82d0138c0a062380332c861387650c82e4cf1747aaa6938b9b6516762e772", size = 306769 }, + { url = "https://files.pythonhosted.org/packages/c3/6c/26a8205f24bca10974e77460de68d3d7c63e282e23782f1239f226fcae6f/contourpy-1.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:ea37e7b45949df430fe649e5de8351c423430046a2af20b1c1961cae3afcda77", size = 287892 }, + { url = "https://files.pythonhosted.org/packages/66/06/8a475c8ab718ebfd7925661747dbb3c3ee9c82ac834ccb3570be49d129f4/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d304906ecc71672e9c89e87c4675dc5c2645e1f4269a5063b99b0bb29f232d13", size = 326748 }, + { url = "https://files.pythonhosted.org/packages/b4/a3/c5ca9f010a44c223f098fccd8b158bb1cb287378a31ac141f04730dc49be/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ca658cd1a680a5c9ea96dc61cdbae1e85c8f25849843aa799dfd3cb370ad4fbe", size = 375554 }, + { url = "https://files.pythonhosted.org/packages/80/5b/68bd33ae63fac658a4145088c1e894405e07584a316738710b636c6d0333/contourpy-1.3.3-cp314-cp314t-manylinux_2_26_s390x.manylinux_2_28_s390x.whl", hash = "sha256:ab2fd90904c503739a75b7c8c5c01160130ba67944a7b77bbf36ef8054576e7f", size = 388118 }, + { url = "https://files.pythonhosted.org/packages/40/52/4c285a6435940ae25d7410a6c36bda5145839bc3f0beb20c707cda18b9d2/contourpy-1.3.3-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b7301b89040075c30e5768810bc96a8e8d78085b47d8be6e4c3f5a0b4ed478a0", size = 352555 }, + { url = "https://files.pythonhosted.org/packages/24/ee/3e81e1dd174f5c7fefe50e85d0892de05ca4e26ef1c9a59c2a57e43b865a/contourpy-1.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:2a2a8b627d5cc6b7c41a4beff6c5ad5eb848c88255fda4a8745f7e901b32d8e4", size = 1322295 }, + { url = "https://files.pythonhosted.org/packages/3c/b2/6d913d4d04e14379de429057cd169e5e00f6c2af3bb13e1710bcbdb5da12/contourpy-1.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:fd6ec6be509c787f1caf6b247f0b1ca598bef13f4ddeaa126b7658215529ba0f", size = 1391027 }, + { url = "https://files.pythonhosted.org/packages/93/8a/68a4ec5c55a2971213d29a9374913f7e9f18581945a7a31d1a39b5d2dfe5/contourpy-1.3.3-cp314-cp314t-win32.whl", hash = "sha256:e74a9a0f5e3fff48fb5a7f2fd2b9b70a3fe014a67522f79b7cca4c0c7e43c9ae", size = 202428 }, + { url = "https://files.pythonhosted.org/packages/fa/96/fd9f641ffedc4fa3ace923af73b9d07e869496c9cc7a459103e6e978992f/contourpy-1.3.3-cp314-cp314t-win_amd64.whl", hash = "sha256:13b68d6a62db8eafaebb8039218921399baf6e47bf85006fd8529f2a08ef33fc", size = 250331 }, + { url = "https://files.pythonhosted.org/packages/ae/8c/469afb6465b853afff216f9528ffda78a915ff880ed58813ba4faf4ba0b6/contourpy-1.3.3-cp314-cp314t-win_arm64.whl", hash = "sha256:b7448cb5a725bb1e35ce88771b86fba35ef418952474492cf7c764059933ff8b", size = 203831 }, + { url = "https://files.pythonhosted.org/packages/a5/29/8dcfe16f0107943fa92388c23f6e05cff0ba58058c4c95b00280d4c75a14/contourpy-1.3.3-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:cd5dfcaeb10f7b7f9dc8941717c6c2ade08f587be2226222c12b25f0483ed497", size = 278809 }, + { url = "https://files.pythonhosted.org/packages/85/a9/8b37ef4f7dafeb335daee3c8254645ef5725be4d9c6aa70b50ec46ef2f7e/contourpy-1.3.3-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:0c1fc238306b35f246d61a1d416a627348b5cf0648648a031e14bb8705fcdfe8", size = 261593 }, + { url = "https://files.pythonhosted.org/packages/0a/59/ebfb8c677c75605cc27f7122c90313fd2f375ff3c8d19a1694bda74aaa63/contourpy-1.3.3-pp311-pypy311_pp73-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:70f9aad7de812d6541d29d2bbf8feb22ff7e1c299523db288004e3157ff4674e", size = 302202 }, + { url = "https://files.pythonhosted.org/packages/3c/37/21972a15834d90bfbfb009b9d004779bd5a07a0ec0234e5ba8f64d5736f4/contourpy-1.3.3-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ed3657edf08512fc3fe81b510e35c2012fbd3081d2e26160f27ca28affec989", size = 329207 }, + { url = "https://files.pythonhosted.org/packages/0c/58/bd257695f39d05594ca4ad60df5bcb7e32247f9951fd09a9b8edb82d1daa/contourpy-1.3.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:3d1a3799d62d45c18bafd41c5fa05120b96a28079f2393af559b843d1a966a77", size = 225315 }, ] [[package]] name = "coverage" version = "7.11.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/1c/38/ee22495420457259d2f3390309505ea98f98a5eed40901cf62196abad006/coverage-7.11.0.tar.gz", hash = "sha256:167bd504ac1ca2af7ff3b81d245dfea0292c5032ebef9d66cc08a7d28c1b8050", size = 811905, upload-time = "2025-10-15T15:15:08.542Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/12/95/c49df0aceb5507a80b9fe5172d3d39bf23f05be40c23c8d77d556df96cec/coverage-7.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eb53f1e8adeeb2e78962bade0c08bfdc461853c7969706ed901821e009b35e31", size = 215800, upload-time = "2025-10-15T15:12:19.824Z" }, - { url = "https://files.pythonhosted.org/packages/dc/c6/7bb46ce01ed634fff1d7bb53a54049f539971862cc388b304ff3c51b4f66/coverage-7.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d9a03ec6cb9f40a5c360f138b88266fd8f58408d71e89f536b4f91d85721d075", size = 216198, upload-time = "2025-10-15T15:12:22.549Z" }, - { url = "https://files.pythonhosted.org/packages/94/b2/75d9d8fbf2900268aca5de29cd0a0fe671b0f69ef88be16767cc3c828b85/coverage-7.11.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:0d7f0616c557cbc3d1c2090334eddcbb70e1ae3a40b07222d62b3aa47f608fab", size = 242953, upload-time = "2025-10-15T15:12:24.139Z" }, - { url = "https://files.pythonhosted.org/packages/65/ac/acaa984c18f440170525a8743eb4b6c960ace2dbad80dc22056a437fc3c6/coverage-7.11.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:e44a86a47bbdf83b0a3ea4d7df5410d6b1a0de984fbd805fa5101f3624b9abe0", size = 244766, upload-time = "2025-10-15T15:12:25.974Z" }, - { url = "https://files.pythonhosted.org/packages/d8/0d/938d0bff76dfa4a6b228c3fc4b3e1c0e2ad4aa6200c141fcda2bd1170227/coverage-7.11.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:596763d2f9a0ee7eec6e643e29660def2eef297e1de0d334c78c08706f1cb785", size = 246625, upload-time = "2025-10-15T15:12:27.387Z" }, - { url = "https://files.pythonhosted.org/packages/38/54/8f5f5e84bfa268df98f46b2cb396b1009734cfb1e5d6adb663d284893b32/coverage-7.11.0-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:ef55537ff511b5e0a43edb4c50a7bf7ba1c3eea20b4f49b1490f1e8e0e42c591", size = 243568, upload-time = "2025-10-15T15:12:28.799Z" }, - { url = "https://files.pythonhosted.org/packages/68/30/8ba337c2877fe3f2e1af0ed7ff4be0c0c4aca44d6f4007040f3ca2255e99/coverage-7.11.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:9cbabd8f4d0d3dc571d77ae5bdbfa6afe5061e679a9d74b6797c48d143307088", size = 244665, upload-time = "2025-10-15T15:12:30.297Z" }, - { url = "https://files.pythonhosted.org/packages/cc/fb/c6f1d6d9a665536b7dde2333346f0cc41dc6a60bd1ffc10cd5c33e7eb000/coverage-7.11.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e24045453384e0ae2a587d562df2a04d852672eb63051d16096d3f08aa4c7c2f", size = 242681, upload-time = "2025-10-15T15:12:32.326Z" }, - { url = "https://files.pythonhosted.org/packages/be/38/1b532319af5f991fa153c20373291dc65c2bf532af7dbcffdeef745c8f79/coverage-7.11.0-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:7161edd3426c8d19bdccde7d49e6f27f748f3c31cc350c5de7c633fea445d866", size = 242912, upload-time = "2025-10-15T15:12:34.079Z" }, - { url = "https://files.pythonhosted.org/packages/67/3d/f39331c60ef6050d2a861dc1b514fa78f85f792820b68e8c04196ad733d6/coverage-7.11.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3d4ed4de17e692ba6415b0587bc7f12bc80915031fc9db46a23ce70fc88c9841", size = 243559, upload-time = "2025-10-15T15:12:35.809Z" }, - { url = "https://files.pythonhosted.org/packages/4b/55/cb7c9df9d0495036ce582a8a2958d50c23cd73f84a23284bc23bd4711a6f/coverage-7.11.0-cp310-cp310-win32.whl", hash = "sha256:765c0bc8fe46f48e341ef737c91c715bd2a53a12792592296a095f0c237e09cf", size = 218266, upload-time = "2025-10-15T15:12:37.429Z" }, - { url = "https://files.pythonhosted.org/packages/68/a8/b79cb275fa7bd0208767f89d57a1b5f6ba830813875738599741b97c2e04/coverage-7.11.0-cp310-cp310-win_amd64.whl", hash = "sha256:24d6f3128f1b2d20d84b24f4074475457faedc3d4613a7e66b5e769939c7d969", size = 219169, upload-time = "2025-10-15T15:12:39.25Z" }, - { url = "https://files.pythonhosted.org/packages/49/3a/ee1074c15c408ddddddb1db7dd904f6b81bc524e01f5a1c5920e13dbde23/coverage-7.11.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3d58ecaa865c5b9fa56e35efc51d1014d4c0d22838815b9fce57a27dd9576847", size = 215912, upload-time = "2025-10-15T15:12:40.665Z" }, - { url = "https://files.pythonhosted.org/packages/70/c4/9f44bebe5cb15f31608597b037d78799cc5f450044465bcd1ae8cb222fe1/coverage-7.11.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b679e171f1c104a5668550ada700e3c4937110dbdd153b7ef9055c4f1a1ee3cc", size = 216310, upload-time = "2025-10-15T15:12:42.461Z" }, - { url = "https://files.pythonhosted.org/packages/42/01/5e06077cfef92d8af926bdd86b84fb28bf9bc6ad27343d68be9b501d89f2/coverage-7.11.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:ca61691ba8c5b6797deb221a0d09d7470364733ea9c69425a640f1f01b7c5bf0", size = 246706, upload-time = "2025-10-15T15:12:44.001Z" }, - { url = "https://files.pythonhosted.org/packages/40/b8/7a3f1f33b35cc4a6c37e759137533119560d06c0cc14753d1a803be0cd4a/coverage-7.11.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:aef1747ede4bd8ca9cfc04cc3011516500c6891f1b33a94add3253f6f876b7b7", size = 248634, upload-time = "2025-10-15T15:12:45.768Z" }, - { url = "https://files.pythonhosted.org/packages/7a/41/7f987eb33de386bc4c665ab0bf98d15fcf203369d6aacae74f5dd8ec489a/coverage-7.11.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a1839d08406e4cba2953dcc0ffb312252f14d7c4c96919f70167611f4dee2623", size = 250741, upload-time = "2025-10-15T15:12:47.222Z" }, - { url = "https://files.pythonhosted.org/packages/23/c1/a4e0ca6a4e83069fb8216b49b30a7352061ca0cb38654bd2dc96b7b3b7da/coverage-7.11.0-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e0eb0a2dcc62478eb5b4cbb80b97bdee852d7e280b90e81f11b407d0b81c4287", size = 246837, upload-time = "2025-10-15T15:12:48.904Z" }, - { url = "https://files.pythonhosted.org/packages/5d/03/ced062a17f7c38b4728ff76c3acb40d8465634b20b4833cdb3cc3a74e115/coverage-7.11.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bc1fbea96343b53f65d5351d8fd3b34fd415a2670d7c300b06d3e14a5af4f552", size = 248429, upload-time = "2025-10-15T15:12:50.73Z" }, - { url = "https://files.pythonhosted.org/packages/97/af/a7c6f194bb8c5a2705ae019036b8fe7f49ea818d638eedb15fdb7bed227c/coverage-7.11.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:214b622259dd0cf435f10241f1333d32caa64dbc27f8790ab693428a141723de", size = 246490, upload-time = "2025-10-15T15:12:52.646Z" }, - { url = "https://files.pythonhosted.org/packages/ab/c3/aab4df02b04a8fde79068c3c41ad7a622b0ef2b12e1ed154da986a727c3f/coverage-7.11.0-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:258d9967520cca899695d4eb7ea38be03f06951d6ca2f21fb48b1235f791e601", size = 246208, upload-time = "2025-10-15T15:12:54.586Z" }, - { url = "https://files.pythonhosted.org/packages/30/d8/e282ec19cd658238d60ed404f99ef2e45eed52e81b866ab1518c0d4163cf/coverage-7.11.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:cf9e6ff4ca908ca15c157c409d608da77a56a09877b97c889b98fb2c32b6465e", size = 247126, upload-time = "2025-10-15T15:12:56.485Z" }, - { url = "https://files.pythonhosted.org/packages/d1/17/a635fa07fac23adb1a5451ec756216768c2767efaed2e4331710342a3399/coverage-7.11.0-cp311-cp311-win32.whl", hash = "sha256:fcc15fc462707b0680cff6242c48625da7f9a16a28a41bb8fd7a4280920e676c", size = 218314, upload-time = "2025-10-15T15:12:58.365Z" }, - { url = "https://files.pythonhosted.org/packages/2a/29/2ac1dfcdd4ab9a70026edc8d715ece9b4be9a1653075c658ee6f271f394d/coverage-7.11.0-cp311-cp311-win_amd64.whl", hash = "sha256:865965bf955d92790f1facd64fe7ff73551bd2c1e7e6b26443934e9701ba30b9", size = 219203, upload-time = "2025-10-15T15:12:59.902Z" }, - { url = "https://files.pythonhosted.org/packages/03/21/5ce8b3a0133179115af4c041abf2ee652395837cb896614beb8ce8ddcfd9/coverage-7.11.0-cp311-cp311-win_arm64.whl", hash = "sha256:5693e57a065760dcbeb292d60cc4d0231a6d4b6b6f6a3191561e1d5e8820b745", size = 217879, upload-time = "2025-10-15T15:13:01.35Z" }, - { url = "https://files.pythonhosted.org/packages/c4/db/86f6906a7c7edc1a52b2c6682d6dd9be775d73c0dfe2b84f8923dfea5784/coverage-7.11.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9c49e77811cf9d024b95faf86c3f059b11c0c9be0b0d61bc598f453703bd6fd1", size = 216098, upload-time = "2025-10-15T15:13:02.916Z" }, - { url = "https://files.pythonhosted.org/packages/21/54/e7b26157048c7ba555596aad8569ff903d6cd67867d41b75287323678ede/coverage-7.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a61e37a403a778e2cda2a6a39abcc895f1d984071942a41074b5c7ee31642007", size = 216331, upload-time = "2025-10-15T15:13:04.403Z" }, - { url = "https://files.pythonhosted.org/packages/b9/19/1ce6bf444f858b83a733171306134a0544eaddf1ca8851ede6540a55b2ad/coverage-7.11.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:c79cae102bb3b1801e2ef1511fb50e91ec83a1ce466b2c7c25010d884336de46", size = 247825, upload-time = "2025-10-15T15:13:05.92Z" }, - { url = "https://files.pythonhosted.org/packages/71/0b/d3bcbbc259fcced5fb67c5d78f6e7ee965f49760c14afd931e9e663a83b2/coverage-7.11.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:16ce17ceb5d211f320b62df002fa7016b7442ea0fd260c11cec8ce7730954893", size = 250573, upload-time = "2025-10-15T15:13:07.471Z" }, - { url = "https://files.pythonhosted.org/packages/58/8d/b0ff3641a320abb047258d36ed1c21d16be33beed4152628331a1baf3365/coverage-7.11.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:80027673e9d0bd6aef86134b0771845e2da85755cf686e7c7c59566cf5a89115", size = 251706, upload-time = "2025-10-15T15:13:09.4Z" }, - { url = "https://files.pythonhosted.org/packages/59/c8/5a586fe8c7b0458053d9c687f5cff515a74b66c85931f7fe17a1c958b4ac/coverage-7.11.0-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:4d3ffa07a08657306cd2215b0da53761c4d73cb54d9143b9303a6481ec0cd415", size = 248221, upload-time = "2025-10-15T15:13:10.964Z" }, - { url = "https://files.pythonhosted.org/packages/d0/ff/3a25e3132804ba44cfa9a778cdf2b73dbbe63ef4b0945e39602fc896ba52/coverage-7.11.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a3b6a5f8b2524fd6c1066bc85bfd97e78709bb5e37b5b94911a6506b65f47186", size = 249624, upload-time = "2025-10-15T15:13:12.5Z" }, - { url = "https://files.pythonhosted.org/packages/c5/12/ff10c8ce3895e1b17a73485ea79ebc1896a9e466a9d0f4aef63e0d17b718/coverage-7.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:fcc0a4aa589de34bc56e1a80a740ee0f8c47611bdfb28cd1849de60660f3799d", size = 247744, upload-time = "2025-10-15T15:13:14.554Z" }, - { url = "https://files.pythonhosted.org/packages/16/02/d500b91f5471b2975947e0629b8980e5e90786fe316b6d7299852c1d793d/coverage-7.11.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:dba82204769d78c3fd31b35c3d5f46e06511936c5019c39f98320e05b08f794d", size = 247325, upload-time = "2025-10-15T15:13:16.438Z" }, - { url = "https://files.pythonhosted.org/packages/77/11/dee0284fbbd9cd64cfce806b827452c6df3f100d9e66188e82dfe771d4af/coverage-7.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:81b335f03ba67309a95210caf3eb43bd6fe75a4e22ba653ef97b4696c56c7ec2", size = 249180, upload-time = "2025-10-15T15:13:17.959Z" }, - { url = "https://files.pythonhosted.org/packages/59/1b/cdf1def928f0a150a057cab03286774e73e29c2395f0d30ce3d9e9f8e697/coverage-7.11.0-cp312-cp312-win32.whl", hash = "sha256:037b2d064c2f8cc8716fe4d39cb705779af3fbf1ba318dc96a1af858888c7bb5", size = 218479, upload-time = "2025-10-15T15:13:19.608Z" }, - { url = "https://files.pythonhosted.org/packages/ff/55/e5884d55e031da9c15b94b90a23beccc9d6beee65e9835cd6da0a79e4f3a/coverage-7.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:d66c0104aec3b75e5fd897e7940188ea1892ca1d0235316bf89286d6a22568c0", size = 219290, upload-time = "2025-10-15T15:13:21.593Z" }, - { url = "https://files.pythonhosted.org/packages/23/a8/faa930cfc71c1d16bc78f9a19bb73700464f9c331d9e547bfbc1dbd3a108/coverage-7.11.0-cp312-cp312-win_arm64.whl", hash = "sha256:d91ebeac603812a09cf6a886ba6e464f3bbb367411904ae3790dfe28311b15ad", size = 217924, upload-time = "2025-10-15T15:13:23.39Z" }, - { url = "https://files.pythonhosted.org/packages/60/7f/85e4dfe65e400645464b25c036a26ac226cf3a69d4a50c3934c532491cdd/coverage-7.11.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:cc3f49e65ea6e0d5d9bd60368684fe52a704d46f9e7fc413918f18d046ec40e1", size = 216129, upload-time = "2025-10-15T15:13:25.371Z" }, - { url = "https://files.pythonhosted.org/packages/96/5d/dc5fa98fea3c175caf9d360649cb1aa3715e391ab00dc78c4c66fabd7356/coverage-7.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f39ae2f63f37472c17b4990f794035c9890418b1b8cca75c01193f3c8d3e01be", size = 216380, upload-time = "2025-10-15T15:13:26.976Z" }, - { url = "https://files.pythonhosted.org/packages/b2/f5/3da9cc9596708273385189289c0e4d8197d37a386bdf17619013554b3447/coverage-7.11.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7db53b5cdd2917b6eaadd0b1251cf4e7d96f4a8d24e174bdbdf2f65b5ea7994d", size = 247375, upload-time = "2025-10-15T15:13:28.923Z" }, - { url = "https://files.pythonhosted.org/packages/65/6c/f7f59c342359a235559d2bc76b0c73cfc4bac7d61bb0df210965cb1ecffd/coverage-7.11.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:10ad04ac3a122048688387828b4537bc9cf60c0bf4869c1e9989c46e45690b82", size = 249978, upload-time = "2025-10-15T15:13:30.525Z" }, - { url = "https://files.pythonhosted.org/packages/e7/8c/042dede2e23525e863bf1ccd2b92689692a148d8b5fd37c37899ba882645/coverage-7.11.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4036cc9c7983a2b1f2556d574d2eb2154ac6ed55114761685657e38782b23f52", size = 251253, upload-time = "2025-10-15T15:13:32.174Z" }, - { url = "https://files.pythonhosted.org/packages/7b/a9/3c58df67bfa809a7bddd786356d9c5283e45d693edb5f3f55d0986dd905a/coverage-7.11.0-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:7ab934dd13b1c5e94b692b1e01bd87e4488cb746e3a50f798cb9464fd128374b", size = 247591, upload-time = "2025-10-15T15:13:34.147Z" }, - { url = "https://files.pythonhosted.org/packages/26/5b/c7f32efd862ee0477a18c41e4761305de6ddd2d49cdeda0c1116227570fd/coverage-7.11.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:59a6e5a265f7cfc05f76e3bb53eca2e0dfe90f05e07e849930fecd6abb8f40b4", size = 249411, upload-time = "2025-10-15T15:13:38.425Z" }, - { url = "https://files.pythonhosted.org/packages/76/b5/78cb4f1e86c1611431c990423ec0768122905b03837e1b4c6a6f388a858b/coverage-7.11.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:df01d6c4c81e15a7c88337b795bb7595a8596e92310266b5072c7e301168efbd", size = 247303, upload-time = "2025-10-15T15:13:40.464Z" }, - { url = "https://files.pythonhosted.org/packages/87/c9/23c753a8641a330f45f221286e707c427e46d0ffd1719b080cedc984ec40/coverage-7.11.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:8c934bd088eed6174210942761e38ee81d28c46de0132ebb1801dbe36a390dcc", size = 247157, upload-time = "2025-10-15T15:13:42.087Z" }, - { url = "https://files.pythonhosted.org/packages/c5/42/6e0cc71dc8a464486e944a4fa0d85bdec031cc2969e98ed41532a98336b9/coverage-7.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:5a03eaf7ec24078ad64a07f02e30060aaf22b91dedf31a6b24d0d98d2bba7f48", size = 248921, upload-time = "2025-10-15T15:13:43.715Z" }, - { url = "https://files.pythonhosted.org/packages/e8/1c/743c2ef665e6858cccb0f84377dfe3a4c25add51e8c7ef19249be92465b6/coverage-7.11.0-cp313-cp313-win32.whl", hash = "sha256:695340f698a5f56f795b2836abe6fb576e7c53d48cd155ad2f80fd24bc63a040", size = 218526, upload-time = "2025-10-15T15:13:45.336Z" }, - { url = "https://files.pythonhosted.org/packages/ff/d5/226daadfd1bf8ddbccefbd3aa3547d7b960fb48e1bdac124e2dd13a2b71a/coverage-7.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:2727d47fce3ee2bac648528e41455d1b0c46395a087a229deac75e9f88ba5a05", size = 219317, upload-time = "2025-10-15T15:13:47.401Z" }, - { url = "https://files.pythonhosted.org/packages/97/54/47db81dcbe571a48a298f206183ba8a7ba79200a37cd0d9f4788fcd2af4a/coverage-7.11.0-cp313-cp313-win_arm64.whl", hash = "sha256:0efa742f431529699712b92ecdf22de8ff198df41e43aeaaadf69973eb93f17a", size = 217948, upload-time = "2025-10-15T15:13:49.096Z" }, - { url = "https://files.pythonhosted.org/packages/e5/8b/cb68425420154e7e2a82fd779a8cc01549b6fa83c2ad3679cd6c088ebd07/coverage-7.11.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:587c38849b853b157706407e9ebdca8fd12f45869edb56defbef2daa5fb0812b", size = 216837, upload-time = "2025-10-15T15:13:51.09Z" }, - { url = "https://files.pythonhosted.org/packages/33/55/9d61b5765a025685e14659c8d07037247de6383c0385757544ffe4606475/coverage-7.11.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b971bdefdd75096163dd4261c74be813c4508477e39ff7b92191dea19f24cd37", size = 217061, upload-time = "2025-10-15T15:13:52.747Z" }, - { url = "https://files.pythonhosted.org/packages/52/85/292459c9186d70dcec6538f06ea251bc968046922497377bf4a1dc9a71de/coverage-7.11.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:269bfe913b7d5be12ab13a95f3a76da23cf147be7fa043933320ba5625f0a8de", size = 258398, upload-time = "2025-10-15T15:13:54.45Z" }, - { url = "https://files.pythonhosted.org/packages/1f/e2/46edd73fb8bf51446c41148d81944c54ed224854812b6ca549be25113ee0/coverage-7.11.0-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:dadbcce51a10c07b7c72b0ce4a25e4b6dcb0c0372846afb8e5b6307a121eb99f", size = 260574, upload-time = "2025-10-15T15:13:56.145Z" }, - { url = "https://files.pythonhosted.org/packages/07/5e/1df469a19007ff82e2ca8fe509822820a31e251f80ee7344c34f6cd2ec43/coverage-7.11.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9ed43fa22c6436f7957df036331f8fe4efa7af132054e1844918866cd228af6c", size = 262797, upload-time = "2025-10-15T15:13:58.635Z" }, - { url = "https://files.pythonhosted.org/packages/f9/50/de216b31a1434b94d9b34a964c09943c6be45069ec704bfc379d8d89a649/coverage-7.11.0-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:9516add7256b6713ec08359b7b05aeff8850c98d357784c7205b2e60aa2513fa", size = 257361, upload-time = "2025-10-15T15:14:00.409Z" }, - { url = "https://files.pythonhosted.org/packages/82/1e/3f9f8344a48111e152e0fd495b6fff13cc743e771a6050abf1627a7ba918/coverage-7.11.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:eb92e47c92fcbcdc692f428da67db33337fa213756f7adb6a011f7b5a7a20740", size = 260349, upload-time = "2025-10-15T15:14:02.188Z" }, - { url = "https://files.pythonhosted.org/packages/65/9b/3f52741f9e7d82124272f3070bbe316006a7de1bad1093f88d59bfc6c548/coverage-7.11.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:d06f4fc7acf3cabd6d74941d53329e06bab00a8fe10e4df2714f0b134bfc64ef", size = 258114, upload-time = "2025-10-15T15:14:03.907Z" }, - { url = "https://files.pythonhosted.org/packages/0b/8b/918f0e15f0365d50d3986bbd3338ca01178717ac5678301f3f547b6619e6/coverage-7.11.0-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:6fbcee1a8f056af07ecd344482f711f563a9eb1c2cad192e87df00338ec3cdb0", size = 256723, upload-time = "2025-10-15T15:14:06.324Z" }, - { url = "https://files.pythonhosted.org/packages/44/9e/7776829f82d3cf630878a7965a7d70cc6ca94f22c7d20ec4944f7148cb46/coverage-7.11.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dbbf012be5f32533a490709ad597ad8a8ff80c582a95adc8d62af664e532f9ca", size = 259238, upload-time = "2025-10-15T15:14:08.002Z" }, - { url = "https://files.pythonhosted.org/packages/9a/b8/49cf253e1e7a3bedb85199b201862dd7ca4859f75b6cf25ffa7298aa0760/coverage-7.11.0-cp313-cp313t-win32.whl", hash = "sha256:cee6291bb4fed184f1c2b663606a115c743df98a537c969c3c64b49989da96c2", size = 219180, upload-time = "2025-10-15T15:14:09.786Z" }, - { url = "https://files.pythonhosted.org/packages/ac/e1/1a541703826be7ae2125a0fb7f821af5729d56bb71e946e7b933cc7a89a4/coverage-7.11.0-cp313-cp313t-win_amd64.whl", hash = "sha256:a386c1061bf98e7ea4758e4313c0ab5ecf57af341ef0f43a0bf26c2477b5c268", size = 220241, upload-time = "2025-10-15T15:14:11.471Z" }, - { url = "https://files.pythonhosted.org/packages/d5/d1/5ee0e0a08621140fd418ec4020f595b4d52d7eb429ae6a0c6542b4ba6f14/coverage-7.11.0-cp313-cp313t-win_arm64.whl", hash = "sha256:f9ea02ef40bb83823b2b04964459d281688fe173e20643870bb5d2edf68bc836", size = 218510, upload-time = "2025-10-15T15:14:13.46Z" }, - { url = "https://files.pythonhosted.org/packages/f4/06/e923830c1985ce808e40a3fa3eb46c13350b3224b7da59757d37b6ce12b8/coverage-7.11.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:c770885b28fb399aaf2a65bbd1c12bf6f307ffd112d6a76c5231a94276f0c497", size = 216110, upload-time = "2025-10-15T15:14:15.157Z" }, - { url = "https://files.pythonhosted.org/packages/42/82/cdeed03bfead45203fb651ed756dfb5266028f5f939e7f06efac4041dad5/coverage-7.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a3d0e2087dba64c86a6b254f43e12d264b636a39e88c5cc0a01a7c71bcfdab7e", size = 216395, upload-time = "2025-10-15T15:14:16.863Z" }, - { url = "https://files.pythonhosted.org/packages/fc/ba/e1c80caffc3199aa699813f73ff097bc2df7b31642bdbc7493600a8f1de5/coverage-7.11.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:73feb83bb41c32811973b8565f3705caf01d928d972b72042b44e97c71fd70d1", size = 247433, upload-time = "2025-10-15T15:14:18.589Z" }, - { url = "https://files.pythonhosted.org/packages/80/c0/5b259b029694ce0a5bbc1548834c7ba3db41d3efd3474489d7efce4ceb18/coverage-7.11.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c6f31f281012235ad08f9a560976cc2fc9c95c17604ff3ab20120fe480169bca", size = 249970, upload-time = "2025-10-15T15:14:20.307Z" }, - { url = "https://files.pythonhosted.org/packages/8c/86/171b2b5e1aac7e2fd9b43f7158b987dbeb95f06d1fbecad54ad8163ae3e8/coverage-7.11.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e9570ad567f880ef675673992222746a124b9595506826b210fbe0ce3f0499cd", size = 251324, upload-time = "2025-10-15T15:14:22.419Z" }, - { url = "https://files.pythonhosted.org/packages/1a/7e/7e10414d343385b92024af3932a27a1caf75c6e27ee88ba211221ff1a145/coverage-7.11.0-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8badf70446042553a773547a61fecaa734b55dc738cacf20c56ab04b77425e43", size = 247445, upload-time = "2025-10-15T15:14:24.205Z" }, - { url = "https://files.pythonhosted.org/packages/c4/3b/e4f966b21f5be8c4bf86ad75ae94efa0de4c99c7bbb8114476323102e345/coverage-7.11.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a09c1211959903a479e389685b7feb8a17f59ec5a4ef9afde7650bd5eabc2777", size = 249324, upload-time = "2025-10-15T15:14:26.234Z" }, - { url = "https://files.pythonhosted.org/packages/00/a2/8479325576dfcd909244d0df215f077f47437ab852ab778cfa2f8bf4d954/coverage-7.11.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:5ef83b107f50db3f9ae40f69e34b3bd9337456c5a7fe3461c7abf8b75dd666a2", size = 247261, upload-time = "2025-10-15T15:14:28.42Z" }, - { url = "https://files.pythonhosted.org/packages/7b/d8/3a9e2db19d94d65771d0f2e21a9ea587d11b831332a73622f901157cc24b/coverage-7.11.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:f91f927a3215b8907e214af77200250bb6aae36eca3f760f89780d13e495388d", size = 247092, upload-time = "2025-10-15T15:14:30.784Z" }, - { url = "https://files.pythonhosted.org/packages/b3/b1/bbca3c472544f9e2ad2d5116b2379732957048be4b93a9c543fcd0207e5f/coverage-7.11.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:cdbcd376716d6b7fbfeedd687a6c4be019c5a5671b35f804ba76a4c0a778cba4", size = 248755, upload-time = "2025-10-15T15:14:32.585Z" }, - { url = "https://files.pythonhosted.org/packages/89/49/638d5a45a6a0f00af53d6b637c87007eb2297042186334e9923a61aa8854/coverage-7.11.0-cp314-cp314-win32.whl", hash = "sha256:bab7ec4bb501743edc63609320aaec8cd9188b396354f482f4de4d40a9d10721", size = 218793, upload-time = "2025-10-15T15:14:34.972Z" }, - { url = "https://files.pythonhosted.org/packages/30/cc/b675a51f2d068adb3cdf3799212c662239b0ca27f4691d1fff81b92ea850/coverage-7.11.0-cp314-cp314-win_amd64.whl", hash = "sha256:3d4ba9a449e9364a936a27322b20d32d8b166553bfe63059bd21527e681e2fad", size = 219587, upload-time = "2025-10-15T15:14:37.047Z" }, - { url = "https://files.pythonhosted.org/packages/93/98/5ac886876026de04f00820e5094fe22166b98dcb8b426bf6827aaf67048c/coverage-7.11.0-cp314-cp314-win_arm64.whl", hash = "sha256:ce37f215223af94ef0f75ac68ea096f9f8e8c8ec7d6e8c346ee45c0d363f0479", size = 218168, upload-time = "2025-10-15T15:14:38.861Z" }, - { url = "https://files.pythonhosted.org/packages/14/d1/b4145d35b3e3ecf4d917e97fc8895bcf027d854879ba401d9ff0f533f997/coverage-7.11.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:f413ce6e07e0d0dc9c433228727b619871532674b45165abafe201f200cc215f", size = 216850, upload-time = "2025-10-15T15:14:40.651Z" }, - { url = "https://files.pythonhosted.org/packages/ca/d1/7f645fc2eccd318369a8a9948acc447bb7c1ade2911e31d3c5620544c22b/coverage-7.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:05791e528a18f7072bf5998ba772fe29db4da1234c45c2087866b5ba4dea710e", size = 217071, upload-time = "2025-10-15T15:14:42.755Z" }, - { url = "https://files.pythonhosted.org/packages/54/7d/64d124649db2737ceced1dfcbdcb79898d5868d311730f622f8ecae84250/coverage-7.11.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:cacb29f420cfeb9283b803263c3b9a068924474ff19ca126ba9103e1278dfa44", size = 258570, upload-time = "2025-10-15T15:14:44.542Z" }, - { url = "https://files.pythonhosted.org/packages/6c/3f/6f5922f80dc6f2d8b2c6f974835c43f53eb4257a7797727e6ca5b7b2ec1f/coverage-7.11.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:314c24e700d7027ae3ab0d95fbf8d53544fca1f20345fd30cd219b737c6e58d3", size = 260738, upload-time = "2025-10-15T15:14:46.436Z" }, - { url = "https://files.pythonhosted.org/packages/0e/5f/9e883523c4647c860b3812b417a2017e361eca5b635ee658387dc11b13c1/coverage-7.11.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:630d0bd7a293ad2fc8b4b94e5758c8b2536fdf36c05f1681270203e463cbfa9b", size = 262994, upload-time = "2025-10-15T15:14:48.3Z" }, - { url = "https://files.pythonhosted.org/packages/07/bb/43b5a8e94c09c8bf51743ffc65c4c841a4ca5d3ed191d0a6919c379a1b83/coverage-7.11.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e89641f5175d65e2dbb44db15fe4ea48fade5d5bbb9868fdc2b4fce22f4a469d", size = 257282, upload-time = "2025-10-15T15:14:50.236Z" }, - { url = "https://files.pythonhosted.org/packages/aa/e5/0ead8af411411330b928733e1d201384b39251a5f043c1612970310e8283/coverage-7.11.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:c9f08ea03114a637dab06cedb2e914da9dc67fa52c6015c018ff43fdde25b9c2", size = 260430, upload-time = "2025-10-15T15:14:52.413Z" }, - { url = "https://files.pythonhosted.org/packages/ae/66/03dd8bb0ba5b971620dcaac145461950f6d8204953e535d2b20c6b65d729/coverage-7.11.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:ce9f3bde4e9b031eaf1eb61df95c1401427029ea1bfddb8621c1161dcb0fa02e", size = 258190, upload-time = "2025-10-15T15:14:54.268Z" }, - { url = "https://files.pythonhosted.org/packages/45/ae/28a9cce40bf3174426cb2f7e71ee172d98e7f6446dff936a7ccecee34b14/coverage-7.11.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:e4dc07e95495923d6fd4d6c27bf70769425b71c89053083843fd78f378558996", size = 256658, upload-time = "2025-10-15T15:14:56.436Z" }, - { url = "https://files.pythonhosted.org/packages/5c/7c/3a44234a8599513684bfc8684878fd7b126c2760f79712bb78c56f19efc4/coverage-7.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:424538266794db2861db4922b05d729ade0940ee69dcf0591ce8f69784db0e11", size = 259342, upload-time = "2025-10-15T15:14:58.538Z" }, - { url = "https://files.pythonhosted.org/packages/e1/e6/0108519cba871af0351725ebdb8660fd7a0fe2ba3850d56d32490c7d9b4b/coverage-7.11.0-cp314-cp314t-win32.whl", hash = "sha256:4c1eeb3fb8eb9e0190bebafd0462936f75717687117339f708f395fe455acc73", size = 219568, upload-time = "2025-10-15T15:15:00.382Z" }, - { url = "https://files.pythonhosted.org/packages/c9/76/44ba876e0942b4e62fdde23ccb029ddb16d19ba1bef081edd00857ba0b16/coverage-7.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b56efee146c98dbf2cf5cffc61b9829d1e94442df4d7398b26892a53992d3547", size = 220687, upload-time = "2025-10-15T15:15:02.322Z" }, - { url = "https://files.pythonhosted.org/packages/b9/0c/0df55ecb20d0d0ed5c322e10a441775e1a3a5d78c60f0c4e1abfe6fcf949/coverage-7.11.0-cp314-cp314t-win_arm64.whl", hash = "sha256:b5c2705afa83f49bd91962a4094b6b082f94aef7626365ab3f8f4bd159c5acf3", size = 218711, upload-time = "2025-10-15T15:15:04.575Z" }, - { url = "https://files.pythonhosted.org/packages/5f/04/642c1d8a448ae5ea1369eac8495740a79eb4e581a9fb0cbdce56bbf56da1/coverage-7.11.0-py3-none-any.whl", hash = "sha256:4b7589765348d78fb4e5fb6ea35d07564e387da2fc5efff62e0222971f155f68", size = 207761, upload-time = "2025-10-15T15:15:06.439Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/1c/38/ee22495420457259d2f3390309505ea98f98a5eed40901cf62196abad006/coverage-7.11.0.tar.gz", hash = "sha256:167bd504ac1ca2af7ff3b81d245dfea0292c5032ebef9d66cc08a7d28c1b8050", size = 811905 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/12/95/c49df0aceb5507a80b9fe5172d3d39bf23f05be40c23c8d77d556df96cec/coverage-7.11.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eb53f1e8adeeb2e78962bade0c08bfdc461853c7969706ed901821e009b35e31", size = 215800 }, + { url = "https://files.pythonhosted.org/packages/dc/c6/7bb46ce01ed634fff1d7bb53a54049f539971862cc388b304ff3c51b4f66/coverage-7.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d9a03ec6cb9f40a5c360f138b88266fd8f58408d71e89f536b4f91d85721d075", size = 216198 }, + { url = "https://files.pythonhosted.org/packages/94/b2/75d9d8fbf2900268aca5de29cd0a0fe671b0f69ef88be16767cc3c828b85/coverage-7.11.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:0d7f0616c557cbc3d1c2090334eddcbb70e1ae3a40b07222d62b3aa47f608fab", size = 242953 }, + { url = "https://files.pythonhosted.org/packages/65/ac/acaa984c18f440170525a8743eb4b6c960ace2dbad80dc22056a437fc3c6/coverage-7.11.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:e44a86a47bbdf83b0a3ea4d7df5410d6b1a0de984fbd805fa5101f3624b9abe0", size = 244766 }, + { url = "https://files.pythonhosted.org/packages/d8/0d/938d0bff76dfa4a6b228c3fc4b3e1c0e2ad4aa6200c141fcda2bd1170227/coverage-7.11.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:596763d2f9a0ee7eec6e643e29660def2eef297e1de0d334c78c08706f1cb785", size = 246625 }, + { url = "https://files.pythonhosted.org/packages/38/54/8f5f5e84bfa268df98f46b2cb396b1009734cfb1e5d6adb663d284893b32/coverage-7.11.0-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:ef55537ff511b5e0a43edb4c50a7bf7ba1c3eea20b4f49b1490f1e8e0e42c591", size = 243568 }, + { url = "https://files.pythonhosted.org/packages/68/30/8ba337c2877fe3f2e1af0ed7ff4be0c0c4aca44d6f4007040f3ca2255e99/coverage-7.11.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:9cbabd8f4d0d3dc571d77ae5bdbfa6afe5061e679a9d74b6797c48d143307088", size = 244665 }, + { url = "https://files.pythonhosted.org/packages/cc/fb/c6f1d6d9a665536b7dde2333346f0cc41dc6a60bd1ffc10cd5c33e7eb000/coverage-7.11.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:e24045453384e0ae2a587d562df2a04d852672eb63051d16096d3f08aa4c7c2f", size = 242681 }, + { url = "https://files.pythonhosted.org/packages/be/38/1b532319af5f991fa153c20373291dc65c2bf532af7dbcffdeef745c8f79/coverage-7.11.0-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:7161edd3426c8d19bdccde7d49e6f27f748f3c31cc350c5de7c633fea445d866", size = 242912 }, + { url = "https://files.pythonhosted.org/packages/67/3d/f39331c60ef6050d2a861dc1b514fa78f85f792820b68e8c04196ad733d6/coverage-7.11.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3d4ed4de17e692ba6415b0587bc7f12bc80915031fc9db46a23ce70fc88c9841", size = 243559 }, + { url = "https://files.pythonhosted.org/packages/4b/55/cb7c9df9d0495036ce582a8a2958d50c23cd73f84a23284bc23bd4711a6f/coverage-7.11.0-cp310-cp310-win32.whl", hash = "sha256:765c0bc8fe46f48e341ef737c91c715bd2a53a12792592296a095f0c237e09cf", size = 218266 }, + { url = "https://files.pythonhosted.org/packages/68/a8/b79cb275fa7bd0208767f89d57a1b5f6ba830813875738599741b97c2e04/coverage-7.11.0-cp310-cp310-win_amd64.whl", hash = "sha256:24d6f3128f1b2d20d84b24f4074475457faedc3d4613a7e66b5e769939c7d969", size = 219169 }, + { url = "https://files.pythonhosted.org/packages/49/3a/ee1074c15c408ddddddb1db7dd904f6b81bc524e01f5a1c5920e13dbde23/coverage-7.11.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3d58ecaa865c5b9fa56e35efc51d1014d4c0d22838815b9fce57a27dd9576847", size = 215912 }, + { url = "https://files.pythonhosted.org/packages/70/c4/9f44bebe5cb15f31608597b037d78799cc5f450044465bcd1ae8cb222fe1/coverage-7.11.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:b679e171f1c104a5668550ada700e3c4937110dbdd153b7ef9055c4f1a1ee3cc", size = 216310 }, + { url = "https://files.pythonhosted.org/packages/42/01/5e06077cfef92d8af926bdd86b84fb28bf9bc6ad27343d68be9b501d89f2/coverage-7.11.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:ca61691ba8c5b6797deb221a0d09d7470364733ea9c69425a640f1f01b7c5bf0", size = 246706 }, + { url = "https://files.pythonhosted.org/packages/40/b8/7a3f1f33b35cc4a6c37e759137533119560d06c0cc14753d1a803be0cd4a/coverage-7.11.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:aef1747ede4bd8ca9cfc04cc3011516500c6891f1b33a94add3253f6f876b7b7", size = 248634 }, + { url = "https://files.pythonhosted.org/packages/7a/41/7f987eb33de386bc4c665ab0bf98d15fcf203369d6aacae74f5dd8ec489a/coverage-7.11.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a1839d08406e4cba2953dcc0ffb312252f14d7c4c96919f70167611f4dee2623", size = 250741 }, + { url = "https://files.pythonhosted.org/packages/23/c1/a4e0ca6a4e83069fb8216b49b30a7352061ca0cb38654bd2dc96b7b3b7da/coverage-7.11.0-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e0eb0a2dcc62478eb5b4cbb80b97bdee852d7e280b90e81f11b407d0b81c4287", size = 246837 }, + { url = "https://files.pythonhosted.org/packages/5d/03/ced062a17f7c38b4728ff76c3acb40d8465634b20b4833cdb3cc3a74e115/coverage-7.11.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bc1fbea96343b53f65d5351d8fd3b34fd415a2670d7c300b06d3e14a5af4f552", size = 248429 }, + { url = "https://files.pythonhosted.org/packages/97/af/a7c6f194bb8c5a2705ae019036b8fe7f49ea818d638eedb15fdb7bed227c/coverage-7.11.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:214b622259dd0cf435f10241f1333d32caa64dbc27f8790ab693428a141723de", size = 246490 }, + { url = "https://files.pythonhosted.org/packages/ab/c3/aab4df02b04a8fde79068c3c41ad7a622b0ef2b12e1ed154da986a727c3f/coverage-7.11.0-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:258d9967520cca899695d4eb7ea38be03f06951d6ca2f21fb48b1235f791e601", size = 246208 }, + { url = "https://files.pythonhosted.org/packages/30/d8/e282ec19cd658238d60ed404f99ef2e45eed52e81b866ab1518c0d4163cf/coverage-7.11.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:cf9e6ff4ca908ca15c157c409d608da77a56a09877b97c889b98fb2c32b6465e", size = 247126 }, + { url = "https://files.pythonhosted.org/packages/d1/17/a635fa07fac23adb1a5451ec756216768c2767efaed2e4331710342a3399/coverage-7.11.0-cp311-cp311-win32.whl", hash = "sha256:fcc15fc462707b0680cff6242c48625da7f9a16a28a41bb8fd7a4280920e676c", size = 218314 }, + { url = "https://files.pythonhosted.org/packages/2a/29/2ac1dfcdd4ab9a70026edc8d715ece9b4be9a1653075c658ee6f271f394d/coverage-7.11.0-cp311-cp311-win_amd64.whl", hash = "sha256:865965bf955d92790f1facd64fe7ff73551bd2c1e7e6b26443934e9701ba30b9", size = 219203 }, + { url = "https://files.pythonhosted.org/packages/03/21/5ce8b3a0133179115af4c041abf2ee652395837cb896614beb8ce8ddcfd9/coverage-7.11.0-cp311-cp311-win_arm64.whl", hash = "sha256:5693e57a065760dcbeb292d60cc4d0231a6d4b6b6f6a3191561e1d5e8820b745", size = 217879 }, + { url = "https://files.pythonhosted.org/packages/c4/db/86f6906a7c7edc1a52b2c6682d6dd9be775d73c0dfe2b84f8923dfea5784/coverage-7.11.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9c49e77811cf9d024b95faf86c3f059b11c0c9be0b0d61bc598f453703bd6fd1", size = 216098 }, + { url = "https://files.pythonhosted.org/packages/21/54/e7b26157048c7ba555596aad8569ff903d6cd67867d41b75287323678ede/coverage-7.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a61e37a403a778e2cda2a6a39abcc895f1d984071942a41074b5c7ee31642007", size = 216331 }, + { url = "https://files.pythonhosted.org/packages/b9/19/1ce6bf444f858b83a733171306134a0544eaddf1ca8851ede6540a55b2ad/coverage-7.11.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:c79cae102bb3b1801e2ef1511fb50e91ec83a1ce466b2c7c25010d884336de46", size = 247825 }, + { url = "https://files.pythonhosted.org/packages/71/0b/d3bcbbc259fcced5fb67c5d78f6e7ee965f49760c14afd931e9e663a83b2/coverage-7.11.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:16ce17ceb5d211f320b62df002fa7016b7442ea0fd260c11cec8ce7730954893", size = 250573 }, + { url = "https://files.pythonhosted.org/packages/58/8d/b0ff3641a320abb047258d36ed1c21d16be33beed4152628331a1baf3365/coverage-7.11.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:80027673e9d0bd6aef86134b0771845e2da85755cf686e7c7c59566cf5a89115", size = 251706 }, + { url = "https://files.pythonhosted.org/packages/59/c8/5a586fe8c7b0458053d9c687f5cff515a74b66c85931f7fe17a1c958b4ac/coverage-7.11.0-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:4d3ffa07a08657306cd2215b0da53761c4d73cb54d9143b9303a6481ec0cd415", size = 248221 }, + { url = "https://files.pythonhosted.org/packages/d0/ff/3a25e3132804ba44cfa9a778cdf2b73dbbe63ef4b0945e39602fc896ba52/coverage-7.11.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a3b6a5f8b2524fd6c1066bc85bfd97e78709bb5e37b5b94911a6506b65f47186", size = 249624 }, + { url = "https://files.pythonhosted.org/packages/c5/12/ff10c8ce3895e1b17a73485ea79ebc1896a9e466a9d0f4aef63e0d17b718/coverage-7.11.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:fcc0a4aa589de34bc56e1a80a740ee0f8c47611bdfb28cd1849de60660f3799d", size = 247744 }, + { url = "https://files.pythonhosted.org/packages/16/02/d500b91f5471b2975947e0629b8980e5e90786fe316b6d7299852c1d793d/coverage-7.11.0-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:dba82204769d78c3fd31b35c3d5f46e06511936c5019c39f98320e05b08f794d", size = 247325 }, + { url = "https://files.pythonhosted.org/packages/77/11/dee0284fbbd9cd64cfce806b827452c6df3f100d9e66188e82dfe771d4af/coverage-7.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:81b335f03ba67309a95210caf3eb43bd6fe75a4e22ba653ef97b4696c56c7ec2", size = 249180 }, + { url = "https://files.pythonhosted.org/packages/59/1b/cdf1def928f0a150a057cab03286774e73e29c2395f0d30ce3d9e9f8e697/coverage-7.11.0-cp312-cp312-win32.whl", hash = "sha256:037b2d064c2f8cc8716fe4d39cb705779af3fbf1ba318dc96a1af858888c7bb5", size = 218479 }, + { url = "https://files.pythonhosted.org/packages/ff/55/e5884d55e031da9c15b94b90a23beccc9d6beee65e9835cd6da0a79e4f3a/coverage-7.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:d66c0104aec3b75e5fd897e7940188ea1892ca1d0235316bf89286d6a22568c0", size = 219290 }, + { url = "https://files.pythonhosted.org/packages/23/a8/faa930cfc71c1d16bc78f9a19bb73700464f9c331d9e547bfbc1dbd3a108/coverage-7.11.0-cp312-cp312-win_arm64.whl", hash = "sha256:d91ebeac603812a09cf6a886ba6e464f3bbb367411904ae3790dfe28311b15ad", size = 217924 }, + { url = "https://files.pythonhosted.org/packages/60/7f/85e4dfe65e400645464b25c036a26ac226cf3a69d4a50c3934c532491cdd/coverage-7.11.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:cc3f49e65ea6e0d5d9bd60368684fe52a704d46f9e7fc413918f18d046ec40e1", size = 216129 }, + { url = "https://files.pythonhosted.org/packages/96/5d/dc5fa98fea3c175caf9d360649cb1aa3715e391ab00dc78c4c66fabd7356/coverage-7.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f39ae2f63f37472c17b4990f794035c9890418b1b8cca75c01193f3c8d3e01be", size = 216380 }, + { url = "https://files.pythonhosted.org/packages/b2/f5/3da9cc9596708273385189289c0e4d8197d37a386bdf17619013554b3447/coverage-7.11.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7db53b5cdd2917b6eaadd0b1251cf4e7d96f4a8d24e174bdbdf2f65b5ea7994d", size = 247375 }, + { url = "https://files.pythonhosted.org/packages/65/6c/f7f59c342359a235559d2bc76b0c73cfc4bac7d61bb0df210965cb1ecffd/coverage-7.11.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:10ad04ac3a122048688387828b4537bc9cf60c0bf4869c1e9989c46e45690b82", size = 249978 }, + { url = "https://files.pythonhosted.org/packages/e7/8c/042dede2e23525e863bf1ccd2b92689692a148d8b5fd37c37899ba882645/coverage-7.11.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4036cc9c7983a2b1f2556d574d2eb2154ac6ed55114761685657e38782b23f52", size = 251253 }, + { url = "https://files.pythonhosted.org/packages/7b/a9/3c58df67bfa809a7bddd786356d9c5283e45d693edb5f3f55d0986dd905a/coverage-7.11.0-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:7ab934dd13b1c5e94b692b1e01bd87e4488cb746e3a50f798cb9464fd128374b", size = 247591 }, + { url = "https://files.pythonhosted.org/packages/26/5b/c7f32efd862ee0477a18c41e4761305de6ddd2d49cdeda0c1116227570fd/coverage-7.11.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:59a6e5a265f7cfc05f76e3bb53eca2e0dfe90f05e07e849930fecd6abb8f40b4", size = 249411 }, + { url = "https://files.pythonhosted.org/packages/76/b5/78cb4f1e86c1611431c990423ec0768122905b03837e1b4c6a6f388a858b/coverage-7.11.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:df01d6c4c81e15a7c88337b795bb7595a8596e92310266b5072c7e301168efbd", size = 247303 }, + { url = "https://files.pythonhosted.org/packages/87/c9/23c753a8641a330f45f221286e707c427e46d0ffd1719b080cedc984ec40/coverage-7.11.0-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:8c934bd088eed6174210942761e38ee81d28c46de0132ebb1801dbe36a390dcc", size = 247157 }, + { url = "https://files.pythonhosted.org/packages/c5/42/6e0cc71dc8a464486e944a4fa0d85bdec031cc2969e98ed41532a98336b9/coverage-7.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:5a03eaf7ec24078ad64a07f02e30060aaf22b91dedf31a6b24d0d98d2bba7f48", size = 248921 }, + { url = "https://files.pythonhosted.org/packages/e8/1c/743c2ef665e6858cccb0f84377dfe3a4c25add51e8c7ef19249be92465b6/coverage-7.11.0-cp313-cp313-win32.whl", hash = "sha256:695340f698a5f56f795b2836abe6fb576e7c53d48cd155ad2f80fd24bc63a040", size = 218526 }, + { url = "https://files.pythonhosted.org/packages/ff/d5/226daadfd1bf8ddbccefbd3aa3547d7b960fb48e1bdac124e2dd13a2b71a/coverage-7.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:2727d47fce3ee2bac648528e41455d1b0c46395a087a229deac75e9f88ba5a05", size = 219317 }, + { url = "https://files.pythonhosted.org/packages/97/54/47db81dcbe571a48a298f206183ba8a7ba79200a37cd0d9f4788fcd2af4a/coverage-7.11.0-cp313-cp313-win_arm64.whl", hash = "sha256:0efa742f431529699712b92ecdf22de8ff198df41e43aeaaadf69973eb93f17a", size = 217948 }, + { url = "https://files.pythonhosted.org/packages/e5/8b/cb68425420154e7e2a82fd779a8cc01549b6fa83c2ad3679cd6c088ebd07/coverage-7.11.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:587c38849b853b157706407e9ebdca8fd12f45869edb56defbef2daa5fb0812b", size = 216837 }, + { url = "https://files.pythonhosted.org/packages/33/55/9d61b5765a025685e14659c8d07037247de6383c0385757544ffe4606475/coverage-7.11.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b971bdefdd75096163dd4261c74be813c4508477e39ff7b92191dea19f24cd37", size = 217061 }, + { url = "https://files.pythonhosted.org/packages/52/85/292459c9186d70dcec6538f06ea251bc968046922497377bf4a1dc9a71de/coverage-7.11.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:269bfe913b7d5be12ab13a95f3a76da23cf147be7fa043933320ba5625f0a8de", size = 258398 }, + { url = "https://files.pythonhosted.org/packages/1f/e2/46edd73fb8bf51446c41148d81944c54ed224854812b6ca549be25113ee0/coverage-7.11.0-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:dadbcce51a10c07b7c72b0ce4a25e4b6dcb0c0372846afb8e5b6307a121eb99f", size = 260574 }, + { url = "https://files.pythonhosted.org/packages/07/5e/1df469a19007ff82e2ca8fe509822820a31e251f80ee7344c34f6cd2ec43/coverage-7.11.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9ed43fa22c6436f7957df036331f8fe4efa7af132054e1844918866cd228af6c", size = 262797 }, + { url = "https://files.pythonhosted.org/packages/f9/50/de216b31a1434b94d9b34a964c09943c6be45069ec704bfc379d8d89a649/coverage-7.11.0-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:9516add7256b6713ec08359b7b05aeff8850c98d357784c7205b2e60aa2513fa", size = 257361 }, + { url = "https://files.pythonhosted.org/packages/82/1e/3f9f8344a48111e152e0fd495b6fff13cc743e771a6050abf1627a7ba918/coverage-7.11.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:eb92e47c92fcbcdc692f428da67db33337fa213756f7adb6a011f7b5a7a20740", size = 260349 }, + { url = "https://files.pythonhosted.org/packages/65/9b/3f52741f9e7d82124272f3070bbe316006a7de1bad1093f88d59bfc6c548/coverage-7.11.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:d06f4fc7acf3cabd6d74941d53329e06bab00a8fe10e4df2714f0b134bfc64ef", size = 258114 }, + { url = "https://files.pythonhosted.org/packages/0b/8b/918f0e15f0365d50d3986bbd3338ca01178717ac5678301f3f547b6619e6/coverage-7.11.0-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:6fbcee1a8f056af07ecd344482f711f563a9eb1c2cad192e87df00338ec3cdb0", size = 256723 }, + { url = "https://files.pythonhosted.org/packages/44/9e/7776829f82d3cf630878a7965a7d70cc6ca94f22c7d20ec4944f7148cb46/coverage-7.11.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dbbf012be5f32533a490709ad597ad8a8ff80c582a95adc8d62af664e532f9ca", size = 259238 }, + { url = "https://files.pythonhosted.org/packages/9a/b8/49cf253e1e7a3bedb85199b201862dd7ca4859f75b6cf25ffa7298aa0760/coverage-7.11.0-cp313-cp313t-win32.whl", hash = "sha256:cee6291bb4fed184f1c2b663606a115c743df98a537c969c3c64b49989da96c2", size = 219180 }, + { url = "https://files.pythonhosted.org/packages/ac/e1/1a541703826be7ae2125a0fb7f821af5729d56bb71e946e7b933cc7a89a4/coverage-7.11.0-cp313-cp313t-win_amd64.whl", hash = "sha256:a386c1061bf98e7ea4758e4313c0ab5ecf57af341ef0f43a0bf26c2477b5c268", size = 220241 }, + { url = "https://files.pythonhosted.org/packages/d5/d1/5ee0e0a08621140fd418ec4020f595b4d52d7eb429ae6a0c6542b4ba6f14/coverage-7.11.0-cp313-cp313t-win_arm64.whl", hash = "sha256:f9ea02ef40bb83823b2b04964459d281688fe173e20643870bb5d2edf68bc836", size = 218510 }, + { url = "https://files.pythonhosted.org/packages/f4/06/e923830c1985ce808e40a3fa3eb46c13350b3224b7da59757d37b6ce12b8/coverage-7.11.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:c770885b28fb399aaf2a65bbd1c12bf6f307ffd112d6a76c5231a94276f0c497", size = 216110 }, + { url = "https://files.pythonhosted.org/packages/42/82/cdeed03bfead45203fb651ed756dfb5266028f5f939e7f06efac4041dad5/coverage-7.11.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a3d0e2087dba64c86a6b254f43e12d264b636a39e88c5cc0a01a7c71bcfdab7e", size = 216395 }, + { url = "https://files.pythonhosted.org/packages/fc/ba/e1c80caffc3199aa699813f73ff097bc2df7b31642bdbc7493600a8f1de5/coverage-7.11.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:73feb83bb41c32811973b8565f3705caf01d928d972b72042b44e97c71fd70d1", size = 247433 }, + { url = "https://files.pythonhosted.org/packages/80/c0/5b259b029694ce0a5bbc1548834c7ba3db41d3efd3474489d7efce4ceb18/coverage-7.11.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c6f31f281012235ad08f9a560976cc2fc9c95c17604ff3ab20120fe480169bca", size = 249970 }, + { url = "https://files.pythonhosted.org/packages/8c/86/171b2b5e1aac7e2fd9b43f7158b987dbeb95f06d1fbecad54ad8163ae3e8/coverage-7.11.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e9570ad567f880ef675673992222746a124b9595506826b210fbe0ce3f0499cd", size = 251324 }, + { url = "https://files.pythonhosted.org/packages/1a/7e/7e10414d343385b92024af3932a27a1caf75c6e27ee88ba211221ff1a145/coverage-7.11.0-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:8badf70446042553a773547a61fecaa734b55dc738cacf20c56ab04b77425e43", size = 247445 }, + { url = "https://files.pythonhosted.org/packages/c4/3b/e4f966b21f5be8c4bf86ad75ae94efa0de4c99c7bbb8114476323102e345/coverage-7.11.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a09c1211959903a479e389685b7feb8a17f59ec5a4ef9afde7650bd5eabc2777", size = 249324 }, + { url = "https://files.pythonhosted.org/packages/00/a2/8479325576dfcd909244d0df215f077f47437ab852ab778cfa2f8bf4d954/coverage-7.11.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:5ef83b107f50db3f9ae40f69e34b3bd9337456c5a7fe3461c7abf8b75dd666a2", size = 247261 }, + { url = "https://files.pythonhosted.org/packages/7b/d8/3a9e2db19d94d65771d0f2e21a9ea587d11b831332a73622f901157cc24b/coverage-7.11.0-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:f91f927a3215b8907e214af77200250bb6aae36eca3f760f89780d13e495388d", size = 247092 }, + { url = "https://files.pythonhosted.org/packages/b3/b1/bbca3c472544f9e2ad2d5116b2379732957048be4b93a9c543fcd0207e5f/coverage-7.11.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:cdbcd376716d6b7fbfeedd687a6c4be019c5a5671b35f804ba76a4c0a778cba4", size = 248755 }, + { url = "https://files.pythonhosted.org/packages/89/49/638d5a45a6a0f00af53d6b637c87007eb2297042186334e9923a61aa8854/coverage-7.11.0-cp314-cp314-win32.whl", hash = "sha256:bab7ec4bb501743edc63609320aaec8cd9188b396354f482f4de4d40a9d10721", size = 218793 }, + { url = "https://files.pythonhosted.org/packages/30/cc/b675a51f2d068adb3cdf3799212c662239b0ca27f4691d1fff81b92ea850/coverage-7.11.0-cp314-cp314-win_amd64.whl", hash = "sha256:3d4ba9a449e9364a936a27322b20d32d8b166553bfe63059bd21527e681e2fad", size = 219587 }, + { url = "https://files.pythonhosted.org/packages/93/98/5ac886876026de04f00820e5094fe22166b98dcb8b426bf6827aaf67048c/coverage-7.11.0-cp314-cp314-win_arm64.whl", hash = "sha256:ce37f215223af94ef0f75ac68ea096f9f8e8c8ec7d6e8c346ee45c0d363f0479", size = 218168 }, + { url = "https://files.pythonhosted.org/packages/14/d1/b4145d35b3e3ecf4d917e97fc8895bcf027d854879ba401d9ff0f533f997/coverage-7.11.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:f413ce6e07e0d0dc9c433228727b619871532674b45165abafe201f200cc215f", size = 216850 }, + { url = "https://files.pythonhosted.org/packages/ca/d1/7f645fc2eccd318369a8a9948acc447bb7c1ade2911e31d3c5620544c22b/coverage-7.11.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:05791e528a18f7072bf5998ba772fe29db4da1234c45c2087866b5ba4dea710e", size = 217071 }, + { url = "https://files.pythonhosted.org/packages/54/7d/64d124649db2737ceced1dfcbdcb79898d5868d311730f622f8ecae84250/coverage-7.11.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:cacb29f420cfeb9283b803263c3b9a068924474ff19ca126ba9103e1278dfa44", size = 258570 }, + { url = "https://files.pythonhosted.org/packages/6c/3f/6f5922f80dc6f2d8b2c6f974835c43f53eb4257a7797727e6ca5b7b2ec1f/coverage-7.11.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:314c24e700d7027ae3ab0d95fbf8d53544fca1f20345fd30cd219b737c6e58d3", size = 260738 }, + { url = "https://files.pythonhosted.org/packages/0e/5f/9e883523c4647c860b3812b417a2017e361eca5b635ee658387dc11b13c1/coverage-7.11.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:630d0bd7a293ad2fc8b4b94e5758c8b2536fdf36c05f1681270203e463cbfa9b", size = 262994 }, + { url = "https://files.pythonhosted.org/packages/07/bb/43b5a8e94c09c8bf51743ffc65c4c841a4ca5d3ed191d0a6919c379a1b83/coverage-7.11.0-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e89641f5175d65e2dbb44db15fe4ea48fade5d5bbb9868fdc2b4fce22f4a469d", size = 257282 }, + { url = "https://files.pythonhosted.org/packages/aa/e5/0ead8af411411330b928733e1d201384b39251a5f043c1612970310e8283/coverage-7.11.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:c9f08ea03114a637dab06cedb2e914da9dc67fa52c6015c018ff43fdde25b9c2", size = 260430 }, + { url = "https://files.pythonhosted.org/packages/ae/66/03dd8bb0ba5b971620dcaac145461950f6d8204953e535d2b20c6b65d729/coverage-7.11.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:ce9f3bde4e9b031eaf1eb61df95c1401427029ea1bfddb8621c1161dcb0fa02e", size = 258190 }, + { url = "https://files.pythonhosted.org/packages/45/ae/28a9cce40bf3174426cb2f7e71ee172d98e7f6446dff936a7ccecee34b14/coverage-7.11.0-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:e4dc07e95495923d6fd4d6c27bf70769425b71c89053083843fd78f378558996", size = 256658 }, + { url = "https://files.pythonhosted.org/packages/5c/7c/3a44234a8599513684bfc8684878fd7b126c2760f79712bb78c56f19efc4/coverage-7.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:424538266794db2861db4922b05d729ade0940ee69dcf0591ce8f69784db0e11", size = 259342 }, + { url = "https://files.pythonhosted.org/packages/e1/e6/0108519cba871af0351725ebdb8660fd7a0fe2ba3850d56d32490c7d9b4b/coverage-7.11.0-cp314-cp314t-win32.whl", hash = "sha256:4c1eeb3fb8eb9e0190bebafd0462936f75717687117339f708f395fe455acc73", size = 219568 }, + { url = "https://files.pythonhosted.org/packages/c9/76/44ba876e0942b4e62fdde23ccb029ddb16d19ba1bef081edd00857ba0b16/coverage-7.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b56efee146c98dbf2cf5cffc61b9829d1e94442df4d7398b26892a53992d3547", size = 220687 }, + { url = "https://files.pythonhosted.org/packages/b9/0c/0df55ecb20d0d0ed5c322e10a441775e1a3a5d78c60f0c4e1abfe6fcf949/coverage-7.11.0-cp314-cp314t-win_arm64.whl", hash = "sha256:b5c2705afa83f49bd91962a4094b6b082f94aef7626365ab3f8f4bd159c5acf3", size = 218711 }, + { url = "https://files.pythonhosted.org/packages/5f/04/642c1d8a448ae5ea1369eac8495740a79eb4e581a9fb0cbdce56bbf56da1/coverage-7.11.0-py3-none-any.whl", hash = "sha256:4b7589765348d78fb4e5fb6ea35d07564e387da2fc5efff62e0222971f155f68", size = 207761 }, ] [package.optional-dependencies] @@ -1503,9 +1507,9 @@ dependencies = [ { name = "python-dateutil", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pytz", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/ad/2f/44d1ae153a0e27be56be43465e5cb39b9650c781e001e7864389deb25090/croniter-6.0.0.tar.gz", hash = "sha256:37c504b313956114a983ece2c2b07790b1f1094fe9d81cc94739214748255577", size = 64481, upload-time = "2024-12-17T17:17:47.32Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ad/2f/44d1ae153a0e27be56be43465e5cb39b9650c781e001e7864389deb25090/croniter-6.0.0.tar.gz", hash = "sha256:37c504b313956114a983ece2c2b07790b1f1094fe9d81cc94739214748255577", size = 64481 } wheels = [ - { url = "https://files.pythonhosted.org/packages/07/4b/290b4c3efd6417a8b0c284896de19b1d5855e6dbdb97d2a35e68fa42de85/croniter-6.0.0-py2.py3-none-any.whl", hash = "sha256:2f878c3856f17896979b2a4379ba1f09c83e374931ea15cc835c5dd2eee9b368", size = 25468, upload-time = "2024-12-17T17:17:45.359Z" }, + { url = "https://files.pythonhosted.org/packages/07/4b/290b4c3efd6417a8b0c284896de19b1d5855e6dbdb97d2a35e68fa42de85/croniter-6.0.0-py2.py3-none-any.whl", hash = "sha256:2f878c3856f17896979b2a4379ba1f09c83e374931ea15cc835c5dd2eee9b368", size = 25468 }, ] [[package]] @@ -1516,99 +1520,99 @@ dependencies = [ { name = "cffi", marker = "(platform_python_implementation != 'PyPy' and sys_platform == 'darwin') or (platform_python_implementation != 'PyPy' and sys_platform == 'linux') or (platform_python_implementation != 'PyPy' and sys_platform == 'win32')" }, { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/9f/33/c00162f49c0e2fe8064a62cb92b93e50c74a72bc370ab92f86112b33ff62/cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1", size = 749258, upload-time = "2025-10-15T23:18:31.74Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/1d/42/9c391dd801d6cf0d561b5890549d4b27bafcc53b39c31a817e69d87c625b/cryptography-46.0.3-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a", size = 7225004, upload-time = "2025-10-15T23:16:52.239Z" }, - { url = "https://files.pythonhosted.org/packages/1c/67/38769ca6b65f07461eb200e85fc1639b438bdc667be02cf7f2cd6a64601c/cryptography-46.0.3-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc", size = 4296667, upload-time = "2025-10-15T23:16:54.369Z" }, - { url = "https://files.pythonhosted.org/packages/5c/49/498c86566a1d80e978b42f0d702795f69887005548c041636df6ae1ca64c/cryptography-46.0.3-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:01ca9ff2885f3acc98c29f1860552e37f6d7c7d013d7334ff2a9de43a449315d", size = 4450807, upload-time = "2025-10-15T23:16:56.414Z" }, - { url = "https://files.pythonhosted.org/packages/4b/0a/863a3604112174c8624a2ac3c038662d9e59970c7f926acdcfaed8d61142/cryptography-46.0.3-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:6eae65d4c3d33da080cff9c4ab1f711b15c1d9760809dad6ea763f3812d254cb", size = 4299615, upload-time = "2025-10-15T23:16:58.442Z" }, - { url = "https://files.pythonhosted.org/packages/64/02/b73a533f6b64a69f3cd3872acb6ebc12aef924d8d103133bb3ea750dc703/cryptography-46.0.3-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e5bf0ed4490068a2e72ac03d786693adeb909981cc596425d09032d372bcc849", size = 4016800, upload-time = "2025-10-15T23:17:00.378Z" }, - { url = "https://files.pythonhosted.org/packages/25/d5/16e41afbfa450cde85a3b7ec599bebefaef16b5c6ba4ec49a3532336ed72/cryptography-46.0.3-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:5ecfccd2329e37e9b7112a888e76d9feca2347f12f37918facbb893d7bb88ee8", size = 4984707, upload-time = "2025-10-15T23:17:01.98Z" }, - { url = "https://files.pythonhosted.org/packages/c9/56/e7e69b427c3878352c2fb9b450bd0e19ed552753491d39d7d0a2f5226d41/cryptography-46.0.3-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:a2c0cd47381a3229c403062f764160d57d4d175e022c1df84e168c6251a22eec", size = 4482541, upload-time = "2025-10-15T23:17:04.078Z" }, - { url = "https://files.pythonhosted.org/packages/78/f6/50736d40d97e8483172f1bb6e698895b92a223dba513b0ca6f06b2365339/cryptography-46.0.3-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:549e234ff32571b1f4076ac269fcce7a808d3bf98b76c8dd560e42dbc66d7d91", size = 4299464, upload-time = "2025-10-15T23:17:05.483Z" }, - { url = "https://files.pythonhosted.org/packages/00/de/d8e26b1a855f19d9994a19c702fa2e93b0456beccbcfe437eda00e0701f2/cryptography-46.0.3-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:c0a7bb1a68a5d3471880e264621346c48665b3bf1c3759d682fc0864c540bd9e", size = 4950838, upload-time = "2025-10-15T23:17:07.425Z" }, - { url = "https://files.pythonhosted.org/packages/8f/29/798fc4ec461a1c9e9f735f2fc58741b0daae30688f41b2497dcbc9ed1355/cryptography-46.0.3-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:10b01676fc208c3e6feeb25a8b83d81767e8059e1fe86e1dc62d10a3018fa926", size = 4481596, upload-time = "2025-10-15T23:17:09.343Z" }, - { url = "https://files.pythonhosted.org/packages/15/8d/03cd48b20a573adfff7652b76271078e3045b9f49387920e7f1f631d125e/cryptography-46.0.3-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:0abf1ffd6e57c67e92af68330d05760b7b7efb243aab8377e583284dbab72c71", size = 4426782, upload-time = "2025-10-15T23:17:11.22Z" }, - { url = "https://files.pythonhosted.org/packages/fa/b1/ebacbfe53317d55cf33165bda24c86523497a6881f339f9aae5c2e13e57b/cryptography-46.0.3-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a04bee9ab6a4da801eb9b51f1b708a1b5b5c9eb48c03f74198464c66f0d344ac", size = 4698381, upload-time = "2025-10-15T23:17:12.829Z" }, - { url = "https://files.pythonhosted.org/packages/96/92/8a6a9525893325fc057a01f654d7efc2c64b9de90413adcf605a85744ff4/cryptography-46.0.3-cp311-abi3-win32.whl", hash = "sha256:f260d0d41e9b4da1ed1e0f1ce571f97fe370b152ab18778e9e8f67d6af432018", size = 3055988, upload-time = "2025-10-15T23:17:14.65Z" }, - { url = "https://files.pythonhosted.org/packages/7e/bf/80fbf45253ea585a1e492a6a17efcb93467701fa79e71550a430c5e60df0/cryptography-46.0.3-cp311-abi3-win_amd64.whl", hash = "sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb", size = 3514451, upload-time = "2025-10-15T23:17:16.142Z" }, - { url = "https://files.pythonhosted.org/packages/2e/af/9b302da4c87b0beb9db4e756386a7c6c5b8003cd0e742277888d352ae91d/cryptography-46.0.3-cp311-abi3-win_arm64.whl", hash = "sha256:5d7f93296ee28f68447397bf5198428c9aeeab45705a55d53a6343455dcb2c3c", size = 2928007, upload-time = "2025-10-15T23:17:18.04Z" }, - { url = "https://files.pythonhosted.org/packages/f5/e2/a510aa736755bffa9d2f75029c229111a1d02f8ecd5de03078f4c18d91a3/cryptography-46.0.3-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:00a5e7e87938e5ff9ff5447ab086a5706a957137e6e433841e9d24f38a065217", size = 7158012, upload-time = "2025-10-15T23:17:19.982Z" }, - { url = "https://files.pythonhosted.org/packages/73/dc/9aa866fbdbb95b02e7f9d086f1fccfeebf8953509b87e3f28fff927ff8a0/cryptography-46.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:c8daeb2d2174beb4575b77482320303f3d39b8e81153da4f0fb08eb5fe86a6c5", size = 4288728, upload-time = "2025-10-15T23:17:21.527Z" }, - { url = "https://files.pythonhosted.org/packages/c5/fd/bc1daf8230eaa075184cbbf5f8cd00ba9db4fd32d63fb83da4671b72ed8a/cryptography-46.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:39b6755623145ad5eff1dab323f4eae2a32a77a7abef2c5089a04a3d04366715", size = 4435078, upload-time = "2025-10-15T23:17:23.042Z" }, - { url = "https://files.pythonhosted.org/packages/82/98/d3bd5407ce4c60017f8ff9e63ffee4200ab3e23fe05b765cab805a7db008/cryptography-46.0.3-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:db391fa7c66df6762ee3f00c95a89e6d428f4d60e7abc8328f4fe155b5ac6e54", size = 4293460, upload-time = "2025-10-15T23:17:24.885Z" }, - { url = "https://files.pythonhosted.org/packages/26/e9/e23e7900983c2b8af7a08098db406cf989d7f09caea7897e347598d4cd5b/cryptography-46.0.3-cp314-cp314t-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:78a97cf6a8839a48c49271cdcbd5cf37ca2c1d6b7fdd86cc864f302b5e9bf459", size = 3995237, upload-time = "2025-10-15T23:17:26.449Z" }, - { url = "https://files.pythonhosted.org/packages/91/15/af68c509d4a138cfe299d0d7ddb14afba15233223ebd933b4bbdbc7155d3/cryptography-46.0.3-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:dfb781ff7eaa91a6f7fd41776ec37c5853c795d3b358d4896fdbb5df168af422", size = 4967344, upload-time = "2025-10-15T23:17:28.06Z" }, - { url = "https://files.pythonhosted.org/packages/ca/e3/8643d077c53868b681af077edf6b3cb58288b5423610f21c62aadcbe99f4/cryptography-46.0.3-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:6f61efb26e76c45c4a227835ddeae96d83624fb0d29eb5df5b96e14ed1a0afb7", size = 4466564, upload-time = "2025-10-15T23:17:29.665Z" }, - { url = "https://files.pythonhosted.org/packages/0e/43/c1e8726fa59c236ff477ff2b5dc071e54b21e5a1e51aa2cee1676f1c986f/cryptography-46.0.3-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:23b1a8f26e43f47ceb6d6a43115f33a5a37d57df4ea0ca295b780ae8546e8044", size = 4292415, upload-time = "2025-10-15T23:17:31.686Z" }, - { url = "https://files.pythonhosted.org/packages/42/f9/2f8fefdb1aee8a8e3256a0568cffc4e6d517b256a2fe97a029b3f1b9fe7e/cryptography-46.0.3-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:b419ae593c86b87014b9be7396b385491ad7f320bde96826d0dd174459e54665", size = 4931457, upload-time = "2025-10-15T23:17:33.478Z" }, - { url = "https://files.pythonhosted.org/packages/79/30/9b54127a9a778ccd6d27c3da7563e9f2d341826075ceab89ae3b41bf5be2/cryptography-46.0.3-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:50fc3343ac490c6b08c0cf0d704e881d0d660be923fd3076db3e932007e726e3", size = 4466074, upload-time = "2025-10-15T23:17:35.158Z" }, - { url = "https://files.pythonhosted.org/packages/ac/68/b4f4a10928e26c941b1b6a179143af9f4d27d88fe84a6a3c53592d2e76bf/cryptography-46.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:22d7e97932f511d6b0b04f2bfd818d73dcd5928db509460aaf48384778eb6d20", size = 4420569, upload-time = "2025-10-15T23:17:37.188Z" }, - { url = "https://files.pythonhosted.org/packages/a3/49/3746dab4c0d1979888f125226357d3262a6dd40e114ac29e3d2abdf1ec55/cryptography-46.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:d55f3dffadd674514ad19451161118fd010988540cee43d8bc20675e775925de", size = 4681941, upload-time = "2025-10-15T23:17:39.236Z" }, - { url = "https://files.pythonhosted.org/packages/fd/30/27654c1dbaf7e4a3531fa1fc77986d04aefa4d6d78259a62c9dc13d7ad36/cryptography-46.0.3-cp314-cp314t-win32.whl", hash = "sha256:8a6e050cb6164d3f830453754094c086ff2d0b2f3a897a1d9820f6139a1f0914", size = 3022339, upload-time = "2025-10-15T23:17:40.888Z" }, - { url = "https://files.pythonhosted.org/packages/f6/30/640f34ccd4d2a1bc88367b54b926b781b5a018d65f404d409aba76a84b1c/cryptography-46.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:760f83faa07f8b64e9c33fc963d790a2edb24efb479e3520c14a45741cd9b2db", size = 3494315, upload-time = "2025-10-15T23:17:42.769Z" }, - { url = "https://files.pythonhosted.org/packages/ba/8b/88cc7e3bd0a8e7b861f26981f7b820e1f46aa9d26cc482d0feba0ecb4919/cryptography-46.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:516ea134e703e9fe26bcd1277a4b59ad30586ea90c365a87781d7887a646fe21", size = 2919331, upload-time = "2025-10-15T23:17:44.468Z" }, - { url = "https://files.pythonhosted.org/packages/fd/23/45fe7f376a7df8daf6da3556603b36f53475a99ce4faacb6ba2cf3d82021/cryptography-46.0.3-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:cb3d760a6117f621261d662bccc8ef5bc32ca673e037c83fbe565324f5c46936", size = 7218248, upload-time = "2025-10-15T23:17:46.294Z" }, - { url = "https://files.pythonhosted.org/packages/27/32/b68d27471372737054cbd34c84981f9edbc24fe67ca225d389799614e27f/cryptography-46.0.3-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:4b7387121ac7d15e550f5cb4a43aef2559ed759c35df7336c402bb8275ac9683", size = 4294089, upload-time = "2025-10-15T23:17:48.269Z" }, - { url = "https://files.pythonhosted.org/packages/26/42/fa8389d4478368743e24e61eea78846a0006caffaf72ea24a15159215a14/cryptography-46.0.3-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:15ab9b093e8f09daab0f2159bb7e47532596075139dd74365da52ecc9cb46c5d", size = 4440029, upload-time = "2025-10-15T23:17:49.837Z" }, - { url = "https://files.pythonhosted.org/packages/5f/eb/f483db0ec5ac040824f269e93dd2bd8a21ecd1027e77ad7bdf6914f2fd80/cryptography-46.0.3-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:46acf53b40ea38f9c6c229599a4a13f0d46a6c3fa9ef19fc1a124d62e338dfa0", size = 4297222, upload-time = "2025-10-15T23:17:51.357Z" }, - { url = "https://files.pythonhosted.org/packages/fd/cf/da9502c4e1912cb1da3807ea3618a6829bee8207456fbbeebc361ec38ba3/cryptography-46.0.3-cp38-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:10ca84c4668d066a9878890047f03546f3ae0a6b8b39b697457b7757aaf18dbc", size = 4012280, upload-time = "2025-10-15T23:17:52.964Z" }, - { url = "https://files.pythonhosted.org/packages/6b/8f/9adb86b93330e0df8b3dcf03eae67c33ba89958fc2e03862ef1ac2b42465/cryptography-46.0.3-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:36e627112085bb3b81b19fed209c05ce2a52ee8b15d161b7c643a7d5a88491f3", size = 4978958, upload-time = "2025-10-15T23:17:54.965Z" }, - { url = "https://files.pythonhosted.org/packages/d1/a0/5fa77988289c34bdb9f913f5606ecc9ada1adb5ae870bd0d1054a7021cc4/cryptography-46.0.3-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:1000713389b75c449a6e979ffc7dcc8ac90b437048766cef052d4d30b8220971", size = 4473714, upload-time = "2025-10-15T23:17:56.754Z" }, - { url = "https://files.pythonhosted.org/packages/14/e5/fc82d72a58d41c393697aa18c9abe5ae1214ff6f2a5c18ac470f92777895/cryptography-46.0.3-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:b02cf04496f6576afffef5ddd04a0cb7d49cf6be16a9059d793a30b035f6b6ac", size = 4296970, upload-time = "2025-10-15T23:17:58.588Z" }, - { url = "https://files.pythonhosted.org/packages/78/06/5663ed35438d0b09056973994f1aec467492b33bd31da36e468b01ec1097/cryptography-46.0.3-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:71e842ec9bc7abf543b47cf86b9a743baa95f4677d22baa4c7d5c69e49e9bc04", size = 4940236, upload-time = "2025-10-15T23:18:00.897Z" }, - { url = "https://files.pythonhosted.org/packages/fc/59/873633f3f2dcd8a053b8dd1d38f783043b5fce589c0f6988bf55ef57e43e/cryptography-46.0.3-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:402b58fc32614f00980b66d6e56a5b4118e6cb362ae8f3fda141ba4689bd4506", size = 4472642, upload-time = "2025-10-15T23:18:02.749Z" }, - { url = "https://files.pythonhosted.org/packages/3d/39/8e71f3930e40f6877737d6f69248cf74d4e34b886a3967d32f919cc50d3b/cryptography-46.0.3-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ef639cb3372f69ec44915fafcd6698b6cc78fbe0c2ea41be867f6ed612811963", size = 4423126, upload-time = "2025-10-15T23:18:04.85Z" }, - { url = "https://files.pythonhosted.org/packages/cd/c7/f65027c2810e14c3e7268353b1681932b87e5a48e65505d8cc17c99e36ae/cryptography-46.0.3-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:3b51b8ca4f1c6453d8829e1eb7299499ca7f313900dd4d89a24b8b87c0a780d4", size = 4686573, upload-time = "2025-10-15T23:18:06.908Z" }, - { url = "https://files.pythonhosted.org/packages/0a/6e/1c8331ddf91ca4730ab3086a0f1be19c65510a33b5a441cb334e7a2d2560/cryptography-46.0.3-cp38-abi3-win32.whl", hash = "sha256:6276eb85ef938dc035d59b87c8a7dc559a232f954962520137529d77b18ff1df", size = 3036695, upload-time = "2025-10-15T23:18:08.672Z" }, - { url = "https://files.pythonhosted.org/packages/90/45/b0d691df20633eff80955a0fc7695ff9051ffce8b69741444bd9ed7bd0db/cryptography-46.0.3-cp38-abi3-win_amd64.whl", hash = "sha256:416260257577718c05135c55958b674000baef9a1c7d9e8f306ec60d71db850f", size = 3501720, upload-time = "2025-10-15T23:18:10.632Z" }, - { url = "https://files.pythonhosted.org/packages/e8/cb/2da4cc83f5edb9c3257d09e1e7ab7b23f049c7962cae8d842bbef0a9cec9/cryptography-46.0.3-cp38-abi3-win_arm64.whl", hash = "sha256:d89c3468de4cdc4f08a57e214384d0471911a3830fcdaf7a8cc587e42a866372", size = 2918740, upload-time = "2025-10-15T23:18:12.277Z" }, - { url = "https://files.pythonhosted.org/packages/d9/cd/1a8633802d766a0fa46f382a77e096d7e209e0817892929655fe0586ae32/cryptography-46.0.3-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:a23582810fedb8c0bc47524558fb6c56aac3fc252cb306072fd2815da2a47c32", size = 3689163, upload-time = "2025-10-15T23:18:13.821Z" }, - { url = "https://files.pythonhosted.org/packages/4c/59/6b26512964ace6480c3e54681a9859c974172fb141c38df11eadd8416947/cryptography-46.0.3-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:e7aec276d68421f9574040c26e2a7c3771060bc0cff408bae1dcb19d3ab1e63c", size = 3429474, upload-time = "2025-10-15T23:18:15.477Z" }, - { url = "https://files.pythonhosted.org/packages/06/8a/e60e46adab4362a682cf142c7dcb5bf79b782ab2199b0dcb81f55970807f/cryptography-46.0.3-pp311-pypy311_pp73-macosx_10_9_x86_64.whl", hash = "sha256:7ce938a99998ed3c8aa7e7272dca1a610401ede816d36d0693907d863b10d9ea", size = 3698132, upload-time = "2025-10-15T23:18:17.056Z" }, - { url = "https://files.pythonhosted.org/packages/da/38/f59940ec4ee91e93d3311f7532671a5cef5570eb04a144bf203b58552d11/cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:191bb60a7be5e6f54e30ba16fdfae78ad3a342a0599eb4193ba88e3f3d6e185b", size = 4243992, upload-time = "2025-10-15T23:18:18.695Z" }, - { url = "https://files.pythonhosted.org/packages/b0/0c/35b3d92ddebfdfda76bb485738306545817253d0a3ded0bfe80ef8e67aa5/cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:c70cc23f12726be8f8bc72e41d5065d77e4515efae3690326764ea1b07845cfb", size = 4409944, upload-time = "2025-10-15T23:18:20.597Z" }, - { url = "https://files.pythonhosted.org/packages/99/55/181022996c4063fc0e7666a47049a1ca705abb9c8a13830f074edb347495/cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:9394673a9f4de09e28b5356e7fff97d778f8abad85c9d5ac4a4b7e25a0de7717", size = 4242957, upload-time = "2025-10-15T23:18:22.18Z" }, - { url = "https://files.pythonhosted.org/packages/ba/af/72cd6ef29f9c5f731251acadaeb821559fe25f10852f44a63374c9ca08c1/cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:94cd0549accc38d1494e1f8de71eca837d0509d0d44bf11d158524b0e12cebf9", size = 4409447, upload-time = "2025-10-15T23:18:24.209Z" }, - { url = "https://files.pythonhosted.org/packages/0d/c3/e90f4a4feae6410f914f8ebac129b9ae7a8c92eb60a638012dde42030a9d/cryptography-46.0.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6b5063083824e5509fdba180721d55909ffacccc8adbec85268b48439423d78c", size = 3438528, upload-time = "2025-10-15T23:18:26.227Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/9f/33/c00162f49c0e2fe8064a62cb92b93e50c74a72bc370ab92f86112b33ff62/cryptography-46.0.3.tar.gz", hash = "sha256:a8b17438104fed022ce745b362294d9ce35b4c2e45c1d958ad4a4b019285f4a1", size = 749258 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1d/42/9c391dd801d6cf0d561b5890549d4b27bafcc53b39c31a817e69d87c625b/cryptography-46.0.3-cp311-abi3-macosx_10_9_universal2.whl", hash = "sha256:109d4ddfadf17e8e7779c39f9b18111a09efb969a301a31e987416a0191ed93a", size = 7225004 }, + { url = "https://files.pythonhosted.org/packages/1c/67/38769ca6b65f07461eb200e85fc1639b438bdc667be02cf7f2cd6a64601c/cryptography-46.0.3-cp311-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:09859af8466b69bc3c27bdf4f5d84a665e0f7ab5088412e9e2ec49758eca5cbc", size = 4296667 }, + { url = "https://files.pythonhosted.org/packages/5c/49/498c86566a1d80e978b42f0d702795f69887005548c041636df6ae1ca64c/cryptography-46.0.3-cp311-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:01ca9ff2885f3acc98c29f1860552e37f6d7c7d013d7334ff2a9de43a449315d", size = 4450807 }, + { url = "https://files.pythonhosted.org/packages/4b/0a/863a3604112174c8624a2ac3c038662d9e59970c7f926acdcfaed8d61142/cryptography-46.0.3-cp311-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:6eae65d4c3d33da080cff9c4ab1f711b15c1d9760809dad6ea763f3812d254cb", size = 4299615 }, + { url = "https://files.pythonhosted.org/packages/64/02/b73a533f6b64a69f3cd3872acb6ebc12aef924d8d103133bb3ea750dc703/cryptography-46.0.3-cp311-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e5bf0ed4490068a2e72ac03d786693adeb909981cc596425d09032d372bcc849", size = 4016800 }, + { url = "https://files.pythonhosted.org/packages/25/d5/16e41afbfa450cde85a3b7ec599bebefaef16b5c6ba4ec49a3532336ed72/cryptography-46.0.3-cp311-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:5ecfccd2329e37e9b7112a888e76d9feca2347f12f37918facbb893d7bb88ee8", size = 4984707 }, + { url = "https://files.pythonhosted.org/packages/c9/56/e7e69b427c3878352c2fb9b450bd0e19ed552753491d39d7d0a2f5226d41/cryptography-46.0.3-cp311-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:a2c0cd47381a3229c403062f764160d57d4d175e022c1df84e168c6251a22eec", size = 4482541 }, + { url = "https://files.pythonhosted.org/packages/78/f6/50736d40d97e8483172f1bb6e698895b92a223dba513b0ca6f06b2365339/cryptography-46.0.3-cp311-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:549e234ff32571b1f4076ac269fcce7a808d3bf98b76c8dd560e42dbc66d7d91", size = 4299464 }, + { url = "https://files.pythonhosted.org/packages/00/de/d8e26b1a855f19d9994a19c702fa2e93b0456beccbcfe437eda00e0701f2/cryptography-46.0.3-cp311-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:c0a7bb1a68a5d3471880e264621346c48665b3bf1c3759d682fc0864c540bd9e", size = 4950838 }, + { url = "https://files.pythonhosted.org/packages/8f/29/798fc4ec461a1c9e9f735f2fc58741b0daae30688f41b2497dcbc9ed1355/cryptography-46.0.3-cp311-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:10b01676fc208c3e6feeb25a8b83d81767e8059e1fe86e1dc62d10a3018fa926", size = 4481596 }, + { url = "https://files.pythonhosted.org/packages/15/8d/03cd48b20a573adfff7652b76271078e3045b9f49387920e7f1f631d125e/cryptography-46.0.3-cp311-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:0abf1ffd6e57c67e92af68330d05760b7b7efb243aab8377e583284dbab72c71", size = 4426782 }, + { url = "https://files.pythonhosted.org/packages/fa/b1/ebacbfe53317d55cf33165bda24c86523497a6881f339f9aae5c2e13e57b/cryptography-46.0.3-cp311-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a04bee9ab6a4da801eb9b51f1b708a1b5b5c9eb48c03f74198464c66f0d344ac", size = 4698381 }, + { url = "https://files.pythonhosted.org/packages/96/92/8a6a9525893325fc057a01f654d7efc2c64b9de90413adcf605a85744ff4/cryptography-46.0.3-cp311-abi3-win32.whl", hash = "sha256:f260d0d41e9b4da1ed1e0f1ce571f97fe370b152ab18778e9e8f67d6af432018", size = 3055988 }, + { url = "https://files.pythonhosted.org/packages/7e/bf/80fbf45253ea585a1e492a6a17efcb93467701fa79e71550a430c5e60df0/cryptography-46.0.3-cp311-abi3-win_amd64.whl", hash = "sha256:a9a3008438615669153eb86b26b61e09993921ebdd75385ddd748702c5adfddb", size = 3514451 }, + { url = "https://files.pythonhosted.org/packages/2e/af/9b302da4c87b0beb9db4e756386a7c6c5b8003cd0e742277888d352ae91d/cryptography-46.0.3-cp311-abi3-win_arm64.whl", hash = "sha256:5d7f93296ee28f68447397bf5198428c9aeeab45705a55d53a6343455dcb2c3c", size = 2928007 }, + { url = "https://files.pythonhosted.org/packages/f5/e2/a510aa736755bffa9d2f75029c229111a1d02f8ecd5de03078f4c18d91a3/cryptography-46.0.3-cp314-cp314t-macosx_10_9_universal2.whl", hash = "sha256:00a5e7e87938e5ff9ff5447ab086a5706a957137e6e433841e9d24f38a065217", size = 7158012 }, + { url = "https://files.pythonhosted.org/packages/73/dc/9aa866fbdbb95b02e7f9d086f1fccfeebf8953509b87e3f28fff927ff8a0/cryptography-46.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:c8daeb2d2174beb4575b77482320303f3d39b8e81153da4f0fb08eb5fe86a6c5", size = 4288728 }, + { url = "https://files.pythonhosted.org/packages/c5/fd/bc1daf8230eaa075184cbbf5f8cd00ba9db4fd32d63fb83da4671b72ed8a/cryptography-46.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:39b6755623145ad5eff1dab323f4eae2a32a77a7abef2c5089a04a3d04366715", size = 4435078 }, + { url = "https://files.pythonhosted.org/packages/82/98/d3bd5407ce4c60017f8ff9e63ffee4200ab3e23fe05b765cab805a7db008/cryptography-46.0.3-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:db391fa7c66df6762ee3f00c95a89e6d428f4d60e7abc8328f4fe155b5ac6e54", size = 4293460 }, + { url = "https://files.pythonhosted.org/packages/26/e9/e23e7900983c2b8af7a08098db406cf989d7f09caea7897e347598d4cd5b/cryptography-46.0.3-cp314-cp314t-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:78a97cf6a8839a48c49271cdcbd5cf37ca2c1d6b7fdd86cc864f302b5e9bf459", size = 3995237 }, + { url = "https://files.pythonhosted.org/packages/91/15/af68c509d4a138cfe299d0d7ddb14afba15233223ebd933b4bbdbc7155d3/cryptography-46.0.3-cp314-cp314t-manylinux_2_28_ppc64le.whl", hash = "sha256:dfb781ff7eaa91a6f7fd41776ec37c5853c795d3b358d4896fdbb5df168af422", size = 4967344 }, + { url = "https://files.pythonhosted.org/packages/ca/e3/8643d077c53868b681af077edf6b3cb58288b5423610f21c62aadcbe99f4/cryptography-46.0.3-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:6f61efb26e76c45c4a227835ddeae96d83624fb0d29eb5df5b96e14ed1a0afb7", size = 4466564 }, + { url = "https://files.pythonhosted.org/packages/0e/43/c1e8726fa59c236ff477ff2b5dc071e54b21e5a1e51aa2cee1676f1c986f/cryptography-46.0.3-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:23b1a8f26e43f47ceb6d6a43115f33a5a37d57df4ea0ca295b780ae8546e8044", size = 4292415 }, + { url = "https://files.pythonhosted.org/packages/42/f9/2f8fefdb1aee8a8e3256a0568cffc4e6d517b256a2fe97a029b3f1b9fe7e/cryptography-46.0.3-cp314-cp314t-manylinux_2_34_ppc64le.whl", hash = "sha256:b419ae593c86b87014b9be7396b385491ad7f320bde96826d0dd174459e54665", size = 4931457 }, + { url = "https://files.pythonhosted.org/packages/79/30/9b54127a9a778ccd6d27c3da7563e9f2d341826075ceab89ae3b41bf5be2/cryptography-46.0.3-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:50fc3343ac490c6b08c0cf0d704e881d0d660be923fd3076db3e932007e726e3", size = 4466074 }, + { url = "https://files.pythonhosted.org/packages/ac/68/b4f4a10928e26c941b1b6a179143af9f4d27d88fe84a6a3c53592d2e76bf/cryptography-46.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:22d7e97932f511d6b0b04f2bfd818d73dcd5928db509460aaf48384778eb6d20", size = 4420569 }, + { url = "https://files.pythonhosted.org/packages/a3/49/3746dab4c0d1979888f125226357d3262a6dd40e114ac29e3d2abdf1ec55/cryptography-46.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:d55f3dffadd674514ad19451161118fd010988540cee43d8bc20675e775925de", size = 4681941 }, + { url = "https://files.pythonhosted.org/packages/fd/30/27654c1dbaf7e4a3531fa1fc77986d04aefa4d6d78259a62c9dc13d7ad36/cryptography-46.0.3-cp314-cp314t-win32.whl", hash = "sha256:8a6e050cb6164d3f830453754094c086ff2d0b2f3a897a1d9820f6139a1f0914", size = 3022339 }, + { url = "https://files.pythonhosted.org/packages/f6/30/640f34ccd4d2a1bc88367b54b926b781b5a018d65f404d409aba76a84b1c/cryptography-46.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:760f83faa07f8b64e9c33fc963d790a2edb24efb479e3520c14a45741cd9b2db", size = 3494315 }, + { url = "https://files.pythonhosted.org/packages/ba/8b/88cc7e3bd0a8e7b861f26981f7b820e1f46aa9d26cc482d0feba0ecb4919/cryptography-46.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:516ea134e703e9fe26bcd1277a4b59ad30586ea90c365a87781d7887a646fe21", size = 2919331 }, + { url = "https://files.pythonhosted.org/packages/fd/23/45fe7f376a7df8daf6da3556603b36f53475a99ce4faacb6ba2cf3d82021/cryptography-46.0.3-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:cb3d760a6117f621261d662bccc8ef5bc32ca673e037c83fbe565324f5c46936", size = 7218248 }, + { url = "https://files.pythonhosted.org/packages/27/32/b68d27471372737054cbd34c84981f9edbc24fe67ca225d389799614e27f/cryptography-46.0.3-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:4b7387121ac7d15e550f5cb4a43aef2559ed759c35df7336c402bb8275ac9683", size = 4294089 }, + { url = "https://files.pythonhosted.org/packages/26/42/fa8389d4478368743e24e61eea78846a0006caffaf72ea24a15159215a14/cryptography-46.0.3-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:15ab9b093e8f09daab0f2159bb7e47532596075139dd74365da52ecc9cb46c5d", size = 4440029 }, + { url = "https://files.pythonhosted.org/packages/5f/eb/f483db0ec5ac040824f269e93dd2bd8a21ecd1027e77ad7bdf6914f2fd80/cryptography-46.0.3-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:46acf53b40ea38f9c6c229599a4a13f0d46a6c3fa9ef19fc1a124d62e338dfa0", size = 4297222 }, + { url = "https://files.pythonhosted.org/packages/fd/cf/da9502c4e1912cb1da3807ea3618a6829bee8207456fbbeebc361ec38ba3/cryptography-46.0.3-cp38-abi3-manylinux_2_28_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:10ca84c4668d066a9878890047f03546f3ae0a6b8b39b697457b7757aaf18dbc", size = 4012280 }, + { url = "https://files.pythonhosted.org/packages/6b/8f/9adb86b93330e0df8b3dcf03eae67c33ba89958fc2e03862ef1ac2b42465/cryptography-46.0.3-cp38-abi3-manylinux_2_28_ppc64le.whl", hash = "sha256:36e627112085bb3b81b19fed209c05ce2a52ee8b15d161b7c643a7d5a88491f3", size = 4978958 }, + { url = "https://files.pythonhosted.org/packages/d1/a0/5fa77988289c34bdb9f913f5606ecc9ada1adb5ae870bd0d1054a7021cc4/cryptography-46.0.3-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:1000713389b75c449a6e979ffc7dcc8ac90b437048766cef052d4d30b8220971", size = 4473714 }, + { url = "https://files.pythonhosted.org/packages/14/e5/fc82d72a58d41c393697aa18c9abe5ae1214ff6f2a5c18ac470f92777895/cryptography-46.0.3-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:b02cf04496f6576afffef5ddd04a0cb7d49cf6be16a9059d793a30b035f6b6ac", size = 4296970 }, + { url = "https://files.pythonhosted.org/packages/78/06/5663ed35438d0b09056973994f1aec467492b33bd31da36e468b01ec1097/cryptography-46.0.3-cp38-abi3-manylinux_2_34_ppc64le.whl", hash = "sha256:71e842ec9bc7abf543b47cf86b9a743baa95f4677d22baa4c7d5c69e49e9bc04", size = 4940236 }, + { url = "https://files.pythonhosted.org/packages/fc/59/873633f3f2dcd8a053b8dd1d38f783043b5fce589c0f6988bf55ef57e43e/cryptography-46.0.3-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:402b58fc32614f00980b66d6e56a5b4118e6cb362ae8f3fda141ba4689bd4506", size = 4472642 }, + { url = "https://files.pythonhosted.org/packages/3d/39/8e71f3930e40f6877737d6f69248cf74d4e34b886a3967d32f919cc50d3b/cryptography-46.0.3-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ef639cb3372f69ec44915fafcd6698b6cc78fbe0c2ea41be867f6ed612811963", size = 4423126 }, + { url = "https://files.pythonhosted.org/packages/cd/c7/f65027c2810e14c3e7268353b1681932b87e5a48e65505d8cc17c99e36ae/cryptography-46.0.3-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:3b51b8ca4f1c6453d8829e1eb7299499ca7f313900dd4d89a24b8b87c0a780d4", size = 4686573 }, + { url = "https://files.pythonhosted.org/packages/0a/6e/1c8331ddf91ca4730ab3086a0f1be19c65510a33b5a441cb334e7a2d2560/cryptography-46.0.3-cp38-abi3-win32.whl", hash = "sha256:6276eb85ef938dc035d59b87c8a7dc559a232f954962520137529d77b18ff1df", size = 3036695 }, + { url = "https://files.pythonhosted.org/packages/90/45/b0d691df20633eff80955a0fc7695ff9051ffce8b69741444bd9ed7bd0db/cryptography-46.0.3-cp38-abi3-win_amd64.whl", hash = "sha256:416260257577718c05135c55958b674000baef9a1c7d9e8f306ec60d71db850f", size = 3501720 }, + { url = "https://files.pythonhosted.org/packages/e8/cb/2da4cc83f5edb9c3257d09e1e7ab7b23f049c7962cae8d842bbef0a9cec9/cryptography-46.0.3-cp38-abi3-win_arm64.whl", hash = "sha256:d89c3468de4cdc4f08a57e214384d0471911a3830fcdaf7a8cc587e42a866372", size = 2918740 }, + { url = "https://files.pythonhosted.org/packages/d9/cd/1a8633802d766a0fa46f382a77e096d7e209e0817892929655fe0586ae32/cryptography-46.0.3-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:a23582810fedb8c0bc47524558fb6c56aac3fc252cb306072fd2815da2a47c32", size = 3689163 }, + { url = "https://files.pythonhosted.org/packages/4c/59/6b26512964ace6480c3e54681a9859c974172fb141c38df11eadd8416947/cryptography-46.0.3-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:e7aec276d68421f9574040c26e2a7c3771060bc0cff408bae1dcb19d3ab1e63c", size = 3429474 }, + { url = "https://files.pythonhosted.org/packages/06/8a/e60e46adab4362a682cf142c7dcb5bf79b782ab2199b0dcb81f55970807f/cryptography-46.0.3-pp311-pypy311_pp73-macosx_10_9_x86_64.whl", hash = "sha256:7ce938a99998ed3c8aa7e7272dca1a610401ede816d36d0693907d863b10d9ea", size = 3698132 }, + { url = "https://files.pythonhosted.org/packages/da/38/f59940ec4ee91e93d3311f7532671a5cef5570eb04a144bf203b58552d11/cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:191bb60a7be5e6f54e30ba16fdfae78ad3a342a0599eb4193ba88e3f3d6e185b", size = 4243992 }, + { url = "https://files.pythonhosted.org/packages/b0/0c/35b3d92ddebfdfda76bb485738306545817253d0a3ded0bfe80ef8e67aa5/cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:c70cc23f12726be8f8bc72e41d5065d77e4515efae3690326764ea1b07845cfb", size = 4409944 }, + { url = "https://files.pythonhosted.org/packages/99/55/181022996c4063fc0e7666a47049a1ca705abb9c8a13830f074edb347495/cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_34_aarch64.whl", hash = "sha256:9394673a9f4de09e28b5356e7fff97d778f8abad85c9d5ac4a4b7e25a0de7717", size = 4242957 }, + { url = "https://files.pythonhosted.org/packages/ba/af/72cd6ef29f9c5f731251acadaeb821559fe25f10852f44a63374c9ca08c1/cryptography-46.0.3-pp311-pypy311_pp73-manylinux_2_34_x86_64.whl", hash = "sha256:94cd0549accc38d1494e1f8de71eca837d0509d0d44bf11d158524b0e12cebf9", size = 4409447 }, + { url = "https://files.pythonhosted.org/packages/0d/c3/e90f4a4feae6410f914f8ebac129b9ae7a8c92eb60a638012dde42030a9d/cryptography-46.0.3-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:6b5063083824e5509fdba180721d55909ffacccc8adbec85268b48439423d78c", size = 3438528 }, ] [[package]] name = "cycler" version = "0.12.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/a9/95/a3dbbb5028f35eafb79008e7522a75244477d2838f38cbb722248dabc2a8/cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c", size = 7615, upload-time = "2023-10-07T05:32:18.335Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a9/95/a3dbbb5028f35eafb79008e7522a75244477d2838f38cbb722248dabc2a8/cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c", size = 7615 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30", size = 8321, upload-time = "2023-10-07T05:32:16.783Z" }, + { url = "https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30", size = 8321 }, ] [[package]] name = "debugpy" version = "1.8.17" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/15/ad/71e708ff4ca377c4230530d6a7aa7992592648c122a2cd2b321cf8b35a76/debugpy-1.8.17.tar.gz", hash = "sha256:fd723b47a8c08892b1a16b2c6239a8b96637c62a59b94bb5dab4bac592a58a8e", size = 1644129, upload-time = "2025-09-17T16:33:20.633Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/38/36/b57c6e818d909f6e59c0182252921cf435e0951126a97e11de37e72ab5e1/debugpy-1.8.17-cp310-cp310-macosx_15_0_x86_64.whl", hash = "sha256:c41d2ce8bbaddcc0009cc73f65318eedfa3dbc88a8298081deb05389f1ab5542", size = 2098021, upload-time = "2025-09-17T16:33:22.556Z" }, - { url = "https://files.pythonhosted.org/packages/be/01/0363c7efdd1e9febd090bb13cee4fb1057215b157b2979a4ca5ccb678217/debugpy-1.8.17-cp310-cp310-manylinux_2_34_x86_64.whl", hash = "sha256:1440fd514e1b815edd5861ca394786f90eb24960eb26d6f7200994333b1d79e3", size = 3087399, upload-time = "2025-09-17T16:33:24.292Z" }, - { url = "https://files.pythonhosted.org/packages/79/bc/4a984729674aa9a84856650438b9665f9a1d5a748804ac6f37932ce0d4aa/debugpy-1.8.17-cp310-cp310-win32.whl", hash = "sha256:3a32c0af575749083d7492dc79f6ab69f21b2d2ad4cd977a958a07d5865316e4", size = 5230292, upload-time = "2025-09-17T16:33:26.137Z" }, - { url = "https://files.pythonhosted.org/packages/5d/19/2b9b3092d0cf81a5aa10c86271999453030af354d1a5a7d6e34c574515d7/debugpy-1.8.17-cp310-cp310-win_amd64.whl", hash = "sha256:a3aad0537cf4d9c1996434be68c6c9a6d233ac6f76c2a482c7803295b4e4f99a", size = 5261885, upload-time = "2025-09-17T16:33:27.592Z" }, - { url = "https://files.pythonhosted.org/packages/d8/53/3af72b5c159278c4a0cf4cffa518675a0e73bdb7d1cac0239b815502d2ce/debugpy-1.8.17-cp311-cp311-macosx_15_0_universal2.whl", hash = "sha256:d3fce3f0e3de262a3b67e69916d001f3e767661c6e1ee42553009d445d1cd840", size = 2207154, upload-time = "2025-09-17T16:33:29.457Z" }, - { url = "https://files.pythonhosted.org/packages/8f/6d/204f407df45600e2245b4a39860ed4ba32552330a0b3f5f160ae4cc30072/debugpy-1.8.17-cp311-cp311-manylinux_2_34_x86_64.whl", hash = "sha256:c6bdf134457ae0cac6fb68205776be635d31174eeac9541e1d0c062165c6461f", size = 3170322, upload-time = "2025-09-17T16:33:30.837Z" }, - { url = "https://files.pythonhosted.org/packages/f2/13/1b8f87d39cf83c6b713de2620c31205299e6065622e7dd37aff4808dd410/debugpy-1.8.17-cp311-cp311-win32.whl", hash = "sha256:e79a195f9e059edfe5d8bf6f3749b2599452d3e9380484cd261f6b7cd2c7c4da", size = 5155078, upload-time = "2025-09-17T16:33:33.331Z" }, - { url = "https://files.pythonhosted.org/packages/c2/c5/c012c60a2922cc91caa9675d0ddfbb14ba59e1e36228355f41cab6483469/debugpy-1.8.17-cp311-cp311-win_amd64.whl", hash = "sha256:b532282ad4eca958b1b2d7dbcb2b7218e02cb934165859b918e3b6ba7772d3f4", size = 5179011, upload-time = "2025-09-17T16:33:35.711Z" }, - { url = "https://files.pythonhosted.org/packages/08/2b/9d8e65beb2751876c82e1aceb32f328c43ec872711fa80257c7674f45650/debugpy-1.8.17-cp312-cp312-macosx_15_0_universal2.whl", hash = "sha256:f14467edef672195c6f6b8e27ce5005313cb5d03c9239059bc7182b60c176e2d", size = 2549522, upload-time = "2025-09-17T16:33:38.466Z" }, - { url = "https://files.pythonhosted.org/packages/b4/78/eb0d77f02971c05fca0eb7465b18058ba84bd957062f5eec82f941ac792a/debugpy-1.8.17-cp312-cp312-manylinux_2_34_x86_64.whl", hash = "sha256:24693179ef9dfa20dca8605905a42b392be56d410c333af82f1c5dff807a64cc", size = 4309417, upload-time = "2025-09-17T16:33:41.299Z" }, - { url = "https://files.pythonhosted.org/packages/37/42/c40f1d8cc1fed1e75ea54298a382395b8b937d923fcf41ab0797a554f555/debugpy-1.8.17-cp312-cp312-win32.whl", hash = "sha256:6a4e9dacf2cbb60d2514ff7b04b4534b0139facbf2abdffe0639ddb6088e59cf", size = 5277130, upload-time = "2025-09-17T16:33:43.554Z" }, - { url = "https://files.pythonhosted.org/packages/72/22/84263b205baad32b81b36eac076de0cdbe09fe2d0637f5b32243dc7c925b/debugpy-1.8.17-cp312-cp312-win_amd64.whl", hash = "sha256:e8f8f61c518952fb15f74a302e068b48d9c4691768ade433e4adeea961993464", size = 5319053, upload-time = "2025-09-17T16:33:53.033Z" }, - { url = "https://files.pythonhosted.org/packages/50/76/597e5cb97d026274ba297af8d89138dfd9e695767ba0e0895edb20963f40/debugpy-1.8.17-cp313-cp313-macosx_15_0_universal2.whl", hash = "sha256:857c1dd5d70042502aef1c6d1c2801211f3ea7e56f75e9c335f434afb403e464", size = 2538386, upload-time = "2025-09-17T16:33:54.594Z" }, - { url = "https://files.pythonhosted.org/packages/5f/60/ce5c34fcdfec493701f9d1532dba95b21b2f6394147234dce21160bd923f/debugpy-1.8.17-cp313-cp313-manylinux_2_34_x86_64.whl", hash = "sha256:3bea3b0b12f3946e098cce9b43c3c46e317b567f79570c3f43f0b96d00788088", size = 4292100, upload-time = "2025-09-17T16:33:56.353Z" }, - { url = "https://files.pythonhosted.org/packages/e8/95/7873cf2146577ef71d2a20bf553f12df865922a6f87b9e8ee1df04f01785/debugpy-1.8.17-cp313-cp313-win32.whl", hash = "sha256:e34ee844c2f17b18556b5bbe59e1e2ff4e86a00282d2a46edab73fd7f18f4a83", size = 5277002, upload-time = "2025-09-17T16:33:58.231Z" }, - { url = "https://files.pythonhosted.org/packages/46/11/18c79a1cee5ff539a94ec4aa290c1c069a5580fd5cfd2fb2e282f8e905da/debugpy-1.8.17-cp313-cp313-win_amd64.whl", hash = "sha256:6c5cd6f009ad4fca8e33e5238210dc1e5f42db07d4b6ab21ac7ffa904a196420", size = 5319047, upload-time = "2025-09-17T16:34:00.586Z" }, - { url = "https://files.pythonhosted.org/packages/de/45/115d55b2a9da6de812696064ceb505c31e952c5d89c4ed1d9bb983deec34/debugpy-1.8.17-cp314-cp314-macosx_15_0_universal2.whl", hash = "sha256:045290c010bcd2d82bc97aa2daf6837443cd52f6328592698809b4549babcee1", size = 2536899, upload-time = "2025-09-17T16:34:02.657Z" }, - { url = "https://files.pythonhosted.org/packages/5a/73/2aa00c7f1f06e997ef57dc9b23d61a92120bec1437a012afb6d176585197/debugpy-1.8.17-cp314-cp314-manylinux_2_34_x86_64.whl", hash = "sha256:b69b6bd9dba6a03632534cdf67c760625760a215ae289f7489a452af1031fe1f", size = 4268254, upload-time = "2025-09-17T16:34:04.486Z" }, - { url = "https://files.pythonhosted.org/packages/86/b5/ed3e65c63c68a6634e3ba04bd10255c8e46ec16ebed7d1c79e4816d8a760/debugpy-1.8.17-cp314-cp314-win32.whl", hash = "sha256:5c59b74aa5630f3a5194467100c3b3d1c77898f9ab27e3f7dc5d40fc2f122670", size = 5277203, upload-time = "2025-09-17T16:34:06.65Z" }, - { url = "https://files.pythonhosted.org/packages/b0/26/394276b71c7538445f29e792f589ab7379ae70fd26ff5577dfde71158e96/debugpy-1.8.17-cp314-cp314-win_amd64.whl", hash = "sha256:893cba7bb0f55161de4365584b025f7064e1f88913551bcd23be3260b231429c", size = 5318493, upload-time = "2025-09-17T16:34:08.483Z" }, - { url = "https://files.pythonhosted.org/packages/b0/d0/89247ec250369fc76db477720a26b2fce7ba079ff1380e4ab4529d2fe233/debugpy-1.8.17-py2.py3-none-any.whl", hash = "sha256:60c7dca6571efe660ccb7a9508d73ca14b8796c4ed484c2002abba714226cfef", size = 5283210, upload-time = "2025-09-17T16:34:25.835Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/15/ad/71e708ff4ca377c4230530d6a7aa7992592648c122a2cd2b321cf8b35a76/debugpy-1.8.17.tar.gz", hash = "sha256:fd723b47a8c08892b1a16b2c6239a8b96637c62a59b94bb5dab4bac592a58a8e", size = 1644129 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/38/36/b57c6e818d909f6e59c0182252921cf435e0951126a97e11de37e72ab5e1/debugpy-1.8.17-cp310-cp310-macosx_15_0_x86_64.whl", hash = "sha256:c41d2ce8bbaddcc0009cc73f65318eedfa3dbc88a8298081deb05389f1ab5542", size = 2098021 }, + { url = "https://files.pythonhosted.org/packages/be/01/0363c7efdd1e9febd090bb13cee4fb1057215b157b2979a4ca5ccb678217/debugpy-1.8.17-cp310-cp310-manylinux_2_34_x86_64.whl", hash = "sha256:1440fd514e1b815edd5861ca394786f90eb24960eb26d6f7200994333b1d79e3", size = 3087399 }, + { url = "https://files.pythonhosted.org/packages/79/bc/4a984729674aa9a84856650438b9665f9a1d5a748804ac6f37932ce0d4aa/debugpy-1.8.17-cp310-cp310-win32.whl", hash = "sha256:3a32c0af575749083d7492dc79f6ab69f21b2d2ad4cd977a958a07d5865316e4", size = 5230292 }, + { url = "https://files.pythonhosted.org/packages/5d/19/2b9b3092d0cf81a5aa10c86271999453030af354d1a5a7d6e34c574515d7/debugpy-1.8.17-cp310-cp310-win_amd64.whl", hash = "sha256:a3aad0537cf4d9c1996434be68c6c9a6d233ac6f76c2a482c7803295b4e4f99a", size = 5261885 }, + { url = "https://files.pythonhosted.org/packages/d8/53/3af72b5c159278c4a0cf4cffa518675a0e73bdb7d1cac0239b815502d2ce/debugpy-1.8.17-cp311-cp311-macosx_15_0_universal2.whl", hash = "sha256:d3fce3f0e3de262a3b67e69916d001f3e767661c6e1ee42553009d445d1cd840", size = 2207154 }, + { url = "https://files.pythonhosted.org/packages/8f/6d/204f407df45600e2245b4a39860ed4ba32552330a0b3f5f160ae4cc30072/debugpy-1.8.17-cp311-cp311-manylinux_2_34_x86_64.whl", hash = "sha256:c6bdf134457ae0cac6fb68205776be635d31174eeac9541e1d0c062165c6461f", size = 3170322 }, + { url = "https://files.pythonhosted.org/packages/f2/13/1b8f87d39cf83c6b713de2620c31205299e6065622e7dd37aff4808dd410/debugpy-1.8.17-cp311-cp311-win32.whl", hash = "sha256:e79a195f9e059edfe5d8bf6f3749b2599452d3e9380484cd261f6b7cd2c7c4da", size = 5155078 }, + { url = "https://files.pythonhosted.org/packages/c2/c5/c012c60a2922cc91caa9675d0ddfbb14ba59e1e36228355f41cab6483469/debugpy-1.8.17-cp311-cp311-win_amd64.whl", hash = "sha256:b532282ad4eca958b1b2d7dbcb2b7218e02cb934165859b918e3b6ba7772d3f4", size = 5179011 }, + { url = "https://files.pythonhosted.org/packages/08/2b/9d8e65beb2751876c82e1aceb32f328c43ec872711fa80257c7674f45650/debugpy-1.8.17-cp312-cp312-macosx_15_0_universal2.whl", hash = "sha256:f14467edef672195c6f6b8e27ce5005313cb5d03c9239059bc7182b60c176e2d", size = 2549522 }, + { url = "https://files.pythonhosted.org/packages/b4/78/eb0d77f02971c05fca0eb7465b18058ba84bd957062f5eec82f941ac792a/debugpy-1.8.17-cp312-cp312-manylinux_2_34_x86_64.whl", hash = "sha256:24693179ef9dfa20dca8605905a42b392be56d410c333af82f1c5dff807a64cc", size = 4309417 }, + { url = "https://files.pythonhosted.org/packages/37/42/c40f1d8cc1fed1e75ea54298a382395b8b937d923fcf41ab0797a554f555/debugpy-1.8.17-cp312-cp312-win32.whl", hash = "sha256:6a4e9dacf2cbb60d2514ff7b04b4534b0139facbf2abdffe0639ddb6088e59cf", size = 5277130 }, + { url = "https://files.pythonhosted.org/packages/72/22/84263b205baad32b81b36eac076de0cdbe09fe2d0637f5b32243dc7c925b/debugpy-1.8.17-cp312-cp312-win_amd64.whl", hash = "sha256:e8f8f61c518952fb15f74a302e068b48d9c4691768ade433e4adeea961993464", size = 5319053 }, + { url = "https://files.pythonhosted.org/packages/50/76/597e5cb97d026274ba297af8d89138dfd9e695767ba0e0895edb20963f40/debugpy-1.8.17-cp313-cp313-macosx_15_0_universal2.whl", hash = "sha256:857c1dd5d70042502aef1c6d1c2801211f3ea7e56f75e9c335f434afb403e464", size = 2538386 }, + { url = "https://files.pythonhosted.org/packages/5f/60/ce5c34fcdfec493701f9d1532dba95b21b2f6394147234dce21160bd923f/debugpy-1.8.17-cp313-cp313-manylinux_2_34_x86_64.whl", hash = "sha256:3bea3b0b12f3946e098cce9b43c3c46e317b567f79570c3f43f0b96d00788088", size = 4292100 }, + { url = "https://files.pythonhosted.org/packages/e8/95/7873cf2146577ef71d2a20bf553f12df865922a6f87b9e8ee1df04f01785/debugpy-1.8.17-cp313-cp313-win32.whl", hash = "sha256:e34ee844c2f17b18556b5bbe59e1e2ff4e86a00282d2a46edab73fd7f18f4a83", size = 5277002 }, + { url = "https://files.pythonhosted.org/packages/46/11/18c79a1cee5ff539a94ec4aa290c1c069a5580fd5cfd2fb2e282f8e905da/debugpy-1.8.17-cp313-cp313-win_amd64.whl", hash = "sha256:6c5cd6f009ad4fca8e33e5238210dc1e5f42db07d4b6ab21ac7ffa904a196420", size = 5319047 }, + { url = "https://files.pythonhosted.org/packages/de/45/115d55b2a9da6de812696064ceb505c31e952c5d89c4ed1d9bb983deec34/debugpy-1.8.17-cp314-cp314-macosx_15_0_universal2.whl", hash = "sha256:045290c010bcd2d82bc97aa2daf6837443cd52f6328592698809b4549babcee1", size = 2536899 }, + { url = "https://files.pythonhosted.org/packages/5a/73/2aa00c7f1f06e997ef57dc9b23d61a92120bec1437a012afb6d176585197/debugpy-1.8.17-cp314-cp314-manylinux_2_34_x86_64.whl", hash = "sha256:b69b6bd9dba6a03632534cdf67c760625760a215ae289f7489a452af1031fe1f", size = 4268254 }, + { url = "https://files.pythonhosted.org/packages/86/b5/ed3e65c63c68a6634e3ba04bd10255c8e46ec16ebed7d1c79e4816d8a760/debugpy-1.8.17-cp314-cp314-win32.whl", hash = "sha256:5c59b74aa5630f3a5194467100c3b3d1c77898f9ab27e3f7dc5d40fc2f122670", size = 5277203 }, + { url = "https://files.pythonhosted.org/packages/b0/26/394276b71c7538445f29e792f589ab7379ae70fd26ff5577dfde71158e96/debugpy-1.8.17-cp314-cp314-win_amd64.whl", hash = "sha256:893cba7bb0f55161de4365584b025f7064e1f88913551bcd23be3260b231429c", size = 5318493 }, + { url = "https://files.pythonhosted.org/packages/b0/d0/89247ec250369fc76db477720a26b2fce7ba079ff1380e4ab4529d2fe233/debugpy-1.8.17-py2.py3-none-any.whl", hash = "sha256:60c7dca6571efe660ccb7a9508d73ca14b8796c4ed484c2002abba714226cfef", size = 5283210 }, ] [[package]] @@ -1618,54 +1622,54 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "orderly-set", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/19/76/36c9aab3d5c19a94091f7c6c6e784efca50d87b124bf026c36e94719f33c/deepdiff-8.6.1.tar.gz", hash = "sha256:ec56d7a769ca80891b5200ec7bd41eec300ced91ebcc7797b41eb2b3f3ff643a", size = 634054, upload-time = "2025-09-03T19:40:41.461Z" } +sdist = { url = "https://files.pythonhosted.org/packages/19/76/36c9aab3d5c19a94091f7c6c6e784efca50d87b124bf026c36e94719f33c/deepdiff-8.6.1.tar.gz", hash = "sha256:ec56d7a769ca80891b5200ec7bd41eec300ced91ebcc7797b41eb2b3f3ff643a", size = 634054 } wheels = [ - { url = "https://files.pythonhosted.org/packages/f7/e6/efe534ef0952b531b630780e19cabd416e2032697019d5295defc6ef9bd9/deepdiff-8.6.1-py3-none-any.whl", hash = "sha256:ee8708a7f7d37fb273a541fa24ad010ed484192cd0c4ffc0fa0ed5e2d4b9e78b", size = 91378, upload-time = "2025-09-03T19:40:39.679Z" }, + { url = "https://files.pythonhosted.org/packages/f7/e6/efe534ef0952b531b630780e19cabd416e2032697019d5295defc6ef9bd9/deepdiff-8.6.1-py3-none-any.whl", hash = "sha256:ee8708a7f7d37fb273a541fa24ad010ed484192cd0c4ffc0fa0ed5e2d4b9e78b", size = 91378 }, ] [[package]] name = "distlib" version = "0.4.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/96/8e/709914eb2b5749865801041647dc7f4e6d00b549cfe88b65ca192995f07c/distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d", size = 614605, upload-time = "2025-07-17T16:52:00.465Z" } +sdist = { url = "https://files.pythonhosted.org/packages/96/8e/709914eb2b5749865801041647dc7f4e6d00b549cfe88b65ca192995f07c/distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d", size = 614605 } wheels = [ - { url = "https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16", size = 469047, upload-time = "2025-07-17T16:51:58.613Z" }, + { url = "https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16", size = 469047 }, ] [[package]] name = "distro" version = "1.9.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/fc/f8/98eea607f65de6527f8a2e8885fc8015d3e6f5775df186e443e0964a11c3/distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed", size = 60722, upload-time = "2023-12-24T09:54:32.31Z" } +sdist = { url = "https://files.pythonhosted.org/packages/fc/f8/98eea607f65de6527f8a2e8885fc8015d3e6f5775df186e443e0964a11c3/distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed", size = 60722 } wheels = [ - { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" }, + { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277 }, ] [[package]] name = "dnspython" version = "2.8.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/8c/8b/57666417c0f90f08bcafa776861060426765fdb422eb10212086fb811d26/dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f", size = 368251, upload-time = "2025-09-07T18:58:00.022Z" } +sdist = { url = "https://files.pythonhosted.org/packages/8c/8b/57666417c0f90f08bcafa776861060426765fdb422eb10212086fb811d26/dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f", size = 368251 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af", size = 331094, upload-time = "2025-09-07T18:57:58.071Z" }, + { url = "https://files.pythonhosted.org/packages/ba/5a/18ad964b0086c6e62e2e7500f7edc89e3faa45033c71c1893d34eed2b2de/dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af", size = 331094 }, ] [[package]] name = "docstring-parser" version = "0.17.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b2/9d/c3b43da9515bd270df0f80548d9944e389870713cc1fe2b8fb35fe2bcefd/docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912", size = 27442, upload-time = "2025-07-21T07:35:01.868Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b2/9d/c3b43da9515bd270df0f80548d9944e389870713cc1fe2b8fb35fe2bcefd/docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912", size = 27442 } wheels = [ - { url = "https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708", size = 36896, upload-time = "2025-07-21T07:35:00.684Z" }, + { url = "https://files.pythonhosted.org/packages/55/e2/2537ebcff11c1ee1ff17d8d0b6f4db75873e3b0fb32c2d4a2ee31ecb310a/docstring_parser-0.17.0-py3-none-any.whl", hash = "sha256:cf2569abd23dce8099b300f9b4fa8191e9582dda731fd533daf54c4551658708", size = 36896 }, ] [[package]] name = "docutils" version = "0.19" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/6b/5c/330ea8d383eb2ce973df34d1239b3b21e91cd8c865d21ff82902d952f91f/docutils-0.19.tar.gz", hash = "sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6", size = 2056383, upload-time = "2022-07-05T20:17:31.045Z" } +sdist = { url = "https://files.pythonhosted.org/packages/6b/5c/330ea8d383eb2ce973df34d1239b3b21e91cd8c865d21ff82902d952f91f/docutils-0.19.tar.gz", hash = "sha256:33995a6753c30b7f577febfc2c50411fec6aac7f7ffeb7c4cfe5991072dcf9e6", size = 2056383 } wheels = [ - { url = "https://files.pythonhosted.org/packages/93/69/e391bd51bc08ed9141ecd899a0ddb61ab6465309f1eb470905c0c8868081/docutils-0.19-py3-none-any.whl", hash = "sha256:5e1de4d849fee02c63b040a4a3fd567f4ab104defd8a5511fbbc24a8a017efbc", size = 570472, upload-time = "2022-07-05T20:17:26.388Z" }, + { url = "https://files.pythonhosted.org/packages/93/69/e391bd51bc08ed9141ecd899a0ddb61ab6465309f1eb470905c0c8868081/docutils-0.19-py3-none-any.whl", hash = "sha256:5e1de4d849fee02c63b040a4a3fd567f4ab104defd8a5511fbbc24a8a017efbc", size = 570472 }, ] [[package]] @@ -1676,9 +1680,9 @@ dependencies = [ { name = "dnspython", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "idna", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/f5/22/900cb125c76b7aaa450ce02fd727f452243f2e91a61af068b40adba60ea9/email_validator-2.3.0.tar.gz", hash = "sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426", size = 51238, upload-time = "2025-08-26T13:09:06.831Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f5/22/900cb125c76b7aaa450ce02fd727f452243f2e91a61af068b40adba60ea9/email_validator-2.3.0.tar.gz", hash = "sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426", size = 51238 } wheels = [ - { url = "https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl", hash = "sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4", size = 35604, upload-time = "2025-08-26T13:09:05.858Z" }, + { url = "https://files.pythonhosted.org/packages/de/15/545e2b6cf2e3be84bc1ed85613edd75b8aea69807a71c26f4ca6a9258e82/email_validator-2.3.0-py3-none-any.whl", hash = "sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4", size = 35604 }, ] [[package]] @@ -1688,18 +1692,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0b/9f/a65090624ecf468cdca03533906e7c69ed7588582240cfe7cc9e770b50eb/exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88", size = 29749, upload-time = "2025-05-10T17:42:51.123Z" } +sdist = { url = "https://files.pythonhosted.org/packages/0b/9f/a65090624ecf468cdca03533906e7c69ed7588582240cfe7cc9e770b50eb/exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88", size = 29749 } wheels = [ - { url = "https://files.pythonhosted.org/packages/36/f4/c6e662dade71f56cd2f3735141b265c3c79293c109549c1e6933b0651ffc/exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10", size = 16674, upload-time = "2025-05-10T17:42:49.33Z" }, + { url = "https://files.pythonhosted.org/packages/36/f4/c6e662dade71f56cd2f3735141b265c3c79293c109549c1e6933b0651ffc/exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10", size = 16674 }, ] [[package]] name = "execnet" version = "2.1.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/bb/ff/b4c0dc78fbe20c3e59c0c7334de0c27eb4001a2b2017999af398bf730817/execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3", size = 166524, upload-time = "2024-04-08T09:04:19.245Z" } +sdist = { url = "https://files.pythonhosted.org/packages/bb/ff/b4c0dc78fbe20c3e59c0c7334de0c27eb4001a2b2017999af398bf730817/execnet-2.1.1.tar.gz", hash = "sha256:5189b52c6121c24feae288166ab41b32549c7e2348652736540b9e6e7d4e72e3", size = 166524 } wheels = [ - { url = "https://files.pythonhosted.org/packages/43/09/2aea36ff60d16dd8879bdb2f5b3ee0ba8d08cbbdcdfe870e695ce3784385/execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc", size = 40612, upload-time = "2024-04-08T09:04:17.414Z" }, + { url = "https://files.pythonhosted.org/packages/43/09/2aea36ff60d16dd8879bdb2f5b3ee0ba8d08cbbdcdfe870e695ce3784385/execnet-2.1.1-py3-none-any.whl", hash = "sha256:26dee51f1b80cebd6d0ca8e74dd8745419761d3bef34163928cbebbdc4749fdc", size = 40612 }, ] [[package]] @@ -1712,9 +1716,9 @@ dependencies = [ { name = "starlette", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/8c/e3/77a2df0946703973b9905fd0cde6172c15e0781984320123b4f5079e7113/fastapi-0.121.0.tar.gz", hash = "sha256:06663356a0b1ee93e875bbf05a31fb22314f5bed455afaaad2b2dad7f26e98fa", size = 342412, upload-time = "2025-11-03T10:25:54.818Z" } +sdist = { url = "https://files.pythonhosted.org/packages/8c/e3/77a2df0946703973b9905fd0cde6172c15e0781984320123b4f5079e7113/fastapi-0.121.0.tar.gz", hash = "sha256:06663356a0b1ee93e875bbf05a31fb22314f5bed455afaaad2b2dad7f26e98fa", size = 342412 } wheels = [ - { url = "https://files.pythonhosted.org/packages/dd/2c/42277afc1ba1a18f8358561eee40785d27becab8f80a1f945c0a3051c6eb/fastapi-0.121.0-py3-none-any.whl", hash = "sha256:8bdf1b15a55f4e4b0d6201033da9109ea15632cb76cf156e7b8b4019f2172106", size = 109183, upload-time = "2025-11-03T10:25:53.27Z" }, + { url = "https://files.pythonhosted.org/packages/dd/2c/42277afc1ba1a18f8358561eee40785d27becab8f80a1f945c0a3051c6eb/fastapi-0.121.0-py3-none-any.whl", hash = "sha256:8bdf1b15a55f4e4b0d6201033da9109ea15632cb76cf156e7b8b4019f2172106", size = 109183 }, ] [[package]] @@ -1727,81 +1731,81 @@ dependencies = [ { name = "oauthlib", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pydantic", extra = ["email"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/57/9b/25c43c928b46ec919cb8941d3de53dd2e12bab12e1c0182646425dbefd60/fastapi_sso-0.16.0.tar.gz", hash = "sha256:f3941f986347566b7d3747c710cf474a907f581bfb6697ff3bb3e44eb76b438c", size = 16555, upload-time = "2024-11-04T11:54:38.579Z" } +sdist = { url = "https://files.pythonhosted.org/packages/57/9b/25c43c928b46ec919cb8941d3de53dd2e12bab12e1c0182646425dbefd60/fastapi_sso-0.16.0.tar.gz", hash = "sha256:f3941f986347566b7d3747c710cf474a907f581bfb6697ff3bb3e44eb76b438c", size = 16555 } wheels = [ - { url = "https://files.pythonhosted.org/packages/72/84/df15745ff06c1b44e478b72759d5cf48e4583e221389d4cdea76c472dd1c/fastapi_sso-0.16.0-py3-none-any.whl", hash = "sha256:3a66a942474ef9756d3a9d8b945d55bd9faf99781facdb9b87a40b73d6d6b0c3", size = 23942, upload-time = "2024-11-04T11:54:37.189Z" }, + { url = "https://files.pythonhosted.org/packages/72/84/df15745ff06c1b44e478b72759d5cf48e4583e221389d4cdea76c472dd1c/fastapi_sso-0.16.0-py3-none-any.whl", hash = "sha256:3a66a942474ef9756d3a9d8b945d55bd9faf99781facdb9b87a40b73d6d6b0c3", size = 23942 }, ] [[package]] name = "fastuuid" version = "0.14.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/c3/7d/d9daedf0f2ebcacd20d599928f8913e9d2aea1d56d2d355a93bfa2b611d7/fastuuid-0.14.0.tar.gz", hash = "sha256:178947fc2f995b38497a74172adee64fdeb8b7ec18f2a5934d037641ba265d26", size = 18232, upload-time = "2025-10-19T22:19:22.402Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/ad/b2/731a6696e37cd20eed353f69a09f37a984a43c9713764ee3f7ad5f57f7f9/fastuuid-0.14.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:6e6243d40f6c793c3e2ee14c13769e341b90be5ef0c23c82fa6515a96145181a", size = 516760, upload-time = "2025-10-19T22:25:21.509Z" }, - { url = "https://files.pythonhosted.org/packages/c5/79/c73c47be2a3b8734d16e628982653517f80bbe0570e27185d91af6096507/fastuuid-0.14.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:13ec4f2c3b04271f62be2e1ce7e95ad2dd1cf97e94503a3760db739afbd48f00", size = 264748, upload-time = "2025-10-19T22:41:52.873Z" }, - { url = "https://files.pythonhosted.org/packages/24/c5/84c1eea05977c8ba5173555b0133e3558dc628bcf868d6bf1689ff14aedc/fastuuid-0.14.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b2fdd48b5e4236df145a149d7125badb28e0a383372add3fbaac9a6b7a394470", size = 254537, upload-time = "2025-10-19T22:33:55.603Z" }, - { url = "https://files.pythonhosted.org/packages/0e/23/4e362367b7fa17dbed646922f216b9921efb486e7abe02147e4b917359f8/fastuuid-0.14.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f74631b8322d2780ebcf2d2d75d58045c3e9378625ec51865fe0b5620800c39d", size = 278994, upload-time = "2025-10-19T22:26:17.631Z" }, - { url = "https://files.pythonhosted.org/packages/b2/72/3985be633b5a428e9eaec4287ed4b873b7c4c53a9639a8b416637223c4cd/fastuuid-0.14.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83cffc144dc93eb604b87b179837f2ce2af44871a7b323f2bfed40e8acb40ba8", size = 280003, upload-time = "2025-10-19T22:23:45.415Z" }, - { url = "https://files.pythonhosted.org/packages/b3/6d/6ef192a6df34e2266d5c9deb39cd3eea986df650cbcfeaf171aa52a059c3/fastuuid-0.14.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1a771f135ab4523eb786e95493803942a5d1fc1610915f131b363f55af53b219", size = 303583, upload-time = "2025-10-19T22:26:00.756Z" }, - { url = "https://files.pythonhosted.org/packages/9d/11/8a2ea753c68d4fece29d5d7c6f3f903948cc6e82d1823bc9f7f7c0355db3/fastuuid-0.14.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:4edc56b877d960b4eda2c4232f953a61490c3134da94f3c28af129fb9c62a4f6", size = 460955, upload-time = "2025-10-19T22:36:25.196Z" }, - { url = "https://files.pythonhosted.org/packages/23/42/7a32c93b6ce12642d9a152ee4753a078f372c9ebb893bc489d838dd4afd5/fastuuid-0.14.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:bcc96ee819c282e7c09b2eed2b9bd13084e3b749fdb2faf58c318d498df2efbe", size = 480763, upload-time = "2025-10-19T22:24:28.451Z" }, - { url = "https://files.pythonhosted.org/packages/b9/e9/a5f6f686b46e3ed4ed3b93770111c233baac87dd6586a411b4988018ef1d/fastuuid-0.14.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:7a3c0bca61eacc1843ea97b288d6789fbad7400d16db24e36a66c28c268cfe3d", size = 452613, upload-time = "2025-10-19T22:25:06.827Z" }, - { url = "https://files.pythonhosted.org/packages/b4/c9/18abc73c9c5b7fc0e476c1733b678783b2e8a35b0be9babd423571d44e98/fastuuid-0.14.0-cp310-cp310-win32.whl", hash = "sha256:7f2f3efade4937fae4e77efae1af571902263de7b78a0aee1a1653795a093b2a", size = 155045, upload-time = "2025-10-19T22:28:32.732Z" }, - { url = "https://files.pythonhosted.org/packages/5e/8a/d9e33f4eb4d4f6d9f2c5c7d7e96b5cdbb535c93f3b1ad6acce97ee9d4bf8/fastuuid-0.14.0-cp310-cp310-win_amd64.whl", hash = "sha256:ae64ba730d179f439b0736208b4c279b8bc9c089b102aec23f86512ea458c8a4", size = 156122, upload-time = "2025-10-19T22:23:15.59Z" }, - { url = "https://files.pythonhosted.org/packages/98/f3/12481bda4e5b6d3e698fbf525df4443cc7dce746f246b86b6fcb2fba1844/fastuuid-0.14.0-cp311-cp311-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:73946cb950c8caf65127d4e9a325e2b6be0442a224fd51ba3b6ac44e1912ce34", size = 516386, upload-time = "2025-10-19T22:42:40.176Z" }, - { url = "https://files.pythonhosted.org/packages/59/19/2fc58a1446e4d72b655648eb0879b04e88ed6fa70d474efcf550f640f6ec/fastuuid-0.14.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:12ac85024637586a5b69645e7ed986f7535106ed3013640a393a03e461740cb7", size = 264569, upload-time = "2025-10-19T22:25:50.977Z" }, - { url = "https://files.pythonhosted.org/packages/78/29/3c74756e5b02c40cfcc8b1d8b5bac4edbd532b55917a6bcc9113550e99d1/fastuuid-0.14.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:05a8dde1f395e0c9b4be515b7a521403d1e8349443e7641761af07c7ad1624b1", size = 254366, upload-time = "2025-10-19T22:29:49.166Z" }, - { url = "https://files.pythonhosted.org/packages/52/96/d761da3fccfa84f0f353ce6e3eb8b7f76b3aa21fd25e1b00a19f9c80a063/fastuuid-0.14.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09378a05020e3e4883dfdab438926f31fea15fd17604908f3d39cbeb22a0b4dc", size = 278978, upload-time = "2025-10-19T22:35:41.306Z" }, - { url = "https://files.pythonhosted.org/packages/fc/c2/f84c90167cc7765cb82b3ff7808057608b21c14a38531845d933a4637307/fastuuid-0.14.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bbb0c4b15d66b435d2538f3827f05e44e2baafcc003dd7d8472dc67807ab8fd8", size = 279692, upload-time = "2025-10-19T22:25:36.997Z" }, - { url = "https://files.pythonhosted.org/packages/af/7b/4bacd03897b88c12348e7bd77943bac32ccf80ff98100598fcff74f75f2e/fastuuid-0.14.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cd5a7f648d4365b41dbf0e38fe8da4884e57bed4e77c83598e076ac0c93995e7", size = 303384, upload-time = "2025-10-19T22:29:46.578Z" }, - { url = "https://files.pythonhosted.org/packages/c0/a2/584f2c29641df8bd810d00c1f21d408c12e9ad0c0dafdb8b7b29e5ddf787/fastuuid-0.14.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:c0a94245afae4d7af8c43b3159d5e3934c53f47140be0be624b96acd672ceb73", size = 460921, upload-time = "2025-10-19T22:36:42.006Z" }, - { url = "https://files.pythonhosted.org/packages/24/68/c6b77443bb7764c760e211002c8638c0c7cce11cb584927e723215ba1398/fastuuid-0.14.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:2b29e23c97e77c3a9514d70ce343571e469098ac7f5a269320a0f0b3e193ab36", size = 480575, upload-time = "2025-10-19T22:28:18.975Z" }, - { url = "https://files.pythonhosted.org/packages/5a/87/93f553111b33f9bb83145be12868c3c475bf8ea87c107063d01377cc0e8e/fastuuid-0.14.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:1e690d48f923c253f28151b3a6b4e335f2b06bf669c68a02665bc150b7839e94", size = 452317, upload-time = "2025-10-19T22:25:32.75Z" }, - { url = "https://files.pythonhosted.org/packages/9e/8c/a04d486ca55b5abb7eaa65b39df8d891b7b1635b22db2163734dc273579a/fastuuid-0.14.0-cp311-cp311-win32.whl", hash = "sha256:a6f46790d59ab38c6aa0e35c681c0484b50dc0acf9e2679c005d61e019313c24", size = 154804, upload-time = "2025-10-19T22:24:15.615Z" }, - { url = "https://files.pythonhosted.org/packages/9c/b2/2d40bf00820de94b9280366a122cbaa60090c8cf59e89ac3938cf5d75895/fastuuid-0.14.0-cp311-cp311-win_amd64.whl", hash = "sha256:e150eab56c95dc9e3fefc234a0eedb342fac433dacc273cd4d150a5b0871e1fa", size = 156099, upload-time = "2025-10-19T22:24:31.646Z" }, - { url = "https://files.pythonhosted.org/packages/02/a2/e78fcc5df65467f0d207661b7ef86c5b7ac62eea337c0c0fcedbeee6fb13/fastuuid-0.14.0-cp312-cp312-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:77e94728324b63660ebf8adb27055e92d2e4611645bf12ed9d88d30486471d0a", size = 510164, upload-time = "2025-10-19T22:31:45.635Z" }, - { url = "https://files.pythonhosted.org/packages/2b/b3/c846f933f22f581f558ee63f81f29fa924acd971ce903dab1a9b6701816e/fastuuid-0.14.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:caa1f14d2102cb8d353096bc6ef6c13b2c81f347e6ab9d6fbd48b9dea41c153d", size = 261837, upload-time = "2025-10-19T22:38:38.53Z" }, - { url = "https://files.pythonhosted.org/packages/54/ea/682551030f8c4fa9a769d9825570ad28c0c71e30cf34020b85c1f7ee7382/fastuuid-0.14.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d23ef06f9e67163be38cece704170486715b177f6baae338110983f99a72c070", size = 251370, upload-time = "2025-10-19T22:40:26.07Z" }, - { url = "https://files.pythonhosted.org/packages/14/dd/5927f0a523d8e6a76b70968e6004966ee7df30322f5fc9b6cdfb0276646a/fastuuid-0.14.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0c9ec605ace243b6dbe3bd27ebdd5d33b00d8d1d3f580b39fdd15cd96fd71796", size = 277766, upload-time = "2025-10-19T22:37:23.779Z" }, - { url = "https://files.pythonhosted.org/packages/16/6e/c0fb547eef61293153348f12e0f75a06abb322664b34a1573a7760501336/fastuuid-0.14.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:808527f2407f58a76c916d6aa15d58692a4a019fdf8d4c32ac7ff303b7d7af09", size = 278105, upload-time = "2025-10-19T22:26:56.821Z" }, - { url = "https://files.pythonhosted.org/packages/2d/b1/b9c75e03b768f61cf2e84ee193dc18601aeaf89a4684b20f2f0e9f52b62c/fastuuid-0.14.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2fb3c0d7fef6674bbeacdd6dbd386924a7b60b26de849266d1ff6602937675c8", size = 301564, upload-time = "2025-10-19T22:30:31.604Z" }, - { url = "https://files.pythonhosted.org/packages/fc/fa/f7395fdac07c7a54f18f801744573707321ca0cee082e638e36452355a9d/fastuuid-0.14.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:ab3f5d36e4393e628a4df337c2c039069344db5f4b9d2a3c9cea48284f1dd741", size = 459659, upload-time = "2025-10-19T22:31:32.341Z" }, - { url = "https://files.pythonhosted.org/packages/66/49/c9fd06a4a0b1f0f048aacb6599e7d96e5d6bc6fa680ed0d46bf111929d1b/fastuuid-0.14.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:b9a0ca4f03b7e0b01425281ffd44e99d360e15c895f1907ca105854ed85e2057", size = 478430, upload-time = "2025-10-19T22:26:22.962Z" }, - { url = "https://files.pythonhosted.org/packages/be/9c/909e8c95b494e8e140e8be6165d5fc3f61fdc46198c1554df7b3e1764471/fastuuid-0.14.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:3acdf655684cc09e60fb7e4cf524e8f42ea760031945aa8086c7eae2eeeabeb8", size = 450894, upload-time = "2025-10-19T22:27:01.647Z" }, - { url = "https://files.pythonhosted.org/packages/90/eb/d29d17521976e673c55ef7f210d4cdd72091a9ec6755d0fd4710d9b3c871/fastuuid-0.14.0-cp312-cp312-win32.whl", hash = "sha256:9579618be6280700ae36ac42c3efd157049fe4dd40ca49b021280481c78c3176", size = 154374, upload-time = "2025-10-19T22:29:19.879Z" }, - { url = "https://files.pythonhosted.org/packages/cc/fc/f5c799a6ea6d877faec0472d0b27c079b47c86b1cdc577720a5386483b36/fastuuid-0.14.0-cp312-cp312-win_amd64.whl", hash = "sha256:d9e4332dc4ba054434a9594cbfaf7823b57993d7d8e7267831c3e059857cf397", size = 156550, upload-time = "2025-10-19T22:27:49.658Z" }, - { url = "https://files.pythonhosted.org/packages/a5/83/ae12dd39b9a39b55d7f90abb8971f1a5f3c321fd72d5aa83f90dc67fe9ed/fastuuid-0.14.0-cp313-cp313-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:77a09cb7427e7af74c594e409f7731a0cf887221de2f698e1ca0ebf0f3139021", size = 510720, upload-time = "2025-10-19T22:42:34.633Z" }, - { url = "https://files.pythonhosted.org/packages/53/b0/a4b03ff5d00f563cc7546b933c28cb3f2a07344b2aec5834e874f7d44143/fastuuid-0.14.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:9bd57289daf7b153bfa3e8013446aa144ce5e8c825e9e366d455155ede5ea2dc", size = 262024, upload-time = "2025-10-19T22:30:25.482Z" }, - { url = "https://files.pythonhosted.org/packages/9c/6d/64aee0a0f6a58eeabadd582e55d0d7d70258ffdd01d093b30c53d668303b/fastuuid-0.14.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ac60fc860cdf3c3f327374db87ab8e064c86566ca8c49d2e30df15eda1b0c2d5", size = 251679, upload-time = "2025-10-19T22:36:14.096Z" }, - { url = "https://files.pythonhosted.org/packages/60/f5/a7e9cda8369e4f7919d36552db9b2ae21db7915083bc6336f1b0082c8b2e/fastuuid-0.14.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ab32f74bd56565b186f036e33129da77db8be09178cd2f5206a5d4035fb2a23f", size = 277862, upload-time = "2025-10-19T22:36:23.302Z" }, - { url = "https://files.pythonhosted.org/packages/f0/d3/8ce11827c783affffd5bd4d6378b28eb6cc6d2ddf41474006b8d62e7448e/fastuuid-0.14.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:33e678459cf4addaedd9936bbb038e35b3f6b2061330fd8f2f6a1d80414c0f87", size = 278278, upload-time = "2025-10-19T22:29:43.809Z" }, - { url = "https://files.pythonhosted.org/packages/a2/51/680fb6352d0bbade04036da46264a8001f74b7484e2fd1f4da9e3db1c666/fastuuid-0.14.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1e3cc56742f76cd25ecb98e4b82a25f978ccffba02e4bdce8aba857b6d85d87b", size = 301788, upload-time = "2025-10-19T22:36:06.825Z" }, - { url = "https://files.pythonhosted.org/packages/fa/7c/2014b5785bd8ebdab04ec857635ebd84d5ee4950186a577db9eff0fb8ff6/fastuuid-0.14.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:cb9a030f609194b679e1660f7e32733b7a0f332d519c5d5a6a0a580991290022", size = 459819, upload-time = "2025-10-19T22:35:31.623Z" }, - { url = "https://files.pythonhosted.org/packages/01/d2/524d4ceeba9160e7a9bc2ea3e8f4ccf1ad78f3bde34090ca0c51f09a5e91/fastuuid-0.14.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:09098762aad4f8da3a888eb9ae01c84430c907a297b97166b8abc07b640f2995", size = 478546, upload-time = "2025-10-19T22:26:03.023Z" }, - { url = "https://files.pythonhosted.org/packages/bc/17/354d04951ce114bf4afc78e27a18cfbd6ee319ab1829c2d5fb5e94063ac6/fastuuid-0.14.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:1383fff584fa249b16329a059c68ad45d030d5a4b70fb7c73a08d98fd53bcdab", size = 450921, upload-time = "2025-10-19T22:31:02.151Z" }, - { url = "https://files.pythonhosted.org/packages/fb/be/d7be8670151d16d88f15bb121c5b66cdb5ea6a0c2a362d0dcf30276ade53/fastuuid-0.14.0-cp313-cp313-win32.whl", hash = "sha256:a0809f8cc5731c066c909047f9a314d5f536c871a7a22e815cc4967c110ac9ad", size = 154559, upload-time = "2025-10-19T22:36:36.011Z" }, - { url = "https://files.pythonhosted.org/packages/22/1d/5573ef3624ceb7abf4a46073d3554e37191c868abc3aecd5289a72f9810a/fastuuid-0.14.0-cp313-cp313-win_amd64.whl", hash = "sha256:0df14e92e7ad3276327631c9e7cec09e32572ce82089c55cb1bb8df71cf394ed", size = 156539, upload-time = "2025-10-19T22:33:35.898Z" }, - { url = "https://files.pythonhosted.org/packages/16/c9/8c7660d1fe3862e3f8acabd9be7fc9ad71eb270f1c65cce9a2b7a31329ab/fastuuid-0.14.0-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:b852a870a61cfc26c884af205d502881a2e59cc07076b60ab4a951cc0c94d1ad", size = 510600, upload-time = "2025-10-19T22:43:44.17Z" }, - { url = "https://files.pythonhosted.org/packages/4c/f4/a989c82f9a90d0ad995aa957b3e572ebef163c5299823b4027986f133dfb/fastuuid-0.14.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:c7502d6f54cd08024c3ea9b3514e2d6f190feb2f46e6dbcd3747882264bb5f7b", size = 262069, upload-time = "2025-10-19T22:43:38.38Z" }, - { url = "https://files.pythonhosted.org/packages/da/6c/a1a24f73574ac995482b1326cf7ab41301af0fabaa3e37eeb6b3df00e6e2/fastuuid-0.14.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1ca61b592120cf314cfd66e662a5b54a578c5a15b26305e1b8b618a6f22df714", size = 251543, upload-time = "2025-10-19T22:32:22.537Z" }, - { url = "https://files.pythonhosted.org/packages/1a/20/2a9b59185ba7a6c7b37808431477c2d739fcbdabbf63e00243e37bd6bf49/fastuuid-0.14.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa75b6657ec129d0abded3bec745e6f7ab642e6dba3a5272a68247e85f5f316f", size = 277798, upload-time = "2025-10-19T22:33:53.821Z" }, - { url = "https://files.pythonhosted.org/packages/ef/33/4105ca574f6ded0af6a797d39add041bcfb468a1255fbbe82fcb6f592da2/fastuuid-0.14.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a8a0dfea3972200f72d4c7df02c8ac70bad1bb4c58d7e0ec1e6f341679073a7f", size = 278283, upload-time = "2025-10-19T22:29:02.812Z" }, - { url = "https://files.pythonhosted.org/packages/fe/8c/fca59f8e21c4deb013f574eae05723737ddb1d2937ce87cb2a5d20992dc3/fastuuid-0.14.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1bf539a7a95f35b419f9ad105d5a8a35036df35fdafae48fb2fd2e5f318f0d75", size = 301627, upload-time = "2025-10-19T22:35:54.985Z" }, - { url = "https://files.pythonhosted.org/packages/cb/e2/f78c271b909c034d429218f2798ca4e89eeda7983f4257d7865976ddbb6c/fastuuid-0.14.0-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:9a133bf9cc78fdbd1179cb58a59ad0100aa32d8675508150f3658814aeefeaa4", size = 459778, upload-time = "2025-10-19T22:28:00.999Z" }, - { url = "https://files.pythonhosted.org/packages/1e/f0/5ff209d865897667a2ff3e7a572267a9ced8f7313919f6d6043aed8b1caa/fastuuid-0.14.0-cp314-cp314-musllinux_1_1_i686.whl", hash = "sha256:f54d5b36c56a2d5e1a31e73b950b28a0d83eb0c37b91d10408875a5a29494bad", size = 478605, upload-time = "2025-10-19T22:36:21.764Z" }, - { url = "https://files.pythonhosted.org/packages/e0/c8/2ce1c78f983a2c4987ea865d9516dbdfb141a120fd3abb977ae6f02ba7ca/fastuuid-0.14.0-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:ec27778c6ca3393ef662e2762dba8af13f4ec1aaa32d08d77f71f2a70ae9feb8", size = 450837, upload-time = "2025-10-19T22:34:37.178Z" }, - { url = "https://files.pythonhosted.org/packages/df/60/dad662ec9a33b4a5fe44f60699258da64172c39bd041da2994422cdc40fe/fastuuid-0.14.0-cp314-cp314-win32.whl", hash = "sha256:e23fc6a83f112de4be0cc1990e5b127c27663ae43f866353166f87df58e73d06", size = 154532, upload-time = "2025-10-19T22:35:18.217Z" }, - { url = "https://files.pythonhosted.org/packages/1f/f6/da4db31001e854025ffd26bc9ba0740a9cbba2c3259695f7c5834908b336/fastuuid-0.14.0-cp314-cp314-win_amd64.whl", hash = "sha256:df61342889d0f5e7a32f7284e55ef95103f2110fee433c2ae7c2c0956d76ac8a", size = 156457, upload-time = "2025-10-19T22:33:44.579Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/c3/7d/d9daedf0f2ebcacd20d599928f8913e9d2aea1d56d2d355a93bfa2b611d7/fastuuid-0.14.0.tar.gz", hash = "sha256:178947fc2f995b38497a74172adee64fdeb8b7ec18f2a5934d037641ba265d26", size = 18232 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ad/b2/731a6696e37cd20eed353f69a09f37a984a43c9713764ee3f7ad5f57f7f9/fastuuid-0.14.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:6e6243d40f6c793c3e2ee14c13769e341b90be5ef0c23c82fa6515a96145181a", size = 516760 }, + { url = "https://files.pythonhosted.org/packages/c5/79/c73c47be2a3b8734d16e628982653517f80bbe0570e27185d91af6096507/fastuuid-0.14.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:13ec4f2c3b04271f62be2e1ce7e95ad2dd1cf97e94503a3760db739afbd48f00", size = 264748 }, + { url = "https://files.pythonhosted.org/packages/24/c5/84c1eea05977c8ba5173555b0133e3558dc628bcf868d6bf1689ff14aedc/fastuuid-0.14.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b2fdd48b5e4236df145a149d7125badb28e0a383372add3fbaac9a6b7a394470", size = 254537 }, + { url = "https://files.pythonhosted.org/packages/0e/23/4e362367b7fa17dbed646922f216b9921efb486e7abe02147e4b917359f8/fastuuid-0.14.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f74631b8322d2780ebcf2d2d75d58045c3e9378625ec51865fe0b5620800c39d", size = 278994 }, + { url = "https://files.pythonhosted.org/packages/b2/72/3985be633b5a428e9eaec4287ed4b873b7c4c53a9639a8b416637223c4cd/fastuuid-0.14.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:83cffc144dc93eb604b87b179837f2ce2af44871a7b323f2bfed40e8acb40ba8", size = 280003 }, + { url = "https://files.pythonhosted.org/packages/b3/6d/6ef192a6df34e2266d5c9deb39cd3eea986df650cbcfeaf171aa52a059c3/fastuuid-0.14.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1a771f135ab4523eb786e95493803942a5d1fc1610915f131b363f55af53b219", size = 303583 }, + { url = "https://files.pythonhosted.org/packages/9d/11/8a2ea753c68d4fece29d5d7c6f3f903948cc6e82d1823bc9f7f7c0355db3/fastuuid-0.14.0-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:4edc56b877d960b4eda2c4232f953a61490c3134da94f3c28af129fb9c62a4f6", size = 460955 }, + { url = "https://files.pythonhosted.org/packages/23/42/7a32c93b6ce12642d9a152ee4753a078f372c9ebb893bc489d838dd4afd5/fastuuid-0.14.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:bcc96ee819c282e7c09b2eed2b9bd13084e3b749fdb2faf58c318d498df2efbe", size = 480763 }, + { url = "https://files.pythonhosted.org/packages/b9/e9/a5f6f686b46e3ed4ed3b93770111c233baac87dd6586a411b4988018ef1d/fastuuid-0.14.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:7a3c0bca61eacc1843ea97b288d6789fbad7400d16db24e36a66c28c268cfe3d", size = 452613 }, + { url = "https://files.pythonhosted.org/packages/b4/c9/18abc73c9c5b7fc0e476c1733b678783b2e8a35b0be9babd423571d44e98/fastuuid-0.14.0-cp310-cp310-win32.whl", hash = "sha256:7f2f3efade4937fae4e77efae1af571902263de7b78a0aee1a1653795a093b2a", size = 155045 }, + { url = "https://files.pythonhosted.org/packages/5e/8a/d9e33f4eb4d4f6d9f2c5c7d7e96b5cdbb535c93f3b1ad6acce97ee9d4bf8/fastuuid-0.14.0-cp310-cp310-win_amd64.whl", hash = "sha256:ae64ba730d179f439b0736208b4c279b8bc9c089b102aec23f86512ea458c8a4", size = 156122 }, + { url = "https://files.pythonhosted.org/packages/98/f3/12481bda4e5b6d3e698fbf525df4443cc7dce746f246b86b6fcb2fba1844/fastuuid-0.14.0-cp311-cp311-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:73946cb950c8caf65127d4e9a325e2b6be0442a224fd51ba3b6ac44e1912ce34", size = 516386 }, + { url = "https://files.pythonhosted.org/packages/59/19/2fc58a1446e4d72b655648eb0879b04e88ed6fa70d474efcf550f640f6ec/fastuuid-0.14.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:12ac85024637586a5b69645e7ed986f7535106ed3013640a393a03e461740cb7", size = 264569 }, + { url = "https://files.pythonhosted.org/packages/78/29/3c74756e5b02c40cfcc8b1d8b5bac4edbd532b55917a6bcc9113550e99d1/fastuuid-0.14.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:05a8dde1f395e0c9b4be515b7a521403d1e8349443e7641761af07c7ad1624b1", size = 254366 }, + { url = "https://files.pythonhosted.org/packages/52/96/d761da3fccfa84f0f353ce6e3eb8b7f76b3aa21fd25e1b00a19f9c80a063/fastuuid-0.14.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:09378a05020e3e4883dfdab438926f31fea15fd17604908f3d39cbeb22a0b4dc", size = 278978 }, + { url = "https://files.pythonhosted.org/packages/fc/c2/f84c90167cc7765cb82b3ff7808057608b21c14a38531845d933a4637307/fastuuid-0.14.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bbb0c4b15d66b435d2538f3827f05e44e2baafcc003dd7d8472dc67807ab8fd8", size = 279692 }, + { url = "https://files.pythonhosted.org/packages/af/7b/4bacd03897b88c12348e7bd77943bac32ccf80ff98100598fcff74f75f2e/fastuuid-0.14.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cd5a7f648d4365b41dbf0e38fe8da4884e57bed4e77c83598e076ac0c93995e7", size = 303384 }, + { url = "https://files.pythonhosted.org/packages/c0/a2/584f2c29641df8bd810d00c1f21d408c12e9ad0c0dafdb8b7b29e5ddf787/fastuuid-0.14.0-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:c0a94245afae4d7af8c43b3159d5e3934c53f47140be0be624b96acd672ceb73", size = 460921 }, + { url = "https://files.pythonhosted.org/packages/24/68/c6b77443bb7764c760e211002c8638c0c7cce11cb584927e723215ba1398/fastuuid-0.14.0-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:2b29e23c97e77c3a9514d70ce343571e469098ac7f5a269320a0f0b3e193ab36", size = 480575 }, + { url = "https://files.pythonhosted.org/packages/5a/87/93f553111b33f9bb83145be12868c3c475bf8ea87c107063d01377cc0e8e/fastuuid-0.14.0-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:1e690d48f923c253f28151b3a6b4e335f2b06bf669c68a02665bc150b7839e94", size = 452317 }, + { url = "https://files.pythonhosted.org/packages/9e/8c/a04d486ca55b5abb7eaa65b39df8d891b7b1635b22db2163734dc273579a/fastuuid-0.14.0-cp311-cp311-win32.whl", hash = "sha256:a6f46790d59ab38c6aa0e35c681c0484b50dc0acf9e2679c005d61e019313c24", size = 154804 }, + { url = "https://files.pythonhosted.org/packages/9c/b2/2d40bf00820de94b9280366a122cbaa60090c8cf59e89ac3938cf5d75895/fastuuid-0.14.0-cp311-cp311-win_amd64.whl", hash = "sha256:e150eab56c95dc9e3fefc234a0eedb342fac433dacc273cd4d150a5b0871e1fa", size = 156099 }, + { url = "https://files.pythonhosted.org/packages/02/a2/e78fcc5df65467f0d207661b7ef86c5b7ac62eea337c0c0fcedbeee6fb13/fastuuid-0.14.0-cp312-cp312-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:77e94728324b63660ebf8adb27055e92d2e4611645bf12ed9d88d30486471d0a", size = 510164 }, + { url = "https://files.pythonhosted.org/packages/2b/b3/c846f933f22f581f558ee63f81f29fa924acd971ce903dab1a9b6701816e/fastuuid-0.14.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:caa1f14d2102cb8d353096bc6ef6c13b2c81f347e6ab9d6fbd48b9dea41c153d", size = 261837 }, + { url = "https://files.pythonhosted.org/packages/54/ea/682551030f8c4fa9a769d9825570ad28c0c71e30cf34020b85c1f7ee7382/fastuuid-0.14.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d23ef06f9e67163be38cece704170486715b177f6baae338110983f99a72c070", size = 251370 }, + { url = "https://files.pythonhosted.org/packages/14/dd/5927f0a523d8e6a76b70968e6004966ee7df30322f5fc9b6cdfb0276646a/fastuuid-0.14.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0c9ec605ace243b6dbe3bd27ebdd5d33b00d8d1d3f580b39fdd15cd96fd71796", size = 277766 }, + { url = "https://files.pythonhosted.org/packages/16/6e/c0fb547eef61293153348f12e0f75a06abb322664b34a1573a7760501336/fastuuid-0.14.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:808527f2407f58a76c916d6aa15d58692a4a019fdf8d4c32ac7ff303b7d7af09", size = 278105 }, + { url = "https://files.pythonhosted.org/packages/2d/b1/b9c75e03b768f61cf2e84ee193dc18601aeaf89a4684b20f2f0e9f52b62c/fastuuid-0.14.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2fb3c0d7fef6674bbeacdd6dbd386924a7b60b26de849266d1ff6602937675c8", size = 301564 }, + { url = "https://files.pythonhosted.org/packages/fc/fa/f7395fdac07c7a54f18f801744573707321ca0cee082e638e36452355a9d/fastuuid-0.14.0-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:ab3f5d36e4393e628a4df337c2c039069344db5f4b9d2a3c9cea48284f1dd741", size = 459659 }, + { url = "https://files.pythonhosted.org/packages/66/49/c9fd06a4a0b1f0f048aacb6599e7d96e5d6bc6fa680ed0d46bf111929d1b/fastuuid-0.14.0-cp312-cp312-musllinux_1_1_i686.whl", hash = "sha256:b9a0ca4f03b7e0b01425281ffd44e99d360e15c895f1907ca105854ed85e2057", size = 478430 }, + { url = "https://files.pythonhosted.org/packages/be/9c/909e8c95b494e8e140e8be6165d5fc3f61fdc46198c1554df7b3e1764471/fastuuid-0.14.0-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:3acdf655684cc09e60fb7e4cf524e8f42ea760031945aa8086c7eae2eeeabeb8", size = 450894 }, + { url = "https://files.pythonhosted.org/packages/90/eb/d29d17521976e673c55ef7f210d4cdd72091a9ec6755d0fd4710d9b3c871/fastuuid-0.14.0-cp312-cp312-win32.whl", hash = "sha256:9579618be6280700ae36ac42c3efd157049fe4dd40ca49b021280481c78c3176", size = 154374 }, + { url = "https://files.pythonhosted.org/packages/cc/fc/f5c799a6ea6d877faec0472d0b27c079b47c86b1cdc577720a5386483b36/fastuuid-0.14.0-cp312-cp312-win_amd64.whl", hash = "sha256:d9e4332dc4ba054434a9594cbfaf7823b57993d7d8e7267831c3e059857cf397", size = 156550 }, + { url = "https://files.pythonhosted.org/packages/a5/83/ae12dd39b9a39b55d7f90abb8971f1a5f3c321fd72d5aa83f90dc67fe9ed/fastuuid-0.14.0-cp313-cp313-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:77a09cb7427e7af74c594e409f7731a0cf887221de2f698e1ca0ebf0f3139021", size = 510720 }, + { url = "https://files.pythonhosted.org/packages/53/b0/a4b03ff5d00f563cc7546b933c28cb3f2a07344b2aec5834e874f7d44143/fastuuid-0.14.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:9bd57289daf7b153bfa3e8013446aa144ce5e8c825e9e366d455155ede5ea2dc", size = 262024 }, + { url = "https://files.pythonhosted.org/packages/9c/6d/64aee0a0f6a58eeabadd582e55d0d7d70258ffdd01d093b30c53d668303b/fastuuid-0.14.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ac60fc860cdf3c3f327374db87ab8e064c86566ca8c49d2e30df15eda1b0c2d5", size = 251679 }, + { url = "https://files.pythonhosted.org/packages/60/f5/a7e9cda8369e4f7919d36552db9b2ae21db7915083bc6336f1b0082c8b2e/fastuuid-0.14.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ab32f74bd56565b186f036e33129da77db8be09178cd2f5206a5d4035fb2a23f", size = 277862 }, + { url = "https://files.pythonhosted.org/packages/f0/d3/8ce11827c783affffd5bd4d6378b28eb6cc6d2ddf41474006b8d62e7448e/fastuuid-0.14.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:33e678459cf4addaedd9936bbb038e35b3f6b2061330fd8f2f6a1d80414c0f87", size = 278278 }, + { url = "https://files.pythonhosted.org/packages/a2/51/680fb6352d0bbade04036da46264a8001f74b7484e2fd1f4da9e3db1c666/fastuuid-0.14.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1e3cc56742f76cd25ecb98e4b82a25f978ccffba02e4bdce8aba857b6d85d87b", size = 301788 }, + { url = "https://files.pythonhosted.org/packages/fa/7c/2014b5785bd8ebdab04ec857635ebd84d5ee4950186a577db9eff0fb8ff6/fastuuid-0.14.0-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:cb9a030f609194b679e1660f7e32733b7a0f332d519c5d5a6a0a580991290022", size = 459819 }, + { url = "https://files.pythonhosted.org/packages/01/d2/524d4ceeba9160e7a9bc2ea3e8f4ccf1ad78f3bde34090ca0c51f09a5e91/fastuuid-0.14.0-cp313-cp313-musllinux_1_1_i686.whl", hash = "sha256:09098762aad4f8da3a888eb9ae01c84430c907a297b97166b8abc07b640f2995", size = 478546 }, + { url = "https://files.pythonhosted.org/packages/bc/17/354d04951ce114bf4afc78e27a18cfbd6ee319ab1829c2d5fb5e94063ac6/fastuuid-0.14.0-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:1383fff584fa249b16329a059c68ad45d030d5a4b70fb7c73a08d98fd53bcdab", size = 450921 }, + { url = "https://files.pythonhosted.org/packages/fb/be/d7be8670151d16d88f15bb121c5b66cdb5ea6a0c2a362d0dcf30276ade53/fastuuid-0.14.0-cp313-cp313-win32.whl", hash = "sha256:a0809f8cc5731c066c909047f9a314d5f536c871a7a22e815cc4967c110ac9ad", size = 154559 }, + { url = "https://files.pythonhosted.org/packages/22/1d/5573ef3624ceb7abf4a46073d3554e37191c868abc3aecd5289a72f9810a/fastuuid-0.14.0-cp313-cp313-win_amd64.whl", hash = "sha256:0df14e92e7ad3276327631c9e7cec09e32572ce82089c55cb1bb8df71cf394ed", size = 156539 }, + { url = "https://files.pythonhosted.org/packages/16/c9/8c7660d1fe3862e3f8acabd9be7fc9ad71eb270f1c65cce9a2b7a31329ab/fastuuid-0.14.0-cp314-cp314-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:b852a870a61cfc26c884af205d502881a2e59cc07076b60ab4a951cc0c94d1ad", size = 510600 }, + { url = "https://files.pythonhosted.org/packages/4c/f4/a989c82f9a90d0ad995aa957b3e572ebef163c5299823b4027986f133dfb/fastuuid-0.14.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:c7502d6f54cd08024c3ea9b3514e2d6f190feb2f46e6dbcd3747882264bb5f7b", size = 262069 }, + { url = "https://files.pythonhosted.org/packages/da/6c/a1a24f73574ac995482b1326cf7ab41301af0fabaa3e37eeb6b3df00e6e2/fastuuid-0.14.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1ca61b592120cf314cfd66e662a5b54a578c5a15b26305e1b8b618a6f22df714", size = 251543 }, + { url = "https://files.pythonhosted.org/packages/1a/20/2a9b59185ba7a6c7b37808431477c2d739fcbdabbf63e00243e37bd6bf49/fastuuid-0.14.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa75b6657ec129d0abded3bec745e6f7ab642e6dba3a5272a68247e85f5f316f", size = 277798 }, + { url = "https://files.pythonhosted.org/packages/ef/33/4105ca574f6ded0af6a797d39add041bcfb468a1255fbbe82fcb6f592da2/fastuuid-0.14.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a8a0dfea3972200f72d4c7df02c8ac70bad1bb4c58d7e0ec1e6f341679073a7f", size = 278283 }, + { url = "https://files.pythonhosted.org/packages/fe/8c/fca59f8e21c4deb013f574eae05723737ddb1d2937ce87cb2a5d20992dc3/fastuuid-0.14.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1bf539a7a95f35b419f9ad105d5a8a35036df35fdafae48fb2fd2e5f318f0d75", size = 301627 }, + { url = "https://files.pythonhosted.org/packages/cb/e2/f78c271b909c034d429218f2798ca4e89eeda7983f4257d7865976ddbb6c/fastuuid-0.14.0-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:9a133bf9cc78fdbd1179cb58a59ad0100aa32d8675508150f3658814aeefeaa4", size = 459778 }, + { url = "https://files.pythonhosted.org/packages/1e/f0/5ff209d865897667a2ff3e7a572267a9ced8f7313919f6d6043aed8b1caa/fastuuid-0.14.0-cp314-cp314-musllinux_1_1_i686.whl", hash = "sha256:f54d5b36c56a2d5e1a31e73b950b28a0d83eb0c37b91d10408875a5a29494bad", size = 478605 }, + { url = "https://files.pythonhosted.org/packages/e0/c8/2ce1c78f983a2c4987ea865d9516dbdfb141a120fd3abb977ae6f02ba7ca/fastuuid-0.14.0-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:ec27778c6ca3393ef662e2762dba8af13f4ec1aaa32d08d77f71f2a70ae9feb8", size = 450837 }, + { url = "https://files.pythonhosted.org/packages/df/60/dad662ec9a33b4a5fe44f60699258da64172c39bd041da2994422cdc40fe/fastuuid-0.14.0-cp314-cp314-win32.whl", hash = "sha256:e23fc6a83f112de4be0cc1990e5b127c27663ae43f866353166f87df58e73d06", size = 154532 }, + { url = "https://files.pythonhosted.org/packages/1f/f6/da4db31001e854025ffd26bc9ba0740a9cbba2c3259695f7c5834908b336/fastuuid-0.14.0-cp314-cp314-win_amd64.whl", hash = "sha256:df61342889d0f5e7a32f7284e55ef95103f2110fee433c2ae7c2c0956d76ac8a", size = 156457 }, ] [[package]] name = "filelock" version = "3.20.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/58/46/0028a82567109b5ef6e4d2a1f04a583fb513e6cf9527fcdd09afd817deeb/filelock-3.20.0.tar.gz", hash = "sha256:711e943b4ec6be42e1d4e6690b48dc175c822967466bb31c0c293f34334c13f4", size = 18922, upload-time = "2025-10-08T18:03:50.056Z" } +sdist = { url = "https://files.pythonhosted.org/packages/58/46/0028a82567109b5ef6e4d2a1f04a583fb513e6cf9527fcdd09afd817deeb/filelock-3.20.0.tar.gz", hash = "sha256:711e943b4ec6be42e1d4e6690b48dc175c822967466bb31c0c293f34334c13f4", size = 18922 } wheels = [ - { url = "https://files.pythonhosted.org/packages/76/91/7216b27286936c16f5b4d0c530087e4a54eead683e6b0b73dd0c64844af6/filelock-3.20.0-py3-none-any.whl", hash = "sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2", size = 16054, upload-time = "2025-10-08T18:03:48.35Z" }, + { url = "https://files.pythonhosted.org/packages/76/91/7216b27286936c16f5b4d0c530087e4a54eead683e6b0b73dd0c64844af6/filelock-3.20.0-py3-none-any.whl", hash = "sha256:339b4732ffda5cd79b13f4e2711a31b0365ce445d95d243bb996273d072546a2", size = 16054 }, ] [[package]] @@ -1816,9 +1820,9 @@ dependencies = [ { name = "markupsafe", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "werkzeug", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/dc/6d/cfe3c0fcc5e477df242b98bfe186a4c34357b4847e87ecaef04507332dab/flask-3.1.2.tar.gz", hash = "sha256:bf656c15c80190ed628ad08cdfd3aaa35beb087855e2f494910aa3774cc4fd87", size = 720160, upload-time = "2025-08-19T21:03:21.205Z" } +sdist = { url = "https://files.pythonhosted.org/packages/dc/6d/cfe3c0fcc5e477df242b98bfe186a4c34357b4847e87ecaef04507332dab/flask-3.1.2.tar.gz", hash = "sha256:bf656c15c80190ed628ad08cdfd3aaa35beb087855e2f494910aa3774cc4fd87", size = 720160 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ec/f9/7f9263c5695f4bd0023734af91bedb2ff8209e8de6ead162f35d8dc762fd/flask-3.1.2-py3-none-any.whl", hash = "sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c", size = 103308, upload-time = "2025-08-19T21:03:19.499Z" }, + { url = "https://files.pythonhosted.org/packages/ec/f9/7f9263c5695f4bd0023734af91bedb2ff8209e8de6ead162f35d8dc762fd/flask-3.1.2-py3-none-any.whl", hash = "sha256:ca1d8112ec8a6158cc29ea4858963350011b5c846a414cdb7a954aa9e967d03c", size = 103308 }, ] [[package]] @@ -1832,196 +1836,196 @@ dependencies = [ { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "tomli-w", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/50/9c/0608c91a5b6c013c63548515ae31cff6399cd9ce891bd9daee8c103da09b/flit-3.12.0.tar.gz", hash = "sha256:1c80f34dd96992e7758b40423d2809f48f640ca285d0b7821825e50745ec3740", size = 155038, upload-time = "2025-03-25T08:03:22.505Z" } +sdist = { url = "https://files.pythonhosted.org/packages/50/9c/0608c91a5b6c013c63548515ae31cff6399cd9ce891bd9daee8c103da09b/flit-3.12.0.tar.gz", hash = "sha256:1c80f34dd96992e7758b40423d2809f48f640ca285d0b7821825e50745ec3740", size = 155038 } wheels = [ - { url = "https://files.pythonhosted.org/packages/f5/82/ce1d3bb380b227e26e517655d1de7b32a72aad61fa21ff9bd91a2e2db6ee/flit-3.12.0-py3-none-any.whl", hash = "sha256:2b4e7171dc22881fa6adc2dbf083e5ecc72520be3cd7587d2a803da94d6ef431", size = 50657, upload-time = "2025-03-25T08:03:19.031Z" }, + { url = "https://files.pythonhosted.org/packages/f5/82/ce1d3bb380b227e26e517655d1de7b32a72aad61fa21ff9bd91a2e2db6ee/flit-3.12.0-py3-none-any.whl", hash = "sha256:2b4e7171dc22881fa6adc2dbf083e5ecc72520be3cd7587d2a803da94d6ef431", size = 50657 }, ] [[package]] name = "flit-core" version = "3.12.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/69/59/b6fc2188dfc7ea4f936cd12b49d707f66a1cb7a1d2c16172963534db741b/flit_core-3.12.0.tar.gz", hash = "sha256:18f63100d6f94385c6ed57a72073443e1a71a4acb4339491615d0f16d6ff01b2", size = 53690, upload-time = "2025-03-25T08:03:23.969Z" } +sdist = { url = "https://files.pythonhosted.org/packages/69/59/b6fc2188dfc7ea4f936cd12b49d707f66a1cb7a1d2c16172963534db741b/flit_core-3.12.0.tar.gz", hash = "sha256:18f63100d6f94385c6ed57a72073443e1a71a4acb4339491615d0f16d6ff01b2", size = 53690 } wheels = [ - { url = "https://files.pythonhosted.org/packages/f2/65/b6ba90634c984a4fcc02c7e3afe523fef500c4980fec67cc27536ee50acf/flit_core-3.12.0-py3-none-any.whl", hash = "sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c", size = 45594, upload-time = "2025-03-25T08:03:20.772Z" }, + { url = "https://files.pythonhosted.org/packages/f2/65/b6ba90634c984a4fcc02c7e3afe523fef500c4980fec67cc27536ee50acf/flit_core-3.12.0-py3-none-any.whl", hash = "sha256:e7a0304069ea895172e3c7bb703292e992c5d1555dd1233ab7b5621b5b69e62c", size = 45594 }, ] [[package]] name = "fonttools" version = "4.60.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/4b/42/97a13e47a1e51a5a7142475bbcf5107fe3a68fc34aef331c897d5fb98ad0/fonttools-4.60.1.tar.gz", hash = "sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9", size = 3559823, upload-time = "2025-09-29T21:13:27.129Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/26/70/03e9d89a053caff6ae46053890eba8e4a5665a7c5638279ed4492e6d4b8b/fonttools-4.60.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9a52f254ce051e196b8fe2af4634c2d2f02c981756c6464dc192f1b6050b4e28", size = 2810747, upload-time = "2025-09-29T21:10:59.653Z" }, - { url = "https://files.pythonhosted.org/packages/6f/41/449ad5aff9670ab0df0f61ee593906b67a36d7e0b4d0cd7fa41ac0325bf5/fonttools-4.60.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c7420a2696a44650120cdd269a5d2e56a477e2bfa9d95e86229059beb1c19e15", size = 2346909, upload-time = "2025-09-29T21:11:02.882Z" }, - { url = "https://files.pythonhosted.org/packages/9a/18/e5970aa96c8fad1cb19a9479cc3b7602c0c98d250fcdc06a5da994309c50/fonttools-4.60.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee0c0b3b35b34f782afc673d503167157094a16f442ace7c6c5e0ca80b08f50c", size = 4864572, upload-time = "2025-09-29T21:11:05.096Z" }, - { url = "https://files.pythonhosted.org/packages/ce/20/9b2b4051b6ec6689480787d506b5003f72648f50972a92d04527a456192c/fonttools-4.60.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:282dafa55f9659e8999110bd8ed422ebe1c8aecd0dc396550b038e6c9a08b8ea", size = 4794635, upload-time = "2025-09-29T21:11:08.651Z" }, - { url = "https://files.pythonhosted.org/packages/10/52/c791f57347c1be98f8345e3dca4ac483eb97666dd7c47f3059aeffab8b59/fonttools-4.60.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4ba4bd646e86de16160f0fb72e31c3b9b7d0721c3e5b26b9fa2fc931dfdb2652", size = 4843878, upload-time = "2025-09-29T21:11:10.893Z" }, - { url = "https://files.pythonhosted.org/packages/69/e9/35c24a8d01644cee8c090a22fad34d5b61d1e0a8ecbc9945ad785ebf2e9e/fonttools-4.60.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:0b0835ed15dd5b40d726bb61c846a688f5b4ce2208ec68779bc81860adb5851a", size = 4954555, upload-time = "2025-09-29T21:11:13.24Z" }, - { url = "https://files.pythonhosted.org/packages/f7/86/fb1e994971be4bdfe3a307de6373ef69a9df83fb66e3faa9c8114893d4cc/fonttools-4.60.1-cp310-cp310-win32.whl", hash = "sha256:1525796c3ffe27bb6268ed2a1bb0dcf214d561dfaf04728abf01489eb5339dce", size = 2232019, upload-time = "2025-09-29T21:11:15.73Z" }, - { url = "https://files.pythonhosted.org/packages/40/84/62a19e2bd56f0e9fb347486a5b26376bade4bf6bbba64dda2c103bd08c94/fonttools-4.60.1-cp310-cp310-win_amd64.whl", hash = "sha256:268ecda8ca6cb5c4f044b1fb9b3b376e8cd1b361cef275082429dc4174907038", size = 2276803, upload-time = "2025-09-29T21:11:18.152Z" }, - { url = "https://files.pythonhosted.org/packages/ea/85/639aa9bface1537e0fb0f643690672dde0695a5bbbc90736bc571b0b1941/fonttools-4.60.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:7b4c32e232a71f63a5d00259ca3d88345ce2a43295bb049d21061f338124246f", size = 2831872, upload-time = "2025-09-29T21:11:20.329Z" }, - { url = "https://files.pythonhosted.org/packages/6b/47/3c63158459c95093be9618794acb1067b3f4d30dcc5c3e8114b70e67a092/fonttools-4.60.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3630e86c484263eaac71d117085d509cbcf7b18f677906824e4bace598fb70d2", size = 2356990, upload-time = "2025-09-29T21:11:22.754Z" }, - { url = "https://files.pythonhosted.org/packages/94/dd/1934b537c86fcf99f9761823f1fc37a98fbd54568e8e613f29a90fed95a9/fonttools-4.60.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5c1015318e4fec75dd4943ad5f6a206d9727adf97410d58b7e32ab644a807914", size = 5042189, upload-time = "2025-09-29T21:11:25.061Z" }, - { url = "https://files.pythonhosted.org/packages/d2/d2/9f4e4c4374dd1daa8367784e1bd910f18ba886db1d6b825b12edf6db3edc/fonttools-4.60.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e6c58beb17380f7c2ea181ea11e7db8c0ceb474c9dd45f48e71e2cb577d146a1", size = 4978683, upload-time = "2025-09-29T21:11:27.693Z" }, - { url = "https://files.pythonhosted.org/packages/cc/c4/0fb2dfd1ecbe9a07954cc13414713ed1eab17b1c0214ef07fc93df234a47/fonttools-4.60.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ec3681a0cb34c255d76dd9d865a55f260164adb9fa02628415cdc2d43ee2c05d", size = 5021372, upload-time = "2025-09-29T21:11:30.257Z" }, - { url = "https://files.pythonhosted.org/packages/0c/d5/495fc7ae2fab20223cc87179a8f50f40f9a6f821f271ba8301ae12bb580f/fonttools-4.60.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f4b5c37a5f40e4d733d3bbaaef082149bee5a5ea3156a785ff64d949bd1353fa", size = 5132562, upload-time = "2025-09-29T21:11:32.737Z" }, - { url = "https://files.pythonhosted.org/packages/bc/fa/021dab618526323c744e0206b3f5c8596a2e7ae9aa38db5948a131123e83/fonttools-4.60.1-cp311-cp311-win32.whl", hash = "sha256:398447f3d8c0c786cbf1209711e79080a40761eb44b27cdafffb48f52bcec258", size = 2230288, upload-time = "2025-09-29T21:11:35.015Z" }, - { url = "https://files.pythonhosted.org/packages/bb/78/0e1a6d22b427579ea5c8273e1c07def2f325b977faaf60bb7ddc01456cb1/fonttools-4.60.1-cp311-cp311-win_amd64.whl", hash = "sha256:d066ea419f719ed87bc2c99a4a4bfd77c2e5949cb724588b9dd58f3fd90b92bf", size = 2278184, upload-time = "2025-09-29T21:11:37.434Z" }, - { url = "https://files.pythonhosted.org/packages/e3/f7/a10b101b7a6f8836a5adb47f2791f2075d044a6ca123f35985c42edc82d8/fonttools-4.60.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc", size = 2832953, upload-time = "2025-09-29T21:11:39.616Z" }, - { url = "https://files.pythonhosted.org/packages/ed/fe/7bd094b59c926acf2304d2151354ddbeb74b94812f3dc943c231db09cb41/fonttools-4.60.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877", size = 2352706, upload-time = "2025-09-29T21:11:41.826Z" }, - { url = "https://files.pythonhosted.org/packages/c0/ca/4bb48a26ed95a1e7eba175535fe5805887682140ee0a0d10a88e1de84208/fonttools-4.60.1-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c", size = 4923716, upload-time = "2025-09-29T21:11:43.893Z" }, - { url = "https://files.pythonhosted.org/packages/b8/9f/2cb82999f686c1d1ddf06f6ae1a9117a880adbec113611cc9d22b2fdd465/fonttools-4.60.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401", size = 4968175, upload-time = "2025-09-29T21:11:46.439Z" }, - { url = "https://files.pythonhosted.org/packages/18/79/be569699e37d166b78e6218f2cde8c550204f2505038cdd83b42edc469b9/fonttools-4.60.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903", size = 4911031, upload-time = "2025-09-29T21:11:48.977Z" }, - { url = "https://files.pythonhosted.org/packages/cc/9f/89411cc116effaec5260ad519162f64f9c150e5522a27cbb05eb62d0c05b/fonttools-4.60.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed", size = 5062966, upload-time = "2025-09-29T21:11:54.344Z" }, - { url = "https://files.pythonhosted.org/packages/62/a1/f888221934b5731d46cb9991c7a71f30cb1f97c0ef5fcf37f8da8fce6c8e/fonttools-4.60.1-cp312-cp312-win32.whl", hash = "sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6", size = 2218750, upload-time = "2025-09-29T21:11:56.601Z" }, - { url = "https://files.pythonhosted.org/packages/88/8f/a55b5550cd33cd1028601df41acd057d4be20efa5c958f417b0c0613924d/fonttools-4.60.1-cp312-cp312-win_amd64.whl", hash = "sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383", size = 2267026, upload-time = "2025-09-29T21:11:58.852Z" }, - { url = "https://files.pythonhosted.org/packages/7c/5b/cdd2c612277b7ac7ec8c0c9bc41812c43dc7b2d5f2b0897e15fdf5a1f915/fonttools-4.60.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb", size = 2825777, upload-time = "2025-09-29T21:12:01.22Z" }, - { url = "https://files.pythonhosted.org/packages/d6/8a/de9cc0540f542963ba5e8f3a1f6ad48fa211badc3177783b9d5cadf79b5d/fonttools-4.60.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4", size = 2348080, upload-time = "2025-09-29T21:12:03.785Z" }, - { url = "https://files.pythonhosted.org/packages/2d/8b/371ab3cec97ee3fe1126b3406b7abd60c8fec8975fd79a3c75cdea0c3d83/fonttools-4.60.1-cp313-cp313-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c", size = 4903082, upload-time = "2025-09-29T21:12:06.382Z" }, - { url = "https://files.pythonhosted.org/packages/04/05/06b1455e4bc653fcb2117ac3ef5fa3a8a14919b93c60742d04440605d058/fonttools-4.60.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77", size = 4960125, upload-time = "2025-09-29T21:12:09.314Z" }, - { url = "https://files.pythonhosted.org/packages/8e/37/f3b840fcb2666f6cb97038793606bdd83488dca2d0b0fc542ccc20afa668/fonttools-4.60.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199", size = 4901454, upload-time = "2025-09-29T21:12:11.931Z" }, - { url = "https://files.pythonhosted.org/packages/fd/9e/eb76f77e82f8d4a46420aadff12cec6237751b0fb9ef1de373186dcffb5f/fonttools-4.60.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c", size = 5044495, upload-time = "2025-09-29T21:12:15.241Z" }, - { url = "https://files.pythonhosted.org/packages/f8/b3/cede8f8235d42ff7ae891bae8d619d02c8ac9fd0cfc450c5927a6200c70d/fonttools-4.60.1-cp313-cp313-win32.whl", hash = "sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272", size = 2217028, upload-time = "2025-09-29T21:12:17.96Z" }, - { url = "https://files.pythonhosted.org/packages/75/4d/b022c1577807ce8b31ffe055306ec13a866f2337ecee96e75b24b9b753ea/fonttools-4.60.1-cp313-cp313-win_amd64.whl", hash = "sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac", size = 2266200, upload-time = "2025-09-29T21:12:20.14Z" }, - { url = "https://files.pythonhosted.org/packages/9a/83/752ca11c1aa9a899b793a130f2e466b79ea0cf7279c8d79c178fc954a07b/fonttools-4.60.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:a884aef09d45ba1206712c7dbda5829562d3fea7726935d3289d343232ecb0d3", size = 2822830, upload-time = "2025-09-29T21:12:24.406Z" }, - { url = "https://files.pythonhosted.org/packages/57/17/bbeab391100331950a96ce55cfbbff27d781c1b85ebafb4167eae50d9fe3/fonttools-4.60.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8a44788d9d91df72d1a5eac49b31aeb887a5f4aab761b4cffc4196c74907ea85", size = 2345524, upload-time = "2025-09-29T21:12:26.819Z" }, - { url = "https://files.pythonhosted.org/packages/3d/2e/d4831caa96d85a84dd0da1d9f90d81cec081f551e0ea216df684092c6c97/fonttools-4.60.1-cp314-cp314-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:e852d9dda9f93ad3651ae1e3bb770eac544ec93c3807888798eccddf84596537", size = 4843490, upload-time = "2025-09-29T21:12:29.123Z" }, - { url = "https://files.pythonhosted.org/packages/49/13/5e2ea7c7a101b6fc3941be65307ef8df92cbbfa6ec4804032baf1893b434/fonttools-4.60.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:154cb6ee417e417bf5f7c42fe25858c9140c26f647c7347c06f0cc2d47eff003", size = 4944184, upload-time = "2025-09-29T21:12:31.414Z" }, - { url = "https://files.pythonhosted.org/packages/0c/2b/cf9603551c525b73fc47c52ee0b82a891579a93d9651ed694e4e2cd08bb8/fonttools-4.60.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:5664fd1a9ea7f244487ac8f10340c4e37664675e8667d6fee420766e0fb3cf08", size = 4890218, upload-time = "2025-09-29T21:12:33.936Z" }, - { url = "https://files.pythonhosted.org/packages/fd/2f/933d2352422e25f2376aae74f79eaa882a50fb3bfef3c0d4f50501267101/fonttools-4.60.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:583b7f8e3c49486e4d489ad1deacfb8d5be54a8ef34d6df824f6a171f8511d99", size = 4999324, upload-time = "2025-09-29T21:12:36.637Z" }, - { url = "https://files.pythonhosted.org/packages/38/99/234594c0391221f66216bc2c886923513b3399a148defaccf81dc3be6560/fonttools-4.60.1-cp314-cp314-win32.whl", hash = "sha256:66929e2ea2810c6533a5184f938502cfdaea4bc3efb7130d8cc02e1c1b4108d6", size = 2220861, upload-time = "2025-09-29T21:12:39.108Z" }, - { url = "https://files.pythonhosted.org/packages/3e/1d/edb5b23726dde50fc4068e1493e4fc7658eeefcaf75d4c5ffce067d07ae5/fonttools-4.60.1-cp314-cp314-win_amd64.whl", hash = "sha256:f3d5be054c461d6a2268831f04091dc82753176f6ea06dc6047a5e168265a987", size = 2270934, upload-time = "2025-09-29T21:12:41.339Z" }, - { url = "https://files.pythonhosted.org/packages/fb/da/1392aaa2170adc7071fe7f9cfd181a5684a7afcde605aebddf1fb4d76df5/fonttools-4.60.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:b6379e7546ba4ae4b18f8ae2b9bc5960936007a1c0e30b342f662577e8bc3299", size = 2894340, upload-time = "2025-09-29T21:12:43.774Z" }, - { url = "https://files.pythonhosted.org/packages/bf/a7/3b9f16e010d536ce567058b931a20b590d8f3177b2eda09edd92e392375d/fonttools-4.60.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:9d0ced62b59e0430b3690dbc5373df1c2aa7585e9a8ce38eff87f0fd993c5b01", size = 2375073, upload-time = "2025-09-29T21:12:46.437Z" }, - { url = "https://files.pythonhosted.org/packages/9b/b5/e9bcf51980f98e59bb5bb7c382a63c6f6cac0eec5f67de6d8f2322382065/fonttools-4.60.1-cp314-cp314t-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:875cb7764708b3132637f6c5fb385b16eeba0f7ac9fa45a69d35e09b47045801", size = 4849758, upload-time = "2025-09-29T21:12:48.694Z" }, - { url = "https://files.pythonhosted.org/packages/e3/dc/1d2cf7d1cba82264b2f8385db3f5960e3d8ce756b4dc65b700d2c496f7e9/fonttools-4.60.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a184b2ea57b13680ab6d5fbde99ccef152c95c06746cb7718c583abd8f945ccc", size = 5085598, upload-time = "2025-09-29T21:12:51.081Z" }, - { url = "https://files.pythonhosted.org/packages/5d/4d/279e28ba87fb20e0c69baf72b60bbf1c4d873af1476806a7b5f2b7fac1ff/fonttools-4.60.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:026290e4ec76583881763fac284aca67365e0be9f13a7fb137257096114cb3bc", size = 4957603, upload-time = "2025-09-29T21:12:53.423Z" }, - { url = "https://files.pythonhosted.org/packages/78/d4/ff19976305e0c05aa3340c805475abb00224c954d3c65e82c0a69633d55d/fonttools-4.60.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f0e8817c7d1a0c2eedebf57ef9a9896f3ea23324769a9a2061a80fe8852705ed", size = 4974184, upload-time = "2025-09-29T21:12:55.962Z" }, - { url = "https://files.pythonhosted.org/packages/63/22/8553ff6166f5cd21cfaa115aaacaa0dc73b91c079a8cfd54a482cbc0f4f5/fonttools-4.60.1-cp314-cp314t-win32.whl", hash = "sha256:1410155d0e764a4615774e5c2c6fc516259fe3eca5882f034eb9bfdbee056259", size = 2282241, upload-time = "2025-09-29T21:12:58.179Z" }, - { url = "https://files.pythonhosted.org/packages/8a/cb/fa7b4d148e11d5a72761a22e595344133e83a9507a4c231df972e657579b/fonttools-4.60.1-cp314-cp314t-win_amd64.whl", hash = "sha256:022beaea4b73a70295b688f817ddc24ed3e3418b5036ffcd5658141184ef0d0c", size = 2345760, upload-time = "2025-09-29T21:13:00.375Z" }, - { url = "https://files.pythonhosted.org/packages/c7/93/0dd45cd283c32dea1545151d8c3637b4b8c53cdb3a625aeb2885b184d74d/fonttools-4.60.1-py3-none-any.whl", hash = "sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb", size = 1143175, upload-time = "2025-09-29T21:13:24.134Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/4b/42/97a13e47a1e51a5a7142475bbcf5107fe3a68fc34aef331c897d5fb98ad0/fonttools-4.60.1.tar.gz", hash = "sha256:ef00af0439ebfee806b25f24c8f92109157ff3fac5731dc7867957812e87b8d9", size = 3559823 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/26/70/03e9d89a053caff6ae46053890eba8e4a5665a7c5638279ed4492e6d4b8b/fonttools-4.60.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9a52f254ce051e196b8fe2af4634c2d2f02c981756c6464dc192f1b6050b4e28", size = 2810747 }, + { url = "https://files.pythonhosted.org/packages/6f/41/449ad5aff9670ab0df0f61ee593906b67a36d7e0b4d0cd7fa41ac0325bf5/fonttools-4.60.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c7420a2696a44650120cdd269a5d2e56a477e2bfa9d95e86229059beb1c19e15", size = 2346909 }, + { url = "https://files.pythonhosted.org/packages/9a/18/e5970aa96c8fad1cb19a9479cc3b7602c0c98d250fcdc06a5da994309c50/fonttools-4.60.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee0c0b3b35b34f782afc673d503167157094a16f442ace7c6c5e0ca80b08f50c", size = 4864572 }, + { url = "https://files.pythonhosted.org/packages/ce/20/9b2b4051b6ec6689480787d506b5003f72648f50972a92d04527a456192c/fonttools-4.60.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:282dafa55f9659e8999110bd8ed422ebe1c8aecd0dc396550b038e6c9a08b8ea", size = 4794635 }, + { url = "https://files.pythonhosted.org/packages/10/52/c791f57347c1be98f8345e3dca4ac483eb97666dd7c47f3059aeffab8b59/fonttools-4.60.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4ba4bd646e86de16160f0fb72e31c3b9b7d0721c3e5b26b9fa2fc931dfdb2652", size = 4843878 }, + { url = "https://files.pythonhosted.org/packages/69/e9/35c24a8d01644cee8c090a22fad34d5b61d1e0a8ecbc9945ad785ebf2e9e/fonttools-4.60.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:0b0835ed15dd5b40d726bb61c846a688f5b4ce2208ec68779bc81860adb5851a", size = 4954555 }, + { url = "https://files.pythonhosted.org/packages/f7/86/fb1e994971be4bdfe3a307de6373ef69a9df83fb66e3faa9c8114893d4cc/fonttools-4.60.1-cp310-cp310-win32.whl", hash = "sha256:1525796c3ffe27bb6268ed2a1bb0dcf214d561dfaf04728abf01489eb5339dce", size = 2232019 }, + { url = "https://files.pythonhosted.org/packages/40/84/62a19e2bd56f0e9fb347486a5b26376bade4bf6bbba64dda2c103bd08c94/fonttools-4.60.1-cp310-cp310-win_amd64.whl", hash = "sha256:268ecda8ca6cb5c4f044b1fb9b3b376e8cd1b361cef275082429dc4174907038", size = 2276803 }, + { url = "https://files.pythonhosted.org/packages/ea/85/639aa9bface1537e0fb0f643690672dde0695a5bbbc90736bc571b0b1941/fonttools-4.60.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:7b4c32e232a71f63a5d00259ca3d88345ce2a43295bb049d21061f338124246f", size = 2831872 }, + { url = "https://files.pythonhosted.org/packages/6b/47/3c63158459c95093be9618794acb1067b3f4d30dcc5c3e8114b70e67a092/fonttools-4.60.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:3630e86c484263eaac71d117085d509cbcf7b18f677906824e4bace598fb70d2", size = 2356990 }, + { url = "https://files.pythonhosted.org/packages/94/dd/1934b537c86fcf99f9761823f1fc37a98fbd54568e8e613f29a90fed95a9/fonttools-4.60.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5c1015318e4fec75dd4943ad5f6a206d9727adf97410d58b7e32ab644a807914", size = 5042189 }, + { url = "https://files.pythonhosted.org/packages/d2/d2/9f4e4c4374dd1daa8367784e1bd910f18ba886db1d6b825b12edf6db3edc/fonttools-4.60.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e6c58beb17380f7c2ea181ea11e7db8c0ceb474c9dd45f48e71e2cb577d146a1", size = 4978683 }, + { url = "https://files.pythonhosted.org/packages/cc/c4/0fb2dfd1ecbe9a07954cc13414713ed1eab17b1c0214ef07fc93df234a47/fonttools-4.60.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ec3681a0cb34c255d76dd9d865a55f260164adb9fa02628415cdc2d43ee2c05d", size = 5021372 }, + { url = "https://files.pythonhosted.org/packages/0c/d5/495fc7ae2fab20223cc87179a8f50f40f9a6f821f271ba8301ae12bb580f/fonttools-4.60.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f4b5c37a5f40e4d733d3bbaaef082149bee5a5ea3156a785ff64d949bd1353fa", size = 5132562 }, + { url = "https://files.pythonhosted.org/packages/bc/fa/021dab618526323c744e0206b3f5c8596a2e7ae9aa38db5948a131123e83/fonttools-4.60.1-cp311-cp311-win32.whl", hash = "sha256:398447f3d8c0c786cbf1209711e79080a40761eb44b27cdafffb48f52bcec258", size = 2230288 }, + { url = "https://files.pythonhosted.org/packages/bb/78/0e1a6d22b427579ea5c8273e1c07def2f325b977faaf60bb7ddc01456cb1/fonttools-4.60.1-cp311-cp311-win_amd64.whl", hash = "sha256:d066ea419f719ed87bc2c99a4a4bfd77c2e5949cb724588b9dd58f3fd90b92bf", size = 2278184 }, + { url = "https://files.pythonhosted.org/packages/e3/f7/a10b101b7a6f8836a5adb47f2791f2075d044a6ca123f35985c42edc82d8/fonttools-4.60.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:7b0c6d57ab00dae9529f3faf187f2254ea0aa1e04215cf2f1a8ec277c96661bc", size = 2832953 }, + { url = "https://files.pythonhosted.org/packages/ed/fe/7bd094b59c926acf2304d2151354ddbeb74b94812f3dc943c231db09cb41/fonttools-4.60.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:839565cbf14645952d933853e8ade66a463684ed6ed6c9345d0faf1f0e868877", size = 2352706 }, + { url = "https://files.pythonhosted.org/packages/c0/ca/4bb48a26ed95a1e7eba175535fe5805887682140ee0a0d10a88e1de84208/fonttools-4.60.1-cp312-cp312-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:8177ec9676ea6e1793c8a084a90b65a9f778771998eb919d05db6d4b1c0b114c", size = 4923716 }, + { url = "https://files.pythonhosted.org/packages/b8/9f/2cb82999f686c1d1ddf06f6ae1a9117a880adbec113611cc9d22b2fdd465/fonttools-4.60.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:996a4d1834524adbb423385d5a629b868ef9d774670856c63c9a0408a3063401", size = 4968175 }, + { url = "https://files.pythonhosted.org/packages/18/79/be569699e37d166b78e6218f2cde8c550204f2505038cdd83b42edc469b9/fonttools-4.60.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a46b2f450bc79e06ef3b6394f0c68660529ed51692606ad7f953fc2e448bc903", size = 4911031 }, + { url = "https://files.pythonhosted.org/packages/cc/9f/89411cc116effaec5260ad519162f64f9c150e5522a27cbb05eb62d0c05b/fonttools-4.60.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:6ec722ee589e89a89f5b7574f5c45604030aa6ae24cb2c751e2707193b466fed", size = 5062966 }, + { url = "https://files.pythonhosted.org/packages/62/a1/f888221934b5731d46cb9991c7a71f30cb1f97c0ef5fcf37f8da8fce6c8e/fonttools-4.60.1-cp312-cp312-win32.whl", hash = "sha256:b2cf105cee600d2de04ca3cfa1f74f1127f8455b71dbad02b9da6ec266e116d6", size = 2218750 }, + { url = "https://files.pythonhosted.org/packages/88/8f/a55b5550cd33cd1028601df41acd057d4be20efa5c958f417b0c0613924d/fonttools-4.60.1-cp312-cp312-win_amd64.whl", hash = "sha256:992775c9fbe2cf794786fa0ffca7f09f564ba3499b8fe9f2f80bd7197db60383", size = 2267026 }, + { url = "https://files.pythonhosted.org/packages/7c/5b/cdd2c612277b7ac7ec8c0c9bc41812c43dc7b2d5f2b0897e15fdf5a1f915/fonttools-4.60.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:6f68576bb4bbf6060c7ab047b1574a1ebe5c50a17de62830079967b211059ebb", size = 2825777 }, + { url = "https://files.pythonhosted.org/packages/d6/8a/de9cc0540f542963ba5e8f3a1f6ad48fa211badc3177783b9d5cadf79b5d/fonttools-4.60.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:eedacb5c5d22b7097482fa834bda0dafa3d914a4e829ec83cdea2a01f8c813c4", size = 2348080 }, + { url = "https://files.pythonhosted.org/packages/2d/8b/371ab3cec97ee3fe1126b3406b7abd60c8fec8975fd79a3c75cdea0c3d83/fonttools-4.60.1-cp313-cp313-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b33a7884fabd72bdf5f910d0cf46be50dce86a0362a65cfc746a4168c67eb96c", size = 4903082 }, + { url = "https://files.pythonhosted.org/packages/04/05/06b1455e4bc653fcb2117ac3ef5fa3a8a14919b93c60742d04440605d058/fonttools-4.60.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:2409d5fb7b55fd70f715e6d34e7a6e4f7511b8ad29a49d6df225ee76da76dd77", size = 4960125 }, + { url = "https://files.pythonhosted.org/packages/8e/37/f3b840fcb2666f6cb97038793606bdd83488dca2d0b0fc542ccc20afa668/fonttools-4.60.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:c8651e0d4b3bdeda6602b85fdc2abbefc1b41e573ecb37b6779c4ca50753a199", size = 4901454 }, + { url = "https://files.pythonhosted.org/packages/fd/9e/eb76f77e82f8d4a46420aadff12cec6237751b0fb9ef1de373186dcffb5f/fonttools-4.60.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:145daa14bf24824b677b9357c5e44fd8895c2a8f53596e1b9ea3496081dc692c", size = 5044495 }, + { url = "https://files.pythonhosted.org/packages/f8/b3/cede8f8235d42ff7ae891bae8d619d02c8ac9fd0cfc450c5927a6200c70d/fonttools-4.60.1-cp313-cp313-win32.whl", hash = "sha256:2299df884c11162617a66b7c316957d74a18e3758c0274762d2cc87df7bc0272", size = 2217028 }, + { url = "https://files.pythonhosted.org/packages/75/4d/b022c1577807ce8b31ffe055306ec13a866f2337ecee96e75b24b9b753ea/fonttools-4.60.1-cp313-cp313-win_amd64.whl", hash = "sha256:a3db56f153bd4c5c2b619ab02c5db5192e222150ce5a1bc10f16164714bc39ac", size = 2266200 }, + { url = "https://files.pythonhosted.org/packages/9a/83/752ca11c1aa9a899b793a130f2e466b79ea0cf7279c8d79c178fc954a07b/fonttools-4.60.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:a884aef09d45ba1206712c7dbda5829562d3fea7726935d3289d343232ecb0d3", size = 2822830 }, + { url = "https://files.pythonhosted.org/packages/57/17/bbeab391100331950a96ce55cfbbff27d781c1b85ebafb4167eae50d9fe3/fonttools-4.60.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8a44788d9d91df72d1a5eac49b31aeb887a5f4aab761b4cffc4196c74907ea85", size = 2345524 }, + { url = "https://files.pythonhosted.org/packages/3d/2e/d4831caa96d85a84dd0da1d9f90d81cec081f551e0ea216df684092c6c97/fonttools-4.60.1-cp314-cp314-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:e852d9dda9f93ad3651ae1e3bb770eac544ec93c3807888798eccddf84596537", size = 4843490 }, + { url = "https://files.pythonhosted.org/packages/49/13/5e2ea7c7a101b6fc3941be65307ef8df92cbbfa6ec4804032baf1893b434/fonttools-4.60.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:154cb6ee417e417bf5f7c42fe25858c9140c26f647c7347c06f0cc2d47eff003", size = 4944184 }, + { url = "https://files.pythonhosted.org/packages/0c/2b/cf9603551c525b73fc47c52ee0b82a891579a93d9651ed694e4e2cd08bb8/fonttools-4.60.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:5664fd1a9ea7f244487ac8f10340c4e37664675e8667d6fee420766e0fb3cf08", size = 4890218 }, + { url = "https://files.pythonhosted.org/packages/fd/2f/933d2352422e25f2376aae74f79eaa882a50fb3bfef3c0d4f50501267101/fonttools-4.60.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:583b7f8e3c49486e4d489ad1deacfb8d5be54a8ef34d6df824f6a171f8511d99", size = 4999324 }, + { url = "https://files.pythonhosted.org/packages/38/99/234594c0391221f66216bc2c886923513b3399a148defaccf81dc3be6560/fonttools-4.60.1-cp314-cp314-win32.whl", hash = "sha256:66929e2ea2810c6533a5184f938502cfdaea4bc3efb7130d8cc02e1c1b4108d6", size = 2220861 }, + { url = "https://files.pythonhosted.org/packages/3e/1d/edb5b23726dde50fc4068e1493e4fc7658eeefcaf75d4c5ffce067d07ae5/fonttools-4.60.1-cp314-cp314-win_amd64.whl", hash = "sha256:f3d5be054c461d6a2268831f04091dc82753176f6ea06dc6047a5e168265a987", size = 2270934 }, + { url = "https://files.pythonhosted.org/packages/fb/da/1392aaa2170adc7071fe7f9cfd181a5684a7afcde605aebddf1fb4d76df5/fonttools-4.60.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:b6379e7546ba4ae4b18f8ae2b9bc5960936007a1c0e30b342f662577e8bc3299", size = 2894340 }, + { url = "https://files.pythonhosted.org/packages/bf/a7/3b9f16e010d536ce567058b931a20b590d8f3177b2eda09edd92e392375d/fonttools-4.60.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:9d0ced62b59e0430b3690dbc5373df1c2aa7585e9a8ce38eff87f0fd993c5b01", size = 2375073 }, + { url = "https://files.pythonhosted.org/packages/9b/b5/e9bcf51980f98e59bb5bb7c382a63c6f6cac0eec5f67de6d8f2322382065/fonttools-4.60.1-cp314-cp314t-manylinux1_x86_64.manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:875cb7764708b3132637f6c5fb385b16eeba0f7ac9fa45a69d35e09b47045801", size = 4849758 }, + { url = "https://files.pythonhosted.org/packages/e3/dc/1d2cf7d1cba82264b2f8385db3f5960e3d8ce756b4dc65b700d2c496f7e9/fonttools-4.60.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a184b2ea57b13680ab6d5fbde99ccef152c95c06746cb7718c583abd8f945ccc", size = 5085598 }, + { url = "https://files.pythonhosted.org/packages/5d/4d/279e28ba87fb20e0c69baf72b60bbf1c4d873af1476806a7b5f2b7fac1ff/fonttools-4.60.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:026290e4ec76583881763fac284aca67365e0be9f13a7fb137257096114cb3bc", size = 4957603 }, + { url = "https://files.pythonhosted.org/packages/78/d4/ff19976305e0c05aa3340c805475abb00224c954d3c65e82c0a69633d55d/fonttools-4.60.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:f0e8817c7d1a0c2eedebf57ef9a9896f3ea23324769a9a2061a80fe8852705ed", size = 4974184 }, + { url = "https://files.pythonhosted.org/packages/63/22/8553ff6166f5cd21cfaa115aaacaa0dc73b91c079a8cfd54a482cbc0f4f5/fonttools-4.60.1-cp314-cp314t-win32.whl", hash = "sha256:1410155d0e764a4615774e5c2c6fc516259fe3eca5882f034eb9bfdbee056259", size = 2282241 }, + { url = "https://files.pythonhosted.org/packages/8a/cb/fa7b4d148e11d5a72761a22e595344133e83a9507a4c231df972e657579b/fonttools-4.60.1-cp314-cp314t-win_amd64.whl", hash = "sha256:022beaea4b73a70295b688f817ddc24ed3e3418b5036ffcd5658141184ef0d0c", size = 2345760 }, + { url = "https://files.pythonhosted.org/packages/c7/93/0dd45cd283c32dea1545151d8c3637b4b8c53cdb3a625aeb2885b184d74d/fonttools-4.60.1-py3-none-any.whl", hash = "sha256:906306ac7afe2156fcf0042173d6ebbb05416af70f6b370967b47f8f00103bbb", size = 1143175 }, ] [[package]] name = "frozenlist" version = "1.8.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/2d/f5/c831fac6cc817d26fd54c7eaccd04ef7e0288806943f7cc5bbf69f3ac1f0/frozenlist-1.8.0.tar.gz", hash = "sha256:3ede829ed8d842f6cd48fc7081d7a41001a56f1f38603f9d49bf3020d59a31ad", size = 45875, upload-time = "2025-10-06T05:38:17.865Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/83/4a/557715d5047da48d54e659203b9335be7bfaafda2c3f627b7c47e0b3aaf3/frozenlist-1.8.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b37f6d31b3dcea7deb5e9696e529a6aa4a898adc33db82da12e4c60a7c4d2011", size = 86230, upload-time = "2025-10-06T05:35:23.699Z" }, - { url = "https://files.pythonhosted.org/packages/a2/fb/c85f9fed3ea8fe8740e5b46a59cc141c23b842eca617da8876cfce5f760e/frozenlist-1.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ef2b7b394f208233e471abc541cc6991f907ffd47dc72584acee3147899d6565", size = 49621, upload-time = "2025-10-06T05:35:25.341Z" }, - { url = "https://files.pythonhosted.org/packages/63/70/26ca3f06aace16f2352796b08704338d74b6d1a24ca38f2771afbb7ed915/frozenlist-1.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a88f062f072d1589b7b46e951698950e7da00442fc1cacbe17e19e025dc327ad", size = 49889, upload-time = "2025-10-06T05:35:26.797Z" }, - { url = "https://files.pythonhosted.org/packages/5d/ed/c7895fd2fde7f3ee70d248175f9b6cdf792fb741ab92dc59cd9ef3bd241b/frozenlist-1.8.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f57fb59d9f385710aa7060e89410aeb5058b99e62f4d16b08b91986b9a2140c2", size = 219464, upload-time = "2025-10-06T05:35:28.254Z" }, - { url = "https://files.pythonhosted.org/packages/6b/83/4d587dccbfca74cb8b810472392ad62bfa100bf8108c7223eb4c4fa2f7b3/frozenlist-1.8.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:799345ab092bee59f01a915620b5d014698547afd011e691a208637312db9186", size = 221649, upload-time = "2025-10-06T05:35:29.454Z" }, - { url = "https://files.pythonhosted.org/packages/6a/c6/fd3b9cd046ec5fff9dab66831083bc2077006a874a2d3d9247dea93ddf7e/frozenlist-1.8.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:c23c3ff005322a6e16f71bf8692fcf4d5a304aaafe1e262c98c6d4adc7be863e", size = 219188, upload-time = "2025-10-06T05:35:30.951Z" }, - { url = "https://files.pythonhosted.org/packages/ce/80/6693f55eb2e085fc8afb28cf611448fb5b90e98e068fa1d1b8d8e66e5c7d/frozenlist-1.8.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8a76ea0f0b9dfa06f254ee06053d93a600865b3274358ca48a352ce4f0798450", size = 231748, upload-time = "2025-10-06T05:35:32.101Z" }, - { url = "https://files.pythonhosted.org/packages/97/d6/e9459f7c5183854abd989ba384fe0cc1a0fb795a83c033f0571ec5933ca4/frozenlist-1.8.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:c7366fe1418a6133d5aa824ee53d406550110984de7637d65a178010f759c6ef", size = 236351, upload-time = "2025-10-06T05:35:33.834Z" }, - { url = "https://files.pythonhosted.org/packages/97/92/24e97474b65c0262e9ecd076e826bfd1d3074adcc165a256e42e7b8a7249/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:13d23a45c4cebade99340c4165bd90eeb4a56c6d8a9d8aa49568cac19a6d0dc4", size = 218767, upload-time = "2025-10-06T05:35:35.205Z" }, - { url = "https://files.pythonhosted.org/packages/ee/bf/dc394a097508f15abff383c5108cb8ad880d1f64a725ed3b90d5c2fbf0bb/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:e4a3408834f65da56c83528fb52ce7911484f0d1eaf7b761fc66001db1646eff", size = 235887, upload-time = "2025-10-06T05:35:36.354Z" }, - { url = "https://files.pythonhosted.org/packages/40/90/25b201b9c015dbc999a5baf475a257010471a1fa8c200c843fd4abbee725/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:42145cd2748ca39f32801dad54aeea10039da6f86e303659db90db1c4b614c8c", size = 228785, upload-time = "2025-10-06T05:35:37.949Z" }, - { url = "https://files.pythonhosted.org/packages/84/f4/b5bc148df03082f05d2dd30c089e269acdbe251ac9a9cf4e727b2dbb8a3d/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:e2de870d16a7a53901e41b64ffdf26f2fbb8917b3e6ebf398098d72c5b20bd7f", size = 230312, upload-time = "2025-10-06T05:35:39.178Z" }, - { url = "https://files.pythonhosted.org/packages/db/4b/87e95b5d15097c302430e647136b7d7ab2398a702390cf4c8601975709e7/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:20e63c9493d33ee48536600d1a5c95eefc870cd71e7ab037763d1fbb89cc51e7", size = 217650, upload-time = "2025-10-06T05:35:40.377Z" }, - { url = "https://files.pythonhosted.org/packages/e5/70/78a0315d1fea97120591a83e0acd644da638c872f142fd72a6cebee825f3/frozenlist-1.8.0-cp310-cp310-win32.whl", hash = "sha256:adbeebaebae3526afc3c96fad434367cafbfd1b25d72369a9e5858453b1bb71a", size = 39659, upload-time = "2025-10-06T05:35:41.863Z" }, - { url = "https://files.pythonhosted.org/packages/66/aa/3f04523fb189a00e147e60c5b2205126118f216b0aa908035c45336e27e4/frozenlist-1.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:667c3777ca571e5dbeb76f331562ff98b957431df140b54c85fd4d52eea8d8f6", size = 43837, upload-time = "2025-10-06T05:35:43.205Z" }, - { url = "https://files.pythonhosted.org/packages/39/75/1135feecdd7c336938bd55b4dc3b0dfc46d85b9be12ef2628574b28de776/frozenlist-1.8.0-cp310-cp310-win_arm64.whl", hash = "sha256:80f85f0a7cc86e7a54c46d99c9e1318ff01f4687c172ede30fd52d19d1da1c8e", size = 39989, upload-time = "2025-10-06T05:35:44.596Z" }, - { url = "https://files.pythonhosted.org/packages/bc/03/077f869d540370db12165c0aa51640a873fb661d8b315d1d4d67b284d7ac/frozenlist-1.8.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:09474e9831bc2b2199fad6da3c14c7b0fbdd377cce9d3d77131be28906cb7d84", size = 86912, upload-time = "2025-10-06T05:35:45.98Z" }, - { url = "https://files.pythonhosted.org/packages/df/b5/7610b6bd13e4ae77b96ba85abea1c8cb249683217ef09ac9e0ae93f25a91/frozenlist-1.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:17c883ab0ab67200b5f964d2b9ed6b00971917d5d8a92df149dc2c9779208ee9", size = 50046, upload-time = "2025-10-06T05:35:47.009Z" }, - { url = "https://files.pythonhosted.org/packages/6e/ef/0e8f1fe32f8a53dd26bdd1f9347efe0778b0fddf62789ea683f4cc7d787d/frozenlist-1.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:fa47e444b8ba08fffd1c18e8cdb9a75db1b6a27f17507522834ad13ed5922b93", size = 50119, upload-time = "2025-10-06T05:35:48.38Z" }, - { url = "https://files.pythonhosted.org/packages/11/b1/71a477adc7c36e5fb628245dfbdea2166feae310757dea848d02bd0689fd/frozenlist-1.8.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2552f44204b744fba866e573be4c1f9048d6a324dfe14475103fd51613eb1d1f", size = 231067, upload-time = "2025-10-06T05:35:49.97Z" }, - { url = "https://files.pythonhosted.org/packages/45/7e/afe40eca3a2dc19b9904c0f5d7edfe82b5304cb831391edec0ac04af94c2/frozenlist-1.8.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:957e7c38f250991e48a9a73e6423db1bb9dd14e722a10f6b8bb8e16a0f55f695", size = 233160, upload-time = "2025-10-06T05:35:51.729Z" }, - { url = "https://files.pythonhosted.org/packages/a6/aa/7416eac95603ce428679d273255ffc7c998d4132cfae200103f164b108aa/frozenlist-1.8.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:8585e3bb2cdea02fc88ffa245069c36555557ad3609e83be0ec71f54fd4abb52", size = 228544, upload-time = "2025-10-06T05:35:53.246Z" }, - { url = "https://files.pythonhosted.org/packages/8b/3d/2a2d1f683d55ac7e3875e4263d28410063e738384d3adc294f5ff3d7105e/frozenlist-1.8.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:edee74874ce20a373d62dc28b0b18b93f645633c2943fd90ee9d898550770581", size = 243797, upload-time = "2025-10-06T05:35:54.497Z" }, - { url = "https://files.pythonhosted.org/packages/78/1e/2d5565b589e580c296d3bb54da08d206e797d941a83a6fdea42af23be79c/frozenlist-1.8.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:c9a63152fe95756b85f31186bddf42e4c02c6321207fd6601a1c89ebac4fe567", size = 247923, upload-time = "2025-10-06T05:35:55.861Z" }, - { url = "https://files.pythonhosted.org/packages/aa/c3/65872fcf1d326a7f101ad4d86285c403c87be7d832b7470b77f6d2ed5ddc/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b6db2185db9be0a04fecf2f241c70b63b1a242e2805be291855078f2b404dd6b", size = 230886, upload-time = "2025-10-06T05:35:57.399Z" }, - { url = "https://files.pythonhosted.org/packages/a0/76/ac9ced601d62f6956f03cc794f9e04c81719509f85255abf96e2510f4265/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:f4be2e3d8bc8aabd566f8d5b8ba7ecc09249d74ba3c9ed52e54dc23a293f0b92", size = 245731, upload-time = "2025-10-06T05:35:58.563Z" }, - { url = "https://files.pythonhosted.org/packages/b9/49/ecccb5f2598daf0b4a1415497eba4c33c1e8ce07495eb07d2860c731b8d5/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:c8d1634419f39ea6f5c427ea2f90ca85126b54b50837f31497f3bf38266e853d", size = 241544, upload-time = "2025-10-06T05:35:59.719Z" }, - { url = "https://files.pythonhosted.org/packages/53/4b/ddf24113323c0bbcc54cb38c8b8916f1da7165e07b8e24a717b4a12cbf10/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:1a7fa382a4a223773ed64242dbe1c9c326ec09457e6b8428efb4118c685c3dfd", size = 241806, upload-time = "2025-10-06T05:36:00.959Z" }, - { url = "https://files.pythonhosted.org/packages/a7/fb/9b9a084d73c67175484ba2789a59f8eebebd0827d186a8102005ce41e1ba/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:11847b53d722050808926e785df837353bd4d75f1d494377e59b23594d834967", size = 229382, upload-time = "2025-10-06T05:36:02.22Z" }, - { url = "https://files.pythonhosted.org/packages/95/a3/c8fb25aac55bf5e12dae5c5aa6a98f85d436c1dc658f21c3ac73f9fa95e5/frozenlist-1.8.0-cp311-cp311-win32.whl", hash = "sha256:27c6e8077956cf73eadd514be8fb04d77fc946a7fe9f7fe167648b0b9085cc25", size = 39647, upload-time = "2025-10-06T05:36:03.409Z" }, - { url = "https://files.pythonhosted.org/packages/0a/f5/603d0d6a02cfd4c8f2a095a54672b3cf967ad688a60fb9faf04fc4887f65/frozenlist-1.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:ac913f8403b36a2c8610bbfd25b8013488533e71e62b4b4adce9c86c8cea905b", size = 44064, upload-time = "2025-10-06T05:36:04.368Z" }, - { url = "https://files.pythonhosted.org/packages/5d/16/c2c9ab44e181f043a86f9a8f84d5124b62dbcb3a02c0977ec72b9ac1d3e0/frozenlist-1.8.0-cp311-cp311-win_arm64.whl", hash = "sha256:d4d3214a0f8394edfa3e303136d0575eece0745ff2b47bd2cb2e66dd92d4351a", size = 39937, upload-time = "2025-10-06T05:36:05.669Z" }, - { url = "https://files.pythonhosted.org/packages/69/29/948b9aa87e75820a38650af445d2ef2b6b8a6fab1a23b6bb9e4ef0be2d59/frozenlist-1.8.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:78f7b9e5d6f2fdb88cdde9440dc147259b62b9d3b019924def9f6478be254ac1", size = 87782, upload-time = "2025-10-06T05:36:06.649Z" }, - { url = "https://files.pythonhosted.org/packages/64/80/4f6e318ee2a7c0750ed724fa33a4bdf1eacdc5a39a7a24e818a773cd91af/frozenlist-1.8.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:229bf37d2e4acdaf808fd3f06e854a4a7a3661e871b10dc1f8f1896a3b05f18b", size = 50594, upload-time = "2025-10-06T05:36:07.69Z" }, - { url = "https://files.pythonhosted.org/packages/2b/94/5c8a2b50a496b11dd519f4a24cb5496cf125681dd99e94c604ccdea9419a/frozenlist-1.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f833670942247a14eafbb675458b4e61c82e002a148f49e68257b79296e865c4", size = 50448, upload-time = "2025-10-06T05:36:08.78Z" }, - { url = "https://files.pythonhosted.org/packages/6a/bd/d91c5e39f490a49df14320f4e8c80161cfcce09f1e2cde1edd16a551abb3/frozenlist-1.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:494a5952b1c597ba44e0e78113a7266e656b9794eec897b19ead706bd7074383", size = 242411, upload-time = "2025-10-06T05:36:09.801Z" }, - { url = "https://files.pythonhosted.org/packages/8f/83/f61505a05109ef3293dfb1ff594d13d64a2324ac3482be2cedc2be818256/frozenlist-1.8.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96f423a119f4777a4a056b66ce11527366a8bb92f54e541ade21f2374433f6d4", size = 243014, upload-time = "2025-10-06T05:36:11.394Z" }, - { url = "https://files.pythonhosted.org/packages/d8/cb/cb6c7b0f7d4023ddda30cf56b8b17494eb3a79e3fda666bf735f63118b35/frozenlist-1.8.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3462dd9475af2025c31cc61be6652dfa25cbfb56cbbf52f4ccfe029f38decaf8", size = 234909, upload-time = "2025-10-06T05:36:12.598Z" }, - { url = "https://files.pythonhosted.org/packages/31/c5/cd7a1f3b8b34af009fb17d4123c5a778b44ae2804e3ad6b86204255f9ec5/frozenlist-1.8.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c4c800524c9cd9bac5166cd6f55285957fcfc907db323e193f2afcd4d9abd69b", size = 250049, upload-time = "2025-10-06T05:36:14.065Z" }, - { url = "https://files.pythonhosted.org/packages/c0/01/2f95d3b416c584a1e7f0e1d6d31998c4a795f7544069ee2e0962a4b60740/frozenlist-1.8.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d6a5df73acd3399d893dafc71663ad22534b5aa4f94e8a2fabfe856c3c1b6a52", size = 256485, upload-time = "2025-10-06T05:36:15.39Z" }, - { url = "https://files.pythonhosted.org/packages/ce/03/024bf7720b3abaebcff6d0793d73c154237b85bdf67b7ed55e5e9596dc9a/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:405e8fe955c2280ce66428b3ca55e12b3c4e9c336fb2103a4937e891c69a4a29", size = 237619, upload-time = "2025-10-06T05:36:16.558Z" }, - { url = "https://files.pythonhosted.org/packages/69/fa/f8abdfe7d76b731f5d8bd217827cf6764d4f1d9763407e42717b4bed50a0/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:908bd3f6439f2fef9e85031b59fd4f1297af54415fb60e4254a95f75b3cab3f3", size = 250320, upload-time = "2025-10-06T05:36:17.821Z" }, - { url = "https://files.pythonhosted.org/packages/f5/3c/b051329f718b463b22613e269ad72138cc256c540f78a6de89452803a47d/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:294e487f9ec720bd8ffcebc99d575f7eff3568a08a253d1ee1a0378754b74143", size = 246820, upload-time = "2025-10-06T05:36:19.046Z" }, - { url = "https://files.pythonhosted.org/packages/0f/ae/58282e8f98e444b3f4dd42448ff36fa38bef29e40d40f330b22e7108f565/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:74c51543498289c0c43656701be6b077f4b265868fa7f8a8859c197006efb608", size = 250518, upload-time = "2025-10-06T05:36:20.763Z" }, - { url = "https://files.pythonhosted.org/packages/8f/96/007e5944694d66123183845a106547a15944fbbb7154788cbf7272789536/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:776f352e8329135506a1d6bf16ac3f87bc25b28e765949282dcc627af36123aa", size = 239096, upload-time = "2025-10-06T05:36:22.129Z" }, - { url = "https://files.pythonhosted.org/packages/66/bb/852b9d6db2fa40be96f29c0d1205c306288f0684df8fd26ca1951d461a56/frozenlist-1.8.0-cp312-cp312-win32.whl", hash = "sha256:433403ae80709741ce34038da08511d4a77062aa924baf411ef73d1146e74faf", size = 39985, upload-time = "2025-10-06T05:36:23.661Z" }, - { url = "https://files.pythonhosted.org/packages/b8/af/38e51a553dd66eb064cdf193841f16f077585d4d28394c2fa6235cb41765/frozenlist-1.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:34187385b08f866104f0c0617404c8eb08165ab1272e884abc89c112e9c00746", size = 44591, upload-time = "2025-10-06T05:36:24.958Z" }, - { url = "https://files.pythonhosted.org/packages/a7/06/1dc65480ab147339fecc70797e9c2f69d9cea9cf38934ce08df070fdb9cb/frozenlist-1.8.0-cp312-cp312-win_arm64.whl", hash = "sha256:fe3c58d2f5db5fbd18c2987cba06d51b0529f52bc3a6cdc33d3f4eab725104bd", size = 40102, upload-time = "2025-10-06T05:36:26.333Z" }, - { url = "https://files.pythonhosted.org/packages/2d/40/0832c31a37d60f60ed79e9dfb5a92e1e2af4f40a16a29abcc7992af9edff/frozenlist-1.8.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:8d92f1a84bb12d9e56f818b3a746f3efba93c1b63c8387a73dde655e1e42282a", size = 85717, upload-time = "2025-10-06T05:36:27.341Z" }, - { url = "https://files.pythonhosted.org/packages/30/ba/b0b3de23f40bc55a7057bd38434e25c34fa48e17f20ee273bbde5e0650f3/frozenlist-1.8.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:96153e77a591c8adc2ee805756c61f59fef4cf4073a9275ee86fe8cba41241f7", size = 49651, upload-time = "2025-10-06T05:36:28.855Z" }, - { url = "https://files.pythonhosted.org/packages/0c/ab/6e5080ee374f875296c4243c381bbdef97a9ac39c6e3ce1d5f7d42cb78d6/frozenlist-1.8.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f21f00a91358803399890ab167098c131ec2ddd5f8f5fd5fe9c9f2c6fcd91e40", size = 49417, upload-time = "2025-10-06T05:36:29.877Z" }, - { url = "https://files.pythonhosted.org/packages/d5/4e/e4691508f9477ce67da2015d8c00acd751e6287739123113a9fca6f1604e/frozenlist-1.8.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:fb30f9626572a76dfe4293c7194a09fb1fe93ba94c7d4f720dfae3b646b45027", size = 234391, upload-time = "2025-10-06T05:36:31.301Z" }, - { url = "https://files.pythonhosted.org/packages/40/76/c202df58e3acdf12969a7895fd6f3bc016c642e6726aa63bd3025e0fc71c/frozenlist-1.8.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:eaa352d7047a31d87dafcacbabe89df0aa506abb5b1b85a2fb91bc3faa02d822", size = 233048, upload-time = "2025-10-06T05:36:32.531Z" }, - { url = "https://files.pythonhosted.org/packages/f9/c0/8746afb90f17b73ca5979c7a3958116e105ff796e718575175319b5bb4ce/frozenlist-1.8.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:03ae967b4e297f58f8c774c7eabcce57fe3c2434817d4385c50661845a058121", size = 226549, upload-time = "2025-10-06T05:36:33.706Z" }, - { url = "https://files.pythonhosted.org/packages/7e/eb/4c7eefc718ff72f9b6c4893291abaae5fbc0c82226a32dcd8ef4f7a5dbef/frozenlist-1.8.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f6292f1de555ffcc675941d65fffffb0a5bcd992905015f85d0592201793e0e5", size = 239833, upload-time = "2025-10-06T05:36:34.947Z" }, - { url = "https://files.pythonhosted.org/packages/c2/4e/e5c02187cf704224f8b21bee886f3d713ca379535f16893233b9d672ea71/frozenlist-1.8.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29548f9b5b5e3460ce7378144c3010363d8035cea44bc0bf02d57f5a685e084e", size = 245363, upload-time = "2025-10-06T05:36:36.534Z" }, - { url = "https://files.pythonhosted.org/packages/1f/96/cb85ec608464472e82ad37a17f844889c36100eed57bea094518bf270692/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ec3cc8c5d4084591b4237c0a272cc4f50a5b03396a47d9caaf76f5d7b38a4f11", size = 229314, upload-time = "2025-10-06T05:36:38.582Z" }, - { url = "https://files.pythonhosted.org/packages/5d/6f/4ae69c550e4cee66b57887daeebe006fe985917c01d0fff9caab9883f6d0/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:517279f58009d0b1f2e7c1b130b377a349405da3f7621ed6bfae50b10adf20c1", size = 243365, upload-time = "2025-10-06T05:36:40.152Z" }, - { url = "https://files.pythonhosted.org/packages/7a/58/afd56de246cf11780a40a2c28dc7cbabbf06337cc8ddb1c780a2d97e88d8/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:db1e72ede2d0d7ccb213f218df6a078a9c09a7de257c2fe8fcef16d5925230b1", size = 237763, upload-time = "2025-10-06T05:36:41.355Z" }, - { url = "https://files.pythonhosted.org/packages/cb/36/cdfaf6ed42e2644740d4a10452d8e97fa1c062e2a8006e4b09f1b5fd7d63/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:b4dec9482a65c54a5044486847b8a66bf10c9cb4926d42927ec4e8fd5db7fed8", size = 240110, upload-time = "2025-10-06T05:36:42.716Z" }, - { url = "https://files.pythonhosted.org/packages/03/a8/9ea226fbefad669f11b52e864c55f0bd57d3c8d7eb07e9f2e9a0b39502e1/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:21900c48ae04d13d416f0e1e0c4d81f7931f73a9dfa0b7a8746fb2fe7dd970ed", size = 233717, upload-time = "2025-10-06T05:36:44.251Z" }, - { url = "https://files.pythonhosted.org/packages/1e/0b/1b5531611e83ba7d13ccc9988967ea1b51186af64c42b7a7af465dcc9568/frozenlist-1.8.0-cp313-cp313-win32.whl", hash = "sha256:8b7b94a067d1c504ee0b16def57ad5738701e4ba10cec90529f13fa03c833496", size = 39628, upload-time = "2025-10-06T05:36:45.423Z" }, - { url = "https://files.pythonhosted.org/packages/d8/cf/174c91dbc9cc49bc7b7aab74d8b734e974d1faa8f191c74af9b7e80848e6/frozenlist-1.8.0-cp313-cp313-win_amd64.whl", hash = "sha256:878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231", size = 43882, upload-time = "2025-10-06T05:36:46.796Z" }, - { url = "https://files.pythonhosted.org/packages/c1/17/502cd212cbfa96eb1388614fe39a3fc9ab87dbbe042b66f97acb57474834/frozenlist-1.8.0-cp313-cp313-win_arm64.whl", hash = "sha256:44389d135b3ff43ba8cc89ff7f51f5a0bb6b63d829c8300f79a2fe4fe61bcc62", size = 39676, upload-time = "2025-10-06T05:36:47.8Z" }, - { url = "https://files.pythonhosted.org/packages/d2/5c/3bbfaa920dfab09e76946a5d2833a7cbdf7b9b4a91c714666ac4855b88b4/frozenlist-1.8.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:e25ac20a2ef37e91c1b39938b591457666a0fa835c7783c3a8f33ea42870db94", size = 89235, upload-time = "2025-10-06T05:36:48.78Z" }, - { url = "https://files.pythonhosted.org/packages/d2/d6/f03961ef72166cec1687e84e8925838442b615bd0b8854b54923ce5b7b8a/frozenlist-1.8.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:07cdca25a91a4386d2e76ad992916a85038a9b97561bf7a3fd12d5d9ce31870c", size = 50742, upload-time = "2025-10-06T05:36:49.837Z" }, - { url = "https://files.pythonhosted.org/packages/1e/bb/a6d12b7ba4c3337667d0e421f7181c82dda448ce4e7ad7ecd249a16fa806/frozenlist-1.8.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:4e0c11f2cc6717e0a741f84a527c52616140741cd812a50422f83dc31749fb52", size = 51725, upload-time = "2025-10-06T05:36:50.851Z" }, - { url = "https://files.pythonhosted.org/packages/bc/71/d1fed0ffe2c2ccd70b43714c6cab0f4188f09f8a67a7914a6b46ee30f274/frozenlist-1.8.0-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b3210649ee28062ea6099cfda39e147fa1bc039583c8ee4481cb7811e2448c51", size = 284533, upload-time = "2025-10-06T05:36:51.898Z" }, - { url = "https://files.pythonhosted.org/packages/c9/1f/fb1685a7b009d89f9bf78a42d94461bc06581f6e718c39344754a5d9bada/frozenlist-1.8.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:581ef5194c48035a7de2aefc72ac6539823bb71508189e5de01d60c9dcd5fa65", size = 292506, upload-time = "2025-10-06T05:36:53.101Z" }, - { url = "https://files.pythonhosted.org/packages/e6/3b/b991fe1612703f7e0d05c0cf734c1b77aaf7c7d321df4572e8d36e7048c8/frozenlist-1.8.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3ef2d026f16a2b1866e1d86fc4e1291e1ed8a387b2c333809419a2f8b3a77b82", size = 274161, upload-time = "2025-10-06T05:36:54.309Z" }, - { url = "https://files.pythonhosted.org/packages/ca/ec/c5c618767bcdf66e88945ec0157d7f6c4a1322f1473392319b7a2501ded7/frozenlist-1.8.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5500ef82073f599ac84d888e3a8c1f77ac831183244bfd7f11eaa0289fb30714", size = 294676, upload-time = "2025-10-06T05:36:55.566Z" }, - { url = "https://files.pythonhosted.org/packages/7c/ce/3934758637d8f8a88d11f0585d6495ef54b2044ed6ec84492a91fa3b27aa/frozenlist-1.8.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:50066c3997d0091c411a66e710f4e11752251e6d2d73d70d8d5d4c76442a199d", size = 300638, upload-time = "2025-10-06T05:36:56.758Z" }, - { url = "https://files.pythonhosted.org/packages/fc/4f/a7e4d0d467298f42de4b41cbc7ddaf19d3cfeabaf9ff97c20c6c7ee409f9/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:5c1c8e78426e59b3f8005e9b19f6ff46e5845895adbde20ece9218319eca6506", size = 283067, upload-time = "2025-10-06T05:36:57.965Z" }, - { url = "https://files.pythonhosted.org/packages/dc/48/c7b163063d55a83772b268e6d1affb960771b0e203b632cfe09522d67ea5/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:eefdba20de0d938cec6a89bd4d70f346a03108a19b9df4248d3cf0d88f1b0f51", size = 292101, upload-time = "2025-10-06T05:36:59.237Z" }, - { url = "https://files.pythonhosted.org/packages/9f/d0/2366d3c4ecdc2fd391e0afa6e11500bfba0ea772764d631bbf82f0136c9d/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:cf253e0e1c3ceb4aaff6df637ce033ff6535fb8c70a764a8f46aafd3d6ab798e", size = 289901, upload-time = "2025-10-06T05:37:00.811Z" }, - { url = "https://files.pythonhosted.org/packages/b8/94/daff920e82c1b70e3618a2ac39fbc01ae3e2ff6124e80739ce5d71c9b920/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:032efa2674356903cd0261c4317a561a6850f3ac864a63fc1583147fb05a79b0", size = 289395, upload-time = "2025-10-06T05:37:02.115Z" }, - { url = "https://files.pythonhosted.org/packages/e3/20/bba307ab4235a09fdcd3cc5508dbabd17c4634a1af4b96e0f69bfe551ebd/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:6da155091429aeba16851ecb10a9104a108bcd32f6c1642867eadaee401c1c41", size = 283659, upload-time = "2025-10-06T05:37:03.711Z" }, - { url = "https://files.pythonhosted.org/packages/fd/00/04ca1c3a7a124b6de4f8a9a17cc2fcad138b4608e7a3fc5877804b8715d7/frozenlist-1.8.0-cp313-cp313t-win32.whl", hash = "sha256:0f96534f8bfebc1a394209427d0f8a63d343c9779cda6fc25e8e121b5fd8555b", size = 43492, upload-time = "2025-10-06T05:37:04.915Z" }, - { url = "https://files.pythonhosted.org/packages/59/5e/c69f733a86a94ab10f68e496dc6b7e8bc078ebb415281d5698313e3af3a1/frozenlist-1.8.0-cp313-cp313t-win_amd64.whl", hash = "sha256:5d63a068f978fc69421fb0e6eb91a9603187527c86b7cd3f534a5b77a592b888", size = 48034, upload-time = "2025-10-06T05:37:06.343Z" }, - { url = "https://files.pythonhosted.org/packages/16/6c/be9d79775d8abe79b05fa6d23da99ad6e7763a1d080fbae7290b286093fd/frozenlist-1.8.0-cp313-cp313t-win_arm64.whl", hash = "sha256:bf0a7e10b077bf5fb9380ad3ae8ce20ef919a6ad93b4552896419ac7e1d8e042", size = 41749, upload-time = "2025-10-06T05:37:07.431Z" }, - { url = "https://files.pythonhosted.org/packages/f1/c8/85da824b7e7b9b6e7f7705b2ecaf9591ba6f79c1177f324c2735e41d36a2/frozenlist-1.8.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:cee686f1f4cadeb2136007ddedd0aaf928ab95216e7691c63e50a8ec066336d0", size = 86127, upload-time = "2025-10-06T05:37:08.438Z" }, - { url = "https://files.pythonhosted.org/packages/8e/e8/a1185e236ec66c20afd72399522f142c3724c785789255202d27ae992818/frozenlist-1.8.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:119fb2a1bd47307e899c2fac7f28e85b9a543864df47aa7ec9d3c1b4545f096f", size = 49698, upload-time = "2025-10-06T05:37:09.48Z" }, - { url = "https://files.pythonhosted.org/packages/a1/93/72b1736d68f03fda5fdf0f2180fb6caaae3894f1b854d006ac61ecc727ee/frozenlist-1.8.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:4970ece02dbc8c3a92fcc5228e36a3e933a01a999f7094ff7c23fbd2beeaa67c", size = 49749, upload-time = "2025-10-06T05:37:10.569Z" }, - { url = "https://files.pythonhosted.org/packages/a7/b2/fabede9fafd976b991e9f1b9c8c873ed86f202889b864756f240ce6dd855/frozenlist-1.8.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:cba69cb73723c3f329622e34bdbf5ce1f80c21c290ff04256cff1cd3c2036ed2", size = 231298, upload-time = "2025-10-06T05:37:11.993Z" }, - { url = "https://files.pythonhosted.org/packages/3a/3b/d9b1e0b0eed36e70477ffb8360c49c85c8ca8ef9700a4e6711f39a6e8b45/frozenlist-1.8.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:778a11b15673f6f1df23d9586f83c4846c471a8af693a22e066508b77d201ec8", size = 232015, upload-time = "2025-10-06T05:37:13.194Z" }, - { url = "https://files.pythonhosted.org/packages/dc/94/be719d2766c1138148564a3960fc2c06eb688da592bdc25adcf856101be7/frozenlist-1.8.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:0325024fe97f94c41c08872db482cf8ac4800d80e79222c6b0b7b162d5b13686", size = 225038, upload-time = "2025-10-06T05:37:14.577Z" }, - { url = "https://files.pythonhosted.org/packages/e4/09/6712b6c5465f083f52f50cf74167b92d4ea2f50e46a9eea0523d658454ae/frozenlist-1.8.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:97260ff46b207a82a7567b581ab4190bd4dfa09f4db8a8b49d1a958f6aa4940e", size = 240130, upload-time = "2025-10-06T05:37:15.781Z" }, - { url = "https://files.pythonhosted.org/packages/f8/d4/cd065cdcf21550b54f3ce6a22e143ac9e4836ca42a0de1022da8498eac89/frozenlist-1.8.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:54b2077180eb7f83dd52c40b2750d0a9f175e06a42e3213ce047219de902717a", size = 242845, upload-time = "2025-10-06T05:37:17.037Z" }, - { url = "https://files.pythonhosted.org/packages/62/c3/f57a5c8c70cd1ead3d5d5f776f89d33110b1addae0ab010ad774d9a44fb9/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2f05983daecab868a31e1da44462873306d3cbfd76d1f0b5b69c473d21dbb128", size = 229131, upload-time = "2025-10-06T05:37:18.221Z" }, - { url = "https://files.pythonhosted.org/packages/6c/52/232476fe9cb64f0742f3fde2b7d26c1dac18b6d62071c74d4ded55e0ef94/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:33f48f51a446114bc5d251fb2954ab0164d5be02ad3382abcbfe07e2531d650f", size = 240542, upload-time = "2025-10-06T05:37:19.771Z" }, - { url = "https://files.pythonhosted.org/packages/5f/85/07bf3f5d0fb5414aee5f47d33c6f5c77bfe49aac680bfece33d4fdf6a246/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:154e55ec0655291b5dd1b8731c637ecdb50975a2ae70c606d100750a540082f7", size = 237308, upload-time = "2025-10-06T05:37:20.969Z" }, - { url = "https://files.pythonhosted.org/packages/11/99/ae3a33d5befd41ac0ca2cc7fd3aa707c9c324de2e89db0e0f45db9a64c26/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:4314debad13beb564b708b4a496020e5306c7333fa9a3ab90374169a20ffab30", size = 238210, upload-time = "2025-10-06T05:37:22.252Z" }, - { url = "https://files.pythonhosted.org/packages/b2/60/b1d2da22f4970e7a155f0adde9b1435712ece01b3cd45ba63702aea33938/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:073f8bf8becba60aa931eb3bc420b217bb7d5b8f4750e6f8b3be7f3da85d38b7", size = 231972, upload-time = "2025-10-06T05:37:23.5Z" }, - { url = "https://files.pythonhosted.org/packages/3f/ab/945b2f32de889993b9c9133216c068b7fcf257d8595a0ac420ac8677cab0/frozenlist-1.8.0-cp314-cp314-win32.whl", hash = "sha256:bac9c42ba2ac65ddc115d930c78d24ab8d4f465fd3fc473cdedfccadb9429806", size = 40536, upload-time = "2025-10-06T05:37:25.581Z" }, - { url = "https://files.pythonhosted.org/packages/59/ad/9caa9b9c836d9ad6f067157a531ac48b7d36499f5036d4141ce78c230b1b/frozenlist-1.8.0-cp314-cp314-win_amd64.whl", hash = "sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0", size = 44330, upload-time = "2025-10-06T05:37:26.928Z" }, - { url = "https://files.pythonhosted.org/packages/82/13/e6950121764f2676f43534c555249f57030150260aee9dcf7d64efda11dd/frozenlist-1.8.0-cp314-cp314-win_arm64.whl", hash = "sha256:d1eaff1d00c7751b7c6662e9c5ba6eb2c17a2306ba5e2a37f24ddf3cc953402b", size = 40627, upload-time = "2025-10-06T05:37:28.075Z" }, - { url = "https://files.pythonhosted.org/packages/c0/c7/43200656ecc4e02d3f8bc248df68256cd9572b3f0017f0a0c4e93440ae23/frozenlist-1.8.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:d3bb933317c52d7ea5004a1c442eef86f426886fba134ef8cf4226ea6ee1821d", size = 89238, upload-time = "2025-10-06T05:37:29.373Z" }, - { url = "https://files.pythonhosted.org/packages/d1/29/55c5f0689b9c0fb765055629f472c0de484dcaf0acee2f7707266ae3583c/frozenlist-1.8.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:8009897cdef112072f93a0efdce29cd819e717fd2f649ee3016efd3cd885a7ed", size = 50738, upload-time = "2025-10-06T05:37:30.792Z" }, - { url = "https://files.pythonhosted.org/packages/ba/7d/b7282a445956506fa11da8c2db7d276adcbf2b17d8bb8407a47685263f90/frozenlist-1.8.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2c5dcbbc55383e5883246d11fd179782a9d07a986c40f49abe89ddf865913930", size = 51739, upload-time = "2025-10-06T05:37:32.127Z" }, - { url = "https://files.pythonhosted.org/packages/62/1c/3d8622e60d0b767a5510d1d3cf21065b9db874696a51ea6d7a43180a259c/frozenlist-1.8.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:39ecbc32f1390387d2aa4f5a995e465e9e2f79ba3adcac92d68e3e0afae6657c", size = 284186, upload-time = "2025-10-06T05:37:33.21Z" }, - { url = "https://files.pythonhosted.org/packages/2d/14/aa36d5f85a89679a85a1d44cd7a6657e0b1c75f61e7cad987b203d2daca8/frozenlist-1.8.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92db2bf818d5cc8d9c1f1fc56b897662e24ea5adb36ad1f1d82875bd64e03c24", size = 292196, upload-time = "2025-10-06T05:37:36.107Z" }, - { url = "https://files.pythonhosted.org/packages/05/23/6bde59eb55abd407d34f77d39a5126fb7b4f109a3f611d3929f14b700c66/frozenlist-1.8.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2dc43a022e555de94c3b68a4ef0b11c4f747d12c024a520c7101709a2144fb37", size = 273830, upload-time = "2025-10-06T05:37:37.663Z" }, - { url = "https://files.pythonhosted.org/packages/d2/3f/22cff331bfad7a8afa616289000ba793347fcd7bc275f3b28ecea2a27909/frozenlist-1.8.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cb89a7f2de3602cfed448095bab3f178399646ab7c61454315089787df07733a", size = 294289, upload-time = "2025-10-06T05:37:39.261Z" }, - { url = "https://files.pythonhosted.org/packages/a4/89/5b057c799de4838b6c69aa82b79705f2027615e01be996d2486a69ca99c4/frozenlist-1.8.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:33139dc858c580ea50e7e60a1b0ea003efa1fd42e6ec7fdbad78fff65fad2fd2", size = 300318, upload-time = "2025-10-06T05:37:43.213Z" }, - { url = "https://files.pythonhosted.org/packages/30/de/2c22ab3eb2a8af6d69dc799e48455813bab3690c760de58e1bf43b36da3e/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:168c0969a329b416119507ba30b9ea13688fafffac1b7822802537569a1cb0ef", size = 282814, upload-time = "2025-10-06T05:37:45.337Z" }, - { url = "https://files.pythonhosted.org/packages/59/f7/970141a6a8dbd7f556d94977858cfb36fa9b66e0892c6dd780d2219d8cd8/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:28bd570e8e189d7f7b001966435f9dac6718324b5be2990ac496cf1ea9ddb7fe", size = 291762, upload-time = "2025-10-06T05:37:46.657Z" }, - { url = "https://files.pythonhosted.org/packages/c1/15/ca1adae83a719f82df9116d66f5bb28bb95557b3951903d39135620ef157/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:b2a095d45c5d46e5e79ba1e5b9cb787f541a8dee0433836cea4b96a2c439dcd8", size = 289470, upload-time = "2025-10-06T05:37:47.946Z" }, - { url = "https://files.pythonhosted.org/packages/ac/83/dca6dc53bf657d371fbc88ddeb21b79891e747189c5de990b9dfff2ccba1/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:eab8145831a0d56ec9c4139b6c3e594c7a83c2c8be25d5bcf2d86136a532287a", size = 289042, upload-time = "2025-10-06T05:37:49.499Z" }, - { url = "https://files.pythonhosted.org/packages/96/52/abddd34ca99be142f354398700536c5bd315880ed0a213812bc491cff5e4/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:974b28cf63cc99dfb2188d8d222bc6843656188164848c4f679e63dae4b0708e", size = 283148, upload-time = "2025-10-06T05:37:50.745Z" }, - { url = "https://files.pythonhosted.org/packages/af/d3/76bd4ed4317e7119c2b7f57c3f6934aba26d277acc6309f873341640e21f/frozenlist-1.8.0-cp314-cp314t-win32.whl", hash = "sha256:342c97bf697ac5480c0a7ec73cd700ecfa5a8a40ac923bd035484616efecc2df", size = 44676, upload-time = "2025-10-06T05:37:52.222Z" }, - { url = "https://files.pythonhosted.org/packages/89/76/c615883b7b521ead2944bb3480398cbb07e12b7b4e4d073d3752eb721558/frozenlist-1.8.0-cp314-cp314t-win_amd64.whl", hash = "sha256:06be8f67f39c8b1dc671f5d83aaefd3358ae5cdcf8314552c57e7ed3e6475bdd", size = 49451, upload-time = "2025-10-06T05:37:53.425Z" }, - { url = "https://files.pythonhosted.org/packages/e0/a3/5982da14e113d07b325230f95060e2169f5311b1017ea8af2a29b374c289/frozenlist-1.8.0-cp314-cp314t-win_arm64.whl", hash = "sha256:102e6314ca4da683dca92e3b1355490fed5f313b768500084fbe6371fddfdb79", size = 42507, upload-time = "2025-10-06T05:37:54.513Z" }, - { url = "https://files.pythonhosted.org/packages/9a/9a/e35b4a917281c0b8419d4207f4334c8e8c5dbf4f3f5f9ada73958d937dcc/frozenlist-1.8.0-py3-none-any.whl", hash = "sha256:0c18a16eab41e82c295618a77502e17b195883241c563b00f0aa5106fc4eaa0d", size = 13409, upload-time = "2025-10-06T05:38:16.721Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/2d/f5/c831fac6cc817d26fd54c7eaccd04ef7e0288806943f7cc5bbf69f3ac1f0/frozenlist-1.8.0.tar.gz", hash = "sha256:3ede829ed8d842f6cd48fc7081d7a41001a56f1f38603f9d49bf3020d59a31ad", size = 45875 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/83/4a/557715d5047da48d54e659203b9335be7bfaafda2c3f627b7c47e0b3aaf3/frozenlist-1.8.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b37f6d31b3dcea7deb5e9696e529a6aa4a898adc33db82da12e4c60a7c4d2011", size = 86230 }, + { url = "https://files.pythonhosted.org/packages/a2/fb/c85f9fed3ea8fe8740e5b46a59cc141c23b842eca617da8876cfce5f760e/frozenlist-1.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ef2b7b394f208233e471abc541cc6991f907ffd47dc72584acee3147899d6565", size = 49621 }, + { url = "https://files.pythonhosted.org/packages/63/70/26ca3f06aace16f2352796b08704338d74b6d1a24ca38f2771afbb7ed915/frozenlist-1.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a88f062f072d1589b7b46e951698950e7da00442fc1cacbe17e19e025dc327ad", size = 49889 }, + { url = "https://files.pythonhosted.org/packages/5d/ed/c7895fd2fde7f3ee70d248175f9b6cdf792fb741ab92dc59cd9ef3bd241b/frozenlist-1.8.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f57fb59d9f385710aa7060e89410aeb5058b99e62f4d16b08b91986b9a2140c2", size = 219464 }, + { url = "https://files.pythonhosted.org/packages/6b/83/4d587dccbfca74cb8b810472392ad62bfa100bf8108c7223eb4c4fa2f7b3/frozenlist-1.8.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:799345ab092bee59f01a915620b5d014698547afd011e691a208637312db9186", size = 221649 }, + { url = "https://files.pythonhosted.org/packages/6a/c6/fd3b9cd046ec5fff9dab66831083bc2077006a874a2d3d9247dea93ddf7e/frozenlist-1.8.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:c23c3ff005322a6e16f71bf8692fcf4d5a304aaafe1e262c98c6d4adc7be863e", size = 219188 }, + { url = "https://files.pythonhosted.org/packages/ce/80/6693f55eb2e085fc8afb28cf611448fb5b90e98e068fa1d1b8d8e66e5c7d/frozenlist-1.8.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:8a76ea0f0b9dfa06f254ee06053d93a600865b3274358ca48a352ce4f0798450", size = 231748 }, + { url = "https://files.pythonhosted.org/packages/97/d6/e9459f7c5183854abd989ba384fe0cc1a0fb795a83c033f0571ec5933ca4/frozenlist-1.8.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:c7366fe1418a6133d5aa824ee53d406550110984de7637d65a178010f759c6ef", size = 236351 }, + { url = "https://files.pythonhosted.org/packages/97/92/24e97474b65c0262e9ecd076e826bfd1d3074adcc165a256e42e7b8a7249/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:13d23a45c4cebade99340c4165bd90eeb4a56c6d8a9d8aa49568cac19a6d0dc4", size = 218767 }, + { url = "https://files.pythonhosted.org/packages/ee/bf/dc394a097508f15abff383c5108cb8ad880d1f64a725ed3b90d5c2fbf0bb/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:e4a3408834f65da56c83528fb52ce7911484f0d1eaf7b761fc66001db1646eff", size = 235887 }, + { url = "https://files.pythonhosted.org/packages/40/90/25b201b9c015dbc999a5baf475a257010471a1fa8c200c843fd4abbee725/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:42145cd2748ca39f32801dad54aeea10039da6f86e303659db90db1c4b614c8c", size = 228785 }, + { url = "https://files.pythonhosted.org/packages/84/f4/b5bc148df03082f05d2dd30c089e269acdbe251ac9a9cf4e727b2dbb8a3d/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:e2de870d16a7a53901e41b64ffdf26f2fbb8917b3e6ebf398098d72c5b20bd7f", size = 230312 }, + { url = "https://files.pythonhosted.org/packages/db/4b/87e95b5d15097c302430e647136b7d7ab2398a702390cf4c8601975709e7/frozenlist-1.8.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:20e63c9493d33ee48536600d1a5c95eefc870cd71e7ab037763d1fbb89cc51e7", size = 217650 }, + { url = "https://files.pythonhosted.org/packages/e5/70/78a0315d1fea97120591a83e0acd644da638c872f142fd72a6cebee825f3/frozenlist-1.8.0-cp310-cp310-win32.whl", hash = "sha256:adbeebaebae3526afc3c96fad434367cafbfd1b25d72369a9e5858453b1bb71a", size = 39659 }, + { url = "https://files.pythonhosted.org/packages/66/aa/3f04523fb189a00e147e60c5b2205126118f216b0aa908035c45336e27e4/frozenlist-1.8.0-cp310-cp310-win_amd64.whl", hash = "sha256:667c3777ca571e5dbeb76f331562ff98b957431df140b54c85fd4d52eea8d8f6", size = 43837 }, + { url = "https://files.pythonhosted.org/packages/39/75/1135feecdd7c336938bd55b4dc3b0dfc46d85b9be12ef2628574b28de776/frozenlist-1.8.0-cp310-cp310-win_arm64.whl", hash = "sha256:80f85f0a7cc86e7a54c46d99c9e1318ff01f4687c172ede30fd52d19d1da1c8e", size = 39989 }, + { url = "https://files.pythonhosted.org/packages/bc/03/077f869d540370db12165c0aa51640a873fb661d8b315d1d4d67b284d7ac/frozenlist-1.8.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:09474e9831bc2b2199fad6da3c14c7b0fbdd377cce9d3d77131be28906cb7d84", size = 86912 }, + { url = "https://files.pythonhosted.org/packages/df/b5/7610b6bd13e4ae77b96ba85abea1c8cb249683217ef09ac9e0ae93f25a91/frozenlist-1.8.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:17c883ab0ab67200b5f964d2b9ed6b00971917d5d8a92df149dc2c9779208ee9", size = 50046 }, + { url = "https://files.pythonhosted.org/packages/6e/ef/0e8f1fe32f8a53dd26bdd1f9347efe0778b0fddf62789ea683f4cc7d787d/frozenlist-1.8.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:fa47e444b8ba08fffd1c18e8cdb9a75db1b6a27f17507522834ad13ed5922b93", size = 50119 }, + { url = "https://files.pythonhosted.org/packages/11/b1/71a477adc7c36e5fb628245dfbdea2166feae310757dea848d02bd0689fd/frozenlist-1.8.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2552f44204b744fba866e573be4c1f9048d6a324dfe14475103fd51613eb1d1f", size = 231067 }, + { url = "https://files.pythonhosted.org/packages/45/7e/afe40eca3a2dc19b9904c0f5d7edfe82b5304cb831391edec0ac04af94c2/frozenlist-1.8.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:957e7c38f250991e48a9a73e6423db1bb9dd14e722a10f6b8bb8e16a0f55f695", size = 233160 }, + { url = "https://files.pythonhosted.org/packages/a6/aa/7416eac95603ce428679d273255ffc7c998d4132cfae200103f164b108aa/frozenlist-1.8.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:8585e3bb2cdea02fc88ffa245069c36555557ad3609e83be0ec71f54fd4abb52", size = 228544 }, + { url = "https://files.pythonhosted.org/packages/8b/3d/2a2d1f683d55ac7e3875e4263d28410063e738384d3adc294f5ff3d7105e/frozenlist-1.8.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:edee74874ce20a373d62dc28b0b18b93f645633c2943fd90ee9d898550770581", size = 243797 }, + { url = "https://files.pythonhosted.org/packages/78/1e/2d5565b589e580c296d3bb54da08d206e797d941a83a6fdea42af23be79c/frozenlist-1.8.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:c9a63152fe95756b85f31186bddf42e4c02c6321207fd6601a1c89ebac4fe567", size = 247923 }, + { url = "https://files.pythonhosted.org/packages/aa/c3/65872fcf1d326a7f101ad4d86285c403c87be7d832b7470b77f6d2ed5ddc/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b6db2185db9be0a04fecf2f241c70b63b1a242e2805be291855078f2b404dd6b", size = 230886 }, + { url = "https://files.pythonhosted.org/packages/a0/76/ac9ced601d62f6956f03cc794f9e04c81719509f85255abf96e2510f4265/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:f4be2e3d8bc8aabd566f8d5b8ba7ecc09249d74ba3c9ed52e54dc23a293f0b92", size = 245731 }, + { url = "https://files.pythonhosted.org/packages/b9/49/ecccb5f2598daf0b4a1415497eba4c33c1e8ce07495eb07d2860c731b8d5/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:c8d1634419f39ea6f5c427ea2f90ca85126b54b50837f31497f3bf38266e853d", size = 241544 }, + { url = "https://files.pythonhosted.org/packages/53/4b/ddf24113323c0bbcc54cb38c8b8916f1da7165e07b8e24a717b4a12cbf10/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:1a7fa382a4a223773ed64242dbe1c9c326ec09457e6b8428efb4118c685c3dfd", size = 241806 }, + { url = "https://files.pythonhosted.org/packages/a7/fb/9b9a084d73c67175484ba2789a59f8eebebd0827d186a8102005ce41e1ba/frozenlist-1.8.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:11847b53d722050808926e785df837353bd4d75f1d494377e59b23594d834967", size = 229382 }, + { url = "https://files.pythonhosted.org/packages/95/a3/c8fb25aac55bf5e12dae5c5aa6a98f85d436c1dc658f21c3ac73f9fa95e5/frozenlist-1.8.0-cp311-cp311-win32.whl", hash = "sha256:27c6e8077956cf73eadd514be8fb04d77fc946a7fe9f7fe167648b0b9085cc25", size = 39647 }, + { url = "https://files.pythonhosted.org/packages/0a/f5/603d0d6a02cfd4c8f2a095a54672b3cf967ad688a60fb9faf04fc4887f65/frozenlist-1.8.0-cp311-cp311-win_amd64.whl", hash = "sha256:ac913f8403b36a2c8610bbfd25b8013488533e71e62b4b4adce9c86c8cea905b", size = 44064 }, + { url = "https://files.pythonhosted.org/packages/5d/16/c2c9ab44e181f043a86f9a8f84d5124b62dbcb3a02c0977ec72b9ac1d3e0/frozenlist-1.8.0-cp311-cp311-win_arm64.whl", hash = "sha256:d4d3214a0f8394edfa3e303136d0575eece0745ff2b47bd2cb2e66dd92d4351a", size = 39937 }, + { url = "https://files.pythonhosted.org/packages/69/29/948b9aa87e75820a38650af445d2ef2b6b8a6fab1a23b6bb9e4ef0be2d59/frozenlist-1.8.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:78f7b9e5d6f2fdb88cdde9440dc147259b62b9d3b019924def9f6478be254ac1", size = 87782 }, + { url = "https://files.pythonhosted.org/packages/64/80/4f6e318ee2a7c0750ed724fa33a4bdf1eacdc5a39a7a24e818a773cd91af/frozenlist-1.8.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:229bf37d2e4acdaf808fd3f06e854a4a7a3661e871b10dc1f8f1896a3b05f18b", size = 50594 }, + { url = "https://files.pythonhosted.org/packages/2b/94/5c8a2b50a496b11dd519f4a24cb5496cf125681dd99e94c604ccdea9419a/frozenlist-1.8.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f833670942247a14eafbb675458b4e61c82e002a148f49e68257b79296e865c4", size = 50448 }, + { url = "https://files.pythonhosted.org/packages/6a/bd/d91c5e39f490a49df14320f4e8c80161cfcce09f1e2cde1edd16a551abb3/frozenlist-1.8.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:494a5952b1c597ba44e0e78113a7266e656b9794eec897b19ead706bd7074383", size = 242411 }, + { url = "https://files.pythonhosted.org/packages/8f/83/f61505a05109ef3293dfb1ff594d13d64a2324ac3482be2cedc2be818256/frozenlist-1.8.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96f423a119f4777a4a056b66ce11527366a8bb92f54e541ade21f2374433f6d4", size = 243014 }, + { url = "https://files.pythonhosted.org/packages/d8/cb/cb6c7b0f7d4023ddda30cf56b8b17494eb3a79e3fda666bf735f63118b35/frozenlist-1.8.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3462dd9475af2025c31cc61be6652dfa25cbfb56cbbf52f4ccfe029f38decaf8", size = 234909 }, + { url = "https://files.pythonhosted.org/packages/31/c5/cd7a1f3b8b34af009fb17d4123c5a778b44ae2804e3ad6b86204255f9ec5/frozenlist-1.8.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c4c800524c9cd9bac5166cd6f55285957fcfc907db323e193f2afcd4d9abd69b", size = 250049 }, + { url = "https://files.pythonhosted.org/packages/c0/01/2f95d3b416c584a1e7f0e1d6d31998c4a795f7544069ee2e0962a4b60740/frozenlist-1.8.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d6a5df73acd3399d893dafc71663ad22534b5aa4f94e8a2fabfe856c3c1b6a52", size = 256485 }, + { url = "https://files.pythonhosted.org/packages/ce/03/024bf7720b3abaebcff6d0793d73c154237b85bdf67b7ed55e5e9596dc9a/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:405e8fe955c2280ce66428b3ca55e12b3c4e9c336fb2103a4937e891c69a4a29", size = 237619 }, + { url = "https://files.pythonhosted.org/packages/69/fa/f8abdfe7d76b731f5d8bd217827cf6764d4f1d9763407e42717b4bed50a0/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:908bd3f6439f2fef9e85031b59fd4f1297af54415fb60e4254a95f75b3cab3f3", size = 250320 }, + { url = "https://files.pythonhosted.org/packages/f5/3c/b051329f718b463b22613e269ad72138cc256c540f78a6de89452803a47d/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:294e487f9ec720bd8ffcebc99d575f7eff3568a08a253d1ee1a0378754b74143", size = 246820 }, + { url = "https://files.pythonhosted.org/packages/0f/ae/58282e8f98e444b3f4dd42448ff36fa38bef29e40d40f330b22e7108f565/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:74c51543498289c0c43656701be6b077f4b265868fa7f8a8859c197006efb608", size = 250518 }, + { url = "https://files.pythonhosted.org/packages/8f/96/007e5944694d66123183845a106547a15944fbbb7154788cbf7272789536/frozenlist-1.8.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:776f352e8329135506a1d6bf16ac3f87bc25b28e765949282dcc627af36123aa", size = 239096 }, + { url = "https://files.pythonhosted.org/packages/66/bb/852b9d6db2fa40be96f29c0d1205c306288f0684df8fd26ca1951d461a56/frozenlist-1.8.0-cp312-cp312-win32.whl", hash = "sha256:433403ae80709741ce34038da08511d4a77062aa924baf411ef73d1146e74faf", size = 39985 }, + { url = "https://files.pythonhosted.org/packages/b8/af/38e51a553dd66eb064cdf193841f16f077585d4d28394c2fa6235cb41765/frozenlist-1.8.0-cp312-cp312-win_amd64.whl", hash = "sha256:34187385b08f866104f0c0617404c8eb08165ab1272e884abc89c112e9c00746", size = 44591 }, + { url = "https://files.pythonhosted.org/packages/a7/06/1dc65480ab147339fecc70797e9c2f69d9cea9cf38934ce08df070fdb9cb/frozenlist-1.8.0-cp312-cp312-win_arm64.whl", hash = "sha256:fe3c58d2f5db5fbd18c2987cba06d51b0529f52bc3a6cdc33d3f4eab725104bd", size = 40102 }, + { url = "https://files.pythonhosted.org/packages/2d/40/0832c31a37d60f60ed79e9dfb5a92e1e2af4f40a16a29abcc7992af9edff/frozenlist-1.8.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:8d92f1a84bb12d9e56f818b3a746f3efba93c1b63c8387a73dde655e1e42282a", size = 85717 }, + { url = "https://files.pythonhosted.org/packages/30/ba/b0b3de23f40bc55a7057bd38434e25c34fa48e17f20ee273bbde5e0650f3/frozenlist-1.8.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:96153e77a591c8adc2ee805756c61f59fef4cf4073a9275ee86fe8cba41241f7", size = 49651 }, + { url = "https://files.pythonhosted.org/packages/0c/ab/6e5080ee374f875296c4243c381bbdef97a9ac39c6e3ce1d5f7d42cb78d6/frozenlist-1.8.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f21f00a91358803399890ab167098c131ec2ddd5f8f5fd5fe9c9f2c6fcd91e40", size = 49417 }, + { url = "https://files.pythonhosted.org/packages/d5/4e/e4691508f9477ce67da2015d8c00acd751e6287739123113a9fca6f1604e/frozenlist-1.8.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:fb30f9626572a76dfe4293c7194a09fb1fe93ba94c7d4f720dfae3b646b45027", size = 234391 }, + { url = "https://files.pythonhosted.org/packages/40/76/c202df58e3acdf12969a7895fd6f3bc016c642e6726aa63bd3025e0fc71c/frozenlist-1.8.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:eaa352d7047a31d87dafcacbabe89df0aa506abb5b1b85a2fb91bc3faa02d822", size = 233048 }, + { url = "https://files.pythonhosted.org/packages/f9/c0/8746afb90f17b73ca5979c7a3958116e105ff796e718575175319b5bb4ce/frozenlist-1.8.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:03ae967b4e297f58f8c774c7eabcce57fe3c2434817d4385c50661845a058121", size = 226549 }, + { url = "https://files.pythonhosted.org/packages/7e/eb/4c7eefc718ff72f9b6c4893291abaae5fbc0c82226a32dcd8ef4f7a5dbef/frozenlist-1.8.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f6292f1de555ffcc675941d65fffffb0a5bcd992905015f85d0592201793e0e5", size = 239833 }, + { url = "https://files.pythonhosted.org/packages/c2/4e/e5c02187cf704224f8b21bee886f3d713ca379535f16893233b9d672ea71/frozenlist-1.8.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29548f9b5b5e3460ce7378144c3010363d8035cea44bc0bf02d57f5a685e084e", size = 245363 }, + { url = "https://files.pythonhosted.org/packages/1f/96/cb85ec608464472e82ad37a17f844889c36100eed57bea094518bf270692/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:ec3cc8c5d4084591b4237c0a272cc4f50a5b03396a47d9caaf76f5d7b38a4f11", size = 229314 }, + { url = "https://files.pythonhosted.org/packages/5d/6f/4ae69c550e4cee66b57887daeebe006fe985917c01d0fff9caab9883f6d0/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:517279f58009d0b1f2e7c1b130b377a349405da3f7621ed6bfae50b10adf20c1", size = 243365 }, + { url = "https://files.pythonhosted.org/packages/7a/58/afd56de246cf11780a40a2c28dc7cbabbf06337cc8ddb1c780a2d97e88d8/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:db1e72ede2d0d7ccb213f218df6a078a9c09a7de257c2fe8fcef16d5925230b1", size = 237763 }, + { url = "https://files.pythonhosted.org/packages/cb/36/cdfaf6ed42e2644740d4a10452d8e97fa1c062e2a8006e4b09f1b5fd7d63/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:b4dec9482a65c54a5044486847b8a66bf10c9cb4926d42927ec4e8fd5db7fed8", size = 240110 }, + { url = "https://files.pythonhosted.org/packages/03/a8/9ea226fbefad669f11b52e864c55f0bd57d3c8d7eb07e9f2e9a0b39502e1/frozenlist-1.8.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:21900c48ae04d13d416f0e1e0c4d81f7931f73a9dfa0b7a8746fb2fe7dd970ed", size = 233717 }, + { url = "https://files.pythonhosted.org/packages/1e/0b/1b5531611e83ba7d13ccc9988967ea1b51186af64c42b7a7af465dcc9568/frozenlist-1.8.0-cp313-cp313-win32.whl", hash = "sha256:8b7b94a067d1c504ee0b16def57ad5738701e4ba10cec90529f13fa03c833496", size = 39628 }, + { url = "https://files.pythonhosted.org/packages/d8/cf/174c91dbc9cc49bc7b7aab74d8b734e974d1faa8f191c74af9b7e80848e6/frozenlist-1.8.0-cp313-cp313-win_amd64.whl", hash = "sha256:878be833caa6a3821caf85eb39c5ba92d28e85df26d57afb06b35b2efd937231", size = 43882 }, + { url = "https://files.pythonhosted.org/packages/c1/17/502cd212cbfa96eb1388614fe39a3fc9ab87dbbe042b66f97acb57474834/frozenlist-1.8.0-cp313-cp313-win_arm64.whl", hash = "sha256:44389d135b3ff43ba8cc89ff7f51f5a0bb6b63d829c8300f79a2fe4fe61bcc62", size = 39676 }, + { url = "https://files.pythonhosted.org/packages/d2/5c/3bbfaa920dfab09e76946a5d2833a7cbdf7b9b4a91c714666ac4855b88b4/frozenlist-1.8.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:e25ac20a2ef37e91c1b39938b591457666a0fa835c7783c3a8f33ea42870db94", size = 89235 }, + { url = "https://files.pythonhosted.org/packages/d2/d6/f03961ef72166cec1687e84e8925838442b615bd0b8854b54923ce5b7b8a/frozenlist-1.8.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:07cdca25a91a4386d2e76ad992916a85038a9b97561bf7a3fd12d5d9ce31870c", size = 50742 }, + { url = "https://files.pythonhosted.org/packages/1e/bb/a6d12b7ba4c3337667d0e421f7181c82dda448ce4e7ad7ecd249a16fa806/frozenlist-1.8.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:4e0c11f2cc6717e0a741f84a527c52616140741cd812a50422f83dc31749fb52", size = 51725 }, + { url = "https://files.pythonhosted.org/packages/bc/71/d1fed0ffe2c2ccd70b43714c6cab0f4188f09f8a67a7914a6b46ee30f274/frozenlist-1.8.0-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b3210649ee28062ea6099cfda39e147fa1bc039583c8ee4481cb7811e2448c51", size = 284533 }, + { url = "https://files.pythonhosted.org/packages/c9/1f/fb1685a7b009d89f9bf78a42d94461bc06581f6e718c39344754a5d9bada/frozenlist-1.8.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:581ef5194c48035a7de2aefc72ac6539823bb71508189e5de01d60c9dcd5fa65", size = 292506 }, + { url = "https://files.pythonhosted.org/packages/e6/3b/b991fe1612703f7e0d05c0cf734c1b77aaf7c7d321df4572e8d36e7048c8/frozenlist-1.8.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3ef2d026f16a2b1866e1d86fc4e1291e1ed8a387b2c333809419a2f8b3a77b82", size = 274161 }, + { url = "https://files.pythonhosted.org/packages/ca/ec/c5c618767bcdf66e88945ec0157d7f6c4a1322f1473392319b7a2501ded7/frozenlist-1.8.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5500ef82073f599ac84d888e3a8c1f77ac831183244bfd7f11eaa0289fb30714", size = 294676 }, + { url = "https://files.pythonhosted.org/packages/7c/ce/3934758637d8f8a88d11f0585d6495ef54b2044ed6ec84492a91fa3b27aa/frozenlist-1.8.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:50066c3997d0091c411a66e710f4e11752251e6d2d73d70d8d5d4c76442a199d", size = 300638 }, + { url = "https://files.pythonhosted.org/packages/fc/4f/a7e4d0d467298f42de4b41cbc7ddaf19d3cfeabaf9ff97c20c6c7ee409f9/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:5c1c8e78426e59b3f8005e9b19f6ff46e5845895adbde20ece9218319eca6506", size = 283067 }, + { url = "https://files.pythonhosted.org/packages/dc/48/c7b163063d55a83772b268e6d1affb960771b0e203b632cfe09522d67ea5/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:eefdba20de0d938cec6a89bd4d70f346a03108a19b9df4248d3cf0d88f1b0f51", size = 292101 }, + { url = "https://files.pythonhosted.org/packages/9f/d0/2366d3c4ecdc2fd391e0afa6e11500bfba0ea772764d631bbf82f0136c9d/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:cf253e0e1c3ceb4aaff6df637ce033ff6535fb8c70a764a8f46aafd3d6ab798e", size = 289901 }, + { url = "https://files.pythonhosted.org/packages/b8/94/daff920e82c1b70e3618a2ac39fbc01ae3e2ff6124e80739ce5d71c9b920/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:032efa2674356903cd0261c4317a561a6850f3ac864a63fc1583147fb05a79b0", size = 289395 }, + { url = "https://files.pythonhosted.org/packages/e3/20/bba307ab4235a09fdcd3cc5508dbabd17c4634a1af4b96e0f69bfe551ebd/frozenlist-1.8.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:6da155091429aeba16851ecb10a9104a108bcd32f6c1642867eadaee401c1c41", size = 283659 }, + { url = "https://files.pythonhosted.org/packages/fd/00/04ca1c3a7a124b6de4f8a9a17cc2fcad138b4608e7a3fc5877804b8715d7/frozenlist-1.8.0-cp313-cp313t-win32.whl", hash = "sha256:0f96534f8bfebc1a394209427d0f8a63d343c9779cda6fc25e8e121b5fd8555b", size = 43492 }, + { url = "https://files.pythonhosted.org/packages/59/5e/c69f733a86a94ab10f68e496dc6b7e8bc078ebb415281d5698313e3af3a1/frozenlist-1.8.0-cp313-cp313t-win_amd64.whl", hash = "sha256:5d63a068f978fc69421fb0e6eb91a9603187527c86b7cd3f534a5b77a592b888", size = 48034 }, + { url = "https://files.pythonhosted.org/packages/16/6c/be9d79775d8abe79b05fa6d23da99ad6e7763a1d080fbae7290b286093fd/frozenlist-1.8.0-cp313-cp313t-win_arm64.whl", hash = "sha256:bf0a7e10b077bf5fb9380ad3ae8ce20ef919a6ad93b4552896419ac7e1d8e042", size = 41749 }, + { url = "https://files.pythonhosted.org/packages/f1/c8/85da824b7e7b9b6e7f7705b2ecaf9591ba6f79c1177f324c2735e41d36a2/frozenlist-1.8.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:cee686f1f4cadeb2136007ddedd0aaf928ab95216e7691c63e50a8ec066336d0", size = 86127 }, + { url = "https://files.pythonhosted.org/packages/8e/e8/a1185e236ec66c20afd72399522f142c3724c785789255202d27ae992818/frozenlist-1.8.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:119fb2a1bd47307e899c2fac7f28e85b9a543864df47aa7ec9d3c1b4545f096f", size = 49698 }, + { url = "https://files.pythonhosted.org/packages/a1/93/72b1736d68f03fda5fdf0f2180fb6caaae3894f1b854d006ac61ecc727ee/frozenlist-1.8.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:4970ece02dbc8c3a92fcc5228e36a3e933a01a999f7094ff7c23fbd2beeaa67c", size = 49749 }, + { url = "https://files.pythonhosted.org/packages/a7/b2/fabede9fafd976b991e9f1b9c8c873ed86f202889b864756f240ce6dd855/frozenlist-1.8.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:cba69cb73723c3f329622e34bdbf5ce1f80c21c290ff04256cff1cd3c2036ed2", size = 231298 }, + { url = "https://files.pythonhosted.org/packages/3a/3b/d9b1e0b0eed36e70477ffb8360c49c85c8ca8ef9700a4e6711f39a6e8b45/frozenlist-1.8.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:778a11b15673f6f1df23d9586f83c4846c471a8af693a22e066508b77d201ec8", size = 232015 }, + { url = "https://files.pythonhosted.org/packages/dc/94/be719d2766c1138148564a3960fc2c06eb688da592bdc25adcf856101be7/frozenlist-1.8.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:0325024fe97f94c41c08872db482cf8ac4800d80e79222c6b0b7b162d5b13686", size = 225038 }, + { url = "https://files.pythonhosted.org/packages/e4/09/6712b6c5465f083f52f50cf74167b92d4ea2f50e46a9eea0523d658454ae/frozenlist-1.8.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:97260ff46b207a82a7567b581ab4190bd4dfa09f4db8a8b49d1a958f6aa4940e", size = 240130 }, + { url = "https://files.pythonhosted.org/packages/f8/d4/cd065cdcf21550b54f3ce6a22e143ac9e4836ca42a0de1022da8498eac89/frozenlist-1.8.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:54b2077180eb7f83dd52c40b2750d0a9f175e06a42e3213ce047219de902717a", size = 242845 }, + { url = "https://files.pythonhosted.org/packages/62/c3/f57a5c8c70cd1ead3d5d5f776f89d33110b1addae0ab010ad774d9a44fb9/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2f05983daecab868a31e1da44462873306d3cbfd76d1f0b5b69c473d21dbb128", size = 229131 }, + { url = "https://files.pythonhosted.org/packages/6c/52/232476fe9cb64f0742f3fde2b7d26c1dac18b6d62071c74d4ded55e0ef94/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:33f48f51a446114bc5d251fb2954ab0164d5be02ad3382abcbfe07e2531d650f", size = 240542 }, + { url = "https://files.pythonhosted.org/packages/5f/85/07bf3f5d0fb5414aee5f47d33c6f5c77bfe49aac680bfece33d4fdf6a246/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:154e55ec0655291b5dd1b8731c637ecdb50975a2ae70c606d100750a540082f7", size = 237308 }, + { url = "https://files.pythonhosted.org/packages/11/99/ae3a33d5befd41ac0ca2cc7fd3aa707c9c324de2e89db0e0f45db9a64c26/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:4314debad13beb564b708b4a496020e5306c7333fa9a3ab90374169a20ffab30", size = 238210 }, + { url = "https://files.pythonhosted.org/packages/b2/60/b1d2da22f4970e7a155f0adde9b1435712ece01b3cd45ba63702aea33938/frozenlist-1.8.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:073f8bf8becba60aa931eb3bc420b217bb7d5b8f4750e6f8b3be7f3da85d38b7", size = 231972 }, + { url = "https://files.pythonhosted.org/packages/3f/ab/945b2f32de889993b9c9133216c068b7fcf257d8595a0ac420ac8677cab0/frozenlist-1.8.0-cp314-cp314-win32.whl", hash = "sha256:bac9c42ba2ac65ddc115d930c78d24ab8d4f465fd3fc473cdedfccadb9429806", size = 40536 }, + { url = "https://files.pythonhosted.org/packages/59/ad/9caa9b9c836d9ad6f067157a531ac48b7d36499f5036d4141ce78c230b1b/frozenlist-1.8.0-cp314-cp314-win_amd64.whl", hash = "sha256:3e0761f4d1a44f1d1a47996511752cf3dcec5bbdd9cc2b4fe595caf97754b7a0", size = 44330 }, + { url = "https://files.pythonhosted.org/packages/82/13/e6950121764f2676f43534c555249f57030150260aee9dcf7d64efda11dd/frozenlist-1.8.0-cp314-cp314-win_arm64.whl", hash = "sha256:d1eaff1d00c7751b7c6662e9c5ba6eb2c17a2306ba5e2a37f24ddf3cc953402b", size = 40627 }, + { url = "https://files.pythonhosted.org/packages/c0/c7/43200656ecc4e02d3f8bc248df68256cd9572b3f0017f0a0c4e93440ae23/frozenlist-1.8.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:d3bb933317c52d7ea5004a1c442eef86f426886fba134ef8cf4226ea6ee1821d", size = 89238 }, + { url = "https://files.pythonhosted.org/packages/d1/29/55c5f0689b9c0fb765055629f472c0de484dcaf0acee2f7707266ae3583c/frozenlist-1.8.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:8009897cdef112072f93a0efdce29cd819e717fd2f649ee3016efd3cd885a7ed", size = 50738 }, + { url = "https://files.pythonhosted.org/packages/ba/7d/b7282a445956506fa11da8c2db7d276adcbf2b17d8bb8407a47685263f90/frozenlist-1.8.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2c5dcbbc55383e5883246d11fd179782a9d07a986c40f49abe89ddf865913930", size = 51739 }, + { url = "https://files.pythonhosted.org/packages/62/1c/3d8622e60d0b767a5510d1d3cf21065b9db874696a51ea6d7a43180a259c/frozenlist-1.8.0-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:39ecbc32f1390387d2aa4f5a995e465e9e2f79ba3adcac92d68e3e0afae6657c", size = 284186 }, + { url = "https://files.pythonhosted.org/packages/2d/14/aa36d5f85a89679a85a1d44cd7a6657e0b1c75f61e7cad987b203d2daca8/frozenlist-1.8.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92db2bf818d5cc8d9c1f1fc56b897662e24ea5adb36ad1f1d82875bd64e03c24", size = 292196 }, + { url = "https://files.pythonhosted.org/packages/05/23/6bde59eb55abd407d34f77d39a5126fb7b4f109a3f611d3929f14b700c66/frozenlist-1.8.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2dc43a022e555de94c3b68a4ef0b11c4f747d12c024a520c7101709a2144fb37", size = 273830 }, + { url = "https://files.pythonhosted.org/packages/d2/3f/22cff331bfad7a8afa616289000ba793347fcd7bc275f3b28ecea2a27909/frozenlist-1.8.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cb89a7f2de3602cfed448095bab3f178399646ab7c61454315089787df07733a", size = 294289 }, + { url = "https://files.pythonhosted.org/packages/a4/89/5b057c799de4838b6c69aa82b79705f2027615e01be996d2486a69ca99c4/frozenlist-1.8.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:33139dc858c580ea50e7e60a1b0ea003efa1fd42e6ec7fdbad78fff65fad2fd2", size = 300318 }, + { url = "https://files.pythonhosted.org/packages/30/de/2c22ab3eb2a8af6d69dc799e48455813bab3690c760de58e1bf43b36da3e/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:168c0969a329b416119507ba30b9ea13688fafffac1b7822802537569a1cb0ef", size = 282814 }, + { url = "https://files.pythonhosted.org/packages/59/f7/970141a6a8dbd7f556d94977858cfb36fa9b66e0892c6dd780d2219d8cd8/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:28bd570e8e189d7f7b001966435f9dac6718324b5be2990ac496cf1ea9ddb7fe", size = 291762 }, + { url = "https://files.pythonhosted.org/packages/c1/15/ca1adae83a719f82df9116d66f5bb28bb95557b3951903d39135620ef157/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:b2a095d45c5d46e5e79ba1e5b9cb787f541a8dee0433836cea4b96a2c439dcd8", size = 289470 }, + { url = "https://files.pythonhosted.org/packages/ac/83/dca6dc53bf657d371fbc88ddeb21b79891e747189c5de990b9dfff2ccba1/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:eab8145831a0d56ec9c4139b6c3e594c7a83c2c8be25d5bcf2d86136a532287a", size = 289042 }, + { url = "https://files.pythonhosted.org/packages/96/52/abddd34ca99be142f354398700536c5bd315880ed0a213812bc491cff5e4/frozenlist-1.8.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:974b28cf63cc99dfb2188d8d222bc6843656188164848c4f679e63dae4b0708e", size = 283148 }, + { url = "https://files.pythonhosted.org/packages/af/d3/76bd4ed4317e7119c2b7f57c3f6934aba26d277acc6309f873341640e21f/frozenlist-1.8.0-cp314-cp314t-win32.whl", hash = "sha256:342c97bf697ac5480c0a7ec73cd700ecfa5a8a40ac923bd035484616efecc2df", size = 44676 }, + { url = "https://files.pythonhosted.org/packages/89/76/c615883b7b521ead2944bb3480398cbb07e12b7b4e4d073d3752eb721558/frozenlist-1.8.0-cp314-cp314t-win_amd64.whl", hash = "sha256:06be8f67f39c8b1dc671f5d83aaefd3358ae5cdcf8314552c57e7ed3e6475bdd", size = 49451 }, + { url = "https://files.pythonhosted.org/packages/e0/a3/5982da14e113d07b325230f95060e2169f5311b1017ea8af2a29b374c289/frozenlist-1.8.0-cp314-cp314t-win_arm64.whl", hash = "sha256:102e6314ca4da683dca92e3b1355490fed5f313b768500084fbe6371fddfdb79", size = 42507 }, + { url = "https://files.pythonhosted.org/packages/9a/9a/e35b4a917281c0b8419d4207f4334c8e8c5dbf4f3f5f9ada73958d937dcc/frozenlist-1.8.0-py3-none-any.whl", hash = "sha256:0c18a16eab41e82c295618a77502e17b195883241c563b00f0aa5106fc4eaa0d", size = 13409 }, ] [[package]] @@ -2033,18 +2037,18 @@ dependencies = [ { name = "setuptools", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "six", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/5d/a9/af5bfd5a92592c16cdae5c04f68187a309be8a146b528eac3c6e30edbad2/fs-2.4.16.tar.gz", hash = "sha256:ae97c7d51213f4b70b6a958292530289090de3a7e15841e108fbe144f069d313", size = 187441, upload-time = "2022-05-02T09:25:54.22Z" } +sdist = { url = "https://files.pythonhosted.org/packages/5d/a9/af5bfd5a92592c16cdae5c04f68187a309be8a146b528eac3c6e30edbad2/fs-2.4.16.tar.gz", hash = "sha256:ae97c7d51213f4b70b6a958292530289090de3a7e15841e108fbe144f069d313", size = 187441 } wheels = [ - { url = "https://files.pythonhosted.org/packages/b9/5c/a3d95dc1ec6cdeb032d789b552ecc76effa3557ea9186e1566df6aac18df/fs-2.4.16-py2.py3-none-any.whl", hash = "sha256:660064febbccda264ae0b6bace80a8d1be9e089e0a5eb2427b7d517f9a91545c", size = 135261, upload-time = "2022-05-02T09:25:52.363Z" }, + { url = "https://files.pythonhosted.org/packages/b9/5c/a3d95dc1ec6cdeb032d789b552ecc76effa3557ea9186e1566df6aac18df/fs-2.4.16-py2.py3-none-any.whl", hash = "sha256:660064febbccda264ae0b6bace80a8d1be9e089e0a5eb2427b7d517f9a91545c", size = 135261 }, ] [[package]] name = "fsspec" version = "2025.10.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/24/7f/2747c0d332b9acfa75dc84447a066fdf812b5a6b8d30472b74d309bfe8cb/fsspec-2025.10.0.tar.gz", hash = "sha256:b6789427626f068f9a83ca4e8a3cc050850b6c0f71f99ddb4f542b8266a26a59", size = 309285, upload-time = "2025-10-30T14:58:44.036Z" } +sdist = { url = "https://files.pythonhosted.org/packages/24/7f/2747c0d332b9acfa75dc84447a066fdf812b5a6b8d30472b74d309bfe8cb/fsspec-2025.10.0.tar.gz", hash = "sha256:b6789427626f068f9a83ca4e8a3cc050850b6c0f71f99ddb4f542b8266a26a59", size = 309285 } wheels = [ - { url = "https://files.pythonhosted.org/packages/eb/02/a6b21098b1d5d6249b7c5ab69dde30108a71e4e819d4a9778f1de1d5b70d/fsspec-2025.10.0-py3-none-any.whl", hash = "sha256:7c7712353ae7d875407f97715f0e1ffcc21e33d5b24556cb1e090ae9409ec61d", size = 200966, upload-time = "2025-10-30T14:58:42.53Z" }, + { url = "https://files.pythonhosted.org/packages/eb/02/a6b21098b1d5d6249b7c5ab69dde30108a71e4e819d4a9778f1de1d5b70d/fsspec-2025.10.0-py3-none-any.whl", hash = "sha256:7c7712353ae7d875407f97715f0e1ffcc21e33d5b24556cb1e090ae9409ec61d", size = 200966 }, ] [[package]] @@ -2058,9 +2062,9 @@ dependencies = [ { name = "protobuf", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/61/da/83d7043169ac2c8c7469f0e375610d78ae2160134bf1b80634c482fa079c/google_api_core-2.28.1.tar.gz", hash = "sha256:2b405df02d68e68ce0fbc138559e6036559e685159d148ae5861013dc201baf8", size = 176759, upload-time = "2025-10-28T21:34:51.529Z" } +sdist = { url = "https://files.pythonhosted.org/packages/61/da/83d7043169ac2c8c7469f0e375610d78ae2160134bf1b80634c482fa079c/google_api_core-2.28.1.tar.gz", hash = "sha256:2b405df02d68e68ce0fbc138559e6036559e685159d148ae5861013dc201baf8", size = 176759 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ed/d4/90197b416cb61cefd316964fd9e7bd8324bcbafabf40eef14a9f20b81974/google_api_core-2.28.1-py3-none-any.whl", hash = "sha256:4021b0f8ceb77a6fb4de6fde4502cecab45062e66ff4f2895169e0b35bc9466c", size = 173706, upload-time = "2025-10-28T21:34:50.151Z" }, + { url = "https://files.pythonhosted.org/packages/ed/d4/90197b416cb61cefd316964fd9e7bd8324bcbafabf40eef14a9f20b81974/google_api_core-2.28.1-py3-none-any.whl", hash = "sha256:4021b0f8ceb77a6fb4de6fde4502cecab45062e66ff4f2895169e0b35bc9466c", size = 173706 }, ] [[package]] @@ -2072,9 +2076,9 @@ dependencies = [ { name = "pyasn1-modules", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "rsa", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/25/6b/22a77135757c3a7854c9f008ffed6bf4e8851616d77faf13147e9ab5aae6/google_auth-2.42.1.tar.gz", hash = "sha256:30178b7a21aa50bffbdc1ffcb34ff770a2f65c712170ecd5446c4bef4dc2b94e", size = 295541, upload-time = "2025-10-30T16:42:19.381Z" } +sdist = { url = "https://files.pythonhosted.org/packages/25/6b/22a77135757c3a7854c9f008ffed6bf4e8851616d77faf13147e9ab5aae6/google_auth-2.42.1.tar.gz", hash = "sha256:30178b7a21aa50bffbdc1ffcb34ff770a2f65c712170ecd5446c4bef4dc2b94e", size = 295541 } wheels = [ - { url = "https://files.pythonhosted.org/packages/92/05/adeb6c495aec4f9d93f9e2fc29eeef6e14d452bba11d15bdb874ce1d5b10/google_auth-2.42.1-py2.py3-none-any.whl", hash = "sha256:eb73d71c91fc95dbd221a2eb87477c278a355e7367a35c0d84e6b0e5f9b4ad11", size = 222550, upload-time = "2025-10-30T16:42:17.878Z" }, + { url = "https://files.pythonhosted.org/packages/92/05/adeb6c495aec4f9d93f9e2fc29eeef6e14d452bba11d15bdb874ce1d5b10/google_auth-2.42.1-py2.py3-none-any.whl", hash = "sha256:eb73d71c91fc95dbd221a2eb87477c278a355e7367a35c0d84e6b0e5f9b4ad11", size = 222550 }, ] [[package]] @@ -2084,79 +2088,79 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "protobuf", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/30/43/b25abe02db2911397819003029bef768f68a974f2ece483e6084d1a5f754/googleapis_common_protos-1.71.0.tar.gz", hash = "sha256:1aec01e574e29da63c80ba9f7bbf1ccfaacf1da877f23609fe236ca7c72a2e2e", size = 146454, upload-time = "2025-10-20T14:58:08.732Z" } +sdist = { url = "https://files.pythonhosted.org/packages/30/43/b25abe02db2911397819003029bef768f68a974f2ece483e6084d1a5f754/googleapis_common_protos-1.71.0.tar.gz", hash = "sha256:1aec01e574e29da63c80ba9f7bbf1ccfaacf1da877f23609fe236ca7c72a2e2e", size = 146454 } wheels = [ - { url = "https://files.pythonhosted.org/packages/25/e8/eba9fece11d57a71e3e22ea672742c8f3cf23b35730c9e96db768b295216/googleapis_common_protos-1.71.0-py3-none-any.whl", hash = "sha256:59034a1d849dc4d18971997a72ac56246570afdd17f9369a0ff68218d50ab78c", size = 294576, upload-time = "2025-10-20T14:56:21.295Z" }, + { url = "https://files.pythonhosted.org/packages/25/e8/eba9fece11d57a71e3e22ea672742c8f3cf23b35730c9e96db768b295216/googleapis_common_protos-1.71.0-py3-none-any.whl", hash = "sha256:59034a1d849dc4d18971997a72ac56246570afdd17f9369a0ff68218d50ab78c", size = 294576 }, ] [[package]] name = "graphviz" version = "0.21" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/f8/b3/3ac91e9be6b761a4b30d66ff165e54439dcd48b83f4e20d644867215f6ca/graphviz-0.21.tar.gz", hash = "sha256:20743e7183be82aaaa8ad6c93f8893c923bd6658a04c32ee115edb3c8a835f78", size = 200434, upload-time = "2025-06-15T09:35:05.824Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f8/b3/3ac91e9be6b761a4b30d66ff165e54439dcd48b83f4e20d644867215f6ca/graphviz-0.21.tar.gz", hash = "sha256:20743e7183be82aaaa8ad6c93f8893c923bd6658a04c32ee115edb3c8a835f78", size = 200434 } wheels = [ - { url = "https://files.pythonhosted.org/packages/91/4c/e0ce1ef95d4000ebc1c11801f9b944fa5910ecc15b5e351865763d8657f8/graphviz-0.21-py3-none-any.whl", hash = "sha256:54f33de9f4f911d7e84e4191749cac8cc5653f815b06738c54db9a15ab8b1e42", size = 47300, upload-time = "2025-06-15T09:35:04.433Z" }, + { url = "https://files.pythonhosted.org/packages/91/4c/e0ce1ef95d4000ebc1c11801f9b944fa5910ecc15b5e351865763d8657f8/graphviz-0.21-py3-none-any.whl", hash = "sha256:54f33de9f4f911d7e84e4191749cac8cc5653f815b06738c54db9a15ab8b1e42", size = 47300 }, ] [[package]] name = "greenlet" version = "3.2.4" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/03/b8/704d753a5a45507a7aab61f18db9509302ed3d0a27ac7e0359ec2905b1a6/greenlet-3.2.4.tar.gz", hash = "sha256:0dca0d95ff849f9a364385f36ab49f50065d76964944638be9691e1832e9f86d", size = 188260, upload-time = "2025-08-07T13:24:33.51Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/7d/ed/6bfa4109fcb23a58819600392564fea69cdc6551ffd5e69ccf1d52a40cbc/greenlet-3.2.4-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8c68325b0d0acf8d91dde4e6f930967dd52a5302cd4062932a6b2e7c2969f47c", size = 271061, upload-time = "2025-08-07T13:17:15.373Z" }, - { url = "https://files.pythonhosted.org/packages/2a/fc/102ec1a2fc015b3a7652abab7acf3541d58c04d3d17a8d3d6a44adae1eb1/greenlet-3.2.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:94385f101946790ae13da500603491f04a76b6e4c059dab271b3ce2e283b2590", size = 629475, upload-time = "2025-08-07T13:42:54.009Z" }, - { url = "https://files.pythonhosted.org/packages/c5/26/80383131d55a4ac0fb08d71660fd77e7660b9db6bdb4e8884f46d9f2cc04/greenlet-3.2.4-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f10fd42b5ee276335863712fa3da6608e93f70629c631bf77145021600abc23c", size = 640802, upload-time = "2025-08-07T13:45:25.52Z" }, - { url = "https://files.pythonhosted.org/packages/9f/7c/e7833dbcd8f376f3326bd728c845d31dcde4c84268d3921afcae77d90d08/greenlet-3.2.4-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:c8c9e331e58180d0d83c5b7999255721b725913ff6bc6cf39fa2a45841a4fd4b", size = 636703, upload-time = "2025-08-07T13:53:12.622Z" }, - { url = "https://files.pythonhosted.org/packages/e9/49/547b93b7c0428ede7b3f309bc965986874759f7d89e4e04aeddbc9699acb/greenlet-3.2.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:58b97143c9cc7b86fc458f215bd0932f1757ce649e05b640fea2e79b54cedb31", size = 635417, upload-time = "2025-08-07T13:18:25.189Z" }, - { url = "https://files.pythonhosted.org/packages/7f/91/ae2eb6b7979e2f9b035a9f612cf70f1bf54aad4e1d125129bef1eae96f19/greenlet-3.2.4-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c2ca18a03a8cfb5b25bc1cbe20f3d9a4c80d8c3b13ba3df49ac3961af0b1018d", size = 584358, upload-time = "2025-08-07T13:18:23.708Z" }, - { url = "https://files.pythonhosted.org/packages/f7/85/433de0c9c0252b22b16d413c9407e6cb3b41df7389afc366ca204dbc1393/greenlet-3.2.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:9fe0a28a7b952a21e2c062cd5756d34354117796c6d9215a87f55e38d15402c5", size = 1113550, upload-time = "2025-08-07T13:42:37.467Z" }, - { url = "https://files.pythonhosted.org/packages/a1/8d/88f3ebd2bc96bf7747093696f4335a0a8a4c5acfcf1b757717c0d2474ba3/greenlet-3.2.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8854167e06950ca75b898b104b63cc646573aa5fef1353d4508ecdd1ee76254f", size = 1137126, upload-time = "2025-08-07T13:18:20.239Z" }, - { url = "https://files.pythonhosted.org/packages/f1/29/74242b7d72385e29bcc5563fba67dad94943d7cd03552bac320d597f29b2/greenlet-3.2.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f47617f698838ba98f4ff4189aef02e7343952df3a615f847bb575c3feb177a7", size = 1544904, upload-time = "2025-11-04T12:42:04.763Z" }, - { url = "https://files.pythonhosted.org/packages/c8/e2/1572b8eeab0f77df5f6729d6ab6b141e4a84ee8eb9bc8c1e7918f94eda6d/greenlet-3.2.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af41be48a4f60429d5cad9d22175217805098a9ef7c40bfef44f7669fb9d74d8", size = 1611228, upload-time = "2025-11-04T12:42:08.423Z" }, - { url = "https://files.pythonhosted.org/packages/d6/6f/b60b0291d9623c496638c582297ead61f43c4b72eef5e9c926ef4565ec13/greenlet-3.2.4-cp310-cp310-win_amd64.whl", hash = "sha256:73f49b5368b5359d04e18d15828eecc1806033db5233397748f4ca813ff1056c", size = 298654, upload-time = "2025-08-07T13:50:00.469Z" }, - { url = "https://files.pythonhosted.org/packages/a4/de/f28ced0a67749cac23fecb02b694f6473f47686dff6afaa211d186e2ef9c/greenlet-3.2.4-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:96378df1de302bc38e99c3a9aa311967b7dc80ced1dcc6f171e99842987882a2", size = 272305, upload-time = "2025-08-07T13:15:41.288Z" }, - { url = "https://files.pythonhosted.org/packages/09/16/2c3792cba130000bf2a31c5272999113f4764fd9d874fb257ff588ac779a/greenlet-3.2.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1ee8fae0519a337f2329cb78bd7a8e128ec0f881073d43f023c7b8d4831d5246", size = 632472, upload-time = "2025-08-07T13:42:55.044Z" }, - { url = "https://files.pythonhosted.org/packages/ae/8f/95d48d7e3d433e6dae5b1682e4292242a53f22df82e6d3dda81b1701a960/greenlet-3.2.4-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:94abf90142c2a18151632371140b3dba4dee031633fe614cb592dbb6c9e17bc3", size = 644646, upload-time = "2025-08-07T13:45:26.523Z" }, - { url = "https://files.pythonhosted.org/packages/d5/5e/405965351aef8c76b8ef7ad370e5da58d57ef6068df197548b015464001a/greenlet-3.2.4-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:4d1378601b85e2e5171b99be8d2dc85f594c79967599328f95c1dc1a40f1c633", size = 640519, upload-time = "2025-08-07T13:53:13.928Z" }, - { url = "https://files.pythonhosted.org/packages/25/5d/382753b52006ce0218297ec1b628e048c4e64b155379331f25a7316eb749/greenlet-3.2.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0db5594dce18db94f7d1650d7489909b57afde4c580806b8d9203b6e79cdc079", size = 639707, upload-time = "2025-08-07T13:18:27.146Z" }, - { url = "https://files.pythonhosted.org/packages/1f/8e/abdd3f14d735b2929290a018ecf133c901be4874b858dd1c604b9319f064/greenlet-3.2.4-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2523e5246274f54fdadbce8494458a2ebdcdbc7b802318466ac5606d3cded1f8", size = 587684, upload-time = "2025-08-07T13:18:25.164Z" }, - { url = "https://files.pythonhosted.org/packages/5d/65/deb2a69c3e5996439b0176f6651e0052542bb6c8f8ec2e3fba97c9768805/greenlet-3.2.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:1987de92fec508535687fb807a5cea1560f6196285a4cde35c100b8cd632cc52", size = 1116647, upload-time = "2025-08-07T13:42:38.655Z" }, - { url = "https://files.pythonhosted.org/packages/3f/cc/b07000438a29ac5cfb2194bfc128151d52f333cee74dd7dfe3fb733fc16c/greenlet-3.2.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:55e9c5affaa6775e2c6b67659f3a71684de4c549b3dd9afca3bc773533d284fa", size = 1142073, upload-time = "2025-08-07T13:18:21.737Z" }, - { url = "https://files.pythonhosted.org/packages/67/24/28a5b2fa42d12b3d7e5614145f0bd89714c34c08be6aabe39c14dd52db34/greenlet-3.2.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c9c6de1940a7d828635fbd254d69db79e54619f165ee7ce32fda763a9cb6a58c", size = 1548385, upload-time = "2025-11-04T12:42:11.067Z" }, - { url = "https://files.pythonhosted.org/packages/6a/05/03f2f0bdd0b0ff9a4f7b99333d57b53a7709c27723ec8123056b084e69cd/greenlet-3.2.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:03c5136e7be905045160b1b9fdca93dd6727b180feeafda6818e6496434ed8c5", size = 1613329, upload-time = "2025-11-04T12:42:12.928Z" }, - { url = "https://files.pythonhosted.org/packages/d8/0f/30aef242fcab550b0b3520b8e3561156857c94288f0332a79928c31a52cf/greenlet-3.2.4-cp311-cp311-win_amd64.whl", hash = "sha256:9c40adce87eaa9ddb593ccb0fa6a07caf34015a29bf8d344811665b573138db9", size = 299100, upload-time = "2025-08-07T13:44:12.287Z" }, - { url = "https://files.pythonhosted.org/packages/44/69/9b804adb5fd0671f367781560eb5eb586c4d495277c93bde4307b9e28068/greenlet-3.2.4-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:3b67ca49f54cede0186854a008109d6ee71f66bd57bb36abd6d0a0267b540cdd", size = 274079, upload-time = "2025-08-07T13:15:45.033Z" }, - { url = "https://files.pythonhosted.org/packages/46/e9/d2a80c99f19a153eff70bc451ab78615583b8dac0754cfb942223d2c1a0d/greenlet-3.2.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ddf9164e7a5b08e9d22511526865780a576f19ddd00d62f8a665949327fde8bb", size = 640997, upload-time = "2025-08-07T13:42:56.234Z" }, - { url = "https://files.pythonhosted.org/packages/3b/16/035dcfcc48715ccd345f3a93183267167cdd162ad123cd93067d86f27ce4/greenlet-3.2.4-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f28588772bb5fb869a8eb331374ec06f24a83a9c25bfa1f38b6993afe9c1e968", size = 655185, upload-time = "2025-08-07T13:45:27.624Z" }, - { url = "https://files.pythonhosted.org/packages/31/da/0386695eef69ffae1ad726881571dfe28b41970173947e7c558d9998de0f/greenlet-3.2.4-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:5c9320971821a7cb77cfab8d956fa8e39cd07ca44b6070db358ceb7f8797c8c9", size = 649926, upload-time = "2025-08-07T13:53:15.251Z" }, - { url = "https://files.pythonhosted.org/packages/68/88/69bf19fd4dc19981928ceacbc5fd4bb6bc2215d53199e367832e98d1d8fe/greenlet-3.2.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c60a6d84229b271d44b70fb6e5fa23781abb5d742af7b808ae3f6efd7c9c60f6", size = 651839, upload-time = "2025-08-07T13:18:30.281Z" }, - { url = "https://files.pythonhosted.org/packages/19/0d/6660d55f7373b2ff8152401a83e02084956da23ae58cddbfb0b330978fe9/greenlet-3.2.4-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3b3812d8d0c9579967815af437d96623f45c0f2ae5f04e366de62a12d83a8fb0", size = 607586, upload-time = "2025-08-07T13:18:28.544Z" }, - { url = "https://files.pythonhosted.org/packages/8e/1a/c953fdedd22d81ee4629afbb38d2f9d71e37d23caace44775a3a969147d4/greenlet-3.2.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:abbf57b5a870d30c4675928c37278493044d7c14378350b3aa5d484fa65575f0", size = 1123281, upload-time = "2025-08-07T13:42:39.858Z" }, - { url = "https://files.pythonhosted.org/packages/3f/c7/12381b18e21aef2c6bd3a636da1088b888b97b7a0362fac2e4de92405f97/greenlet-3.2.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:20fb936b4652b6e307b8f347665e2c615540d4b42b3b4c8a321d8286da7e520f", size = 1151142, upload-time = "2025-08-07T13:18:22.981Z" }, - { url = "https://files.pythonhosted.org/packages/27/45/80935968b53cfd3f33cf99ea5f08227f2646e044568c9b1555b58ffd61c2/greenlet-3.2.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ee7a6ec486883397d70eec05059353b8e83eca9168b9f3f9a361971e77e0bcd0", size = 1564846, upload-time = "2025-11-04T12:42:15.191Z" }, - { url = "https://files.pythonhosted.org/packages/69/02/b7c30e5e04752cb4db6202a3858b149c0710e5453b71a3b2aec5d78a1aab/greenlet-3.2.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:326d234cbf337c9c3def0676412eb7040a35a768efc92504b947b3e9cfc7543d", size = 1633814, upload-time = "2025-11-04T12:42:17.175Z" }, - { url = "https://files.pythonhosted.org/packages/e9/08/b0814846b79399e585f974bbeebf5580fbe59e258ea7be64d9dfb253c84f/greenlet-3.2.4-cp312-cp312-win_amd64.whl", hash = "sha256:a7d4e128405eea3814a12cc2605e0e6aedb4035bf32697f72deca74de4105e02", size = 299899, upload-time = "2025-08-07T13:38:53.448Z" }, - { url = "https://files.pythonhosted.org/packages/49/e8/58c7f85958bda41dafea50497cbd59738c5c43dbbea5ee83d651234398f4/greenlet-3.2.4-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:1a921e542453fe531144e91e1feedf12e07351b1cf6c9e8a3325ea600a715a31", size = 272814, upload-time = "2025-08-07T13:15:50.011Z" }, - { url = "https://files.pythonhosted.org/packages/62/dd/b9f59862e9e257a16e4e610480cfffd29e3fae018a68c2332090b53aac3d/greenlet-3.2.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cd3c8e693bff0fff6ba55f140bf390fa92c994083f838fece0f63be121334945", size = 641073, upload-time = "2025-08-07T13:42:57.23Z" }, - { url = "https://files.pythonhosted.org/packages/f7/0b/bc13f787394920b23073ca3b6c4a7a21396301ed75a655bcb47196b50e6e/greenlet-3.2.4-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:710638eb93b1fa52823aa91bf75326f9ecdfd5e0466f00789246a5280f4ba0fc", size = 655191, upload-time = "2025-08-07T13:45:29.752Z" }, - { url = "https://files.pythonhosted.org/packages/f2/d6/6adde57d1345a8d0f14d31e4ab9c23cfe8e2cd39c3baf7674b4b0338d266/greenlet-3.2.4-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:c5111ccdc9c88f423426df3fd1811bfc40ed66264d35aa373420a34377efc98a", size = 649516, upload-time = "2025-08-07T13:53:16.314Z" }, - { url = "https://files.pythonhosted.org/packages/7f/3b/3a3328a788d4a473889a2d403199932be55b1b0060f4ddd96ee7cdfcad10/greenlet-3.2.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d76383238584e9711e20ebe14db6c88ddcedc1829a9ad31a584389463b5aa504", size = 652169, upload-time = "2025-08-07T13:18:32.861Z" }, - { url = "https://files.pythonhosted.org/packages/ee/43/3cecdc0349359e1a527cbf2e3e28e5f8f06d3343aaf82ca13437a9aa290f/greenlet-3.2.4-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:23768528f2911bcd7e475210822ffb5254ed10d71f4028387e5a99b4c6699671", size = 610497, upload-time = "2025-08-07T13:18:31.636Z" }, - { url = "https://files.pythonhosted.org/packages/b8/19/06b6cf5d604e2c382a6f31cafafd6f33d5dea706f4db7bdab184bad2b21d/greenlet-3.2.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:00fadb3fedccc447f517ee0d3fd8fe49eae949e1cd0f6a611818f4f6fb7dc83b", size = 1121662, upload-time = "2025-08-07T13:42:41.117Z" }, - { url = "https://files.pythonhosted.org/packages/a2/15/0d5e4e1a66fab130d98168fe984c509249c833c1a3c16806b90f253ce7b9/greenlet-3.2.4-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:d25c5091190f2dc0eaa3f950252122edbbadbb682aa7b1ef2f8af0f8c0afefae", size = 1149210, upload-time = "2025-08-07T13:18:24.072Z" }, - { url = "https://files.pythonhosted.org/packages/1c/53/f9c440463b3057485b8594d7a638bed53ba531165ef0ca0e6c364b5cc807/greenlet-3.2.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6e343822feb58ac4d0a1211bd9399de2b3a04963ddeec21530fc426cc121f19b", size = 1564759, upload-time = "2025-11-04T12:42:19.395Z" }, - { url = "https://files.pythonhosted.org/packages/47/e4/3bb4240abdd0a8d23f4f88adec746a3099f0d86bfedb623f063b2e3b4df0/greenlet-3.2.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca7f6f1f2649b89ce02f6f229d7c19f680a6238af656f61e0115b24857917929", size = 1634288, upload-time = "2025-11-04T12:42:21.174Z" }, - { url = "https://files.pythonhosted.org/packages/0b/55/2321e43595e6801e105fcfdee02b34c0f996eb71e6ddffca6b10b7e1d771/greenlet-3.2.4-cp313-cp313-win_amd64.whl", hash = "sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b", size = 299685, upload-time = "2025-08-07T13:24:38.824Z" }, - { url = "https://files.pythonhosted.org/packages/22/5c/85273fd7cc388285632b0498dbbab97596e04b154933dfe0f3e68156c68c/greenlet-3.2.4-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:49a30d5fda2507ae77be16479bdb62a660fa51b1eb4928b524975b3bde77b3c0", size = 273586, upload-time = "2025-08-07T13:16:08.004Z" }, - { url = "https://files.pythonhosted.org/packages/d1/75/10aeeaa3da9332c2e761e4c50d4c3556c21113ee3f0afa2cf5769946f7a3/greenlet-3.2.4-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:299fd615cd8fc86267b47597123e3f43ad79c9d8a22bebdce535e53550763e2f", size = 686346, upload-time = "2025-08-07T13:42:59.944Z" }, - { url = "https://files.pythonhosted.org/packages/c0/aa/687d6b12ffb505a4447567d1f3abea23bd20e73a5bed63871178e0831b7a/greenlet-3.2.4-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:c17b6b34111ea72fc5a4e4beec9711d2226285f0386ea83477cbb97c30a3f3a5", size = 699218, upload-time = "2025-08-07T13:45:30.969Z" }, - { url = "https://files.pythonhosted.org/packages/dc/8b/29aae55436521f1d6f8ff4e12fb676f3400de7fcf27fccd1d4d17fd8fecd/greenlet-3.2.4-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b4a1870c51720687af7fa3e7cda6d08d801dae660f75a76f3845b642b4da6ee1", size = 694659, upload-time = "2025-08-07T13:53:17.759Z" }, - { url = "https://files.pythonhosted.org/packages/92/2e/ea25914b1ebfde93b6fc4ff46d6864564fba59024e928bdc7de475affc25/greenlet-3.2.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:061dc4cf2c34852b052a8620d40f36324554bc192be474b9e9770e8c042fd735", size = 695355, upload-time = "2025-08-07T13:18:34.517Z" }, - { url = "https://files.pythonhosted.org/packages/72/60/fc56c62046ec17f6b0d3060564562c64c862948c9d4bc8aa807cf5bd74f4/greenlet-3.2.4-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:44358b9bf66c8576a9f57a590d5f5d6e72fa4228b763d0e43fee6d3b06d3a337", size = 657512, upload-time = "2025-08-07T13:18:33.969Z" }, - { url = "https://files.pythonhosted.org/packages/23/6e/74407aed965a4ab6ddd93a7ded3180b730d281c77b765788419484cdfeef/greenlet-3.2.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2917bdf657f5859fbf3386b12d68ede4cf1f04c90c3a6bc1f013dd68a22e2269", size = 1612508, upload-time = "2025-11-04T12:42:23.427Z" }, - { url = "https://files.pythonhosted.org/packages/0d/da/343cd760ab2f92bac1845ca07ee3faea9fe52bee65f7bcb19f16ad7de08b/greenlet-3.2.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:015d48959d4add5d6c9f6c5210ee3803a830dce46356e3bc326d6776bde54681", size = 1680760, upload-time = "2025-11-04T12:42:25.341Z" }, - { url = "https://files.pythonhosted.org/packages/e3/a5/6ddab2b4c112be95601c13428db1d8b6608a8b6039816f2ba09c346c08fc/greenlet-3.2.4-cp314-cp314-win_amd64.whl", hash = "sha256:e37ab26028f12dbb0ff65f29a8d3d44a765c61e729647bf2ddfbbed621726f01", size = 303425, upload-time = "2025-08-07T13:32:27.59Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/03/b8/704d753a5a45507a7aab61f18db9509302ed3d0a27ac7e0359ec2905b1a6/greenlet-3.2.4.tar.gz", hash = "sha256:0dca0d95ff849f9a364385f36ab49f50065d76964944638be9691e1832e9f86d", size = 188260 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/7d/ed/6bfa4109fcb23a58819600392564fea69cdc6551ffd5e69ccf1d52a40cbc/greenlet-3.2.4-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:8c68325b0d0acf8d91dde4e6f930967dd52a5302cd4062932a6b2e7c2969f47c", size = 271061 }, + { url = "https://files.pythonhosted.org/packages/2a/fc/102ec1a2fc015b3a7652abab7acf3541d58c04d3d17a8d3d6a44adae1eb1/greenlet-3.2.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:94385f101946790ae13da500603491f04a76b6e4c059dab271b3ce2e283b2590", size = 629475 }, + { url = "https://files.pythonhosted.org/packages/c5/26/80383131d55a4ac0fb08d71660fd77e7660b9db6bdb4e8884f46d9f2cc04/greenlet-3.2.4-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f10fd42b5ee276335863712fa3da6608e93f70629c631bf77145021600abc23c", size = 640802 }, + { url = "https://files.pythonhosted.org/packages/9f/7c/e7833dbcd8f376f3326bd728c845d31dcde4c84268d3921afcae77d90d08/greenlet-3.2.4-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:c8c9e331e58180d0d83c5b7999255721b725913ff6bc6cf39fa2a45841a4fd4b", size = 636703 }, + { url = "https://files.pythonhosted.org/packages/e9/49/547b93b7c0428ede7b3f309bc965986874759f7d89e4e04aeddbc9699acb/greenlet-3.2.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:58b97143c9cc7b86fc458f215bd0932f1757ce649e05b640fea2e79b54cedb31", size = 635417 }, + { url = "https://files.pythonhosted.org/packages/7f/91/ae2eb6b7979e2f9b035a9f612cf70f1bf54aad4e1d125129bef1eae96f19/greenlet-3.2.4-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c2ca18a03a8cfb5b25bc1cbe20f3d9a4c80d8c3b13ba3df49ac3961af0b1018d", size = 584358 }, + { url = "https://files.pythonhosted.org/packages/f7/85/433de0c9c0252b22b16d413c9407e6cb3b41df7389afc366ca204dbc1393/greenlet-3.2.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:9fe0a28a7b952a21e2c062cd5756d34354117796c6d9215a87f55e38d15402c5", size = 1113550 }, + { url = "https://files.pythonhosted.org/packages/a1/8d/88f3ebd2bc96bf7747093696f4335a0a8a4c5acfcf1b757717c0d2474ba3/greenlet-3.2.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:8854167e06950ca75b898b104b63cc646573aa5fef1353d4508ecdd1ee76254f", size = 1137126 }, + { url = "https://files.pythonhosted.org/packages/f1/29/74242b7d72385e29bcc5563fba67dad94943d7cd03552bac320d597f29b2/greenlet-3.2.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f47617f698838ba98f4ff4189aef02e7343952df3a615f847bb575c3feb177a7", size = 1544904 }, + { url = "https://files.pythonhosted.org/packages/c8/e2/1572b8eeab0f77df5f6729d6ab6b141e4a84ee8eb9bc8c1e7918f94eda6d/greenlet-3.2.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:af41be48a4f60429d5cad9d22175217805098a9ef7c40bfef44f7669fb9d74d8", size = 1611228 }, + { url = "https://files.pythonhosted.org/packages/d6/6f/b60b0291d9623c496638c582297ead61f43c4b72eef5e9c926ef4565ec13/greenlet-3.2.4-cp310-cp310-win_amd64.whl", hash = "sha256:73f49b5368b5359d04e18d15828eecc1806033db5233397748f4ca813ff1056c", size = 298654 }, + { url = "https://files.pythonhosted.org/packages/a4/de/f28ced0a67749cac23fecb02b694f6473f47686dff6afaa211d186e2ef9c/greenlet-3.2.4-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:96378df1de302bc38e99c3a9aa311967b7dc80ced1dcc6f171e99842987882a2", size = 272305 }, + { url = "https://files.pythonhosted.org/packages/09/16/2c3792cba130000bf2a31c5272999113f4764fd9d874fb257ff588ac779a/greenlet-3.2.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:1ee8fae0519a337f2329cb78bd7a8e128ec0f881073d43f023c7b8d4831d5246", size = 632472 }, + { url = "https://files.pythonhosted.org/packages/ae/8f/95d48d7e3d433e6dae5b1682e4292242a53f22df82e6d3dda81b1701a960/greenlet-3.2.4-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:94abf90142c2a18151632371140b3dba4dee031633fe614cb592dbb6c9e17bc3", size = 644646 }, + { url = "https://files.pythonhosted.org/packages/d5/5e/405965351aef8c76b8ef7ad370e5da58d57ef6068df197548b015464001a/greenlet-3.2.4-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:4d1378601b85e2e5171b99be8d2dc85f594c79967599328f95c1dc1a40f1c633", size = 640519 }, + { url = "https://files.pythonhosted.org/packages/25/5d/382753b52006ce0218297ec1b628e048c4e64b155379331f25a7316eb749/greenlet-3.2.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0db5594dce18db94f7d1650d7489909b57afde4c580806b8d9203b6e79cdc079", size = 639707 }, + { url = "https://files.pythonhosted.org/packages/1f/8e/abdd3f14d735b2929290a018ecf133c901be4874b858dd1c604b9319f064/greenlet-3.2.4-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2523e5246274f54fdadbce8494458a2ebdcdbc7b802318466ac5606d3cded1f8", size = 587684 }, + { url = "https://files.pythonhosted.org/packages/5d/65/deb2a69c3e5996439b0176f6651e0052542bb6c8f8ec2e3fba97c9768805/greenlet-3.2.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:1987de92fec508535687fb807a5cea1560f6196285a4cde35c100b8cd632cc52", size = 1116647 }, + { url = "https://files.pythonhosted.org/packages/3f/cc/b07000438a29ac5cfb2194bfc128151d52f333cee74dd7dfe3fb733fc16c/greenlet-3.2.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:55e9c5affaa6775e2c6b67659f3a71684de4c549b3dd9afca3bc773533d284fa", size = 1142073 }, + { url = "https://files.pythonhosted.org/packages/67/24/28a5b2fa42d12b3d7e5614145f0bd89714c34c08be6aabe39c14dd52db34/greenlet-3.2.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c9c6de1940a7d828635fbd254d69db79e54619f165ee7ce32fda763a9cb6a58c", size = 1548385 }, + { url = "https://files.pythonhosted.org/packages/6a/05/03f2f0bdd0b0ff9a4f7b99333d57b53a7709c27723ec8123056b084e69cd/greenlet-3.2.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:03c5136e7be905045160b1b9fdca93dd6727b180feeafda6818e6496434ed8c5", size = 1613329 }, + { url = "https://files.pythonhosted.org/packages/d8/0f/30aef242fcab550b0b3520b8e3561156857c94288f0332a79928c31a52cf/greenlet-3.2.4-cp311-cp311-win_amd64.whl", hash = "sha256:9c40adce87eaa9ddb593ccb0fa6a07caf34015a29bf8d344811665b573138db9", size = 299100 }, + { url = "https://files.pythonhosted.org/packages/44/69/9b804adb5fd0671f367781560eb5eb586c4d495277c93bde4307b9e28068/greenlet-3.2.4-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:3b67ca49f54cede0186854a008109d6ee71f66bd57bb36abd6d0a0267b540cdd", size = 274079 }, + { url = "https://files.pythonhosted.org/packages/46/e9/d2a80c99f19a153eff70bc451ab78615583b8dac0754cfb942223d2c1a0d/greenlet-3.2.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:ddf9164e7a5b08e9d22511526865780a576f19ddd00d62f8a665949327fde8bb", size = 640997 }, + { url = "https://files.pythonhosted.org/packages/3b/16/035dcfcc48715ccd345f3a93183267167cdd162ad123cd93067d86f27ce4/greenlet-3.2.4-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:f28588772bb5fb869a8eb331374ec06f24a83a9c25bfa1f38b6993afe9c1e968", size = 655185 }, + { url = "https://files.pythonhosted.org/packages/31/da/0386695eef69ffae1ad726881571dfe28b41970173947e7c558d9998de0f/greenlet-3.2.4-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:5c9320971821a7cb77cfab8d956fa8e39cd07ca44b6070db358ceb7f8797c8c9", size = 649926 }, + { url = "https://files.pythonhosted.org/packages/68/88/69bf19fd4dc19981928ceacbc5fd4bb6bc2215d53199e367832e98d1d8fe/greenlet-3.2.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c60a6d84229b271d44b70fb6e5fa23781abb5d742af7b808ae3f6efd7c9c60f6", size = 651839 }, + { url = "https://files.pythonhosted.org/packages/19/0d/6660d55f7373b2ff8152401a83e02084956da23ae58cddbfb0b330978fe9/greenlet-3.2.4-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3b3812d8d0c9579967815af437d96623f45c0f2ae5f04e366de62a12d83a8fb0", size = 607586 }, + { url = "https://files.pythonhosted.org/packages/8e/1a/c953fdedd22d81ee4629afbb38d2f9d71e37d23caace44775a3a969147d4/greenlet-3.2.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:abbf57b5a870d30c4675928c37278493044d7c14378350b3aa5d484fa65575f0", size = 1123281 }, + { url = "https://files.pythonhosted.org/packages/3f/c7/12381b18e21aef2c6bd3a636da1088b888b97b7a0362fac2e4de92405f97/greenlet-3.2.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:20fb936b4652b6e307b8f347665e2c615540d4b42b3b4c8a321d8286da7e520f", size = 1151142 }, + { url = "https://files.pythonhosted.org/packages/27/45/80935968b53cfd3f33cf99ea5f08227f2646e044568c9b1555b58ffd61c2/greenlet-3.2.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:ee7a6ec486883397d70eec05059353b8e83eca9168b9f3f9a361971e77e0bcd0", size = 1564846 }, + { url = "https://files.pythonhosted.org/packages/69/02/b7c30e5e04752cb4db6202a3858b149c0710e5453b71a3b2aec5d78a1aab/greenlet-3.2.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:326d234cbf337c9c3def0676412eb7040a35a768efc92504b947b3e9cfc7543d", size = 1633814 }, + { url = "https://files.pythonhosted.org/packages/e9/08/b0814846b79399e585f974bbeebf5580fbe59e258ea7be64d9dfb253c84f/greenlet-3.2.4-cp312-cp312-win_amd64.whl", hash = "sha256:a7d4e128405eea3814a12cc2605e0e6aedb4035bf32697f72deca74de4105e02", size = 299899 }, + { url = "https://files.pythonhosted.org/packages/49/e8/58c7f85958bda41dafea50497cbd59738c5c43dbbea5ee83d651234398f4/greenlet-3.2.4-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:1a921e542453fe531144e91e1feedf12e07351b1cf6c9e8a3325ea600a715a31", size = 272814 }, + { url = "https://files.pythonhosted.org/packages/62/dd/b9f59862e9e257a16e4e610480cfffd29e3fae018a68c2332090b53aac3d/greenlet-3.2.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cd3c8e693bff0fff6ba55f140bf390fa92c994083f838fece0f63be121334945", size = 641073 }, + { url = "https://files.pythonhosted.org/packages/f7/0b/bc13f787394920b23073ca3b6c4a7a21396301ed75a655bcb47196b50e6e/greenlet-3.2.4-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:710638eb93b1fa52823aa91bf75326f9ecdfd5e0466f00789246a5280f4ba0fc", size = 655191 }, + { url = "https://files.pythonhosted.org/packages/f2/d6/6adde57d1345a8d0f14d31e4ab9c23cfe8e2cd39c3baf7674b4b0338d266/greenlet-3.2.4-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:c5111ccdc9c88f423426df3fd1811bfc40ed66264d35aa373420a34377efc98a", size = 649516 }, + { url = "https://files.pythonhosted.org/packages/7f/3b/3a3328a788d4a473889a2d403199932be55b1b0060f4ddd96ee7cdfcad10/greenlet-3.2.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d76383238584e9711e20ebe14db6c88ddcedc1829a9ad31a584389463b5aa504", size = 652169 }, + { url = "https://files.pythonhosted.org/packages/ee/43/3cecdc0349359e1a527cbf2e3e28e5f8f06d3343aaf82ca13437a9aa290f/greenlet-3.2.4-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:23768528f2911bcd7e475210822ffb5254ed10d71f4028387e5a99b4c6699671", size = 610497 }, + { url = "https://files.pythonhosted.org/packages/b8/19/06b6cf5d604e2c382a6f31cafafd6f33d5dea706f4db7bdab184bad2b21d/greenlet-3.2.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:00fadb3fedccc447f517ee0d3fd8fe49eae949e1cd0f6a611818f4f6fb7dc83b", size = 1121662 }, + { url = "https://files.pythonhosted.org/packages/a2/15/0d5e4e1a66fab130d98168fe984c509249c833c1a3c16806b90f253ce7b9/greenlet-3.2.4-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:d25c5091190f2dc0eaa3f950252122edbbadbb682aa7b1ef2f8af0f8c0afefae", size = 1149210 }, + { url = "https://files.pythonhosted.org/packages/1c/53/f9c440463b3057485b8594d7a638bed53ba531165ef0ca0e6c364b5cc807/greenlet-3.2.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6e343822feb58ac4d0a1211bd9399de2b3a04963ddeec21530fc426cc121f19b", size = 1564759 }, + { url = "https://files.pythonhosted.org/packages/47/e4/3bb4240abdd0a8d23f4f88adec746a3099f0d86bfedb623f063b2e3b4df0/greenlet-3.2.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ca7f6f1f2649b89ce02f6f229d7c19f680a6238af656f61e0115b24857917929", size = 1634288 }, + { url = "https://files.pythonhosted.org/packages/0b/55/2321e43595e6801e105fcfdee02b34c0f996eb71e6ddffca6b10b7e1d771/greenlet-3.2.4-cp313-cp313-win_amd64.whl", hash = "sha256:554b03b6e73aaabec3745364d6239e9e012d64c68ccd0b8430c64ccc14939a8b", size = 299685 }, + { url = "https://files.pythonhosted.org/packages/22/5c/85273fd7cc388285632b0498dbbab97596e04b154933dfe0f3e68156c68c/greenlet-3.2.4-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:49a30d5fda2507ae77be16479bdb62a660fa51b1eb4928b524975b3bde77b3c0", size = 273586 }, + { url = "https://files.pythonhosted.org/packages/d1/75/10aeeaa3da9332c2e761e4c50d4c3556c21113ee3f0afa2cf5769946f7a3/greenlet-3.2.4-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:299fd615cd8fc86267b47597123e3f43ad79c9d8a22bebdce535e53550763e2f", size = 686346 }, + { url = "https://files.pythonhosted.org/packages/c0/aa/687d6b12ffb505a4447567d1f3abea23bd20e73a5bed63871178e0831b7a/greenlet-3.2.4-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:c17b6b34111ea72fc5a4e4beec9711d2226285f0386ea83477cbb97c30a3f3a5", size = 699218 }, + { url = "https://files.pythonhosted.org/packages/dc/8b/29aae55436521f1d6f8ff4e12fb676f3400de7fcf27fccd1d4d17fd8fecd/greenlet-3.2.4-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.whl", hash = "sha256:b4a1870c51720687af7fa3e7cda6d08d801dae660f75a76f3845b642b4da6ee1", size = 694659 }, + { url = "https://files.pythonhosted.org/packages/92/2e/ea25914b1ebfde93b6fc4ff46d6864564fba59024e928bdc7de475affc25/greenlet-3.2.4-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:061dc4cf2c34852b052a8620d40f36324554bc192be474b9e9770e8c042fd735", size = 695355 }, + { url = "https://files.pythonhosted.org/packages/72/60/fc56c62046ec17f6b0d3060564562c64c862948c9d4bc8aa807cf5bd74f4/greenlet-3.2.4-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:44358b9bf66c8576a9f57a590d5f5d6e72fa4228b763d0e43fee6d3b06d3a337", size = 657512 }, + { url = "https://files.pythonhosted.org/packages/23/6e/74407aed965a4ab6ddd93a7ded3180b730d281c77b765788419484cdfeef/greenlet-3.2.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:2917bdf657f5859fbf3386b12d68ede4cf1f04c90c3a6bc1f013dd68a22e2269", size = 1612508 }, + { url = "https://files.pythonhosted.org/packages/0d/da/343cd760ab2f92bac1845ca07ee3faea9fe52bee65f7bcb19f16ad7de08b/greenlet-3.2.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:015d48959d4add5d6c9f6c5210ee3803a830dce46356e3bc326d6776bde54681", size = 1680760 }, + { url = "https://files.pythonhosted.org/packages/e3/a5/6ddab2b4c112be95601c13428db1d8b6608a8b6039816f2ba09c346c08fc/greenlet-3.2.4-cp314-cp314-win_amd64.whl", hash = "sha256:e37ab26028f12dbb0ff65f29a8d3d44a765c61e729647bf2ddfbbed621726f01", size = 303425 }, ] [[package]] @@ -2166,9 +2170,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "colorama", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/ec/d7/6c09dd7ce4c7837e4cdb11dce980cb45ae3cd87677298dc3b781b6bce7d3/griffe-1.14.0.tar.gz", hash = "sha256:9d2a15c1eca966d68e00517de5d69dd1bc5c9f2335ef6c1775362ba5b8651a13", size = 424684, upload-time = "2025-09-05T15:02:29.167Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ec/d7/6c09dd7ce4c7837e4cdb11dce980cb45ae3cd87677298dc3b781b6bce7d3/griffe-1.14.0.tar.gz", hash = "sha256:9d2a15c1eca966d68e00517de5d69dd1bc5c9f2335ef6c1775362ba5b8651a13", size = 424684 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2a/b1/9ff6578d789a89812ff21e4e0f80ffae20a65d5dd84e7a17873fe3b365be/griffe-1.14.0-py3-none-any.whl", hash = "sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0", size = 144439, upload-time = "2025-09-05T15:02:27.511Z" }, + { url = "https://files.pythonhosted.org/packages/2a/b1/9ff6578d789a89812ff21e4e0f80ffae20a65d5dd84e7a17873fe3b365be/griffe-1.14.0-py3-none-any.whl", hash = "sha256:0e9d52832cccf0f7188cfe585ba962d2674b241c01916d780925df34873bceb0", size = 144439 }, ] [[package]] @@ -2178,58 +2182,58 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b6/e0/318c1ce3ae5a17894d5791e87aea147587c9e702f24122cc7a5c8bbaeeb1/grpcio-1.76.0.tar.gz", hash = "sha256:7be78388d6da1a25c0d5ec506523db58b18be22d9c37d8d3a32c08be4987bd73", size = 12785182, upload-time = "2025-10-21T16:23:12.106Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/88/17/ff4795dc9a34b6aee6ec379f1b66438a3789cd1315aac0cbab60d92f74b3/grpcio-1.76.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:65a20de41e85648e00305c1bb09a3598f840422e522277641145a32d42dcefcc", size = 5840037, upload-time = "2025-10-21T16:20:25.069Z" }, - { url = "https://files.pythonhosted.org/packages/4e/ff/35f9b96e3fa2f12e1dcd58a4513a2e2294a001d64dec81677361b7040c9a/grpcio-1.76.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:40ad3afe81676fd9ec6d9d406eda00933f218038433980aa19d401490e46ecde", size = 11836482, upload-time = "2025-10-21T16:20:30.113Z" }, - { url = "https://files.pythonhosted.org/packages/3e/1c/8374990f9545e99462caacea5413ed783014b3b66ace49e35c533f07507b/grpcio-1.76.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:035d90bc79eaa4bed83f524331d55e35820725c9fbb00ffa1904d5550ed7ede3", size = 6407178, upload-time = "2025-10-21T16:20:32.733Z" }, - { url = "https://files.pythonhosted.org/packages/1e/77/36fd7d7c75a6c12542c90a6d647a27935a1ecaad03e0ffdb7c42db6b04d2/grpcio-1.76.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:4215d3a102bd95e2e11b5395c78562967959824156af11fa93d18fdd18050990", size = 7075684, upload-time = "2025-10-21T16:20:35.435Z" }, - { url = "https://files.pythonhosted.org/packages/38/f7/e3cdb252492278e004722306c5a8935eae91e64ea11f0af3437a7de2e2b7/grpcio-1.76.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:49ce47231818806067aea3324d4bf13825b658ad662d3b25fada0bdad9b8a6af", size = 6611133, upload-time = "2025-10-21T16:20:37.541Z" }, - { url = "https://files.pythonhosted.org/packages/7e/20/340db7af162ccd20a0893b5f3c4a5d676af7b71105517e62279b5b61d95a/grpcio-1.76.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8cc3309d8e08fd79089e13ed4819d0af72aa935dd8f435a195fd152796752ff2", size = 7195507, upload-time = "2025-10-21T16:20:39.643Z" }, - { url = "https://files.pythonhosted.org/packages/10/f0/b2160addc1487bd8fa4810857a27132fb4ce35c1b330c2f3ac45d697b106/grpcio-1.76.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:971fd5a1d6e62e00d945423a567e42eb1fa678ba89072832185ca836a94daaa6", size = 8160651, upload-time = "2025-10-21T16:20:42.492Z" }, - { url = "https://files.pythonhosted.org/packages/2c/2c/ac6f98aa113c6ef111b3f347854e99ebb7fb9d8f7bb3af1491d438f62af4/grpcio-1.76.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:9d9adda641db7207e800a7f089068f6f645959f2df27e870ee81d44701dd9db3", size = 7620568, upload-time = "2025-10-21T16:20:45.995Z" }, - { url = "https://files.pythonhosted.org/packages/90/84/7852f7e087285e3ac17a2703bc4129fafee52d77c6c82af97d905566857e/grpcio-1.76.0-cp310-cp310-win32.whl", hash = "sha256:063065249d9e7e0782d03d2bca50787f53bd0fb89a67de9a7b521c4a01f1989b", size = 3998879, upload-time = "2025-10-21T16:20:48.592Z" }, - { url = "https://files.pythonhosted.org/packages/10/30/d3d2adcbb6dd3ff59d6ac3df6ef830e02b437fb5c90990429fd180e52f30/grpcio-1.76.0-cp310-cp310-win_amd64.whl", hash = "sha256:a6ae758eb08088d36812dd5d9af7a9859c05b1e0f714470ea243694b49278e7b", size = 4706892, upload-time = "2025-10-21T16:20:50.697Z" }, - { url = "https://files.pythonhosted.org/packages/a0/00/8163a1beeb6971f66b4bbe6ac9457b97948beba8dd2fc8e1281dce7f79ec/grpcio-1.76.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:2e1743fbd7f5fa713a1b0a8ac8ebabf0ec980b5d8809ec358d488e273b9cf02a", size = 5843567, upload-time = "2025-10-21T16:20:52.829Z" }, - { url = "https://files.pythonhosted.org/packages/10/c1/934202f5cf335e6d852530ce14ddb0fef21be612ba9ecbbcbd4d748ca32d/grpcio-1.76.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:a8c2cf1209497cf659a667d7dea88985e834c24b7c3b605e6254cbb5076d985c", size = 11848017, upload-time = "2025-10-21T16:20:56.705Z" }, - { url = "https://files.pythonhosted.org/packages/11/0b/8dec16b1863d74af6eb3543928600ec2195af49ca58b16334972f6775663/grpcio-1.76.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:08caea849a9d3c71a542827d6df9d5a69067b0a1efbea8a855633ff5d9571465", size = 6412027, upload-time = "2025-10-21T16:20:59.3Z" }, - { url = "https://files.pythonhosted.org/packages/d7/64/7b9e6e7ab910bea9d46f2c090380bab274a0b91fb0a2fe9b0cd399fffa12/grpcio-1.76.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:f0e34c2079d47ae9f6188211db9e777c619a21d4faba6977774e8fa43b085e48", size = 7075913, upload-time = "2025-10-21T16:21:01.645Z" }, - { url = "https://files.pythonhosted.org/packages/68/86/093c46e9546073cefa789bd76d44c5cb2abc824ca62af0c18be590ff13ba/grpcio-1.76.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8843114c0cfce61b40ad48df65abcfc00d4dba82eae8718fab5352390848c5da", size = 6615417, upload-time = "2025-10-21T16:21:03.844Z" }, - { url = "https://files.pythonhosted.org/packages/f7/b6/5709a3a68500a9c03da6fb71740dcdd5ef245e39266461a03f31a57036d8/grpcio-1.76.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8eddfb4d203a237da6f3cc8a540dad0517d274b5a1e9e636fd8d2c79b5c1d397", size = 7199683, upload-time = "2025-10-21T16:21:06.195Z" }, - { url = "https://files.pythonhosted.org/packages/91/d3/4b1f2bf16ed52ce0b508161df3a2d186e4935379a159a834cb4a7d687429/grpcio-1.76.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:32483fe2aab2c3794101c2a159070584e5db11d0aa091b2c0ea9c4fc43d0d749", size = 8163109, upload-time = "2025-10-21T16:21:08.498Z" }, - { url = "https://files.pythonhosted.org/packages/5c/61/d9043f95f5f4cf085ac5dd6137b469d41befb04bd80280952ffa2a4c3f12/grpcio-1.76.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:dcfe41187da8992c5f40aa8c5ec086fa3672834d2be57a32384c08d5a05b4c00", size = 7626676, upload-time = "2025-10-21T16:21:10.693Z" }, - { url = "https://files.pythonhosted.org/packages/36/95/fd9a5152ca02d8881e4dd419cdd790e11805979f499a2e5b96488b85cf27/grpcio-1.76.0-cp311-cp311-win32.whl", hash = "sha256:2107b0c024d1b35f4083f11245c0e23846ae64d02f40b2b226684840260ed054", size = 3997688, upload-time = "2025-10-21T16:21:12.746Z" }, - { url = "https://files.pythonhosted.org/packages/60/9c/5c359c8d4c9176cfa3c61ecd4efe5affe1f38d9bae81e81ac7186b4c9cc8/grpcio-1.76.0-cp311-cp311-win_amd64.whl", hash = "sha256:522175aba7af9113c48ec10cc471b9b9bd4f6ceb36aeb4544a8e2c80ed9d252d", size = 4709315, upload-time = "2025-10-21T16:21:15.26Z" }, - { url = "https://files.pythonhosted.org/packages/bf/05/8e29121994b8d959ffa0afd28996d452f291b48cfc0875619de0bde2c50c/grpcio-1.76.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:81fd9652b37b36f16138611c7e884eb82e0cec137c40d3ef7c3f9b3ed00f6ed8", size = 5799718, upload-time = "2025-10-21T16:21:17.939Z" }, - { url = "https://files.pythonhosted.org/packages/d9/75/11d0e66b3cdf998c996489581bdad8900db79ebd83513e45c19548f1cba4/grpcio-1.76.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:04bbe1bfe3a68bbfd4e52402ab7d4eb59d72d02647ae2042204326cf4bbad280", size = 11825627, upload-time = "2025-10-21T16:21:20.466Z" }, - { url = "https://files.pythonhosted.org/packages/28/50/2f0aa0498bc188048f5d9504dcc5c2c24f2eb1a9337cd0fa09a61a2e75f0/grpcio-1.76.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d388087771c837cdb6515539f43b9d4bf0b0f23593a24054ac16f7a960be16f4", size = 6359167, upload-time = "2025-10-21T16:21:23.122Z" }, - { url = "https://files.pythonhosted.org/packages/66/e5/bbf0bb97d29ede1d59d6588af40018cfc345b17ce979b7b45424628dc8bb/grpcio-1.76.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:9f8f757bebaaea112c00dba718fc0d3260052ce714e25804a03f93f5d1c6cc11", size = 7044267, upload-time = "2025-10-21T16:21:25.995Z" }, - { url = "https://files.pythonhosted.org/packages/f5/86/f6ec2164f743d9609691115ae8ece098c76b894ebe4f7c94a655c6b03e98/grpcio-1.76.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:980a846182ce88c4f2f7e2c22c56aefd515daeb36149d1c897f83cf57999e0b6", size = 6573963, upload-time = "2025-10-21T16:21:28.631Z" }, - { url = "https://files.pythonhosted.org/packages/60/bc/8d9d0d8505feccfdf38a766d262c71e73639c165b311c9457208b56d92ae/grpcio-1.76.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f92f88e6c033db65a5ae3d97905c8fea9c725b63e28d5a75cb73b49bda5024d8", size = 7164484, upload-time = "2025-10-21T16:21:30.837Z" }, - { url = "https://files.pythonhosted.org/packages/67/e6/5d6c2fc10b95edf6df9b8f19cf10a34263b7fd48493936fffd5085521292/grpcio-1.76.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:4baf3cbe2f0be3289eb68ac8ae771156971848bb8aaff60bad42005539431980", size = 8127777, upload-time = "2025-10-21T16:21:33.577Z" }, - { url = "https://files.pythonhosted.org/packages/3f/c8/dce8ff21c86abe025efe304d9e31fdb0deaaa3b502b6a78141080f206da0/grpcio-1.76.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:615ba64c208aaceb5ec83bfdce7728b80bfeb8be97562944836a7a0a9647d882", size = 7594014, upload-time = "2025-10-21T16:21:41.882Z" }, - { url = "https://files.pythonhosted.org/packages/e0/42/ad28191ebf983a5d0ecef90bab66baa5a6b18f2bfdef9d0a63b1973d9f75/grpcio-1.76.0-cp312-cp312-win32.whl", hash = "sha256:45d59a649a82df5718fd9527ce775fd66d1af35e6d31abdcdc906a49c6822958", size = 3984750, upload-time = "2025-10-21T16:21:44.006Z" }, - { url = "https://files.pythonhosted.org/packages/9e/00/7bd478cbb851c04a48baccaa49b75abaa8e4122f7d86da797500cccdd771/grpcio-1.76.0-cp312-cp312-win_amd64.whl", hash = "sha256:c088e7a90b6017307f423efbb9d1ba97a22aa2170876223f9709e9d1de0b5347", size = 4704003, upload-time = "2025-10-21T16:21:46.244Z" }, - { url = "https://files.pythonhosted.org/packages/fc/ed/71467ab770effc9e8cef5f2e7388beb2be26ed642d567697bb103a790c72/grpcio-1.76.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:26ef06c73eb53267c2b319f43e6634c7556ea37672029241a056629af27c10e2", size = 5807716, upload-time = "2025-10-21T16:21:48.475Z" }, - { url = "https://files.pythonhosted.org/packages/2c/85/c6ed56f9817fab03fa8a111ca91469941fb514e3e3ce6d793cb8f1e1347b/grpcio-1.76.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:45e0111e73f43f735d70786557dc38141185072d7ff8dc1829d6a77ac1471468", size = 11821522, upload-time = "2025-10-21T16:21:51.142Z" }, - { url = "https://files.pythonhosted.org/packages/ac/31/2b8a235ab40c39cbc141ef647f8a6eb7b0028f023015a4842933bc0d6831/grpcio-1.76.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:83d57312a58dcfe2a3a0f9d1389b299438909a02db60e2f2ea2ae2d8034909d3", size = 6362558, upload-time = "2025-10-21T16:21:54.213Z" }, - { url = "https://files.pythonhosted.org/packages/bd/64/9784eab483358e08847498ee56faf8ff6ea8e0a4592568d9f68edc97e9e9/grpcio-1.76.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:3e2a27c89eb9ac3d81ec8835e12414d73536c6e620355d65102503064a4ed6eb", size = 7049990, upload-time = "2025-10-21T16:21:56.476Z" }, - { url = "https://files.pythonhosted.org/packages/2b/94/8c12319a6369434e7a184b987e8e9f3b49a114c489b8315f029e24de4837/grpcio-1.76.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:61f69297cba3950a524f61c7c8ee12e55c486cb5f7db47ff9dcee33da6f0d3ae", size = 6575387, upload-time = "2025-10-21T16:21:59.051Z" }, - { url = "https://files.pythonhosted.org/packages/15/0f/f12c32b03f731f4a6242f771f63039df182c8b8e2cf8075b245b409259d4/grpcio-1.76.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6a15c17af8839b6801d554263c546c69c4d7718ad4321e3166175b37eaacca77", size = 7166668, upload-time = "2025-10-21T16:22:02.049Z" }, - { url = "https://files.pythonhosted.org/packages/ff/2d/3ec9ce0c2b1d92dd59d1c3264aaec9f0f7c817d6e8ac683b97198a36ed5a/grpcio-1.76.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:25a18e9810fbc7e7f03ec2516addc116a957f8cbb8cbc95ccc80faa072743d03", size = 8124928, upload-time = "2025-10-21T16:22:04.984Z" }, - { url = "https://files.pythonhosted.org/packages/1a/74/fd3317be5672f4856bcdd1a9e7b5e17554692d3db9a3b273879dc02d657d/grpcio-1.76.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:931091142fd8cc14edccc0845a79248bc155425eee9a98b2db2ea4f00a235a42", size = 7589983, upload-time = "2025-10-21T16:22:07.881Z" }, - { url = "https://files.pythonhosted.org/packages/45/bb/ca038cf420f405971f19821c8c15bcbc875505f6ffadafe9ffd77871dc4c/grpcio-1.76.0-cp313-cp313-win32.whl", hash = "sha256:5e8571632780e08526f118f74170ad8d50fb0a48c23a746bef2a6ebade3abd6f", size = 3984727, upload-time = "2025-10-21T16:22:10.032Z" }, - { url = "https://files.pythonhosted.org/packages/41/80/84087dc56437ced7cdd4b13d7875e7439a52a261e3ab4e06488ba6173b0a/grpcio-1.76.0-cp313-cp313-win_amd64.whl", hash = "sha256:f9f7bd5faab55f47231ad8dba7787866b69f5e93bc306e3915606779bbfb4ba8", size = 4702799, upload-time = "2025-10-21T16:22:12.709Z" }, - { url = "https://files.pythonhosted.org/packages/b4/46/39adac80de49d678e6e073b70204091e76631e03e94928b9ea4ecf0f6e0e/grpcio-1.76.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:ff8a59ea85a1f2191a0ffcc61298c571bc566332f82e5f5be1b83c9d8e668a62", size = 5808417, upload-time = "2025-10-21T16:22:15.02Z" }, - { url = "https://files.pythonhosted.org/packages/9c/f5/a4531f7fb8b4e2a60b94e39d5d924469b7a6988176b3422487be61fe2998/grpcio-1.76.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:06c3d6b076e7b593905d04fdba6a0525711b3466f43b3400266f04ff735de0cd", size = 11828219, upload-time = "2025-10-21T16:22:17.954Z" }, - { url = "https://files.pythonhosted.org/packages/4b/1c/de55d868ed7a8bd6acc6b1d6ddc4aa36d07a9f31d33c912c804adb1b971b/grpcio-1.76.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fd5ef5932f6475c436c4a55e4336ebbe47bd3272be04964a03d316bbf4afbcbc", size = 6367826, upload-time = "2025-10-21T16:22:20.721Z" }, - { url = "https://files.pythonhosted.org/packages/59/64/99e44c02b5adb0ad13ab3adc89cb33cb54bfa90c74770f2607eea629b86f/grpcio-1.76.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b331680e46239e090f5b3cead313cc772f6caa7d0fc8de349337563125361a4a", size = 7049550, upload-time = "2025-10-21T16:22:23.637Z" }, - { url = "https://files.pythonhosted.org/packages/43/28/40a5be3f9a86949b83e7d6a2ad6011d993cbe9b6bd27bea881f61c7788b6/grpcio-1.76.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2229ae655ec4e8999599469559e97630185fdd53ae1e8997d147b7c9b2b72cba", size = 6575564, upload-time = "2025-10-21T16:22:26.016Z" }, - { url = "https://files.pythonhosted.org/packages/4b/a9/1be18e6055b64467440208a8559afac243c66a8b904213af6f392dc2212f/grpcio-1.76.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:490fa6d203992c47c7b9e4a9d39003a0c2bcc1c9aa3c058730884bbbb0ee9f09", size = 7176236, upload-time = "2025-10-21T16:22:28.362Z" }, - { url = "https://files.pythonhosted.org/packages/0f/55/dba05d3fcc151ce6e81327541d2cc8394f442f6b350fead67401661bf041/grpcio-1.76.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:479496325ce554792dba6548fae3df31a72cef7bad71ca2e12b0e58f9b336bfc", size = 8125795, upload-time = "2025-10-21T16:22:31.075Z" }, - { url = "https://files.pythonhosted.org/packages/4a/45/122df922d05655f63930cf42c9e3f72ba20aadb26c100ee105cad4ce4257/grpcio-1.76.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:1c9b93f79f48b03ada57ea24725d83a30284a012ec27eab2cf7e50a550cbbbcc", size = 7592214, upload-time = "2025-10-21T16:22:33.831Z" }, - { url = "https://files.pythonhosted.org/packages/4a/6e/0b899b7f6b66e5af39e377055fb4a6675c9ee28431df5708139df2e93233/grpcio-1.76.0-cp314-cp314-win32.whl", hash = "sha256:747fa73efa9b8b1488a95d0ba1039c8e2dca0f741612d80415b1e1c560febf4e", size = 4062961, upload-time = "2025-10-21T16:22:36.468Z" }, - { url = "https://files.pythonhosted.org/packages/19/41/0b430b01a2eb38ee887f88c1f07644a1df8e289353b78e82b37ef988fb64/grpcio-1.76.0-cp314-cp314-win_amd64.whl", hash = "sha256:922fa70ba549fce362d2e2871ab542082d66e2aaf0c19480ea453905b01f384e", size = 4834462, upload-time = "2025-10-21T16:22:39.772Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/b6/e0/318c1ce3ae5a17894d5791e87aea147587c9e702f24122cc7a5c8bbaeeb1/grpcio-1.76.0.tar.gz", hash = "sha256:7be78388d6da1a25c0d5ec506523db58b18be22d9c37d8d3a32c08be4987bd73", size = 12785182 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/88/17/ff4795dc9a34b6aee6ec379f1b66438a3789cd1315aac0cbab60d92f74b3/grpcio-1.76.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:65a20de41e85648e00305c1bb09a3598f840422e522277641145a32d42dcefcc", size = 5840037 }, + { url = "https://files.pythonhosted.org/packages/4e/ff/35f9b96e3fa2f12e1dcd58a4513a2e2294a001d64dec81677361b7040c9a/grpcio-1.76.0-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:40ad3afe81676fd9ec6d9d406eda00933f218038433980aa19d401490e46ecde", size = 11836482 }, + { url = "https://files.pythonhosted.org/packages/3e/1c/8374990f9545e99462caacea5413ed783014b3b66ace49e35c533f07507b/grpcio-1.76.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:035d90bc79eaa4bed83f524331d55e35820725c9fbb00ffa1904d5550ed7ede3", size = 6407178 }, + { url = "https://files.pythonhosted.org/packages/1e/77/36fd7d7c75a6c12542c90a6d647a27935a1ecaad03e0ffdb7c42db6b04d2/grpcio-1.76.0-cp310-cp310-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:4215d3a102bd95e2e11b5395c78562967959824156af11fa93d18fdd18050990", size = 7075684 }, + { url = "https://files.pythonhosted.org/packages/38/f7/e3cdb252492278e004722306c5a8935eae91e64ea11f0af3437a7de2e2b7/grpcio-1.76.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:49ce47231818806067aea3324d4bf13825b658ad662d3b25fada0bdad9b8a6af", size = 6611133 }, + { url = "https://files.pythonhosted.org/packages/7e/20/340db7af162ccd20a0893b5f3c4a5d676af7b71105517e62279b5b61d95a/grpcio-1.76.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8cc3309d8e08fd79089e13ed4819d0af72aa935dd8f435a195fd152796752ff2", size = 7195507 }, + { url = "https://files.pythonhosted.org/packages/10/f0/b2160addc1487bd8fa4810857a27132fb4ce35c1b330c2f3ac45d697b106/grpcio-1.76.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:971fd5a1d6e62e00d945423a567e42eb1fa678ba89072832185ca836a94daaa6", size = 8160651 }, + { url = "https://files.pythonhosted.org/packages/2c/2c/ac6f98aa113c6ef111b3f347854e99ebb7fb9d8f7bb3af1491d438f62af4/grpcio-1.76.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:9d9adda641db7207e800a7f089068f6f645959f2df27e870ee81d44701dd9db3", size = 7620568 }, + { url = "https://files.pythonhosted.org/packages/90/84/7852f7e087285e3ac17a2703bc4129fafee52d77c6c82af97d905566857e/grpcio-1.76.0-cp310-cp310-win32.whl", hash = "sha256:063065249d9e7e0782d03d2bca50787f53bd0fb89a67de9a7b521c4a01f1989b", size = 3998879 }, + { url = "https://files.pythonhosted.org/packages/10/30/d3d2adcbb6dd3ff59d6ac3df6ef830e02b437fb5c90990429fd180e52f30/grpcio-1.76.0-cp310-cp310-win_amd64.whl", hash = "sha256:a6ae758eb08088d36812dd5d9af7a9859c05b1e0f714470ea243694b49278e7b", size = 4706892 }, + { url = "https://files.pythonhosted.org/packages/a0/00/8163a1beeb6971f66b4bbe6ac9457b97948beba8dd2fc8e1281dce7f79ec/grpcio-1.76.0-cp311-cp311-linux_armv7l.whl", hash = "sha256:2e1743fbd7f5fa713a1b0a8ac8ebabf0ec980b5d8809ec358d488e273b9cf02a", size = 5843567 }, + { url = "https://files.pythonhosted.org/packages/10/c1/934202f5cf335e6d852530ce14ddb0fef21be612ba9ecbbcbd4d748ca32d/grpcio-1.76.0-cp311-cp311-macosx_11_0_universal2.whl", hash = "sha256:a8c2cf1209497cf659a667d7dea88985e834c24b7c3b605e6254cbb5076d985c", size = 11848017 }, + { url = "https://files.pythonhosted.org/packages/11/0b/8dec16b1863d74af6eb3543928600ec2195af49ca58b16334972f6775663/grpcio-1.76.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:08caea849a9d3c71a542827d6df9d5a69067b0a1efbea8a855633ff5d9571465", size = 6412027 }, + { url = "https://files.pythonhosted.org/packages/d7/64/7b9e6e7ab910bea9d46f2c090380bab274a0b91fb0a2fe9b0cd399fffa12/grpcio-1.76.0-cp311-cp311-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:f0e34c2079d47ae9f6188211db9e777c619a21d4faba6977774e8fa43b085e48", size = 7075913 }, + { url = "https://files.pythonhosted.org/packages/68/86/093c46e9546073cefa789bd76d44c5cb2abc824ca62af0c18be590ff13ba/grpcio-1.76.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:8843114c0cfce61b40ad48df65abcfc00d4dba82eae8718fab5352390848c5da", size = 6615417 }, + { url = "https://files.pythonhosted.org/packages/f7/b6/5709a3a68500a9c03da6fb71740dcdd5ef245e39266461a03f31a57036d8/grpcio-1.76.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8eddfb4d203a237da6f3cc8a540dad0517d274b5a1e9e636fd8d2c79b5c1d397", size = 7199683 }, + { url = "https://files.pythonhosted.org/packages/91/d3/4b1f2bf16ed52ce0b508161df3a2d186e4935379a159a834cb4a7d687429/grpcio-1.76.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:32483fe2aab2c3794101c2a159070584e5db11d0aa091b2c0ea9c4fc43d0d749", size = 8163109 }, + { url = "https://files.pythonhosted.org/packages/5c/61/d9043f95f5f4cf085ac5dd6137b469d41befb04bd80280952ffa2a4c3f12/grpcio-1.76.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:dcfe41187da8992c5f40aa8c5ec086fa3672834d2be57a32384c08d5a05b4c00", size = 7626676 }, + { url = "https://files.pythonhosted.org/packages/36/95/fd9a5152ca02d8881e4dd419cdd790e11805979f499a2e5b96488b85cf27/grpcio-1.76.0-cp311-cp311-win32.whl", hash = "sha256:2107b0c024d1b35f4083f11245c0e23846ae64d02f40b2b226684840260ed054", size = 3997688 }, + { url = "https://files.pythonhosted.org/packages/60/9c/5c359c8d4c9176cfa3c61ecd4efe5affe1f38d9bae81e81ac7186b4c9cc8/grpcio-1.76.0-cp311-cp311-win_amd64.whl", hash = "sha256:522175aba7af9113c48ec10cc471b9b9bd4f6ceb36aeb4544a8e2c80ed9d252d", size = 4709315 }, + { url = "https://files.pythonhosted.org/packages/bf/05/8e29121994b8d959ffa0afd28996d452f291b48cfc0875619de0bde2c50c/grpcio-1.76.0-cp312-cp312-linux_armv7l.whl", hash = "sha256:81fd9652b37b36f16138611c7e884eb82e0cec137c40d3ef7c3f9b3ed00f6ed8", size = 5799718 }, + { url = "https://files.pythonhosted.org/packages/d9/75/11d0e66b3cdf998c996489581bdad8900db79ebd83513e45c19548f1cba4/grpcio-1.76.0-cp312-cp312-macosx_11_0_universal2.whl", hash = "sha256:04bbe1bfe3a68bbfd4e52402ab7d4eb59d72d02647ae2042204326cf4bbad280", size = 11825627 }, + { url = "https://files.pythonhosted.org/packages/28/50/2f0aa0498bc188048f5d9504dcc5c2c24f2eb1a9337cd0fa09a61a2e75f0/grpcio-1.76.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d388087771c837cdb6515539f43b9d4bf0b0f23593a24054ac16f7a960be16f4", size = 6359167 }, + { url = "https://files.pythonhosted.org/packages/66/e5/bbf0bb97d29ede1d59d6588af40018cfc345b17ce979b7b45424628dc8bb/grpcio-1.76.0-cp312-cp312-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:9f8f757bebaaea112c00dba718fc0d3260052ce714e25804a03f93f5d1c6cc11", size = 7044267 }, + { url = "https://files.pythonhosted.org/packages/f5/86/f6ec2164f743d9609691115ae8ece098c76b894ebe4f7c94a655c6b03e98/grpcio-1.76.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:980a846182ce88c4f2f7e2c22c56aefd515daeb36149d1c897f83cf57999e0b6", size = 6573963 }, + { url = "https://files.pythonhosted.org/packages/60/bc/8d9d0d8505feccfdf38a766d262c71e73639c165b311c9457208b56d92ae/grpcio-1.76.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:f92f88e6c033db65a5ae3d97905c8fea9c725b63e28d5a75cb73b49bda5024d8", size = 7164484 }, + { url = "https://files.pythonhosted.org/packages/67/e6/5d6c2fc10b95edf6df9b8f19cf10a34263b7fd48493936fffd5085521292/grpcio-1.76.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:4baf3cbe2f0be3289eb68ac8ae771156971848bb8aaff60bad42005539431980", size = 8127777 }, + { url = "https://files.pythonhosted.org/packages/3f/c8/dce8ff21c86abe025efe304d9e31fdb0deaaa3b502b6a78141080f206da0/grpcio-1.76.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:615ba64c208aaceb5ec83bfdce7728b80bfeb8be97562944836a7a0a9647d882", size = 7594014 }, + { url = "https://files.pythonhosted.org/packages/e0/42/ad28191ebf983a5d0ecef90bab66baa5a6b18f2bfdef9d0a63b1973d9f75/grpcio-1.76.0-cp312-cp312-win32.whl", hash = "sha256:45d59a649a82df5718fd9527ce775fd66d1af35e6d31abdcdc906a49c6822958", size = 3984750 }, + { url = "https://files.pythonhosted.org/packages/9e/00/7bd478cbb851c04a48baccaa49b75abaa8e4122f7d86da797500cccdd771/grpcio-1.76.0-cp312-cp312-win_amd64.whl", hash = "sha256:c088e7a90b6017307f423efbb9d1ba97a22aa2170876223f9709e9d1de0b5347", size = 4704003 }, + { url = "https://files.pythonhosted.org/packages/fc/ed/71467ab770effc9e8cef5f2e7388beb2be26ed642d567697bb103a790c72/grpcio-1.76.0-cp313-cp313-linux_armv7l.whl", hash = "sha256:26ef06c73eb53267c2b319f43e6634c7556ea37672029241a056629af27c10e2", size = 5807716 }, + { url = "https://files.pythonhosted.org/packages/2c/85/c6ed56f9817fab03fa8a111ca91469941fb514e3e3ce6d793cb8f1e1347b/grpcio-1.76.0-cp313-cp313-macosx_11_0_universal2.whl", hash = "sha256:45e0111e73f43f735d70786557dc38141185072d7ff8dc1829d6a77ac1471468", size = 11821522 }, + { url = "https://files.pythonhosted.org/packages/ac/31/2b8a235ab40c39cbc141ef647f8a6eb7b0028f023015a4842933bc0d6831/grpcio-1.76.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:83d57312a58dcfe2a3a0f9d1389b299438909a02db60e2f2ea2ae2d8034909d3", size = 6362558 }, + { url = "https://files.pythonhosted.org/packages/bd/64/9784eab483358e08847498ee56faf8ff6ea8e0a4592568d9f68edc97e9e9/grpcio-1.76.0-cp313-cp313-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:3e2a27c89eb9ac3d81ec8835e12414d73536c6e620355d65102503064a4ed6eb", size = 7049990 }, + { url = "https://files.pythonhosted.org/packages/2b/94/8c12319a6369434e7a184b987e8e9f3b49a114c489b8315f029e24de4837/grpcio-1.76.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:61f69297cba3950a524f61c7c8ee12e55c486cb5f7db47ff9dcee33da6f0d3ae", size = 6575387 }, + { url = "https://files.pythonhosted.org/packages/15/0f/f12c32b03f731f4a6242f771f63039df182c8b8e2cf8075b245b409259d4/grpcio-1.76.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6a15c17af8839b6801d554263c546c69c4d7718ad4321e3166175b37eaacca77", size = 7166668 }, + { url = "https://files.pythonhosted.org/packages/ff/2d/3ec9ce0c2b1d92dd59d1c3264aaec9f0f7c817d6e8ac683b97198a36ed5a/grpcio-1.76.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:25a18e9810fbc7e7f03ec2516addc116a957f8cbb8cbc95ccc80faa072743d03", size = 8124928 }, + { url = "https://files.pythonhosted.org/packages/1a/74/fd3317be5672f4856bcdd1a9e7b5e17554692d3db9a3b273879dc02d657d/grpcio-1.76.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:931091142fd8cc14edccc0845a79248bc155425eee9a98b2db2ea4f00a235a42", size = 7589983 }, + { url = "https://files.pythonhosted.org/packages/45/bb/ca038cf420f405971f19821c8c15bcbc875505f6ffadafe9ffd77871dc4c/grpcio-1.76.0-cp313-cp313-win32.whl", hash = "sha256:5e8571632780e08526f118f74170ad8d50fb0a48c23a746bef2a6ebade3abd6f", size = 3984727 }, + { url = "https://files.pythonhosted.org/packages/41/80/84087dc56437ced7cdd4b13d7875e7439a52a261e3ab4e06488ba6173b0a/grpcio-1.76.0-cp313-cp313-win_amd64.whl", hash = "sha256:f9f7bd5faab55f47231ad8dba7787866b69f5e93bc306e3915606779bbfb4ba8", size = 4702799 }, + { url = "https://files.pythonhosted.org/packages/b4/46/39adac80de49d678e6e073b70204091e76631e03e94928b9ea4ecf0f6e0e/grpcio-1.76.0-cp314-cp314-linux_armv7l.whl", hash = "sha256:ff8a59ea85a1f2191a0ffcc61298c571bc566332f82e5f5be1b83c9d8e668a62", size = 5808417 }, + { url = "https://files.pythonhosted.org/packages/9c/f5/a4531f7fb8b4e2a60b94e39d5d924469b7a6988176b3422487be61fe2998/grpcio-1.76.0-cp314-cp314-macosx_11_0_universal2.whl", hash = "sha256:06c3d6b076e7b593905d04fdba6a0525711b3466f43b3400266f04ff735de0cd", size = 11828219 }, + { url = "https://files.pythonhosted.org/packages/4b/1c/de55d868ed7a8bd6acc6b1d6ddc4aa36d07a9f31d33c912c804adb1b971b/grpcio-1.76.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fd5ef5932f6475c436c4a55e4336ebbe47bd3272be04964a03d316bbf4afbcbc", size = 6367826 }, + { url = "https://files.pythonhosted.org/packages/59/64/99e44c02b5adb0ad13ab3adc89cb33cb54bfa90c74770f2607eea629b86f/grpcio-1.76.0-cp314-cp314-manylinux2014_i686.manylinux_2_17_i686.whl", hash = "sha256:b331680e46239e090f5b3cead313cc772f6caa7d0fc8de349337563125361a4a", size = 7049550 }, + { url = "https://files.pythonhosted.org/packages/43/28/40a5be3f9a86949b83e7d6a2ad6011d993cbe9b6bd27bea881f61c7788b6/grpcio-1.76.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2229ae655ec4e8999599469559e97630185fdd53ae1e8997d147b7c9b2b72cba", size = 6575564 }, + { url = "https://files.pythonhosted.org/packages/4b/a9/1be18e6055b64467440208a8559afac243c66a8b904213af6f392dc2212f/grpcio-1.76.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:490fa6d203992c47c7b9e4a9d39003a0c2bcc1c9aa3c058730884bbbb0ee9f09", size = 7176236 }, + { url = "https://files.pythonhosted.org/packages/0f/55/dba05d3fcc151ce6e81327541d2cc8394f442f6b350fead67401661bf041/grpcio-1.76.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:479496325ce554792dba6548fae3df31a72cef7bad71ca2e12b0e58f9b336bfc", size = 8125795 }, + { url = "https://files.pythonhosted.org/packages/4a/45/122df922d05655f63930cf42c9e3f72ba20aadb26c100ee105cad4ce4257/grpcio-1.76.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:1c9b93f79f48b03ada57ea24725d83a30284a012ec27eab2cf7e50a550cbbbcc", size = 7592214 }, + { url = "https://files.pythonhosted.org/packages/4a/6e/0b899b7f6b66e5af39e377055fb4a6675c9ee28431df5708139df2e93233/grpcio-1.76.0-cp314-cp314-win32.whl", hash = "sha256:747fa73efa9b8b1488a95d0ba1039c8e2dca0f741612d80415b1e1c560febf4e", size = 4062961 }, + { url = "https://files.pythonhosted.org/packages/19/41/0b430b01a2eb38ee887f88c1f07644a1df8e289353b78e82b37ef988fb64/grpcio-1.76.0-cp314-cp314-win_amd64.whl", hash = "sha256:922fa70ba549fce362d2e2871ab542082d66e2aaf0c19480ea453905b01f384e", size = 4834462 }, ] [[package]] @@ -2239,18 +2243,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "packaging", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/34/72/9614c465dc206155d93eff0ca20d42e1e35afc533971379482de953521a4/gunicorn-23.0.0.tar.gz", hash = "sha256:f014447a0101dc57e294f6c18ca6b40227a4c90e9bdb586042628030cba004ec", size = 375031, upload-time = "2024-08-10T20:25:27.378Z" } +sdist = { url = "https://files.pythonhosted.org/packages/34/72/9614c465dc206155d93eff0ca20d42e1e35afc533971379482de953521a4/gunicorn-23.0.0.tar.gz", hash = "sha256:f014447a0101dc57e294f6c18ca6b40227a4c90e9bdb586042628030cba004ec", size = 375031 } wheels = [ - { url = "https://files.pythonhosted.org/packages/cb/7d/6dac2a6e1eba33ee43f318edbed4ff29151a49b5d37f080aad1e6469bca4/gunicorn-23.0.0-py3-none-any.whl", hash = "sha256:ec400d38950de4dfd418cff8328b2c8faed0edb0d517d3394e457c317908ca4d", size = 85029, upload-time = "2024-08-10T20:25:24.996Z" }, + { url = "https://files.pythonhosted.org/packages/cb/7d/6dac2a6e1eba33ee43f318edbed4ff29151a49b5d37f080aad1e6469bca4/gunicorn-23.0.0-py3-none-any.whl", hash = "sha256:ec400d38950de4dfd418cff8328b2c8faed0edb0d517d3394e457c317908ca4d", size = 85029 }, ] [[package]] name = "h11" version = "0.16.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/01/ee/02a2c011bdab74c6fb3c75474d40b3052059d95df7e73351460c8588d963/h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1", size = 101250, upload-time = "2025-04-24T03:35:25.427Z" } +sdist = { url = "https://files.pythonhosted.org/packages/01/ee/02a2c011bdab74c6fb3c75474d40b3052059d95df7e73351460c8588d963/h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1", size = 101250 } wheels = [ - { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515, upload-time = "2025-04-24T03:35:24.344Z" }, + { url = "https://files.pythonhosted.org/packages/04/4b/29cac41a4d98d144bf5f6d33995617b185d14b22401f75ca86f384e87ff1/h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86", size = 37515 }, ] [[package]] @@ -2261,47 +2265,47 @@ dependencies = [ { name = "hpack", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "hyperframe", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/1d/17/afa56379f94ad0fe8defd37d6eb3f89a25404ffc71d4d848893d270325fc/h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1", size = 2152026, upload-time = "2025-08-23T18:12:19.778Z" } +sdist = { url = "https://files.pythonhosted.org/packages/1d/17/afa56379f94ad0fe8defd37d6eb3f89a25404ffc71d4d848893d270325fc/h2-4.3.0.tar.gz", hash = "sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1", size = 2152026 } wheels = [ - { url = "https://files.pythonhosted.org/packages/69/b2/119f6e6dcbd96f9069ce9a2665e0146588dc9f88f29549711853645e736a/h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd", size = 61779, upload-time = "2025-08-23T18:12:17.779Z" }, + { url = "https://files.pythonhosted.org/packages/69/b2/119f6e6dcbd96f9069ce9a2665e0146588dc9f88f29549711853645e736a/h2-4.3.0-py3-none-any.whl", hash = "sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd", size = 61779 }, ] [[package]] name = "hf-xet" version = "1.2.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/5e/6e/0f11bacf08a67f7fb5ee09740f2ca54163863b07b70d579356e9222ce5d8/hf_xet-1.2.0.tar.gz", hash = "sha256:a8c27070ca547293b6890c4bf389f713f80e8c478631432962bb7f4bc0bd7d7f", size = 506020, upload-time = "2025-10-24T19:04:32.129Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/9e/a5/85ef910a0aa034a2abcfadc360ab5ac6f6bc4e9112349bd40ca97551cff0/hf_xet-1.2.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:ceeefcd1b7aed4956ae8499e2199607765fbd1c60510752003b6cc0b8413b649", size = 2861870, upload-time = "2025-10-24T19:04:11.422Z" }, - { url = "https://files.pythonhosted.org/packages/ea/40/e2e0a7eb9a51fe8828ba2d47fe22a7e74914ea8a0db68a18c3aa7449c767/hf_xet-1.2.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b70218dd548e9840224df5638fdc94bd033552963cfa97f9170829381179c813", size = 2717584, upload-time = "2025-10-24T19:04:09.586Z" }, - { url = "https://files.pythonhosted.org/packages/a5/7d/daf7f8bc4594fdd59a8a596f9e3886133fdc68e675292218a5e4c1b7e834/hf_xet-1.2.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d40b18769bb9a8bc82a9ede575ce1a44c75eb80e7375a01d76259089529b5dc", size = 3315004, upload-time = "2025-10-24T19:04:00.314Z" }, - { url = "https://files.pythonhosted.org/packages/b1/ba/45ea2f605fbf6d81c8b21e4d970b168b18a53515923010c312c06cd83164/hf_xet-1.2.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:cd3a6027d59cfb60177c12d6424e31f4b5ff13d8e3a1247b3a584bf8977e6df5", size = 3222636, upload-time = "2025-10-24T19:03:58.111Z" }, - { url = "https://files.pythonhosted.org/packages/4a/1d/04513e3cab8f29ab8c109d309ddd21a2705afab9d52f2ba1151e0c14f086/hf_xet-1.2.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:6de1fc44f58f6dd937956c8d304d8c2dea264c80680bcfa61ca4a15e7b76780f", size = 3408448, upload-time = "2025-10-24T19:04:20.951Z" }, - { url = "https://files.pythonhosted.org/packages/f0/7c/60a2756d7feec7387db3a1176c632357632fbe7849fce576c5559d4520c7/hf_xet-1.2.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f182f264ed2acd566c514e45da9f2119110e48a87a327ca271027904c70c5832", size = 3503401, upload-time = "2025-10-24T19:04:22.549Z" }, - { url = "https://files.pythonhosted.org/packages/4e/64/48fffbd67fb418ab07451e4ce641a70de1c40c10a13e25325e24858ebe5a/hf_xet-1.2.0-cp313-cp313t-win_amd64.whl", hash = "sha256:293a7a3787e5c95d7be1857358a9130694a9c6021de3f27fa233f37267174382", size = 2900866, upload-time = "2025-10-24T19:04:33.461Z" }, - { url = "https://files.pythonhosted.org/packages/e2/51/f7e2caae42f80af886db414d4e9885fac959330509089f97cccb339c6b87/hf_xet-1.2.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:10bfab528b968c70e062607f663e21e34e2bba349e8038db546646875495179e", size = 2861861, upload-time = "2025-10-24T19:04:19.01Z" }, - { url = "https://files.pythonhosted.org/packages/6e/1d/a641a88b69994f9371bd347f1dd35e5d1e2e2460a2e350c8d5165fc62005/hf_xet-1.2.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2a212e842647b02eb6a911187dc878e79c4aa0aa397e88dd3b26761676e8c1f8", size = 2717699, upload-time = "2025-10-24T19:04:17.306Z" }, - { url = "https://files.pythonhosted.org/packages/df/e0/e5e9bba7d15f0318955f7ec3f4af13f92e773fbb368c0b8008a5acbcb12f/hf_xet-1.2.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:30e06daccb3a7d4c065f34fc26c14c74f4653069bb2b194e7f18f17cbe9939c0", size = 3314885, upload-time = "2025-10-24T19:04:07.642Z" }, - { url = "https://files.pythonhosted.org/packages/21/90/b7fe5ff6f2b7b8cbdf1bd56145f863c90a5807d9758a549bf3d916aa4dec/hf_xet-1.2.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:29c8fc913a529ec0a91867ce3d119ac1aac966e098cf49501800c870328cc090", size = 3221550, upload-time = "2025-10-24T19:04:05.55Z" }, - { url = "https://files.pythonhosted.org/packages/6f/cb/73f276f0a7ce46cc6a6ec7d6c7d61cbfe5f2e107123d9bbd0193c355f106/hf_xet-1.2.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e159cbfcfbb29f920db2c09ed8b660eb894640d284f102ada929b6e3dc410a", size = 3408010, upload-time = "2025-10-24T19:04:28.598Z" }, - { url = "https://files.pythonhosted.org/packages/b8/1e/d642a12caa78171f4be64f7cd9c40e3ca5279d055d0873188a58c0f5fbb9/hf_xet-1.2.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9c91d5ae931510107f148874e9e2de8a16052b6f1b3ca3c1b12f15ccb491390f", size = 3503264, upload-time = "2025-10-24T19:04:30.397Z" }, - { url = "https://files.pythonhosted.org/packages/17/b5/33764714923fa1ff922770f7ed18c2daae034d21ae6e10dbf4347c854154/hf_xet-1.2.0-cp314-cp314t-win_amd64.whl", hash = "sha256:210d577732b519ac6ede149d2f2f34049d44e8622bf14eb3d63bbcd2d4b332dc", size = 2901071, upload-time = "2025-10-24T19:04:37.463Z" }, - { url = "https://files.pythonhosted.org/packages/96/2d/22338486473df5923a9ab7107d375dbef9173c338ebef5098ef593d2b560/hf_xet-1.2.0-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:46740d4ac024a7ca9b22bebf77460ff43332868b661186a8e46c227fdae01848", size = 2866099, upload-time = "2025-10-24T19:04:15.366Z" }, - { url = "https://files.pythonhosted.org/packages/7f/8c/c5becfa53234299bc2210ba314eaaae36c2875e0045809b82e40a9544f0c/hf_xet-1.2.0-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:27df617a076420d8845bea087f59303da8be17ed7ec0cd7ee3b9b9f579dff0e4", size = 2722178, upload-time = "2025-10-24T19:04:13.695Z" }, - { url = "https://files.pythonhosted.org/packages/9a/92/cf3ab0b652b082e66876d08da57fcc6fa2f0e6c70dfbbafbd470bb73eb47/hf_xet-1.2.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3651fd5bfe0281951b988c0facbe726aa5e347b103a675f49a3fa8144c7968fd", size = 3320214, upload-time = "2025-10-24T19:04:03.596Z" }, - { url = "https://files.pythonhosted.org/packages/46/92/3f7ec4a1b6a65bf45b059b6d4a5d38988f63e193056de2f420137e3c3244/hf_xet-1.2.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d06fa97c8562fb3ee7a378dd9b51e343bc5bc8190254202c9771029152f5e08c", size = 3229054, upload-time = "2025-10-24T19:04:01.949Z" }, - { url = "https://files.pythonhosted.org/packages/0b/dd/7ac658d54b9fb7999a0ccb07ad863b413cbaf5cf172f48ebcd9497ec7263/hf_xet-1.2.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:4c1428c9ae73ec0939410ec73023c4f842927f39db09b063b9482dac5a3bb737", size = 3413812, upload-time = "2025-10-24T19:04:24.585Z" }, - { url = "https://files.pythonhosted.org/packages/92/68/89ac4e5b12a9ff6286a12174c8538a5930e2ed662091dd2572bbe0a18c8a/hf_xet-1.2.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a55558084c16b09b5ed32ab9ed38421e2d87cf3f1f89815764d1177081b99865", size = 3508920, upload-time = "2025-10-24T19:04:26.927Z" }, - { url = "https://files.pythonhosted.org/packages/cb/44/870d44b30e1dcfb6a65932e3e1506c103a8a5aea9103c337e7a53180322c/hf_xet-1.2.0-cp37-abi3-win_amd64.whl", hash = "sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69", size = 2905735, upload-time = "2025-10-24T19:04:35.928Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/5e/6e/0f11bacf08a67f7fb5ee09740f2ca54163863b07b70d579356e9222ce5d8/hf_xet-1.2.0.tar.gz", hash = "sha256:a8c27070ca547293b6890c4bf389f713f80e8c478631432962bb7f4bc0bd7d7f", size = 506020 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9e/a5/85ef910a0aa034a2abcfadc360ab5ac6f6bc4e9112349bd40ca97551cff0/hf_xet-1.2.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:ceeefcd1b7aed4956ae8499e2199607765fbd1c60510752003b6cc0b8413b649", size = 2861870 }, + { url = "https://files.pythonhosted.org/packages/ea/40/e2e0a7eb9a51fe8828ba2d47fe22a7e74914ea8a0db68a18c3aa7449c767/hf_xet-1.2.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b70218dd548e9840224df5638fdc94bd033552963cfa97f9170829381179c813", size = 2717584 }, + { url = "https://files.pythonhosted.org/packages/a5/7d/daf7f8bc4594fdd59a8a596f9e3886133fdc68e675292218a5e4c1b7e834/hf_xet-1.2.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7d40b18769bb9a8bc82a9ede575ce1a44c75eb80e7375a01d76259089529b5dc", size = 3315004 }, + { url = "https://files.pythonhosted.org/packages/b1/ba/45ea2f605fbf6d81c8b21e4d970b168b18a53515923010c312c06cd83164/hf_xet-1.2.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:cd3a6027d59cfb60177c12d6424e31f4b5ff13d8e3a1247b3a584bf8977e6df5", size = 3222636 }, + { url = "https://files.pythonhosted.org/packages/4a/1d/04513e3cab8f29ab8c109d309ddd21a2705afab9d52f2ba1151e0c14f086/hf_xet-1.2.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:6de1fc44f58f6dd937956c8d304d8c2dea264c80680bcfa61ca4a15e7b76780f", size = 3408448 }, + { url = "https://files.pythonhosted.org/packages/f0/7c/60a2756d7feec7387db3a1176c632357632fbe7849fce576c5559d4520c7/hf_xet-1.2.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f182f264ed2acd566c514e45da9f2119110e48a87a327ca271027904c70c5832", size = 3503401 }, + { url = "https://files.pythonhosted.org/packages/4e/64/48fffbd67fb418ab07451e4ce641a70de1c40c10a13e25325e24858ebe5a/hf_xet-1.2.0-cp313-cp313t-win_amd64.whl", hash = "sha256:293a7a3787e5c95d7be1857358a9130694a9c6021de3f27fa233f37267174382", size = 2900866 }, + { url = "https://files.pythonhosted.org/packages/e2/51/f7e2caae42f80af886db414d4e9885fac959330509089f97cccb339c6b87/hf_xet-1.2.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:10bfab528b968c70e062607f663e21e34e2bba349e8038db546646875495179e", size = 2861861 }, + { url = "https://files.pythonhosted.org/packages/6e/1d/a641a88b69994f9371bd347f1dd35e5d1e2e2460a2e350c8d5165fc62005/hf_xet-1.2.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2a212e842647b02eb6a911187dc878e79c4aa0aa397e88dd3b26761676e8c1f8", size = 2717699 }, + { url = "https://files.pythonhosted.org/packages/df/e0/e5e9bba7d15f0318955f7ec3f4af13f92e773fbb368c0b8008a5acbcb12f/hf_xet-1.2.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:30e06daccb3a7d4c065f34fc26c14c74f4653069bb2b194e7f18f17cbe9939c0", size = 3314885 }, + { url = "https://files.pythonhosted.org/packages/21/90/b7fe5ff6f2b7b8cbdf1bd56145f863c90a5807d9758a549bf3d916aa4dec/hf_xet-1.2.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:29c8fc913a529ec0a91867ce3d119ac1aac966e098cf49501800c870328cc090", size = 3221550 }, + { url = "https://files.pythonhosted.org/packages/6f/cb/73f276f0a7ce46cc6a6ec7d6c7d61cbfe5f2e107123d9bbd0193c355f106/hf_xet-1.2.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e159cbfcfbb29f920db2c09ed8b660eb894640d284f102ada929b6e3dc410a", size = 3408010 }, + { url = "https://files.pythonhosted.org/packages/b8/1e/d642a12caa78171f4be64f7cd9c40e3ca5279d055d0873188a58c0f5fbb9/hf_xet-1.2.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:9c91d5ae931510107f148874e9e2de8a16052b6f1b3ca3c1b12f15ccb491390f", size = 3503264 }, + { url = "https://files.pythonhosted.org/packages/17/b5/33764714923fa1ff922770f7ed18c2daae034d21ae6e10dbf4347c854154/hf_xet-1.2.0-cp314-cp314t-win_amd64.whl", hash = "sha256:210d577732b519ac6ede149d2f2f34049d44e8622bf14eb3d63bbcd2d4b332dc", size = 2901071 }, + { url = "https://files.pythonhosted.org/packages/96/2d/22338486473df5923a9ab7107d375dbef9173c338ebef5098ef593d2b560/hf_xet-1.2.0-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:46740d4ac024a7ca9b22bebf77460ff43332868b661186a8e46c227fdae01848", size = 2866099 }, + { url = "https://files.pythonhosted.org/packages/7f/8c/c5becfa53234299bc2210ba314eaaae36c2875e0045809b82e40a9544f0c/hf_xet-1.2.0-cp37-abi3-macosx_11_0_arm64.whl", hash = "sha256:27df617a076420d8845bea087f59303da8be17ed7ec0cd7ee3b9b9f579dff0e4", size = 2722178 }, + { url = "https://files.pythonhosted.org/packages/9a/92/cf3ab0b652b082e66876d08da57fcc6fa2f0e6c70dfbbafbd470bb73eb47/hf_xet-1.2.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3651fd5bfe0281951b988c0facbe726aa5e347b103a675f49a3fa8144c7968fd", size = 3320214 }, + { url = "https://files.pythonhosted.org/packages/46/92/3f7ec4a1b6a65bf45b059b6d4a5d38988f63e193056de2f420137e3c3244/hf_xet-1.2.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:d06fa97c8562fb3ee7a378dd9b51e343bc5bc8190254202c9771029152f5e08c", size = 3229054 }, + { url = "https://files.pythonhosted.org/packages/0b/dd/7ac658d54b9fb7999a0ccb07ad863b413cbaf5cf172f48ebcd9497ec7263/hf_xet-1.2.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:4c1428c9ae73ec0939410ec73023c4f842927f39db09b063b9482dac5a3bb737", size = 3413812 }, + { url = "https://files.pythonhosted.org/packages/92/68/89ac4e5b12a9ff6286a12174c8538a5930e2ed662091dd2572bbe0a18c8a/hf_xet-1.2.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a55558084c16b09b5ed32ab9ed38421e2d87cf3f1f89815764d1177081b99865", size = 3508920 }, + { url = "https://files.pythonhosted.org/packages/cb/44/870d44b30e1dcfb6a65932e3e1506c103a8a5aea9103c337e7a53180322c/hf_xet-1.2.0-cp37-abi3-win_amd64.whl", hash = "sha256:e6584a52253f72c9f52f9e549d5895ca7a471608495c4ecaa6cc73dba2b24d69", size = 2905735 }, ] [[package]] name = "hpack" version = "4.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/2c/48/71de9ed269fdae9c8057e5a4c0aa7402e8bb16f2c6e90b3aa53327b113f8/hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca", size = 51276, upload-time = "2025-01-22T21:44:58.347Z" } +sdist = { url = "https://files.pythonhosted.org/packages/2c/48/71de9ed269fdae9c8057e5a4c0aa7402e8bb16f2c6e90b3aa53327b113f8/hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca", size = 51276 } wheels = [ - { url = "https://files.pythonhosted.org/packages/07/c6/80c95b1b2b94682a72cbdbfb85b81ae2daffa4291fbfa1b1464502ede10d/hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496", size = 34357, upload-time = "2025-01-22T21:44:56.92Z" }, + { url = "https://files.pythonhosted.org/packages/07/c6/80c95b1b2b94682a72cbdbfb85b81ae2daffa4291fbfa1b1464502ede10d/hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496", size = 34357 }, ] [[package]] @@ -2312,18 +2316,18 @@ dependencies = [ { name = "certifi", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "h11", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/06/94/82699a10bca87a5556c9c59b5963f2d039dbd239f25bc2a63907a05a14cb/httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8", size = 85484, upload-time = "2025-04-24T22:06:22.219Z" } +sdist = { url = "https://files.pythonhosted.org/packages/06/94/82699a10bca87a5556c9c59b5963f2d039dbd239f25bc2a63907a05a14cb/httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8", size = 85484 } wheels = [ - { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784, upload-time = "2025-04-24T22:06:20.566Z" }, + { url = "https://files.pythonhosted.org/packages/7e/f5/f66802a942d491edb555dd61e3a9961140fd64c90bce1eafd741609d334d/httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55", size = 78784 }, ] [[package]] name = "httpdbg" version = "2.1.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/69/c0/a54d8705ae57e76679cf21dbc6dba3eb4c5cb9f99fcd9cb99e159fb12a9d/httpdbg-2.1.3.tar.gz", hash = "sha256:da32fd7cab8032927ba4717c6c9108dd4aeb0d9a42636d34a43ab11541daac26", size = 80694, upload-time = "2025-11-02T13:48:13.847Z" } +sdist = { url = "https://files.pythonhosted.org/packages/69/c0/a54d8705ae57e76679cf21dbc6dba3eb4c5cb9f99fcd9cb99e159fb12a9d/httpdbg-2.1.3.tar.gz", hash = "sha256:da32fd7cab8032927ba4717c6c9108dd4aeb0d9a42636d34a43ab11541daac26", size = 80694 } wheels = [ - { url = "https://files.pythonhosted.org/packages/33/6e/567ace955933023403e4861d161de8b559d712b559e445cc6d9a95d8e26c/httpdbg-2.1.3-py3-none-any.whl", hash = "sha256:9faa4d66f308670ddde0c6b05281066cb10b56846e6c4d3eb712123c28ea019d", size = 88173, upload-time = "2025-11-02T13:48:12.466Z" }, + { url = "https://files.pythonhosted.org/packages/33/6e/567ace955933023403e4861d161de8b559d712b559e445cc6d9a95d8e26c/httpdbg-2.1.3-py3-none-any.whl", hash = "sha256:9faa4d66f308670ddde0c6b05281066cb10b56846e6c4d3eb712123c28ea019d", size = 88173 }, ] [[package]] @@ -2336,9 +2340,9 @@ dependencies = [ { name = "httpcore", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "idna", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b1/df/48c586a5fe32a0f01324ee087459e112ebb7224f646c0b5023f5e79e9956/httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc", size = 141406, upload-time = "2024-12-06T15:37:23.222Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b1/df/48c586a5fe32a0f01324ee087459e112ebb7224f646c0b5023f5e79e9956/httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc", size = 141406 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517, upload-time = "2024-12-06T15:37:21.509Z" }, + { url = "https://files.pythonhosted.org/packages/2a/39/e50c7c3a983047577ee07d2a9e53faf5a69493943ec3f6a384bdc792deb2/httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad", size = 73517 }, ] [package.optional-dependencies] @@ -2350,9 +2354,9 @@ http2 = [ name = "httpx-sse" version = "0.4.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/0f/4c/751061ffa58615a32c31b2d82e8482be8dd4a89154f003147acee90f2be9/httpx_sse-0.4.3.tar.gz", hash = "sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d", size = 15943, upload-time = "2025-10-10T21:48:22.271Z" } +sdist = { url = "https://files.pythonhosted.org/packages/0f/4c/751061ffa58615a32c31b2d82e8482be8dd4a89154f003147acee90f2be9/httpx_sse-0.4.3.tar.gz", hash = "sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d", size = 15943 } wheels = [ - { url = "https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl", hash = "sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc", size = 8960, upload-time = "2025-10-10T21:48:21.158Z" }, + { url = "https://files.pythonhosted.org/packages/d2/fd/6668e5aec43ab844de6fc74927e155a3b37bf40d7c3790e49fc0406b6578/httpx_sse-0.4.3-py3-none-any.whl", hash = "sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc", size = 8960 }, ] [[package]] @@ -2371,45 +2375,45 @@ dependencies = [ { name = "typer-slim", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/f7/e0/308849e8ff9590505815f4a300cb8941a21c5889fb94c955d992539b5bef/huggingface_hub-1.0.1.tar.gz", hash = "sha256:87b506d5b45f0d1af58df7cf8bab993ded25d6077c2e959af58444df8b9589f3", size = 419291, upload-time = "2025-10-28T12:48:43.526Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f7/e0/308849e8ff9590505815f4a300cb8941a21c5889fb94c955d992539b5bef/huggingface_hub-1.0.1.tar.gz", hash = "sha256:87b506d5b45f0d1af58df7cf8bab993ded25d6077c2e959af58444df8b9589f3", size = 419291 } wheels = [ - { url = "https://files.pythonhosted.org/packages/db/fb/d71f914bc69e6357cbde04db62ef15497cd27926d95f03b4930997c4c390/huggingface_hub-1.0.1-py3-none-any.whl", hash = "sha256:7e255cd9b3432287a34a86933057abb1b341d20b97fb01c40cbd4e053764ae13", size = 503841, upload-time = "2025-10-28T12:48:41.821Z" }, + { url = "https://files.pythonhosted.org/packages/db/fb/d71f914bc69e6357cbde04db62ef15497cd27926d95f03b4930997c4c390/huggingface_hub-1.0.1-py3-none-any.whl", hash = "sha256:7e255cd9b3432287a34a86933057abb1b341d20b97fb01c40cbd4e053764ae13", size = 503841 }, ] [[package]] name = "hyperframe" version = "6.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/02/e7/94f8232d4a74cc99514c13a9f995811485a6903d48e5d952771ef6322e30/hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08", size = 26566, upload-time = "2025-01-22T21:41:49.302Z" } +sdist = { url = "https://files.pythonhosted.org/packages/02/e7/94f8232d4a74cc99514c13a9f995811485a6903d48e5d952771ef6322e30/hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08", size = 26566 } wheels = [ - { url = "https://files.pythonhosted.org/packages/48/30/47d0bf6072f7252e6521f3447ccfa40b421b6824517f82854703d0f5a98b/hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5", size = 13007, upload-time = "2025-01-22T21:41:47.295Z" }, + { url = "https://files.pythonhosted.org/packages/48/30/47d0bf6072f7252e6521f3447ccfa40b421b6824517f82854703d0f5a98b/hyperframe-6.1.0-py3-none-any.whl", hash = "sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5", size = 13007 }, ] [[package]] name = "identify" version = "2.6.15" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ff/e7/685de97986c916a6d93b3876139e00eef26ad5bbbd61925d670ae8013449/identify-2.6.15.tar.gz", hash = "sha256:e4f4864b96c6557ef2a1e1c951771838f4edc9df3a72ec7118b338801b11c7bf", size = 99311, upload-time = "2025-10-02T17:43:40.631Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ff/e7/685de97986c916a6d93b3876139e00eef26ad5bbbd61925d670ae8013449/identify-2.6.15.tar.gz", hash = "sha256:e4f4864b96c6557ef2a1e1c951771838f4edc9df3a72ec7118b338801b11c7bf", size = 99311 } wheels = [ - { url = "https://files.pythonhosted.org/packages/0f/1c/e5fd8f973d4f375adb21565739498e2e9a1e54c858a97b9a8ccfdc81da9b/identify-2.6.15-py2.py3-none-any.whl", hash = "sha256:1181ef7608e00704db228516541eb83a88a9f94433a8c80bb9b5bd54b1d81757", size = 99183, upload-time = "2025-10-02T17:43:39.137Z" }, + { url = "https://files.pythonhosted.org/packages/0f/1c/e5fd8f973d4f375adb21565739498e2e9a1e54c858a97b9a8ccfdc81da9b/identify-2.6.15-py2.py3-none-any.whl", hash = "sha256:1181ef7608e00704db228516541eb83a88a9f94433a8c80bb9b5bd54b1d81757", size = 99183 }, ] [[package]] name = "idna" version = "3.11" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/0703ccc57f3a7233505399edb88de3cbd678da106337b9fcde432b65ed60/idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902", size = 194582, upload-time = "2025-10-12T14:55:20.501Z" } +sdist = { url = "https://files.pythonhosted.org/packages/6f/6d/0703ccc57f3a7233505399edb88de3cbd678da106337b9fcde432b65ed60/idna-3.11.tar.gz", hash = "sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902", size = 194582 } wheels = [ - { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008, upload-time = "2025-10-12T14:55:18.883Z" }, + { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008 }, ] [[package]] name = "imagesize" version = "1.4.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/a7/84/62473fb57d61e31fef6e36d64a179c8781605429fd927b5dd608c997be31/imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a", size = 1280026, upload-time = "2022-07-01T12:21:05.687Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a7/84/62473fb57d61e31fef6e36d64a179c8781605429fd927b5dd608c997be31/imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a", size = 1280026 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ff/62/85c4c919272577931d407be5ba5d71c20f0b616d31a0befe0ae45bb79abd/imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b", size = 8769, upload-time = "2022-07-01T12:21:02.467Z" }, + { url = "https://files.pythonhosted.org/packages/ff/62/85c4c919272577931d407be5ba5d71c20f0b616d31a0befe0ae45bb79abd/imagesize-1.4.1-py2.py3-none-any.whl", hash = "sha256:0d8d18d08f840c19d0ee7ca1fd82490fdc3729b7ac93f49870406ddde8ef8d8b", size = 8769 }, ] [[package]] @@ -2419,36 +2423,36 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "zipp", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/76/66/650a33bd90f786193e4de4b3ad86ea60b53c89b669a5c7be931fac31cdb0/importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000", size = 56641, upload-time = "2025-04-27T15:29:01.736Z" } +sdist = { url = "https://files.pythonhosted.org/packages/76/66/650a33bd90f786193e4de4b3ad86ea60b53c89b669a5c7be931fac31cdb0/importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000", size = 56641 } wheels = [ - { url = "https://files.pythonhosted.org/packages/20/b0/36bd937216ec521246249be3bf9855081de4c5e06a0c9b4219dbeda50373/importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd", size = 27656, upload-time = "2025-04-27T15:29:00.214Z" }, + { url = "https://files.pythonhosted.org/packages/20/b0/36bd937216ec521246249be3bf9855081de4c5e06a0c9b4219dbeda50373/importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd", size = 27656 }, ] [[package]] name = "iniconfig" version = "2.3.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/72/34/14ca021ce8e5dfedc35312d08ba8bf51fdd999c576889fc2c24cb97f4f10/iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730", size = 20503, upload-time = "2025-10-18T21:55:43.219Z" } +sdist = { url = "https://files.pythonhosted.org/packages/72/34/14ca021ce8e5dfedc35312d08ba8bf51fdd999c576889fc2c24cb97f4f10/iniconfig-2.3.0.tar.gz", hash = "sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730", size = 20503 } wheels = [ - { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484, upload-time = "2025-10-18T21:55:41.639Z" }, + { url = "https://files.pythonhosted.org/packages/cb/b1/3846dd7f199d53cb17f49cba7e651e9ce294d8497c8c150530ed11865bb8/iniconfig-2.3.0-py3-none-any.whl", hash = "sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12", size = 7484 }, ] [[package]] name = "isodate" version = "0.7.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/54/4d/e940025e2ce31a8ce1202635910747e5a87cc3a6a6bb2d00973375014749/isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6", size = 29705, upload-time = "2024-10-08T23:04:11.5Z" } +sdist = { url = "https://files.pythonhosted.org/packages/54/4d/e940025e2ce31a8ce1202635910747e5a87cc3a6a6bb2d00973375014749/isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6", size = 29705 } wheels = [ - { url = "https://files.pythonhosted.org/packages/15/aa/0aca39a37d3c7eb941ba736ede56d689e7be91cab5d9ca846bde3999eba6/isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15", size = 22320, upload-time = "2024-10-08T23:04:09.501Z" }, + { url = "https://files.pythonhosted.org/packages/15/aa/0aca39a37d3c7eb941ba736ede56d689e7be91cab5d9ca846bde3999eba6/isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15", size = 22320 }, ] [[package]] name = "itsdangerous" version = "2.2.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/9c/cb/8ac0172223afbccb63986cc25049b154ecfb5e85932587206f42317be31d/itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173", size = 54410, upload-time = "2024-04-16T21:28:15.614Z" } +sdist = { url = "https://files.pythonhosted.org/packages/9c/cb/8ac0172223afbccb63986cc25049b154ecfb5e85932587206f42317be31d/itsdangerous-2.2.0.tar.gz", hash = "sha256:e0050c0b7da1eea53ffaf149c0cfbb5c6e2e2b69c4bef22c81fa6eb73e5f6173", size = 54410 } wheels = [ - { url = "https://files.pythonhosted.org/packages/04/96/92447566d16df59b2a776c0fb82dbc4d9e07cd95062562af01e408583fc4/itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef", size = 16234, upload-time = "2024-04-16T21:28:14.499Z" }, + { url = "https://files.pythonhosted.org/packages/04/96/92447566d16df59b2a776c0fb82dbc4d9e07cd95062562af01e408583fc4/itsdangerous-2.2.0-py3-none-any.whl", hash = "sha256:c6242fc49e35958c8b15141343aa660db5fc54d4f13a1db01a3f5891b98700ef", size = 16234 }, ] [[package]] @@ -2458,124 +2462,116 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "markupsafe", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/df/bf/f7da0350254c0ed7c72f3e33cef02e048281fec7ecec5f032d4aac52226b/jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d", size = 245115, upload-time = "2025-03-05T20:05:02.478Z" } +sdist = { url = "https://files.pythonhosted.org/packages/df/bf/f7da0350254c0ed7c72f3e33cef02e048281fec7ecec5f032d4aac52226b/jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d", size = 245115 } wheels = [ - { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899, upload-time = "2025-03-05T20:05:00.369Z" }, + { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899 }, ] [[package]] name = "jiter" version = "0.11.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/a3/68/0357982493a7b20925aece061f7fb7a2678e3b232f8d73a6edb7e5304443/jiter-0.11.1.tar.gz", hash = "sha256:849dcfc76481c0ea0099391235b7ca97d7279e0fa4c86005457ac7c88e8b76dc", size = 168385, upload-time = "2025-10-17T11:31:15.186Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/12/10/d099def5716452c8d5ffa527405373a44ddaf8e3c9d4f6de1e1344cffd90/jiter-0.11.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ed58841a491bbbf3f7c55a6b68fff568439ab73b2cce27ace0e169057b5851df", size = 310078, upload-time = "2025-10-17T11:28:36.186Z" }, - { url = "https://files.pythonhosted.org/packages/fe/56/b81d010b0031ffa96dfb590628562ac5f513ce56aa2ab451d29fb3fedeb9/jiter-0.11.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:499beb9b2d7e51d61095a8de39ebcab1d1778f2a74085f8305a969f6cee9f3e4", size = 317138, upload-time = "2025-10-17T11:28:38.294Z" }, - { url = "https://files.pythonhosted.org/packages/89/12/31ea12af9d79671cc7bd893bf0ccaf3467624c0fc7146a0cbfe7b549bcfa/jiter-0.11.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b87b2821795e28cc990939b68ce7a038edea680a24910bd68a79d54ff3f03c02", size = 348964, upload-time = "2025-10-17T11:28:40.103Z" }, - { url = "https://files.pythonhosted.org/packages/bc/d2/95cb6dc5ff962410667a29708c7a6c0691cc3c4866a0bfa79d085b56ebd6/jiter-0.11.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:83f6fa494d8bba14ab100417c80e70d32d737e805cb85be2052d771c76fcd1f8", size = 363289, upload-time = "2025-10-17T11:28:41.49Z" }, - { url = "https://files.pythonhosted.org/packages/b8/3e/37006ad5843a0bc3a3ec3a6c44710d7a154113befaf5f26d2fe190668b63/jiter-0.11.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5fbc6aea1daa2ec6f5ed465f0c5e7b0607175062ceebbea5ca70dd5ddab58083", size = 487243, upload-time = "2025-10-17T11:28:43.209Z" }, - { url = "https://files.pythonhosted.org/packages/80/5c/d38c8c801a322a0c0de47b9618c16fd766366f087ce37c4e55ae8e3c8b03/jiter-0.11.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:302288e2edc43174bb2db838e94688d724f9aad26c5fb9a74f7a5fb427452a6a", size = 376139, upload-time = "2025-10-17T11:28:44.821Z" }, - { url = "https://files.pythonhosted.org/packages/b0/cd/442ad2389a5570b0ee673f93e14bbe8cdecd3e08a9ba7756081d84065e4c/jiter-0.11.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:85db563fe3b367bb568af5d29dea4d4066d923b8e01f3417d25ebecd958de815", size = 359279, upload-time = "2025-10-17T11:28:46.152Z" }, - { url = "https://files.pythonhosted.org/packages/9a/35/8f5810d0e7d00bc395889085dbc1ccc36d454b56f28b2a5359dfd1bab48d/jiter-0.11.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f1c1ba2b6b22f775444ef53bc2d5778396d3520abc7b2e1da8eb0c27cb3ffb10", size = 384911, upload-time = "2025-10-17T11:28:48.03Z" }, - { url = "https://files.pythonhosted.org/packages/3c/bd/8c069ceb0bafcf6b4aa5de0c27f02faf50468df39564a02e1a12389ad6c2/jiter-0.11.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:523be464b14f8fd0cc78da6964b87b5515a056427a2579f9085ce30197a1b54a", size = 517879, upload-time = "2025-10-17T11:28:49.902Z" }, - { url = "https://files.pythonhosted.org/packages/bc/3c/9163efcf762f79f47433078b4f0a1bddc56096082c02c6cae2f47f07f56f/jiter-0.11.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:25b99b3f04cd2a38fefb22e822e35eb203a2cd37d680dbbc0c0ba966918af336", size = 508739, upload-time = "2025-10-17T11:28:51.785Z" }, - { url = "https://files.pythonhosted.org/packages/44/07/50690f257935845d3114b95b5dd03749eeaab5e395cbb522f9e957da4551/jiter-0.11.1-cp310-cp310-win32.whl", hash = "sha256:47a79e90545a596bb9104109777894033347b11180d4751a216afef14072dbe7", size = 203948, upload-time = "2025-10-17T11:28:54.368Z" }, - { url = "https://files.pythonhosted.org/packages/d2/3a/5964a944bf2e98ffd566153fdc2a6a368fcb11b58cc46832ca8c75808dba/jiter-0.11.1-cp310-cp310-win_amd64.whl", hash = "sha256:cace75621ae9bd66878bf69fbd4dfc1a28ef8661e0c2d0eb72d3d6f1268eddf5", size = 207522, upload-time = "2025-10-17T11:28:56.79Z" }, - { url = "https://files.pythonhosted.org/packages/8b/34/c9e6cfe876f9a24f43ed53fe29f052ce02bd8d5f5a387dbf46ad3764bef0/jiter-0.11.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:9b0088ff3c374ce8ce0168523ec8e97122ebb788f950cf7bb8e39c7dc6a876a2", size = 310160, upload-time = "2025-10-17T11:28:59.174Z" }, - { url = "https://files.pythonhosted.org/packages/bc/9f/b06ec8181d7165858faf2ac5287c54fe52b2287760b7fe1ba9c06890255f/jiter-0.11.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:74433962dd3c3090655e02e461267095d6c84f0741c7827de11022ef8d7ff661", size = 316573, upload-time = "2025-10-17T11:29:00.905Z" }, - { url = "https://files.pythonhosted.org/packages/66/49/3179d93090f2ed0c6b091a9c210f266d2d020d82c96f753260af536371d0/jiter-0.11.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6d98030e345e6546df2cc2c08309c502466c66c4747b043f1a0d415fada862b8", size = 348998, upload-time = "2025-10-17T11:29:02.321Z" }, - { url = "https://files.pythonhosted.org/packages/ae/9d/63db2c8eabda7a9cad65a2e808ca34aaa8689d98d498f5a2357d7a2e2cec/jiter-0.11.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1d6db0b2e788db46bec2cf729a88b6dd36959af2abd9fa2312dfba5acdd96dcb", size = 363413, upload-time = "2025-10-17T11:29:03.787Z" }, - { url = "https://files.pythonhosted.org/packages/25/ff/3e6b3170c5053053c7baddb8d44e2bf11ff44cd71024a280a8438ae6ba32/jiter-0.11.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:55678fbbda261eafe7289165dd2ddd0e922df5f9a1ae46d7c79a5a15242bd7d1", size = 487144, upload-time = "2025-10-17T11:29:05.37Z" }, - { url = "https://files.pythonhosted.org/packages/b0/50/b63fcadf699893269b997f4c2e88400bc68f085c6db698c6e5e69d63b2c1/jiter-0.11.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6a6b74fae8e40497653b52ce6ca0f1b13457af769af6fb9c1113efc8b5b4d9be", size = 376215, upload-time = "2025-10-17T11:29:07.123Z" }, - { url = "https://files.pythonhosted.org/packages/39/8c/57a8a89401134167e87e73471b9cca321cf651c1fd78c45f3a0f16932213/jiter-0.11.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a55a453f8b035eb4f7852a79a065d616b7971a17f5e37a9296b4b38d3b619e4", size = 359163, upload-time = "2025-10-17T11:29:09.047Z" }, - { url = "https://files.pythonhosted.org/packages/4b/96/30b0cdbffbb6f753e25339d3dbbe26890c9ef119928314578201c758aace/jiter-0.11.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2638148099022e6bdb3f42904289cd2e403609356fb06eb36ddec2d50958bc29", size = 385344, upload-time = "2025-10-17T11:29:10.69Z" }, - { url = "https://files.pythonhosted.org/packages/c6/d5/31dae27c1cc9410ad52bb514f11bfa4f286f7d6ef9d287b98b8831e156ec/jiter-0.11.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:252490567a5d990986f83b95a5f1ca1bf205ebd27b3e9e93bb7c2592380e29b9", size = 517972, upload-time = "2025-10-17T11:29:12.174Z" }, - { url = "https://files.pythonhosted.org/packages/61/1e/5905a7a3aceab80de13ab226fd690471a5e1ee7e554dc1015e55f1a6b896/jiter-0.11.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d431d52b0ca2436eea6195f0f48528202100c7deda354cb7aac0a302167594d5", size = 508408, upload-time = "2025-10-17T11:29:13.597Z" }, - { url = "https://files.pythonhosted.org/packages/91/12/1c49b97aa49077e136e8591cef7162f0d3e2860ae457a2d35868fd1521ef/jiter-0.11.1-cp311-cp311-win32.whl", hash = "sha256:db6f41e40f8bae20c86cb574b48c4fd9f28ee1c71cb044e9ec12e78ab757ba3a", size = 203937, upload-time = "2025-10-17T11:29:14.894Z" }, - { url = "https://files.pythonhosted.org/packages/6d/9d/2255f7c17134ee9892c7e013c32d5bcf4bce64eb115402c9fe5e727a67eb/jiter-0.11.1-cp311-cp311-win_amd64.whl", hash = "sha256:0cc407b8e6cdff01b06bb80f61225c8b090c3df108ebade5e0c3c10993735b19", size = 207589, upload-time = "2025-10-17T11:29:16.166Z" }, - { url = "https://files.pythonhosted.org/packages/3c/28/6307fc8f95afef84cae6caf5429fee58ef16a582c2ff4db317ceb3e352fa/jiter-0.11.1-cp311-cp311-win_arm64.whl", hash = "sha256:fe04ea475392a91896d1936367854d346724a1045a247e5d1c196410473b8869", size = 188391, upload-time = "2025-10-17T11:29:17.488Z" }, - { url = "https://files.pythonhosted.org/packages/15/8b/318e8af2c904a9d29af91f78c1e18f0592e189bbdb8a462902d31fe20682/jiter-0.11.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:c92148eec91052538ce6823dfca9525f5cfc8b622d7f07e9891a280f61b8c96c", size = 305655, upload-time = "2025-10-17T11:29:18.859Z" }, - { url = "https://files.pythonhosted.org/packages/f7/29/6c7de6b5d6e511d9e736312c0c9bfcee8f9b6bef68182a08b1d78767e627/jiter-0.11.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ecd4da91b5415f183a6be8f7158d127bdd9e6a3174138293c0d48d6ea2f2009d", size = 315645, upload-time = "2025-10-17T11:29:20.889Z" }, - { url = "https://files.pythonhosted.org/packages/ac/5f/ef9e5675511ee0eb7f98dd8c90509e1f7743dbb7c350071acae87b0145f3/jiter-0.11.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7e3ac25c00b9275684d47aa42febaa90a9958e19fd1726c4ecf755fbe5e553b", size = 348003, upload-time = "2025-10-17T11:29:22.712Z" }, - { url = "https://files.pythonhosted.org/packages/56/1b/abe8c4021010b0a320d3c62682769b700fb66f92c6db02d1a1381b3db025/jiter-0.11.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:57d7305c0a841858f866cd459cd9303f73883fb5e097257f3d4a3920722c69d4", size = 365122, upload-time = "2025-10-17T11:29:24.408Z" }, - { url = "https://files.pythonhosted.org/packages/2a/2d/4a18013939a4f24432f805fbd5a19893e64650b933edb057cd405275a538/jiter-0.11.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e86fa10e117dce22c547f31dd6d2a9a222707d54853d8de4e9a2279d2c97f239", size = 488360, upload-time = "2025-10-17T11:29:25.724Z" }, - { url = "https://files.pythonhosted.org/packages/f0/77/38124f5d02ac4131f0dfbcfd1a19a0fac305fa2c005bc4f9f0736914a1a4/jiter-0.11.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ae5ef1d48aec7e01ee8420155d901bb1d192998fa811a65ebb82c043ee186711", size = 376884, upload-time = "2025-10-17T11:29:27.056Z" }, - { url = "https://files.pythonhosted.org/packages/7b/43/59fdc2f6267959b71dd23ce0bd8d4aeaf55566aa435a5d00f53d53c7eb24/jiter-0.11.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eb68e7bf65c990531ad8715e57d50195daf7c8e6f1509e617b4e692af1108939", size = 358827, upload-time = "2025-10-17T11:29:28.698Z" }, - { url = "https://files.pythonhosted.org/packages/7d/d0/b3cc20ff5340775ea3bbaa0d665518eddecd4266ba7244c9cb480c0c82ec/jiter-0.11.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:43b30c8154ded5845fa454ef954ee67bfccce629b2dea7d01f795b42bc2bda54", size = 385171, upload-time = "2025-10-17T11:29:30.078Z" }, - { url = "https://files.pythonhosted.org/packages/d2/bc/94dd1f3a61f4dc236f787a097360ec061ceeebebf4ea120b924d91391b10/jiter-0.11.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:586cafbd9dd1f3ce6a22b4a085eaa6be578e47ba9b18e198d4333e598a91db2d", size = 518359, upload-time = "2025-10-17T11:29:31.464Z" }, - { url = "https://files.pythonhosted.org/packages/7e/8c/12ee132bd67e25c75f542c227f5762491b9a316b0dad8e929c95076f773c/jiter-0.11.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:677cc2517d437a83bb30019fd4cf7cad74b465914c56ecac3440d597ac135250", size = 509205, upload-time = "2025-10-17T11:29:32.895Z" }, - { url = "https://files.pythonhosted.org/packages/39/d5/9de848928ce341d463c7e7273fce90ea6d0ea4343cd761f451860fa16b59/jiter-0.11.1-cp312-cp312-win32.whl", hash = "sha256:fa992af648fcee2b850a3286a35f62bbbaeddbb6dbda19a00d8fbc846a947b6e", size = 205448, upload-time = "2025-10-17T11:29:34.217Z" }, - { url = "https://files.pythonhosted.org/packages/ee/b0/8002d78637e05009f5e3fb5288f9d57d65715c33b5d6aa20fd57670feef5/jiter-0.11.1-cp312-cp312-win_amd64.whl", hash = "sha256:88b5cae9fa51efeb3d4bd4e52bfd4c85ccc9cac44282e2a9640893a042ba4d87", size = 204285, upload-time = "2025-10-17T11:29:35.446Z" }, - { url = "https://files.pythonhosted.org/packages/9f/a2/bb24d5587e4dff17ff796716542f663deee337358006a80c8af43ddc11e5/jiter-0.11.1-cp312-cp312-win_arm64.whl", hash = "sha256:9a6cae1ab335551917f882f2c3c1efe7617b71b4c02381e4382a8fc80a02588c", size = 188712, upload-time = "2025-10-17T11:29:37.027Z" }, - { url = "https://files.pythonhosted.org/packages/7c/4b/e4dd3c76424fad02a601d570f4f2a8438daea47ba081201a721a903d3f4c/jiter-0.11.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:71b6a920a5550f057d49d0e8bcc60945a8da998019e83f01adf110e226267663", size = 305272, upload-time = "2025-10-17T11:29:39.249Z" }, - { url = "https://files.pythonhosted.org/packages/67/83/2cd3ad5364191130f4de80eacc907f693723beaab11a46c7d155b07a092c/jiter-0.11.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0b3de72e925388453a5171be83379549300db01284f04d2a6f244d1d8de36f94", size = 314038, upload-time = "2025-10-17T11:29:40.563Z" }, - { url = "https://files.pythonhosted.org/packages/d3/3c/8e67d9ba524e97d2f04c8f406f8769a23205026b13b0938d16646d6e2d3e/jiter-0.11.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cc19dd65a2bd3d9c044c5b4ebf657ca1e6003a97c0fc10f555aa4f7fb9821c00", size = 345977, upload-time = "2025-10-17T11:29:42.009Z" }, - { url = "https://files.pythonhosted.org/packages/8d/a5/489ce64d992c29bccbffabb13961bbb0435e890d7f2d266d1f3df5e917d2/jiter-0.11.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d58faaa936743cd1464540562f60b7ce4fd927e695e8bc31b3da5b914baa9abd", size = 364503, upload-time = "2025-10-17T11:29:43.459Z" }, - { url = "https://files.pythonhosted.org/packages/d4/c0/e321dd83ee231d05c8fe4b1a12caf1f0e8c7a949bf4724d58397104f10f2/jiter-0.11.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:902640c3103625317291cb73773413b4d71847cdf9383ba65528745ff89f1d14", size = 487092, upload-time = "2025-10-17T11:29:44.835Z" }, - { url = "https://files.pythonhosted.org/packages/f9/5e/8f24ec49c8d37bd37f34ec0112e0b1a3b4b5a7b456c8efff1df5e189ad43/jiter-0.11.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:30405f726e4c2ed487b176c09f8b877a957f535d60c1bf194abb8dadedb5836f", size = 376328, upload-time = "2025-10-17T11:29:46.175Z" }, - { url = "https://files.pythonhosted.org/packages/7f/70/ded107620e809327cf7050727e17ccfa79d6385a771b7fe38fb31318ef00/jiter-0.11.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3217f61728b0baadd2551844870f65219ac4a1285d5e1a4abddff3d51fdabe96", size = 356632, upload-time = "2025-10-17T11:29:47.454Z" }, - { url = "https://files.pythonhosted.org/packages/19/53/c26f7251613f6a9079275ee43c89b8a973a95ff27532c421abc2a87afb04/jiter-0.11.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b1364cc90c03a8196f35f396f84029f12abe925415049204446db86598c8b72c", size = 384358, upload-time = "2025-10-17T11:29:49.377Z" }, - { url = "https://files.pythonhosted.org/packages/84/16/e0f2cc61e9c4d0b62f6c1bd9b9781d878a427656f88293e2a5335fa8ff07/jiter-0.11.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:53a54bf8e873820ab186b2dca9f6c3303f00d65ae5e7b7d6bda1b95aa472d646", size = 517279, upload-time = "2025-10-17T11:29:50.968Z" }, - { url = "https://files.pythonhosted.org/packages/60/5c/4cd095eaee68961bca3081acbe7c89e12ae24a5dae5fd5d2a13e01ed2542/jiter-0.11.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:7e29aca023627b0e0c2392d4248f6414d566ff3974fa08ff2ac8dbb96dfee92a", size = 508276, upload-time = "2025-10-17T11:29:52.619Z" }, - { url = "https://files.pythonhosted.org/packages/4f/25/f459240e69b0e09a7706d96ce203ad615ca36b0fe832308d2b7123abf2d0/jiter-0.11.1-cp313-cp313-win32.whl", hash = "sha256:f153e31d8bca11363751e875c0a70b3d25160ecbaee7b51e457f14498fb39d8b", size = 205593, upload-time = "2025-10-17T11:29:53.938Z" }, - { url = "https://files.pythonhosted.org/packages/7c/16/461bafe22bae79bab74e217a09c907481a46d520c36b7b9fe71ee8c9e983/jiter-0.11.1-cp313-cp313-win_amd64.whl", hash = "sha256:f773f84080b667c69c4ea0403fc67bb08b07e2b7ce1ef335dea5868451e60fed", size = 203518, upload-time = "2025-10-17T11:29:55.216Z" }, - { url = "https://files.pythonhosted.org/packages/7b/72/c45de6e320edb4fa165b7b1a414193b3cae302dd82da2169d315dcc78b44/jiter-0.11.1-cp313-cp313-win_arm64.whl", hash = "sha256:635ecd45c04e4c340d2187bcb1cea204c7cc9d32c1364d251564bf42e0e39c2d", size = 188062, upload-time = "2025-10-17T11:29:56.631Z" }, - { url = "https://files.pythonhosted.org/packages/65/9b/4a57922437ca8753ef823f434c2dec5028b237d84fa320f06a3ba1aec6e8/jiter-0.11.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d892b184da4d94d94ddb4031296931c74ec8b325513a541ebfd6dfb9ae89904b", size = 313814, upload-time = "2025-10-17T11:29:58.509Z" }, - { url = "https://files.pythonhosted.org/packages/76/50/62a0683dadca25490a4bedc6a88d59de9af2a3406dd5a576009a73a1d392/jiter-0.11.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa22c223a3041dacb2fcd37c70dfd648b44662b4a48e242592f95bda5ab09d58", size = 344987, upload-time = "2025-10-17T11:30:00.208Z" }, - { url = "https://files.pythonhosted.org/packages/da/00/2355dbfcbf6cdeaddfdca18287f0f38ae49446bb6378e4a5971e9356fc8a/jiter-0.11.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:330e8e6a11ad4980cd66a0f4a3e0e2e0f646c911ce047014f984841924729789", size = 356399, upload-time = "2025-10-17T11:30:02.084Z" }, - { url = "https://files.pythonhosted.org/packages/c9/07/c2bd748d578fa933d894a55bff33f983bc27f75fc4e491b354bef7b78012/jiter-0.11.1-cp313-cp313t-win_amd64.whl", hash = "sha256:09e2e386ebf298547ca3a3704b729471f7ec666c2906c5c26c1a915ea24741ec", size = 203289, upload-time = "2025-10-17T11:30:03.656Z" }, - { url = "https://files.pythonhosted.org/packages/e6/ee/ace64a853a1acbd318eb0ca167bad1cf5ee037207504b83a868a5849747b/jiter-0.11.1-cp313-cp313t-win_arm64.whl", hash = "sha256:fe4a431c291157e11cee7c34627990ea75e8d153894365a3bc84b7a959d23ca8", size = 188284, upload-time = "2025-10-17T11:30:05.046Z" }, - { url = "https://files.pythonhosted.org/packages/8d/00/d6006d069e7b076e4c66af90656b63da9481954f290d5eca8c715f4bf125/jiter-0.11.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:0fa1f70da7a8a9713ff8e5f75ec3f90c0c870be6d526aa95e7c906f6a1c8c676", size = 304624, upload-time = "2025-10-17T11:30:06.678Z" }, - { url = "https://files.pythonhosted.org/packages/fc/45/4a0e31eb996b9ccfddbae4d3017b46f358a599ccf2e19fbffa5e531bd304/jiter-0.11.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:569ee559e5046a42feb6828c55307cf20fe43308e3ae0d8e9e4f8d8634d99944", size = 315042, upload-time = "2025-10-17T11:30:08.87Z" }, - { url = "https://files.pythonhosted.org/packages/e7/91/22f5746f5159a28c76acdc0778801f3c1181799aab196dbea2d29e064968/jiter-0.11.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f69955fa1d92e81987f092b233f0be49d4c937da107b7f7dcf56306f1d3fcce9", size = 346357, upload-time = "2025-10-17T11:30:10.222Z" }, - { url = "https://files.pythonhosted.org/packages/f5/4f/57620857d4e1dc75c8ff4856c90cb6c135e61bff9b4ebfb5dc86814e82d7/jiter-0.11.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:090f4c9d4a825e0fcbd0a2647c9a88a0f366b75654d982d95a9590745ff0c48d", size = 365057, upload-time = "2025-10-17T11:30:11.585Z" }, - { url = "https://files.pythonhosted.org/packages/ce/34/caf7f9cc8ae0a5bb25a5440cc76c7452d264d1b36701b90fdadd28fe08ec/jiter-0.11.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bbf3d8cedf9e9d825233e0dcac28ff15c47b7c5512fdfe2e25fd5bbb6e6b0cee", size = 487086, upload-time = "2025-10-17T11:30:13.052Z" }, - { url = "https://files.pythonhosted.org/packages/50/17/85b5857c329d533d433fedf98804ebec696004a1f88cabad202b2ddc55cf/jiter-0.11.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2aa9b1958f9c30d3d1a558b75f0626733c60eb9b7774a86b34d88060be1e67fe", size = 376083, upload-time = "2025-10-17T11:30:14.416Z" }, - { url = "https://files.pythonhosted.org/packages/85/d3/2d9f973f828226e6faebdef034097a2918077ea776fb4d88489949024787/jiter-0.11.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e42d1ca16590b768c5e7d723055acd2633908baacb3628dd430842e2e035aa90", size = 357825, upload-time = "2025-10-17T11:30:15.765Z" }, - { url = "https://files.pythonhosted.org/packages/f4/55/848d4dabf2c2c236a05468c315c2cb9dc736c5915e65449ccecdba22fb6f/jiter-0.11.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5db4c2486a023820b701a17aec9c5a6173c5ba4393f26662f032f2de9c848b0f", size = 383933, upload-time = "2025-10-17T11:30:17.34Z" }, - { url = "https://files.pythonhosted.org/packages/0b/6c/204c95a4fbb0e26dfa7776c8ef4a878d0c0b215868011cc904bf44f707e2/jiter-0.11.1-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:4573b78777ccfac954859a6eff45cbd9d281d80c8af049d0f1a3d9fc323d5c3a", size = 517118, upload-time = "2025-10-17T11:30:18.684Z" }, - { url = "https://files.pythonhosted.org/packages/88/25/09956644ea5a2b1e7a2a0f665cb69a973b28f4621fa61fc0c0f06ff40a31/jiter-0.11.1-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:7593ac6f40831d7961cb67633c39b9fef6689a211d7919e958f45710504f52d3", size = 508194, upload-time = "2025-10-17T11:30:20.719Z" }, - { url = "https://files.pythonhosted.org/packages/09/49/4d1657355d7f5c9e783083a03a3f07d5858efa6916a7d9634d07db1c23bd/jiter-0.11.1-cp314-cp314-win32.whl", hash = "sha256:87202ec6ff9626ff5f9351507def98fcf0df60e9a146308e8ab221432228f4ea", size = 203961, upload-time = "2025-10-17T11:30:22.073Z" }, - { url = "https://files.pythonhosted.org/packages/76/bd/f063bd5cc2712e7ca3cf6beda50894418fc0cfeb3f6ff45a12d87af25996/jiter-0.11.1-cp314-cp314-win_amd64.whl", hash = "sha256:a5dd268f6531a182c89d0dd9a3f8848e86e92dfff4201b77a18e6b98aa59798c", size = 202804, upload-time = "2025-10-17T11:30:23.452Z" }, - { url = "https://files.pythonhosted.org/packages/52/ca/4d84193dfafef1020bf0bedd5e1a8d0e89cb67c54b8519040effc694964b/jiter-0.11.1-cp314-cp314-win_arm64.whl", hash = "sha256:5d761f863f912a44748a21b5c4979c04252588ded8d1d2760976d2e42cd8d991", size = 188001, upload-time = "2025-10-17T11:30:24.915Z" }, - { url = "https://files.pythonhosted.org/packages/d5/fa/3b05e5c9d32efc770a8510eeb0b071c42ae93a5b576fd91cee9af91689a1/jiter-0.11.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2cc5a3965285ddc33e0cab933e96b640bc9ba5940cea27ebbbf6695e72d6511c", size = 312561, upload-time = "2025-10-17T11:30:26.742Z" }, - { url = "https://files.pythonhosted.org/packages/50/d3/335822eb216154ddb79a130cbdce88fdf5c3e2b43dc5dba1fd95c485aaf5/jiter-0.11.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6b572b3636a784c2768b2342f36a23078c8d3aa6d8a30745398b1bab58a6f1a8", size = 344551, upload-time = "2025-10-17T11:30:28.252Z" }, - { url = "https://files.pythonhosted.org/packages/31/6d/a0bed13676b1398f9b3ba61f32569f20a3ff270291161100956a577b2dd3/jiter-0.11.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ad93e3d67a981f96596d65d2298fe8d1aa649deb5374a2fb6a434410ee11915e", size = 363051, upload-time = "2025-10-17T11:30:30.009Z" }, - { url = "https://files.pythonhosted.org/packages/a4/03/313eda04aa08545a5a04ed5876e52f49ab76a4d98e54578896ca3e16313e/jiter-0.11.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a83097ce379e202dcc3fe3fc71a16d523d1ee9192c8e4e854158f96b3efe3f2f", size = 485897, upload-time = "2025-10-17T11:30:31.429Z" }, - { url = "https://files.pythonhosted.org/packages/5f/13/a1011b9d325e40b53b1b96a17c010b8646013417f3902f97a86325b19299/jiter-0.11.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7042c51e7fbeca65631eb0c332f90c0c082eab04334e7ccc28a8588e8e2804d9", size = 375224, upload-time = "2025-10-17T11:30:33.18Z" }, - { url = "https://files.pythonhosted.org/packages/92/da/1b45026b19dd39b419e917165ff0ea629dbb95f374a3a13d2df95e40a6ac/jiter-0.11.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a68d679c0e47649a61df591660507608adc2652442de7ec8276538ac46abe08", size = 356606, upload-time = "2025-10-17T11:30:34.572Z" }, - { url = "https://files.pythonhosted.org/packages/7a/0c/9acb0e54d6a8ba59ce923a180ebe824b4e00e80e56cefde86cc8e0a948be/jiter-0.11.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a1b0da75dbf4b6ec0b3c9e604d1ee8beaf15bc046fff7180f7d89e3cdbd3bb51", size = 384003, upload-time = "2025-10-17T11:30:35.987Z" }, - { url = "https://files.pythonhosted.org/packages/3f/2b/e5a5fe09d6da2145e4eed651e2ce37f3c0cf8016e48b1d302e21fb1628b7/jiter-0.11.1-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:69dd514bf0fa31c62147d6002e5ca2b3e7ef5894f5ac6f0a19752385f4e89437", size = 516946, upload-time = "2025-10-17T11:30:37.425Z" }, - { url = "https://files.pythonhosted.org/packages/5f/fe/db936e16e0228d48eb81f9934e8327e9fde5185e84f02174fcd22a01be87/jiter-0.11.1-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:bb31ac0b339efa24c0ca606febd8b77ef11c58d09af1b5f2be4c99e907b11111", size = 507614, upload-time = "2025-10-17T11:30:38.977Z" }, - { url = "https://files.pythonhosted.org/packages/86/db/c4438e8febfb303486d13c6b72f5eb71cf851e300a0c1f0b4140018dd31f/jiter-0.11.1-cp314-cp314t-win32.whl", hash = "sha256:b2ce0d6156a1d3ad41da3eec63b17e03e296b78b0e0da660876fccfada86d2f7", size = 204043, upload-time = "2025-10-17T11:30:40.308Z" }, - { url = "https://files.pythonhosted.org/packages/36/59/81badb169212f30f47f817dfaabf965bc9b8204fed906fab58104ee541f9/jiter-0.11.1-cp314-cp314t-win_amd64.whl", hash = "sha256:f4db07d127b54c4a2d43b4cf05ff0193e4f73e0dd90c74037e16df0b29f666e1", size = 204046, upload-time = "2025-10-17T11:30:41.692Z" }, - { url = "https://files.pythonhosted.org/packages/dd/01/43f7b4eb61db3e565574c4c5714685d042fb652f9eef7e5a3de6aafa943a/jiter-0.11.1-cp314-cp314t-win_arm64.whl", hash = "sha256:28e4fdf2d7ebfc935523e50d1efa3970043cfaa161674fe66f9642409d001dfe", size = 188069, upload-time = "2025-10-17T11:30:43.23Z" }, - { url = "https://files.pythonhosted.org/packages/9d/51/bd41562dd284e2a18b6dc0a99d195fd4a3560d52ab192c42e56fe0316643/jiter-0.11.1-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl", hash = "sha256:e642b5270e61dd02265866398707f90e365b5db2eb65a4f30c789d826682e1f6", size = 306871, upload-time = "2025-10-17T11:31:03.616Z" }, - { url = "https://files.pythonhosted.org/packages/ba/cb/64e7f21dd357e8cd6b3c919c26fac7fc198385bbd1d85bb3b5355600d787/jiter-0.11.1-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl", hash = "sha256:464ba6d000585e4e2fd1e891f31f1231f497273414f5019e27c00a4b8f7a24ad", size = 301454, upload-time = "2025-10-17T11:31:05.338Z" }, - { url = "https://files.pythonhosted.org/packages/55/b0/54bdc00da4ef39801b1419a01035bd8857983de984fd3776b0be6b94add7/jiter-0.11.1-graalpy311-graalpy242_311_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:055568693ab35e0bf3a171b03bb40b2dcb10352359e0ab9b5ed0da2bf1eb6f6f", size = 336801, upload-time = "2025-10-17T11:31:06.893Z" }, - { url = "https://files.pythonhosted.org/packages/de/8f/87176ed071d42e9db415ed8be787ef4ef31a4fa27f52e6a4fbf34387bd28/jiter-0.11.1-graalpy311-graalpy242_311_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e0c69ea798d08a915ba4478113efa9e694971e410056392f4526d796f136d3fa", size = 343452, upload-time = "2025-10-17T11:31:08.259Z" }, - { url = "https://files.pythonhosted.org/packages/a6/bc/950dd7f170c6394b6fdd73f989d9e729bd98907bcc4430ef080a72d06b77/jiter-0.11.1-graalpy312-graalpy250_312_native-macosx_10_12_x86_64.whl", hash = "sha256:0d4d6993edc83cf75e8c6828a8d6ce40a09ee87e38c7bfba6924f39e1337e21d", size = 302626, upload-time = "2025-10-17T11:31:09.645Z" }, - { url = "https://files.pythonhosted.org/packages/3a/65/43d7971ca82ee100b7b9b520573eeef7eabc0a45d490168ebb9a9b5bb8b2/jiter-0.11.1-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:f78d151c83a87a6cf5461d5ee55bc730dd9ae227377ac6f115b922989b95f838", size = 297034, upload-time = "2025-10-17T11:31:10.975Z" }, - { url = "https://files.pythonhosted.org/packages/19/4c/000e1e0c0c67e96557a279f8969487ea2732d6c7311698819f977abae837/jiter-0.11.1-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c9022974781155cd5521d5cb10997a03ee5e31e8454c9d999dcdccd253f2353f", size = 337328, upload-time = "2025-10-17T11:31:12.399Z" }, - { url = "https://files.pythonhosted.org/packages/d9/71/71408b02c6133153336d29fa3ba53000f1e1a3f78bb2fc2d1a1865d2e743/jiter-0.11.1-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:18c77aaa9117510d5bdc6a946baf21b1f0cfa58ef04d31c8d016f206f2118960", size = 343697, upload-time = "2025-10-17T11:31:13.773Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/a3/68/0357982493a7b20925aece061f7fb7a2678e3b232f8d73a6edb7e5304443/jiter-0.11.1.tar.gz", hash = "sha256:849dcfc76481c0ea0099391235b7ca97d7279e0fa4c86005457ac7c88e8b76dc", size = 168385 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/12/10/d099def5716452c8d5ffa527405373a44ddaf8e3c9d4f6de1e1344cffd90/jiter-0.11.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:ed58841a491bbbf3f7c55a6b68fff568439ab73b2cce27ace0e169057b5851df", size = 310078 }, + { url = "https://files.pythonhosted.org/packages/fe/56/b81d010b0031ffa96dfb590628562ac5f513ce56aa2ab451d29fb3fedeb9/jiter-0.11.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:499beb9b2d7e51d61095a8de39ebcab1d1778f2a74085f8305a969f6cee9f3e4", size = 317138 }, + { url = "https://files.pythonhosted.org/packages/89/12/31ea12af9d79671cc7bd893bf0ccaf3467624c0fc7146a0cbfe7b549bcfa/jiter-0.11.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b87b2821795e28cc990939b68ce7a038edea680a24910bd68a79d54ff3f03c02", size = 348964 }, + { url = "https://files.pythonhosted.org/packages/bc/d2/95cb6dc5ff962410667a29708c7a6c0691cc3c4866a0bfa79d085b56ebd6/jiter-0.11.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:83f6fa494d8bba14ab100417c80e70d32d737e805cb85be2052d771c76fcd1f8", size = 363289 }, + { url = "https://files.pythonhosted.org/packages/b8/3e/37006ad5843a0bc3a3ec3a6c44710d7a154113befaf5f26d2fe190668b63/jiter-0.11.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5fbc6aea1daa2ec6f5ed465f0c5e7b0607175062ceebbea5ca70dd5ddab58083", size = 487243 }, + { url = "https://files.pythonhosted.org/packages/80/5c/d38c8c801a322a0c0de47b9618c16fd766366f087ce37c4e55ae8e3c8b03/jiter-0.11.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:302288e2edc43174bb2db838e94688d724f9aad26c5fb9a74f7a5fb427452a6a", size = 376139 }, + { url = "https://files.pythonhosted.org/packages/b0/cd/442ad2389a5570b0ee673f93e14bbe8cdecd3e08a9ba7756081d84065e4c/jiter-0.11.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:85db563fe3b367bb568af5d29dea4d4066d923b8e01f3417d25ebecd958de815", size = 359279 }, + { url = "https://files.pythonhosted.org/packages/9a/35/8f5810d0e7d00bc395889085dbc1ccc36d454b56f28b2a5359dfd1bab48d/jiter-0.11.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:f1c1ba2b6b22f775444ef53bc2d5778396d3520abc7b2e1da8eb0c27cb3ffb10", size = 384911 }, + { url = "https://files.pythonhosted.org/packages/3c/bd/8c069ceb0bafcf6b4aa5de0c27f02faf50468df39564a02e1a12389ad6c2/jiter-0.11.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:523be464b14f8fd0cc78da6964b87b5515a056427a2579f9085ce30197a1b54a", size = 517879 }, + { url = "https://files.pythonhosted.org/packages/bc/3c/9163efcf762f79f47433078b4f0a1bddc56096082c02c6cae2f47f07f56f/jiter-0.11.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:25b99b3f04cd2a38fefb22e822e35eb203a2cd37d680dbbc0c0ba966918af336", size = 508739 }, + { url = "https://files.pythonhosted.org/packages/44/07/50690f257935845d3114b95b5dd03749eeaab5e395cbb522f9e957da4551/jiter-0.11.1-cp310-cp310-win32.whl", hash = "sha256:47a79e90545a596bb9104109777894033347b11180d4751a216afef14072dbe7", size = 203948 }, + { url = "https://files.pythonhosted.org/packages/d2/3a/5964a944bf2e98ffd566153fdc2a6a368fcb11b58cc46832ca8c75808dba/jiter-0.11.1-cp310-cp310-win_amd64.whl", hash = "sha256:cace75621ae9bd66878bf69fbd4dfc1a28ef8661e0c2d0eb72d3d6f1268eddf5", size = 207522 }, + { url = "https://files.pythonhosted.org/packages/8b/34/c9e6cfe876f9a24f43ed53fe29f052ce02bd8d5f5a387dbf46ad3764bef0/jiter-0.11.1-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:9b0088ff3c374ce8ce0168523ec8e97122ebb788f950cf7bb8e39c7dc6a876a2", size = 310160 }, + { url = "https://files.pythonhosted.org/packages/bc/9f/b06ec8181d7165858faf2ac5287c54fe52b2287760b7fe1ba9c06890255f/jiter-0.11.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:74433962dd3c3090655e02e461267095d6c84f0741c7827de11022ef8d7ff661", size = 316573 }, + { url = "https://files.pythonhosted.org/packages/66/49/3179d93090f2ed0c6b091a9c210f266d2d020d82c96f753260af536371d0/jiter-0.11.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6d98030e345e6546df2cc2c08309c502466c66c4747b043f1a0d415fada862b8", size = 348998 }, + { url = "https://files.pythonhosted.org/packages/ae/9d/63db2c8eabda7a9cad65a2e808ca34aaa8689d98d498f5a2357d7a2e2cec/jiter-0.11.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:1d6db0b2e788db46bec2cf729a88b6dd36959af2abd9fa2312dfba5acdd96dcb", size = 363413 }, + { url = "https://files.pythonhosted.org/packages/25/ff/3e6b3170c5053053c7baddb8d44e2bf11ff44cd71024a280a8438ae6ba32/jiter-0.11.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:55678fbbda261eafe7289165dd2ddd0e922df5f9a1ae46d7c79a5a15242bd7d1", size = 487144 }, + { url = "https://files.pythonhosted.org/packages/b0/50/b63fcadf699893269b997f4c2e88400bc68f085c6db698c6e5e69d63b2c1/jiter-0.11.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6a6b74fae8e40497653b52ce6ca0f1b13457af769af6fb9c1113efc8b5b4d9be", size = 376215 }, + { url = "https://files.pythonhosted.org/packages/39/8c/57a8a89401134167e87e73471b9cca321cf651c1fd78c45f3a0f16932213/jiter-0.11.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a55a453f8b035eb4f7852a79a065d616b7971a17f5e37a9296b4b38d3b619e4", size = 359163 }, + { url = "https://files.pythonhosted.org/packages/4b/96/30b0cdbffbb6f753e25339d3dbbe26890c9ef119928314578201c758aace/jiter-0.11.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:2638148099022e6bdb3f42904289cd2e403609356fb06eb36ddec2d50958bc29", size = 385344 }, + { url = "https://files.pythonhosted.org/packages/c6/d5/31dae27c1cc9410ad52bb514f11bfa4f286f7d6ef9d287b98b8831e156ec/jiter-0.11.1-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:252490567a5d990986f83b95a5f1ca1bf205ebd27b3e9e93bb7c2592380e29b9", size = 517972 }, + { url = "https://files.pythonhosted.org/packages/61/1e/5905a7a3aceab80de13ab226fd690471a5e1ee7e554dc1015e55f1a6b896/jiter-0.11.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:d431d52b0ca2436eea6195f0f48528202100c7deda354cb7aac0a302167594d5", size = 508408 }, + { url = "https://files.pythonhosted.org/packages/91/12/1c49b97aa49077e136e8591cef7162f0d3e2860ae457a2d35868fd1521ef/jiter-0.11.1-cp311-cp311-win32.whl", hash = "sha256:db6f41e40f8bae20c86cb574b48c4fd9f28ee1c71cb044e9ec12e78ab757ba3a", size = 203937 }, + { url = "https://files.pythonhosted.org/packages/6d/9d/2255f7c17134ee9892c7e013c32d5bcf4bce64eb115402c9fe5e727a67eb/jiter-0.11.1-cp311-cp311-win_amd64.whl", hash = "sha256:0cc407b8e6cdff01b06bb80f61225c8b090c3df108ebade5e0c3c10993735b19", size = 207589 }, + { url = "https://files.pythonhosted.org/packages/3c/28/6307fc8f95afef84cae6caf5429fee58ef16a582c2ff4db317ceb3e352fa/jiter-0.11.1-cp311-cp311-win_arm64.whl", hash = "sha256:fe04ea475392a91896d1936367854d346724a1045a247e5d1c196410473b8869", size = 188391 }, + { url = "https://files.pythonhosted.org/packages/15/8b/318e8af2c904a9d29af91f78c1e18f0592e189bbdb8a462902d31fe20682/jiter-0.11.1-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:c92148eec91052538ce6823dfca9525f5cfc8b622d7f07e9891a280f61b8c96c", size = 305655 }, + { url = "https://files.pythonhosted.org/packages/f7/29/6c7de6b5d6e511d9e736312c0c9bfcee8f9b6bef68182a08b1d78767e627/jiter-0.11.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:ecd4da91b5415f183a6be8f7158d127bdd9e6a3174138293c0d48d6ea2f2009d", size = 315645 }, + { url = "https://files.pythonhosted.org/packages/ac/5f/ef9e5675511ee0eb7f98dd8c90509e1f7743dbb7c350071acae87b0145f3/jiter-0.11.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7e3ac25c00b9275684d47aa42febaa90a9958e19fd1726c4ecf755fbe5e553b", size = 348003 }, + { url = "https://files.pythonhosted.org/packages/56/1b/abe8c4021010b0a320d3c62682769b700fb66f92c6db02d1a1381b3db025/jiter-0.11.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:57d7305c0a841858f866cd459cd9303f73883fb5e097257f3d4a3920722c69d4", size = 365122 }, + { url = "https://files.pythonhosted.org/packages/2a/2d/4a18013939a4f24432f805fbd5a19893e64650b933edb057cd405275a538/jiter-0.11.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e86fa10e117dce22c547f31dd6d2a9a222707d54853d8de4e9a2279d2c97f239", size = 488360 }, + { url = "https://files.pythonhosted.org/packages/f0/77/38124f5d02ac4131f0dfbcfd1a19a0fac305fa2c005bc4f9f0736914a1a4/jiter-0.11.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:ae5ef1d48aec7e01ee8420155d901bb1d192998fa811a65ebb82c043ee186711", size = 376884 }, + { url = "https://files.pythonhosted.org/packages/7b/43/59fdc2f6267959b71dd23ce0bd8d4aeaf55566aa435a5d00f53d53c7eb24/jiter-0.11.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eb68e7bf65c990531ad8715e57d50195daf7c8e6f1509e617b4e692af1108939", size = 358827 }, + { url = "https://files.pythonhosted.org/packages/7d/d0/b3cc20ff5340775ea3bbaa0d665518eddecd4266ba7244c9cb480c0c82ec/jiter-0.11.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:43b30c8154ded5845fa454ef954ee67bfccce629b2dea7d01f795b42bc2bda54", size = 385171 }, + { url = "https://files.pythonhosted.org/packages/d2/bc/94dd1f3a61f4dc236f787a097360ec061ceeebebf4ea120b924d91391b10/jiter-0.11.1-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:586cafbd9dd1f3ce6a22b4a085eaa6be578e47ba9b18e198d4333e598a91db2d", size = 518359 }, + { url = "https://files.pythonhosted.org/packages/7e/8c/12ee132bd67e25c75f542c227f5762491b9a316b0dad8e929c95076f773c/jiter-0.11.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:677cc2517d437a83bb30019fd4cf7cad74b465914c56ecac3440d597ac135250", size = 509205 }, + { url = "https://files.pythonhosted.org/packages/39/d5/9de848928ce341d463c7e7273fce90ea6d0ea4343cd761f451860fa16b59/jiter-0.11.1-cp312-cp312-win32.whl", hash = "sha256:fa992af648fcee2b850a3286a35f62bbbaeddbb6dbda19a00d8fbc846a947b6e", size = 205448 }, + { url = "https://files.pythonhosted.org/packages/ee/b0/8002d78637e05009f5e3fb5288f9d57d65715c33b5d6aa20fd57670feef5/jiter-0.11.1-cp312-cp312-win_amd64.whl", hash = "sha256:88b5cae9fa51efeb3d4bd4e52bfd4c85ccc9cac44282e2a9640893a042ba4d87", size = 204285 }, + { url = "https://files.pythonhosted.org/packages/9f/a2/bb24d5587e4dff17ff796716542f663deee337358006a80c8af43ddc11e5/jiter-0.11.1-cp312-cp312-win_arm64.whl", hash = "sha256:9a6cae1ab335551917f882f2c3c1efe7617b71b4c02381e4382a8fc80a02588c", size = 188712 }, + { url = "https://files.pythonhosted.org/packages/7c/4b/e4dd3c76424fad02a601d570f4f2a8438daea47ba081201a721a903d3f4c/jiter-0.11.1-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:71b6a920a5550f057d49d0e8bcc60945a8da998019e83f01adf110e226267663", size = 305272 }, + { url = "https://files.pythonhosted.org/packages/67/83/2cd3ad5364191130f4de80eacc907f693723beaab11a46c7d155b07a092c/jiter-0.11.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0b3de72e925388453a5171be83379549300db01284f04d2a6f244d1d8de36f94", size = 314038 }, + { url = "https://files.pythonhosted.org/packages/d3/3c/8e67d9ba524e97d2f04c8f406f8769a23205026b13b0938d16646d6e2d3e/jiter-0.11.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cc19dd65a2bd3d9c044c5b4ebf657ca1e6003a97c0fc10f555aa4f7fb9821c00", size = 345977 }, + { url = "https://files.pythonhosted.org/packages/8d/a5/489ce64d992c29bccbffabb13961bbb0435e890d7f2d266d1f3df5e917d2/jiter-0.11.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d58faaa936743cd1464540562f60b7ce4fd927e695e8bc31b3da5b914baa9abd", size = 364503 }, + { url = "https://files.pythonhosted.org/packages/d4/c0/e321dd83ee231d05c8fe4b1a12caf1f0e8c7a949bf4724d58397104f10f2/jiter-0.11.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:902640c3103625317291cb73773413b4d71847cdf9383ba65528745ff89f1d14", size = 487092 }, + { url = "https://files.pythonhosted.org/packages/f9/5e/8f24ec49c8d37bd37f34ec0112e0b1a3b4b5a7b456c8efff1df5e189ad43/jiter-0.11.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:30405f726e4c2ed487b176c09f8b877a957f535d60c1bf194abb8dadedb5836f", size = 376328 }, + { url = "https://files.pythonhosted.org/packages/7f/70/ded107620e809327cf7050727e17ccfa79d6385a771b7fe38fb31318ef00/jiter-0.11.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3217f61728b0baadd2551844870f65219ac4a1285d5e1a4abddff3d51fdabe96", size = 356632 }, + { url = "https://files.pythonhosted.org/packages/19/53/c26f7251613f6a9079275ee43c89b8a973a95ff27532c421abc2a87afb04/jiter-0.11.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b1364cc90c03a8196f35f396f84029f12abe925415049204446db86598c8b72c", size = 384358 }, + { url = "https://files.pythonhosted.org/packages/84/16/e0f2cc61e9c4d0b62f6c1bd9b9781d878a427656f88293e2a5335fa8ff07/jiter-0.11.1-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:53a54bf8e873820ab186b2dca9f6c3303f00d65ae5e7b7d6bda1b95aa472d646", size = 517279 }, + { url = "https://files.pythonhosted.org/packages/60/5c/4cd095eaee68961bca3081acbe7c89e12ae24a5dae5fd5d2a13e01ed2542/jiter-0.11.1-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:7e29aca023627b0e0c2392d4248f6414d566ff3974fa08ff2ac8dbb96dfee92a", size = 508276 }, + { url = "https://files.pythonhosted.org/packages/4f/25/f459240e69b0e09a7706d96ce203ad615ca36b0fe832308d2b7123abf2d0/jiter-0.11.1-cp313-cp313-win32.whl", hash = "sha256:f153e31d8bca11363751e875c0a70b3d25160ecbaee7b51e457f14498fb39d8b", size = 205593 }, + { url = "https://files.pythonhosted.org/packages/7c/16/461bafe22bae79bab74e217a09c907481a46d520c36b7b9fe71ee8c9e983/jiter-0.11.1-cp313-cp313-win_amd64.whl", hash = "sha256:f773f84080b667c69c4ea0403fc67bb08b07e2b7ce1ef335dea5868451e60fed", size = 203518 }, + { url = "https://files.pythonhosted.org/packages/7b/72/c45de6e320edb4fa165b7b1a414193b3cae302dd82da2169d315dcc78b44/jiter-0.11.1-cp313-cp313-win_arm64.whl", hash = "sha256:635ecd45c04e4c340d2187bcb1cea204c7cc9d32c1364d251564bf42e0e39c2d", size = 188062 }, + { url = "https://files.pythonhosted.org/packages/65/9b/4a57922437ca8753ef823f434c2dec5028b237d84fa320f06a3ba1aec6e8/jiter-0.11.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:d892b184da4d94d94ddb4031296931c74ec8b325513a541ebfd6dfb9ae89904b", size = 313814 }, + { url = "https://files.pythonhosted.org/packages/76/50/62a0683dadca25490a4bedc6a88d59de9af2a3406dd5a576009a73a1d392/jiter-0.11.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:aa22c223a3041dacb2fcd37c70dfd648b44662b4a48e242592f95bda5ab09d58", size = 344987 }, + { url = "https://files.pythonhosted.org/packages/da/00/2355dbfcbf6cdeaddfdca18287f0f38ae49446bb6378e4a5971e9356fc8a/jiter-0.11.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:330e8e6a11ad4980cd66a0f4a3e0e2e0f646c911ce047014f984841924729789", size = 356399 }, + { url = "https://files.pythonhosted.org/packages/c9/07/c2bd748d578fa933d894a55bff33f983bc27f75fc4e491b354bef7b78012/jiter-0.11.1-cp313-cp313t-win_amd64.whl", hash = "sha256:09e2e386ebf298547ca3a3704b729471f7ec666c2906c5c26c1a915ea24741ec", size = 203289 }, + { url = "https://files.pythonhosted.org/packages/e6/ee/ace64a853a1acbd318eb0ca167bad1cf5ee037207504b83a868a5849747b/jiter-0.11.1-cp313-cp313t-win_arm64.whl", hash = "sha256:fe4a431c291157e11cee7c34627990ea75e8d153894365a3bc84b7a959d23ca8", size = 188284 }, + { url = "https://files.pythonhosted.org/packages/8d/00/d6006d069e7b076e4c66af90656b63da9481954f290d5eca8c715f4bf125/jiter-0.11.1-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:0fa1f70da7a8a9713ff8e5f75ec3f90c0c870be6d526aa95e7c906f6a1c8c676", size = 304624 }, + { url = "https://files.pythonhosted.org/packages/fc/45/4a0e31eb996b9ccfddbae4d3017b46f358a599ccf2e19fbffa5e531bd304/jiter-0.11.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:569ee559e5046a42feb6828c55307cf20fe43308e3ae0d8e9e4f8d8634d99944", size = 315042 }, + { url = "https://files.pythonhosted.org/packages/e7/91/22f5746f5159a28c76acdc0778801f3c1181799aab196dbea2d29e064968/jiter-0.11.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f69955fa1d92e81987f092b233f0be49d4c937da107b7f7dcf56306f1d3fcce9", size = 346357 }, + { url = "https://files.pythonhosted.org/packages/f5/4f/57620857d4e1dc75c8ff4856c90cb6c135e61bff9b4ebfb5dc86814e82d7/jiter-0.11.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:090f4c9d4a825e0fcbd0a2647c9a88a0f366b75654d982d95a9590745ff0c48d", size = 365057 }, + { url = "https://files.pythonhosted.org/packages/ce/34/caf7f9cc8ae0a5bb25a5440cc76c7452d264d1b36701b90fdadd28fe08ec/jiter-0.11.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bbf3d8cedf9e9d825233e0dcac28ff15c47b7c5512fdfe2e25fd5bbb6e6b0cee", size = 487086 }, + { url = "https://files.pythonhosted.org/packages/50/17/85b5857c329d533d433fedf98804ebec696004a1f88cabad202b2ddc55cf/jiter-0.11.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2aa9b1958f9c30d3d1a558b75f0626733c60eb9b7774a86b34d88060be1e67fe", size = 376083 }, + { url = "https://files.pythonhosted.org/packages/85/d3/2d9f973f828226e6faebdef034097a2918077ea776fb4d88489949024787/jiter-0.11.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e42d1ca16590b768c5e7d723055acd2633908baacb3628dd430842e2e035aa90", size = 357825 }, + { url = "https://files.pythonhosted.org/packages/f4/55/848d4dabf2c2c236a05468c315c2cb9dc736c5915e65449ccecdba22fb6f/jiter-0.11.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5db4c2486a023820b701a17aec9c5a6173c5ba4393f26662f032f2de9c848b0f", size = 383933 }, + { url = "https://files.pythonhosted.org/packages/0b/6c/204c95a4fbb0e26dfa7776c8ef4a878d0c0b215868011cc904bf44f707e2/jiter-0.11.1-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:4573b78777ccfac954859a6eff45cbd9d281d80c8af049d0f1a3d9fc323d5c3a", size = 517118 }, + { url = "https://files.pythonhosted.org/packages/88/25/09956644ea5a2b1e7a2a0f665cb69a973b28f4621fa61fc0c0f06ff40a31/jiter-0.11.1-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:7593ac6f40831d7961cb67633c39b9fef6689a211d7919e958f45710504f52d3", size = 508194 }, + { url = "https://files.pythonhosted.org/packages/09/49/4d1657355d7f5c9e783083a03a3f07d5858efa6916a7d9634d07db1c23bd/jiter-0.11.1-cp314-cp314-win32.whl", hash = "sha256:87202ec6ff9626ff5f9351507def98fcf0df60e9a146308e8ab221432228f4ea", size = 203961 }, + { url = "https://files.pythonhosted.org/packages/76/bd/f063bd5cc2712e7ca3cf6beda50894418fc0cfeb3f6ff45a12d87af25996/jiter-0.11.1-cp314-cp314-win_amd64.whl", hash = "sha256:a5dd268f6531a182c89d0dd9a3f8848e86e92dfff4201b77a18e6b98aa59798c", size = 202804 }, + { url = "https://files.pythonhosted.org/packages/52/ca/4d84193dfafef1020bf0bedd5e1a8d0e89cb67c54b8519040effc694964b/jiter-0.11.1-cp314-cp314-win_arm64.whl", hash = "sha256:5d761f863f912a44748a21b5c4979c04252588ded8d1d2760976d2e42cd8d991", size = 188001 }, + { url = "https://files.pythonhosted.org/packages/d5/fa/3b05e5c9d32efc770a8510eeb0b071c42ae93a5b576fd91cee9af91689a1/jiter-0.11.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2cc5a3965285ddc33e0cab933e96b640bc9ba5940cea27ebbbf6695e72d6511c", size = 312561 }, + { url = "https://files.pythonhosted.org/packages/50/d3/335822eb216154ddb79a130cbdce88fdf5c3e2b43dc5dba1fd95c485aaf5/jiter-0.11.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6b572b3636a784c2768b2342f36a23078c8d3aa6d8a30745398b1bab58a6f1a8", size = 344551 }, + { url = "https://files.pythonhosted.org/packages/31/6d/a0bed13676b1398f9b3ba61f32569f20a3ff270291161100956a577b2dd3/jiter-0.11.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ad93e3d67a981f96596d65d2298fe8d1aa649deb5374a2fb6a434410ee11915e", size = 363051 }, + { url = "https://files.pythonhosted.org/packages/a4/03/313eda04aa08545a5a04ed5876e52f49ab76a4d98e54578896ca3e16313e/jiter-0.11.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a83097ce379e202dcc3fe3fc71a16d523d1ee9192c8e4e854158f96b3efe3f2f", size = 485897 }, + { url = "https://files.pythonhosted.org/packages/5f/13/a1011b9d325e40b53b1b96a17c010b8646013417f3902f97a86325b19299/jiter-0.11.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7042c51e7fbeca65631eb0c332f90c0c082eab04334e7ccc28a8588e8e2804d9", size = 375224 }, + { url = "https://files.pythonhosted.org/packages/92/da/1b45026b19dd39b419e917165ff0ea629dbb95f374a3a13d2df95e40a6ac/jiter-0.11.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a68d679c0e47649a61df591660507608adc2652442de7ec8276538ac46abe08", size = 356606 }, + { url = "https://files.pythonhosted.org/packages/7a/0c/9acb0e54d6a8ba59ce923a180ebe824b4e00e80e56cefde86cc8e0a948be/jiter-0.11.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a1b0da75dbf4b6ec0b3c9e604d1ee8beaf15bc046fff7180f7d89e3cdbd3bb51", size = 384003 }, + { url = "https://files.pythonhosted.org/packages/3f/2b/e5a5fe09d6da2145e4eed651e2ce37f3c0cf8016e48b1d302e21fb1628b7/jiter-0.11.1-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:69dd514bf0fa31c62147d6002e5ca2b3e7ef5894f5ac6f0a19752385f4e89437", size = 516946 }, + { url = "https://files.pythonhosted.org/packages/5f/fe/db936e16e0228d48eb81f9934e8327e9fde5185e84f02174fcd22a01be87/jiter-0.11.1-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:bb31ac0b339efa24c0ca606febd8b77ef11c58d09af1b5f2be4c99e907b11111", size = 507614 }, + { url = "https://files.pythonhosted.org/packages/86/db/c4438e8febfb303486d13c6b72f5eb71cf851e300a0c1f0b4140018dd31f/jiter-0.11.1-cp314-cp314t-win32.whl", hash = "sha256:b2ce0d6156a1d3ad41da3eec63b17e03e296b78b0e0da660876fccfada86d2f7", size = 204043 }, + { url = "https://files.pythonhosted.org/packages/36/59/81badb169212f30f47f817dfaabf965bc9b8204fed906fab58104ee541f9/jiter-0.11.1-cp314-cp314t-win_amd64.whl", hash = "sha256:f4db07d127b54c4a2d43b4cf05ff0193e4f73e0dd90c74037e16df0b29f666e1", size = 204046 }, + { url = "https://files.pythonhosted.org/packages/dd/01/43f7b4eb61db3e565574c4c5714685d042fb652f9eef7e5a3de6aafa943a/jiter-0.11.1-cp314-cp314t-win_arm64.whl", hash = "sha256:28e4fdf2d7ebfc935523e50d1efa3970043cfaa161674fe66f9642409d001dfe", size = 188069 }, ] [[package]] name = "jmespath" version = "1.0.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/00/2a/e867e8531cf3e36b41201936b7fa7ba7b5702dbef42922193f05c8976cd6/jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe", size = 25843, upload-time = "2022-06-17T18:00:12.224Z" } +sdist = { url = "https://files.pythonhosted.org/packages/00/2a/e867e8531cf3e36b41201936b7fa7ba7b5702dbef42922193f05c8976cd6/jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe", size = 25843 } wheels = [ - { url = "https://files.pythonhosted.org/packages/31/b4/b9b800c45527aadd64d5b442f9b932b00648617eb5d63d2c7a6587b7cafc/jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980", size = 20256, upload-time = "2022-06-17T18:00:10.251Z" }, + { url = "https://files.pythonhosted.org/packages/31/b4/b9b800c45527aadd64d5b442f9b932b00648617eb5d63d2c7a6587b7cafc/jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980", size = 20256 }, ] [[package]] name = "joblib" version = "1.5.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e8/5d/447af5ea094b9e4c4054f82e223ada074c552335b9b4b2d14bd9b35a67c4/joblib-1.5.2.tar.gz", hash = "sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55", size = 331077, upload-time = "2025-08-27T12:15:46.575Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e8/5d/447af5ea094b9e4c4054f82e223ada074c552335b9b4b2d14bd9b35a67c4/joblib-1.5.2.tar.gz", hash = "sha256:3faa5c39054b2f03ca547da9b2f52fde67c06240c31853f306aea97f13647b55", size = 331077 } wheels = [ - { url = "https://files.pythonhosted.org/packages/1e/e8/685f47e0d754320684db4425a0967f7d3fa70126bffd76110b7009a0090f/joblib-1.5.2-py3-none-any.whl", hash = "sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241", size = 308396, upload-time = "2025-08-27T12:15:45.188Z" }, + { url = "https://files.pythonhosted.org/packages/1e/e8/685f47e0d754320684db4425a0967f7d3fa70126bffd76110b7009a0090f/joblib-1.5.2-py3-none-any.whl", hash = "sha256:4e1f0bdbb987e6d843c70cf43714cb276623def372df3c22fe5266b2670bc241", size = 308396 }, ] [[package]] @@ -2585,18 +2581,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "ply", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/6d/86/08646239a313f895186ff0a4573452038eed8c86f54380b3ebac34d32fb2/jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c", size = 37838, upload-time = "2024-10-11T15:41:42.404Z" } +sdist = { url = "https://files.pythonhosted.org/packages/6d/86/08646239a313f895186ff0a4573452038eed8c86f54380b3ebac34d32fb2/jsonpath-ng-1.7.0.tar.gz", hash = "sha256:f6f5f7fd4e5ff79c785f1573b394043b39849fb2bb47bcead935d12b00beab3c", size = 37838 } wheels = [ - { url = "https://files.pythonhosted.org/packages/35/5a/73ecb3d82f8615f32ccdadeb9356726d6cae3a4bbc840b437ceb95708063/jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6", size = 30105, upload-time = "2024-11-20T17:58:30.418Z" }, + { url = "https://files.pythonhosted.org/packages/35/5a/73ecb3d82f8615f32ccdadeb9356726d6cae3a4bbc840b437ceb95708063/jsonpath_ng-1.7.0-py3-none-any.whl", hash = "sha256:f3d7f9e848cba1b6da28c55b1c26ff915dc9e0b1ba7e752a53d6da8d5cbd00b6", size = 30105 }, ] [[package]] name = "jsonref" version = "1.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/aa/0d/c1f3277e90ccdb50d33ed5ba1ec5b3f0a242ed8c1b1a85d3afeb68464dca/jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552", size = 8814, upload-time = "2023-01-16T16:10:04.455Z" } +sdist = { url = "https://files.pythonhosted.org/packages/aa/0d/c1f3277e90ccdb50d33ed5ba1ec5b3f0a242ed8c1b1a85d3afeb68464dca/jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552", size = 8814 } wheels = [ - { url = "https://files.pythonhosted.org/packages/0c/ec/e1db9922bceb168197a558a2b8c03a7963f1afe93517ddd3cf99f202f996/jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9", size = 9425, upload-time = "2023-01-16T16:10:02.255Z" }, + { url = "https://files.pythonhosted.org/packages/0c/ec/e1db9922bceb168197a558a2b8c03a7963f1afe93517ddd3cf99f202f996/jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9", size = 9425 }, ] [[package]] @@ -2609,9 +2605,9 @@ dependencies = [ { name = "referencing", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "rpds-py", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/74/69/f7185de793a29082a9f3c7728268ffb31cb5095131a9c139a74078e27336/jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85", size = 357342, upload-time = "2025-08-18T17:03:50.038Z" } +sdist = { url = "https://files.pythonhosted.org/packages/74/69/f7185de793a29082a9f3c7728268ffb31cb5095131a9c139a74078e27336/jsonschema-4.25.1.tar.gz", hash = "sha256:e4a9655ce0da0c0b67a085847e00a3a51449e1157f4f75e9fb5aa545e122eb85", size = 357342 } wheels = [ - { url = "https://files.pythonhosted.org/packages/bf/9c/8c95d856233c1f82500c2450b8c68576b4cf1c871db3afac5c34ff84e6fd/jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63", size = 90040, upload-time = "2025-08-18T17:03:48.373Z" }, + { url = "https://files.pythonhosted.org/packages/bf/9c/8c95d856233c1f82500c2450b8c68576b4cf1c871db3afac5c34ff84e6fd/jsonschema-4.25.1-py3-none-any.whl", hash = "sha256:3fba0169e345c7175110351d456342c364814cfcf3b964ba4587f22915230a63", size = 90040 }, ] [[package]] @@ -2621,117 +2617,117 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "referencing", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/19/74/a633ee74eb36c44aa6d1095e7cc5569bebf04342ee146178e2d36600708b/jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d", size = 32855, upload-time = "2025-09-08T01:34:59.186Z" } +sdist = { url = "https://files.pythonhosted.org/packages/19/74/a633ee74eb36c44aa6d1095e7cc5569bebf04342ee146178e2d36600708b/jsonschema_specifications-2025.9.1.tar.gz", hash = "sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d", size = 32855 } wheels = [ - { url = "https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe", size = 18437, upload-time = "2025-09-08T01:34:57.871Z" }, + { url = "https://files.pythonhosted.org/packages/41/45/1a4ed80516f02155c51f51e8cedb3c1902296743db0bbc66608a0db2814f/jsonschema_specifications-2025.9.1-py3-none-any.whl", hash = "sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe", size = 18437 }, ] [[package]] name = "kiwisolver" version = "1.4.9" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/5c/3c/85844f1b0feb11ee581ac23fe5fce65cd049a200c1446708cc1b7f922875/kiwisolver-1.4.9.tar.gz", hash = "sha256:c3b22c26c6fd6811b0ae8363b95ca8ce4ea3c202d3d0975b2914310ceb1bcc4d", size = 97564, upload-time = "2025-08-10T21:27:49.279Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/c6/5d/8ce64e36d4e3aac5ca96996457dcf33e34e6051492399a3f1fec5657f30b/kiwisolver-1.4.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b4b4d74bda2b8ebf4da5bd42af11d02d04428b2c32846e4c2c93219df8a7987b", size = 124159, upload-time = "2025-08-10T21:25:35.472Z" }, - { url = "https://files.pythonhosted.org/packages/96/1e/22f63ec454874378175a5f435d6ea1363dd33fb2af832c6643e4ccea0dc8/kiwisolver-1.4.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fb3b8132019ea572f4611d770991000d7f58127560c4889729248eb5852a102f", size = 66578, upload-time = "2025-08-10T21:25:36.73Z" }, - { url = "https://files.pythonhosted.org/packages/41/4c/1925dcfff47a02d465121967b95151c82d11027d5ec5242771e580e731bd/kiwisolver-1.4.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:84fd60810829c27ae375114cd379da1fa65e6918e1da405f356a775d49a62bcf", size = 65312, upload-time = "2025-08-10T21:25:37.658Z" }, - { url = "https://files.pythonhosted.org/packages/d4/42/0f333164e6307a0687d1eb9ad256215aae2f4bd5d28f4653d6cd319a3ba3/kiwisolver-1.4.9-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:b78efa4c6e804ecdf727e580dbb9cba85624d2e1c6b5cb059c66290063bd99a9", size = 1628458, upload-time = "2025-08-10T21:25:39.067Z" }, - { url = "https://files.pythonhosted.org/packages/86/b6/2dccb977d651943995a90bfe3495c2ab2ba5cd77093d9f2318a20c9a6f59/kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d4efec7bcf21671db6a3294ff301d2fc861c31faa3c8740d1a94689234d1b415", size = 1225640, upload-time = "2025-08-10T21:25:40.489Z" }, - { url = "https://files.pythonhosted.org/packages/50/2b/362ebd3eec46c850ccf2bfe3e30f2fc4c008750011f38a850f088c56a1c6/kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:90f47e70293fc3688b71271100a1a5453aa9944a81d27ff779c108372cf5567b", size = 1244074, upload-time = "2025-08-10T21:25:42.221Z" }, - { url = "https://files.pythonhosted.org/packages/6f/bb/f09a1e66dab8984773d13184a10a29fe67125337649d26bdef547024ed6b/kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8fdca1def57a2e88ef339de1737a1449d6dbf5fab184c54a1fca01d541317154", size = 1293036, upload-time = "2025-08-10T21:25:43.801Z" }, - { url = "https://files.pythonhosted.org/packages/ea/01/11ecf892f201cafda0f68fa59212edaea93e96c37884b747c181303fccd1/kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:9cf554f21be770f5111a1690d42313e140355e687e05cf82cb23d0a721a64a48", size = 2175310, upload-time = "2025-08-10T21:25:45.045Z" }, - { url = "https://files.pythonhosted.org/packages/7f/5f/bfe11d5b934f500cc004314819ea92427e6e5462706a498c1d4fc052e08f/kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fc1795ac5cd0510207482c3d1d3ed781143383b8cfd36f5c645f3897ce066220", size = 2270943, upload-time = "2025-08-10T21:25:46.393Z" }, - { url = "https://files.pythonhosted.org/packages/3d/de/259f786bf71f1e03e73d87e2db1a9a3bcab64d7b4fd780167123161630ad/kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:ccd09f20ccdbbd341b21a67ab50a119b64a403b09288c27481575105283c1586", size = 2440488, upload-time = "2025-08-10T21:25:48.074Z" }, - { url = "https://files.pythonhosted.org/packages/1b/76/c989c278faf037c4d3421ec07a5c452cd3e09545d6dae7f87c15f54e4edf/kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:540c7c72324d864406a009d72f5d6856f49693db95d1fbb46cf86febef873634", size = 2246787, upload-time = "2025-08-10T21:25:49.442Z" }, - { url = "https://files.pythonhosted.org/packages/a2/55/c2898d84ca440852e560ca9f2a0d28e6e931ac0849b896d77231929900e7/kiwisolver-1.4.9-cp310-cp310-win_amd64.whl", hash = "sha256:ede8c6d533bc6601a47ad4046080d36b8fc99f81e6f1c17b0ac3c2dc91ac7611", size = 73730, upload-time = "2025-08-10T21:25:51.102Z" }, - { url = "https://files.pythonhosted.org/packages/e8/09/486d6ac523dd33b80b368247f238125d027964cfacb45c654841e88fb2ae/kiwisolver-1.4.9-cp310-cp310-win_arm64.whl", hash = "sha256:7b4da0d01ac866a57dd61ac258c5607b4cd677f63abaec7b148354d2b2cdd536", size = 65036, upload-time = "2025-08-10T21:25:52.063Z" }, - { url = "https://files.pythonhosted.org/packages/6f/ab/c80b0d5a9d8a1a65f4f815f2afff9798b12c3b9f31f1d304dd233dd920e2/kiwisolver-1.4.9-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:eb14a5da6dc7642b0f3a18f13654847cd8b7a2550e2645a5bda677862b03ba16", size = 124167, upload-time = "2025-08-10T21:25:53.403Z" }, - { url = "https://files.pythonhosted.org/packages/a0/c0/27fe1a68a39cf62472a300e2879ffc13c0538546c359b86f149cc19f6ac3/kiwisolver-1.4.9-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:39a219e1c81ae3b103643d2aedb90f1ef22650deb266ff12a19e7773f3e5f089", size = 66579, upload-time = "2025-08-10T21:25:54.79Z" }, - { url = "https://files.pythonhosted.org/packages/31/a2/a12a503ac1fd4943c50f9822678e8015a790a13b5490354c68afb8489814/kiwisolver-1.4.9-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2405a7d98604b87f3fc28b1716783534b1b4b8510d8142adca34ee0bc3c87543", size = 65309, upload-time = "2025-08-10T21:25:55.76Z" }, - { url = "https://files.pythonhosted.org/packages/66/e1/e533435c0be77c3f64040d68d7a657771194a63c279f55573188161e81ca/kiwisolver-1.4.9-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:dc1ae486f9abcef254b5618dfb4113dd49f94c68e3e027d03cf0143f3f772b61", size = 1435596, upload-time = "2025-08-10T21:25:56.861Z" }, - { url = "https://files.pythonhosted.org/packages/67/1e/51b73c7347f9aabdc7215aa79e8b15299097dc2f8e67dee2b095faca9cb0/kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8a1f570ce4d62d718dce3f179ee78dac3b545ac16c0c04bb363b7607a949c0d1", size = 1246548, upload-time = "2025-08-10T21:25:58.246Z" }, - { url = "https://files.pythonhosted.org/packages/21/aa/72a1c5d1e430294f2d32adb9542719cfb441b5da368d09d268c7757af46c/kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cb27e7b78d716c591e88e0a09a2139c6577865d7f2e152488c2cc6257f460872", size = 1263618, upload-time = "2025-08-10T21:25:59.857Z" }, - { url = "https://files.pythonhosted.org/packages/a3/af/db1509a9e79dbf4c260ce0cfa3903ea8945f6240e9e59d1e4deb731b1a40/kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:15163165efc2f627eb9687ea5f3a28137217d217ac4024893d753f46bce9de26", size = 1317437, upload-time = "2025-08-10T21:26:01.105Z" }, - { url = "https://files.pythonhosted.org/packages/e0/f2/3ea5ee5d52abacdd12013a94130436e19969fa183faa1e7c7fbc89e9a42f/kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bdee92c56a71d2b24c33a7d4c2856bd6419d017e08caa7802d2963870e315028", size = 2195742, upload-time = "2025-08-10T21:26:02.675Z" }, - { url = "https://files.pythonhosted.org/packages/6f/9b/1efdd3013c2d9a2566aa6a337e9923a00590c516add9a1e89a768a3eb2fc/kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:412f287c55a6f54b0650bd9b6dce5aceddb95864a1a90c87af16979d37c89771", size = 2290810, upload-time = "2025-08-10T21:26:04.009Z" }, - { url = "https://files.pythonhosted.org/packages/fb/e5/cfdc36109ae4e67361f9bc5b41323648cb24a01b9ade18784657e022e65f/kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:2c93f00dcba2eea70af2be5f11a830a742fe6b579a1d4e00f47760ef13be247a", size = 2461579, upload-time = "2025-08-10T21:26:05.317Z" }, - { url = "https://files.pythonhosted.org/packages/62/86/b589e5e86c7610842213994cdea5add00960076bef4ae290c5fa68589cac/kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f117e1a089d9411663a3207ba874f31be9ac8eaa5b533787024dc07aeb74f464", size = 2268071, upload-time = "2025-08-10T21:26:06.686Z" }, - { url = "https://files.pythonhosted.org/packages/3b/c6/f8df8509fd1eee6c622febe54384a96cfaf4d43bf2ccec7a0cc17e4715c9/kiwisolver-1.4.9-cp311-cp311-win_amd64.whl", hash = "sha256:be6a04e6c79819c9a8c2373317d19a96048e5a3f90bec587787e86a1153883c2", size = 73840, upload-time = "2025-08-10T21:26:07.94Z" }, - { url = "https://files.pythonhosted.org/packages/e2/2d/16e0581daafd147bc11ac53f032a2b45eabac897f42a338d0a13c1e5c436/kiwisolver-1.4.9-cp311-cp311-win_arm64.whl", hash = "sha256:0ae37737256ba2de764ddc12aed4956460277f00c4996d51a197e72f62f5eec7", size = 65159, upload-time = "2025-08-10T21:26:09.048Z" }, - { url = "https://files.pythonhosted.org/packages/86/c9/13573a747838aeb1c76e3267620daa054f4152444d1f3d1a2324b78255b5/kiwisolver-1.4.9-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ac5a486ac389dddcc5bef4f365b6ae3ffff2c433324fb38dd35e3fab7c957999", size = 123686, upload-time = "2025-08-10T21:26:10.034Z" }, - { url = "https://files.pythonhosted.org/packages/51/ea/2ecf727927f103ffd1739271ca19c424d0e65ea473fbaeea1c014aea93f6/kiwisolver-1.4.9-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f2ba92255faa7309d06fe44c3a4a97efe1c8d640c2a79a5ef728b685762a6fd2", size = 66460, upload-time = "2025-08-10T21:26:11.083Z" }, - { url = "https://files.pythonhosted.org/packages/5b/5a/51f5464373ce2aeb5194508298a508b6f21d3867f499556263c64c621914/kiwisolver-1.4.9-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4a2899935e724dd1074cb568ce7ac0dce28b2cd6ab539c8e001a8578eb106d14", size = 64952, upload-time = "2025-08-10T21:26:12.058Z" }, - { url = "https://files.pythonhosted.org/packages/70/90/6d240beb0f24b74371762873e9b7f499f1e02166a2d9c5801f4dbf8fa12e/kiwisolver-1.4.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f6008a4919fdbc0b0097089f67a1eb55d950ed7e90ce2cc3e640abadd2757a04", size = 1474756, upload-time = "2025-08-10T21:26:13.096Z" }, - { url = "https://files.pythonhosted.org/packages/12/42/f36816eaf465220f683fb711efdd1bbf7a7005a2473d0e4ed421389bd26c/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:67bb8b474b4181770f926f7b7d2f8c0248cbcb78b660fdd41a47054b28d2a752", size = 1276404, upload-time = "2025-08-10T21:26:14.457Z" }, - { url = "https://files.pythonhosted.org/packages/2e/64/bc2de94800adc830c476dce44e9b40fd0809cddeef1fde9fcf0f73da301f/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2327a4a30d3ee07d2fbe2e7933e8a37c591663b96ce42a00bc67461a87d7df77", size = 1294410, upload-time = "2025-08-10T21:26:15.73Z" }, - { url = "https://files.pythonhosted.org/packages/5f/42/2dc82330a70aa8e55b6d395b11018045e58d0bb00834502bf11509f79091/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:7a08b491ec91b1d5053ac177afe5290adacf1f0f6307d771ccac5de30592d198", size = 1343631, upload-time = "2025-08-10T21:26:17.045Z" }, - { url = "https://files.pythonhosted.org/packages/22/fd/f4c67a6ed1aab149ec5a8a401c323cee7a1cbe364381bb6c9c0d564e0e20/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d8fc5c867c22b828001b6a38d2eaeb88160bf5783c6cb4a5e440efc981ce286d", size = 2224963, upload-time = "2025-08-10T21:26:18.737Z" }, - { url = "https://files.pythonhosted.org/packages/45/aa/76720bd4cb3713314677d9ec94dcc21ced3f1baf4830adde5bb9b2430a5f/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:3b3115b2581ea35bb6d1f24a4c90af37e5d9b49dcff267eeed14c3893c5b86ab", size = 2321295, upload-time = "2025-08-10T21:26:20.11Z" }, - { url = "https://files.pythonhosted.org/packages/80/19/d3ec0d9ab711242f56ae0dc2fc5d70e298bb4a1f9dfab44c027668c673a1/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:858e4c22fb075920b96a291928cb7dea5644e94c0ee4fcd5af7e865655e4ccf2", size = 2487987, upload-time = "2025-08-10T21:26:21.49Z" }, - { url = "https://files.pythonhosted.org/packages/39/e9/61e4813b2c97e86b6fdbd4dd824bf72d28bcd8d4849b8084a357bc0dd64d/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ed0fecd28cc62c54b262e3736f8bb2512d8dcfdc2bcf08be5f47f96bf405b145", size = 2291817, upload-time = "2025-08-10T21:26:22.812Z" }, - { url = "https://files.pythonhosted.org/packages/a0/41/85d82b0291db7504da3c2defe35c9a8a5c9803a730f297bd823d11d5fb77/kiwisolver-1.4.9-cp312-cp312-win_amd64.whl", hash = "sha256:f68208a520c3d86ea51acf688a3e3002615a7f0238002cccc17affecc86a8a54", size = 73895, upload-time = "2025-08-10T21:26:24.37Z" }, - { url = "https://files.pythonhosted.org/packages/e2/92/5f3068cf15ee5cb624a0c7596e67e2a0bb2adee33f71c379054a491d07da/kiwisolver-1.4.9-cp312-cp312-win_arm64.whl", hash = "sha256:2c1a4f57df73965f3f14df20b80ee29e6a7930a57d2d9e8491a25f676e197c60", size = 64992, upload-time = "2025-08-10T21:26:25.732Z" }, - { url = "https://files.pythonhosted.org/packages/31/c1/c2686cda909742ab66c7388e9a1a8521a59eb89f8bcfbee28fc980d07e24/kiwisolver-1.4.9-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a5d0432ccf1c7ab14f9949eec60c5d1f924f17c037e9f8b33352fa05799359b8", size = 123681, upload-time = "2025-08-10T21:26:26.725Z" }, - { url = "https://files.pythonhosted.org/packages/ca/f0/f44f50c9f5b1a1860261092e3bc91ecdc9acda848a8b8c6abfda4a24dd5c/kiwisolver-1.4.9-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:efb3a45b35622bb6c16dbfab491a8f5a391fe0e9d45ef32f4df85658232ca0e2", size = 66464, upload-time = "2025-08-10T21:26:27.733Z" }, - { url = "https://files.pythonhosted.org/packages/2d/7a/9d90a151f558e29c3936b8a47ac770235f436f2120aca41a6d5f3d62ae8d/kiwisolver-1.4.9-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1a12cf6398e8a0a001a059747a1cbf24705e18fe413bc22de7b3d15c67cffe3f", size = 64961, upload-time = "2025-08-10T21:26:28.729Z" }, - { url = "https://files.pythonhosted.org/packages/e9/e9/f218a2cb3a9ffbe324ca29a9e399fa2d2866d7f348ec3a88df87fc248fc5/kiwisolver-1.4.9-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b67e6efbf68e077dd71d1a6b37e43e1a99d0bff1a3d51867d45ee8908b931098", size = 1474607, upload-time = "2025-08-10T21:26:29.798Z" }, - { url = "https://files.pythonhosted.org/packages/d9/28/aac26d4c882f14de59041636292bc838db8961373825df23b8eeb807e198/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5656aa670507437af0207645273ccdfee4f14bacd7f7c67a4306d0dcaeaf6eed", size = 1276546, upload-time = "2025-08-10T21:26:31.401Z" }, - { url = "https://files.pythonhosted.org/packages/8b/ad/8bfc1c93d4cc565e5069162f610ba2f48ff39b7de4b5b8d93f69f30c4bed/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:bfc08add558155345129c7803b3671cf195e6a56e7a12f3dde7c57d9b417f525", size = 1294482, upload-time = "2025-08-10T21:26:32.721Z" }, - { url = "https://files.pythonhosted.org/packages/da/f1/6aca55ff798901d8ce403206d00e033191f63d82dd708a186e0ed2067e9c/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:40092754720b174e6ccf9e845d0d8c7d8e12c3d71e7fc35f55f3813e96376f78", size = 1343720, upload-time = "2025-08-10T21:26:34.032Z" }, - { url = "https://files.pythonhosted.org/packages/d1/91/eed031876c595c81d90d0f6fc681ece250e14bf6998c3d7c419466b523b7/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:497d05f29a1300d14e02e6441cf0f5ee81c1ff5a304b0d9fb77423974684e08b", size = 2224907, upload-time = "2025-08-10T21:26:35.824Z" }, - { url = "https://files.pythonhosted.org/packages/e9/ec/4d1925f2e49617b9cca9c34bfa11adefad49d00db038e692a559454dfb2e/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:bdd1a81a1860476eb41ac4bc1e07b3f07259e6d55bbf739b79c8aaedcf512799", size = 2321334, upload-time = "2025-08-10T21:26:37.534Z" }, - { url = "https://files.pythonhosted.org/packages/43/cb/450cd4499356f68802750c6ddc18647b8ea01ffa28f50d20598e0befe6e9/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:e6b93f13371d341afee3be9f7c5964e3fe61d5fa30f6a30eb49856935dfe4fc3", size = 2488313, upload-time = "2025-08-10T21:26:39.191Z" }, - { url = "https://files.pythonhosted.org/packages/71/67/fc76242bd99f885651128a5d4fa6083e5524694b7c88b489b1b55fdc491d/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d75aa530ccfaa593da12834b86a0724f58bff12706659baa9227c2ccaa06264c", size = 2291970, upload-time = "2025-08-10T21:26:40.828Z" }, - { url = "https://files.pythonhosted.org/packages/75/bd/f1a5d894000941739f2ae1b65a32892349423ad49c2e6d0771d0bad3fae4/kiwisolver-1.4.9-cp313-cp313-win_amd64.whl", hash = "sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d", size = 73894, upload-time = "2025-08-10T21:26:42.33Z" }, - { url = "https://files.pythonhosted.org/packages/95/38/dce480814d25b99a391abbddadc78f7c117c6da34be68ca8b02d5848b424/kiwisolver-1.4.9-cp313-cp313-win_arm64.whl", hash = "sha256:d4188e73af84ca82468f09cadc5ac4db578109e52acb4518d8154698d3a87ca2", size = 64995, upload-time = "2025-08-10T21:26:43.889Z" }, - { url = "https://files.pythonhosted.org/packages/e2/37/7d218ce5d92dadc5ebdd9070d903e0c7cf7edfe03f179433ac4d13ce659c/kiwisolver-1.4.9-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:5a0f2724dfd4e3b3ac5a82436a8e6fd16baa7d507117e4279b660fe8ca38a3a1", size = 126510, upload-time = "2025-08-10T21:26:44.915Z" }, - { url = "https://files.pythonhosted.org/packages/23/b0/e85a2b48233daef4b648fb657ebbb6f8367696a2d9548a00b4ee0eb67803/kiwisolver-1.4.9-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:1b11d6a633e4ed84fc0ddafd4ebfd8ea49b3f25082c04ad12b8315c11d504dc1", size = 67903, upload-time = "2025-08-10T21:26:45.934Z" }, - { url = "https://files.pythonhosted.org/packages/44/98/f2425bc0113ad7de24da6bb4dae1343476e95e1d738be7c04d31a5d037fd/kiwisolver-1.4.9-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:61874cdb0a36016354853593cffc38e56fc9ca5aa97d2c05d3dcf6922cd55a11", size = 66402, upload-time = "2025-08-10T21:26:47.101Z" }, - { url = "https://files.pythonhosted.org/packages/98/d8/594657886df9f34c4177cc353cc28ca7e6e5eb562d37ccc233bff43bbe2a/kiwisolver-1.4.9-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:60c439763a969a6af93b4881db0eed8fadf93ee98e18cbc35bc8da868d0c4f0c", size = 1582135, upload-time = "2025-08-10T21:26:48.665Z" }, - { url = "https://files.pythonhosted.org/packages/5c/c6/38a115b7170f8b306fc929e166340c24958347308ea3012c2b44e7e295db/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92a2f997387a1b79a75e7803aa7ded2cfbe2823852ccf1ba3bcf613b62ae3197", size = 1389409, upload-time = "2025-08-10T21:26:50.335Z" }, - { url = "https://files.pythonhosted.org/packages/bf/3b/e04883dace81f24a568bcee6eb3001da4ba05114afa622ec9b6fafdc1f5e/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a31d512c812daea6d8b3be3b2bfcbeb091dbb09177706569bcfc6240dcf8b41c", size = 1401763, upload-time = "2025-08-10T21:26:51.867Z" }, - { url = "https://files.pythonhosted.org/packages/9f/80/20ace48e33408947af49d7d15c341eaee69e4e0304aab4b7660e234d6288/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:52a15b0f35dad39862d376df10c5230155243a2c1a436e39eb55623ccbd68185", size = 1453643, upload-time = "2025-08-10T21:26:53.592Z" }, - { url = "https://files.pythonhosted.org/packages/64/31/6ce4380a4cd1f515bdda976a1e90e547ccd47b67a1546d63884463c92ca9/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a30fd6fdef1430fd9e1ba7b3398b5ee4e2887783917a687d86ba69985fb08748", size = 2330818, upload-time = "2025-08-10T21:26:55.051Z" }, - { url = "https://files.pythonhosted.org/packages/fa/e9/3f3fcba3bcc7432c795b82646306e822f3fd74df0ee81f0fa067a1f95668/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:cc9617b46837c6468197b5945e196ee9ca43057bb7d9d1ae688101e4e1dddf64", size = 2419963, upload-time = "2025-08-10T21:26:56.421Z" }, - { url = "https://files.pythonhosted.org/packages/99/43/7320c50e4133575c66e9f7dadead35ab22d7c012a3b09bb35647792b2a6d/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:0ab74e19f6a2b027ea4f845a78827969af45ce790e6cb3e1ebab71bdf9f215ff", size = 2594639, upload-time = "2025-08-10T21:26:57.882Z" }, - { url = "https://files.pythonhosted.org/packages/65/d6/17ae4a270d4a987ef8a385b906d2bdfc9fce502d6dc0d3aea865b47f548c/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dba5ee5d3981160c28d5490f0d1b7ed730c22470ff7f6cc26cfcfaacb9896a07", size = 2391741, upload-time = "2025-08-10T21:26:59.237Z" }, - { url = "https://files.pythonhosted.org/packages/2a/8f/8f6f491d595a9e5912971f3f863d81baddccc8a4d0c3749d6a0dd9ffc9df/kiwisolver-1.4.9-cp313-cp313t-win_arm64.whl", hash = "sha256:0749fd8f4218ad2e851e11cc4dc05c7cbc0cbc4267bdfdb31782e65aace4ee9c", size = 68646, upload-time = "2025-08-10T21:27:00.52Z" }, - { url = "https://files.pythonhosted.org/packages/6b/32/6cc0fbc9c54d06c2969faa9c1d29f5751a2e51809dd55c69055e62d9b426/kiwisolver-1.4.9-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:9928fe1eb816d11ae170885a74d074f57af3a0d65777ca47e9aeb854a1fba386", size = 123806, upload-time = "2025-08-10T21:27:01.537Z" }, - { url = "https://files.pythonhosted.org/packages/b2/dd/2bfb1d4a4823d92e8cbb420fe024b8d2167f72079b3bb941207c42570bdf/kiwisolver-1.4.9-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d0005b053977e7b43388ddec89fa567f43d4f6d5c2c0affe57de5ebf290dc552", size = 66605, upload-time = "2025-08-10T21:27:03.335Z" }, - { url = "https://files.pythonhosted.org/packages/f7/69/00aafdb4e4509c2ca6064646cba9cd4b37933898f426756adb2cb92ebbed/kiwisolver-1.4.9-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:2635d352d67458b66fd0667c14cb1d4145e9560d503219034a18a87e971ce4f3", size = 64925, upload-time = "2025-08-10T21:27:04.339Z" }, - { url = "https://files.pythonhosted.org/packages/43/dc/51acc6791aa14e5cb6d8a2e28cefb0dc2886d8862795449d021334c0df20/kiwisolver-1.4.9-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:767c23ad1c58c9e827b649a9ab7809fd5fd9db266a9cf02b0e926ddc2c680d58", size = 1472414, upload-time = "2025-08-10T21:27:05.437Z" }, - { url = "https://files.pythonhosted.org/packages/3d/bb/93fa64a81db304ac8a246f834d5094fae4b13baf53c839d6bb6e81177129/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72d0eb9fba308b8311685c2268cf7d0a0639a6cd027d8128659f72bdd8a024b4", size = 1281272, upload-time = "2025-08-10T21:27:07.063Z" }, - { url = "https://files.pythonhosted.org/packages/70/e6/6df102916960fb8d05069d4bd92d6d9a8202d5a3e2444494e7cd50f65b7a/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f68e4f3eeca8fb22cc3d731f9715a13b652795ef657a13df1ad0c7dc0e9731df", size = 1298578, upload-time = "2025-08-10T21:27:08.452Z" }, - { url = "https://files.pythonhosted.org/packages/7c/47/e142aaa612f5343736b087864dbaebc53ea8831453fb47e7521fa8658f30/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d84cd4061ae292d8ac367b2c3fa3aad11cb8625a95d135fe93f286f914f3f5a6", size = 1345607, upload-time = "2025-08-10T21:27:10.125Z" }, - { url = "https://files.pythonhosted.org/packages/54/89/d641a746194a0f4d1a3670fb900d0dbaa786fb98341056814bc3f058fa52/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a60ea74330b91bd22a29638940d115df9dc00af5035a9a2a6ad9399ffb4ceca5", size = 2230150, upload-time = "2025-08-10T21:27:11.484Z" }, - { url = "https://files.pythonhosted.org/packages/aa/6b/5ee1207198febdf16ac11f78c5ae40861b809cbe0e6d2a8d5b0b3044b199/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:ce6a3a4e106cf35c2d9c4fa17c05ce0b180db622736845d4315519397a77beaf", size = 2325979, upload-time = "2025-08-10T21:27:12.917Z" }, - { url = "https://files.pythonhosted.org/packages/fc/ff/b269eefd90f4ae14dcc74973d5a0f6d28d3b9bb1afd8c0340513afe6b39a/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:77937e5e2a38a7b48eef0585114fe7930346993a88060d0bf886086d2aa49ef5", size = 2491456, upload-time = "2025-08-10T21:27:14.353Z" }, - { url = "https://files.pythonhosted.org/packages/fc/d4/10303190bd4d30de547534601e259a4fbf014eed94aae3e5521129215086/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:24c175051354f4a28c5d6a31c93906dc653e2bf234e8a4bbfb964892078898ce", size = 2294621, upload-time = "2025-08-10T21:27:15.808Z" }, - { url = "https://files.pythonhosted.org/packages/28/e0/a9a90416fce5c0be25742729c2ea52105d62eda6c4be4d803c2a7be1fa50/kiwisolver-1.4.9-cp314-cp314-win_amd64.whl", hash = "sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7", size = 75417, upload-time = "2025-08-10T21:27:17.436Z" }, - { url = "https://files.pythonhosted.org/packages/1f/10/6949958215b7a9a264299a7db195564e87900f709db9245e4ebdd3c70779/kiwisolver-1.4.9-cp314-cp314-win_arm64.whl", hash = "sha256:0e4e2bf29574a6a7b7f6cb5fa69293b9f96c928949ac4a53ba3f525dffb87f9c", size = 66582, upload-time = "2025-08-10T21:27:18.436Z" }, - { url = "https://files.pythonhosted.org/packages/ec/79/60e53067903d3bc5469b369fe0dfc6b3482e2133e85dae9daa9527535991/kiwisolver-1.4.9-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:d976bbb382b202f71c67f77b0ac11244021cfa3f7dfd9e562eefcea2df711548", size = 126514, upload-time = "2025-08-10T21:27:19.465Z" }, - { url = "https://files.pythonhosted.org/packages/25/d1/4843d3e8d46b072c12a38c97c57fab4608d36e13fe47d47ee96b4d61ba6f/kiwisolver-1.4.9-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2489e4e5d7ef9a1c300a5e0196e43d9c739f066ef23270607d45aba368b91f2d", size = 67905, upload-time = "2025-08-10T21:27:20.51Z" }, - { url = "https://files.pythonhosted.org/packages/8c/ae/29ffcbd239aea8b93108de1278271ae764dfc0d803a5693914975f200596/kiwisolver-1.4.9-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:e2ea9f7ab7fbf18fffb1b5434ce7c69a07582f7acc7717720f1d69f3e806f90c", size = 66399, upload-time = "2025-08-10T21:27:21.496Z" }, - { url = "https://files.pythonhosted.org/packages/a1/ae/d7ba902aa604152c2ceba5d352d7b62106bedbccc8e95c3934d94472bfa3/kiwisolver-1.4.9-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b34e51affded8faee0dfdb705416153819d8ea9250bbbf7ea1b249bdeb5f1122", size = 1582197, upload-time = "2025-08-10T21:27:22.604Z" }, - { url = "https://files.pythonhosted.org/packages/f2/41/27c70d427eddb8bc7e4f16420a20fefc6f480312122a59a959fdfe0445ad/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d8aacd3d4b33b772542b2e01beb50187536967b514b00003bdda7589722d2a64", size = 1390125, upload-time = "2025-08-10T21:27:24.036Z" }, - { url = "https://files.pythonhosted.org/packages/41/42/b3799a12bafc76d962ad69083f8b43b12bf4fe78b097b12e105d75c9b8f1/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7cf974dd4e35fa315563ac99d6287a1024e4dc2077b8a7d7cd3d2fb65d283134", size = 1402612, upload-time = "2025-08-10T21:27:25.773Z" }, - { url = "https://files.pythonhosted.org/packages/d2/b5/a210ea073ea1cfaca1bb5c55a62307d8252f531beb364e18aa1e0888b5a0/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:85bd218b5ecfbee8c8a82e121802dcb519a86044c9c3b2e4aef02fa05c6da370", size = 1453990, upload-time = "2025-08-10T21:27:27.089Z" }, - { url = "https://files.pythonhosted.org/packages/5f/ce/a829eb8c033e977d7ea03ed32fb3c1781b4fa0433fbadfff29e39c676f32/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:0856e241c2d3df4efef7c04a1e46b1936b6120c9bcf36dd216e3acd84bc4fb21", size = 2331601, upload-time = "2025-08-10T21:27:29.343Z" }, - { url = "https://files.pythonhosted.org/packages/e0/4b/b5e97eb142eb9cd0072dacfcdcd31b1c66dc7352b0f7c7255d339c0edf00/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9af39d6551f97d31a4deebeac6f45b156f9755ddc59c07b402c148f5dbb6482a", size = 2422041, upload-time = "2025-08-10T21:27:30.754Z" }, - { url = "https://files.pythonhosted.org/packages/40/be/8eb4cd53e1b85ba4edc3a9321666f12b83113a178845593307a3e7891f44/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:bb4ae2b57fc1d8cbd1cf7b1d9913803681ffa903e7488012be5b76dedf49297f", size = 2594897, upload-time = "2025-08-10T21:27:32.803Z" }, - { url = "https://files.pythonhosted.org/packages/99/dd/841e9a66c4715477ea0abc78da039832fbb09dac5c35c58dc4c41a407b8a/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:aedff62918805fb62d43a4aa2ecd4482c380dc76cd31bd7c8878588a61bd0369", size = 2391835, upload-time = "2025-08-10T21:27:34.23Z" }, - { url = "https://files.pythonhosted.org/packages/0c/28/4b2e5c47a0da96896fdfdb006340ade064afa1e63675d01ea5ac222b6d52/kiwisolver-1.4.9-cp314-cp314t-win_amd64.whl", hash = "sha256:1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891", size = 79988, upload-time = "2025-08-10T21:27:35.587Z" }, - { url = "https://files.pythonhosted.org/packages/80/be/3578e8afd18c88cdf9cb4cffde75a96d2be38c5a903f1ed0ceec061bd09e/kiwisolver-1.4.9-cp314-cp314t-win_arm64.whl", hash = "sha256:4a48a2ce79d65d363597ef7b567ce3d14d68783d2b2263d98db3d9477805ba32", size = 70260, upload-time = "2025-08-10T21:27:36.606Z" }, - { url = "https://files.pythonhosted.org/packages/a2/63/fde392691690f55b38d5dd7b3710f5353bf7a8e52de93a22968801ab8978/kiwisolver-1.4.9-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:4d1d9e582ad4d63062d34077a9a1e9f3c34088a2ec5135b1f7190c07cf366527", size = 60183, upload-time = "2025-08-10T21:27:37.669Z" }, - { url = "https://files.pythonhosted.org/packages/27/b1/6aad34edfdb7cced27f371866f211332bba215bfd918ad3322a58f480d8b/kiwisolver-1.4.9-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:deed0c7258ceb4c44ad5ec7d9918f9f14fd05b2be86378d86cf50e63d1e7b771", size = 58675, upload-time = "2025-08-10T21:27:39.031Z" }, - { url = "https://files.pythonhosted.org/packages/9d/1a/23d855a702bb35a76faed5ae2ba3de57d323f48b1f6b17ee2176c4849463/kiwisolver-1.4.9-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0a590506f303f512dff6b7f75fd2fd18e16943efee932008fe7140e5fa91d80e", size = 80277, upload-time = "2025-08-10T21:27:40.129Z" }, - { url = "https://files.pythonhosted.org/packages/5a/5b/5239e3c2b8fb5afa1e8508f721bb77325f740ab6994d963e61b2b7abcc1e/kiwisolver-1.4.9-pp310-pypy310_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e09c2279a4d01f099f52d5c4b3d9e208e91edcbd1a175c9662a8b16e000fece9", size = 77994, upload-time = "2025-08-10T21:27:41.181Z" }, - { url = "https://files.pythonhosted.org/packages/f9/1c/5d4d468fb16f8410e596ed0eac02d2c68752aa7dc92997fe9d60a7147665/kiwisolver-1.4.9-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:c9e7cdf45d594ee04d5be1b24dd9d49f3d1590959b2271fb30b5ca2b262c00fb", size = 73744, upload-time = "2025-08-10T21:27:42.254Z" }, - { url = "https://files.pythonhosted.org/packages/a3/0f/36d89194b5a32c054ce93e586d4049b6c2c22887b0eb229c61c68afd3078/kiwisolver-1.4.9-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:720e05574713db64c356e86732c0f3c5252818d05f9df320f0ad8380641acea5", size = 60104, upload-time = "2025-08-10T21:27:43.287Z" }, - { url = "https://files.pythonhosted.org/packages/52/ba/4ed75f59e4658fd21fe7dde1fee0ac397c678ec3befba3fe6482d987af87/kiwisolver-1.4.9-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:17680d737d5335b552994a2008fab4c851bcd7de33094a82067ef3a576ff02fa", size = 58592, upload-time = "2025-08-10T21:27:44.314Z" }, - { url = "https://files.pythonhosted.org/packages/33/01/a8ea7c5ea32a9b45ceeaee051a04c8ed4320f5add3c51bfa20879b765b70/kiwisolver-1.4.9-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:85b5352f94e490c028926ea567fc569c52ec79ce131dadb968d3853e809518c2", size = 80281, upload-time = "2025-08-10T21:27:45.369Z" }, - { url = "https://files.pythonhosted.org/packages/da/e3/dbd2ecdce306f1d07a1aaf324817ee993aab7aee9db47ceac757deabafbe/kiwisolver-1.4.9-pp311-pypy311_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:464415881e4801295659462c49461a24fb107c140de781d55518c4b80cb6790f", size = 78009, upload-time = "2025-08-10T21:27:46.376Z" }, - { url = "https://files.pythonhosted.org/packages/da/e9/0d4add7873a73e462aeb45c036a2dead2562b825aa46ba326727b3f31016/kiwisolver-1.4.9-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:fb940820c63a9590d31d88b815e7a3aa5915cad3ce735ab45f0c730b39547de1", size = 73929, upload-time = "2025-08-10T21:27:48.236Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/5c/3c/85844f1b0feb11ee581ac23fe5fce65cd049a200c1446708cc1b7f922875/kiwisolver-1.4.9.tar.gz", hash = "sha256:c3b22c26c6fd6811b0ae8363b95ca8ce4ea3c202d3d0975b2914310ceb1bcc4d", size = 97564 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/c6/5d/8ce64e36d4e3aac5ca96996457dcf33e34e6051492399a3f1fec5657f30b/kiwisolver-1.4.9-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b4b4d74bda2b8ebf4da5bd42af11d02d04428b2c32846e4c2c93219df8a7987b", size = 124159 }, + { url = "https://files.pythonhosted.org/packages/96/1e/22f63ec454874378175a5f435d6ea1363dd33fb2af832c6643e4ccea0dc8/kiwisolver-1.4.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:fb3b8132019ea572f4611d770991000d7f58127560c4889729248eb5852a102f", size = 66578 }, + { url = "https://files.pythonhosted.org/packages/41/4c/1925dcfff47a02d465121967b95151c82d11027d5ec5242771e580e731bd/kiwisolver-1.4.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:84fd60810829c27ae375114cd379da1fa65e6918e1da405f356a775d49a62bcf", size = 65312 }, + { url = "https://files.pythonhosted.org/packages/d4/42/0f333164e6307a0687d1eb9ad256215aae2f4bd5d28f4653d6cd319a3ba3/kiwisolver-1.4.9-cp310-cp310-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:b78efa4c6e804ecdf727e580dbb9cba85624d2e1c6b5cb059c66290063bd99a9", size = 1628458 }, + { url = "https://files.pythonhosted.org/packages/86/b6/2dccb977d651943995a90bfe3495c2ab2ba5cd77093d9f2318a20c9a6f59/kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d4efec7bcf21671db6a3294ff301d2fc861c31faa3c8740d1a94689234d1b415", size = 1225640 }, + { url = "https://files.pythonhosted.org/packages/50/2b/362ebd3eec46c850ccf2bfe3e30f2fc4c008750011f38a850f088c56a1c6/kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:90f47e70293fc3688b71271100a1a5453aa9944a81d27ff779c108372cf5567b", size = 1244074 }, + { url = "https://files.pythonhosted.org/packages/6f/bb/f09a1e66dab8984773d13184a10a29fe67125337649d26bdef547024ed6b/kiwisolver-1.4.9-cp310-cp310-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8fdca1def57a2e88ef339de1737a1449d6dbf5fab184c54a1fca01d541317154", size = 1293036 }, + { url = "https://files.pythonhosted.org/packages/ea/01/11ecf892f201cafda0f68fa59212edaea93e96c37884b747c181303fccd1/kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:9cf554f21be770f5111a1690d42313e140355e687e05cf82cb23d0a721a64a48", size = 2175310 }, + { url = "https://files.pythonhosted.org/packages/7f/5f/bfe11d5b934f500cc004314819ea92427e6e5462706a498c1d4fc052e08f/kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fc1795ac5cd0510207482c3d1d3ed781143383b8cfd36f5c645f3897ce066220", size = 2270943 }, + { url = "https://files.pythonhosted.org/packages/3d/de/259f786bf71f1e03e73d87e2db1a9a3bcab64d7b4fd780167123161630ad/kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:ccd09f20ccdbbd341b21a67ab50a119b64a403b09288c27481575105283c1586", size = 2440488 }, + { url = "https://files.pythonhosted.org/packages/1b/76/c989c278faf037c4d3421ec07a5c452cd3e09545d6dae7f87c15f54e4edf/kiwisolver-1.4.9-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:540c7c72324d864406a009d72f5d6856f49693db95d1fbb46cf86febef873634", size = 2246787 }, + { url = "https://files.pythonhosted.org/packages/a2/55/c2898d84ca440852e560ca9f2a0d28e6e931ac0849b896d77231929900e7/kiwisolver-1.4.9-cp310-cp310-win_amd64.whl", hash = "sha256:ede8c6d533bc6601a47ad4046080d36b8fc99f81e6f1c17b0ac3c2dc91ac7611", size = 73730 }, + { url = "https://files.pythonhosted.org/packages/e8/09/486d6ac523dd33b80b368247f238125d027964cfacb45c654841e88fb2ae/kiwisolver-1.4.9-cp310-cp310-win_arm64.whl", hash = "sha256:7b4da0d01ac866a57dd61ac258c5607b4cd677f63abaec7b148354d2b2cdd536", size = 65036 }, + { url = "https://files.pythonhosted.org/packages/6f/ab/c80b0d5a9d8a1a65f4f815f2afff9798b12c3b9f31f1d304dd233dd920e2/kiwisolver-1.4.9-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:eb14a5da6dc7642b0f3a18f13654847cd8b7a2550e2645a5bda677862b03ba16", size = 124167 }, + { url = "https://files.pythonhosted.org/packages/a0/c0/27fe1a68a39cf62472a300e2879ffc13c0538546c359b86f149cc19f6ac3/kiwisolver-1.4.9-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:39a219e1c81ae3b103643d2aedb90f1ef22650deb266ff12a19e7773f3e5f089", size = 66579 }, + { url = "https://files.pythonhosted.org/packages/31/a2/a12a503ac1fd4943c50f9822678e8015a790a13b5490354c68afb8489814/kiwisolver-1.4.9-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:2405a7d98604b87f3fc28b1716783534b1b4b8510d8142adca34ee0bc3c87543", size = 65309 }, + { url = "https://files.pythonhosted.org/packages/66/e1/e533435c0be77c3f64040d68d7a657771194a63c279f55573188161e81ca/kiwisolver-1.4.9-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:dc1ae486f9abcef254b5618dfb4113dd49f94c68e3e027d03cf0143f3f772b61", size = 1435596 }, + { url = "https://files.pythonhosted.org/packages/67/1e/51b73c7347f9aabdc7215aa79e8b15299097dc2f8e67dee2b095faca9cb0/kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8a1f570ce4d62d718dce3f179ee78dac3b545ac16c0c04bb363b7607a949c0d1", size = 1246548 }, + { url = "https://files.pythonhosted.org/packages/21/aa/72a1c5d1e430294f2d32adb9542719cfb441b5da368d09d268c7757af46c/kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cb27e7b78d716c591e88e0a09a2139c6577865d7f2e152488c2cc6257f460872", size = 1263618 }, + { url = "https://files.pythonhosted.org/packages/a3/af/db1509a9e79dbf4c260ce0cfa3903ea8945f6240e9e59d1e4deb731b1a40/kiwisolver-1.4.9-cp311-cp311-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:15163165efc2f627eb9687ea5f3a28137217d217ac4024893d753f46bce9de26", size = 1317437 }, + { url = "https://files.pythonhosted.org/packages/e0/f2/3ea5ee5d52abacdd12013a94130436e19969fa183faa1e7c7fbc89e9a42f/kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bdee92c56a71d2b24c33a7d4c2856bd6419d017e08caa7802d2963870e315028", size = 2195742 }, + { url = "https://files.pythonhosted.org/packages/6f/9b/1efdd3013c2d9a2566aa6a337e9923a00590c516add9a1e89a768a3eb2fc/kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:412f287c55a6f54b0650bd9b6dce5aceddb95864a1a90c87af16979d37c89771", size = 2290810 }, + { url = "https://files.pythonhosted.org/packages/fb/e5/cfdc36109ae4e67361f9bc5b41323648cb24a01b9ade18784657e022e65f/kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:2c93f00dcba2eea70af2be5f11a830a742fe6b579a1d4e00f47760ef13be247a", size = 2461579 }, + { url = "https://files.pythonhosted.org/packages/62/86/b589e5e86c7610842213994cdea5add00960076bef4ae290c5fa68589cac/kiwisolver-1.4.9-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f117e1a089d9411663a3207ba874f31be9ac8eaa5b533787024dc07aeb74f464", size = 2268071 }, + { url = "https://files.pythonhosted.org/packages/3b/c6/f8df8509fd1eee6c622febe54384a96cfaf4d43bf2ccec7a0cc17e4715c9/kiwisolver-1.4.9-cp311-cp311-win_amd64.whl", hash = "sha256:be6a04e6c79819c9a8c2373317d19a96048e5a3f90bec587787e86a1153883c2", size = 73840 }, + { url = "https://files.pythonhosted.org/packages/e2/2d/16e0581daafd147bc11ac53f032a2b45eabac897f42a338d0a13c1e5c436/kiwisolver-1.4.9-cp311-cp311-win_arm64.whl", hash = "sha256:0ae37737256ba2de764ddc12aed4956460277f00c4996d51a197e72f62f5eec7", size = 65159 }, + { url = "https://files.pythonhosted.org/packages/86/c9/13573a747838aeb1c76e3267620daa054f4152444d1f3d1a2324b78255b5/kiwisolver-1.4.9-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ac5a486ac389dddcc5bef4f365b6ae3ffff2c433324fb38dd35e3fab7c957999", size = 123686 }, + { url = "https://files.pythonhosted.org/packages/51/ea/2ecf727927f103ffd1739271ca19c424d0e65ea473fbaeea1c014aea93f6/kiwisolver-1.4.9-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f2ba92255faa7309d06fe44c3a4a97efe1c8d640c2a79a5ef728b685762a6fd2", size = 66460 }, + { url = "https://files.pythonhosted.org/packages/5b/5a/51f5464373ce2aeb5194508298a508b6f21d3867f499556263c64c621914/kiwisolver-1.4.9-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:4a2899935e724dd1074cb568ce7ac0dce28b2cd6ab539c8e001a8578eb106d14", size = 64952 }, + { url = "https://files.pythonhosted.org/packages/70/90/6d240beb0f24b74371762873e9b7f499f1e02166a2d9c5801f4dbf8fa12e/kiwisolver-1.4.9-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f6008a4919fdbc0b0097089f67a1eb55d950ed7e90ce2cc3e640abadd2757a04", size = 1474756 }, + { url = "https://files.pythonhosted.org/packages/12/42/f36816eaf465220f683fb711efdd1bbf7a7005a2473d0e4ed421389bd26c/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:67bb8b474b4181770f926f7b7d2f8c0248cbcb78b660fdd41a47054b28d2a752", size = 1276404 }, + { url = "https://files.pythonhosted.org/packages/2e/64/bc2de94800adc830c476dce44e9b40fd0809cddeef1fde9fcf0f73da301f/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2327a4a30d3ee07d2fbe2e7933e8a37c591663b96ce42a00bc67461a87d7df77", size = 1294410 }, + { url = "https://files.pythonhosted.org/packages/5f/42/2dc82330a70aa8e55b6d395b11018045e58d0bb00834502bf11509f79091/kiwisolver-1.4.9-cp312-cp312-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:7a08b491ec91b1d5053ac177afe5290adacf1f0f6307d771ccac5de30592d198", size = 1343631 }, + { url = "https://files.pythonhosted.org/packages/22/fd/f4c67a6ed1aab149ec5a8a401c323cee7a1cbe364381bb6c9c0d564e0e20/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d8fc5c867c22b828001b6a38d2eaeb88160bf5783c6cb4a5e440efc981ce286d", size = 2224963 }, + { url = "https://files.pythonhosted.org/packages/45/aa/76720bd4cb3713314677d9ec94dcc21ced3f1baf4830adde5bb9b2430a5f/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:3b3115b2581ea35bb6d1f24a4c90af37e5d9b49dcff267eeed14c3893c5b86ab", size = 2321295 }, + { url = "https://files.pythonhosted.org/packages/80/19/d3ec0d9ab711242f56ae0dc2fc5d70e298bb4a1f9dfab44c027668c673a1/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:858e4c22fb075920b96a291928cb7dea5644e94c0ee4fcd5af7e865655e4ccf2", size = 2487987 }, + { url = "https://files.pythonhosted.org/packages/39/e9/61e4813b2c97e86b6fdbd4dd824bf72d28bcd8d4849b8084a357bc0dd64d/kiwisolver-1.4.9-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ed0fecd28cc62c54b262e3736f8bb2512d8dcfdc2bcf08be5f47f96bf405b145", size = 2291817 }, + { url = "https://files.pythonhosted.org/packages/a0/41/85d82b0291db7504da3c2defe35c9a8a5c9803a730f297bd823d11d5fb77/kiwisolver-1.4.9-cp312-cp312-win_amd64.whl", hash = "sha256:f68208a520c3d86ea51acf688a3e3002615a7f0238002cccc17affecc86a8a54", size = 73895 }, + { url = "https://files.pythonhosted.org/packages/e2/92/5f3068cf15ee5cb624a0c7596e67e2a0bb2adee33f71c379054a491d07da/kiwisolver-1.4.9-cp312-cp312-win_arm64.whl", hash = "sha256:2c1a4f57df73965f3f14df20b80ee29e6a7930a57d2d9e8491a25f676e197c60", size = 64992 }, + { url = "https://files.pythonhosted.org/packages/31/c1/c2686cda909742ab66c7388e9a1a8521a59eb89f8bcfbee28fc980d07e24/kiwisolver-1.4.9-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a5d0432ccf1c7ab14f9949eec60c5d1f924f17c037e9f8b33352fa05799359b8", size = 123681 }, + { url = "https://files.pythonhosted.org/packages/ca/f0/f44f50c9f5b1a1860261092e3bc91ecdc9acda848a8b8c6abfda4a24dd5c/kiwisolver-1.4.9-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:efb3a45b35622bb6c16dbfab491a8f5a391fe0e9d45ef32f4df85658232ca0e2", size = 66464 }, + { url = "https://files.pythonhosted.org/packages/2d/7a/9d90a151f558e29c3936b8a47ac770235f436f2120aca41a6d5f3d62ae8d/kiwisolver-1.4.9-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:1a12cf6398e8a0a001a059747a1cbf24705e18fe413bc22de7b3d15c67cffe3f", size = 64961 }, + { url = "https://files.pythonhosted.org/packages/e9/e9/f218a2cb3a9ffbe324ca29a9e399fa2d2866d7f348ec3a88df87fc248fc5/kiwisolver-1.4.9-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b67e6efbf68e077dd71d1a6b37e43e1a99d0bff1a3d51867d45ee8908b931098", size = 1474607 }, + { url = "https://files.pythonhosted.org/packages/d9/28/aac26d4c882f14de59041636292bc838db8961373825df23b8eeb807e198/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5656aa670507437af0207645273ccdfee4f14bacd7f7c67a4306d0dcaeaf6eed", size = 1276546 }, + { url = "https://files.pythonhosted.org/packages/8b/ad/8bfc1c93d4cc565e5069162f610ba2f48ff39b7de4b5b8d93f69f30c4bed/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:bfc08add558155345129c7803b3671cf195e6a56e7a12f3dde7c57d9b417f525", size = 1294482 }, + { url = "https://files.pythonhosted.org/packages/da/f1/6aca55ff798901d8ce403206d00e033191f63d82dd708a186e0ed2067e9c/kiwisolver-1.4.9-cp313-cp313-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:40092754720b174e6ccf9e845d0d8c7d8e12c3d71e7fc35f55f3813e96376f78", size = 1343720 }, + { url = "https://files.pythonhosted.org/packages/d1/91/eed031876c595c81d90d0f6fc681ece250e14bf6998c3d7c419466b523b7/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:497d05f29a1300d14e02e6441cf0f5ee81c1ff5a304b0d9fb77423974684e08b", size = 2224907 }, + { url = "https://files.pythonhosted.org/packages/e9/ec/4d1925f2e49617b9cca9c34bfa11adefad49d00db038e692a559454dfb2e/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:bdd1a81a1860476eb41ac4bc1e07b3f07259e6d55bbf739b79c8aaedcf512799", size = 2321334 }, + { url = "https://files.pythonhosted.org/packages/43/cb/450cd4499356f68802750c6ddc18647b8ea01ffa28f50d20598e0befe6e9/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:e6b93f13371d341afee3be9f7c5964e3fe61d5fa30f6a30eb49856935dfe4fc3", size = 2488313 }, + { url = "https://files.pythonhosted.org/packages/71/67/fc76242bd99f885651128a5d4fa6083e5524694b7c88b489b1b55fdc491d/kiwisolver-1.4.9-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d75aa530ccfaa593da12834b86a0724f58bff12706659baa9227c2ccaa06264c", size = 2291970 }, + { url = "https://files.pythonhosted.org/packages/75/bd/f1a5d894000941739f2ae1b65a32892349423ad49c2e6d0771d0bad3fae4/kiwisolver-1.4.9-cp313-cp313-win_amd64.whl", hash = "sha256:dd0a578400839256df88c16abddf9ba14813ec5f21362e1fe65022e00c883d4d", size = 73894 }, + { url = "https://files.pythonhosted.org/packages/95/38/dce480814d25b99a391abbddadc78f7c117c6da34be68ca8b02d5848b424/kiwisolver-1.4.9-cp313-cp313-win_arm64.whl", hash = "sha256:d4188e73af84ca82468f09cadc5ac4db578109e52acb4518d8154698d3a87ca2", size = 64995 }, + { url = "https://files.pythonhosted.org/packages/e2/37/7d218ce5d92dadc5ebdd9070d903e0c7cf7edfe03f179433ac4d13ce659c/kiwisolver-1.4.9-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:5a0f2724dfd4e3b3ac5a82436a8e6fd16baa7d507117e4279b660fe8ca38a3a1", size = 126510 }, + { url = "https://files.pythonhosted.org/packages/23/b0/e85a2b48233daef4b648fb657ebbb6f8367696a2d9548a00b4ee0eb67803/kiwisolver-1.4.9-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:1b11d6a633e4ed84fc0ddafd4ebfd8ea49b3f25082c04ad12b8315c11d504dc1", size = 67903 }, + { url = "https://files.pythonhosted.org/packages/44/98/f2425bc0113ad7de24da6bb4dae1343476e95e1d738be7c04d31a5d037fd/kiwisolver-1.4.9-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:61874cdb0a36016354853593cffc38e56fc9ca5aa97d2c05d3dcf6922cd55a11", size = 66402 }, + { url = "https://files.pythonhosted.org/packages/98/d8/594657886df9f34c4177cc353cc28ca7e6e5eb562d37ccc233bff43bbe2a/kiwisolver-1.4.9-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:60c439763a969a6af93b4881db0eed8fadf93ee98e18cbc35bc8da868d0c4f0c", size = 1582135 }, + { url = "https://files.pythonhosted.org/packages/5c/c6/38a115b7170f8b306fc929e166340c24958347308ea3012c2b44e7e295db/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:92a2f997387a1b79a75e7803aa7ded2cfbe2823852ccf1ba3bcf613b62ae3197", size = 1389409 }, + { url = "https://files.pythonhosted.org/packages/bf/3b/e04883dace81f24a568bcee6eb3001da4ba05114afa622ec9b6fafdc1f5e/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a31d512c812daea6d8b3be3b2bfcbeb091dbb09177706569bcfc6240dcf8b41c", size = 1401763 }, + { url = "https://files.pythonhosted.org/packages/9f/80/20ace48e33408947af49d7d15c341eaee69e4e0304aab4b7660e234d6288/kiwisolver-1.4.9-cp313-cp313t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:52a15b0f35dad39862d376df10c5230155243a2c1a436e39eb55623ccbd68185", size = 1453643 }, + { url = "https://files.pythonhosted.org/packages/64/31/6ce4380a4cd1f515bdda976a1e90e547ccd47b67a1546d63884463c92ca9/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a30fd6fdef1430fd9e1ba7b3398b5ee4e2887783917a687d86ba69985fb08748", size = 2330818 }, + { url = "https://files.pythonhosted.org/packages/fa/e9/3f3fcba3bcc7432c795b82646306e822f3fd74df0ee81f0fa067a1f95668/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:cc9617b46837c6468197b5945e196ee9ca43057bb7d9d1ae688101e4e1dddf64", size = 2419963 }, + { url = "https://files.pythonhosted.org/packages/99/43/7320c50e4133575c66e9f7dadead35ab22d7c012a3b09bb35647792b2a6d/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:0ab74e19f6a2b027ea4f845a78827969af45ce790e6cb3e1ebab71bdf9f215ff", size = 2594639 }, + { url = "https://files.pythonhosted.org/packages/65/d6/17ae4a270d4a987ef8a385b906d2bdfc9fce502d6dc0d3aea865b47f548c/kiwisolver-1.4.9-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:dba5ee5d3981160c28d5490f0d1b7ed730c22470ff7f6cc26cfcfaacb9896a07", size = 2391741 }, + { url = "https://files.pythonhosted.org/packages/2a/8f/8f6f491d595a9e5912971f3f863d81baddccc8a4d0c3749d6a0dd9ffc9df/kiwisolver-1.4.9-cp313-cp313t-win_arm64.whl", hash = "sha256:0749fd8f4218ad2e851e11cc4dc05c7cbc0cbc4267bdfdb31782e65aace4ee9c", size = 68646 }, + { url = "https://files.pythonhosted.org/packages/6b/32/6cc0fbc9c54d06c2969faa9c1d29f5751a2e51809dd55c69055e62d9b426/kiwisolver-1.4.9-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:9928fe1eb816d11ae170885a74d074f57af3a0d65777ca47e9aeb854a1fba386", size = 123806 }, + { url = "https://files.pythonhosted.org/packages/b2/dd/2bfb1d4a4823d92e8cbb420fe024b8d2167f72079b3bb941207c42570bdf/kiwisolver-1.4.9-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d0005b053977e7b43388ddec89fa567f43d4f6d5c2c0affe57de5ebf290dc552", size = 66605 }, + { url = "https://files.pythonhosted.org/packages/f7/69/00aafdb4e4509c2ca6064646cba9cd4b37933898f426756adb2cb92ebbed/kiwisolver-1.4.9-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:2635d352d67458b66fd0667c14cb1d4145e9560d503219034a18a87e971ce4f3", size = 64925 }, + { url = "https://files.pythonhosted.org/packages/43/dc/51acc6791aa14e5cb6d8a2e28cefb0dc2886d8862795449d021334c0df20/kiwisolver-1.4.9-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:767c23ad1c58c9e827b649a9ab7809fd5fd9db266a9cf02b0e926ddc2c680d58", size = 1472414 }, + { url = "https://files.pythonhosted.org/packages/3d/bb/93fa64a81db304ac8a246f834d5094fae4b13baf53c839d6bb6e81177129/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:72d0eb9fba308b8311685c2268cf7d0a0639a6cd027d8128659f72bdd8a024b4", size = 1281272 }, + { url = "https://files.pythonhosted.org/packages/70/e6/6df102916960fb8d05069d4bd92d6d9a8202d5a3e2444494e7cd50f65b7a/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f68e4f3eeca8fb22cc3d731f9715a13b652795ef657a13df1ad0c7dc0e9731df", size = 1298578 }, + { url = "https://files.pythonhosted.org/packages/7c/47/e142aaa612f5343736b087864dbaebc53ea8831453fb47e7521fa8658f30/kiwisolver-1.4.9-cp314-cp314-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d84cd4061ae292d8ac367b2c3fa3aad11cb8625a95d135fe93f286f914f3f5a6", size = 1345607 }, + { url = "https://files.pythonhosted.org/packages/54/89/d641a746194a0f4d1a3670fb900d0dbaa786fb98341056814bc3f058fa52/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:a60ea74330b91bd22a29638940d115df9dc00af5035a9a2a6ad9399ffb4ceca5", size = 2230150 }, + { url = "https://files.pythonhosted.org/packages/aa/6b/5ee1207198febdf16ac11f78c5ae40861b809cbe0e6d2a8d5b0b3044b199/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:ce6a3a4e106cf35c2d9c4fa17c05ce0b180db622736845d4315519397a77beaf", size = 2325979 }, + { url = "https://files.pythonhosted.org/packages/fc/ff/b269eefd90f4ae14dcc74973d5a0f6d28d3b9bb1afd8c0340513afe6b39a/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:77937e5e2a38a7b48eef0585114fe7930346993a88060d0bf886086d2aa49ef5", size = 2491456 }, + { url = "https://files.pythonhosted.org/packages/fc/d4/10303190bd4d30de547534601e259a4fbf014eed94aae3e5521129215086/kiwisolver-1.4.9-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:24c175051354f4a28c5d6a31c93906dc653e2bf234e8a4bbfb964892078898ce", size = 2294621 }, + { url = "https://files.pythonhosted.org/packages/28/e0/a9a90416fce5c0be25742729c2ea52105d62eda6c4be4d803c2a7be1fa50/kiwisolver-1.4.9-cp314-cp314-win_amd64.whl", hash = "sha256:0763515d4df10edf6d06a3c19734e2566368980d21ebec439f33f9eb936c07b7", size = 75417 }, + { url = "https://files.pythonhosted.org/packages/1f/10/6949958215b7a9a264299a7db195564e87900f709db9245e4ebdd3c70779/kiwisolver-1.4.9-cp314-cp314-win_arm64.whl", hash = "sha256:0e4e2bf29574a6a7b7f6cb5fa69293b9f96c928949ac4a53ba3f525dffb87f9c", size = 66582 }, + { url = "https://files.pythonhosted.org/packages/ec/79/60e53067903d3bc5469b369fe0dfc6b3482e2133e85dae9daa9527535991/kiwisolver-1.4.9-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:d976bbb382b202f71c67f77b0ac11244021cfa3f7dfd9e562eefcea2df711548", size = 126514 }, + { url = "https://files.pythonhosted.org/packages/25/d1/4843d3e8d46b072c12a38c97c57fab4608d36e13fe47d47ee96b4d61ba6f/kiwisolver-1.4.9-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2489e4e5d7ef9a1c300a5e0196e43d9c739f066ef23270607d45aba368b91f2d", size = 67905 }, + { url = "https://files.pythonhosted.org/packages/8c/ae/29ffcbd239aea8b93108de1278271ae764dfc0d803a5693914975f200596/kiwisolver-1.4.9-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:e2ea9f7ab7fbf18fffb1b5434ce7c69a07582f7acc7717720f1d69f3e806f90c", size = 66399 }, + { url = "https://files.pythonhosted.org/packages/a1/ae/d7ba902aa604152c2ceba5d352d7b62106bedbccc8e95c3934d94472bfa3/kiwisolver-1.4.9-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b34e51affded8faee0dfdb705416153819d8ea9250bbbf7ea1b249bdeb5f1122", size = 1582197 }, + { url = "https://files.pythonhosted.org/packages/f2/41/27c70d427eddb8bc7e4f16420a20fefc6f480312122a59a959fdfe0445ad/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d8aacd3d4b33b772542b2e01beb50187536967b514b00003bdda7589722d2a64", size = 1390125 }, + { url = "https://files.pythonhosted.org/packages/41/42/b3799a12bafc76d962ad69083f8b43b12bf4fe78b097b12e105d75c9b8f1/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7cf974dd4e35fa315563ac99d6287a1024e4dc2077b8a7d7cd3d2fb65d283134", size = 1402612 }, + { url = "https://files.pythonhosted.org/packages/d2/b5/a210ea073ea1cfaca1bb5c55a62307d8252f531beb364e18aa1e0888b5a0/kiwisolver-1.4.9-cp314-cp314t-manylinux_2_24_s390x.manylinux_2_28_s390x.whl", hash = "sha256:85bd218b5ecfbee8c8a82e121802dcb519a86044c9c3b2e4aef02fa05c6da370", size = 1453990 }, + { url = "https://files.pythonhosted.org/packages/5f/ce/a829eb8c033e977d7ea03ed32fb3c1781b4fa0433fbadfff29e39c676f32/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:0856e241c2d3df4efef7c04a1e46b1936b6120c9bcf36dd216e3acd84bc4fb21", size = 2331601 }, + { url = "https://files.pythonhosted.org/packages/e0/4b/b5e97eb142eb9cd0072dacfcdcd31b1c66dc7352b0f7c7255d339c0edf00/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:9af39d6551f97d31a4deebeac6f45b156f9755ddc59c07b402c148f5dbb6482a", size = 2422041 }, + { url = "https://files.pythonhosted.org/packages/40/be/8eb4cd53e1b85ba4edc3a9321666f12b83113a178845593307a3e7891f44/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:bb4ae2b57fc1d8cbd1cf7b1d9913803681ffa903e7488012be5b76dedf49297f", size = 2594897 }, + { url = "https://files.pythonhosted.org/packages/99/dd/841e9a66c4715477ea0abc78da039832fbb09dac5c35c58dc4c41a407b8a/kiwisolver-1.4.9-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:aedff62918805fb62d43a4aa2ecd4482c380dc76cd31bd7c8878588a61bd0369", size = 2391835 }, + { url = "https://files.pythonhosted.org/packages/0c/28/4b2e5c47a0da96896fdfdb006340ade064afa1e63675d01ea5ac222b6d52/kiwisolver-1.4.9-cp314-cp314t-win_amd64.whl", hash = "sha256:1fa333e8b2ce4d9660f2cda9c0e1b6bafcfb2457a9d259faa82289e73ec24891", size = 79988 }, + { url = "https://files.pythonhosted.org/packages/80/be/3578e8afd18c88cdf9cb4cffde75a96d2be38c5a903f1ed0ceec061bd09e/kiwisolver-1.4.9-cp314-cp314t-win_arm64.whl", hash = "sha256:4a48a2ce79d65d363597ef7b567ce3d14d68783d2b2263d98db3d9477805ba32", size = 70260 }, + { url = "https://files.pythonhosted.org/packages/a2/63/fde392691690f55b38d5dd7b3710f5353bf7a8e52de93a22968801ab8978/kiwisolver-1.4.9-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:4d1d9e582ad4d63062d34077a9a1e9f3c34088a2ec5135b1f7190c07cf366527", size = 60183 }, + { url = "https://files.pythonhosted.org/packages/27/b1/6aad34edfdb7cced27f371866f211332bba215bfd918ad3322a58f480d8b/kiwisolver-1.4.9-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:deed0c7258ceb4c44ad5ec7d9918f9f14fd05b2be86378d86cf50e63d1e7b771", size = 58675 }, + { url = "https://files.pythonhosted.org/packages/9d/1a/23d855a702bb35a76faed5ae2ba3de57d323f48b1f6b17ee2176c4849463/kiwisolver-1.4.9-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0a590506f303f512dff6b7f75fd2fd18e16943efee932008fe7140e5fa91d80e", size = 80277 }, + { url = "https://files.pythonhosted.org/packages/5a/5b/5239e3c2b8fb5afa1e8508f721bb77325f740ab6994d963e61b2b7abcc1e/kiwisolver-1.4.9-pp310-pypy310_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e09c2279a4d01f099f52d5c4b3d9e208e91edcbd1a175c9662a8b16e000fece9", size = 77994 }, + { url = "https://files.pythonhosted.org/packages/f9/1c/5d4d468fb16f8410e596ed0eac02d2c68752aa7dc92997fe9d60a7147665/kiwisolver-1.4.9-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:c9e7cdf45d594ee04d5be1b24dd9d49f3d1590959b2271fb30b5ca2b262c00fb", size = 73744 }, + { url = "https://files.pythonhosted.org/packages/a3/0f/36d89194b5a32c054ce93e586d4049b6c2c22887b0eb229c61c68afd3078/kiwisolver-1.4.9-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:720e05574713db64c356e86732c0f3c5252818d05f9df320f0ad8380641acea5", size = 60104 }, + { url = "https://files.pythonhosted.org/packages/52/ba/4ed75f59e4658fd21fe7dde1fee0ac397c678ec3befba3fe6482d987af87/kiwisolver-1.4.9-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:17680d737d5335b552994a2008fab4c851bcd7de33094a82067ef3a576ff02fa", size = 58592 }, + { url = "https://files.pythonhosted.org/packages/33/01/a8ea7c5ea32a9b45ceeaee051a04c8ed4320f5add3c51bfa20879b765b70/kiwisolver-1.4.9-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:85b5352f94e490c028926ea567fc569c52ec79ce131dadb968d3853e809518c2", size = 80281 }, + { url = "https://files.pythonhosted.org/packages/da/e3/dbd2ecdce306f1d07a1aaf324817ee993aab7aee9db47ceac757deabafbe/kiwisolver-1.4.9-pp311-pypy311_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:464415881e4801295659462c49461a24fb107c140de781d55518c4b80cb6790f", size = 78009 }, + { url = "https://files.pythonhosted.org/packages/da/e9/0d4add7873a73e462aeb45c036a2dead2562b825aa46ba326727b3f31016/kiwisolver-1.4.9-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:fb940820c63a9590d31d88b815e7a3aa5915cad3ce735ab45f0c730b39547de1", size = 73929 }, ] [[package]] @@ -2750,9 +2746,9 @@ dependencies = [ { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "wrapt", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/e0/c6/1bdb6c68ebc2b7d3875861cf99715e227bcd909a758df8af329f81f6e7af/langfuse-3.9.0.tar.gz", hash = "sha256:ed02744ab184a320dba5662be09be21441a467cc84db7e9a67c8bb6baec9fb5c", size = 201850, upload-time = "2025-11-03T10:25:49.577Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e0/c6/1bdb6c68ebc2b7d3875861cf99715e227bcd909a758df8af329f81f6e7af/langfuse-3.9.0.tar.gz", hash = "sha256:ed02744ab184a320dba5662be09be21441a467cc84db7e9a67c8bb6baec9fb5c", size = 201850 } wheels = [ - { url = "https://files.pythonhosted.org/packages/66/de/66ab298aecc0b50465824e7db5df77e43f872dcd8642d3c91d11be3ac6f7/langfuse-3.9.0-py3-none-any.whl", hash = "sha256:de46c47717822de46ad4a2563be5d775ca896dc4d0955a83b4d12e1ce5e249a9", size = 369620, upload-time = "2025-11-03T10:25:47.747Z" }, + { url = "https://files.pythonhosted.org/packages/66/de/66ab298aecc0b50465824e7db5df77e43f872dcd8642d3c91d11be3ac6f7/langfuse-3.9.0-py3-none-any.whl", hash = "sha256:de46c47717822de46ad4a2563be5d775ca896dc4d0955a83b4d12e1ce5e249a9", size = 369620 }, ] [[package]] @@ -2773,9 +2769,9 @@ dependencies = [ { name = "tiktoken", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "tokenizers", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/d4/12/1c30f1019892399a488ed60ebcdfed3e2603123d9591030abc8c702ff37a/litellm-1.79.1.tar.gz", hash = "sha256:c1cf0232c01e7ad4b8442d2cdd78973ce74dfda37ad1d9f0ec3c911510e26523", size = 11216675, upload-time = "2025-11-01T19:22:05.523Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d4/12/1c30f1019892399a488ed60ebcdfed3e2603123d9591030abc8c702ff37a/litellm-1.79.1.tar.gz", hash = "sha256:c1cf0232c01e7ad4b8442d2cdd78973ce74dfda37ad1d9f0ec3c911510e26523", size = 11216675 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2f/e4/ac5905dfe9c0c195e59c36ea431277090dd2aa1acbcc514f781fa87a5903/litellm-1.79.1-py3-none-any.whl", hash = "sha256:738f7bf36b31514ac11cc71f65718238b57696fcf22f8b3f1e57c44daf17a569", size = 10285849, upload-time = "2025-11-01T19:22:01.637Z" }, + { url = "https://files.pythonhosted.org/packages/2f/e4/ac5905dfe9c0c195e59c36ea431277090dd2aa1acbcc514f781fa87a5903/litellm-1.79.1-py3-none-any.whl", hash = "sha256:738f7bf36b31514ac11cc71f65718238b57696fcf22f8b3f1e57c44daf17a569", size = 10285849 }, ] [package.optional-dependencies] @@ -2809,18 +2805,18 @@ proxy = [ name = "litellm-enterprise" version = "0.1.20" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e3/ae/5478c23dad4e63b8fb01387a1d17b05c8b62a0182f76101a86eca74104c1/litellm_enterprise-0.1.20.tar.gz", hash = "sha256:f6b8dd75b53bd835c68caf6402a8bae744a150db7bb6b0e617178c6056ac6c01", size = 61379, upload-time = "2025-09-19T02:13:03.204Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e3/ae/5478c23dad4e63b8fb01387a1d17b05c8b62a0182f76101a86eca74104c1/litellm_enterprise-0.1.20.tar.gz", hash = "sha256:f6b8dd75b53bd835c68caf6402a8bae744a150db7bb6b0e617178c6056ac6c01", size = 61379 } wheels = [ - { url = "https://files.pythonhosted.org/packages/6b/e2/3d113fe5262577d92ca2ace2454ad042be9c01c62bf1e44be4e2d12b2cc5/litellm_enterprise-0.1.20-py3-none-any.whl", hash = "sha256:744a79956a8cd7748ef4c3f40d5a564c61519834e706beafbc0b931162773ae8", size = 120792, upload-time = "2025-09-19T02:13:02.159Z" }, + { url = "https://files.pythonhosted.org/packages/6b/e2/3d113fe5262577d92ca2ace2454ad042be9c01c62bf1e44be4e2d12b2cc5/litellm_enterprise-0.1.20-py3-none-any.whl", hash = "sha256:744a79956a8cd7748ef4c3f40d5a564c61519834e706beafbc0b931162773ae8", size = 120792 }, ] [[package]] name = "litellm-proxy-extras" version = "0.2.31" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/30/ce/007a87b17834c5a24e15798ae32dd156d77528b12f086f4176bb7e3f4401/litellm_proxy_extras-0.2.31.tar.gz", hash = "sha256:6d4c96dfe28fa439eaf4e8d19b73718530bc2c59cd1e4cf560388c6bce5476bb", size = 16648, upload-time = "2025-11-01T01:18:47.596Z" } +sdist = { url = "https://files.pythonhosted.org/packages/30/ce/007a87b17834c5a24e15798ae32dd156d77528b12f086f4176bb7e3f4401/litellm_proxy_extras-0.2.31.tar.gz", hash = "sha256:6d4c96dfe28fa439eaf4e8d19b73718530bc2c59cd1e4cf560388c6bce5476bb", size = 16648 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e4/5f/6a0add2cac34a370da62d3bf7476035f5f10519740dfe78410256f8945b1/litellm_proxy_extras-0.2.31-py3-none-any.whl", hash = "sha256:7a66ae2810e451977fb1dfed6dac81971c6a4efbce7d57c896dce280b50ce359", size = 34130, upload-time = "2025-11-01T01:18:46.485Z" }, + { url = "https://files.pythonhosted.org/packages/e4/5f/6a0add2cac34a370da62d3bf7476035f5f10519740dfe78410256f8945b1/litellm_proxy_extras-0.2.31-py3-none-any.whl", hash = "sha256:7a66ae2810e451977fb1dfed6dac81971c6a4efbce7d57c896dce280b50ce359", size = 34130 }, ] [[package]] @@ -2831,9 +2827,9 @@ dependencies = [ { name = "colorama", marker = "sys_platform == 'win32'" }, { name = "win32-setctime", marker = "sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/3a/05/a1dae3dffd1116099471c643b8924f5aa6524411dc6c63fdae648c4f1aca/loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6", size = 63559, upload-time = "2024-12-06T11:20:56.608Z" } +sdist = { url = "https://files.pythonhosted.org/packages/3a/05/a1dae3dffd1116099471c643b8924f5aa6524411dc6c63fdae648c4f1aca/loguru-0.7.3.tar.gz", hash = "sha256:19480589e77d47b8d85b2c827ad95d49bf31b0dcde16593892eb51dd18706eb6", size = 63559 } wheels = [ - { url = "https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c", size = 61595, upload-time = "2024-12-06T11:20:54.538Z" }, + { url = "https://files.pythonhosted.org/packages/0c/29/0348de65b8cc732daa3e33e67806420b2ae89bdce2b04af740289c5c6c8c/loguru-0.7.3-py3-none-any.whl", hash = "sha256:31a33c10c8e1e10422bfd431aeb5d351c7cf7fa671e3c4df004162264b28220c", size = 61595 }, ] [[package]] @@ -2843,94 +2839,94 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "mdurl", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/5b/f5/4ec618ed16cc4f8fb3b701563655a69816155e79e24a17b651541804721d/markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3", size = 73070, upload-time = "2025-08-11T12:57:52.854Z" } +sdist = { url = "https://files.pythonhosted.org/packages/5b/f5/4ec618ed16cc4f8fb3b701563655a69816155e79e24a17b651541804721d/markdown_it_py-4.0.0.tar.gz", hash = "sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3", size = 73070 } wheels = [ - { url = "https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147", size = 87321, upload-time = "2025-08-11T12:57:51.923Z" }, + { url = "https://files.pythonhosted.org/packages/94/54/e7d793b573f298e1c9013b8c4dade17d481164aa517d1d7148619c2cedbf/markdown_it_py-4.0.0-py3-none-any.whl", hash = "sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147", size = 87321 }, ] [[package]] name = "markupsafe" version = "3.0.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698", size = 80313, upload-time = "2025-09-27T18:37:40.426Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/e8/4b/3541d44f3937ba468b75da9eebcae497dcf67adb65caa16760b0a6807ebb/markupsafe-3.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559", size = 11631, upload-time = "2025-09-27T18:36:05.558Z" }, - { url = "https://files.pythonhosted.org/packages/98/1b/fbd8eed11021cabd9226c37342fa6ca4e8a98d8188a8d9b66740494960e4/markupsafe-3.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419", size = 12057, upload-time = "2025-09-27T18:36:07.165Z" }, - { url = "https://files.pythonhosted.org/packages/40/01/e560d658dc0bb8ab762670ece35281dec7b6c1b33f5fbc09ebb57a185519/markupsafe-3.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695", size = 22050, upload-time = "2025-09-27T18:36:08.005Z" }, - { url = "https://files.pythonhosted.org/packages/af/cd/ce6e848bbf2c32314c9b237839119c5a564a59725b53157c856e90937b7a/markupsafe-3.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591", size = 20681, upload-time = "2025-09-27T18:36:08.881Z" }, - { url = "https://files.pythonhosted.org/packages/c9/2a/b5c12c809f1c3045c4d580b035a743d12fcde53cf685dbc44660826308da/markupsafe-3.0.3-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c", size = 20705, upload-time = "2025-09-27T18:36:10.131Z" }, - { url = "https://files.pythonhosted.org/packages/cf/e3/9427a68c82728d0a88c50f890d0fc072a1484de2f3ac1ad0bfc1a7214fd5/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f", size = 21524, upload-time = "2025-09-27T18:36:11.324Z" }, - { url = "https://files.pythonhosted.org/packages/bc/36/23578f29e9e582a4d0278e009b38081dbe363c5e7165113fad546918a232/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6", size = 20282, upload-time = "2025-09-27T18:36:12.573Z" }, - { url = "https://files.pythonhosted.org/packages/56/21/dca11354e756ebd03e036bd8ad58d6d7168c80ce1fe5e75218e4945cbab7/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1", size = 20745, upload-time = "2025-09-27T18:36:13.504Z" }, - { url = "https://files.pythonhosted.org/packages/87/99/faba9369a7ad6e4d10b6a5fbf71fa2a188fe4a593b15f0963b73859a1bbd/markupsafe-3.0.3-cp310-cp310-win32.whl", hash = "sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa", size = 14571, upload-time = "2025-09-27T18:36:14.779Z" }, - { url = "https://files.pythonhosted.org/packages/d6/25/55dc3ab959917602c96985cb1253efaa4ff42f71194bddeb61eb7278b8be/markupsafe-3.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8", size = 15056, upload-time = "2025-09-27T18:36:16.125Z" }, - { url = "https://files.pythonhosted.org/packages/d0/9e/0a02226640c255d1da0b8d12e24ac2aa6734da68bff14c05dd53b94a0fc3/markupsafe-3.0.3-cp310-cp310-win_arm64.whl", hash = "sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1", size = 13932, upload-time = "2025-09-27T18:36:17.311Z" }, - { url = "https://files.pythonhosted.org/packages/08/db/fefacb2136439fc8dd20e797950e749aa1f4997ed584c62cfb8ef7c2be0e/markupsafe-3.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad", size = 11631, upload-time = "2025-09-27T18:36:18.185Z" }, - { url = "https://files.pythonhosted.org/packages/e1/2e/5898933336b61975ce9dc04decbc0a7f2fee78c30353c5efba7f2d6ff27a/markupsafe-3.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a", size = 12058, upload-time = "2025-09-27T18:36:19.444Z" }, - { url = "https://files.pythonhosted.org/packages/1d/09/adf2df3699d87d1d8184038df46a9c80d78c0148492323f4693df54e17bb/markupsafe-3.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50", size = 24287, upload-time = "2025-09-27T18:36:20.768Z" }, - { url = "https://files.pythonhosted.org/packages/30/ac/0273f6fcb5f42e314c6d8cd99effae6a5354604d461b8d392b5ec9530a54/markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf", size = 22940, upload-time = "2025-09-27T18:36:22.249Z" }, - { url = "https://files.pythonhosted.org/packages/19/ae/31c1be199ef767124c042c6c3e904da327a2f7f0cd63a0337e1eca2967a8/markupsafe-3.0.3-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f", size = 21887, upload-time = "2025-09-27T18:36:23.535Z" }, - { url = "https://files.pythonhosted.org/packages/b2/76/7edcab99d5349a4532a459e1fe64f0b0467a3365056ae550d3bcf3f79e1e/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a", size = 23692, upload-time = "2025-09-27T18:36:24.823Z" }, - { url = "https://files.pythonhosted.org/packages/a4/28/6e74cdd26d7514849143d69f0bf2399f929c37dc2b31e6829fd2045b2765/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115", size = 21471, upload-time = "2025-09-27T18:36:25.95Z" }, - { url = "https://files.pythonhosted.org/packages/62/7e/a145f36a5c2945673e590850a6f8014318d5577ed7e5920a4b3448e0865d/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a", size = 22923, upload-time = "2025-09-27T18:36:27.109Z" }, - { url = "https://files.pythonhosted.org/packages/0f/62/d9c46a7f5c9adbeeeda52f5b8d802e1094e9717705a645efc71b0913a0a8/markupsafe-3.0.3-cp311-cp311-win32.whl", hash = "sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19", size = 14572, upload-time = "2025-09-27T18:36:28.045Z" }, - { url = "https://files.pythonhosted.org/packages/83/8a/4414c03d3f891739326e1783338e48fb49781cc915b2e0ee052aa490d586/markupsafe-3.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01", size = 15077, upload-time = "2025-09-27T18:36:29.025Z" }, - { url = "https://files.pythonhosted.org/packages/35/73/893072b42e6862f319b5207adc9ae06070f095b358655f077f69a35601f0/markupsafe-3.0.3-cp311-cp311-win_arm64.whl", hash = "sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c", size = 13876, upload-time = "2025-09-27T18:36:29.954Z" }, - { url = "https://files.pythonhosted.org/packages/5a/72/147da192e38635ada20e0a2e1a51cf8823d2119ce8883f7053879c2199b5/markupsafe-3.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e", size = 11615, upload-time = "2025-09-27T18:36:30.854Z" }, - { url = "https://files.pythonhosted.org/packages/9a/81/7e4e08678a1f98521201c3079f77db69fb552acd56067661f8c2f534a718/markupsafe-3.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce", size = 12020, upload-time = "2025-09-27T18:36:31.971Z" }, - { url = "https://files.pythonhosted.org/packages/1e/2c/799f4742efc39633a1b54a92eec4082e4f815314869865d876824c257c1e/markupsafe-3.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d", size = 24332, upload-time = "2025-09-27T18:36:32.813Z" }, - { url = "https://files.pythonhosted.org/packages/3c/2e/8d0c2ab90a8c1d9a24f0399058ab8519a3279d1bd4289511d74e909f060e/markupsafe-3.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d", size = 22947, upload-time = "2025-09-27T18:36:33.86Z" }, - { url = "https://files.pythonhosted.org/packages/2c/54/887f3092a85238093a0b2154bd629c89444f395618842e8b0c41783898ea/markupsafe-3.0.3-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a", size = 21962, upload-time = "2025-09-27T18:36:35.099Z" }, - { url = "https://files.pythonhosted.org/packages/c9/2f/336b8c7b6f4a4d95e91119dc8521402461b74a485558d8f238a68312f11c/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b", size = 23760, upload-time = "2025-09-27T18:36:36.001Z" }, - { url = "https://files.pythonhosted.org/packages/32/43/67935f2b7e4982ffb50a4d169b724d74b62a3964bc1a9a527f5ac4f1ee2b/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f", size = 21529, upload-time = "2025-09-27T18:36:36.906Z" }, - { url = "https://files.pythonhosted.org/packages/89/e0/4486f11e51bbba8b0c041098859e869e304d1c261e59244baa3d295d47b7/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b", size = 23015, upload-time = "2025-09-27T18:36:37.868Z" }, - { url = "https://files.pythonhosted.org/packages/2f/e1/78ee7a023dac597a5825441ebd17170785a9dab23de95d2c7508ade94e0e/markupsafe-3.0.3-cp312-cp312-win32.whl", hash = "sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d", size = 14540, upload-time = "2025-09-27T18:36:38.761Z" }, - { url = "https://files.pythonhosted.org/packages/aa/5b/bec5aa9bbbb2c946ca2733ef9c4ca91c91b6a24580193e891b5f7dbe8e1e/markupsafe-3.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c", size = 15105, upload-time = "2025-09-27T18:36:39.701Z" }, - { url = "https://files.pythonhosted.org/packages/e5/f1/216fc1bbfd74011693a4fd837e7026152e89c4bcf3e77b6692fba9923123/markupsafe-3.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f", size = 13906, upload-time = "2025-09-27T18:36:40.689Z" }, - { url = "https://files.pythonhosted.org/packages/38/2f/907b9c7bbba283e68f20259574b13d005c121a0fa4c175f9bed27c4597ff/markupsafe-3.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795", size = 11622, upload-time = "2025-09-27T18:36:41.777Z" }, - { url = "https://files.pythonhosted.org/packages/9c/d9/5f7756922cdd676869eca1c4e3c0cd0df60ed30199ffd775e319089cb3ed/markupsafe-3.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219", size = 12029, upload-time = "2025-09-27T18:36:43.257Z" }, - { url = "https://files.pythonhosted.org/packages/00/07/575a68c754943058c78f30db02ee03a64b3c638586fba6a6dd56830b30a3/markupsafe-3.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6", size = 24374, upload-time = "2025-09-27T18:36:44.508Z" }, - { url = "https://files.pythonhosted.org/packages/a9/21/9b05698b46f218fc0e118e1f8168395c65c8a2c750ae2bab54fc4bd4e0e8/markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676", size = 22980, upload-time = "2025-09-27T18:36:45.385Z" }, - { url = "https://files.pythonhosted.org/packages/7f/71/544260864f893f18b6827315b988c146b559391e6e7e8f7252839b1b846a/markupsafe-3.0.3-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9", size = 21990, upload-time = "2025-09-27T18:36:46.916Z" }, - { url = "https://files.pythonhosted.org/packages/c2/28/b50fc2f74d1ad761af2f5dcce7492648b983d00a65b8c0e0cb457c82ebbe/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1", size = 23784, upload-time = "2025-09-27T18:36:47.884Z" }, - { url = "https://files.pythonhosted.org/packages/ed/76/104b2aa106a208da8b17a2fb72e033a5a9d7073c68f7e508b94916ed47a9/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc", size = 21588, upload-time = "2025-09-27T18:36:48.82Z" }, - { url = "https://files.pythonhosted.org/packages/b5/99/16a5eb2d140087ebd97180d95249b00a03aa87e29cc224056274f2e45fd6/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12", size = 23041, upload-time = "2025-09-27T18:36:49.797Z" }, - { url = "https://files.pythonhosted.org/packages/19/bc/e7140ed90c5d61d77cea142eed9f9c303f4c4806f60a1044c13e3f1471d0/markupsafe-3.0.3-cp313-cp313-win32.whl", hash = "sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed", size = 14543, upload-time = "2025-09-27T18:36:51.584Z" }, - { url = "https://files.pythonhosted.org/packages/05/73/c4abe620b841b6b791f2edc248f556900667a5a1cf023a6646967ae98335/markupsafe-3.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5", size = 15113, upload-time = "2025-09-27T18:36:52.537Z" }, - { url = "https://files.pythonhosted.org/packages/f0/3a/fa34a0f7cfef23cf9500d68cb7c32dd64ffd58a12b09225fb03dd37d5b80/markupsafe-3.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485", size = 13911, upload-time = "2025-09-27T18:36:53.513Z" }, - { url = "https://files.pythonhosted.org/packages/e4/d7/e05cd7efe43a88a17a37b3ae96e79a19e846f3f456fe79c57ca61356ef01/markupsafe-3.0.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73", size = 11658, upload-time = "2025-09-27T18:36:54.819Z" }, - { url = "https://files.pythonhosted.org/packages/99/9e/e412117548182ce2148bdeacdda3bb494260c0b0184360fe0d56389b523b/markupsafe-3.0.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37", size = 12066, upload-time = "2025-09-27T18:36:55.714Z" }, - { url = "https://files.pythonhosted.org/packages/bc/e6/fa0ffcda717ef64a5108eaa7b4f5ed28d56122c9a6d70ab8b72f9f715c80/markupsafe-3.0.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19", size = 25639, upload-time = "2025-09-27T18:36:56.908Z" }, - { url = "https://files.pythonhosted.org/packages/96/ec/2102e881fe9d25fc16cb4b25d5f5cde50970967ffa5dddafdb771237062d/markupsafe-3.0.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025", size = 23569, upload-time = "2025-09-27T18:36:57.913Z" }, - { url = "https://files.pythonhosted.org/packages/4b/30/6f2fce1f1f205fc9323255b216ca8a235b15860c34b6798f810f05828e32/markupsafe-3.0.3-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6", size = 23284, upload-time = "2025-09-27T18:36:58.833Z" }, - { url = "https://files.pythonhosted.org/packages/58/47/4a0ccea4ab9f5dcb6f79c0236d954acb382202721e704223a8aafa38b5c8/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f", size = 24801, upload-time = "2025-09-27T18:36:59.739Z" }, - { url = "https://files.pythonhosted.org/packages/6a/70/3780e9b72180b6fecb83a4814d84c3bf4b4ae4bf0b19c27196104149734c/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb", size = 22769, upload-time = "2025-09-27T18:37:00.719Z" }, - { url = "https://files.pythonhosted.org/packages/98/c5/c03c7f4125180fc215220c035beac6b9cb684bc7a067c84fc69414d315f5/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009", size = 23642, upload-time = "2025-09-27T18:37:01.673Z" }, - { url = "https://files.pythonhosted.org/packages/80/d6/2d1b89f6ca4bff1036499b1e29a1d02d282259f3681540e16563f27ebc23/markupsafe-3.0.3-cp313-cp313t-win32.whl", hash = "sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354", size = 14612, upload-time = "2025-09-27T18:37:02.639Z" }, - { url = "https://files.pythonhosted.org/packages/2b/98/e48a4bfba0a0ffcf9925fe2d69240bfaa19c6f7507b8cd09c70684a53c1e/markupsafe-3.0.3-cp313-cp313t-win_amd64.whl", hash = "sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218", size = 15200, upload-time = "2025-09-27T18:37:03.582Z" }, - { url = "https://files.pythonhosted.org/packages/0e/72/e3cc540f351f316e9ed0f092757459afbc595824ca724cbc5a5d4263713f/markupsafe-3.0.3-cp313-cp313t-win_arm64.whl", hash = "sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287", size = 13973, upload-time = "2025-09-27T18:37:04.929Z" }, - { url = "https://files.pythonhosted.org/packages/33/8a/8e42d4838cd89b7dde187011e97fe6c3af66d8c044997d2183fbd6d31352/markupsafe-3.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe", size = 11619, upload-time = "2025-09-27T18:37:06.342Z" }, - { url = "https://files.pythonhosted.org/packages/b5/64/7660f8a4a8e53c924d0fa05dc3a55c9cee10bbd82b11c5afb27d44b096ce/markupsafe-3.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026", size = 12029, upload-time = "2025-09-27T18:37:07.213Z" }, - { url = "https://files.pythonhosted.org/packages/da/ef/e648bfd021127bef5fa12e1720ffed0c6cbb8310c8d9bea7266337ff06de/markupsafe-3.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737", size = 24408, upload-time = "2025-09-27T18:37:09.572Z" }, - { url = "https://files.pythonhosted.org/packages/41/3c/a36c2450754618e62008bf7435ccb0f88053e07592e6028a34776213d877/markupsafe-3.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97", size = 23005, upload-time = "2025-09-27T18:37:10.58Z" }, - { url = "https://files.pythonhosted.org/packages/bc/20/b7fdf89a8456b099837cd1dc21974632a02a999ec9bf7ca3e490aacd98e7/markupsafe-3.0.3-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d", size = 22048, upload-time = "2025-09-27T18:37:11.547Z" }, - { url = "https://files.pythonhosted.org/packages/9a/a7/591f592afdc734f47db08a75793a55d7fbcc6902a723ae4cfbab61010cc5/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda", size = 23821, upload-time = "2025-09-27T18:37:12.48Z" }, - { url = "https://files.pythonhosted.org/packages/7d/33/45b24e4f44195b26521bc6f1a82197118f74df348556594bd2262bda1038/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf", size = 21606, upload-time = "2025-09-27T18:37:13.485Z" }, - { url = "https://files.pythonhosted.org/packages/ff/0e/53dfaca23a69fbfbbf17a4b64072090e70717344c52eaaaa9c5ddff1e5f0/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe", size = 23043, upload-time = "2025-09-27T18:37:14.408Z" }, - { url = "https://files.pythonhosted.org/packages/46/11/f333a06fc16236d5238bfe74daccbca41459dcd8d1fa952e8fbd5dccfb70/markupsafe-3.0.3-cp314-cp314-win32.whl", hash = "sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9", size = 14747, upload-time = "2025-09-27T18:37:15.36Z" }, - { url = "https://files.pythonhosted.org/packages/28/52/182836104b33b444e400b14f797212f720cbc9ed6ba34c800639d154e821/markupsafe-3.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581", size = 15341, upload-time = "2025-09-27T18:37:16.496Z" }, - { url = "https://files.pythonhosted.org/packages/6f/18/acf23e91bd94fd7b3031558b1f013adfa21a8e407a3fdb32745538730382/markupsafe-3.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4", size = 14073, upload-time = "2025-09-27T18:37:17.476Z" }, - { url = "https://files.pythonhosted.org/packages/3c/f0/57689aa4076e1b43b15fdfa646b04653969d50cf30c32a102762be2485da/markupsafe-3.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab", size = 11661, upload-time = "2025-09-27T18:37:18.453Z" }, - { url = "https://files.pythonhosted.org/packages/89/c3/2e67a7ca217c6912985ec766c6393b636fb0c2344443ff9d91404dc4c79f/markupsafe-3.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175", size = 12069, upload-time = "2025-09-27T18:37:19.332Z" }, - { url = "https://files.pythonhosted.org/packages/f0/00/be561dce4e6ca66b15276e184ce4b8aec61fe83662cce2f7d72bd3249d28/markupsafe-3.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634", size = 25670, upload-time = "2025-09-27T18:37:20.245Z" }, - { url = "https://files.pythonhosted.org/packages/50/09/c419f6f5a92e5fadde27efd190eca90f05e1261b10dbd8cbcb39cd8ea1dc/markupsafe-3.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50", size = 23598, upload-time = "2025-09-27T18:37:21.177Z" }, - { url = "https://files.pythonhosted.org/packages/22/44/a0681611106e0b2921b3033fc19bc53323e0b50bc70cffdd19f7d679bb66/markupsafe-3.0.3-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e", size = 23261, upload-time = "2025-09-27T18:37:22.167Z" }, - { url = "https://files.pythonhosted.org/packages/5f/57/1b0b3f100259dc9fffe780cfb60d4be71375510e435efec3d116b6436d43/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5", size = 24835, upload-time = "2025-09-27T18:37:23.296Z" }, - { url = "https://files.pythonhosted.org/packages/26/6a/4bf6d0c97c4920f1597cc14dd720705eca0bf7c787aebc6bb4d1bead5388/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523", size = 22733, upload-time = "2025-09-27T18:37:24.237Z" }, - { url = "https://files.pythonhosted.org/packages/14/c7/ca723101509b518797fedc2fdf79ba57f886b4aca8a7d31857ba3ee8281f/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc", size = 23672, upload-time = "2025-09-27T18:37:25.271Z" }, - { url = "https://files.pythonhosted.org/packages/fb/df/5bd7a48c256faecd1d36edc13133e51397e41b73bb77e1a69deab746ebac/markupsafe-3.0.3-cp314-cp314t-win32.whl", hash = "sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d", size = 14819, upload-time = "2025-09-27T18:37:26.285Z" }, - { url = "https://files.pythonhosted.org/packages/1a/8a/0402ba61a2f16038b48b39bccca271134be00c5c9f0f623208399333c448/markupsafe-3.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9", size = 15426, upload-time = "2025-09-27T18:37:27.316Z" }, - { url = "https://files.pythonhosted.org/packages/70/bc/6f1c2f612465f5fa89b95bead1f44dcb607670fd42891d8fdcd5d039f4f4/markupsafe-3.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa", size = 14146, upload-time = "2025-09-27T18:37:28.327Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/7e/99/7690b6d4034fffd95959cbe0c02de8deb3098cc577c67bb6a24fe5d7caa7/markupsafe-3.0.3.tar.gz", hash = "sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698", size = 80313 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e8/4b/3541d44f3937ba468b75da9eebcae497dcf67adb65caa16760b0a6807ebb/markupsafe-3.0.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2f981d352f04553a7171b8e44369f2af4055f888dfb147d55e42d29e29e74559", size = 11631 }, + { url = "https://files.pythonhosted.org/packages/98/1b/fbd8eed11021cabd9226c37342fa6ca4e8a98d8188a8d9b66740494960e4/markupsafe-3.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e1c1493fb6e50ab01d20a22826e57520f1284df32f2d8601fdd90b6304601419", size = 12057 }, + { url = "https://files.pythonhosted.org/packages/40/01/e560d658dc0bb8ab762670ece35281dec7b6c1b33f5fbc09ebb57a185519/markupsafe-3.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1ba88449deb3de88bd40044603fafffb7bc2b055d626a330323a9ed736661695", size = 22050 }, + { url = "https://files.pythonhosted.org/packages/af/cd/ce6e848bbf2c32314c9b237839119c5a564a59725b53157c856e90937b7a/markupsafe-3.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f42d0984e947b8adf7dd6dde396e720934d12c506ce84eea8476409563607591", size = 20681 }, + { url = "https://files.pythonhosted.org/packages/c9/2a/b5c12c809f1c3045c4d580b035a743d12fcde53cf685dbc44660826308da/markupsafe-3.0.3-cp310-cp310-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:c0c0b3ade1c0b13b936d7970b1d37a57acde9199dc2aecc4c336773e1d86049c", size = 20705 }, + { url = "https://files.pythonhosted.org/packages/cf/e3/9427a68c82728d0a88c50f890d0fc072a1484de2f3ac1ad0bfc1a7214fd5/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:0303439a41979d9e74d18ff5e2dd8c43ed6c6001fd40e5bf2e43f7bd9bbc523f", size = 21524 }, + { url = "https://files.pythonhosted.org/packages/bc/36/23578f29e9e582a4d0278e009b38081dbe363c5e7165113fad546918a232/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_riscv64.whl", hash = "sha256:d2ee202e79d8ed691ceebae8e0486bd9a2cd4794cec4824e1c99b6f5009502f6", size = 20282 }, + { url = "https://files.pythonhosted.org/packages/56/21/dca11354e756ebd03e036bd8ad58d6d7168c80ce1fe5e75218e4945cbab7/markupsafe-3.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:177b5253b2834fe3678cb4a5f0059808258584c559193998be2601324fdeafb1", size = 20745 }, + { url = "https://files.pythonhosted.org/packages/87/99/faba9369a7ad6e4d10b6a5fbf71fa2a188fe4a593b15f0963b73859a1bbd/markupsafe-3.0.3-cp310-cp310-win32.whl", hash = "sha256:2a15a08b17dd94c53a1da0438822d70ebcd13f8c3a95abe3a9ef9f11a94830aa", size = 14571 }, + { url = "https://files.pythonhosted.org/packages/d6/25/55dc3ab959917602c96985cb1253efaa4ff42f71194bddeb61eb7278b8be/markupsafe-3.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:c4ffb7ebf07cfe8931028e3e4c85f0357459a3f9f9490886198848f4fa002ec8", size = 15056 }, + { url = "https://files.pythonhosted.org/packages/d0/9e/0a02226640c255d1da0b8d12e24ac2aa6734da68bff14c05dd53b94a0fc3/markupsafe-3.0.3-cp310-cp310-win_arm64.whl", hash = "sha256:e2103a929dfa2fcaf9bb4e7c091983a49c9ac3b19c9061b6d5427dd7d14d81a1", size = 13932 }, + { url = "https://files.pythonhosted.org/packages/08/db/fefacb2136439fc8dd20e797950e749aa1f4997ed584c62cfb8ef7c2be0e/markupsafe-3.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad", size = 11631 }, + { url = "https://files.pythonhosted.org/packages/e1/2e/5898933336b61975ce9dc04decbc0a7f2fee78c30353c5efba7f2d6ff27a/markupsafe-3.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a", size = 12058 }, + { url = "https://files.pythonhosted.org/packages/1d/09/adf2df3699d87d1d8184038df46a9c80d78c0148492323f4693df54e17bb/markupsafe-3.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50", size = 24287 }, + { url = "https://files.pythonhosted.org/packages/30/ac/0273f6fcb5f42e314c6d8cd99effae6a5354604d461b8d392b5ec9530a54/markupsafe-3.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf", size = 22940 }, + { url = "https://files.pythonhosted.org/packages/19/ae/31c1be199ef767124c042c6c3e904da327a2f7f0cd63a0337e1eca2967a8/markupsafe-3.0.3-cp311-cp311-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f", size = 21887 }, + { url = "https://files.pythonhosted.org/packages/b2/76/7edcab99d5349a4532a459e1fe64f0b0467a3365056ae550d3bcf3f79e1e/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a", size = 23692 }, + { url = "https://files.pythonhosted.org/packages/a4/28/6e74cdd26d7514849143d69f0bf2399f929c37dc2b31e6829fd2045b2765/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_riscv64.whl", hash = "sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115", size = 21471 }, + { url = "https://files.pythonhosted.org/packages/62/7e/a145f36a5c2945673e590850a6f8014318d5577ed7e5920a4b3448e0865d/markupsafe-3.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a", size = 22923 }, + { url = "https://files.pythonhosted.org/packages/0f/62/d9c46a7f5c9adbeeeda52f5b8d802e1094e9717705a645efc71b0913a0a8/markupsafe-3.0.3-cp311-cp311-win32.whl", hash = "sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19", size = 14572 }, + { url = "https://files.pythonhosted.org/packages/83/8a/4414c03d3f891739326e1783338e48fb49781cc915b2e0ee052aa490d586/markupsafe-3.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01", size = 15077 }, + { url = "https://files.pythonhosted.org/packages/35/73/893072b42e6862f319b5207adc9ae06070f095b358655f077f69a35601f0/markupsafe-3.0.3-cp311-cp311-win_arm64.whl", hash = "sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c", size = 13876 }, + { url = "https://files.pythonhosted.org/packages/5a/72/147da192e38635ada20e0a2e1a51cf8823d2119ce8883f7053879c2199b5/markupsafe-3.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e", size = 11615 }, + { url = "https://files.pythonhosted.org/packages/9a/81/7e4e08678a1f98521201c3079f77db69fb552acd56067661f8c2f534a718/markupsafe-3.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce", size = 12020 }, + { url = "https://files.pythonhosted.org/packages/1e/2c/799f4742efc39633a1b54a92eec4082e4f815314869865d876824c257c1e/markupsafe-3.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d", size = 24332 }, + { url = "https://files.pythonhosted.org/packages/3c/2e/8d0c2ab90a8c1d9a24f0399058ab8519a3279d1bd4289511d74e909f060e/markupsafe-3.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d", size = 22947 }, + { url = "https://files.pythonhosted.org/packages/2c/54/887f3092a85238093a0b2154bd629c89444f395618842e8b0c41783898ea/markupsafe-3.0.3-cp312-cp312-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a", size = 21962 }, + { url = "https://files.pythonhosted.org/packages/c9/2f/336b8c7b6f4a4d95e91119dc8521402461b74a485558d8f238a68312f11c/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b", size = 23760 }, + { url = "https://files.pythonhosted.org/packages/32/43/67935f2b7e4982ffb50a4d169b724d74b62a3964bc1a9a527f5ac4f1ee2b/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_riscv64.whl", hash = "sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f", size = 21529 }, + { url = "https://files.pythonhosted.org/packages/89/e0/4486f11e51bbba8b0c041098859e869e304d1c261e59244baa3d295d47b7/markupsafe-3.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b", size = 23015 }, + { url = "https://files.pythonhosted.org/packages/2f/e1/78ee7a023dac597a5825441ebd17170785a9dab23de95d2c7508ade94e0e/markupsafe-3.0.3-cp312-cp312-win32.whl", hash = "sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d", size = 14540 }, + { url = "https://files.pythonhosted.org/packages/aa/5b/bec5aa9bbbb2c946ca2733ef9c4ca91c91b6a24580193e891b5f7dbe8e1e/markupsafe-3.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c", size = 15105 }, + { url = "https://files.pythonhosted.org/packages/e5/f1/216fc1bbfd74011693a4fd837e7026152e89c4bcf3e77b6692fba9923123/markupsafe-3.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f", size = 13906 }, + { url = "https://files.pythonhosted.org/packages/38/2f/907b9c7bbba283e68f20259574b13d005c121a0fa4c175f9bed27c4597ff/markupsafe-3.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:e1cf1972137e83c5d4c136c43ced9ac51d0e124706ee1c8aa8532c1287fa8795", size = 11622 }, + { url = "https://files.pythonhosted.org/packages/9c/d9/5f7756922cdd676869eca1c4e3c0cd0df60ed30199ffd775e319089cb3ed/markupsafe-3.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:116bb52f642a37c115f517494ea5feb03889e04df47eeff5b130b1808ce7c219", size = 12029 }, + { url = "https://files.pythonhosted.org/packages/00/07/575a68c754943058c78f30db02ee03a64b3c638586fba6a6dd56830b30a3/markupsafe-3.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:133a43e73a802c5562be9bbcd03d090aa5a1fe899db609c29e8c8d815c5f6de6", size = 24374 }, + { url = "https://files.pythonhosted.org/packages/a9/21/9b05698b46f218fc0e118e1f8168395c65c8a2c750ae2bab54fc4bd4e0e8/markupsafe-3.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ccfcd093f13f0f0b7fdd0f198b90053bf7b2f02a3927a30e63f3ccc9df56b676", size = 22980 }, + { url = "https://files.pythonhosted.org/packages/7f/71/544260864f893f18b6827315b988c146b559391e6e7e8f7252839b1b846a/markupsafe-3.0.3-cp313-cp313-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:509fa21c6deb7a7a273d629cf5ec029bc209d1a51178615ddf718f5918992ab9", size = 21990 }, + { url = "https://files.pythonhosted.org/packages/c2/28/b50fc2f74d1ad761af2f5dcce7492648b983d00a65b8c0e0cb457c82ebbe/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a4afe79fb3de0b7097d81da19090f4df4f8d3a2b3adaa8764138aac2e44f3af1", size = 23784 }, + { url = "https://files.pythonhosted.org/packages/ed/76/104b2aa106a208da8b17a2fb72e033a5a9d7073c68f7e508b94916ed47a9/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_riscv64.whl", hash = "sha256:795e7751525cae078558e679d646ae45574b47ed6e7771863fcc079a6171a0fc", size = 21588 }, + { url = "https://files.pythonhosted.org/packages/b5/99/16a5eb2d140087ebd97180d95249b00a03aa87e29cc224056274f2e45fd6/markupsafe-3.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:8485f406a96febb5140bfeca44a73e3ce5116b2501ac54fe953e488fb1d03b12", size = 23041 }, + { url = "https://files.pythonhosted.org/packages/19/bc/e7140ed90c5d61d77cea142eed9f9c303f4c4806f60a1044c13e3f1471d0/markupsafe-3.0.3-cp313-cp313-win32.whl", hash = "sha256:bdd37121970bfd8be76c5fb069c7751683bdf373db1ed6c010162b2a130248ed", size = 14543 }, + { url = "https://files.pythonhosted.org/packages/05/73/c4abe620b841b6b791f2edc248f556900667a5a1cf023a6646967ae98335/markupsafe-3.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:9a1abfdc021a164803f4d485104931fb8f8c1efd55bc6b748d2f5774e78b62c5", size = 15113 }, + { url = "https://files.pythonhosted.org/packages/f0/3a/fa34a0f7cfef23cf9500d68cb7c32dd64ffd58a12b09225fb03dd37d5b80/markupsafe-3.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:7e68f88e5b8799aa49c85cd116c932a1ac15caaa3f5db09087854d218359e485", size = 13911 }, + { url = "https://files.pythonhosted.org/packages/e4/d7/e05cd7efe43a88a17a37b3ae96e79a19e846f3f456fe79c57ca61356ef01/markupsafe-3.0.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:218551f6df4868a8d527e3062d0fb968682fe92054e89978594c28e642c43a73", size = 11658 }, + { url = "https://files.pythonhosted.org/packages/99/9e/e412117548182ce2148bdeacdda3bb494260c0b0184360fe0d56389b523b/markupsafe-3.0.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:3524b778fe5cfb3452a09d31e7b5adefeea8c5be1d43c4f810ba09f2ceb29d37", size = 12066 }, + { url = "https://files.pythonhosted.org/packages/bc/e6/fa0ffcda717ef64a5108eaa7b4f5ed28d56122c9a6d70ab8b72f9f715c80/markupsafe-3.0.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4e885a3d1efa2eadc93c894a21770e4bc67899e3543680313b09f139e149ab19", size = 25639 }, + { url = "https://files.pythonhosted.org/packages/96/ec/2102e881fe9d25fc16cb4b25d5f5cde50970967ffa5dddafdb771237062d/markupsafe-3.0.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8709b08f4a89aa7586de0aadc8da56180242ee0ada3999749b183aa23df95025", size = 23569 }, + { url = "https://files.pythonhosted.org/packages/4b/30/6f2fce1f1f205fc9323255b216ca8a235b15860c34b6798f810f05828e32/markupsafe-3.0.3-cp313-cp313t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:b8512a91625c9b3da6f127803b166b629725e68af71f8184ae7e7d54686a56d6", size = 23284 }, + { url = "https://files.pythonhosted.org/packages/58/47/4a0ccea4ab9f5dcb6f79c0236d954acb382202721e704223a8aafa38b5c8/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:9b79b7a16f7fedff2495d684f2b59b0457c3b493778c9eed31111be64d58279f", size = 24801 }, + { url = "https://files.pythonhosted.org/packages/6a/70/3780e9b72180b6fecb83a4814d84c3bf4b4ae4bf0b19c27196104149734c/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_riscv64.whl", hash = "sha256:12c63dfb4a98206f045aa9563db46507995f7ef6d83b2f68eda65c307c6829eb", size = 22769 }, + { url = "https://files.pythonhosted.org/packages/98/c5/c03c7f4125180fc215220c035beac6b9cb684bc7a067c84fc69414d315f5/markupsafe-3.0.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8f71bc33915be5186016f675cd83a1e08523649b0e33efdb898db577ef5bb009", size = 23642 }, + { url = "https://files.pythonhosted.org/packages/80/d6/2d1b89f6ca4bff1036499b1e29a1d02d282259f3681540e16563f27ebc23/markupsafe-3.0.3-cp313-cp313t-win32.whl", hash = "sha256:69c0b73548bc525c8cb9a251cddf1931d1db4d2258e9599c28c07ef3580ef354", size = 14612 }, + { url = "https://files.pythonhosted.org/packages/2b/98/e48a4bfba0a0ffcf9925fe2d69240bfaa19c6f7507b8cd09c70684a53c1e/markupsafe-3.0.3-cp313-cp313t-win_amd64.whl", hash = "sha256:1b4b79e8ebf6b55351f0d91fe80f893b4743f104bff22e90697db1590e47a218", size = 15200 }, + { url = "https://files.pythonhosted.org/packages/0e/72/e3cc540f351f316e9ed0f092757459afbc595824ca724cbc5a5d4263713f/markupsafe-3.0.3-cp313-cp313t-win_arm64.whl", hash = "sha256:ad2cf8aa28b8c020ab2fc8287b0f823d0a7d8630784c31e9ee5edea20f406287", size = 13973 }, + { url = "https://files.pythonhosted.org/packages/33/8a/8e42d4838cd89b7dde187011e97fe6c3af66d8c044997d2183fbd6d31352/markupsafe-3.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:eaa9599de571d72e2daf60164784109f19978b327a3910d3e9de8c97b5b70cfe", size = 11619 }, + { url = "https://files.pythonhosted.org/packages/b5/64/7660f8a4a8e53c924d0fa05dc3a55c9cee10bbd82b11c5afb27d44b096ce/markupsafe-3.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:c47a551199eb8eb2121d4f0f15ae0f923d31350ab9280078d1e5f12b249e0026", size = 12029 }, + { url = "https://files.pythonhosted.org/packages/da/ef/e648bfd021127bef5fa12e1720ffed0c6cbb8310c8d9bea7266337ff06de/markupsafe-3.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f34c41761022dd093b4b6896d4810782ffbabe30f2d443ff5f083e0cbbb8c737", size = 24408 }, + { url = "https://files.pythonhosted.org/packages/41/3c/a36c2450754618e62008bf7435ccb0f88053e07592e6028a34776213d877/markupsafe-3.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:457a69a9577064c05a97c41f4e65148652db078a3a509039e64d3467b9e7ef97", size = 23005 }, + { url = "https://files.pythonhosted.org/packages/bc/20/b7fdf89a8456b099837cd1dc21974632a02a999ec9bf7ca3e490aacd98e7/markupsafe-3.0.3-cp314-cp314-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:e8afc3f2ccfa24215f8cb28dcf43f0113ac3c37c2f0f0806d8c70e4228c5cf4d", size = 22048 }, + { url = "https://files.pythonhosted.org/packages/9a/a7/591f592afdc734f47db08a75793a55d7fbcc6902a723ae4cfbab61010cc5/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:ec15a59cf5af7be74194f7ab02d0f59a62bdcf1a537677ce67a2537c9b87fcda", size = 23821 }, + { url = "https://files.pythonhosted.org/packages/7d/33/45b24e4f44195b26521bc6f1a82197118f74df348556594bd2262bda1038/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_riscv64.whl", hash = "sha256:0eb9ff8191e8498cca014656ae6b8d61f39da5f95b488805da4bb029cccbfbaf", size = 21606 }, + { url = "https://files.pythonhosted.org/packages/ff/0e/53dfaca23a69fbfbbf17a4b64072090e70717344c52eaaaa9c5ddff1e5f0/markupsafe-3.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:2713baf880df847f2bece4230d4d094280f4e67b1e813eec43b4c0e144a34ffe", size = 23043 }, + { url = "https://files.pythonhosted.org/packages/46/11/f333a06fc16236d5238bfe74daccbca41459dcd8d1fa952e8fbd5dccfb70/markupsafe-3.0.3-cp314-cp314-win32.whl", hash = "sha256:729586769a26dbceff69f7a7dbbf59ab6572b99d94576a5592625d5b411576b9", size = 14747 }, + { url = "https://files.pythonhosted.org/packages/28/52/182836104b33b444e400b14f797212f720cbc9ed6ba34c800639d154e821/markupsafe-3.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:bdc919ead48f234740ad807933cdf545180bfbe9342c2bb451556db2ed958581", size = 15341 }, + { url = "https://files.pythonhosted.org/packages/6f/18/acf23e91bd94fd7b3031558b1f013adfa21a8e407a3fdb32745538730382/markupsafe-3.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:5a7d5dc5140555cf21a6fefbdbf8723f06fcd2f63ef108f2854de715e4422cb4", size = 14073 }, + { url = "https://files.pythonhosted.org/packages/3c/f0/57689aa4076e1b43b15fdfa646b04653969d50cf30c32a102762be2485da/markupsafe-3.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:1353ef0c1b138e1907ae78e2f6c63ff67501122006b0f9abad68fda5f4ffc6ab", size = 11661 }, + { url = "https://files.pythonhosted.org/packages/89/c3/2e67a7ca217c6912985ec766c6393b636fb0c2344443ff9d91404dc4c79f/markupsafe-3.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:1085e7fbddd3be5f89cc898938f42c0b3c711fdcb37d75221de2666af647c175", size = 12069 }, + { url = "https://files.pythonhosted.org/packages/f0/00/be561dce4e6ca66b15276e184ce4b8aec61fe83662cce2f7d72bd3249d28/markupsafe-3.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1b52b4fb9df4eb9ae465f8d0c228a00624de2334f216f178a995ccdcf82c4634", size = 25670 }, + { url = "https://files.pythonhosted.org/packages/50/09/c419f6f5a92e5fadde27efd190eca90f05e1261b10dbd8cbcb39cd8ea1dc/markupsafe-3.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fed51ac40f757d41b7c48425901843666a6677e3e8eb0abcff09e4ba6e664f50", size = 23598 }, + { url = "https://files.pythonhosted.org/packages/22/44/a0681611106e0b2921b3033fc19bc53323e0b50bc70cffdd19f7d679bb66/markupsafe-3.0.3-cp314-cp314t-manylinux_2_31_riscv64.manylinux_2_39_riscv64.whl", hash = "sha256:f190daf01f13c72eac4efd5c430a8de82489d9cff23c364c3ea822545032993e", size = 23261 }, + { url = "https://files.pythonhosted.org/packages/5f/57/1b0b3f100259dc9fffe780cfb60d4be71375510e435efec3d116b6436d43/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e56b7d45a839a697b5eb268c82a71bd8c7f6c94d6fd50c3d577fa39a9f1409f5", size = 24835 }, + { url = "https://files.pythonhosted.org/packages/26/6a/4bf6d0c97c4920f1597cc14dd720705eca0bf7c787aebc6bb4d1bead5388/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_riscv64.whl", hash = "sha256:f3e98bb3798ead92273dc0e5fd0f31ade220f59a266ffd8a4f6065e0a3ce0523", size = 22733 }, + { url = "https://files.pythonhosted.org/packages/14/c7/ca723101509b518797fedc2fdf79ba57f886b4aca8a7d31857ba3ee8281f/markupsafe-3.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5678211cb9333a6468fb8d8be0305520aa073f50d17f089b5b4b477ea6e67fdc", size = 23672 }, + { url = "https://files.pythonhosted.org/packages/fb/df/5bd7a48c256faecd1d36edc13133e51397e41b73bb77e1a69deab746ebac/markupsafe-3.0.3-cp314-cp314t-win32.whl", hash = "sha256:915c04ba3851909ce68ccc2b8e2cd691618c4dc4c4232fb7982bca3f41fd8c3d", size = 14819 }, + { url = "https://files.pythonhosted.org/packages/1a/8a/0402ba61a2f16038b48b39bccca271134be00c5c9f0f623208399333c448/markupsafe-3.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4faffd047e07c38848ce017e8725090413cd80cbc23d86e55c587bf979e579c9", size = 15426 }, + { url = "https://files.pythonhosted.org/packages/70/bc/6f1c2f612465f5fa89b95bead1f44dcb607670fd42891d8fdcd5d039f4f4/markupsafe-3.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:32001d6a8fc98c8cb5c947787c5d08b0a50663d139f1305bac5885d98d9b40fa", size = 14146 }, ] [[package]] @@ -2950,62 +2946,62 @@ dependencies = [ { name = "pyparsing", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "python-dateutil", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/ae/e2/d2d5295be2f44c678ebaf3544ba32d20c1f9ef08c49fe47f496180e1db15/matplotlib-3.10.7.tar.gz", hash = "sha256:a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7", size = 34804865, upload-time = "2025-10-09T00:28:00.669Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/6c/87/3932d5778ab4c025db22710b61f49ccaed3956c5cf46ffb2ffa7492b06d9/matplotlib-3.10.7-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:7ac81eee3b7c266dd92cee1cd658407b16c57eed08c7421fa354ed68234de380", size = 8247141, upload-time = "2025-10-09T00:26:06.023Z" }, - { url = "https://files.pythonhosted.org/packages/45/a8/bfed45339160102bce21a44e38a358a1134a5f84c26166de03fb4a53208f/matplotlib-3.10.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:667ecd5d8d37813a845053d8f5bf110b534c3c9f30e69ebd25d4701385935a6d", size = 8107995, upload-time = "2025-10-09T00:26:08.669Z" }, - { url = "https://files.pythonhosted.org/packages/e2/3c/5692a2d9a5ba848fda3f48d2b607037df96460b941a59ef236404b39776b/matplotlib-3.10.7-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc1c51b846aca49a5a8b44fbba6a92d583a35c64590ad9e1e950dc88940a4297", size = 8680503, upload-time = "2025-10-09T00:26:10.607Z" }, - { url = "https://files.pythonhosted.org/packages/ab/a0/86ace53c48b05d0e6e9c127b2ace097434901f3e7b93f050791c8243201a/matplotlib-3.10.7-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a11c2e9e72e7de09b7b72e62f3df23317c888299c875e2b778abf1eda8c0a42", size = 9514982, upload-time = "2025-10-09T00:26:12.594Z" }, - { url = "https://files.pythonhosted.org/packages/a6/81/ead71e2824da8f72640a64166d10e62300df4ae4db01a0bac56c5b39fa51/matplotlib-3.10.7-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f19410b486fdd139885ace124e57f938c1e6a3210ea13dd29cab58f5d4bc12c7", size = 9566429, upload-time = "2025-10-09T00:26:14.758Z" }, - { url = "https://files.pythonhosted.org/packages/65/7d/954b3067120456f472cce8fdcacaf4a5fcd522478db0c37bb243c7cb59dd/matplotlib-3.10.7-cp310-cp310-win_amd64.whl", hash = "sha256:b498e9e4022f93de2d5a37615200ca01297ceebbb56fe4c833f46862a490f9e3", size = 8108174, upload-time = "2025-10-09T00:26:17.015Z" }, - { url = "https://files.pythonhosted.org/packages/fc/bc/0fb489005669127ec13f51be0c6adc074d7cf191075dab1da9fe3b7a3cfc/matplotlib-3.10.7-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:53b492410a6cd66c7a471de6c924f6ede976e963c0f3097a3b7abfadddc67d0a", size = 8257507, upload-time = "2025-10-09T00:26:19.073Z" }, - { url = "https://files.pythonhosted.org/packages/e2/6a/d42588ad895279ff6708924645b5d2ed54a7fb2dc045c8a804e955aeace1/matplotlib-3.10.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d9749313deb729f08207718d29c86246beb2ea3fdba753595b55901dee5d2fd6", size = 8119565, upload-time = "2025-10-09T00:26:21.023Z" }, - { url = "https://files.pythonhosted.org/packages/10/b7/4aa196155b4d846bd749cf82aa5a4c300cf55a8b5e0dfa5b722a63c0f8a0/matplotlib-3.10.7-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2222c7ba2cbde7fe63032769f6eb7e83ab3227f47d997a8453377709b7fe3a5a", size = 8692668, upload-time = "2025-10-09T00:26:22.967Z" }, - { url = "https://files.pythonhosted.org/packages/e6/e7/664d2b97016f46683a02d854d730cfcf54ff92c1dafa424beebef50f831d/matplotlib-3.10.7-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e91f61a064c92c307c5a9dc8c05dc9f8a68f0a3be199d9a002a0622e13f874a1", size = 9521051, upload-time = "2025-10-09T00:26:25.041Z" }, - { url = "https://files.pythonhosted.org/packages/a8/a3/37aef1404efa615f49b5758a5e0261c16dd88f389bc1861e722620e4a754/matplotlib-3.10.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:6f1851eab59ca082c95df5a500106bad73672645625e04538b3ad0f69471ffcc", size = 9576878, upload-time = "2025-10-09T00:26:27.478Z" }, - { url = "https://files.pythonhosted.org/packages/33/cd/b145f9797126f3f809d177ca378de57c45413c5099c5990de2658760594a/matplotlib-3.10.7-cp311-cp311-win_amd64.whl", hash = "sha256:6516ce375109c60ceec579e699524e9d504cd7578506f01150f7a6bc174a775e", size = 8115142, upload-time = "2025-10-09T00:26:29.774Z" }, - { url = "https://files.pythonhosted.org/packages/2e/39/63bca9d2b78455ed497fcf51a9c71df200a11048f48249038f06447fa947/matplotlib-3.10.7-cp311-cp311-win_arm64.whl", hash = "sha256:b172db79759f5f9bc13ef1c3ef8b9ee7b37b0247f987fbbbdaa15e4f87fd46a9", size = 7992439, upload-time = "2025-10-09T00:26:40.32Z" }, - { url = "https://files.pythonhosted.org/packages/be/b3/09eb0f7796932826ec20c25b517d568627754f6c6462fca19e12c02f2e12/matplotlib-3.10.7-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7a0edb7209e21840e8361e91ea84ea676658aa93edd5f8762793dec77a4a6748", size = 8272389, upload-time = "2025-10-09T00:26:42.474Z" }, - { url = "https://files.pythonhosted.org/packages/11/0b/1ae80ddafb8652fd8046cb5c8460ecc8d4afccb89e2c6d6bec61e04e1eaf/matplotlib-3.10.7-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c380371d3c23e0eadf8ebff114445b9f970aff2010198d498d4ab4c3b41eea4f", size = 8128247, upload-time = "2025-10-09T00:26:44.77Z" }, - { url = "https://files.pythonhosted.org/packages/7d/18/95ae2e242d4a5c98bd6e90e36e128d71cf1c7e39b0874feaed3ef782e789/matplotlib-3.10.7-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d5f256d49fea31f40f166a5e3131235a5d2f4b7f44520b1cf0baf1ce568ccff0", size = 8696996, upload-time = "2025-10-09T00:26:46.792Z" }, - { url = "https://files.pythonhosted.org/packages/7e/3d/5b559efc800bd05cb2033aa85f7e13af51958136a48327f7c261801ff90a/matplotlib-3.10.7-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:11ae579ac83cdf3fb72573bb89f70e0534de05266728740d478f0f818983c695", size = 9530153, upload-time = "2025-10-09T00:26:49.07Z" }, - { url = "https://files.pythonhosted.org/packages/88/57/eab4a719fd110312d3c220595d63a3c85ec2a39723f0f4e7fa7e6e3f74ba/matplotlib-3.10.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4c14b6acd16cddc3569a2d515cfdd81c7a68ac5639b76548cfc1a9e48b20eb65", size = 9593093, upload-time = "2025-10-09T00:26:51.067Z" }, - { url = "https://files.pythonhosted.org/packages/31/3c/80816f027b3a4a28cd2a0a6ef7f89a2db22310e945cd886ec25bfb399221/matplotlib-3.10.7-cp312-cp312-win_amd64.whl", hash = "sha256:0d8c32b7ea6fb80b1aeff5a2ceb3fb9778e2759e899d9beff75584714afcc5ee", size = 8122771, upload-time = "2025-10-09T00:26:53.296Z" }, - { url = "https://files.pythonhosted.org/packages/de/77/ef1fc78bfe99999b2675435cc52120887191c566b25017d78beaabef7f2d/matplotlib-3.10.7-cp312-cp312-win_arm64.whl", hash = "sha256:5f3f6d315dcc176ba7ca6e74c7768fb7e4cf566c49cb143f6bc257b62e634ed8", size = 7992812, upload-time = "2025-10-09T00:26:54.882Z" }, - { url = "https://files.pythonhosted.org/packages/02/9c/207547916a02c78f6bdd83448d9b21afbc42f6379ed887ecf610984f3b4e/matplotlib-3.10.7-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1d9d3713a237970569156cfb4de7533b7c4eacdd61789726f444f96a0d28f57f", size = 8273212, upload-time = "2025-10-09T00:26:56.752Z" }, - { url = "https://files.pythonhosted.org/packages/bc/d0/b3d3338d467d3fc937f0bb7f256711395cae6f78e22cef0656159950adf0/matplotlib-3.10.7-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:37a1fea41153dd6ee061d21ab69c9cf2cf543160b1b85d89cd3d2e2a7902ca4c", size = 8128713, upload-time = "2025-10-09T00:26:59.001Z" }, - { url = "https://files.pythonhosted.org/packages/22/ff/6425bf5c20d79aa5b959d1ce9e65f599632345391381c9a104133fe0b171/matplotlib-3.10.7-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b3c4ea4948d93c9c29dc01c0c23eef66f2101bf75158c291b88de6525c55c3d1", size = 8698527, upload-time = "2025-10-09T00:27:00.69Z" }, - { url = "https://files.pythonhosted.org/packages/d0/7f/ccdca06f4c2e6c7989270ed7829b8679466682f4cfc0f8c9986241c023b6/matplotlib-3.10.7-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22df30ffaa89f6643206cf13877191c63a50e8f800b038bc39bee9d2d4957632", size = 9529690, upload-time = "2025-10-09T00:27:02.664Z" }, - { url = "https://files.pythonhosted.org/packages/b8/95/b80fc2c1f269f21ff3d193ca697358e24408c33ce2b106a7438a45407b63/matplotlib-3.10.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b69676845a0a66f9da30e87f48be36734d6748024b525ec4710be40194282c84", size = 9593732, upload-time = "2025-10-09T00:27:04.653Z" }, - { url = "https://files.pythonhosted.org/packages/e1/b6/23064a96308b9aeceeffa65e96bcde459a2ea4934d311dee20afde7407a0/matplotlib-3.10.7-cp313-cp313-win_amd64.whl", hash = "sha256:744991e0cc863dd669c8dc9136ca4e6e0082be2070b9d793cbd64bec872a6815", size = 8122727, upload-time = "2025-10-09T00:27:06.814Z" }, - { url = "https://files.pythonhosted.org/packages/b3/a6/2faaf48133b82cf3607759027f82b5c702aa99cdfcefb7f93d6ccf26a424/matplotlib-3.10.7-cp313-cp313-win_arm64.whl", hash = "sha256:fba2974df0bf8ce3c995fa84b79cde38326e0f7b5409e7a3a481c1141340bcf7", size = 7992958, upload-time = "2025-10-09T00:27:08.567Z" }, - { url = "https://files.pythonhosted.org/packages/4a/f0/b018fed0b599bd48d84c08794cb242227fe3341952da102ee9d9682db574/matplotlib-3.10.7-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:932c55d1fa7af4423422cb6a492a31cbcbdbe68fd1a9a3f545aa5e7a143b5355", size = 8316849, upload-time = "2025-10-09T00:27:10.254Z" }, - { url = "https://files.pythonhosted.org/packages/b0/b7/bb4f23856197659f275e11a2a164e36e65e9b48ea3e93c4ec25b4f163198/matplotlib-3.10.7-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5e38c2d581d62ee729a6e144c47a71b3f42fb4187508dbbf4fe71d5612c3433b", size = 8178225, upload-time = "2025-10-09T00:27:12.241Z" }, - { url = "https://files.pythonhosted.org/packages/62/56/0600609893ff277e6f3ab3c0cef4eafa6e61006c058e84286c467223d4d5/matplotlib-3.10.7-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:786656bb13c237bbcebcd402f65f44dd61ead60ee3deb045af429d889c8dbc67", size = 8711708, upload-time = "2025-10-09T00:27:13.879Z" }, - { url = "https://files.pythonhosted.org/packages/d8/1a/6bfecb0cafe94d6658f2f1af22c43b76cf7a1c2f0dc34ef84cbb6809617e/matplotlib-3.10.7-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:09d7945a70ea43bf9248f4b6582734c2fe726723204a76eca233f24cffc7ef67", size = 9541409, upload-time = "2025-10-09T00:27:15.684Z" }, - { url = "https://files.pythonhosted.org/packages/08/50/95122a407d7f2e446fd865e2388a232a23f2b81934960ea802f3171518e4/matplotlib-3.10.7-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:d0b181e9fa8daf1d9f2d4c547527b167cb8838fc587deabca7b5c01f97199e84", size = 9594054, upload-time = "2025-10-09T00:27:17.547Z" }, - { url = "https://files.pythonhosted.org/packages/13/76/75b194a43b81583478a81e78a07da8d9ca6ddf50dd0a2ccabf258059481d/matplotlib-3.10.7-cp313-cp313t-win_amd64.whl", hash = "sha256:31963603041634ce1a96053047b40961f7a29eb8f9a62e80cc2c0427aa1d22a2", size = 8200100, upload-time = "2025-10-09T00:27:20.039Z" }, - { url = "https://files.pythonhosted.org/packages/f5/9e/6aefebdc9f8235c12bdeeda44cc0383d89c1e41da2c400caf3ee2073a3ce/matplotlib-3.10.7-cp313-cp313t-win_arm64.whl", hash = "sha256:aebed7b50aa6ac698c90f60f854b47e48cd2252b30510e7a1feddaf5a3f72cbf", size = 8042131, upload-time = "2025-10-09T00:27:21.608Z" }, - { url = "https://files.pythonhosted.org/packages/0d/4b/e5bc2c321b6a7e3a75638d937d19ea267c34bd5a90e12bee76c4d7c7a0d9/matplotlib-3.10.7-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d883460c43e8c6b173fef244a2341f7f7c0e9725c7fe68306e8e44ed9c8fb100", size = 8273787, upload-time = "2025-10-09T00:27:23.27Z" }, - { url = "https://files.pythonhosted.org/packages/86/ad/6efae459c56c2fbc404da154e13e3a6039129f3c942b0152624f1c621f05/matplotlib-3.10.7-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:07124afcf7a6504eafcb8ce94091c5898bbdd351519a1beb5c45f7a38c67e77f", size = 8131348, upload-time = "2025-10-09T00:27:24.926Z" }, - { url = "https://files.pythonhosted.org/packages/a6/5a/a4284d2958dee4116359cc05d7e19c057e64ece1b4ac986ab0f2f4d52d5a/matplotlib-3.10.7-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c17398b709a6cce3d9fdb1595c33e356d91c098cd9486cb2cc21ea2ea418e715", size = 9533949, upload-time = "2025-10-09T00:27:26.704Z" }, - { url = "https://files.pythonhosted.org/packages/de/ff/f3781b5057fa3786623ad8976fc9f7b0d02b2f28534751fd5a44240de4cf/matplotlib-3.10.7-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7146d64f561498764561e9cd0ed64fcf582e570fc519e6f521e2d0cfd43365e1", size = 9804247, upload-time = "2025-10-09T00:27:28.514Z" }, - { url = "https://files.pythonhosted.org/packages/47/5a/993a59facb8444efb0e197bf55f545ee449902dcee86a4dfc580c3b61314/matplotlib-3.10.7-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:90ad854c0a435da3104c01e2c6f0028d7e719b690998a2333d7218db80950722", size = 9595497, upload-time = "2025-10-09T00:27:30.418Z" }, - { url = "https://files.pythonhosted.org/packages/0d/a5/77c95aaa9bb32c345cbb49626ad8eb15550cba2e6d4c88081a6c2ac7b08d/matplotlib-3.10.7-cp314-cp314-win_amd64.whl", hash = "sha256:4645fc5d9d20ffa3a39361fcdbcec731382763b623b72627806bf251b6388866", size = 8252732, upload-time = "2025-10-09T00:27:32.332Z" }, - { url = "https://files.pythonhosted.org/packages/74/04/45d269b4268d222390d7817dae77b159651909669a34ee9fdee336db5883/matplotlib-3.10.7-cp314-cp314-win_arm64.whl", hash = "sha256:9257be2f2a03415f9105c486d304a321168e61ad450f6153d77c69504ad764bb", size = 8124240, upload-time = "2025-10-09T00:27:33.94Z" }, - { url = "https://files.pythonhosted.org/packages/4b/c7/ca01c607bb827158b439208c153d6f14ddb9fb640768f06f7ca3488ae67b/matplotlib-3.10.7-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:1e4bbad66c177a8fdfa53972e5ef8be72a5f27e6a607cec0d8579abd0f3102b1", size = 8316938, upload-time = "2025-10-09T00:27:35.534Z" }, - { url = "https://files.pythonhosted.org/packages/84/d2/5539e66e9f56d2fdec94bb8436f5e449683b4e199bcc897c44fbe3c99e28/matplotlib-3.10.7-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:d8eb7194b084b12feb19142262165832fc6ee879b945491d1c3d4660748020c4", size = 8178245, upload-time = "2025-10-09T00:27:37.334Z" }, - { url = "https://files.pythonhosted.org/packages/77/b5/e6ca22901fd3e4fe433a82e583436dd872f6c966fca7e63cf806b40356f8/matplotlib-3.10.7-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4d41379b05528091f00e1728004f9a8d7191260f3862178b88e8fd770206318", size = 9541411, upload-time = "2025-10-09T00:27:39.387Z" }, - { url = "https://files.pythonhosted.org/packages/9e/99/a4524db57cad8fee54b7237239a8f8360bfcfa3170d37c9e71c090c0f409/matplotlib-3.10.7-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4a74f79fafb2e177f240579bc83f0b60f82cc47d2f1d260f422a0627207008ca", size = 9803664, upload-time = "2025-10-09T00:27:41.492Z" }, - { url = "https://files.pythonhosted.org/packages/e6/a5/85e2edf76ea0ad4288d174926d9454ea85f3ce5390cc4e6fab196cbf250b/matplotlib-3.10.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:702590829c30aada1e8cef0568ddbffa77ca747b4d6e36c6d173f66e301f89cc", size = 9594066, upload-time = "2025-10-09T00:27:43.694Z" }, - { url = "https://files.pythonhosted.org/packages/39/69/9684368a314f6d83fe5c5ad2a4121a3a8e03723d2e5c8ea17b66c1bad0e7/matplotlib-3.10.7-cp314-cp314t-win_amd64.whl", hash = "sha256:f79d5de970fc90cd5591f60053aecfce1fcd736e0303d9f0bf86be649fa68fb8", size = 8342832, upload-time = "2025-10-09T00:27:45.543Z" }, - { url = "https://files.pythonhosted.org/packages/04/5f/e22e08da14bc1a0894184640d47819d2338b792732e20d292bf86e5ab785/matplotlib-3.10.7-cp314-cp314t-win_arm64.whl", hash = "sha256:cb783436e47fcf82064baca52ce748af71725d0352e1d31564cbe9c95df92b9c", size = 8172585, upload-time = "2025-10-09T00:27:47.185Z" }, - { url = "https://files.pythonhosted.org/packages/1e/6c/a9bcf03e9afb2a873e0a5855f79bce476d1023f26f8212969f2b7504756c/matplotlib-3.10.7-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5c09cf8f2793f81368f49f118b6f9f937456362bee282eac575cca7f84cda537", size = 8241204, upload-time = "2025-10-09T00:27:48.806Z" }, - { url = "https://files.pythonhosted.org/packages/5b/fd/0e6f5aa762ed689d9fa8750b08f1932628ffa7ed30e76423c399d19407d2/matplotlib-3.10.7-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:de66744b2bb88d5cd27e80dfc2ec9f0517d0a46d204ff98fe9e5f2864eb67657", size = 8104607, upload-time = "2025-10-09T00:27:50.876Z" }, - { url = "https://files.pythonhosted.org/packages/b9/a9/21c9439d698fac5f0de8fc68b2405b738ed1f00e1279c76f2d9aa5521ead/matplotlib-3.10.7-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:53cc80662dd197ece414dd5b66e07370201515a3eaf52e7c518c68c16814773b", size = 8682257, upload-time = "2025-10-09T00:27:52.597Z" }, - { url = "https://files.pythonhosted.org/packages/58/8f/76d5dc21ac64a49e5498d7f0472c0781dae442dd266a67458baec38288ec/matplotlib-3.10.7-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:15112bcbaef211bd663fa935ec33313b948e214454d949b723998a43357b17b0", size = 8252283, upload-time = "2025-10-09T00:27:54.739Z" }, - { url = "https://files.pythonhosted.org/packages/27/0d/9c5d4c2317feb31d819e38c9f947c942f42ebd4eb935fc6fd3518a11eaa7/matplotlib-3.10.7-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d2a959c640cdeecdd2ec3136e8ea0441da59bcaf58d67e9c590740addba2cb68", size = 8116733, upload-time = "2025-10-09T00:27:56.406Z" }, - { url = "https://files.pythonhosted.org/packages/9a/cc/3fe688ff1355010937713164caacf9ed443675ac48a997bab6ed23b3f7c0/matplotlib-3.10.7-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3886e47f64611046bc1db523a09dd0a0a6bed6081e6f90e13806dd1d1d1b5e91", size = 8693919, upload-time = "2025-10-09T00:27:58.41Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/ae/e2/d2d5295be2f44c678ebaf3544ba32d20c1f9ef08c49fe47f496180e1db15/matplotlib-3.10.7.tar.gz", hash = "sha256:a06ba7e2a2ef9131c79c49e63dad355d2d878413a0376c1727c8b9335ff731c7", size = 34804865 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/6c/87/3932d5778ab4c025db22710b61f49ccaed3956c5cf46ffb2ffa7492b06d9/matplotlib-3.10.7-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:7ac81eee3b7c266dd92cee1cd658407b16c57eed08c7421fa354ed68234de380", size = 8247141 }, + { url = "https://files.pythonhosted.org/packages/45/a8/bfed45339160102bce21a44e38a358a1134a5f84c26166de03fb4a53208f/matplotlib-3.10.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:667ecd5d8d37813a845053d8f5bf110b534c3c9f30e69ebd25d4701385935a6d", size = 8107995 }, + { url = "https://files.pythonhosted.org/packages/e2/3c/5692a2d9a5ba848fda3f48d2b607037df96460b941a59ef236404b39776b/matplotlib-3.10.7-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cc1c51b846aca49a5a8b44fbba6a92d583a35c64590ad9e1e950dc88940a4297", size = 8680503 }, + { url = "https://files.pythonhosted.org/packages/ab/a0/86ace53c48b05d0e6e9c127b2ace097434901f3e7b93f050791c8243201a/matplotlib-3.10.7-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a11c2e9e72e7de09b7b72e62f3df23317c888299c875e2b778abf1eda8c0a42", size = 9514982 }, + { url = "https://files.pythonhosted.org/packages/a6/81/ead71e2824da8f72640a64166d10e62300df4ae4db01a0bac56c5b39fa51/matplotlib-3.10.7-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f19410b486fdd139885ace124e57f938c1e6a3210ea13dd29cab58f5d4bc12c7", size = 9566429 }, + { url = "https://files.pythonhosted.org/packages/65/7d/954b3067120456f472cce8fdcacaf4a5fcd522478db0c37bb243c7cb59dd/matplotlib-3.10.7-cp310-cp310-win_amd64.whl", hash = "sha256:b498e9e4022f93de2d5a37615200ca01297ceebbb56fe4c833f46862a490f9e3", size = 8108174 }, + { url = "https://files.pythonhosted.org/packages/fc/bc/0fb489005669127ec13f51be0c6adc074d7cf191075dab1da9fe3b7a3cfc/matplotlib-3.10.7-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:53b492410a6cd66c7a471de6c924f6ede976e963c0f3097a3b7abfadddc67d0a", size = 8257507 }, + { url = "https://files.pythonhosted.org/packages/e2/6a/d42588ad895279ff6708924645b5d2ed54a7fb2dc045c8a804e955aeace1/matplotlib-3.10.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d9749313deb729f08207718d29c86246beb2ea3fdba753595b55901dee5d2fd6", size = 8119565 }, + { url = "https://files.pythonhosted.org/packages/10/b7/4aa196155b4d846bd749cf82aa5a4c300cf55a8b5e0dfa5b722a63c0f8a0/matplotlib-3.10.7-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2222c7ba2cbde7fe63032769f6eb7e83ab3227f47d997a8453377709b7fe3a5a", size = 8692668 }, + { url = "https://files.pythonhosted.org/packages/e6/e7/664d2b97016f46683a02d854d730cfcf54ff92c1dafa424beebef50f831d/matplotlib-3.10.7-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e91f61a064c92c307c5a9dc8c05dc9f8a68f0a3be199d9a002a0622e13f874a1", size = 9521051 }, + { url = "https://files.pythonhosted.org/packages/a8/a3/37aef1404efa615f49b5758a5e0261c16dd88f389bc1861e722620e4a754/matplotlib-3.10.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:6f1851eab59ca082c95df5a500106bad73672645625e04538b3ad0f69471ffcc", size = 9576878 }, + { url = "https://files.pythonhosted.org/packages/33/cd/b145f9797126f3f809d177ca378de57c45413c5099c5990de2658760594a/matplotlib-3.10.7-cp311-cp311-win_amd64.whl", hash = "sha256:6516ce375109c60ceec579e699524e9d504cd7578506f01150f7a6bc174a775e", size = 8115142 }, + { url = "https://files.pythonhosted.org/packages/2e/39/63bca9d2b78455ed497fcf51a9c71df200a11048f48249038f06447fa947/matplotlib-3.10.7-cp311-cp311-win_arm64.whl", hash = "sha256:b172db79759f5f9bc13ef1c3ef8b9ee7b37b0247f987fbbbdaa15e4f87fd46a9", size = 7992439 }, + { url = "https://files.pythonhosted.org/packages/be/b3/09eb0f7796932826ec20c25b517d568627754f6c6462fca19e12c02f2e12/matplotlib-3.10.7-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7a0edb7209e21840e8361e91ea84ea676658aa93edd5f8762793dec77a4a6748", size = 8272389 }, + { url = "https://files.pythonhosted.org/packages/11/0b/1ae80ddafb8652fd8046cb5c8460ecc8d4afccb89e2c6d6bec61e04e1eaf/matplotlib-3.10.7-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c380371d3c23e0eadf8ebff114445b9f970aff2010198d498d4ab4c3b41eea4f", size = 8128247 }, + { url = "https://files.pythonhosted.org/packages/7d/18/95ae2e242d4a5c98bd6e90e36e128d71cf1c7e39b0874feaed3ef782e789/matplotlib-3.10.7-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d5f256d49fea31f40f166a5e3131235a5d2f4b7f44520b1cf0baf1ce568ccff0", size = 8696996 }, + { url = "https://files.pythonhosted.org/packages/7e/3d/5b559efc800bd05cb2033aa85f7e13af51958136a48327f7c261801ff90a/matplotlib-3.10.7-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:11ae579ac83cdf3fb72573bb89f70e0534de05266728740d478f0f818983c695", size = 9530153 }, + { url = "https://files.pythonhosted.org/packages/88/57/eab4a719fd110312d3c220595d63a3c85ec2a39723f0f4e7fa7e6e3f74ba/matplotlib-3.10.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:4c14b6acd16cddc3569a2d515cfdd81c7a68ac5639b76548cfc1a9e48b20eb65", size = 9593093 }, + { url = "https://files.pythonhosted.org/packages/31/3c/80816f027b3a4a28cd2a0a6ef7f89a2db22310e945cd886ec25bfb399221/matplotlib-3.10.7-cp312-cp312-win_amd64.whl", hash = "sha256:0d8c32b7ea6fb80b1aeff5a2ceb3fb9778e2759e899d9beff75584714afcc5ee", size = 8122771 }, + { url = "https://files.pythonhosted.org/packages/de/77/ef1fc78bfe99999b2675435cc52120887191c566b25017d78beaabef7f2d/matplotlib-3.10.7-cp312-cp312-win_arm64.whl", hash = "sha256:5f3f6d315dcc176ba7ca6e74c7768fb7e4cf566c49cb143f6bc257b62e634ed8", size = 7992812 }, + { url = "https://files.pythonhosted.org/packages/02/9c/207547916a02c78f6bdd83448d9b21afbc42f6379ed887ecf610984f3b4e/matplotlib-3.10.7-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:1d9d3713a237970569156cfb4de7533b7c4eacdd61789726f444f96a0d28f57f", size = 8273212 }, + { url = "https://files.pythonhosted.org/packages/bc/d0/b3d3338d467d3fc937f0bb7f256711395cae6f78e22cef0656159950adf0/matplotlib-3.10.7-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:37a1fea41153dd6ee061d21ab69c9cf2cf543160b1b85d89cd3d2e2a7902ca4c", size = 8128713 }, + { url = "https://files.pythonhosted.org/packages/22/ff/6425bf5c20d79aa5b959d1ce9e65f599632345391381c9a104133fe0b171/matplotlib-3.10.7-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:b3c4ea4948d93c9c29dc01c0c23eef66f2101bf75158c291b88de6525c55c3d1", size = 8698527 }, + { url = "https://files.pythonhosted.org/packages/d0/7f/ccdca06f4c2e6c7989270ed7829b8679466682f4cfc0f8c9986241c023b6/matplotlib-3.10.7-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:22df30ffaa89f6643206cf13877191c63a50e8f800b038bc39bee9d2d4957632", size = 9529690 }, + { url = "https://files.pythonhosted.org/packages/b8/95/b80fc2c1f269f21ff3d193ca697358e24408c33ce2b106a7438a45407b63/matplotlib-3.10.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b69676845a0a66f9da30e87f48be36734d6748024b525ec4710be40194282c84", size = 9593732 }, + { url = "https://files.pythonhosted.org/packages/e1/b6/23064a96308b9aeceeffa65e96bcde459a2ea4934d311dee20afde7407a0/matplotlib-3.10.7-cp313-cp313-win_amd64.whl", hash = "sha256:744991e0cc863dd669c8dc9136ca4e6e0082be2070b9d793cbd64bec872a6815", size = 8122727 }, + { url = "https://files.pythonhosted.org/packages/b3/a6/2faaf48133b82cf3607759027f82b5c702aa99cdfcefb7f93d6ccf26a424/matplotlib-3.10.7-cp313-cp313-win_arm64.whl", hash = "sha256:fba2974df0bf8ce3c995fa84b79cde38326e0f7b5409e7a3a481c1141340bcf7", size = 7992958 }, + { url = "https://files.pythonhosted.org/packages/4a/f0/b018fed0b599bd48d84c08794cb242227fe3341952da102ee9d9682db574/matplotlib-3.10.7-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:932c55d1fa7af4423422cb6a492a31cbcbdbe68fd1a9a3f545aa5e7a143b5355", size = 8316849 }, + { url = "https://files.pythonhosted.org/packages/b0/b7/bb4f23856197659f275e11a2a164e36e65e9b48ea3e93c4ec25b4f163198/matplotlib-3.10.7-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5e38c2d581d62ee729a6e144c47a71b3f42fb4187508dbbf4fe71d5612c3433b", size = 8178225 }, + { url = "https://files.pythonhosted.org/packages/62/56/0600609893ff277e6f3ab3c0cef4eafa6e61006c058e84286c467223d4d5/matplotlib-3.10.7-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:786656bb13c237bbcebcd402f65f44dd61ead60ee3deb045af429d889c8dbc67", size = 8711708 }, + { url = "https://files.pythonhosted.org/packages/d8/1a/6bfecb0cafe94d6658f2f1af22c43b76cf7a1c2f0dc34ef84cbb6809617e/matplotlib-3.10.7-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:09d7945a70ea43bf9248f4b6582734c2fe726723204a76eca233f24cffc7ef67", size = 9541409 }, + { url = "https://files.pythonhosted.org/packages/08/50/95122a407d7f2e446fd865e2388a232a23f2b81934960ea802f3171518e4/matplotlib-3.10.7-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:d0b181e9fa8daf1d9f2d4c547527b167cb8838fc587deabca7b5c01f97199e84", size = 9594054 }, + { url = "https://files.pythonhosted.org/packages/13/76/75b194a43b81583478a81e78a07da8d9ca6ddf50dd0a2ccabf258059481d/matplotlib-3.10.7-cp313-cp313t-win_amd64.whl", hash = "sha256:31963603041634ce1a96053047b40961f7a29eb8f9a62e80cc2c0427aa1d22a2", size = 8200100 }, + { url = "https://files.pythonhosted.org/packages/f5/9e/6aefebdc9f8235c12bdeeda44cc0383d89c1e41da2c400caf3ee2073a3ce/matplotlib-3.10.7-cp313-cp313t-win_arm64.whl", hash = "sha256:aebed7b50aa6ac698c90f60f854b47e48cd2252b30510e7a1feddaf5a3f72cbf", size = 8042131 }, + { url = "https://files.pythonhosted.org/packages/0d/4b/e5bc2c321b6a7e3a75638d937d19ea267c34bd5a90e12bee76c4d7c7a0d9/matplotlib-3.10.7-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:d883460c43e8c6b173fef244a2341f7f7c0e9725c7fe68306e8e44ed9c8fb100", size = 8273787 }, + { url = "https://files.pythonhosted.org/packages/86/ad/6efae459c56c2fbc404da154e13e3a6039129f3c942b0152624f1c621f05/matplotlib-3.10.7-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:07124afcf7a6504eafcb8ce94091c5898bbdd351519a1beb5c45f7a38c67e77f", size = 8131348 }, + { url = "https://files.pythonhosted.org/packages/a6/5a/a4284d2958dee4116359cc05d7e19c057e64ece1b4ac986ab0f2f4d52d5a/matplotlib-3.10.7-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c17398b709a6cce3d9fdb1595c33e356d91c098cd9486cb2cc21ea2ea418e715", size = 9533949 }, + { url = "https://files.pythonhosted.org/packages/de/ff/f3781b5057fa3786623ad8976fc9f7b0d02b2f28534751fd5a44240de4cf/matplotlib-3.10.7-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7146d64f561498764561e9cd0ed64fcf582e570fc519e6f521e2d0cfd43365e1", size = 9804247 }, + { url = "https://files.pythonhosted.org/packages/47/5a/993a59facb8444efb0e197bf55f545ee449902dcee86a4dfc580c3b61314/matplotlib-3.10.7-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:90ad854c0a435da3104c01e2c6f0028d7e719b690998a2333d7218db80950722", size = 9595497 }, + { url = "https://files.pythonhosted.org/packages/0d/a5/77c95aaa9bb32c345cbb49626ad8eb15550cba2e6d4c88081a6c2ac7b08d/matplotlib-3.10.7-cp314-cp314-win_amd64.whl", hash = "sha256:4645fc5d9d20ffa3a39361fcdbcec731382763b623b72627806bf251b6388866", size = 8252732 }, + { url = "https://files.pythonhosted.org/packages/74/04/45d269b4268d222390d7817dae77b159651909669a34ee9fdee336db5883/matplotlib-3.10.7-cp314-cp314-win_arm64.whl", hash = "sha256:9257be2f2a03415f9105c486d304a321168e61ad450f6153d77c69504ad764bb", size = 8124240 }, + { url = "https://files.pythonhosted.org/packages/4b/c7/ca01c607bb827158b439208c153d6f14ddb9fb640768f06f7ca3488ae67b/matplotlib-3.10.7-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:1e4bbad66c177a8fdfa53972e5ef8be72a5f27e6a607cec0d8579abd0f3102b1", size = 8316938 }, + { url = "https://files.pythonhosted.org/packages/84/d2/5539e66e9f56d2fdec94bb8436f5e449683b4e199bcc897c44fbe3c99e28/matplotlib-3.10.7-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:d8eb7194b084b12feb19142262165832fc6ee879b945491d1c3d4660748020c4", size = 8178245 }, + { url = "https://files.pythonhosted.org/packages/77/b5/e6ca22901fd3e4fe433a82e583436dd872f6c966fca7e63cf806b40356f8/matplotlib-3.10.7-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4d41379b05528091f00e1728004f9a8d7191260f3862178b88e8fd770206318", size = 9541411 }, + { url = "https://files.pythonhosted.org/packages/9e/99/a4524db57cad8fee54b7237239a8f8360bfcfa3170d37c9e71c090c0f409/matplotlib-3.10.7-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4a74f79fafb2e177f240579bc83f0b60f82cc47d2f1d260f422a0627207008ca", size = 9803664 }, + { url = "https://files.pythonhosted.org/packages/e6/a5/85e2edf76ea0ad4288d174926d9454ea85f3ce5390cc4e6fab196cbf250b/matplotlib-3.10.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:702590829c30aada1e8cef0568ddbffa77ca747b4d6e36c6d173f66e301f89cc", size = 9594066 }, + { url = "https://files.pythonhosted.org/packages/39/69/9684368a314f6d83fe5c5ad2a4121a3a8e03723d2e5c8ea17b66c1bad0e7/matplotlib-3.10.7-cp314-cp314t-win_amd64.whl", hash = "sha256:f79d5de970fc90cd5591f60053aecfce1fcd736e0303d9f0bf86be649fa68fb8", size = 8342832 }, + { url = "https://files.pythonhosted.org/packages/04/5f/e22e08da14bc1a0894184640d47819d2338b792732e20d292bf86e5ab785/matplotlib-3.10.7-cp314-cp314t-win_arm64.whl", hash = "sha256:cb783436e47fcf82064baca52ce748af71725d0352e1d31564cbe9c95df92b9c", size = 8172585 }, + { url = "https://files.pythonhosted.org/packages/1e/6c/a9bcf03e9afb2a873e0a5855f79bce476d1023f26f8212969f2b7504756c/matplotlib-3.10.7-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:5c09cf8f2793f81368f49f118b6f9f937456362bee282eac575cca7f84cda537", size = 8241204 }, + { url = "https://files.pythonhosted.org/packages/5b/fd/0e6f5aa762ed689d9fa8750b08f1932628ffa7ed30e76423c399d19407d2/matplotlib-3.10.7-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:de66744b2bb88d5cd27e80dfc2ec9f0517d0a46d204ff98fe9e5f2864eb67657", size = 8104607 }, + { url = "https://files.pythonhosted.org/packages/b9/a9/21c9439d698fac5f0de8fc68b2405b738ed1f00e1279c76f2d9aa5521ead/matplotlib-3.10.7-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:53cc80662dd197ece414dd5b66e07370201515a3eaf52e7c518c68c16814773b", size = 8682257 }, + { url = "https://files.pythonhosted.org/packages/58/8f/76d5dc21ac64a49e5498d7f0472c0781dae442dd266a67458baec38288ec/matplotlib-3.10.7-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:15112bcbaef211bd663fa935ec33313b948e214454d949b723998a43357b17b0", size = 8252283 }, + { url = "https://files.pythonhosted.org/packages/27/0d/9c5d4c2317feb31d819e38c9f947c942f42ebd4eb935fc6fd3518a11eaa7/matplotlib-3.10.7-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d2a959c640cdeecdd2ec3136e8ea0441da59bcaf58d67e9c590740addba2cb68", size = 8116733 }, + { url = "https://files.pythonhosted.org/packages/9a/cc/3fe688ff1355010937713164caacf9ed443675ac48a997bab6ed23b3f7c0/matplotlib-3.10.7-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:3886e47f64611046bc1db523a09dd0a0a6bed6081e6f90e13806dd1d1d1b5e91", size = 8693919 }, ] [[package]] @@ -3026,9 +3022,9 @@ dependencies = [ { name = "starlette", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "uvicorn", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/f8/22/fae38092e6c2995c03232635028510d77e7decff31b4ae79dfa0ba99c635/mcp-1.20.0.tar.gz", hash = "sha256:9ccc09eaadbfbcbbdab1c9723cfe2e0d1d9e324d7d3ce7e332ef90b09ed35177", size = 451377, upload-time = "2025-10-30T22:14:53.421Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f8/22/fae38092e6c2995c03232635028510d77e7decff31b4ae79dfa0ba99c635/mcp-1.20.0.tar.gz", hash = "sha256:9ccc09eaadbfbcbbdab1c9723cfe2e0d1d9e324d7d3ce7e332ef90b09ed35177", size = 451377 } wheels = [ - { url = "https://files.pythonhosted.org/packages/df/00/76fc92f4892d47fecb37131d0e95ea69259f077d84c68f6793a0d96cfe80/mcp-1.20.0-py3-none-any.whl", hash = "sha256:d0dc06f93653f7432ff89f694721c87f79876b6f93741bf628ad1e48f7ac5e5d", size = 173136, upload-time = "2025-10-30T22:14:51.078Z" }, + { url = "https://files.pythonhosted.org/packages/df/00/76fc92f4892d47fecb37131d0e95ea69259f077d84c68f6793a0d96cfe80/mcp-1.20.0-py3-none-any.whl", hash = "sha256:d0dc06f93653f7432ff89f694721c87f79876b6f93741bf628ad1e48f7ac5e5d", size = 173136 }, ] [package.optional-dependencies] @@ -3040,9 +3036,9 @@ ws = [ name = "mdurl" version = "0.1.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729, upload-time = "2022-08-14T12:40:10.846Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d6/54/cfe61301667036ec958cb99bd3efefba235e65cdeb9c84d24a8293ba1d90/mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba", size = 8729 } wheels = [ - { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979, upload-time = "2022-08-14T12:40:09.779Z" }, + { url = "https://files.pythonhosted.org/packages/b3/38/89ba8ad64ae25be8de66a6d463314cf1eb366222074cfda9ee839c56a4b4/mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8", size = 9979 }, ] [[package]] @@ -3058,9 +3054,9 @@ dependencies = [ { name = "qdrant-client", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "sqlalchemy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/99/02/b6c3bba83b4bb6450e6c8a07e4419b24644007588f5ef427b680addbd30f/mem0ai-1.0.0.tar.gz", hash = "sha256:8a891502e6547436adb526a59acf091cacaa689e182e186f4dd8baf185d75224", size = 177780, upload-time = "2025-10-16T10:36:23.871Z" } +sdist = { url = "https://files.pythonhosted.org/packages/99/02/b6c3bba83b4bb6450e6c8a07e4419b24644007588f5ef427b680addbd30f/mem0ai-1.0.0.tar.gz", hash = "sha256:8a891502e6547436adb526a59acf091cacaa689e182e186f4dd8baf185d75224", size = 177780 } wheels = [ - { url = "https://files.pythonhosted.org/packages/61/49/eed6e2a77bf90e37da25c9a336af6a6129b0baae76551409ee995f0a1f0c/mem0ai-1.0.0-py3-none-any.whl", hash = "sha256:107fd2990613eba34880ca6578e6cdd4a8158fd35f5b80be031b6e2b5a66a1f1", size = 268141, upload-time = "2025-10-16T10:36:21.63Z" }, + { url = "https://files.pythonhosted.org/packages/61/49/eed6e2a77bf90e37da25c9a336af6a6129b0baae76551409ee995f0a1f0c/mem0ai-1.0.0-py3-none-any.whl", hash = "sha256:107fd2990613eba34880ca6578e6cdd4a8158fd35f5b80be031b6e2b5a66a1f1", size = 268141 }, ] [[package]] @@ -3070,9 +3066,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/7e/51/2698980f425cda122f5b755a957c3c2db604c0b9a787c6add5aa4649c237/microsoft_agents_activity-0.5.3.tar.gz", hash = "sha256:d80b055591df561df8cebda9e1712012352581a396b36459133a951982b3a760", size = 55892, upload-time = "2025-10-31T15:40:49.332Z" } +sdist = { url = "https://files.pythonhosted.org/packages/7e/51/2698980f425cda122f5b755a957c3c2db604c0b9a787c6add5aa4649c237/microsoft_agents_activity-0.5.3.tar.gz", hash = "sha256:d80b055591df561df8cebda9e1712012352581a396b36459133a951982b3a760", size = 55892 } wheels = [ - { url = "https://files.pythonhosted.org/packages/75/3d/9618243e7b6f1f6295642c4e2dfca65b3a37794efbe1bdec15f0a93827d9/microsoft_agents_activity-0.5.3-py3-none-any.whl", hash = "sha256:5ae2447ac47c32f03c614694f520817cd225c9c502ec08b90d448311fb5bf3b4", size = 127861, upload-time = "2025-10-31T15:40:57.628Z" }, + { url = "https://files.pythonhosted.org/packages/75/3d/9618243e7b6f1f6295642c4e2dfca65b3a37794efbe1bdec15f0a93827d9/microsoft_agents_activity-0.5.3-py3-none-any.whl", hash = "sha256:5ae2447ac47c32f03c614694f520817cd225c9c502ec08b90d448311fb5bf3b4", size = 127861 }, ] [[package]] @@ -3082,9 +3078,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "microsoft-agents-hosting-core", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/7e/22/109164fb585c4baee40d2372c5d76254ec4a28219908f11cd27ac92aa6c1/microsoft_agents_copilotstudio_client-0.5.3.tar.gz", hash = "sha256:a57ea6b3cb47dbb5ad22e59c986208ace6479e35da3f644e6346f4dfd85db57c", size = 11161, upload-time = "2025-10-31T15:40:51.444Z" } +sdist = { url = "https://files.pythonhosted.org/packages/7e/22/109164fb585c4baee40d2372c5d76254ec4a28219908f11cd27ac92aa6c1/microsoft_agents_copilotstudio_client-0.5.3.tar.gz", hash = "sha256:a57ea6b3cb47dbb5ad22e59c986208ace6479e35da3f644e6346f4dfd85db57c", size = 11161 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c4/65/984e139c85657ff0c8df0ed98a167c8b9434f4fd4f32862b4a6490b8c714/microsoft_agents_copilotstudio_client-0.5.3-py3-none-any.whl", hash = "sha256:6a36fce5c8c1a2df6f5142e35b12c69be80959ecff6d60cc309661018c40f00a", size = 11091, upload-time = "2025-10-31T15:40:59.718Z" }, + { url = "https://files.pythonhosted.org/packages/c4/65/984e139c85657ff0c8df0ed98a167c8b9434f4fd4f32862b4a6490b8c714/microsoft_agents_copilotstudio_client-0.5.3-py3-none-any.whl", hash = "sha256:6a36fce5c8c1a2df6f5142e35b12c69be80959ecff6d60cc309661018c40f00a", size = 11091 }, ] [[package]] @@ -3098,9 +3094,9 @@ dependencies = [ { name = "pyjwt", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "python-dotenv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b1/98/7755c07b2ae5faf3e4dc14b17e44680a600c8b840b3003fb326d5720dea1/microsoft_agents_hosting_core-0.5.3.tar.gz", hash = "sha256:b113d4ea5c9e555bbf61037bb2a1a7a3ce7e5e4a7a0f681a3bd4719ba72ff821", size = 81672, upload-time = "2025-10-31T15:40:53.557Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b1/98/7755c07b2ae5faf3e4dc14b17e44680a600c8b840b3003fb326d5720dea1/microsoft_agents_hosting_core-0.5.3.tar.gz", hash = "sha256:b113d4ea5c9e555bbf61037bb2a1a7a3ce7e5e4a7a0f681a3bd4719ba72ff821", size = 81672 } wheels = [ - { url = "https://files.pythonhosted.org/packages/95/57/c9e98475971c9da9cc9ff88195bbfcfae90dba511ebe14610be79f23ab3f/microsoft_agents_hosting_core-0.5.3-py3-none-any.whl", hash = "sha256:8c228a8814dcf1a86dd60e4c7574a2e86078962695fabd693a118097e703e982", size = 120668, upload-time = "2025-10-31T15:41:01.691Z" }, + { url = "https://files.pythonhosted.org/packages/95/57/c9e98475971c9da9cc9ff88195bbfcfae90dba511ebe14610be79f23ab3f/microsoft_agents_hosting_core-0.5.3-py3-none-any.whl", hash = "sha256:8c228a8814dcf1a86dd60e4c7574a2e86078962695fabd693a118097e703e982", size = 120668 }, ] [[package]] @@ -3111,47 +3107,47 @@ dependencies = [ { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, { name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/78/a7/aad060393123cfb383956dca68402aff3db1e1caffd5764887ed5153f41b/ml_dtypes-0.5.3.tar.gz", hash = "sha256:95ce33057ba4d05df50b1f3cfefab22e351868a843b3b15a46c65836283670c9", size = 692316, upload-time = "2025-07-29T18:39:19.454Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/ac/bb/1f32124ab6d3a279ea39202fe098aea95b2d81ef0ce1d48612b6bf715e82/ml_dtypes-0.5.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0a1d68a7cb53e3f640b2b6a34d12c0542da3dd935e560fdf463c0c77f339fc20", size = 667409, upload-time = "2025-07-29T18:38:17.321Z" }, - { url = "https://files.pythonhosted.org/packages/1d/ac/e002d12ae19136e25bb41c7d14d7e1a1b08f3c0e99a44455ff6339796507/ml_dtypes-0.5.3-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0cd5a6c711b5350f3cbc2ac28def81cd1c580075ccb7955e61e9d8f4bfd40d24", size = 4960702, upload-time = "2025-07-29T18:38:19.616Z" }, - { url = "https://files.pythonhosted.org/packages/dd/12/79e9954e6b3255a4b1becb191a922d6e2e94d03d16a06341ae9261963ae8/ml_dtypes-0.5.3-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bdcf26c2dbc926b8a35ec8cbfad7eff1a8bd8239e12478caca83a1fc2c400dc2", size = 4933471, upload-time = "2025-07-29T18:38:21.809Z" }, - { url = "https://files.pythonhosted.org/packages/d5/aa/d1eff619e83cd1ddf6b561d8240063d978e5d887d1861ba09ef01778ec3a/ml_dtypes-0.5.3-cp310-cp310-win_amd64.whl", hash = "sha256:aecbd7c5272c82e54d5b99d8435fd10915d1bc704b7df15e4d9ca8dc3902be61", size = 206330, upload-time = "2025-07-29T18:38:23.663Z" }, - { url = "https://files.pythonhosted.org/packages/af/f1/720cb1409b5d0c05cff9040c0e9fba73fa4c67897d33babf905d5d46a070/ml_dtypes-0.5.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:4a177b882667c69422402df6ed5c3428ce07ac2c1f844d8a1314944651439458", size = 667412, upload-time = "2025-07-29T18:38:25.275Z" }, - { url = "https://files.pythonhosted.org/packages/6a/d5/05861ede5d299f6599f86e6bc1291714e2116d96df003cfe23cc54bcc568/ml_dtypes-0.5.3-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9849ce7267444c0a717c80c6900997de4f36e2815ce34ac560a3edb2d9a64cd2", size = 4964606, upload-time = "2025-07-29T18:38:27.045Z" }, - { url = "https://files.pythonhosted.org/packages/db/dc/72992b68de367741bfab8df3b3fe7c29f982b7279d341aa5bf3e7ef737ea/ml_dtypes-0.5.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c3f5ae0309d9f888fd825c2e9d0241102fadaca81d888f26f845bc8c13c1e4ee", size = 4938435, upload-time = "2025-07-29T18:38:29.193Z" }, - { url = "https://files.pythonhosted.org/packages/81/1c/d27a930bca31fb07d975a2d7eaf3404f9388114463b9f15032813c98f893/ml_dtypes-0.5.3-cp311-cp311-win_amd64.whl", hash = "sha256:58e39349d820b5702bb6f94ea0cb2dc8ec62ee81c0267d9622067d8333596a46", size = 206334, upload-time = "2025-07-29T18:38:30.687Z" }, - { url = "https://files.pythonhosted.org/packages/1a/d8/6922499effa616012cb8dc445280f66d100a7ff39b35c864cfca019b3f89/ml_dtypes-0.5.3-cp311-cp311-win_arm64.whl", hash = "sha256:66c2756ae6cfd7f5224e355c893cfd617fa2f747b8bbd8996152cbdebad9a184", size = 157584, upload-time = "2025-07-29T18:38:32.187Z" }, - { url = "https://files.pythonhosted.org/packages/0d/eb/bc07c88a6ab002b4635e44585d80fa0b350603f11a2097c9d1bfacc03357/ml_dtypes-0.5.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:156418abeeda48ea4797db6776db3c5bdab9ac7be197c1233771e0880c304057", size = 663864, upload-time = "2025-07-29T18:38:33.777Z" }, - { url = "https://files.pythonhosted.org/packages/cf/89/11af9b0f21b99e6386b6581ab40fb38d03225f9de5f55cf52097047e2826/ml_dtypes-0.5.3-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1db60c154989af253f6c4a34e8a540c2c9dce4d770784d426945e09908fbb177", size = 4951313, upload-time = "2025-07-29T18:38:36.45Z" }, - { url = "https://files.pythonhosted.org/packages/d8/a9/b98b86426c24900b0c754aad006dce2863df7ce0bb2bcc2c02f9cc7e8489/ml_dtypes-0.5.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1b255acada256d1fa8c35ed07b5f6d18bc21d1556f842fbc2d5718aea2cd9e55", size = 4928805, upload-time = "2025-07-29T18:38:38.29Z" }, - { url = "https://files.pythonhosted.org/packages/50/c1/85e6be4fc09c6175f36fb05a45917837f30af9a5146a5151cb3a3f0f9e09/ml_dtypes-0.5.3-cp312-cp312-win_amd64.whl", hash = "sha256:da65e5fd3eea434ccb8984c3624bc234ddcc0d9f4c81864af611aaebcc08a50e", size = 208182, upload-time = "2025-07-29T18:38:39.72Z" }, - { url = "https://files.pythonhosted.org/packages/9e/17/cf5326d6867be057f232d0610de1458f70a8ce7b6290e4b4a277ea62b4cd/ml_dtypes-0.5.3-cp312-cp312-win_arm64.whl", hash = "sha256:8bb9cd1ce63096567f5f42851f5843b5a0ea11511e50039a7649619abfb4ba6d", size = 161560, upload-time = "2025-07-29T18:38:41.072Z" }, - { url = "https://files.pythonhosted.org/packages/2d/87/1bcc98a66de7b2455dfb292f271452cac9edc4e870796e0d87033524d790/ml_dtypes-0.5.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:5103856a225465371fe119f2fef737402b705b810bd95ad5f348e6e1a6ae21af", size = 663781, upload-time = "2025-07-29T18:38:42.984Z" }, - { url = "https://files.pythonhosted.org/packages/fd/2c/bd2a79ba7c759ee192b5601b675b180a3fd6ccf48ffa27fe1782d280f1a7/ml_dtypes-0.5.3-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4cae435a68861660af81fa3c5af16b70ca11a17275c5b662d9c6f58294e0f113", size = 4956217, upload-time = "2025-07-29T18:38:44.65Z" }, - { url = "https://files.pythonhosted.org/packages/14/f3/091ba84e5395d7fe5b30c081a44dec881cd84b408db1763ee50768b2ab63/ml_dtypes-0.5.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6936283b56d74fbec431ca57ce58a90a908fdbd14d4e2d22eea6d72bb208a7b7", size = 4933109, upload-time = "2025-07-29T18:38:46.405Z" }, - { url = "https://files.pythonhosted.org/packages/bc/24/054036dbe32c43295382c90a1363241684c4d6aaa1ecc3df26bd0c8d5053/ml_dtypes-0.5.3-cp313-cp313-win_amd64.whl", hash = "sha256:d0f730a17cf4f343b2c7ad50cee3bd19e969e793d2be6ed911f43086460096e4", size = 208187, upload-time = "2025-07-29T18:38:48.24Z" }, - { url = "https://files.pythonhosted.org/packages/a6/3d/7dc3ec6794a4a9004c765e0c341e32355840b698f73fd2daff46f128afc1/ml_dtypes-0.5.3-cp313-cp313-win_arm64.whl", hash = "sha256:2db74788fc01914a3c7f7da0763427280adfc9cd377e9604b6b64eb8097284bd", size = 161559, upload-time = "2025-07-29T18:38:50.493Z" }, - { url = "https://files.pythonhosted.org/packages/12/91/e6c7a0d67a152b9330445f9f0cf8ae6eee9b83f990b8c57fe74631e42a90/ml_dtypes-0.5.3-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:93c36a08a6d158db44f2eb9ce3258e53f24a9a4a695325a689494f0fdbc71770", size = 689321, upload-time = "2025-07-29T18:38:52.03Z" }, - { url = "https://files.pythonhosted.org/packages/9e/6c/b7b94b84a104a5be1883305b87d4c6bd6ae781504474b4cca067cb2340ec/ml_dtypes-0.5.3-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0e44a3761f64bc009d71ddb6d6c71008ba21b53ab6ee588dadab65e2fa79eafc", size = 5274495, upload-time = "2025-07-29T18:38:53.797Z" }, - { url = "https://files.pythonhosted.org/packages/5b/38/6266604dffb43378055394ea110570cf261a49876fc48f548dfe876f34cc/ml_dtypes-0.5.3-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bdf40d2aaabd3913dec11840f0d0ebb1b93134f99af6a0a4fd88ffe924928ab4", size = 5285422, upload-time = "2025-07-29T18:38:56.603Z" }, - { url = "https://files.pythonhosted.org/packages/7c/88/8612ff177d043a474b9408f0382605d881eeb4125ba89d4d4b3286573a83/ml_dtypes-0.5.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:aec640bd94c4c85c0d11e2733bd13cbb10438fb004852996ec0efbc6cacdaf70", size = 661182, upload-time = "2025-07-29T18:38:58.414Z" }, - { url = "https://files.pythonhosted.org/packages/6f/2b/0569a5e88b29240d373e835107c94ae9256fb2191d3156b43b2601859eff/ml_dtypes-0.5.3-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bda32ce212baa724e03c68771e5c69f39e584ea426bfe1a701cb01508ffc7035", size = 4956187, upload-time = "2025-07-29T18:39:00.611Z" }, - { url = "https://files.pythonhosted.org/packages/51/66/273c2a06ae44562b104b61e6b14444da00061fd87652506579d7eb2c40b1/ml_dtypes-0.5.3-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c205cac07d24a29840c163d6469f61069ce4b065518519216297fc2f261f8db9", size = 4930911, upload-time = "2025-07-29T18:39:02.405Z" }, - { url = "https://files.pythonhosted.org/packages/93/ab/606be3e87dc0821bd360c8c1ee46108025c31a4f96942b63907bb441b87d/ml_dtypes-0.5.3-cp314-cp314-win_amd64.whl", hash = "sha256:cd7c0bb22d4ff86d65ad61b5dd246812e8993fbc95b558553624c33e8b6903ea", size = 216664, upload-time = "2025-07-29T18:39:03.927Z" }, - { url = "https://files.pythonhosted.org/packages/30/a2/e900690ca47d01dffffd66375c5de8c4f8ced0f1ef809ccd3b25b3e6b8fa/ml_dtypes-0.5.3-cp314-cp314-win_arm64.whl", hash = "sha256:9d55ea7f7baf2aed61bf1872116cefc9d0c3693b45cae3916897ee27ef4b835e", size = 160203, upload-time = "2025-07-29T18:39:05.671Z" }, - { url = "https://files.pythonhosted.org/packages/53/21/783dfb51f40d2660afeb9bccf3612b99f6a803d980d2a09132b0f9d216ab/ml_dtypes-0.5.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:e12e29764a0e66a7a31e9b8bf1de5cc0423ea72979f45909acd4292de834ccd3", size = 689324, upload-time = "2025-07-29T18:39:07.567Z" }, - { url = "https://files.pythonhosted.org/packages/09/f7/a82d249c711abf411ac027b7163f285487f5e615c3e0716c61033ce996ab/ml_dtypes-0.5.3-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:19f6c3a4f635c2fc9e2aa7d91416bd7a3d649b48350c51f7f715a09370a90d93", size = 5275917, upload-time = "2025-07-29T18:39:09.339Z" }, - { url = "https://files.pythonhosted.org/packages/7f/3c/541c4b30815ab90ebfbb51df15d0b4254f2f9f1e2b4907ab229300d5e6f2/ml_dtypes-0.5.3-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ab039ffb40f3dc0aeeeba84fd6c3452781b5e15bef72e2d10bcb33e4bbffc39", size = 5285284, upload-time = "2025-07-29T18:39:11.532Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/78/a7/aad060393123cfb383956dca68402aff3db1e1caffd5764887ed5153f41b/ml_dtypes-0.5.3.tar.gz", hash = "sha256:95ce33057ba4d05df50b1f3cfefab22e351868a843b3b15a46c65836283670c9", size = 692316 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ac/bb/1f32124ab6d3a279ea39202fe098aea95b2d81ef0ce1d48612b6bf715e82/ml_dtypes-0.5.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0a1d68a7cb53e3f640b2b6a34d12c0542da3dd935e560fdf463c0c77f339fc20", size = 667409 }, + { url = "https://files.pythonhosted.org/packages/1d/ac/e002d12ae19136e25bb41c7d14d7e1a1b08f3c0e99a44455ff6339796507/ml_dtypes-0.5.3-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0cd5a6c711b5350f3cbc2ac28def81cd1c580075ccb7955e61e9d8f4bfd40d24", size = 4960702 }, + { url = "https://files.pythonhosted.org/packages/dd/12/79e9954e6b3255a4b1becb191a922d6e2e94d03d16a06341ae9261963ae8/ml_dtypes-0.5.3-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bdcf26c2dbc926b8a35ec8cbfad7eff1a8bd8239e12478caca83a1fc2c400dc2", size = 4933471 }, + { url = "https://files.pythonhosted.org/packages/d5/aa/d1eff619e83cd1ddf6b561d8240063d978e5d887d1861ba09ef01778ec3a/ml_dtypes-0.5.3-cp310-cp310-win_amd64.whl", hash = "sha256:aecbd7c5272c82e54d5b99d8435fd10915d1bc704b7df15e4d9ca8dc3902be61", size = 206330 }, + { url = "https://files.pythonhosted.org/packages/af/f1/720cb1409b5d0c05cff9040c0e9fba73fa4c67897d33babf905d5d46a070/ml_dtypes-0.5.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:4a177b882667c69422402df6ed5c3428ce07ac2c1f844d8a1314944651439458", size = 667412 }, + { url = "https://files.pythonhosted.org/packages/6a/d5/05861ede5d299f6599f86e6bc1291714e2116d96df003cfe23cc54bcc568/ml_dtypes-0.5.3-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9849ce7267444c0a717c80c6900997de4f36e2815ce34ac560a3edb2d9a64cd2", size = 4964606 }, + { url = "https://files.pythonhosted.org/packages/db/dc/72992b68de367741bfab8df3b3fe7c29f982b7279d341aa5bf3e7ef737ea/ml_dtypes-0.5.3-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c3f5ae0309d9f888fd825c2e9d0241102fadaca81d888f26f845bc8c13c1e4ee", size = 4938435 }, + { url = "https://files.pythonhosted.org/packages/81/1c/d27a930bca31fb07d975a2d7eaf3404f9388114463b9f15032813c98f893/ml_dtypes-0.5.3-cp311-cp311-win_amd64.whl", hash = "sha256:58e39349d820b5702bb6f94ea0cb2dc8ec62ee81c0267d9622067d8333596a46", size = 206334 }, + { url = "https://files.pythonhosted.org/packages/1a/d8/6922499effa616012cb8dc445280f66d100a7ff39b35c864cfca019b3f89/ml_dtypes-0.5.3-cp311-cp311-win_arm64.whl", hash = "sha256:66c2756ae6cfd7f5224e355c893cfd617fa2f747b8bbd8996152cbdebad9a184", size = 157584 }, + { url = "https://files.pythonhosted.org/packages/0d/eb/bc07c88a6ab002b4635e44585d80fa0b350603f11a2097c9d1bfacc03357/ml_dtypes-0.5.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:156418abeeda48ea4797db6776db3c5bdab9ac7be197c1233771e0880c304057", size = 663864 }, + { url = "https://files.pythonhosted.org/packages/cf/89/11af9b0f21b99e6386b6581ab40fb38d03225f9de5f55cf52097047e2826/ml_dtypes-0.5.3-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1db60c154989af253f6c4a34e8a540c2c9dce4d770784d426945e09908fbb177", size = 4951313 }, + { url = "https://files.pythonhosted.org/packages/d8/a9/b98b86426c24900b0c754aad006dce2863df7ce0bb2bcc2c02f9cc7e8489/ml_dtypes-0.5.3-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1b255acada256d1fa8c35ed07b5f6d18bc21d1556f842fbc2d5718aea2cd9e55", size = 4928805 }, + { url = "https://files.pythonhosted.org/packages/50/c1/85e6be4fc09c6175f36fb05a45917837f30af9a5146a5151cb3a3f0f9e09/ml_dtypes-0.5.3-cp312-cp312-win_amd64.whl", hash = "sha256:da65e5fd3eea434ccb8984c3624bc234ddcc0d9f4c81864af611aaebcc08a50e", size = 208182 }, + { url = "https://files.pythonhosted.org/packages/9e/17/cf5326d6867be057f232d0610de1458f70a8ce7b6290e4b4a277ea62b4cd/ml_dtypes-0.5.3-cp312-cp312-win_arm64.whl", hash = "sha256:8bb9cd1ce63096567f5f42851f5843b5a0ea11511e50039a7649619abfb4ba6d", size = 161560 }, + { url = "https://files.pythonhosted.org/packages/2d/87/1bcc98a66de7b2455dfb292f271452cac9edc4e870796e0d87033524d790/ml_dtypes-0.5.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:5103856a225465371fe119f2fef737402b705b810bd95ad5f348e6e1a6ae21af", size = 663781 }, + { url = "https://files.pythonhosted.org/packages/fd/2c/bd2a79ba7c759ee192b5601b675b180a3fd6ccf48ffa27fe1782d280f1a7/ml_dtypes-0.5.3-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4cae435a68861660af81fa3c5af16b70ca11a17275c5b662d9c6f58294e0f113", size = 4956217 }, + { url = "https://files.pythonhosted.org/packages/14/f3/091ba84e5395d7fe5b30c081a44dec881cd84b408db1763ee50768b2ab63/ml_dtypes-0.5.3-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6936283b56d74fbec431ca57ce58a90a908fdbd14d4e2d22eea6d72bb208a7b7", size = 4933109 }, + { url = "https://files.pythonhosted.org/packages/bc/24/054036dbe32c43295382c90a1363241684c4d6aaa1ecc3df26bd0c8d5053/ml_dtypes-0.5.3-cp313-cp313-win_amd64.whl", hash = "sha256:d0f730a17cf4f343b2c7ad50cee3bd19e969e793d2be6ed911f43086460096e4", size = 208187 }, + { url = "https://files.pythonhosted.org/packages/a6/3d/7dc3ec6794a4a9004c765e0c341e32355840b698f73fd2daff46f128afc1/ml_dtypes-0.5.3-cp313-cp313-win_arm64.whl", hash = "sha256:2db74788fc01914a3c7f7da0763427280adfc9cd377e9604b6b64eb8097284bd", size = 161559 }, + { url = "https://files.pythonhosted.org/packages/12/91/e6c7a0d67a152b9330445f9f0cf8ae6eee9b83f990b8c57fe74631e42a90/ml_dtypes-0.5.3-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:93c36a08a6d158db44f2eb9ce3258e53f24a9a4a695325a689494f0fdbc71770", size = 689321 }, + { url = "https://files.pythonhosted.org/packages/9e/6c/b7b94b84a104a5be1883305b87d4c6bd6ae781504474b4cca067cb2340ec/ml_dtypes-0.5.3-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0e44a3761f64bc009d71ddb6d6c71008ba21b53ab6ee588dadab65e2fa79eafc", size = 5274495 }, + { url = "https://files.pythonhosted.org/packages/5b/38/6266604dffb43378055394ea110570cf261a49876fc48f548dfe876f34cc/ml_dtypes-0.5.3-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bdf40d2aaabd3913dec11840f0d0ebb1b93134f99af6a0a4fd88ffe924928ab4", size = 5285422 }, + { url = "https://files.pythonhosted.org/packages/7c/88/8612ff177d043a474b9408f0382605d881eeb4125ba89d4d4b3286573a83/ml_dtypes-0.5.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:aec640bd94c4c85c0d11e2733bd13cbb10438fb004852996ec0efbc6cacdaf70", size = 661182 }, + { url = "https://files.pythonhosted.org/packages/6f/2b/0569a5e88b29240d373e835107c94ae9256fb2191d3156b43b2601859eff/ml_dtypes-0.5.3-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bda32ce212baa724e03c68771e5c69f39e584ea426bfe1a701cb01508ffc7035", size = 4956187 }, + { url = "https://files.pythonhosted.org/packages/51/66/273c2a06ae44562b104b61e6b14444da00061fd87652506579d7eb2c40b1/ml_dtypes-0.5.3-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c205cac07d24a29840c163d6469f61069ce4b065518519216297fc2f261f8db9", size = 4930911 }, + { url = "https://files.pythonhosted.org/packages/93/ab/606be3e87dc0821bd360c8c1ee46108025c31a4f96942b63907bb441b87d/ml_dtypes-0.5.3-cp314-cp314-win_amd64.whl", hash = "sha256:cd7c0bb22d4ff86d65ad61b5dd246812e8993fbc95b558553624c33e8b6903ea", size = 216664 }, + { url = "https://files.pythonhosted.org/packages/30/a2/e900690ca47d01dffffd66375c5de8c4f8ced0f1ef809ccd3b25b3e6b8fa/ml_dtypes-0.5.3-cp314-cp314-win_arm64.whl", hash = "sha256:9d55ea7f7baf2aed61bf1872116cefc9d0c3693b45cae3916897ee27ef4b835e", size = 160203 }, + { url = "https://files.pythonhosted.org/packages/53/21/783dfb51f40d2660afeb9bccf3612b99f6a803d980d2a09132b0f9d216ab/ml_dtypes-0.5.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:e12e29764a0e66a7a31e9b8bf1de5cc0423ea72979f45909acd4292de834ccd3", size = 689324 }, + { url = "https://files.pythonhosted.org/packages/09/f7/a82d249c711abf411ac027b7163f285487f5e615c3e0716c61033ce996ab/ml_dtypes-0.5.3-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:19f6c3a4f635c2fc9e2aa7d91416bd7a3d649b48350c51f7f715a09370a90d93", size = 5275917 }, + { url = "https://files.pythonhosted.org/packages/7f/3c/541c4b30815ab90ebfbb51df15d0b4254f2f9f1e2b4907ab229300d5e6f2/ml_dtypes-0.5.3-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:5ab039ffb40f3dc0aeeeba84fd6c3452781b5e15bef72e2d10bcb33e4bbffc39", size = 5285284 }, ] [[package]] name = "mpmath" version = "1.3.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e0/47/dd32fa426cc72114383ac549964eecb20ecfd886d1e5ccf5340b55b02f57/mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f", size = 508106, upload-time = "2023-03-07T16:47:11.061Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e0/47/dd32fa426cc72114383ac549964eecb20ecfd886d1e5ccf5340b55b02f57/mpmath-1.3.0.tar.gz", hash = "sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f", size = 508106 } wheels = [ - { url = "https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c", size = 536198, upload-time = "2023-03-07T16:47:09.197Z" }, + { url = "https://files.pythonhosted.org/packages/43/e3/7d92a15f894aa0c9c4b49b8ee9ac9850d6e63b03c9c32c0367a13ae62209/mpmath-1.3.0-py3-none-any.whl", hash = "sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c", size = 536198 }, ] [[package]] @@ -3163,9 +3159,9 @@ dependencies = [ { name = "pyjwt", extra = ["crypto"], marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/cf/0e/c857c46d653e104019a84f22d4494f2119b4fe9f896c92b4b864b3b045cc/msal-1.34.0.tar.gz", hash = "sha256:76ba83b716ea5a6d75b0279c0ac353a0e05b820ca1f6682c0eb7f45190c43c2f", size = 153961, upload-time = "2025-09-22T23:05:48.989Z" } +sdist = { url = "https://files.pythonhosted.org/packages/cf/0e/c857c46d653e104019a84f22d4494f2119b4fe9f896c92b4b864b3b045cc/msal-1.34.0.tar.gz", hash = "sha256:76ba83b716ea5a6d75b0279c0ac353a0e05b820ca1f6682c0eb7f45190c43c2f", size = 153961 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c2/dc/18d48843499e278538890dc709e9ee3dea8375f8be8e82682851df1b48b5/msal-1.34.0-py3-none-any.whl", hash = "sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1", size = 116987, upload-time = "2025-09-22T23:05:47.294Z" }, + { url = "https://files.pythonhosted.org/packages/c2/dc/18d48843499e278538890dc709e9ee3dea8375f8be8e82682851df1b48b5/msal-1.34.0-py3-none-any.whl", hash = "sha256:f669b1644e4950115da7a176441b0e13ec2975c29528d8b9e81316023676d6e1", size = 116987 }, ] [[package]] @@ -3175,9 +3171,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "msal", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/01/99/5d239b6156eddf761a636bded1118414d161bd6b7b37a9335549ed159396/msal_extensions-1.3.1.tar.gz", hash = "sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4", size = 23315, upload-time = "2025-03-14T23:51:03.902Z" } +sdist = { url = "https://files.pythonhosted.org/packages/01/99/5d239b6156eddf761a636bded1118414d161bd6b7b37a9335549ed159396/msal_extensions-1.3.1.tar.gz", hash = "sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4", size = 23315 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5e/75/bd9b7bb966668920f06b200e84454c8f3566b102183bc55c5473d96cb2b9/msal_extensions-1.3.1-py3-none-any.whl", hash = "sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca", size = 20583, upload-time = "2025-03-14T23:51:03.016Z" }, + { url = "https://files.pythonhosted.org/packages/5e/75/bd9b7bb966668920f06b200e84454c8f3566b102183bc55c5473d96cb2b9/msal_extensions-1.3.1-py3-none-any.whl", hash = "sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca", size = 20583 }, ] [[package]] @@ -3187,135 +3183,135 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/80/1e/5492c365f222f907de1039b91f922b93fa4f764c713ee858d235495d8f50/multidict-6.7.0.tar.gz", hash = "sha256:c6e99d9a65ca282e578dfea819cfa9c0a62b2499d8677392e09feaf305e9e6f5", size = 101834, upload-time = "2025-10-06T14:52:30.657Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/a9/63/7bdd4adc330abcca54c85728db2327130e49e52e8c3ce685cec44e0f2e9f/multidict-6.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9f474ad5acda359c8758c8accc22032c6abe6dc87a8be2440d097785e27a9349", size = 77153, upload-time = "2025-10-06T14:48:26.409Z" }, - { url = "https://files.pythonhosted.org/packages/3f/bb/b6c35ff175ed1a3142222b78455ee31be71a8396ed3ab5280fbe3ebe4e85/multidict-6.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b7a9db5a870f780220e931d0002bbfd88fb53aceb6293251e2c839415c1b20e", size = 44993, upload-time = "2025-10-06T14:48:28.4Z" }, - { url = "https://files.pythonhosted.org/packages/e0/1f/064c77877c5fa6df6d346e68075c0f6998547afe952d6471b4c5f6a7345d/multidict-6.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:03ca744319864e92721195fa28c7a3b2bc7b686246b35e4078c1e4d0eb5466d3", size = 44607, upload-time = "2025-10-06T14:48:29.581Z" }, - { url = "https://files.pythonhosted.org/packages/04/7a/bf6aa92065dd47f287690000b3d7d332edfccb2277634cadf6a810463c6a/multidict-6.7.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:f0e77e3c0008bc9316e662624535b88d360c3a5d3f81e15cf12c139a75250046", size = 241847, upload-time = "2025-10-06T14:48:32.107Z" }, - { url = "https://files.pythonhosted.org/packages/94/39/297a8de920f76eda343e4ce05f3b489f0ab3f9504f2576dfb37b7c08ca08/multidict-6.7.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:08325c9e5367aa379a3496aa9a022fe8837ff22e00b94db256d3a1378c76ab32", size = 242616, upload-time = "2025-10-06T14:48:34.054Z" }, - { url = "https://files.pythonhosted.org/packages/39/3a/d0eee2898cfd9d654aea6cb8c4addc2f9756e9a7e09391cfe55541f917f7/multidict-6.7.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e2862408c99f84aa571ab462d25236ef9cb12a602ea959ba9c9009a54902fc73", size = 222333, upload-time = "2025-10-06T14:48:35.9Z" }, - { url = "https://files.pythonhosted.org/packages/05/48/3b328851193c7a4240815b71eea165b49248867bbb6153a0aee227a0bb47/multidict-6.7.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4d72a9a2d885f5c208b0cb91ff2ed43636bb7e345ec839ff64708e04f69a13cc", size = 253239, upload-time = "2025-10-06T14:48:37.302Z" }, - { url = "https://files.pythonhosted.org/packages/b1/ca/0706a98c8d126a89245413225ca4a3fefc8435014de309cf8b30acb68841/multidict-6.7.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:478cc36476687bac1514d651cbbaa94b86b0732fb6855c60c673794c7dd2da62", size = 251618, upload-time = "2025-10-06T14:48:38.963Z" }, - { url = "https://files.pythonhosted.org/packages/5e/4f/9c7992f245554d8b173f6f0a048ad24b3e645d883f096857ec2c0822b8bd/multidict-6.7.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6843b28b0364dc605f21481c90fadb5f60d9123b442eb8a726bb74feef588a84", size = 241655, upload-time = "2025-10-06T14:48:40.312Z" }, - { url = "https://files.pythonhosted.org/packages/31/79/26a85991ae67efd1c0b1fc2e0c275b8a6aceeb155a68861f63f87a798f16/multidict-6.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:23bfeee5316266e5ee2d625df2d2c602b829435fc3a235c2ba2131495706e4a0", size = 239245, upload-time = "2025-10-06T14:48:41.848Z" }, - { url = "https://files.pythonhosted.org/packages/14/1e/75fa96394478930b79d0302eaf9a6c69f34005a1a5251ac8b9c336486ec9/multidict-6.7.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:680878b9f3d45c31e1f730eef731f9b0bc1da456155688c6745ee84eb818e90e", size = 233523, upload-time = "2025-10-06T14:48:43.749Z" }, - { url = "https://files.pythonhosted.org/packages/b2/5e/085544cb9f9c4ad2b5d97467c15f856df8d9bac410cffd5c43991a5d878b/multidict-6.7.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:eb866162ef2f45063acc7a53a88ef6fe8bf121d45c30ea3c9cd87ce7e191a8d4", size = 243129, upload-time = "2025-10-06T14:48:45.225Z" }, - { url = "https://files.pythonhosted.org/packages/b9/c3/e9d9e2f20c9474e7a8fcef28f863c5cbd29bb5adce6b70cebe8bdad0039d/multidict-6.7.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:df0e3bf7993bdbeca5ac25aa859cf40d39019e015c9c91809ba7093967f7a648", size = 248999, upload-time = "2025-10-06T14:48:46.703Z" }, - { url = "https://files.pythonhosted.org/packages/b5/3f/df171b6efa3239ae33b97b887e42671cd1d94d460614bfb2c30ffdab3b95/multidict-6.7.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:661709cdcd919a2ece2234f9bae7174e5220c80b034585d7d8a755632d3e2111", size = 243711, upload-time = "2025-10-06T14:48:48.146Z" }, - { url = "https://files.pythonhosted.org/packages/3c/2f/9b5564888c4e14b9af64c54acf149263721a283aaf4aa0ae89b091d5d8c1/multidict-6.7.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:096f52730c3fb8ed419db2d44391932b63891b2c5ed14850a7e215c0ba9ade36", size = 237504, upload-time = "2025-10-06T14:48:49.447Z" }, - { url = "https://files.pythonhosted.org/packages/6c/3a/0bd6ca0f7d96d790542d591c8c3354c1e1b6bfd2024d4d92dc3d87485ec7/multidict-6.7.0-cp310-cp310-win32.whl", hash = "sha256:afa8a2978ec65d2336305550535c9c4ff50ee527914328c8677b3973ade52b85", size = 41422, upload-time = "2025-10-06T14:48:50.789Z" }, - { url = "https://files.pythonhosted.org/packages/00/35/f6a637ea2c75f0d3b7c7d41b1189189acff0d9deeb8b8f35536bb30f5e33/multidict-6.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:b15b3afff74f707b9275d5ba6a91ae8f6429c3ffb29bbfd216b0b375a56f13d7", size = 46050, upload-time = "2025-10-06T14:48:51.938Z" }, - { url = "https://files.pythonhosted.org/packages/e7/b8/f7bf8329b39893d02d9d95cf610c75885d12fc0f402b1c894e1c8e01c916/multidict-6.7.0-cp310-cp310-win_arm64.whl", hash = "sha256:4b73189894398d59131a66ff157837b1fafea9974be486d036bb3d32331fdbf0", size = 43153, upload-time = "2025-10-06T14:48:53.146Z" }, - { url = "https://files.pythonhosted.org/packages/34/9e/5c727587644d67b2ed479041e4b1c58e30afc011e3d45d25bbe35781217c/multidict-6.7.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:4d409aa42a94c0b3fa617708ef5276dfe81012ba6753a0370fcc9d0195d0a1fc", size = 76604, upload-time = "2025-10-06T14:48:54.277Z" }, - { url = "https://files.pythonhosted.org/packages/17/e4/67b5c27bd17c085a5ea8f1ec05b8a3e5cba0ca734bfcad5560fb129e70ca/multidict-6.7.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:14c9e076eede3b54c636f8ce1c9c252b5f057c62131211f0ceeec273810c9721", size = 44715, upload-time = "2025-10-06T14:48:55.445Z" }, - { url = "https://files.pythonhosted.org/packages/4d/e1/866a5d77be6ea435711bef2a4291eed11032679b6b28b56b4776ab06ba3e/multidict-6.7.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4c09703000a9d0fa3c3404b27041e574cc7f4df4c6563873246d0e11812a94b6", size = 44332, upload-time = "2025-10-06T14:48:56.706Z" }, - { url = "https://files.pythonhosted.org/packages/31/61/0c2d50241ada71ff61a79518db85ada85fdabfcf395d5968dae1cbda04e5/multidict-6.7.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:a265acbb7bb33a3a2d626afbe756371dce0279e7b17f4f4eda406459c2b5ff1c", size = 245212, upload-time = "2025-10-06T14:48:58.042Z" }, - { url = "https://files.pythonhosted.org/packages/ac/e0/919666a4e4b57fff1b57f279be1c9316e6cdc5de8a8b525d76f6598fefc7/multidict-6.7.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:51cb455de290ae462593e5b1cb1118c5c22ea7f0d3620d9940bf695cea5a4bd7", size = 246671, upload-time = "2025-10-06T14:49:00.004Z" }, - { url = "https://files.pythonhosted.org/packages/a1/cc/d027d9c5a520f3321b65adea289b965e7bcbd2c34402663f482648c716ce/multidict-6.7.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:db99677b4457c7a5c5a949353e125ba72d62b35f74e26da141530fbb012218a7", size = 225491, upload-time = "2025-10-06T14:49:01.393Z" }, - { url = "https://files.pythonhosted.org/packages/75/c4/bbd633980ce6155a28ff04e6a6492dd3335858394d7bb752d8b108708558/multidict-6.7.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f470f68adc395e0183b92a2f4689264d1ea4b40504a24d9882c27375e6662bb9", size = 257322, upload-time = "2025-10-06T14:49:02.745Z" }, - { url = "https://files.pythonhosted.org/packages/4c/6d/d622322d344f1f053eae47e033b0b3f965af01212de21b10bcf91be991fb/multidict-6.7.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0db4956f82723cc1c270de9c6e799b4c341d327762ec78ef82bb962f79cc07d8", size = 254694, upload-time = "2025-10-06T14:49:04.15Z" }, - { url = "https://files.pythonhosted.org/packages/a8/9f/78f8761c2705d4c6d7516faed63c0ebdac569f6db1bef95e0d5218fdc146/multidict-6.7.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3e56d780c238f9e1ae66a22d2adf8d16f485381878250db8d496623cd38b22bd", size = 246715, upload-time = "2025-10-06T14:49:05.967Z" }, - { url = "https://files.pythonhosted.org/packages/78/59/950818e04f91b9c2b95aab3d923d9eabd01689d0dcd889563988e9ea0fd8/multidict-6.7.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9d14baca2ee12c1a64740d4531356ba50b82543017f3ad6de0deb943c5979abb", size = 243189, upload-time = "2025-10-06T14:49:07.37Z" }, - { url = "https://files.pythonhosted.org/packages/7a/3d/77c79e1934cad2ee74991840f8a0110966d9599b3af95964c0cd79bb905b/multidict-6.7.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:295a92a76188917c7f99cda95858c822f9e4aae5824246bba9b6b44004ddd0a6", size = 237845, upload-time = "2025-10-06T14:49:08.759Z" }, - { url = "https://files.pythonhosted.org/packages/63/1b/834ce32a0a97a3b70f86437f685f880136677ac00d8bce0027e9fd9c2db7/multidict-6.7.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:39f1719f57adbb767ef592a50ae5ebb794220d1188f9ca93de471336401c34d2", size = 246374, upload-time = "2025-10-06T14:49:10.574Z" }, - { url = "https://files.pythonhosted.org/packages/23/ef/43d1c3ba205b5dec93dc97f3fba179dfa47910fc73aaaea4f7ceb41cec2a/multidict-6.7.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:0a13fb8e748dfc94749f622de065dd5c1def7e0d2216dba72b1d8069a389c6ff", size = 253345, upload-time = "2025-10-06T14:49:12.331Z" }, - { url = "https://files.pythonhosted.org/packages/6b/03/eaf95bcc2d19ead522001f6a650ef32811aa9e3624ff0ad37c445c7a588c/multidict-6.7.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:e3aa16de190d29a0ea1b48253c57d99a68492c8dd8948638073ab9e74dc9410b", size = 246940, upload-time = "2025-10-06T14:49:13.821Z" }, - { url = "https://files.pythonhosted.org/packages/e8/df/ec8a5fd66ea6cd6f525b1fcbb23511b033c3e9bc42b81384834ffa484a62/multidict-6.7.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a048ce45dcdaaf1defb76b2e684f997fb5abf74437b6cb7b22ddad934a964e34", size = 242229, upload-time = "2025-10-06T14:49:15.603Z" }, - { url = "https://files.pythonhosted.org/packages/8a/a2/59b405d59fd39ec86d1142630e9049243015a5f5291ba49cadf3c090c541/multidict-6.7.0-cp311-cp311-win32.whl", hash = "sha256:a90af66facec4cebe4181b9e62a68be65e45ac9b52b67de9eec118701856e7ff", size = 41308, upload-time = "2025-10-06T14:49:16.871Z" }, - { url = "https://files.pythonhosted.org/packages/32/0f/13228f26f8b882c34da36efa776c3b7348455ec383bab4a66390e42963ae/multidict-6.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:95b5ffa4349df2887518bb839409bcf22caa72d82beec453216802f475b23c81", size = 46037, upload-time = "2025-10-06T14:49:18.457Z" }, - { url = "https://files.pythonhosted.org/packages/84/1f/68588e31b000535a3207fd3c909ebeec4fb36b52c442107499c18a896a2a/multidict-6.7.0-cp311-cp311-win_arm64.whl", hash = "sha256:329aa225b085b6f004a4955271a7ba9f1087e39dcb7e65f6284a988264a63912", size = 43023, upload-time = "2025-10-06T14:49:19.648Z" }, - { url = "https://files.pythonhosted.org/packages/c2/9e/9f61ac18d9c8b475889f32ccfa91c9f59363480613fc807b6e3023d6f60b/multidict-6.7.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:8a3862568a36d26e650a19bb5cbbba14b71789032aebc0423f8cc5f150730184", size = 76877, upload-time = "2025-10-06T14:49:20.884Z" }, - { url = "https://files.pythonhosted.org/packages/38/6f/614f09a04e6184f8824268fce4bc925e9849edfa654ddd59f0b64508c595/multidict-6.7.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:960c60b5849b9b4f9dcc9bea6e3626143c252c74113df2c1540aebce70209b45", size = 45467, upload-time = "2025-10-06T14:49:22.054Z" }, - { url = "https://files.pythonhosted.org/packages/b3/93/c4f67a436dd026f2e780c433277fff72be79152894d9fc36f44569cab1a6/multidict-6.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2049be98fb57a31b4ccf870bf377af2504d4ae35646a19037ec271e4c07998aa", size = 43834, upload-time = "2025-10-06T14:49:23.566Z" }, - { url = "https://files.pythonhosted.org/packages/7f/f5/013798161ca665e4a422afbc5e2d9e4070142a9ff8905e482139cd09e4d0/multidict-6.7.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:0934f3843a1860dd465d38895c17fce1f1cb37295149ab05cd1b9a03afacb2a7", size = 250545, upload-time = "2025-10-06T14:49:24.882Z" }, - { url = "https://files.pythonhosted.org/packages/71/2f/91dbac13e0ba94669ea5119ba267c9a832f0cb65419aca75549fcf09a3dc/multidict-6.7.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b3e34f3a1b8131ba06f1a73adab24f30934d148afcd5f5de9a73565a4404384e", size = 258305, upload-time = "2025-10-06T14:49:26.778Z" }, - { url = "https://files.pythonhosted.org/packages/ef/b0/754038b26f6e04488b48ac621f779c341338d78503fb45403755af2df477/multidict-6.7.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:efbb54e98446892590dc2458c19c10344ee9a883a79b5cec4bc34d6656e8d546", size = 242363, upload-time = "2025-10-06T14:49:28.562Z" }, - { url = "https://files.pythonhosted.org/packages/87/15/9da40b9336a7c9fa606c4cf2ed80a649dffeb42b905d4f63a1d7eb17d746/multidict-6.7.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a35c5fc61d4f51eb045061e7967cfe3123d622cd500e8868e7c0c592a09fedc4", size = 268375, upload-time = "2025-10-06T14:49:29.96Z" }, - { url = "https://files.pythonhosted.org/packages/82/72/c53fcade0cc94dfaad583105fd92b3a783af2091eddcb41a6d5a52474000/multidict-6.7.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29fe6740ebccba4175af1b9b87bf553e9c15cd5868ee967e010efcf94e4fd0f1", size = 269346, upload-time = "2025-10-06T14:49:31.404Z" }, - { url = "https://files.pythonhosted.org/packages/0d/e2/9baffdae21a76f77ef8447f1a05a96ec4bc0a24dae08767abc0a2fe680b8/multidict-6.7.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:123e2a72e20537add2f33a79e605f6191fba2afda4cbb876e35c1a7074298a7d", size = 256107, upload-time = "2025-10-06T14:49:32.974Z" }, - { url = "https://files.pythonhosted.org/packages/3c/06/3f06f611087dc60d65ef775f1fb5aca7c6d61c6db4990e7cda0cef9b1651/multidict-6.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b284e319754366c1aee2267a2036248b24eeb17ecd5dc16022095e747f2f4304", size = 253592, upload-time = "2025-10-06T14:49:34.52Z" }, - { url = "https://files.pythonhosted.org/packages/20/24/54e804ec7945b6023b340c412ce9c3f81e91b3bf5fa5ce65558740141bee/multidict-6.7.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:803d685de7be4303b5a657b76e2f6d1240e7e0a8aa2968ad5811fa2285553a12", size = 251024, upload-time = "2025-10-06T14:49:35.956Z" }, - { url = "https://files.pythonhosted.org/packages/14/48/011cba467ea0b17ceb938315d219391d3e421dfd35928e5dbdc3f4ae76ef/multidict-6.7.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:c04a328260dfd5db8c39538f999f02779012268f54614902d0afc775d44e0a62", size = 251484, upload-time = "2025-10-06T14:49:37.631Z" }, - { url = "https://files.pythonhosted.org/packages/0d/2f/919258b43bb35b99fa127435cfb2d91798eb3a943396631ef43e3720dcf4/multidict-6.7.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:8a19cdb57cd3df4cd865849d93ee14920fb97224300c88501f16ecfa2604b4e0", size = 263579, upload-time = "2025-10-06T14:49:39.502Z" }, - { url = "https://files.pythonhosted.org/packages/31/22/a0e884d86b5242b5a74cf08e876bdf299e413016b66e55511f7a804a366e/multidict-6.7.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:9b2fd74c52accced7e75de26023b7dccee62511a600e62311b918ec5c168fc2a", size = 259654, upload-time = "2025-10-06T14:49:41.32Z" }, - { url = "https://files.pythonhosted.org/packages/b2/e5/17e10e1b5c5f5a40f2fcbb45953c9b215f8a4098003915e46a93f5fcaa8f/multidict-6.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3e8bfdd0e487acf992407a140d2589fe598238eaeffa3da8448d63a63cd363f8", size = 251511, upload-time = "2025-10-06T14:49:46.021Z" }, - { url = "https://files.pythonhosted.org/packages/e3/9a/201bb1e17e7af53139597069c375e7b0dcbd47594604f65c2d5359508566/multidict-6.7.0-cp312-cp312-win32.whl", hash = "sha256:dd32a49400a2c3d52088e120ee00c1e3576cbff7e10b98467962c74fdb762ed4", size = 41895, upload-time = "2025-10-06T14:49:48.718Z" }, - { url = "https://files.pythonhosted.org/packages/46/e2/348cd32faad84eaf1d20cce80e2bb0ef8d312c55bca1f7fa9865e7770aaf/multidict-6.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:92abb658ef2d7ef22ac9f8bb88e8b6c3e571671534e029359b6d9e845923eb1b", size = 46073, upload-time = "2025-10-06T14:49:50.28Z" }, - { url = "https://files.pythonhosted.org/packages/25/ec/aad2613c1910dce907480e0c3aa306905830f25df2e54ccc9dea450cb5aa/multidict-6.7.0-cp312-cp312-win_arm64.whl", hash = "sha256:490dab541a6a642ce1a9d61a4781656b346a55c13038f0b1244653828e3a83ec", size = 43226, upload-time = "2025-10-06T14:49:52.304Z" }, - { url = "https://files.pythonhosted.org/packages/d2/86/33272a544eeb36d66e4d9a920602d1a2f57d4ebea4ef3cdfe5a912574c95/multidict-6.7.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:bee7c0588aa0076ce77c0ea5d19a68d76ad81fcd9fe8501003b9a24f9d4000f6", size = 76135, upload-time = "2025-10-06T14:49:54.26Z" }, - { url = "https://files.pythonhosted.org/packages/91/1c/eb97db117a1ebe46d457a3d235a7b9d2e6dcab174f42d1b67663dd9e5371/multidict-6.7.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:7ef6b61cad77091056ce0e7ce69814ef72afacb150b7ac6a3e9470def2198159", size = 45117, upload-time = "2025-10-06T14:49:55.82Z" }, - { url = "https://files.pythonhosted.org/packages/f1/d8/6c3442322e41fb1dd4de8bd67bfd11cd72352ac131f6368315617de752f1/multidict-6.7.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:9c0359b1ec12b1d6849c59f9d319610b7f20ef990a6d454ab151aa0e3b9f78ca", size = 43472, upload-time = "2025-10-06T14:49:57.048Z" }, - { url = "https://files.pythonhosted.org/packages/75/3f/e2639e80325af0b6c6febdf8e57cc07043ff15f57fa1ef808f4ccb5ac4cd/multidict-6.7.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:cd240939f71c64bd658f186330603aac1a9a81bf6273f523fca63673cb7378a8", size = 249342, upload-time = "2025-10-06T14:49:58.368Z" }, - { url = "https://files.pythonhosted.org/packages/5d/cc/84e0585f805cbeaa9cbdaa95f9a3d6aed745b9d25700623ac89a6ecff400/multidict-6.7.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a60a4d75718a5efa473ebd5ab685786ba0c67b8381f781d1be14da49f1a2dc60", size = 257082, upload-time = "2025-10-06T14:49:59.89Z" }, - { url = "https://files.pythonhosted.org/packages/b0/9c/ac851c107c92289acbbf5cfb485694084690c1b17e555f44952c26ddc5bd/multidict-6.7.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:53a42d364f323275126aff81fb67c5ca1b7a04fda0546245730a55c8c5f24bc4", size = 240704, upload-time = "2025-10-06T14:50:01.485Z" }, - { url = "https://files.pythonhosted.org/packages/50/cc/5f93e99427248c09da95b62d64b25748a5f5c98c7c2ab09825a1d6af0e15/multidict-6.7.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3b29b980d0ddbecb736735ee5bef69bb2ddca56eff603c86f3f29a1128299b4f", size = 266355, upload-time = "2025-10-06T14:50:02.955Z" }, - { url = "https://files.pythonhosted.org/packages/ec/0c/2ec1d883ceb79c6f7f6d7ad90c919c898f5d1c6ea96d322751420211e072/multidict-6.7.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f8a93b1c0ed2d04b97a5e9336fd2d33371b9a6e29ab7dd6503d63407c20ffbaf", size = 267259, upload-time = "2025-10-06T14:50:04.446Z" }, - { url = "https://files.pythonhosted.org/packages/c6/2d/f0b184fa88d6630aa267680bdb8623fb69cb0d024b8c6f0d23f9a0f406d3/multidict-6.7.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9ff96e8815eecacc6645da76c413eb3b3d34cfca256c70b16b286a687d013c32", size = 254903, upload-time = "2025-10-06T14:50:05.98Z" }, - { url = "https://files.pythonhosted.org/packages/06/c9/11ea263ad0df7dfabcad404feb3c0dd40b131bc7f232d5537f2fb1356951/multidict-6.7.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:7516c579652f6a6be0e266aec0acd0db80829ca305c3d771ed898538804c2036", size = 252365, upload-time = "2025-10-06T14:50:07.511Z" }, - { url = "https://files.pythonhosted.org/packages/41/88/d714b86ee2c17d6e09850c70c9d310abac3d808ab49dfa16b43aba9d53fd/multidict-6.7.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:040f393368e63fb0f3330e70c26bfd336656bed925e5cbe17c9da839a6ab13ec", size = 250062, upload-time = "2025-10-06T14:50:09.074Z" }, - { url = "https://files.pythonhosted.org/packages/15/fe/ad407bb9e818c2b31383f6131ca19ea7e35ce93cf1310fce69f12e89de75/multidict-6.7.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b3bc26a951007b1057a1c543af845f1c7e3e71cc240ed1ace7bf4484aa99196e", size = 249683, upload-time = "2025-10-06T14:50:10.714Z" }, - { url = "https://files.pythonhosted.org/packages/8c/a4/a89abdb0229e533fb925e7c6e5c40201c2873efebc9abaf14046a4536ee6/multidict-6.7.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:7b022717c748dd1992a83e219587aabe45980d88969f01b316e78683e6285f64", size = 261254, upload-time = "2025-10-06T14:50:12.28Z" }, - { url = "https://files.pythonhosted.org/packages/8d/aa/0e2b27bd88b40a4fb8dc53dd74eecac70edaa4c1dd0707eb2164da3675b3/multidict-6.7.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:9600082733859f00d79dee64effc7aef1beb26adb297416a4ad2116fd61374bd", size = 257967, upload-time = "2025-10-06T14:50:14.16Z" }, - { url = "https://files.pythonhosted.org/packages/d0/8e/0c67b7120d5d5f6d874ed85a085f9dc770a7f9d8813e80f44a9fec820bb7/multidict-6.7.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:94218fcec4d72bc61df51c198d098ce2b378e0ccbac41ddbed5ef44092913288", size = 250085, upload-time = "2025-10-06T14:50:15.639Z" }, - { url = "https://files.pythonhosted.org/packages/ba/55/b73e1d624ea4b8fd4dd07a3bb70f6e4c7c6c5d9d640a41c6ffe5cdbd2a55/multidict-6.7.0-cp313-cp313-win32.whl", hash = "sha256:a37bd74c3fa9d00be2d7b8eca074dc56bd8077ddd2917a839bd989612671ed17", size = 41713, upload-time = "2025-10-06T14:50:17.066Z" }, - { url = "https://files.pythonhosted.org/packages/32/31/75c59e7d3b4205075b4c183fa4ca398a2daf2303ddf616b04ae6ef55cffe/multidict-6.7.0-cp313-cp313-win_amd64.whl", hash = "sha256:30d193c6cc6d559db42b6bcec8a5d395d34d60c9877a0b71ecd7c204fcf15390", size = 45915, upload-time = "2025-10-06T14:50:18.264Z" }, - { url = "https://files.pythonhosted.org/packages/31/2a/8987831e811f1184c22bc2e45844934385363ee61c0a2dcfa8f71b87e608/multidict-6.7.0-cp313-cp313-win_arm64.whl", hash = "sha256:ea3334cabe4d41b7ccd01e4d349828678794edbc2d3ae97fc162a3312095092e", size = 43077, upload-time = "2025-10-06T14:50:19.853Z" }, - { url = "https://files.pythonhosted.org/packages/e8/68/7b3a5170a382a340147337b300b9eb25a9ddb573bcdfff19c0fa3f31ffba/multidict-6.7.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:ad9ce259f50abd98a1ca0aa6e490b58c316a0fce0617f609723e40804add2c00", size = 83114, upload-time = "2025-10-06T14:50:21.223Z" }, - { url = "https://files.pythonhosted.org/packages/55/5c/3fa2d07c84df4e302060f555bbf539310980362236ad49f50eeb0a1c1eb9/multidict-6.7.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:07f5594ac6d084cbb5de2df218d78baf55ef150b91f0ff8a21cc7a2e3a5a58eb", size = 48442, upload-time = "2025-10-06T14:50:22.871Z" }, - { url = "https://files.pythonhosted.org/packages/fc/56/67212d33239797f9bd91962bb899d72bb0f4c35a8652dcdb8ed049bef878/multidict-6.7.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:0591b48acf279821a579282444814a2d8d0af624ae0bc600aa4d1b920b6e924b", size = 46885, upload-time = "2025-10-06T14:50:24.258Z" }, - { url = "https://files.pythonhosted.org/packages/46/d1/908f896224290350721597a61a69cd19b89ad8ee0ae1f38b3f5cd12ea2ac/multidict-6.7.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:749a72584761531d2b9467cfbdfd29487ee21124c304c4b6cb760d8777b27f9c", size = 242588, upload-time = "2025-10-06T14:50:25.716Z" }, - { url = "https://files.pythonhosted.org/packages/ab/67/8604288bbd68680eee0ab568fdcb56171d8b23a01bcd5cb0c8fedf6e5d99/multidict-6.7.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b4c3d199f953acd5b446bf7c0de1fe25d94e09e79086f8dc2f48a11a129cdf1", size = 249966, upload-time = "2025-10-06T14:50:28.192Z" }, - { url = "https://files.pythonhosted.org/packages/20/33/9228d76339f1ba51e3efef7da3ebd91964d3006217aae13211653193c3ff/multidict-6.7.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:9fb0211dfc3b51efea2f349ec92c114d7754dd62c01f81c3e32b765b70c45c9b", size = 228618, upload-time = "2025-10-06T14:50:29.82Z" }, - { url = "https://files.pythonhosted.org/packages/f8/2d/25d9b566d10cab1c42b3b9e5b11ef79c9111eaf4463b8c257a3bd89e0ead/multidict-6.7.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a027ec240fe73a8d6281872690b988eed307cd7d91b23998ff35ff577ca688b5", size = 257539, upload-time = "2025-10-06T14:50:31.731Z" }, - { url = "https://files.pythonhosted.org/packages/b6/b1/8d1a965e6637fc33de3c0d8f414485c2b7e4af00f42cab3d84e7b955c222/multidict-6.7.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d1d964afecdf3a8288789df2f5751dc0a8261138c3768d9af117ed384e538fad", size = 256345, upload-time = "2025-10-06T14:50:33.26Z" }, - { url = "https://files.pythonhosted.org/packages/ba/0c/06b5a8adbdeedada6f4fb8d8f193d44a347223b11939b42953eeb6530b6b/multidict-6.7.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:caf53b15b1b7df9fbd0709aa01409000a2b4dd03a5f6f5cc548183c7c8f8b63c", size = 247934, upload-time = "2025-10-06T14:50:34.808Z" }, - { url = "https://files.pythonhosted.org/packages/8f/31/b2491b5fe167ca044c6eb4b8f2c9f3b8a00b24c432c365358eadac5d7625/multidict-6.7.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:654030da3197d927f05a536a66186070e98765aa5142794c9904555d3a9d8fb5", size = 245243, upload-time = "2025-10-06T14:50:36.436Z" }, - { url = "https://files.pythonhosted.org/packages/61/1a/982913957cb90406c8c94f53001abd9eafc271cb3e70ff6371590bec478e/multidict-6.7.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:2090d3718829d1e484706a2f525e50c892237b2bf9b17a79b059cb98cddc2f10", size = 235878, upload-time = "2025-10-06T14:50:37.953Z" }, - { url = "https://files.pythonhosted.org/packages/be/c0/21435d804c1a1cf7a2608593f4d19bca5bcbd7a81a70b253fdd1c12af9c0/multidict-6.7.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:2d2cfeec3f6f45651b3d408c4acec0ebf3daa9bc8a112a084206f5db5d05b754", size = 243452, upload-time = "2025-10-06T14:50:39.574Z" }, - { url = "https://files.pythonhosted.org/packages/54/0a/4349d540d4a883863191be6eb9a928846d4ec0ea007d3dcd36323bb058ac/multidict-6.7.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:4ef089f985b8c194d341eb2c24ae6e7408c9a0e2e5658699c92f497437d88c3c", size = 252312, upload-time = "2025-10-06T14:50:41.612Z" }, - { url = "https://files.pythonhosted.org/packages/26/64/d5416038dbda1488daf16b676e4dbfd9674dde10a0cc8f4fc2b502d8125d/multidict-6.7.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e93a0617cd16998784bf4414c7e40f17a35d2350e5c6f0bd900d3a8e02bd3762", size = 246935, upload-time = "2025-10-06T14:50:43.972Z" }, - { url = "https://files.pythonhosted.org/packages/9f/8c/8290c50d14e49f35e0bd4abc25e1bc7711149ca9588ab7d04f886cdf03d9/multidict-6.7.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f0feece2ef8ebc42ed9e2e8c78fc4aa3cf455733b507c09ef7406364c94376c6", size = 243385, upload-time = "2025-10-06T14:50:45.648Z" }, - { url = "https://files.pythonhosted.org/packages/ef/a0/f83ae75e42d694b3fbad3e047670e511c138be747bc713cf1b10d5096416/multidict-6.7.0-cp313-cp313t-win32.whl", hash = "sha256:19a1d55338ec1be74ef62440ca9e04a2f001a04d0cc49a4983dc320ff0f3212d", size = 47777, upload-time = "2025-10-06T14:50:47.154Z" }, - { url = "https://files.pythonhosted.org/packages/dc/80/9b174a92814a3830b7357307a792300f42c9e94664b01dee8e457551fa66/multidict-6.7.0-cp313-cp313t-win_amd64.whl", hash = "sha256:3da4fb467498df97e986af166b12d01f05d2e04f978a9c1c680ea1988e0bc4b6", size = 53104, upload-time = "2025-10-06T14:50:48.851Z" }, - { url = "https://files.pythonhosted.org/packages/cc/28/04baeaf0428d95bb7a7bea0e691ba2f31394338ba424fb0679a9ed0f4c09/multidict-6.7.0-cp313-cp313t-win_arm64.whl", hash = "sha256:b4121773c49a0776461f4a904cdf6264c88e42218aaa8407e803ca8025872792", size = 45503, upload-time = "2025-10-06T14:50:50.16Z" }, - { url = "https://files.pythonhosted.org/packages/e2/b1/3da6934455dd4b261d4c72f897e3a5728eba81db59959f3a639245891baa/multidict-6.7.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3bab1e4aff7adaa34410f93b1f8e57c4b36b9af0426a76003f441ee1d3c7e842", size = 75128, upload-time = "2025-10-06T14:50:51.92Z" }, - { url = "https://files.pythonhosted.org/packages/14/2c/f069cab5b51d175a1a2cb4ccdf7a2c2dabd58aa5bd933fa036a8d15e2404/multidict-6.7.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:b8512bac933afc3e45fb2b18da8e59b78d4f408399a960339598374d4ae3b56b", size = 44410, upload-time = "2025-10-06T14:50:53.275Z" }, - { url = "https://files.pythonhosted.org/packages/42/e2/64bb41266427af6642b6b128e8774ed84c11b80a90702c13ac0a86bb10cc/multidict-6.7.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:79dcf9e477bc65414ebfea98ffd013cb39552b5ecd62908752e0e413d6d06e38", size = 43205, upload-time = "2025-10-06T14:50:54.911Z" }, - { url = "https://files.pythonhosted.org/packages/02/68/6b086fef8a3f1a8541b9236c594f0c9245617c29841f2e0395d979485cde/multidict-6.7.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:31bae522710064b5cbeddaf2e9f32b1abab70ac6ac91d42572502299e9953128", size = 245084, upload-time = "2025-10-06T14:50:56.369Z" }, - { url = "https://files.pythonhosted.org/packages/15/ee/f524093232007cd7a75c1d132df70f235cfd590a7c9eaccd7ff422ef4ae8/multidict-6.7.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a0df7ff02397bb63e2fd22af2c87dfa39e8c7f12947bc524dbdc528282c7e34", size = 252667, upload-time = "2025-10-06T14:50:57.991Z" }, - { url = "https://files.pythonhosted.org/packages/02/a5/eeb3f43ab45878f1895118c3ef157a480db58ede3f248e29b5354139c2c9/multidict-6.7.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7a0222514e8e4c514660e182d5156a415c13ef0aabbd71682fc714e327b95e99", size = 233590, upload-time = "2025-10-06T14:50:59.589Z" }, - { url = "https://files.pythonhosted.org/packages/6a/1e/76d02f8270b97269d7e3dbd45644b1785bda457b474315f8cf999525a193/multidict-6.7.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2397ab4daaf2698eb51a76721e98db21ce4f52339e535725de03ea962b5a3202", size = 264112, upload-time = "2025-10-06T14:51:01.183Z" }, - { url = "https://files.pythonhosted.org/packages/76/0b/c28a70ecb58963847c2a8efe334904cd254812b10e535aefb3bcce513918/multidict-6.7.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8891681594162635948a636c9fe0ff21746aeb3dd5463f6e25d9bea3a8a39ca1", size = 261194, upload-time = "2025-10-06T14:51:02.794Z" }, - { url = "https://files.pythonhosted.org/packages/b4/63/2ab26e4209773223159b83aa32721b4021ffb08102f8ac7d689c943fded1/multidict-6.7.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18706cc31dbf402a7945916dd5cddf160251b6dab8a2c5f3d6d5a55949f676b3", size = 248510, upload-time = "2025-10-06T14:51:04.724Z" }, - { url = "https://files.pythonhosted.org/packages/93/cd/06c1fa8282af1d1c46fd55c10a7930af652afdce43999501d4d68664170c/multidict-6.7.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f844a1bbf1d207dd311a56f383f7eda2d0e134921d45751842d8235e7778965d", size = 248395, upload-time = "2025-10-06T14:51:06.306Z" }, - { url = "https://files.pythonhosted.org/packages/99/ac/82cb419dd6b04ccf9e7e61befc00c77614fc8134362488b553402ecd55ce/multidict-6.7.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:d4393e3581e84e5645506923816b9cc81f5609a778c7e7534054091acc64d1c6", size = 239520, upload-time = "2025-10-06T14:51:08.091Z" }, - { url = "https://files.pythonhosted.org/packages/fa/f3/a0f9bf09493421bd8716a362e0cd1d244f5a6550f5beffdd6b47e885b331/multidict-6.7.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:fbd18dc82d7bf274b37aa48d664534330af744e03bccf696d6f4c6042e7d19e7", size = 245479, upload-time = "2025-10-06T14:51:10.365Z" }, - { url = "https://files.pythonhosted.org/packages/8d/01/476d38fc73a212843f43c852b0eee266b6971f0e28329c2184a8df90c376/multidict-6.7.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:b6234e14f9314731ec45c42fc4554b88133ad53a09092cc48a88e771c125dadb", size = 258903, upload-time = "2025-10-06T14:51:12.466Z" }, - { url = "https://files.pythonhosted.org/packages/49/6d/23faeb0868adba613b817d0e69c5f15531b24d462af8012c4f6de4fa8dc3/multidict-6.7.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:08d4379f9744d8f78d98c8673c06e202ffa88296f009c71bbafe8a6bf847d01f", size = 252333, upload-time = "2025-10-06T14:51:14.48Z" }, - { url = "https://files.pythonhosted.org/packages/1e/cc/48d02ac22b30fa247f7dad82866e4b1015431092f4ba6ebc7e77596e0b18/multidict-6.7.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:9fe04da3f79387f450fd0061d4dd2e45a72749d31bf634aecc9e27f24fdc4b3f", size = 243411, upload-time = "2025-10-06T14:51:16.072Z" }, - { url = "https://files.pythonhosted.org/packages/4a/03/29a8bf5a18abf1fe34535c88adbdfa88c9fb869b5a3b120692c64abe8284/multidict-6.7.0-cp314-cp314-win32.whl", hash = "sha256:fbafe31d191dfa7c4c51f7a6149c9fb7e914dcf9ffead27dcfd9f1ae382b3885", size = 40940, upload-time = "2025-10-06T14:51:17.544Z" }, - { url = "https://files.pythonhosted.org/packages/82/16/7ed27b680791b939de138f906d5cf2b4657b0d45ca6f5dd6236fdddafb1a/multidict-6.7.0-cp314-cp314-win_amd64.whl", hash = "sha256:2f67396ec0310764b9222a1728ced1ab638f61aadc6226f17a71dd9324f9a99c", size = 45087, upload-time = "2025-10-06T14:51:18.875Z" }, - { url = "https://files.pythonhosted.org/packages/cd/3c/e3e62eb35a1950292fe39315d3c89941e30a9d07d5d2df42965ab041da43/multidict-6.7.0-cp314-cp314-win_arm64.whl", hash = "sha256:ba672b26069957ee369cfa7fc180dde1fc6f176eaf1e6beaf61fbebbd3d9c000", size = 42368, upload-time = "2025-10-06T14:51:20.225Z" }, - { url = "https://files.pythonhosted.org/packages/8b/40/cd499bd0dbc5f1136726db3153042a735fffd0d77268e2ee20d5f33c010f/multidict-6.7.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:c1dcc7524066fa918c6a27d61444d4ee7900ec635779058571f70d042d86ed63", size = 82326, upload-time = "2025-10-06T14:51:21.588Z" }, - { url = "https://files.pythonhosted.org/packages/13/8a/18e031eca251c8df76daf0288e6790561806e439f5ce99a170b4af30676b/multidict-6.7.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:27e0b36c2d388dc7b6ced3406671b401e84ad7eb0656b8f3a2f46ed0ce483718", size = 48065, upload-time = "2025-10-06T14:51:22.93Z" }, - { url = "https://files.pythonhosted.org/packages/40/71/5e6701277470a87d234e433fb0a3a7deaf3bcd92566e421e7ae9776319de/multidict-6.7.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2a7baa46a22e77f0988e3b23d4ede5513ebec1929e34ee9495be535662c0dfe2", size = 46475, upload-time = "2025-10-06T14:51:24.352Z" }, - { url = "https://files.pythonhosted.org/packages/fe/6a/bab00cbab6d9cfb57afe1663318f72ec28289ea03fd4e8236bb78429893a/multidict-6.7.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7bf77f54997a9166a2f5675d1201520586439424c2511723a7312bdb4bcc034e", size = 239324, upload-time = "2025-10-06T14:51:25.822Z" }, - { url = "https://files.pythonhosted.org/packages/2a/5f/8de95f629fc22a7769ade8b41028e3e5a822c1f8904f618d175945a81ad3/multidict-6.7.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e011555abada53f1578d63389610ac8a5400fc70ce71156b0aa30d326f1a5064", size = 246877, upload-time = "2025-10-06T14:51:27.604Z" }, - { url = "https://files.pythonhosted.org/packages/23/b4/38881a960458f25b89e9f4a4fdcb02ac101cfa710190db6e5528841e67de/multidict-6.7.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:28b37063541b897fd6a318007373930a75ca6d6ac7c940dbe14731ffdd8d498e", size = 225824, upload-time = "2025-10-06T14:51:29.664Z" }, - { url = "https://files.pythonhosted.org/packages/1e/39/6566210c83f8a261575f18e7144736059f0c460b362e96e9cf797a24b8e7/multidict-6.7.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:05047ada7a2fde2631a0ed706f1fd68b169a681dfe5e4cf0f8e4cb6618bbc2cd", size = 253558, upload-time = "2025-10-06T14:51:31.684Z" }, - { url = "https://files.pythonhosted.org/packages/00/a3/67f18315100f64c269f46e6c0319fa87ba68f0f64f2b8e7fd7c72b913a0b/multidict-6.7.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:716133f7d1d946a4e1b91b1756b23c088881e70ff180c24e864c26192ad7534a", size = 252339, upload-time = "2025-10-06T14:51:33.699Z" }, - { url = "https://files.pythonhosted.org/packages/c8/2a/1cb77266afee2458d82f50da41beba02159b1d6b1f7973afc9a1cad1499b/multidict-6.7.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d1bed1b467ef657f2a0ae62844a607909ef1c6889562de5e1d505f74457d0b96", size = 244895, upload-time = "2025-10-06T14:51:36.189Z" }, - { url = "https://files.pythonhosted.org/packages/dd/72/09fa7dd487f119b2eb9524946ddd36e2067c08510576d43ff68469563b3b/multidict-6.7.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:ca43bdfa5d37bd6aee89d85e1d0831fb86e25541be7e9d376ead1b28974f8e5e", size = 241862, upload-time = "2025-10-06T14:51:41.291Z" }, - { url = "https://files.pythonhosted.org/packages/65/92/bc1f8bd0853d8669300f732c801974dfc3702c3eeadae2f60cef54dc69d7/multidict-6.7.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:44b546bd3eb645fd26fb949e43c02a25a2e632e2ca21a35e2e132c8105dc8599", size = 232376, upload-time = "2025-10-06T14:51:43.55Z" }, - { url = "https://files.pythonhosted.org/packages/09/86/ac39399e5cb9d0c2ac8ef6e10a768e4d3bc933ac808d49c41f9dc23337eb/multidict-6.7.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:a6ef16328011d3f468e7ebc326f24c1445f001ca1dec335b2f8e66bed3006394", size = 240272, upload-time = "2025-10-06T14:51:45.265Z" }, - { url = "https://files.pythonhosted.org/packages/3d/b6/fed5ac6b8563ec72df6cb1ea8dac6d17f0a4a1f65045f66b6d3bf1497c02/multidict-6.7.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:5aa873cbc8e593d361ae65c68f85faadd755c3295ea2c12040ee146802f23b38", size = 248774, upload-time = "2025-10-06T14:51:46.836Z" }, - { url = "https://files.pythonhosted.org/packages/6b/8d/b954d8c0dc132b68f760aefd45870978deec6818897389dace00fcde32ff/multidict-6.7.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:3d7b6ccce016e29df4b7ca819659f516f0bc7a4b3efa3bb2012ba06431b044f9", size = 242731, upload-time = "2025-10-06T14:51:48.541Z" }, - { url = "https://files.pythonhosted.org/packages/16/9d/a2dac7009125d3540c2f54e194829ea18ac53716c61b655d8ed300120b0f/multidict-6.7.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:171b73bd4ee683d307599b66793ac80981b06f069b62eea1c9e29c9241aa66b0", size = 240193, upload-time = "2025-10-06T14:51:50.355Z" }, - { url = "https://files.pythonhosted.org/packages/39/ca/c05f144128ea232ae2178b008d5011d4e2cea86e4ee8c85c2631b1b94802/multidict-6.7.0-cp314-cp314t-win32.whl", hash = "sha256:b2d7f80c4e1fd010b07cb26820aae86b7e73b681ee4889684fb8d2d4537aab13", size = 48023, upload-time = "2025-10-06T14:51:51.883Z" }, - { url = "https://files.pythonhosted.org/packages/ba/8f/0a60e501584145588be1af5cc829265701ba3c35a64aec8e07cbb71d39bb/multidict-6.7.0-cp314-cp314t-win_amd64.whl", hash = "sha256:09929cab6fcb68122776d575e03c6cc64ee0b8fca48d17e135474b042ce515cd", size = 53507, upload-time = "2025-10-06T14:51:53.672Z" }, - { url = "https://files.pythonhosted.org/packages/7f/ae/3148b988a9c6239903e786eac19c889fab607c31d6efa7fb2147e5680f23/multidict-6.7.0-cp314-cp314t-win_arm64.whl", hash = "sha256:cc41db090ed742f32bd2d2c721861725e6109681eddf835d0a82bd3a5c382827", size = 44804, upload-time = "2025-10-06T14:51:55.415Z" }, - { url = "https://files.pythonhosted.org/packages/b7/da/7d22601b625e241d4f23ef1ebff8acfc60da633c9e7e7922e24d10f592b3/multidict-6.7.0-py3-none-any.whl", hash = "sha256:394fc5c42a333c9ffc3e421a4c85e08580d990e08b99f6bf35b4132114c5dcb3", size = 12317, upload-time = "2025-10-06T14:52:29.272Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/80/1e/5492c365f222f907de1039b91f922b93fa4f764c713ee858d235495d8f50/multidict-6.7.0.tar.gz", hash = "sha256:c6e99d9a65ca282e578dfea819cfa9c0a62b2499d8677392e09feaf305e9e6f5", size = 101834 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a9/63/7bdd4adc330abcca54c85728db2327130e49e52e8c3ce685cec44e0f2e9f/multidict-6.7.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:9f474ad5acda359c8758c8accc22032c6abe6dc87a8be2440d097785e27a9349", size = 77153 }, + { url = "https://files.pythonhosted.org/packages/3f/bb/b6c35ff175ed1a3142222b78455ee31be71a8396ed3ab5280fbe3ebe4e85/multidict-6.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b7a9db5a870f780220e931d0002bbfd88fb53aceb6293251e2c839415c1b20e", size = 44993 }, + { url = "https://files.pythonhosted.org/packages/e0/1f/064c77877c5fa6df6d346e68075c0f6998547afe952d6471b4c5f6a7345d/multidict-6.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:03ca744319864e92721195fa28c7a3b2bc7b686246b35e4078c1e4d0eb5466d3", size = 44607 }, + { url = "https://files.pythonhosted.org/packages/04/7a/bf6aa92065dd47f287690000b3d7d332edfccb2277634cadf6a810463c6a/multidict-6.7.0-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:f0e77e3c0008bc9316e662624535b88d360c3a5d3f81e15cf12c139a75250046", size = 241847 }, + { url = "https://files.pythonhosted.org/packages/94/39/297a8de920f76eda343e4ce05f3b489f0ab3f9504f2576dfb37b7c08ca08/multidict-6.7.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:08325c9e5367aa379a3496aa9a022fe8837ff22e00b94db256d3a1378c76ab32", size = 242616 }, + { url = "https://files.pythonhosted.org/packages/39/3a/d0eee2898cfd9d654aea6cb8c4addc2f9756e9a7e09391cfe55541f917f7/multidict-6.7.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e2862408c99f84aa571ab462d25236ef9cb12a602ea959ba9c9009a54902fc73", size = 222333 }, + { url = "https://files.pythonhosted.org/packages/05/48/3b328851193c7a4240815b71eea165b49248867bbb6153a0aee227a0bb47/multidict-6.7.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4d72a9a2d885f5c208b0cb91ff2ed43636bb7e345ec839ff64708e04f69a13cc", size = 253239 }, + { url = "https://files.pythonhosted.org/packages/b1/ca/0706a98c8d126a89245413225ca4a3fefc8435014de309cf8b30acb68841/multidict-6.7.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:478cc36476687bac1514d651cbbaa94b86b0732fb6855c60c673794c7dd2da62", size = 251618 }, + { url = "https://files.pythonhosted.org/packages/5e/4f/9c7992f245554d8b173f6f0a048ad24b3e645d883f096857ec2c0822b8bd/multidict-6.7.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:6843b28b0364dc605f21481c90fadb5f60d9123b442eb8a726bb74feef588a84", size = 241655 }, + { url = "https://files.pythonhosted.org/packages/31/79/26a85991ae67efd1c0b1fc2e0c275b8a6aceeb155a68861f63f87a798f16/multidict-6.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:23bfeee5316266e5ee2d625df2d2c602b829435fc3a235c2ba2131495706e4a0", size = 239245 }, + { url = "https://files.pythonhosted.org/packages/14/1e/75fa96394478930b79d0302eaf9a6c69f34005a1a5251ac8b9c336486ec9/multidict-6.7.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:680878b9f3d45c31e1f730eef731f9b0bc1da456155688c6745ee84eb818e90e", size = 233523 }, + { url = "https://files.pythonhosted.org/packages/b2/5e/085544cb9f9c4ad2b5d97467c15f856df8d9bac410cffd5c43991a5d878b/multidict-6.7.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:eb866162ef2f45063acc7a53a88ef6fe8bf121d45c30ea3c9cd87ce7e191a8d4", size = 243129 }, + { url = "https://files.pythonhosted.org/packages/b9/c3/e9d9e2f20c9474e7a8fcef28f863c5cbd29bb5adce6b70cebe8bdad0039d/multidict-6.7.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:df0e3bf7993bdbeca5ac25aa859cf40d39019e015c9c91809ba7093967f7a648", size = 248999 }, + { url = "https://files.pythonhosted.org/packages/b5/3f/df171b6efa3239ae33b97b887e42671cd1d94d460614bfb2c30ffdab3b95/multidict-6.7.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:661709cdcd919a2ece2234f9bae7174e5220c80b034585d7d8a755632d3e2111", size = 243711 }, + { url = "https://files.pythonhosted.org/packages/3c/2f/9b5564888c4e14b9af64c54acf149263721a283aaf4aa0ae89b091d5d8c1/multidict-6.7.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:096f52730c3fb8ed419db2d44391932b63891b2c5ed14850a7e215c0ba9ade36", size = 237504 }, + { url = "https://files.pythonhosted.org/packages/6c/3a/0bd6ca0f7d96d790542d591c8c3354c1e1b6bfd2024d4d92dc3d87485ec7/multidict-6.7.0-cp310-cp310-win32.whl", hash = "sha256:afa8a2978ec65d2336305550535c9c4ff50ee527914328c8677b3973ade52b85", size = 41422 }, + { url = "https://files.pythonhosted.org/packages/00/35/f6a637ea2c75f0d3b7c7d41b1189189acff0d9deeb8b8f35536bb30f5e33/multidict-6.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:b15b3afff74f707b9275d5ba6a91ae8f6429c3ffb29bbfd216b0b375a56f13d7", size = 46050 }, + { url = "https://files.pythonhosted.org/packages/e7/b8/f7bf8329b39893d02d9d95cf610c75885d12fc0f402b1c894e1c8e01c916/multidict-6.7.0-cp310-cp310-win_arm64.whl", hash = "sha256:4b73189894398d59131a66ff157837b1fafea9974be486d036bb3d32331fdbf0", size = 43153 }, + { url = "https://files.pythonhosted.org/packages/34/9e/5c727587644d67b2ed479041e4b1c58e30afc011e3d45d25bbe35781217c/multidict-6.7.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:4d409aa42a94c0b3fa617708ef5276dfe81012ba6753a0370fcc9d0195d0a1fc", size = 76604 }, + { url = "https://files.pythonhosted.org/packages/17/e4/67b5c27bd17c085a5ea8f1ec05b8a3e5cba0ca734bfcad5560fb129e70ca/multidict-6.7.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:14c9e076eede3b54c636f8ce1c9c252b5f057c62131211f0ceeec273810c9721", size = 44715 }, + { url = "https://files.pythonhosted.org/packages/4d/e1/866a5d77be6ea435711bef2a4291eed11032679b6b28b56b4776ab06ba3e/multidict-6.7.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:4c09703000a9d0fa3c3404b27041e574cc7f4df4c6563873246d0e11812a94b6", size = 44332 }, + { url = "https://files.pythonhosted.org/packages/31/61/0c2d50241ada71ff61a79518db85ada85fdabfcf395d5968dae1cbda04e5/multidict-6.7.0-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:a265acbb7bb33a3a2d626afbe756371dce0279e7b17f4f4eda406459c2b5ff1c", size = 245212 }, + { url = "https://files.pythonhosted.org/packages/ac/e0/919666a4e4b57fff1b57f279be1c9316e6cdc5de8a8b525d76f6598fefc7/multidict-6.7.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:51cb455de290ae462593e5b1cb1118c5c22ea7f0d3620d9940bf695cea5a4bd7", size = 246671 }, + { url = "https://files.pythonhosted.org/packages/a1/cc/d027d9c5a520f3321b65adea289b965e7bcbd2c34402663f482648c716ce/multidict-6.7.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:db99677b4457c7a5c5a949353e125ba72d62b35f74e26da141530fbb012218a7", size = 225491 }, + { url = "https://files.pythonhosted.org/packages/75/c4/bbd633980ce6155a28ff04e6a6492dd3335858394d7bb752d8b108708558/multidict-6.7.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f470f68adc395e0183b92a2f4689264d1ea4b40504a24d9882c27375e6662bb9", size = 257322 }, + { url = "https://files.pythonhosted.org/packages/4c/6d/d622322d344f1f053eae47e033b0b3f965af01212de21b10bcf91be991fb/multidict-6.7.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0db4956f82723cc1c270de9c6e799b4c341d327762ec78ef82bb962f79cc07d8", size = 254694 }, + { url = "https://files.pythonhosted.org/packages/a8/9f/78f8761c2705d4c6d7516faed63c0ebdac569f6db1bef95e0d5218fdc146/multidict-6.7.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:3e56d780c238f9e1ae66a22d2adf8d16f485381878250db8d496623cd38b22bd", size = 246715 }, + { url = "https://files.pythonhosted.org/packages/78/59/950818e04f91b9c2b95aab3d923d9eabd01689d0dcd889563988e9ea0fd8/multidict-6.7.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9d14baca2ee12c1a64740d4531356ba50b82543017f3ad6de0deb943c5979abb", size = 243189 }, + { url = "https://files.pythonhosted.org/packages/7a/3d/77c79e1934cad2ee74991840f8a0110966d9599b3af95964c0cd79bb905b/multidict-6.7.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:295a92a76188917c7f99cda95858c822f9e4aae5824246bba9b6b44004ddd0a6", size = 237845 }, + { url = "https://files.pythonhosted.org/packages/63/1b/834ce32a0a97a3b70f86437f685f880136677ac00d8bce0027e9fd9c2db7/multidict-6.7.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:39f1719f57adbb767ef592a50ae5ebb794220d1188f9ca93de471336401c34d2", size = 246374 }, + { url = "https://files.pythonhosted.org/packages/23/ef/43d1c3ba205b5dec93dc97f3fba179dfa47910fc73aaaea4f7ceb41cec2a/multidict-6.7.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:0a13fb8e748dfc94749f622de065dd5c1def7e0d2216dba72b1d8069a389c6ff", size = 253345 }, + { url = "https://files.pythonhosted.org/packages/6b/03/eaf95bcc2d19ead522001f6a650ef32811aa9e3624ff0ad37c445c7a588c/multidict-6.7.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:e3aa16de190d29a0ea1b48253c57d99a68492c8dd8948638073ab9e74dc9410b", size = 246940 }, + { url = "https://files.pythonhosted.org/packages/e8/df/ec8a5fd66ea6cd6f525b1fcbb23511b033c3e9bc42b81384834ffa484a62/multidict-6.7.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a048ce45dcdaaf1defb76b2e684f997fb5abf74437b6cb7b22ddad934a964e34", size = 242229 }, + { url = "https://files.pythonhosted.org/packages/8a/a2/59b405d59fd39ec86d1142630e9049243015a5f5291ba49cadf3c090c541/multidict-6.7.0-cp311-cp311-win32.whl", hash = "sha256:a90af66facec4cebe4181b9e62a68be65e45ac9b52b67de9eec118701856e7ff", size = 41308 }, + { url = "https://files.pythonhosted.org/packages/32/0f/13228f26f8b882c34da36efa776c3b7348455ec383bab4a66390e42963ae/multidict-6.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:95b5ffa4349df2887518bb839409bcf22caa72d82beec453216802f475b23c81", size = 46037 }, + { url = "https://files.pythonhosted.org/packages/84/1f/68588e31b000535a3207fd3c909ebeec4fb36b52c442107499c18a896a2a/multidict-6.7.0-cp311-cp311-win_arm64.whl", hash = "sha256:329aa225b085b6f004a4955271a7ba9f1087e39dcb7e65f6284a988264a63912", size = 43023 }, + { url = "https://files.pythonhosted.org/packages/c2/9e/9f61ac18d9c8b475889f32ccfa91c9f59363480613fc807b6e3023d6f60b/multidict-6.7.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:8a3862568a36d26e650a19bb5cbbba14b71789032aebc0423f8cc5f150730184", size = 76877 }, + { url = "https://files.pythonhosted.org/packages/38/6f/614f09a04e6184f8824268fce4bc925e9849edfa654ddd59f0b64508c595/multidict-6.7.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:960c60b5849b9b4f9dcc9bea6e3626143c252c74113df2c1540aebce70209b45", size = 45467 }, + { url = "https://files.pythonhosted.org/packages/b3/93/c4f67a436dd026f2e780c433277fff72be79152894d9fc36f44569cab1a6/multidict-6.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2049be98fb57a31b4ccf870bf377af2504d4ae35646a19037ec271e4c07998aa", size = 43834 }, + { url = "https://files.pythonhosted.org/packages/7f/f5/013798161ca665e4a422afbc5e2d9e4070142a9ff8905e482139cd09e4d0/multidict-6.7.0-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:0934f3843a1860dd465d38895c17fce1f1cb37295149ab05cd1b9a03afacb2a7", size = 250545 }, + { url = "https://files.pythonhosted.org/packages/71/2f/91dbac13e0ba94669ea5119ba267c9a832f0cb65419aca75549fcf09a3dc/multidict-6.7.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b3e34f3a1b8131ba06f1a73adab24f30934d148afcd5f5de9a73565a4404384e", size = 258305 }, + { url = "https://files.pythonhosted.org/packages/ef/b0/754038b26f6e04488b48ac621f779c341338d78503fb45403755af2df477/multidict-6.7.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:efbb54e98446892590dc2458c19c10344ee9a883a79b5cec4bc34d6656e8d546", size = 242363 }, + { url = "https://files.pythonhosted.org/packages/87/15/9da40b9336a7c9fa606c4cf2ed80a649dffeb42b905d4f63a1d7eb17d746/multidict-6.7.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a35c5fc61d4f51eb045061e7967cfe3123d622cd500e8868e7c0c592a09fedc4", size = 268375 }, + { url = "https://files.pythonhosted.org/packages/82/72/c53fcade0cc94dfaad583105fd92b3a783af2091eddcb41a6d5a52474000/multidict-6.7.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:29fe6740ebccba4175af1b9b87bf553e9c15cd5868ee967e010efcf94e4fd0f1", size = 269346 }, + { url = "https://files.pythonhosted.org/packages/0d/e2/9baffdae21a76f77ef8447f1a05a96ec4bc0a24dae08767abc0a2fe680b8/multidict-6.7.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:123e2a72e20537add2f33a79e605f6191fba2afda4cbb876e35c1a7074298a7d", size = 256107 }, + { url = "https://files.pythonhosted.org/packages/3c/06/3f06f611087dc60d65ef775f1fb5aca7c6d61c6db4990e7cda0cef9b1651/multidict-6.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b284e319754366c1aee2267a2036248b24eeb17ecd5dc16022095e747f2f4304", size = 253592 }, + { url = "https://files.pythonhosted.org/packages/20/24/54e804ec7945b6023b340c412ce9c3f81e91b3bf5fa5ce65558740141bee/multidict-6.7.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:803d685de7be4303b5a657b76e2f6d1240e7e0a8aa2968ad5811fa2285553a12", size = 251024 }, + { url = "https://files.pythonhosted.org/packages/14/48/011cba467ea0b17ceb938315d219391d3e421dfd35928e5dbdc3f4ae76ef/multidict-6.7.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:c04a328260dfd5db8c39538f999f02779012268f54614902d0afc775d44e0a62", size = 251484 }, + { url = "https://files.pythonhosted.org/packages/0d/2f/919258b43bb35b99fa127435cfb2d91798eb3a943396631ef43e3720dcf4/multidict-6.7.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:8a19cdb57cd3df4cd865849d93ee14920fb97224300c88501f16ecfa2604b4e0", size = 263579 }, + { url = "https://files.pythonhosted.org/packages/31/22/a0e884d86b5242b5a74cf08e876bdf299e413016b66e55511f7a804a366e/multidict-6.7.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:9b2fd74c52accced7e75de26023b7dccee62511a600e62311b918ec5c168fc2a", size = 259654 }, + { url = "https://files.pythonhosted.org/packages/b2/e5/17e10e1b5c5f5a40f2fcbb45953c9b215f8a4098003915e46a93f5fcaa8f/multidict-6.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3e8bfdd0e487acf992407a140d2589fe598238eaeffa3da8448d63a63cd363f8", size = 251511 }, + { url = "https://files.pythonhosted.org/packages/e3/9a/201bb1e17e7af53139597069c375e7b0dcbd47594604f65c2d5359508566/multidict-6.7.0-cp312-cp312-win32.whl", hash = "sha256:dd32a49400a2c3d52088e120ee00c1e3576cbff7e10b98467962c74fdb762ed4", size = 41895 }, + { url = "https://files.pythonhosted.org/packages/46/e2/348cd32faad84eaf1d20cce80e2bb0ef8d312c55bca1f7fa9865e7770aaf/multidict-6.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:92abb658ef2d7ef22ac9f8bb88e8b6c3e571671534e029359b6d9e845923eb1b", size = 46073 }, + { url = "https://files.pythonhosted.org/packages/25/ec/aad2613c1910dce907480e0c3aa306905830f25df2e54ccc9dea450cb5aa/multidict-6.7.0-cp312-cp312-win_arm64.whl", hash = "sha256:490dab541a6a642ce1a9d61a4781656b346a55c13038f0b1244653828e3a83ec", size = 43226 }, + { url = "https://files.pythonhosted.org/packages/d2/86/33272a544eeb36d66e4d9a920602d1a2f57d4ebea4ef3cdfe5a912574c95/multidict-6.7.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:bee7c0588aa0076ce77c0ea5d19a68d76ad81fcd9fe8501003b9a24f9d4000f6", size = 76135 }, + { url = "https://files.pythonhosted.org/packages/91/1c/eb97db117a1ebe46d457a3d235a7b9d2e6dcab174f42d1b67663dd9e5371/multidict-6.7.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:7ef6b61cad77091056ce0e7ce69814ef72afacb150b7ac6a3e9470def2198159", size = 45117 }, + { url = "https://files.pythonhosted.org/packages/f1/d8/6c3442322e41fb1dd4de8bd67bfd11cd72352ac131f6368315617de752f1/multidict-6.7.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:9c0359b1ec12b1d6849c59f9d319610b7f20ef990a6d454ab151aa0e3b9f78ca", size = 43472 }, + { url = "https://files.pythonhosted.org/packages/75/3f/e2639e80325af0b6c6febdf8e57cc07043ff15f57fa1ef808f4ccb5ac4cd/multidict-6.7.0-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:cd240939f71c64bd658f186330603aac1a9a81bf6273f523fca63673cb7378a8", size = 249342 }, + { url = "https://files.pythonhosted.org/packages/5d/cc/84e0585f805cbeaa9cbdaa95f9a3d6aed745b9d25700623ac89a6ecff400/multidict-6.7.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a60a4d75718a5efa473ebd5ab685786ba0c67b8381f781d1be14da49f1a2dc60", size = 257082 }, + { url = "https://files.pythonhosted.org/packages/b0/9c/ac851c107c92289acbbf5cfb485694084690c1b17e555f44952c26ddc5bd/multidict-6.7.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:53a42d364f323275126aff81fb67c5ca1b7a04fda0546245730a55c8c5f24bc4", size = 240704 }, + { url = "https://files.pythonhosted.org/packages/50/cc/5f93e99427248c09da95b62d64b25748a5f5c98c7c2ab09825a1d6af0e15/multidict-6.7.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3b29b980d0ddbecb736735ee5bef69bb2ddca56eff603c86f3f29a1128299b4f", size = 266355 }, + { url = "https://files.pythonhosted.org/packages/ec/0c/2ec1d883ceb79c6f7f6d7ad90c919c898f5d1c6ea96d322751420211e072/multidict-6.7.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f8a93b1c0ed2d04b97a5e9336fd2d33371b9a6e29ab7dd6503d63407c20ffbaf", size = 267259 }, + { url = "https://files.pythonhosted.org/packages/c6/2d/f0b184fa88d6630aa267680bdb8623fb69cb0d024b8c6f0d23f9a0f406d3/multidict-6.7.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9ff96e8815eecacc6645da76c413eb3b3d34cfca256c70b16b286a687d013c32", size = 254903 }, + { url = "https://files.pythonhosted.org/packages/06/c9/11ea263ad0df7dfabcad404feb3c0dd40b131bc7f232d5537f2fb1356951/multidict-6.7.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:7516c579652f6a6be0e266aec0acd0db80829ca305c3d771ed898538804c2036", size = 252365 }, + { url = "https://files.pythonhosted.org/packages/41/88/d714b86ee2c17d6e09850c70c9d310abac3d808ab49dfa16b43aba9d53fd/multidict-6.7.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:040f393368e63fb0f3330e70c26bfd336656bed925e5cbe17c9da839a6ab13ec", size = 250062 }, + { url = "https://files.pythonhosted.org/packages/15/fe/ad407bb9e818c2b31383f6131ca19ea7e35ce93cf1310fce69f12e89de75/multidict-6.7.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:b3bc26a951007b1057a1c543af845f1c7e3e71cc240ed1ace7bf4484aa99196e", size = 249683 }, + { url = "https://files.pythonhosted.org/packages/8c/a4/a89abdb0229e533fb925e7c6e5c40201c2873efebc9abaf14046a4536ee6/multidict-6.7.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:7b022717c748dd1992a83e219587aabe45980d88969f01b316e78683e6285f64", size = 261254 }, + { url = "https://files.pythonhosted.org/packages/8d/aa/0e2b27bd88b40a4fb8dc53dd74eecac70edaa4c1dd0707eb2164da3675b3/multidict-6.7.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:9600082733859f00d79dee64effc7aef1beb26adb297416a4ad2116fd61374bd", size = 257967 }, + { url = "https://files.pythonhosted.org/packages/d0/8e/0c67b7120d5d5f6d874ed85a085f9dc770a7f9d8813e80f44a9fec820bb7/multidict-6.7.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:94218fcec4d72bc61df51c198d098ce2b378e0ccbac41ddbed5ef44092913288", size = 250085 }, + { url = "https://files.pythonhosted.org/packages/ba/55/b73e1d624ea4b8fd4dd07a3bb70f6e4c7c6c5d9d640a41c6ffe5cdbd2a55/multidict-6.7.0-cp313-cp313-win32.whl", hash = "sha256:a37bd74c3fa9d00be2d7b8eca074dc56bd8077ddd2917a839bd989612671ed17", size = 41713 }, + { url = "https://files.pythonhosted.org/packages/32/31/75c59e7d3b4205075b4c183fa4ca398a2daf2303ddf616b04ae6ef55cffe/multidict-6.7.0-cp313-cp313-win_amd64.whl", hash = "sha256:30d193c6cc6d559db42b6bcec8a5d395d34d60c9877a0b71ecd7c204fcf15390", size = 45915 }, + { url = "https://files.pythonhosted.org/packages/31/2a/8987831e811f1184c22bc2e45844934385363ee61c0a2dcfa8f71b87e608/multidict-6.7.0-cp313-cp313-win_arm64.whl", hash = "sha256:ea3334cabe4d41b7ccd01e4d349828678794edbc2d3ae97fc162a3312095092e", size = 43077 }, + { url = "https://files.pythonhosted.org/packages/e8/68/7b3a5170a382a340147337b300b9eb25a9ddb573bcdfff19c0fa3f31ffba/multidict-6.7.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:ad9ce259f50abd98a1ca0aa6e490b58c316a0fce0617f609723e40804add2c00", size = 83114 }, + { url = "https://files.pythonhosted.org/packages/55/5c/3fa2d07c84df4e302060f555bbf539310980362236ad49f50eeb0a1c1eb9/multidict-6.7.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:07f5594ac6d084cbb5de2df218d78baf55ef150b91f0ff8a21cc7a2e3a5a58eb", size = 48442 }, + { url = "https://files.pythonhosted.org/packages/fc/56/67212d33239797f9bd91962bb899d72bb0f4c35a8652dcdb8ed049bef878/multidict-6.7.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:0591b48acf279821a579282444814a2d8d0af624ae0bc600aa4d1b920b6e924b", size = 46885 }, + { url = "https://files.pythonhosted.org/packages/46/d1/908f896224290350721597a61a69cd19b89ad8ee0ae1f38b3f5cd12ea2ac/multidict-6.7.0-cp313-cp313t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:749a72584761531d2b9467cfbdfd29487ee21124c304c4b6cb760d8777b27f9c", size = 242588 }, + { url = "https://files.pythonhosted.org/packages/ab/67/8604288bbd68680eee0ab568fdcb56171d8b23a01bcd5cb0c8fedf6e5d99/multidict-6.7.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6b4c3d199f953acd5b446bf7c0de1fe25d94e09e79086f8dc2f48a11a129cdf1", size = 249966 }, + { url = "https://files.pythonhosted.org/packages/20/33/9228d76339f1ba51e3efef7da3ebd91964d3006217aae13211653193c3ff/multidict-6.7.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:9fb0211dfc3b51efea2f349ec92c114d7754dd62c01f81c3e32b765b70c45c9b", size = 228618 }, + { url = "https://files.pythonhosted.org/packages/f8/2d/25d9b566d10cab1c42b3b9e5b11ef79c9111eaf4463b8c257a3bd89e0ead/multidict-6.7.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a027ec240fe73a8d6281872690b988eed307cd7d91b23998ff35ff577ca688b5", size = 257539 }, + { url = "https://files.pythonhosted.org/packages/b6/b1/8d1a965e6637fc33de3c0d8f414485c2b7e4af00f42cab3d84e7b955c222/multidict-6.7.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d1d964afecdf3a8288789df2f5751dc0a8261138c3768d9af117ed384e538fad", size = 256345 }, + { url = "https://files.pythonhosted.org/packages/ba/0c/06b5a8adbdeedada6f4fb8d8f193d44a347223b11939b42953eeb6530b6b/multidict-6.7.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:caf53b15b1b7df9fbd0709aa01409000a2b4dd03a5f6f5cc548183c7c8f8b63c", size = 247934 }, + { url = "https://files.pythonhosted.org/packages/8f/31/b2491b5fe167ca044c6eb4b8f2c9f3b8a00b24c432c365358eadac5d7625/multidict-6.7.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:654030da3197d927f05a536a66186070e98765aa5142794c9904555d3a9d8fb5", size = 245243 }, + { url = "https://files.pythonhosted.org/packages/61/1a/982913957cb90406c8c94f53001abd9eafc271cb3e70ff6371590bec478e/multidict-6.7.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:2090d3718829d1e484706a2f525e50c892237b2bf9b17a79b059cb98cddc2f10", size = 235878 }, + { url = "https://files.pythonhosted.org/packages/be/c0/21435d804c1a1cf7a2608593f4d19bca5bcbd7a81a70b253fdd1c12af9c0/multidict-6.7.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:2d2cfeec3f6f45651b3d408c4acec0ebf3daa9bc8a112a084206f5db5d05b754", size = 243452 }, + { url = "https://files.pythonhosted.org/packages/54/0a/4349d540d4a883863191be6eb9a928846d4ec0ea007d3dcd36323bb058ac/multidict-6.7.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:4ef089f985b8c194d341eb2c24ae6e7408c9a0e2e5658699c92f497437d88c3c", size = 252312 }, + { url = "https://files.pythonhosted.org/packages/26/64/d5416038dbda1488daf16b676e4dbfd9674dde10a0cc8f4fc2b502d8125d/multidict-6.7.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e93a0617cd16998784bf4414c7e40f17a35d2350e5c6f0bd900d3a8e02bd3762", size = 246935 }, + { url = "https://files.pythonhosted.org/packages/9f/8c/8290c50d14e49f35e0bd4abc25e1bc7711149ca9588ab7d04f886cdf03d9/multidict-6.7.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:f0feece2ef8ebc42ed9e2e8c78fc4aa3cf455733b507c09ef7406364c94376c6", size = 243385 }, + { url = "https://files.pythonhosted.org/packages/ef/a0/f83ae75e42d694b3fbad3e047670e511c138be747bc713cf1b10d5096416/multidict-6.7.0-cp313-cp313t-win32.whl", hash = "sha256:19a1d55338ec1be74ef62440ca9e04a2f001a04d0cc49a4983dc320ff0f3212d", size = 47777 }, + { url = "https://files.pythonhosted.org/packages/dc/80/9b174a92814a3830b7357307a792300f42c9e94664b01dee8e457551fa66/multidict-6.7.0-cp313-cp313t-win_amd64.whl", hash = "sha256:3da4fb467498df97e986af166b12d01f05d2e04f978a9c1c680ea1988e0bc4b6", size = 53104 }, + { url = "https://files.pythonhosted.org/packages/cc/28/04baeaf0428d95bb7a7bea0e691ba2f31394338ba424fb0679a9ed0f4c09/multidict-6.7.0-cp313-cp313t-win_arm64.whl", hash = "sha256:b4121773c49a0776461f4a904cdf6264c88e42218aaa8407e803ca8025872792", size = 45503 }, + { url = "https://files.pythonhosted.org/packages/e2/b1/3da6934455dd4b261d4c72f897e3a5728eba81db59959f3a639245891baa/multidict-6.7.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3bab1e4aff7adaa34410f93b1f8e57c4b36b9af0426a76003f441ee1d3c7e842", size = 75128 }, + { url = "https://files.pythonhosted.org/packages/14/2c/f069cab5b51d175a1a2cb4ccdf7a2c2dabd58aa5bd933fa036a8d15e2404/multidict-6.7.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:b8512bac933afc3e45fb2b18da8e59b78d4f408399a960339598374d4ae3b56b", size = 44410 }, + { url = "https://files.pythonhosted.org/packages/42/e2/64bb41266427af6642b6b128e8774ed84c11b80a90702c13ac0a86bb10cc/multidict-6.7.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:79dcf9e477bc65414ebfea98ffd013cb39552b5ecd62908752e0e413d6d06e38", size = 43205 }, + { url = "https://files.pythonhosted.org/packages/02/68/6b086fef8a3f1a8541b9236c594f0c9245617c29841f2e0395d979485cde/multidict-6.7.0-cp314-cp314-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:31bae522710064b5cbeddaf2e9f32b1abab70ac6ac91d42572502299e9953128", size = 245084 }, + { url = "https://files.pythonhosted.org/packages/15/ee/f524093232007cd7a75c1d132df70f235cfd590a7c9eaccd7ff422ef4ae8/multidict-6.7.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a0df7ff02397bb63e2fd22af2c87dfa39e8c7f12947bc524dbdc528282c7e34", size = 252667 }, + { url = "https://files.pythonhosted.org/packages/02/a5/eeb3f43ab45878f1895118c3ef157a480db58ede3f248e29b5354139c2c9/multidict-6.7.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7a0222514e8e4c514660e182d5156a415c13ef0aabbd71682fc714e327b95e99", size = 233590 }, + { url = "https://files.pythonhosted.org/packages/6a/1e/76d02f8270b97269d7e3dbd45644b1785bda457b474315f8cf999525a193/multidict-6.7.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:2397ab4daaf2698eb51a76721e98db21ce4f52339e535725de03ea962b5a3202", size = 264112 }, + { url = "https://files.pythonhosted.org/packages/76/0b/c28a70ecb58963847c2a8efe334904cd254812b10e535aefb3bcce513918/multidict-6.7.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:8891681594162635948a636c9fe0ff21746aeb3dd5463f6e25d9bea3a8a39ca1", size = 261194 }, + { url = "https://files.pythonhosted.org/packages/b4/63/2ab26e4209773223159b83aa32721b4021ffb08102f8ac7d689c943fded1/multidict-6.7.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:18706cc31dbf402a7945916dd5cddf160251b6dab8a2c5f3d6d5a55949f676b3", size = 248510 }, + { url = "https://files.pythonhosted.org/packages/93/cd/06c1fa8282af1d1c46fd55c10a7930af652afdce43999501d4d68664170c/multidict-6.7.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:f844a1bbf1d207dd311a56f383f7eda2d0e134921d45751842d8235e7778965d", size = 248395 }, + { url = "https://files.pythonhosted.org/packages/99/ac/82cb419dd6b04ccf9e7e61befc00c77614fc8134362488b553402ecd55ce/multidict-6.7.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:d4393e3581e84e5645506923816b9cc81f5609a778c7e7534054091acc64d1c6", size = 239520 }, + { url = "https://files.pythonhosted.org/packages/fa/f3/a0f9bf09493421bd8716a362e0cd1d244f5a6550f5beffdd6b47e885b331/multidict-6.7.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:fbd18dc82d7bf274b37aa48d664534330af744e03bccf696d6f4c6042e7d19e7", size = 245479 }, + { url = "https://files.pythonhosted.org/packages/8d/01/476d38fc73a212843f43c852b0eee266b6971f0e28329c2184a8df90c376/multidict-6.7.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:b6234e14f9314731ec45c42fc4554b88133ad53a09092cc48a88e771c125dadb", size = 258903 }, + { url = "https://files.pythonhosted.org/packages/49/6d/23faeb0868adba613b817d0e69c5f15531b24d462af8012c4f6de4fa8dc3/multidict-6.7.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:08d4379f9744d8f78d98c8673c06e202ffa88296f009c71bbafe8a6bf847d01f", size = 252333 }, + { url = "https://files.pythonhosted.org/packages/1e/cc/48d02ac22b30fa247f7dad82866e4b1015431092f4ba6ebc7e77596e0b18/multidict-6.7.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:9fe04da3f79387f450fd0061d4dd2e45a72749d31bf634aecc9e27f24fdc4b3f", size = 243411 }, + { url = "https://files.pythonhosted.org/packages/4a/03/29a8bf5a18abf1fe34535c88adbdfa88c9fb869b5a3b120692c64abe8284/multidict-6.7.0-cp314-cp314-win32.whl", hash = "sha256:fbafe31d191dfa7c4c51f7a6149c9fb7e914dcf9ffead27dcfd9f1ae382b3885", size = 40940 }, + { url = "https://files.pythonhosted.org/packages/82/16/7ed27b680791b939de138f906d5cf2b4657b0d45ca6f5dd6236fdddafb1a/multidict-6.7.0-cp314-cp314-win_amd64.whl", hash = "sha256:2f67396ec0310764b9222a1728ced1ab638f61aadc6226f17a71dd9324f9a99c", size = 45087 }, + { url = "https://files.pythonhosted.org/packages/cd/3c/e3e62eb35a1950292fe39315d3c89941e30a9d07d5d2df42965ab041da43/multidict-6.7.0-cp314-cp314-win_arm64.whl", hash = "sha256:ba672b26069957ee369cfa7fc180dde1fc6f176eaf1e6beaf61fbebbd3d9c000", size = 42368 }, + { url = "https://files.pythonhosted.org/packages/8b/40/cd499bd0dbc5f1136726db3153042a735fffd0d77268e2ee20d5f33c010f/multidict-6.7.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:c1dcc7524066fa918c6a27d61444d4ee7900ec635779058571f70d042d86ed63", size = 82326 }, + { url = "https://files.pythonhosted.org/packages/13/8a/18e031eca251c8df76daf0288e6790561806e439f5ce99a170b4af30676b/multidict-6.7.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:27e0b36c2d388dc7b6ced3406671b401e84ad7eb0656b8f3a2f46ed0ce483718", size = 48065 }, + { url = "https://files.pythonhosted.org/packages/40/71/5e6701277470a87d234e433fb0a3a7deaf3bcd92566e421e7ae9776319de/multidict-6.7.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:2a7baa46a22e77f0988e3b23d4ede5513ebec1929e34ee9495be535662c0dfe2", size = 46475 }, + { url = "https://files.pythonhosted.org/packages/fe/6a/bab00cbab6d9cfb57afe1663318f72ec28289ea03fd4e8236bb78429893a/multidict-6.7.0-cp314-cp314t-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:7bf77f54997a9166a2f5675d1201520586439424c2511723a7312bdb4bcc034e", size = 239324 }, + { url = "https://files.pythonhosted.org/packages/2a/5f/8de95f629fc22a7769ade8b41028e3e5a822c1f8904f618d175945a81ad3/multidict-6.7.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e011555abada53f1578d63389610ac8a5400fc70ce71156b0aa30d326f1a5064", size = 246877 }, + { url = "https://files.pythonhosted.org/packages/23/b4/38881a960458f25b89e9f4a4fdcb02ac101cfa710190db6e5528841e67de/multidict-6.7.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:28b37063541b897fd6a318007373930a75ca6d6ac7c940dbe14731ffdd8d498e", size = 225824 }, + { url = "https://files.pythonhosted.org/packages/1e/39/6566210c83f8a261575f18e7144736059f0c460b362e96e9cf797a24b8e7/multidict-6.7.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:05047ada7a2fde2631a0ed706f1fd68b169a681dfe5e4cf0f8e4cb6618bbc2cd", size = 253558 }, + { url = "https://files.pythonhosted.org/packages/00/a3/67f18315100f64c269f46e6c0319fa87ba68f0f64f2b8e7fd7c72b913a0b/multidict-6.7.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:716133f7d1d946a4e1b91b1756b23c088881e70ff180c24e864c26192ad7534a", size = 252339 }, + { url = "https://files.pythonhosted.org/packages/c8/2a/1cb77266afee2458d82f50da41beba02159b1d6b1f7973afc9a1cad1499b/multidict-6.7.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d1bed1b467ef657f2a0ae62844a607909ef1c6889562de5e1d505f74457d0b96", size = 244895 }, + { url = "https://files.pythonhosted.org/packages/dd/72/09fa7dd487f119b2eb9524946ddd36e2067c08510576d43ff68469563b3b/multidict-6.7.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:ca43bdfa5d37bd6aee89d85e1d0831fb86e25541be7e9d376ead1b28974f8e5e", size = 241862 }, + { url = "https://files.pythonhosted.org/packages/65/92/bc1f8bd0853d8669300f732c801974dfc3702c3eeadae2f60cef54dc69d7/multidict-6.7.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:44b546bd3eb645fd26fb949e43c02a25a2e632e2ca21a35e2e132c8105dc8599", size = 232376 }, + { url = "https://files.pythonhosted.org/packages/09/86/ac39399e5cb9d0c2ac8ef6e10a768e4d3bc933ac808d49c41f9dc23337eb/multidict-6.7.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:a6ef16328011d3f468e7ebc326f24c1445f001ca1dec335b2f8e66bed3006394", size = 240272 }, + { url = "https://files.pythonhosted.org/packages/3d/b6/fed5ac6b8563ec72df6cb1ea8dac6d17f0a4a1f65045f66b6d3bf1497c02/multidict-6.7.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:5aa873cbc8e593d361ae65c68f85faadd755c3295ea2c12040ee146802f23b38", size = 248774 }, + { url = "https://files.pythonhosted.org/packages/6b/8d/b954d8c0dc132b68f760aefd45870978deec6818897389dace00fcde32ff/multidict-6.7.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:3d7b6ccce016e29df4b7ca819659f516f0bc7a4b3efa3bb2012ba06431b044f9", size = 242731 }, + { url = "https://files.pythonhosted.org/packages/16/9d/a2dac7009125d3540c2f54e194829ea18ac53716c61b655d8ed300120b0f/multidict-6.7.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:171b73bd4ee683d307599b66793ac80981b06f069b62eea1c9e29c9241aa66b0", size = 240193 }, + { url = "https://files.pythonhosted.org/packages/39/ca/c05f144128ea232ae2178b008d5011d4e2cea86e4ee8c85c2631b1b94802/multidict-6.7.0-cp314-cp314t-win32.whl", hash = "sha256:b2d7f80c4e1fd010b07cb26820aae86b7e73b681ee4889684fb8d2d4537aab13", size = 48023 }, + { url = "https://files.pythonhosted.org/packages/ba/8f/0a60e501584145588be1af5cc829265701ba3c35a64aec8e07cbb71d39bb/multidict-6.7.0-cp314-cp314t-win_amd64.whl", hash = "sha256:09929cab6fcb68122776d575e03c6cc64ee0b8fca48d17e135474b042ce515cd", size = 53507 }, + { url = "https://files.pythonhosted.org/packages/7f/ae/3148b988a9c6239903e786eac19c889fab607c31d6efa7fb2147e5680f23/multidict-6.7.0-cp314-cp314t-win_arm64.whl", hash = "sha256:cc41db090ed742f32bd2d2c721861725e6109681eddf835d0a82bd3a5c382827", size = 44804 }, + { url = "https://files.pythonhosted.org/packages/b7/da/7d22601b625e241d4f23ef1ebff8acfc60da633c9e7e7922e24d10f592b3/multidict-6.7.0-py3-none-any.whl", hash = "sha256:394fc5c42a333c9ffc3e421a4c85e08580d990e08b99f6bf35b4132114c5dcb3", size = 12317 }, ] [[package]] @@ -3328,66 +3324,66 @@ dependencies = [ { name = "tomli", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/c0/77/8f0d0001ffad290cef2f7f216f96c814866248a0b92a722365ed54648e7e/mypy-1.18.2.tar.gz", hash = "sha256:06a398102a5f203d7477b2923dda3634c36727fa5c237d8f859ef90c42a9924b", size = 3448846, upload-time = "2025-09-19T00:11:10.519Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/03/6f/657961a0743cff32e6c0611b63ff1c1970a0b482ace35b069203bf705187/mypy-1.18.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c1eab0cf6294dafe397c261a75f96dc2c31bffe3b944faa24db5def4e2b0f77c", size = 12807973, upload-time = "2025-09-19T00:10:35.282Z" }, - { url = "https://files.pythonhosted.org/packages/10/e9/420822d4f661f13ca8900f5fa239b40ee3be8b62b32f3357df9a3045a08b/mypy-1.18.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7a780ca61fc239e4865968ebc5240bb3bf610ef59ac398de9a7421b54e4a207e", size = 11896527, upload-time = "2025-09-19T00:10:55.791Z" }, - { url = "https://files.pythonhosted.org/packages/aa/73/a05b2bbaa7005f4642fcfe40fb73f2b4fb6bb44229bd585b5878e9a87ef8/mypy-1.18.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:448acd386266989ef11662ce3c8011fd2a7b632e0ec7d61a98edd8e27472225b", size = 12507004, upload-time = "2025-09-19T00:11:05.411Z" }, - { url = "https://files.pythonhosted.org/packages/4f/01/f6e4b9f0d031c11ccbd6f17da26564f3a0f3c4155af344006434b0a05a9d/mypy-1.18.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f9e171c465ad3901dc652643ee4bffa8e9fef4d7d0eece23b428908c77a76a66", size = 13245947, upload-time = "2025-09-19T00:10:46.923Z" }, - { url = "https://files.pythonhosted.org/packages/d7/97/19727e7499bfa1ae0773d06afd30ac66a58ed7437d940c70548634b24185/mypy-1.18.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:592ec214750bc00741af1f80cbf96b5013d81486b7bb24cb052382c19e40b428", size = 13499217, upload-time = "2025-09-19T00:09:39.472Z" }, - { url = "https://files.pythonhosted.org/packages/9f/4f/90dc8c15c1441bf31cf0f9918bb077e452618708199e530f4cbd5cede6ff/mypy-1.18.2-cp310-cp310-win_amd64.whl", hash = "sha256:7fb95f97199ea11769ebe3638c29b550b5221e997c63b14ef93d2e971606ebed", size = 9766753, upload-time = "2025-09-19T00:10:49.161Z" }, - { url = "https://files.pythonhosted.org/packages/88/87/cafd3ae563f88f94eec33f35ff722d043e09832ea8530ef149ec1efbaf08/mypy-1.18.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:807d9315ab9d464125aa9fcf6d84fde6e1dc67da0b6f80e7405506b8ac72bc7f", size = 12731198, upload-time = "2025-09-19T00:09:44.857Z" }, - { url = "https://files.pythonhosted.org/packages/0f/e0/1e96c3d4266a06d4b0197ace5356d67d937d8358e2ee3ffac71faa843724/mypy-1.18.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:776bb00de1778caf4db739c6e83919c1d85a448f71979b6a0edd774ea8399341", size = 11817879, upload-time = "2025-09-19T00:09:47.131Z" }, - { url = "https://files.pythonhosted.org/packages/72/ef/0c9ba89eb03453e76bdac5a78b08260a848c7bfc5d6603634774d9cd9525/mypy-1.18.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1379451880512ffce14505493bd9fe469e0697543717298242574882cf8cdb8d", size = 12427292, upload-time = "2025-09-19T00:10:22.472Z" }, - { url = "https://files.pythonhosted.org/packages/1a/52/ec4a061dd599eb8179d5411d99775bec2a20542505988f40fc2fee781068/mypy-1.18.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1331eb7fd110d60c24999893320967594ff84c38ac6d19e0a76c5fd809a84c86", size = 13163750, upload-time = "2025-09-19T00:09:51.472Z" }, - { url = "https://files.pythonhosted.org/packages/c4/5f/2cf2ceb3b36372d51568f2208c021870fe7834cf3186b653ac6446511839/mypy-1.18.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:3ca30b50a51e7ba93b00422e486cbb124f1c56a535e20eff7b2d6ab72b3b2e37", size = 13351827, upload-time = "2025-09-19T00:09:58.311Z" }, - { url = "https://files.pythonhosted.org/packages/c8/7d/2697b930179e7277529eaaec1513f8de622818696857f689e4a5432e5e27/mypy-1.18.2-cp311-cp311-win_amd64.whl", hash = "sha256:664dc726e67fa54e14536f6e1224bcfce1d9e5ac02426d2326e2bb4e081d1ce8", size = 9757983, upload-time = "2025-09-19T00:10:09.071Z" }, - { url = "https://files.pythonhosted.org/packages/07/06/dfdd2bc60c66611dd8335f463818514733bc763e4760dee289dcc33df709/mypy-1.18.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:33eca32dd124b29400c31d7cf784e795b050ace0e1f91b8dc035672725617e34", size = 12908273, upload-time = "2025-09-19T00:10:58.321Z" }, - { url = "https://files.pythonhosted.org/packages/81/14/6a9de6d13a122d5608e1a04130724caf9170333ac5a924e10f670687d3eb/mypy-1.18.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a3c47adf30d65e89b2dcd2fa32f3aeb5e94ca970d2c15fcb25e297871c8e4764", size = 11920910, upload-time = "2025-09-19T00:10:20.043Z" }, - { url = "https://files.pythonhosted.org/packages/5f/a9/b29de53e42f18e8cc547e38daa9dfa132ffdc64f7250e353f5c8cdd44bee/mypy-1.18.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d6c838e831a062f5f29d11c9057c6009f60cb294fea33a98422688181fe2893", size = 12465585, upload-time = "2025-09-19T00:10:33.005Z" }, - { url = "https://files.pythonhosted.org/packages/77/ae/6c3d2c7c61ff21f2bee938c917616c92ebf852f015fb55917fd6e2811db2/mypy-1.18.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:01199871b6110a2ce984bde85acd481232d17413868c9807e95c1b0739a58914", size = 13348562, upload-time = "2025-09-19T00:10:11.51Z" }, - { url = "https://files.pythonhosted.org/packages/4d/31/aec68ab3b4aebdf8f36d191b0685d99faa899ab990753ca0fee60fb99511/mypy-1.18.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a2afc0fa0b0e91b4599ddfe0f91e2c26c2b5a5ab263737e998d6817874c5f7c8", size = 13533296, upload-time = "2025-09-19T00:10:06.568Z" }, - { url = "https://files.pythonhosted.org/packages/9f/83/abcb3ad9478fca3ebeb6a5358bb0b22c95ea42b43b7789c7fb1297ca44f4/mypy-1.18.2-cp312-cp312-win_amd64.whl", hash = "sha256:d8068d0afe682c7c4897c0f7ce84ea77f6de953262b12d07038f4d296d547074", size = 9828828, upload-time = "2025-09-19T00:10:28.203Z" }, - { url = "https://files.pythonhosted.org/packages/5f/04/7f462e6fbba87a72bc8097b93f6842499c428a6ff0c81dd46948d175afe8/mypy-1.18.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:07b8b0f580ca6d289e69209ec9d3911b4a26e5abfde32228a288eb79df129fcc", size = 12898728, upload-time = "2025-09-19T00:10:01.33Z" }, - { url = "https://files.pythonhosted.org/packages/99/5b/61ed4efb64f1871b41fd0b82d29a64640f3516078f6c7905b68ab1ad8b13/mypy-1.18.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ed4482847168439651d3feee5833ccedbf6657e964572706a2adb1f7fa4dfe2e", size = 11910758, upload-time = "2025-09-19T00:10:42.607Z" }, - { url = "https://files.pythonhosted.org/packages/3c/46/d297d4b683cc89a6e4108c4250a6a6b717f5fa96e1a30a7944a6da44da35/mypy-1.18.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c3ad2afadd1e9fea5cf99a45a822346971ede8685cc581ed9cd4d42eaf940986", size = 12475342, upload-time = "2025-09-19T00:11:00.371Z" }, - { url = "https://files.pythonhosted.org/packages/83/45/4798f4d00df13eae3bfdf726c9244bcb495ab5bd588c0eed93a2f2dd67f3/mypy-1.18.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a431a6f1ef14cf8c144c6b14793a23ec4eae3db28277c358136e79d7d062f62d", size = 13338709, upload-time = "2025-09-19T00:11:03.358Z" }, - { url = "https://files.pythonhosted.org/packages/d7/09/479f7358d9625172521a87a9271ddd2441e1dab16a09708f056e97007207/mypy-1.18.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7ab28cc197f1dd77a67e1c6f35cd1f8e8b73ed2217e4fc005f9e6a504e46e7ba", size = 13529806, upload-time = "2025-09-19T00:10:26.073Z" }, - { url = "https://files.pythonhosted.org/packages/71/cf/ac0f2c7e9d0ea3c75cd99dff7aec1c9df4a1376537cb90e4c882267ee7e9/mypy-1.18.2-cp313-cp313-win_amd64.whl", hash = "sha256:0e2785a84b34a72ba55fb5daf079a1003a34c05b22238da94fcae2bbe46f3544", size = 9833262, upload-time = "2025-09-19T00:10:40.035Z" }, - { url = "https://files.pythonhosted.org/packages/5a/0c/7d5300883da16f0063ae53996358758b2a2df2a09c72a5061fa79a1f5006/mypy-1.18.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:62f0e1e988ad41c2a110edde6c398383a889d95b36b3e60bcf155f5164c4fdce", size = 12893775, upload-time = "2025-09-19T00:10:03.814Z" }, - { url = "https://files.pythonhosted.org/packages/50/df/2cffbf25737bdb236f60c973edf62e3e7b4ee1c25b6878629e88e2cde967/mypy-1.18.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:8795a039bab805ff0c1dfdb8cd3344642c2b99b8e439d057aba30850b8d3423d", size = 11936852, upload-time = "2025-09-19T00:10:51.631Z" }, - { url = "https://files.pythonhosted.org/packages/be/50/34059de13dd269227fb4a03be1faee6e2a4b04a2051c82ac0a0b5a773c9a/mypy-1.18.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6ca1e64b24a700ab5ce10133f7ccd956a04715463d30498e64ea8715236f9c9c", size = 12480242, upload-time = "2025-09-19T00:11:07.955Z" }, - { url = "https://files.pythonhosted.org/packages/5b/11/040983fad5132d85914c874a2836252bbc57832065548885b5bb5b0d4359/mypy-1.18.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d924eef3795cc89fecf6bedc6ed32b33ac13e8321344f6ddbf8ee89f706c05cb", size = 13326683, upload-time = "2025-09-19T00:09:55.572Z" }, - { url = "https://files.pythonhosted.org/packages/e9/ba/89b2901dd77414dd7a8c8729985832a5735053be15b744c18e4586e506ef/mypy-1.18.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:20c02215a080e3a2be3aa50506c67242df1c151eaba0dcbc1e4e557922a26075", size = 13514749, upload-time = "2025-09-19T00:10:44.827Z" }, - { url = "https://files.pythonhosted.org/packages/25/bc/cc98767cffd6b2928ba680f3e5bc969c4152bf7c2d83f92f5a504b92b0eb/mypy-1.18.2-cp314-cp314-win_amd64.whl", hash = "sha256:749b5f83198f1ca64345603118a6f01a4e99ad4bf9d103ddc5a3200cc4614adf", size = 9982959, upload-time = "2025-09-19T00:10:37.344Z" }, - { url = "https://files.pythonhosted.org/packages/87/e3/be76d87158ebafa0309946c4a73831974d4d6ab4f4ef40c3b53a385a66fd/mypy-1.18.2-py3-none-any.whl", hash = "sha256:22a1748707dd62b58d2ae53562ffc4d7f8bcc727e8ac7cbc69c053ddc874d47e", size = 2352367, upload-time = "2025-09-19T00:10:15.489Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/c0/77/8f0d0001ffad290cef2f7f216f96c814866248a0b92a722365ed54648e7e/mypy-1.18.2.tar.gz", hash = "sha256:06a398102a5f203d7477b2923dda3634c36727fa5c237d8f859ef90c42a9924b", size = 3448846 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/03/6f/657961a0743cff32e6c0611b63ff1c1970a0b482ace35b069203bf705187/mypy-1.18.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c1eab0cf6294dafe397c261a75f96dc2c31bffe3b944faa24db5def4e2b0f77c", size = 12807973 }, + { url = "https://files.pythonhosted.org/packages/10/e9/420822d4f661f13ca8900f5fa239b40ee3be8b62b32f3357df9a3045a08b/mypy-1.18.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:7a780ca61fc239e4865968ebc5240bb3bf610ef59ac398de9a7421b54e4a207e", size = 11896527 }, + { url = "https://files.pythonhosted.org/packages/aa/73/a05b2bbaa7005f4642fcfe40fb73f2b4fb6bb44229bd585b5878e9a87ef8/mypy-1.18.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:448acd386266989ef11662ce3c8011fd2a7b632e0ec7d61a98edd8e27472225b", size = 12507004 }, + { url = "https://files.pythonhosted.org/packages/4f/01/f6e4b9f0d031c11ccbd6f17da26564f3a0f3c4155af344006434b0a05a9d/mypy-1.18.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f9e171c465ad3901dc652643ee4bffa8e9fef4d7d0eece23b428908c77a76a66", size = 13245947 }, + { url = "https://files.pythonhosted.org/packages/d7/97/19727e7499bfa1ae0773d06afd30ac66a58ed7437d940c70548634b24185/mypy-1.18.2-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:592ec214750bc00741af1f80cbf96b5013d81486b7bb24cb052382c19e40b428", size = 13499217 }, + { url = "https://files.pythonhosted.org/packages/9f/4f/90dc8c15c1441bf31cf0f9918bb077e452618708199e530f4cbd5cede6ff/mypy-1.18.2-cp310-cp310-win_amd64.whl", hash = "sha256:7fb95f97199ea11769ebe3638c29b550b5221e997c63b14ef93d2e971606ebed", size = 9766753 }, + { url = "https://files.pythonhosted.org/packages/88/87/cafd3ae563f88f94eec33f35ff722d043e09832ea8530ef149ec1efbaf08/mypy-1.18.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:807d9315ab9d464125aa9fcf6d84fde6e1dc67da0b6f80e7405506b8ac72bc7f", size = 12731198 }, + { url = "https://files.pythonhosted.org/packages/0f/e0/1e96c3d4266a06d4b0197ace5356d67d937d8358e2ee3ffac71faa843724/mypy-1.18.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:776bb00de1778caf4db739c6e83919c1d85a448f71979b6a0edd774ea8399341", size = 11817879 }, + { url = "https://files.pythonhosted.org/packages/72/ef/0c9ba89eb03453e76bdac5a78b08260a848c7bfc5d6603634774d9cd9525/mypy-1.18.2-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1379451880512ffce14505493bd9fe469e0697543717298242574882cf8cdb8d", size = 12427292 }, + { url = "https://files.pythonhosted.org/packages/1a/52/ec4a061dd599eb8179d5411d99775bec2a20542505988f40fc2fee781068/mypy-1.18.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:1331eb7fd110d60c24999893320967594ff84c38ac6d19e0a76c5fd809a84c86", size = 13163750 }, + { url = "https://files.pythonhosted.org/packages/c4/5f/2cf2ceb3b36372d51568f2208c021870fe7834cf3186b653ac6446511839/mypy-1.18.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:3ca30b50a51e7ba93b00422e486cbb124f1c56a535e20eff7b2d6ab72b3b2e37", size = 13351827 }, + { url = "https://files.pythonhosted.org/packages/c8/7d/2697b930179e7277529eaaec1513f8de622818696857f689e4a5432e5e27/mypy-1.18.2-cp311-cp311-win_amd64.whl", hash = "sha256:664dc726e67fa54e14536f6e1224bcfce1d9e5ac02426d2326e2bb4e081d1ce8", size = 9757983 }, + { url = "https://files.pythonhosted.org/packages/07/06/dfdd2bc60c66611dd8335f463818514733bc763e4760dee289dcc33df709/mypy-1.18.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:33eca32dd124b29400c31d7cf784e795b050ace0e1f91b8dc035672725617e34", size = 12908273 }, + { url = "https://files.pythonhosted.org/packages/81/14/6a9de6d13a122d5608e1a04130724caf9170333ac5a924e10f670687d3eb/mypy-1.18.2-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a3c47adf30d65e89b2dcd2fa32f3aeb5e94ca970d2c15fcb25e297871c8e4764", size = 11920910 }, + { url = "https://files.pythonhosted.org/packages/5f/a9/b29de53e42f18e8cc547e38daa9dfa132ffdc64f7250e353f5c8cdd44bee/mypy-1.18.2-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d6c838e831a062f5f29d11c9057c6009f60cb294fea33a98422688181fe2893", size = 12465585 }, + { url = "https://files.pythonhosted.org/packages/77/ae/6c3d2c7c61ff21f2bee938c917616c92ebf852f015fb55917fd6e2811db2/mypy-1.18.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:01199871b6110a2ce984bde85acd481232d17413868c9807e95c1b0739a58914", size = 13348562 }, + { url = "https://files.pythonhosted.org/packages/4d/31/aec68ab3b4aebdf8f36d191b0685d99faa899ab990753ca0fee60fb99511/mypy-1.18.2-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a2afc0fa0b0e91b4599ddfe0f91e2c26c2b5a5ab263737e998d6817874c5f7c8", size = 13533296 }, + { url = "https://files.pythonhosted.org/packages/9f/83/abcb3ad9478fca3ebeb6a5358bb0b22c95ea42b43b7789c7fb1297ca44f4/mypy-1.18.2-cp312-cp312-win_amd64.whl", hash = "sha256:d8068d0afe682c7c4897c0f7ce84ea77f6de953262b12d07038f4d296d547074", size = 9828828 }, + { url = "https://files.pythonhosted.org/packages/5f/04/7f462e6fbba87a72bc8097b93f6842499c428a6ff0c81dd46948d175afe8/mypy-1.18.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:07b8b0f580ca6d289e69209ec9d3911b4a26e5abfde32228a288eb79df129fcc", size = 12898728 }, + { url = "https://files.pythonhosted.org/packages/99/5b/61ed4efb64f1871b41fd0b82d29a64640f3516078f6c7905b68ab1ad8b13/mypy-1.18.2-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:ed4482847168439651d3feee5833ccedbf6657e964572706a2adb1f7fa4dfe2e", size = 11910758 }, + { url = "https://files.pythonhosted.org/packages/3c/46/d297d4b683cc89a6e4108c4250a6a6b717f5fa96e1a30a7944a6da44da35/mypy-1.18.2-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c3ad2afadd1e9fea5cf99a45a822346971ede8685cc581ed9cd4d42eaf940986", size = 12475342 }, + { url = "https://files.pythonhosted.org/packages/83/45/4798f4d00df13eae3bfdf726c9244bcb495ab5bd588c0eed93a2f2dd67f3/mypy-1.18.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a431a6f1ef14cf8c144c6b14793a23ec4eae3db28277c358136e79d7d062f62d", size = 13338709 }, + { url = "https://files.pythonhosted.org/packages/d7/09/479f7358d9625172521a87a9271ddd2441e1dab16a09708f056e97007207/mypy-1.18.2-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7ab28cc197f1dd77a67e1c6f35cd1f8e8b73ed2217e4fc005f9e6a504e46e7ba", size = 13529806 }, + { url = "https://files.pythonhosted.org/packages/71/cf/ac0f2c7e9d0ea3c75cd99dff7aec1c9df4a1376537cb90e4c882267ee7e9/mypy-1.18.2-cp313-cp313-win_amd64.whl", hash = "sha256:0e2785a84b34a72ba55fb5daf079a1003a34c05b22238da94fcae2bbe46f3544", size = 9833262 }, + { url = "https://files.pythonhosted.org/packages/5a/0c/7d5300883da16f0063ae53996358758b2a2df2a09c72a5061fa79a1f5006/mypy-1.18.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:62f0e1e988ad41c2a110edde6c398383a889d95b36b3e60bcf155f5164c4fdce", size = 12893775 }, + { url = "https://files.pythonhosted.org/packages/50/df/2cffbf25737bdb236f60c973edf62e3e7b4ee1c25b6878629e88e2cde967/mypy-1.18.2-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:8795a039bab805ff0c1dfdb8cd3344642c2b99b8e439d057aba30850b8d3423d", size = 11936852 }, + { url = "https://files.pythonhosted.org/packages/be/50/34059de13dd269227fb4a03be1faee6e2a4b04a2051c82ac0a0b5a773c9a/mypy-1.18.2-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6ca1e64b24a700ab5ce10133f7ccd956a04715463d30498e64ea8715236f9c9c", size = 12480242 }, + { url = "https://files.pythonhosted.org/packages/5b/11/040983fad5132d85914c874a2836252bbc57832065548885b5bb5b0d4359/mypy-1.18.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d924eef3795cc89fecf6bedc6ed32b33ac13e8321344f6ddbf8ee89f706c05cb", size = 13326683 }, + { url = "https://files.pythonhosted.org/packages/e9/ba/89b2901dd77414dd7a8c8729985832a5735053be15b744c18e4586e506ef/mypy-1.18.2-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:20c02215a080e3a2be3aa50506c67242df1c151eaba0dcbc1e4e557922a26075", size = 13514749 }, + { url = "https://files.pythonhosted.org/packages/25/bc/cc98767cffd6b2928ba680f3e5bc969c4152bf7c2d83f92f5a504b92b0eb/mypy-1.18.2-cp314-cp314-win_amd64.whl", hash = "sha256:749b5f83198f1ca64345603118a6f01a4e99ad4bf9d103ddc5a3200cc4614adf", size = 9982959 }, + { url = "https://files.pythonhosted.org/packages/87/e3/be76d87158ebafa0309946c4a73831974d4d6ab4f4ef40c3b53a385a66fd/mypy-1.18.2-py3-none-any.whl", hash = "sha256:22a1748707dd62b58d2ae53562ffc4d7f8bcc727e8ac7cbc69c053ddc874d47e", size = 2352367 }, ] [[package]] name = "mypy-extensions" version = "1.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/a2/6e/371856a3fb9d31ca8dac321cda606860fa4548858c0cc45d9d1d4ca2628b/mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558", size = 6343, upload-time = "2025-04-22T14:54:24.164Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a2/6e/371856a3fb9d31ca8dac321cda606860fa4548858c0cc45d9d1d4ca2628b/mypy_extensions-1.1.0.tar.gz", hash = "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558", size = 6343 } wheels = [ - { url = "https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505", size = 4963, upload-time = "2025-04-22T14:54:22.983Z" }, + { url = "https://files.pythonhosted.org/packages/79/7b/2c79738432f5c924bef5071f933bcc9efd0473bac3b4aa584a6f7c1c8df8/mypy_extensions-1.1.0-py3-none-any.whl", hash = "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505", size = 4963 }, ] [[package]] name = "narwhals" version = "2.10.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/c5/dc/8db74daf8c2690ec696c1d772a33cc01511559ee8a9e92d7ed85a18e3c22/narwhals-2.10.2.tar.gz", hash = "sha256:ff738a08bc993cbb792266bec15346c1d85cc68fdfe82a23283c3713f78bd354", size = 584954, upload-time = "2025-11-04T16:36:42.281Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c5/dc/8db74daf8c2690ec696c1d772a33cc01511559ee8a9e92d7ed85a18e3c22/narwhals-2.10.2.tar.gz", hash = "sha256:ff738a08bc993cbb792266bec15346c1d85cc68fdfe82a23283c3713f78bd354", size = 584954 } wheels = [ - { url = "https://files.pythonhosted.org/packages/47/a9/9e02fa97e421a355fc5e818e9c488080fce04a8e0eebb3ed75a84f041c4a/narwhals-2.10.2-py3-none-any.whl", hash = "sha256:059cd5c6751161b97baedcaf17a514c972af6a70f36a89af17de1a0caf519c43", size = 419573, upload-time = "2025-11-04T16:36:40.574Z" }, + { url = "https://files.pythonhosted.org/packages/47/a9/9e02fa97e421a355fc5e818e9c488080fce04a8e0eebb3ed75a84f041c4a/narwhals-2.10.2-py3-none-any.whl", hash = "sha256:059cd5c6751161b97baedcaf17a514c972af6a70f36a89af17de1a0caf519c43", size = 419573 }, ] [[package]] name = "nodeenv" version = "1.9.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/43/16/fc88b08840de0e0a72a2f9d8c6bae36be573e475a6326ae854bcc549fc45/nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f", size = 47437, upload-time = "2024-06-04T18:44:11.171Z" } +sdist = { url = "https://files.pythonhosted.org/packages/43/16/fc88b08840de0e0a72a2f9d8c6bae36be573e475a6326ae854bcc549fc45/nodeenv-1.9.1.tar.gz", hash = "sha256:6ec12890a2dab7946721edbfbcd91f3319c6ccc9aec47be7c7e6b7011ee6645f", size = 47437 } wheels = [ - { url = "https://files.pythonhosted.org/packages/d2/1d/1b658dbd2b9fa9c4c9f32accbfc0205d532c8c6194dc0f2a4c0428e7128a/nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9", size = 22314, upload-time = "2024-06-04T18:44:08.352Z" }, + { url = "https://files.pythonhosted.org/packages/d2/1d/1b658dbd2b9fa9c4c9f32accbfc0205d532c8c6194dc0f2a4c0428e7128a/nodeenv-1.9.1-py2.py3-none-any.whl", hash = "sha256:ba11c9782d29c27c70ffbdda2d7415098754709be8a7056d79a737cd901155c9", size = 22314 }, ] [[package]] @@ -3399,62 +3395,62 @@ resolution-markers = [ "python_full_version < '3.11' and sys_platform == 'linux'", "python_full_version < '3.11' and sys_platform == 'win32'", ] -sdist = { url = "https://files.pythonhosted.org/packages/76/21/7d2a95e4bba9dc13d043ee156a356c0a8f0c6309dff6b21b4d71a073b8a8/numpy-2.2.6.tar.gz", hash = "sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd", size = 20276440, upload-time = "2025-05-17T22:38:04.611Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/9a/3e/ed6db5be21ce87955c0cbd3009f2803f59fa08df21b5df06862e2d8e2bdd/numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb", size = 21165245, upload-time = "2025-05-17T21:27:58.555Z" }, - { url = "https://files.pythonhosted.org/packages/22/c2/4b9221495b2a132cc9d2eb862e21d42a009f5a60e45fc44b00118c174bff/numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90", size = 14360048, upload-time = "2025-05-17T21:28:21.406Z" }, - { url = "https://files.pythonhosted.org/packages/fd/77/dc2fcfc66943c6410e2bf598062f5959372735ffda175b39906d54f02349/numpy-2.2.6-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163", size = 5340542, upload-time = "2025-05-17T21:28:30.931Z" }, - { url = "https://files.pythonhosted.org/packages/7a/4f/1cb5fdc353a5f5cc7feb692db9b8ec2c3d6405453f982435efc52561df58/numpy-2.2.6-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:5a6429d4be8ca66d889b7cf70f536a397dc45ba6faeb5f8c5427935d9592e9cf", size = 6878301, upload-time = "2025-05-17T21:28:41.613Z" }, - { url = "https://files.pythonhosted.org/packages/eb/17/96a3acd228cec142fcb8723bd3cc39c2a474f7dcf0a5d16731980bcafa95/numpy-2.2.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:efd28d4e9cd7d7a8d39074a4d44c63eda73401580c5c76acda2ce969e0a38e83", size = 14297320, upload-time = "2025-05-17T21:29:02.78Z" }, - { url = "https://files.pythonhosted.org/packages/b4/63/3de6a34ad7ad6646ac7d2f55ebc6ad439dbbf9c4370017c50cf403fb19b5/numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc7b73d02efb0e18c000e9ad8b83480dfcd5dfd11065997ed4c6747470ae8915", size = 16801050, upload-time = "2025-05-17T21:29:27.675Z" }, - { url = "https://files.pythonhosted.org/packages/07/b6/89d837eddef52b3d0cec5c6ba0456c1bf1b9ef6a6672fc2b7873c3ec4e2e/numpy-2.2.6-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:74d4531beb257d2c3f4b261bfb0fc09e0f9ebb8842d82a7b4209415896adc680", size = 15807034, upload-time = "2025-05-17T21:29:51.102Z" }, - { url = "https://files.pythonhosted.org/packages/01/c8/dc6ae86e3c61cfec1f178e5c9f7858584049b6093f843bca541f94120920/numpy-2.2.6-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8fc377d995680230e83241d8a96def29f204b5782f371c532579b4f20607a289", size = 18614185, upload-time = "2025-05-17T21:30:18.703Z" }, - { url = "https://files.pythonhosted.org/packages/5b/c5/0064b1b7e7c89137b471ccec1fd2282fceaae0ab3a9550f2568782d80357/numpy-2.2.6-cp310-cp310-win32.whl", hash = "sha256:b093dd74e50a8cba3e873868d9e93a85b78e0daf2e98c6797566ad8044e8363d", size = 6527149, upload-time = "2025-05-17T21:30:29.788Z" }, - { url = "https://files.pythonhosted.org/packages/a3/dd/4b822569d6b96c39d1215dbae0582fd99954dcbcf0c1a13c61783feaca3f/numpy-2.2.6-cp310-cp310-win_amd64.whl", hash = "sha256:f0fd6321b839904e15c46e0d257fdd101dd7f530fe03fd6359c1ea63738703f3", size = 12904620, upload-time = "2025-05-17T21:30:48.994Z" }, - { url = "https://files.pythonhosted.org/packages/da/a8/4f83e2aa666a9fbf56d6118faaaf5f1974d456b1823fda0a176eff722839/numpy-2.2.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f9f1adb22318e121c5c69a09142811a201ef17ab257a1e66ca3025065b7f53ae", size = 21176963, upload-time = "2025-05-17T21:31:19.36Z" }, - { url = "https://files.pythonhosted.org/packages/b3/2b/64e1affc7972decb74c9e29e5649fac940514910960ba25cd9af4488b66c/numpy-2.2.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c820a93b0255bc360f53eca31a0e676fd1101f673dda8da93454a12e23fc5f7a", size = 14406743, upload-time = "2025-05-17T21:31:41.087Z" }, - { url = "https://files.pythonhosted.org/packages/4a/9f/0121e375000b5e50ffdd8b25bf78d8e1a5aa4cca3f185d41265198c7b834/numpy-2.2.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42", size = 5352616, upload-time = "2025-05-17T21:31:50.072Z" }, - { url = "https://files.pythonhosted.org/packages/31/0d/b48c405c91693635fbe2dcd7bc84a33a602add5f63286e024d3b6741411c/numpy-2.2.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491", size = 6889579, upload-time = "2025-05-17T21:32:01.712Z" }, - { url = "https://files.pythonhosted.org/packages/52/b8/7f0554d49b565d0171eab6e99001846882000883998e7b7d9f0d98b1f934/numpy-2.2.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b64d8d4d17135e00c8e346e0a738deb17e754230d7e0810ac5012750bbd85a5a", size = 14312005, upload-time = "2025-05-17T21:32:23.332Z" }, - { url = "https://files.pythonhosted.org/packages/b3/dd/2238b898e51bd6d389b7389ffb20d7f4c10066d80351187ec8e303a5a475/numpy-2.2.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba10f8411898fc418a521833e014a77d3ca01c15b0c6cdcce6a0d2897e6dbbdf", size = 16821570, upload-time = "2025-05-17T21:32:47.991Z" }, - { url = "https://files.pythonhosted.org/packages/83/6c/44d0325722cf644f191042bf47eedad61c1e6df2432ed65cbe28509d404e/numpy-2.2.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bd48227a919f1bafbdda0583705e547892342c26fb127219d60a5c36882609d1", size = 15818548, upload-time = "2025-05-17T21:33:11.728Z" }, - { url = "https://files.pythonhosted.org/packages/ae/9d/81e8216030ce66be25279098789b665d49ff19eef08bfa8cb96d4957f422/numpy-2.2.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9551a499bf125c1d4f9e250377c1ee2eddd02e01eac6644c080162c0c51778ab", size = 18620521, upload-time = "2025-05-17T21:33:39.139Z" }, - { url = "https://files.pythonhosted.org/packages/6a/fd/e19617b9530b031db51b0926eed5345ce8ddc669bb3bc0044b23e275ebe8/numpy-2.2.6-cp311-cp311-win32.whl", hash = "sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47", size = 6525866, upload-time = "2025-05-17T21:33:50.273Z" }, - { url = "https://files.pythonhosted.org/packages/31/0a/f354fb7176b81747d870f7991dc763e157a934c717b67b58456bc63da3df/numpy-2.2.6-cp311-cp311-win_amd64.whl", hash = "sha256:e8213002e427c69c45a52bbd94163084025f533a55a59d6f9c5b820774ef3303", size = 12907455, upload-time = "2025-05-17T21:34:09.135Z" }, - { url = "https://files.pythonhosted.org/packages/82/5d/c00588b6cf18e1da539b45d3598d3557084990dcc4331960c15ee776ee41/numpy-2.2.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff", size = 20875348, upload-time = "2025-05-17T21:34:39.648Z" }, - { url = "https://files.pythonhosted.org/packages/66/ee/560deadcdde6c2f90200450d5938f63a34b37e27ebff162810f716f6a230/numpy-2.2.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c", size = 14119362, upload-time = "2025-05-17T21:35:01.241Z" }, - { url = "https://files.pythonhosted.org/packages/3c/65/4baa99f1c53b30adf0acd9a5519078871ddde8d2339dc5a7fde80d9d87da/numpy-2.2.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3", size = 5084103, upload-time = "2025-05-17T21:35:10.622Z" }, - { url = "https://files.pythonhosted.org/packages/cc/89/e5a34c071a0570cc40c9a54eb472d113eea6d002e9ae12bb3a8407fb912e/numpy-2.2.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282", size = 6625382, upload-time = "2025-05-17T21:35:21.414Z" }, - { url = "https://files.pythonhosted.org/packages/f8/35/8c80729f1ff76b3921d5c9487c7ac3de9b2a103b1cd05e905b3090513510/numpy-2.2.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87", size = 14018462, upload-time = "2025-05-17T21:35:42.174Z" }, - { url = "https://files.pythonhosted.org/packages/8c/3d/1e1db36cfd41f895d266b103df00ca5b3cbe965184df824dec5c08c6b803/numpy-2.2.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249", size = 16527618, upload-time = "2025-05-17T21:36:06.711Z" }, - { url = "https://files.pythonhosted.org/packages/61/c6/03ed30992602c85aa3cd95b9070a514f8b3c33e31124694438d88809ae36/numpy-2.2.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49", size = 15505511, upload-time = "2025-05-17T21:36:29.965Z" }, - { url = "https://files.pythonhosted.org/packages/b7/25/5761d832a81df431e260719ec45de696414266613c9ee268394dd5ad8236/numpy-2.2.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de", size = 18313783, upload-time = "2025-05-17T21:36:56.883Z" }, - { url = "https://files.pythonhosted.org/packages/57/0a/72d5a3527c5ebffcd47bde9162c39fae1f90138c961e5296491ce778e682/numpy-2.2.6-cp312-cp312-win32.whl", hash = "sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4", size = 6246506, upload-time = "2025-05-17T21:37:07.368Z" }, - { url = "https://files.pythonhosted.org/packages/36/fa/8c9210162ca1b88529ab76b41ba02d433fd54fecaf6feb70ef9f124683f1/numpy-2.2.6-cp312-cp312-win_amd64.whl", hash = "sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2", size = 12614190, upload-time = "2025-05-17T21:37:26.213Z" }, - { url = "https://files.pythonhosted.org/packages/f9/5c/6657823f4f594f72b5471f1db1ab12e26e890bb2e41897522d134d2a3e81/numpy-2.2.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84", size = 20867828, upload-time = "2025-05-17T21:37:56.699Z" }, - { url = "https://files.pythonhosted.org/packages/dc/9e/14520dc3dadf3c803473bd07e9b2bd1b69bc583cb2497b47000fed2fa92f/numpy-2.2.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b", size = 14143006, upload-time = "2025-05-17T21:38:18.291Z" }, - { url = "https://files.pythonhosted.org/packages/4f/06/7e96c57d90bebdce9918412087fc22ca9851cceaf5567a45c1f404480e9e/numpy-2.2.6-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d", size = 5076765, upload-time = "2025-05-17T21:38:27.319Z" }, - { url = "https://files.pythonhosted.org/packages/73/ed/63d920c23b4289fdac96ddbdd6132e9427790977d5457cd132f18e76eae0/numpy-2.2.6-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566", size = 6617736, upload-time = "2025-05-17T21:38:38.141Z" }, - { url = "https://files.pythonhosted.org/packages/85/c5/e19c8f99d83fd377ec8c7e0cf627a8049746da54afc24ef0a0cb73d5dfb5/numpy-2.2.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f", size = 14010719, upload-time = "2025-05-17T21:38:58.433Z" }, - { url = "https://files.pythonhosted.org/packages/19/49/4df9123aafa7b539317bf6d342cb6d227e49f7a35b99c287a6109b13dd93/numpy-2.2.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f", size = 16526072, upload-time = "2025-05-17T21:39:22.638Z" }, - { url = "https://files.pythonhosted.org/packages/b2/6c/04b5f47f4f32f7c2b0e7260442a8cbcf8168b0e1a41ff1495da42f42a14f/numpy-2.2.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868", size = 15503213, upload-time = "2025-05-17T21:39:45.865Z" }, - { url = "https://files.pythonhosted.org/packages/17/0a/5cd92e352c1307640d5b6fec1b2ffb06cd0dabe7d7b8227f97933d378422/numpy-2.2.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d", size = 18316632, upload-time = "2025-05-17T21:40:13.331Z" }, - { url = "https://files.pythonhosted.org/packages/f0/3b/5cba2b1d88760ef86596ad0f3d484b1cbff7c115ae2429678465057c5155/numpy-2.2.6-cp313-cp313-win32.whl", hash = "sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd", size = 6244532, upload-time = "2025-05-17T21:43:46.099Z" }, - { url = "https://files.pythonhosted.org/packages/cb/3b/d58c12eafcb298d4e6d0d40216866ab15f59e55d148a5658bb3132311fcf/numpy-2.2.6-cp313-cp313-win_amd64.whl", hash = "sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c", size = 12610885, upload-time = "2025-05-17T21:44:05.145Z" }, - { url = "https://files.pythonhosted.org/packages/6b/9e/4bf918b818e516322db999ac25d00c75788ddfd2d2ade4fa66f1f38097e1/numpy-2.2.6-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6", size = 20963467, upload-time = "2025-05-17T21:40:44Z" }, - { url = "https://files.pythonhosted.org/packages/61/66/d2de6b291507517ff2e438e13ff7b1e2cdbdb7cb40b3ed475377aece69f9/numpy-2.2.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda", size = 14225144, upload-time = "2025-05-17T21:41:05.695Z" }, - { url = "https://files.pythonhosted.org/packages/e4/25/480387655407ead912e28ba3a820bc69af9adf13bcbe40b299d454ec011f/numpy-2.2.6-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40", size = 5200217, upload-time = "2025-05-17T21:41:15.903Z" }, - { url = "https://files.pythonhosted.org/packages/aa/4a/6e313b5108f53dcbf3aca0c0f3e9c92f4c10ce57a0a721851f9785872895/numpy-2.2.6-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8", size = 6712014, upload-time = "2025-05-17T21:41:27.321Z" }, - { url = "https://files.pythonhosted.org/packages/b7/30/172c2d5c4be71fdf476e9de553443cf8e25feddbe185e0bd88b096915bcc/numpy-2.2.6-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f", size = 14077935, upload-time = "2025-05-17T21:41:49.738Z" }, - { url = "https://files.pythonhosted.org/packages/12/fb/9e743f8d4e4d3c710902cf87af3512082ae3d43b945d5d16563f26ec251d/numpy-2.2.6-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa", size = 16600122, upload-time = "2025-05-17T21:42:14.046Z" }, - { url = "https://files.pythonhosted.org/packages/12/75/ee20da0e58d3a66f204f38916757e01e33a9737d0b22373b3eb5a27358f9/numpy-2.2.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571", size = 15586143, upload-time = "2025-05-17T21:42:37.464Z" }, - { url = "https://files.pythonhosted.org/packages/76/95/bef5b37f29fc5e739947e9ce5179ad402875633308504a52d188302319c8/numpy-2.2.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1", size = 18385260, upload-time = "2025-05-17T21:43:05.189Z" }, - { url = "https://files.pythonhosted.org/packages/09/04/f2f83279d287407cf36a7a8053a5abe7be3622a4363337338f2585e4afda/numpy-2.2.6-cp313-cp313t-win32.whl", hash = "sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff", size = 6377225, upload-time = "2025-05-17T21:43:16.254Z" }, - { url = "https://files.pythonhosted.org/packages/67/0e/35082d13c09c02c011cf21570543d202ad929d961c02a147493cb0c2bdf5/numpy-2.2.6-cp313-cp313t-win_amd64.whl", hash = "sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06", size = 12771374, upload-time = "2025-05-17T21:43:35.479Z" }, - { url = "https://files.pythonhosted.org/packages/9e/3b/d94a75f4dbf1ef5d321523ecac21ef23a3cd2ac8b78ae2aac40873590229/numpy-2.2.6-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d", size = 21040391, upload-time = "2025-05-17T21:44:35.948Z" }, - { url = "https://files.pythonhosted.org/packages/17/f4/09b2fa1b58f0fb4f7c7963a1649c64c4d315752240377ed74d9cd878f7b5/numpy-2.2.6-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:7befc596a7dc9da8a337f79802ee8adb30a552a94f792b9c9d18c840055907db", size = 6786754, upload-time = "2025-05-17T21:44:47.446Z" }, - { url = "https://files.pythonhosted.org/packages/af/30/feba75f143bdc868a1cc3f44ccfa6c4b9ec522b36458e738cd00f67b573f/numpy-2.2.6-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce47521a4754c8f4593837384bd3424880629f718d87c5d44f8ed763edd63543", size = 16643476, upload-time = "2025-05-17T21:45:11.871Z" }, - { url = "https://files.pythonhosted.org/packages/37/48/ac2a9584402fb6c0cd5b5d1a91dcf176b15760130dd386bbafdbfe3640bf/numpy-2.2.6-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:d042d24c90c41b54fd506da306759e06e568864df8ec17ccc17e9e884634fd00", size = 12812666, upload-time = "2025-05-17T21:45:31.426Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/76/21/7d2a95e4bba9dc13d043ee156a356c0a8f0c6309dff6b21b4d71a073b8a8/numpy-2.2.6.tar.gz", hash = "sha256:e29554e2bef54a90aa5cc07da6ce955accb83f21ab5de01a62c8478897b264fd", size = 20276440 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9a/3e/ed6db5be21ce87955c0cbd3009f2803f59fa08df21b5df06862e2d8e2bdd/numpy-2.2.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b412caa66f72040e6d268491a59f2c43bf03eb6c96dd8f0307829feb7fa2b6fb", size = 21165245 }, + { url = "https://files.pythonhosted.org/packages/22/c2/4b9221495b2a132cc9d2eb862e21d42a009f5a60e45fc44b00118c174bff/numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8e41fd67c52b86603a91c1a505ebaef50b3314de0213461c7a6e99c9a3beff90", size = 14360048 }, + { url = "https://files.pythonhosted.org/packages/fd/77/dc2fcfc66943c6410e2bf598062f5959372735ffda175b39906d54f02349/numpy-2.2.6-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:37e990a01ae6ec7fe7fa1c26c55ecb672dd98b19c3d0e1d1f326fa13cb38d163", size = 5340542 }, + { url = "https://files.pythonhosted.org/packages/7a/4f/1cb5fdc353a5f5cc7feb692db9b8ec2c3d6405453f982435efc52561df58/numpy-2.2.6-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:5a6429d4be8ca66d889b7cf70f536a397dc45ba6faeb5f8c5427935d9592e9cf", size = 6878301 }, + { url = "https://files.pythonhosted.org/packages/eb/17/96a3acd228cec142fcb8723bd3cc39c2a474f7dcf0a5d16731980bcafa95/numpy-2.2.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:efd28d4e9cd7d7a8d39074a4d44c63eda73401580c5c76acda2ce969e0a38e83", size = 14297320 }, + { url = "https://files.pythonhosted.org/packages/b4/63/3de6a34ad7ad6646ac7d2f55ebc6ad439dbbf9c4370017c50cf403fb19b5/numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc7b73d02efb0e18c000e9ad8b83480dfcd5dfd11065997ed4c6747470ae8915", size = 16801050 }, + { url = "https://files.pythonhosted.org/packages/07/b6/89d837eddef52b3d0cec5c6ba0456c1bf1b9ef6a6672fc2b7873c3ec4e2e/numpy-2.2.6-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:74d4531beb257d2c3f4b261bfb0fc09e0f9ebb8842d82a7b4209415896adc680", size = 15807034 }, + { url = "https://files.pythonhosted.org/packages/01/c8/dc6ae86e3c61cfec1f178e5c9f7858584049b6093f843bca541f94120920/numpy-2.2.6-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8fc377d995680230e83241d8a96def29f204b5782f371c532579b4f20607a289", size = 18614185 }, + { url = "https://files.pythonhosted.org/packages/5b/c5/0064b1b7e7c89137b471ccec1fd2282fceaae0ab3a9550f2568782d80357/numpy-2.2.6-cp310-cp310-win32.whl", hash = "sha256:b093dd74e50a8cba3e873868d9e93a85b78e0daf2e98c6797566ad8044e8363d", size = 6527149 }, + { url = "https://files.pythonhosted.org/packages/a3/dd/4b822569d6b96c39d1215dbae0582fd99954dcbcf0c1a13c61783feaca3f/numpy-2.2.6-cp310-cp310-win_amd64.whl", hash = "sha256:f0fd6321b839904e15c46e0d257fdd101dd7f530fe03fd6359c1ea63738703f3", size = 12904620 }, + { url = "https://files.pythonhosted.org/packages/da/a8/4f83e2aa666a9fbf56d6118faaaf5f1974d456b1823fda0a176eff722839/numpy-2.2.6-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f9f1adb22318e121c5c69a09142811a201ef17ab257a1e66ca3025065b7f53ae", size = 21176963 }, + { url = "https://files.pythonhosted.org/packages/b3/2b/64e1affc7972decb74c9e29e5649fac940514910960ba25cd9af4488b66c/numpy-2.2.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c820a93b0255bc360f53eca31a0e676fd1101f673dda8da93454a12e23fc5f7a", size = 14406743 }, + { url = "https://files.pythonhosted.org/packages/4a/9f/0121e375000b5e50ffdd8b25bf78d8e1a5aa4cca3f185d41265198c7b834/numpy-2.2.6-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3d70692235e759f260c3d837193090014aebdf026dfd167834bcba43e30c2a42", size = 5352616 }, + { url = "https://files.pythonhosted.org/packages/31/0d/b48c405c91693635fbe2dcd7bc84a33a602add5f63286e024d3b6741411c/numpy-2.2.6-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:481b49095335f8eed42e39e8041327c05b0f6f4780488f61286ed3c01368d491", size = 6889579 }, + { url = "https://files.pythonhosted.org/packages/52/b8/7f0554d49b565d0171eab6e99001846882000883998e7b7d9f0d98b1f934/numpy-2.2.6-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b64d8d4d17135e00c8e346e0a738deb17e754230d7e0810ac5012750bbd85a5a", size = 14312005 }, + { url = "https://files.pythonhosted.org/packages/b3/dd/2238b898e51bd6d389b7389ffb20d7f4c10066d80351187ec8e303a5a475/numpy-2.2.6-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba10f8411898fc418a521833e014a77d3ca01c15b0c6cdcce6a0d2897e6dbbdf", size = 16821570 }, + { url = "https://files.pythonhosted.org/packages/83/6c/44d0325722cf644f191042bf47eedad61c1e6df2432ed65cbe28509d404e/numpy-2.2.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:bd48227a919f1bafbdda0583705e547892342c26fb127219d60a5c36882609d1", size = 15818548 }, + { url = "https://files.pythonhosted.org/packages/ae/9d/81e8216030ce66be25279098789b665d49ff19eef08bfa8cb96d4957f422/numpy-2.2.6-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9551a499bf125c1d4f9e250377c1ee2eddd02e01eac6644c080162c0c51778ab", size = 18620521 }, + { url = "https://files.pythonhosted.org/packages/6a/fd/e19617b9530b031db51b0926eed5345ce8ddc669bb3bc0044b23e275ebe8/numpy-2.2.6-cp311-cp311-win32.whl", hash = "sha256:0678000bb9ac1475cd454c6b8c799206af8107e310843532b04d49649c717a47", size = 6525866 }, + { url = "https://files.pythonhosted.org/packages/31/0a/f354fb7176b81747d870f7991dc763e157a934c717b67b58456bc63da3df/numpy-2.2.6-cp311-cp311-win_amd64.whl", hash = "sha256:e8213002e427c69c45a52bbd94163084025f533a55a59d6f9c5b820774ef3303", size = 12907455 }, + { url = "https://files.pythonhosted.org/packages/82/5d/c00588b6cf18e1da539b45d3598d3557084990dcc4331960c15ee776ee41/numpy-2.2.6-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:41c5a21f4a04fa86436124d388f6ed60a9343a6f767fced1a8a71c3fbca038ff", size = 20875348 }, + { url = "https://files.pythonhosted.org/packages/66/ee/560deadcdde6c2f90200450d5938f63a34b37e27ebff162810f716f6a230/numpy-2.2.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:de749064336d37e340f640b05f24e9e3dd678c57318c7289d222a8a2f543e90c", size = 14119362 }, + { url = "https://files.pythonhosted.org/packages/3c/65/4baa99f1c53b30adf0acd9a5519078871ddde8d2339dc5a7fde80d9d87da/numpy-2.2.6-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:894b3a42502226a1cac872f840030665f33326fc3dac8e57c607905773cdcde3", size = 5084103 }, + { url = "https://files.pythonhosted.org/packages/cc/89/e5a34c071a0570cc40c9a54eb472d113eea6d002e9ae12bb3a8407fb912e/numpy-2.2.6-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:71594f7c51a18e728451bb50cc60a3ce4e6538822731b2933209a1f3614e9282", size = 6625382 }, + { url = "https://files.pythonhosted.org/packages/f8/35/8c80729f1ff76b3921d5c9487c7ac3de9b2a103b1cd05e905b3090513510/numpy-2.2.6-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f2618db89be1b4e05f7a1a847a9c1c0abd63e63a1607d892dd54668dd92faf87", size = 14018462 }, + { url = "https://files.pythonhosted.org/packages/8c/3d/1e1db36cfd41f895d266b103df00ca5b3cbe965184df824dec5c08c6b803/numpy-2.2.6-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd83c01228a688733f1ded5201c678f0c53ecc1006ffbc404db9f7a899ac6249", size = 16527618 }, + { url = "https://files.pythonhosted.org/packages/61/c6/03ed30992602c85aa3cd95b9070a514f8b3c33e31124694438d88809ae36/numpy-2.2.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:37c0ca431f82cd5fa716eca9506aefcabc247fb27ba69c5062a6d3ade8cf8f49", size = 15505511 }, + { url = "https://files.pythonhosted.org/packages/b7/25/5761d832a81df431e260719ec45de696414266613c9ee268394dd5ad8236/numpy-2.2.6-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:fe27749d33bb772c80dcd84ae7e8df2adc920ae8297400dabec45f0dedb3f6de", size = 18313783 }, + { url = "https://files.pythonhosted.org/packages/57/0a/72d5a3527c5ebffcd47bde9162c39fae1f90138c961e5296491ce778e682/numpy-2.2.6-cp312-cp312-win32.whl", hash = "sha256:4eeaae00d789f66c7a25ac5f34b71a7035bb474e679f410e5e1a94deb24cf2d4", size = 6246506 }, + { url = "https://files.pythonhosted.org/packages/36/fa/8c9210162ca1b88529ab76b41ba02d433fd54fecaf6feb70ef9f124683f1/numpy-2.2.6-cp312-cp312-win_amd64.whl", hash = "sha256:c1f9540be57940698ed329904db803cf7a402f3fc200bfe599334c9bd84a40b2", size = 12614190 }, + { url = "https://files.pythonhosted.org/packages/f9/5c/6657823f4f594f72b5471f1db1ab12e26e890bb2e41897522d134d2a3e81/numpy-2.2.6-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0811bb762109d9708cca4d0b13c4f67146e3c3b7cf8d34018c722adb2d957c84", size = 20867828 }, + { url = "https://files.pythonhosted.org/packages/dc/9e/14520dc3dadf3c803473bd07e9b2bd1b69bc583cb2497b47000fed2fa92f/numpy-2.2.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:287cc3162b6f01463ccd86be154f284d0893d2b3ed7292439ea97eafa8170e0b", size = 14143006 }, + { url = "https://files.pythonhosted.org/packages/4f/06/7e96c57d90bebdce9918412087fc22ca9851cceaf5567a45c1f404480e9e/numpy-2.2.6-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:f1372f041402e37e5e633e586f62aa53de2eac8d98cbfb822806ce4bbefcb74d", size = 5076765 }, + { url = "https://files.pythonhosted.org/packages/73/ed/63d920c23b4289fdac96ddbdd6132e9427790977d5457cd132f18e76eae0/numpy-2.2.6-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:55a4d33fa519660d69614a9fad433be87e5252f4b03850642f88993f7b2ca566", size = 6617736 }, + { url = "https://files.pythonhosted.org/packages/85/c5/e19c8f99d83fd377ec8c7e0cf627a8049746da54afc24ef0a0cb73d5dfb5/numpy-2.2.6-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f92729c95468a2f4f15e9bb94c432a9229d0d50de67304399627a943201baa2f", size = 14010719 }, + { url = "https://files.pythonhosted.org/packages/19/49/4df9123aafa7b539317bf6d342cb6d227e49f7a35b99c287a6109b13dd93/numpy-2.2.6-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1bc23a79bfabc5d056d106f9befb8d50c31ced2fbc70eedb8155aec74a45798f", size = 16526072 }, + { url = "https://files.pythonhosted.org/packages/b2/6c/04b5f47f4f32f7c2b0e7260442a8cbcf8168b0e1a41ff1495da42f42a14f/numpy-2.2.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:e3143e4451880bed956e706a3220b4e5cf6172ef05fcc397f6f36a550b1dd868", size = 15503213 }, + { url = "https://files.pythonhosted.org/packages/17/0a/5cd92e352c1307640d5b6fec1b2ffb06cd0dabe7d7b8227f97933d378422/numpy-2.2.6-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:b4f13750ce79751586ae2eb824ba7e1e8dba64784086c98cdbbcc6a42112ce0d", size = 18316632 }, + { url = "https://files.pythonhosted.org/packages/f0/3b/5cba2b1d88760ef86596ad0f3d484b1cbff7c115ae2429678465057c5155/numpy-2.2.6-cp313-cp313-win32.whl", hash = "sha256:5beb72339d9d4fa36522fc63802f469b13cdbe4fdab4a288f0c441b74272ebfd", size = 6244532 }, + { url = "https://files.pythonhosted.org/packages/cb/3b/d58c12eafcb298d4e6d0d40216866ab15f59e55d148a5658bb3132311fcf/numpy-2.2.6-cp313-cp313-win_amd64.whl", hash = "sha256:b0544343a702fa80c95ad5d3d608ea3599dd54d4632df855e4c8d24eb6ecfa1c", size = 12610885 }, + { url = "https://files.pythonhosted.org/packages/6b/9e/4bf918b818e516322db999ac25d00c75788ddfd2d2ade4fa66f1f38097e1/numpy-2.2.6-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:0bca768cd85ae743b2affdc762d617eddf3bcf8724435498a1e80132d04879e6", size = 20963467 }, + { url = "https://files.pythonhosted.org/packages/61/66/d2de6b291507517ff2e438e13ff7b1e2cdbdb7cb40b3ed475377aece69f9/numpy-2.2.6-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:fc0c5673685c508a142ca65209b4e79ed6740a4ed6b2267dbba90f34b0b3cfda", size = 14225144 }, + { url = "https://files.pythonhosted.org/packages/e4/25/480387655407ead912e28ba3a820bc69af9adf13bcbe40b299d454ec011f/numpy-2.2.6-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:5bd4fc3ac8926b3819797a7c0e2631eb889b4118a9898c84f585a54d475b7e40", size = 5200217 }, + { url = "https://files.pythonhosted.org/packages/aa/4a/6e313b5108f53dcbf3aca0c0f3e9c92f4c10ce57a0a721851f9785872895/numpy-2.2.6-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:fee4236c876c4e8369388054d02d0e9bb84821feb1a64dd59e137e6511a551f8", size = 6712014 }, + { url = "https://files.pythonhosted.org/packages/b7/30/172c2d5c4be71fdf476e9de553443cf8e25feddbe185e0bd88b096915bcc/numpy-2.2.6-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e1dda9c7e08dc141e0247a5b8f49cf05984955246a327d4c48bda16821947b2f", size = 14077935 }, + { url = "https://files.pythonhosted.org/packages/12/fb/9e743f8d4e4d3c710902cf87af3512082ae3d43b945d5d16563f26ec251d/numpy-2.2.6-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f447e6acb680fd307f40d3da4852208af94afdfab89cf850986c3ca00562f4fa", size = 16600122 }, + { url = "https://files.pythonhosted.org/packages/12/75/ee20da0e58d3a66f204f38916757e01e33a9737d0b22373b3eb5a27358f9/numpy-2.2.6-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:389d771b1623ec92636b0786bc4ae56abafad4a4c513d36a55dce14bd9ce8571", size = 15586143 }, + { url = "https://files.pythonhosted.org/packages/76/95/bef5b37f29fc5e739947e9ce5179ad402875633308504a52d188302319c8/numpy-2.2.6-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:8e9ace4a37db23421249ed236fdcdd457d671e25146786dfc96835cd951aa7c1", size = 18385260 }, + { url = "https://files.pythonhosted.org/packages/09/04/f2f83279d287407cf36a7a8053a5abe7be3622a4363337338f2585e4afda/numpy-2.2.6-cp313-cp313t-win32.whl", hash = "sha256:038613e9fb8c72b0a41f025a7e4c3f0b7a1b5d768ece4796b674c8f3fe13efff", size = 6377225 }, + { url = "https://files.pythonhosted.org/packages/67/0e/35082d13c09c02c011cf21570543d202ad929d961c02a147493cb0c2bdf5/numpy-2.2.6-cp313-cp313t-win_amd64.whl", hash = "sha256:6031dd6dfecc0cf9f668681a37648373bddd6421fff6c66ec1624eed0180ee06", size = 12771374 }, + { url = "https://files.pythonhosted.org/packages/9e/3b/d94a75f4dbf1ef5d321523ecac21ef23a3cd2ac8b78ae2aac40873590229/numpy-2.2.6-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0b605b275d7bd0c640cad4e5d30fa701a8d59302e127e5f79138ad62762c3e3d", size = 21040391 }, + { url = "https://files.pythonhosted.org/packages/17/f4/09b2fa1b58f0fb4f7c7963a1649c64c4d315752240377ed74d9cd878f7b5/numpy-2.2.6-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:7befc596a7dc9da8a337f79802ee8adb30a552a94f792b9c9d18c840055907db", size = 6786754 }, + { url = "https://files.pythonhosted.org/packages/af/30/feba75f143bdc868a1cc3f44ccfa6c4b9ec522b36458e738cd00f67b573f/numpy-2.2.6-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce47521a4754c8f4593837384bd3424880629f718d87c5d44f8ed763edd63543", size = 16643476 }, + { url = "https://files.pythonhosted.org/packages/37/48/ac2a9584402fb6c0cd5b5d1a91dcf176b15760130dd386bbafdbfe3640bf/numpy-2.2.6-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:d042d24c90c41b54fd506da306759e06e568864df8ec17ccc17e9e884634fd00", size = 12812666 }, ] [[package]] @@ -3478,90 +3474,90 @@ resolution-markers = [ "python_full_version == '3.12.*' and sys_platform == 'win32'", "python_full_version == '3.11.*' and sys_platform == 'win32'", ] -sdist = { url = "https://files.pythonhosted.org/packages/b5/f4/098d2270d52b41f1bd7db9fc288aaa0400cb48c2a3e2af6fa365d9720947/numpy-2.3.4.tar.gz", hash = "sha256:a7d018bfedb375a8d979ac758b120ba846a7fe764911a64465fd87b8729f4a6a", size = 20582187, upload-time = "2025-10-15T16:18:11.77Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/60/e7/0e07379944aa8afb49a556a2b54587b828eb41dc9adc56fb7615b678ca53/numpy-2.3.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e78aecd2800b32e8347ce49316d3eaf04aed849cd5b38e0af39f829a4e59f5eb", size = 21259519, upload-time = "2025-10-15T16:15:19.012Z" }, - { url = "https://files.pythonhosted.org/packages/d0/cb/5a69293561e8819b09e34ed9e873b9a82b5f2ade23dce4c51dc507f6cfe1/numpy-2.3.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7fd09cc5d65bda1e79432859c40978010622112e9194e581e3415a3eccc7f43f", size = 14452796, upload-time = "2025-10-15T16:15:23.094Z" }, - { url = "https://files.pythonhosted.org/packages/e4/04/ff11611200acd602a1e5129e36cfd25bf01ad8e5cf927baf2e90236eb02e/numpy-2.3.4-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:1b219560ae2c1de48ead517d085bc2d05b9433f8e49d0955c82e8cd37bd7bf36", size = 5381639, upload-time = "2025-10-15T16:15:25.572Z" }, - { url = "https://files.pythonhosted.org/packages/ea/77/e95c757a6fe7a48d28a009267408e8aa382630cc1ad1db7451b3bc21dbb4/numpy-2.3.4-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:bafa7d87d4c99752d07815ed7a2c0964f8ab311eb8168f41b910bd01d15b6032", size = 6914296, upload-time = "2025-10-15T16:15:27.079Z" }, - { url = "https://files.pythonhosted.org/packages/a3/d2/137c7b6841c942124eae921279e5c41b1c34bab0e6fc60c7348e69afd165/numpy-2.3.4-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:36dc13af226aeab72b7abad501d370d606326a0029b9f435eacb3b8c94b8a8b7", size = 14591904, upload-time = "2025-10-15T16:15:29.044Z" }, - { url = "https://files.pythonhosted.org/packages/bb/32/67e3b0f07b0aba57a078c4ab777a9e8e6bc62f24fb53a2337f75f9691699/numpy-2.3.4-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a7b2f9a18b5ff9824a6af80de4f37f4ec3c2aab05ef08f51c77a093f5b89adda", size = 16939602, upload-time = "2025-10-15T16:15:31.106Z" }, - { url = "https://files.pythonhosted.org/packages/95/22/9639c30e32c93c4cee3ccdb4b09c2d0fbff4dcd06d36b357da06146530fb/numpy-2.3.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9984bd645a8db6ca15d850ff996856d8762c51a2239225288f08f9050ca240a0", size = 16372661, upload-time = "2025-10-15T16:15:33.546Z" }, - { url = "https://files.pythonhosted.org/packages/12/e9/a685079529be2b0156ae0c11b13d6be647743095bb51d46589e95be88086/numpy-2.3.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:64c5825affc76942973a70acf438a8ab618dbd692b84cd5ec40a0a0509edc09a", size = 18884682, upload-time = "2025-10-15T16:15:36.105Z" }, - { url = "https://files.pythonhosted.org/packages/cf/85/f6f00d019b0cc741e64b4e00ce865a57b6bed945d1bbeb1ccadbc647959b/numpy-2.3.4-cp311-cp311-win32.whl", hash = "sha256:ed759bf7a70342f7817d88376eb7142fab9fef8320d6019ef87fae05a99874e1", size = 6570076, upload-time = "2025-10-15T16:15:38.225Z" }, - { url = "https://files.pythonhosted.org/packages/7d/10/f8850982021cb90e2ec31990291f9e830ce7d94eef432b15066e7cbe0bec/numpy-2.3.4-cp311-cp311-win_amd64.whl", hash = "sha256:faba246fb30ea2a526c2e9645f61612341de1a83fb1e0c5edf4ddda5a9c10996", size = 13089358, upload-time = "2025-10-15T16:15:40.404Z" }, - { url = "https://files.pythonhosted.org/packages/d1/ad/afdd8351385edf0b3445f9e24210a9c3971ef4de8fd85155462fc4321d79/numpy-2.3.4-cp311-cp311-win_arm64.whl", hash = "sha256:4c01835e718bcebe80394fd0ac66c07cbb90147ebbdad3dcecd3f25de2ae7e2c", size = 10462292, upload-time = "2025-10-15T16:15:42.896Z" }, - { url = "https://files.pythonhosted.org/packages/96/7a/02420400b736f84317e759291b8edaeee9dc921f72b045475a9cbdb26b17/numpy-2.3.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:ef1b5a3e808bc40827b5fa2c8196151a4c5abe110e1726949d7abddfe5c7ae11", size = 20957727, upload-time = "2025-10-15T16:15:44.9Z" }, - { url = "https://files.pythonhosted.org/packages/18/90/a014805d627aa5750f6f0e878172afb6454552da929144b3c07fcae1bb13/numpy-2.3.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c2f91f496a87235c6aaf6d3f3d89b17dba64996abadccb289f48456cff931ca9", size = 14187262, upload-time = "2025-10-15T16:15:47.761Z" }, - { url = "https://files.pythonhosted.org/packages/c7/e4/0a94b09abe89e500dc748e7515f21a13e30c5c3fe3396e6d4ac108c25fca/numpy-2.3.4-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:f77e5b3d3da652b474cc80a14084927a5e86a5eccf54ca8ca5cbd697bf7f2667", size = 5115992, upload-time = "2025-10-15T16:15:50.144Z" }, - { url = "https://files.pythonhosted.org/packages/88/dd/db77c75b055c6157cbd4f9c92c4458daef0dd9cbe6d8d2fe7f803cb64c37/numpy-2.3.4-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:8ab1c5f5ee40d6e01cbe96de5863e39b215a4d24e7d007cad56c7184fdf4aeef", size = 6648672, upload-time = "2025-10-15T16:15:52.442Z" }, - { url = "https://files.pythonhosted.org/packages/e1/e6/e31b0d713719610e406c0ea3ae0d90760465b086da8783e2fd835ad59027/numpy-2.3.4-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:77b84453f3adcb994ddbd0d1c5d11db2d6bda1a2b7fd5ac5bd4649d6f5dc682e", size = 14284156, upload-time = "2025-10-15T16:15:54.351Z" }, - { url = "https://files.pythonhosted.org/packages/f9/58/30a85127bfee6f108282107caf8e06a1f0cc997cb6b52cdee699276fcce4/numpy-2.3.4-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4121c5beb58a7f9e6dfdee612cb24f4df5cd4db6e8261d7f4d7450a997a65d6a", size = 16641271, upload-time = "2025-10-15T16:15:56.67Z" }, - { url = "https://files.pythonhosted.org/packages/06/f2/2e06a0f2adf23e3ae29283ad96959267938d0efd20a2e25353b70065bfec/numpy-2.3.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:65611ecbb00ac9846efe04db15cbe6186f562f6bb7e5e05f077e53a599225d16", size = 16059531, upload-time = "2025-10-15T16:15:59.412Z" }, - { url = "https://files.pythonhosted.org/packages/b0/e7/b106253c7c0d5dc352b9c8fab91afd76a93950998167fa3e5afe4ef3a18f/numpy-2.3.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:dabc42f9c6577bcc13001b8810d300fe814b4cfbe8a92c873f269484594f9786", size = 18578983, upload-time = "2025-10-15T16:16:01.804Z" }, - { url = "https://files.pythonhosted.org/packages/73/e3/04ecc41e71462276ee867ccbef26a4448638eadecf1bc56772c9ed6d0255/numpy-2.3.4-cp312-cp312-win32.whl", hash = "sha256:a49d797192a8d950ca59ee2d0337a4d804f713bb5c3c50e8db26d49666e351dc", size = 6291380, upload-time = "2025-10-15T16:16:03.938Z" }, - { url = "https://files.pythonhosted.org/packages/3d/a8/566578b10d8d0e9955b1b6cd5db4e9d4592dd0026a941ff7994cedda030a/numpy-2.3.4-cp312-cp312-win_amd64.whl", hash = "sha256:985f1e46358f06c2a09921e8921e2c98168ed4ae12ccd6e5e87a4f1857923f32", size = 12787999, upload-time = "2025-10-15T16:16:05.801Z" }, - { url = "https://files.pythonhosted.org/packages/58/22/9c903a957d0a8071b607f5b1bff0761d6e608b9a965945411f867d515db1/numpy-2.3.4-cp312-cp312-win_arm64.whl", hash = "sha256:4635239814149e06e2cb9db3dd584b2fa64316c96f10656983b8026a82e6e4db", size = 10197412, upload-time = "2025-10-15T16:16:07.854Z" }, - { url = "https://files.pythonhosted.org/packages/57/7e/b72610cc91edf138bc588df5150957a4937221ca6058b825b4725c27be62/numpy-2.3.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c090d4860032b857d94144d1a9976b8e36709e40386db289aaf6672de2a81966", size = 20950335, upload-time = "2025-10-15T16:16:10.304Z" }, - { url = "https://files.pythonhosted.org/packages/3e/46/bdd3370dcea2f95ef14af79dbf81e6927102ddf1cc54adc0024d61252fd9/numpy-2.3.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a13fc473b6db0be619e45f11f9e81260f7302f8d180c49a22b6e6120022596b3", size = 14179878, upload-time = "2025-10-15T16:16:12.595Z" }, - { url = "https://files.pythonhosted.org/packages/ac/01/5a67cb785bda60f45415d09c2bc245433f1c68dd82eef9c9002c508b5a65/numpy-2.3.4-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:3634093d0b428e6c32c3a69b78e554f0cd20ee420dcad5a9f3b2a63762ce4197", size = 5108673, upload-time = "2025-10-15T16:16:14.877Z" }, - { url = "https://files.pythonhosted.org/packages/c2/cd/8428e23a9fcebd33988f4cb61208fda832800ca03781f471f3727a820704/numpy-2.3.4-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:043885b4f7e6e232d7df4f51ffdef8c36320ee9d5f227b380ea636722c7ed12e", size = 6641438, upload-time = "2025-10-15T16:16:16.805Z" }, - { url = "https://files.pythonhosted.org/packages/3e/d1/913fe563820f3c6b079f992458f7331278dcd7ba8427e8e745af37ddb44f/numpy-2.3.4-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4ee6a571d1e4f0ea6d5f22d6e5fbd6ed1dc2b18542848e1e7301bd190500c9d7", size = 14281290, upload-time = "2025-10-15T16:16:18.764Z" }, - { url = "https://files.pythonhosted.org/packages/9e/7e/7d306ff7cb143e6d975cfa7eb98a93e73495c4deabb7d1b5ecf09ea0fd69/numpy-2.3.4-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fc8a63918b04b8571789688b2780ab2b4a33ab44bfe8ccea36d3eba51228c953", size = 16636543, upload-time = "2025-10-15T16:16:21.072Z" }, - { url = "https://files.pythonhosted.org/packages/47/6a/8cfc486237e56ccfb0db234945552a557ca266f022d281a2f577b98e955c/numpy-2.3.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:40cc556d5abbc54aabe2b1ae287042d7bdb80c08edede19f0c0afb36ae586f37", size = 16056117, upload-time = "2025-10-15T16:16:23.369Z" }, - { url = "https://files.pythonhosted.org/packages/b1/0e/42cb5e69ea901e06ce24bfcc4b5664a56f950a70efdcf221f30d9615f3f3/numpy-2.3.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ecb63014bb7f4ce653f8be7f1df8cbc6093a5a2811211770f6606cc92b5a78fd", size = 18577788, upload-time = "2025-10-15T16:16:27.496Z" }, - { url = "https://files.pythonhosted.org/packages/86/92/41c3d5157d3177559ef0a35da50f0cda7fa071f4ba2306dd36818591a5bc/numpy-2.3.4-cp313-cp313-win32.whl", hash = "sha256:e8370eb6925bb8c1c4264fec52b0384b44f675f191df91cbe0140ec9f0955646", size = 6282620, upload-time = "2025-10-15T16:16:29.811Z" }, - { url = "https://files.pythonhosted.org/packages/09/97/fd421e8bc50766665ad35536c2bb4ef916533ba1fdd053a62d96cc7c8b95/numpy-2.3.4-cp313-cp313-win_amd64.whl", hash = "sha256:56209416e81a7893036eea03abcb91c130643eb14233b2515c90dcac963fe99d", size = 12784672, upload-time = "2025-10-15T16:16:31.589Z" }, - { url = "https://files.pythonhosted.org/packages/ad/df/5474fb2f74970ca8eb978093969b125a84cc3d30e47f82191f981f13a8a0/numpy-2.3.4-cp313-cp313-win_arm64.whl", hash = "sha256:a700a4031bc0fd6936e78a752eefb79092cecad2599ea9c8039c548bc097f9bc", size = 10196702, upload-time = "2025-10-15T16:16:33.902Z" }, - { url = "https://files.pythonhosted.org/packages/11/83/66ac031464ec1767ea3ed48ce40f615eb441072945e98693bec0bcd056cc/numpy-2.3.4-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:86966db35c4040fdca64f0816a1c1dd8dbd027d90fca5a57e00e1ca4cd41b879", size = 21049003, upload-time = "2025-10-15T16:16:36.101Z" }, - { url = "https://files.pythonhosted.org/packages/5f/99/5b14e0e686e61371659a1d5bebd04596b1d72227ce36eed121bb0aeab798/numpy-2.3.4-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:838f045478638b26c375ee96ea89464d38428c69170360b23a1a50fa4baa3562", size = 14302980, upload-time = "2025-10-15T16:16:39.124Z" }, - { url = "https://files.pythonhosted.org/packages/2c/44/e9486649cd087d9fc6920e3fc3ac2aba10838d10804b1e179fb7cbc4e634/numpy-2.3.4-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:d7315ed1dab0286adca467377c8381cd748f3dc92235f22a7dfc42745644a96a", size = 5231472, upload-time = "2025-10-15T16:16:41.168Z" }, - { url = "https://files.pythonhosted.org/packages/3e/51/902b24fa8887e5fe2063fd61b1895a476d0bbf46811ab0c7fdf4bd127345/numpy-2.3.4-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:84f01a4d18b2cc4ade1814a08e5f3c907b079c847051d720fad15ce37aa930b6", size = 6739342, upload-time = "2025-10-15T16:16:43.777Z" }, - { url = "https://files.pythonhosted.org/packages/34/f1/4de9586d05b1962acdcdb1dc4af6646361a643f8c864cef7c852bf509740/numpy-2.3.4-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:817e719a868f0dacde4abdfc5c1910b301877970195db9ab6a5e2c4bd5b121f7", size = 14354338, upload-time = "2025-10-15T16:16:46.081Z" }, - { url = "https://files.pythonhosted.org/packages/1f/06/1c16103b425de7969d5a76bdf5ada0804b476fed05d5f9e17b777f1cbefd/numpy-2.3.4-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:85e071da78d92a214212cacea81c6da557cab307f2c34b5f85b628e94803f9c0", size = 16702392, upload-time = "2025-10-15T16:16:48.455Z" }, - { url = "https://files.pythonhosted.org/packages/34/b2/65f4dc1b89b5322093572b6e55161bb42e3e0487067af73627f795cc9d47/numpy-2.3.4-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:2ec646892819370cf3558f518797f16597b4e4669894a2ba712caccc9da53f1f", size = 16134998, upload-time = "2025-10-15T16:16:51.114Z" }, - { url = "https://files.pythonhosted.org/packages/d4/11/94ec578896cdb973aaf56425d6c7f2aff4186a5c00fac15ff2ec46998b46/numpy-2.3.4-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:035796aaaddfe2f9664b9a9372f089cfc88bd795a67bd1bfe15e6e770934cf64", size = 18651574, upload-time = "2025-10-15T16:16:53.429Z" }, - { url = "https://files.pythonhosted.org/packages/62/b7/7efa763ab33dbccf56dade36938a77345ce8e8192d6b39e470ca25ff3cd0/numpy-2.3.4-cp313-cp313t-win32.whl", hash = "sha256:fea80f4f4cf83b54c3a051f2f727870ee51e22f0248d3114b8e755d160b38cfb", size = 6413135, upload-time = "2025-10-15T16:16:55.992Z" }, - { url = "https://files.pythonhosted.org/packages/43/70/aba4c38e8400abcc2f345e13d972fb36c26409b3e644366db7649015f291/numpy-2.3.4-cp313-cp313t-win_amd64.whl", hash = "sha256:15eea9f306b98e0be91eb344a94c0e630689ef302e10c2ce5f7e11905c704f9c", size = 12928582, upload-time = "2025-10-15T16:16:57.943Z" }, - { url = "https://files.pythonhosted.org/packages/67/63/871fad5f0073fc00fbbdd7232962ea1ac40eeaae2bba66c76214f7954236/numpy-2.3.4-cp313-cp313t-win_arm64.whl", hash = "sha256:b6c231c9c2fadbae4011ca5e7e83e12dc4a5072f1a1d85a0a7b3ed754d145a40", size = 10266691, upload-time = "2025-10-15T16:17:00.048Z" }, - { url = "https://files.pythonhosted.org/packages/72/71/ae6170143c115732470ae3a2d01512870dd16e0953f8a6dc89525696069b/numpy-2.3.4-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:81c3e6d8c97295a7360d367f9f8553973651b76907988bb6066376bc2252f24e", size = 20955580, upload-time = "2025-10-15T16:17:02.509Z" }, - { url = "https://files.pythonhosted.org/packages/af/39/4be9222ffd6ca8a30eda033d5f753276a9c3426c397bb137d8e19dedd200/numpy-2.3.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:7c26b0b2bf58009ed1f38a641f3db4be8d960a417ca96d14e5b06df1506d41ff", size = 14188056, upload-time = "2025-10-15T16:17:04.873Z" }, - { url = "https://files.pythonhosted.org/packages/6c/3d/d85f6700d0a4aa4f9491030e1021c2b2b7421b2b38d01acd16734a2bfdc7/numpy-2.3.4-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:62b2198c438058a20b6704351b35a1d7db881812d8512d67a69c9de1f18ca05f", size = 5116555, upload-time = "2025-10-15T16:17:07.499Z" }, - { url = "https://files.pythonhosted.org/packages/bf/04/82c1467d86f47eee8a19a464c92f90a9bb68ccf14a54c5224d7031241ffb/numpy-2.3.4-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:9d729d60f8d53a7361707f4b68a9663c968882dd4f09e0d58c044c8bf5faee7b", size = 6643581, upload-time = "2025-10-15T16:17:09.774Z" }, - { url = "https://files.pythonhosted.org/packages/0c/d3/c79841741b837e293f48bd7db89d0ac7a4f2503b382b78a790ef1dc778a5/numpy-2.3.4-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bd0c630cf256b0a7fd9d0a11c9413b42fef5101219ce6ed5a09624f5a65392c7", size = 14299186, upload-time = "2025-10-15T16:17:11.937Z" }, - { url = "https://files.pythonhosted.org/packages/e8/7e/4a14a769741fbf237eec5a12a2cbc7a4c4e061852b6533bcb9e9a796c908/numpy-2.3.4-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d5e081bc082825f8b139f9e9fe42942cb4054524598aaeb177ff476cc76d09d2", size = 16638601, upload-time = "2025-10-15T16:17:14.391Z" }, - { url = "https://files.pythonhosted.org/packages/93/87/1c1de269f002ff0a41173fe01dcc925f4ecff59264cd8f96cf3b60d12c9b/numpy-2.3.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:15fb27364ed84114438fff8aaf998c9e19adbeba08c0b75409f8c452a8692c52", size = 16074219, upload-time = "2025-10-15T16:17:17.058Z" }, - { url = "https://files.pythonhosted.org/packages/cd/28/18f72ee77408e40a76d691001ae599e712ca2a47ddd2c4f695b16c65f077/numpy-2.3.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:85d9fb2d8cd998c84d13a79a09cc0c1091648e848e4e6249b0ccd7f6b487fa26", size = 18576702, upload-time = "2025-10-15T16:17:19.379Z" }, - { url = "https://files.pythonhosted.org/packages/c3/76/95650169b465ececa8cf4b2e8f6df255d4bf662775e797ade2025cc51ae6/numpy-2.3.4-cp314-cp314-win32.whl", hash = "sha256:e73d63fd04e3a9d6bc187f5455d81abfad05660b212c8804bf3b407e984cd2bc", size = 6337136, upload-time = "2025-10-15T16:17:22.886Z" }, - { url = "https://files.pythonhosted.org/packages/dc/89/a231a5c43ede5d6f77ba4a91e915a87dea4aeea76560ba4d2bf185c683f0/numpy-2.3.4-cp314-cp314-win_amd64.whl", hash = "sha256:3da3491cee49cf16157e70f607c03a217ea6647b1cea4819c4f48e53d49139b9", size = 12920542, upload-time = "2025-10-15T16:17:24.783Z" }, - { url = "https://files.pythonhosted.org/packages/0d/0c/ae9434a888f717c5ed2ff2393b3f344f0ff6f1c793519fa0c540461dc530/numpy-2.3.4-cp314-cp314-win_arm64.whl", hash = "sha256:6d9cd732068e8288dbe2717177320723ccec4fb064123f0caf9bbd90ab5be868", size = 10480213, upload-time = "2025-10-15T16:17:26.935Z" }, - { url = "https://files.pythonhosted.org/packages/83/4b/c4a5f0841f92536f6b9592694a5b5f68c9ab37b775ff342649eadf9055d3/numpy-2.3.4-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:22758999b256b595cf0b1d102b133bb61866ba5ceecf15f759623b64c020c9ec", size = 21052280, upload-time = "2025-10-15T16:17:29.638Z" }, - { url = "https://files.pythonhosted.org/packages/3e/80/90308845fc93b984d2cc96d83e2324ce8ad1fd6efea81b324cba4b673854/numpy-2.3.4-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:9cb177bc55b010b19798dc5497d540dea67fd13a8d9e882b2dae71de0cf09eb3", size = 14302930, upload-time = "2025-10-15T16:17:32.384Z" }, - { url = "https://files.pythonhosted.org/packages/3d/4e/07439f22f2a3b247cec4d63a713faae55e1141a36e77fb212881f7cda3fb/numpy-2.3.4-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:0f2bcc76f1e05e5ab58893407c63d90b2029908fa41f9f1cc51eecce936c3365", size = 5231504, upload-time = "2025-10-15T16:17:34.515Z" }, - { url = "https://files.pythonhosted.org/packages/ab/de/1e11f2547e2fe3d00482b19721855348b94ada8359aef5d40dd57bfae9df/numpy-2.3.4-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:8dc20bde86802df2ed8397a08d793da0ad7a5fd4ea3ac85d757bf5dd4ad7c252", size = 6739405, upload-time = "2025-10-15T16:17:36.128Z" }, - { url = "https://files.pythonhosted.org/packages/3b/40/8cd57393a26cebe2e923005db5134a946c62fa56a1087dc7c478f3e30837/numpy-2.3.4-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5e199c087e2aa71c8f9ce1cb7a8e10677dc12457e7cc1be4798632da37c3e86e", size = 14354866, upload-time = "2025-10-15T16:17:38.884Z" }, - { url = "https://files.pythonhosted.org/packages/93/39/5b3510f023f96874ee6fea2e40dfa99313a00bf3ab779f3c92978f34aace/numpy-2.3.4-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:85597b2d25ddf655495e2363fe044b0ae999b75bc4d630dc0d886484b03a5eb0", size = 16703296, upload-time = "2025-10-15T16:17:41.564Z" }, - { url = "https://files.pythonhosted.org/packages/41/0d/19bb163617c8045209c1996c4e427bccbc4bbff1e2c711f39203c8ddbb4a/numpy-2.3.4-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:04a69abe45b49c5955923cf2c407843d1c85013b424ae8a560bba16c92fe44a0", size = 16136046, upload-time = "2025-10-15T16:17:43.901Z" }, - { url = "https://files.pythonhosted.org/packages/e2/c1/6dba12fdf68b02a21ac411c9df19afa66bed2540f467150ca64d246b463d/numpy-2.3.4-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:e1708fac43ef8b419c975926ce1eaf793b0c13b7356cfab6ab0dc34c0a02ac0f", size = 18652691, upload-time = "2025-10-15T16:17:46.247Z" }, - { url = "https://files.pythonhosted.org/packages/f8/73/f85056701dbbbb910c51d846c58d29fd46b30eecd2b6ba760fc8b8a1641b/numpy-2.3.4-cp314-cp314t-win32.whl", hash = "sha256:863e3b5f4d9915aaf1b8ec79ae560ad21f0b8d5e3adc31e73126491bb86dee1d", size = 6485782, upload-time = "2025-10-15T16:17:48.872Z" }, - { url = "https://files.pythonhosted.org/packages/17/90/28fa6f9865181cb817c2471ee65678afa8a7e2a1fb16141473d5fa6bacc3/numpy-2.3.4-cp314-cp314t-win_amd64.whl", hash = "sha256:962064de37b9aef801d33bc579690f8bfe6c5e70e29b61783f60bcba838a14d6", size = 13113301, upload-time = "2025-10-15T16:17:50.938Z" }, - { url = "https://files.pythonhosted.org/packages/54/23/08c002201a8e7e1f9afba93b97deceb813252d9cfd0d3351caed123dcf97/numpy-2.3.4-cp314-cp314t-win_arm64.whl", hash = "sha256:8b5a9a39c45d852b62693d9b3f3e0fe052541f804296ff401a72a1b60edafb29", size = 10547532, upload-time = "2025-10-15T16:17:53.48Z" }, - { url = "https://files.pythonhosted.org/packages/b1/b6/64898f51a86ec88ca1257a59c1d7fd077b60082a119affefcdf1dd0df8ca/numpy-2.3.4-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:6e274603039f924c0fe5cb73438fa9246699c78a6df1bd3decef9ae592ae1c05", size = 21131552, upload-time = "2025-10-15T16:17:55.845Z" }, - { url = "https://files.pythonhosted.org/packages/ce/4c/f135dc6ebe2b6a3c77f4e4838fa63d350f85c99462012306ada1bd4bc460/numpy-2.3.4-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d149aee5c72176d9ddbc6803aef9c0f6d2ceeea7626574fc68518da5476fa346", size = 14377796, upload-time = "2025-10-15T16:17:58.308Z" }, - { url = "https://files.pythonhosted.org/packages/d0/a4/f33f9c23fcc13dd8412fc8614559b5b797e0aba9d8e01dfa8bae10c84004/numpy-2.3.4-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:6d34ed9db9e6395bb6cd33286035f73a59b058169733a9db9f85e650b88df37e", size = 5306904, upload-time = "2025-10-15T16:18:00.596Z" }, - { url = "https://files.pythonhosted.org/packages/28/af/c44097f25f834360f9fb960fa082863e0bad14a42f36527b2a121abdec56/numpy-2.3.4-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:fdebe771ca06bb8d6abce84e51dca9f7921fe6ad34a0c914541b063e9a68928b", size = 6819682, upload-time = "2025-10-15T16:18:02.32Z" }, - { url = "https://files.pythonhosted.org/packages/c5/8c/cd283b54c3c2b77e188f63e23039844f56b23bba1712318288c13fe86baf/numpy-2.3.4-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:957e92defe6c08211eb77902253b14fe5b480ebc5112bc741fd5e9cd0608f847", size = 14422300, upload-time = "2025-10-15T16:18:04.271Z" }, - { url = "https://files.pythonhosted.org/packages/b0/f0/8404db5098d92446b3e3695cf41c6f0ecb703d701cb0b7566ee2177f2eee/numpy-2.3.4-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:13b9062e4f5c7ee5c7e5be96f29ba71bc5a37fed3d1d77c37390ae00724d296d", size = 16760806, upload-time = "2025-10-15T16:18:06.668Z" }, - { url = "https://files.pythonhosted.org/packages/95/8e/2844c3959ce9a63acc7c8e50881133d86666f0420bcde695e115ced0920f/numpy-2.3.4-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:81b3a59793523e552c4a96109dde028aa4448ae06ccac5a76ff6532a85558a7f", size = 12973130, upload-time = "2025-10-15T16:18:09.397Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/b5/f4/098d2270d52b41f1bd7db9fc288aaa0400cb48c2a3e2af6fa365d9720947/numpy-2.3.4.tar.gz", hash = "sha256:a7d018bfedb375a8d979ac758b120ba846a7fe764911a64465fd87b8729f4a6a", size = 20582187 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/60/e7/0e07379944aa8afb49a556a2b54587b828eb41dc9adc56fb7615b678ca53/numpy-2.3.4-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:e78aecd2800b32e8347ce49316d3eaf04aed849cd5b38e0af39f829a4e59f5eb", size = 21259519 }, + { url = "https://files.pythonhosted.org/packages/d0/cb/5a69293561e8819b09e34ed9e873b9a82b5f2ade23dce4c51dc507f6cfe1/numpy-2.3.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7fd09cc5d65bda1e79432859c40978010622112e9194e581e3415a3eccc7f43f", size = 14452796 }, + { url = "https://files.pythonhosted.org/packages/e4/04/ff11611200acd602a1e5129e36cfd25bf01ad8e5cf927baf2e90236eb02e/numpy-2.3.4-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:1b219560ae2c1de48ead517d085bc2d05b9433f8e49d0955c82e8cd37bd7bf36", size = 5381639 }, + { url = "https://files.pythonhosted.org/packages/ea/77/e95c757a6fe7a48d28a009267408e8aa382630cc1ad1db7451b3bc21dbb4/numpy-2.3.4-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:bafa7d87d4c99752d07815ed7a2c0964f8ab311eb8168f41b910bd01d15b6032", size = 6914296 }, + { url = "https://files.pythonhosted.org/packages/a3/d2/137c7b6841c942124eae921279e5c41b1c34bab0e6fc60c7348e69afd165/numpy-2.3.4-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:36dc13af226aeab72b7abad501d370d606326a0029b9f435eacb3b8c94b8a8b7", size = 14591904 }, + { url = "https://files.pythonhosted.org/packages/bb/32/67e3b0f07b0aba57a078c4ab777a9e8e6bc62f24fb53a2337f75f9691699/numpy-2.3.4-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a7b2f9a18b5ff9824a6af80de4f37f4ec3c2aab05ef08f51c77a093f5b89adda", size = 16939602 }, + { url = "https://files.pythonhosted.org/packages/95/22/9639c30e32c93c4cee3ccdb4b09c2d0fbff4dcd06d36b357da06146530fb/numpy-2.3.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:9984bd645a8db6ca15d850ff996856d8762c51a2239225288f08f9050ca240a0", size = 16372661 }, + { url = "https://files.pythonhosted.org/packages/12/e9/a685079529be2b0156ae0c11b13d6be647743095bb51d46589e95be88086/numpy-2.3.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:64c5825affc76942973a70acf438a8ab618dbd692b84cd5ec40a0a0509edc09a", size = 18884682 }, + { url = "https://files.pythonhosted.org/packages/cf/85/f6f00d019b0cc741e64b4e00ce865a57b6bed945d1bbeb1ccadbc647959b/numpy-2.3.4-cp311-cp311-win32.whl", hash = "sha256:ed759bf7a70342f7817d88376eb7142fab9fef8320d6019ef87fae05a99874e1", size = 6570076 }, + { url = "https://files.pythonhosted.org/packages/7d/10/f8850982021cb90e2ec31990291f9e830ce7d94eef432b15066e7cbe0bec/numpy-2.3.4-cp311-cp311-win_amd64.whl", hash = "sha256:faba246fb30ea2a526c2e9645f61612341de1a83fb1e0c5edf4ddda5a9c10996", size = 13089358 }, + { url = "https://files.pythonhosted.org/packages/d1/ad/afdd8351385edf0b3445f9e24210a9c3971ef4de8fd85155462fc4321d79/numpy-2.3.4-cp311-cp311-win_arm64.whl", hash = "sha256:4c01835e718bcebe80394fd0ac66c07cbb90147ebbdad3dcecd3f25de2ae7e2c", size = 10462292 }, + { url = "https://files.pythonhosted.org/packages/96/7a/02420400b736f84317e759291b8edaeee9dc921f72b045475a9cbdb26b17/numpy-2.3.4-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:ef1b5a3e808bc40827b5fa2c8196151a4c5abe110e1726949d7abddfe5c7ae11", size = 20957727 }, + { url = "https://files.pythonhosted.org/packages/18/90/a014805d627aa5750f6f0e878172afb6454552da929144b3c07fcae1bb13/numpy-2.3.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c2f91f496a87235c6aaf6d3f3d89b17dba64996abadccb289f48456cff931ca9", size = 14187262 }, + { url = "https://files.pythonhosted.org/packages/c7/e4/0a94b09abe89e500dc748e7515f21a13e30c5c3fe3396e6d4ac108c25fca/numpy-2.3.4-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:f77e5b3d3da652b474cc80a14084927a5e86a5eccf54ca8ca5cbd697bf7f2667", size = 5115992 }, + { url = "https://files.pythonhosted.org/packages/88/dd/db77c75b055c6157cbd4f9c92c4458daef0dd9cbe6d8d2fe7f803cb64c37/numpy-2.3.4-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:8ab1c5f5ee40d6e01cbe96de5863e39b215a4d24e7d007cad56c7184fdf4aeef", size = 6648672 }, + { url = "https://files.pythonhosted.org/packages/e1/e6/e31b0d713719610e406c0ea3ae0d90760465b086da8783e2fd835ad59027/numpy-2.3.4-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:77b84453f3adcb994ddbd0d1c5d11db2d6bda1a2b7fd5ac5bd4649d6f5dc682e", size = 14284156 }, + { url = "https://files.pythonhosted.org/packages/f9/58/30a85127bfee6f108282107caf8e06a1f0cc997cb6b52cdee699276fcce4/numpy-2.3.4-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4121c5beb58a7f9e6dfdee612cb24f4df5cd4db6e8261d7f4d7450a997a65d6a", size = 16641271 }, + { url = "https://files.pythonhosted.org/packages/06/f2/2e06a0f2adf23e3ae29283ad96959267938d0efd20a2e25353b70065bfec/numpy-2.3.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:65611ecbb00ac9846efe04db15cbe6186f562f6bb7e5e05f077e53a599225d16", size = 16059531 }, + { url = "https://files.pythonhosted.org/packages/b0/e7/b106253c7c0d5dc352b9c8fab91afd76a93950998167fa3e5afe4ef3a18f/numpy-2.3.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:dabc42f9c6577bcc13001b8810d300fe814b4cfbe8a92c873f269484594f9786", size = 18578983 }, + { url = "https://files.pythonhosted.org/packages/73/e3/04ecc41e71462276ee867ccbef26a4448638eadecf1bc56772c9ed6d0255/numpy-2.3.4-cp312-cp312-win32.whl", hash = "sha256:a49d797192a8d950ca59ee2d0337a4d804f713bb5c3c50e8db26d49666e351dc", size = 6291380 }, + { url = "https://files.pythonhosted.org/packages/3d/a8/566578b10d8d0e9955b1b6cd5db4e9d4592dd0026a941ff7994cedda030a/numpy-2.3.4-cp312-cp312-win_amd64.whl", hash = "sha256:985f1e46358f06c2a09921e8921e2c98168ed4ae12ccd6e5e87a4f1857923f32", size = 12787999 }, + { url = "https://files.pythonhosted.org/packages/58/22/9c903a957d0a8071b607f5b1bff0761d6e608b9a965945411f867d515db1/numpy-2.3.4-cp312-cp312-win_arm64.whl", hash = "sha256:4635239814149e06e2cb9db3dd584b2fa64316c96f10656983b8026a82e6e4db", size = 10197412 }, + { url = "https://files.pythonhosted.org/packages/57/7e/b72610cc91edf138bc588df5150957a4937221ca6058b825b4725c27be62/numpy-2.3.4-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c090d4860032b857d94144d1a9976b8e36709e40386db289aaf6672de2a81966", size = 20950335 }, + { url = "https://files.pythonhosted.org/packages/3e/46/bdd3370dcea2f95ef14af79dbf81e6927102ddf1cc54adc0024d61252fd9/numpy-2.3.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a13fc473b6db0be619e45f11f9e81260f7302f8d180c49a22b6e6120022596b3", size = 14179878 }, + { url = "https://files.pythonhosted.org/packages/ac/01/5a67cb785bda60f45415d09c2bc245433f1c68dd82eef9c9002c508b5a65/numpy-2.3.4-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:3634093d0b428e6c32c3a69b78e554f0cd20ee420dcad5a9f3b2a63762ce4197", size = 5108673 }, + { url = "https://files.pythonhosted.org/packages/c2/cd/8428e23a9fcebd33988f4cb61208fda832800ca03781f471f3727a820704/numpy-2.3.4-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:043885b4f7e6e232d7df4f51ffdef8c36320ee9d5f227b380ea636722c7ed12e", size = 6641438 }, + { url = "https://files.pythonhosted.org/packages/3e/d1/913fe563820f3c6b079f992458f7331278dcd7ba8427e8e745af37ddb44f/numpy-2.3.4-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4ee6a571d1e4f0ea6d5f22d6e5fbd6ed1dc2b18542848e1e7301bd190500c9d7", size = 14281290 }, + { url = "https://files.pythonhosted.org/packages/9e/7e/7d306ff7cb143e6d975cfa7eb98a93e73495c4deabb7d1b5ecf09ea0fd69/numpy-2.3.4-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fc8a63918b04b8571789688b2780ab2b4a33ab44bfe8ccea36d3eba51228c953", size = 16636543 }, + { url = "https://files.pythonhosted.org/packages/47/6a/8cfc486237e56ccfb0db234945552a557ca266f022d281a2f577b98e955c/numpy-2.3.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:40cc556d5abbc54aabe2b1ae287042d7bdb80c08edede19f0c0afb36ae586f37", size = 16056117 }, + { url = "https://files.pythonhosted.org/packages/b1/0e/42cb5e69ea901e06ce24bfcc4b5664a56f950a70efdcf221f30d9615f3f3/numpy-2.3.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ecb63014bb7f4ce653f8be7f1df8cbc6093a5a2811211770f6606cc92b5a78fd", size = 18577788 }, + { url = "https://files.pythonhosted.org/packages/86/92/41c3d5157d3177559ef0a35da50f0cda7fa071f4ba2306dd36818591a5bc/numpy-2.3.4-cp313-cp313-win32.whl", hash = "sha256:e8370eb6925bb8c1c4264fec52b0384b44f675f191df91cbe0140ec9f0955646", size = 6282620 }, + { url = "https://files.pythonhosted.org/packages/09/97/fd421e8bc50766665ad35536c2bb4ef916533ba1fdd053a62d96cc7c8b95/numpy-2.3.4-cp313-cp313-win_amd64.whl", hash = "sha256:56209416e81a7893036eea03abcb91c130643eb14233b2515c90dcac963fe99d", size = 12784672 }, + { url = "https://files.pythonhosted.org/packages/ad/df/5474fb2f74970ca8eb978093969b125a84cc3d30e47f82191f981f13a8a0/numpy-2.3.4-cp313-cp313-win_arm64.whl", hash = "sha256:a700a4031bc0fd6936e78a752eefb79092cecad2599ea9c8039c548bc097f9bc", size = 10196702 }, + { url = "https://files.pythonhosted.org/packages/11/83/66ac031464ec1767ea3ed48ce40f615eb441072945e98693bec0bcd056cc/numpy-2.3.4-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:86966db35c4040fdca64f0816a1c1dd8dbd027d90fca5a57e00e1ca4cd41b879", size = 21049003 }, + { url = "https://files.pythonhosted.org/packages/5f/99/5b14e0e686e61371659a1d5bebd04596b1d72227ce36eed121bb0aeab798/numpy-2.3.4-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:838f045478638b26c375ee96ea89464d38428c69170360b23a1a50fa4baa3562", size = 14302980 }, + { url = "https://files.pythonhosted.org/packages/2c/44/e9486649cd087d9fc6920e3fc3ac2aba10838d10804b1e179fb7cbc4e634/numpy-2.3.4-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:d7315ed1dab0286adca467377c8381cd748f3dc92235f22a7dfc42745644a96a", size = 5231472 }, + { url = "https://files.pythonhosted.org/packages/3e/51/902b24fa8887e5fe2063fd61b1895a476d0bbf46811ab0c7fdf4bd127345/numpy-2.3.4-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:84f01a4d18b2cc4ade1814a08e5f3c907b079c847051d720fad15ce37aa930b6", size = 6739342 }, + { url = "https://files.pythonhosted.org/packages/34/f1/4de9586d05b1962acdcdb1dc4af6646361a643f8c864cef7c852bf509740/numpy-2.3.4-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:817e719a868f0dacde4abdfc5c1910b301877970195db9ab6a5e2c4bd5b121f7", size = 14354338 }, + { url = "https://files.pythonhosted.org/packages/1f/06/1c16103b425de7969d5a76bdf5ada0804b476fed05d5f9e17b777f1cbefd/numpy-2.3.4-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:85e071da78d92a214212cacea81c6da557cab307f2c34b5f85b628e94803f9c0", size = 16702392 }, + { url = "https://files.pythonhosted.org/packages/34/b2/65f4dc1b89b5322093572b6e55161bb42e3e0487067af73627f795cc9d47/numpy-2.3.4-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:2ec646892819370cf3558f518797f16597b4e4669894a2ba712caccc9da53f1f", size = 16134998 }, + { url = "https://files.pythonhosted.org/packages/d4/11/94ec578896cdb973aaf56425d6c7f2aff4186a5c00fac15ff2ec46998b46/numpy-2.3.4-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:035796aaaddfe2f9664b9a9372f089cfc88bd795a67bd1bfe15e6e770934cf64", size = 18651574 }, + { url = "https://files.pythonhosted.org/packages/62/b7/7efa763ab33dbccf56dade36938a77345ce8e8192d6b39e470ca25ff3cd0/numpy-2.3.4-cp313-cp313t-win32.whl", hash = "sha256:fea80f4f4cf83b54c3a051f2f727870ee51e22f0248d3114b8e755d160b38cfb", size = 6413135 }, + { url = "https://files.pythonhosted.org/packages/43/70/aba4c38e8400abcc2f345e13d972fb36c26409b3e644366db7649015f291/numpy-2.3.4-cp313-cp313t-win_amd64.whl", hash = "sha256:15eea9f306b98e0be91eb344a94c0e630689ef302e10c2ce5f7e11905c704f9c", size = 12928582 }, + { url = "https://files.pythonhosted.org/packages/67/63/871fad5f0073fc00fbbdd7232962ea1ac40eeaae2bba66c76214f7954236/numpy-2.3.4-cp313-cp313t-win_arm64.whl", hash = "sha256:b6c231c9c2fadbae4011ca5e7e83e12dc4a5072f1a1d85a0a7b3ed754d145a40", size = 10266691 }, + { url = "https://files.pythonhosted.org/packages/72/71/ae6170143c115732470ae3a2d01512870dd16e0953f8a6dc89525696069b/numpy-2.3.4-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:81c3e6d8c97295a7360d367f9f8553973651b76907988bb6066376bc2252f24e", size = 20955580 }, + { url = "https://files.pythonhosted.org/packages/af/39/4be9222ffd6ca8a30eda033d5f753276a9c3426c397bb137d8e19dedd200/numpy-2.3.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:7c26b0b2bf58009ed1f38a641f3db4be8d960a417ca96d14e5b06df1506d41ff", size = 14188056 }, + { url = "https://files.pythonhosted.org/packages/6c/3d/d85f6700d0a4aa4f9491030e1021c2b2b7421b2b38d01acd16734a2bfdc7/numpy-2.3.4-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:62b2198c438058a20b6704351b35a1d7db881812d8512d67a69c9de1f18ca05f", size = 5116555 }, + { url = "https://files.pythonhosted.org/packages/bf/04/82c1467d86f47eee8a19a464c92f90a9bb68ccf14a54c5224d7031241ffb/numpy-2.3.4-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:9d729d60f8d53a7361707f4b68a9663c968882dd4f09e0d58c044c8bf5faee7b", size = 6643581 }, + { url = "https://files.pythonhosted.org/packages/0c/d3/c79841741b837e293f48bd7db89d0ac7a4f2503b382b78a790ef1dc778a5/numpy-2.3.4-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bd0c630cf256b0a7fd9d0a11c9413b42fef5101219ce6ed5a09624f5a65392c7", size = 14299186 }, + { url = "https://files.pythonhosted.org/packages/e8/7e/4a14a769741fbf237eec5a12a2cbc7a4c4e061852b6533bcb9e9a796c908/numpy-2.3.4-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d5e081bc082825f8b139f9e9fe42942cb4054524598aaeb177ff476cc76d09d2", size = 16638601 }, + { url = "https://files.pythonhosted.org/packages/93/87/1c1de269f002ff0a41173fe01dcc925f4ecff59264cd8f96cf3b60d12c9b/numpy-2.3.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:15fb27364ed84114438fff8aaf998c9e19adbeba08c0b75409f8c452a8692c52", size = 16074219 }, + { url = "https://files.pythonhosted.org/packages/cd/28/18f72ee77408e40a76d691001ae599e712ca2a47ddd2c4f695b16c65f077/numpy-2.3.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:85d9fb2d8cd998c84d13a79a09cc0c1091648e848e4e6249b0ccd7f6b487fa26", size = 18576702 }, + { url = "https://files.pythonhosted.org/packages/c3/76/95650169b465ececa8cf4b2e8f6df255d4bf662775e797ade2025cc51ae6/numpy-2.3.4-cp314-cp314-win32.whl", hash = "sha256:e73d63fd04e3a9d6bc187f5455d81abfad05660b212c8804bf3b407e984cd2bc", size = 6337136 }, + { url = "https://files.pythonhosted.org/packages/dc/89/a231a5c43ede5d6f77ba4a91e915a87dea4aeea76560ba4d2bf185c683f0/numpy-2.3.4-cp314-cp314-win_amd64.whl", hash = "sha256:3da3491cee49cf16157e70f607c03a217ea6647b1cea4819c4f48e53d49139b9", size = 12920542 }, + { url = "https://files.pythonhosted.org/packages/0d/0c/ae9434a888f717c5ed2ff2393b3f344f0ff6f1c793519fa0c540461dc530/numpy-2.3.4-cp314-cp314-win_arm64.whl", hash = "sha256:6d9cd732068e8288dbe2717177320723ccec4fb064123f0caf9bbd90ab5be868", size = 10480213 }, + { url = "https://files.pythonhosted.org/packages/83/4b/c4a5f0841f92536f6b9592694a5b5f68c9ab37b775ff342649eadf9055d3/numpy-2.3.4-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:22758999b256b595cf0b1d102b133bb61866ba5ceecf15f759623b64c020c9ec", size = 21052280 }, + { url = "https://files.pythonhosted.org/packages/3e/80/90308845fc93b984d2cc96d83e2324ce8ad1fd6efea81b324cba4b673854/numpy-2.3.4-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:9cb177bc55b010b19798dc5497d540dea67fd13a8d9e882b2dae71de0cf09eb3", size = 14302930 }, + { url = "https://files.pythonhosted.org/packages/3d/4e/07439f22f2a3b247cec4d63a713faae55e1141a36e77fb212881f7cda3fb/numpy-2.3.4-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:0f2bcc76f1e05e5ab58893407c63d90b2029908fa41f9f1cc51eecce936c3365", size = 5231504 }, + { url = "https://files.pythonhosted.org/packages/ab/de/1e11f2547e2fe3d00482b19721855348b94ada8359aef5d40dd57bfae9df/numpy-2.3.4-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:8dc20bde86802df2ed8397a08d793da0ad7a5fd4ea3ac85d757bf5dd4ad7c252", size = 6739405 }, + { url = "https://files.pythonhosted.org/packages/3b/40/8cd57393a26cebe2e923005db5134a946c62fa56a1087dc7c478f3e30837/numpy-2.3.4-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5e199c087e2aa71c8f9ce1cb7a8e10677dc12457e7cc1be4798632da37c3e86e", size = 14354866 }, + { url = "https://files.pythonhosted.org/packages/93/39/5b3510f023f96874ee6fea2e40dfa99313a00bf3ab779f3c92978f34aace/numpy-2.3.4-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:85597b2d25ddf655495e2363fe044b0ae999b75bc4d630dc0d886484b03a5eb0", size = 16703296 }, + { url = "https://files.pythonhosted.org/packages/41/0d/19bb163617c8045209c1996c4e427bccbc4bbff1e2c711f39203c8ddbb4a/numpy-2.3.4-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:04a69abe45b49c5955923cf2c407843d1c85013b424ae8a560bba16c92fe44a0", size = 16136046 }, + { url = "https://files.pythonhosted.org/packages/e2/c1/6dba12fdf68b02a21ac411c9df19afa66bed2540f467150ca64d246b463d/numpy-2.3.4-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:e1708fac43ef8b419c975926ce1eaf793b0c13b7356cfab6ab0dc34c0a02ac0f", size = 18652691 }, + { url = "https://files.pythonhosted.org/packages/f8/73/f85056701dbbbb910c51d846c58d29fd46b30eecd2b6ba760fc8b8a1641b/numpy-2.3.4-cp314-cp314t-win32.whl", hash = "sha256:863e3b5f4d9915aaf1b8ec79ae560ad21f0b8d5e3adc31e73126491bb86dee1d", size = 6485782 }, + { url = "https://files.pythonhosted.org/packages/17/90/28fa6f9865181cb817c2471ee65678afa8a7e2a1fb16141473d5fa6bacc3/numpy-2.3.4-cp314-cp314t-win_amd64.whl", hash = "sha256:962064de37b9aef801d33bc579690f8bfe6c5e70e29b61783f60bcba838a14d6", size = 13113301 }, + { url = "https://files.pythonhosted.org/packages/54/23/08c002201a8e7e1f9afba93b97deceb813252d9cfd0d3351caed123dcf97/numpy-2.3.4-cp314-cp314t-win_arm64.whl", hash = "sha256:8b5a9a39c45d852b62693d9b3f3e0fe052541f804296ff401a72a1b60edafb29", size = 10547532 }, + { url = "https://files.pythonhosted.org/packages/b1/b6/64898f51a86ec88ca1257a59c1d7fd077b60082a119affefcdf1dd0df8ca/numpy-2.3.4-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:6e274603039f924c0fe5cb73438fa9246699c78a6df1bd3decef9ae592ae1c05", size = 21131552 }, + { url = "https://files.pythonhosted.org/packages/ce/4c/f135dc6ebe2b6a3c77f4e4838fa63d350f85c99462012306ada1bd4bc460/numpy-2.3.4-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:d149aee5c72176d9ddbc6803aef9c0f6d2ceeea7626574fc68518da5476fa346", size = 14377796 }, + { url = "https://files.pythonhosted.org/packages/d0/a4/f33f9c23fcc13dd8412fc8614559b5b797e0aba9d8e01dfa8bae10c84004/numpy-2.3.4-pp311-pypy311_pp73-macosx_14_0_arm64.whl", hash = "sha256:6d34ed9db9e6395bb6cd33286035f73a59b058169733a9db9f85e650b88df37e", size = 5306904 }, + { url = "https://files.pythonhosted.org/packages/28/af/c44097f25f834360f9fb960fa082863e0bad14a42f36527b2a121abdec56/numpy-2.3.4-pp311-pypy311_pp73-macosx_14_0_x86_64.whl", hash = "sha256:fdebe771ca06bb8d6abce84e51dca9f7921fe6ad34a0c914541b063e9a68928b", size = 6819682 }, + { url = "https://files.pythonhosted.org/packages/c5/8c/cd283b54c3c2b77e188f63e23039844f56b23bba1712318288c13fe86baf/numpy-2.3.4-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:957e92defe6c08211eb77902253b14fe5b480ebc5112bc741fd5e9cd0608f847", size = 14422300 }, + { url = "https://files.pythonhosted.org/packages/b0/f0/8404db5098d92446b3e3695cf41c6f0ecb703d701cb0b7566ee2177f2eee/numpy-2.3.4-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:13b9062e4f5c7ee5c7e5be96f29ba71bc5a37fed3d1d77c37390ae00724d296d", size = 16760806 }, + { url = "https://files.pythonhosted.org/packages/95/8e/2844c3959ce9a63acc7c8e50881133d86666f0420bcde695e115ced0920f/numpy-2.3.4-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:81b3a59793523e552c4a96109dde028aa4448ae06ccac5a76ff6532a85558a7f", size = 12973130 }, ] [[package]] name = "oauthlib" version = "3.3.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/0b/5f/19930f824ffeb0ad4372da4812c50edbd1434f678c90c2733e1188edfc63/oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9", size = 185918, upload-time = "2025-06-19T22:48:08.269Z" } +sdist = { url = "https://files.pythonhosted.org/packages/0b/5f/19930f824ffeb0ad4372da4812c50edbd1434f678c90c2733e1188edfc63/oauthlib-3.3.1.tar.gz", hash = "sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9", size = 185918 } wheels = [ - { url = "https://files.pythonhosted.org/packages/be/9c/92789c596b8df838baa98fa71844d84283302f7604ed565dafe5a6b5041a/oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1", size = 160065, upload-time = "2025-06-19T22:48:06.508Z" }, + { url = "https://files.pythonhosted.org/packages/be/9c/92789c596b8df838baa98fa71844d84283302f7604ed565dafe5a6b5041a/oauthlib-3.3.1-py3-none-any.whl", hash = "sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1", size = 160065 }, ] [[package]] @@ -3578,9 +3574,9 @@ dependencies = [ { name = "tqdm", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/c6/a1/a303104dc55fc546a3f6914c842d3da471c64eec92043aef8f652eb6c524/openai-1.109.1.tar.gz", hash = "sha256:d173ed8dbca665892a6db099b4a2dfac624f94d20a93f46eb0b56aae940ed869", size = 564133, upload-time = "2025-09-24T13:00:53.075Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c6/a1/a303104dc55fc546a3f6914c842d3da471c64eec92043aef8f652eb6c524/openai-1.109.1.tar.gz", hash = "sha256:d173ed8dbca665892a6db099b4a2dfac624f94d20a93f46eb0b56aae940ed869", size = 564133 } wheels = [ - { url = "https://files.pythonhosted.org/packages/1d/2a/7dd3d207ec669cacc1f186fd856a0f61dbc255d24f6fdc1a6715d6051b0f/openai-1.109.1-py3-none-any.whl", hash = "sha256:6bcaf57086cf59159b8e27447e4e7dd019db5d29a438072fbd49c290c7e65315", size = 948627, upload-time = "2025-09-24T13:00:50.754Z" }, + { url = "https://files.pythonhosted.org/packages/1d/2a/7dd3d207ec669cacc1f186fd856a0f61dbc255d24f6fdc1a6715d6051b0f/openai-1.109.1-py3-none-any.whl", hash = "sha256:6bcaf57086cf59159b8e27447e4e7dd019db5d29a438072fbd49c290c7e65315", size = 948627 }, ] [[package]] @@ -3596,9 +3592,9 @@ dependencies = [ { name = "types-requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/a4/37/2b4f828840d3ff32d82b813c3371ec9ee26b3b8dc6b4acbb7a4a579f617a/openai_agents-0.3.3.tar.gz", hash = "sha256:b016381a6890e1cb6879eb23c53c35f8c2312be1117f1cd4e4b5e2463150839f", size = 1816230, upload-time = "2025-09-30T23:20:24.22Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a4/37/2b4f828840d3ff32d82b813c3371ec9ee26b3b8dc6b4acbb7a4a579f617a/openai_agents-0.3.3.tar.gz", hash = "sha256:b016381a6890e1cb6879eb23c53c35f8c2312be1117f1cd4e4b5e2463150839f", size = 1816230 } wheels = [ - { url = "https://files.pythonhosted.org/packages/65/59/fd49fd2c3184c0d5fedb8c9c456ae9852154828bca7ee69dce004ea83188/openai_agents-0.3.3-py3-none-any.whl", hash = "sha256:aa2c74e010b923c09f166e63a51fae8c850c62df8581b84bafcbe5bd208d1505", size = 210893, upload-time = "2025-09-30T23:20:22.037Z" }, + { url = "https://files.pythonhosted.org/packages/65/59/fd49fd2c3184c0d5fedb8c9c456ae9852154828bca7ee69dce004ea83188/openai_agents-0.3.3-py3-none-any.whl", hash = "sha256:aa2c74e010b923c09f166e63a51fae8c850c62df8581b84bafcbe5bd208d1505", size = 210893 }, ] [[package]] @@ -3611,9 +3607,9 @@ dependencies = [ { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "uvicorn", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/4a/19/9948f2996c224aff01f6ef415784042c3d710c1e950937b16d9a2c07e47e/openai_chatkit-1.1.0.tar.gz", hash = "sha256:5594341aab29b56fd3396e8d3ad1962ebdb8c44f062a8e315663ac8cf1371c6b", size = 49480, upload-time = "2025-11-03T22:50:05.089Z" } +sdist = { url = "https://files.pythonhosted.org/packages/4a/19/9948f2996c224aff01f6ef415784042c3d710c1e950937b16d9a2c07e47e/openai_chatkit-1.1.0.tar.gz", hash = "sha256:5594341aab29b56fd3396e8d3ad1962ebdb8c44f062a8e315663ac8cf1371c6b", size = 49480 } wheels = [ - { url = "https://files.pythonhosted.org/packages/71/82/07db74ee63d54f3cadab3baaa1534bef0d3699a94d2618c76050cccb0cfe/openai_chatkit-1.1.0-py3-none-any.whl", hash = "sha256:e78f021899fbef1323f3adc3a686f9fe5ee184cd997799a917e9013833e760ba", size = 35424, upload-time = "2025-11-03T22:50:03.788Z" }, + { url = "https://files.pythonhosted.org/packages/71/82/07db74ee63d54f3cadab3baaa1534bef0d3699a94d2618c76050cccb0cfe/openai_chatkit-1.1.0-py3-none-any.whl", hash = "sha256:e78f021899fbef1323f3adc3a686f9fe5ee184cd997799a917e9013833e760ba", size = 35424 }, ] [[package]] @@ -3624,9 +3620,9 @@ dependencies = [ { name = "importlib-metadata", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/08/d8/0f354c375628e048bd0570645b310797299754730079853095bf000fba69/opentelemetry_api-1.38.0.tar.gz", hash = "sha256:f4c193b5e8acb0912b06ac5b16321908dd0843d75049c091487322284a3eea12", size = 65242, upload-time = "2025-10-16T08:35:50.25Z" } +sdist = { url = "https://files.pythonhosted.org/packages/08/d8/0f354c375628e048bd0570645b310797299754730079853095bf000fba69/opentelemetry_api-1.38.0.tar.gz", hash = "sha256:f4c193b5e8acb0912b06ac5b16321908dd0843d75049c091487322284a3eea12", size = 65242 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ae/a2/d86e01c28300bd41bab8f18afd613676e2bd63515417b77636fc1add426f/opentelemetry_api-1.38.0-py3-none-any.whl", hash = "sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582", size = 65947, upload-time = "2025-10-16T08:35:30.23Z" }, + { url = "https://files.pythonhosted.org/packages/ae/a2/d86e01c28300bd41bab8f18afd613676e2bd63515417b77636fc1add426f/opentelemetry_api-1.38.0-py3-none-any.whl", hash = "sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582", size = 65947 }, ] [[package]] @@ -3637,9 +3633,9 @@ dependencies = [ { name = "opentelemetry-exporter-otlp-proto-grpc", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "opentelemetry-exporter-otlp-proto-http", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/c2/2d/16e3487ddde2dee702bd746dd41950a8789b846d22a1c7e64824aac5ebea/opentelemetry_exporter_otlp-1.38.0.tar.gz", hash = "sha256:2f55acdd475e4136117eff20fbf1b9488b1b0b665ab64407516e1ac06f9c3f9d", size = 6147, upload-time = "2025-10-16T08:35:52.53Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c2/2d/16e3487ddde2dee702bd746dd41950a8789b846d22a1c7e64824aac5ebea/opentelemetry_exporter_otlp-1.38.0.tar.gz", hash = "sha256:2f55acdd475e4136117eff20fbf1b9488b1b0b665ab64407516e1ac06f9c3f9d", size = 6147 } wheels = [ - { url = "https://files.pythonhosted.org/packages/fd/8a/81cd252b16b7d95ec1147982b6af81c7932d23918b4c3b15372531242ddd/opentelemetry_exporter_otlp-1.38.0-py3-none-any.whl", hash = "sha256:bc6562cef229fac8887ed7109fc5abc52315f39d9c03fd487bb8b4ef8fbbc231", size = 7018, upload-time = "2025-10-16T08:35:32.995Z" }, + { url = "https://files.pythonhosted.org/packages/fd/8a/81cd252b16b7d95ec1147982b6af81c7932d23918b4c3b15372531242ddd/opentelemetry_exporter_otlp-1.38.0-py3-none-any.whl", hash = "sha256:bc6562cef229fac8887ed7109fc5abc52315f39d9c03fd487bb8b4ef8fbbc231", size = 7018 }, ] [[package]] @@ -3649,9 +3645,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "opentelemetry-proto", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/19/83/dd4660f2956ff88ed071e9e0e36e830df14b8c5dc06722dbde1841accbe8/opentelemetry_exporter_otlp_proto_common-1.38.0.tar.gz", hash = "sha256:e333278afab4695aa8114eeb7bf4e44e65c6607d54968271a249c180b2cb605c", size = 20431, upload-time = "2025-10-16T08:35:53.285Z" } +sdist = { url = "https://files.pythonhosted.org/packages/19/83/dd4660f2956ff88ed071e9e0e36e830df14b8c5dc06722dbde1841accbe8/opentelemetry_exporter_otlp_proto_common-1.38.0.tar.gz", hash = "sha256:e333278afab4695aa8114eeb7bf4e44e65c6607d54968271a249c180b2cb605c", size = 20431 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a7/9e/55a41c9601191e8cd8eb626b54ee6827b9c9d4a46d736f32abc80d8039fc/opentelemetry_exporter_otlp_proto_common-1.38.0-py3-none-any.whl", hash = "sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a", size = 18359, upload-time = "2025-10-16T08:35:34.099Z" }, + { url = "https://files.pythonhosted.org/packages/a7/9e/55a41c9601191e8cd8eb626b54ee6827b9c9d4a46d736f32abc80d8039fc/opentelemetry_exporter_otlp_proto_common-1.38.0-py3-none-any.whl", hash = "sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a", size = 18359 }, ] [[package]] @@ -3667,9 +3663,9 @@ dependencies = [ { name = "opentelemetry-sdk", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/a2/c0/43222f5b97dc10812bc4f0abc5dc7cd0a2525a91b5151d26c9e2e958f52e/opentelemetry_exporter_otlp_proto_grpc-1.38.0.tar.gz", hash = "sha256:2473935e9eac71f401de6101d37d6f3f0f1831db92b953c7dcc912536158ebd6", size = 24676, upload-time = "2025-10-16T08:35:53.83Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a2/c0/43222f5b97dc10812bc4f0abc5dc7cd0a2525a91b5151d26c9e2e958f52e/opentelemetry_exporter_otlp_proto_grpc-1.38.0.tar.gz", hash = "sha256:2473935e9eac71f401de6101d37d6f3f0f1831db92b953c7dcc912536158ebd6", size = 24676 } wheels = [ - { url = "https://files.pythonhosted.org/packages/28/f0/bd831afbdba74ca2ce3982142a2fad707f8c487e8a3b6fef01f1d5945d1b/opentelemetry_exporter_otlp_proto_grpc-1.38.0-py3-none-any.whl", hash = "sha256:7c49fd9b4bd0dbe9ba13d91f764c2d20b0025649a6e4ac35792fb8d84d764bc7", size = 19695, upload-time = "2025-10-16T08:35:35.053Z" }, + { url = "https://files.pythonhosted.org/packages/28/f0/bd831afbdba74ca2ce3982142a2fad707f8c487e8a3b6fef01f1d5945d1b/opentelemetry_exporter_otlp_proto_grpc-1.38.0-py3-none-any.whl", hash = "sha256:7c49fd9b4bd0dbe9ba13d91f764c2d20b0025649a6e4ac35792fb8d84d764bc7", size = 19695 }, ] [[package]] @@ -3685,9 +3681,9 @@ dependencies = [ { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/81/0a/debcdfb029fbd1ccd1563f7c287b89a6f7bef3b2902ade56797bfd020854/opentelemetry_exporter_otlp_proto_http-1.38.0.tar.gz", hash = "sha256:f16bd44baf15cbe07633c5112ffc68229d0edbeac7b37610be0b2def4e21e90b", size = 17282, upload-time = "2025-10-16T08:35:54.422Z" } +sdist = { url = "https://files.pythonhosted.org/packages/81/0a/debcdfb029fbd1ccd1563f7c287b89a6f7bef3b2902ade56797bfd020854/opentelemetry_exporter_otlp_proto_http-1.38.0.tar.gz", hash = "sha256:f16bd44baf15cbe07633c5112ffc68229d0edbeac7b37610be0b2def4e21e90b", size = 17282 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e5/77/154004c99fb9f291f74aa0822a2f5bbf565a72d8126b3a1b63ed8e5f83c7/opentelemetry_exporter_otlp_proto_http-1.38.0-py3-none-any.whl", hash = "sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b", size = 19579, upload-time = "2025-10-16T08:35:36.269Z" }, + { url = "https://files.pythonhosted.org/packages/e5/77/154004c99fb9f291f74aa0822a2f5bbf565a72d8126b3a1b63ed8e5f83c7/opentelemetry_exporter_otlp_proto_http-1.38.0-py3-none-any.whl", hash = "sha256:84b937305edfc563f08ec69b9cb2298be8188371217e867c1854d77198d0825b", size = 19579 }, ] [[package]] @@ -3700,9 +3696,9 @@ dependencies = [ { name = "packaging", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "wrapt", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/04/ed/9c65cd209407fd807fa05be03ee30f159bdac8d59e7ea16a8fe5a1601222/opentelemetry_instrumentation-0.59b0.tar.gz", hash = "sha256:6010f0faaacdaf7c4dff8aac84e226d23437b331dcda7e70367f6d73a7db1adc", size = 31544, upload-time = "2025-10-16T08:39:31.959Z" } +sdist = { url = "https://files.pythonhosted.org/packages/04/ed/9c65cd209407fd807fa05be03ee30f159bdac8d59e7ea16a8fe5a1601222/opentelemetry_instrumentation-0.59b0.tar.gz", hash = "sha256:6010f0faaacdaf7c4dff8aac84e226d23437b331dcda7e70367f6d73a7db1adc", size = 31544 } wheels = [ - { url = "https://files.pythonhosted.org/packages/10/f5/7a40ff3f62bfe715dad2f633d7f1174ba1a7dd74254c15b2558b3401262a/opentelemetry_instrumentation-0.59b0-py3-none-any.whl", hash = "sha256:44082cc8fe56b0186e87ee8f7c17c327c4c2ce93bdbe86496e600985d74368ee", size = 33020, upload-time = "2025-10-16T08:38:31.463Z" }, + { url = "https://files.pythonhosted.org/packages/10/f5/7a40ff3f62bfe715dad2f633d7f1174ba1a7dd74254c15b2558b3401262a/opentelemetry_instrumentation-0.59b0-py3-none-any.whl", hash = "sha256:44082cc8fe56b0186e87ee8f7c17c327c4c2ce93bdbe86496e600985d74368ee", size = 33020 }, ] [[package]] @@ -3712,9 +3708,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "protobuf", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/51/14/f0c4f0f6371b9cb7f9fa9ee8918bfd59ac7040c7791f1e6da32a1839780d/opentelemetry_proto-1.38.0.tar.gz", hash = "sha256:88b161e89d9d372ce723da289b7da74c3a8354a8e5359992be813942969ed468", size = 46152, upload-time = "2025-10-16T08:36:01.612Z" } +sdist = { url = "https://files.pythonhosted.org/packages/51/14/f0c4f0f6371b9cb7f9fa9ee8918bfd59ac7040c7791f1e6da32a1839780d/opentelemetry_proto-1.38.0.tar.gz", hash = "sha256:88b161e89d9d372ce723da289b7da74c3a8354a8e5359992be813942969ed468", size = 46152 } wheels = [ - { url = "https://files.pythonhosted.org/packages/b6/6a/82b68b14efca5150b2632f3692d627afa76b77378c4999f2648979409528/opentelemetry_proto-1.38.0-py3-none-any.whl", hash = "sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18", size = 72535, upload-time = "2025-10-16T08:35:45.749Z" }, + { url = "https://files.pythonhosted.org/packages/b6/6a/82b68b14efca5150b2632f3692d627afa76b77378c4999f2648979409528/opentelemetry_proto-1.38.0-py3-none-any.whl", hash = "sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18", size = 72535 }, ] [[package]] @@ -3726,9 +3722,9 @@ dependencies = [ { name = "opentelemetry-semantic-conventions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/85/cb/f0eee1445161faf4c9af3ba7b848cc22a50a3d3e2515051ad8628c35ff80/opentelemetry_sdk-1.38.0.tar.gz", hash = "sha256:93df5d4d871ed09cb4272305be4d996236eedb232253e3ab864c8620f051cebe", size = 171942, upload-time = "2025-10-16T08:36:02.257Z" } +sdist = { url = "https://files.pythonhosted.org/packages/85/cb/f0eee1445161faf4c9af3ba7b848cc22a50a3d3e2515051ad8628c35ff80/opentelemetry_sdk-1.38.0.tar.gz", hash = "sha256:93df5d4d871ed09cb4272305be4d996236eedb232253e3ab864c8620f051cebe", size = 171942 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2f/2e/e93777a95d7d9c40d270a371392b6d6f1ff170c2a3cb32d6176741b5b723/opentelemetry_sdk-1.38.0-py3-none-any.whl", hash = "sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b", size = 132349, upload-time = "2025-10-16T08:35:46.995Z" }, + { url = "https://files.pythonhosted.org/packages/2f/2e/e93777a95d7d9c40d270a371392b6d6f1ff170c2a3cb32d6176741b5b723/opentelemetry_sdk-1.38.0-py3-none-any.whl", hash = "sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b", size = 132349 }, ] [[package]] @@ -3739,126 +3735,126 @@ dependencies = [ { name = "opentelemetry-api", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/40/bc/8b9ad3802cd8ac6583a4eb7de7e5d7db004e89cb7efe7008f9c8a537ee75/opentelemetry_semantic_conventions-0.59b0.tar.gz", hash = "sha256:7a6db3f30d70202d5bf9fa4b69bc866ca6a30437287de6c510fb594878aed6b0", size = 129861, upload-time = "2025-10-16T08:36:03.346Z" } +sdist = { url = "https://files.pythonhosted.org/packages/40/bc/8b9ad3802cd8ac6583a4eb7de7e5d7db004e89cb7efe7008f9c8a537ee75/opentelemetry_semantic_conventions-0.59b0.tar.gz", hash = "sha256:7a6db3f30d70202d5bf9fa4b69bc866ca6a30437287de6c510fb594878aed6b0", size = 129861 } wheels = [ - { url = "https://files.pythonhosted.org/packages/24/7d/c88d7b15ba8fe5c6b8f93be50fc11795e9fc05386c44afaf6b76fe191f9b/opentelemetry_semantic_conventions-0.59b0-py3-none-any.whl", hash = "sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed", size = 207954, upload-time = "2025-10-16T08:35:48.054Z" }, + { url = "https://files.pythonhosted.org/packages/24/7d/c88d7b15ba8fe5c6b8f93be50fc11795e9fc05386c44afaf6b76fe191f9b/opentelemetry_semantic_conventions-0.59b0-py3-none-any.whl", hash = "sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed", size = 207954 }, ] [[package]] name = "opentelemetry-semantic-conventions-ai" version = "0.4.13" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ba/e6/40b59eda51ac47009fb47afcdf37c6938594a0bd7f3b9fadcbc6058248e3/opentelemetry_semantic_conventions_ai-0.4.13.tar.gz", hash = "sha256:94efa9fb4ffac18c45f54a3a338ffeb7eedb7e1bb4d147786e77202e159f0036", size = 5368, upload-time = "2025-08-22T10:14:17.387Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ba/e6/40b59eda51ac47009fb47afcdf37c6938594a0bd7f3b9fadcbc6058248e3/opentelemetry_semantic_conventions_ai-0.4.13.tar.gz", hash = "sha256:94efa9fb4ffac18c45f54a3a338ffeb7eedb7e1bb4d147786e77202e159f0036", size = 5368 } wheels = [ - { url = "https://files.pythonhosted.org/packages/35/b5/cf25da2218910f0d6cdf7f876a06bed118c4969eacaf60a887cbaef44f44/opentelemetry_semantic_conventions_ai-0.4.13-py3-none-any.whl", hash = "sha256:883a30a6bb5deaec0d646912b5f9f6dcbb9f6f72557b73d0f2560bf25d13e2d5", size = 6080, upload-time = "2025-08-22T10:14:16.477Z" }, + { url = "https://files.pythonhosted.org/packages/35/b5/cf25da2218910f0d6cdf7f876a06bed118c4969eacaf60a887cbaef44f44/opentelemetry_semantic_conventions_ai-0.4.13-py3-none-any.whl", hash = "sha256:883a30a6bb5deaec0d646912b5f9f6dcbb9f6f72557b73d0f2560bf25d13e2d5", size = 6080 }, ] [[package]] name = "ordered-set" version = "4.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/4c/ca/bfac8bc689799bcca4157e0e0ced07e70ce125193fc2e166d2e685b7e2fe/ordered-set-4.1.0.tar.gz", hash = "sha256:694a8e44c87657c59292ede72891eb91d34131f6531463aab3009191c77364a8", size = 12826, upload-time = "2022-01-26T14:38:56.6Z" } +sdist = { url = "https://files.pythonhosted.org/packages/4c/ca/bfac8bc689799bcca4157e0e0ced07e70ce125193fc2e166d2e685b7e2fe/ordered-set-4.1.0.tar.gz", hash = "sha256:694a8e44c87657c59292ede72891eb91d34131f6531463aab3009191c77364a8", size = 12826 } wheels = [ - { url = "https://files.pythonhosted.org/packages/33/55/af02708f230eb77084a299d7b08175cff006dea4f2721074b92cdb0296c0/ordered_set-4.1.0-py3-none-any.whl", hash = "sha256:046e1132c71fcf3330438a539928932caf51ddbc582496833e23de611de14562", size = 7634, upload-time = "2022-01-26T14:38:48.677Z" }, + { url = "https://files.pythonhosted.org/packages/33/55/af02708f230eb77084a299d7b08175cff006dea4f2721074b92cdb0296c0/ordered_set-4.1.0-py3-none-any.whl", hash = "sha256:046e1132c71fcf3330438a539928932caf51ddbc582496833e23de611de14562", size = 7634 }, ] [[package]] name = "orderly-set" version = "5.5.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/4a/88/39c83c35d5e97cc203e9e77a4f93bf87ec89cf6a22ac4818fdcc65d66584/orderly_set-5.5.0.tar.gz", hash = "sha256:e87185c8e4d8afa64e7f8160ee2c542a475b738bc891dc3f58102e654125e6ce", size = 27414, upload-time = "2025-07-10T20:10:55.885Z" } +sdist = { url = "https://files.pythonhosted.org/packages/4a/88/39c83c35d5e97cc203e9e77a4f93bf87ec89cf6a22ac4818fdcc65d66584/orderly_set-5.5.0.tar.gz", hash = "sha256:e87185c8e4d8afa64e7f8160ee2c542a475b738bc891dc3f58102e654125e6ce", size = 27414 } wheels = [ - { url = "https://files.pythonhosted.org/packages/12/27/fb8d7338b4d551900fa3e580acbe7a0cf655d940e164cb5c00ec31961094/orderly_set-5.5.0-py3-none-any.whl", hash = "sha256:46f0b801948e98f427b412fcabb831677194c05c3b699b80de260374baa0b1e7", size = 13068, upload-time = "2025-07-10T20:10:54.377Z" }, + { url = "https://files.pythonhosted.org/packages/12/27/fb8d7338b4d551900fa3e580acbe7a0cf655d940e164cb5c00ec31961094/orderly_set-5.5.0-py3-none-any.whl", hash = "sha256:46f0b801948e98f427b412fcabb831677194c05c3b699b80de260374baa0b1e7", size = 13068 }, ] [[package]] name = "orjson" version = "3.11.4" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/c6/fe/ed708782d6709cc60eb4c2d8a361a440661f74134675c72990f2c48c785f/orjson-3.11.4.tar.gz", hash = "sha256:39485f4ab4c9b30a3943cfe99e1a213c4776fb69e8abd68f66b83d5a0b0fdc6d", size = 5945188, upload-time = "2025-10-24T15:50:38.027Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/e0/30/5aed63d5af1c8b02fbd2a8d83e2a6c8455e30504c50dbf08c8b51403d873/orjson-3.11.4-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:e3aa2118a3ece0d25489cbe48498de8a5d580e42e8d9979f65bf47900a15aba1", size = 243870, upload-time = "2025-10-24T15:48:28.908Z" }, - { url = "https://files.pythonhosted.org/packages/44/1f/da46563c08bef33c41fd63c660abcd2184b4d2b950c8686317d03b9f5f0c/orjson-3.11.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a69ab657a4e6733133a3dca82768f2f8b884043714e8d2b9ba9f52b6efef5c44", size = 130622, upload-time = "2025-10-24T15:48:31.361Z" }, - { url = "https://files.pythonhosted.org/packages/02/bd/b551a05d0090eab0bf8008a13a14edc0f3c3e0236aa6f5b697760dd2817b/orjson-3.11.4-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3740bffd9816fc0326ddc406098a3a8f387e42223f5f455f2a02a9f834ead80c", size = 129344, upload-time = "2025-10-24T15:48:32.71Z" }, - { url = "https://files.pythonhosted.org/packages/87/6c/9ddd5e609f443b2548c5e7df3c44d0e86df2c68587a0e20c50018cdec535/orjson-3.11.4-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:65fd2f5730b1bf7f350c6dc896173d3460d235c4be007af73986d7cd9a2acd23", size = 136633, upload-time = "2025-10-24T15:48:34.128Z" }, - { url = "https://files.pythonhosted.org/packages/95/f2/9f04f2874c625a9fb60f6918c33542320661255323c272e66f7dcce14df2/orjson-3.11.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9fdc3ae730541086158d549c97852e2eea6820665d4faf0f41bf99df41bc11ea", size = 137695, upload-time = "2025-10-24T15:48:35.654Z" }, - { url = "https://files.pythonhosted.org/packages/d2/c2/c7302afcbdfe8a891baae0e2cee091583a30e6fa613e8bdf33b0e9c8a8c7/orjson-3.11.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e10b4d65901da88845516ce9f7f9736f9638d19a1d483b3883dc0182e6e5edba", size = 136879, upload-time = "2025-10-24T15:48:37.483Z" }, - { url = "https://files.pythonhosted.org/packages/c6/3a/b31c8f0182a3e27f48e703f46e61bb769666cd0dac4700a73912d07a1417/orjson-3.11.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fb6a03a678085f64b97f9d4a9ae69376ce91a3a9e9b56a82b1580d8e1d501aff", size = 136374, upload-time = "2025-10-24T15:48:38.624Z" }, - { url = "https://files.pythonhosted.org/packages/29/d0/fd9ab96841b090d281c46df566b7f97bc6c8cd9aff3f3ebe99755895c406/orjson-3.11.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:2c82e4f0b1c712477317434761fbc28b044c838b6b1240d895607441412371ac", size = 140519, upload-time = "2025-10-24T15:48:39.756Z" }, - { url = "https://files.pythonhosted.org/packages/d6/ce/36eb0f15978bb88e33a3480e1a3fb891caa0f189ba61ce7713e0ccdadabf/orjson-3.11.4-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:d58c166a18f44cc9e2bad03a327dc2d1a3d2e85b847133cfbafd6bfc6719bd79", size = 406522, upload-time = "2025-10-24T15:48:41.198Z" }, - { url = "https://files.pythonhosted.org/packages/85/11/e8af3161a288f5c6a00c188fc729c7ba193b0cbc07309a1a29c004347c30/orjson-3.11.4-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:94f206766bf1ea30e1382e4890f763bd1eefddc580e08fec1ccdc20ddd95c827", size = 149790, upload-time = "2025-10-24T15:48:42.664Z" }, - { url = "https://files.pythonhosted.org/packages/ea/96/209d52db0cf1e10ed48d8c194841e383e23c2ced5a2ee766649fe0e32d02/orjson-3.11.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:41bf25fb39a34cf8edb4398818523277ee7096689db352036a9e8437f2f3ee6b", size = 140040, upload-time = "2025-10-24T15:48:44.042Z" }, - { url = "https://files.pythonhosted.org/packages/ef/0e/526db1395ccb74c3d59ac1660b9a325017096dc5643086b38f27662b4add/orjson-3.11.4-cp310-cp310-win32.whl", hash = "sha256:fa9627eba4e82f99ca6d29bc967f09aba446ee2b5a1ea728949ede73d313f5d3", size = 135955, upload-time = "2025-10-24T15:48:45.495Z" }, - { url = "https://files.pythonhosted.org/packages/e6/69/18a778c9de3702b19880e73c9866b91cc85f904b885d816ba1ab318b223c/orjson-3.11.4-cp310-cp310-win_amd64.whl", hash = "sha256:23ef7abc7fca96632d8174ac115e668c1e931b8fe4dde586e92a500bf1914dcc", size = 131577, upload-time = "2025-10-24T15:48:46.609Z" }, - { url = "https://files.pythonhosted.org/packages/63/1d/1ea6005fffb56715fd48f632611e163d1604e8316a5bad2288bee9a1c9eb/orjson-3.11.4-cp311-cp311-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:5e59d23cd93ada23ec59a96f215139753fbfe3a4d989549bcb390f8c00370b39", size = 243498, upload-time = "2025-10-24T15:48:48.101Z" }, - { url = "https://files.pythonhosted.org/packages/37/d7/ffed10c7da677f2a9da307d491b9eb1d0125b0307019c4ad3d665fd31f4f/orjson-3.11.4-cp311-cp311-macosx_15_0_arm64.whl", hash = "sha256:5c3aedecfc1beb988c27c79d52ebefab93b6c3921dbec361167e6559aba2d36d", size = 128961, upload-time = "2025-10-24T15:48:49.571Z" }, - { url = "https://files.pythonhosted.org/packages/a2/96/3e4d10a18866d1368f73c8c44b7fe37cc8a15c32f2a7620be3877d4c55a3/orjson-3.11.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da9e5301f1c2caa2a9a4a303480d79c9ad73560b2e7761de742ab39fe59d9175", size = 130321, upload-time = "2025-10-24T15:48:50.713Z" }, - { url = "https://files.pythonhosted.org/packages/eb/1f/465f66e93f434f968dd74d5b623eb62c657bdba2332f5a8be9f118bb74c7/orjson-3.11.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8873812c164a90a79f65368f8f96817e59e35d0cc02786a5356f0e2abed78040", size = 129207, upload-time = "2025-10-24T15:48:52.193Z" }, - { url = "https://files.pythonhosted.org/packages/28/43/d1e94837543321c119dff277ae8e348562fe8c0fafbb648ef7cb0c67e521/orjson-3.11.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5d7feb0741ebb15204e748f26c9638e6665a5fa93c37a2c73d64f1669b0ddc63", size = 136323, upload-time = "2025-10-24T15:48:54.806Z" }, - { url = "https://files.pythonhosted.org/packages/bf/04/93303776c8890e422a5847dd012b4853cdd88206b8bbd3edc292c90102d1/orjson-3.11.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:01ee5487fefee21e6910da4c2ee9eef005bee568a0879834df86f888d2ffbdd9", size = 137440, upload-time = "2025-10-24T15:48:56.326Z" }, - { url = "https://files.pythonhosted.org/packages/1e/ef/75519d039e5ae6b0f34d0336854d55544ba903e21bf56c83adc51cd8bf82/orjson-3.11.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d40d46f348c0321df01507f92b95a377240c4ec31985225a6668f10e2676f9a", size = 136680, upload-time = "2025-10-24T15:48:57.476Z" }, - { url = "https://files.pythonhosted.org/packages/b5/18/bf8581eaae0b941b44efe14fee7b7862c3382fbc9a0842132cfc7cf5ecf4/orjson-3.11.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95713e5fc8af84d8edc75b785d2386f653b63d62b16d681687746734b4dfc0be", size = 136160, upload-time = "2025-10-24T15:48:59.631Z" }, - { url = "https://files.pythonhosted.org/packages/c4/35/a6d582766d351f87fc0a22ad740a641b0a8e6fc47515e8614d2e4790ae10/orjson-3.11.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ad73ede24f9083614d6c4ca9a85fe70e33be7bf047ec586ee2363bc7418fe4d7", size = 140318, upload-time = "2025-10-24T15:49:00.834Z" }, - { url = "https://files.pythonhosted.org/packages/76/b3/5a4801803ab2e2e2d703bce1a56540d9f99a9143fbec7bf63d225044fef8/orjson-3.11.4-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:842289889de515421f3f224ef9c1f1efb199a32d76d8d2ca2706fa8afe749549", size = 406330, upload-time = "2025-10-24T15:49:02.327Z" }, - { url = "https://files.pythonhosted.org/packages/80/55/a8f682f64833e3a649f620eafefee175cbfeb9854fc5b710b90c3bca45df/orjson-3.11.4-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:3b2427ed5791619851c52a1261b45c233930977e7de8cf36de05636c708fa905", size = 149580, upload-time = "2025-10-24T15:49:03.517Z" }, - { url = "https://files.pythonhosted.org/packages/ad/e4/c132fa0c67afbb3eb88274fa98df9ac1f631a675e7877037c611805a4413/orjson-3.11.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:3c36e524af1d29982e9b190573677ea02781456b2e537d5840e4538a5ec41907", size = 139846, upload-time = "2025-10-24T15:49:04.761Z" }, - { url = "https://files.pythonhosted.org/packages/54/06/dc3491489efd651fef99c5908e13951abd1aead1257c67f16135f95ce209/orjson-3.11.4-cp311-cp311-win32.whl", hash = "sha256:87255b88756eab4a68ec61837ca754e5d10fa8bc47dc57f75cedfeaec358d54c", size = 135781, upload-time = "2025-10-24T15:49:05.969Z" }, - { url = "https://files.pythonhosted.org/packages/79/b7/5e5e8d77bd4ea02a6ac54c42c818afb01dd31961be8a574eb79f1d2cfb1e/orjson-3.11.4-cp311-cp311-win_amd64.whl", hash = "sha256:e2d5d5d798aba9a0e1fede8d853fa899ce2cb930ec0857365f700dffc2c7af6a", size = 131391, upload-time = "2025-10-24T15:49:07.355Z" }, - { url = "https://files.pythonhosted.org/packages/0f/dc/9484127cc1aa213be398ed735f5f270eedcb0c0977303a6f6ddc46b60204/orjson-3.11.4-cp311-cp311-win_arm64.whl", hash = "sha256:6bb6bb41b14c95d4f2702bce9975fda4516f1db48e500102fc4d8119032ff045", size = 126252, upload-time = "2025-10-24T15:49:08.869Z" }, - { url = "https://files.pythonhosted.org/packages/63/51/6b556192a04595b93e277a9ff71cd0cc06c21a7df98bcce5963fa0f5e36f/orjson-3.11.4-cp312-cp312-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:d4371de39319d05d3f482f372720b841c841b52f5385bd99c61ed69d55d9ab50", size = 243571, upload-time = "2025-10-24T15:49:10.008Z" }, - { url = "https://files.pythonhosted.org/packages/1c/2c/2602392ddf2601d538ff11848b98621cd465d1a1ceb9db9e8043181f2f7b/orjson-3.11.4-cp312-cp312-macosx_15_0_arm64.whl", hash = "sha256:e41fd3b3cac850eaae78232f37325ed7d7436e11c471246b87b2cd294ec94853", size = 128891, upload-time = "2025-10-24T15:49:11.297Z" }, - { url = "https://files.pythonhosted.org/packages/4e/47/bf85dcf95f7a3a12bf223394a4f849430acd82633848d52def09fa3f46ad/orjson-3.11.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:600e0e9ca042878c7fdf189cf1b028fe2c1418cc9195f6cb9824eb6ed99cb938", size = 130137, upload-time = "2025-10-24T15:49:12.544Z" }, - { url = "https://files.pythonhosted.org/packages/b4/4d/a0cb31007f3ab6f1fd2a1b17057c7c349bc2baf8921a85c0180cc7be8011/orjson-3.11.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7bbf9b333f1568ef5da42bc96e18bf30fd7f8d54e9ae066d711056add508e415", size = 129152, upload-time = "2025-10-24T15:49:13.754Z" }, - { url = "https://files.pythonhosted.org/packages/f7/ef/2811def7ce3d8576b19e3929fff8f8f0d44bc5eb2e0fdecb2e6e6cc6c720/orjson-3.11.4-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4806363144bb6e7297b8e95870e78d30a649fdc4e23fc84daa80c8ebd366ce44", size = 136834, upload-time = "2025-10-24T15:49:15.307Z" }, - { url = "https://files.pythonhosted.org/packages/00/d4/9aee9e54f1809cec8ed5abd9bc31e8a9631d19460e3b8470145d25140106/orjson-3.11.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ad355e8308493f527d41154e9053b86a5be892b3b359a5c6d5d95cda23601cb2", size = 137519, upload-time = "2025-10-24T15:49:16.557Z" }, - { url = "https://files.pythonhosted.org/packages/db/ea/67bfdb5465d5679e8ae8d68c11753aaf4f47e3e7264bad66dc2f2249e643/orjson-3.11.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c8a7517482667fb9f0ff1b2f16fe5829296ed7a655d04d68cd9711a4d8a4e708", size = 136749, upload-time = "2025-10-24T15:49:17.796Z" }, - { url = "https://files.pythonhosted.org/packages/01/7e/62517dddcfce6d53a39543cd74d0dccfcbdf53967017c58af68822100272/orjson-3.11.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:97eb5942c7395a171cbfecc4ef6701fc3c403e762194683772df4c54cfbb2210", size = 136325, upload-time = "2025-10-24T15:49:19.347Z" }, - { url = "https://files.pythonhosted.org/packages/18/ae/40516739f99ab4c7ec3aaa5cc242d341fcb03a45d89edeeaabc5f69cb2cf/orjson-3.11.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:149d95d5e018bdd822e3f38c103b1a7c91f88d38a88aada5c4e9b3a73a244241", size = 140204, upload-time = "2025-10-24T15:49:20.545Z" }, - { url = "https://files.pythonhosted.org/packages/82/18/ff5734365623a8916e3a4037fcef1cd1782bfc14cf0992afe7940c5320bf/orjson-3.11.4-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:624f3951181eb46fc47dea3d221554e98784c823e7069edb5dbd0dc826ac909b", size = 406242, upload-time = "2025-10-24T15:49:21.884Z" }, - { url = "https://files.pythonhosted.org/packages/e1/43/96436041f0a0c8c8deca6a05ebeaf529bf1de04839f93ac5e7c479807aec/orjson-3.11.4-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:03bfa548cf35e3f8b3a96c4e8e41f753c686ff3d8e182ce275b1751deddab58c", size = 150013, upload-time = "2025-10-24T15:49:23.185Z" }, - { url = "https://files.pythonhosted.org/packages/1b/48/78302d98423ed8780479a1e682b9aecb869e8404545d999d34fa486e573e/orjson-3.11.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:525021896afef44a68148f6ed8a8bf8375553d6066c7f48537657f64823565b9", size = 139951, upload-time = "2025-10-24T15:49:24.428Z" }, - { url = "https://files.pythonhosted.org/packages/4a/7b/ad613fdcdaa812f075ec0875143c3d37f8654457d2af17703905425981bf/orjson-3.11.4-cp312-cp312-win32.whl", hash = "sha256:b58430396687ce0f7d9eeb3dd47761ca7d8fda8e9eb92b3077a7a353a75efefa", size = 136049, upload-time = "2025-10-24T15:49:25.973Z" }, - { url = "https://files.pythonhosted.org/packages/b9/3c/9cf47c3ff5f39b8350fb21ba65d789b6a1129d4cbb3033ba36c8a9023520/orjson-3.11.4-cp312-cp312-win_amd64.whl", hash = "sha256:c6dbf422894e1e3c80a177133c0dda260f81428f9de16d61041949f6a2e5c140", size = 131461, upload-time = "2025-10-24T15:49:27.259Z" }, - { url = "https://files.pythonhosted.org/packages/c6/3b/e2425f61e5825dc5b08c2a5a2b3af387eaaca22a12b9c8c01504f8614c36/orjson-3.11.4-cp312-cp312-win_arm64.whl", hash = "sha256:d38d2bc06d6415852224fcc9c0bfa834c25431e466dc319f0edd56cca81aa96e", size = 126167, upload-time = "2025-10-24T15:49:28.511Z" }, - { url = "https://files.pythonhosted.org/packages/23/15/c52aa7112006b0f3d6180386c3a46ae057f932ab3425bc6f6ac50431cca1/orjson-3.11.4-cp313-cp313-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:2d6737d0e616a6e053c8b4acc9eccea6b6cce078533666f32d140e4f85002534", size = 243525, upload-time = "2025-10-24T15:49:29.737Z" }, - { url = "https://files.pythonhosted.org/packages/ec/38/05340734c33b933fd114f161f25a04e651b0c7c33ab95e9416ade5cb44b8/orjson-3.11.4-cp313-cp313-macosx_15_0_arm64.whl", hash = "sha256:afb14052690aa328cc118a8e09f07c651d301a72e44920b887c519b313d892ff", size = 128871, upload-time = "2025-10-24T15:49:31.109Z" }, - { url = "https://files.pythonhosted.org/packages/55/b9/ae8d34899ff0c012039b5a7cb96a389b2476e917733294e498586b45472d/orjson-3.11.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:38aa9e65c591febb1b0aed8da4d469eba239d434c218562df179885c94e1a3ad", size = 130055, upload-time = "2025-10-24T15:49:33.382Z" }, - { url = "https://files.pythonhosted.org/packages/33/aa/6346dd5073730451bee3681d901e3c337e7ec17342fb79659ec9794fc023/orjson-3.11.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f2cf4dfaf9163b0728d061bebc1e08631875c51cd30bf47cb9e3293bfbd7dcd5", size = 129061, upload-time = "2025-10-24T15:49:34.935Z" }, - { url = "https://files.pythonhosted.org/packages/39/e4/8eea51598f66a6c853c380979912d17ec510e8e66b280d968602e680b942/orjson-3.11.4-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:89216ff3dfdde0e4070932e126320a1752c9d9a758d6a32ec54b3b9334991a6a", size = 136541, upload-time = "2025-10-24T15:49:36.923Z" }, - { url = "https://files.pythonhosted.org/packages/9a/47/cb8c654fa9adcc60e99580e17c32b9e633290e6239a99efa6b885aba9dbc/orjson-3.11.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9daa26ca8e97fae0ce8aa5d80606ef8f7914e9b129b6b5df9104266f764ce436", size = 137535, upload-time = "2025-10-24T15:49:38.307Z" }, - { url = "https://files.pythonhosted.org/packages/43/92/04b8cc5c2b729f3437ee013ce14a60ab3d3001465d95c184758f19362f23/orjson-3.11.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5c8b2769dc31883c44a9cd126560327767f848eb95f99c36c9932f51090bfce9", size = 136703, upload-time = "2025-10-24T15:49:40.795Z" }, - { url = "https://files.pythonhosted.org/packages/aa/fd/d0733fcb9086b8be4ebcfcda2d0312865d17d0d9884378b7cffb29d0763f/orjson-3.11.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1469d254b9884f984026bd9b0fa5bbab477a4bfe558bba6848086f6d43eb5e73", size = 136293, upload-time = "2025-10-24T15:49:42.347Z" }, - { url = "https://files.pythonhosted.org/packages/c2/d7/3c5514e806837c210492d72ae30ccf050ce3f940f45bf085bab272699ef4/orjson-3.11.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:68e44722541983614e37117209a194e8c3ad07838ccb3127d96863c95ec7f1e0", size = 140131, upload-time = "2025-10-24T15:49:43.638Z" }, - { url = "https://files.pythonhosted.org/packages/9c/dd/ba9d32a53207babf65bd510ac4d0faaa818bd0df9a9c6f472fe7c254f2e3/orjson-3.11.4-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:8e7805fda9672c12be2f22ae124dcd7b03928d6c197544fe12174b86553f3196", size = 406164, upload-time = "2025-10-24T15:49:45.498Z" }, - { url = "https://files.pythonhosted.org/packages/8e/f9/f68ad68f4af7c7bde57cd514eaa2c785e500477a8bc8f834838eb696a685/orjson-3.11.4-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:04b69c14615fb4434ab867bf6f38b2d649f6f300af30a6705397e895f7aec67a", size = 149859, upload-time = "2025-10-24T15:49:46.981Z" }, - { url = "https://files.pythonhosted.org/packages/b6/d2/7f847761d0c26818395b3d6b21fb6bc2305d94612a35b0a30eae65a22728/orjson-3.11.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:639c3735b8ae7f970066930e58cf0ed39a852d417c24acd4a25fc0b3da3c39a6", size = 139926, upload-time = "2025-10-24T15:49:48.321Z" }, - { url = "https://files.pythonhosted.org/packages/9f/37/acd14b12dc62db9a0e1d12386271b8661faae270b22492580d5258808975/orjson-3.11.4-cp313-cp313-win32.whl", hash = "sha256:6c13879c0d2964335491463302a6ca5ad98105fc5db3565499dcb80b1b4bd839", size = 136007, upload-time = "2025-10-24T15:49:49.938Z" }, - { url = "https://files.pythonhosted.org/packages/c0/a9/967be009ddf0a1fffd7a67de9c36656b28c763659ef91352acc02cbe364c/orjson-3.11.4-cp313-cp313-win_amd64.whl", hash = "sha256:09bf242a4af98732db9f9a1ec57ca2604848e16f132e3f72edfd3c5c96de009a", size = 131314, upload-time = "2025-10-24T15:49:51.248Z" }, - { url = "https://files.pythonhosted.org/packages/cb/db/399abd6950fbd94ce125cb8cd1a968def95174792e127b0642781e040ed4/orjson-3.11.4-cp313-cp313-win_arm64.whl", hash = "sha256:a85f0adf63319d6c1ba06fb0dbf997fced64a01179cf17939a6caca662bf92de", size = 126152, upload-time = "2025-10-24T15:49:52.922Z" }, - { url = "https://files.pythonhosted.org/packages/25/e3/54ff63c093cc1697e758e4fceb53164dd2661a7d1bcd522260ba09f54533/orjson-3.11.4-cp314-cp314-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:42d43a1f552be1a112af0b21c10a5f553983c2a0938d2bbb8ecd8bc9fb572803", size = 243501, upload-time = "2025-10-24T15:49:54.288Z" }, - { url = "https://files.pythonhosted.org/packages/ac/7d/e2d1076ed2e8e0ae9badca65bf7ef22710f93887b29eaa37f09850604e09/orjson-3.11.4-cp314-cp314-macosx_15_0_arm64.whl", hash = "sha256:26a20f3fbc6c7ff2cb8e89c4c5897762c9d88cf37330c6a117312365d6781d54", size = 128862, upload-time = "2025-10-24T15:49:55.961Z" }, - { url = "https://files.pythonhosted.org/packages/9f/37/ca2eb40b90621faddfa9517dfe96e25f5ae4d8057a7c0cdd613c17e07b2c/orjson-3.11.4-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e3f20be9048941c7ffa8fc523ccbd17f82e24df1549d1d1fe9317712d19938e", size = 130047, upload-time = "2025-10-24T15:49:57.406Z" }, - { url = "https://files.pythonhosted.org/packages/c7/62/1021ed35a1f2bad9040f05fa4cc4f9893410df0ba3eaa323ccf899b1c90a/orjson-3.11.4-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:aac364c758dc87a52e68e349924d7e4ded348dedff553889e4d9f22f74785316", size = 129073, upload-time = "2025-10-24T15:49:58.782Z" }, - { url = "https://files.pythonhosted.org/packages/e8/3f/f84d966ec2a6fd5f73b1a707e7cd876813422ae4bf9f0145c55c9c6a0f57/orjson-3.11.4-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d5c54a6d76e3d741dcc3f2707f8eeb9ba2a791d3adbf18f900219b62942803b1", size = 136597, upload-time = "2025-10-24T15:50:00.12Z" }, - { url = "https://files.pythonhosted.org/packages/32/78/4fa0aeca65ee82bbabb49e055bd03fa4edea33f7c080c5c7b9601661ef72/orjson-3.11.4-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f28485bdca8617b79d44627f5fb04336897041dfd9fa66d383a49d09d86798bc", size = 137515, upload-time = "2025-10-24T15:50:01.57Z" }, - { url = "https://files.pythonhosted.org/packages/c1/9d/0c102e26e7fde40c4c98470796d050a2ec1953897e2c8ab0cb95b0759fa2/orjson-3.11.4-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bfc2a484cad3585e4ba61985a6062a4c2ed5c7925db6d39f1fa267c9d166487f", size = 136703, upload-time = "2025-10-24T15:50:02.944Z" }, - { url = "https://files.pythonhosted.org/packages/df/ac/2de7188705b4cdfaf0b6c97d2f7849c17d2003232f6e70df98602173f788/orjson-3.11.4-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e34dbd508cb91c54f9c9788923daca129fe5b55c5b4eebe713bf5ed3791280cf", size = 136311, upload-time = "2025-10-24T15:50:04.441Z" }, - { url = "https://files.pythonhosted.org/packages/e0/52/847fcd1a98407154e944feeb12e3b4d487a0e264c40191fb44d1269cbaa1/orjson-3.11.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b13c478fa413d4b4ee606ec8e11c3b2e52683a640b006bb586b3041c2ca5f606", size = 140127, upload-time = "2025-10-24T15:50:07.398Z" }, - { url = "https://files.pythonhosted.org/packages/c1/ae/21d208f58bdb847dd4d0d9407e2929862561841baa22bdab7aea10ca088e/orjson-3.11.4-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:724ca721ecc8a831b319dcd72cfa370cc380db0bf94537f08f7edd0a7d4e1780", size = 406201, upload-time = "2025-10-24T15:50:08.796Z" }, - { url = "https://files.pythonhosted.org/packages/8d/55/0789d6de386c8366059db098a628e2ad8798069e94409b0d8935934cbcb9/orjson-3.11.4-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:977c393f2e44845ce1b540e19a786e9643221b3323dae190668a98672d43fb23", size = 149872, upload-time = "2025-10-24T15:50:10.234Z" }, - { url = "https://files.pythonhosted.org/packages/cc/1d/7ff81ea23310e086c17b41d78a72270d9de04481e6113dbe2ac19118f7fb/orjson-3.11.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:1e539e382cf46edec157ad66b0b0872a90d829a6b71f17cb633d6c160a223155", size = 139931, upload-time = "2025-10-24T15:50:11.623Z" }, - { url = "https://files.pythonhosted.org/packages/77/92/25b886252c50ed64be68c937b562b2f2333b45afe72d53d719e46a565a50/orjson-3.11.4-cp314-cp314-win32.whl", hash = "sha256:d63076d625babab9db5e7836118bdfa086e60f37d8a174194ae720161eb12394", size = 136065, upload-time = "2025-10-24T15:50:13.025Z" }, - { url = "https://files.pythonhosted.org/packages/63/b8/718eecf0bb7e9d64e4956afaafd23db9f04c776d445f59fe94f54bdae8f0/orjson-3.11.4-cp314-cp314-win_amd64.whl", hash = "sha256:0a54d6635fa3aaa438ae32e8570b9f0de36f3f6562c308d2a2a452e8b0592db1", size = 131310, upload-time = "2025-10-24T15:50:14.46Z" }, - { url = "https://files.pythonhosted.org/packages/1a/bf/def5e25d4d8bfce296a9a7c8248109bf58622c21618b590678f945a2c59c/orjson-3.11.4-cp314-cp314-win_arm64.whl", hash = "sha256:78b999999039db3cf58f6d230f524f04f75f129ba3d1ca2ed121f8657e575d3d", size = 126151, upload-time = "2025-10-24T15:50:15.878Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/c6/fe/ed708782d6709cc60eb4c2d8a361a440661f74134675c72990f2c48c785f/orjson-3.11.4.tar.gz", hash = "sha256:39485f4ab4c9b30a3943cfe99e1a213c4776fb69e8abd68f66b83d5a0b0fdc6d", size = 5945188 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/e0/30/5aed63d5af1c8b02fbd2a8d83e2a6c8455e30504c50dbf08c8b51403d873/orjson-3.11.4-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:e3aa2118a3ece0d25489cbe48498de8a5d580e42e8d9979f65bf47900a15aba1", size = 243870 }, + { url = "https://files.pythonhosted.org/packages/44/1f/da46563c08bef33c41fd63c660abcd2184b4d2b950c8686317d03b9f5f0c/orjson-3.11.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a69ab657a4e6733133a3dca82768f2f8b884043714e8d2b9ba9f52b6efef5c44", size = 130622 }, + { url = "https://files.pythonhosted.org/packages/02/bd/b551a05d0090eab0bf8008a13a14edc0f3c3e0236aa6f5b697760dd2817b/orjson-3.11.4-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3740bffd9816fc0326ddc406098a3a8f387e42223f5f455f2a02a9f834ead80c", size = 129344 }, + { url = "https://files.pythonhosted.org/packages/87/6c/9ddd5e609f443b2548c5e7df3c44d0e86df2c68587a0e20c50018cdec535/orjson-3.11.4-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:65fd2f5730b1bf7f350c6dc896173d3460d235c4be007af73986d7cd9a2acd23", size = 136633 }, + { url = "https://files.pythonhosted.org/packages/95/f2/9f04f2874c625a9fb60f6918c33542320661255323c272e66f7dcce14df2/orjson-3.11.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9fdc3ae730541086158d549c97852e2eea6820665d4faf0f41bf99df41bc11ea", size = 137695 }, + { url = "https://files.pythonhosted.org/packages/d2/c2/c7302afcbdfe8a891baae0e2cee091583a30e6fa613e8bdf33b0e9c8a8c7/orjson-3.11.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e10b4d65901da88845516ce9f7f9736f9638d19a1d483b3883dc0182e6e5edba", size = 136879 }, + { url = "https://files.pythonhosted.org/packages/c6/3a/b31c8f0182a3e27f48e703f46e61bb769666cd0dac4700a73912d07a1417/orjson-3.11.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fb6a03a678085f64b97f9d4a9ae69376ce91a3a9e9b56a82b1580d8e1d501aff", size = 136374 }, + { url = "https://files.pythonhosted.org/packages/29/d0/fd9ab96841b090d281c46df566b7f97bc6c8cd9aff3f3ebe99755895c406/orjson-3.11.4-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:2c82e4f0b1c712477317434761fbc28b044c838b6b1240d895607441412371ac", size = 140519 }, + { url = "https://files.pythonhosted.org/packages/d6/ce/36eb0f15978bb88e33a3480e1a3fb891caa0f189ba61ce7713e0ccdadabf/orjson-3.11.4-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:d58c166a18f44cc9e2bad03a327dc2d1a3d2e85b847133cfbafd6bfc6719bd79", size = 406522 }, + { url = "https://files.pythonhosted.org/packages/85/11/e8af3161a288f5c6a00c188fc729c7ba193b0cbc07309a1a29c004347c30/orjson-3.11.4-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:94f206766bf1ea30e1382e4890f763bd1eefddc580e08fec1ccdc20ddd95c827", size = 149790 }, + { url = "https://files.pythonhosted.org/packages/ea/96/209d52db0cf1e10ed48d8c194841e383e23c2ced5a2ee766649fe0e32d02/orjson-3.11.4-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:41bf25fb39a34cf8edb4398818523277ee7096689db352036a9e8437f2f3ee6b", size = 140040 }, + { url = "https://files.pythonhosted.org/packages/ef/0e/526db1395ccb74c3d59ac1660b9a325017096dc5643086b38f27662b4add/orjson-3.11.4-cp310-cp310-win32.whl", hash = "sha256:fa9627eba4e82f99ca6d29bc967f09aba446ee2b5a1ea728949ede73d313f5d3", size = 135955 }, + { url = "https://files.pythonhosted.org/packages/e6/69/18a778c9de3702b19880e73c9866b91cc85f904b885d816ba1ab318b223c/orjson-3.11.4-cp310-cp310-win_amd64.whl", hash = "sha256:23ef7abc7fca96632d8174ac115e668c1e931b8fe4dde586e92a500bf1914dcc", size = 131577 }, + { url = "https://files.pythonhosted.org/packages/63/1d/1ea6005fffb56715fd48f632611e163d1604e8316a5bad2288bee9a1c9eb/orjson-3.11.4-cp311-cp311-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:5e59d23cd93ada23ec59a96f215139753fbfe3a4d989549bcb390f8c00370b39", size = 243498 }, + { url = "https://files.pythonhosted.org/packages/37/d7/ffed10c7da677f2a9da307d491b9eb1d0125b0307019c4ad3d665fd31f4f/orjson-3.11.4-cp311-cp311-macosx_15_0_arm64.whl", hash = "sha256:5c3aedecfc1beb988c27c79d52ebefab93b6c3921dbec361167e6559aba2d36d", size = 128961 }, + { url = "https://files.pythonhosted.org/packages/a2/96/3e4d10a18866d1368f73c8c44b7fe37cc8a15c32f2a7620be3877d4c55a3/orjson-3.11.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:da9e5301f1c2caa2a9a4a303480d79c9ad73560b2e7761de742ab39fe59d9175", size = 130321 }, + { url = "https://files.pythonhosted.org/packages/eb/1f/465f66e93f434f968dd74d5b623eb62c657bdba2332f5a8be9f118bb74c7/orjson-3.11.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8873812c164a90a79f65368f8f96817e59e35d0cc02786a5356f0e2abed78040", size = 129207 }, + { url = "https://files.pythonhosted.org/packages/28/43/d1e94837543321c119dff277ae8e348562fe8c0fafbb648ef7cb0c67e521/orjson-3.11.4-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5d7feb0741ebb15204e748f26c9638e6665a5fa93c37a2c73d64f1669b0ddc63", size = 136323 }, + { url = "https://files.pythonhosted.org/packages/bf/04/93303776c8890e422a5847dd012b4853cdd88206b8bbd3edc292c90102d1/orjson-3.11.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:01ee5487fefee21e6910da4c2ee9eef005bee568a0879834df86f888d2ffbdd9", size = 137440 }, + { url = "https://files.pythonhosted.org/packages/1e/ef/75519d039e5ae6b0f34d0336854d55544ba903e21bf56c83adc51cd8bf82/orjson-3.11.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d40d46f348c0321df01507f92b95a377240c4ec31985225a6668f10e2676f9a", size = 136680 }, + { url = "https://files.pythonhosted.org/packages/b5/18/bf8581eaae0b941b44efe14fee7b7862c3382fbc9a0842132cfc7cf5ecf4/orjson-3.11.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:95713e5fc8af84d8edc75b785d2386f653b63d62b16d681687746734b4dfc0be", size = 136160 }, + { url = "https://files.pythonhosted.org/packages/c4/35/a6d582766d351f87fc0a22ad740a641b0a8e6fc47515e8614d2e4790ae10/orjson-3.11.4-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ad73ede24f9083614d6c4ca9a85fe70e33be7bf047ec586ee2363bc7418fe4d7", size = 140318 }, + { url = "https://files.pythonhosted.org/packages/76/b3/5a4801803ab2e2e2d703bce1a56540d9f99a9143fbec7bf63d225044fef8/orjson-3.11.4-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:842289889de515421f3f224ef9c1f1efb199a32d76d8d2ca2706fa8afe749549", size = 406330 }, + { url = "https://files.pythonhosted.org/packages/80/55/a8f682f64833e3a649f620eafefee175cbfeb9854fc5b710b90c3bca45df/orjson-3.11.4-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:3b2427ed5791619851c52a1261b45c233930977e7de8cf36de05636c708fa905", size = 149580 }, + { url = "https://files.pythonhosted.org/packages/ad/e4/c132fa0c67afbb3eb88274fa98df9ac1f631a675e7877037c611805a4413/orjson-3.11.4-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:3c36e524af1d29982e9b190573677ea02781456b2e537d5840e4538a5ec41907", size = 139846 }, + { url = "https://files.pythonhosted.org/packages/54/06/dc3491489efd651fef99c5908e13951abd1aead1257c67f16135f95ce209/orjson-3.11.4-cp311-cp311-win32.whl", hash = "sha256:87255b88756eab4a68ec61837ca754e5d10fa8bc47dc57f75cedfeaec358d54c", size = 135781 }, + { url = "https://files.pythonhosted.org/packages/79/b7/5e5e8d77bd4ea02a6ac54c42c818afb01dd31961be8a574eb79f1d2cfb1e/orjson-3.11.4-cp311-cp311-win_amd64.whl", hash = "sha256:e2d5d5d798aba9a0e1fede8d853fa899ce2cb930ec0857365f700dffc2c7af6a", size = 131391 }, + { url = "https://files.pythonhosted.org/packages/0f/dc/9484127cc1aa213be398ed735f5f270eedcb0c0977303a6f6ddc46b60204/orjson-3.11.4-cp311-cp311-win_arm64.whl", hash = "sha256:6bb6bb41b14c95d4f2702bce9975fda4516f1db48e500102fc4d8119032ff045", size = 126252 }, + { url = "https://files.pythonhosted.org/packages/63/51/6b556192a04595b93e277a9ff71cd0cc06c21a7df98bcce5963fa0f5e36f/orjson-3.11.4-cp312-cp312-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:d4371de39319d05d3f482f372720b841c841b52f5385bd99c61ed69d55d9ab50", size = 243571 }, + { url = "https://files.pythonhosted.org/packages/1c/2c/2602392ddf2601d538ff11848b98621cd465d1a1ceb9db9e8043181f2f7b/orjson-3.11.4-cp312-cp312-macosx_15_0_arm64.whl", hash = "sha256:e41fd3b3cac850eaae78232f37325ed7d7436e11c471246b87b2cd294ec94853", size = 128891 }, + { url = "https://files.pythonhosted.org/packages/4e/47/bf85dcf95f7a3a12bf223394a4f849430acd82633848d52def09fa3f46ad/orjson-3.11.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:600e0e9ca042878c7fdf189cf1b028fe2c1418cc9195f6cb9824eb6ed99cb938", size = 130137 }, + { url = "https://files.pythonhosted.org/packages/b4/4d/a0cb31007f3ab6f1fd2a1b17057c7c349bc2baf8921a85c0180cc7be8011/orjson-3.11.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:7bbf9b333f1568ef5da42bc96e18bf30fd7f8d54e9ae066d711056add508e415", size = 129152 }, + { url = "https://files.pythonhosted.org/packages/f7/ef/2811def7ce3d8576b19e3929fff8f8f0d44bc5eb2e0fdecb2e6e6cc6c720/orjson-3.11.4-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4806363144bb6e7297b8e95870e78d30a649fdc4e23fc84daa80c8ebd366ce44", size = 136834 }, + { url = "https://files.pythonhosted.org/packages/00/d4/9aee9e54f1809cec8ed5abd9bc31e8a9631d19460e3b8470145d25140106/orjson-3.11.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ad355e8308493f527d41154e9053b86a5be892b3b359a5c6d5d95cda23601cb2", size = 137519 }, + { url = "https://files.pythonhosted.org/packages/db/ea/67bfdb5465d5679e8ae8d68c11753aaf4f47e3e7264bad66dc2f2249e643/orjson-3.11.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c8a7517482667fb9f0ff1b2f16fe5829296ed7a655d04d68cd9711a4d8a4e708", size = 136749 }, + { url = "https://files.pythonhosted.org/packages/01/7e/62517dddcfce6d53a39543cd74d0dccfcbdf53967017c58af68822100272/orjson-3.11.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:97eb5942c7395a171cbfecc4ef6701fc3c403e762194683772df4c54cfbb2210", size = 136325 }, + { url = "https://files.pythonhosted.org/packages/18/ae/40516739f99ab4c7ec3aaa5cc242d341fcb03a45d89edeeaabc5f69cb2cf/orjson-3.11.4-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:149d95d5e018bdd822e3f38c103b1a7c91f88d38a88aada5c4e9b3a73a244241", size = 140204 }, + { url = "https://files.pythonhosted.org/packages/82/18/ff5734365623a8916e3a4037fcef1cd1782bfc14cf0992afe7940c5320bf/orjson-3.11.4-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:624f3951181eb46fc47dea3d221554e98784c823e7069edb5dbd0dc826ac909b", size = 406242 }, + { url = "https://files.pythonhosted.org/packages/e1/43/96436041f0a0c8c8deca6a05ebeaf529bf1de04839f93ac5e7c479807aec/orjson-3.11.4-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:03bfa548cf35e3f8b3a96c4e8e41f753c686ff3d8e182ce275b1751deddab58c", size = 150013 }, + { url = "https://files.pythonhosted.org/packages/1b/48/78302d98423ed8780479a1e682b9aecb869e8404545d999d34fa486e573e/orjson-3.11.4-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:525021896afef44a68148f6ed8a8bf8375553d6066c7f48537657f64823565b9", size = 139951 }, + { url = "https://files.pythonhosted.org/packages/4a/7b/ad613fdcdaa812f075ec0875143c3d37f8654457d2af17703905425981bf/orjson-3.11.4-cp312-cp312-win32.whl", hash = "sha256:b58430396687ce0f7d9eeb3dd47761ca7d8fda8e9eb92b3077a7a353a75efefa", size = 136049 }, + { url = "https://files.pythonhosted.org/packages/b9/3c/9cf47c3ff5f39b8350fb21ba65d789b6a1129d4cbb3033ba36c8a9023520/orjson-3.11.4-cp312-cp312-win_amd64.whl", hash = "sha256:c6dbf422894e1e3c80a177133c0dda260f81428f9de16d61041949f6a2e5c140", size = 131461 }, + { url = "https://files.pythonhosted.org/packages/c6/3b/e2425f61e5825dc5b08c2a5a2b3af387eaaca22a12b9c8c01504f8614c36/orjson-3.11.4-cp312-cp312-win_arm64.whl", hash = "sha256:d38d2bc06d6415852224fcc9c0bfa834c25431e466dc319f0edd56cca81aa96e", size = 126167 }, + { url = "https://files.pythonhosted.org/packages/23/15/c52aa7112006b0f3d6180386c3a46ae057f932ab3425bc6f6ac50431cca1/orjson-3.11.4-cp313-cp313-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:2d6737d0e616a6e053c8b4acc9eccea6b6cce078533666f32d140e4f85002534", size = 243525 }, + { url = "https://files.pythonhosted.org/packages/ec/38/05340734c33b933fd114f161f25a04e651b0c7c33ab95e9416ade5cb44b8/orjson-3.11.4-cp313-cp313-macosx_15_0_arm64.whl", hash = "sha256:afb14052690aa328cc118a8e09f07c651d301a72e44920b887c519b313d892ff", size = 128871 }, + { url = "https://files.pythonhosted.org/packages/55/b9/ae8d34899ff0c012039b5a7cb96a389b2476e917733294e498586b45472d/orjson-3.11.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:38aa9e65c591febb1b0aed8da4d469eba239d434c218562df179885c94e1a3ad", size = 130055 }, + { url = "https://files.pythonhosted.org/packages/33/aa/6346dd5073730451bee3681d901e3c337e7ec17342fb79659ec9794fc023/orjson-3.11.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:f2cf4dfaf9163b0728d061bebc1e08631875c51cd30bf47cb9e3293bfbd7dcd5", size = 129061 }, + { url = "https://files.pythonhosted.org/packages/39/e4/8eea51598f66a6c853c380979912d17ec510e8e66b280d968602e680b942/orjson-3.11.4-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:89216ff3dfdde0e4070932e126320a1752c9d9a758d6a32ec54b3b9334991a6a", size = 136541 }, + { url = "https://files.pythonhosted.org/packages/9a/47/cb8c654fa9adcc60e99580e17c32b9e633290e6239a99efa6b885aba9dbc/orjson-3.11.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9daa26ca8e97fae0ce8aa5d80606ef8f7914e9b129b6b5df9104266f764ce436", size = 137535 }, + { url = "https://files.pythonhosted.org/packages/43/92/04b8cc5c2b729f3437ee013ce14a60ab3d3001465d95c184758f19362f23/orjson-3.11.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5c8b2769dc31883c44a9cd126560327767f848eb95f99c36c9932f51090bfce9", size = 136703 }, + { url = "https://files.pythonhosted.org/packages/aa/fd/d0733fcb9086b8be4ebcfcda2d0312865d17d0d9884378b7cffb29d0763f/orjson-3.11.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1469d254b9884f984026bd9b0fa5bbab477a4bfe558bba6848086f6d43eb5e73", size = 136293 }, + { url = "https://files.pythonhosted.org/packages/c2/d7/3c5514e806837c210492d72ae30ccf050ce3f940f45bf085bab272699ef4/orjson-3.11.4-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:68e44722541983614e37117209a194e8c3ad07838ccb3127d96863c95ec7f1e0", size = 140131 }, + { url = "https://files.pythonhosted.org/packages/9c/dd/ba9d32a53207babf65bd510ac4d0faaa818bd0df9a9c6f472fe7c254f2e3/orjson-3.11.4-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:8e7805fda9672c12be2f22ae124dcd7b03928d6c197544fe12174b86553f3196", size = 406164 }, + { url = "https://files.pythonhosted.org/packages/8e/f9/f68ad68f4af7c7bde57cd514eaa2c785e500477a8bc8f834838eb696a685/orjson-3.11.4-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:04b69c14615fb4434ab867bf6f38b2d649f6f300af30a6705397e895f7aec67a", size = 149859 }, + { url = "https://files.pythonhosted.org/packages/b6/d2/7f847761d0c26818395b3d6b21fb6bc2305d94612a35b0a30eae65a22728/orjson-3.11.4-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:639c3735b8ae7f970066930e58cf0ed39a852d417c24acd4a25fc0b3da3c39a6", size = 139926 }, + { url = "https://files.pythonhosted.org/packages/9f/37/acd14b12dc62db9a0e1d12386271b8661faae270b22492580d5258808975/orjson-3.11.4-cp313-cp313-win32.whl", hash = "sha256:6c13879c0d2964335491463302a6ca5ad98105fc5db3565499dcb80b1b4bd839", size = 136007 }, + { url = "https://files.pythonhosted.org/packages/c0/a9/967be009ddf0a1fffd7a67de9c36656b28c763659ef91352acc02cbe364c/orjson-3.11.4-cp313-cp313-win_amd64.whl", hash = "sha256:09bf242a4af98732db9f9a1ec57ca2604848e16f132e3f72edfd3c5c96de009a", size = 131314 }, + { url = "https://files.pythonhosted.org/packages/cb/db/399abd6950fbd94ce125cb8cd1a968def95174792e127b0642781e040ed4/orjson-3.11.4-cp313-cp313-win_arm64.whl", hash = "sha256:a85f0adf63319d6c1ba06fb0dbf997fced64a01179cf17939a6caca662bf92de", size = 126152 }, + { url = "https://files.pythonhosted.org/packages/25/e3/54ff63c093cc1697e758e4fceb53164dd2661a7d1bcd522260ba09f54533/orjson-3.11.4-cp314-cp314-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:42d43a1f552be1a112af0b21c10a5f553983c2a0938d2bbb8ecd8bc9fb572803", size = 243501 }, + { url = "https://files.pythonhosted.org/packages/ac/7d/e2d1076ed2e8e0ae9badca65bf7ef22710f93887b29eaa37f09850604e09/orjson-3.11.4-cp314-cp314-macosx_15_0_arm64.whl", hash = "sha256:26a20f3fbc6c7ff2cb8e89c4c5897762c9d88cf37330c6a117312365d6781d54", size = 128862 }, + { url = "https://files.pythonhosted.org/packages/9f/37/ca2eb40b90621faddfa9517dfe96e25f5ae4d8057a7c0cdd613c17e07b2c/orjson-3.11.4-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e3f20be9048941c7ffa8fc523ccbd17f82e24df1549d1d1fe9317712d19938e", size = 130047 }, + { url = "https://files.pythonhosted.org/packages/c7/62/1021ed35a1f2bad9040f05fa4cc4f9893410df0ba3eaa323ccf899b1c90a/orjson-3.11.4-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:aac364c758dc87a52e68e349924d7e4ded348dedff553889e4d9f22f74785316", size = 129073 }, + { url = "https://files.pythonhosted.org/packages/e8/3f/f84d966ec2a6fd5f73b1a707e7cd876813422ae4bf9f0145c55c9c6a0f57/orjson-3.11.4-cp314-cp314-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d5c54a6d76e3d741dcc3f2707f8eeb9ba2a791d3adbf18f900219b62942803b1", size = 136597 }, + { url = "https://files.pythonhosted.org/packages/32/78/4fa0aeca65ee82bbabb49e055bd03fa4edea33f7c080c5c7b9601661ef72/orjson-3.11.4-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f28485bdca8617b79d44627f5fb04336897041dfd9fa66d383a49d09d86798bc", size = 137515 }, + { url = "https://files.pythonhosted.org/packages/c1/9d/0c102e26e7fde40c4c98470796d050a2ec1953897e2c8ab0cb95b0759fa2/orjson-3.11.4-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bfc2a484cad3585e4ba61985a6062a4c2ed5c7925db6d39f1fa267c9d166487f", size = 136703 }, + { url = "https://files.pythonhosted.org/packages/df/ac/2de7188705b4cdfaf0b6c97d2f7849c17d2003232f6e70df98602173f788/orjson-3.11.4-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e34dbd508cb91c54f9c9788923daca129fe5b55c5b4eebe713bf5ed3791280cf", size = 136311 }, + { url = "https://files.pythonhosted.org/packages/e0/52/847fcd1a98407154e944feeb12e3b4d487a0e264c40191fb44d1269cbaa1/orjson-3.11.4-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b13c478fa413d4b4ee606ec8e11c3b2e52683a640b006bb586b3041c2ca5f606", size = 140127 }, + { url = "https://files.pythonhosted.org/packages/c1/ae/21d208f58bdb847dd4d0d9407e2929862561841baa22bdab7aea10ca088e/orjson-3.11.4-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:724ca721ecc8a831b319dcd72cfa370cc380db0bf94537f08f7edd0a7d4e1780", size = 406201 }, + { url = "https://files.pythonhosted.org/packages/8d/55/0789d6de386c8366059db098a628e2ad8798069e94409b0d8935934cbcb9/orjson-3.11.4-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:977c393f2e44845ce1b540e19a786e9643221b3323dae190668a98672d43fb23", size = 149872 }, + { url = "https://files.pythonhosted.org/packages/cc/1d/7ff81ea23310e086c17b41d78a72270d9de04481e6113dbe2ac19118f7fb/orjson-3.11.4-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:1e539e382cf46edec157ad66b0b0872a90d829a6b71f17cb633d6c160a223155", size = 139931 }, + { url = "https://files.pythonhosted.org/packages/77/92/25b886252c50ed64be68c937b562b2f2333b45afe72d53d719e46a565a50/orjson-3.11.4-cp314-cp314-win32.whl", hash = "sha256:d63076d625babab9db5e7836118bdfa086e60f37d8a174194ae720161eb12394", size = 136065 }, + { url = "https://files.pythonhosted.org/packages/63/b8/718eecf0bb7e9d64e4956afaafd23db9f04c776d445f59fe94f54bdae8f0/orjson-3.11.4-cp314-cp314-win_amd64.whl", hash = "sha256:0a54d6635fa3aaa438ae32e8570b9f0de36f3f6562c308d2a2a452e8b0592db1", size = 131310 }, + { url = "https://files.pythonhosted.org/packages/1a/bf/def5e25d4d8bfce296a9a7c8248109bf58622c21618b590678f945a2c59c/orjson-3.11.4-cp314-cp314-win_arm64.whl", hash = "sha256:78b999999039db3cf58f6d230f524f04f75f129ba3d1ca2ed121f8657e575d3d", size = 126151 }, ] [[package]] name = "packaging" version = "24.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/d0/63/68dbb6eb2de9cb10ee4c9c14a0148804425e13c4fb20d61cce69f53106da/packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f", size = 163950, upload-time = "2024-11-08T09:47:47.202Z" } +sdist = { url = "https://files.pythonhosted.org/packages/d0/63/68dbb6eb2de9cb10ee4c9c14a0148804425e13c4fb20d61cce69f53106da/packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f", size = 163950 } wheels = [ - { url = "https://files.pythonhosted.org/packages/88/ef/eb23f262cca3c0c4eb7ab1933c3b1f03d021f2c48f54763065b6f0e321be/packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759", size = 65451, upload-time = "2024-11-08T09:47:44.722Z" }, + { url = "https://files.pythonhosted.org/packages/88/ef/eb23f262cca3c0c4eb7ab1933c3b1f03d021f2c48f54763065b6f0e321be/packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759", size = 65451 }, ] [[package]] @@ -3872,189 +3868,189 @@ dependencies = [ { name = "pytz", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "tzdata", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/33/01/d40b85317f86cf08d853a4f495195c73815fdf205eef3993821720274518/pandas-2.3.3.tar.gz", hash = "sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b", size = 4495223, upload-time = "2025-09-29T23:34:51.853Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/3d/f7/f425a00df4fcc22b292c6895c6831c0c8ae1d9fac1e024d16f98a9ce8749/pandas-2.3.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c", size = 11555763, upload-time = "2025-09-29T23:16:53.287Z" }, - { url = "https://files.pythonhosted.org/packages/13/4f/66d99628ff8ce7857aca52fed8f0066ce209f96be2fede6cef9f84e8d04f/pandas-2.3.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a", size = 10801217, upload-time = "2025-09-29T23:17:04.522Z" }, - { url = "https://files.pythonhosted.org/packages/1d/03/3fc4a529a7710f890a239cc496fc6d50ad4a0995657dccc1d64695adb9f4/pandas-2.3.3-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5caf26f64126b6c7aec964f74266f435afef1c1b13da3b0636c7518a1fa3e2b1", size = 12148791, upload-time = "2025-09-29T23:17:18.444Z" }, - { url = "https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dd7478f1463441ae4ca7308a70e90b33470fa593429f9d4c578dd00d1fa78838", size = 12769373, upload-time = "2025-09-29T23:17:35.846Z" }, - { url = "https://files.pythonhosted.org/packages/df/91/82cc5169b6b25440a7fc0ef3a694582418d875c8e3ebf796a6d6470aa578/pandas-2.3.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4793891684806ae50d1288c9bae9330293ab4e083ccd1c5e383c34549c6e4250", size = 13200444, upload-time = "2025-09-29T23:17:49.341Z" }, - { url = "https://files.pythonhosted.org/packages/10/ae/89b3283800ab58f7af2952704078555fa60c807fff764395bb57ea0b0dbd/pandas-2.3.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:28083c648d9a99a5dd035ec125d42439c6c1c525098c58af0fc38dd1a7a1b3d4", size = 13858459, upload-time = "2025-09-29T23:18:03.722Z" }, - { url = "https://files.pythonhosted.org/packages/85/72/530900610650f54a35a19476eca5104f38555afccda1aa11a92ee14cb21d/pandas-2.3.3-cp310-cp310-win_amd64.whl", hash = "sha256:503cf027cf9940d2ceaa1a93cfb5f8c8c7e6e90720a2850378f0b3f3b1e06826", size = 11346086, upload-time = "2025-09-29T23:18:18.505Z" }, - { url = "https://files.pythonhosted.org/packages/c1/fa/7ac648108144a095b4fb6aa3de1954689f7af60a14cf25583f4960ecb878/pandas-2.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523", size = 11578790, upload-time = "2025-09-29T23:18:30.065Z" }, - { url = "https://files.pythonhosted.org/packages/9b/35/74442388c6cf008882d4d4bdfc4109be87e9b8b7ccd097ad1e7f006e2e95/pandas-2.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45", size = 10833831, upload-time = "2025-09-29T23:38:56.071Z" }, - { url = "https://files.pythonhosted.org/packages/fe/e4/de154cbfeee13383ad58d23017da99390b91d73f8c11856f2095e813201b/pandas-2.3.3-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66", size = 12199267, upload-time = "2025-09-29T23:18:41.627Z" }, - { url = "https://files.pythonhosted.org/packages/bf/c9/63f8d545568d9ab91476b1818b4741f521646cbdd151c6efebf40d6de6f7/pandas-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b", size = 12789281, upload-time = "2025-09-29T23:18:56.834Z" }, - { url = "https://files.pythonhosted.org/packages/f2/00/a5ac8c7a0e67fd1a6059e40aa08fa1c52cc00709077d2300e210c3ce0322/pandas-2.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791", size = 13240453, upload-time = "2025-09-29T23:19:09.247Z" }, - { url = "https://files.pythonhosted.org/packages/27/4d/5c23a5bc7bd209231618dd9e606ce076272c9bc4f12023a70e03a86b4067/pandas-2.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151", size = 13890361, upload-time = "2025-09-29T23:19:25.342Z" }, - { url = "https://files.pythonhosted.org/packages/8e/59/712db1d7040520de7a4965df15b774348980e6df45c129b8c64d0dbe74ef/pandas-2.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c", size = 11348702, upload-time = "2025-09-29T23:19:38.296Z" }, - { url = "https://files.pythonhosted.org/packages/9c/fb/231d89e8637c808b997d172b18e9d4a4bc7bf31296196c260526055d1ea0/pandas-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53", size = 11597846, upload-time = "2025-09-29T23:19:48.856Z" }, - { url = "https://files.pythonhosted.org/packages/5c/bd/bf8064d9cfa214294356c2d6702b716d3cf3bb24be59287a6a21e24cae6b/pandas-2.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35", size = 10729618, upload-time = "2025-09-29T23:39:08.659Z" }, - { url = "https://files.pythonhosted.org/packages/57/56/cf2dbe1a3f5271370669475ead12ce77c61726ffd19a35546e31aa8edf4e/pandas-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908", size = 11737212, upload-time = "2025-09-29T23:19:59.765Z" }, - { url = "https://files.pythonhosted.org/packages/e5/63/cd7d615331b328e287d8233ba9fdf191a9c2d11b6af0c7a59cfcec23de68/pandas-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89", size = 12362693, upload-time = "2025-09-29T23:20:14.098Z" }, - { url = "https://files.pythonhosted.org/packages/a6/de/8b1895b107277d52f2b42d3a6806e69cfef0d5cf1d0ba343470b9d8e0a04/pandas-2.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98", size = 12771002, upload-time = "2025-09-29T23:20:26.76Z" }, - { url = "https://files.pythonhosted.org/packages/87/21/84072af3187a677c5893b170ba2c8fbe450a6ff911234916da889b698220/pandas-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084", size = 13450971, upload-time = "2025-09-29T23:20:41.344Z" }, - { url = "https://files.pythonhosted.org/packages/86/41/585a168330ff063014880a80d744219dbf1dd7a1c706e75ab3425a987384/pandas-2.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b", size = 10992722, upload-time = "2025-09-29T23:20:54.139Z" }, - { url = "https://files.pythonhosted.org/packages/cd/4b/18b035ee18f97c1040d94debd8f2e737000ad70ccc8f5513f4eefad75f4b/pandas-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713", size = 11544671, upload-time = "2025-09-29T23:21:05.024Z" }, - { url = "https://files.pythonhosted.org/packages/31/94/72fac03573102779920099bcac1c3b05975c2cb5f01eac609faf34bed1ca/pandas-2.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8", size = 10680807, upload-time = "2025-09-29T23:21:15.979Z" }, - { url = "https://files.pythonhosted.org/packages/16/87/9472cf4a487d848476865321de18cc8c920b8cab98453ab79dbbc98db63a/pandas-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d", size = 11709872, upload-time = "2025-09-29T23:21:27.165Z" }, - { url = "https://files.pythonhosted.org/packages/15/07/284f757f63f8a8d69ed4472bfd85122bd086e637bf4ed09de572d575a693/pandas-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac", size = 12306371, upload-time = "2025-09-29T23:21:40.532Z" }, - { url = "https://files.pythonhosted.org/packages/33/81/a3afc88fca4aa925804a27d2676d22dcd2031c2ebe08aabd0ae55b9ff282/pandas-2.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c", size = 12765333, upload-time = "2025-09-29T23:21:55.77Z" }, - { url = "https://files.pythonhosted.org/packages/8d/0f/b4d4ae743a83742f1153464cf1a8ecfafc3ac59722a0b5c8602310cb7158/pandas-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493", size = 13418120, upload-time = "2025-09-29T23:22:10.109Z" }, - { url = "https://files.pythonhosted.org/packages/4f/c7/e54682c96a895d0c808453269e0b5928a07a127a15704fedb643e9b0a4c8/pandas-2.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee", size = 10993991, upload-time = "2025-09-29T23:25:04.889Z" }, - { url = "https://files.pythonhosted.org/packages/f9/ca/3f8d4f49740799189e1395812f3bf23b5e8fc7c190827d55a610da72ce55/pandas-2.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5", size = 12048227, upload-time = "2025-09-29T23:22:24.343Z" }, - { url = "https://files.pythonhosted.org/packages/0e/5a/f43efec3e8c0cc92c4663ccad372dbdff72b60bdb56b2749f04aa1d07d7e/pandas-2.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21", size = 11411056, upload-time = "2025-09-29T23:22:37.762Z" }, - { url = "https://files.pythonhosted.org/packages/46/b1/85331edfc591208c9d1a63a06baa67b21d332e63b7a591a5ba42a10bb507/pandas-2.3.3-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78", size = 11645189, upload-time = "2025-09-29T23:22:51.688Z" }, - { url = "https://files.pythonhosted.org/packages/44/23/78d645adc35d94d1ac4f2a3c4112ab6f5b8999f4898b8cdf01252f8df4a9/pandas-2.3.3-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110", size = 12121912, upload-time = "2025-09-29T23:23:05.042Z" }, - { url = "https://files.pythonhosted.org/packages/53/da/d10013df5e6aaef6b425aa0c32e1fc1f3e431e4bcabd420517dceadce354/pandas-2.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86", size = 12712160, upload-time = "2025-09-29T23:23:28.57Z" }, - { url = "https://files.pythonhosted.org/packages/bd/17/e756653095a083d8a37cbd816cb87148debcfcd920129b25f99dd8d04271/pandas-2.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc", size = 13199233, upload-time = "2025-09-29T23:24:24.876Z" }, - { url = "https://files.pythonhosted.org/packages/04/fd/74903979833db8390b73b3a8a7d30d146d710bd32703724dd9083950386f/pandas-2.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0", size = 11540635, upload-time = "2025-09-29T23:25:52.486Z" }, - { url = "https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593", size = 10759079, upload-time = "2025-09-29T23:26:33.204Z" }, - { url = "https://files.pythonhosted.org/packages/ca/05/d01ef80a7a3a12b2f8bbf16daba1e17c98a2f039cbc8e2f77a2c5a63d382/pandas-2.3.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c", size = 11814049, upload-time = "2025-09-29T23:27:15.384Z" }, - { url = "https://files.pythonhosted.org/packages/15/b2/0e62f78c0c5ba7e3d2c5945a82456f4fac76c480940f805e0b97fcbc2f65/pandas-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b", size = 12332638, upload-time = "2025-09-29T23:27:51.625Z" }, - { url = "https://files.pythonhosted.org/packages/c5/33/dd70400631b62b9b29c3c93d2feee1d0964dc2bae2e5ad7a6c73a7f25325/pandas-2.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6", size = 12886834, upload-time = "2025-09-29T23:28:21.289Z" }, - { url = "https://files.pythonhosted.org/packages/d3/18/b5d48f55821228d0d2692b34fd5034bb185e854bdb592e9c640f6290e012/pandas-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3", size = 13409925, upload-time = "2025-09-29T23:28:58.261Z" }, - { url = "https://files.pythonhosted.org/packages/a6/3d/124ac75fcd0ecc09b8fdccb0246ef65e35b012030defb0e0eba2cbbbe948/pandas-2.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5", size = 11109071, upload-time = "2025-09-29T23:32:27.484Z" }, - { url = "https://files.pythonhosted.org/packages/89/9c/0e21c895c38a157e0faa1fb64587a9226d6dd46452cac4532d80c3c4a244/pandas-2.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec", size = 12048504, upload-time = "2025-09-29T23:29:31.47Z" }, - { url = "https://files.pythonhosted.org/packages/d7/82/b69a1c95df796858777b68fbe6a81d37443a33319761d7c652ce77797475/pandas-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7", size = 11410702, upload-time = "2025-09-29T23:29:54.591Z" }, - { url = "https://files.pythonhosted.org/packages/f9/88/702bde3ba0a94b8c73a0181e05144b10f13f29ebfc2150c3a79062a8195d/pandas-2.3.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450", size = 11634535, upload-time = "2025-09-29T23:30:21.003Z" }, - { url = "https://files.pythonhosted.org/packages/a4/1e/1bac1a839d12e6a82ec6cb40cda2edde64a2013a66963293696bbf31fbbb/pandas-2.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5", size = 12121582, upload-time = "2025-09-29T23:30:43.391Z" }, - { url = "https://files.pythonhosted.org/packages/44/91/483de934193e12a3b1d6ae7c8645d083ff88dec75f46e827562f1e4b4da6/pandas-2.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788", size = 12699963, upload-time = "2025-09-29T23:31:10.009Z" }, - { url = "https://files.pythonhosted.org/packages/70/44/5191d2e4026f86a2a109053e194d3ba7a31a2d10a9c2348368c63ed4e85a/pandas-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87", size = 13202175, upload-time = "2025-09-29T23:31:59.173Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/33/01/d40b85317f86cf08d853a4f495195c73815fdf205eef3993821720274518/pandas-2.3.3.tar.gz", hash = "sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b", size = 4495223 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3d/f7/f425a00df4fcc22b292c6895c6831c0c8ae1d9fac1e024d16f98a9ce8749/pandas-2.3.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:376c6446ae31770764215a6c937f72d917f214b43560603cd60da6408f183b6c", size = 11555763 }, + { url = "https://files.pythonhosted.org/packages/13/4f/66d99628ff8ce7857aca52fed8f0066ce209f96be2fede6cef9f84e8d04f/pandas-2.3.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e19d192383eab2f4ceb30b412b22ea30690c9e618f78870357ae1d682912015a", size = 10801217 }, + { url = "https://files.pythonhosted.org/packages/1d/03/3fc4a529a7710f890a239cc496fc6d50ad4a0995657dccc1d64695adb9f4/pandas-2.3.3-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5caf26f64126b6c7aec964f74266f435afef1c1b13da3b0636c7518a1fa3e2b1", size = 12148791 }, + { url = "https://files.pythonhosted.org/packages/40/a8/4dac1f8f8235e5d25b9955d02ff6f29396191d4e665d71122c3722ca83c5/pandas-2.3.3-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:dd7478f1463441ae4ca7308a70e90b33470fa593429f9d4c578dd00d1fa78838", size = 12769373 }, + { url = "https://files.pythonhosted.org/packages/df/91/82cc5169b6b25440a7fc0ef3a694582418d875c8e3ebf796a6d6470aa578/pandas-2.3.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:4793891684806ae50d1288c9bae9330293ab4e083ccd1c5e383c34549c6e4250", size = 13200444 }, + { url = "https://files.pythonhosted.org/packages/10/ae/89b3283800ab58f7af2952704078555fa60c807fff764395bb57ea0b0dbd/pandas-2.3.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:28083c648d9a99a5dd035ec125d42439c6c1c525098c58af0fc38dd1a7a1b3d4", size = 13858459 }, + { url = "https://files.pythonhosted.org/packages/85/72/530900610650f54a35a19476eca5104f38555afccda1aa11a92ee14cb21d/pandas-2.3.3-cp310-cp310-win_amd64.whl", hash = "sha256:503cf027cf9940d2ceaa1a93cfb5f8c8c7e6e90720a2850378f0b3f3b1e06826", size = 11346086 }, + { url = "https://files.pythonhosted.org/packages/c1/fa/7ac648108144a095b4fb6aa3de1954689f7af60a14cf25583f4960ecb878/pandas-2.3.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523", size = 11578790 }, + { url = "https://files.pythonhosted.org/packages/9b/35/74442388c6cf008882d4d4bdfc4109be87e9b8b7ccd097ad1e7f006e2e95/pandas-2.3.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45", size = 10833831 }, + { url = "https://files.pythonhosted.org/packages/fe/e4/de154cbfeee13383ad58d23017da99390b91d73f8c11856f2095e813201b/pandas-2.3.3-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66", size = 12199267 }, + { url = "https://files.pythonhosted.org/packages/bf/c9/63f8d545568d9ab91476b1818b4741f521646cbdd151c6efebf40d6de6f7/pandas-2.3.3-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b", size = 12789281 }, + { url = "https://files.pythonhosted.org/packages/f2/00/a5ac8c7a0e67fd1a6059e40aa08fa1c52cc00709077d2300e210c3ce0322/pandas-2.3.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791", size = 13240453 }, + { url = "https://files.pythonhosted.org/packages/27/4d/5c23a5bc7bd209231618dd9e606ce076272c9bc4f12023a70e03a86b4067/pandas-2.3.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151", size = 13890361 }, + { url = "https://files.pythonhosted.org/packages/8e/59/712db1d7040520de7a4965df15b774348980e6df45c129b8c64d0dbe74ef/pandas-2.3.3-cp311-cp311-win_amd64.whl", hash = "sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c", size = 11348702 }, + { url = "https://files.pythonhosted.org/packages/9c/fb/231d89e8637c808b997d172b18e9d4a4bc7bf31296196c260526055d1ea0/pandas-2.3.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53", size = 11597846 }, + { url = "https://files.pythonhosted.org/packages/5c/bd/bf8064d9cfa214294356c2d6702b716d3cf3bb24be59287a6a21e24cae6b/pandas-2.3.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35", size = 10729618 }, + { url = "https://files.pythonhosted.org/packages/57/56/cf2dbe1a3f5271370669475ead12ce77c61726ffd19a35546e31aa8edf4e/pandas-2.3.3-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908", size = 11737212 }, + { url = "https://files.pythonhosted.org/packages/e5/63/cd7d615331b328e287d8233ba9fdf191a9c2d11b6af0c7a59cfcec23de68/pandas-2.3.3-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89", size = 12362693 }, + { url = "https://files.pythonhosted.org/packages/a6/de/8b1895b107277d52f2b42d3a6806e69cfef0d5cf1d0ba343470b9d8e0a04/pandas-2.3.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98", size = 12771002 }, + { url = "https://files.pythonhosted.org/packages/87/21/84072af3187a677c5893b170ba2c8fbe450a6ff911234916da889b698220/pandas-2.3.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084", size = 13450971 }, + { url = "https://files.pythonhosted.org/packages/86/41/585a168330ff063014880a80d744219dbf1dd7a1c706e75ab3425a987384/pandas-2.3.3-cp312-cp312-win_amd64.whl", hash = "sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b", size = 10992722 }, + { url = "https://files.pythonhosted.org/packages/cd/4b/18b035ee18f97c1040d94debd8f2e737000ad70ccc8f5513f4eefad75f4b/pandas-2.3.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:56851a737e3470de7fa88e6131f41281ed440d29a9268dcbf0002da5ac366713", size = 11544671 }, + { url = "https://files.pythonhosted.org/packages/31/94/72fac03573102779920099bcac1c3b05975c2cb5f01eac609faf34bed1ca/pandas-2.3.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:bdcd9d1167f4885211e401b3036c0c8d9e274eee67ea8d0758a256d60704cfe8", size = 10680807 }, + { url = "https://files.pythonhosted.org/packages/16/87/9472cf4a487d848476865321de18cc8c920b8cab98453ab79dbbc98db63a/pandas-2.3.3-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e32e7cc9af0f1cc15548288a51a3b681cc2a219faa838e995f7dc53dbab1062d", size = 11709872 }, + { url = "https://files.pythonhosted.org/packages/15/07/284f757f63f8a8d69ed4472bfd85122bd086e637bf4ed09de572d575a693/pandas-2.3.3-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:318d77e0e42a628c04dc56bcef4b40de67918f7041c2b061af1da41dcff670ac", size = 12306371 }, + { url = "https://files.pythonhosted.org/packages/33/81/a3afc88fca4aa925804a27d2676d22dcd2031c2ebe08aabd0ae55b9ff282/pandas-2.3.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4e0a175408804d566144e170d0476b15d78458795bb18f1304fb94160cabf40c", size = 12765333 }, + { url = "https://files.pythonhosted.org/packages/8d/0f/b4d4ae743a83742f1153464cf1a8ecfafc3ac59722a0b5c8602310cb7158/pandas-2.3.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:93c2d9ab0fc11822b5eece72ec9587e172f63cff87c00b062f6e37448ced4493", size = 13418120 }, + { url = "https://files.pythonhosted.org/packages/4f/c7/e54682c96a895d0c808453269e0b5928a07a127a15704fedb643e9b0a4c8/pandas-2.3.3-cp313-cp313-win_amd64.whl", hash = "sha256:f8bfc0e12dc78f777f323f55c58649591b2cd0c43534e8355c51d3fede5f4dee", size = 10993991 }, + { url = "https://files.pythonhosted.org/packages/f9/ca/3f8d4f49740799189e1395812f3bf23b5e8fc7c190827d55a610da72ce55/pandas-2.3.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:75ea25f9529fdec2d2e93a42c523962261e567d250b0013b16210e1d40d7c2e5", size = 12048227 }, + { url = "https://files.pythonhosted.org/packages/0e/5a/f43efec3e8c0cc92c4663ccad372dbdff72b60bdb56b2749f04aa1d07d7e/pandas-2.3.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:74ecdf1d301e812db96a465a525952f4dde225fdb6d8e5a521d47e1f42041e21", size = 11411056 }, + { url = "https://files.pythonhosted.org/packages/46/b1/85331edfc591208c9d1a63a06baa67b21d332e63b7a591a5ba42a10bb507/pandas-2.3.3-cp313-cp313t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6435cb949cb34ec11cc9860246ccb2fdc9ecd742c12d3304989017d53f039a78", size = 11645189 }, + { url = "https://files.pythonhosted.org/packages/44/23/78d645adc35d94d1ac4f2a3c4112ab6f5b8999f4898b8cdf01252f8df4a9/pandas-2.3.3-cp313-cp313t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:900f47d8f20860de523a1ac881c4c36d65efcb2eb850e6948140fa781736e110", size = 12121912 }, + { url = "https://files.pythonhosted.org/packages/53/da/d10013df5e6aaef6b425aa0c32e1fc1f3e431e4bcabd420517dceadce354/pandas-2.3.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a45c765238e2ed7d7c608fc5bc4a6f88b642f2f01e70c0c23d2224dd21829d86", size = 12712160 }, + { url = "https://files.pythonhosted.org/packages/bd/17/e756653095a083d8a37cbd816cb87148debcfcd920129b25f99dd8d04271/pandas-2.3.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c4fc4c21971a1a9f4bdb4c73978c7f7256caa3e62b323f70d6cb80db583350bc", size = 13199233 }, + { url = "https://files.pythonhosted.org/packages/04/fd/74903979833db8390b73b3a8a7d30d146d710bd32703724dd9083950386f/pandas-2.3.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:ee15f284898e7b246df8087fc82b87b01686f98ee67d85a17b7ab44143a3a9a0", size = 11540635 }, + { url = "https://files.pythonhosted.org/packages/21/00/266d6b357ad5e6d3ad55093a7e8efc7dd245f5a842b584db9f30b0f0a287/pandas-2.3.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1611aedd912e1ff81ff41c745822980c49ce4a7907537be8692c8dbc31924593", size = 10759079 }, + { url = "https://files.pythonhosted.org/packages/ca/05/d01ef80a7a3a12b2f8bbf16daba1e17c98a2f039cbc8e2f77a2c5a63d382/pandas-2.3.3-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6d2cefc361461662ac48810cb14365a365ce864afe85ef1f447ff5a1e99ea81c", size = 11814049 }, + { url = "https://files.pythonhosted.org/packages/15/b2/0e62f78c0c5ba7e3d2c5945a82456f4fac76c480940f805e0b97fcbc2f65/pandas-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ee67acbbf05014ea6c763beb097e03cd629961c8a632075eeb34247120abcb4b", size = 12332638 }, + { url = "https://files.pythonhosted.org/packages/c5/33/dd70400631b62b9b29c3c93d2feee1d0964dc2bae2e5ad7a6c73a7f25325/pandas-2.3.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:c46467899aaa4da076d5abc11084634e2d197e9460643dd455ac3db5856b24d6", size = 12886834 }, + { url = "https://files.pythonhosted.org/packages/d3/18/b5d48f55821228d0d2692b34fd5034bb185e854bdb592e9c640f6290e012/pandas-2.3.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:6253c72c6a1d990a410bc7de641d34053364ef8bcd3126f7e7450125887dffe3", size = 13409925 }, + { url = "https://files.pythonhosted.org/packages/a6/3d/124ac75fcd0ecc09b8fdccb0246ef65e35b012030defb0e0eba2cbbbe948/pandas-2.3.3-cp314-cp314-win_amd64.whl", hash = "sha256:1b07204a219b3b7350abaae088f451860223a52cfb8a6c53358e7948735158e5", size = 11109071 }, + { url = "https://files.pythonhosted.org/packages/89/9c/0e21c895c38a157e0faa1fb64587a9226d6dd46452cac4532d80c3c4a244/pandas-2.3.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:2462b1a365b6109d275250baaae7b760fd25c726aaca0054649286bcfbb3e8ec", size = 12048504 }, + { url = "https://files.pythonhosted.org/packages/d7/82/b69a1c95df796858777b68fbe6a81d37443a33319761d7c652ce77797475/pandas-2.3.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:0242fe9a49aa8b4d78a4fa03acb397a58833ef6199e9aa40a95f027bb3a1b6e7", size = 11410702 }, + { url = "https://files.pythonhosted.org/packages/f9/88/702bde3ba0a94b8c73a0181e05144b10f13f29ebfc2150c3a79062a8195d/pandas-2.3.3-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a21d830e78df0a515db2b3d2f5570610f5e6bd2e27749770e8bb7b524b89b450", size = 11634535 }, + { url = "https://files.pythonhosted.org/packages/a4/1e/1bac1a839d12e6a82ec6cb40cda2edde64a2013a66963293696bbf31fbbb/pandas-2.3.3-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e3ebdb170b5ef78f19bfb71b0dc5dc58775032361fa188e814959b74d726dd5", size = 12121582 }, + { url = "https://files.pythonhosted.org/packages/44/91/483de934193e12a3b1d6ae7c8645d083ff88dec75f46e827562f1e4b4da6/pandas-2.3.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d051c0e065b94b7a3cea50eb1ec32e912cd96dba41647eb24104b6c6c14c5788", size = 12699963 }, + { url = "https://files.pythonhosted.org/packages/70/44/5191d2e4026f86a2a109053e194d3ba7a31a2d10a9c2348368c63ed4e85a/pandas-2.3.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:3869faf4bd07b3b66a9f462417d0ca3a9df29a9f6abd5d0d0dbab15dac7abe87", size = 13202175 }, ] [[package]] name = "pastel" version = "0.2.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/76/f1/4594f5e0fcddb6953e5b8fe00da8c317b8b41b547e2b3ae2da7512943c62/pastel-0.2.1.tar.gz", hash = "sha256:e6581ac04e973cac858828c6202c1e1e81fee1dc7de7683f3e1ffe0bfd8a573d", size = 7555, upload-time = "2020-09-16T19:21:12.43Z" } +sdist = { url = "https://files.pythonhosted.org/packages/76/f1/4594f5e0fcddb6953e5b8fe00da8c317b8b41b547e2b3ae2da7512943c62/pastel-0.2.1.tar.gz", hash = "sha256:e6581ac04e973cac858828c6202c1e1e81fee1dc7de7683f3e1ffe0bfd8a573d", size = 7555 } wheels = [ - { url = "https://files.pythonhosted.org/packages/aa/18/a8444036c6dd65ba3624c63b734d3ba95ba63ace513078e1580590075d21/pastel-0.2.1-py2.py3-none-any.whl", hash = "sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364", size = 5955, upload-time = "2020-09-16T19:21:11.409Z" }, + { url = "https://files.pythonhosted.org/packages/aa/18/a8444036c6dd65ba3624c63b734d3ba95ba63ace513078e1580590075d21/pastel-0.2.1-py2.py3-none-any.whl", hash = "sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364", size = 5955 }, ] [[package]] name = "pathspec" version = "0.12.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ca/bc/f35b8446f4531a7cb215605d100cd88b7ac6f44ab3fc94870c120ab3adbf/pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712", size = 51043, upload-time = "2023-12-10T22:30:45Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ca/bc/f35b8446f4531a7cb215605d100cd88b7ac6f44ab3fc94870c120ab3adbf/pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712", size = 51043 } wheels = [ - { url = "https://files.pythonhosted.org/packages/cc/20/ff623b09d963f88bfde16306a54e12ee5ea43e9b597108672ff3a408aad6/pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08", size = 31191, upload-time = "2023-12-10T22:30:43.14Z" }, + { url = "https://files.pythonhosted.org/packages/cc/20/ff623b09d963f88bfde16306a54e12ee5ea43e9b597108672ff3a408aad6/pathspec-0.12.1-py3-none-any.whl", hash = "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08", size = 31191 }, ] [[package]] name = "pillow" version = "12.0.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/5a/b0/cace85a1b0c9775a9f8f5d5423c8261c858760e2466c79b2dd184638b056/pillow-12.0.0.tar.gz", hash = "sha256:87d4f8125c9988bfbed67af47dd7a953e2fc7b0cc1e7800ec6d2080d490bb353", size = 47008828, upload-time = "2025-10-15T18:24:14.008Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/5d/08/26e68b6b5da219c2a2cb7b563af008b53bb8e6b6fcb3fa40715fcdb2523a/pillow-12.0.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:3adfb466bbc544b926d50fe8f4a4e6abd8c6bffd28a26177594e6e9b2b76572b", size = 5289809, upload-time = "2025-10-15T18:21:27.791Z" }, - { url = "https://files.pythonhosted.org/packages/cb/e9/4e58fb097fb74c7b4758a680aacd558810a417d1edaa7000142976ef9d2f/pillow-12.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1ac11e8ea4f611c3c0147424eae514028b5e9077dd99ab91e1bd7bc33ff145e1", size = 4650606, upload-time = "2025-10-15T18:21:29.823Z" }, - { url = "https://files.pythonhosted.org/packages/4b/e0/1fa492aa9f77b3bc6d471c468e62bfea1823056bf7e5e4f1914d7ab2565e/pillow-12.0.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d49e2314c373f4c2b39446fb1a45ed333c850e09d0c59ac79b72eb3b95397363", size = 6221023, upload-time = "2025-10-15T18:21:31.415Z" }, - { url = "https://files.pythonhosted.org/packages/c1/09/4de7cd03e33734ccd0c876f0251401f1314e819cbfd89a0fcb6e77927cc6/pillow-12.0.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c7b2a63fd6d5246349f3d3f37b14430d73ee7e8173154461785e43036ffa96ca", size = 8024937, upload-time = "2025-10-15T18:21:33.453Z" }, - { url = "https://files.pythonhosted.org/packages/2e/69/0688e7c1390666592876d9d474f5e135abb4acb39dcb583c4dc5490f1aff/pillow-12.0.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d64317d2587c70324b79861babb9c09f71fbb780bad212018874b2c013d8600e", size = 6334139, upload-time = "2025-10-15T18:21:35.395Z" }, - { url = "https://files.pythonhosted.org/packages/ed/1c/880921e98f525b9b44ce747ad1ea8f73fd7e992bafe3ca5e5644bf433dea/pillow-12.0.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d77153e14b709fd8b8af6f66a3afbb9ed6e9fc5ccf0b6b7e1ced7b036a228782", size = 7026074, upload-time = "2025-10-15T18:21:37.219Z" }, - { url = "https://files.pythonhosted.org/packages/28/03/96f718331b19b355610ef4ebdbbde3557c726513030665071fd025745671/pillow-12.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:32ed80ea8a90ee3e6fa08c21e2e091bba6eda8eccc83dbc34c95169507a91f10", size = 6448852, upload-time = "2025-10-15T18:21:39.168Z" }, - { url = "https://files.pythonhosted.org/packages/3a/a0/6a193b3f0cc9437b122978d2c5cbce59510ccf9a5b48825096ed7472da2f/pillow-12.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c828a1ae702fc712978bda0320ba1b9893d99be0badf2647f693cc01cf0f04fa", size = 7117058, upload-time = "2025-10-15T18:21:40.997Z" }, - { url = "https://files.pythonhosted.org/packages/a7/c4/043192375eaa4463254e8e61f0e2ec9a846b983929a8d0a7122e0a6d6fff/pillow-12.0.0-cp310-cp310-win32.whl", hash = "sha256:bd87e140e45399c818fac4247880b9ce719e4783d767e030a883a970be632275", size = 6295431, upload-time = "2025-10-15T18:21:42.518Z" }, - { url = "https://files.pythonhosted.org/packages/92/c6/c2f2fc7e56301c21827e689bb8b0b465f1b52878b57471a070678c0c33cd/pillow-12.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:455247ac8a4cfb7b9bc45b7e432d10421aea9fc2e74d285ba4072688a74c2e9d", size = 7000412, upload-time = "2025-10-15T18:21:44.404Z" }, - { url = "https://files.pythonhosted.org/packages/b2/d2/5f675067ba82da7a1c238a73b32e3fd78d67f9d9f80fbadd33a40b9c0481/pillow-12.0.0-cp310-cp310-win_arm64.whl", hash = "sha256:6ace95230bfb7cd79ef66caa064bbe2f2a1e63d93471c3a2e1f1348d9f22d6b7", size = 2435903, upload-time = "2025-10-15T18:21:46.29Z" }, - { url = "https://files.pythonhosted.org/packages/0e/5a/a2f6773b64edb921a756eb0729068acad9fc5208a53f4a349396e9436721/pillow-12.0.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:0fd00cac9c03256c8b2ff58f162ebcd2587ad3e1f2e397eab718c47e24d231cc", size = 5289798, upload-time = "2025-10-15T18:21:47.763Z" }, - { url = "https://files.pythonhosted.org/packages/2e/05/069b1f8a2e4b5a37493da6c5868531c3f77b85e716ad7a590ef87d58730d/pillow-12.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a3475b96f5908b3b16c47533daaa87380c491357d197564e0ba34ae75c0f3257", size = 4650589, upload-time = "2025-10-15T18:21:49.515Z" }, - { url = "https://files.pythonhosted.org/packages/61/e3/2c820d6e9a36432503ead175ae294f96861b07600a7156154a086ba7111a/pillow-12.0.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:110486b79f2d112cf6add83b28b627e369219388f64ef2f960fef9ebaf54c642", size = 6230472, upload-time = "2025-10-15T18:21:51.052Z" }, - { url = "https://files.pythonhosted.org/packages/4f/89/63427f51c64209c5e23d4d52071c8d0f21024d3a8a487737caaf614a5795/pillow-12.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5269cc1caeedb67e6f7269a42014f381f45e2e7cd42d834ede3c703a1d915fe3", size = 8033887, upload-time = "2025-10-15T18:21:52.604Z" }, - { url = "https://files.pythonhosted.org/packages/f6/1b/c9711318d4901093c15840f268ad649459cd81984c9ec9887756cca049a5/pillow-12.0.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:aa5129de4e174daccbc59d0a3b6d20eaf24417d59851c07ebb37aeb02947987c", size = 6343964, upload-time = "2025-10-15T18:21:54.619Z" }, - { url = "https://files.pythonhosted.org/packages/41/1e/db9470f2d030b4995083044cd8738cdd1bf773106819f6d8ba12597d5352/pillow-12.0.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bee2a6db3a7242ea309aa7ee8e2780726fed67ff4e5b40169f2c940e7eb09227", size = 7034756, upload-time = "2025-10-15T18:21:56.151Z" }, - { url = "https://files.pythonhosted.org/packages/cc/b0/6177a8bdd5ee4ed87cba2de5a3cc1db55ffbbec6176784ce5bb75aa96798/pillow-12.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:90387104ee8400a7b4598253b4c406f8958f59fcf983a6cea2b50d59f7d63d0b", size = 6458075, upload-time = "2025-10-15T18:21:57.759Z" }, - { url = "https://files.pythonhosted.org/packages/bc/5e/61537aa6fa977922c6a03253a0e727e6e4a72381a80d63ad8eec350684f2/pillow-12.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bc91a56697869546d1b8f0a3ff35224557ae7f881050e99f615e0119bf934b4e", size = 7125955, upload-time = "2025-10-15T18:21:59.372Z" }, - { url = "https://files.pythonhosted.org/packages/1f/3d/d5033539344ee3cbd9a4d69e12e63ca3a44a739eb2d4c8da350a3d38edd7/pillow-12.0.0-cp311-cp311-win32.whl", hash = "sha256:27f95b12453d165099c84f8a8bfdfd46b9e4bda9e0e4b65f0635430027f55739", size = 6298440, upload-time = "2025-10-15T18:22:00.982Z" }, - { url = "https://files.pythonhosted.org/packages/4d/42/aaca386de5cc8bd8a0254516957c1f265e3521c91515b16e286c662854c4/pillow-12.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:b583dc9070312190192631373c6c8ed277254aa6e6084b74bdd0a6d3b221608e", size = 6999256, upload-time = "2025-10-15T18:22:02.617Z" }, - { url = "https://files.pythonhosted.org/packages/ba/f1/9197c9c2d5708b785f631a6dfbfa8eb3fb9672837cb92ae9af812c13b4ed/pillow-12.0.0-cp311-cp311-win_arm64.whl", hash = "sha256:759de84a33be3b178a64c8ba28ad5c135900359e85fb662bc6e403ad4407791d", size = 2436025, upload-time = "2025-10-15T18:22:04.598Z" }, - { url = "https://files.pythonhosted.org/packages/2c/90/4fcce2c22caf044e660a198d740e7fbc14395619e3cb1abad12192c0826c/pillow-12.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:53561a4ddc36facb432fae7a9d8afbfaf94795414f5cdc5fc52f28c1dca90371", size = 5249377, upload-time = "2025-10-15T18:22:05.993Z" }, - { url = "https://files.pythonhosted.org/packages/fd/e0/ed960067543d080691d47d6938ebccbf3976a931c9567ab2fbfab983a5dd/pillow-12.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:71db6b4c1653045dacc1585c1b0d184004f0d7e694c7b34ac165ca70c0838082", size = 4650343, upload-time = "2025-10-15T18:22:07.718Z" }, - { url = "https://files.pythonhosted.org/packages/e7/a1/f81fdeddcb99c044bf7d6faa47e12850f13cee0849537a7d27eeab5534d4/pillow-12.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2fa5f0b6716fc88f11380b88b31fe591a06c6315e955c096c35715788b339e3f", size = 6232981, upload-time = "2025-10-15T18:22:09.287Z" }, - { url = "https://files.pythonhosted.org/packages/88/e1/9098d3ce341a8750b55b0e00c03f1630d6178f38ac191c81c97a3b047b44/pillow-12.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:82240051c6ca513c616f7f9da06e871f61bfd7805f566275841af15015b8f98d", size = 8041399, upload-time = "2025-10-15T18:22:10.872Z" }, - { url = "https://files.pythonhosted.org/packages/a7/62/a22e8d3b602ae8cc01446d0c57a54e982737f44b6f2e1e019a925143771d/pillow-12.0.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:55f818bd74fe2f11d4d7cbc65880a843c4075e0ac7226bc1a23261dbea531953", size = 6347740, upload-time = "2025-10-15T18:22:12.769Z" }, - { url = "https://files.pythonhosted.org/packages/4f/87/424511bdcd02c8d7acf9f65caa09f291a519b16bd83c3fb3374b3d4ae951/pillow-12.0.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b87843e225e74576437fd5b6a4c2205d422754f84a06942cfaf1dc32243e45a8", size = 7040201, upload-time = "2025-10-15T18:22:14.813Z" }, - { url = "https://files.pythonhosted.org/packages/dc/4d/435c8ac688c54d11755aedfdd9f29c9eeddf68d150fe42d1d3dbd2365149/pillow-12.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c607c90ba67533e1b2355b821fef6764d1dd2cbe26b8c1005ae84f7aea25ff79", size = 6462334, upload-time = "2025-10-15T18:22:16.375Z" }, - { url = "https://files.pythonhosted.org/packages/2b/f2/ad34167a8059a59b8ad10bc5c72d4d9b35acc6b7c0877af8ac885b5f2044/pillow-12.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:21f241bdd5080a15bc86d3466a9f6074a9c2c2b314100dd896ac81ee6db2f1ba", size = 7134162, upload-time = "2025-10-15T18:22:17.996Z" }, - { url = "https://files.pythonhosted.org/packages/0c/b1/a7391df6adacf0a5c2cf6ac1cf1fcc1369e7d439d28f637a847f8803beb3/pillow-12.0.0-cp312-cp312-win32.whl", hash = "sha256:dd333073e0cacdc3089525c7df7d39b211bcdf31fc2824e49d01c6b6187b07d0", size = 6298769, upload-time = "2025-10-15T18:22:19.923Z" }, - { url = "https://files.pythonhosted.org/packages/a2/0b/d87733741526541c909bbf159e338dcace4f982daac6e5a8d6be225ca32d/pillow-12.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:9fe611163f6303d1619bbcb653540a4d60f9e55e622d60a3108be0d5b441017a", size = 7001107, upload-time = "2025-10-15T18:22:21.644Z" }, - { url = "https://files.pythonhosted.org/packages/bc/96/aaa61ce33cc98421fb6088af2a03be4157b1e7e0e87087c888e2370a7f45/pillow-12.0.0-cp312-cp312-win_arm64.whl", hash = "sha256:7dfb439562f234f7d57b1ac6bc8fe7f838a4bd49c79230e0f6a1da93e82f1fad", size = 2436012, upload-time = "2025-10-15T18:22:23.621Z" }, - { url = "https://files.pythonhosted.org/packages/62/f2/de993bb2d21b33a98d031ecf6a978e4b61da207bef02f7b43093774c480d/pillow-12.0.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:0869154a2d0546545cde61d1789a6524319fc1897d9ee31218eae7a60ccc5643", size = 4045493, upload-time = "2025-10-15T18:22:25.758Z" }, - { url = "https://files.pythonhosted.org/packages/0e/b6/bc8d0c4c9f6f111a783d045310945deb769b806d7574764234ffd50bc5ea/pillow-12.0.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:a7921c5a6d31b3d756ec980f2f47c0cfdbce0fc48c22a39347a895f41f4a6ea4", size = 4120461, upload-time = "2025-10-15T18:22:27.286Z" }, - { url = "https://files.pythonhosted.org/packages/5d/57/d60d343709366a353dc56adb4ee1e7d8a2cc34e3fbc22905f4167cfec119/pillow-12.0.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:1ee80a59f6ce048ae13cda1abf7fbd2a34ab9ee7d401c46be3ca685d1999a399", size = 3576912, upload-time = "2025-10-15T18:22:28.751Z" }, - { url = "https://files.pythonhosted.org/packages/a4/a4/a0a31467e3f83b94d37568294b01d22b43ae3c5d85f2811769b9c66389dd/pillow-12.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c50f36a62a22d350c96e49ad02d0da41dbd17ddc2e29750dbdba4323f85eb4a5", size = 5249132, upload-time = "2025-10-15T18:22:30.641Z" }, - { url = "https://files.pythonhosted.org/packages/83/06/48eab21dd561de2914242711434c0c0eb992ed08ff3f6107a5f44527f5e9/pillow-12.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:5193fde9a5f23c331ea26d0cf171fbf67e3f247585f50c08b3e205c7aeb4589b", size = 4650099, upload-time = "2025-10-15T18:22:32.73Z" }, - { url = "https://files.pythonhosted.org/packages/fc/bd/69ed99fd46a8dba7c1887156d3572fe4484e3f031405fcc5a92e31c04035/pillow-12.0.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:bde737cff1a975b70652b62d626f7785e0480918dece11e8fef3c0cf057351c3", size = 6230808, upload-time = "2025-10-15T18:22:34.337Z" }, - { url = "https://files.pythonhosted.org/packages/ea/94/8fad659bcdbf86ed70099cb60ae40be6acca434bbc8c4c0d4ef356d7e0de/pillow-12.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a6597ff2b61d121172f5844b53f21467f7082f5fb385a9a29c01414463f93b07", size = 8037804, upload-time = "2025-10-15T18:22:36.402Z" }, - { url = "https://files.pythonhosted.org/packages/20/39/c685d05c06deecfd4e2d1950e9a908aa2ca8bc4e6c3b12d93b9cafbd7837/pillow-12.0.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0b817e7035ea7f6b942c13aa03bb554fc44fea70838ea21f8eb31c638326584e", size = 6345553, upload-time = "2025-10-15T18:22:38.066Z" }, - { url = "https://files.pythonhosted.org/packages/38/57/755dbd06530a27a5ed74f8cb0a7a44a21722ebf318edbe67ddbd7fb28f88/pillow-12.0.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f4f1231b7dec408e8670264ce63e9c71409d9583dd21d32c163e25213ee2a344", size = 7037729, upload-time = "2025-10-15T18:22:39.769Z" }, - { url = "https://files.pythonhosted.org/packages/ca/b6/7e94f4c41d238615674d06ed677c14883103dce1c52e4af16f000338cfd7/pillow-12.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6e51b71417049ad6ab14c49608b4a24d8fb3fe605e5dfabfe523b58064dc3d27", size = 6459789, upload-time = "2025-10-15T18:22:41.437Z" }, - { url = "https://files.pythonhosted.org/packages/9c/14/4448bb0b5e0f22dd865290536d20ec8a23b64e2d04280b89139f09a36bb6/pillow-12.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d120c38a42c234dc9a8c5de7ceaaf899cf33561956acb4941653f8bdc657aa79", size = 7130917, upload-time = "2025-10-15T18:22:43.152Z" }, - { url = "https://files.pythonhosted.org/packages/dd/ca/16c6926cc1c015845745d5c16c9358e24282f1e588237a4c36d2b30f182f/pillow-12.0.0-cp313-cp313-win32.whl", hash = "sha256:4cc6b3b2efff105c6a1656cfe59da4fdde2cda9af1c5e0b58529b24525d0a098", size = 6302391, upload-time = "2025-10-15T18:22:44.753Z" }, - { url = "https://files.pythonhosted.org/packages/6d/2a/dd43dcfd6dae9b6a49ee28a8eedb98c7d5ff2de94a5d834565164667b97b/pillow-12.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905", size = 7007477, upload-time = "2025-10-15T18:22:46.838Z" }, - { url = "https://files.pythonhosted.org/packages/77/f0/72ea067f4b5ae5ead653053212af05ce3705807906ba3f3e8f58ddf617e6/pillow-12.0.0-cp313-cp313-win_arm64.whl", hash = "sha256:9f0b04c6b8584c2c193babcccc908b38ed29524b29dd464bc8801bf10d746a3a", size = 2435918, upload-time = "2025-10-15T18:22:48.399Z" }, - { url = "https://files.pythonhosted.org/packages/f5/5e/9046b423735c21f0487ea6cb5b10f89ea8f8dfbe32576fe052b5ba9d4e5b/pillow-12.0.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:7fa22993bac7b77b78cae22bad1e2a987ddf0d9015c63358032f84a53f23cdc3", size = 5251406, upload-time = "2025-10-15T18:22:49.905Z" }, - { url = "https://files.pythonhosted.org/packages/12/66/982ceebcdb13c97270ef7a56c3969635b4ee7cd45227fa707c94719229c5/pillow-12.0.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f135c702ac42262573fe9714dfe99c944b4ba307af5eb507abef1667e2cbbced", size = 4653218, upload-time = "2025-10-15T18:22:51.587Z" }, - { url = "https://files.pythonhosted.org/packages/16/b3/81e625524688c31859450119bf12674619429cab3119eec0e30a7a1029cb/pillow-12.0.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:c85de1136429c524e55cfa4e033b4a7940ac5c8ee4d9401cc2d1bf48154bbc7b", size = 6266564, upload-time = "2025-10-15T18:22:53.215Z" }, - { url = "https://files.pythonhosted.org/packages/98/59/dfb38f2a41240d2408096e1a76c671d0a105a4a8471b1871c6902719450c/pillow-12.0.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:38df9b4bfd3db902c9c2bd369bcacaf9d935b2fff73709429d95cc41554f7b3d", size = 8069260, upload-time = "2025-10-15T18:22:54.933Z" }, - { url = "https://files.pythonhosted.org/packages/dc/3d/378dbea5cd1874b94c312425ca77b0f47776c78e0df2df751b820c8c1d6c/pillow-12.0.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7d87ef5795da03d742bf49439f9ca4d027cde49c82c5371ba52464aee266699a", size = 6379248, upload-time = "2025-10-15T18:22:56.605Z" }, - { url = "https://files.pythonhosted.org/packages/84/b0/d525ef47d71590f1621510327acec75ae58c721dc071b17d8d652ca494d8/pillow-12.0.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aff9e4d82d082ff9513bdd6acd4f5bd359f5b2c870907d2b0a9c5e10d40c88fe", size = 7066043, upload-time = "2025-10-15T18:22:58.53Z" }, - { url = "https://files.pythonhosted.org/packages/61/2c/aced60e9cf9d0cde341d54bf7932c9ffc33ddb4a1595798b3a5150c7ec4e/pillow-12.0.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:8d8ca2b210ada074d57fcee40c30446c9562e542fc46aedc19baf758a93532ee", size = 6490915, upload-time = "2025-10-15T18:23:00.582Z" }, - { url = "https://files.pythonhosted.org/packages/ef/26/69dcb9b91f4e59f8f34b2332a4a0a951b44f547c4ed39d3e4dcfcff48f89/pillow-12.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:99a7f72fb6249302aa62245680754862a44179b545ded638cf1fef59befb57ef", size = 7157998, upload-time = "2025-10-15T18:23:02.627Z" }, - { url = "https://files.pythonhosted.org/packages/61/2b/726235842220ca95fa441ddf55dd2382b52ab5b8d9c0596fe6b3f23dafe8/pillow-12.0.0-cp313-cp313t-win32.whl", hash = "sha256:4078242472387600b2ce8d93ade8899c12bf33fa89e55ec89fe126e9d6d5d9e9", size = 6306201, upload-time = "2025-10-15T18:23:04.709Z" }, - { url = "https://files.pythonhosted.org/packages/c0/3d/2afaf4e840b2df71344ababf2f8edd75a705ce500e5dc1e7227808312ae1/pillow-12.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2c54c1a783d6d60595d3514f0efe9b37c8808746a66920315bfd34a938d7994b", size = 7013165, upload-time = "2025-10-15T18:23:06.46Z" }, - { url = "https://files.pythonhosted.org/packages/6f/75/3fa09aa5cf6ed04bee3fa575798ddf1ce0bace8edb47249c798077a81f7f/pillow-12.0.0-cp313-cp313t-win_arm64.whl", hash = "sha256:26d9f7d2b604cd23aba3e9faf795787456ac25634d82cd060556998e39c6fa47", size = 2437834, upload-time = "2025-10-15T18:23:08.194Z" }, - { url = "https://files.pythonhosted.org/packages/54/2a/9a8c6ba2c2c07b71bec92cf63e03370ca5e5f5c5b119b742bcc0cde3f9c5/pillow-12.0.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:beeae3f27f62308f1ddbcfb0690bf44b10732f2ef43758f169d5e9303165d3f9", size = 4045531, upload-time = "2025-10-15T18:23:10.121Z" }, - { url = "https://files.pythonhosted.org/packages/84/54/836fdbf1bfb3d66a59f0189ff0b9f5f666cee09c6188309300df04ad71fa/pillow-12.0.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:d4827615da15cd59784ce39d3388275ec093ae3ee8d7f0c089b76fa87af756c2", size = 4120554, upload-time = "2025-10-15T18:23:12.14Z" }, - { url = "https://files.pythonhosted.org/packages/0d/cd/16aec9f0da4793e98e6b54778a5fbce4f375c6646fe662e80600b8797379/pillow-12.0.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:3e42edad50b6909089750e65c91aa09aaf1e0a71310d383f11321b27c224ed8a", size = 3576812, upload-time = "2025-10-15T18:23:13.962Z" }, - { url = "https://files.pythonhosted.org/packages/f6/b7/13957fda356dc46339298b351cae0d327704986337c3c69bb54628c88155/pillow-12.0.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:e5d8efac84c9afcb40914ab49ba063d94f5dbdf5066db4482c66a992f47a3a3b", size = 5252689, upload-time = "2025-10-15T18:23:15.562Z" }, - { url = "https://files.pythonhosted.org/packages/fc/f5/eae31a306341d8f331f43edb2e9122c7661b975433de5e447939ae61c5da/pillow-12.0.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:266cd5f2b63ff316d5a1bba46268e603c9caf5606d44f38c2873c380950576ad", size = 4650186, upload-time = "2025-10-15T18:23:17.379Z" }, - { url = "https://files.pythonhosted.org/packages/86/62/2a88339aa40c4c77e79108facbd307d6091e2c0eb5b8d3cf4977cfca2fe6/pillow-12.0.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:58eea5ebe51504057dd95c5b77d21700b77615ab0243d8152793dc00eb4faf01", size = 6230308, upload-time = "2025-10-15T18:23:18.971Z" }, - { url = "https://files.pythonhosted.org/packages/c7/33/5425a8992bcb32d1cb9fa3dd39a89e613d09a22f2c8083b7bf43c455f760/pillow-12.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f13711b1a5ba512d647a0e4ba79280d3a9a045aaf7e0cc6fbe96b91d4cdf6b0c", size = 8039222, upload-time = "2025-10-15T18:23:20.909Z" }, - { url = "https://files.pythonhosted.org/packages/d8/61/3f5d3b35c5728f37953d3eec5b5f3e77111949523bd2dd7f31a851e50690/pillow-12.0.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6846bd2d116ff42cba6b646edf5bf61d37e5cbd256425fa089fee4ff5c07a99e", size = 6346657, upload-time = "2025-10-15T18:23:23.077Z" }, - { url = "https://files.pythonhosted.org/packages/3a/be/ee90a3d79271227e0f0a33c453531efd6ed14b2e708596ba5dd9be948da3/pillow-12.0.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c98fa880d695de164b4135a52fd2e9cd7b7c90a9d8ac5e9e443a24a95ef9248e", size = 7038482, upload-time = "2025-10-15T18:23:25.005Z" }, - { url = "https://files.pythonhosted.org/packages/44/34/a16b6a4d1ad727de390e9bd9f19f5f669e079e5826ec0f329010ddea492f/pillow-12.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:fa3ed2a29a9e9d2d488b4da81dcb54720ac3104a20bf0bd273f1e4648aff5af9", size = 6461416, upload-time = "2025-10-15T18:23:27.009Z" }, - { url = "https://files.pythonhosted.org/packages/b6/39/1aa5850d2ade7d7ba9f54e4e4c17077244ff7a2d9e25998c38a29749eb3f/pillow-12.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d034140032870024e6b9892c692fe2968493790dd57208b2c37e3fb35f6df3ab", size = 7131584, upload-time = "2025-10-15T18:23:29.752Z" }, - { url = "https://files.pythonhosted.org/packages/bf/db/4fae862f8fad0167073a7733973bfa955f47e2cac3dc3e3e6257d10fab4a/pillow-12.0.0-cp314-cp314-win32.whl", hash = "sha256:1b1b133e6e16105f524a8dec491e0586d072948ce15c9b914e41cdadd209052b", size = 6400621, upload-time = "2025-10-15T18:23:32.06Z" }, - { url = "https://files.pythonhosted.org/packages/2b/24/b350c31543fb0107ab2599464d7e28e6f856027aadda995022e695313d94/pillow-12.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b", size = 7142916, upload-time = "2025-10-15T18:23:34.71Z" }, - { url = "https://files.pythonhosted.org/packages/0f/9b/0ba5a6fd9351793996ef7487c4fdbde8d3f5f75dbedc093bb598648fddf0/pillow-12.0.0-cp314-cp314-win_arm64.whl", hash = "sha256:d52610d51e265a51518692045e372a4c363056130d922a7351429ac9f27e70b0", size = 2523836, upload-time = "2025-10-15T18:23:36.967Z" }, - { url = "https://files.pythonhosted.org/packages/f5/7a/ceee0840aebc579af529b523d530840338ecf63992395842e54edc805987/pillow-12.0.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:1979f4566bb96c1e50a62d9831e2ea2d1211761e5662afc545fa766f996632f6", size = 5255092, upload-time = "2025-10-15T18:23:38.573Z" }, - { url = "https://files.pythonhosted.org/packages/44/76/20776057b4bfd1aef4eeca992ebde0f53a4dce874f3ae693d0ec90a4f79b/pillow-12.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:b2e4b27a6e15b04832fe9bf292b94b5ca156016bbc1ea9c2c20098a0320d6cf6", size = 4653158, upload-time = "2025-10-15T18:23:40.238Z" }, - { url = "https://files.pythonhosted.org/packages/82/3f/d9ff92ace07be8836b4e7e87e6a4c7a8318d47c2f1463ffcf121fc57d9cb/pillow-12.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fb3096c30df99fd01c7bf8e544f392103d0795b9f98ba71a8054bcbf56b255f1", size = 6267882, upload-time = "2025-10-15T18:23:42.434Z" }, - { url = "https://files.pythonhosted.org/packages/9f/7a/4f7ff87f00d3ad33ba21af78bfcd2f032107710baf8280e3722ceec28cda/pillow-12.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7438839e9e053ef79f7112c881cef684013855016f928b168b81ed5835f3e75e", size = 8071001, upload-time = "2025-10-15T18:23:44.29Z" }, - { url = "https://files.pythonhosted.org/packages/75/87/fcea108944a52dad8cca0715ae6247e271eb80459364a98518f1e4f480c1/pillow-12.0.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d5c411a8eaa2299322b647cd932586b1427367fd3184ffbb8f7a219ea2041ca", size = 6380146, upload-time = "2025-10-15T18:23:46.065Z" }, - { url = "https://files.pythonhosted.org/packages/91/52/0d31b5e571ef5fd111d2978b84603fce26aba1b6092f28e941cb46570745/pillow-12.0.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d7e091d464ac59d2c7ad8e7e08105eaf9dafbc3883fd7265ffccc2baad6ac925", size = 7067344, upload-time = "2025-10-15T18:23:47.898Z" }, - { url = "https://files.pythonhosted.org/packages/7b/f4/2dd3d721f875f928d48e83bb30a434dee75a2531bca839bb996bb0aa5a91/pillow-12.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:792a2c0be4dcc18af9d4a2dfd8a11a17d5e25274a1062b0ec1c2d79c76f3e7f8", size = 6491864, upload-time = "2025-10-15T18:23:49.607Z" }, - { url = "https://files.pythonhosted.org/packages/30/4b/667dfcf3d61fc309ba5a15b141845cece5915e39b99c1ceab0f34bf1d124/pillow-12.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:afbefa430092f71a9593a99ab6a4e7538bc9eabbf7bf94f91510d3503943edc4", size = 7158911, upload-time = "2025-10-15T18:23:51.351Z" }, - { url = "https://files.pythonhosted.org/packages/a2/2f/16cabcc6426c32218ace36bf0d55955e813f2958afddbf1d391849fee9d1/pillow-12.0.0-cp314-cp314t-win32.whl", hash = "sha256:3830c769decf88f1289680a59d4f4c46c72573446352e2befec9a8512104fa52", size = 6408045, upload-time = "2025-10-15T18:23:53.177Z" }, - { url = "https://files.pythonhosted.org/packages/35/73/e29aa0c9c666cf787628d3f0dcf379f4791fba79f4936d02f8b37165bdf8/pillow-12.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:905b0365b210c73afb0ebe9101a32572152dfd1c144c7e28968a331b9217b94a", size = 7148282, upload-time = "2025-10-15T18:23:55.316Z" }, - { url = "https://files.pythonhosted.org/packages/c1/70/6b41bdcddf541b437bbb9f47f94d2db5d9ddef6c37ccab8c9107743748a4/pillow-12.0.0-cp314-cp314t-win_arm64.whl", hash = "sha256:99353a06902c2e43b43e8ff74ee65a7d90307d82370604746738a1e0661ccca7", size = 2525630, upload-time = "2025-10-15T18:23:57.149Z" }, - { url = "https://files.pythonhosted.org/packages/1d/b3/582327e6c9f86d037b63beebe981425d6811104cb443e8193824ef1a2f27/pillow-12.0.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:b22bd8c974942477156be55a768f7aa37c46904c175be4e158b6a86e3a6b7ca8", size = 5215068, upload-time = "2025-10-15T18:23:59.594Z" }, - { url = "https://files.pythonhosted.org/packages/fd/d6/67748211d119f3b6540baf90f92fae73ae51d5217b171b0e8b5f7e5d558f/pillow-12.0.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:805ebf596939e48dbb2e4922a1d3852cfc25c38160751ce02da93058b48d252a", size = 4614994, upload-time = "2025-10-15T18:24:01.669Z" }, - { url = "https://files.pythonhosted.org/packages/2d/e1/f8281e5d844c41872b273b9f2c34a4bf64ca08905668c8ae730eedc7c9fa/pillow-12.0.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cae81479f77420d217def5f54b5b9d279804d17e982e0f2fa19b1d1e14ab5197", size = 5246639, upload-time = "2025-10-15T18:24:03.403Z" }, - { url = "https://files.pythonhosted.org/packages/94/5a/0d8ab8ffe8a102ff5df60d0de5af309015163bf710c7bb3e8311dd3b3ad0/pillow-12.0.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:aeaefa96c768fc66818730b952a862235d68825c178f1b3ffd4efd7ad2edcb7c", size = 6986839, upload-time = "2025-10-15T18:24:05.344Z" }, - { url = "https://files.pythonhosted.org/packages/20/2e/3434380e8110b76cd9eb00a363c484b050f949b4bbe84ba770bb8508a02c/pillow-12.0.0-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:09f2d0abef9e4e2f349305a4f8cc784a8a6c2f58a8c4892eea13b10a943bd26e", size = 5313505, upload-time = "2025-10-15T18:24:07.137Z" }, - { url = "https://files.pythonhosted.org/packages/57/ca/5a9d38900d9d74785141d6580950fe705de68af735ff6e727cb911b64740/pillow-12.0.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bdee52571a343d721fb2eb3b090a82d959ff37fc631e3f70422e0c2e029f3e76", size = 5963654, upload-time = "2025-10-15T18:24:09.579Z" }, - { url = "https://files.pythonhosted.org/packages/95/7e/f896623c3c635a90537ac093c6a618ebe1a90d87206e42309cb5d98a1b9e/pillow-12.0.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:b290fd8aa38422444d4b50d579de197557f182ef1068b75f5aa8558638b8d0a5", size = 6997850, upload-time = "2025-10-15T18:24:11.495Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/5a/b0/cace85a1b0c9775a9f8f5d5423c8261c858760e2466c79b2dd184638b056/pillow-12.0.0.tar.gz", hash = "sha256:87d4f8125c9988bfbed67af47dd7a953e2fc7b0cc1e7800ec6d2080d490bb353", size = 47008828 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/5d/08/26e68b6b5da219c2a2cb7b563af008b53bb8e6b6fcb3fa40715fcdb2523a/pillow-12.0.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:3adfb466bbc544b926d50fe8f4a4e6abd8c6bffd28a26177594e6e9b2b76572b", size = 5289809 }, + { url = "https://files.pythonhosted.org/packages/cb/e9/4e58fb097fb74c7b4758a680aacd558810a417d1edaa7000142976ef9d2f/pillow-12.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1ac11e8ea4f611c3c0147424eae514028b5e9077dd99ab91e1bd7bc33ff145e1", size = 4650606 }, + { url = "https://files.pythonhosted.org/packages/4b/e0/1fa492aa9f77b3bc6d471c468e62bfea1823056bf7e5e4f1914d7ab2565e/pillow-12.0.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d49e2314c373f4c2b39446fb1a45ed333c850e09d0c59ac79b72eb3b95397363", size = 6221023 }, + { url = "https://files.pythonhosted.org/packages/c1/09/4de7cd03e33734ccd0c876f0251401f1314e819cbfd89a0fcb6e77927cc6/pillow-12.0.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:c7b2a63fd6d5246349f3d3f37b14430d73ee7e8173154461785e43036ffa96ca", size = 8024937 }, + { url = "https://files.pythonhosted.org/packages/2e/69/0688e7c1390666592876d9d474f5e135abb4acb39dcb583c4dc5490f1aff/pillow-12.0.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d64317d2587c70324b79861babb9c09f71fbb780bad212018874b2c013d8600e", size = 6334139 }, + { url = "https://files.pythonhosted.org/packages/ed/1c/880921e98f525b9b44ce747ad1ea8f73fd7e992bafe3ca5e5644bf433dea/pillow-12.0.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d77153e14b709fd8b8af6f66a3afbb9ed6e9fc5ccf0b6b7e1ced7b036a228782", size = 7026074 }, + { url = "https://files.pythonhosted.org/packages/28/03/96f718331b19b355610ef4ebdbbde3557c726513030665071fd025745671/pillow-12.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:32ed80ea8a90ee3e6fa08c21e2e091bba6eda8eccc83dbc34c95169507a91f10", size = 6448852 }, + { url = "https://files.pythonhosted.org/packages/3a/a0/6a193b3f0cc9437b122978d2c5cbce59510ccf9a5b48825096ed7472da2f/pillow-12.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c828a1ae702fc712978bda0320ba1b9893d99be0badf2647f693cc01cf0f04fa", size = 7117058 }, + { url = "https://files.pythonhosted.org/packages/a7/c4/043192375eaa4463254e8e61f0e2ec9a846b983929a8d0a7122e0a6d6fff/pillow-12.0.0-cp310-cp310-win32.whl", hash = "sha256:bd87e140e45399c818fac4247880b9ce719e4783d767e030a883a970be632275", size = 6295431 }, + { url = "https://files.pythonhosted.org/packages/92/c6/c2f2fc7e56301c21827e689bb8b0b465f1b52878b57471a070678c0c33cd/pillow-12.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:455247ac8a4cfb7b9bc45b7e432d10421aea9fc2e74d285ba4072688a74c2e9d", size = 7000412 }, + { url = "https://files.pythonhosted.org/packages/b2/d2/5f675067ba82da7a1c238a73b32e3fd78d67f9d9f80fbadd33a40b9c0481/pillow-12.0.0-cp310-cp310-win_arm64.whl", hash = "sha256:6ace95230bfb7cd79ef66caa064bbe2f2a1e63d93471c3a2e1f1348d9f22d6b7", size = 2435903 }, + { url = "https://files.pythonhosted.org/packages/0e/5a/a2f6773b64edb921a756eb0729068acad9fc5208a53f4a349396e9436721/pillow-12.0.0-cp311-cp311-macosx_10_10_x86_64.whl", hash = "sha256:0fd00cac9c03256c8b2ff58f162ebcd2587ad3e1f2e397eab718c47e24d231cc", size = 5289798 }, + { url = "https://files.pythonhosted.org/packages/2e/05/069b1f8a2e4b5a37493da6c5868531c3f77b85e716ad7a590ef87d58730d/pillow-12.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a3475b96f5908b3b16c47533daaa87380c491357d197564e0ba34ae75c0f3257", size = 4650589 }, + { url = "https://files.pythonhosted.org/packages/61/e3/2c820d6e9a36432503ead175ae294f96861b07600a7156154a086ba7111a/pillow-12.0.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:110486b79f2d112cf6add83b28b627e369219388f64ef2f960fef9ebaf54c642", size = 6230472 }, + { url = "https://files.pythonhosted.org/packages/4f/89/63427f51c64209c5e23d4d52071c8d0f21024d3a8a487737caaf614a5795/pillow-12.0.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5269cc1caeedb67e6f7269a42014f381f45e2e7cd42d834ede3c703a1d915fe3", size = 8033887 }, + { url = "https://files.pythonhosted.org/packages/f6/1b/c9711318d4901093c15840f268ad649459cd81984c9ec9887756cca049a5/pillow-12.0.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:aa5129de4e174daccbc59d0a3b6d20eaf24417d59851c07ebb37aeb02947987c", size = 6343964 }, + { url = "https://files.pythonhosted.org/packages/41/1e/db9470f2d030b4995083044cd8738cdd1bf773106819f6d8ba12597d5352/pillow-12.0.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bee2a6db3a7242ea309aa7ee8e2780726fed67ff4e5b40169f2c940e7eb09227", size = 7034756 }, + { url = "https://files.pythonhosted.org/packages/cc/b0/6177a8bdd5ee4ed87cba2de5a3cc1db55ffbbec6176784ce5bb75aa96798/pillow-12.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:90387104ee8400a7b4598253b4c406f8958f59fcf983a6cea2b50d59f7d63d0b", size = 6458075 }, + { url = "https://files.pythonhosted.org/packages/bc/5e/61537aa6fa977922c6a03253a0e727e6e4a72381a80d63ad8eec350684f2/pillow-12.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bc91a56697869546d1b8f0a3ff35224557ae7f881050e99f615e0119bf934b4e", size = 7125955 }, + { url = "https://files.pythonhosted.org/packages/1f/3d/d5033539344ee3cbd9a4d69e12e63ca3a44a739eb2d4c8da350a3d38edd7/pillow-12.0.0-cp311-cp311-win32.whl", hash = "sha256:27f95b12453d165099c84f8a8bfdfd46b9e4bda9e0e4b65f0635430027f55739", size = 6298440 }, + { url = "https://files.pythonhosted.org/packages/4d/42/aaca386de5cc8bd8a0254516957c1f265e3521c91515b16e286c662854c4/pillow-12.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:b583dc9070312190192631373c6c8ed277254aa6e6084b74bdd0a6d3b221608e", size = 6999256 }, + { url = "https://files.pythonhosted.org/packages/ba/f1/9197c9c2d5708b785f631a6dfbfa8eb3fb9672837cb92ae9af812c13b4ed/pillow-12.0.0-cp311-cp311-win_arm64.whl", hash = "sha256:759de84a33be3b178a64c8ba28ad5c135900359e85fb662bc6e403ad4407791d", size = 2436025 }, + { url = "https://files.pythonhosted.org/packages/2c/90/4fcce2c22caf044e660a198d740e7fbc14395619e3cb1abad12192c0826c/pillow-12.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:53561a4ddc36facb432fae7a9d8afbfaf94795414f5cdc5fc52f28c1dca90371", size = 5249377 }, + { url = "https://files.pythonhosted.org/packages/fd/e0/ed960067543d080691d47d6938ebccbf3976a931c9567ab2fbfab983a5dd/pillow-12.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:71db6b4c1653045dacc1585c1b0d184004f0d7e694c7b34ac165ca70c0838082", size = 4650343 }, + { url = "https://files.pythonhosted.org/packages/e7/a1/f81fdeddcb99c044bf7d6faa47e12850f13cee0849537a7d27eeab5534d4/pillow-12.0.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:2fa5f0b6716fc88f11380b88b31fe591a06c6315e955c096c35715788b339e3f", size = 6232981 }, + { url = "https://files.pythonhosted.org/packages/88/e1/9098d3ce341a8750b55b0e00c03f1630d6178f38ac191c81c97a3b047b44/pillow-12.0.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:82240051c6ca513c616f7f9da06e871f61bfd7805f566275841af15015b8f98d", size = 8041399 }, + { url = "https://files.pythonhosted.org/packages/a7/62/a22e8d3b602ae8cc01446d0c57a54e982737f44b6f2e1e019a925143771d/pillow-12.0.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:55f818bd74fe2f11d4d7cbc65880a843c4075e0ac7226bc1a23261dbea531953", size = 6347740 }, + { url = "https://files.pythonhosted.org/packages/4f/87/424511bdcd02c8d7acf9f65caa09f291a519b16bd83c3fb3374b3d4ae951/pillow-12.0.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b87843e225e74576437fd5b6a4c2205d422754f84a06942cfaf1dc32243e45a8", size = 7040201 }, + { url = "https://files.pythonhosted.org/packages/dc/4d/435c8ac688c54d11755aedfdd9f29c9eeddf68d150fe42d1d3dbd2365149/pillow-12.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c607c90ba67533e1b2355b821fef6764d1dd2cbe26b8c1005ae84f7aea25ff79", size = 6462334 }, + { url = "https://files.pythonhosted.org/packages/2b/f2/ad34167a8059a59b8ad10bc5c72d4d9b35acc6b7c0877af8ac885b5f2044/pillow-12.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:21f241bdd5080a15bc86d3466a9f6074a9c2c2b314100dd896ac81ee6db2f1ba", size = 7134162 }, + { url = "https://files.pythonhosted.org/packages/0c/b1/a7391df6adacf0a5c2cf6ac1cf1fcc1369e7d439d28f637a847f8803beb3/pillow-12.0.0-cp312-cp312-win32.whl", hash = "sha256:dd333073e0cacdc3089525c7df7d39b211bcdf31fc2824e49d01c6b6187b07d0", size = 6298769 }, + { url = "https://files.pythonhosted.org/packages/a2/0b/d87733741526541c909bbf159e338dcace4f982daac6e5a8d6be225ca32d/pillow-12.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:9fe611163f6303d1619bbcb653540a4d60f9e55e622d60a3108be0d5b441017a", size = 7001107 }, + { url = "https://files.pythonhosted.org/packages/bc/96/aaa61ce33cc98421fb6088af2a03be4157b1e7e0e87087c888e2370a7f45/pillow-12.0.0-cp312-cp312-win_arm64.whl", hash = "sha256:7dfb439562f234f7d57b1ac6bc8fe7f838a4bd49c79230e0f6a1da93e82f1fad", size = 2436012 }, + { url = "https://files.pythonhosted.org/packages/62/f2/de993bb2d21b33a98d031ecf6a978e4b61da207bef02f7b43093774c480d/pillow-12.0.0-cp313-cp313-ios_13_0_arm64_iphoneos.whl", hash = "sha256:0869154a2d0546545cde61d1789a6524319fc1897d9ee31218eae7a60ccc5643", size = 4045493 }, + { url = "https://files.pythonhosted.org/packages/0e/b6/bc8d0c4c9f6f111a783d045310945deb769b806d7574764234ffd50bc5ea/pillow-12.0.0-cp313-cp313-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:a7921c5a6d31b3d756ec980f2f47c0cfdbce0fc48c22a39347a895f41f4a6ea4", size = 4120461 }, + { url = "https://files.pythonhosted.org/packages/5d/57/d60d343709366a353dc56adb4ee1e7d8a2cc34e3fbc22905f4167cfec119/pillow-12.0.0-cp313-cp313-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:1ee80a59f6ce048ae13cda1abf7fbd2a34ab9ee7d401c46be3ca685d1999a399", size = 3576912 }, + { url = "https://files.pythonhosted.org/packages/a4/a4/a0a31467e3f83b94d37568294b01d22b43ae3c5d85f2811769b9c66389dd/pillow-12.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:c50f36a62a22d350c96e49ad02d0da41dbd17ddc2e29750dbdba4323f85eb4a5", size = 5249132 }, + { url = "https://files.pythonhosted.org/packages/83/06/48eab21dd561de2914242711434c0c0eb992ed08ff3f6107a5f44527f5e9/pillow-12.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:5193fde9a5f23c331ea26d0cf171fbf67e3f247585f50c08b3e205c7aeb4589b", size = 4650099 }, + { url = "https://files.pythonhosted.org/packages/fc/bd/69ed99fd46a8dba7c1887156d3572fe4484e3f031405fcc5a92e31c04035/pillow-12.0.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:bde737cff1a975b70652b62d626f7785e0480918dece11e8fef3c0cf057351c3", size = 6230808 }, + { url = "https://files.pythonhosted.org/packages/ea/94/8fad659bcdbf86ed70099cb60ae40be6acca434bbc8c4c0d4ef356d7e0de/pillow-12.0.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:a6597ff2b61d121172f5844b53f21467f7082f5fb385a9a29c01414463f93b07", size = 8037804 }, + { url = "https://files.pythonhosted.org/packages/20/39/c685d05c06deecfd4e2d1950e9a908aa2ca8bc4e6c3b12d93b9cafbd7837/pillow-12.0.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0b817e7035ea7f6b942c13aa03bb554fc44fea70838ea21f8eb31c638326584e", size = 6345553 }, + { url = "https://files.pythonhosted.org/packages/38/57/755dbd06530a27a5ed74f8cb0a7a44a21722ebf318edbe67ddbd7fb28f88/pillow-12.0.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f4f1231b7dec408e8670264ce63e9c71409d9583dd21d32c163e25213ee2a344", size = 7037729 }, + { url = "https://files.pythonhosted.org/packages/ca/b6/7e94f4c41d238615674d06ed677c14883103dce1c52e4af16f000338cfd7/pillow-12.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:6e51b71417049ad6ab14c49608b4a24d8fb3fe605e5dfabfe523b58064dc3d27", size = 6459789 }, + { url = "https://files.pythonhosted.org/packages/9c/14/4448bb0b5e0f22dd865290536d20ec8a23b64e2d04280b89139f09a36bb6/pillow-12.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:d120c38a42c234dc9a8c5de7ceaaf899cf33561956acb4941653f8bdc657aa79", size = 7130917 }, + { url = "https://files.pythonhosted.org/packages/dd/ca/16c6926cc1c015845745d5c16c9358e24282f1e588237a4c36d2b30f182f/pillow-12.0.0-cp313-cp313-win32.whl", hash = "sha256:4cc6b3b2efff105c6a1656cfe59da4fdde2cda9af1c5e0b58529b24525d0a098", size = 6302391 }, + { url = "https://files.pythonhosted.org/packages/6d/2a/dd43dcfd6dae9b6a49ee28a8eedb98c7d5ff2de94a5d834565164667b97b/pillow-12.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:4cf7fed4b4580601c4345ceb5d4cbf5a980d030fd5ad07c4d2ec589f95f09905", size = 7007477 }, + { url = "https://files.pythonhosted.org/packages/77/f0/72ea067f4b5ae5ead653053212af05ce3705807906ba3f3e8f58ddf617e6/pillow-12.0.0-cp313-cp313-win_arm64.whl", hash = "sha256:9f0b04c6b8584c2c193babcccc908b38ed29524b29dd464bc8801bf10d746a3a", size = 2435918 }, + { url = "https://files.pythonhosted.org/packages/f5/5e/9046b423735c21f0487ea6cb5b10f89ea8f8dfbe32576fe052b5ba9d4e5b/pillow-12.0.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:7fa22993bac7b77b78cae22bad1e2a987ddf0d9015c63358032f84a53f23cdc3", size = 5251406 }, + { url = "https://files.pythonhosted.org/packages/12/66/982ceebcdb13c97270ef7a56c3969635b4ee7cd45227fa707c94719229c5/pillow-12.0.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:f135c702ac42262573fe9714dfe99c944b4ba307af5eb507abef1667e2cbbced", size = 4653218 }, + { url = "https://files.pythonhosted.org/packages/16/b3/81e625524688c31859450119bf12674619429cab3119eec0e30a7a1029cb/pillow-12.0.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:c85de1136429c524e55cfa4e033b4a7940ac5c8ee4d9401cc2d1bf48154bbc7b", size = 6266564 }, + { url = "https://files.pythonhosted.org/packages/98/59/dfb38f2a41240d2408096e1a76c671d0a105a4a8471b1871c6902719450c/pillow-12.0.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:38df9b4bfd3db902c9c2bd369bcacaf9d935b2fff73709429d95cc41554f7b3d", size = 8069260 }, + { url = "https://files.pythonhosted.org/packages/dc/3d/378dbea5cd1874b94c312425ca77b0f47776c78e0df2df751b820c8c1d6c/pillow-12.0.0-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7d87ef5795da03d742bf49439f9ca4d027cde49c82c5371ba52464aee266699a", size = 6379248 }, + { url = "https://files.pythonhosted.org/packages/84/b0/d525ef47d71590f1621510327acec75ae58c721dc071b17d8d652ca494d8/pillow-12.0.0-cp313-cp313t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:aff9e4d82d082ff9513bdd6acd4f5bd359f5b2c870907d2b0a9c5e10d40c88fe", size = 7066043 }, + { url = "https://files.pythonhosted.org/packages/61/2c/aced60e9cf9d0cde341d54bf7932c9ffc33ddb4a1595798b3a5150c7ec4e/pillow-12.0.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:8d8ca2b210ada074d57fcee40c30446c9562e542fc46aedc19baf758a93532ee", size = 6490915 }, + { url = "https://files.pythonhosted.org/packages/ef/26/69dcb9b91f4e59f8f34b2332a4a0a951b44f547c4ed39d3e4dcfcff48f89/pillow-12.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:99a7f72fb6249302aa62245680754862a44179b545ded638cf1fef59befb57ef", size = 7157998 }, + { url = "https://files.pythonhosted.org/packages/61/2b/726235842220ca95fa441ddf55dd2382b52ab5b8d9c0596fe6b3f23dafe8/pillow-12.0.0-cp313-cp313t-win32.whl", hash = "sha256:4078242472387600b2ce8d93ade8899c12bf33fa89e55ec89fe126e9d6d5d9e9", size = 6306201 }, + { url = "https://files.pythonhosted.org/packages/c0/3d/2afaf4e840b2df71344ababf2f8edd75a705ce500e5dc1e7227808312ae1/pillow-12.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:2c54c1a783d6d60595d3514f0efe9b37c8808746a66920315bfd34a938d7994b", size = 7013165 }, + { url = "https://files.pythonhosted.org/packages/6f/75/3fa09aa5cf6ed04bee3fa575798ddf1ce0bace8edb47249c798077a81f7f/pillow-12.0.0-cp313-cp313t-win_arm64.whl", hash = "sha256:26d9f7d2b604cd23aba3e9faf795787456ac25634d82cd060556998e39c6fa47", size = 2437834 }, + { url = "https://files.pythonhosted.org/packages/54/2a/9a8c6ba2c2c07b71bec92cf63e03370ca5e5f5c5b119b742bcc0cde3f9c5/pillow-12.0.0-cp314-cp314-ios_13_0_arm64_iphoneos.whl", hash = "sha256:beeae3f27f62308f1ddbcfb0690bf44b10732f2ef43758f169d5e9303165d3f9", size = 4045531 }, + { url = "https://files.pythonhosted.org/packages/84/54/836fdbf1bfb3d66a59f0189ff0b9f5f666cee09c6188309300df04ad71fa/pillow-12.0.0-cp314-cp314-ios_13_0_arm64_iphonesimulator.whl", hash = "sha256:d4827615da15cd59784ce39d3388275ec093ae3ee8d7f0c089b76fa87af756c2", size = 4120554 }, + { url = "https://files.pythonhosted.org/packages/0d/cd/16aec9f0da4793e98e6b54778a5fbce4f375c6646fe662e80600b8797379/pillow-12.0.0-cp314-cp314-ios_13_0_x86_64_iphonesimulator.whl", hash = "sha256:3e42edad50b6909089750e65c91aa09aaf1e0a71310d383f11321b27c224ed8a", size = 3576812 }, + { url = "https://files.pythonhosted.org/packages/f6/b7/13957fda356dc46339298b351cae0d327704986337c3c69bb54628c88155/pillow-12.0.0-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:e5d8efac84c9afcb40914ab49ba063d94f5dbdf5066db4482c66a992f47a3a3b", size = 5252689 }, + { url = "https://files.pythonhosted.org/packages/fc/f5/eae31a306341d8f331f43edb2e9122c7661b975433de5e447939ae61c5da/pillow-12.0.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:266cd5f2b63ff316d5a1bba46268e603c9caf5606d44f38c2873c380950576ad", size = 4650186 }, + { url = "https://files.pythonhosted.org/packages/86/62/2a88339aa40c4c77e79108facbd307d6091e2c0eb5b8d3cf4977cfca2fe6/pillow-12.0.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:58eea5ebe51504057dd95c5b77d21700b77615ab0243d8152793dc00eb4faf01", size = 6230308 }, + { url = "https://files.pythonhosted.org/packages/c7/33/5425a8992bcb32d1cb9fa3dd39a89e613d09a22f2c8083b7bf43c455f760/pillow-12.0.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:f13711b1a5ba512d647a0e4ba79280d3a9a045aaf7e0cc6fbe96b91d4cdf6b0c", size = 8039222 }, + { url = "https://files.pythonhosted.org/packages/d8/61/3f5d3b35c5728f37953d3eec5b5f3e77111949523bd2dd7f31a851e50690/pillow-12.0.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6846bd2d116ff42cba6b646edf5bf61d37e5cbd256425fa089fee4ff5c07a99e", size = 6346657 }, + { url = "https://files.pythonhosted.org/packages/3a/be/ee90a3d79271227e0f0a33c453531efd6ed14b2e708596ba5dd9be948da3/pillow-12.0.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c98fa880d695de164b4135a52fd2e9cd7b7c90a9d8ac5e9e443a24a95ef9248e", size = 7038482 }, + { url = "https://files.pythonhosted.org/packages/44/34/a16b6a4d1ad727de390e9bd9f19f5f669e079e5826ec0f329010ddea492f/pillow-12.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:fa3ed2a29a9e9d2d488b4da81dcb54720ac3104a20bf0bd273f1e4648aff5af9", size = 6461416 }, + { url = "https://files.pythonhosted.org/packages/b6/39/1aa5850d2ade7d7ba9f54e4e4c17077244ff7a2d9e25998c38a29749eb3f/pillow-12.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d034140032870024e6b9892c692fe2968493790dd57208b2c37e3fb35f6df3ab", size = 7131584 }, + { url = "https://files.pythonhosted.org/packages/bf/db/4fae862f8fad0167073a7733973bfa955f47e2cac3dc3e3e6257d10fab4a/pillow-12.0.0-cp314-cp314-win32.whl", hash = "sha256:1b1b133e6e16105f524a8dec491e0586d072948ce15c9b914e41cdadd209052b", size = 6400621 }, + { url = "https://files.pythonhosted.org/packages/2b/24/b350c31543fb0107ab2599464d7e28e6f856027aadda995022e695313d94/pillow-12.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:8dc232e39d409036af549c86f24aed8273a40ffa459981146829a324e0848b4b", size = 7142916 }, + { url = "https://files.pythonhosted.org/packages/0f/9b/0ba5a6fd9351793996ef7487c4fdbde8d3f5f75dbedc093bb598648fddf0/pillow-12.0.0-cp314-cp314-win_arm64.whl", hash = "sha256:d52610d51e265a51518692045e372a4c363056130d922a7351429ac9f27e70b0", size = 2523836 }, + { url = "https://files.pythonhosted.org/packages/f5/7a/ceee0840aebc579af529b523d530840338ecf63992395842e54edc805987/pillow-12.0.0-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:1979f4566bb96c1e50a62d9831e2ea2d1211761e5662afc545fa766f996632f6", size = 5255092 }, + { url = "https://files.pythonhosted.org/packages/44/76/20776057b4bfd1aef4eeca992ebde0f53a4dce874f3ae693d0ec90a4f79b/pillow-12.0.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:b2e4b27a6e15b04832fe9bf292b94b5ca156016bbc1ea9c2c20098a0320d6cf6", size = 4653158 }, + { url = "https://files.pythonhosted.org/packages/82/3f/d9ff92ace07be8836b4e7e87e6a4c7a8318d47c2f1463ffcf121fc57d9cb/pillow-12.0.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fb3096c30df99fd01c7bf8e544f392103d0795b9f98ba71a8054bcbf56b255f1", size = 6267882 }, + { url = "https://files.pythonhosted.org/packages/9f/7a/4f7ff87f00d3ad33ba21af78bfcd2f032107710baf8280e3722ceec28cda/pillow-12.0.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7438839e9e053ef79f7112c881cef684013855016f928b168b81ed5835f3e75e", size = 8071001 }, + { url = "https://files.pythonhosted.org/packages/75/87/fcea108944a52dad8cca0715ae6247e271eb80459364a98518f1e4f480c1/pillow-12.0.0-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d5c411a8eaa2299322b647cd932586b1427367fd3184ffbb8f7a219ea2041ca", size = 6380146 }, + { url = "https://files.pythonhosted.org/packages/91/52/0d31b5e571ef5fd111d2978b84603fce26aba1b6092f28e941cb46570745/pillow-12.0.0-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d7e091d464ac59d2c7ad8e7e08105eaf9dafbc3883fd7265ffccc2baad6ac925", size = 7067344 }, + { url = "https://files.pythonhosted.org/packages/7b/f4/2dd3d721f875f928d48e83bb30a434dee75a2531bca839bb996bb0aa5a91/pillow-12.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:792a2c0be4dcc18af9d4a2dfd8a11a17d5e25274a1062b0ec1c2d79c76f3e7f8", size = 6491864 }, + { url = "https://files.pythonhosted.org/packages/30/4b/667dfcf3d61fc309ba5a15b141845cece5915e39b99c1ceab0f34bf1d124/pillow-12.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:afbefa430092f71a9593a99ab6a4e7538bc9eabbf7bf94f91510d3503943edc4", size = 7158911 }, + { url = "https://files.pythonhosted.org/packages/a2/2f/16cabcc6426c32218ace36bf0d55955e813f2958afddbf1d391849fee9d1/pillow-12.0.0-cp314-cp314t-win32.whl", hash = "sha256:3830c769decf88f1289680a59d4f4c46c72573446352e2befec9a8512104fa52", size = 6408045 }, + { url = "https://files.pythonhosted.org/packages/35/73/e29aa0c9c666cf787628d3f0dcf379f4791fba79f4936d02f8b37165bdf8/pillow-12.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:905b0365b210c73afb0ebe9101a32572152dfd1c144c7e28968a331b9217b94a", size = 7148282 }, + { url = "https://files.pythonhosted.org/packages/c1/70/6b41bdcddf541b437bbb9f47f94d2db5d9ddef6c37ccab8c9107743748a4/pillow-12.0.0-cp314-cp314t-win_arm64.whl", hash = "sha256:99353a06902c2e43b43e8ff74ee65a7d90307d82370604746738a1e0661ccca7", size = 2525630 }, + { url = "https://files.pythonhosted.org/packages/1d/b3/582327e6c9f86d037b63beebe981425d6811104cb443e8193824ef1a2f27/pillow-12.0.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:b22bd8c974942477156be55a768f7aa37c46904c175be4e158b6a86e3a6b7ca8", size = 5215068 }, + { url = "https://files.pythonhosted.org/packages/fd/d6/67748211d119f3b6540baf90f92fae73ae51d5217b171b0e8b5f7e5d558f/pillow-12.0.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:805ebf596939e48dbb2e4922a1d3852cfc25c38160751ce02da93058b48d252a", size = 4614994 }, + { url = "https://files.pythonhosted.org/packages/2d/e1/f8281e5d844c41872b273b9f2c34a4bf64ca08905668c8ae730eedc7c9fa/pillow-12.0.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:cae81479f77420d217def5f54b5b9d279804d17e982e0f2fa19b1d1e14ab5197", size = 5246639 }, + { url = "https://files.pythonhosted.org/packages/94/5a/0d8ab8ffe8a102ff5df60d0de5af309015163bf710c7bb3e8311dd3b3ad0/pillow-12.0.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:aeaefa96c768fc66818730b952a862235d68825c178f1b3ffd4efd7ad2edcb7c", size = 6986839 }, + { url = "https://files.pythonhosted.org/packages/20/2e/3434380e8110b76cd9eb00a363c484b050f949b4bbe84ba770bb8508a02c/pillow-12.0.0-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:09f2d0abef9e4e2f349305a4f8cc784a8a6c2f58a8c4892eea13b10a943bd26e", size = 5313505 }, + { url = "https://files.pythonhosted.org/packages/57/ca/5a9d38900d9d74785141d6580950fe705de68af735ff6e727cb911b64740/pillow-12.0.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bdee52571a343d721fb2eb3b090a82d959ff37fc631e3f70422e0c2e029f3e76", size = 5963654 }, + { url = "https://files.pythonhosted.org/packages/95/7e/f896623c3c635a90537ac093c6a618ebe1a90d87206e42309cb5d98a1b9e/pillow-12.0.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:b290fd8aa38422444d4b50d579de197557f182ef1068b75f5aa8558638b8d0a5", size = 6997850 }, ] [[package]] name = "pip" version = "25.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/fe/6e/74a3f0179a4a73a53d66ce57fdb4de0080a8baa1de0063de206d6167acc2/pip-25.3.tar.gz", hash = "sha256:8d0538dbbd7babbd207f261ed969c65de439f6bc9e5dbd3b3b9a77f25d95f343", size = 1803014, upload-time = "2025-10-25T00:55:41.394Z" } +sdist = { url = "https://files.pythonhosted.org/packages/fe/6e/74a3f0179a4a73a53d66ce57fdb4de0080a8baa1de0063de206d6167acc2/pip-25.3.tar.gz", hash = "sha256:8d0538dbbd7babbd207f261ed969c65de439f6bc9e5dbd3b3b9a77f25d95f343", size = 1803014 } wheels = [ - { url = "https://files.pythonhosted.org/packages/44/3c/d717024885424591d5376220b5e836c2d5293ce2011523c9de23ff7bf068/pip-25.3-py3-none-any.whl", hash = "sha256:9655943313a94722b7774661c21049070f6bbb0a1516bf02f7c8d5d9201514cd", size = 1778622, upload-time = "2025-10-25T00:55:39.247Z" }, + { url = "https://files.pythonhosted.org/packages/44/3c/d717024885424591d5376220b5e836c2d5293ce2011523c9de23ff7bf068/pip-25.3-py3-none-any.whl", hash = "sha256:9655943313a94722b7774661c21049070f6bbb0a1516bf02f7c8d5d9201514cd", size = 1778622 }, ] [[package]] name = "platformdirs" version = "4.5.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/61/33/9611380c2bdb1225fdef633e2a9610622310fed35ab11dac9620972ee088/platformdirs-4.5.0.tar.gz", hash = "sha256:70ddccdd7c99fc5942e9fc25636a8b34d04c24b335100223152c2803e4063312", size = 21632, upload-time = "2025-10-08T17:44:48.791Z" } +sdist = { url = "https://files.pythonhosted.org/packages/61/33/9611380c2bdb1225fdef633e2a9610622310fed35ab11dac9620972ee088/platformdirs-4.5.0.tar.gz", hash = "sha256:70ddccdd7c99fc5942e9fc25636a8b34d04c24b335100223152c2803e4063312", size = 21632 } wheels = [ - { url = "https://files.pythonhosted.org/packages/73/cb/ac7874b3e5d58441674fb70742e6c374b28b0c7cb988d37d991cde47166c/platformdirs-4.5.0-py3-none-any.whl", hash = "sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3", size = 18651, upload-time = "2025-10-08T17:44:47.223Z" }, + { url = "https://files.pythonhosted.org/packages/73/cb/ac7874b3e5d58441674fb70742e6c374b28b0c7cb988d37d991cde47166c/platformdirs-4.5.0-py3-none-any.whl", hash = "sha256:e578a81bb873cbb89a41fcc904c7ef523cc18284b7e3b3ccf06aca1403b7ebd3", size = 18651 }, ] [[package]] @@ -4065,27 +4061,27 @@ dependencies = [ { name = "narwhals", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "packaging", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/06/e6/b768650072837505804bed4790c5449ba348a3b720e27ca7605414e998cd/plotly-6.4.0.tar.gz", hash = "sha256:68c6db2ed2180289ef978f087841148b7efda687552276da15a6e9b92107052a", size = 7012379, upload-time = "2025-11-04T17:59:26.45Z" } +sdist = { url = "https://files.pythonhosted.org/packages/06/e6/b768650072837505804bed4790c5449ba348a3b720e27ca7605414e998cd/plotly-6.4.0.tar.gz", hash = "sha256:68c6db2ed2180289ef978f087841148b7efda687552276da15a6e9b92107052a", size = 7012379 } wheels = [ - { url = "https://files.pythonhosted.org/packages/78/ae/89b45ccccfeebc464c9233de5675990f75241b8ee4cd63227800fdf577d1/plotly-6.4.0-py3-none-any.whl", hash = "sha256:a1062eafbdc657976c2eedd276c90e184ccd6c21282a5e9ee8f20efca9c9a4c5", size = 9892458, upload-time = "2025-11-04T17:59:22.622Z" }, + { url = "https://files.pythonhosted.org/packages/78/ae/89b45ccccfeebc464c9233de5675990f75241b8ee4cd63227800fdf577d1/plotly-6.4.0-py3-none-any.whl", hash = "sha256:a1062eafbdc657976c2eedd276c90e184ccd6c21282a5e9ee8f20efca9c9a4c5", size = 9892458 }, ] [[package]] name = "pluggy" version = "1.6.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/f9/e2/3e91f31a7d2b083fe6ef3fa267035b518369d9511ffab804f839851d2779/pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3", size = 69412, upload-time = "2025-05-15T12:30:07.975Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f9/e2/3e91f31a7d2b083fe6ef3fa267035b518369d9511ffab804f839851d2779/pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3", size = 69412 } wheels = [ - { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538, upload-time = "2025-05-15T12:30:06.134Z" }, + { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538 }, ] [[package]] name = "ply" version = "3.11" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e5/69/882ee5c9d017149285cab114ebeab373308ef0f874fcdac9beb90e0ac4da/ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3", size = 159130, upload-time = "2018-02-15T19:01:31.097Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e5/69/882ee5c9d017149285cab114ebeab373308ef0f874fcdac9beb90e0ac4da/ply-3.11.tar.gz", hash = "sha256:00c7c1aaa88358b9c765b6d3000c6eec0ba42abca5351b095321aef446081da3", size = 159130 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a3/58/35da89ee790598a0700ea49b2a66594140f44dec458c07e8e3d4979137fc/ply-3.11-py2.py3-none-any.whl", hash = "sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce", size = 49567, upload-time = "2018-02-15T19:01:27.172Z" }, + { url = "https://files.pythonhosted.org/packages/a3/58/35da89ee790598a0700ea49b2a66594140f44dec458c07e8e3d4979137fc/ply-3.11-py2.py3-none-any.whl", hash = "sha256:096f9b8350b65ebd2fd1346b12452efe5b9607f7482813ffca50c22722a807ce", size = 49567 }, ] [[package]] @@ -4097,9 +4093,9 @@ dependencies = [ { name = "pyyaml", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "tomli", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/a5/f2/273fe54a78dc5c6c8dd63db71f5a6ceb95e4648516b5aeaeff4bde804e44/poethepoet-0.37.0.tar.gz", hash = "sha256:73edf458707c674a079baa46802e21455bda3a7f82a408e58c31b9f4fe8e933d", size = 68570, upload-time = "2025-08-11T18:00:29.103Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a5/f2/273fe54a78dc5c6c8dd63db71f5a6ceb95e4648516b5aeaeff4bde804e44/poethepoet-0.37.0.tar.gz", hash = "sha256:73edf458707c674a079baa46802e21455bda3a7f82a408e58c31b9f4fe8e933d", size = 68570 } wheels = [ - { url = "https://files.pythonhosted.org/packages/92/1b/5337af1a6a478d25a3e3c56b9b4b42b0a160314e02f4a0498d5322c8dac4/poethepoet-0.37.0-py3-none-any.whl", hash = "sha256:861790276315abcc8df1b4bd60e28c3d48a06db273edd3092f3c94e1a46e5e22", size = 90062, upload-time = "2025-08-11T18:00:27.595Z" }, + { url = "https://files.pythonhosted.org/packages/92/1b/5337af1a6a478d25a3e3c56b9b4b42b0a160314e02f4a0498d5322c8dac4/poethepoet-0.37.0-py3-none-any.whl", hash = "sha256:861790276315abcc8df1b4bd60e28c3d48a06db273edd3092f3c94e1a46e5e22", size = 90062 }, ] [[package]] @@ -4109,23 +4105,23 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "polars-runtime-32", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/9b/5b/3caad788d93304026cbf0ab4c37f8402058b64a2f153b9c62f8b30f5d2ee/polars-1.35.1.tar.gz", hash = "sha256:06548e6d554580151d6ca7452d74bceeec4640b5b9261836889b8e68cfd7a62e", size = 694881, upload-time = "2025-10-30T12:12:52.294Z" } +sdist = { url = "https://files.pythonhosted.org/packages/9b/5b/3caad788d93304026cbf0ab4c37f8402058b64a2f153b9c62f8b30f5d2ee/polars-1.35.1.tar.gz", hash = "sha256:06548e6d554580151d6ca7452d74bceeec4640b5b9261836889b8e68cfd7a62e", size = 694881 } wheels = [ - { url = "https://files.pythonhosted.org/packages/9f/4c/21a227b722534404241c2a76beceb7463469d50c775a227fc5c209eb8adc/polars-1.35.1-py3-none-any.whl", hash = "sha256:c29a933f28aa330d96a633adbd79aa5e6a6247a802a720eead9933f4613bdbf4", size = 783598, upload-time = "2025-10-30T12:11:54.668Z" }, + { url = "https://files.pythonhosted.org/packages/9f/4c/21a227b722534404241c2a76beceb7463469d50c775a227fc5c209eb8adc/polars-1.35.1-py3-none-any.whl", hash = "sha256:c29a933f28aa330d96a633adbd79aa5e6a6247a802a720eead9933f4613bdbf4", size = 783598 }, ] [[package]] name = "polars-runtime-32" version = "1.35.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/df/3e/19c252e8eb4096300c1a36ec3e50a27e5fa9a1ccaf32d3927793c16abaee/polars_runtime_32-1.35.1.tar.gz", hash = "sha256:f6b4ec9cd58b31c87af1b8c110c9c986d82345f1d50d7f7595b5d447a19dc365", size = 2696218, upload-time = "2025-10-30T12:12:53.479Z" } +sdist = { url = "https://files.pythonhosted.org/packages/df/3e/19c252e8eb4096300c1a36ec3e50a27e5fa9a1ccaf32d3927793c16abaee/polars_runtime_32-1.35.1.tar.gz", hash = "sha256:f6b4ec9cd58b31c87af1b8c110c9c986d82345f1d50d7f7595b5d447a19dc365", size = 2696218 } wheels = [ - { url = "https://files.pythonhosted.org/packages/08/2c/da339459805a26105e9d9c2f07e43ca5b8baeee55acd5457e6881487a79a/polars_runtime_32-1.35.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:6f051a42f6ae2f26e3bc2cf1f170f2120602976e2a3ffb6cfba742eecc7cc620", size = 40525100, upload-time = "2025-10-30T12:11:58.098Z" }, - { url = "https://files.pythonhosted.org/packages/27/70/a0733568b3533481924d2ce68b279ab3d7334e5fa6ed259f671f650b7c5e/polars_runtime_32-1.35.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:c2232f9cf05ba59efc72d940b86c033d41fd2d70bf2742e8115ed7112a766aa9", size = 36701908, upload-time = "2025-10-30T12:12:02.166Z" }, - { url = "https://files.pythonhosted.org/packages/46/54/6c09137bef9da72fd891ba58c2962cc7c6c5cad4649c0e668d6b344a9d7b/polars_runtime_32-1.35.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42f9837348557fd674477ea40a6ac8a7e839674f6dd0a199df24be91b026024c", size = 41317692, upload-time = "2025-10-30T12:12:04.928Z" }, - { url = "https://files.pythonhosted.org/packages/22/55/81c5b266a947c339edd7fbaa9e1d9614012d02418453f48b76cc177d3dd9/polars_runtime_32-1.35.1-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:c873aeb36fed182d5ebc35ca17c7eb193fe83ae2ea551ee8523ec34776731390", size = 37853058, upload-time = "2025-10-30T12:12:08.342Z" }, - { url = "https://files.pythonhosted.org/packages/6c/58/be8b034d559eac515f52408fd6537be9bea095bc0388946a4e38910d3d50/polars_runtime_32-1.35.1-cp39-abi3-win_amd64.whl", hash = "sha256:35cde9453ca7032933f0e58e9ed4388f5a1e415dd0db2dd1e442c81d815e630c", size = 41289554, upload-time = "2025-10-30T12:12:11.104Z" }, - { url = "https://files.pythonhosted.org/packages/f4/7f/e0111b9e2a1169ea82cde3ded9c92683e93c26dfccd72aee727996a1ac5b/polars_runtime_32-1.35.1-cp39-abi3-win_arm64.whl", hash = "sha256:fd77757a6c9eb9865c4bfb7b07e22225207c6b7da382bd0b9bd47732f637105d", size = 36958878, upload-time = "2025-10-30T12:12:15.206Z" }, + { url = "https://files.pythonhosted.org/packages/08/2c/da339459805a26105e9d9c2f07e43ca5b8baeee55acd5457e6881487a79a/polars_runtime_32-1.35.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:6f051a42f6ae2f26e3bc2cf1f170f2120602976e2a3ffb6cfba742eecc7cc620", size = 40525100 }, + { url = "https://files.pythonhosted.org/packages/27/70/a0733568b3533481924d2ce68b279ab3d7334e5fa6ed259f671f650b7c5e/polars_runtime_32-1.35.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:c2232f9cf05ba59efc72d940b86c033d41fd2d70bf2742e8115ed7112a766aa9", size = 36701908 }, + { url = "https://files.pythonhosted.org/packages/46/54/6c09137bef9da72fd891ba58c2962cc7c6c5cad4649c0e668d6b344a9d7b/polars_runtime_32-1.35.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:42f9837348557fd674477ea40a6ac8a7e839674f6dd0a199df24be91b026024c", size = 41317692 }, + { url = "https://files.pythonhosted.org/packages/22/55/81c5b266a947c339edd7fbaa9e1d9614012d02418453f48b76cc177d3dd9/polars_runtime_32-1.35.1-cp39-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:c873aeb36fed182d5ebc35ca17c7eb193fe83ae2ea551ee8523ec34776731390", size = 37853058 }, + { url = "https://files.pythonhosted.org/packages/6c/58/be8b034d559eac515f52408fd6537be9bea095bc0388946a4e38910d3d50/polars_runtime_32-1.35.1-cp39-abi3-win_amd64.whl", hash = "sha256:35cde9453ca7032933f0e58e9ed4388f5a1e415dd0db2dd1e442c81d815e630c", size = 41289554 }, + { url = "https://files.pythonhosted.org/packages/f4/7f/e0111b9e2a1169ea82cde3ded9c92683e93c26dfccd72aee727996a1ac5b/polars_runtime_32-1.35.1-cp39-abi3-win_arm64.whl", hash = "sha256:fd77757a6c9eb9865c4bfb7b07e22225207c6b7da382bd0b9bd47732f637105d", size = 36958878 }, ] [[package]] @@ -4135,9 +4131,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pywin32", marker = "sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/5e/77/65b857a69ed876e1951e88aaba60f5ce6120c33703f7cb61a3c894b8c1b6/portalocker-3.2.0.tar.gz", hash = "sha256:1f3002956a54a8c3730586c5c77bf18fae4149e07eaf1c29fc3faf4d5a3f89ac", size = 95644, upload-time = "2025-06-14T13:20:40.03Z" } +sdist = { url = "https://files.pythonhosted.org/packages/5e/77/65b857a69ed876e1951e88aaba60f5ce6120c33703f7cb61a3c894b8c1b6/portalocker-3.2.0.tar.gz", hash = "sha256:1f3002956a54a8c3730586c5c77bf18fae4149e07eaf1c29fc3faf4d5a3f89ac", size = 95644 } wheels = [ - { url = "https://files.pythonhosted.org/packages/4b/a6/38c8e2f318bf67d338f4d629e93b0b4b9af331f455f0390ea8ce4a099b26/portalocker-3.2.0-py3-none-any.whl", hash = "sha256:3cdc5f565312224bc570c49337bd21428bba0ef363bbcf58b9ef4a9f11779968", size = 22424, upload-time = "2025-06-14T13:20:38.083Z" }, + { url = "https://files.pythonhosted.org/packages/4b/a6/38c8e2f318bf67d338f4d629e93b0b4b9af331f455f0390ea8ce4a099b26/portalocker-3.2.0-py3-none-any.whl", hash = "sha256:3cdc5f565312224bc570c49337bd21428bba0ef363bbcf58b9ef4a9f11779968", size = 22424 }, ] [[package]] @@ -4152,9 +4148,9 @@ dependencies = [ { name = "six", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/6a/26/fbd8a29d094c1b3df109b79f7165ddb20dc37ec1e5b55717585de9ee9b65/posthog-6.8.0.tar.gz", hash = "sha256:40bc3bffe4818d37de63a4f4f13d2e90a78efe14f0d808c962f0ffebc3b15256", size = 122781, upload-time = "2025-11-04T19:43:34.651Z" } +sdist = { url = "https://files.pythonhosted.org/packages/6a/26/fbd8a29d094c1b3df109b79f7165ddb20dc37ec1e5b55717585de9ee9b65/posthog-6.8.0.tar.gz", hash = "sha256:40bc3bffe4818d37de63a4f4f13d2e90a78efe14f0d808c962f0ffebc3b15256", size = 122781 } wheels = [ - { url = "https://files.pythonhosted.org/packages/bb/9a/970fe48b888c53de5768f67524444c2adf2ea86fba97a672434deb8db971/posthog-6.8.0-py3-none-any.whl", hash = "sha256:b30b3cb06234d9177cecabe6f3e04e34e1e15fe7b60428771a67be57920a6308", size = 141210, upload-time = "2025-11-04T19:43:33.375Z" }, + { url = "https://files.pythonhosted.org/packages/bb/9a/970fe48b888c53de5768f67524444c2adf2ea86fba97a672434deb8db971/posthog-6.8.0-py3-none-any.whl", hash = "sha256:b30b3cb06234d9177cecabe6f3e04e34e1e15fe7b60428771a67be57920a6308", size = 141210 }, ] [[package]] @@ -4168,123 +4164,123 @@ dependencies = [ { name = "pyyaml", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "virtualenv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/ff/29/7cf5bbc236333876e4b41f56e06857a87937ce4bf91e117a6991a2dbb02a/pre_commit-4.3.0.tar.gz", hash = "sha256:499fe450cc9d42e9d58e606262795ecb64dd05438943c62b66f6a8673da30b16", size = 193792, upload-time = "2025-08-09T18:56:14.651Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ff/29/7cf5bbc236333876e4b41f56e06857a87937ce4bf91e117a6991a2dbb02a/pre_commit-4.3.0.tar.gz", hash = "sha256:499fe450cc9d42e9d58e606262795ecb64dd05438943c62b66f6a8673da30b16", size = 193792 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5b/a5/987a405322d78a73b66e39e4a90e4ef156fd7141bf71df987e50717c321b/pre_commit-4.3.0-py2.py3-none-any.whl", hash = "sha256:2b0747ad7e6e967169136edffee14c16e148a778a54e4f967921aa1ebf2308d8", size = 220965, upload-time = "2025-08-09T18:56:13.192Z" }, + { url = "https://files.pythonhosted.org/packages/5b/a5/987a405322d78a73b66e39e4a90e4ef156fd7141bf71df987e50717c321b/pre_commit-4.3.0-py2.py3-none-any.whl", hash = "sha256:2b0747ad7e6e967169136edffee14c16e148a778a54e4f967921aa1ebf2308d8", size = 220965 }, ] [[package]] name = "propcache" version = "0.4.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/9e/da/e9fc233cf63743258bff22b3dfa7ea5baef7b5bc324af47a0ad89b8ffc6f/propcache-0.4.1.tar.gz", hash = "sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d", size = 46442, upload-time = "2025-10-08T19:49:02.291Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/3c/0e/934b541323035566a9af292dba85a195f7b78179114f2c6ebb24551118a9/propcache-0.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db", size = 79534, upload-time = "2025-10-08T19:46:02.083Z" }, - { url = "https://files.pythonhosted.org/packages/a1/6b/db0d03d96726d995dc7171286c6ba9d8d14251f37433890f88368951a44e/propcache-0.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8", size = 45526, upload-time = "2025-10-08T19:46:03.884Z" }, - { url = "https://files.pythonhosted.org/packages/e4/c3/82728404aea669e1600f304f2609cde9e665c18df5a11cdd57ed73c1dceb/propcache-0.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925", size = 47263, upload-time = "2025-10-08T19:46:05.405Z" }, - { url = "https://files.pythonhosted.org/packages/df/1b/39313ddad2bf9187a1432654c38249bab4562ef535ef07f5eb6eb04d0b1b/propcache-0.4.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9a52009f2adffe195d0b605c25ec929d26b36ef986ba85244891dee3b294df21", size = 201012, upload-time = "2025-10-08T19:46:07.165Z" }, - { url = "https://files.pythonhosted.org/packages/5b/01/f1d0b57d136f294a142acf97f4ed58c8e5b974c21e543000968357115011/propcache-0.4.1-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5", size = 209491, upload-time = "2025-10-08T19:46:08.909Z" }, - { url = "https://files.pythonhosted.org/packages/a1/c8/038d909c61c5bb039070b3fb02ad5cccdb1dde0d714792e251cdb17c9c05/propcache-0.4.1-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:9d2b6caef873b4f09e26ea7e33d65f42b944837563a47a94719cc3544319a0db", size = 215319, upload-time = "2025-10-08T19:46:10.7Z" }, - { url = "https://files.pythonhosted.org/packages/08/57/8c87e93142b2c1fa2408e45695205a7ba05fb5db458c0bf5c06ba0e09ea6/propcache-0.4.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7", size = 196856, upload-time = "2025-10-08T19:46:12.003Z" }, - { url = "https://files.pythonhosted.org/packages/42/df/5615fec76aa561987a534759b3686008a288e73107faa49a8ae5795a9f7a/propcache-0.4.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4", size = 193241, upload-time = "2025-10-08T19:46:13.495Z" }, - { url = "https://files.pythonhosted.org/packages/d5/21/62949eb3a7a54afe8327011c90aca7e03547787a88fb8bd9726806482fea/propcache-0.4.1-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60", size = 190552, upload-time = "2025-10-08T19:46:14.938Z" }, - { url = "https://files.pythonhosted.org/packages/30/ee/ab4d727dd70806e5b4de96a798ae7ac6e4d42516f030ee60522474b6b332/propcache-0.4.1-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fd138803047fb4c062b1c1dd95462f5209456bfab55c734458f15d11da288f8f", size = 200113, upload-time = "2025-10-08T19:46:16.695Z" }, - { url = "https://files.pythonhosted.org/packages/8a/0b/38b46208e6711b016aa8966a3ac793eee0d05c7159d8342aa27fc0bc365e/propcache-0.4.1-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:8c9b3cbe4584636d72ff556d9036e0c9317fa27b3ac1f0f558e7e84d1c9c5900", size = 200778, upload-time = "2025-10-08T19:46:18.023Z" }, - { url = "https://files.pythonhosted.org/packages/cf/81/5abec54355ed344476bee711e9f04815d4b00a311ab0535599204eecc257/propcache-0.4.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f93243fdc5657247533273ac4f86ae106cc6445a0efacb9a1bfe982fcfefd90c", size = 193047, upload-time = "2025-10-08T19:46:19.449Z" }, - { url = "https://files.pythonhosted.org/packages/ec/b6/1f237c04e32063cb034acd5f6ef34ef3a394f75502e72703545631ab1ef6/propcache-0.4.1-cp310-cp310-win32.whl", hash = "sha256:a0ee98db9c5f80785b266eb805016e36058ac72c51a064040f2bc43b61101cdb", size = 38093, upload-time = "2025-10-08T19:46:20.643Z" }, - { url = "https://files.pythonhosted.org/packages/a6/67/354aac4e0603a15f76439caf0427781bcd6797f370377f75a642133bc954/propcache-0.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37", size = 41638, upload-time = "2025-10-08T19:46:21.935Z" }, - { url = "https://files.pythonhosted.org/packages/e0/e1/74e55b9fd1a4c209ff1a9a824bf6c8b3d1fc5a1ac3eabe23462637466785/propcache-0.4.1-cp310-cp310-win_arm64.whl", hash = "sha256:d82ad62b19645419fe79dd63b3f9253e15b30e955c0170e5cebc350c1844e581", size = 38229, upload-time = "2025-10-08T19:46:23.368Z" }, - { url = "https://files.pythonhosted.org/packages/8c/d4/4e2c9aaf7ac2242b9358f98dccd8f90f2605402f5afeff6c578682c2c491/propcache-0.4.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf", size = 80208, upload-time = "2025-10-08T19:46:24.597Z" }, - { url = "https://files.pythonhosted.org/packages/c2/21/d7b68e911f9c8e18e4ae43bdbc1e1e9bbd971f8866eb81608947b6f585ff/propcache-0.4.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5", size = 45777, upload-time = "2025-10-08T19:46:25.733Z" }, - { url = "https://files.pythonhosted.org/packages/d3/1d/11605e99ac8ea9435651ee71ab4cb4bf03f0949586246476a25aadfec54a/propcache-0.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e", size = 47647, upload-time = "2025-10-08T19:46:27.304Z" }, - { url = "https://files.pythonhosted.org/packages/58/1a/3c62c127a8466c9c843bccb503d40a273e5cc69838805f322e2826509e0d/propcache-0.4.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566", size = 214929, upload-time = "2025-10-08T19:46:28.62Z" }, - { url = "https://files.pythonhosted.org/packages/56/b9/8fa98f850960b367c4b8fe0592e7fc341daa7a9462e925228f10a60cf74f/propcache-0.4.1-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165", size = 221778, upload-time = "2025-10-08T19:46:30.358Z" }, - { url = "https://files.pythonhosted.org/packages/46/a6/0ab4f660eb59649d14b3d3d65c439421cf2f87fe5dd68591cbe3c1e78a89/propcache-0.4.1-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc", size = 228144, upload-time = "2025-10-08T19:46:32.607Z" }, - { url = "https://files.pythonhosted.org/packages/52/6a/57f43e054fb3d3a56ac9fc532bc684fc6169a26c75c353e65425b3e56eef/propcache-0.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48", size = 210030, upload-time = "2025-10-08T19:46:33.969Z" }, - { url = "https://files.pythonhosted.org/packages/40/e2/27e6feebb5f6b8408fa29f5efbb765cd54c153ac77314d27e457a3e993b7/propcache-0.4.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570", size = 208252, upload-time = "2025-10-08T19:46:35.309Z" }, - { url = "https://files.pythonhosted.org/packages/9e/f8/91c27b22ccda1dbc7967f921c42825564fa5336a01ecd72eb78a9f4f53c2/propcache-0.4.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85", size = 202064, upload-time = "2025-10-08T19:46:36.993Z" }, - { url = "https://files.pythonhosted.org/packages/f2/26/7f00bd6bd1adba5aafe5f4a66390f243acab58eab24ff1a08bebb2ef9d40/propcache-0.4.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e", size = 212429, upload-time = "2025-10-08T19:46:38.398Z" }, - { url = "https://files.pythonhosted.org/packages/84/89/fd108ba7815c1117ddca79c228f3f8a15fc82a73bca8b142eb5de13b2785/propcache-0.4.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757", size = 216727, upload-time = "2025-10-08T19:46:39.732Z" }, - { url = "https://files.pythonhosted.org/packages/79/37/3ec3f7e3173e73f1d600495d8b545b53802cbf35506e5732dd8578db3724/propcache-0.4.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f", size = 205097, upload-time = "2025-10-08T19:46:41.025Z" }, - { url = "https://files.pythonhosted.org/packages/61/b0/b2631c19793f869d35f47d5a3a56fb19e9160d3c119f15ac7344fc3ccae7/propcache-0.4.1-cp311-cp311-win32.whl", hash = "sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1", size = 38084, upload-time = "2025-10-08T19:46:42.693Z" }, - { url = "https://files.pythonhosted.org/packages/f4/78/6cce448e2098e9f3bfc91bb877f06aa24b6ccace872e39c53b2f707c4648/propcache-0.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6", size = 41637, upload-time = "2025-10-08T19:46:43.778Z" }, - { url = "https://files.pythonhosted.org/packages/9c/e9/754f180cccd7f51a39913782c74717c581b9cc8177ad0e949f4d51812383/propcache-0.4.1-cp311-cp311-win_arm64.whl", hash = "sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239", size = 38064, upload-time = "2025-10-08T19:46:44.872Z" }, - { url = "https://files.pythonhosted.org/packages/a2/0f/f17b1b2b221d5ca28b4b876e8bb046ac40466513960646bda8e1853cdfa2/propcache-0.4.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2", size = 80061, upload-time = "2025-10-08T19:46:46.075Z" }, - { url = "https://files.pythonhosted.org/packages/76/47/8ccf75935f51448ba9a16a71b783eb7ef6b9ee60f5d14c7f8a8a79fbeed7/propcache-0.4.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403", size = 46037, upload-time = "2025-10-08T19:46:47.23Z" }, - { url = "https://files.pythonhosted.org/packages/0a/b6/5c9a0e42df4d00bfb4a3cbbe5cf9f54260300c88a0e9af1f47ca5ce17ac0/propcache-0.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207", size = 47324, upload-time = "2025-10-08T19:46:48.384Z" }, - { url = "https://files.pythonhosted.org/packages/9e/d3/6c7ee328b39a81ee877c962469f1e795f9db87f925251efeb0545e0020d0/propcache-0.4.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72", size = 225505, upload-time = "2025-10-08T19:46:50.055Z" }, - { url = "https://files.pythonhosted.org/packages/01/5d/1c53f4563490b1d06a684742cc6076ef944bc6457df6051b7d1a877c057b/propcache-0.4.1-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367", size = 230242, upload-time = "2025-10-08T19:46:51.815Z" }, - { url = "https://files.pythonhosted.org/packages/20/e1/ce4620633b0e2422207c3cb774a0ee61cac13abc6217763a7b9e2e3f4a12/propcache-0.4.1-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4", size = 238474, upload-time = "2025-10-08T19:46:53.208Z" }, - { url = "https://files.pythonhosted.org/packages/46/4b/3aae6835b8e5f44ea6a68348ad90f78134047b503765087be2f9912140ea/propcache-0.4.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf", size = 221575, upload-time = "2025-10-08T19:46:54.511Z" }, - { url = "https://files.pythonhosted.org/packages/6e/a5/8a5e8678bcc9d3a1a15b9a29165640d64762d424a16af543f00629c87338/propcache-0.4.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3", size = 216736, upload-time = "2025-10-08T19:46:56.212Z" }, - { url = "https://files.pythonhosted.org/packages/f1/63/b7b215eddeac83ca1c6b934f89d09a625aa9ee4ba158338854c87210cc36/propcache-0.4.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778", size = 213019, upload-time = "2025-10-08T19:46:57.595Z" }, - { url = "https://files.pythonhosted.org/packages/57/74/f580099a58c8af587cac7ba19ee7cb418506342fbbe2d4a4401661cca886/propcache-0.4.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6", size = 220376, upload-time = "2025-10-08T19:46:59.067Z" }, - { url = "https://files.pythonhosted.org/packages/c4/ee/542f1313aff7eaf19c2bb758c5d0560d2683dac001a1c96d0774af799843/propcache-0.4.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9", size = 226988, upload-time = "2025-10-08T19:47:00.544Z" }, - { url = "https://files.pythonhosted.org/packages/8f/18/9c6b015dd9c6930f6ce2229e1f02fb35298b847f2087ea2b436a5bfa7287/propcache-0.4.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75", size = 215615, upload-time = "2025-10-08T19:47:01.968Z" }, - { url = "https://files.pythonhosted.org/packages/80/9e/e7b85720b98c45a45e1fca6a177024934dc9bc5f4d5dd04207f216fc33ed/propcache-0.4.1-cp312-cp312-win32.whl", hash = "sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8", size = 38066, upload-time = "2025-10-08T19:47:03.503Z" }, - { url = "https://files.pythonhosted.org/packages/54/09/d19cff2a5aaac632ec8fc03737b223597b1e347416934c1b3a7df079784c/propcache-0.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db", size = 41655, upload-time = "2025-10-08T19:47:04.973Z" }, - { url = "https://files.pythonhosted.org/packages/68/ab/6b5c191bb5de08036a8c697b265d4ca76148efb10fa162f14af14fb5f076/propcache-0.4.1-cp312-cp312-win_arm64.whl", hash = "sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1", size = 37789, upload-time = "2025-10-08T19:47:06.077Z" }, - { url = "https://files.pythonhosted.org/packages/bf/df/6d9c1b6ac12b003837dde8a10231a7344512186e87b36e855bef32241942/propcache-0.4.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf", size = 77750, upload-time = "2025-10-08T19:47:07.648Z" }, - { url = "https://files.pythonhosted.org/packages/8b/e8/677a0025e8a2acf07d3418a2e7ba529c9c33caf09d3c1f25513023c1db56/propcache-0.4.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311", size = 44780, upload-time = "2025-10-08T19:47:08.851Z" }, - { url = "https://files.pythonhosted.org/packages/89/a4/92380f7ca60f99ebae761936bc48a72a639e8a47b29050615eef757cb2a7/propcache-0.4.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74", size = 46308, upload-time = "2025-10-08T19:47:09.982Z" }, - { url = "https://files.pythonhosted.org/packages/2d/48/c5ac64dee5262044348d1d78a5f85dd1a57464a60d30daee946699963eb3/propcache-0.4.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe", size = 208182, upload-time = "2025-10-08T19:47:11.319Z" }, - { url = "https://files.pythonhosted.org/packages/c6/0c/cd762dd011a9287389a6a3eb43aa30207bde253610cca06824aeabfe9653/propcache-0.4.1-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af", size = 211215, upload-time = "2025-10-08T19:47:13.146Z" }, - { url = "https://files.pythonhosted.org/packages/30/3e/49861e90233ba36890ae0ca4c660e95df565b2cd15d4a68556ab5865974e/propcache-0.4.1-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c", size = 218112, upload-time = "2025-10-08T19:47:14.913Z" }, - { url = "https://files.pythonhosted.org/packages/f1/8b/544bc867e24e1bd48f3118cecd3b05c694e160a168478fa28770f22fd094/propcache-0.4.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f", size = 204442, upload-time = "2025-10-08T19:47:16.277Z" }, - { url = "https://files.pythonhosted.org/packages/50/a6/4282772fd016a76d3e5c0df58380a5ea64900afd836cec2c2f662d1b9bb3/propcache-0.4.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1", size = 199398, upload-time = "2025-10-08T19:47:17.962Z" }, - { url = "https://files.pythonhosted.org/packages/3e/ec/d8a7cd406ee1ddb705db2139f8a10a8a427100347bd698e7014351c7af09/propcache-0.4.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24", size = 196920, upload-time = "2025-10-08T19:47:19.355Z" }, - { url = "https://files.pythonhosted.org/packages/f6/6c/f38ab64af3764f431e359f8baf9e0a21013e24329e8b85d2da32e8ed07ca/propcache-0.4.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa", size = 203748, upload-time = "2025-10-08T19:47:21.338Z" }, - { url = "https://files.pythonhosted.org/packages/d6/e3/fa846bd70f6534d647886621388f0a265254d30e3ce47e5c8e6e27dbf153/propcache-0.4.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61", size = 205877, upload-time = "2025-10-08T19:47:23.059Z" }, - { url = "https://files.pythonhosted.org/packages/e2/39/8163fc6f3133fea7b5f2827e8eba2029a0277ab2c5beee6c1db7b10fc23d/propcache-0.4.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66", size = 199437, upload-time = "2025-10-08T19:47:24.445Z" }, - { url = "https://files.pythonhosted.org/packages/93/89/caa9089970ca49c7c01662bd0eeedfe85494e863e8043565aeb6472ce8fe/propcache-0.4.1-cp313-cp313-win32.whl", hash = "sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81", size = 37586, upload-time = "2025-10-08T19:47:25.736Z" }, - { url = "https://files.pythonhosted.org/packages/f5/ab/f76ec3c3627c883215b5c8080debb4394ef5a7a29be811f786415fc1e6fd/propcache-0.4.1-cp313-cp313-win_amd64.whl", hash = "sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e", size = 40790, upload-time = "2025-10-08T19:47:26.847Z" }, - { url = "https://files.pythonhosted.org/packages/59/1b/e71ae98235f8e2ba5004d8cb19765a74877abf189bc53fc0c80d799e56c3/propcache-0.4.1-cp313-cp313-win_arm64.whl", hash = "sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1", size = 37158, upload-time = "2025-10-08T19:47:27.961Z" }, - { url = "https://files.pythonhosted.org/packages/83/ce/a31bbdfc24ee0dcbba458c8175ed26089cf109a55bbe7b7640ed2470cfe9/propcache-0.4.1-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b", size = 81451, upload-time = "2025-10-08T19:47:29.445Z" }, - { url = "https://files.pythonhosted.org/packages/25/9c/442a45a470a68456e710d96cacd3573ef26a1d0a60067e6a7d5e655621ed/propcache-0.4.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566", size = 46374, upload-time = "2025-10-08T19:47:30.579Z" }, - { url = "https://files.pythonhosted.org/packages/f4/bf/b1d5e21dbc3b2e889ea4327044fb16312a736d97640fb8b6aa3f9c7b3b65/propcache-0.4.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835", size = 48396, upload-time = "2025-10-08T19:47:31.79Z" }, - { url = "https://files.pythonhosted.org/packages/f4/04/5b4c54a103d480e978d3c8a76073502b18db0c4bc17ab91b3cb5092ad949/propcache-0.4.1-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e", size = 275950, upload-time = "2025-10-08T19:47:33.481Z" }, - { url = "https://files.pythonhosted.org/packages/b4/c1/86f846827fb969c4b78b0af79bba1d1ea2156492e1b83dea8b8a6ae27395/propcache-0.4.1-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859", size = 273856, upload-time = "2025-10-08T19:47:34.906Z" }, - { url = "https://files.pythonhosted.org/packages/36/1d/fc272a63c8d3bbad6878c336c7a7dea15e8f2d23a544bda43205dfa83ada/propcache-0.4.1-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b", size = 280420, upload-time = "2025-10-08T19:47:36.338Z" }, - { url = "https://files.pythonhosted.org/packages/07/0c/01f2219d39f7e53d52e5173bcb09c976609ba30209912a0680adfb8c593a/propcache-0.4.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0", size = 263254, upload-time = "2025-10-08T19:47:37.692Z" }, - { url = "https://files.pythonhosted.org/packages/2d/18/cd28081658ce597898f0c4d174d4d0f3c5b6d4dc27ffafeef835c95eb359/propcache-0.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af", size = 261205, upload-time = "2025-10-08T19:47:39.659Z" }, - { url = "https://files.pythonhosted.org/packages/7a/71/1f9e22eb8b8316701c2a19fa1f388c8a3185082607da8e406a803c9b954e/propcache-0.4.1-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393", size = 247873, upload-time = "2025-10-08T19:47:41.084Z" }, - { url = "https://files.pythonhosted.org/packages/4a/65/3d4b61f36af2b4eddba9def857959f1016a51066b4f1ce348e0cf7881f58/propcache-0.4.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874", size = 262739, upload-time = "2025-10-08T19:47:42.51Z" }, - { url = "https://files.pythonhosted.org/packages/2a/42/26746ab087faa77c1c68079b228810436ccd9a5ce9ac85e2b7307195fd06/propcache-0.4.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7", size = 263514, upload-time = "2025-10-08T19:47:43.927Z" }, - { url = "https://files.pythonhosted.org/packages/94/13/630690fe201f5502d2403dd3cfd451ed8858fe3c738ee88d095ad2ff407b/propcache-0.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1", size = 257781, upload-time = "2025-10-08T19:47:45.448Z" }, - { url = "https://files.pythonhosted.org/packages/92/f7/1d4ec5841505f423469efbfc381d64b7b467438cd5a4bbcbb063f3b73d27/propcache-0.4.1-cp313-cp313t-win32.whl", hash = "sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717", size = 41396, upload-time = "2025-10-08T19:47:47.202Z" }, - { url = "https://files.pythonhosted.org/packages/48/f0/615c30622316496d2cbbc29f5985f7777d3ada70f23370608c1d3e081c1f/propcache-0.4.1-cp313-cp313t-win_amd64.whl", hash = "sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37", size = 44897, upload-time = "2025-10-08T19:47:48.336Z" }, - { url = "https://files.pythonhosted.org/packages/fd/ca/6002e46eccbe0e33dcd4069ef32f7f1c9e243736e07adca37ae8c4830ec3/propcache-0.4.1-cp313-cp313t-win_arm64.whl", hash = "sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a", size = 39789, upload-time = "2025-10-08T19:47:49.876Z" }, - { url = "https://files.pythonhosted.org/packages/8e/5c/bca52d654a896f831b8256683457ceddd490ec18d9ec50e97dfd8fc726a8/propcache-0.4.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12", size = 78152, upload-time = "2025-10-08T19:47:51.051Z" }, - { url = "https://files.pythonhosted.org/packages/65/9b/03b04e7d82a5f54fb16113d839f5ea1ede58a61e90edf515f6577c66fa8f/propcache-0.4.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c", size = 44869, upload-time = "2025-10-08T19:47:52.594Z" }, - { url = "https://files.pythonhosted.org/packages/b2/fa/89a8ef0468d5833a23fff277b143d0573897cf75bd56670a6d28126c7d68/propcache-0.4.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded", size = 46596, upload-time = "2025-10-08T19:47:54.073Z" }, - { url = "https://files.pythonhosted.org/packages/86/bd/47816020d337f4a746edc42fe8d53669965138f39ee117414c7d7a340cfe/propcache-0.4.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641", size = 206981, upload-time = "2025-10-08T19:47:55.715Z" }, - { url = "https://files.pythonhosted.org/packages/df/f6/c5fa1357cc9748510ee55f37173eb31bfde6d94e98ccd9e6f033f2fc06e1/propcache-0.4.1-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4", size = 211490, upload-time = "2025-10-08T19:47:57.499Z" }, - { url = "https://files.pythonhosted.org/packages/80/1e/e5889652a7c4a3846683401a48f0f2e5083ce0ec1a8a5221d8058fbd1adf/propcache-0.4.1-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44", size = 215371, upload-time = "2025-10-08T19:47:59.317Z" }, - { url = "https://files.pythonhosted.org/packages/b2/f2/889ad4b2408f72fe1a4f6a19491177b30ea7bf1a0fd5f17050ca08cfc882/propcache-0.4.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d", size = 201424, upload-time = "2025-10-08T19:48:00.67Z" }, - { url = "https://files.pythonhosted.org/packages/27/73/033d63069b57b0812c8bd19f311faebeceb6ba31b8f32b73432d12a0b826/propcache-0.4.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b", size = 197566, upload-time = "2025-10-08T19:48:02.604Z" }, - { url = "https://files.pythonhosted.org/packages/dc/89/ce24f3dc182630b4e07aa6d15f0ff4b14ed4b9955fae95a0b54c58d66c05/propcache-0.4.1-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e", size = 193130, upload-time = "2025-10-08T19:48:04.499Z" }, - { url = "https://files.pythonhosted.org/packages/a9/24/ef0d5fd1a811fb5c609278d0209c9f10c35f20581fcc16f818da959fc5b4/propcache-0.4.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f", size = 202625, upload-time = "2025-10-08T19:48:06.213Z" }, - { url = "https://files.pythonhosted.org/packages/f5/02/98ec20ff5546f68d673df2f7a69e8c0d076b5abd05ca882dc7ee3a83653d/propcache-0.4.1-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49", size = 204209, upload-time = "2025-10-08T19:48:08.432Z" }, - { url = "https://files.pythonhosted.org/packages/a0/87/492694f76759b15f0467a2a93ab68d32859672b646aa8a04ce4864e7932d/propcache-0.4.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144", size = 197797, upload-time = "2025-10-08T19:48:09.968Z" }, - { url = "https://files.pythonhosted.org/packages/ee/36/66367de3575db1d2d3f3d177432bd14ee577a39d3f5d1b3d5df8afe3b6e2/propcache-0.4.1-cp314-cp314-win32.whl", hash = "sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f", size = 38140, upload-time = "2025-10-08T19:48:11.232Z" }, - { url = "https://files.pythonhosted.org/packages/0c/2a/a758b47de253636e1b8aef181c0b4f4f204bf0dd964914fb2af90a95b49b/propcache-0.4.1-cp314-cp314-win_amd64.whl", hash = "sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153", size = 41257, upload-time = "2025-10-08T19:48:12.707Z" }, - { url = "https://files.pythonhosted.org/packages/34/5e/63bd5896c3fec12edcbd6f12508d4890d23c265df28c74b175e1ef9f4f3b/propcache-0.4.1-cp314-cp314-win_arm64.whl", hash = "sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992", size = 38097, upload-time = "2025-10-08T19:48:13.923Z" }, - { url = "https://files.pythonhosted.org/packages/99/85/9ff785d787ccf9bbb3f3106f79884a130951436f58392000231b4c737c80/propcache-0.4.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f", size = 81455, upload-time = "2025-10-08T19:48:15.16Z" }, - { url = "https://files.pythonhosted.org/packages/90/85/2431c10c8e7ddb1445c1f7c4b54d886e8ad20e3c6307e7218f05922cad67/propcache-0.4.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393", size = 46372, upload-time = "2025-10-08T19:48:16.424Z" }, - { url = "https://files.pythonhosted.org/packages/01/20/b0972d902472da9bcb683fa595099911f4d2e86e5683bcc45de60dd05dc3/propcache-0.4.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0", size = 48411, upload-time = "2025-10-08T19:48:17.577Z" }, - { url = "https://files.pythonhosted.org/packages/e2/e3/7dc89f4f21e8f99bad3d5ddb3a3389afcf9da4ac69e3deb2dcdc96e74169/propcache-0.4.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a", size = 275712, upload-time = "2025-10-08T19:48:18.901Z" }, - { url = "https://files.pythonhosted.org/packages/20/67/89800c8352489b21a8047c773067644e3897f02ecbbd610f4d46b7f08612/propcache-0.4.1-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be", size = 273557, upload-time = "2025-10-08T19:48:20.762Z" }, - { url = "https://files.pythonhosted.org/packages/e2/a1/b52b055c766a54ce6d9c16d9aca0cad8059acd9637cdf8aa0222f4a026ef/propcache-0.4.1-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc", size = 280015, upload-time = "2025-10-08T19:48:22.592Z" }, - { url = "https://files.pythonhosted.org/packages/48/c8/33cee30bd890672c63743049f3c9e4be087e6780906bfc3ec58528be59c1/propcache-0.4.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a", size = 262880, upload-time = "2025-10-08T19:48:23.947Z" }, - { url = "https://files.pythonhosted.org/packages/0c/b1/8f08a143b204b418285c88b83d00edbd61afbc2c6415ffafc8905da7038b/propcache-0.4.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89", size = 260938, upload-time = "2025-10-08T19:48:25.656Z" }, - { url = "https://files.pythonhosted.org/packages/cf/12/96e4664c82ca2f31e1c8dff86afb867348979eb78d3cb8546a680287a1e9/propcache-0.4.1-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726", size = 247641, upload-time = "2025-10-08T19:48:27.207Z" }, - { url = "https://files.pythonhosted.org/packages/18/ed/e7a9cfca28133386ba52278136d42209d3125db08d0a6395f0cba0c0285c/propcache-0.4.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367", size = 262510, upload-time = "2025-10-08T19:48:28.65Z" }, - { url = "https://files.pythonhosted.org/packages/f5/76/16d8bf65e8845dd62b4e2b57444ab81f07f40caa5652b8969b87ddcf2ef6/propcache-0.4.1-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36", size = 263161, upload-time = "2025-10-08T19:48:30.133Z" }, - { url = "https://files.pythonhosted.org/packages/e7/70/c99e9edb5d91d5ad8a49fa3c1e8285ba64f1476782fed10ab251ff413ba1/propcache-0.4.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455", size = 257393, upload-time = "2025-10-08T19:48:31.567Z" }, - { url = "https://files.pythonhosted.org/packages/08/02/87b25304249a35c0915d236575bc3574a323f60b47939a2262b77632a3ee/propcache-0.4.1-cp314-cp314t-win32.whl", hash = "sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85", size = 42546, upload-time = "2025-10-08T19:48:32.872Z" }, - { url = "https://files.pythonhosted.org/packages/cb/ef/3c6ecf8b317aa982f309835e8f96987466123c6e596646d4e6a1dfcd080f/propcache-0.4.1-cp314-cp314t-win_amd64.whl", hash = "sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1", size = 46259, upload-time = "2025-10-08T19:48:34.226Z" }, - { url = "https://files.pythonhosted.org/packages/c4/2d/346e946d4951f37eca1e4f55be0f0174c52cd70720f84029b02f296f4a38/propcache-0.4.1-cp314-cp314t-win_arm64.whl", hash = "sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9", size = 40428, upload-time = "2025-10-08T19:48:35.441Z" }, - { url = "https://files.pythonhosted.org/packages/5b/5a/bc7b4a4ef808fa59a816c17b20c4bef6884daebbdf627ff2a161da67da19/propcache-0.4.1-py3-none-any.whl", hash = "sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237", size = 13305, upload-time = "2025-10-08T19:49:00.792Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/9e/da/e9fc233cf63743258bff22b3dfa7ea5baef7b5bc324af47a0ad89b8ffc6f/propcache-0.4.1.tar.gz", hash = "sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d", size = 46442 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3c/0e/934b541323035566a9af292dba85a195f7b78179114f2c6ebb24551118a9/propcache-0.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c2d1fa3201efaf55d730400d945b5b3ab6e672e100ba0f9a409d950ab25d7db", size = 79534 }, + { url = "https://files.pythonhosted.org/packages/a1/6b/db0d03d96726d995dc7171286c6ba9d8d14251f37433890f88368951a44e/propcache-0.4.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1eb2994229cc8ce7fe9b3db88f5465f5fd8651672840b2e426b88cdb1a30aac8", size = 45526 }, + { url = "https://files.pythonhosted.org/packages/e4/c3/82728404aea669e1600f304f2609cde9e665c18df5a11cdd57ed73c1dceb/propcache-0.4.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:66c1f011f45a3b33d7bcb22daed4b29c0c9e2224758b6be00686731e1b46f925", size = 47263 }, + { url = "https://files.pythonhosted.org/packages/df/1b/39313ddad2bf9187a1432654c38249bab4562ef535ef07f5eb6eb04d0b1b/propcache-0.4.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9a52009f2adffe195d0b605c25ec929d26b36ef986ba85244891dee3b294df21", size = 201012 }, + { url = "https://files.pythonhosted.org/packages/5b/01/f1d0b57d136f294a142acf97f4ed58c8e5b974c21e543000968357115011/propcache-0.4.1-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5d4e2366a9c7b837555cf02fb9be2e3167d333aff716332ef1b7c3a142ec40c5", size = 209491 }, + { url = "https://files.pythonhosted.org/packages/a1/c8/038d909c61c5bb039070b3fb02ad5cccdb1dde0d714792e251cdb17c9c05/propcache-0.4.1-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:9d2b6caef873b4f09e26ea7e33d65f42b944837563a47a94719cc3544319a0db", size = 215319 }, + { url = "https://files.pythonhosted.org/packages/08/57/8c87e93142b2c1fa2408e45695205a7ba05fb5db458c0bf5c06ba0e09ea6/propcache-0.4.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2b16ec437a8c8a965ecf95739448dd938b5c7f56e67ea009f4300d8df05f32b7", size = 196856 }, + { url = "https://files.pythonhosted.org/packages/42/df/5615fec76aa561987a534759b3686008a288e73107faa49a8ae5795a9f7a/propcache-0.4.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:296f4c8ed03ca7476813fe666c9ea97869a8d7aec972618671b33a38a5182ef4", size = 193241 }, + { url = "https://files.pythonhosted.org/packages/d5/21/62949eb3a7a54afe8327011c90aca7e03547787a88fb8bd9726806482fea/propcache-0.4.1-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:1f0978529a418ebd1f49dad413a2b68af33f85d5c5ca5c6ca2a3bed375a7ac60", size = 190552 }, + { url = "https://files.pythonhosted.org/packages/30/ee/ab4d727dd70806e5b4de96a798ae7ac6e4d42516f030ee60522474b6b332/propcache-0.4.1-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:fd138803047fb4c062b1c1dd95462f5209456bfab55c734458f15d11da288f8f", size = 200113 }, + { url = "https://files.pythonhosted.org/packages/8a/0b/38b46208e6711b016aa8966a3ac793eee0d05c7159d8342aa27fc0bc365e/propcache-0.4.1-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:8c9b3cbe4584636d72ff556d9036e0c9317fa27b3ac1f0f558e7e84d1c9c5900", size = 200778 }, + { url = "https://files.pythonhosted.org/packages/cf/81/5abec54355ed344476bee711e9f04815d4b00a311ab0535599204eecc257/propcache-0.4.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:f93243fdc5657247533273ac4f86ae106cc6445a0efacb9a1bfe982fcfefd90c", size = 193047 }, + { url = "https://files.pythonhosted.org/packages/ec/b6/1f237c04e32063cb034acd5f6ef34ef3a394f75502e72703545631ab1ef6/propcache-0.4.1-cp310-cp310-win32.whl", hash = "sha256:a0ee98db9c5f80785b266eb805016e36058ac72c51a064040f2bc43b61101cdb", size = 38093 }, + { url = "https://files.pythonhosted.org/packages/a6/67/354aac4e0603a15f76439caf0427781bcd6797f370377f75a642133bc954/propcache-0.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:1cdb7988c4e5ac7f6d175a28a9aa0c94cb6f2ebe52756a3c0cda98d2809a9e37", size = 41638 }, + { url = "https://files.pythonhosted.org/packages/e0/e1/74e55b9fd1a4c209ff1a9a824bf6c8b3d1fc5a1ac3eabe23462637466785/propcache-0.4.1-cp310-cp310-win_arm64.whl", hash = "sha256:d82ad62b19645419fe79dd63b3f9253e15b30e955c0170e5cebc350c1844e581", size = 38229 }, + { url = "https://files.pythonhosted.org/packages/8c/d4/4e2c9aaf7ac2242b9358f98dccd8f90f2605402f5afeff6c578682c2c491/propcache-0.4.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf", size = 80208 }, + { url = "https://files.pythonhosted.org/packages/c2/21/d7b68e911f9c8e18e4ae43bdbc1e1e9bbd971f8866eb81608947b6f585ff/propcache-0.4.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5", size = 45777 }, + { url = "https://files.pythonhosted.org/packages/d3/1d/11605e99ac8ea9435651ee71ab4cb4bf03f0949586246476a25aadfec54a/propcache-0.4.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e", size = 47647 }, + { url = "https://files.pythonhosted.org/packages/58/1a/3c62c127a8466c9c843bccb503d40a273e5cc69838805f322e2826509e0d/propcache-0.4.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566", size = 214929 }, + { url = "https://files.pythonhosted.org/packages/56/b9/8fa98f850960b367c4b8fe0592e7fc341daa7a9462e925228f10a60cf74f/propcache-0.4.1-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165", size = 221778 }, + { url = "https://files.pythonhosted.org/packages/46/a6/0ab4f660eb59649d14b3d3d65c439421cf2f87fe5dd68591cbe3c1e78a89/propcache-0.4.1-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc", size = 228144 }, + { url = "https://files.pythonhosted.org/packages/52/6a/57f43e054fb3d3a56ac9fc532bc684fc6169a26c75c353e65425b3e56eef/propcache-0.4.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48", size = 210030 }, + { url = "https://files.pythonhosted.org/packages/40/e2/27e6feebb5f6b8408fa29f5efbb765cd54c153ac77314d27e457a3e993b7/propcache-0.4.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570", size = 208252 }, + { url = "https://files.pythonhosted.org/packages/9e/f8/91c27b22ccda1dbc7967f921c42825564fa5336a01ecd72eb78a9f4f53c2/propcache-0.4.1-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85", size = 202064 }, + { url = "https://files.pythonhosted.org/packages/f2/26/7f00bd6bd1adba5aafe5f4a66390f243acab58eab24ff1a08bebb2ef9d40/propcache-0.4.1-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e", size = 212429 }, + { url = "https://files.pythonhosted.org/packages/84/89/fd108ba7815c1117ddca79c228f3f8a15fc82a73bca8b142eb5de13b2785/propcache-0.4.1-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757", size = 216727 }, + { url = "https://files.pythonhosted.org/packages/79/37/3ec3f7e3173e73f1d600495d8b545b53802cbf35506e5732dd8578db3724/propcache-0.4.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f", size = 205097 }, + { url = "https://files.pythonhosted.org/packages/61/b0/b2631c19793f869d35f47d5a3a56fb19e9160d3c119f15ac7344fc3ccae7/propcache-0.4.1-cp311-cp311-win32.whl", hash = "sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1", size = 38084 }, + { url = "https://files.pythonhosted.org/packages/f4/78/6cce448e2098e9f3bfc91bb877f06aa24b6ccace872e39c53b2f707c4648/propcache-0.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6", size = 41637 }, + { url = "https://files.pythonhosted.org/packages/9c/e9/754f180cccd7f51a39913782c74717c581b9cc8177ad0e949f4d51812383/propcache-0.4.1-cp311-cp311-win_arm64.whl", hash = "sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239", size = 38064 }, + { url = "https://files.pythonhosted.org/packages/a2/0f/f17b1b2b221d5ca28b4b876e8bb046ac40466513960646bda8e1853cdfa2/propcache-0.4.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2", size = 80061 }, + { url = "https://files.pythonhosted.org/packages/76/47/8ccf75935f51448ba9a16a71b783eb7ef6b9ee60f5d14c7f8a8a79fbeed7/propcache-0.4.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403", size = 46037 }, + { url = "https://files.pythonhosted.org/packages/0a/b6/5c9a0e42df4d00bfb4a3cbbe5cf9f54260300c88a0e9af1f47ca5ce17ac0/propcache-0.4.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207", size = 47324 }, + { url = "https://files.pythonhosted.org/packages/9e/d3/6c7ee328b39a81ee877c962469f1e795f9db87f925251efeb0545e0020d0/propcache-0.4.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72", size = 225505 }, + { url = "https://files.pythonhosted.org/packages/01/5d/1c53f4563490b1d06a684742cc6076ef944bc6457df6051b7d1a877c057b/propcache-0.4.1-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367", size = 230242 }, + { url = "https://files.pythonhosted.org/packages/20/e1/ce4620633b0e2422207c3cb774a0ee61cac13abc6217763a7b9e2e3f4a12/propcache-0.4.1-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4", size = 238474 }, + { url = "https://files.pythonhosted.org/packages/46/4b/3aae6835b8e5f44ea6a68348ad90f78134047b503765087be2f9912140ea/propcache-0.4.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf", size = 221575 }, + { url = "https://files.pythonhosted.org/packages/6e/a5/8a5e8678bcc9d3a1a15b9a29165640d64762d424a16af543f00629c87338/propcache-0.4.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3", size = 216736 }, + { url = "https://files.pythonhosted.org/packages/f1/63/b7b215eddeac83ca1c6b934f89d09a625aa9ee4ba158338854c87210cc36/propcache-0.4.1-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778", size = 213019 }, + { url = "https://files.pythonhosted.org/packages/57/74/f580099a58c8af587cac7ba19ee7cb418506342fbbe2d4a4401661cca886/propcache-0.4.1-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6", size = 220376 }, + { url = "https://files.pythonhosted.org/packages/c4/ee/542f1313aff7eaf19c2bb758c5d0560d2683dac001a1c96d0774af799843/propcache-0.4.1-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9", size = 226988 }, + { url = "https://files.pythonhosted.org/packages/8f/18/9c6b015dd9c6930f6ce2229e1f02fb35298b847f2087ea2b436a5bfa7287/propcache-0.4.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75", size = 215615 }, + { url = "https://files.pythonhosted.org/packages/80/9e/e7b85720b98c45a45e1fca6a177024934dc9bc5f4d5dd04207f216fc33ed/propcache-0.4.1-cp312-cp312-win32.whl", hash = "sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8", size = 38066 }, + { url = "https://files.pythonhosted.org/packages/54/09/d19cff2a5aaac632ec8fc03737b223597b1e347416934c1b3a7df079784c/propcache-0.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db", size = 41655 }, + { url = "https://files.pythonhosted.org/packages/68/ab/6b5c191bb5de08036a8c697b265d4ca76148efb10fa162f14af14fb5f076/propcache-0.4.1-cp312-cp312-win_arm64.whl", hash = "sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1", size = 37789 }, + { url = "https://files.pythonhosted.org/packages/bf/df/6d9c1b6ac12b003837dde8a10231a7344512186e87b36e855bef32241942/propcache-0.4.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:43eedf29202c08550aac1d14e0ee619b0430aaef78f85864c1a892294fbc28cf", size = 77750 }, + { url = "https://files.pythonhosted.org/packages/8b/e8/677a0025e8a2acf07d3418a2e7ba529c9c33caf09d3c1f25513023c1db56/propcache-0.4.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:d62cdfcfd89ccb8de04e0eda998535c406bf5e060ffd56be6c586cbcc05b3311", size = 44780 }, + { url = "https://files.pythonhosted.org/packages/89/a4/92380f7ca60f99ebae761936bc48a72a639e8a47b29050615eef757cb2a7/propcache-0.4.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:cae65ad55793da34db5f54e4029b89d3b9b9490d8abe1b4c7ab5d4b8ec7ebf74", size = 46308 }, + { url = "https://files.pythonhosted.org/packages/2d/48/c5ac64dee5262044348d1d78a5f85dd1a57464a60d30daee946699963eb3/propcache-0.4.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:333ddb9031d2704a301ee3e506dc46b1fe5f294ec198ed6435ad5b6a085facfe", size = 208182 }, + { url = "https://files.pythonhosted.org/packages/c6/0c/cd762dd011a9287389a6a3eb43aa30207bde253610cca06824aeabfe9653/propcache-0.4.1-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:fd0858c20f078a32cf55f7e81473d96dcf3b93fd2ccdb3d40fdf54b8573df3af", size = 211215 }, + { url = "https://files.pythonhosted.org/packages/30/3e/49861e90233ba36890ae0ca4c660e95df565b2cd15d4a68556ab5865974e/propcache-0.4.1-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:678ae89ebc632c5c204c794f8dab2837c5f159aeb59e6ed0539500400577298c", size = 218112 }, + { url = "https://files.pythonhosted.org/packages/f1/8b/544bc867e24e1bd48f3118cecd3b05c694e160a168478fa28770f22fd094/propcache-0.4.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d472aeb4fbf9865e0c6d622d7f4d54a4e101a89715d8904282bb5f9a2f476c3f", size = 204442 }, + { url = "https://files.pythonhosted.org/packages/50/a6/4282772fd016a76d3e5c0df58380a5ea64900afd836cec2c2f662d1b9bb3/propcache-0.4.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:4d3df5fa7e36b3225954fba85589da77a0fe6a53e3976de39caf04a0db4c36f1", size = 199398 }, + { url = "https://files.pythonhosted.org/packages/3e/ec/d8a7cd406ee1ddb705db2139f8a10a8a427100347bd698e7014351c7af09/propcache-0.4.1-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:ee17f18d2498f2673e432faaa71698032b0127ebf23ae5974eeaf806c279df24", size = 196920 }, + { url = "https://files.pythonhosted.org/packages/f6/6c/f38ab64af3764f431e359f8baf9e0a21013e24329e8b85d2da32e8ed07ca/propcache-0.4.1-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:580e97762b950f993ae618e167e7be9256b8353c2dcd8b99ec100eb50f5286aa", size = 203748 }, + { url = "https://files.pythonhosted.org/packages/d6/e3/fa846bd70f6534d647886621388f0a265254d30e3ce47e5c8e6e27dbf153/propcache-0.4.1-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:501d20b891688eb8e7aa903021f0b72d5a55db40ffaab27edefd1027caaafa61", size = 205877 }, + { url = "https://files.pythonhosted.org/packages/e2/39/8163fc6f3133fea7b5f2827e8eba2029a0277ab2c5beee6c1db7b10fc23d/propcache-0.4.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9a0bd56e5b100aef69bd8562b74b46254e7c8812918d3baa700c8a8009b0af66", size = 199437 }, + { url = "https://files.pythonhosted.org/packages/93/89/caa9089970ca49c7c01662bd0eeedfe85494e863e8043565aeb6472ce8fe/propcache-0.4.1-cp313-cp313-win32.whl", hash = "sha256:bcc9aaa5d80322bc2fb24bb7accb4a30f81e90ab8d6ba187aec0744bc302ad81", size = 37586 }, + { url = "https://files.pythonhosted.org/packages/f5/ab/f76ec3c3627c883215b5c8080debb4394ef5a7a29be811f786415fc1e6fd/propcache-0.4.1-cp313-cp313-win_amd64.whl", hash = "sha256:381914df18634f5494334d201e98245c0596067504b9372d8cf93f4bb23e025e", size = 40790 }, + { url = "https://files.pythonhosted.org/packages/59/1b/e71ae98235f8e2ba5004d8cb19765a74877abf189bc53fc0c80d799e56c3/propcache-0.4.1-cp313-cp313-win_arm64.whl", hash = "sha256:8873eb4460fd55333ea49b7d189749ecf6e55bf85080f11b1c4530ed3034cba1", size = 37158 }, + { url = "https://files.pythonhosted.org/packages/83/ce/a31bbdfc24ee0dcbba458c8175ed26089cf109a55bbe7b7640ed2470cfe9/propcache-0.4.1-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:92d1935ee1f8d7442da9c0c4fa7ac20d07e94064184811b685f5c4fada64553b", size = 81451 }, + { url = "https://files.pythonhosted.org/packages/25/9c/442a45a470a68456e710d96cacd3573ef26a1d0a60067e6a7d5e655621ed/propcache-0.4.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:473c61b39e1460d386479b9b2f337da492042447c9b685f28be4f74d3529e566", size = 46374 }, + { url = "https://files.pythonhosted.org/packages/f4/bf/b1d5e21dbc3b2e889ea4327044fb16312a736d97640fb8b6aa3f9c7b3b65/propcache-0.4.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:c0ef0aaafc66fbd87842a3fe3902fd889825646bc21149eafe47be6072725835", size = 48396 }, + { url = "https://files.pythonhosted.org/packages/f4/04/5b4c54a103d480e978d3c8a76073502b18db0c4bc17ab91b3cb5092ad949/propcache-0.4.1-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f95393b4d66bfae908c3ca8d169d5f79cd65636ae15b5e7a4f6e67af675adb0e", size = 275950 }, + { url = "https://files.pythonhosted.org/packages/b4/c1/86f846827fb969c4b78b0af79bba1d1ea2156492e1b83dea8b8a6ae27395/propcache-0.4.1-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c07fda85708bc48578467e85099645167a955ba093be0a2dcba962195676e859", size = 273856 }, + { url = "https://files.pythonhosted.org/packages/36/1d/fc272a63c8d3bbad6878c336c7a7dea15e8f2d23a544bda43205dfa83ada/propcache-0.4.1-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:af223b406d6d000830c6f65f1e6431783fc3f713ba3e6cc8c024d5ee96170a4b", size = 280420 }, + { url = "https://files.pythonhosted.org/packages/07/0c/01f2219d39f7e53d52e5173bcb09c976609ba30209912a0680adfb8c593a/propcache-0.4.1-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a78372c932c90ee474559c5ddfffd718238e8673c340dc21fe45c5b8b54559a0", size = 263254 }, + { url = "https://files.pythonhosted.org/packages/2d/18/cd28081658ce597898f0c4d174d4d0f3c5b6d4dc27ffafeef835c95eb359/propcache-0.4.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:564d9f0d4d9509e1a870c920a89b2fec951b44bf5ba7d537a9e7c1ccec2c18af", size = 261205 }, + { url = "https://files.pythonhosted.org/packages/7a/71/1f9e22eb8b8316701c2a19fa1f388c8a3185082607da8e406a803c9b954e/propcache-0.4.1-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:17612831fda0138059cc5546f4d12a2aacfb9e47068c06af35c400ba58ba7393", size = 247873 }, + { url = "https://files.pythonhosted.org/packages/4a/65/3d4b61f36af2b4eddba9def857959f1016a51066b4f1ce348e0cf7881f58/propcache-0.4.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:41a89040cb10bd345b3c1a873b2bf36413d48da1def52f268a055f7398514874", size = 262739 }, + { url = "https://files.pythonhosted.org/packages/2a/42/26746ab087faa77c1c68079b228810436ccd9a5ce9ac85e2b7307195fd06/propcache-0.4.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:e35b88984e7fa64aacecea39236cee32dd9bd8c55f57ba8a75cf2399553f9bd7", size = 263514 }, + { url = "https://files.pythonhosted.org/packages/94/13/630690fe201f5502d2403dd3cfd451ed8858fe3c738ee88d095ad2ff407b/propcache-0.4.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:6f8b465489f927b0df505cbe26ffbeed4d6d8a2bbc61ce90eb074ff129ef0ab1", size = 257781 }, + { url = "https://files.pythonhosted.org/packages/92/f7/1d4ec5841505f423469efbfc381d64b7b467438cd5a4bbcbb063f3b73d27/propcache-0.4.1-cp313-cp313t-win32.whl", hash = "sha256:2ad890caa1d928c7c2965b48f3a3815c853180831d0e5503d35cf00c472f4717", size = 41396 }, + { url = "https://files.pythonhosted.org/packages/48/f0/615c30622316496d2cbbc29f5985f7777d3ada70f23370608c1d3e081c1f/propcache-0.4.1-cp313-cp313t-win_amd64.whl", hash = "sha256:f7ee0e597f495cf415bcbd3da3caa3bd7e816b74d0d52b8145954c5e6fd3ff37", size = 44897 }, + { url = "https://files.pythonhosted.org/packages/fd/ca/6002e46eccbe0e33dcd4069ef32f7f1c9e243736e07adca37ae8c4830ec3/propcache-0.4.1-cp313-cp313t-win_arm64.whl", hash = "sha256:929d7cbe1f01bb7baffb33dc14eb5691c95831450a26354cd210a8155170c93a", size = 39789 }, + { url = "https://files.pythonhosted.org/packages/8e/5c/bca52d654a896f831b8256683457ceddd490ec18d9ec50e97dfd8fc726a8/propcache-0.4.1-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:3f7124c9d820ba5548d431afb4632301acf965db49e666aa21c305cbe8c6de12", size = 78152 }, + { url = "https://files.pythonhosted.org/packages/65/9b/03b04e7d82a5f54fb16113d839f5ea1ede58a61e90edf515f6577c66fa8f/propcache-0.4.1-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:c0d4b719b7da33599dfe3b22d3db1ef789210a0597bc650b7cee9c77c2be8c5c", size = 44869 }, + { url = "https://files.pythonhosted.org/packages/b2/fa/89a8ef0468d5833a23fff277b143d0573897cf75bd56670a6d28126c7d68/propcache-0.4.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:9f302f4783709a78240ebc311b793f123328716a60911d667e0c036bc5dcbded", size = 46596 }, + { url = "https://files.pythonhosted.org/packages/86/bd/47816020d337f4a746edc42fe8d53669965138f39ee117414c7d7a340cfe/propcache-0.4.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c80ee5802e3fb9ea37938e7eecc307fb984837091d5fd262bb37238b1ae97641", size = 206981 }, + { url = "https://files.pythonhosted.org/packages/df/f6/c5fa1357cc9748510ee55f37173eb31bfde6d94e98ccd9e6f033f2fc06e1/propcache-0.4.1-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ed5a841e8bb29a55fb8159ed526b26adc5bdd7e8bd7bf793ce647cb08656cdf4", size = 211490 }, + { url = "https://files.pythonhosted.org/packages/80/1e/e5889652a7c4a3846683401a48f0f2e5083ce0ec1a8a5221d8058fbd1adf/propcache-0.4.1-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:55c72fd6ea2da4c318e74ffdf93c4fe4e926051133657459131a95c846d16d44", size = 215371 }, + { url = "https://files.pythonhosted.org/packages/b2/f2/889ad4b2408f72fe1a4f6a19491177b30ea7bf1a0fd5f17050ca08cfc882/propcache-0.4.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8326e144341460402713f91df60ade3c999d601e7eb5ff8f6f7862d54de0610d", size = 201424 }, + { url = "https://files.pythonhosted.org/packages/27/73/033d63069b57b0812c8bd19f311faebeceb6ba31b8f32b73432d12a0b826/propcache-0.4.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:060b16ae65bc098da7f6d25bf359f1f31f688384858204fe5d652979e0015e5b", size = 197566 }, + { url = "https://files.pythonhosted.org/packages/dc/89/ce24f3dc182630b4e07aa6d15f0ff4b14ed4b9955fae95a0b54c58d66c05/propcache-0.4.1-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:89eb3fa9524f7bec9de6e83cf3faed9d79bffa560672c118a96a171a6f55831e", size = 193130 }, + { url = "https://files.pythonhosted.org/packages/a9/24/ef0d5fd1a811fb5c609278d0209c9f10c35f20581fcc16f818da959fc5b4/propcache-0.4.1-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:dee69d7015dc235f526fe80a9c90d65eb0039103fe565776250881731f06349f", size = 202625 }, + { url = "https://files.pythonhosted.org/packages/f5/02/98ec20ff5546f68d673df2f7a69e8c0d076b5abd05ca882dc7ee3a83653d/propcache-0.4.1-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:5558992a00dfd54ccbc64a32726a3357ec93825a418a401f5cc67df0ac5d9e49", size = 204209 }, + { url = "https://files.pythonhosted.org/packages/a0/87/492694f76759b15f0467a2a93ab68d32859672b646aa8a04ce4864e7932d/propcache-0.4.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:c9b822a577f560fbd9554812526831712c1436d2c046cedee4c3796d3543b144", size = 197797 }, + { url = "https://files.pythonhosted.org/packages/ee/36/66367de3575db1d2d3f3d177432bd14ee577a39d3f5d1b3d5df8afe3b6e2/propcache-0.4.1-cp314-cp314-win32.whl", hash = "sha256:ab4c29b49d560fe48b696cdcb127dd36e0bc2472548f3bf56cc5cb3da2b2984f", size = 38140 }, + { url = "https://files.pythonhosted.org/packages/0c/2a/a758b47de253636e1b8aef181c0b4f4f204bf0dd964914fb2af90a95b49b/propcache-0.4.1-cp314-cp314-win_amd64.whl", hash = "sha256:5a103c3eb905fcea0ab98be99c3a9a5ab2de60228aa5aceedc614c0281cf6153", size = 41257 }, + { url = "https://files.pythonhosted.org/packages/34/5e/63bd5896c3fec12edcbd6f12508d4890d23c265df28c74b175e1ef9f4f3b/propcache-0.4.1-cp314-cp314-win_arm64.whl", hash = "sha256:74c1fb26515153e482e00177a1ad654721bf9207da8a494a0c05e797ad27b992", size = 38097 }, + { url = "https://files.pythonhosted.org/packages/99/85/9ff785d787ccf9bbb3f3106f79884a130951436f58392000231b4c737c80/propcache-0.4.1-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:824e908bce90fb2743bd6b59db36eb4f45cd350a39637c9f73b1c1ea66f5b75f", size = 81455 }, + { url = "https://files.pythonhosted.org/packages/90/85/2431c10c8e7ddb1445c1f7c4b54d886e8ad20e3c6307e7218f05922cad67/propcache-0.4.1-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c2b5e7db5328427c57c8e8831abda175421b709672f6cfc3d630c3b7e2146393", size = 46372 }, + { url = "https://files.pythonhosted.org/packages/01/20/b0972d902472da9bcb683fa595099911f4d2e86e5683bcc45de60dd05dc3/propcache-0.4.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6f6ff873ed40292cd4969ef5310179afd5db59fdf055897e282485043fc80ad0", size = 48411 }, + { url = "https://files.pythonhosted.org/packages/e2/e3/7dc89f4f21e8f99bad3d5ddb3a3389afcf9da4ac69e3deb2dcdc96e74169/propcache-0.4.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:49a2dc67c154db2c1463013594c458881a069fcf98940e61a0569016a583020a", size = 275712 }, + { url = "https://files.pythonhosted.org/packages/20/67/89800c8352489b21a8047c773067644e3897f02ecbbd610f4d46b7f08612/propcache-0.4.1-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:005f08e6a0529984491e37d8dbc3dd86f84bd78a8ceb5fa9a021f4c48d4984be", size = 273557 }, + { url = "https://files.pythonhosted.org/packages/e2/a1/b52b055c766a54ce6d9c16d9aca0cad8059acd9637cdf8aa0222f4a026ef/propcache-0.4.1-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5c3310452e0d31390da9035c348633b43d7e7feb2e37be252be6da45abd1abcc", size = 280015 }, + { url = "https://files.pythonhosted.org/packages/48/c8/33cee30bd890672c63743049f3c9e4be087e6780906bfc3ec58528be59c1/propcache-0.4.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4c3c70630930447f9ef1caac7728c8ad1c56bc5015338b20fed0d08ea2480b3a", size = 262880 }, + { url = "https://files.pythonhosted.org/packages/0c/b1/8f08a143b204b418285c88b83d00edbd61afbc2c6415ffafc8905da7038b/propcache-0.4.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8e57061305815dfc910a3634dcf584f08168a8836e6999983569f51a8544cd89", size = 260938 }, + { url = "https://files.pythonhosted.org/packages/cf/12/96e4664c82ca2f31e1c8dff86afb867348979eb78d3cb8546a680287a1e9/propcache-0.4.1-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:521a463429ef54143092c11a77e04056dd00636f72e8c45b70aaa3140d639726", size = 247641 }, + { url = "https://files.pythonhosted.org/packages/18/ed/e7a9cfca28133386ba52278136d42209d3125db08d0a6395f0cba0c0285c/propcache-0.4.1-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:120c964da3fdc75e3731aa392527136d4ad35868cc556fd09bb6d09172d9a367", size = 262510 }, + { url = "https://files.pythonhosted.org/packages/f5/76/16d8bf65e8845dd62b4e2b57444ab81f07f40caa5652b8969b87ddcf2ef6/propcache-0.4.1-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:d8f353eb14ee3441ee844ade4277d560cdd68288838673273b978e3d6d2c8f36", size = 263161 }, + { url = "https://files.pythonhosted.org/packages/e7/70/c99e9edb5d91d5ad8a49fa3c1e8285ba64f1476782fed10ab251ff413ba1/propcache-0.4.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ab2943be7c652f09638800905ee1bab2c544e537edb57d527997a24c13dc1455", size = 257393 }, + { url = "https://files.pythonhosted.org/packages/08/02/87b25304249a35c0915d236575bc3574a323f60b47939a2262b77632a3ee/propcache-0.4.1-cp314-cp314t-win32.whl", hash = "sha256:05674a162469f31358c30bcaa8883cb7829fa3110bf9c0991fe27d7896c42d85", size = 42546 }, + { url = "https://files.pythonhosted.org/packages/cb/ef/3c6ecf8b317aa982f309835e8f96987466123c6e596646d4e6a1dfcd080f/propcache-0.4.1-cp314-cp314t-win_amd64.whl", hash = "sha256:990f6b3e2a27d683cb7602ed6c86f15ee6b43b1194736f9baaeb93d0016633b1", size = 46259 }, + { url = "https://files.pythonhosted.org/packages/c4/2d/346e946d4951f37eca1e4f55be0f0174c52cd70720f84029b02f296f4a38/propcache-0.4.1-cp314-cp314t-win_arm64.whl", hash = "sha256:ecef2343af4cc68e05131e45024ba34f6095821988a9d0a02aa7c73fcc448aa9", size = 40428 }, + { url = "https://files.pythonhosted.org/packages/5b/5a/bc7b4a4ef808fa59a816c17b20c4bef6884daebbdf627ff2a161da67da19/propcache-0.4.1-py3-none-any.whl", hash = "sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237", size = 13305 }, ] [[package]] @@ -4294,38 +4290,38 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "protobuf", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/f4/ac/87285f15f7cce6d4a008f33f1757fb5a13611ea8914eb58c3d0d26243468/proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012", size = 56142, upload-time = "2025-03-10T15:54:38.843Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f4/ac/87285f15f7cce6d4a008f33f1757fb5a13611ea8914eb58c3d0d26243468/proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012", size = 56142 } wheels = [ - { url = "https://files.pythonhosted.org/packages/4e/6d/280c4c2ce28b1593a19ad5239c8b826871fc6ec275c21afc8e1820108039/proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66", size = 50163, upload-time = "2025-03-10T15:54:37.335Z" }, + { url = "https://files.pythonhosted.org/packages/4e/6d/280c4c2ce28b1593a19ad5239c8b826871fc6ec275c21afc8e1820108039/proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66", size = 50163 }, ] [[package]] name = "protobuf" version = "5.29.5" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/43/29/d09e70352e4e88c9c7a198d5645d7277811448d76c23b00345670f7c8a38/protobuf-5.29.5.tar.gz", hash = "sha256:bc1463bafd4b0929216c35f437a8e28731a2b7fe3d98bb77a600efced5a15c84", size = 425226, upload-time = "2025-05-28T23:51:59.82Z" } +sdist = { url = "https://files.pythonhosted.org/packages/43/29/d09e70352e4e88c9c7a198d5645d7277811448d76c23b00345670f7c8a38/protobuf-5.29.5.tar.gz", hash = "sha256:bc1463bafd4b0929216c35f437a8e28731a2b7fe3d98bb77a600efced5a15c84", size = 425226 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5f/11/6e40e9fc5bba02988a214c07cf324595789ca7820160bfd1f8be96e48539/protobuf-5.29.5-cp310-abi3-win32.whl", hash = "sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079", size = 422963, upload-time = "2025-05-28T23:51:41.204Z" }, - { url = "https://files.pythonhosted.org/packages/81/7f/73cefb093e1a2a7c3ffd839e6f9fcafb7a427d300c7f8aef9c64405d8ac6/protobuf-5.29.5-cp310-abi3-win_amd64.whl", hash = "sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc", size = 434818, upload-time = "2025-05-28T23:51:44.297Z" }, - { url = "https://files.pythonhosted.org/packages/dd/73/10e1661c21f139f2c6ad9b23040ff36fee624310dc28fba20d33fdae124c/protobuf-5.29.5-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e38c5add5a311f2a6eb0340716ef9b039c1dfa428b28f25a7838ac329204a671", size = 418091, upload-time = "2025-05-28T23:51:45.907Z" }, - { url = "https://files.pythonhosted.org/packages/6c/04/98f6f8cf5b07ab1294c13f34b4e69b3722bb609c5b701d6c169828f9f8aa/protobuf-5.29.5-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:fa18533a299d7ab6c55a238bf8629311439995f2e7eca5caaff08663606e9015", size = 319824, upload-time = "2025-05-28T23:51:47.545Z" }, - { url = "https://files.pythonhosted.org/packages/85/e4/07c80521879c2d15f321465ac24c70efe2381378c00bf5e56a0f4fbac8cd/protobuf-5.29.5-cp38-abi3-manylinux2014_x86_64.whl", hash = "sha256:63848923da3325e1bf7e9003d680ce6e14b07e55d0473253a690c3a8b8fd6e61", size = 319942, upload-time = "2025-05-28T23:51:49.11Z" }, - { url = "https://files.pythonhosted.org/packages/7e/cc/7e77861000a0691aeea8f4566e5d3aa716f2b1dece4a24439437e41d3d25/protobuf-5.29.5-py3-none-any.whl", hash = "sha256:6cf42630262c59b2d8de33954443d94b746c952b01434fc58a417fdbd2e84bd5", size = 172823, upload-time = "2025-05-28T23:51:58.157Z" }, + { url = "https://files.pythonhosted.org/packages/5f/11/6e40e9fc5bba02988a214c07cf324595789ca7820160bfd1f8be96e48539/protobuf-5.29.5-cp310-abi3-win32.whl", hash = "sha256:3f1c6468a2cfd102ff4703976138844f78ebd1fb45f49011afc5139e9e283079", size = 422963 }, + { url = "https://files.pythonhosted.org/packages/81/7f/73cefb093e1a2a7c3ffd839e6f9fcafb7a427d300c7f8aef9c64405d8ac6/protobuf-5.29.5-cp310-abi3-win_amd64.whl", hash = "sha256:3f76e3a3675b4a4d867b52e4a5f5b78a2ef9565549d4037e06cf7b0942b1d3fc", size = 434818 }, + { url = "https://files.pythonhosted.org/packages/dd/73/10e1661c21f139f2c6ad9b23040ff36fee624310dc28fba20d33fdae124c/protobuf-5.29.5-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:e38c5add5a311f2a6eb0340716ef9b039c1dfa428b28f25a7838ac329204a671", size = 418091 }, + { url = "https://files.pythonhosted.org/packages/6c/04/98f6f8cf5b07ab1294c13f34b4e69b3722bb609c5b701d6c169828f9f8aa/protobuf-5.29.5-cp38-abi3-manylinux2014_aarch64.whl", hash = "sha256:fa18533a299d7ab6c55a238bf8629311439995f2e7eca5caaff08663606e9015", size = 319824 }, + { url = "https://files.pythonhosted.org/packages/85/e4/07c80521879c2d15f321465ac24c70efe2381378c00bf5e56a0f4fbac8cd/protobuf-5.29.5-cp38-abi3-manylinux2014_x86_64.whl", hash = "sha256:63848923da3325e1bf7e9003d680ce6e14b07e55d0473253a690c3a8b8fd6e61", size = 319942 }, + { url = "https://files.pythonhosted.org/packages/7e/cc/7e77861000a0691aeea8f4566e5d3aa716f2b1dece4a24439437e41d3d25/protobuf-5.29.5-py3-none-any.whl", hash = "sha256:6cf42630262c59b2d8de33954443d94b746c952b01434fc58a417fdbd2e84bd5", size = 172823 }, ] [[package]] name = "psutil" version = "7.0.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/2a/80/336820c1ad9286a4ded7e845b2eccfcb27851ab8ac6abece774a6ff4d3de/psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456", size = 497003, upload-time = "2025-02-13T21:54:07.946Z" } +sdist = { url = "https://files.pythonhosted.org/packages/2a/80/336820c1ad9286a4ded7e845b2eccfcb27851ab8ac6abece774a6ff4d3de/psutil-7.0.0.tar.gz", hash = "sha256:7be9c3eba38beccb6495ea33afd982a44074b78f28c434a1f51cc07fd315c456", size = 497003 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ed/e6/2d26234410f8b8abdbf891c9da62bee396583f713fb9f3325a4760875d22/psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25", size = 238051, upload-time = "2025-02-13T21:54:12.36Z" }, - { url = "https://files.pythonhosted.org/packages/04/8b/30f930733afe425e3cbfc0e1468a30a18942350c1a8816acfade80c005c4/psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da", size = 239535, upload-time = "2025-02-13T21:54:16.07Z" }, - { url = "https://files.pythonhosted.org/packages/2a/ed/d362e84620dd22876b55389248e522338ed1bf134a5edd3b8231d7207f6d/psutil-7.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1fcee592b4c6f146991ca55919ea3d1f8926497a713ed7faaf8225e174581e91", size = 275004, upload-time = "2025-02-13T21:54:18.662Z" }, - { url = "https://files.pythonhosted.org/packages/bf/b9/b0eb3f3cbcb734d930fdf839431606844a825b23eaf9a6ab371edac8162c/psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b1388a4f6875d7e2aff5c4ca1cc16c545ed41dd8bb596cefea80111db353a34", size = 277986, upload-time = "2025-02-13T21:54:21.811Z" }, - { url = "https://files.pythonhosted.org/packages/eb/a2/709e0fe2f093556c17fbafda93ac032257242cabcc7ff3369e2cb76a97aa/psutil-7.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5f098451abc2828f7dc6b58d44b532b22f2088f4999a937557b603ce72b1993", size = 279544, upload-time = "2025-02-13T21:54:24.68Z" }, - { url = "https://files.pythonhosted.org/packages/50/e6/eecf58810b9d12e6427369784efe814a1eec0f492084ce8eb8f4d89d6d61/psutil-7.0.0-cp37-abi3-win32.whl", hash = "sha256:ba3fcef7523064a6c9da440fc4d6bd07da93ac726b5733c29027d7dc95b39d99", size = 241053, upload-time = "2025-02-13T21:54:34.31Z" }, - { url = "https://files.pythonhosted.org/packages/50/1b/6921afe68c74868b4c9fa424dad3be35b095e16687989ebbb50ce4fceb7c/psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553", size = 244885, upload-time = "2025-02-13T21:54:37.486Z" }, + { url = "https://files.pythonhosted.org/packages/ed/e6/2d26234410f8b8abdbf891c9da62bee396583f713fb9f3325a4760875d22/psutil-7.0.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:101d71dc322e3cffd7cea0650b09b3d08b8e7c4109dd6809fe452dfd00e58b25", size = 238051 }, + { url = "https://files.pythonhosted.org/packages/04/8b/30f930733afe425e3cbfc0e1468a30a18942350c1a8816acfade80c005c4/psutil-7.0.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:39db632f6bb862eeccf56660871433e111b6ea58f2caea825571951d4b6aa3da", size = 239535 }, + { url = "https://files.pythonhosted.org/packages/2a/ed/d362e84620dd22876b55389248e522338ed1bf134a5edd3b8231d7207f6d/psutil-7.0.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:1fcee592b4c6f146991ca55919ea3d1f8926497a713ed7faaf8225e174581e91", size = 275004 }, + { url = "https://files.pythonhosted.org/packages/bf/b9/b0eb3f3cbcb734d930fdf839431606844a825b23eaf9a6ab371edac8162c/psutil-7.0.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b1388a4f6875d7e2aff5c4ca1cc16c545ed41dd8bb596cefea80111db353a34", size = 277986 }, + { url = "https://files.pythonhosted.org/packages/eb/a2/709e0fe2f093556c17fbafda93ac032257242cabcc7ff3369e2cb76a97aa/psutil-7.0.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a5f098451abc2828f7dc6b58d44b532b22f2088f4999a937557b603ce72b1993", size = 279544 }, + { url = "https://files.pythonhosted.org/packages/50/e6/eecf58810b9d12e6427369784efe814a1eec0f492084ce8eb8f4d89d6d61/psutil-7.0.0-cp37-abi3-win32.whl", hash = "sha256:ba3fcef7523064a6c9da440fc4d6bd07da93ac726b5733c29027d7dc95b39d99", size = 241053 }, + { url = "https://files.pythonhosted.org/packages/50/1b/6921afe68c74868b4c9fa424dad3be35b095e16687989ebbb50ce4fceb7c/psutil-7.0.0-cp37-abi3-win_amd64.whl", hash = "sha256:4cf3d4eb1aa9b348dec30105c55cd9b7d4629285735a102beb4441e38db90553", size = 244885 }, ] [[package]] @@ -4338,73 +4334,73 @@ dependencies = [ { name = "wheel", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] wheels = [ - { url = "https://files.pythonhosted.org/packages/c2/94/6475c7faa94a1d90303f624936471cd0f4c20430bd2c92deab607cd0ff31/py2docfx-0.1.22-py3-none-any.whl", hash = "sha256:ccee611af2aefe9f39f446f72b5e07d3369bbdb77c13ebafb69ed1a116116467", size = 11420273, upload-time = "2025-10-10T07:16:25.294Z" }, + { url = "https://files.pythonhosted.org/packages/c2/94/6475c7faa94a1d90303f624936471cd0f4c20430bd2c92deab607cd0ff31/py2docfx-0.1.22-py3-none-any.whl", hash = "sha256:ccee611af2aefe9f39f446f72b5e07d3369bbdb77c13ebafb69ed1a116116467", size = 11420273 }, ] [[package]] name = "pyarrow" version = "22.0.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/30/53/04a7fdc63e6056116c9ddc8b43bc28c12cdd181b85cbeadb79278475f3ae/pyarrow-22.0.0.tar.gz", hash = "sha256:3d600dc583260d845c7d8a6db540339dd883081925da2bd1c5cb808f720b3cd9", size = 1151151, upload-time = "2025-10-24T12:30:00.762Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/d9/9b/cb3f7e0a345353def531ca879053e9ef6b9f38ed91aebcf68b09ba54dec0/pyarrow-22.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:77718810bd3066158db1e95a63c160ad7ce08c6b0710bc656055033e39cdad88", size = 34223968, upload-time = "2025-10-24T10:03:31.21Z" }, - { url = "https://files.pythonhosted.org/packages/6c/41/3184b8192a120306270c5307f105b70320fdaa592c99843c5ef78aaefdcf/pyarrow-22.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:44d2d26cda26d18f7af7db71453b7b783788322d756e81730acb98f24eb90ace", size = 35942085, upload-time = "2025-10-24T10:03:38.146Z" }, - { url = "https://files.pythonhosted.org/packages/d9/3d/a1eab2f6f08001f9fb714b8ed5cfb045e2fe3e3e3c0c221f2c9ed1e6d67d/pyarrow-22.0.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:b9d71701ce97c95480fecb0039ec5bb889e75f110da72005743451339262f4ce", size = 44964613, upload-time = "2025-10-24T10:03:46.516Z" }, - { url = "https://files.pythonhosted.org/packages/46/46/a1d9c24baf21cfd9ce994ac820a24608decf2710521b29223d4334985127/pyarrow-22.0.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:710624ab925dc2b05a6229d47f6f0dac1c1155e6ed559be7109f684eba048a48", size = 47627059, upload-time = "2025-10-24T10:03:55.353Z" }, - { url = "https://files.pythonhosted.org/packages/3a/4c/f711acb13075c1391fd54bc17e078587672c575f8de2a6e62509af026dcf/pyarrow-22.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f963ba8c3b0199f9d6b794c90ec77545e05eadc83973897a4523c9e8d84e9340", size = 47947043, upload-time = "2025-10-24T10:04:05.408Z" }, - { url = "https://files.pythonhosted.org/packages/4e/70/1f3180dd7c2eab35c2aca2b29ace6c519f827dcd4cfeb8e0dca41612cf7a/pyarrow-22.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:bd0d42297ace400d8febe55f13fdf46e86754842b860c978dfec16f081e5c653", size = 50206505, upload-time = "2025-10-24T10:04:15.786Z" }, - { url = "https://files.pythonhosted.org/packages/80/07/fea6578112c8c60ffde55883a571e4c4c6bc7049f119d6b09333b5cc6f73/pyarrow-22.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:00626d9dc0f5ef3a75fe63fd68b9c7c8302d2b5bbc7f74ecaedba83447a24f84", size = 28101641, upload-time = "2025-10-24T10:04:22.57Z" }, - { url = "https://files.pythonhosted.org/packages/2e/b7/18f611a8cdc43417f9394a3ccd3eace2f32183c08b9eddc3d17681819f37/pyarrow-22.0.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:3e294c5eadfb93d78b0763e859a0c16d4051fc1c5231ae8956d61cb0b5666f5a", size = 34272022, upload-time = "2025-10-24T10:04:28.973Z" }, - { url = "https://files.pythonhosted.org/packages/26/5c/f259e2526c67eb4b9e511741b19870a02363a47a35edbebc55c3178db22d/pyarrow-22.0.0-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:69763ab2445f632d90b504a815a2a033f74332997052b721002298ed6de40f2e", size = 35995834, upload-time = "2025-10-24T10:04:35.467Z" }, - { url = "https://files.pythonhosted.org/packages/50/8d/281f0f9b9376d4b7f146913b26fac0aa2829cd1ee7e997f53a27411bbb92/pyarrow-22.0.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:b41f37cabfe2463232684de44bad753d6be08a7a072f6a83447eeaf0e4d2a215", size = 45030348, upload-time = "2025-10-24T10:04:43.366Z" }, - { url = "https://files.pythonhosted.org/packages/f5/e5/53c0a1c428f0976bf22f513d79c73000926cb00b9c138d8e02daf2102e18/pyarrow-22.0.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:35ad0f0378c9359b3f297299c3309778bb03b8612f987399a0333a560b43862d", size = 47699480, upload-time = "2025-10-24T10:04:51.486Z" }, - { url = "https://files.pythonhosted.org/packages/95/e1/9dbe4c465c3365959d183e6345d0a8d1dc5b02ca3f8db4760b3bc834cf25/pyarrow-22.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8382ad21458075c2e66a82a29d650f963ce51c7708c7c0ff313a8c206c4fd5e8", size = 48011148, upload-time = "2025-10-24T10:04:59.585Z" }, - { url = "https://files.pythonhosted.org/packages/c5/b4/7caf5d21930061444c3cf4fa7535c82faf5263e22ce43af7c2759ceb5b8b/pyarrow-22.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1a812a5b727bc09c3d7ea072c4eebf657c2f7066155506ba31ebf4792f88f016", size = 50276964, upload-time = "2025-10-24T10:05:08.175Z" }, - { url = "https://files.pythonhosted.org/packages/ae/f3/cec89bd99fa3abf826f14d4e53d3d11340ce6f6af4d14bdcd54cd83b6576/pyarrow-22.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:ec5d40dd494882704fb876c16fa7261a69791e784ae34e6b5992e977bd2e238c", size = 28106517, upload-time = "2025-10-24T10:05:14.314Z" }, - { url = "https://files.pythonhosted.org/packages/af/63/ba23862d69652f85b615ca14ad14f3bcfc5bf1b99ef3f0cd04ff93fdad5a/pyarrow-22.0.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:bea79263d55c24a32b0d79c00a1c58bb2ee5f0757ed95656b01c0fb310c5af3d", size = 34211578, upload-time = "2025-10-24T10:05:21.583Z" }, - { url = "https://files.pythonhosted.org/packages/b1/d0/f9ad86fe809efd2bcc8be32032fa72e8b0d112b01ae56a053006376c5930/pyarrow-22.0.0-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:12fe549c9b10ac98c91cf791d2945e878875d95508e1a5d14091a7aaa66d9cf8", size = 35989906, upload-time = "2025-10-24T10:05:29.485Z" }, - { url = "https://files.pythonhosted.org/packages/b4/a8/f910afcb14630e64d673f15904ec27dd31f1e009b77033c365c84e8c1e1d/pyarrow-22.0.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:334f900ff08ce0423407af97e6c26ad5d4e3b0763645559ece6fbf3747d6a8f5", size = 45021677, upload-time = "2025-10-24T10:05:38.274Z" }, - { url = "https://files.pythonhosted.org/packages/13/95/aec81f781c75cd10554dc17a25849c720d54feafb6f7847690478dcf5ef8/pyarrow-22.0.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:c6c791b09c57ed76a18b03f2631753a4960eefbbca80f846da8baefc6491fcfe", size = 47726315, upload-time = "2025-10-24T10:05:47.314Z" }, - { url = "https://files.pythonhosted.org/packages/bb/d4/74ac9f7a54cfde12ee42734ea25d5a3c9a45db78f9def949307a92720d37/pyarrow-22.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c3200cb41cdbc65156e5f8c908d739b0dfed57e890329413da2748d1a2cd1a4e", size = 47990906, upload-time = "2025-10-24T10:05:58.254Z" }, - { url = "https://files.pythonhosted.org/packages/2e/71/fedf2499bf7a95062eafc989ace56572f3343432570e1c54e6599d5b88da/pyarrow-22.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ac93252226cf288753d8b46280f4edf3433bf9508b6977f8dd8526b521a1bbb9", size = 50306783, upload-time = "2025-10-24T10:06:08.08Z" }, - { url = "https://files.pythonhosted.org/packages/68/ed/b202abd5a5b78f519722f3d29063dda03c114711093c1995a33b8e2e0f4b/pyarrow-22.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:44729980b6c50a5f2bfcc2668d36c569ce17f8b17bccaf470c4313dcbbf13c9d", size = 27972883, upload-time = "2025-10-24T10:06:14.204Z" }, - { url = "https://files.pythonhosted.org/packages/a6/d6/d0fac16a2963002fc22c8fa75180a838737203d558f0ed3b564c4a54eef5/pyarrow-22.0.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:e6e95176209257803a8b3d0394f21604e796dadb643d2f7ca21b66c9c0b30c9a", size = 34204629, upload-time = "2025-10-24T10:06:20.274Z" }, - { url = "https://files.pythonhosted.org/packages/c6/9c/1d6357347fbae062ad3f17082f9ebc29cc733321e892c0d2085f42a2212b/pyarrow-22.0.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:001ea83a58024818826a9e3f89bf9310a114f7e26dfe404a4c32686f97bd7901", size = 35985783, upload-time = "2025-10-24T10:06:27.301Z" }, - { url = "https://files.pythonhosted.org/packages/ff/c0/782344c2ce58afbea010150df07e3a2f5fdad299cd631697ae7bd3bac6e3/pyarrow-22.0.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:ce20fe000754f477c8a9125543f1936ea5b8867c5406757c224d745ed033e691", size = 45020999, upload-time = "2025-10-24T10:06:35.387Z" }, - { url = "https://files.pythonhosted.org/packages/1b/8b/5362443737a5307a7b67c1017c42cd104213189b4970bf607e05faf9c525/pyarrow-22.0.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:e0a15757fccb38c410947df156f9749ae4a3c89b2393741a50521f39a8cf202a", size = 47724601, upload-time = "2025-10-24T10:06:43.551Z" }, - { url = "https://files.pythonhosted.org/packages/69/4d/76e567a4fc2e190ee6072967cb4672b7d9249ac59ae65af2d7e3047afa3b/pyarrow-22.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:cedb9dd9358e4ea1d9bce3665ce0797f6adf97ff142c8e25b46ba9cdd508e9b6", size = 48001050, upload-time = "2025-10-24T10:06:52.284Z" }, - { url = "https://files.pythonhosted.org/packages/01/5e/5653f0535d2a1aef8223cee9d92944cb6bccfee5cf1cd3f462d7cb022790/pyarrow-22.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:252be4a05f9d9185bb8c18e83764ebcfea7185076c07a7a662253af3a8c07941", size = 50307877, upload-time = "2025-10-24T10:07:02.405Z" }, - { url = "https://files.pythonhosted.org/packages/2d/f8/1d0bd75bf9328a3b826e24a16e5517cd7f9fbf8d34a3184a4566ef5a7f29/pyarrow-22.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:a4893d31e5ef780b6edcaf63122df0f8d321088bb0dee4c8c06eccb1ca28d145", size = 27977099, upload-time = "2025-10-24T10:08:07.259Z" }, - { url = "https://files.pythonhosted.org/packages/90/81/db56870c997805bf2b0f6eeeb2d68458bf4654652dccdcf1bf7a42d80903/pyarrow-22.0.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:f7fe3dbe871294ba70d789be16b6e7e52b418311e166e0e3cba9522f0f437fb1", size = 34336685, upload-time = "2025-10-24T10:07:11.47Z" }, - { url = "https://files.pythonhosted.org/packages/1c/98/0727947f199aba8a120f47dfc229eeb05df15bcd7a6f1b669e9f882afc58/pyarrow-22.0.0-cp313-cp313t-macosx_12_0_x86_64.whl", hash = "sha256:ba95112d15fd4f1105fb2402c4eab9068f0554435e9b7085924bcfaac2cc306f", size = 36032158, upload-time = "2025-10-24T10:07:18.626Z" }, - { url = "https://files.pythonhosted.org/packages/96/b4/9babdef9c01720a0785945c7cf550e4acd0ebcd7bdd2e6f0aa7981fa85e2/pyarrow-22.0.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:c064e28361c05d72eed8e744c9605cbd6d2bb7481a511c74071fd9b24bc65d7d", size = 44892060, upload-time = "2025-10-24T10:07:26.002Z" }, - { url = "https://files.pythonhosted.org/packages/f8/ca/2f8804edd6279f78a37062d813de3f16f29183874447ef6d1aadbb4efa0f/pyarrow-22.0.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:6f9762274496c244d951c819348afbcf212714902742225f649cf02823a6a10f", size = 47504395, upload-time = "2025-10-24T10:07:34.09Z" }, - { url = "https://files.pythonhosted.org/packages/b9/f0/77aa5198fd3943682b2e4faaf179a674f0edea0d55d326d83cb2277d9363/pyarrow-22.0.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a9d9ffdc2ab696f6b15b4d1f7cec6658e1d788124418cb30030afbae31c64746", size = 48066216, upload-time = "2025-10-24T10:07:43.528Z" }, - { url = "https://files.pythonhosted.org/packages/79/87/a1937b6e78b2aff18b706d738c9e46ade5bfcf11b294e39c87706a0089ac/pyarrow-22.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:ec1a15968a9d80da01e1d30349b2b0d7cc91e96588ee324ce1b5228175043e95", size = 50288552, upload-time = "2025-10-24T10:07:53.519Z" }, - { url = "https://files.pythonhosted.org/packages/60/ae/b5a5811e11f25788ccfdaa8f26b6791c9807119dffcf80514505527c384c/pyarrow-22.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:bba208d9c7decf9961998edf5c65e3ea4355d5818dd6cd0f6809bec1afb951cc", size = 28262504, upload-time = "2025-10-24T10:08:00.932Z" }, - { url = "https://files.pythonhosted.org/packages/bd/b0/0fa4d28a8edb42b0a7144edd20befd04173ac79819547216f8a9f36f9e50/pyarrow-22.0.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:9bddc2cade6561f6820d4cd73f99a0243532ad506bc510a75a5a65a522b2d74d", size = 34224062, upload-time = "2025-10-24T10:08:14.101Z" }, - { url = "https://files.pythonhosted.org/packages/0f/a8/7a719076b3c1be0acef56a07220c586f25cd24de0e3f3102b438d18ae5df/pyarrow-22.0.0-cp314-cp314-macosx_12_0_x86_64.whl", hash = "sha256:e70ff90c64419709d38c8932ea9fe1cc98415c4f87ea8da81719e43f02534bc9", size = 35990057, upload-time = "2025-10-24T10:08:21.842Z" }, - { url = "https://files.pythonhosted.org/packages/89/3c/359ed54c93b47fb6fe30ed16cdf50e3f0e8b9ccfb11b86218c3619ae50a8/pyarrow-22.0.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:92843c305330aa94a36e706c16209cd4df274693e777ca47112617db7d0ef3d7", size = 45068002, upload-time = "2025-10-24T10:08:29.034Z" }, - { url = "https://files.pythonhosted.org/packages/55/fc/4945896cc8638536ee787a3bd6ce7cec8ec9acf452d78ec39ab328efa0a1/pyarrow-22.0.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:6dda1ddac033d27421c20d7a7943eec60be44e0db4e079f33cc5af3b8280ccde", size = 47737765, upload-time = "2025-10-24T10:08:38.559Z" }, - { url = "https://files.pythonhosted.org/packages/cd/5e/7cb7edeb2abfaa1f79b5d5eb89432356155c8426f75d3753cbcb9592c0fd/pyarrow-22.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:84378110dd9a6c06323b41b56e129c504d157d1a983ce8f5443761eb5256bafc", size = 48048139, upload-time = "2025-10-24T10:08:46.784Z" }, - { url = "https://files.pythonhosted.org/packages/88/c6/546baa7c48185f5e9d6e59277c4b19f30f48c94d9dd938c2a80d4d6b067c/pyarrow-22.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:854794239111d2b88b40b6ef92aa478024d1e5074f364033e73e21e3f76b25e0", size = 50314244, upload-time = "2025-10-24T10:08:55.771Z" }, - { url = "https://files.pythonhosted.org/packages/3c/79/755ff2d145aafec8d347bf18f95e4e81c00127f06d080135dfc86aea417c/pyarrow-22.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:b883fe6fd85adad7932b3271c38ac289c65b7337c2c132e9569f9d3940620730", size = 28757501, upload-time = "2025-10-24T10:09:59.891Z" }, - { url = "https://files.pythonhosted.org/packages/0e/d2/237d75ac28ced3147912954e3c1a174df43a95f4f88e467809118a8165e0/pyarrow-22.0.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:7a820d8ae11facf32585507c11f04e3f38343c1e784c9b5a8b1da5c930547fe2", size = 34355506, upload-time = "2025-10-24T10:09:02.953Z" }, - { url = "https://files.pythonhosted.org/packages/1e/2c/733dfffe6d3069740f98e57ff81007809067d68626c5faef293434d11bd6/pyarrow-22.0.0-cp314-cp314t-macosx_12_0_x86_64.whl", hash = "sha256:c6ec3675d98915bf1ec8b3c7986422682f7232ea76cad276f4c8abd5b7319b70", size = 36047312, upload-time = "2025-10-24T10:09:10.334Z" }, - { url = "https://files.pythonhosted.org/packages/7c/2b/29d6e3782dc1f299727462c1543af357a0f2c1d3c160ce199950d9ca51eb/pyarrow-22.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:3e739edd001b04f654b166204fc7a9de896cf6007eaff33409ee9e50ceaff754", size = 45081609, upload-time = "2025-10-24T10:09:18.61Z" }, - { url = "https://files.pythonhosted.org/packages/8d/42/aa9355ecc05997915af1b7b947a7f66c02dcaa927f3203b87871c114ba10/pyarrow-22.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:7388ac685cab5b279a41dfe0a6ccd99e4dbf322edfb63e02fc0443bf24134e91", size = 47703663, upload-time = "2025-10-24T10:09:27.369Z" }, - { url = "https://files.pythonhosted.org/packages/ee/62/45abedde480168e83a1de005b7b7043fd553321c1e8c5a9a114425f64842/pyarrow-22.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:f633074f36dbc33d5c05b5dc75371e5660f1dbf9c8b1d95669def05e5425989c", size = 48066543, upload-time = "2025-10-24T10:09:34.908Z" }, - { url = "https://files.pythonhosted.org/packages/84/e9/7878940a5b072e4f3bf998770acafeae13b267f9893af5f6d4ab3904b67e/pyarrow-22.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:4c19236ae2402a8663a2c8f21f1870a03cc57f0bef7e4b6eb3238cc82944de80", size = 50288838, upload-time = "2025-10-24T10:09:44.394Z" }, - { url = "https://files.pythonhosted.org/packages/7b/03/f335d6c52b4a4761bcc83499789a1e2e16d9d201a58c327a9b5cc9a41bd9/pyarrow-22.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0c34fe18094686194f204a3b1787a27456897d8a2d62caf84b61e8dfbc0252ae", size = 29185594, upload-time = "2025-10-24T10:09:53.111Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/30/53/04a7fdc63e6056116c9ddc8b43bc28c12cdd181b85cbeadb79278475f3ae/pyarrow-22.0.0.tar.gz", hash = "sha256:3d600dc583260d845c7d8a6db540339dd883081925da2bd1c5cb808f720b3cd9", size = 1151151 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d9/9b/cb3f7e0a345353def531ca879053e9ef6b9f38ed91aebcf68b09ba54dec0/pyarrow-22.0.0-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:77718810bd3066158db1e95a63c160ad7ce08c6b0710bc656055033e39cdad88", size = 34223968 }, + { url = "https://files.pythonhosted.org/packages/6c/41/3184b8192a120306270c5307f105b70320fdaa592c99843c5ef78aaefdcf/pyarrow-22.0.0-cp310-cp310-macosx_12_0_x86_64.whl", hash = "sha256:44d2d26cda26d18f7af7db71453b7b783788322d756e81730acb98f24eb90ace", size = 35942085 }, + { url = "https://files.pythonhosted.org/packages/d9/3d/a1eab2f6f08001f9fb714b8ed5cfb045e2fe3e3e3c0c221f2c9ed1e6d67d/pyarrow-22.0.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:b9d71701ce97c95480fecb0039ec5bb889e75f110da72005743451339262f4ce", size = 44964613 }, + { url = "https://files.pythonhosted.org/packages/46/46/a1d9c24baf21cfd9ce994ac820a24608decf2710521b29223d4334985127/pyarrow-22.0.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:710624ab925dc2b05a6229d47f6f0dac1c1155e6ed559be7109f684eba048a48", size = 47627059 }, + { url = "https://files.pythonhosted.org/packages/3a/4c/f711acb13075c1391fd54bc17e078587672c575f8de2a6e62509af026dcf/pyarrow-22.0.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:f963ba8c3b0199f9d6b794c90ec77545e05eadc83973897a4523c9e8d84e9340", size = 47947043 }, + { url = "https://files.pythonhosted.org/packages/4e/70/1f3180dd7c2eab35c2aca2b29ace6c519f827dcd4cfeb8e0dca41612cf7a/pyarrow-22.0.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:bd0d42297ace400d8febe55f13fdf46e86754842b860c978dfec16f081e5c653", size = 50206505 }, + { url = "https://files.pythonhosted.org/packages/80/07/fea6578112c8c60ffde55883a571e4c4c6bc7049f119d6b09333b5cc6f73/pyarrow-22.0.0-cp310-cp310-win_amd64.whl", hash = "sha256:00626d9dc0f5ef3a75fe63fd68b9c7c8302d2b5bbc7f74ecaedba83447a24f84", size = 28101641 }, + { url = "https://files.pythonhosted.org/packages/2e/b7/18f611a8cdc43417f9394a3ccd3eace2f32183c08b9eddc3d17681819f37/pyarrow-22.0.0-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:3e294c5eadfb93d78b0763e859a0c16d4051fc1c5231ae8956d61cb0b5666f5a", size = 34272022 }, + { url = "https://files.pythonhosted.org/packages/26/5c/f259e2526c67eb4b9e511741b19870a02363a47a35edbebc55c3178db22d/pyarrow-22.0.0-cp311-cp311-macosx_12_0_x86_64.whl", hash = "sha256:69763ab2445f632d90b504a815a2a033f74332997052b721002298ed6de40f2e", size = 35995834 }, + { url = "https://files.pythonhosted.org/packages/50/8d/281f0f9b9376d4b7f146913b26fac0aa2829cd1ee7e997f53a27411bbb92/pyarrow-22.0.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:b41f37cabfe2463232684de44bad753d6be08a7a072f6a83447eeaf0e4d2a215", size = 45030348 }, + { url = "https://files.pythonhosted.org/packages/f5/e5/53c0a1c428f0976bf22f513d79c73000926cb00b9c138d8e02daf2102e18/pyarrow-22.0.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:35ad0f0378c9359b3f297299c3309778bb03b8612f987399a0333a560b43862d", size = 47699480 }, + { url = "https://files.pythonhosted.org/packages/95/e1/9dbe4c465c3365959d183e6345d0a8d1dc5b02ca3f8db4760b3bc834cf25/pyarrow-22.0.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8382ad21458075c2e66a82a29d650f963ce51c7708c7c0ff313a8c206c4fd5e8", size = 48011148 }, + { url = "https://files.pythonhosted.org/packages/c5/b4/7caf5d21930061444c3cf4fa7535c82faf5263e22ce43af7c2759ceb5b8b/pyarrow-22.0.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1a812a5b727bc09c3d7ea072c4eebf657c2f7066155506ba31ebf4792f88f016", size = 50276964 }, + { url = "https://files.pythonhosted.org/packages/ae/f3/cec89bd99fa3abf826f14d4e53d3d11340ce6f6af4d14bdcd54cd83b6576/pyarrow-22.0.0-cp311-cp311-win_amd64.whl", hash = "sha256:ec5d40dd494882704fb876c16fa7261a69791e784ae34e6b5992e977bd2e238c", size = 28106517 }, + { url = "https://files.pythonhosted.org/packages/af/63/ba23862d69652f85b615ca14ad14f3bcfc5bf1b99ef3f0cd04ff93fdad5a/pyarrow-22.0.0-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:bea79263d55c24a32b0d79c00a1c58bb2ee5f0757ed95656b01c0fb310c5af3d", size = 34211578 }, + { url = "https://files.pythonhosted.org/packages/b1/d0/f9ad86fe809efd2bcc8be32032fa72e8b0d112b01ae56a053006376c5930/pyarrow-22.0.0-cp312-cp312-macosx_12_0_x86_64.whl", hash = "sha256:12fe549c9b10ac98c91cf791d2945e878875d95508e1a5d14091a7aaa66d9cf8", size = 35989906 }, + { url = "https://files.pythonhosted.org/packages/b4/a8/f910afcb14630e64d673f15904ec27dd31f1e009b77033c365c84e8c1e1d/pyarrow-22.0.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:334f900ff08ce0423407af97e6c26ad5d4e3b0763645559ece6fbf3747d6a8f5", size = 45021677 }, + { url = "https://files.pythonhosted.org/packages/13/95/aec81f781c75cd10554dc17a25849c720d54feafb6f7847690478dcf5ef8/pyarrow-22.0.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:c6c791b09c57ed76a18b03f2631753a4960eefbbca80f846da8baefc6491fcfe", size = 47726315 }, + { url = "https://files.pythonhosted.org/packages/bb/d4/74ac9f7a54cfde12ee42734ea25d5a3c9a45db78f9def949307a92720d37/pyarrow-22.0.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:c3200cb41cdbc65156e5f8c908d739b0dfed57e890329413da2748d1a2cd1a4e", size = 47990906 }, + { url = "https://files.pythonhosted.org/packages/2e/71/fedf2499bf7a95062eafc989ace56572f3343432570e1c54e6599d5b88da/pyarrow-22.0.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:ac93252226cf288753d8b46280f4edf3433bf9508b6977f8dd8526b521a1bbb9", size = 50306783 }, + { url = "https://files.pythonhosted.org/packages/68/ed/b202abd5a5b78f519722f3d29063dda03c114711093c1995a33b8e2e0f4b/pyarrow-22.0.0-cp312-cp312-win_amd64.whl", hash = "sha256:44729980b6c50a5f2bfcc2668d36c569ce17f8b17bccaf470c4313dcbbf13c9d", size = 27972883 }, + { url = "https://files.pythonhosted.org/packages/a6/d6/d0fac16a2963002fc22c8fa75180a838737203d558f0ed3b564c4a54eef5/pyarrow-22.0.0-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:e6e95176209257803a8b3d0394f21604e796dadb643d2f7ca21b66c9c0b30c9a", size = 34204629 }, + { url = "https://files.pythonhosted.org/packages/c6/9c/1d6357347fbae062ad3f17082f9ebc29cc733321e892c0d2085f42a2212b/pyarrow-22.0.0-cp313-cp313-macosx_12_0_x86_64.whl", hash = "sha256:001ea83a58024818826a9e3f89bf9310a114f7e26dfe404a4c32686f97bd7901", size = 35985783 }, + { url = "https://files.pythonhosted.org/packages/ff/c0/782344c2ce58afbea010150df07e3a2f5fdad299cd631697ae7bd3bac6e3/pyarrow-22.0.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:ce20fe000754f477c8a9125543f1936ea5b8867c5406757c224d745ed033e691", size = 45020999 }, + { url = "https://files.pythonhosted.org/packages/1b/8b/5362443737a5307a7b67c1017c42cd104213189b4970bf607e05faf9c525/pyarrow-22.0.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:e0a15757fccb38c410947df156f9749ae4a3c89b2393741a50521f39a8cf202a", size = 47724601 }, + { url = "https://files.pythonhosted.org/packages/69/4d/76e567a4fc2e190ee6072967cb4672b7d9249ac59ae65af2d7e3047afa3b/pyarrow-22.0.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:cedb9dd9358e4ea1d9bce3665ce0797f6adf97ff142c8e25b46ba9cdd508e9b6", size = 48001050 }, + { url = "https://files.pythonhosted.org/packages/01/5e/5653f0535d2a1aef8223cee9d92944cb6bccfee5cf1cd3f462d7cb022790/pyarrow-22.0.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:252be4a05f9d9185bb8c18e83764ebcfea7185076c07a7a662253af3a8c07941", size = 50307877 }, + { url = "https://files.pythonhosted.org/packages/2d/f8/1d0bd75bf9328a3b826e24a16e5517cd7f9fbf8d34a3184a4566ef5a7f29/pyarrow-22.0.0-cp313-cp313-win_amd64.whl", hash = "sha256:a4893d31e5ef780b6edcaf63122df0f8d321088bb0dee4c8c06eccb1ca28d145", size = 27977099 }, + { url = "https://files.pythonhosted.org/packages/90/81/db56870c997805bf2b0f6eeeb2d68458bf4654652dccdcf1bf7a42d80903/pyarrow-22.0.0-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:f7fe3dbe871294ba70d789be16b6e7e52b418311e166e0e3cba9522f0f437fb1", size = 34336685 }, + { url = "https://files.pythonhosted.org/packages/1c/98/0727947f199aba8a120f47dfc229eeb05df15bcd7a6f1b669e9f882afc58/pyarrow-22.0.0-cp313-cp313t-macosx_12_0_x86_64.whl", hash = "sha256:ba95112d15fd4f1105fb2402c4eab9068f0554435e9b7085924bcfaac2cc306f", size = 36032158 }, + { url = "https://files.pythonhosted.org/packages/96/b4/9babdef9c01720a0785945c7cf550e4acd0ebcd7bdd2e6f0aa7981fa85e2/pyarrow-22.0.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:c064e28361c05d72eed8e744c9605cbd6d2bb7481a511c74071fd9b24bc65d7d", size = 44892060 }, + { url = "https://files.pythonhosted.org/packages/f8/ca/2f8804edd6279f78a37062d813de3f16f29183874447ef6d1aadbb4efa0f/pyarrow-22.0.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:6f9762274496c244d951c819348afbcf212714902742225f649cf02823a6a10f", size = 47504395 }, + { url = "https://files.pythonhosted.org/packages/b9/f0/77aa5198fd3943682b2e4faaf179a674f0edea0d55d326d83cb2277d9363/pyarrow-22.0.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:a9d9ffdc2ab696f6b15b4d1f7cec6658e1d788124418cb30030afbae31c64746", size = 48066216 }, + { url = "https://files.pythonhosted.org/packages/79/87/a1937b6e78b2aff18b706d738c9e46ade5bfcf11b294e39c87706a0089ac/pyarrow-22.0.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:ec1a15968a9d80da01e1d30349b2b0d7cc91e96588ee324ce1b5228175043e95", size = 50288552 }, + { url = "https://files.pythonhosted.org/packages/60/ae/b5a5811e11f25788ccfdaa8f26b6791c9807119dffcf80514505527c384c/pyarrow-22.0.0-cp313-cp313t-win_amd64.whl", hash = "sha256:bba208d9c7decf9961998edf5c65e3ea4355d5818dd6cd0f6809bec1afb951cc", size = 28262504 }, + { url = "https://files.pythonhosted.org/packages/bd/b0/0fa4d28a8edb42b0a7144edd20befd04173ac79819547216f8a9f36f9e50/pyarrow-22.0.0-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:9bddc2cade6561f6820d4cd73f99a0243532ad506bc510a75a5a65a522b2d74d", size = 34224062 }, + { url = "https://files.pythonhosted.org/packages/0f/a8/7a719076b3c1be0acef56a07220c586f25cd24de0e3f3102b438d18ae5df/pyarrow-22.0.0-cp314-cp314-macosx_12_0_x86_64.whl", hash = "sha256:e70ff90c64419709d38c8932ea9fe1cc98415c4f87ea8da81719e43f02534bc9", size = 35990057 }, + { url = "https://files.pythonhosted.org/packages/89/3c/359ed54c93b47fb6fe30ed16cdf50e3f0e8b9ccfb11b86218c3619ae50a8/pyarrow-22.0.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:92843c305330aa94a36e706c16209cd4df274693e777ca47112617db7d0ef3d7", size = 45068002 }, + { url = "https://files.pythonhosted.org/packages/55/fc/4945896cc8638536ee787a3bd6ce7cec8ec9acf452d78ec39ab328efa0a1/pyarrow-22.0.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:6dda1ddac033d27421c20d7a7943eec60be44e0db4e079f33cc5af3b8280ccde", size = 47737765 }, + { url = "https://files.pythonhosted.org/packages/cd/5e/7cb7edeb2abfaa1f79b5d5eb89432356155c8426f75d3753cbcb9592c0fd/pyarrow-22.0.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:84378110dd9a6c06323b41b56e129c504d157d1a983ce8f5443761eb5256bafc", size = 48048139 }, + { url = "https://files.pythonhosted.org/packages/88/c6/546baa7c48185f5e9d6e59277c4b19f30f48c94d9dd938c2a80d4d6b067c/pyarrow-22.0.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:854794239111d2b88b40b6ef92aa478024d1e5074f364033e73e21e3f76b25e0", size = 50314244 }, + { url = "https://files.pythonhosted.org/packages/3c/79/755ff2d145aafec8d347bf18f95e4e81c00127f06d080135dfc86aea417c/pyarrow-22.0.0-cp314-cp314-win_amd64.whl", hash = "sha256:b883fe6fd85adad7932b3271c38ac289c65b7337c2c132e9569f9d3940620730", size = 28757501 }, + { url = "https://files.pythonhosted.org/packages/0e/d2/237d75ac28ced3147912954e3c1a174df43a95f4f88e467809118a8165e0/pyarrow-22.0.0-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:7a820d8ae11facf32585507c11f04e3f38343c1e784c9b5a8b1da5c930547fe2", size = 34355506 }, + { url = "https://files.pythonhosted.org/packages/1e/2c/733dfffe6d3069740f98e57ff81007809067d68626c5faef293434d11bd6/pyarrow-22.0.0-cp314-cp314t-macosx_12_0_x86_64.whl", hash = "sha256:c6ec3675d98915bf1ec8b3c7986422682f7232ea76cad276f4c8abd5b7319b70", size = 36047312 }, + { url = "https://files.pythonhosted.org/packages/7c/2b/29d6e3782dc1f299727462c1543af357a0f2c1d3c160ce199950d9ca51eb/pyarrow-22.0.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:3e739edd001b04f654b166204fc7a9de896cf6007eaff33409ee9e50ceaff754", size = 45081609 }, + { url = "https://files.pythonhosted.org/packages/8d/42/aa9355ecc05997915af1b7b947a7f66c02dcaa927f3203b87871c114ba10/pyarrow-22.0.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:7388ac685cab5b279a41dfe0a6ccd99e4dbf322edfb63e02fc0443bf24134e91", size = 47703663 }, + { url = "https://files.pythonhosted.org/packages/ee/62/45abedde480168e83a1de005b7b7043fd553321c1e8c5a9a114425f64842/pyarrow-22.0.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:f633074f36dbc33d5c05b5dc75371e5660f1dbf9c8b1d95669def05e5425989c", size = 48066543 }, + { url = "https://files.pythonhosted.org/packages/84/e9/7878940a5b072e4f3bf998770acafeae13b267f9893af5f6d4ab3904b67e/pyarrow-22.0.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:4c19236ae2402a8663a2c8f21f1870a03cc57f0bef7e4b6eb3238cc82944de80", size = 50288838 }, + { url = "https://files.pythonhosted.org/packages/7b/03/f335d6c52b4a4761bcc83499789a1e2e16d9d201a58c327a9b5cc9a41bd9/pyarrow-22.0.0-cp314-cp314t-win_amd64.whl", hash = "sha256:0c34fe18094686194f204a3b1787a27456897d8a2d62caf84b61e8dfbc0252ae", size = 29185594 }, ] [[package]] name = "pyasn1" version = "0.6.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ba/e9/01f1a64245b89f039897cb0130016d79f77d52669aae6ee7b159a6c4c018/pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034", size = 145322, upload-time = "2024-09-10T22:41:42.55Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ba/e9/01f1a64245b89f039897cb0130016d79f77d52669aae6ee7b159a6c4c018/pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034", size = 145322 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c8/f1/d6a797abb14f6283c0ddff96bbdd46937f64122b8c925cab503dd37f8214/pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629", size = 83135, upload-time = "2024-09-11T16:00:36.122Z" }, + { url = "https://files.pythonhosted.org/packages/c8/f1/d6a797abb14f6283c0ddff96bbdd46937f64122b8c925cab503dd37f8214/pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629", size = 83135 }, ] [[package]] @@ -4414,18 +4410,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pyasn1", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/e9/e6/78ebbb10a8c8e4b61a59249394a4a594c1a7af95593dc933a349c8d00964/pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6", size = 307892, upload-time = "2025-03-28T02:41:22.17Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e9/e6/78ebbb10a8c8e4b61a59249394a4a594c1a7af95593dc933a349c8d00964/pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6", size = 307892 } wheels = [ - { url = "https://files.pythonhosted.org/packages/47/8d/d529b5d697919ba8c11ad626e835d4039be708a35b0d22de83a269a6682c/pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a", size = 181259, upload-time = "2025-03-28T02:41:19.028Z" }, + { url = "https://files.pythonhosted.org/packages/47/8d/d529b5d697919ba8c11ad626e835d4039be708a35b0d22de83a269a6682c/pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a", size = 181259 }, ] [[package]] name = "pycparser" version = "2.23" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/fe/cf/d2d3b9f5699fb1e4615c8e32ff220203e43b248e1dfcc6736ad9057731ca/pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2", size = 173734, upload-time = "2025-09-09T13:23:47.91Z" } +sdist = { url = "https://files.pythonhosted.org/packages/fe/cf/d2d3b9f5699fb1e4615c8e32ff220203e43b248e1dfcc6736ad9057731ca/pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2", size = 173734 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a0/e3/59cd50310fc9b59512193629e1984c1f95e5c8ae6e5d8c69532ccc65a7fe/pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934", size = 118140, upload-time = "2025-09-09T13:23:46.651Z" }, + { url = "https://files.pythonhosted.org/packages/a0/e3/59cd50310fc9b59512193629e1984c1f95e5c8ae6e5d8c69532ccc65a7fe/pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934", size = 118140 }, ] [[package]] @@ -4438,9 +4434,9 @@ dependencies = [ { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-inspection", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/f3/1e/4f0a3233767010308f2fd6bd0814597e3f63f1dc98304a9112b8759df4ff/pydantic-2.12.3.tar.gz", hash = "sha256:1da1c82b0fc140bb0103bc1441ffe062154c8d38491189751ee00fd8ca65ce74", size = 819383, upload-time = "2025-10-17T15:04:21.222Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f3/1e/4f0a3233767010308f2fd6bd0814597e3f63f1dc98304a9112b8759df4ff/pydantic-2.12.3.tar.gz", hash = "sha256:1da1c82b0fc140bb0103bc1441ffe062154c8d38491189751ee00fd8ca65ce74", size = 819383 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a1/6b/83661fa77dcefa195ad5f8cd9af3d1a7450fd57cc883ad04d65446ac2029/pydantic-2.12.3-py3-none-any.whl", hash = "sha256:6986454a854bc3bc6e5443e1369e06a3a456af9d339eda45510f517d9ea5c6bf", size = 462431, upload-time = "2025-10-17T15:04:19.346Z" }, + { url = "https://files.pythonhosted.org/packages/a1/6b/83661fa77dcefa195ad5f8cd9af3d1a7450fd57cc883ad04d65446ac2029/pydantic-2.12.3-py3-none-any.whl", hash = "sha256:6986454a854bc3bc6e5443e1369e06a3a456af9d339eda45510f517d9ea5c6bf", size = 462431 }, ] [package.optional-dependencies] @@ -4455,9 +4451,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/94/ea/e63d587294c20d3b83e9c312b5d577c9ec28962ee8490839ca9996672849/pydantic_argparse-0.10.0.tar.gz", hash = "sha256:d57eb0a84c8f0af6605376157d3f445cfd786700f2e596ba9d48d15d557185eb", size = 15928, upload-time = "2025-02-09T08:18:30.425Z" } +sdist = { url = "https://files.pythonhosted.org/packages/94/ea/e63d587294c20d3b83e9c312b5d577c9ec28962ee8490839ca9996672849/pydantic_argparse-0.10.0.tar.gz", hash = "sha256:d57eb0a84c8f0af6605376157d3f445cfd786700f2e596ba9d48d15d557185eb", size = 15928 } wheels = [ - { url = "https://files.pythonhosted.org/packages/be/14/9ee71e3a183f76ff93e46b36157d6ddbf29ec2547b7d2c57931cd5d3aecc/pydantic_argparse-0.10.0-py3-none-any.whl", hash = "sha256:e317f001208d77a5600ece6f7ac78d768d8221a7d64a958980705e9630c2e299", size = 25265, upload-time = "2025-02-09T08:18:27.671Z" }, + { url = "https://files.pythonhosted.org/packages/be/14/9ee71e3a183f76ff93e46b36157d6ddbf29ec2547b7d2c57931cd5d3aecc/pydantic_argparse-0.10.0-py3-none-any.whl", hash = "sha256:e317f001208d77a5600ece6f7ac78d768d8221a7d64a958980705e9630c2e299", size = 25265 }, ] [[package]] @@ -4467,111 +4463,103 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/df/18/d0944e8eaaa3efd0a91b0f1fc537d3be55ad35091b6a87638211ba691964/pydantic_core-2.41.4.tar.gz", hash = "sha256:70e47929a9d4a1905a67e4b687d5946026390568a8e952b92824118063cee4d5", size = 457557, upload-time = "2025-10-14T10:23:47.909Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/a7/3d/9b8ca77b0f76fcdbf8bc6b72474e264283f461284ca84ac3fde570c6c49a/pydantic_core-2.41.4-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2442d9a4d38f3411f22eb9dd0912b7cbf4b7d5b6c92c4173b75d3e1ccd84e36e", size = 2111197, upload-time = "2025-10-14T10:19:43.303Z" }, - { url = "https://files.pythonhosted.org/packages/59/92/b7b0fe6ed4781642232755cb7e56a86e2041e1292f16d9ae410a0ccee5ac/pydantic_core-2.41.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:30a9876226dda131a741afeab2702e2d127209bde3c65a2b8133f428bc5d006b", size = 1917909, upload-time = "2025-10-14T10:19:45.194Z" }, - { url = "https://files.pythonhosted.org/packages/52/8c/3eb872009274ffa4fb6a9585114e161aa1a0915af2896e2d441642929fe4/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d55bbac04711e2980645af68b97d445cdbcce70e5216de444a6c4b6943ebcccd", size = 1969905, upload-time = "2025-10-14T10:19:46.567Z" }, - { url = "https://files.pythonhosted.org/packages/f4/21/35adf4a753bcfaea22d925214a0c5b880792e3244731b3f3e6fec0d124f7/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e1d778fb7849a42d0ee5927ab0f7453bf9f85eef8887a546ec87db5ddb178945", size = 2051938, upload-time = "2025-10-14T10:19:48.237Z" }, - { url = "https://files.pythonhosted.org/packages/7d/d0/cdf7d126825e36d6e3f1eccf257da8954452934ede275a8f390eac775e89/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1b65077a4693a98b90ec5ad8f203ad65802a1b9b6d4a7e48066925a7e1606706", size = 2250710, upload-time = "2025-10-14T10:19:49.619Z" }, - { url = "https://files.pythonhosted.org/packages/2e/1c/af1e6fd5ea596327308f9c8d1654e1285cc3d8de0d584a3c9d7705bf8a7c/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:62637c769dee16eddb7686bf421be48dfc2fae93832c25e25bc7242e698361ba", size = 2367445, upload-time = "2025-10-14T10:19:51.269Z" }, - { url = "https://files.pythonhosted.org/packages/d3/81/8cece29a6ef1b3a92f956ea6da6250d5b2d2e7e4d513dd3b4f0c7a83dfea/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2dfe3aa529c8f501babf6e502936b9e8d4698502b2cfab41e17a028d91b1ac7b", size = 2072875, upload-time = "2025-10-14T10:19:52.671Z" }, - { url = "https://files.pythonhosted.org/packages/e3/37/a6a579f5fc2cd4d5521284a0ab6a426cc6463a7b3897aeb95b12f1ba607b/pydantic_core-2.41.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ca2322da745bf2eeb581fc9ea3bbb31147702163ccbcbf12a3bb630e4bf05e1d", size = 2191329, upload-time = "2025-10-14T10:19:54.214Z" }, - { url = "https://files.pythonhosted.org/packages/ae/03/505020dc5c54ec75ecba9f41119fd1e48f9e41e4629942494c4a8734ded1/pydantic_core-2.41.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e8cd3577c796be7231dcf80badcf2e0835a46665eaafd8ace124d886bab4d700", size = 2151658, upload-time = "2025-10-14T10:19:55.843Z" }, - { url = "https://files.pythonhosted.org/packages/cb/5d/2c0d09fb53aa03bbd2a214d89ebfa6304be7df9ed86ee3dc7770257f41ee/pydantic_core-2.41.4-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:1cae8851e174c83633f0833e90636832857297900133705ee158cf79d40f03e6", size = 2316777, upload-time = "2025-10-14T10:19:57.607Z" }, - { url = "https://files.pythonhosted.org/packages/ea/4b/c2c9c8f5e1f9c864b57d08539d9d3db160e00491c9f5ee90e1bfd905e644/pydantic_core-2.41.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a26d950449aae348afe1ac8be5525a00ae4235309b729ad4d3399623125b43c9", size = 2320705, upload-time = "2025-10-14T10:19:59.016Z" }, - { url = "https://files.pythonhosted.org/packages/28/c3/a74c1c37f49c0a02c89c7340fafc0ba816b29bd495d1a31ce1bdeacc6085/pydantic_core-2.41.4-cp310-cp310-win32.whl", hash = "sha256:0cf2a1f599efe57fa0051312774280ee0f650e11152325e41dfd3018ef2c1b57", size = 1975464, upload-time = "2025-10-14T10:20:00.581Z" }, - { url = "https://files.pythonhosted.org/packages/d6/23/5dd5c1324ba80303368f7569e2e2e1a721c7d9eb16acb7eb7b7f85cb1be2/pydantic_core-2.41.4-cp310-cp310-win_amd64.whl", hash = "sha256:a8c2e340d7e454dc3340d3d2e8f23558ebe78c98aa8f68851b04dcb7bc37abdc", size = 2024497, upload-time = "2025-10-14T10:20:03.018Z" }, - { url = "https://files.pythonhosted.org/packages/62/4c/f6cbfa1e8efacd00b846764e8484fe173d25b8dab881e277a619177f3384/pydantic_core-2.41.4-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:28ff11666443a1a8cf2a044d6a545ebffa8382b5f7973f22c36109205e65dc80", size = 2109062, upload-time = "2025-10-14T10:20:04.486Z" }, - { url = "https://files.pythonhosted.org/packages/21/f8/40b72d3868896bfcd410e1bd7e516e762d326201c48e5b4a06446f6cf9e8/pydantic_core-2.41.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:61760c3925d4633290292bad462e0f737b840508b4f722247d8729684f6539ae", size = 1916301, upload-time = "2025-10-14T10:20:06.857Z" }, - { url = "https://files.pythonhosted.org/packages/94/4d/d203dce8bee7faeca791671c88519969d98d3b4e8f225da5b96dad226fc8/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eae547b7315d055b0de2ec3965643b0ab82ad0106a7ffd29615ee9f266a02827", size = 1968728, upload-time = "2025-10-14T10:20:08.353Z" }, - { url = "https://files.pythonhosted.org/packages/65/f5/6a66187775df87c24d526985b3a5d78d861580ca466fbd9d4d0e792fcf6c/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ef9ee5471edd58d1fcce1c80ffc8783a650e3e3a193fe90d52e43bb4d87bff1f", size = 2050238, upload-time = "2025-10-14T10:20:09.766Z" }, - { url = "https://files.pythonhosted.org/packages/5e/b9/78336345de97298cf53236b2f271912ce11f32c1e59de25a374ce12f9cce/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:15dd504af121caaf2c95cb90c0ebf71603c53de98305621b94da0f967e572def", size = 2249424, upload-time = "2025-10-14T10:20:11.732Z" }, - { url = "https://files.pythonhosted.org/packages/99/bb/a4584888b70ee594c3d374a71af5075a68654d6c780369df269118af7402/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3a926768ea49a8af4d36abd6a8968b8790f7f76dd7cbd5a4c180db2b4ac9a3a2", size = 2366047, upload-time = "2025-10-14T10:20:13.647Z" }, - { url = "https://files.pythonhosted.org/packages/5f/8d/17fc5de9d6418e4d2ae8c675f905cdafdc59d3bf3bf9c946b7ab796a992a/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6916b9b7d134bff5440098a4deb80e4cb623e68974a87883299de9124126c2a8", size = 2071163, upload-time = "2025-10-14T10:20:15.307Z" }, - { url = "https://files.pythonhosted.org/packages/54/e7/03d2c5c0b8ed37a4617430db68ec5e7dbba66358b629cd69e11b4d564367/pydantic_core-2.41.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5cf90535979089df02e6f17ffd076f07237efa55b7343d98760bde8743c4b265", size = 2190585, upload-time = "2025-10-14T10:20:17.3Z" }, - { url = "https://files.pythonhosted.org/packages/be/fc/15d1c9fe5ad9266a5897d9b932b7f53d7e5cfc800573917a2c5d6eea56ec/pydantic_core-2.41.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:7533c76fa647fade2d7ec75ac5cc079ab3f34879626dae5689b27790a6cf5a5c", size = 2150109, upload-time = "2025-10-14T10:20:19.143Z" }, - { url = "https://files.pythonhosted.org/packages/26/ef/e735dd008808226c83ba56972566138665b71477ad580fa5a21f0851df48/pydantic_core-2.41.4-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:37e516bca9264cbf29612539801ca3cd5d1be465f940417b002905e6ed79d38a", size = 2315078, upload-time = "2025-10-14T10:20:20.742Z" }, - { url = "https://files.pythonhosted.org/packages/90/00/806efdcf35ff2ac0f938362350cd9827b8afb116cc814b6b75cf23738c7c/pydantic_core-2.41.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0c19cb355224037c83642429b8ce261ae108e1c5fbf5c028bac63c77b0f8646e", size = 2318737, upload-time = "2025-10-14T10:20:22.306Z" }, - { url = "https://files.pythonhosted.org/packages/41/7e/6ac90673fe6cb36621a2283552897838c020db343fa86e513d3f563b196f/pydantic_core-2.41.4-cp311-cp311-win32.whl", hash = "sha256:09c2a60e55b357284b5f31f5ab275ba9f7f70b7525e18a132ec1f9160b4f1f03", size = 1974160, upload-time = "2025-10-14T10:20:23.817Z" }, - { url = "https://files.pythonhosted.org/packages/e0/9d/7c5e24ee585c1f8b6356e1d11d40ab807ffde44d2db3b7dfd6d20b09720e/pydantic_core-2.41.4-cp311-cp311-win_amd64.whl", hash = "sha256:711156b6afb5cb1cb7c14a2cc2c4a8b4c717b69046f13c6b332d8a0a8f41ca3e", size = 2021883, upload-time = "2025-10-14T10:20:25.48Z" }, - { url = "https://files.pythonhosted.org/packages/33/90/5c172357460fc28b2871eb4a0fb3843b136b429c6fa827e4b588877bf115/pydantic_core-2.41.4-cp311-cp311-win_arm64.whl", hash = "sha256:6cb9cf7e761f4f8a8589a45e49ed3c0d92d1d696a45a6feaee8c904b26efc2db", size = 1968026, upload-time = "2025-10-14T10:20:27.039Z" }, - { url = "https://files.pythonhosted.org/packages/e9/81/d3b3e95929c4369d30b2a66a91db63c8ed0a98381ae55a45da2cd1cc1288/pydantic_core-2.41.4-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:ab06d77e053d660a6faaf04894446df7b0a7e7aba70c2797465a0a1af00fc887", size = 2099043, upload-time = "2025-10-14T10:20:28.561Z" }, - { url = "https://files.pythonhosted.org/packages/58/da/46fdac49e6717e3a94fc9201403e08d9d61aa7a770fab6190b8740749047/pydantic_core-2.41.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c53ff33e603a9c1179a9364b0a24694f183717b2e0da2b5ad43c316c956901b2", size = 1910699, upload-time = "2025-10-14T10:20:30.217Z" }, - { url = "https://files.pythonhosted.org/packages/1e/63/4d948f1b9dd8e991a5a98b77dd66c74641f5f2e5225fee37994b2e07d391/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:304c54176af2c143bd181d82e77c15c41cbacea8872a2225dd37e6544dce9999", size = 1952121, upload-time = "2025-10-14T10:20:32.246Z" }, - { url = "https://files.pythonhosted.org/packages/b2/a7/e5fc60a6f781fc634ecaa9ecc3c20171d238794cef69ae0af79ac11b89d7/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:025ba34a4cf4fb32f917d5d188ab5e702223d3ba603be4d8aca2f82bede432a4", size = 2041590, upload-time = "2025-10-14T10:20:34.332Z" }, - { url = "https://files.pythonhosted.org/packages/70/69/dce747b1d21d59e85af433428978a1893c6f8a7068fa2bb4a927fba7a5ff/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b9f5f30c402ed58f90c70e12eff65547d3ab74685ffe8283c719e6bead8ef53f", size = 2219869, upload-time = "2025-10-14T10:20:35.965Z" }, - { url = "https://files.pythonhosted.org/packages/83/6a/c070e30e295403bf29c4df1cb781317b6a9bac7cd07b8d3acc94d501a63c/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dd96e5d15385d301733113bcaa324c8bcf111275b7675a9c6e88bfb19fc05e3b", size = 2345169, upload-time = "2025-10-14T10:20:37.627Z" }, - { url = "https://files.pythonhosted.org/packages/f0/83/06d001f8043c336baea7fd202a9ac7ad71f87e1c55d8112c50b745c40324/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98f348cbb44fae6e9653c1055db7e29de67ea6a9ca03a5fa2c2e11a47cff0e47", size = 2070165, upload-time = "2025-10-14T10:20:39.246Z" }, - { url = "https://files.pythonhosted.org/packages/14/0a/e567c2883588dd12bcbc110232d892cf385356f7c8a9910311ac997ab715/pydantic_core-2.41.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ec22626a2d14620a83ca583c6f5a4080fa3155282718b6055c2ea48d3ef35970", size = 2189067, upload-time = "2025-10-14T10:20:41.015Z" }, - { url = "https://files.pythonhosted.org/packages/f4/1d/3d9fca34273ba03c9b1c5289f7618bc4bd09c3ad2289b5420481aa051a99/pydantic_core-2.41.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:3a95d4590b1f1a43bf33ca6d647b990a88f4a3824a8c4572c708f0b45a5290ed", size = 2132997, upload-time = "2025-10-14T10:20:43.106Z" }, - { url = "https://files.pythonhosted.org/packages/52/70/d702ef7a6cd41a8afc61f3554922b3ed8d19dd54c3bd4bdbfe332e610827/pydantic_core-2.41.4-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:f9672ab4d398e1b602feadcffcdd3af44d5f5e6ddc15bc7d15d376d47e8e19f8", size = 2307187, upload-time = "2025-10-14T10:20:44.849Z" }, - { url = "https://files.pythonhosted.org/packages/68/4c/c06be6e27545d08b802127914156f38d10ca287a9e8489342793de8aae3c/pydantic_core-2.41.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:84d8854db5f55fead3b579f04bda9a36461dab0730c5d570e1526483e7bb8431", size = 2305204, upload-time = "2025-10-14T10:20:46.781Z" }, - { url = "https://files.pythonhosted.org/packages/b0/e5/35ae4919bcd9f18603419e23c5eaf32750224a89d41a8df1a3704b69f77e/pydantic_core-2.41.4-cp312-cp312-win32.whl", hash = "sha256:9be1c01adb2ecc4e464392c36d17f97e9110fbbc906bcbe1c943b5b87a74aabd", size = 1972536, upload-time = "2025-10-14T10:20:48.39Z" }, - { url = "https://files.pythonhosted.org/packages/1e/c2/49c5bb6d2a49eb2ee3647a93e3dae7080c6409a8a7558b075027644e879c/pydantic_core-2.41.4-cp312-cp312-win_amd64.whl", hash = "sha256:d682cf1d22bab22a5be08539dca3d1593488a99998f9f412137bc323179067ff", size = 2031132, upload-time = "2025-10-14T10:20:50.421Z" }, - { url = "https://files.pythonhosted.org/packages/06/23/936343dbcba6eec93f73e95eb346810fc732f71ba27967b287b66f7b7097/pydantic_core-2.41.4-cp312-cp312-win_arm64.whl", hash = "sha256:833eebfd75a26d17470b58768c1834dfc90141b7afc6eb0429c21fc5a21dcfb8", size = 1969483, upload-time = "2025-10-14T10:20:52.35Z" }, - { url = "https://files.pythonhosted.org/packages/13/d0/c20adabd181a029a970738dfe23710b52a31f1258f591874fcdec7359845/pydantic_core-2.41.4-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:85e050ad9e5f6fe1004eec65c914332e52f429bc0ae12d6fa2092407a462c746", size = 2105688, upload-time = "2025-10-14T10:20:54.448Z" }, - { url = "https://files.pythonhosted.org/packages/00/b6/0ce5c03cec5ae94cca220dfecddc453c077d71363b98a4bbdb3c0b22c783/pydantic_core-2.41.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e7393f1d64792763a48924ba31d1e44c2cfbc05e3b1c2c9abb4ceeadd912cced", size = 1910807, upload-time = "2025-10-14T10:20:56.115Z" }, - { url = "https://files.pythonhosted.org/packages/68/3e/800d3d02c8beb0b5c069c870cbb83799d085debf43499c897bb4b4aaff0d/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94dab0940b0d1fb28bcab847adf887c66a27a40291eedf0b473be58761c9799a", size = 1956669, upload-time = "2025-10-14T10:20:57.874Z" }, - { url = "https://files.pythonhosted.org/packages/60/a4/24271cc71a17f64589be49ab8bd0751f6a0a03046c690df60989f2f95c2c/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:de7c42f897e689ee6f9e93c4bec72b99ae3b32a2ade1c7e4798e690ff5246e02", size = 2051629, upload-time = "2025-10-14T10:21:00.006Z" }, - { url = "https://files.pythonhosted.org/packages/68/de/45af3ca2f175d91b96bfb62e1f2d2f1f9f3b14a734afe0bfeff079f78181/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:664b3199193262277b8b3cd1e754fb07f2c6023289c815a1e1e8fb415cb247b1", size = 2224049, upload-time = "2025-10-14T10:21:01.801Z" }, - { url = "https://files.pythonhosted.org/packages/af/8f/ae4e1ff84672bf869d0a77af24fd78387850e9497753c432875066b5d622/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d95b253b88f7d308b1c0b417c4624f44553ba4762816f94e6986819b9c273fb2", size = 2342409, upload-time = "2025-10-14T10:21:03.556Z" }, - { url = "https://files.pythonhosted.org/packages/18/62/273dd70b0026a085c7b74b000394e1ef95719ea579c76ea2f0cc8893736d/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a1351f5bbdbbabc689727cb91649a00cb9ee7203e0a6e54e9f5ba9e22e384b84", size = 2069635, upload-time = "2025-10-14T10:21:05.385Z" }, - { url = "https://files.pythonhosted.org/packages/30/03/cf485fff699b4cdaea469bc481719d3e49f023241b4abb656f8d422189fc/pydantic_core-2.41.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1affa4798520b148d7182da0615d648e752de4ab1a9566b7471bc803d88a062d", size = 2194284, upload-time = "2025-10-14T10:21:07.122Z" }, - { url = "https://files.pythonhosted.org/packages/f9/7e/c8e713db32405dfd97211f2fc0a15d6bf8adb7640f3d18544c1f39526619/pydantic_core-2.41.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:7b74e18052fea4aa8dea2fb7dbc23d15439695da6cbe6cfc1b694af1115df09d", size = 2137566, upload-time = "2025-10-14T10:21:08.981Z" }, - { url = "https://files.pythonhosted.org/packages/04/f7/db71fd4cdccc8b75990f79ccafbbd66757e19f6d5ee724a6252414483fb4/pydantic_core-2.41.4-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:285b643d75c0e30abda9dc1077395624f314a37e3c09ca402d4015ef5979f1a2", size = 2316809, upload-time = "2025-10-14T10:21:10.805Z" }, - { url = "https://files.pythonhosted.org/packages/76/63/a54973ddb945f1bca56742b48b144d85c9fc22f819ddeb9f861c249d5464/pydantic_core-2.41.4-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:f52679ff4218d713b3b33f88c89ccbf3a5c2c12ba665fb80ccc4192b4608dbab", size = 2311119, upload-time = "2025-10-14T10:21:12.583Z" }, - { url = "https://files.pythonhosted.org/packages/f8/03/5d12891e93c19218af74843a27e32b94922195ded2386f7b55382f904d2f/pydantic_core-2.41.4-cp313-cp313-win32.whl", hash = "sha256:ecde6dedd6fff127c273c76821bb754d793be1024bc33314a120f83a3c69460c", size = 1981398, upload-time = "2025-10-14T10:21:14.584Z" }, - { url = "https://files.pythonhosted.org/packages/be/d8/fd0de71f39db91135b7a26996160de71c073d8635edfce8b3c3681be0d6d/pydantic_core-2.41.4-cp313-cp313-win_amd64.whl", hash = "sha256:d081a1f3800f05409ed868ebb2d74ac39dd0c1ff6c035b5162356d76030736d4", size = 2030735, upload-time = "2025-10-14T10:21:16.432Z" }, - { url = "https://files.pythonhosted.org/packages/72/86/c99921c1cf6650023c08bfab6fe2d7057a5142628ef7ccfa9921f2dda1d5/pydantic_core-2.41.4-cp313-cp313-win_arm64.whl", hash = "sha256:f8e49c9c364a7edcbe2a310f12733aad95b022495ef2a8d653f645e5d20c1564", size = 1973209, upload-time = "2025-10-14T10:21:18.213Z" }, - { url = "https://files.pythonhosted.org/packages/36/0d/b5706cacb70a8414396efdda3d72ae0542e050b591119e458e2490baf035/pydantic_core-2.41.4-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:ed97fd56a561f5eb5706cebe94f1ad7c13b84d98312a05546f2ad036bafe87f4", size = 1877324, upload-time = "2025-10-14T10:21:20.363Z" }, - { url = "https://files.pythonhosted.org/packages/de/2d/cba1fa02cfdea72dfb3a9babb067c83b9dff0bbcb198368e000a6b756ea7/pydantic_core-2.41.4-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a870c307bf1ee91fc58a9a61338ff780d01bfae45922624816878dce784095d2", size = 1884515, upload-time = "2025-10-14T10:21:22.339Z" }, - { url = "https://files.pythonhosted.org/packages/07/ea/3df927c4384ed9b503c9cc2d076cf983b4f2adb0c754578dfb1245c51e46/pydantic_core-2.41.4-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d25e97bc1f5f8f7985bdc2335ef9e73843bb561eb1fa6831fdfc295c1c2061cf", size = 2042819, upload-time = "2025-10-14T10:21:26.683Z" }, - { url = "https://files.pythonhosted.org/packages/6a/ee/df8e871f07074250270a3b1b82aad4cd0026b588acd5d7d3eb2fcb1471a3/pydantic_core-2.41.4-cp313-cp313t-win_amd64.whl", hash = "sha256:d405d14bea042f166512add3091c1af40437c2e7f86988f3915fabd27b1e9cd2", size = 1995866, upload-time = "2025-10-14T10:21:28.951Z" }, - { url = "https://files.pythonhosted.org/packages/fc/de/b20f4ab954d6d399499c33ec4fafc46d9551e11dc1858fb7f5dca0748ceb/pydantic_core-2.41.4-cp313-cp313t-win_arm64.whl", hash = "sha256:19f3684868309db5263a11bace3c45d93f6f24afa2ffe75a647583df22a2ff89", size = 1970034, upload-time = "2025-10-14T10:21:30.869Z" }, - { url = "https://files.pythonhosted.org/packages/54/28/d3325da57d413b9819365546eb9a6e8b7cbd9373d9380efd5f74326143e6/pydantic_core-2.41.4-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:e9205d97ed08a82ebb9a307e92914bb30e18cdf6f6b12ca4bedadb1588a0bfe1", size = 2102022, upload-time = "2025-10-14T10:21:32.809Z" }, - { url = "https://files.pythonhosted.org/packages/9e/24/b58a1bc0d834bf1acc4361e61233ee217169a42efbdc15a60296e13ce438/pydantic_core-2.41.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:82df1f432b37d832709fbcc0e24394bba04a01b6ecf1ee87578145c19cde12ac", size = 1905495, upload-time = "2025-10-14T10:21:34.812Z" }, - { url = "https://files.pythonhosted.org/packages/fb/a4/71f759cc41b7043e8ecdaab81b985a9b6cad7cec077e0b92cff8b71ecf6b/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc3b4cc4539e055cfa39a3763c939f9d409eb40e85813257dcd761985a108554", size = 1956131, upload-time = "2025-10-14T10:21:36.924Z" }, - { url = "https://files.pythonhosted.org/packages/b0/64/1e79ac7aa51f1eec7c4cda8cbe456d5d09f05fdd68b32776d72168d54275/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b1eb1754fce47c63d2ff57fdb88c351a6c0150995890088b33767a10218eaa4e", size = 2052236, upload-time = "2025-10-14T10:21:38.927Z" }, - { url = "https://files.pythonhosted.org/packages/e9/e3/a3ffc363bd4287b80f1d43dc1c28ba64831f8dfc237d6fec8f2661138d48/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e6ab5ab30ef325b443f379ddb575a34969c333004fca5a1daa0133a6ffaad616", size = 2223573, upload-time = "2025-10-14T10:21:41.574Z" }, - { url = "https://files.pythonhosted.org/packages/28/27/78814089b4d2e684a9088ede3790763c64693c3d1408ddc0a248bc789126/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:31a41030b1d9ca497634092b46481b937ff9397a86f9f51bd41c4767b6fc04af", size = 2342467, upload-time = "2025-10-14T10:21:44.018Z" }, - { url = "https://files.pythonhosted.org/packages/92/97/4de0e2a1159cb85ad737e03306717637842c88c7fd6d97973172fb183149/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a44ac1738591472c3d020f61c6df1e4015180d6262ebd39bf2aeb52571b60f12", size = 2063754, upload-time = "2025-10-14T10:21:46.466Z" }, - { url = "https://files.pythonhosted.org/packages/0f/50/8cb90ce4b9efcf7ae78130afeb99fd1c86125ccdf9906ef64b9d42f37c25/pydantic_core-2.41.4-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d72f2b5e6e82ab8f94ea7d0d42f83c487dc159c5240d8f83beae684472864e2d", size = 2196754, upload-time = "2025-10-14T10:21:48.486Z" }, - { url = "https://files.pythonhosted.org/packages/34/3b/ccdc77af9cd5082723574a1cc1bcae7a6acacc829d7c0a06201f7886a109/pydantic_core-2.41.4-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:c4d1e854aaf044487d31143f541f7aafe7b482ae72a022c664b2de2e466ed0ad", size = 2137115, upload-time = "2025-10-14T10:21:50.63Z" }, - { url = "https://files.pythonhosted.org/packages/ca/ba/e7c7a02651a8f7c52dc2cff2b64a30c313e3b57c7d93703cecea76c09b71/pydantic_core-2.41.4-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:b568af94267729d76e6ee5ececda4e283d07bbb28e8148bb17adad93d025d25a", size = 2317400, upload-time = "2025-10-14T10:21:52.959Z" }, - { url = "https://files.pythonhosted.org/packages/2c/ba/6c533a4ee8aec6b812c643c49bb3bd88d3f01e3cebe451bb85512d37f00f/pydantic_core-2.41.4-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:6d55fb8b1e8929b341cc313a81a26e0d48aa3b519c1dbaadec3a6a2b4fcad025", size = 2312070, upload-time = "2025-10-14T10:21:55.419Z" }, - { url = "https://files.pythonhosted.org/packages/22/ae/f10524fcc0ab8d7f96cf9a74c880243576fd3e72bd8ce4f81e43d22bcab7/pydantic_core-2.41.4-cp314-cp314-win32.whl", hash = "sha256:5b66584e549e2e32a1398df11da2e0a7eff45d5c2d9db9d5667c5e6ac764d77e", size = 1982277, upload-time = "2025-10-14T10:21:57.474Z" }, - { url = "https://files.pythonhosted.org/packages/b4/dc/e5aa27aea1ad4638f0c3fb41132f7eb583bd7420ee63204e2d4333a3bbf9/pydantic_core-2.41.4-cp314-cp314-win_amd64.whl", hash = "sha256:557a0aab88664cc552285316809cab897716a372afaf8efdbef756f8b890e894", size = 2024608, upload-time = "2025-10-14T10:21:59.557Z" }, - { url = "https://files.pythonhosted.org/packages/3e/61/51d89cc2612bd147198e120a13f150afbf0bcb4615cddb049ab10b81b79e/pydantic_core-2.41.4-cp314-cp314-win_arm64.whl", hash = "sha256:3f1ea6f48a045745d0d9f325989d8abd3f1eaf47dd00485912d1a3a63c623a8d", size = 1967614, upload-time = "2025-10-14T10:22:01.847Z" }, - { url = "https://files.pythonhosted.org/packages/0d/c2/472f2e31b95eff099961fa050c376ab7156a81da194f9edb9f710f68787b/pydantic_core-2.41.4-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6c1fe4c5404c448b13188dd8bd2ebc2bdd7e6727fa61ff481bcc2cca894018da", size = 1876904, upload-time = "2025-10-14T10:22:04.062Z" }, - { url = "https://files.pythonhosted.org/packages/4a/07/ea8eeb91173807ecdae4f4a5f4b150a520085b35454350fc219ba79e66a3/pydantic_core-2.41.4-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:523e7da4d43b113bf8e7b49fa4ec0c35bf4fe66b2230bfc5c13cc498f12c6c3e", size = 1882538, upload-time = "2025-10-14T10:22:06.39Z" }, - { url = "https://files.pythonhosted.org/packages/1e/29/b53a9ca6cd366bfc928823679c6a76c7a4c69f8201c0ba7903ad18ebae2f/pydantic_core-2.41.4-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5729225de81fb65b70fdb1907fcf08c75d498f4a6f15af005aabb1fdadc19dfa", size = 2041183, upload-time = "2025-10-14T10:22:08.812Z" }, - { url = "https://files.pythonhosted.org/packages/c7/3d/f8c1a371ceebcaf94d6dd2d77c6cf4b1c078e13a5837aee83f760b4f7cfd/pydantic_core-2.41.4-cp314-cp314t-win_amd64.whl", hash = "sha256:de2cfbb09e88f0f795fd90cf955858fc2c691df65b1f21f0aa00b99f3fbc661d", size = 1993542, upload-time = "2025-10-14T10:22:11.332Z" }, - { url = "https://files.pythonhosted.org/packages/8a/ac/9fc61b4f9d079482a290afe8d206b8f490e9fd32d4fc03ed4fc698214e01/pydantic_core-2.41.4-cp314-cp314t-win_arm64.whl", hash = "sha256:d34f950ae05a83e0ede899c595f312ca976023ea1db100cd5aa188f7005e3ab0", size = 1973897, upload-time = "2025-10-14T10:22:13.444Z" }, - { url = "https://files.pythonhosted.org/packages/b0/12/5ba58daa7f453454464f92b3ca7b9d7c657d8641c48e370c3ebc9a82dd78/pydantic_core-2.41.4-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl", hash = "sha256:a1b2cfec3879afb742a7b0bcfa53e4f22ba96571c9e54d6a3afe1052d17d843b", size = 2122139, upload-time = "2025-10-14T10:22:47.288Z" }, - { url = "https://files.pythonhosted.org/packages/21/fb/6860126a77725c3108baecd10fd3d75fec25191d6381b6eb2ac660228eac/pydantic_core-2.41.4-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl", hash = "sha256:d175600d975b7c244af6eb9c9041f10059f20b8bbffec9e33fdd5ee3f67cdc42", size = 1936674, upload-time = "2025-10-14T10:22:49.555Z" }, - { url = "https://files.pythonhosted.org/packages/de/be/57dcaa3ed595d81f8757e2b44a38240ac5d37628bce25fb20d02c7018776/pydantic_core-2.41.4-graalpy311-graalpy242_311_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0f184d657fa4947ae5ec9c47bd7e917730fa1cbb78195037e32dcbab50aca5ee", size = 1956398, upload-time = "2025-10-14T10:22:52.19Z" }, - { url = "https://files.pythonhosted.org/packages/2f/1d/679a344fadb9695f1a6a294d739fbd21d71fa023286daeea8c0ed49e7c2b/pydantic_core-2.41.4-graalpy311-graalpy242_311_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1ed810568aeffed3edc78910af32af911c835cc39ebbfacd1f0ab5dd53028e5c", size = 2138674, upload-time = "2025-10-14T10:22:54.499Z" }, - { url = "https://files.pythonhosted.org/packages/c4/48/ae937e5a831b7c0dc646b2ef788c27cd003894882415300ed21927c21efa/pydantic_core-2.41.4-graalpy312-graalpy250_312_native-macosx_10_12_x86_64.whl", hash = "sha256:4f5d640aeebb438517150fdeec097739614421900e4a08db4a3ef38898798537", size = 2112087, upload-time = "2025-10-14T10:22:56.818Z" }, - { url = "https://files.pythonhosted.org/packages/5e/db/6db8073e3d32dae017da7e0d16a9ecb897d0a4d92e00634916e486097961/pydantic_core-2.41.4-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:4a9ab037b71927babc6d9e7fc01aea9e66dc2a4a34dff06ef0724a4049629f94", size = 1920387, upload-time = "2025-10-14T10:22:59.342Z" }, - { url = "https://files.pythonhosted.org/packages/0d/c1/dd3542d072fcc336030d66834872f0328727e3b8de289c662faa04aa270e/pydantic_core-2.41.4-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e4dab9484ec605c3016df9ad4fd4f9a390bc5d816a3b10c6550f8424bb80b18c", size = 1951495, upload-time = "2025-10-14T10:23:02.089Z" }, - { url = "https://files.pythonhosted.org/packages/2b/c6/db8d13a1f8ab3f1eb08c88bd00fd62d44311e3456d1e85c0e59e0a0376e7/pydantic_core-2.41.4-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bd8a5028425820731d8c6c098ab642d7b8b999758e24acae03ed38a66eca8335", size = 2139008, upload-time = "2025-10-14T10:23:04.539Z" }, - { url = "https://files.pythonhosted.org/packages/5d/d4/912e976a2dd0b49f31c98a060ca90b353f3b73ee3ea2fd0030412f6ac5ec/pydantic_core-2.41.4-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:1e5ab4fc177dd41536b3c32b2ea11380dd3d4619a385860621478ac2d25ceb00", size = 2106739, upload-time = "2025-10-14T10:23:06.934Z" }, - { url = "https://files.pythonhosted.org/packages/71/f0/66ec5a626c81eba326072d6ee2b127f8c139543f1bf609b4842978d37833/pydantic_core-2.41.4-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:3d88d0054d3fa11ce936184896bed3c1c5441d6fa483b498fac6a5d0dd6f64a9", size = 1932549, upload-time = "2025-10-14T10:23:09.24Z" }, - { url = "https://files.pythonhosted.org/packages/c4/af/625626278ca801ea0a658c2dcf290dc9f21bb383098e99e7c6a029fccfc0/pydantic_core-2.41.4-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7b2a054a8725f05b4b6503357e0ac1c4e8234ad3b0c2ac130d6ffc66f0e170e2", size = 2135093, upload-time = "2025-10-14T10:23:11.626Z" }, - { url = "https://files.pythonhosted.org/packages/20/f6/2fba049f54e0f4975fef66be654c597a1d005320fa141863699180c7697d/pydantic_core-2.41.4-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b0d9db5a161c99375a0c68c058e227bee1d89303300802601d76a3d01f74e258", size = 2187971, upload-time = "2025-10-14T10:23:14.437Z" }, - { url = "https://files.pythonhosted.org/packages/0e/80/65ab839a2dfcd3b949202f9d920c34f9de5a537c3646662bdf2f7d999680/pydantic_core-2.41.4-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:6273ea2c8ffdac7b7fda2653c49682db815aebf4a89243a6feccf5e36c18c347", size = 2147939, upload-time = "2025-10-14T10:23:16.831Z" }, - { url = "https://files.pythonhosted.org/packages/44/58/627565d3d182ce6dfda18b8e1c841eede3629d59c9d7cbc1e12a03aeb328/pydantic_core-2.41.4-pp310-pypy310_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:4c973add636efc61de22530b2ef83a65f39b6d6f656df97f678720e20de26caa", size = 2311400, upload-time = "2025-10-14T10:23:19.234Z" }, - { url = "https://files.pythonhosted.org/packages/24/06/8a84711162ad5a5f19a88cead37cca81b4b1f294f46260ef7334ae4f24d3/pydantic_core-2.41.4-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:b69d1973354758007f46cf2d44a4f3d0933f10b6dc9bf15cf1356e037f6f731a", size = 2316840, upload-time = "2025-10-14T10:23:21.738Z" }, - { url = "https://files.pythonhosted.org/packages/aa/8b/b7bb512a4682a2f7fbfae152a755d37351743900226d29bd953aaf870eaa/pydantic_core-2.41.4-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:3619320641fd212aaf5997b6ca505e97540b7e16418f4a241f44cdf108ffb50d", size = 2149135, upload-time = "2025-10-14T10:23:24.379Z" }, - { url = "https://files.pythonhosted.org/packages/7e/7d/138e902ed6399b866f7cfe4435d22445e16fff888a1c00560d9dc79a780f/pydantic_core-2.41.4-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:491535d45cd7ad7e4a2af4a5169b0d07bebf1adfd164b0368da8aa41e19907a5", size = 2104721, upload-time = "2025-10-14T10:23:26.906Z" }, - { url = "https://files.pythonhosted.org/packages/47/13/0525623cf94627f7b53b4c2034c81edc8491cbfc7c28d5447fa318791479/pydantic_core-2.41.4-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:54d86c0cada6aba4ec4c047d0e348cbad7063b87ae0f005d9f8c9ad04d4a92a2", size = 1931608, upload-time = "2025-10-14T10:23:29.306Z" }, - { url = "https://files.pythonhosted.org/packages/d6/f9/744bc98137d6ef0a233f808bfc9b18cf94624bf30836a18d3b05d08bf418/pydantic_core-2.41.4-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eca1124aced216b2500dc2609eade086d718e8249cb9696660ab447d50a758bd", size = 2132986, upload-time = "2025-10-14T10:23:32.057Z" }, - { url = "https://files.pythonhosted.org/packages/17/c8/629e88920171173f6049386cc71f893dff03209a9ef32b4d2f7e7c264bcf/pydantic_core-2.41.4-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6c9024169becccf0cb470ada03ee578d7348c119a0d42af3dcf9eda96e3a247c", size = 2187516, upload-time = "2025-10-14T10:23:34.871Z" }, - { url = "https://files.pythonhosted.org/packages/2e/0f/4f2734688d98488782218ca61bcc118329bf5de05bb7fe3adc7dd79b0b86/pydantic_core-2.41.4-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:26895a4268ae5a2849269f4991cdc97236e4b9c010e51137becf25182daac405", size = 2146146, upload-time = "2025-10-14T10:23:37.342Z" }, - { url = "https://files.pythonhosted.org/packages/ed/f2/ab385dbd94a052c62224b99cf99002eee99dbec40e10006c78575aead256/pydantic_core-2.41.4-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:ca4df25762cf71308c446e33c9b1fdca2923a3f13de616e2a949f38bf21ff5a8", size = 2311296, upload-time = "2025-10-14T10:23:40.145Z" }, - { url = "https://files.pythonhosted.org/packages/fc/8e/e4f12afe1beeb9823bba5375f8f258df0cc61b056b0195fb1cf9f62a1a58/pydantic_core-2.41.4-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:5a28fcedd762349519276c36634e71853b4541079cab4acaaac60c4421827308", size = 2315386, upload-time = "2025-10-14T10:23:42.624Z" }, - { url = "https://files.pythonhosted.org/packages/48/f7/925f65d930802e3ea2eb4d5afa4cb8730c8dc0d2cb89a59dc4ed2fcb2d74/pydantic_core-2.41.4-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c173ddcd86afd2535e2b695217e82191580663a1d1928239f877f5a1649ef39f", size = 2147775, upload-time = "2025-10-14T10:23:45.406Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/df/18/d0944e8eaaa3efd0a91b0f1fc537d3be55ad35091b6a87638211ba691964/pydantic_core-2.41.4.tar.gz", hash = "sha256:70e47929a9d4a1905a67e4b687d5946026390568a8e952b92824118063cee4d5", size = 457557 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a7/3d/9b8ca77b0f76fcdbf8bc6b72474e264283f461284ca84ac3fde570c6c49a/pydantic_core-2.41.4-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2442d9a4d38f3411f22eb9dd0912b7cbf4b7d5b6c92c4173b75d3e1ccd84e36e", size = 2111197 }, + { url = "https://files.pythonhosted.org/packages/59/92/b7b0fe6ed4781642232755cb7e56a86e2041e1292f16d9ae410a0ccee5ac/pydantic_core-2.41.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:30a9876226dda131a741afeab2702e2d127209bde3c65a2b8133f428bc5d006b", size = 1917909 }, + { url = "https://files.pythonhosted.org/packages/52/8c/3eb872009274ffa4fb6a9585114e161aa1a0915af2896e2d441642929fe4/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d55bbac04711e2980645af68b97d445cdbcce70e5216de444a6c4b6943ebcccd", size = 1969905 }, + { url = "https://files.pythonhosted.org/packages/f4/21/35adf4a753bcfaea22d925214a0c5b880792e3244731b3f3e6fec0d124f7/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e1d778fb7849a42d0ee5927ab0f7453bf9f85eef8887a546ec87db5ddb178945", size = 2051938 }, + { url = "https://files.pythonhosted.org/packages/7d/d0/cdf7d126825e36d6e3f1eccf257da8954452934ede275a8f390eac775e89/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1b65077a4693a98b90ec5ad8f203ad65802a1b9b6d4a7e48066925a7e1606706", size = 2250710 }, + { url = "https://files.pythonhosted.org/packages/2e/1c/af1e6fd5ea596327308f9c8d1654e1285cc3d8de0d584a3c9d7705bf8a7c/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:62637c769dee16eddb7686bf421be48dfc2fae93832c25e25bc7242e698361ba", size = 2367445 }, + { url = "https://files.pythonhosted.org/packages/d3/81/8cece29a6ef1b3a92f956ea6da6250d5b2d2e7e4d513dd3b4f0c7a83dfea/pydantic_core-2.41.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2dfe3aa529c8f501babf6e502936b9e8d4698502b2cfab41e17a028d91b1ac7b", size = 2072875 }, + { url = "https://files.pythonhosted.org/packages/e3/37/a6a579f5fc2cd4d5521284a0ab6a426cc6463a7b3897aeb95b12f1ba607b/pydantic_core-2.41.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ca2322da745bf2eeb581fc9ea3bbb31147702163ccbcbf12a3bb630e4bf05e1d", size = 2191329 }, + { url = "https://files.pythonhosted.org/packages/ae/03/505020dc5c54ec75ecba9f41119fd1e48f9e41e4629942494c4a8734ded1/pydantic_core-2.41.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e8cd3577c796be7231dcf80badcf2e0835a46665eaafd8ace124d886bab4d700", size = 2151658 }, + { url = "https://files.pythonhosted.org/packages/cb/5d/2c0d09fb53aa03bbd2a214d89ebfa6304be7df9ed86ee3dc7770257f41ee/pydantic_core-2.41.4-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:1cae8851e174c83633f0833e90636832857297900133705ee158cf79d40f03e6", size = 2316777 }, + { url = "https://files.pythonhosted.org/packages/ea/4b/c2c9c8f5e1f9c864b57d08539d9d3db160e00491c9f5ee90e1bfd905e644/pydantic_core-2.41.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a26d950449aae348afe1ac8be5525a00ae4235309b729ad4d3399623125b43c9", size = 2320705 }, + { url = "https://files.pythonhosted.org/packages/28/c3/a74c1c37f49c0a02c89c7340fafc0ba816b29bd495d1a31ce1bdeacc6085/pydantic_core-2.41.4-cp310-cp310-win32.whl", hash = "sha256:0cf2a1f599efe57fa0051312774280ee0f650e11152325e41dfd3018ef2c1b57", size = 1975464 }, + { url = "https://files.pythonhosted.org/packages/d6/23/5dd5c1324ba80303368f7569e2e2e1a721c7d9eb16acb7eb7b7f85cb1be2/pydantic_core-2.41.4-cp310-cp310-win_amd64.whl", hash = "sha256:a8c2e340d7e454dc3340d3d2e8f23558ebe78c98aa8f68851b04dcb7bc37abdc", size = 2024497 }, + { url = "https://files.pythonhosted.org/packages/62/4c/f6cbfa1e8efacd00b846764e8484fe173d25b8dab881e277a619177f3384/pydantic_core-2.41.4-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:28ff11666443a1a8cf2a044d6a545ebffa8382b5f7973f22c36109205e65dc80", size = 2109062 }, + { url = "https://files.pythonhosted.org/packages/21/f8/40b72d3868896bfcd410e1bd7e516e762d326201c48e5b4a06446f6cf9e8/pydantic_core-2.41.4-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:61760c3925d4633290292bad462e0f737b840508b4f722247d8729684f6539ae", size = 1916301 }, + { url = "https://files.pythonhosted.org/packages/94/4d/d203dce8bee7faeca791671c88519969d98d3b4e8f225da5b96dad226fc8/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:eae547b7315d055b0de2ec3965643b0ab82ad0106a7ffd29615ee9f266a02827", size = 1968728 }, + { url = "https://files.pythonhosted.org/packages/65/f5/6a66187775df87c24d526985b3a5d78d861580ca466fbd9d4d0e792fcf6c/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:ef9ee5471edd58d1fcce1c80ffc8783a650e3e3a193fe90d52e43bb4d87bff1f", size = 2050238 }, + { url = "https://files.pythonhosted.org/packages/5e/b9/78336345de97298cf53236b2f271912ce11f32c1e59de25a374ce12f9cce/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:15dd504af121caaf2c95cb90c0ebf71603c53de98305621b94da0f967e572def", size = 2249424 }, + { url = "https://files.pythonhosted.org/packages/99/bb/a4584888b70ee594c3d374a71af5075a68654d6c780369df269118af7402/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3a926768ea49a8af4d36abd6a8968b8790f7f76dd7cbd5a4c180db2b4ac9a3a2", size = 2366047 }, + { url = "https://files.pythonhosted.org/packages/5f/8d/17fc5de9d6418e4d2ae8c675f905cdafdc59d3bf3bf9c946b7ab796a992a/pydantic_core-2.41.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6916b9b7d134bff5440098a4deb80e4cb623e68974a87883299de9124126c2a8", size = 2071163 }, + { url = "https://files.pythonhosted.org/packages/54/e7/03d2c5c0b8ed37a4617430db68ec5e7dbba66358b629cd69e11b4d564367/pydantic_core-2.41.4-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5cf90535979089df02e6f17ffd076f07237efa55b7343d98760bde8743c4b265", size = 2190585 }, + { url = "https://files.pythonhosted.org/packages/be/fc/15d1c9fe5ad9266a5897d9b932b7f53d7e5cfc800573917a2c5d6eea56ec/pydantic_core-2.41.4-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:7533c76fa647fade2d7ec75ac5cc079ab3f34879626dae5689b27790a6cf5a5c", size = 2150109 }, + { url = "https://files.pythonhosted.org/packages/26/ef/e735dd008808226c83ba56972566138665b71477ad580fa5a21f0851df48/pydantic_core-2.41.4-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:37e516bca9264cbf29612539801ca3cd5d1be465f940417b002905e6ed79d38a", size = 2315078 }, + { url = "https://files.pythonhosted.org/packages/90/00/806efdcf35ff2ac0f938362350cd9827b8afb116cc814b6b75cf23738c7c/pydantic_core-2.41.4-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:0c19cb355224037c83642429b8ce261ae108e1c5fbf5c028bac63c77b0f8646e", size = 2318737 }, + { url = "https://files.pythonhosted.org/packages/41/7e/6ac90673fe6cb36621a2283552897838c020db343fa86e513d3f563b196f/pydantic_core-2.41.4-cp311-cp311-win32.whl", hash = "sha256:09c2a60e55b357284b5f31f5ab275ba9f7f70b7525e18a132ec1f9160b4f1f03", size = 1974160 }, + { url = "https://files.pythonhosted.org/packages/e0/9d/7c5e24ee585c1f8b6356e1d11d40ab807ffde44d2db3b7dfd6d20b09720e/pydantic_core-2.41.4-cp311-cp311-win_amd64.whl", hash = "sha256:711156b6afb5cb1cb7c14a2cc2c4a8b4c717b69046f13c6b332d8a0a8f41ca3e", size = 2021883 }, + { url = "https://files.pythonhosted.org/packages/33/90/5c172357460fc28b2871eb4a0fb3843b136b429c6fa827e4b588877bf115/pydantic_core-2.41.4-cp311-cp311-win_arm64.whl", hash = "sha256:6cb9cf7e761f4f8a8589a45e49ed3c0d92d1d696a45a6feaee8c904b26efc2db", size = 1968026 }, + { url = "https://files.pythonhosted.org/packages/e9/81/d3b3e95929c4369d30b2a66a91db63c8ed0a98381ae55a45da2cd1cc1288/pydantic_core-2.41.4-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:ab06d77e053d660a6faaf04894446df7b0a7e7aba70c2797465a0a1af00fc887", size = 2099043 }, + { url = "https://files.pythonhosted.org/packages/58/da/46fdac49e6717e3a94fc9201403e08d9d61aa7a770fab6190b8740749047/pydantic_core-2.41.4-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c53ff33e603a9c1179a9364b0a24694f183717b2e0da2b5ad43c316c956901b2", size = 1910699 }, + { url = "https://files.pythonhosted.org/packages/1e/63/4d948f1b9dd8e991a5a98b77dd66c74641f5f2e5225fee37994b2e07d391/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:304c54176af2c143bd181d82e77c15c41cbacea8872a2225dd37e6544dce9999", size = 1952121 }, + { url = "https://files.pythonhosted.org/packages/b2/a7/e5fc60a6f781fc634ecaa9ecc3c20171d238794cef69ae0af79ac11b89d7/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:025ba34a4cf4fb32f917d5d188ab5e702223d3ba603be4d8aca2f82bede432a4", size = 2041590 }, + { url = "https://files.pythonhosted.org/packages/70/69/dce747b1d21d59e85af433428978a1893c6f8a7068fa2bb4a927fba7a5ff/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b9f5f30c402ed58f90c70e12eff65547d3ab74685ffe8283c719e6bead8ef53f", size = 2219869 }, + { url = "https://files.pythonhosted.org/packages/83/6a/c070e30e295403bf29c4df1cb781317b6a9bac7cd07b8d3acc94d501a63c/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:dd96e5d15385d301733113bcaa324c8bcf111275b7675a9c6e88bfb19fc05e3b", size = 2345169 }, + { url = "https://files.pythonhosted.org/packages/f0/83/06d001f8043c336baea7fd202a9ac7ad71f87e1c55d8112c50b745c40324/pydantic_core-2.41.4-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:98f348cbb44fae6e9653c1055db7e29de67ea6a9ca03a5fa2c2e11a47cff0e47", size = 2070165 }, + { url = "https://files.pythonhosted.org/packages/14/0a/e567c2883588dd12bcbc110232d892cf385356f7c8a9910311ac997ab715/pydantic_core-2.41.4-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:ec22626a2d14620a83ca583c6f5a4080fa3155282718b6055c2ea48d3ef35970", size = 2189067 }, + { url = "https://files.pythonhosted.org/packages/f4/1d/3d9fca34273ba03c9b1c5289f7618bc4bd09c3ad2289b5420481aa051a99/pydantic_core-2.41.4-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:3a95d4590b1f1a43bf33ca6d647b990a88f4a3824a8c4572c708f0b45a5290ed", size = 2132997 }, + { url = "https://files.pythonhosted.org/packages/52/70/d702ef7a6cd41a8afc61f3554922b3ed8d19dd54c3bd4bdbfe332e610827/pydantic_core-2.41.4-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:f9672ab4d398e1b602feadcffcdd3af44d5f5e6ddc15bc7d15d376d47e8e19f8", size = 2307187 }, + { url = "https://files.pythonhosted.org/packages/68/4c/c06be6e27545d08b802127914156f38d10ca287a9e8489342793de8aae3c/pydantic_core-2.41.4-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:84d8854db5f55fead3b579f04bda9a36461dab0730c5d570e1526483e7bb8431", size = 2305204 }, + { url = "https://files.pythonhosted.org/packages/b0/e5/35ae4919bcd9f18603419e23c5eaf32750224a89d41a8df1a3704b69f77e/pydantic_core-2.41.4-cp312-cp312-win32.whl", hash = "sha256:9be1c01adb2ecc4e464392c36d17f97e9110fbbc906bcbe1c943b5b87a74aabd", size = 1972536 }, + { url = "https://files.pythonhosted.org/packages/1e/c2/49c5bb6d2a49eb2ee3647a93e3dae7080c6409a8a7558b075027644e879c/pydantic_core-2.41.4-cp312-cp312-win_amd64.whl", hash = "sha256:d682cf1d22bab22a5be08539dca3d1593488a99998f9f412137bc323179067ff", size = 2031132 }, + { url = "https://files.pythonhosted.org/packages/06/23/936343dbcba6eec93f73e95eb346810fc732f71ba27967b287b66f7b7097/pydantic_core-2.41.4-cp312-cp312-win_arm64.whl", hash = "sha256:833eebfd75a26d17470b58768c1834dfc90141b7afc6eb0429c21fc5a21dcfb8", size = 1969483 }, + { url = "https://files.pythonhosted.org/packages/13/d0/c20adabd181a029a970738dfe23710b52a31f1258f591874fcdec7359845/pydantic_core-2.41.4-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:85e050ad9e5f6fe1004eec65c914332e52f429bc0ae12d6fa2092407a462c746", size = 2105688 }, + { url = "https://files.pythonhosted.org/packages/00/b6/0ce5c03cec5ae94cca220dfecddc453c077d71363b98a4bbdb3c0b22c783/pydantic_core-2.41.4-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:e7393f1d64792763a48924ba31d1e44c2cfbc05e3b1c2c9abb4ceeadd912cced", size = 1910807 }, + { url = "https://files.pythonhosted.org/packages/68/3e/800d3d02c8beb0b5c069c870cbb83799d085debf43499c897bb4b4aaff0d/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:94dab0940b0d1fb28bcab847adf887c66a27a40291eedf0b473be58761c9799a", size = 1956669 }, + { url = "https://files.pythonhosted.org/packages/60/a4/24271cc71a17f64589be49ab8bd0751f6a0a03046c690df60989f2f95c2c/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:de7c42f897e689ee6f9e93c4bec72b99ae3b32a2ade1c7e4798e690ff5246e02", size = 2051629 }, + { url = "https://files.pythonhosted.org/packages/68/de/45af3ca2f175d91b96bfb62e1f2d2f1f9f3b14a734afe0bfeff079f78181/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:664b3199193262277b8b3cd1e754fb07f2c6023289c815a1e1e8fb415cb247b1", size = 2224049 }, + { url = "https://files.pythonhosted.org/packages/af/8f/ae4e1ff84672bf869d0a77af24fd78387850e9497753c432875066b5d622/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d95b253b88f7d308b1c0b417c4624f44553ba4762816f94e6986819b9c273fb2", size = 2342409 }, + { url = "https://files.pythonhosted.org/packages/18/62/273dd70b0026a085c7b74b000394e1ef95719ea579c76ea2f0cc8893736d/pydantic_core-2.41.4-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a1351f5bbdbbabc689727cb91649a00cb9ee7203e0a6e54e9f5ba9e22e384b84", size = 2069635 }, + { url = "https://files.pythonhosted.org/packages/30/03/cf485fff699b4cdaea469bc481719d3e49f023241b4abb656f8d422189fc/pydantic_core-2.41.4-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1affa4798520b148d7182da0615d648e752de4ab1a9566b7471bc803d88a062d", size = 2194284 }, + { url = "https://files.pythonhosted.org/packages/f9/7e/c8e713db32405dfd97211f2fc0a15d6bf8adb7640f3d18544c1f39526619/pydantic_core-2.41.4-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:7b74e18052fea4aa8dea2fb7dbc23d15439695da6cbe6cfc1b694af1115df09d", size = 2137566 }, + { url = "https://files.pythonhosted.org/packages/04/f7/db71fd4cdccc8b75990f79ccafbbd66757e19f6d5ee724a6252414483fb4/pydantic_core-2.41.4-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:285b643d75c0e30abda9dc1077395624f314a37e3c09ca402d4015ef5979f1a2", size = 2316809 }, + { url = "https://files.pythonhosted.org/packages/76/63/a54973ddb945f1bca56742b48b144d85c9fc22f819ddeb9f861c249d5464/pydantic_core-2.41.4-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:f52679ff4218d713b3b33f88c89ccbf3a5c2c12ba665fb80ccc4192b4608dbab", size = 2311119 }, + { url = "https://files.pythonhosted.org/packages/f8/03/5d12891e93c19218af74843a27e32b94922195ded2386f7b55382f904d2f/pydantic_core-2.41.4-cp313-cp313-win32.whl", hash = "sha256:ecde6dedd6fff127c273c76821bb754d793be1024bc33314a120f83a3c69460c", size = 1981398 }, + { url = "https://files.pythonhosted.org/packages/be/d8/fd0de71f39db91135b7a26996160de71c073d8635edfce8b3c3681be0d6d/pydantic_core-2.41.4-cp313-cp313-win_amd64.whl", hash = "sha256:d081a1f3800f05409ed868ebb2d74ac39dd0c1ff6c035b5162356d76030736d4", size = 2030735 }, + { url = "https://files.pythonhosted.org/packages/72/86/c99921c1cf6650023c08bfab6fe2d7057a5142628ef7ccfa9921f2dda1d5/pydantic_core-2.41.4-cp313-cp313-win_arm64.whl", hash = "sha256:f8e49c9c364a7edcbe2a310f12733aad95b022495ef2a8d653f645e5d20c1564", size = 1973209 }, + { url = "https://files.pythonhosted.org/packages/36/0d/b5706cacb70a8414396efdda3d72ae0542e050b591119e458e2490baf035/pydantic_core-2.41.4-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:ed97fd56a561f5eb5706cebe94f1ad7c13b84d98312a05546f2ad036bafe87f4", size = 1877324 }, + { url = "https://files.pythonhosted.org/packages/de/2d/cba1fa02cfdea72dfb3a9babb067c83b9dff0bbcb198368e000a6b756ea7/pydantic_core-2.41.4-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a870c307bf1ee91fc58a9a61338ff780d01bfae45922624816878dce784095d2", size = 1884515 }, + { url = "https://files.pythonhosted.org/packages/07/ea/3df927c4384ed9b503c9cc2d076cf983b4f2adb0c754578dfb1245c51e46/pydantic_core-2.41.4-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d25e97bc1f5f8f7985bdc2335ef9e73843bb561eb1fa6831fdfc295c1c2061cf", size = 2042819 }, + { url = "https://files.pythonhosted.org/packages/6a/ee/df8e871f07074250270a3b1b82aad4cd0026b588acd5d7d3eb2fcb1471a3/pydantic_core-2.41.4-cp313-cp313t-win_amd64.whl", hash = "sha256:d405d14bea042f166512add3091c1af40437c2e7f86988f3915fabd27b1e9cd2", size = 1995866 }, + { url = "https://files.pythonhosted.org/packages/fc/de/b20f4ab954d6d399499c33ec4fafc46d9551e11dc1858fb7f5dca0748ceb/pydantic_core-2.41.4-cp313-cp313t-win_arm64.whl", hash = "sha256:19f3684868309db5263a11bace3c45d93f6f24afa2ffe75a647583df22a2ff89", size = 1970034 }, + { url = "https://files.pythonhosted.org/packages/54/28/d3325da57d413b9819365546eb9a6e8b7cbd9373d9380efd5f74326143e6/pydantic_core-2.41.4-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:e9205d97ed08a82ebb9a307e92914bb30e18cdf6f6b12ca4bedadb1588a0bfe1", size = 2102022 }, + { url = "https://files.pythonhosted.org/packages/9e/24/b58a1bc0d834bf1acc4361e61233ee217169a42efbdc15a60296e13ce438/pydantic_core-2.41.4-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:82df1f432b37d832709fbcc0e24394bba04a01b6ecf1ee87578145c19cde12ac", size = 1905495 }, + { url = "https://files.pythonhosted.org/packages/fb/a4/71f759cc41b7043e8ecdaab81b985a9b6cad7cec077e0b92cff8b71ecf6b/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc3b4cc4539e055cfa39a3763c939f9d409eb40e85813257dcd761985a108554", size = 1956131 }, + { url = "https://files.pythonhosted.org/packages/b0/64/1e79ac7aa51f1eec7c4cda8cbe456d5d09f05fdd68b32776d72168d54275/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b1eb1754fce47c63d2ff57fdb88c351a6c0150995890088b33767a10218eaa4e", size = 2052236 }, + { url = "https://files.pythonhosted.org/packages/e9/e3/a3ffc363bd4287b80f1d43dc1c28ba64831f8dfc237d6fec8f2661138d48/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e6ab5ab30ef325b443f379ddb575a34969c333004fca5a1daa0133a6ffaad616", size = 2223573 }, + { url = "https://files.pythonhosted.org/packages/28/27/78814089b4d2e684a9088ede3790763c64693c3d1408ddc0a248bc789126/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:31a41030b1d9ca497634092b46481b937ff9397a86f9f51bd41c4767b6fc04af", size = 2342467 }, + { url = "https://files.pythonhosted.org/packages/92/97/4de0e2a1159cb85ad737e03306717637842c88c7fd6d97973172fb183149/pydantic_core-2.41.4-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a44ac1738591472c3d020f61c6df1e4015180d6262ebd39bf2aeb52571b60f12", size = 2063754 }, + { url = "https://files.pythonhosted.org/packages/0f/50/8cb90ce4b9efcf7ae78130afeb99fd1c86125ccdf9906ef64b9d42f37c25/pydantic_core-2.41.4-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d72f2b5e6e82ab8f94ea7d0d42f83c487dc159c5240d8f83beae684472864e2d", size = 2196754 }, + { url = "https://files.pythonhosted.org/packages/34/3b/ccdc77af9cd5082723574a1cc1bcae7a6acacc829d7c0a06201f7886a109/pydantic_core-2.41.4-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:c4d1e854aaf044487d31143f541f7aafe7b482ae72a022c664b2de2e466ed0ad", size = 2137115 }, + { url = "https://files.pythonhosted.org/packages/ca/ba/e7c7a02651a8f7c52dc2cff2b64a30c313e3b57c7d93703cecea76c09b71/pydantic_core-2.41.4-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:b568af94267729d76e6ee5ececda4e283d07bbb28e8148bb17adad93d025d25a", size = 2317400 }, + { url = "https://files.pythonhosted.org/packages/2c/ba/6c533a4ee8aec6b812c643c49bb3bd88d3f01e3cebe451bb85512d37f00f/pydantic_core-2.41.4-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:6d55fb8b1e8929b341cc313a81a26e0d48aa3b519c1dbaadec3a6a2b4fcad025", size = 2312070 }, + { url = "https://files.pythonhosted.org/packages/22/ae/f10524fcc0ab8d7f96cf9a74c880243576fd3e72bd8ce4f81e43d22bcab7/pydantic_core-2.41.4-cp314-cp314-win32.whl", hash = "sha256:5b66584e549e2e32a1398df11da2e0a7eff45d5c2d9db9d5667c5e6ac764d77e", size = 1982277 }, + { url = "https://files.pythonhosted.org/packages/b4/dc/e5aa27aea1ad4638f0c3fb41132f7eb583bd7420ee63204e2d4333a3bbf9/pydantic_core-2.41.4-cp314-cp314-win_amd64.whl", hash = "sha256:557a0aab88664cc552285316809cab897716a372afaf8efdbef756f8b890e894", size = 2024608 }, + { url = "https://files.pythonhosted.org/packages/3e/61/51d89cc2612bd147198e120a13f150afbf0bcb4615cddb049ab10b81b79e/pydantic_core-2.41.4-cp314-cp314-win_arm64.whl", hash = "sha256:3f1ea6f48a045745d0d9f325989d8abd3f1eaf47dd00485912d1a3a63c623a8d", size = 1967614 }, + { url = "https://files.pythonhosted.org/packages/0d/c2/472f2e31b95eff099961fa050c376ab7156a81da194f9edb9f710f68787b/pydantic_core-2.41.4-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6c1fe4c5404c448b13188dd8bd2ebc2bdd7e6727fa61ff481bcc2cca894018da", size = 1876904 }, + { url = "https://files.pythonhosted.org/packages/4a/07/ea8eeb91173807ecdae4f4a5f4b150a520085b35454350fc219ba79e66a3/pydantic_core-2.41.4-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:523e7da4d43b113bf8e7b49fa4ec0c35bf4fe66b2230bfc5c13cc498f12c6c3e", size = 1882538 }, + { url = "https://files.pythonhosted.org/packages/1e/29/b53a9ca6cd366bfc928823679c6a76c7a4c69f8201c0ba7903ad18ebae2f/pydantic_core-2.41.4-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5729225de81fb65b70fdb1907fcf08c75d498f4a6f15af005aabb1fdadc19dfa", size = 2041183 }, + { url = "https://files.pythonhosted.org/packages/c7/3d/f8c1a371ceebcaf94d6dd2d77c6cf4b1c078e13a5837aee83f760b4f7cfd/pydantic_core-2.41.4-cp314-cp314t-win_amd64.whl", hash = "sha256:de2cfbb09e88f0f795fd90cf955858fc2c691df65b1f21f0aa00b99f3fbc661d", size = 1993542 }, + { url = "https://files.pythonhosted.org/packages/8a/ac/9fc61b4f9d079482a290afe8d206b8f490e9fd32d4fc03ed4fc698214e01/pydantic_core-2.41.4-cp314-cp314t-win_arm64.whl", hash = "sha256:d34f950ae05a83e0ede899c595f312ca976023ea1db100cd5aa188f7005e3ab0", size = 1973897 }, + { url = "https://files.pythonhosted.org/packages/5d/d4/912e976a2dd0b49f31c98a060ca90b353f3b73ee3ea2fd0030412f6ac5ec/pydantic_core-2.41.4-pp310-pypy310_pp73-macosx_10_12_x86_64.whl", hash = "sha256:1e5ab4fc177dd41536b3c32b2ea11380dd3d4619a385860621478ac2d25ceb00", size = 2106739 }, + { url = "https://files.pythonhosted.org/packages/71/f0/66ec5a626c81eba326072d6ee2b127f8c139543f1bf609b4842978d37833/pydantic_core-2.41.4-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:3d88d0054d3fa11ce936184896bed3c1c5441d6fa483b498fac6a5d0dd6f64a9", size = 1932549 }, + { url = "https://files.pythonhosted.org/packages/c4/af/625626278ca801ea0a658c2dcf290dc9f21bb383098e99e7c6a029fccfc0/pydantic_core-2.41.4-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7b2a054a8725f05b4b6503357e0ac1c4e8234ad3b0c2ac130d6ffc66f0e170e2", size = 2135093 }, + { url = "https://files.pythonhosted.org/packages/20/f6/2fba049f54e0f4975fef66be654c597a1d005320fa141863699180c7697d/pydantic_core-2.41.4-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:b0d9db5a161c99375a0c68c058e227bee1d89303300802601d76a3d01f74e258", size = 2187971 }, + { url = "https://files.pythonhosted.org/packages/0e/80/65ab839a2dfcd3b949202f9d920c34f9de5a537c3646662bdf2f7d999680/pydantic_core-2.41.4-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:6273ea2c8ffdac7b7fda2653c49682db815aebf4a89243a6feccf5e36c18c347", size = 2147939 }, + { url = "https://files.pythonhosted.org/packages/44/58/627565d3d182ce6dfda18b8e1c841eede3629d59c9d7cbc1e12a03aeb328/pydantic_core-2.41.4-pp310-pypy310_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:4c973add636efc61de22530b2ef83a65f39b6d6f656df97f678720e20de26caa", size = 2311400 }, + { url = "https://files.pythonhosted.org/packages/24/06/8a84711162ad5a5f19a88cead37cca81b4b1f294f46260ef7334ae4f24d3/pydantic_core-2.41.4-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:b69d1973354758007f46cf2d44a4f3d0933f10b6dc9bf15cf1356e037f6f731a", size = 2316840 }, + { url = "https://files.pythonhosted.org/packages/aa/8b/b7bb512a4682a2f7fbfae152a755d37351743900226d29bd953aaf870eaa/pydantic_core-2.41.4-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:3619320641fd212aaf5997b6ca505e97540b7e16418f4a241f44cdf108ffb50d", size = 2149135 }, + { url = "https://files.pythonhosted.org/packages/7e/7d/138e902ed6399b866f7cfe4435d22445e16fff888a1c00560d9dc79a780f/pydantic_core-2.41.4-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:491535d45cd7ad7e4a2af4a5169b0d07bebf1adfd164b0368da8aa41e19907a5", size = 2104721 }, + { url = "https://files.pythonhosted.org/packages/47/13/0525623cf94627f7b53b4c2034c81edc8491cbfc7c28d5447fa318791479/pydantic_core-2.41.4-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:54d86c0cada6aba4ec4c047d0e348cbad7063b87ae0f005d9f8c9ad04d4a92a2", size = 1931608 }, + { url = "https://files.pythonhosted.org/packages/d6/f9/744bc98137d6ef0a233f808bfc9b18cf94624bf30836a18d3b05d08bf418/pydantic_core-2.41.4-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:eca1124aced216b2500dc2609eade086d718e8249cb9696660ab447d50a758bd", size = 2132986 }, + { url = "https://files.pythonhosted.org/packages/17/c8/629e88920171173f6049386cc71f893dff03209a9ef32b4d2f7e7c264bcf/pydantic_core-2.41.4-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:6c9024169becccf0cb470ada03ee578d7348c119a0d42af3dcf9eda96e3a247c", size = 2187516 }, + { url = "https://files.pythonhosted.org/packages/2e/0f/4f2734688d98488782218ca61bcc118329bf5de05bb7fe3adc7dd79b0b86/pydantic_core-2.41.4-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:26895a4268ae5a2849269f4991cdc97236e4b9c010e51137becf25182daac405", size = 2146146 }, + { url = "https://files.pythonhosted.org/packages/ed/f2/ab385dbd94a052c62224b99cf99002eee99dbec40e10006c78575aead256/pydantic_core-2.41.4-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:ca4df25762cf71308c446e33c9b1fdca2923a3f13de616e2a949f38bf21ff5a8", size = 2311296 }, + { url = "https://files.pythonhosted.org/packages/fc/8e/e4f12afe1beeb9823bba5375f8f258df0cc61b056b0195fb1cf9f62a1a58/pydantic_core-2.41.4-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:5a28fcedd762349519276c36634e71853b4541079cab4acaaac60c4421827308", size = 2315386 }, + { url = "https://files.pythonhosted.org/packages/48/f7/925f65d930802e3ea2eb4d5afa4cb8730c8dc0d2cb89a59dc4ed2fcb2d74/pydantic_core-2.41.4-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c173ddcd86afd2535e2b695217e82191580663a1d1928239f877f5a1649ef39f", size = 2147775 }, ] [[package]] @@ -4583,27 +4571,27 @@ dependencies = [ { name = "python-dotenv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-inspection", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/20/c5/dbbc27b814c71676593d1c3f718e6cd7d4f00652cefa24b75f7aa3efb25e/pydantic_settings-2.11.0.tar.gz", hash = "sha256:d0e87a1c7d33593beb7194adb8470fc426e95ba02af83a0f23474a04c9a08180", size = 188394, upload-time = "2025-09-24T14:19:11.764Z" } +sdist = { url = "https://files.pythonhosted.org/packages/20/c5/dbbc27b814c71676593d1c3f718e6cd7d4f00652cefa24b75f7aa3efb25e/pydantic_settings-2.11.0.tar.gz", hash = "sha256:d0e87a1c7d33593beb7194adb8470fc426e95ba02af83a0f23474a04c9a08180", size = 188394 } wheels = [ - { url = "https://files.pythonhosted.org/packages/83/d6/887a1ff844e64aa823fb4905978d882a633cfe295c32eacad582b78a7d8b/pydantic_settings-2.11.0-py3-none-any.whl", hash = "sha256:fe2cea3413b9530d10f3a5875adffb17ada5c1e1bab0b2885546d7310415207c", size = 48608, upload-time = "2025-09-24T14:19:10.015Z" }, + { url = "https://files.pythonhosted.org/packages/83/d6/887a1ff844e64aa823fb4905978d882a633cfe295c32eacad582b78a7d8b/pydantic_settings-2.11.0-py3-none-any.whl", hash = "sha256:fe2cea3413b9530d10f3a5875adffb17ada5c1e1bab0b2885546d7310415207c", size = 48608 }, ] [[package]] name = "pygments" version = "2.19.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b0/77/a5b8c569bf593b0140bde72ea885a803b82086995367bf2037de0159d924/pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887", size = 4968631, upload-time = "2025-06-21T13:39:12.283Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b0/77/a5b8c569bf593b0140bde72ea885a803b82086995367bf2037de0159d924/pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887", size = 4968631 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b", size = 1225217, upload-time = "2025-06-21T13:39:07.939Z" }, + { url = "https://files.pythonhosted.org/packages/c7/21/705964c7812476f378728bdf590ca4b771ec72385c533964653c68e86bdc/pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b", size = 1225217 }, ] [[package]] name = "pyjwt" version = "2.10.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e7/46/bd74733ff231675599650d3e47f361794b22ef3e3770998dda30d3b63726/pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953", size = 87785, upload-time = "2024-11-28T03:43:29.933Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e7/46/bd74733ff231675599650d3e47f361794b22ef3e3770998dda30d3b63726/pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953", size = 87785 } wheels = [ - { url = "https://files.pythonhosted.org/packages/61/ad/689f02752eeec26aed679477e80e632ef1b682313be70793d798c1d5fc8f/PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb", size = 22997, upload-time = "2024-11-28T03:43:27.893Z" }, + { url = "https://files.pythonhosted.org/packages/61/ad/689f02752eeec26aed679477e80e632ef1b682313be70793d798c1d5fc8f/PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb", size = 22997 }, ] [package.optional-dependencies] @@ -4618,43 +4606,43 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "cffi", marker = "(platform_python_implementation != 'PyPy' and sys_platform == 'darwin') or (platform_python_implementation != 'PyPy' and sys_platform == 'linux') or (platform_python_implementation != 'PyPy' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/06/c6/a3124dee667a423f2c637cfd262a54d67d8ccf3e160f3c50f622a85b7723/pynacl-1.6.0.tar.gz", hash = "sha256:cb36deafe6e2bce3b286e5d1f3e1c246e0ccdb8808ddb4550bb2792f2df298f2", size = 3505641, upload-time = "2025-09-10T23:39:22.308Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/70/24/1b639176401255605ba7c2b93a7b1eb1e379e0710eca62613633eb204201/pynacl-1.6.0-cp314-cp314t-macosx_10_10_universal2.whl", hash = "sha256:f46386c24a65383a9081d68e9c2de909b1834ec74ff3013271f1bca9c2d233eb", size = 384141, upload-time = "2025-09-10T23:38:28.675Z" }, - { url = "https://files.pythonhosted.org/packages/5e/7b/874efdf57d6bf172db0df111b479a553c3d9e8bb4f1f69eb3ffff772d6e8/pynacl-1.6.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:dea103a1afcbc333bc0e992e64233d360d393d1e63d0bc88554f572365664348", size = 808132, upload-time = "2025-09-10T23:38:38.995Z" }, - { url = "https://files.pythonhosted.org/packages/f3/61/9b53f5913f3b75ac3d53170cdb897101b2b98afc76f4d9d3c8de5aa3ac05/pynacl-1.6.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:04f20784083014e265ad58c1b2dd562c3e35864b5394a14ab54f5d150ee9e53e", size = 1407253, upload-time = "2025-09-10T23:38:40.492Z" }, - { url = "https://files.pythonhosted.org/packages/7c/0a/b138916b22bbf03a1bdbafecec37d714e7489dd7bcaf80cd17852f8b67be/pynacl-1.6.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bbcc4452a1eb10cd5217318c822fde4be279c9de8567f78bad24c773c21254f8", size = 843719, upload-time = "2025-09-10T23:38:30.87Z" }, - { url = "https://files.pythonhosted.org/packages/01/3b/17c368197dfb2c817ce033f94605a47d0cc27901542109e640cef263f0af/pynacl-1.6.0-cp314-cp314t-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:51fed9fe1bec9e7ff9af31cd0abba179d0e984a2960c77e8e5292c7e9b7f7b5d", size = 1445441, upload-time = "2025-09-10T23:38:33.078Z" }, - { url = "https://files.pythonhosted.org/packages/35/3c/f79b185365ab9be80cd3cd01dacf30bf5895f9b7b001e683b369e0bb6d3d/pynacl-1.6.0-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:10d755cf2a455d8c0f8c767a43d68f24d163b8fe93ccfaabfa7bafd26be58d73", size = 825691, upload-time = "2025-09-10T23:38:34.832Z" }, - { url = "https://files.pythonhosted.org/packages/f7/1f/8b37d25e95b8f2a434a19499a601d4d272b9839ab8c32f6b0fc1e40c383f/pynacl-1.6.0-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:536703b8f90e911294831a7fbcd0c062b837f3ccaa923d92a6254e11178aaf42", size = 1410726, upload-time = "2025-09-10T23:38:36.893Z" }, - { url = "https://files.pythonhosted.org/packages/bd/93/5a4a4cf9913014f83d615ad6a2df9187330f764f606246b3a744c0788c03/pynacl-1.6.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:6b08eab48c9669d515a344fb0ef27e2cbde847721e34bba94a343baa0f33f1f4", size = 801035, upload-time = "2025-09-10T23:38:42.109Z" }, - { url = "https://files.pythonhosted.org/packages/bf/60/40da6b0fe6a4d5fd88f608389eb1df06492ba2edca93fca0b3bebff9b948/pynacl-1.6.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5789f016e08e5606803161ba24de01b5a345d24590a80323379fc4408832d290", size = 1371854, upload-time = "2025-09-10T23:38:44.16Z" }, - { url = "https://files.pythonhosted.org/packages/44/b2/37ac1d65008f824cba6b5bf68d18b76d97d0f62d7a032367ea69d4a187c8/pynacl-1.6.0-cp314-cp314t-win32.whl", hash = "sha256:4853c154dc16ea12f8f3ee4b7e763331876316cc3a9f06aeedf39bcdca8f9995", size = 230345, upload-time = "2025-09-10T23:38:48.276Z" }, - { url = "https://files.pythonhosted.org/packages/f4/5a/9234b7b45af890d02ebee9aae41859b9b5f15fb4a5a56d88e3b4d1659834/pynacl-1.6.0-cp314-cp314t-win_amd64.whl", hash = "sha256:347dcddce0b4d83ed3f32fd00379c83c425abee5a9d2cd0a2c84871334eaff64", size = 243103, upload-time = "2025-09-10T23:38:45.503Z" }, - { url = "https://files.pythonhosted.org/packages/c9/2c/c1a0f19d720ab0af3bc4241af2bdf4d813c3ecdcb96392b5e1ddf2d8f24f/pynacl-1.6.0-cp314-cp314t-win_arm64.whl", hash = "sha256:2d6cd56ce4998cb66a6c112fda7b1fdce5266c9f05044fa72972613bef376d15", size = 187778, upload-time = "2025-09-10T23:38:46.731Z" }, - { url = "https://files.pythonhosted.org/packages/63/37/87c72df19857c5b3b47ace6f211a26eb862ada495cc96daa372d96048fca/pynacl-1.6.0-cp38-abi3-macosx_10_10_universal2.whl", hash = "sha256:f4b3824920e206b4f52abd7de621ea7a44fd3cb5c8daceb7c3612345dfc54f2e", size = 382610, upload-time = "2025-09-10T23:38:49.459Z" }, - { url = "https://files.pythonhosted.org/packages/0c/64/3ce958a5817fd3cc6df4ec14441c43fd9854405668d73babccf77f9597a3/pynacl-1.6.0-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:16dd347cdc8ae0b0f6187a2608c0af1c8b7ecbbe6b4a06bff8253c192f696990", size = 798744, upload-time = "2025-09-10T23:38:58.531Z" }, - { url = "https://files.pythonhosted.org/packages/e4/8a/3f0dd297a0a33fa3739c255feebd0206bb1df0b44c52fbe2caf8e8bc4425/pynacl-1.6.0-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:16c60daceee88d04f8d41d0a4004a7ed8d9a5126b997efd2933e08e93a3bd850", size = 1397879, upload-time = "2025-09-10T23:39:00.44Z" }, - { url = "https://files.pythonhosted.org/packages/41/94/028ff0434a69448f61348d50d2c147dda51aabdd4fbc93ec61343332174d/pynacl-1.6.0-cp38-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:25720bad35dfac34a2bcdd61d9e08d6bfc6041bebc7751d9c9f2446cf1e77d64", size = 833907, upload-time = "2025-09-10T23:38:50.936Z" }, - { url = "https://files.pythonhosted.org/packages/52/bc/a5cff7f8c30d5f4c26a07dfb0bcda1176ab8b2de86dda3106c00a02ad787/pynacl-1.6.0-cp38-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8bfaa0a28a1ab718bad6239979a5a57a8d1506d0caf2fba17e524dbb409441cf", size = 1436649, upload-time = "2025-09-10T23:38:52.783Z" }, - { url = "https://files.pythonhosted.org/packages/7a/20/c397be374fd5d84295046e398de4ba5f0722dc14450f65db76a43c121471/pynacl-1.6.0-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:ef214b90556bb46a485b7da8258e59204c244b1b5b576fb71848819b468c44a7", size = 817142, upload-time = "2025-09-10T23:38:54.4Z" }, - { url = "https://files.pythonhosted.org/packages/12/30/5efcef3406940cda75296c6d884090b8a9aad2dcc0c304daebb5ae99fb4a/pynacl-1.6.0-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:49c336dd80ea54780bcff6a03ee1a476be1612423010472e60af83452aa0f442", size = 1401794, upload-time = "2025-09-10T23:38:56.614Z" }, - { url = "https://files.pythonhosted.org/packages/be/e1/a8fe1248cc17ccb03b676d80fa90763760a6d1247da434844ea388d0816c/pynacl-1.6.0-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:f3482abf0f9815e7246d461fab597aa179b7524628a4bc36f86a7dc418d2608d", size = 772161, upload-time = "2025-09-10T23:39:01.93Z" }, - { url = "https://files.pythonhosted.org/packages/a3/76/8a62702fb657d6d9104ce13449db221a345665d05e6a3fdefb5a7cafd2ad/pynacl-1.6.0-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:140373378e34a1f6977e573033d1dd1de88d2a5d90ec6958c9485b2fd9f3eb90", size = 1370720, upload-time = "2025-09-10T23:39:03.531Z" }, - { url = "https://files.pythonhosted.org/packages/6d/38/9e9e9b777a1c4c8204053733e1a0269672c0bd40852908c9ad6b6eaba82c/pynacl-1.6.0-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:6b393bc5e5a0eb86bb85b533deb2d2c815666665f840a09e0aa3362bb6088736", size = 791252, upload-time = "2025-09-10T23:39:05.058Z" }, - { url = "https://files.pythonhosted.org/packages/63/ef/d972ce3d92ae05c9091363cf185e8646933f91c376e97b8be79ea6e96c22/pynacl-1.6.0-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:4a25cfede801f01e54179b8ff9514bd7b5944da560b7040939732d1804d25419", size = 1362910, upload-time = "2025-09-10T23:39:06.924Z" }, - { url = "https://files.pythonhosted.org/packages/35/2c/ee0b373a1861f66a7ca8bdb999331525615061320dd628527a50ba8e8a60/pynacl-1.6.0-cp38-abi3-win32.whl", hash = "sha256:dcdeb41c22ff3c66eef5e63049abf7639e0db4edee57ba70531fc1b6b133185d", size = 226461, upload-time = "2025-09-10T23:39:11.894Z" }, - { url = "https://files.pythonhosted.org/packages/75/f7/41b6c0b9dd9970173b6acc026bab7b4c187e4e5beef2756d419ad65482da/pynacl-1.6.0-cp38-abi3-win_amd64.whl", hash = "sha256:cf831615cc16ba324240de79d925eacae8265b7691412ac6b24221db157f6bd1", size = 238802, upload-time = "2025-09-10T23:39:08.966Z" }, - { url = "https://files.pythonhosted.org/packages/8e/0f/462326910c6172fa2c6ed07922b22ffc8e77432b3affffd9e18f444dbfbb/pynacl-1.6.0-cp38-abi3-win_arm64.whl", hash = "sha256:84709cea8f888e618c21ed9a0efdb1a59cc63141c403db8bf56c469b71ad56f2", size = 183846, upload-time = "2025-09-10T23:39:10.552Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/06/c6/a3124dee667a423f2c637cfd262a54d67d8ccf3e160f3c50f622a85b7723/pynacl-1.6.0.tar.gz", hash = "sha256:cb36deafe6e2bce3b286e5d1f3e1c246e0ccdb8808ddb4550bb2792f2df298f2", size = 3505641 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/70/24/1b639176401255605ba7c2b93a7b1eb1e379e0710eca62613633eb204201/pynacl-1.6.0-cp314-cp314t-macosx_10_10_universal2.whl", hash = "sha256:f46386c24a65383a9081d68e9c2de909b1834ec74ff3013271f1bca9c2d233eb", size = 384141 }, + { url = "https://files.pythonhosted.org/packages/5e/7b/874efdf57d6bf172db0df111b479a553c3d9e8bb4f1f69eb3ffff772d6e8/pynacl-1.6.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:dea103a1afcbc333bc0e992e64233d360d393d1e63d0bc88554f572365664348", size = 808132 }, + { url = "https://files.pythonhosted.org/packages/f3/61/9b53f5913f3b75ac3d53170cdb897101b2b98afc76f4d9d3c8de5aa3ac05/pynacl-1.6.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:04f20784083014e265ad58c1b2dd562c3e35864b5394a14ab54f5d150ee9e53e", size = 1407253 }, + { url = "https://files.pythonhosted.org/packages/7c/0a/b138916b22bbf03a1bdbafecec37d714e7489dd7bcaf80cd17852f8b67be/pynacl-1.6.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bbcc4452a1eb10cd5217318c822fde4be279c9de8567f78bad24c773c21254f8", size = 843719 }, + { url = "https://files.pythonhosted.org/packages/01/3b/17c368197dfb2c817ce033f94605a47d0cc27901542109e640cef263f0af/pynacl-1.6.0-cp314-cp314t-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:51fed9fe1bec9e7ff9af31cd0abba179d0e984a2960c77e8e5292c7e9b7f7b5d", size = 1445441 }, + { url = "https://files.pythonhosted.org/packages/35/3c/f79b185365ab9be80cd3cd01dacf30bf5895f9b7b001e683b369e0bb6d3d/pynacl-1.6.0-cp314-cp314t-manylinux_2_34_aarch64.whl", hash = "sha256:10d755cf2a455d8c0f8c767a43d68f24d163b8fe93ccfaabfa7bafd26be58d73", size = 825691 }, + { url = "https://files.pythonhosted.org/packages/f7/1f/8b37d25e95b8f2a434a19499a601d4d272b9839ab8c32f6b0fc1e40c383f/pynacl-1.6.0-cp314-cp314t-manylinux_2_34_x86_64.whl", hash = "sha256:536703b8f90e911294831a7fbcd0c062b837f3ccaa923d92a6254e11178aaf42", size = 1410726 }, + { url = "https://files.pythonhosted.org/packages/bd/93/5a4a4cf9913014f83d615ad6a2df9187330f764f606246b3a744c0788c03/pynacl-1.6.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:6b08eab48c9669d515a344fb0ef27e2cbde847721e34bba94a343baa0f33f1f4", size = 801035 }, + { url = "https://files.pythonhosted.org/packages/bf/60/40da6b0fe6a4d5fd88f608389eb1df06492ba2edca93fca0b3bebff9b948/pynacl-1.6.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5789f016e08e5606803161ba24de01b5a345d24590a80323379fc4408832d290", size = 1371854 }, + { url = "https://files.pythonhosted.org/packages/44/b2/37ac1d65008f824cba6b5bf68d18b76d97d0f62d7a032367ea69d4a187c8/pynacl-1.6.0-cp314-cp314t-win32.whl", hash = "sha256:4853c154dc16ea12f8f3ee4b7e763331876316cc3a9f06aeedf39bcdca8f9995", size = 230345 }, + { url = "https://files.pythonhosted.org/packages/f4/5a/9234b7b45af890d02ebee9aae41859b9b5f15fb4a5a56d88e3b4d1659834/pynacl-1.6.0-cp314-cp314t-win_amd64.whl", hash = "sha256:347dcddce0b4d83ed3f32fd00379c83c425abee5a9d2cd0a2c84871334eaff64", size = 243103 }, + { url = "https://files.pythonhosted.org/packages/c9/2c/c1a0f19d720ab0af3bc4241af2bdf4d813c3ecdcb96392b5e1ddf2d8f24f/pynacl-1.6.0-cp314-cp314t-win_arm64.whl", hash = "sha256:2d6cd56ce4998cb66a6c112fda7b1fdce5266c9f05044fa72972613bef376d15", size = 187778 }, + { url = "https://files.pythonhosted.org/packages/63/37/87c72df19857c5b3b47ace6f211a26eb862ada495cc96daa372d96048fca/pynacl-1.6.0-cp38-abi3-macosx_10_10_universal2.whl", hash = "sha256:f4b3824920e206b4f52abd7de621ea7a44fd3cb5c8daceb7c3612345dfc54f2e", size = 382610 }, + { url = "https://files.pythonhosted.org/packages/0c/64/3ce958a5817fd3cc6df4ec14441c43fd9854405668d73babccf77f9597a3/pynacl-1.6.0-cp38-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:16dd347cdc8ae0b0f6187a2608c0af1c8b7ecbbe6b4a06bff8253c192f696990", size = 798744 }, + { url = "https://files.pythonhosted.org/packages/e4/8a/3f0dd297a0a33fa3739c255feebd0206bb1df0b44c52fbe2caf8e8bc4425/pynacl-1.6.0-cp38-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:16c60daceee88d04f8d41d0a4004a7ed8d9a5126b997efd2933e08e93a3bd850", size = 1397879 }, + { url = "https://files.pythonhosted.org/packages/41/94/028ff0434a69448f61348d50d2c147dda51aabdd4fbc93ec61343332174d/pynacl-1.6.0-cp38-abi3-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:25720bad35dfac34a2bcdd61d9e08d6bfc6041bebc7751d9c9f2446cf1e77d64", size = 833907 }, + { url = "https://files.pythonhosted.org/packages/52/bc/a5cff7f8c30d5f4c26a07dfb0bcda1176ab8b2de86dda3106c00a02ad787/pynacl-1.6.0-cp38-abi3-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:8bfaa0a28a1ab718bad6239979a5a57a8d1506d0caf2fba17e524dbb409441cf", size = 1436649 }, + { url = "https://files.pythonhosted.org/packages/7a/20/c397be374fd5d84295046e398de4ba5f0722dc14450f65db76a43c121471/pynacl-1.6.0-cp38-abi3-manylinux_2_34_aarch64.whl", hash = "sha256:ef214b90556bb46a485b7da8258e59204c244b1b5b576fb71848819b468c44a7", size = 817142 }, + { url = "https://files.pythonhosted.org/packages/12/30/5efcef3406940cda75296c6d884090b8a9aad2dcc0c304daebb5ae99fb4a/pynacl-1.6.0-cp38-abi3-manylinux_2_34_x86_64.whl", hash = "sha256:49c336dd80ea54780bcff6a03ee1a476be1612423010472e60af83452aa0f442", size = 1401794 }, + { url = "https://files.pythonhosted.org/packages/be/e1/a8fe1248cc17ccb03b676d80fa90763760a6d1247da434844ea388d0816c/pynacl-1.6.0-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:f3482abf0f9815e7246d461fab597aa179b7524628a4bc36f86a7dc418d2608d", size = 772161 }, + { url = "https://files.pythonhosted.org/packages/a3/76/8a62702fb657d6d9104ce13449db221a345665d05e6a3fdefb5a7cafd2ad/pynacl-1.6.0-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:140373378e34a1f6977e573033d1dd1de88d2a5d90ec6958c9485b2fd9f3eb90", size = 1370720 }, + { url = "https://files.pythonhosted.org/packages/6d/38/9e9e9b777a1c4c8204053733e1a0269672c0bd40852908c9ad6b6eaba82c/pynacl-1.6.0-cp38-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:6b393bc5e5a0eb86bb85b533deb2d2c815666665f840a09e0aa3362bb6088736", size = 791252 }, + { url = "https://files.pythonhosted.org/packages/63/ef/d972ce3d92ae05c9091363cf185e8646933f91c376e97b8be79ea6e96c22/pynacl-1.6.0-cp38-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:4a25cfede801f01e54179b8ff9514bd7b5944da560b7040939732d1804d25419", size = 1362910 }, + { url = "https://files.pythonhosted.org/packages/35/2c/ee0b373a1861f66a7ca8bdb999331525615061320dd628527a50ba8e8a60/pynacl-1.6.0-cp38-abi3-win32.whl", hash = "sha256:dcdeb41c22ff3c66eef5e63049abf7639e0db4edee57ba70531fc1b6b133185d", size = 226461 }, + { url = "https://files.pythonhosted.org/packages/75/f7/41b6c0b9dd9970173b6acc026bab7b4c187e4e5beef2756d419ad65482da/pynacl-1.6.0-cp38-abi3-win_amd64.whl", hash = "sha256:cf831615cc16ba324240de79d925eacae8265b7691412ac6b24221db157f6bd1", size = 238802 }, + { url = "https://files.pythonhosted.org/packages/8e/0f/462326910c6172fa2c6ed07922b22ffc8e77432b3affffd9e18f444dbfbb/pynacl-1.6.0-cp38-abi3-win_arm64.whl", hash = "sha256:84709cea8f888e618c21ed9a0efdb1a59cc63141c403db8bf56c469b71ad56f2", size = 183846 }, ] [[package]] name = "pyparsing" version = "3.2.5" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/f2/a5/181488fc2b9d093e3972d2a472855aae8a03f000592dbfce716a512b3359/pyparsing-3.2.5.tar.gz", hash = "sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6", size = 1099274, upload-time = "2025-09-21T04:11:06.277Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f2/a5/181488fc2b9d093e3972d2a472855aae8a03f000592dbfce716a512b3359/pyparsing-3.2.5.tar.gz", hash = "sha256:2df8d5b7b2802ef88e8d016a2eb9c7aeaa923529cd251ed0fe4608275d4105b6", size = 1099274 } wheels = [ - { url = "https://files.pythonhosted.org/packages/10/5e/1aa9a93198c6b64513c9d7752de7422c06402de6600a8767da1524f9570b/pyparsing-3.2.5-py3-none-any.whl", hash = "sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e", size = 113890, upload-time = "2025-09-21T04:11:04.117Z" }, + { url = "https://files.pythonhosted.org/packages/10/5e/1aa9a93198c6b64513c9d7752de7422c06402de6600a8767da1524f9570b/pyparsing-3.2.5-py3-none-any.whl", hash = "sha256:e38a4f02064cf41fe6593d328d0512495ad1f3d8a91c4f73fc401b3079a59a5e", size = 113890 }, ] [[package]] @@ -4665,9 +4653,9 @@ dependencies = [ { name = "nodeenv", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/a6/1b/0aa08ee42948b61745ac5b5b5ccaec4669e8884b53d31c8ec20b2fcd6b6f/pyright-1.1.407.tar.gz", hash = "sha256:099674dba5c10489832d4a4b2d302636152a9a42d317986c38474c76fe562262", size = 4122872, upload-time = "2025-10-24T23:17:15.145Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a6/1b/0aa08ee42948b61745ac5b5b5ccaec4669e8884b53d31c8ec20b2fcd6b6f/pyright-1.1.407.tar.gz", hash = "sha256:099674dba5c10489832d4a4b2d302636152a9a42d317986c38474c76fe562262", size = 4122872 } wheels = [ - { url = "https://files.pythonhosted.org/packages/dc/93/b69052907d032b00c40cb656d21438ec00b3a471733de137a3f65a49a0a0/pyright-1.1.407-py3-none-any.whl", hash = "sha256:6dd419f54fcc13f03b52285796d65e639786373f433e243f8b94cf93a7444d21", size = 5997008, upload-time = "2025-10-24T23:17:13.159Z" }, + { url = "https://files.pythonhosted.org/packages/dc/93/b69052907d032b00c40cb656d21438ec00b3a471733de137a3f65a49a0a0/pyright-1.1.407-py3-none-any.whl", hash = "sha256:6dd419f54fcc13f03b52285796d65e639786373f433e243f8b94cf93a7444d21", size = 5997008 }, ] [[package]] @@ -4683,9 +4671,9 @@ dependencies = [ { name = "pygments", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "tomli", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/a3/5c/00a0e072241553e1a7496d638deababa67c5058571567b92a7eaa258397c/pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01", size = 1519618, upload-time = "2025-09-04T14:34:22.711Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a3/5c/00a0e072241553e1a7496d638deababa67c5058571567b92a7eaa258397c/pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01", size = 1519618 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a8/a4/20da314d277121d6534b3a980b29035dcd51e6744bd79075a6ce8fa4eb8d/pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79", size = 365750, upload-time = "2025-09-04T14:34:20.226Z" }, + { url = "https://files.pythonhosted.org/packages/a8/a4/20da314d277121d6534b3a980b29035dcd51e6744bd79075a6ce8fa4eb8d/pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79", size = 365750 }, ] [[package]] @@ -4697,9 +4685,9 @@ dependencies = [ { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/42/86/9e3c5f48f7b7b638b216e4b9e645f54d199d7abbbab7a64a13b4e12ba10f/pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57", size = 50119, upload-time = "2025-09-12T07:33:53.816Z" } +sdist = { url = "https://files.pythonhosted.org/packages/42/86/9e3c5f48f7b7b638b216e4b9e645f54d199d7abbbab7a64a13b4e12ba10f/pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57", size = 50119 } wheels = [ - { url = "https://files.pythonhosted.org/packages/04/93/2fa34714b7a4ae72f2f8dad66ba17dd9a2c793220719e736dda28b7aec27/pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99", size = 15095, upload-time = "2025-09-12T07:33:52.639Z" }, + { url = "https://files.pythonhosted.org/packages/04/93/2fa34714b7a4ae72f2f8dad66ba17dd9a2c793220719e736dda28b7aec27/pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99", size = 15095 }, ] [[package]] @@ -4711,9 +4699,9 @@ dependencies = [ { name = "pluggy", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/5e/f7/c933acc76f5208b3b00089573cf6a2bc26dc80a8aece8f52bb7d6b1855ca/pytest_cov-7.0.0.tar.gz", hash = "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1", size = 54328, upload-time = "2025-09-09T10:57:02.113Z" } +sdist = { url = "https://files.pythonhosted.org/packages/5e/f7/c933acc76f5208b3b00089573cf6a2bc26dc80a8aece8f52bb7d6b1855ca/pytest_cov-7.0.0.tar.gz", hash = "sha256:33c97eda2e049a0c5298e91f519302a1334c26ac65c1a483d6206fd458361af1", size = 54328 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ee/49/1377b49de7d0c1ce41292161ea0f721913fa8722c19fb9c1e3aa0367eecb/pytest_cov-7.0.0-py3-none-any.whl", hash = "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861", size = 22424, upload-time = "2025-09-09T10:57:00.695Z" }, + { url = "https://files.pythonhosted.org/packages/ee/49/1377b49de7d0c1ce41292161ea0f721913fa8722c19fb9c1e3aa0367eecb/pytest_cov-7.0.0-py3-none-any.whl", hash = "sha256:3b8e9558b16cc1479da72058bdecf8073661c7f57f7d3c5f22a1c23507f2d861", size = 22424 }, ] [[package]] @@ -4724,9 +4712,9 @@ dependencies = [ { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "tomli", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/13/12/9c87d0ca45d5992473208bcef2828169fa7d39b8d7fc6e3401f5c08b8bf7/pytest_env-1.2.0.tar.gz", hash = "sha256:475e2ebe8626cee01f491f304a74b12137742397d6c784ea4bc258f069232b80", size = 8973, upload-time = "2025-10-09T19:15:47.42Z" } +sdist = { url = "https://files.pythonhosted.org/packages/13/12/9c87d0ca45d5992473208bcef2828169fa7d39b8d7fc6e3401f5c08b8bf7/pytest_env-1.2.0.tar.gz", hash = "sha256:475e2ebe8626cee01f491f304a74b12137742397d6c784ea4bc258f069232b80", size = 8973 } wheels = [ - { url = "https://files.pythonhosted.org/packages/27/98/822b924a4a3eb58aacba84444c7439fce32680592f394de26af9c76e2569/pytest_env-1.2.0-py3-none-any.whl", hash = "sha256:d7e5b7198f9b83c795377c09feefa45d56083834e60d04767efd64819fc9da00", size = 6251, upload-time = "2025-10-09T19:15:46.077Z" }, + { url = "https://files.pythonhosted.org/packages/27/98/822b924a4a3eb58aacba84444c7439fce32680592f394de26af9c76e2569/pytest_env-1.2.0-py3-none-any.whl", hash = "sha256:d7e5b7198f9b83c795377c09feefa45d56083834e60d04767efd64819fc9da00", size = 6251 }, ] [[package]] @@ -4736,9 +4724,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/c5/5b/607b017994cca28de3a1ad22a3eee8418e5d428dcd8ec25b26b18e995a73/pytest_retry-1.7.0.tar.gz", hash = "sha256:f8d52339f01e949df47c11ba9ee8d5b362f5824dff580d3870ec9ae0057df80f", size = 19977, upload-time = "2025-01-19T01:56:13.115Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c5/5b/607b017994cca28de3a1ad22a3eee8418e5d428dcd8ec25b26b18e995a73/pytest_retry-1.7.0.tar.gz", hash = "sha256:f8d52339f01e949df47c11ba9ee8d5b362f5824dff580d3870ec9ae0057df80f", size = 19977 } wheels = [ - { url = "https://files.pythonhosted.org/packages/7c/ff/3266c8a73b9b93c4b14160a7e2b31d1e1088e28ed29f4c2d93ae34093bfd/pytest_retry-1.7.0-py3-none-any.whl", hash = "sha256:a2dac85b79a4e2375943f1429479c65beb6c69553e7dae6b8332be47a60954f4", size = 13775, upload-time = "2025-01-19T01:56:11.199Z" }, + { url = "https://files.pythonhosted.org/packages/7c/ff/3266c8a73b9b93c4b14160a7e2b31d1e1088e28ed29f4c2d93ae34093bfd/pytest_retry-1.7.0-py3-none-any.whl", hash = "sha256:a2dac85b79a4e2375943f1429479c65beb6c69553e7dae6b8332be47a60954f4", size = 13775 }, ] [[package]] @@ -4748,9 +4736,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/ac/82/4c9ecabab13363e72d880f2fb504c5f750433b2b6f16e99f4ec21ada284c/pytest_timeout-2.4.0.tar.gz", hash = "sha256:7e68e90b01f9eff71332b25001f85c75495fc4e3a836701876183c4bcfd0540a", size = 17973, upload-time = "2025-05-05T19:44:34.99Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ac/82/4c9ecabab13363e72d880f2fb504c5f750433b2b6f16e99f4ec21ada284c/pytest_timeout-2.4.0.tar.gz", hash = "sha256:7e68e90b01f9eff71332b25001f85c75495fc4e3a836701876183c4bcfd0540a", size = 17973 } wheels = [ - { url = "https://files.pythonhosted.org/packages/fa/b6/3127540ecdf1464a00e5a01ee60a1b09175f6913f0644ac748494d9c4b21/pytest_timeout-2.4.0-py3-none-any.whl", hash = "sha256:c42667e5cdadb151aeb5b26d114aff6bdf5a907f176a007a30b940d3d865b5c2", size = 14382, upload-time = "2025-05-05T19:44:33.502Z" }, + { url = "https://files.pythonhosted.org/packages/fa/b6/3127540ecdf1464a00e5a01ee60a1b09175f6913f0644ac748494d9c4b21/pytest_timeout-2.4.0-py3-none-any.whl", hash = "sha256:c42667e5cdadb151aeb5b26d114aff6bdf5a907f176a007a30b940d3d865b5c2", size = 14382 }, ] [[package]] @@ -4761,9 +4749,9 @@ dependencies = [ { name = "execnet", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pytest", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/78/b4/439b179d1ff526791eb921115fca8e44e596a13efeda518b9d845a619450/pytest_xdist-3.8.0.tar.gz", hash = "sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1", size = 88069, upload-time = "2025-07-01T13:30:59.346Z" } +sdist = { url = "https://files.pythonhosted.org/packages/78/b4/439b179d1ff526791eb921115fca8e44e596a13efeda518b9d845a619450/pytest_xdist-3.8.0.tar.gz", hash = "sha256:7e578125ec9bc6050861aa93f2d59f1d8d085595d6551c2c90b6f4fad8d3a9f1", size = 88069 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ca/31/d4e37e9e550c2b92a9cbc2e4d0b7420a27224968580b5a447f420847c975/pytest_xdist-3.8.0-py3-none-any.whl", hash = "sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88", size = 46396, upload-time = "2025-07-01T13:30:56.632Z" }, + { url = "https://files.pythonhosted.org/packages/ca/31/d4e37e9e550c2b92a9cbc2e4d0b7420a27224968580b5a447f420847c975/pytest_xdist-3.8.0-py3-none-any.whl", hash = "sha256:202ca578cfeb7370784a8c33d6d05bc6e13b4f25b5053c30a152269fd10f0b88", size = 46396 }, ] [package.optional-dependencies] @@ -4778,45 +4766,45 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "six", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432, upload-time = "2024-03-01T18:36:20.211Z" } +sdist = { url = "https://files.pythonhosted.org/packages/66/c0/0c8b6ad9f17a802ee498c46e004a0eb49bc148f2fd230864601a86dcf6db/python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3", size = 342432 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892, upload-time = "2024-03-01T18:36:18.57Z" }, + { url = "https://files.pythonhosted.org/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427", size = 229892 }, ] [[package]] name = "python-dotenv" version = "1.2.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/f0/26/19cadc79a718c5edbec86fd4919a6b6d3f681039a2f6d66d14be94e75fb9/python_dotenv-1.2.1.tar.gz", hash = "sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6", size = 44221, upload-time = "2025-10-26T15:12:10.434Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f0/26/19cadc79a718c5edbec86fd4919a6b6d3f681039a2f6d66d14be94e75fb9/python_dotenv-1.2.1.tar.gz", hash = "sha256:42667e897e16ab0d66954af0e60a9caa94f0fd4ecf3aaf6d2d260eec1aa36ad6", size = 44221 } wheels = [ - { url = "https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61", size = 21230, upload-time = "2025-10-26T15:12:09.109Z" }, + { url = "https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61", size = 21230 }, ] [[package]] name = "python-multipart" version = "0.0.18" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b4/86/b6b38677dec2e2e7898fc5b6f7e42c2d011919a92d25339451892f27b89c/python_multipart-0.0.18.tar.gz", hash = "sha256:7a68db60c8bfb82e460637fa4750727b45af1d5e2ed215593f917f64694d34fe", size = 36622, upload-time = "2024-11-28T19:16:02.383Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b4/86/b6b38677dec2e2e7898fc5b6f7e42c2d011919a92d25339451892f27b89c/python_multipart-0.0.18.tar.gz", hash = "sha256:7a68db60c8bfb82e460637fa4750727b45af1d5e2ed215593f917f64694d34fe", size = 36622 } wheels = [ - { url = "https://files.pythonhosted.org/packages/13/6b/b60f47101ba2cac66b4a83246630e68ae9bbe2e614cbae5f4465f46dee13/python_multipart-0.0.18-py3-none-any.whl", hash = "sha256:efe91480f485f6a361427a541db4796f9e1591afc0fb8e7a4ba06bfbc6708996", size = 24389, upload-time = "2024-11-28T19:16:00.947Z" }, + { url = "https://files.pythonhosted.org/packages/13/6b/b60f47101ba2cac66b4a83246630e68ae9bbe2e614cbae5f4465f46dee13/python_multipart-0.0.18-py3-none-any.whl", hash = "sha256:efe91480f485f6a361427a541db4796f9e1591afc0fb8e7a4ba06bfbc6708996", size = 24389 }, ] [[package]] name = "python-ulid" version = "3.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/40/7e/0d6c82b5ccc71e7c833aed43d9e8468e1f2ff0be1b3f657a6fcafbb8433d/python_ulid-3.1.0.tar.gz", hash = "sha256:ff0410a598bc5f6b01b602851a3296ede6f91389f913a5d5f8c496003836f636", size = 93175, upload-time = "2025-08-18T16:09:26.305Z" } +sdist = { url = "https://files.pythonhosted.org/packages/40/7e/0d6c82b5ccc71e7c833aed43d9e8468e1f2ff0be1b3f657a6fcafbb8433d/python_ulid-3.1.0.tar.gz", hash = "sha256:ff0410a598bc5f6b01b602851a3296ede6f91389f913a5d5f8c496003836f636", size = 93175 } wheels = [ - { url = "https://files.pythonhosted.org/packages/6c/a0/4ed6632b70a52de845df056654162acdebaf97c20e3212c559ac43e7216e/python_ulid-3.1.0-py3-none-any.whl", hash = "sha256:e2cdc979c8c877029b4b7a38a6fba3bc4578e4f109a308419ff4d3ccf0a46619", size = 11577, upload-time = "2025-08-18T16:09:25.047Z" }, + { url = "https://files.pythonhosted.org/packages/6c/a0/4ed6632b70a52de845df056654162acdebaf97c20e3212c559ac43e7216e/python_ulid-3.1.0-py3-none-any.whl", hash = "sha256:e2cdc979c8c877029b4b7a38a6fba3bc4578e4f109a308419ff4d3ccf0a46619", size = 11577 }, ] [[package]] name = "pytz" version = "2025.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/f8/bf/abbd3cdfb8fbc7fb3d4d38d320f2441b1e7cbe29be4f23797b4a2b5d8aac/pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3", size = 320884, upload-time = "2025-03-25T02:25:00.538Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f8/bf/abbd3cdfb8fbc7fb3d4d38d320f2441b1e7cbe29be4f23797b4a2b5d8aac/pytz-2025.2.tar.gz", hash = "sha256:360b9e3dbb49a209c21ad61809c7fb453643e048b38924c765813546746e81c3", size = 320884 } wheels = [ - { url = "https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00", size = 509225, upload-time = "2025-03-25T02:24:58.468Z" }, + { url = "https://files.pythonhosted.org/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl", hash = "sha256:5ddf76296dd8c44c26eb8f4b6f35488f3ccbf6fbbd7adee0b7262d43f0ec2f00", size = 509225 }, ] [[package]] @@ -4824,85 +4812,85 @@ name = "pywin32" version = "311" source = { registry = "https://pypi.org/simple" } wheels = [ - { url = "https://files.pythonhosted.org/packages/7b/40/44efbb0dfbd33aca6a6483191dae0716070ed99e2ecb0c53683f400a0b4f/pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3", size = 8760432, upload-time = "2025-07-14T20:13:05.9Z" }, - { url = "https://files.pythonhosted.org/packages/5e/bf/360243b1e953bd254a82f12653974be395ba880e7ec23e3731d9f73921cc/pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b", size = 9590103, upload-time = "2025-07-14T20:13:07.698Z" }, - { url = "https://files.pythonhosted.org/packages/57/38/d290720e6f138086fb3d5ffe0b6caa019a791dd57866940c82e4eeaf2012/pywin32-311-cp310-cp310-win_arm64.whl", hash = "sha256:0502d1facf1fed4839a9a51ccbcc63d952cf318f78ffc00a7e78528ac27d7a2b", size = 8778557, upload-time = "2025-07-14T20:13:11.11Z" }, - { url = "https://files.pythonhosted.org/packages/7c/af/449a6a91e5d6db51420875c54f6aff7c97a86a3b13a0b4f1a5c13b988de3/pywin32-311-cp311-cp311-win32.whl", hash = "sha256:184eb5e436dea364dcd3d2316d577d625c0351bf237c4e9a5fabbcfa5a58b151", size = 8697031, upload-time = "2025-07-14T20:13:13.266Z" }, - { url = "https://files.pythonhosted.org/packages/51/8f/9bb81dd5bb77d22243d33c8397f09377056d5c687aa6d4042bea7fbf8364/pywin32-311-cp311-cp311-win_amd64.whl", hash = "sha256:3ce80b34b22b17ccbd937a6e78e7225d80c52f5ab9940fe0506a1a16f3dab503", size = 9508308, upload-time = "2025-07-14T20:13:15.147Z" }, - { url = "https://files.pythonhosted.org/packages/44/7b/9c2ab54f74a138c491aba1b1cd0795ba61f144c711daea84a88b63dc0f6c/pywin32-311-cp311-cp311-win_arm64.whl", hash = "sha256:a733f1388e1a842abb67ffa8e7aad0e70ac519e09b0f6a784e65a136ec7cefd2", size = 8703930, upload-time = "2025-07-14T20:13:16.945Z" }, - { url = "https://files.pythonhosted.org/packages/e7/ab/01ea1943d4eba0f850c3c61e78e8dd59757ff815ff3ccd0a84de5f541f42/pywin32-311-cp312-cp312-win32.whl", hash = "sha256:750ec6e621af2b948540032557b10a2d43b0cee2ae9758c54154d711cc852d31", size = 8706543, upload-time = "2025-07-14T20:13:20.765Z" }, - { url = "https://files.pythonhosted.org/packages/d1/a8/a0e8d07d4d051ec7502cd58b291ec98dcc0c3fff027caad0470b72cfcc2f/pywin32-311-cp312-cp312-win_amd64.whl", hash = "sha256:b8c095edad5c211ff31c05223658e71bf7116daa0ecf3ad85f3201ea3190d067", size = 9495040, upload-time = "2025-07-14T20:13:22.543Z" }, - { url = "https://files.pythonhosted.org/packages/ba/3a/2ae996277b4b50f17d61f0603efd8253cb2d79cc7ae159468007b586396d/pywin32-311-cp312-cp312-win_arm64.whl", hash = "sha256:e286f46a9a39c4a18b319c28f59b61de793654af2f395c102b4f819e584b5852", size = 8710102, upload-time = "2025-07-14T20:13:24.682Z" }, - { url = "https://files.pythonhosted.org/packages/a5/be/3fd5de0979fcb3994bfee0d65ed8ca9506a8a1260651b86174f6a86f52b3/pywin32-311-cp313-cp313-win32.whl", hash = "sha256:f95ba5a847cba10dd8c4d8fefa9f2a6cf283b8b88ed6178fa8a6c1ab16054d0d", size = 8705700, upload-time = "2025-07-14T20:13:26.471Z" }, - { url = "https://files.pythonhosted.org/packages/e3/28/e0a1909523c6890208295a29e05c2adb2126364e289826c0a8bc7297bd5c/pywin32-311-cp313-cp313-win_amd64.whl", hash = "sha256:718a38f7e5b058e76aee1c56ddd06908116d35147e133427e59a3983f703a20d", size = 9494700, upload-time = "2025-07-14T20:13:28.243Z" }, - { url = "https://files.pythonhosted.org/packages/04/bf/90339ac0f55726dce7d794e6d79a18a91265bdf3aa70b6b9ca52f35e022a/pywin32-311-cp313-cp313-win_arm64.whl", hash = "sha256:7b4075d959648406202d92a2310cb990fea19b535c7f4a78d3f5e10b926eeb8a", size = 8709318, upload-time = "2025-07-14T20:13:30.348Z" }, - { url = "https://files.pythonhosted.org/packages/c9/31/097f2e132c4f16d99a22bfb777e0fd88bd8e1c634304e102f313af69ace5/pywin32-311-cp314-cp314-win32.whl", hash = "sha256:b7a2c10b93f8986666d0c803ee19b5990885872a7de910fc460f9b0c2fbf92ee", size = 8840714, upload-time = "2025-07-14T20:13:32.449Z" }, - { url = "https://files.pythonhosted.org/packages/90/4b/07c77d8ba0e01349358082713400435347df8426208171ce297da32c313d/pywin32-311-cp314-cp314-win_amd64.whl", hash = "sha256:3aca44c046bd2ed8c90de9cb8427f581c479e594e99b5c0bb19b29c10fd6cb87", size = 9656800, upload-time = "2025-07-14T20:13:34.312Z" }, - { url = "https://files.pythonhosted.org/packages/c0/d2/21af5c535501a7233e734b8af901574572da66fcc254cb35d0609c9080dd/pywin32-311-cp314-cp314-win_arm64.whl", hash = "sha256:a508e2d9025764a8270f93111a970e1d0fbfc33f4153b388bb649b7eec4f9b42", size = 8932540, upload-time = "2025-07-14T20:13:36.379Z" }, + { url = "https://files.pythonhosted.org/packages/7b/40/44efbb0dfbd33aca6a6483191dae0716070ed99e2ecb0c53683f400a0b4f/pywin32-311-cp310-cp310-win32.whl", hash = "sha256:d03ff496d2a0cd4a5893504789d4a15399133fe82517455e78bad62efbb7f0a3", size = 8760432 }, + { url = "https://files.pythonhosted.org/packages/5e/bf/360243b1e953bd254a82f12653974be395ba880e7ec23e3731d9f73921cc/pywin32-311-cp310-cp310-win_amd64.whl", hash = "sha256:797c2772017851984b97180b0bebe4b620bb86328e8a884bb626156295a63b3b", size = 9590103 }, + { url = "https://files.pythonhosted.org/packages/57/38/d290720e6f138086fb3d5ffe0b6caa019a791dd57866940c82e4eeaf2012/pywin32-311-cp310-cp310-win_arm64.whl", hash = "sha256:0502d1facf1fed4839a9a51ccbcc63d952cf318f78ffc00a7e78528ac27d7a2b", size = 8778557 }, + { url = "https://files.pythonhosted.org/packages/7c/af/449a6a91e5d6db51420875c54f6aff7c97a86a3b13a0b4f1a5c13b988de3/pywin32-311-cp311-cp311-win32.whl", hash = "sha256:184eb5e436dea364dcd3d2316d577d625c0351bf237c4e9a5fabbcfa5a58b151", size = 8697031 }, + { url = "https://files.pythonhosted.org/packages/51/8f/9bb81dd5bb77d22243d33c8397f09377056d5c687aa6d4042bea7fbf8364/pywin32-311-cp311-cp311-win_amd64.whl", hash = "sha256:3ce80b34b22b17ccbd937a6e78e7225d80c52f5ab9940fe0506a1a16f3dab503", size = 9508308 }, + { url = "https://files.pythonhosted.org/packages/44/7b/9c2ab54f74a138c491aba1b1cd0795ba61f144c711daea84a88b63dc0f6c/pywin32-311-cp311-cp311-win_arm64.whl", hash = "sha256:a733f1388e1a842abb67ffa8e7aad0e70ac519e09b0f6a784e65a136ec7cefd2", size = 8703930 }, + { url = "https://files.pythonhosted.org/packages/e7/ab/01ea1943d4eba0f850c3c61e78e8dd59757ff815ff3ccd0a84de5f541f42/pywin32-311-cp312-cp312-win32.whl", hash = "sha256:750ec6e621af2b948540032557b10a2d43b0cee2ae9758c54154d711cc852d31", size = 8706543 }, + { url = "https://files.pythonhosted.org/packages/d1/a8/a0e8d07d4d051ec7502cd58b291ec98dcc0c3fff027caad0470b72cfcc2f/pywin32-311-cp312-cp312-win_amd64.whl", hash = "sha256:b8c095edad5c211ff31c05223658e71bf7116daa0ecf3ad85f3201ea3190d067", size = 9495040 }, + { url = "https://files.pythonhosted.org/packages/ba/3a/2ae996277b4b50f17d61f0603efd8253cb2d79cc7ae159468007b586396d/pywin32-311-cp312-cp312-win_arm64.whl", hash = "sha256:e286f46a9a39c4a18b319c28f59b61de793654af2f395c102b4f819e584b5852", size = 8710102 }, + { url = "https://files.pythonhosted.org/packages/a5/be/3fd5de0979fcb3994bfee0d65ed8ca9506a8a1260651b86174f6a86f52b3/pywin32-311-cp313-cp313-win32.whl", hash = "sha256:f95ba5a847cba10dd8c4d8fefa9f2a6cf283b8b88ed6178fa8a6c1ab16054d0d", size = 8705700 }, + { url = "https://files.pythonhosted.org/packages/e3/28/e0a1909523c6890208295a29e05c2adb2126364e289826c0a8bc7297bd5c/pywin32-311-cp313-cp313-win_amd64.whl", hash = "sha256:718a38f7e5b058e76aee1c56ddd06908116d35147e133427e59a3983f703a20d", size = 9494700 }, + { url = "https://files.pythonhosted.org/packages/04/bf/90339ac0f55726dce7d794e6d79a18a91265bdf3aa70b6b9ca52f35e022a/pywin32-311-cp313-cp313-win_arm64.whl", hash = "sha256:7b4075d959648406202d92a2310cb990fea19b535c7f4a78d3f5e10b926eeb8a", size = 8709318 }, + { url = "https://files.pythonhosted.org/packages/c9/31/097f2e132c4f16d99a22bfb777e0fd88bd8e1c634304e102f313af69ace5/pywin32-311-cp314-cp314-win32.whl", hash = "sha256:b7a2c10b93f8986666d0c803ee19b5990885872a7de910fc460f9b0c2fbf92ee", size = 8840714 }, + { url = "https://files.pythonhosted.org/packages/90/4b/07c77d8ba0e01349358082713400435347df8426208171ce297da32c313d/pywin32-311-cp314-cp314-win_amd64.whl", hash = "sha256:3aca44c046bd2ed8c90de9cb8427f581c479e594e99b5c0bb19b29c10fd6cb87", size = 9656800 }, + { url = "https://files.pythonhosted.org/packages/c0/d2/21af5c535501a7233e734b8af901574572da66fcc254cb35d0609c9080dd/pywin32-311-cp314-cp314-win_arm64.whl", hash = "sha256:a508e2d9025764a8270f93111a970e1d0fbfc33f4153b388bb649b7eec4f9b42", size = 8932540 }, ] [[package]] name = "pyyaml" version = "6.0.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/05/8e/961c0007c59b8dd7729d542c61a4d537767a59645b82a0b521206e1e25c2/pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f", size = 130960, upload-time = "2025-09-25T21:33:16.546Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/f4/a0/39350dd17dd6d6c6507025c0e53aef67a9293a6d37d3511f23ea510d5800/pyyaml-6.0.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b", size = 184227, upload-time = "2025-09-25T21:31:46.04Z" }, - { url = "https://files.pythonhosted.org/packages/05/14/52d505b5c59ce73244f59c7a50ecf47093ce4765f116cdb98286a71eeca2/pyyaml-6.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956", size = 174019, upload-time = "2025-09-25T21:31:47.706Z" }, - { url = "https://files.pythonhosted.org/packages/43/f7/0e6a5ae5599c838c696adb4e6330a59f463265bfa1e116cfd1fbb0abaaae/pyyaml-6.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8", size = 740646, upload-time = "2025-09-25T21:31:49.21Z" }, - { url = "https://files.pythonhosted.org/packages/2f/3a/61b9db1d28f00f8fd0ae760459a5c4bf1b941baf714e207b6eb0657d2578/pyyaml-6.0.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198", size = 840793, upload-time = "2025-09-25T21:31:50.735Z" }, - { url = "https://files.pythonhosted.org/packages/7a/1e/7acc4f0e74c4b3d9531e24739e0ab832a5edf40e64fbae1a9c01941cabd7/pyyaml-6.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b", size = 770293, upload-time = "2025-09-25T21:31:51.828Z" }, - { url = "https://files.pythonhosted.org/packages/8b/ef/abd085f06853af0cd59fa5f913d61a8eab65d7639ff2a658d18a25d6a89d/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0", size = 732872, upload-time = "2025-09-25T21:31:53.282Z" }, - { url = "https://files.pythonhosted.org/packages/1f/15/2bc9c8faf6450a8b3c9fc5448ed869c599c0a74ba2669772b1f3a0040180/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69", size = 758828, upload-time = "2025-09-25T21:31:54.807Z" }, - { url = "https://files.pythonhosted.org/packages/a3/00/531e92e88c00f4333ce359e50c19b8d1de9fe8d581b1534e35ccfbc5f393/pyyaml-6.0.3-cp310-cp310-win32.whl", hash = "sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e", size = 142415, upload-time = "2025-09-25T21:31:55.885Z" }, - { url = "https://files.pythonhosted.org/packages/2a/fa/926c003379b19fca39dd4634818b00dec6c62d87faf628d1394e137354d4/pyyaml-6.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c", size = 158561, upload-time = "2025-09-25T21:31:57.406Z" }, - { url = "https://files.pythonhosted.org/packages/6d/16/a95b6757765b7b031c9374925bb718d55e0a9ba8a1b6a12d25962ea44347/pyyaml-6.0.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e", size = 185826, upload-time = "2025-09-25T21:31:58.655Z" }, - { url = "https://files.pythonhosted.org/packages/16/19/13de8e4377ed53079ee996e1ab0a9c33ec2faf808a4647b7b4c0d46dd239/pyyaml-6.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824", size = 175577, upload-time = "2025-09-25T21:32:00.088Z" }, - { url = "https://files.pythonhosted.org/packages/0c/62/d2eb46264d4b157dae1275b573017abec435397aa59cbcdab6fc978a8af4/pyyaml-6.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c", size = 775556, upload-time = "2025-09-25T21:32:01.31Z" }, - { url = "https://files.pythonhosted.org/packages/10/cb/16c3f2cf3266edd25aaa00d6c4350381c8b012ed6f5276675b9eba8d9ff4/pyyaml-6.0.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00", size = 882114, upload-time = "2025-09-25T21:32:03.376Z" }, - { url = "https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d", size = 806638, upload-time = "2025-09-25T21:32:04.553Z" }, - { url = "https://files.pythonhosted.org/packages/dd/6f/529b0f316a9fd167281a6c3826b5583e6192dba792dd55e3203d3f8e655a/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a", size = 767463, upload-time = "2025-09-25T21:32:06.152Z" }, - { url = "https://files.pythonhosted.org/packages/f2/6a/b627b4e0c1dd03718543519ffb2f1deea4a1e6d42fbab8021936a4d22589/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4", size = 794986, upload-time = "2025-09-25T21:32:07.367Z" }, - { url = "https://files.pythonhosted.org/packages/45/91/47a6e1c42d9ee337c4839208f30d9f09caa9f720ec7582917b264defc875/pyyaml-6.0.3-cp311-cp311-win32.whl", hash = "sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b", size = 142543, upload-time = "2025-09-25T21:32:08.95Z" }, - { url = "https://files.pythonhosted.org/packages/da/e3/ea007450a105ae919a72393cb06f122f288ef60bba2dc64b26e2646fa315/pyyaml-6.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf", size = 158763, upload-time = "2025-09-25T21:32:09.96Z" }, - { url = "https://files.pythonhosted.org/packages/d1/33/422b98d2195232ca1826284a76852ad5a86fe23e31b009c9886b2d0fb8b2/pyyaml-6.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196", size = 182063, upload-time = "2025-09-25T21:32:11.445Z" }, - { url = "https://files.pythonhosted.org/packages/89/a0/6cf41a19a1f2f3feab0e9c0b74134aa2ce6849093d5517a0c550fe37a648/pyyaml-6.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0", size = 173973, upload-time = "2025-09-25T21:32:12.492Z" }, - { url = "https://files.pythonhosted.org/packages/ed/23/7a778b6bd0b9a8039df8b1b1d80e2e2ad78aa04171592c8a5c43a56a6af4/pyyaml-6.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28", size = 775116, upload-time = "2025-09-25T21:32:13.652Z" }, - { url = "https://files.pythonhosted.org/packages/65/30/d7353c338e12baef4ecc1b09e877c1970bd3382789c159b4f89d6a70dc09/pyyaml-6.0.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c", size = 844011, upload-time = "2025-09-25T21:32:15.21Z" }, - { url = "https://files.pythonhosted.org/packages/8b/9d/b3589d3877982d4f2329302ef98a8026e7f4443c765c46cfecc8858c6b4b/pyyaml-6.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc", size = 807870, upload-time = "2025-09-25T21:32:16.431Z" }, - { url = "https://files.pythonhosted.org/packages/05/c0/b3be26a015601b822b97d9149ff8cb5ead58c66f981e04fedf4e762f4bd4/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e", size = 761089, upload-time = "2025-09-25T21:32:17.56Z" }, - { url = "https://files.pythonhosted.org/packages/be/8e/98435a21d1d4b46590d5459a22d88128103f8da4c2d4cb8f14f2a96504e1/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea", size = 790181, upload-time = "2025-09-25T21:32:18.834Z" }, - { url = "https://files.pythonhosted.org/packages/74/93/7baea19427dcfbe1e5a372d81473250b379f04b1bd3c4c5ff825e2327202/pyyaml-6.0.3-cp312-cp312-win32.whl", hash = "sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5", size = 137658, upload-time = "2025-09-25T21:32:20.209Z" }, - { url = "https://files.pythonhosted.org/packages/86/bf/899e81e4cce32febab4fb42bb97dcdf66bc135272882d1987881a4b519e9/pyyaml-6.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b", size = 154003, upload-time = "2025-09-25T21:32:21.167Z" }, - { url = "https://files.pythonhosted.org/packages/1a/08/67bd04656199bbb51dbed1439b7f27601dfb576fb864099c7ef0c3e55531/pyyaml-6.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd", size = 140344, upload-time = "2025-09-25T21:32:22.617Z" }, - { url = "https://files.pythonhosted.org/packages/d1/11/0fd08f8192109f7169db964b5707a2f1e8b745d4e239b784a5a1dd80d1db/pyyaml-6.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8", size = 181669, upload-time = "2025-09-25T21:32:23.673Z" }, - { url = "https://files.pythonhosted.org/packages/b1/16/95309993f1d3748cd644e02e38b75d50cbc0d9561d21f390a76242ce073f/pyyaml-6.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1", size = 173252, upload-time = "2025-09-25T21:32:25.149Z" }, - { url = "https://files.pythonhosted.org/packages/50/31/b20f376d3f810b9b2371e72ef5adb33879b25edb7a6d072cb7ca0c486398/pyyaml-6.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c", size = 767081, upload-time = "2025-09-25T21:32:26.575Z" }, - { url = "https://files.pythonhosted.org/packages/49/1e/a55ca81e949270d5d4432fbbd19dfea5321eda7c41a849d443dc92fd1ff7/pyyaml-6.0.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5", size = 841159, upload-time = "2025-09-25T21:32:27.727Z" }, - { url = "https://files.pythonhosted.org/packages/74/27/e5b8f34d02d9995b80abcef563ea1f8b56d20134d8f4e5e81733b1feceb2/pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6", size = 801626, upload-time = "2025-09-25T21:32:28.878Z" }, - { url = "https://files.pythonhosted.org/packages/f9/11/ba845c23988798f40e52ba45f34849aa8a1f2d4af4b798588010792ebad6/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6", size = 753613, upload-time = "2025-09-25T21:32:30.178Z" }, - { url = "https://files.pythonhosted.org/packages/3d/e0/7966e1a7bfc0a45bf0a7fb6b98ea03fc9b8d84fa7f2229e9659680b69ee3/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be", size = 794115, upload-time = "2025-09-25T21:32:31.353Z" }, - { url = "https://files.pythonhosted.org/packages/de/94/980b50a6531b3019e45ddeada0626d45fa85cbe22300844a7983285bed3b/pyyaml-6.0.3-cp313-cp313-win32.whl", hash = "sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26", size = 137427, upload-time = "2025-09-25T21:32:32.58Z" }, - { url = "https://files.pythonhosted.org/packages/97/c9/39d5b874e8b28845e4ec2202b5da735d0199dbe5b8fb85f91398814a9a46/pyyaml-6.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c", size = 154090, upload-time = "2025-09-25T21:32:33.659Z" }, - { url = "https://files.pythonhosted.org/packages/73/e8/2bdf3ca2090f68bb3d75b44da7bbc71843b19c9f2b9cb9b0f4ab7a5a4329/pyyaml-6.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb", size = 140246, upload-time = "2025-09-25T21:32:34.663Z" }, - { url = "https://files.pythonhosted.org/packages/9d/8c/f4bd7f6465179953d3ac9bc44ac1a8a3e6122cf8ada906b4f96c60172d43/pyyaml-6.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac", size = 181814, upload-time = "2025-09-25T21:32:35.712Z" }, - { url = "https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310", size = 173809, upload-time = "2025-09-25T21:32:36.789Z" }, - { url = "https://files.pythonhosted.org/packages/92/b5/47e807c2623074914e29dabd16cbbdd4bf5e9b2db9f8090fa64411fc5382/pyyaml-6.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7", size = 766454, upload-time = "2025-09-25T21:32:37.966Z" }, - { url = "https://files.pythonhosted.org/packages/02/9e/e5e9b168be58564121efb3de6859c452fccde0ab093d8438905899a3a483/pyyaml-6.0.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788", size = 836355, upload-time = "2025-09-25T21:32:39.178Z" }, - { url = "https://files.pythonhosted.org/packages/88/f9/16491d7ed2a919954993e48aa941b200f38040928474c9e85ea9e64222c3/pyyaml-6.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5", size = 794175, upload-time = "2025-09-25T21:32:40.865Z" }, - { url = "https://files.pythonhosted.org/packages/dd/3f/5989debef34dc6397317802b527dbbafb2b4760878a53d4166579111411e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764", size = 755228, upload-time = "2025-09-25T21:32:42.084Z" }, - { url = "https://files.pythonhosted.org/packages/d7/ce/af88a49043cd2e265be63d083fc75b27b6ed062f5f9fd6cdc223ad62f03e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35", size = 789194, upload-time = "2025-09-25T21:32:43.362Z" }, - { url = "https://files.pythonhosted.org/packages/23/20/bb6982b26a40bb43951265ba29d4c246ef0ff59c9fdcdf0ed04e0687de4d/pyyaml-6.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac", size = 156429, upload-time = "2025-09-25T21:32:57.844Z" }, - { url = "https://files.pythonhosted.org/packages/f4/f4/a4541072bb9422c8a883ab55255f918fa378ecf083f5b85e87fc2b4eda1b/pyyaml-6.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3", size = 143912, upload-time = "2025-09-25T21:32:59.247Z" }, - { url = "https://files.pythonhosted.org/packages/7c/f9/07dd09ae774e4616edf6cda684ee78f97777bdd15847253637a6f052a62f/pyyaml-6.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3", size = 189108, upload-time = "2025-09-25T21:32:44.377Z" }, - { url = "https://files.pythonhosted.org/packages/4e/78/8d08c9fb7ce09ad8c38ad533c1191cf27f7ae1effe5bb9400a46d9437fcf/pyyaml-6.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba", size = 183641, upload-time = "2025-09-25T21:32:45.407Z" }, - { url = "https://files.pythonhosted.org/packages/7b/5b/3babb19104a46945cf816d047db2788bcaf8c94527a805610b0289a01c6b/pyyaml-6.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c", size = 831901, upload-time = "2025-09-25T21:32:48.83Z" }, - { url = "https://files.pythonhosted.org/packages/8b/cc/dff0684d8dc44da4d22a13f35f073d558c268780ce3c6ba1b87055bb0b87/pyyaml-6.0.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702", size = 861132, upload-time = "2025-09-25T21:32:50.149Z" }, - { url = "https://files.pythonhosted.org/packages/b1/5e/f77dc6b9036943e285ba76b49e118d9ea929885becb0a29ba8a7c75e29fe/pyyaml-6.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c", size = 839261, upload-time = "2025-09-25T21:32:51.808Z" }, - { url = "https://files.pythonhosted.org/packages/ce/88/a9db1376aa2a228197c58b37302f284b5617f56a5d959fd1763fb1675ce6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065", size = 805272, upload-time = "2025-09-25T21:32:52.941Z" }, - { url = "https://files.pythonhosted.org/packages/da/92/1446574745d74df0c92e6aa4a7b0b3130706a4142b2d1a5869f2eaa423c6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65", size = 829923, upload-time = "2025-09-25T21:32:54.537Z" }, - { url = "https://files.pythonhosted.org/packages/f0/7a/1c7270340330e575b92f397352af856a8c06f230aa3e76f86b39d01b416a/pyyaml-6.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9", size = 174062, upload-time = "2025-09-25T21:32:55.767Z" }, - { url = "https://files.pythonhosted.org/packages/f1/12/de94a39c2ef588c7e6455cfbe7343d3b2dc9d6b6b2f40c4c6565744c873d/pyyaml-6.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b", size = 149341, upload-time = "2025-09-25T21:32:56.828Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/05/8e/961c0007c59b8dd7729d542c61a4d537767a59645b82a0b521206e1e25c2/pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f", size = 130960 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f4/a0/39350dd17dd6d6c6507025c0e53aef67a9293a6d37d3511f23ea510d5800/pyyaml-6.0.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:214ed4befebe12df36bcc8bc2b64b396ca31be9304b8f59e25c11cf94a4c033b", size = 184227 }, + { url = "https://files.pythonhosted.org/packages/05/14/52d505b5c59ce73244f59c7a50ecf47093ce4765f116cdb98286a71eeca2/pyyaml-6.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:02ea2dfa234451bbb8772601d7b8e426c2bfa197136796224e50e35a78777956", size = 174019 }, + { url = "https://files.pythonhosted.org/packages/43/f7/0e6a5ae5599c838c696adb4e6330a59f463265bfa1e116cfd1fbb0abaaae/pyyaml-6.0.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b30236e45cf30d2b8e7b3e85881719e98507abed1011bf463a8fa23e9c3e98a8", size = 740646 }, + { url = "https://files.pythonhosted.org/packages/2f/3a/61b9db1d28f00f8fd0ae760459a5c4bf1b941baf714e207b6eb0657d2578/pyyaml-6.0.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:66291b10affd76d76f54fad28e22e51719ef9ba22b29e1d7d03d6777a9174198", size = 840793 }, + { url = "https://files.pythonhosted.org/packages/7a/1e/7acc4f0e74c4b3d9531e24739e0ab832a5edf40e64fbae1a9c01941cabd7/pyyaml-6.0.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9c7708761fccb9397fe64bbc0395abcae8c4bf7b0eac081e12b809bf47700d0b", size = 770293 }, + { url = "https://files.pythonhosted.org/packages/8b/ef/abd085f06853af0cd59fa5f913d61a8eab65d7639ff2a658d18a25d6a89d/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:418cf3f2111bc80e0933b2cd8cd04f286338bb88bdc7bc8e6dd775ebde60b5e0", size = 732872 }, + { url = "https://files.pythonhosted.org/packages/1f/15/2bc9c8faf6450a8b3c9fc5448ed869c599c0a74ba2669772b1f3a0040180/pyyaml-6.0.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5e0b74767e5f8c593e8c9b5912019159ed0533c70051e9cce3e8b6aa699fcd69", size = 758828 }, + { url = "https://files.pythonhosted.org/packages/a3/00/531e92e88c00f4333ce359e50c19b8d1de9fe8d581b1534e35ccfbc5f393/pyyaml-6.0.3-cp310-cp310-win32.whl", hash = "sha256:28c8d926f98f432f88adc23edf2e6d4921ac26fb084b028c733d01868d19007e", size = 142415 }, + { url = "https://files.pythonhosted.org/packages/2a/fa/926c003379b19fca39dd4634818b00dec6c62d87faf628d1394e137354d4/pyyaml-6.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:bdb2c67c6c1390b63c6ff89f210c8fd09d9a1217a465701eac7316313c915e4c", size = 158561 }, + { url = "https://files.pythonhosted.org/packages/6d/16/a95b6757765b7b031c9374925bb718d55e0a9ba8a1b6a12d25962ea44347/pyyaml-6.0.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e", size = 185826 }, + { url = "https://files.pythonhosted.org/packages/16/19/13de8e4377ed53079ee996e1ab0a9c33ec2faf808a4647b7b4c0d46dd239/pyyaml-6.0.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824", size = 175577 }, + { url = "https://files.pythonhosted.org/packages/0c/62/d2eb46264d4b157dae1275b573017abec435397aa59cbcdab6fc978a8af4/pyyaml-6.0.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c", size = 775556 }, + { url = "https://files.pythonhosted.org/packages/10/cb/16c3f2cf3266edd25aaa00d6c4350381c8b012ed6f5276675b9eba8d9ff4/pyyaml-6.0.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00", size = 882114 }, + { url = "https://files.pythonhosted.org/packages/71/60/917329f640924b18ff085ab889a11c763e0b573da888e8404ff486657602/pyyaml-6.0.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d", size = 806638 }, + { url = "https://files.pythonhosted.org/packages/dd/6f/529b0f316a9fd167281a6c3826b5583e6192dba792dd55e3203d3f8e655a/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a", size = 767463 }, + { url = "https://files.pythonhosted.org/packages/f2/6a/b627b4e0c1dd03718543519ffb2f1deea4a1e6d42fbab8021936a4d22589/pyyaml-6.0.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4", size = 794986 }, + { url = "https://files.pythonhosted.org/packages/45/91/47a6e1c42d9ee337c4839208f30d9f09caa9f720ec7582917b264defc875/pyyaml-6.0.3-cp311-cp311-win32.whl", hash = "sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b", size = 142543 }, + { url = "https://files.pythonhosted.org/packages/da/e3/ea007450a105ae919a72393cb06f122f288ef60bba2dc64b26e2646fa315/pyyaml-6.0.3-cp311-cp311-win_amd64.whl", hash = "sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf", size = 158763 }, + { url = "https://files.pythonhosted.org/packages/d1/33/422b98d2195232ca1826284a76852ad5a86fe23e31b009c9886b2d0fb8b2/pyyaml-6.0.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196", size = 182063 }, + { url = "https://files.pythonhosted.org/packages/89/a0/6cf41a19a1f2f3feab0e9c0b74134aa2ce6849093d5517a0c550fe37a648/pyyaml-6.0.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0", size = 173973 }, + { url = "https://files.pythonhosted.org/packages/ed/23/7a778b6bd0b9a8039df8b1b1d80e2e2ad78aa04171592c8a5c43a56a6af4/pyyaml-6.0.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28", size = 775116 }, + { url = "https://files.pythonhosted.org/packages/65/30/d7353c338e12baef4ecc1b09e877c1970bd3382789c159b4f89d6a70dc09/pyyaml-6.0.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c", size = 844011 }, + { url = "https://files.pythonhosted.org/packages/8b/9d/b3589d3877982d4f2329302ef98a8026e7f4443c765c46cfecc8858c6b4b/pyyaml-6.0.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc", size = 807870 }, + { url = "https://files.pythonhosted.org/packages/05/c0/b3be26a015601b822b97d9149ff8cb5ead58c66f981e04fedf4e762f4bd4/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e", size = 761089 }, + { url = "https://files.pythonhosted.org/packages/be/8e/98435a21d1d4b46590d5459a22d88128103f8da4c2d4cb8f14f2a96504e1/pyyaml-6.0.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea", size = 790181 }, + { url = "https://files.pythonhosted.org/packages/74/93/7baea19427dcfbe1e5a372d81473250b379f04b1bd3c4c5ff825e2327202/pyyaml-6.0.3-cp312-cp312-win32.whl", hash = "sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5", size = 137658 }, + { url = "https://files.pythonhosted.org/packages/86/bf/899e81e4cce32febab4fb42bb97dcdf66bc135272882d1987881a4b519e9/pyyaml-6.0.3-cp312-cp312-win_amd64.whl", hash = "sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b", size = 154003 }, + { url = "https://files.pythonhosted.org/packages/1a/08/67bd04656199bbb51dbed1439b7f27601dfb576fb864099c7ef0c3e55531/pyyaml-6.0.3-cp312-cp312-win_arm64.whl", hash = "sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd", size = 140344 }, + { url = "https://files.pythonhosted.org/packages/d1/11/0fd08f8192109f7169db964b5707a2f1e8b745d4e239b784a5a1dd80d1db/pyyaml-6.0.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:8da9669d359f02c0b91ccc01cac4a67f16afec0dac22c2ad09f46bee0697eba8", size = 181669 }, + { url = "https://files.pythonhosted.org/packages/b1/16/95309993f1d3748cd644e02e38b75d50cbc0d9561d21f390a76242ce073f/pyyaml-6.0.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:2283a07e2c21a2aa78d9c4442724ec1eb15f5e42a723b99cb3d822d48f5f7ad1", size = 173252 }, + { url = "https://files.pythonhosted.org/packages/50/31/b20f376d3f810b9b2371e72ef5adb33879b25edb7a6d072cb7ca0c486398/pyyaml-6.0.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:ee2922902c45ae8ccada2c5b501ab86c36525b883eff4255313a253a3160861c", size = 767081 }, + { url = "https://files.pythonhosted.org/packages/49/1e/a55ca81e949270d5d4432fbbd19dfea5321eda7c41a849d443dc92fd1ff7/pyyaml-6.0.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a33284e20b78bd4a18c8c2282d549d10bc8408a2a7ff57653c0cf0b9be0afce5", size = 841159 }, + { url = "https://files.pythonhosted.org/packages/74/27/e5b8f34d02d9995b80abcef563ea1f8b56d20134d8f4e5e81733b1feceb2/pyyaml-6.0.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0f29edc409a6392443abf94b9cf89ce99889a1dd5376d94316ae5145dfedd5d6", size = 801626 }, + { url = "https://files.pythonhosted.org/packages/f9/11/ba845c23988798f40e52ba45f34849aa8a1f2d4af4b798588010792ebad6/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:f7057c9a337546edc7973c0d3ba84ddcdf0daa14533c2065749c9075001090e6", size = 753613 }, + { url = "https://files.pythonhosted.org/packages/3d/e0/7966e1a7bfc0a45bf0a7fb6b98ea03fc9b8d84fa7f2229e9659680b69ee3/pyyaml-6.0.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eda16858a3cab07b80edaf74336ece1f986ba330fdb8ee0d6c0d68fe82bc96be", size = 794115 }, + { url = "https://files.pythonhosted.org/packages/de/94/980b50a6531b3019e45ddeada0626d45fa85cbe22300844a7983285bed3b/pyyaml-6.0.3-cp313-cp313-win32.whl", hash = "sha256:d0eae10f8159e8fdad514efdc92d74fd8d682c933a6dd088030f3834bc8e6b26", size = 137427 }, + { url = "https://files.pythonhosted.org/packages/97/c9/39d5b874e8b28845e4ec2202b5da735d0199dbe5b8fb85f91398814a9a46/pyyaml-6.0.3-cp313-cp313-win_amd64.whl", hash = "sha256:79005a0d97d5ddabfeeea4cf676af11e647e41d81c9a7722a193022accdb6b7c", size = 154090 }, + { url = "https://files.pythonhosted.org/packages/73/e8/2bdf3ca2090f68bb3d75b44da7bbc71843b19c9f2b9cb9b0f4ab7a5a4329/pyyaml-6.0.3-cp313-cp313-win_arm64.whl", hash = "sha256:5498cd1645aa724a7c71c8f378eb29ebe23da2fc0d7a08071d89469bf1d2defb", size = 140246 }, + { url = "https://files.pythonhosted.org/packages/9d/8c/f4bd7f6465179953d3ac9bc44ac1a8a3e6122cf8ada906b4f96c60172d43/pyyaml-6.0.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:8d1fab6bb153a416f9aeb4b8763bc0f22a5586065f86f7664fc23339fc1c1fac", size = 181814 }, + { url = "https://files.pythonhosted.org/packages/bd/9c/4d95bb87eb2063d20db7b60faa3840c1b18025517ae857371c4dd55a6b3a/pyyaml-6.0.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:34d5fcd24b8445fadc33f9cf348c1047101756fd760b4dacb5c3e99755703310", size = 173809 }, + { url = "https://files.pythonhosted.org/packages/92/b5/47e807c2623074914e29dabd16cbbdd4bf5e9b2db9f8090fa64411fc5382/pyyaml-6.0.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:501a031947e3a9025ed4405a168e6ef5ae3126c59f90ce0cd6f2bfc477be31b7", size = 766454 }, + { url = "https://files.pythonhosted.org/packages/02/9e/e5e9b168be58564121efb3de6859c452fccde0ab093d8438905899a3a483/pyyaml-6.0.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:b3bc83488de33889877a0f2543ade9f70c67d66d9ebb4ac959502e12de895788", size = 836355 }, + { url = "https://files.pythonhosted.org/packages/88/f9/16491d7ed2a919954993e48aa941b200f38040928474c9e85ea9e64222c3/pyyaml-6.0.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c458b6d084f9b935061bc36216e8a69a7e293a2f1e68bf956dcd9e6cbcd143f5", size = 794175 }, + { url = "https://files.pythonhosted.org/packages/dd/3f/5989debef34dc6397317802b527dbbafb2b4760878a53d4166579111411e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7c6610def4f163542a622a73fb39f534f8c101d690126992300bf3207eab9764", size = 755228 }, + { url = "https://files.pythonhosted.org/packages/d7/ce/af88a49043cd2e265be63d083fc75b27b6ed062f5f9fd6cdc223ad62f03e/pyyaml-6.0.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:5190d403f121660ce8d1d2c1bb2ef1bd05b5f68533fc5c2ea899bd15f4399b35", size = 789194 }, + { url = "https://files.pythonhosted.org/packages/23/20/bb6982b26a40bb43951265ba29d4c246ef0ff59c9fdcdf0ed04e0687de4d/pyyaml-6.0.3-cp314-cp314-win_amd64.whl", hash = "sha256:4a2e8cebe2ff6ab7d1050ecd59c25d4c8bd7e6f400f5f82b96557ac0abafd0ac", size = 156429 }, + { url = "https://files.pythonhosted.org/packages/f4/f4/a4541072bb9422c8a883ab55255f918fa378ecf083f5b85e87fc2b4eda1b/pyyaml-6.0.3-cp314-cp314-win_arm64.whl", hash = "sha256:93dda82c9c22deb0a405ea4dc5f2d0cda384168e466364dec6255b293923b2f3", size = 143912 }, + { url = "https://files.pythonhosted.org/packages/7c/f9/07dd09ae774e4616edf6cda684ee78f97777bdd15847253637a6f052a62f/pyyaml-6.0.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:02893d100e99e03eda1c8fd5c441d8c60103fd175728e23e431db1b589cf5ab3", size = 189108 }, + { url = "https://files.pythonhosted.org/packages/4e/78/8d08c9fb7ce09ad8c38ad533c1191cf27f7ae1effe5bb9400a46d9437fcf/pyyaml-6.0.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:c1ff362665ae507275af2853520967820d9124984e0f7466736aea23d8611fba", size = 183641 }, + { url = "https://files.pythonhosted.org/packages/7b/5b/3babb19104a46945cf816d047db2788bcaf8c94527a805610b0289a01c6b/pyyaml-6.0.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6adc77889b628398debc7b65c073bcb99c4a0237b248cacaf3fe8a557563ef6c", size = 831901 }, + { url = "https://files.pythonhosted.org/packages/8b/cc/dff0684d8dc44da4d22a13f35f073d558c268780ce3c6ba1b87055bb0b87/pyyaml-6.0.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:a80cb027f6b349846a3bf6d73b5e95e782175e52f22108cfa17876aaeff93702", size = 861132 }, + { url = "https://files.pythonhosted.org/packages/b1/5e/f77dc6b9036943e285ba76b49e118d9ea929885becb0a29ba8a7c75e29fe/pyyaml-6.0.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:00c4bdeba853cc34e7dd471f16b4114f4162dc03e6b7afcc2128711f0eca823c", size = 839261 }, + { url = "https://files.pythonhosted.org/packages/ce/88/a9db1376aa2a228197c58b37302f284b5617f56a5d959fd1763fb1675ce6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:66e1674c3ef6f541c35191caae2d429b967b99e02040f5ba928632d9a7f0f065", size = 805272 }, + { url = "https://files.pythonhosted.org/packages/da/92/1446574745d74df0c92e6aa4a7b0b3130706a4142b2d1a5869f2eaa423c6/pyyaml-6.0.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:16249ee61e95f858e83976573de0f5b2893b3677ba71c9dd36b9cf8be9ac6d65", size = 829923 }, + { url = "https://files.pythonhosted.org/packages/f0/7a/1c7270340330e575b92f397352af856a8c06f230aa3e76f86b39d01b416a/pyyaml-6.0.3-cp314-cp314t-win_amd64.whl", hash = "sha256:4ad1906908f2f5ae4e5a8ddfce73c320c2a1429ec52eafd27138b7f1cbe341c9", size = 174062 }, + { url = "https://files.pythonhosted.org/packages/f1/12/de94a39c2ef588c7e6455cfbe7343d3b2dc9d6b6b2f40c4c6565744c873d/pyyaml-6.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b", size = 149341 }, ] [[package]] @@ -4919,9 +4907,9 @@ dependencies = [ { name = "pydantic", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "urllib3", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/79/8b/76c7d325e11d97cb8eb5e261c3759e9ed6664735afbf32fdded5b580690c/qdrant_client-1.15.1.tar.gz", hash = "sha256:631f1f3caebfad0fd0c1fba98f41be81d9962b7bf3ca653bed3b727c0e0cbe0e", size = 295297, upload-time = "2025-07-31T19:35:19.627Z" } +sdist = { url = "https://files.pythonhosted.org/packages/79/8b/76c7d325e11d97cb8eb5e261c3759e9ed6664735afbf32fdded5b580690c/qdrant_client-1.15.1.tar.gz", hash = "sha256:631f1f3caebfad0fd0c1fba98f41be81d9962b7bf3ca653bed3b727c0e0cbe0e", size = 295297 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ef/33/d8df6a2b214ffbe4138db9a1efe3248f67dc3c671f82308bea1582ecbbb7/qdrant_client-1.15.1-py3-none-any.whl", hash = "sha256:2b975099b378382f6ca1cfb43f0d59e541be6e16a5892f282a4b8de7eff5cb63", size = 337331, upload-time = "2025-07-31T19:35:17.539Z" }, + { url = "https://files.pythonhosted.org/packages/ef/33/d8df6a2b214ffbe4138db9a1efe3248f67dc3c671f82308bea1582ecbbb7/qdrant_client-1.15.1-py3-none-any.whl", hash = "sha256:2b975099b378382f6ca1cfb43f0d59e541be6e16a5892f282a4b8de7eff5cb63", size = 337331 }, ] [[package]] @@ -4931,9 +4919,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "async-timeout", marker = "(python_full_version < '3.11.3' and sys_platform == 'darwin') or (python_full_version < '3.11.3' and sys_platform == 'linux') or (python_full_version < '3.11.3' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0d/d6/e8b92798a5bd67d659d51a18170e91c16ac3b59738d91894651ee255ed49/redis-6.4.0.tar.gz", hash = "sha256:b01bc7282b8444e28ec36b261df5375183bb47a07eb9c603f284e89cbc5ef010", size = 4647399, upload-time = "2025-08-07T08:10:11.441Z" } +sdist = { url = "https://files.pythonhosted.org/packages/0d/d6/e8b92798a5bd67d659d51a18170e91c16ac3b59738d91894651ee255ed49/redis-6.4.0.tar.gz", hash = "sha256:b01bc7282b8444e28ec36b261df5375183bb47a07eb9c603f284e89cbc5ef010", size = 4647399 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e8/02/89e2ed7e85db6c93dfa9e8f691c5087df4e3551ab39081a4d7c6d1f90e05/redis-6.4.0-py3-none-any.whl", hash = "sha256:f0544fa9604264e9464cdf4814e7d4830f74b165d52f2a330a760a88dd248b7f", size = 279847, upload-time = "2025-08-07T08:10:09.84Z" }, + { url = "https://files.pythonhosted.org/packages/e8/02/89e2ed7e85db6c93dfa9e8f691c5087df4e3551ab39081a4d7c6d1f90e05/redis-6.4.0-py3-none-any.whl", hash = "sha256:f0544fa9604264e9464cdf4814e7d4830f74b165d52f2a330a760a88dd248b7f", size = 279847 }, ] [[package]] @@ -4951,9 +4939,9 @@ dependencies = [ { name = "redis", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "tenacity", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/3a/09/a7b78562477fee5ba3def1b16a59870c51432b0e0b5d233f878446215b6d/redisvl-0.10.0.tar.gz", hash = "sha256:5791587f4e82a1b409af0cfbd66592edce7a746797e699a1af52507e3d90dffd", size = 610498, upload-time = "2025-10-16T18:42:47.95Z" } +sdist = { url = "https://files.pythonhosted.org/packages/3a/09/a7b78562477fee5ba3def1b16a59870c51432b0e0b5d233f878446215b6d/redisvl-0.10.0.tar.gz", hash = "sha256:5791587f4e82a1b409af0cfbd66592edce7a746797e699a1af52507e3d90dffd", size = 610498 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a5/15/0cb1a430fabd330c16fb6a16287743c769c0d7c674db48daa57efda2269c/redisvl-0.10.0-py3-none-any.whl", hash = "sha256:dfc0c3e3226d30fc69a9fe3ee3c3fae17c49155ea1deb1a81e905b254a4c703c", size = 161447, upload-time = "2025-10-16T18:42:46.54Z" }, + { url = "https://files.pythonhosted.org/packages/a5/15/0cb1a430fabd330c16fb6a16287743c769c0d7c674db48daa57efda2269c/redisvl-0.10.0-py3-none-any.whl", hash = "sha256:dfc0c3e3226d30fc69a9fe3ee3c3fae17c49155ea1deb1a81e905b254a4c703c", size = 161447 }, ] [[package]] @@ -4965,116 +4953,116 @@ dependencies = [ { name = "rpds-py", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/22/f5/df4e9027acead3ecc63e50fe1e36aca1523e1719559c499951bb4b53188f/referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8", size = 78036, upload-time = "2025-10-13T15:30:48.871Z" } +sdist = { url = "https://files.pythonhosted.org/packages/22/f5/df4e9027acead3ecc63e50fe1e36aca1523e1719559c499951bb4b53188f/referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8", size = 78036 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231", size = 26766, upload-time = "2025-10-13T15:30:47.625Z" }, + { url = "https://files.pythonhosted.org/packages/2c/58/ca301544e1fa93ed4f80d724bf5b194f6e4b945841c5bfd555878eea9fcb/referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231", size = 26766 }, ] [[package]] name = "regex" version = "2025.11.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/cc/a9/546676f25e573a4cf00fe8e119b78a37b6a8fe2dc95cda877b30889c9c45/regex-2025.11.3.tar.gz", hash = "sha256:1fedc720f9bb2494ce31a58a1631f9c82df6a09b49c19517ea5cc280b4541e01", size = 414669, upload-time = "2025-11-03T21:34:22.089Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/8a/d6/d788d52da01280a30a3f6268aef2aa71043bff359c618fea4c5b536654d5/regex-2025.11.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2b441a4ae2c8049106e8b39973bfbddfb25a179dda2bdb99b0eeb60c40a6a3af", size = 488087, upload-time = "2025-11-03T21:30:47.317Z" }, - { url = "https://files.pythonhosted.org/packages/69/39/abec3bd688ec9bbea3562de0fd764ff802976185f5ff22807bf0a2697992/regex-2025.11.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2fa2eed3f76677777345d2f81ee89f5de2f5745910e805f7af7386a920fa7313", size = 290544, upload-time = "2025-11-03T21:30:49.912Z" }, - { url = "https://files.pythonhosted.org/packages/39/b3/9a231475d5653e60002508f41205c61684bb2ffbf2401351ae2186897fc4/regex-2025.11.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d8b4a27eebd684319bdf473d39f1d79eed36bf2cd34bd4465cdb4618d82b3d56", size = 288408, upload-time = "2025-11-03T21:30:51.344Z" }, - { url = "https://files.pythonhosted.org/packages/c3/c5/1929a0491bd5ac2d1539a866768b88965fa8c405f3e16a8cef84313098d6/regex-2025.11.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5cf77eac15bd264986c4a2c63353212c095b40f3affb2bc6b4ef80c4776c1a28", size = 781584, upload-time = "2025-11-03T21:30:52.596Z" }, - { url = "https://files.pythonhosted.org/packages/ce/fd/16aa16cf5d497ef727ec966f74164fbe75d6516d3d58ac9aa989bc9cdaad/regex-2025.11.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b7f9ee819f94c6abfa56ec7b1dbab586f41ebbdc0a57e6524bd5e7f487a878c7", size = 850733, upload-time = "2025-11-03T21:30:53.825Z" }, - { url = "https://files.pythonhosted.org/packages/e6/49/3294b988855a221cb6565189edf5dc43239957427df2d81d4a6b15244f64/regex-2025.11.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:838441333bc90b829406d4a03cb4b8bf7656231b84358628b0406d803931ef32", size = 898691, upload-time = "2025-11-03T21:30:55.575Z" }, - { url = "https://files.pythonhosted.org/packages/14/62/b56d29e70b03666193369bdbdedfdc23946dbe9f81dd78ce262c74d988ab/regex-2025.11.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cfe6d3f0c9e3b7e8c0c694b24d25e677776f5ca26dce46fd6b0489f9c8339391", size = 791662, upload-time = "2025-11-03T21:30:57.262Z" }, - { url = "https://files.pythonhosted.org/packages/15/fc/e4c31d061eced63fbf1ce9d853975f912c61a7d406ea14eda2dd355f48e7/regex-2025.11.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2ab815eb8a96379a27c3b6157fcb127c8f59c36f043c1678110cea492868f1d5", size = 782587, upload-time = "2025-11-03T21:30:58.788Z" }, - { url = "https://files.pythonhosted.org/packages/b2/bb/5e30c7394bcf63f0537121c23e796be67b55a8847c3956ae6068f4c70702/regex-2025.11.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:728a9d2d173a65b62bdc380b7932dd8e74ed4295279a8fe1021204ce210803e7", size = 774709, upload-time = "2025-11-03T21:31:00.081Z" }, - { url = "https://files.pythonhosted.org/packages/c5/c4/fce773710af81b0cb37cb4ff0947e75d5d17dee304b93d940b87a67fc2f4/regex-2025.11.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:509dc827f89c15c66a0c216331260d777dd6c81e9a4e4f830e662b0bb296c313", size = 845773, upload-time = "2025-11-03T21:31:01.583Z" }, - { url = "https://files.pythonhosted.org/packages/7b/5e/9466a7ec4b8ec282077095c6eb50a12a389d2e036581134d4919e8ca518c/regex-2025.11.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:849202cd789e5f3cf5dcc7822c34b502181b4824a65ff20ce82da5524e45e8e9", size = 836164, upload-time = "2025-11-03T21:31:03.244Z" }, - { url = "https://files.pythonhosted.org/packages/95/18/82980a60e8ed1594eb3c89eb814fb276ef51b9af7caeab1340bfd8564af6/regex-2025.11.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b6f78f98741dcc89607c16b1e9426ee46ce4bf31ac5e6b0d40e81c89f3481ea5", size = 779832, upload-time = "2025-11-03T21:31:04.876Z" }, - { url = "https://files.pythonhosted.org/packages/03/cc/90ab0fdbe6dce064a42015433f9152710139fb04a8b81b4fb57a1cb63ffa/regex-2025.11.3-cp310-cp310-win32.whl", hash = "sha256:149eb0bba95231fb4f6d37c8f760ec9fa6fabf65bab555e128dde5f2475193ec", size = 265802, upload-time = "2025-11-03T21:31:06.581Z" }, - { url = "https://files.pythonhosted.org/packages/34/9d/e9e8493a85f3b1ddc4a5014465f5c2b78c3ea1cbf238dcfde78956378041/regex-2025.11.3-cp310-cp310-win_amd64.whl", hash = "sha256:ee3a83ce492074c35a74cc76cf8235d49e77b757193a5365ff86e3f2f93db9fd", size = 277722, upload-time = "2025-11-03T21:31:08.144Z" }, - { url = "https://files.pythonhosted.org/packages/15/c4/b54b24f553966564506dbf873a3e080aef47b356a3b39b5d5aba992b50db/regex-2025.11.3-cp310-cp310-win_arm64.whl", hash = "sha256:38af559ad934a7b35147716655d4a2f79fcef2d695ddfe06a06ba40ae631fa7e", size = 270289, upload-time = "2025-11-03T21:31:10.267Z" }, - { url = "https://files.pythonhosted.org/packages/f7/90/4fb5056e5f03a7048abd2b11f598d464f0c167de4f2a51aa868c376b8c70/regex-2025.11.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:eadade04221641516fa25139273505a1c19f9bf97589a05bc4cfcd8b4a618031", size = 488081, upload-time = "2025-11-03T21:31:11.946Z" }, - { url = "https://files.pythonhosted.org/packages/85/23/63e481293fac8b069d84fba0299b6666df720d875110efd0338406b5d360/regex-2025.11.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:feff9e54ec0dd3833d659257f5c3f5322a12eee58ffa360984b716f8b92983f4", size = 290554, upload-time = "2025-11-03T21:31:13.387Z" }, - { url = "https://files.pythonhosted.org/packages/2b/9d/b101d0262ea293a0066b4522dfb722eb6a8785a8c3e084396a5f2c431a46/regex-2025.11.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3b30bc921d50365775c09a7ed446359e5c0179e9e2512beec4a60cbcef6ddd50", size = 288407, upload-time = "2025-11-03T21:31:14.809Z" }, - { url = "https://files.pythonhosted.org/packages/0c/64/79241c8209d5b7e00577ec9dca35cd493cc6be35b7d147eda367d6179f6d/regex-2025.11.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f99be08cfead2020c7ca6e396c13543baea32343b7a9a5780c462e323bd8872f", size = 793418, upload-time = "2025-11-03T21:31:16.556Z" }, - { url = "https://files.pythonhosted.org/packages/3d/e2/23cd5d3573901ce8f9757c92ca4db4d09600b865919b6d3e7f69f03b1afd/regex-2025.11.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6dd329a1b61c0ee95ba95385fb0c07ea0d3fe1a21e1349fa2bec272636217118", size = 860448, upload-time = "2025-11-03T21:31:18.12Z" }, - { url = "https://files.pythonhosted.org/packages/2a/4c/aecf31beeaa416d0ae4ecb852148d38db35391aac19c687b5d56aedf3a8b/regex-2025.11.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4c5238d32f3c5269d9e87be0cf096437b7622b6920f5eac4fd202468aaeb34d2", size = 907139, upload-time = "2025-11-03T21:31:20.753Z" }, - { url = "https://files.pythonhosted.org/packages/61/22/b8cb00df7d2b5e0875f60628594d44dba283e951b1ae17c12f99e332cc0a/regex-2025.11.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:10483eefbfb0adb18ee9474498c9a32fcf4e594fbca0543bb94c48bac6183e2e", size = 800439, upload-time = "2025-11-03T21:31:22.069Z" }, - { url = "https://files.pythonhosted.org/packages/02/a8/c4b20330a5cdc7a8eb265f9ce593f389a6a88a0c5f280cf4d978f33966bc/regex-2025.11.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:78c2d02bb6e1da0720eedc0bad578049cad3f71050ef8cd065ecc87691bed2b0", size = 782965, upload-time = "2025-11-03T21:31:23.598Z" }, - { url = "https://files.pythonhosted.org/packages/b4/4c/ae3e52988ae74af4b04d2af32fee4e8077f26e51b62ec2d12d246876bea2/regex-2025.11.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e6b49cd2aad93a1790ce9cffb18964f6d3a4b0b3dbdbd5de094b65296fce6e58", size = 854398, upload-time = "2025-11-03T21:31:25.008Z" }, - { url = "https://files.pythonhosted.org/packages/06/d1/a8b9cf45874eda14b2e275157ce3b304c87e10fb38d9fc26a6e14eb18227/regex-2025.11.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:885b26aa3ee56433b630502dc3d36ba78d186a00cc535d3806e6bfd9ed3c70ab", size = 845897, upload-time = "2025-11-03T21:31:26.427Z" }, - { url = "https://files.pythonhosted.org/packages/ea/fe/1830eb0236be93d9b145e0bd8ab499f31602fe0999b1f19e99955aa8fe20/regex-2025.11.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ddd76a9f58e6a00f8772e72cff8ebcff78e022be95edf018766707c730593e1e", size = 788906, upload-time = "2025-11-03T21:31:28.078Z" }, - { url = "https://files.pythonhosted.org/packages/66/47/dc2577c1f95f188c1e13e2e69d8825a5ac582ac709942f8a03af42ed6e93/regex-2025.11.3-cp311-cp311-win32.whl", hash = "sha256:3e816cc9aac1cd3cc9a4ec4d860f06d40f994b5c7b4d03b93345f44e08cc68bf", size = 265812, upload-time = "2025-11-03T21:31:29.72Z" }, - { url = "https://files.pythonhosted.org/packages/50/1e/15f08b2f82a9bbb510621ec9042547b54d11e83cb620643ebb54e4eb7d71/regex-2025.11.3-cp311-cp311-win_amd64.whl", hash = "sha256:087511f5c8b7dfbe3a03f5d5ad0c2a33861b1fc387f21f6f60825a44865a385a", size = 277737, upload-time = "2025-11-03T21:31:31.422Z" }, - { url = "https://files.pythonhosted.org/packages/f4/fc/6500eb39f5f76c5e47a398df82e6b535a5e345f839581012a418b16f9cc3/regex-2025.11.3-cp311-cp311-win_arm64.whl", hash = "sha256:1ff0d190c7f68ae7769cd0313fe45820ba07ffebfddfaa89cc1eb70827ba0ddc", size = 270290, upload-time = "2025-11-03T21:31:33.041Z" }, - { url = "https://files.pythonhosted.org/packages/e8/74/18f04cb53e58e3fb107439699bd8375cf5a835eec81084e0bddbd122e4c2/regex-2025.11.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:bc8ab71e2e31b16e40868a40a69007bc305e1109bd4658eb6cad007e0bf67c41", size = 489312, upload-time = "2025-11-03T21:31:34.343Z" }, - { url = "https://files.pythonhosted.org/packages/78/3f/37fcdd0d2b1e78909108a876580485ea37c91e1acf66d3bb8e736348f441/regex-2025.11.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:22b29dda7e1f7062a52359fca6e58e548e28c6686f205e780b02ad8ef710de36", size = 291256, upload-time = "2025-11-03T21:31:35.675Z" }, - { url = "https://files.pythonhosted.org/packages/bf/26/0a575f58eb23b7ebd67a45fccbc02ac030b737b896b7e7a909ffe43ffd6a/regex-2025.11.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3a91e4a29938bc1a082cc28fdea44be420bf2bebe2665343029723892eb073e1", size = 288921, upload-time = "2025-11-03T21:31:37.07Z" }, - { url = "https://files.pythonhosted.org/packages/ea/98/6a8dff667d1af907150432cf5abc05a17ccd32c72a3615410d5365ac167a/regex-2025.11.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:08b884f4226602ad40c5d55f52bf91a9df30f513864e0054bad40c0e9cf1afb7", size = 798568, upload-time = "2025-11-03T21:31:38.784Z" }, - { url = "https://files.pythonhosted.org/packages/64/15/92c1db4fa4e12733dd5a526c2dd2b6edcbfe13257e135fc0f6c57f34c173/regex-2025.11.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3e0b11b2b2433d1c39c7c7a30e3f3d0aeeea44c2a8d0bae28f6b95f639927a69", size = 864165, upload-time = "2025-11-03T21:31:40.559Z" }, - { url = "https://files.pythonhosted.org/packages/f9/e7/3ad7da8cdee1ce66c7cd37ab5ab05c463a86ffeb52b1a25fe7bd9293b36c/regex-2025.11.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:87eb52a81ef58c7ba4d45c3ca74e12aa4b4e77816f72ca25258a85b3ea96cb48", size = 912182, upload-time = "2025-11-03T21:31:42.002Z" }, - { url = "https://files.pythonhosted.org/packages/84/bd/9ce9f629fcb714ffc2c3faf62b6766ecb7a585e1e885eb699bcf130a5209/regex-2025.11.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a12ab1f5c29b4e93db518f5e3872116b7e9b1646c9f9f426f777b50d44a09e8c", size = 803501, upload-time = "2025-11-03T21:31:43.815Z" }, - { url = "https://files.pythonhosted.org/packages/7c/0f/8dc2e4349d8e877283e6edd6c12bdcebc20f03744e86f197ab6e4492bf08/regex-2025.11.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7521684c8c7c4f6e88e35ec89680ee1aa8358d3f09d27dfbdf62c446f5d4c695", size = 787842, upload-time = "2025-11-03T21:31:45.353Z" }, - { url = "https://files.pythonhosted.org/packages/f9/73/cff02702960bc185164d5619c0c62a2f598a6abff6695d391b096237d4ab/regex-2025.11.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:7fe6e5440584e94cc4b3f5f4d98a25e29ca12dccf8873679a635638349831b98", size = 858519, upload-time = "2025-11-03T21:31:46.814Z" }, - { url = "https://files.pythonhosted.org/packages/61/83/0e8d1ae71e15bc1dc36231c90b46ee35f9d52fab2e226b0e039e7ea9c10a/regex-2025.11.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:8e026094aa12b43f4fd74576714e987803a315c76edb6b098b9809db5de58f74", size = 850611, upload-time = "2025-11-03T21:31:48.289Z" }, - { url = "https://files.pythonhosted.org/packages/c8/f5/70a5cdd781dcfaa12556f2955bf170cd603cb1c96a1827479f8faea2df97/regex-2025.11.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:435bbad13e57eb5606a68443af62bed3556de2f46deb9f7d4237bc2f1c9fb3a0", size = 789759, upload-time = "2025-11-03T21:31:49.759Z" }, - { url = "https://files.pythonhosted.org/packages/59/9b/7c29be7903c318488983e7d97abcf8ebd3830e4c956c4c540005fcfb0462/regex-2025.11.3-cp312-cp312-win32.whl", hash = "sha256:3839967cf4dc4b985e1570fd8d91078f0c519f30491c60f9ac42a8db039be204", size = 266194, upload-time = "2025-11-03T21:31:51.53Z" }, - { url = "https://files.pythonhosted.org/packages/1a/67/3b92df89f179d7c367be654ab5626ae311cb28f7d5c237b6bb976cd5fbbb/regex-2025.11.3-cp312-cp312-win_amd64.whl", hash = "sha256:e721d1b46e25c481dc5ded6f4b3f66c897c58d2e8cfdf77bbced84339108b0b9", size = 277069, upload-time = "2025-11-03T21:31:53.151Z" }, - { url = "https://files.pythonhosted.org/packages/d7/55/85ba4c066fe5094d35b249c3ce8df0ba623cfd35afb22d6764f23a52a1c5/regex-2025.11.3-cp312-cp312-win_arm64.whl", hash = "sha256:64350685ff08b1d3a6fff33f45a9ca183dc1d58bbfe4981604e70ec9801bbc26", size = 270330, upload-time = "2025-11-03T21:31:54.514Z" }, - { url = "https://files.pythonhosted.org/packages/e1/a7/dda24ebd49da46a197436ad96378f17df30ceb40e52e859fc42cac45b850/regex-2025.11.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:c1e448051717a334891f2b9a620fe36776ebf3dd8ec46a0b877c8ae69575feb4", size = 489081, upload-time = "2025-11-03T21:31:55.9Z" }, - { url = "https://files.pythonhosted.org/packages/19/22/af2dc751aacf88089836aa088a1a11c4f21a04707eb1b0478e8e8fb32847/regex-2025.11.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:9b5aca4d5dfd7fbfbfbdaf44850fcc7709a01146a797536a8f84952e940cca76", size = 291123, upload-time = "2025-11-03T21:31:57.758Z" }, - { url = "https://files.pythonhosted.org/packages/a3/88/1a3ea5672f4b0a84802ee9891b86743438e7c04eb0b8f8c4e16a42375327/regex-2025.11.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:04d2765516395cf7dda331a244a3282c0f5ae96075f728629287dfa6f76ba70a", size = 288814, upload-time = "2025-11-03T21:32:01.12Z" }, - { url = "https://files.pythonhosted.org/packages/fb/8c/f5987895bf42b8ddeea1b315c9fedcfe07cadee28b9c98cf50d00adcb14d/regex-2025.11.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d9903ca42bfeec4cebedba8022a7c97ad2aab22e09573ce9976ba01b65e4361", size = 798592, upload-time = "2025-11-03T21:32:03.006Z" }, - { url = "https://files.pythonhosted.org/packages/99/2a/6591ebeede78203fa77ee46a1c36649e02df9eaa77a033d1ccdf2fcd5d4e/regex-2025.11.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:639431bdc89d6429f6721625e8129413980ccd62e9d3f496be618a41d205f160", size = 864122, upload-time = "2025-11-03T21:32:04.553Z" }, - { url = "https://files.pythonhosted.org/packages/94/d6/be32a87cf28cf8ed064ff281cfbd49aefd90242a83e4b08b5a86b38e8eb4/regex-2025.11.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f117efad42068f9715677c8523ed2be1518116d1c49b1dd17987716695181efe", size = 912272, upload-time = "2025-11-03T21:32:06.148Z" }, - { url = "https://files.pythonhosted.org/packages/62/11/9bcef2d1445665b180ac7f230406ad80671f0fc2a6ffb93493b5dd8cd64c/regex-2025.11.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4aecb6f461316adf9f1f0f6a4a1a3d79e045f9b71ec76055a791affa3b285850", size = 803497, upload-time = "2025-11-03T21:32:08.162Z" }, - { url = "https://files.pythonhosted.org/packages/e5/a7/da0dc273d57f560399aa16d8a68ae7f9b57679476fc7ace46501d455fe84/regex-2025.11.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:3b3a5f320136873cc5561098dfab677eea139521cb9a9e8db98b7e64aef44cbc", size = 787892, upload-time = "2025-11-03T21:32:09.769Z" }, - { url = "https://files.pythonhosted.org/packages/da/4b/732a0c5a9736a0b8d6d720d4945a2f1e6f38f87f48f3173559f53e8d5d82/regex-2025.11.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:75fa6f0056e7efb1f42a1c34e58be24072cb9e61a601340cc1196ae92326a4f9", size = 858462, upload-time = "2025-11-03T21:32:11.769Z" }, - { url = "https://files.pythonhosted.org/packages/0c/f5/a2a03df27dc4c2d0c769220f5110ba8c4084b0bfa9ab0f9b4fcfa3d2b0fc/regex-2025.11.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:dbe6095001465294f13f1adcd3311e50dd84e5a71525f20a10bd16689c61ce0b", size = 850528, upload-time = "2025-11-03T21:32:13.906Z" }, - { url = "https://files.pythonhosted.org/packages/d6/09/e1cd5bee3841c7f6eb37d95ca91cdee7100b8f88b81e41c2ef426910891a/regex-2025.11.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:454d9b4ae7881afbc25015b8627c16d88a597479b9dea82b8c6e7e2e07240dc7", size = 789866, upload-time = "2025-11-03T21:32:15.748Z" }, - { url = "https://files.pythonhosted.org/packages/eb/51/702f5ea74e2a9c13d855a6a85b7f80c30f9e72a95493260193c07f3f8d74/regex-2025.11.3-cp313-cp313-win32.whl", hash = "sha256:28ba4d69171fc6e9896337d4fc63a43660002b7da53fc15ac992abcf3410917c", size = 266189, upload-time = "2025-11-03T21:32:17.493Z" }, - { url = "https://files.pythonhosted.org/packages/8b/00/6e29bb314e271a743170e53649db0fdb8e8ff0b64b4f425f5602f4eb9014/regex-2025.11.3-cp313-cp313-win_amd64.whl", hash = "sha256:bac4200befe50c670c405dc33af26dad5a3b6b255dd6c000d92fe4629f9ed6a5", size = 277054, upload-time = "2025-11-03T21:32:19.042Z" }, - { url = "https://files.pythonhosted.org/packages/25/f1/b156ff9f2ec9ac441710764dda95e4edaf5f36aca48246d1eea3f1fd96ec/regex-2025.11.3-cp313-cp313-win_arm64.whl", hash = "sha256:2292cd5a90dab247f9abe892ac584cb24f0f54680c73fcb4a7493c66c2bf2467", size = 270325, upload-time = "2025-11-03T21:32:21.338Z" }, - { url = "https://files.pythonhosted.org/packages/20/28/fd0c63357caefe5680b8ea052131acbd7f456893b69cc2a90cc3e0dc90d4/regex-2025.11.3-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:1eb1ebf6822b756c723e09f5186473d93236c06c579d2cc0671a722d2ab14281", size = 491984, upload-time = "2025-11-03T21:32:23.466Z" }, - { url = "https://files.pythonhosted.org/packages/df/ec/7014c15626ab46b902b3bcc4b28a7bae46d8f281fc7ea9c95e22fcaaa917/regex-2025.11.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:1e00ec2970aab10dc5db34af535f21fcf32b4a31d99e34963419636e2f85ae39", size = 292673, upload-time = "2025-11-03T21:32:25.034Z" }, - { url = "https://files.pythonhosted.org/packages/23/ab/3b952ff7239f20d05f1f99e9e20188513905f218c81d52fb5e78d2bf7634/regex-2025.11.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:a4cb042b615245d5ff9b3794f56be4138b5adc35a4166014d31d1814744148c7", size = 291029, upload-time = "2025-11-03T21:32:26.528Z" }, - { url = "https://files.pythonhosted.org/packages/21/7e/3dc2749fc684f455f162dcafb8a187b559e2614f3826877d3844a131f37b/regex-2025.11.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:44f264d4bf02f3176467d90b294d59bf1db9fe53c141ff772f27a8b456b2a9ed", size = 807437, upload-time = "2025-11-03T21:32:28.363Z" }, - { url = "https://files.pythonhosted.org/packages/1b/0b/d529a85ab349c6a25d1ca783235b6e3eedf187247eab536797021f7126c6/regex-2025.11.3-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7be0277469bf3bd7a34a9c57c1b6a724532a0d235cd0dc4e7f4316f982c28b19", size = 873368, upload-time = "2025-11-03T21:32:30.4Z" }, - { url = "https://files.pythonhosted.org/packages/7d/18/2d868155f8c9e3e9d8f9e10c64e9a9f496bb8f7e037a88a8bed26b435af6/regex-2025.11.3-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0d31e08426ff4b5b650f68839f5af51a92a5b51abd8554a60c2fbc7c71f25d0b", size = 914921, upload-time = "2025-11-03T21:32:32.123Z" }, - { url = "https://files.pythonhosted.org/packages/2d/71/9d72ff0f354fa783fe2ba913c8734c3b433b86406117a8db4ea2bf1c7a2f/regex-2025.11.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e43586ce5bd28f9f285a6e729466841368c4a0353f6fd08d4ce4630843d3648a", size = 812708, upload-time = "2025-11-03T21:32:34.305Z" }, - { url = "https://files.pythonhosted.org/packages/e7/19/ce4bf7f5575c97f82b6e804ffb5c4e940c62609ab2a0d9538d47a7fdf7d4/regex-2025.11.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:0f9397d561a4c16829d4e6ff75202c1c08b68a3bdbfe29dbfcdb31c9830907c6", size = 795472, upload-time = "2025-11-03T21:32:36.364Z" }, - { url = "https://files.pythonhosted.org/packages/03/86/fd1063a176ffb7b2315f9a1b08d17b18118b28d9df163132615b835a26ee/regex-2025.11.3-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:dd16e78eb18ffdb25ee33a0682d17912e8cc8a770e885aeee95020046128f1ce", size = 868341, upload-time = "2025-11-03T21:32:38.042Z" }, - { url = "https://files.pythonhosted.org/packages/12/43/103fb2e9811205e7386366501bc866a164a0430c79dd59eac886a2822950/regex-2025.11.3-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:ffcca5b9efe948ba0661e9df0fa50d2bc4b097c70b9810212d6b62f05d83b2dd", size = 854666, upload-time = "2025-11-03T21:32:40.079Z" }, - { url = "https://files.pythonhosted.org/packages/7d/22/e392e53f3869b75804762c7c848bd2dd2abf2b70fb0e526f58724638bd35/regex-2025.11.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c56b4d162ca2b43318ac671c65bd4d563e841a694ac70e1a976ac38fcf4ca1d2", size = 799473, upload-time = "2025-11-03T21:32:42.148Z" }, - { url = "https://files.pythonhosted.org/packages/4f/f9/8bd6b656592f925b6845fcbb4d57603a3ac2fb2373344ffa1ed70aa6820a/regex-2025.11.3-cp313-cp313t-win32.whl", hash = "sha256:9ddc42e68114e161e51e272f667d640f97e84a2b9ef14b7477c53aac20c2d59a", size = 268792, upload-time = "2025-11-03T21:32:44.13Z" }, - { url = "https://files.pythonhosted.org/packages/e5/87/0e7d603467775ff65cd2aeabf1b5b50cc1c3708556a8b849a2fa4dd1542b/regex-2025.11.3-cp313-cp313t-win_amd64.whl", hash = "sha256:7a7c7fdf755032ffdd72c77e3d8096bdcb0eb92e89e17571a196f03d88b11b3c", size = 280214, upload-time = "2025-11-03T21:32:45.853Z" }, - { url = "https://files.pythonhosted.org/packages/8d/d0/2afc6f8e94e2b64bfb738a7c2b6387ac1699f09f032d363ed9447fd2bb57/regex-2025.11.3-cp313-cp313t-win_arm64.whl", hash = "sha256:df9eb838c44f570283712e7cff14c16329a9f0fb19ca492d21d4b7528ee6821e", size = 271469, upload-time = "2025-11-03T21:32:48.026Z" }, - { url = "https://files.pythonhosted.org/packages/31/e9/f6e13de7e0983837f7b6d238ad9458800a874bf37c264f7923e63409944c/regex-2025.11.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:9697a52e57576c83139d7c6f213d64485d3df5bf84807c35fa409e6c970801c6", size = 489089, upload-time = "2025-11-03T21:32:50.027Z" }, - { url = "https://files.pythonhosted.org/packages/a3/5c/261f4a262f1fa65141c1b74b255988bd2fa020cc599e53b080667d591cfc/regex-2025.11.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:e18bc3f73bd41243c9b38a6d9f2366cd0e0137a9aebe2d8ff76c5b67d4c0a3f4", size = 291059, upload-time = "2025-11-03T21:32:51.682Z" }, - { url = "https://files.pythonhosted.org/packages/8e/57/f14eeb7f072b0e9a5a090d1712741fd8f214ec193dba773cf5410108bb7d/regex-2025.11.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:61a08bcb0ec14ff4e0ed2044aad948d0659604f824cbd50b55e30b0ec6f09c73", size = 288900, upload-time = "2025-11-03T21:32:53.569Z" }, - { url = "https://files.pythonhosted.org/packages/3c/6b/1d650c45e99a9b327586739d926a1cd4e94666b1bd4af90428b36af66dc7/regex-2025.11.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c9c30003b9347c24bcc210958c5d167b9e4f9be786cb380a7d32f14f9b84674f", size = 799010, upload-time = "2025-11-03T21:32:55.222Z" }, - { url = "https://files.pythonhosted.org/packages/99/ee/d66dcbc6b628ce4e3f7f0cbbb84603aa2fc0ffc878babc857726b8aab2e9/regex-2025.11.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4e1e592789704459900728d88d41a46fe3969b82ab62945560a31732ffc19a6d", size = 864893, upload-time = "2025-11-03T21:32:57.239Z" }, - { url = "https://files.pythonhosted.org/packages/bf/2d/f238229f1caba7ac87a6c4153d79947fb0261415827ae0f77c304260c7d3/regex-2025.11.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6538241f45eb5a25aa575dbba1069ad786f68a4f2773a29a2bd3dd1f9de787be", size = 911522, upload-time = "2025-11-03T21:32:59.274Z" }, - { url = "https://files.pythonhosted.org/packages/bd/3d/22a4eaba214a917c80e04f6025d26143690f0419511e0116508e24b11c9b/regex-2025.11.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bce22519c989bb72a7e6b36a199384c53db7722fe669ba891da75907fe3587db", size = 803272, upload-time = "2025-11-03T21:33:01.393Z" }, - { url = "https://files.pythonhosted.org/packages/84/b1/03188f634a409353a84b5ef49754b97dbcc0c0f6fd6c8ede505a8960a0a4/regex-2025.11.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:66d559b21d3640203ab9075797a55165d79017520685fb407b9234d72ab63c62", size = 787958, upload-time = "2025-11-03T21:33:03.379Z" }, - { url = "https://files.pythonhosted.org/packages/99/6a/27d072f7fbf6fadd59c64d210305e1ff865cc3b78b526fd147db768c553b/regex-2025.11.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:669dcfb2e38f9e8c69507bace46f4889e3abbfd9b0c29719202883c0a603598f", size = 859289, upload-time = "2025-11-03T21:33:05.374Z" }, - { url = "https://files.pythonhosted.org/packages/9a/70/1b3878f648e0b6abe023172dacb02157e685564853cc363d9961bcccde4e/regex-2025.11.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:32f74f35ff0f25a5021373ac61442edcb150731fbaa28286bbc8bb1582c89d02", size = 850026, upload-time = "2025-11-03T21:33:07.131Z" }, - { url = "https://files.pythonhosted.org/packages/dd/d5/68e25559b526b8baab8e66839304ede68ff6727237a47727d240006bd0ff/regex-2025.11.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:e6c7a21dffba883234baefe91bc3388e629779582038f75d2a5be918e250f0ed", size = 789499, upload-time = "2025-11-03T21:33:09.141Z" }, - { url = "https://files.pythonhosted.org/packages/fc/df/43971264857140a350910d4e33df725e8c94dd9dee8d2e4729fa0d63d49e/regex-2025.11.3-cp314-cp314-win32.whl", hash = "sha256:795ea137b1d809eb6836b43748b12634291c0ed55ad50a7d72d21edf1cd565c4", size = 271604, upload-time = "2025-11-03T21:33:10.9Z" }, - { url = "https://files.pythonhosted.org/packages/01/6f/9711b57dc6894a55faf80a4c1b5aa4f8649805cb9c7aef46f7d27e2b9206/regex-2025.11.3-cp314-cp314-win_amd64.whl", hash = "sha256:9f95fbaa0ee1610ec0fc6b26668e9917a582ba80c52cc6d9ada15e30aa9ab9ad", size = 280320, upload-time = "2025-11-03T21:33:12.572Z" }, - { url = "https://files.pythonhosted.org/packages/f1/7e/f6eaa207d4377481f5e1775cdeb5a443b5a59b392d0065f3417d31d80f87/regex-2025.11.3-cp314-cp314-win_arm64.whl", hash = "sha256:dfec44d532be4c07088c3de2876130ff0fbeeacaa89a137decbbb5f665855a0f", size = 273372, upload-time = "2025-11-03T21:33:14.219Z" }, - { url = "https://files.pythonhosted.org/packages/c3/06/49b198550ee0f5e4184271cee87ba4dfd9692c91ec55289e6282f0f86ccf/regex-2025.11.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:ba0d8a5d7f04f73ee7d01d974d47c5834f8a1b0224390e4fe7c12a3a92a78ecc", size = 491985, upload-time = "2025-11-03T21:33:16.555Z" }, - { url = "https://files.pythonhosted.org/packages/ce/bf/abdafade008f0b1c9da10d934034cb670432d6cf6cbe38bbb53a1cfd6cf8/regex-2025.11.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:442d86cf1cfe4faabf97db7d901ef58347efd004934da045c745e7b5bd57ac49", size = 292669, upload-time = "2025-11-03T21:33:18.32Z" }, - { url = "https://files.pythonhosted.org/packages/f9/ef/0c357bb8edbd2ad8e273fcb9e1761bc37b8acbc6e1be050bebd6475f19c1/regex-2025.11.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:fd0a5e563c756de210bb964789b5abe4f114dacae9104a47e1a649b910361536", size = 291030, upload-time = "2025-11-03T21:33:20.048Z" }, - { url = "https://files.pythonhosted.org/packages/79/06/edbb67257596649b8fb088d6aeacbcb248ac195714b18a65e018bf4c0b50/regex-2025.11.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bf3490bcbb985a1ae97b2ce9ad1c0f06a852d5b19dde9b07bdf25bf224248c95", size = 807674, upload-time = "2025-11-03T21:33:21.797Z" }, - { url = "https://files.pythonhosted.org/packages/f4/d9/ad4deccfce0ea336296bd087f1a191543bb99ee1c53093dcd4c64d951d00/regex-2025.11.3-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3809988f0a8b8c9dcc0f92478d6501fac7200b9ec56aecf0ec21f4a2ec4b6009", size = 873451, upload-time = "2025-11-03T21:33:23.741Z" }, - { url = "https://files.pythonhosted.org/packages/13/75/a55a4724c56ef13e3e04acaab29df26582f6978c000ac9cd6810ad1f341f/regex-2025.11.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f4ff94e58e84aedb9c9fce66d4ef9f27a190285b451420f297c9a09f2b9abee9", size = 914980, upload-time = "2025-11-03T21:33:25.999Z" }, - { url = "https://files.pythonhosted.org/packages/67/1e/a1657ee15bd9116f70d4a530c736983eed997b361e20ecd8f5ca3759d5c5/regex-2025.11.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7eb542fd347ce61e1321b0a6b945d5701528dca0cd9759c2e3bb8bd57e47964d", size = 812852, upload-time = "2025-11-03T21:33:27.852Z" }, - { url = "https://files.pythonhosted.org/packages/b8/6f/f7516dde5506a588a561d296b2d0044839de06035bb486b326065b4c101e/regex-2025.11.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d6c2d5919075a1f2e413c00b056ea0c2f065b3f5fe83c3d07d325ab92dce51d6", size = 795566, upload-time = "2025-11-03T21:33:32.364Z" }, - { url = "https://files.pythonhosted.org/packages/d9/dd/3d10b9e170cc16fb34cb2cef91513cf3df65f440b3366030631b2984a264/regex-2025.11.3-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:3f8bf11a4827cc7ce5a53d4ef6cddd5ad25595d3c1435ef08f76825851343154", size = 868463, upload-time = "2025-11-03T21:33:34.459Z" }, - { url = "https://files.pythonhosted.org/packages/f5/8e/935e6beff1695aa9085ff83195daccd72acc82c81793df480f34569330de/regex-2025.11.3-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:22c12d837298651e5550ac1d964e4ff57c3f56965fc1812c90c9fb2028eaf267", size = 854694, upload-time = "2025-11-03T21:33:36.793Z" }, - { url = "https://files.pythonhosted.org/packages/92/12/10650181a040978b2f5720a6a74d44f841371a3d984c2083fc1752e4acf6/regex-2025.11.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:62ba394a3dda9ad41c7c780f60f6e4a70988741415ae96f6d1bf6c239cf01379", size = 799691, upload-time = "2025-11-03T21:33:39.079Z" }, - { url = "https://files.pythonhosted.org/packages/67/90/8f37138181c9a7690e7e4cb388debbd389342db3c7381d636d2875940752/regex-2025.11.3-cp314-cp314t-win32.whl", hash = "sha256:4bf146dca15cdd53224a1bf46d628bd7590e4a07fbb69e720d561aea43a32b38", size = 274583, upload-time = "2025-11-03T21:33:41.302Z" }, - { url = "https://files.pythonhosted.org/packages/8f/cd/867f5ec442d56beb56f5f854f40abcfc75e11d10b11fdb1869dd39c63aaf/regex-2025.11.3-cp314-cp314t-win_amd64.whl", hash = "sha256:adad1a1bcf1c9e76346e091d22d23ac54ef28e1365117d99521631078dfec9de", size = 284286, upload-time = "2025-11-03T21:33:43.324Z" }, - { url = "https://files.pythonhosted.org/packages/20/31/32c0c4610cbc070362bf1d2e4ea86d1ea29014d400a6d6c2486fcfd57766/regex-2025.11.3-cp314-cp314t-win_arm64.whl", hash = "sha256:c54f768482cef41e219720013cd05933b6f971d9562544d691c68699bf2b6801", size = 274741, upload-time = "2025-11-03T21:33:45.557Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/cc/a9/546676f25e573a4cf00fe8e119b78a37b6a8fe2dc95cda877b30889c9c45/regex-2025.11.3.tar.gz", hash = "sha256:1fedc720f9bb2494ce31a58a1631f9c82df6a09b49c19517ea5cc280b4541e01", size = 414669 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/8a/d6/d788d52da01280a30a3f6268aef2aa71043bff359c618fea4c5b536654d5/regex-2025.11.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:2b441a4ae2c8049106e8b39973bfbddfb25a179dda2bdb99b0eeb60c40a6a3af", size = 488087 }, + { url = "https://files.pythonhosted.org/packages/69/39/abec3bd688ec9bbea3562de0fd764ff802976185f5ff22807bf0a2697992/regex-2025.11.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:2fa2eed3f76677777345d2f81ee89f5de2f5745910e805f7af7386a920fa7313", size = 290544 }, + { url = "https://files.pythonhosted.org/packages/39/b3/9a231475d5653e60002508f41205c61684bb2ffbf2401351ae2186897fc4/regex-2025.11.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d8b4a27eebd684319bdf473d39f1d79eed36bf2cd34bd4465cdb4618d82b3d56", size = 288408 }, + { url = "https://files.pythonhosted.org/packages/c3/c5/1929a0491bd5ac2d1539a866768b88965fa8c405f3e16a8cef84313098d6/regex-2025.11.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5cf77eac15bd264986c4a2c63353212c095b40f3affb2bc6b4ef80c4776c1a28", size = 781584 }, + { url = "https://files.pythonhosted.org/packages/ce/fd/16aa16cf5d497ef727ec966f74164fbe75d6516d3d58ac9aa989bc9cdaad/regex-2025.11.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:b7f9ee819f94c6abfa56ec7b1dbab586f41ebbdc0a57e6524bd5e7f487a878c7", size = 850733 }, + { url = "https://files.pythonhosted.org/packages/e6/49/3294b988855a221cb6565189edf5dc43239957427df2d81d4a6b15244f64/regex-2025.11.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:838441333bc90b829406d4a03cb4b8bf7656231b84358628b0406d803931ef32", size = 898691 }, + { url = "https://files.pythonhosted.org/packages/14/62/b56d29e70b03666193369bdbdedfdc23946dbe9f81dd78ce262c74d988ab/regex-2025.11.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:cfe6d3f0c9e3b7e8c0c694b24d25e677776f5ca26dce46fd6b0489f9c8339391", size = 791662 }, + { url = "https://files.pythonhosted.org/packages/15/fc/e4c31d061eced63fbf1ce9d853975f912c61a7d406ea14eda2dd355f48e7/regex-2025.11.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:2ab815eb8a96379a27c3b6157fcb127c8f59c36f043c1678110cea492868f1d5", size = 782587 }, + { url = "https://files.pythonhosted.org/packages/b2/bb/5e30c7394bcf63f0537121c23e796be67b55a8847c3956ae6068f4c70702/regex-2025.11.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:728a9d2d173a65b62bdc380b7932dd8e74ed4295279a8fe1021204ce210803e7", size = 774709 }, + { url = "https://files.pythonhosted.org/packages/c5/c4/fce773710af81b0cb37cb4ff0947e75d5d17dee304b93d940b87a67fc2f4/regex-2025.11.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:509dc827f89c15c66a0c216331260d777dd6c81e9a4e4f830e662b0bb296c313", size = 845773 }, + { url = "https://files.pythonhosted.org/packages/7b/5e/9466a7ec4b8ec282077095c6eb50a12a389d2e036581134d4919e8ca518c/regex-2025.11.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:849202cd789e5f3cf5dcc7822c34b502181b4824a65ff20ce82da5524e45e8e9", size = 836164 }, + { url = "https://files.pythonhosted.org/packages/95/18/82980a60e8ed1594eb3c89eb814fb276ef51b9af7caeab1340bfd8564af6/regex-2025.11.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:b6f78f98741dcc89607c16b1e9426ee46ce4bf31ac5e6b0d40e81c89f3481ea5", size = 779832 }, + { url = "https://files.pythonhosted.org/packages/03/cc/90ab0fdbe6dce064a42015433f9152710139fb04a8b81b4fb57a1cb63ffa/regex-2025.11.3-cp310-cp310-win32.whl", hash = "sha256:149eb0bba95231fb4f6d37c8f760ec9fa6fabf65bab555e128dde5f2475193ec", size = 265802 }, + { url = "https://files.pythonhosted.org/packages/34/9d/e9e8493a85f3b1ddc4a5014465f5c2b78c3ea1cbf238dcfde78956378041/regex-2025.11.3-cp310-cp310-win_amd64.whl", hash = "sha256:ee3a83ce492074c35a74cc76cf8235d49e77b757193a5365ff86e3f2f93db9fd", size = 277722 }, + { url = "https://files.pythonhosted.org/packages/15/c4/b54b24f553966564506dbf873a3e080aef47b356a3b39b5d5aba992b50db/regex-2025.11.3-cp310-cp310-win_arm64.whl", hash = "sha256:38af559ad934a7b35147716655d4a2f79fcef2d695ddfe06a06ba40ae631fa7e", size = 270289 }, + { url = "https://files.pythonhosted.org/packages/f7/90/4fb5056e5f03a7048abd2b11f598d464f0c167de4f2a51aa868c376b8c70/regex-2025.11.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:eadade04221641516fa25139273505a1c19f9bf97589a05bc4cfcd8b4a618031", size = 488081 }, + { url = "https://files.pythonhosted.org/packages/85/23/63e481293fac8b069d84fba0299b6666df720d875110efd0338406b5d360/regex-2025.11.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:feff9e54ec0dd3833d659257f5c3f5322a12eee58ffa360984b716f8b92983f4", size = 290554 }, + { url = "https://files.pythonhosted.org/packages/2b/9d/b101d0262ea293a0066b4522dfb722eb6a8785a8c3e084396a5f2c431a46/regex-2025.11.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3b30bc921d50365775c09a7ed446359e5c0179e9e2512beec4a60cbcef6ddd50", size = 288407 }, + { url = "https://files.pythonhosted.org/packages/0c/64/79241c8209d5b7e00577ec9dca35cd493cc6be35b7d147eda367d6179f6d/regex-2025.11.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f99be08cfead2020c7ca6e396c13543baea32343b7a9a5780c462e323bd8872f", size = 793418 }, + { url = "https://files.pythonhosted.org/packages/3d/e2/23cd5d3573901ce8f9757c92ca4db4d09600b865919b6d3e7f69f03b1afd/regex-2025.11.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:6dd329a1b61c0ee95ba95385fb0c07ea0d3fe1a21e1349fa2bec272636217118", size = 860448 }, + { url = "https://files.pythonhosted.org/packages/2a/4c/aecf31beeaa416d0ae4ecb852148d38db35391aac19c687b5d56aedf3a8b/regex-2025.11.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:4c5238d32f3c5269d9e87be0cf096437b7622b6920f5eac4fd202468aaeb34d2", size = 907139 }, + { url = "https://files.pythonhosted.org/packages/61/22/b8cb00df7d2b5e0875f60628594d44dba283e951b1ae17c12f99e332cc0a/regex-2025.11.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:10483eefbfb0adb18ee9474498c9a32fcf4e594fbca0543bb94c48bac6183e2e", size = 800439 }, + { url = "https://files.pythonhosted.org/packages/02/a8/c4b20330a5cdc7a8eb265f9ce593f389a6a88a0c5f280cf4d978f33966bc/regex-2025.11.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:78c2d02bb6e1da0720eedc0bad578049cad3f71050ef8cd065ecc87691bed2b0", size = 782965 }, + { url = "https://files.pythonhosted.org/packages/b4/4c/ae3e52988ae74af4b04d2af32fee4e8077f26e51b62ec2d12d246876bea2/regex-2025.11.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:e6b49cd2aad93a1790ce9cffb18964f6d3a4b0b3dbdbd5de094b65296fce6e58", size = 854398 }, + { url = "https://files.pythonhosted.org/packages/06/d1/a8b9cf45874eda14b2e275157ce3b304c87e10fb38d9fc26a6e14eb18227/regex-2025.11.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:885b26aa3ee56433b630502dc3d36ba78d186a00cc535d3806e6bfd9ed3c70ab", size = 845897 }, + { url = "https://files.pythonhosted.org/packages/ea/fe/1830eb0236be93d9b145e0bd8ab499f31602fe0999b1f19e99955aa8fe20/regex-2025.11.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:ddd76a9f58e6a00f8772e72cff8ebcff78e022be95edf018766707c730593e1e", size = 788906 }, + { url = "https://files.pythonhosted.org/packages/66/47/dc2577c1f95f188c1e13e2e69d8825a5ac582ac709942f8a03af42ed6e93/regex-2025.11.3-cp311-cp311-win32.whl", hash = "sha256:3e816cc9aac1cd3cc9a4ec4d860f06d40f994b5c7b4d03b93345f44e08cc68bf", size = 265812 }, + { url = "https://files.pythonhosted.org/packages/50/1e/15f08b2f82a9bbb510621ec9042547b54d11e83cb620643ebb54e4eb7d71/regex-2025.11.3-cp311-cp311-win_amd64.whl", hash = "sha256:087511f5c8b7dfbe3a03f5d5ad0c2a33861b1fc387f21f6f60825a44865a385a", size = 277737 }, + { url = "https://files.pythonhosted.org/packages/f4/fc/6500eb39f5f76c5e47a398df82e6b535a5e345f839581012a418b16f9cc3/regex-2025.11.3-cp311-cp311-win_arm64.whl", hash = "sha256:1ff0d190c7f68ae7769cd0313fe45820ba07ffebfddfaa89cc1eb70827ba0ddc", size = 270290 }, + { url = "https://files.pythonhosted.org/packages/e8/74/18f04cb53e58e3fb107439699bd8375cf5a835eec81084e0bddbd122e4c2/regex-2025.11.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:bc8ab71e2e31b16e40868a40a69007bc305e1109bd4658eb6cad007e0bf67c41", size = 489312 }, + { url = "https://files.pythonhosted.org/packages/78/3f/37fcdd0d2b1e78909108a876580485ea37c91e1acf66d3bb8e736348f441/regex-2025.11.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:22b29dda7e1f7062a52359fca6e58e548e28c6686f205e780b02ad8ef710de36", size = 291256 }, + { url = "https://files.pythonhosted.org/packages/bf/26/0a575f58eb23b7ebd67a45fccbc02ac030b737b896b7e7a909ffe43ffd6a/regex-2025.11.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:3a91e4a29938bc1a082cc28fdea44be420bf2bebe2665343029723892eb073e1", size = 288921 }, + { url = "https://files.pythonhosted.org/packages/ea/98/6a8dff667d1af907150432cf5abc05a17ccd32c72a3615410d5365ac167a/regex-2025.11.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:08b884f4226602ad40c5d55f52bf91a9df30f513864e0054bad40c0e9cf1afb7", size = 798568 }, + { url = "https://files.pythonhosted.org/packages/64/15/92c1db4fa4e12733dd5a526c2dd2b6edcbfe13257e135fc0f6c57f34c173/regex-2025.11.3-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3e0b11b2b2433d1c39c7c7a30e3f3d0aeeea44c2a8d0bae28f6b95f639927a69", size = 864165 }, + { url = "https://files.pythonhosted.org/packages/f9/e7/3ad7da8cdee1ce66c7cd37ab5ab05c463a86ffeb52b1a25fe7bd9293b36c/regex-2025.11.3-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:87eb52a81ef58c7ba4d45c3ca74e12aa4b4e77816f72ca25258a85b3ea96cb48", size = 912182 }, + { url = "https://files.pythonhosted.org/packages/84/bd/9ce9f629fcb714ffc2c3faf62b6766ecb7a585e1e885eb699bcf130a5209/regex-2025.11.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a12ab1f5c29b4e93db518f5e3872116b7e9b1646c9f9f426f777b50d44a09e8c", size = 803501 }, + { url = "https://files.pythonhosted.org/packages/7c/0f/8dc2e4349d8e877283e6edd6c12bdcebc20f03744e86f197ab6e4492bf08/regex-2025.11.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:7521684c8c7c4f6e88e35ec89680ee1aa8358d3f09d27dfbdf62c446f5d4c695", size = 787842 }, + { url = "https://files.pythonhosted.org/packages/f9/73/cff02702960bc185164d5619c0c62a2f598a6abff6695d391b096237d4ab/regex-2025.11.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:7fe6e5440584e94cc4b3f5f4d98a25e29ca12dccf8873679a635638349831b98", size = 858519 }, + { url = "https://files.pythonhosted.org/packages/61/83/0e8d1ae71e15bc1dc36231c90b46ee35f9d52fab2e226b0e039e7ea9c10a/regex-2025.11.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:8e026094aa12b43f4fd74576714e987803a315c76edb6b098b9809db5de58f74", size = 850611 }, + { url = "https://files.pythonhosted.org/packages/c8/f5/70a5cdd781dcfaa12556f2955bf170cd603cb1c96a1827479f8faea2df97/regex-2025.11.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:435bbad13e57eb5606a68443af62bed3556de2f46deb9f7d4237bc2f1c9fb3a0", size = 789759 }, + { url = "https://files.pythonhosted.org/packages/59/9b/7c29be7903c318488983e7d97abcf8ebd3830e4c956c4c540005fcfb0462/regex-2025.11.3-cp312-cp312-win32.whl", hash = "sha256:3839967cf4dc4b985e1570fd8d91078f0c519f30491c60f9ac42a8db039be204", size = 266194 }, + { url = "https://files.pythonhosted.org/packages/1a/67/3b92df89f179d7c367be654ab5626ae311cb28f7d5c237b6bb976cd5fbbb/regex-2025.11.3-cp312-cp312-win_amd64.whl", hash = "sha256:e721d1b46e25c481dc5ded6f4b3f66c897c58d2e8cfdf77bbced84339108b0b9", size = 277069 }, + { url = "https://files.pythonhosted.org/packages/d7/55/85ba4c066fe5094d35b249c3ce8df0ba623cfd35afb22d6764f23a52a1c5/regex-2025.11.3-cp312-cp312-win_arm64.whl", hash = "sha256:64350685ff08b1d3a6fff33f45a9ca183dc1d58bbfe4981604e70ec9801bbc26", size = 270330 }, + { url = "https://files.pythonhosted.org/packages/e1/a7/dda24ebd49da46a197436ad96378f17df30ceb40e52e859fc42cac45b850/regex-2025.11.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:c1e448051717a334891f2b9a620fe36776ebf3dd8ec46a0b877c8ae69575feb4", size = 489081 }, + { url = "https://files.pythonhosted.org/packages/19/22/af2dc751aacf88089836aa088a1a11c4f21a04707eb1b0478e8e8fb32847/regex-2025.11.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:9b5aca4d5dfd7fbfbfbdaf44850fcc7709a01146a797536a8f84952e940cca76", size = 291123 }, + { url = "https://files.pythonhosted.org/packages/a3/88/1a3ea5672f4b0a84802ee9891b86743438e7c04eb0b8f8c4e16a42375327/regex-2025.11.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:04d2765516395cf7dda331a244a3282c0f5ae96075f728629287dfa6f76ba70a", size = 288814 }, + { url = "https://files.pythonhosted.org/packages/fb/8c/f5987895bf42b8ddeea1b315c9fedcfe07cadee28b9c98cf50d00adcb14d/regex-2025.11.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5d9903ca42bfeec4cebedba8022a7c97ad2aab22e09573ce9976ba01b65e4361", size = 798592 }, + { url = "https://files.pythonhosted.org/packages/99/2a/6591ebeede78203fa77ee46a1c36649e02df9eaa77a033d1ccdf2fcd5d4e/regex-2025.11.3-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:639431bdc89d6429f6721625e8129413980ccd62e9d3f496be618a41d205f160", size = 864122 }, + { url = "https://files.pythonhosted.org/packages/94/d6/be32a87cf28cf8ed064ff281cfbd49aefd90242a83e4b08b5a86b38e8eb4/regex-2025.11.3-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f117efad42068f9715677c8523ed2be1518116d1c49b1dd17987716695181efe", size = 912272 }, + { url = "https://files.pythonhosted.org/packages/62/11/9bcef2d1445665b180ac7f230406ad80671f0fc2a6ffb93493b5dd8cd64c/regex-2025.11.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4aecb6f461316adf9f1f0f6a4a1a3d79e045f9b71ec76055a791affa3b285850", size = 803497 }, + { url = "https://files.pythonhosted.org/packages/e5/a7/da0dc273d57f560399aa16d8a68ae7f9b57679476fc7ace46501d455fe84/regex-2025.11.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:3b3a5f320136873cc5561098dfab677eea139521cb9a9e8db98b7e64aef44cbc", size = 787892 }, + { url = "https://files.pythonhosted.org/packages/da/4b/732a0c5a9736a0b8d6d720d4945a2f1e6f38f87f48f3173559f53e8d5d82/regex-2025.11.3-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:75fa6f0056e7efb1f42a1c34e58be24072cb9e61a601340cc1196ae92326a4f9", size = 858462 }, + { url = "https://files.pythonhosted.org/packages/0c/f5/a2a03df27dc4c2d0c769220f5110ba8c4084b0bfa9ab0f9b4fcfa3d2b0fc/regex-2025.11.3-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:dbe6095001465294f13f1adcd3311e50dd84e5a71525f20a10bd16689c61ce0b", size = 850528 }, + { url = "https://files.pythonhosted.org/packages/d6/09/e1cd5bee3841c7f6eb37d95ca91cdee7100b8f88b81e41c2ef426910891a/regex-2025.11.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:454d9b4ae7881afbc25015b8627c16d88a597479b9dea82b8c6e7e2e07240dc7", size = 789866 }, + { url = "https://files.pythonhosted.org/packages/eb/51/702f5ea74e2a9c13d855a6a85b7f80c30f9e72a95493260193c07f3f8d74/regex-2025.11.3-cp313-cp313-win32.whl", hash = "sha256:28ba4d69171fc6e9896337d4fc63a43660002b7da53fc15ac992abcf3410917c", size = 266189 }, + { url = "https://files.pythonhosted.org/packages/8b/00/6e29bb314e271a743170e53649db0fdb8e8ff0b64b4f425f5602f4eb9014/regex-2025.11.3-cp313-cp313-win_amd64.whl", hash = "sha256:bac4200befe50c670c405dc33af26dad5a3b6b255dd6c000d92fe4629f9ed6a5", size = 277054 }, + { url = "https://files.pythonhosted.org/packages/25/f1/b156ff9f2ec9ac441710764dda95e4edaf5f36aca48246d1eea3f1fd96ec/regex-2025.11.3-cp313-cp313-win_arm64.whl", hash = "sha256:2292cd5a90dab247f9abe892ac584cb24f0f54680c73fcb4a7493c66c2bf2467", size = 270325 }, + { url = "https://files.pythonhosted.org/packages/20/28/fd0c63357caefe5680b8ea052131acbd7f456893b69cc2a90cc3e0dc90d4/regex-2025.11.3-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:1eb1ebf6822b756c723e09f5186473d93236c06c579d2cc0671a722d2ab14281", size = 491984 }, + { url = "https://files.pythonhosted.org/packages/df/ec/7014c15626ab46b902b3bcc4b28a7bae46d8f281fc7ea9c95e22fcaaa917/regex-2025.11.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:1e00ec2970aab10dc5db34af535f21fcf32b4a31d99e34963419636e2f85ae39", size = 292673 }, + { url = "https://files.pythonhosted.org/packages/23/ab/3b952ff7239f20d05f1f99e9e20188513905f218c81d52fb5e78d2bf7634/regex-2025.11.3-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:a4cb042b615245d5ff9b3794f56be4138b5adc35a4166014d31d1814744148c7", size = 291029 }, + { url = "https://files.pythonhosted.org/packages/21/7e/3dc2749fc684f455f162dcafb8a187b559e2614f3826877d3844a131f37b/regex-2025.11.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:44f264d4bf02f3176467d90b294d59bf1db9fe53c141ff772f27a8b456b2a9ed", size = 807437 }, + { url = "https://files.pythonhosted.org/packages/1b/0b/d529a85ab349c6a25d1ca783235b6e3eedf187247eab536797021f7126c6/regex-2025.11.3-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7be0277469bf3bd7a34a9c57c1b6a724532a0d235cd0dc4e7f4316f982c28b19", size = 873368 }, + { url = "https://files.pythonhosted.org/packages/7d/18/2d868155f8c9e3e9d8f9e10c64e9a9f496bb8f7e037a88a8bed26b435af6/regex-2025.11.3-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:0d31e08426ff4b5b650f68839f5af51a92a5b51abd8554a60c2fbc7c71f25d0b", size = 914921 }, + { url = "https://files.pythonhosted.org/packages/2d/71/9d72ff0f354fa783fe2ba913c8734c3b433b86406117a8db4ea2bf1c7a2f/regex-2025.11.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e43586ce5bd28f9f285a6e729466841368c4a0353f6fd08d4ce4630843d3648a", size = 812708 }, + { url = "https://files.pythonhosted.org/packages/e7/19/ce4bf7f5575c97f82b6e804ffb5c4e940c62609ab2a0d9538d47a7fdf7d4/regex-2025.11.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:0f9397d561a4c16829d4e6ff75202c1c08b68a3bdbfe29dbfcdb31c9830907c6", size = 795472 }, + { url = "https://files.pythonhosted.org/packages/03/86/fd1063a176ffb7b2315f9a1b08d17b18118b28d9df163132615b835a26ee/regex-2025.11.3-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:dd16e78eb18ffdb25ee33a0682d17912e8cc8a770e885aeee95020046128f1ce", size = 868341 }, + { url = "https://files.pythonhosted.org/packages/12/43/103fb2e9811205e7386366501bc866a164a0430c79dd59eac886a2822950/regex-2025.11.3-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:ffcca5b9efe948ba0661e9df0fa50d2bc4b097c70b9810212d6b62f05d83b2dd", size = 854666 }, + { url = "https://files.pythonhosted.org/packages/7d/22/e392e53f3869b75804762c7c848bd2dd2abf2b70fb0e526f58724638bd35/regex-2025.11.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:c56b4d162ca2b43318ac671c65bd4d563e841a694ac70e1a976ac38fcf4ca1d2", size = 799473 }, + { url = "https://files.pythonhosted.org/packages/4f/f9/8bd6b656592f925b6845fcbb4d57603a3ac2fb2373344ffa1ed70aa6820a/regex-2025.11.3-cp313-cp313t-win32.whl", hash = "sha256:9ddc42e68114e161e51e272f667d640f97e84a2b9ef14b7477c53aac20c2d59a", size = 268792 }, + { url = "https://files.pythonhosted.org/packages/e5/87/0e7d603467775ff65cd2aeabf1b5b50cc1c3708556a8b849a2fa4dd1542b/regex-2025.11.3-cp313-cp313t-win_amd64.whl", hash = "sha256:7a7c7fdf755032ffdd72c77e3d8096bdcb0eb92e89e17571a196f03d88b11b3c", size = 280214 }, + { url = "https://files.pythonhosted.org/packages/8d/d0/2afc6f8e94e2b64bfb738a7c2b6387ac1699f09f032d363ed9447fd2bb57/regex-2025.11.3-cp313-cp313t-win_arm64.whl", hash = "sha256:df9eb838c44f570283712e7cff14c16329a9f0fb19ca492d21d4b7528ee6821e", size = 271469 }, + { url = "https://files.pythonhosted.org/packages/31/e9/f6e13de7e0983837f7b6d238ad9458800a874bf37c264f7923e63409944c/regex-2025.11.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:9697a52e57576c83139d7c6f213d64485d3df5bf84807c35fa409e6c970801c6", size = 489089 }, + { url = "https://files.pythonhosted.org/packages/a3/5c/261f4a262f1fa65141c1b74b255988bd2fa020cc599e53b080667d591cfc/regex-2025.11.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:e18bc3f73bd41243c9b38a6d9f2366cd0e0137a9aebe2d8ff76c5b67d4c0a3f4", size = 291059 }, + { url = "https://files.pythonhosted.org/packages/8e/57/f14eeb7f072b0e9a5a090d1712741fd8f214ec193dba773cf5410108bb7d/regex-2025.11.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:61a08bcb0ec14ff4e0ed2044aad948d0659604f824cbd50b55e30b0ec6f09c73", size = 288900 }, + { url = "https://files.pythonhosted.org/packages/3c/6b/1d650c45e99a9b327586739d926a1cd4e94666b1bd4af90428b36af66dc7/regex-2025.11.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c9c30003b9347c24bcc210958c5d167b9e4f9be786cb380a7d32f14f9b84674f", size = 799010 }, + { url = "https://files.pythonhosted.org/packages/99/ee/d66dcbc6b628ce4e3f7f0cbbb84603aa2fc0ffc878babc857726b8aab2e9/regex-2025.11.3-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:4e1e592789704459900728d88d41a46fe3969b82ab62945560a31732ffc19a6d", size = 864893 }, + { url = "https://files.pythonhosted.org/packages/bf/2d/f238229f1caba7ac87a6c4153d79947fb0261415827ae0f77c304260c7d3/regex-2025.11.3-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6538241f45eb5a25aa575dbba1069ad786f68a4f2773a29a2bd3dd1f9de787be", size = 911522 }, + { url = "https://files.pythonhosted.org/packages/bd/3d/22a4eaba214a917c80e04f6025d26143690f0419511e0116508e24b11c9b/regex-2025.11.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bce22519c989bb72a7e6b36a199384c53db7722fe669ba891da75907fe3587db", size = 803272 }, + { url = "https://files.pythonhosted.org/packages/84/b1/03188f634a409353a84b5ef49754b97dbcc0c0f6fd6c8ede505a8960a0a4/regex-2025.11.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:66d559b21d3640203ab9075797a55165d79017520685fb407b9234d72ab63c62", size = 787958 }, + { url = "https://files.pythonhosted.org/packages/99/6a/27d072f7fbf6fadd59c64d210305e1ff865cc3b78b526fd147db768c553b/regex-2025.11.3-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:669dcfb2e38f9e8c69507bace46f4889e3abbfd9b0c29719202883c0a603598f", size = 859289 }, + { url = "https://files.pythonhosted.org/packages/9a/70/1b3878f648e0b6abe023172dacb02157e685564853cc363d9961bcccde4e/regex-2025.11.3-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:32f74f35ff0f25a5021373ac61442edcb150731fbaa28286bbc8bb1582c89d02", size = 850026 }, + { url = "https://files.pythonhosted.org/packages/dd/d5/68e25559b526b8baab8e66839304ede68ff6727237a47727d240006bd0ff/regex-2025.11.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:e6c7a21dffba883234baefe91bc3388e629779582038f75d2a5be918e250f0ed", size = 789499 }, + { url = "https://files.pythonhosted.org/packages/fc/df/43971264857140a350910d4e33df725e8c94dd9dee8d2e4729fa0d63d49e/regex-2025.11.3-cp314-cp314-win32.whl", hash = "sha256:795ea137b1d809eb6836b43748b12634291c0ed55ad50a7d72d21edf1cd565c4", size = 271604 }, + { url = "https://files.pythonhosted.org/packages/01/6f/9711b57dc6894a55faf80a4c1b5aa4f8649805cb9c7aef46f7d27e2b9206/regex-2025.11.3-cp314-cp314-win_amd64.whl", hash = "sha256:9f95fbaa0ee1610ec0fc6b26668e9917a582ba80c52cc6d9ada15e30aa9ab9ad", size = 280320 }, + { url = "https://files.pythonhosted.org/packages/f1/7e/f6eaa207d4377481f5e1775cdeb5a443b5a59b392d0065f3417d31d80f87/regex-2025.11.3-cp314-cp314-win_arm64.whl", hash = "sha256:dfec44d532be4c07088c3de2876130ff0fbeeacaa89a137decbbb5f665855a0f", size = 273372 }, + { url = "https://files.pythonhosted.org/packages/c3/06/49b198550ee0f5e4184271cee87ba4dfd9692c91ec55289e6282f0f86ccf/regex-2025.11.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:ba0d8a5d7f04f73ee7d01d974d47c5834f8a1b0224390e4fe7c12a3a92a78ecc", size = 491985 }, + { url = "https://files.pythonhosted.org/packages/ce/bf/abdafade008f0b1c9da10d934034cb670432d6cf6cbe38bbb53a1cfd6cf8/regex-2025.11.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:442d86cf1cfe4faabf97db7d901ef58347efd004934da045c745e7b5bd57ac49", size = 292669 }, + { url = "https://files.pythonhosted.org/packages/f9/ef/0c357bb8edbd2ad8e273fcb9e1761bc37b8acbc6e1be050bebd6475f19c1/regex-2025.11.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:fd0a5e563c756de210bb964789b5abe4f114dacae9104a47e1a649b910361536", size = 291030 }, + { url = "https://files.pythonhosted.org/packages/79/06/edbb67257596649b8fb088d6aeacbcb248ac195714b18a65e018bf4c0b50/regex-2025.11.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:bf3490bcbb985a1ae97b2ce9ad1c0f06a852d5b19dde9b07bdf25bf224248c95", size = 807674 }, + { url = "https://files.pythonhosted.org/packages/f4/d9/ad4deccfce0ea336296bd087f1a191543bb99ee1c53093dcd4c64d951d00/regex-2025.11.3-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:3809988f0a8b8c9dcc0f92478d6501fac7200b9ec56aecf0ec21f4a2ec4b6009", size = 873451 }, + { url = "https://files.pythonhosted.org/packages/13/75/a55a4724c56ef13e3e04acaab29df26582f6978c000ac9cd6810ad1f341f/regex-2025.11.3-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f4ff94e58e84aedb9c9fce66d4ef9f27a190285b451420f297c9a09f2b9abee9", size = 914980 }, + { url = "https://files.pythonhosted.org/packages/67/1e/a1657ee15bd9116f70d4a530c736983eed997b361e20ecd8f5ca3759d5c5/regex-2025.11.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:7eb542fd347ce61e1321b0a6b945d5701528dca0cd9759c2e3bb8bd57e47964d", size = 812852 }, + { url = "https://files.pythonhosted.org/packages/b8/6f/f7516dde5506a588a561d296b2d0044839de06035bb486b326065b4c101e/regex-2025.11.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:d6c2d5919075a1f2e413c00b056ea0c2f065b3f5fe83c3d07d325ab92dce51d6", size = 795566 }, + { url = "https://files.pythonhosted.org/packages/d9/dd/3d10b9e170cc16fb34cb2cef91513cf3df65f440b3366030631b2984a264/regex-2025.11.3-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:3f8bf11a4827cc7ce5a53d4ef6cddd5ad25595d3c1435ef08f76825851343154", size = 868463 }, + { url = "https://files.pythonhosted.org/packages/f5/8e/935e6beff1695aa9085ff83195daccd72acc82c81793df480f34569330de/regex-2025.11.3-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:22c12d837298651e5550ac1d964e4ff57c3f56965fc1812c90c9fb2028eaf267", size = 854694 }, + { url = "https://files.pythonhosted.org/packages/92/12/10650181a040978b2f5720a6a74d44f841371a3d984c2083fc1752e4acf6/regex-2025.11.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:62ba394a3dda9ad41c7c780f60f6e4a70988741415ae96f6d1bf6c239cf01379", size = 799691 }, + { url = "https://files.pythonhosted.org/packages/67/90/8f37138181c9a7690e7e4cb388debbd389342db3c7381d636d2875940752/regex-2025.11.3-cp314-cp314t-win32.whl", hash = "sha256:4bf146dca15cdd53224a1bf46d628bd7590e4a07fbb69e720d561aea43a32b38", size = 274583 }, + { url = "https://files.pythonhosted.org/packages/8f/cd/867f5ec442d56beb56f5f854f40abcfc75e11d10b11fdb1869dd39c63aaf/regex-2025.11.3-cp314-cp314t-win_amd64.whl", hash = "sha256:adad1a1bcf1c9e76346e091d22d23ac54ef28e1365117d99521631078dfec9de", size = 284286 }, + { url = "https://files.pythonhosted.org/packages/20/31/32c0c4610cbc070362bf1d2e4ea86d1ea29014d400a6d6c2486fcfd57766/regex-2025.11.3-cp314-cp314t-win_arm64.whl", hash = "sha256:c54f768482cef41e219720013cd05933b6f971d9562544d691c68699bf2b6801", size = 274741 }, ] [[package]] @@ -5087,9 +5075,9 @@ dependencies = [ { name = "idna", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "urllib3", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/c9/74/b3ff8e6c8446842c3f5c837e9c3dfcfe2018ea6ecef224c710c85ef728f4/requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf", size = 134517, upload-time = "2025-08-18T20:46:02.573Z" } +sdist = { url = "https://files.pythonhosted.org/packages/c9/74/b3ff8e6c8446842c3f5c837e9c3dfcfe2018ea6ecef224c710c85ef728f4/requests-2.32.5.tar.gz", hash = "sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf", size = 134517 } wheels = [ - { url = "https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6", size = 64738, upload-time = "2025-08-18T20:46:00.542Z" }, + { url = "https://files.pythonhosted.org/packages/1e/db/4254e3eabe8020b458f1a747140d32277ec7a271daf1d235b70dc0b4e6e3/requests-2.32.5-py3-none-any.whl", hash = "sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6", size = 64738 }, ] [[package]] @@ -5100,131 +5088,131 @@ dependencies = [ { name = "markdown-it-py", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "pygments", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/b3/01/c954e134dc440ab5f96952fe52b4fdc64225530320a910473c1fe270d9aa/rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432", size = 221248, upload-time = "2024-02-28T14:51:19.472Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b3/01/c954e134dc440ab5f96952fe52b4fdc64225530320a910473c1fe270d9aa/rich-13.7.1.tar.gz", hash = "sha256:9be308cb1fe2f1f57d67ce99e95af38a1e2bc71ad9813b0e247cf7ffbcc3a432", size = 221248 } wheels = [ - { url = "https://files.pythonhosted.org/packages/87/67/a37f6214d0e9fe57f6ae54b2956d550ca8365857f42a1ce0392bb21d9410/rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222", size = 240681, upload-time = "2024-02-28T14:51:14.353Z" }, + { url = "https://files.pythonhosted.org/packages/87/67/a37f6214d0e9fe57f6ae54b2956d550ca8365857f42a1ce0392bb21d9410/rich-13.7.1-py3-none-any.whl", hash = "sha256:4edbae314f59eb482f54e9e30bf00d33350aaa94f4bfcd4e9e3110e64d0d7222", size = 240681 }, ] [[package]] name = "rpds-py" version = "0.28.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/48/dc/95f074d43452b3ef5d06276696ece4b3b5d696e7c9ad7173c54b1390cd70/rpds_py-0.28.0.tar.gz", hash = "sha256:abd4df20485a0983e2ca334a216249b6186d6e3c1627e106651943dbdb791aea", size = 27419, upload-time = "2025-10-22T22:24:29.327Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/82/f8/13bb772dc7cbf2c3c5b816febc34fa0cb2c64a08e0569869585684ce6631/rpds_py-0.28.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:7b6013db815417eeb56b2d9d7324e64fcd4fa289caeee6e7a78b2e11fc9b438a", size = 362820, upload-time = "2025-10-22T22:21:15.074Z" }, - { url = "https://files.pythonhosted.org/packages/84/91/6acce964aab32469c3dbe792cb041a752d64739c534e9c493c701ef0c032/rpds_py-0.28.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1a4c6b05c685c0c03f80dabaeb73e74218c49deea965ca63f76a752807397207", size = 348499, upload-time = "2025-10-22T22:21:17.658Z" }, - { url = "https://files.pythonhosted.org/packages/f1/93/c05bb1f4f5e0234db7c4917cb8dd5e2e0a9a7b26dc74b1b7bee3c9cfd477/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f4794c6c3fbe8f9ac87699b131a1f26e7b4abcf6d828da46a3a52648c7930eba", size = 379356, upload-time = "2025-10-22T22:21:19.847Z" }, - { url = "https://files.pythonhosted.org/packages/5c/37/e292da436f0773e319753c567263427cdf6c645d30b44f09463ff8216cda/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2e8456b6ee5527112ff2354dd9087b030e3429e43a74f480d4a5ca79d269fd85", size = 390151, upload-time = "2025-10-22T22:21:21.569Z" }, - { url = "https://files.pythonhosted.org/packages/76/87/a4e3267131616e8faf10486dc00eaedf09bd61c87f01e5ef98e782ee06c9/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:beb880a9ca0a117415f241f66d56025c02037f7c4efc6fe59b5b8454f1eaa50d", size = 524831, upload-time = "2025-10-22T22:21:23.394Z" }, - { url = "https://files.pythonhosted.org/packages/e1/c8/4a4ca76f0befae9515da3fad11038f0fce44f6bb60b21fe9d9364dd51fb0/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6897bebb118c44b38c9cb62a178e09f1593c949391b9a1a6fe777ccab5934ee7", size = 404687, upload-time = "2025-10-22T22:21:25.201Z" }, - { url = "https://files.pythonhosted.org/packages/6a/65/118afe854424456beafbbebc6b34dcf6d72eae3a08b4632bc4220f8240d9/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1b553dd06e875249fd43efd727785efb57a53180e0fde321468222eabbeaafa", size = 382683, upload-time = "2025-10-22T22:21:26.536Z" }, - { url = "https://files.pythonhosted.org/packages/f7/bc/0625064041fb3a0c77ecc8878c0e8341b0ae27ad0f00cf8f2b57337a1e63/rpds_py-0.28.0-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:f0b2044fdddeea5b05df832e50d2a06fe61023acb44d76978e1b060206a8a476", size = 398927, upload-time = "2025-10-22T22:21:27.864Z" }, - { url = "https://files.pythonhosted.org/packages/5d/1a/fed7cf2f1ee8a5e4778f2054153f2cfcf517748875e2f5b21cf8907cd77d/rpds_py-0.28.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:05cf1e74900e8da73fa08cc76c74a03345e5a3e37691d07cfe2092d7d8e27b04", size = 411590, upload-time = "2025-10-22T22:21:29.474Z" }, - { url = "https://files.pythonhosted.org/packages/c1/64/a8e0f67fa374a6c472dbb0afdaf1ef744724f165abb6899f20e2f1563137/rpds_py-0.28.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:efd489fec7c311dae25e94fe7eeda4b3d06be71c68f2cf2e8ef990ffcd2cd7e8", size = 559843, upload-time = "2025-10-22T22:21:30.917Z" }, - { url = "https://files.pythonhosted.org/packages/a9/ea/e10353f6d7c105be09b8135b72787a65919971ae0330ad97d87e4e199880/rpds_py-0.28.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:ada7754a10faacd4f26067e62de52d6af93b6d9542f0df73c57b9771eb3ba9c4", size = 584188, upload-time = "2025-10-22T22:21:32.827Z" }, - { url = "https://files.pythonhosted.org/packages/18/b0/a19743e0763caf0c89f6fc6ba6fbd9a353b24ffb4256a492420c5517da5a/rpds_py-0.28.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c2a34fd26588949e1e7977cfcbb17a9a42c948c100cab890c6d8d823f0586457", size = 550052, upload-time = "2025-10-22T22:21:34.702Z" }, - { url = "https://files.pythonhosted.org/packages/de/bc/ec2c004f6c7d6ab1e25dae875cdb1aee087c3ebed5b73712ed3000e3851a/rpds_py-0.28.0-cp310-cp310-win32.whl", hash = "sha256:f9174471d6920cbc5e82a7822de8dfd4dcea86eb828b04fc8c6519a77b0ee51e", size = 215110, upload-time = "2025-10-22T22:21:36.645Z" }, - { url = "https://files.pythonhosted.org/packages/6c/de/4ce8abf59674e17187023933547d2018363e8fc76ada4f1d4d22871ccb6e/rpds_py-0.28.0-cp310-cp310-win_amd64.whl", hash = "sha256:6e32dd207e2c4f8475257a3540ab8a93eff997abfa0a3fdb287cae0d6cd874b8", size = 223850, upload-time = "2025-10-22T22:21:38.006Z" }, - { url = "https://files.pythonhosted.org/packages/a6/34/058d0db5471c6be7bef82487ad5021ff8d1d1d27794be8730aad938649cf/rpds_py-0.28.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:03065002fd2e287725d95fbc69688e0c6daf6c6314ba38bdbaa3895418e09296", size = 362344, upload-time = "2025-10-22T22:21:39.713Z" }, - { url = "https://files.pythonhosted.org/packages/5d/67/9503f0ec8c055a0782880f300c50a2b8e5e72eb1f94dfc2053da527444dd/rpds_py-0.28.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:28ea02215f262b6d078daec0b45344c89e161eab9526b0d898221d96fdda5f27", size = 348440, upload-time = "2025-10-22T22:21:41.056Z" }, - { url = "https://files.pythonhosted.org/packages/68/2e/94223ee9b32332a41d75b6f94b37b4ce3e93878a556fc5f152cbd856a81f/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:25dbade8fbf30bcc551cb352376c0ad64b067e4fc56f90e22ba70c3ce205988c", size = 379068, upload-time = "2025-10-22T22:21:42.593Z" }, - { url = "https://files.pythonhosted.org/packages/b4/25/54fd48f9f680cfc44e6a7f39a5fadf1d4a4a1fd0848076af4a43e79f998c/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3c03002f54cc855860bfdc3442928ffdca9081e73b5b382ed0b9e8efe6e5e205", size = 390518, upload-time = "2025-10-22T22:21:43.998Z" }, - { url = "https://files.pythonhosted.org/packages/1b/85/ac258c9c27f2ccb1bd5d0697e53a82ebcf8088e3186d5d2bf8498ee7ed44/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b9699fa7990368b22032baf2b2dce1f634388e4ffc03dfefaaac79f4695edc95", size = 525319, upload-time = "2025-10-22T22:21:45.645Z" }, - { url = "https://files.pythonhosted.org/packages/40/cb/c6734774789566d46775f193964b76627cd5f42ecf246d257ce84d1912ed/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b9b06fe1a75e05e0713f06ea0c89ecb6452210fd60e2f1b6ddc1067b990e08d9", size = 404896, upload-time = "2025-10-22T22:21:47.544Z" }, - { url = "https://files.pythonhosted.org/packages/1f/53/14e37ce83202c632c89b0691185dca9532288ff9d390eacae3d2ff771bae/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac9f83e7b326a3f9ec3ef84cda98fb0a74c7159f33e692032233046e7fd15da2", size = 382862, upload-time = "2025-10-22T22:21:49.176Z" }, - { url = "https://files.pythonhosted.org/packages/6a/83/f3642483ca971a54d60caa4449f9d6d4dbb56a53e0072d0deff51b38af74/rpds_py-0.28.0-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:0d3259ea9ad8743a75a43eb7819324cdab393263c91be86e2d1901ee65c314e0", size = 398848, upload-time = "2025-10-22T22:21:51.024Z" }, - { url = "https://files.pythonhosted.org/packages/44/09/2d9c8b2f88e399b4cfe86efdf2935feaf0394e4f14ab30c6c5945d60af7d/rpds_py-0.28.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9a7548b345f66f6695943b4ef6afe33ccd3f1b638bd9afd0f730dd255c249c9e", size = 412030, upload-time = "2025-10-22T22:21:52.665Z" }, - { url = "https://files.pythonhosted.org/packages/dd/f5/e1cec473d4bde6df1fd3738be8e82d64dd0600868e76e92dfeaebbc2d18f/rpds_py-0.28.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c9a40040aa388b037eb39416710fbcce9443498d2eaab0b9b45ae988b53f5c67", size = 559700, upload-time = "2025-10-22T22:21:54.123Z" }, - { url = "https://files.pythonhosted.org/packages/8d/be/73bb241c1649edbf14e98e9e78899c2c5e52bbe47cb64811f44d2cc11808/rpds_py-0.28.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8f60c7ea34e78c199acd0d3cda37a99be2c861dd2b8cf67399784f70c9f8e57d", size = 584581, upload-time = "2025-10-22T22:21:56.102Z" }, - { url = "https://files.pythonhosted.org/packages/9c/9c/ffc6e9218cd1eb5c2c7dbd276c87cd10e8c2232c456b554169eb363381df/rpds_py-0.28.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1571ae4292649100d743b26d5f9c63503bb1fedf538a8f29a98dce2d5ba6b4e6", size = 549981, upload-time = "2025-10-22T22:21:58.253Z" }, - { url = "https://files.pythonhosted.org/packages/5f/50/da8b6d33803a94df0149345ee33e5d91ed4d25fc6517de6a25587eae4133/rpds_py-0.28.0-cp311-cp311-win32.whl", hash = "sha256:5cfa9af45e7c1140af7321fa0bef25b386ee9faa8928c80dc3a5360971a29e8c", size = 214729, upload-time = "2025-10-22T22:21:59.625Z" }, - { url = "https://files.pythonhosted.org/packages/12/fd/b0f48c4c320ee24c8c20df8b44acffb7353991ddf688af01eef5f93d7018/rpds_py-0.28.0-cp311-cp311-win_amd64.whl", hash = "sha256:dd8d86b5d29d1b74100982424ba53e56033dc47720a6de9ba0259cf81d7cecaa", size = 223977, upload-time = "2025-10-22T22:22:01.092Z" }, - { url = "https://files.pythonhosted.org/packages/b4/21/c8e77a2ac66e2ec4e21f18a04b4e9a0417ecf8e61b5eaeaa9360a91713b4/rpds_py-0.28.0-cp311-cp311-win_arm64.whl", hash = "sha256:4e27d3a5709cc2b3e013bf93679a849213c79ae0573f9b894b284b55e729e120", size = 217326, upload-time = "2025-10-22T22:22:02.944Z" }, - { url = "https://files.pythonhosted.org/packages/b8/5c/6c3936495003875fe7b14f90ea812841a08fca50ab26bd840e924097d9c8/rpds_py-0.28.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:6b4f28583a4f247ff60cd7bdda83db8c3f5b05a7a82ff20dd4b078571747708f", size = 366439, upload-time = "2025-10-22T22:22:04.525Z" }, - { url = "https://files.pythonhosted.org/packages/56/f9/a0f1ca194c50aa29895b442771f036a25b6c41a35e4f35b1a0ea713bedae/rpds_py-0.28.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d678e91b610c29c4b3d52a2c148b641df2b4676ffe47c59f6388d58b99cdc424", size = 348170, upload-time = "2025-10-22T22:22:06.397Z" }, - { url = "https://files.pythonhosted.org/packages/18/ea/42d243d3a586beb72c77fa5def0487daf827210069a95f36328e869599ea/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e819e0e37a44a78e1383bf1970076e2ccc4dc8c2bbaa2f9bd1dc987e9afff628", size = 378838, upload-time = "2025-10-22T22:22:07.932Z" }, - { url = "https://files.pythonhosted.org/packages/e7/78/3de32e18a94791af8f33601402d9d4f39613136398658412a4e0b3047327/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5ee514e0f0523db5d3fb171f397c54875dbbd69760a414dccf9d4d7ad628b5bd", size = 393299, upload-time = "2025-10-22T22:22:09.435Z" }, - { url = "https://files.pythonhosted.org/packages/13/7e/4bdb435afb18acea2eb8a25ad56b956f28de7c59f8a1d32827effa0d4514/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5f3fa06d27fdcee47f07a39e02862da0100cb4982508f5ead53ec533cd5fe55e", size = 518000, upload-time = "2025-10-22T22:22:11.326Z" }, - { url = "https://files.pythonhosted.org/packages/31/d0/5f52a656875cdc60498ab035a7a0ac8f399890cc1ee73ebd567bac4e39ae/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:46959ef2e64f9e4a41fc89aa20dbca2b85531f9a72c21099a3360f35d10b0d5a", size = 408746, upload-time = "2025-10-22T22:22:13.143Z" }, - { url = "https://files.pythonhosted.org/packages/3e/cd/49ce51767b879cde77e7ad9fae164ea15dce3616fe591d9ea1df51152706/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8455933b4bcd6e83fde3fefc987a023389c4b13f9a58c8d23e4b3f6d13f78c84", size = 386379, upload-time = "2025-10-22T22:22:14.602Z" }, - { url = "https://files.pythonhosted.org/packages/6a/99/e4e1e1ee93a98f72fc450e36c0e4d99c35370220e815288e3ecd2ec36a2a/rpds_py-0.28.0-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:ad50614a02c8c2962feebe6012b52f9802deec4263946cddea37aaf28dd25a66", size = 401280, upload-time = "2025-10-22T22:22:16.063Z" }, - { url = "https://files.pythonhosted.org/packages/61/35/e0c6a57488392a8b319d2200d03dad2b29c0db9996f5662c3b02d0b86c02/rpds_py-0.28.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e5deca01b271492553fdb6c7fd974659dce736a15bae5dad7ab8b93555bceb28", size = 412365, upload-time = "2025-10-22T22:22:17.504Z" }, - { url = "https://files.pythonhosted.org/packages/ff/6a/841337980ea253ec797eb084665436007a1aad0faac1ba097fb906c5f69c/rpds_py-0.28.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:735f8495a13159ce6a0d533f01e8674cec0c57038c920495f87dcb20b3ddb48a", size = 559573, upload-time = "2025-10-22T22:22:19.108Z" }, - { url = "https://files.pythonhosted.org/packages/e7/5e/64826ec58afd4c489731f8b00729c5f6afdb86f1df1df60bfede55d650bb/rpds_py-0.28.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:961ca621ff10d198bbe6ba4957decca61aa2a0c56695384c1d6b79bf61436df5", size = 583973, upload-time = "2025-10-22T22:22:20.768Z" }, - { url = "https://files.pythonhosted.org/packages/b6/ee/44d024b4843f8386a4eeaa4c171b3d31d55f7177c415545fd1a24c249b5d/rpds_py-0.28.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2374e16cc9131022e7d9a8f8d65d261d9ba55048c78f3b6e017971a4f5e6353c", size = 553800, upload-time = "2025-10-22T22:22:22.25Z" }, - { url = "https://files.pythonhosted.org/packages/7d/89/33e675dccff11a06d4d85dbb4d1865f878d5020cbb69b2c1e7b2d3f82562/rpds_py-0.28.0-cp312-cp312-win32.whl", hash = "sha256:d15431e334fba488b081d47f30f091e5d03c18527c325386091f31718952fe08", size = 216954, upload-time = "2025-10-22T22:22:24.105Z" }, - { url = "https://files.pythonhosted.org/packages/af/36/45f6ebb3210887e8ee6dbf1bc710ae8400bb417ce165aaf3024b8360d999/rpds_py-0.28.0-cp312-cp312-win_amd64.whl", hash = "sha256:a410542d61fc54710f750d3764380b53bf09e8c4edbf2f9141a82aa774a04f7c", size = 227844, upload-time = "2025-10-22T22:22:25.551Z" }, - { url = "https://files.pythonhosted.org/packages/57/91/f3fb250d7e73de71080f9a221d19bd6a1c1eb0d12a1ea26513f6c1052ad6/rpds_py-0.28.0-cp312-cp312-win_arm64.whl", hash = "sha256:1f0cfd1c69e2d14f8c892b893997fa9a60d890a0c8a603e88dca4955f26d1edd", size = 217624, upload-time = "2025-10-22T22:22:26.914Z" }, - { url = "https://files.pythonhosted.org/packages/d3/03/ce566d92611dfac0085c2f4b048cd53ed7c274a5c05974b882a908d540a2/rpds_py-0.28.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:e9e184408a0297086f880556b6168fa927d677716f83d3472ea333b42171ee3b", size = 366235, upload-time = "2025-10-22T22:22:28.397Z" }, - { url = "https://files.pythonhosted.org/packages/00/34/1c61da1b25592b86fd285bd7bd8422f4c9d748a7373b46126f9ae792a004/rpds_py-0.28.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:edd267266a9b0448f33dc465a97cfc5d467594b600fe28e7fa2f36450e03053a", size = 348241, upload-time = "2025-10-22T22:22:30.171Z" }, - { url = "https://files.pythonhosted.org/packages/fc/00/ed1e28616848c61c493a067779633ebf4b569eccaacf9ccbdc0e7cba2b9d/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:85beb8b3f45e4e32f6802fb6cd6b17f615ef6c6a52f265371fb916fae02814aa", size = 378079, upload-time = "2025-10-22T22:22:31.644Z" }, - { url = "https://files.pythonhosted.org/packages/11/b2/ccb30333a16a470091b6e50289adb4d3ec656fd9951ba8c5e3aaa0746a67/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d2412be8d00a1b895f8ad827cc2116455196e20ed994bb704bf138fe91a42724", size = 393151, upload-time = "2025-10-22T22:22:33.453Z" }, - { url = "https://files.pythonhosted.org/packages/8c/d0/73e2217c3ee486d555cb84920597480627d8c0240ff3062005c6cc47773e/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cf128350d384b777da0e68796afdcebc2e9f63f0e9f242217754e647f6d32491", size = 517520, upload-time = "2025-10-22T22:22:34.949Z" }, - { url = "https://files.pythonhosted.org/packages/c4/91/23efe81c700427d0841a4ae7ea23e305654381831e6029499fe80be8a071/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a2036d09b363aa36695d1cc1a97b36865597f4478470b0697b5ee9403f4fe399", size = 408699, upload-time = "2025-10-22T22:22:36.584Z" }, - { url = "https://files.pythonhosted.org/packages/ca/ee/a324d3198da151820a326c1f988caaa4f37fc27955148a76fff7a2d787a9/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8e1e9be4fa6305a16be628959188e4fd5cd6f1b0e724d63c6d8b2a8adf74ea6", size = 385720, upload-time = "2025-10-22T22:22:38.014Z" }, - { url = "https://files.pythonhosted.org/packages/19/ad/e68120dc05af8b7cab4a789fccd8cdcf0fe7e6581461038cc5c164cd97d2/rpds_py-0.28.0-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:0a403460c9dd91a7f23fc3188de6d8977f1d9603a351d5db6cf20aaea95b538d", size = 401096, upload-time = "2025-10-22T22:22:39.869Z" }, - { url = "https://files.pythonhosted.org/packages/99/90/c1e070620042459d60df6356b666bb1f62198a89d68881816a7ed121595a/rpds_py-0.28.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d7366b6553cdc805abcc512b849a519167db8f5e5c3472010cd1228b224265cb", size = 411465, upload-time = "2025-10-22T22:22:41.395Z" }, - { url = "https://files.pythonhosted.org/packages/68/61/7c195b30d57f1b8d5970f600efee72a4fad79ec829057972e13a0370fd24/rpds_py-0.28.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:5b43c6a3726efd50f18d8120ec0551241c38785b68952d240c45ea553912ac41", size = 558832, upload-time = "2025-10-22T22:22:42.871Z" }, - { url = "https://files.pythonhosted.org/packages/b0/3d/06f3a718864773f69941d4deccdf18e5e47dd298b4628062f004c10f3b34/rpds_py-0.28.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:0cb7203c7bc69d7c1585ebb33a2e6074492d2fc21ad28a7b9d40457ac2a51ab7", size = 583230, upload-time = "2025-10-22T22:22:44.877Z" }, - { url = "https://files.pythonhosted.org/packages/66/df/62fc783781a121e77fee9a21ead0a926f1b652280a33f5956a5e7833ed30/rpds_py-0.28.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7a52a5169c664dfb495882adc75c304ae1d50df552fbd68e100fdc719dee4ff9", size = 553268, upload-time = "2025-10-22T22:22:46.441Z" }, - { url = "https://files.pythonhosted.org/packages/84/85/d34366e335140a4837902d3dea89b51f087bd6a63c993ebdff59e93ee61d/rpds_py-0.28.0-cp313-cp313-win32.whl", hash = "sha256:2e42456917b6687215b3e606ab46aa6bca040c77af7df9a08a6dcfe8a4d10ca5", size = 217100, upload-time = "2025-10-22T22:22:48.342Z" }, - { url = "https://files.pythonhosted.org/packages/3c/1c/f25a3f3752ad7601476e3eff395fe075e0f7813fbb9862bd67c82440e880/rpds_py-0.28.0-cp313-cp313-win_amd64.whl", hash = "sha256:e0a0311caedc8069d68fc2bf4c9019b58a2d5ce3cd7cb656c845f1615b577e1e", size = 227759, upload-time = "2025-10-22T22:22:50.219Z" }, - { url = "https://files.pythonhosted.org/packages/e0/d6/5f39b42b99615b5bc2f36ab90423ea404830bdfee1c706820943e9a645eb/rpds_py-0.28.0-cp313-cp313-win_arm64.whl", hash = "sha256:04c1b207ab8b581108801528d59ad80aa83bb170b35b0ddffb29c20e411acdc1", size = 217326, upload-time = "2025-10-22T22:22:51.647Z" }, - { url = "https://files.pythonhosted.org/packages/5c/8b/0c69b72d1cee20a63db534be0df271effe715ef6c744fdf1ff23bb2b0b1c/rpds_py-0.28.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:f296ea3054e11fc58ad42e850e8b75c62d9a93a9f981ad04b2e5ae7d2186ff9c", size = 355736, upload-time = "2025-10-22T22:22:53.211Z" }, - { url = "https://files.pythonhosted.org/packages/f7/6d/0c2ee773cfb55c31a8514d2cece856dd299170a49babd50dcffb15ddc749/rpds_py-0.28.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5a7306c19b19005ad98468fcefeb7100b19c79fc23a5f24a12e06d91181193fa", size = 342677, upload-time = "2025-10-22T22:22:54.723Z" }, - { url = "https://files.pythonhosted.org/packages/e2/1c/22513ab25a27ea205144414724743e305e8153e6abe81833b5e678650f5a/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e5d9b86aa501fed9862a443c5c3116f6ead8bc9296185f369277c42542bd646b", size = 371847, upload-time = "2025-10-22T22:22:56.295Z" }, - { url = "https://files.pythonhosted.org/packages/60/07/68e6ccdb4b05115ffe61d31afc94adef1833d3a72f76c9632d4d90d67954/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e5bbc701eff140ba0e872691d573b3d5d30059ea26e5785acba9132d10c8c31d", size = 381800, upload-time = "2025-10-22T22:22:57.808Z" }, - { url = "https://files.pythonhosted.org/packages/73/bf/6d6d15df80781d7f9f368e7c1a00caf764436518c4877fb28b029c4624af/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9a5690671cd672a45aa8616d7374fdf334a1b9c04a0cac3c854b1136e92374fe", size = 518827, upload-time = "2025-10-22T22:22:59.826Z" }, - { url = "https://files.pythonhosted.org/packages/7b/d3/2decbb2976cc452cbf12a2b0aaac5f1b9dc5dd9d1f7e2509a3ee00421249/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9f1d92ecea4fa12f978a367c32a5375a1982834649cdb96539dcdc12e609ab1a", size = 399471, upload-time = "2025-10-22T22:23:01.968Z" }, - { url = "https://files.pythonhosted.org/packages/b1/2c/f30892f9e54bd02e5faca3f6a26d6933c51055e67d54818af90abed9748e/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d252db6b1a78d0a3928b6190156042d54c93660ce4d98290d7b16b5296fb7cc", size = 377578, upload-time = "2025-10-22T22:23:03.52Z" }, - { url = "https://files.pythonhosted.org/packages/f0/5d/3bce97e5534157318f29ac06bf2d279dae2674ec12f7cb9c12739cee64d8/rpds_py-0.28.0-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:d61b355c3275acb825f8777d6c4505f42b5007e357af500939d4a35b19177259", size = 390482, upload-time = "2025-10-22T22:23:05.391Z" }, - { url = "https://files.pythonhosted.org/packages/e3/f0/886bd515ed457b5bd93b166175edb80a0b21a210c10e993392127f1e3931/rpds_py-0.28.0-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:acbe5e8b1026c0c580d0321c8aae4b0a1e1676861d48d6e8c6586625055b606a", size = 402447, upload-time = "2025-10-22T22:23:06.93Z" }, - { url = "https://files.pythonhosted.org/packages/42/b5/71e8777ac55e6af1f4f1c05b47542a1eaa6c33c1cf0d300dca6a1c6e159a/rpds_py-0.28.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:8aa23b6f0fc59b85b4c7d89ba2965af274346f738e8d9fc2455763602e62fd5f", size = 552385, upload-time = "2025-10-22T22:23:08.557Z" }, - { url = "https://files.pythonhosted.org/packages/5d/cb/6ca2d70cbda5a8e36605e7788c4aa3bea7c17d71d213465a5a675079b98d/rpds_py-0.28.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:7b14b0c680286958817c22d76fcbca4800ddacef6f678f3a7c79a1fe7067fe37", size = 575642, upload-time = "2025-10-22T22:23:10.348Z" }, - { url = "https://files.pythonhosted.org/packages/4a/d4/407ad9960ca7856d7b25c96dcbe019270b5ffdd83a561787bc682c797086/rpds_py-0.28.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:bcf1d210dfee61a6c86551d67ee1031899c0fdbae88b2d44a569995d43797712", size = 544507, upload-time = "2025-10-22T22:23:12.434Z" }, - { url = "https://files.pythonhosted.org/packages/51/31/2f46fe0efcac23fbf5797c6b6b7e1c76f7d60773e525cb65fcbc582ee0f2/rpds_py-0.28.0-cp313-cp313t-win32.whl", hash = "sha256:3aa4dc0fdab4a7029ac63959a3ccf4ed605fee048ba67ce89ca3168da34a1342", size = 205376, upload-time = "2025-10-22T22:23:13.979Z" }, - { url = "https://files.pythonhosted.org/packages/92/e4/15947bda33cbedfc134490a41841ab8870a72a867a03d4969d886f6594a2/rpds_py-0.28.0-cp313-cp313t-win_amd64.whl", hash = "sha256:7b7d9d83c942855e4fdcfa75d4f96f6b9e272d42fffcb72cd4bb2577db2e2907", size = 215907, upload-time = "2025-10-22T22:23:15.5Z" }, - { url = "https://files.pythonhosted.org/packages/08/47/ffe8cd7a6a02833b10623bf765fbb57ce977e9a4318ca0e8cf97e9c3d2b3/rpds_py-0.28.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:dcdcb890b3ada98a03f9f2bb108489cdc7580176cb73b4f2d789e9a1dac1d472", size = 353830, upload-time = "2025-10-22T22:23:17.03Z" }, - { url = "https://files.pythonhosted.org/packages/f9/9f/890f36cbd83a58491d0d91ae0db1702639edb33fb48eeb356f80ecc6b000/rpds_py-0.28.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:f274f56a926ba2dc02976ca5b11c32855cbd5925534e57cfe1fda64e04d1add2", size = 341819, upload-time = "2025-10-22T22:23:18.57Z" }, - { url = "https://files.pythonhosted.org/packages/09/e3/921eb109f682aa24fb76207698fbbcf9418738f35a40c21652c29053f23d/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4fe0438ac4a29a520ea94c8c7f1754cdd8feb1bc490dfda1bfd990072363d527", size = 373127, upload-time = "2025-10-22T22:23:20.216Z" }, - { url = "https://files.pythonhosted.org/packages/23/13/bce4384d9f8f4989f1a9599c71b7a2d877462e5fd7175e1f69b398f729f4/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8a358a32dd3ae50e933347889b6af9a1bdf207ba5d1a3f34e1a38cd3540e6733", size = 382767, upload-time = "2025-10-22T22:23:21.787Z" }, - { url = "https://files.pythonhosted.org/packages/23/e1/579512b2d89a77c64ccef5a0bc46a6ef7f72ae0cf03d4b26dcd52e57ee0a/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e80848a71c78aa328fefaba9c244d588a342c8e03bda518447b624ea64d1ff56", size = 517585, upload-time = "2025-10-22T22:23:23.699Z" }, - { url = "https://files.pythonhosted.org/packages/62/3c/ca704b8d324a2591b0b0adcfcaadf9c862375b11f2f667ac03c61b4fd0a6/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f586db2e209d54fe177e58e0bc4946bea5fb0102f150b1b2f13de03e1f0976f8", size = 399828, upload-time = "2025-10-22T22:23:25.713Z" }, - { url = "https://files.pythonhosted.org/packages/da/37/e84283b9e897e3adc46b4c88bb3f6ec92a43bd4d2f7ef5b13459963b2e9c/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ae8ee156d6b586e4292491e885d41483136ab994e719a13458055bec14cf370", size = 375509, upload-time = "2025-10-22T22:23:27.32Z" }, - { url = "https://files.pythonhosted.org/packages/1a/c2/a980beab869d86258bf76ec42dec778ba98151f253a952b02fe36d72b29c/rpds_py-0.28.0-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:a805e9b3973f7e27f7cab63a6b4f61d90f2e5557cff73b6e97cd5b8540276d3d", size = 392014, upload-time = "2025-10-22T22:23:29.332Z" }, - { url = "https://files.pythonhosted.org/packages/da/b5/b1d3c5f9d3fa5aeef74265f9c64de3c34a0d6d5cd3c81c8b17d5c8f10ed4/rpds_py-0.28.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5d3fd16b6dc89c73a4da0b4ac8b12a7ecc75b2864b95c9e5afed8003cb50a728", size = 402410, upload-time = "2025-10-22T22:23:31.14Z" }, - { url = "https://files.pythonhosted.org/packages/74/ae/cab05ff08dfcc052afc73dcb38cbc765ffc86f94e966f3924cd17492293c/rpds_py-0.28.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:6796079e5d24fdaba6d49bda28e2c47347e89834678f2bc2c1b4fc1489c0fb01", size = 553593, upload-time = "2025-10-22T22:23:32.834Z" }, - { url = "https://files.pythonhosted.org/packages/70/80/50d5706ea2a9bfc9e9c5f401d91879e7c790c619969369800cde202da214/rpds_py-0.28.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:76500820c2af232435cbe215e3324c75b950a027134e044423f59f5b9a1ba515", size = 576925, upload-time = "2025-10-22T22:23:34.47Z" }, - { url = "https://files.pythonhosted.org/packages/ab/12/85a57d7a5855a3b188d024b099fd09c90db55d32a03626d0ed16352413ff/rpds_py-0.28.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:bbdc5640900a7dbf9dd707fe6388972f5bbd883633eb68b76591044cfe346f7e", size = 542444, upload-time = "2025-10-22T22:23:36.093Z" }, - { url = "https://files.pythonhosted.org/packages/6c/65/10643fb50179509150eb94d558e8837c57ca8b9adc04bd07b98e57b48f8c/rpds_py-0.28.0-cp314-cp314-win32.whl", hash = "sha256:adc8aa88486857d2b35d75f0640b949759f79dc105f50aa2c27816b2e0dd749f", size = 207968, upload-time = "2025-10-22T22:23:37.638Z" }, - { url = "https://files.pythonhosted.org/packages/b4/84/0c11fe4d9aaea784ff4652499e365963222481ac647bcd0251c88af646eb/rpds_py-0.28.0-cp314-cp314-win_amd64.whl", hash = "sha256:66e6fa8e075b58946e76a78e69e1a124a21d9a48a5b4766d15ba5b06869d1fa1", size = 218876, upload-time = "2025-10-22T22:23:39.179Z" }, - { url = "https://files.pythonhosted.org/packages/0f/e0/3ab3b86ded7bb18478392dc3e835f7b754cd446f62f3fc96f4fe2aca78f6/rpds_py-0.28.0-cp314-cp314-win_arm64.whl", hash = "sha256:a6fe887c2c5c59413353b7c0caff25d0e566623501ccfff88957fa438a69377d", size = 212506, upload-time = "2025-10-22T22:23:40.755Z" }, - { url = "https://files.pythonhosted.org/packages/51/ec/d5681bb425226c3501eab50fc30e9d275de20c131869322c8a1729c7b61c/rpds_py-0.28.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:7a69df082db13c7070f7b8b1f155fa9e687f1d6aefb7b0e3f7231653b79a067b", size = 355433, upload-time = "2025-10-22T22:23:42.259Z" }, - { url = "https://files.pythonhosted.org/packages/be/ec/568c5e689e1cfb1ea8b875cffea3649260955f677fdd7ddc6176902d04cd/rpds_py-0.28.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:b1cde22f2c30ebb049a9e74c5374994157b9b70a16147d332f89c99c5960737a", size = 342601, upload-time = "2025-10-22T22:23:44.372Z" }, - { url = "https://files.pythonhosted.org/packages/32/fe/51ada84d1d2a1d9d8f2c902cfddd0133b4a5eb543196ab5161d1c07ed2ad/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5338742f6ba7a51012ea470bd4dc600a8c713c0c72adaa0977a1b1f4327d6592", size = 372039, upload-time = "2025-10-22T22:23:46.025Z" }, - { url = "https://files.pythonhosted.org/packages/07/c1/60144a2f2620abade1a78e0d91b298ac2d9b91bc08864493fa00451ef06e/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e1460ebde1bcf6d496d80b191d854adedcc619f84ff17dc1c6d550f58c9efbba", size = 382407, upload-time = "2025-10-22T22:23:48.098Z" }, - { url = "https://files.pythonhosted.org/packages/45/ed/091a7bbdcf4038a60a461df50bc4c82a7ed6d5d5e27649aab61771c17585/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e3eb248f2feba84c692579257a043a7699e28a77d86c77b032c1d9fbb3f0219c", size = 518172, upload-time = "2025-10-22T22:23:50.16Z" }, - { url = "https://files.pythonhosted.org/packages/54/dd/02cc90c2fd9c2ef8016fd7813bfacd1c3a1325633ec8f244c47b449fc868/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bd3bbba5def70b16cd1c1d7255666aad3b290fbf8d0fe7f9f91abafb73611a91", size = 399020, upload-time = "2025-10-22T22:23:51.81Z" }, - { url = "https://files.pythonhosted.org/packages/ab/81/5d98cc0329bbb911ccecd0b9e19fbf7f3a5de8094b4cda5e71013b2dd77e/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3114f4db69ac5a1f32e7e4d1cbbe7c8f9cf8217f78e6e002cedf2d54c2a548ed", size = 377451, upload-time = "2025-10-22T22:23:53.711Z" }, - { url = "https://files.pythonhosted.org/packages/b4/07/4d5bcd49e3dfed2d38e2dcb49ab6615f2ceb9f89f5a372c46dbdebb4e028/rpds_py-0.28.0-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:4b0cb8a906b1a0196b863d460c0222fb8ad0f34041568da5620f9799b83ccf0b", size = 390355, upload-time = "2025-10-22T22:23:55.299Z" }, - { url = "https://files.pythonhosted.org/packages/3f/79/9f14ba9010fee74e4f40bf578735cfcbb91d2e642ffd1abe429bb0b96364/rpds_py-0.28.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cf681ac76a60b667106141e11a92a3330890257e6f559ca995fbb5265160b56e", size = 403146, upload-time = "2025-10-22T22:23:56.929Z" }, - { url = "https://files.pythonhosted.org/packages/39/4c/f08283a82ac141331a83a40652830edd3a4a92c34e07e2bbe00baaea2f5f/rpds_py-0.28.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1e8ee6413cfc677ce8898d9cde18cc3a60fc2ba756b0dec5b71eb6eb21c49fa1", size = 552656, upload-time = "2025-10-22T22:23:58.62Z" }, - { url = "https://files.pythonhosted.org/packages/61/47/d922fc0666f0dd8e40c33990d055f4cc6ecff6f502c2d01569dbed830f9b/rpds_py-0.28.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:b3072b16904d0b5572a15eb9d31c1954e0d3227a585fc1351aa9878729099d6c", size = 576782, upload-time = "2025-10-22T22:24:00.312Z" }, - { url = "https://files.pythonhosted.org/packages/d3/0c/5bafdd8ccf6aa9d3bfc630cfece457ff5b581af24f46a9f3590f790e3df2/rpds_py-0.28.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b670c30fd87a6aec281c3c9896d3bae4b205fd75d79d06dc87c2503717e46092", size = 544671, upload-time = "2025-10-22T22:24:02.297Z" }, - { url = "https://files.pythonhosted.org/packages/2c/37/dcc5d8397caa924988693519069d0beea077a866128719351a4ad95e82fc/rpds_py-0.28.0-cp314-cp314t-win32.whl", hash = "sha256:8014045a15b4d2b3476f0a287fcc93d4f823472d7d1308d47884ecac9e612be3", size = 205749, upload-time = "2025-10-22T22:24:03.848Z" }, - { url = "https://files.pythonhosted.org/packages/d7/69/64d43b21a10d72b45939a28961216baeb721cc2a430f5f7c3bfa21659a53/rpds_py-0.28.0-cp314-cp314t-win_amd64.whl", hash = "sha256:7a4e59c90d9c27c561eb3160323634a9ff50b04e4f7820600a2beb0ac90db578", size = 216233, upload-time = "2025-10-22T22:24:05.471Z" }, - { url = "https://files.pythonhosted.org/packages/ae/bc/b43f2ea505f28119bd551ae75f70be0c803d2dbcd37c1b3734909e40620b/rpds_py-0.28.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:f5e7101145427087e493b9c9b959da68d357c28c562792300dd21a095118ed16", size = 363913, upload-time = "2025-10-22T22:24:07.129Z" }, - { url = "https://files.pythonhosted.org/packages/28/f2/db318195d324c89a2c57dc5195058cbadd71b20d220685c5bd1da79ee7fe/rpds_py-0.28.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:31eb671150b9c62409a888850aaa8e6533635704fe2b78335f9aaf7ff81eec4d", size = 350452, upload-time = "2025-10-22T22:24:08.754Z" }, - { url = "https://files.pythonhosted.org/packages/ae/f2/1391c819b8573a4898cedd6b6c5ec5bc370ce59e5d6bdcebe3c9c1db4588/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48b55c1f64482f7d8bd39942f376bfdf2f6aec637ee8c805b5041e14eeb771db", size = 380957, upload-time = "2025-10-22T22:24:10.826Z" }, - { url = "https://files.pythonhosted.org/packages/5a/5c/e5de68ee7eb7248fce93269833d1b329a196d736aefb1a7481d1e99d1222/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:24743a7b372e9a76171f6b69c01aedf927e8ac3e16c474d9fe20d552a8cb45c7", size = 391919, upload-time = "2025-10-22T22:24:12.559Z" }, - { url = "https://files.pythonhosted.org/packages/fb/4f/2376336112cbfeb122fd435d608ad8d5041b3aed176f85a3cb32c262eb80/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:389c29045ee8bbb1627ea190b4976a310a295559eaf9f1464a1a6f2bf84dde78", size = 528541, upload-time = "2025-10-22T22:24:14.197Z" }, - { url = "https://files.pythonhosted.org/packages/68/53/5ae232e795853dd20da7225c5dd13a09c0a905b1a655e92bdf8d78a99fd9/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:23690b5827e643150cf7b49569679ec13fe9a610a15949ed48b85eb7f98f34ec", size = 405629, upload-time = "2025-10-22T22:24:16.001Z" }, - { url = "https://files.pythonhosted.org/packages/b9/2d/351a3b852b683ca9b6b8b38ed9efb2347596973849ba6c3a0e99877c10aa/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f0c9266c26580e7243ad0d72fc3e01d6b33866cfab5084a6da7576bcf1c4f72", size = 384123, upload-time = "2025-10-22T22:24:17.585Z" }, - { url = "https://files.pythonhosted.org/packages/e0/15/870804daa00202728cc91cb8e2385fa9f1f4eb49857c49cfce89e304eae6/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:4c6c4db5d73d179746951486df97fd25e92396be07fc29ee8ff9a8f5afbdfb27", size = 400923, upload-time = "2025-10-22T22:24:19.512Z" }, - { url = "https://files.pythonhosted.org/packages/53/25/3706b83c125fa2a0bccceac951de3f76631f6bd0ee4d02a0ed780712ef1b/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a3b695a8fa799dd2cfdb4804b37096c5f6dba1ac7f48a7fbf6d0485bcd060316", size = 413767, upload-time = "2025-10-22T22:24:21.316Z" }, - { url = "https://files.pythonhosted.org/packages/ef/f9/ce43dbe62767432273ed2584cef71fef8411bddfb64125d4c19128015018/rpds_py-0.28.0-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:6aa1bfce3f83baf00d9c5fcdbba93a3ab79958b4c7d7d1f55e7fe68c20e63912", size = 561530, upload-time = "2025-10-22T22:24:22.958Z" }, - { url = "https://files.pythonhosted.org/packages/46/c9/ffe77999ed8f81e30713dd38fd9ecaa161f28ec48bb80fa1cd9118399c27/rpds_py-0.28.0-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:7b0f9dceb221792b3ee6acb5438eb1f02b0cb2c247796a72b016dcc92c6de829", size = 585453, upload-time = "2025-10-22T22:24:24.779Z" }, - { url = "https://files.pythonhosted.org/packages/ed/d2/4a73b18821fd4669762c855fd1f4e80ceb66fb72d71162d14da58444a763/rpds_py-0.28.0-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:5d0145edba8abd3db0ab22b5300c99dc152f5c9021fab861be0f0544dc3cbc5f", size = 552199, upload-time = "2025-10-22T22:24:26.54Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/48/dc/95f074d43452b3ef5d06276696ece4b3b5d696e7c9ad7173c54b1390cd70/rpds_py-0.28.0.tar.gz", hash = "sha256:abd4df20485a0983e2ca334a216249b6186d6e3c1627e106651943dbdb791aea", size = 27419 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/82/f8/13bb772dc7cbf2c3c5b816febc34fa0cb2c64a08e0569869585684ce6631/rpds_py-0.28.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:7b6013db815417eeb56b2d9d7324e64fcd4fa289caeee6e7a78b2e11fc9b438a", size = 362820 }, + { url = "https://files.pythonhosted.org/packages/84/91/6acce964aab32469c3dbe792cb041a752d64739c534e9c493c701ef0c032/rpds_py-0.28.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1a4c6b05c685c0c03f80dabaeb73e74218c49deea965ca63f76a752807397207", size = 348499 }, + { url = "https://files.pythonhosted.org/packages/f1/93/c05bb1f4f5e0234db7c4917cb8dd5e2e0a9a7b26dc74b1b7bee3c9cfd477/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f4794c6c3fbe8f9ac87699b131a1f26e7b4abcf6d828da46a3a52648c7930eba", size = 379356 }, + { url = "https://files.pythonhosted.org/packages/5c/37/e292da436f0773e319753c567263427cdf6c645d30b44f09463ff8216cda/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:2e8456b6ee5527112ff2354dd9087b030e3429e43a74f480d4a5ca79d269fd85", size = 390151 }, + { url = "https://files.pythonhosted.org/packages/76/87/a4e3267131616e8faf10486dc00eaedf09bd61c87f01e5ef98e782ee06c9/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:beb880a9ca0a117415f241f66d56025c02037f7c4efc6fe59b5b8454f1eaa50d", size = 524831 }, + { url = "https://files.pythonhosted.org/packages/e1/c8/4a4ca76f0befae9515da3fad11038f0fce44f6bb60b21fe9d9364dd51fb0/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6897bebb118c44b38c9cb62a178e09f1593c949391b9a1a6fe777ccab5934ee7", size = 404687 }, + { url = "https://files.pythonhosted.org/packages/6a/65/118afe854424456beafbbebc6b34dcf6d72eae3a08b4632bc4220f8240d9/rpds_py-0.28.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b1b553dd06e875249fd43efd727785efb57a53180e0fde321468222eabbeaafa", size = 382683 }, + { url = "https://files.pythonhosted.org/packages/f7/bc/0625064041fb3a0c77ecc8878c0e8341b0ae27ad0f00cf8f2b57337a1e63/rpds_py-0.28.0-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:f0b2044fdddeea5b05df832e50d2a06fe61023acb44d76978e1b060206a8a476", size = 398927 }, + { url = "https://files.pythonhosted.org/packages/5d/1a/fed7cf2f1ee8a5e4778f2054153f2cfcf517748875e2f5b21cf8907cd77d/rpds_py-0.28.0-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:05cf1e74900e8da73fa08cc76c74a03345e5a3e37691d07cfe2092d7d8e27b04", size = 411590 }, + { url = "https://files.pythonhosted.org/packages/c1/64/a8e0f67fa374a6c472dbb0afdaf1ef744724f165abb6899f20e2f1563137/rpds_py-0.28.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:efd489fec7c311dae25e94fe7eeda4b3d06be71c68f2cf2e8ef990ffcd2cd7e8", size = 559843 }, + { url = "https://files.pythonhosted.org/packages/a9/ea/e10353f6d7c105be09b8135b72787a65919971ae0330ad97d87e4e199880/rpds_py-0.28.0-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:ada7754a10faacd4f26067e62de52d6af93b6d9542f0df73c57b9771eb3ba9c4", size = 584188 }, + { url = "https://files.pythonhosted.org/packages/18/b0/a19743e0763caf0c89f6fc6ba6fbd9a353b24ffb4256a492420c5517da5a/rpds_py-0.28.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c2a34fd26588949e1e7977cfcbb17a9a42c948c100cab890c6d8d823f0586457", size = 550052 }, + { url = "https://files.pythonhosted.org/packages/de/bc/ec2c004f6c7d6ab1e25dae875cdb1aee087c3ebed5b73712ed3000e3851a/rpds_py-0.28.0-cp310-cp310-win32.whl", hash = "sha256:f9174471d6920cbc5e82a7822de8dfd4dcea86eb828b04fc8c6519a77b0ee51e", size = 215110 }, + { url = "https://files.pythonhosted.org/packages/6c/de/4ce8abf59674e17187023933547d2018363e8fc76ada4f1d4d22871ccb6e/rpds_py-0.28.0-cp310-cp310-win_amd64.whl", hash = "sha256:6e32dd207e2c4f8475257a3540ab8a93eff997abfa0a3fdb287cae0d6cd874b8", size = 223850 }, + { url = "https://files.pythonhosted.org/packages/a6/34/058d0db5471c6be7bef82487ad5021ff8d1d1d27794be8730aad938649cf/rpds_py-0.28.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:03065002fd2e287725d95fbc69688e0c6daf6c6314ba38bdbaa3895418e09296", size = 362344 }, + { url = "https://files.pythonhosted.org/packages/5d/67/9503f0ec8c055a0782880f300c50a2b8e5e72eb1f94dfc2053da527444dd/rpds_py-0.28.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:28ea02215f262b6d078daec0b45344c89e161eab9526b0d898221d96fdda5f27", size = 348440 }, + { url = "https://files.pythonhosted.org/packages/68/2e/94223ee9b32332a41d75b6f94b37b4ce3e93878a556fc5f152cbd856a81f/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:25dbade8fbf30bcc551cb352376c0ad64b067e4fc56f90e22ba70c3ce205988c", size = 379068 }, + { url = "https://files.pythonhosted.org/packages/b4/25/54fd48f9f680cfc44e6a7f39a5fadf1d4a4a1fd0848076af4a43e79f998c/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:3c03002f54cc855860bfdc3442928ffdca9081e73b5b382ed0b9e8efe6e5e205", size = 390518 }, + { url = "https://files.pythonhosted.org/packages/1b/85/ac258c9c27f2ccb1bd5d0697e53a82ebcf8088e3186d5d2bf8498ee7ed44/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b9699fa7990368b22032baf2b2dce1f634388e4ffc03dfefaaac79f4695edc95", size = 525319 }, + { url = "https://files.pythonhosted.org/packages/40/cb/c6734774789566d46775f193964b76627cd5f42ecf246d257ce84d1912ed/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:b9b06fe1a75e05e0713f06ea0c89ecb6452210fd60e2f1b6ddc1067b990e08d9", size = 404896 }, + { url = "https://files.pythonhosted.org/packages/1f/53/14e37ce83202c632c89b0691185dca9532288ff9d390eacae3d2ff771bae/rpds_py-0.28.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac9f83e7b326a3f9ec3ef84cda98fb0a74c7159f33e692032233046e7fd15da2", size = 382862 }, + { url = "https://files.pythonhosted.org/packages/6a/83/f3642483ca971a54d60caa4449f9d6d4dbb56a53e0072d0deff51b38af74/rpds_py-0.28.0-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:0d3259ea9ad8743a75a43eb7819324cdab393263c91be86e2d1901ee65c314e0", size = 398848 }, + { url = "https://files.pythonhosted.org/packages/44/09/2d9c8b2f88e399b4cfe86efdf2935feaf0394e4f14ab30c6c5945d60af7d/rpds_py-0.28.0-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:9a7548b345f66f6695943b4ef6afe33ccd3f1b638bd9afd0f730dd255c249c9e", size = 412030 }, + { url = "https://files.pythonhosted.org/packages/dd/f5/e1cec473d4bde6df1fd3738be8e82d64dd0600868e76e92dfeaebbc2d18f/rpds_py-0.28.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:c9a40040aa388b037eb39416710fbcce9443498d2eaab0b9b45ae988b53f5c67", size = 559700 }, + { url = "https://files.pythonhosted.org/packages/8d/be/73bb241c1649edbf14e98e9e78899c2c5e52bbe47cb64811f44d2cc11808/rpds_py-0.28.0-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:8f60c7ea34e78c199acd0d3cda37a99be2c861dd2b8cf67399784f70c9f8e57d", size = 584581 }, + { url = "https://files.pythonhosted.org/packages/9c/9c/ffc6e9218cd1eb5c2c7dbd276c87cd10e8c2232c456b554169eb363381df/rpds_py-0.28.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1571ae4292649100d743b26d5f9c63503bb1fedf538a8f29a98dce2d5ba6b4e6", size = 549981 }, + { url = "https://files.pythonhosted.org/packages/5f/50/da8b6d33803a94df0149345ee33e5d91ed4d25fc6517de6a25587eae4133/rpds_py-0.28.0-cp311-cp311-win32.whl", hash = "sha256:5cfa9af45e7c1140af7321fa0bef25b386ee9faa8928c80dc3a5360971a29e8c", size = 214729 }, + { url = "https://files.pythonhosted.org/packages/12/fd/b0f48c4c320ee24c8c20df8b44acffb7353991ddf688af01eef5f93d7018/rpds_py-0.28.0-cp311-cp311-win_amd64.whl", hash = "sha256:dd8d86b5d29d1b74100982424ba53e56033dc47720a6de9ba0259cf81d7cecaa", size = 223977 }, + { url = "https://files.pythonhosted.org/packages/b4/21/c8e77a2ac66e2ec4e21f18a04b4e9a0417ecf8e61b5eaeaa9360a91713b4/rpds_py-0.28.0-cp311-cp311-win_arm64.whl", hash = "sha256:4e27d3a5709cc2b3e013bf93679a849213c79ae0573f9b894b284b55e729e120", size = 217326 }, + { url = "https://files.pythonhosted.org/packages/b8/5c/6c3936495003875fe7b14f90ea812841a08fca50ab26bd840e924097d9c8/rpds_py-0.28.0-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:6b4f28583a4f247ff60cd7bdda83db8c3f5b05a7a82ff20dd4b078571747708f", size = 366439 }, + { url = "https://files.pythonhosted.org/packages/56/f9/a0f1ca194c50aa29895b442771f036a25b6c41a35e4f35b1a0ea713bedae/rpds_py-0.28.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:d678e91b610c29c4b3d52a2c148b641df2b4676ffe47c59f6388d58b99cdc424", size = 348170 }, + { url = "https://files.pythonhosted.org/packages/18/ea/42d243d3a586beb72c77fa5def0487daf827210069a95f36328e869599ea/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e819e0e37a44a78e1383bf1970076e2ccc4dc8c2bbaa2f9bd1dc987e9afff628", size = 378838 }, + { url = "https://files.pythonhosted.org/packages/e7/78/3de32e18a94791af8f33601402d9d4f39613136398658412a4e0b3047327/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5ee514e0f0523db5d3fb171f397c54875dbbd69760a414dccf9d4d7ad628b5bd", size = 393299 }, + { url = "https://files.pythonhosted.org/packages/13/7e/4bdb435afb18acea2eb8a25ad56b956f28de7c59f8a1d32827effa0d4514/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5f3fa06d27fdcee47f07a39e02862da0100cb4982508f5ead53ec533cd5fe55e", size = 518000 }, + { url = "https://files.pythonhosted.org/packages/31/d0/5f52a656875cdc60498ab035a7a0ac8f399890cc1ee73ebd567bac4e39ae/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:46959ef2e64f9e4a41fc89aa20dbca2b85531f9a72c21099a3360f35d10b0d5a", size = 408746 }, + { url = "https://files.pythonhosted.org/packages/3e/cd/49ce51767b879cde77e7ad9fae164ea15dce3616fe591d9ea1df51152706/rpds_py-0.28.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8455933b4bcd6e83fde3fefc987a023389c4b13f9a58c8d23e4b3f6d13f78c84", size = 386379 }, + { url = "https://files.pythonhosted.org/packages/6a/99/e4e1e1ee93a98f72fc450e36c0e4d99c35370220e815288e3ecd2ec36a2a/rpds_py-0.28.0-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:ad50614a02c8c2962feebe6012b52f9802deec4263946cddea37aaf28dd25a66", size = 401280 }, + { url = "https://files.pythonhosted.org/packages/61/35/e0c6a57488392a8b319d2200d03dad2b29c0db9996f5662c3b02d0b86c02/rpds_py-0.28.0-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:e5deca01b271492553fdb6c7fd974659dce736a15bae5dad7ab8b93555bceb28", size = 412365 }, + { url = "https://files.pythonhosted.org/packages/ff/6a/841337980ea253ec797eb084665436007a1aad0faac1ba097fb906c5f69c/rpds_py-0.28.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:735f8495a13159ce6a0d533f01e8674cec0c57038c920495f87dcb20b3ddb48a", size = 559573 }, + { url = "https://files.pythonhosted.org/packages/e7/5e/64826ec58afd4c489731f8b00729c5f6afdb86f1df1df60bfede55d650bb/rpds_py-0.28.0-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:961ca621ff10d198bbe6ba4957decca61aa2a0c56695384c1d6b79bf61436df5", size = 583973 }, + { url = "https://files.pythonhosted.org/packages/b6/ee/44d024b4843f8386a4eeaa4c171b3d31d55f7177c415545fd1a24c249b5d/rpds_py-0.28.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2374e16cc9131022e7d9a8f8d65d261d9ba55048c78f3b6e017971a4f5e6353c", size = 553800 }, + { url = "https://files.pythonhosted.org/packages/7d/89/33e675dccff11a06d4d85dbb4d1865f878d5020cbb69b2c1e7b2d3f82562/rpds_py-0.28.0-cp312-cp312-win32.whl", hash = "sha256:d15431e334fba488b081d47f30f091e5d03c18527c325386091f31718952fe08", size = 216954 }, + { url = "https://files.pythonhosted.org/packages/af/36/45f6ebb3210887e8ee6dbf1bc710ae8400bb417ce165aaf3024b8360d999/rpds_py-0.28.0-cp312-cp312-win_amd64.whl", hash = "sha256:a410542d61fc54710f750d3764380b53bf09e8c4edbf2f9141a82aa774a04f7c", size = 227844 }, + { url = "https://files.pythonhosted.org/packages/57/91/f3fb250d7e73de71080f9a221d19bd6a1c1eb0d12a1ea26513f6c1052ad6/rpds_py-0.28.0-cp312-cp312-win_arm64.whl", hash = "sha256:1f0cfd1c69e2d14f8c892b893997fa9a60d890a0c8a603e88dca4955f26d1edd", size = 217624 }, + { url = "https://files.pythonhosted.org/packages/d3/03/ce566d92611dfac0085c2f4b048cd53ed7c274a5c05974b882a908d540a2/rpds_py-0.28.0-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:e9e184408a0297086f880556b6168fa927d677716f83d3472ea333b42171ee3b", size = 366235 }, + { url = "https://files.pythonhosted.org/packages/00/34/1c61da1b25592b86fd285bd7bd8422f4c9d748a7373b46126f9ae792a004/rpds_py-0.28.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:edd267266a9b0448f33dc465a97cfc5d467594b600fe28e7fa2f36450e03053a", size = 348241 }, + { url = "https://files.pythonhosted.org/packages/fc/00/ed1e28616848c61c493a067779633ebf4b569eccaacf9ccbdc0e7cba2b9d/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:85beb8b3f45e4e32f6802fb6cd6b17f615ef6c6a52f265371fb916fae02814aa", size = 378079 }, + { url = "https://files.pythonhosted.org/packages/11/b2/ccb30333a16a470091b6e50289adb4d3ec656fd9951ba8c5e3aaa0746a67/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:d2412be8d00a1b895f8ad827cc2116455196e20ed994bb704bf138fe91a42724", size = 393151 }, + { url = "https://files.pythonhosted.org/packages/8c/d0/73e2217c3ee486d555cb84920597480627d8c0240ff3062005c6cc47773e/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cf128350d384b777da0e68796afdcebc2e9f63f0e9f242217754e647f6d32491", size = 517520 }, + { url = "https://files.pythonhosted.org/packages/c4/91/23efe81c700427d0841a4ae7ea23e305654381831e6029499fe80be8a071/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a2036d09b363aa36695d1cc1a97b36865597f4478470b0697b5ee9403f4fe399", size = 408699 }, + { url = "https://files.pythonhosted.org/packages/ca/ee/a324d3198da151820a326c1f988caaa4f37fc27955148a76fff7a2d787a9/rpds_py-0.28.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b8e1e9be4fa6305a16be628959188e4fd5cd6f1b0e724d63c6d8b2a8adf74ea6", size = 385720 }, + { url = "https://files.pythonhosted.org/packages/19/ad/e68120dc05af8b7cab4a789fccd8cdcf0fe7e6581461038cc5c164cd97d2/rpds_py-0.28.0-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:0a403460c9dd91a7f23fc3188de6d8977f1d9603a351d5db6cf20aaea95b538d", size = 401096 }, + { url = "https://files.pythonhosted.org/packages/99/90/c1e070620042459d60df6356b666bb1f62198a89d68881816a7ed121595a/rpds_py-0.28.0-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:d7366b6553cdc805abcc512b849a519167db8f5e5c3472010cd1228b224265cb", size = 411465 }, + { url = "https://files.pythonhosted.org/packages/68/61/7c195b30d57f1b8d5970f600efee72a4fad79ec829057972e13a0370fd24/rpds_py-0.28.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:5b43c6a3726efd50f18d8120ec0551241c38785b68952d240c45ea553912ac41", size = 558832 }, + { url = "https://files.pythonhosted.org/packages/b0/3d/06f3a718864773f69941d4deccdf18e5e47dd298b4628062f004c10f3b34/rpds_py-0.28.0-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:0cb7203c7bc69d7c1585ebb33a2e6074492d2fc21ad28a7b9d40457ac2a51ab7", size = 583230 }, + { url = "https://files.pythonhosted.org/packages/66/df/62fc783781a121e77fee9a21ead0a926f1b652280a33f5956a5e7833ed30/rpds_py-0.28.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:7a52a5169c664dfb495882adc75c304ae1d50df552fbd68e100fdc719dee4ff9", size = 553268 }, + { url = "https://files.pythonhosted.org/packages/84/85/d34366e335140a4837902d3dea89b51f087bd6a63c993ebdff59e93ee61d/rpds_py-0.28.0-cp313-cp313-win32.whl", hash = "sha256:2e42456917b6687215b3e606ab46aa6bca040c77af7df9a08a6dcfe8a4d10ca5", size = 217100 }, + { url = "https://files.pythonhosted.org/packages/3c/1c/f25a3f3752ad7601476e3eff395fe075e0f7813fbb9862bd67c82440e880/rpds_py-0.28.0-cp313-cp313-win_amd64.whl", hash = "sha256:e0a0311caedc8069d68fc2bf4c9019b58a2d5ce3cd7cb656c845f1615b577e1e", size = 227759 }, + { url = "https://files.pythonhosted.org/packages/e0/d6/5f39b42b99615b5bc2f36ab90423ea404830bdfee1c706820943e9a645eb/rpds_py-0.28.0-cp313-cp313-win_arm64.whl", hash = "sha256:04c1b207ab8b581108801528d59ad80aa83bb170b35b0ddffb29c20e411acdc1", size = 217326 }, + { url = "https://files.pythonhosted.org/packages/5c/8b/0c69b72d1cee20a63db534be0df271effe715ef6c744fdf1ff23bb2b0b1c/rpds_py-0.28.0-cp313-cp313t-macosx_10_12_x86_64.whl", hash = "sha256:f296ea3054e11fc58ad42e850e8b75c62d9a93a9f981ad04b2e5ae7d2186ff9c", size = 355736 }, + { url = "https://files.pythonhosted.org/packages/f7/6d/0c2ee773cfb55c31a8514d2cece856dd299170a49babd50dcffb15ddc749/rpds_py-0.28.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:5a7306c19b19005ad98468fcefeb7100b19c79fc23a5f24a12e06d91181193fa", size = 342677 }, + { url = "https://files.pythonhosted.org/packages/e2/1c/22513ab25a27ea205144414724743e305e8153e6abe81833b5e678650f5a/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e5d9b86aa501fed9862a443c5c3116f6ead8bc9296185f369277c42542bd646b", size = 371847 }, + { url = "https://files.pythonhosted.org/packages/60/07/68e6ccdb4b05115ffe61d31afc94adef1833d3a72f76c9632d4d90d67954/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e5bbc701eff140ba0e872691d573b3d5d30059ea26e5785acba9132d10c8c31d", size = 381800 }, + { url = "https://files.pythonhosted.org/packages/73/bf/6d6d15df80781d7f9f368e7c1a00caf764436518c4877fb28b029c4624af/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:9a5690671cd672a45aa8616d7374fdf334a1b9c04a0cac3c854b1136e92374fe", size = 518827 }, + { url = "https://files.pythonhosted.org/packages/7b/d3/2decbb2976cc452cbf12a2b0aaac5f1b9dc5dd9d1f7e2509a3ee00421249/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:9f1d92ecea4fa12f978a367c32a5375a1982834649cdb96539dcdc12e609ab1a", size = 399471 }, + { url = "https://files.pythonhosted.org/packages/b1/2c/f30892f9e54bd02e5faca3f6a26d6933c51055e67d54818af90abed9748e/rpds_py-0.28.0-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8d252db6b1a78d0a3928b6190156042d54c93660ce4d98290d7b16b5296fb7cc", size = 377578 }, + { url = "https://files.pythonhosted.org/packages/f0/5d/3bce97e5534157318f29ac06bf2d279dae2674ec12f7cb9c12739cee64d8/rpds_py-0.28.0-cp313-cp313t-manylinux_2_31_riscv64.whl", hash = "sha256:d61b355c3275acb825f8777d6c4505f42b5007e357af500939d4a35b19177259", size = 390482 }, + { url = "https://files.pythonhosted.org/packages/e3/f0/886bd515ed457b5bd93b166175edb80a0b21a210c10e993392127f1e3931/rpds_py-0.28.0-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:acbe5e8b1026c0c580d0321c8aae4b0a1e1676861d48d6e8c6586625055b606a", size = 402447 }, + { url = "https://files.pythonhosted.org/packages/42/b5/71e8777ac55e6af1f4f1c05b47542a1eaa6c33c1cf0d300dca6a1c6e159a/rpds_py-0.28.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:8aa23b6f0fc59b85b4c7d89ba2965af274346f738e8d9fc2455763602e62fd5f", size = 552385 }, + { url = "https://files.pythonhosted.org/packages/5d/cb/6ca2d70cbda5a8e36605e7788c4aa3bea7c17d71d213465a5a675079b98d/rpds_py-0.28.0-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:7b14b0c680286958817c22d76fcbca4800ddacef6f678f3a7c79a1fe7067fe37", size = 575642 }, + { url = "https://files.pythonhosted.org/packages/4a/d4/407ad9960ca7856d7b25c96dcbe019270b5ffdd83a561787bc682c797086/rpds_py-0.28.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:bcf1d210dfee61a6c86551d67ee1031899c0fdbae88b2d44a569995d43797712", size = 544507 }, + { url = "https://files.pythonhosted.org/packages/51/31/2f46fe0efcac23fbf5797c6b6b7e1c76f7d60773e525cb65fcbc582ee0f2/rpds_py-0.28.0-cp313-cp313t-win32.whl", hash = "sha256:3aa4dc0fdab4a7029ac63959a3ccf4ed605fee048ba67ce89ca3168da34a1342", size = 205376 }, + { url = "https://files.pythonhosted.org/packages/92/e4/15947bda33cbedfc134490a41841ab8870a72a867a03d4969d886f6594a2/rpds_py-0.28.0-cp313-cp313t-win_amd64.whl", hash = "sha256:7b7d9d83c942855e4fdcfa75d4f96f6b9e272d42fffcb72cd4bb2577db2e2907", size = 215907 }, + { url = "https://files.pythonhosted.org/packages/08/47/ffe8cd7a6a02833b10623bf765fbb57ce977e9a4318ca0e8cf97e9c3d2b3/rpds_py-0.28.0-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:dcdcb890b3ada98a03f9f2bb108489cdc7580176cb73b4f2d789e9a1dac1d472", size = 353830 }, + { url = "https://files.pythonhosted.org/packages/f9/9f/890f36cbd83a58491d0d91ae0db1702639edb33fb48eeb356f80ecc6b000/rpds_py-0.28.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:f274f56a926ba2dc02976ca5b11c32855cbd5925534e57cfe1fda64e04d1add2", size = 341819 }, + { url = "https://files.pythonhosted.org/packages/09/e3/921eb109f682aa24fb76207698fbbcf9418738f35a40c21652c29053f23d/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4fe0438ac4a29a520ea94c8c7f1754cdd8feb1bc490dfda1bfd990072363d527", size = 373127 }, + { url = "https://files.pythonhosted.org/packages/23/13/bce4384d9f8f4989f1a9599c71b7a2d877462e5fd7175e1f69b398f729f4/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:8a358a32dd3ae50e933347889b6af9a1bdf207ba5d1a3f34e1a38cd3540e6733", size = 382767 }, + { url = "https://files.pythonhosted.org/packages/23/e1/579512b2d89a77c64ccef5a0bc46a6ef7f72ae0cf03d4b26dcd52e57ee0a/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e80848a71c78aa328fefaba9c244d588a342c8e03bda518447b624ea64d1ff56", size = 517585 }, + { url = "https://files.pythonhosted.org/packages/62/3c/ca704b8d324a2591b0b0adcfcaadf9c862375b11f2f667ac03c61b4fd0a6/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f586db2e209d54fe177e58e0bc4946bea5fb0102f150b1b2f13de03e1f0976f8", size = 399828 }, + { url = "https://files.pythonhosted.org/packages/da/37/e84283b9e897e3adc46b4c88bb3f6ec92a43bd4d2f7ef5b13459963b2e9c/rpds_py-0.28.0-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5ae8ee156d6b586e4292491e885d41483136ab994e719a13458055bec14cf370", size = 375509 }, + { url = "https://files.pythonhosted.org/packages/1a/c2/a980beab869d86258bf76ec42dec778ba98151f253a952b02fe36d72b29c/rpds_py-0.28.0-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:a805e9b3973f7e27f7cab63a6b4f61d90f2e5557cff73b6e97cd5b8540276d3d", size = 392014 }, + { url = "https://files.pythonhosted.org/packages/da/b5/b1d3c5f9d3fa5aeef74265f9c64de3c34a0d6d5cd3c81c8b17d5c8f10ed4/rpds_py-0.28.0-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:5d3fd16b6dc89c73a4da0b4ac8b12a7ecc75b2864b95c9e5afed8003cb50a728", size = 402410 }, + { url = "https://files.pythonhosted.org/packages/74/ae/cab05ff08dfcc052afc73dcb38cbc765ffc86f94e966f3924cd17492293c/rpds_py-0.28.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:6796079e5d24fdaba6d49bda28e2c47347e89834678f2bc2c1b4fc1489c0fb01", size = 553593 }, + { url = "https://files.pythonhosted.org/packages/70/80/50d5706ea2a9bfc9e9c5f401d91879e7c790c619969369800cde202da214/rpds_py-0.28.0-cp314-cp314-musllinux_1_2_i686.whl", hash = "sha256:76500820c2af232435cbe215e3324c75b950a027134e044423f59f5b9a1ba515", size = 576925 }, + { url = "https://files.pythonhosted.org/packages/ab/12/85a57d7a5855a3b188d024b099fd09c90db55d32a03626d0ed16352413ff/rpds_py-0.28.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:bbdc5640900a7dbf9dd707fe6388972f5bbd883633eb68b76591044cfe346f7e", size = 542444 }, + { url = "https://files.pythonhosted.org/packages/6c/65/10643fb50179509150eb94d558e8837c57ca8b9adc04bd07b98e57b48f8c/rpds_py-0.28.0-cp314-cp314-win32.whl", hash = "sha256:adc8aa88486857d2b35d75f0640b949759f79dc105f50aa2c27816b2e0dd749f", size = 207968 }, + { url = "https://files.pythonhosted.org/packages/b4/84/0c11fe4d9aaea784ff4652499e365963222481ac647bcd0251c88af646eb/rpds_py-0.28.0-cp314-cp314-win_amd64.whl", hash = "sha256:66e6fa8e075b58946e76a78e69e1a124a21d9a48a5b4766d15ba5b06869d1fa1", size = 218876 }, + { url = "https://files.pythonhosted.org/packages/0f/e0/3ab3b86ded7bb18478392dc3e835f7b754cd446f62f3fc96f4fe2aca78f6/rpds_py-0.28.0-cp314-cp314-win_arm64.whl", hash = "sha256:a6fe887c2c5c59413353b7c0caff25d0e566623501ccfff88957fa438a69377d", size = 212506 }, + { url = "https://files.pythonhosted.org/packages/51/ec/d5681bb425226c3501eab50fc30e9d275de20c131869322c8a1729c7b61c/rpds_py-0.28.0-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:7a69df082db13c7070f7b8b1f155fa9e687f1d6aefb7b0e3f7231653b79a067b", size = 355433 }, + { url = "https://files.pythonhosted.org/packages/be/ec/568c5e689e1cfb1ea8b875cffea3649260955f677fdd7ddc6176902d04cd/rpds_py-0.28.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:b1cde22f2c30ebb049a9e74c5374994157b9b70a16147d332f89c99c5960737a", size = 342601 }, + { url = "https://files.pythonhosted.org/packages/32/fe/51ada84d1d2a1d9d8f2c902cfddd0133b4a5eb543196ab5161d1c07ed2ad/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5338742f6ba7a51012ea470bd4dc600a8c713c0c72adaa0977a1b1f4327d6592", size = 372039 }, + { url = "https://files.pythonhosted.org/packages/07/c1/60144a2f2620abade1a78e0d91b298ac2d9b91bc08864493fa00451ef06e/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e1460ebde1bcf6d496d80b191d854adedcc619f84ff17dc1c6d550f58c9efbba", size = 382407 }, + { url = "https://files.pythonhosted.org/packages/45/ed/091a7bbdcf4038a60a461df50bc4c82a7ed6d5d5e27649aab61771c17585/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e3eb248f2feba84c692579257a043a7699e28a77d86c77b032c1d9fbb3f0219c", size = 518172 }, + { url = "https://files.pythonhosted.org/packages/54/dd/02cc90c2fd9c2ef8016fd7813bfacd1c3a1325633ec8f244c47b449fc868/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:bd3bbba5def70b16cd1c1d7255666aad3b290fbf8d0fe7f9f91abafb73611a91", size = 399020 }, + { url = "https://files.pythonhosted.org/packages/ab/81/5d98cc0329bbb911ccecd0b9e19fbf7f3a5de8094b4cda5e71013b2dd77e/rpds_py-0.28.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3114f4db69ac5a1f32e7e4d1cbbe7c8f9cf8217f78e6e002cedf2d54c2a548ed", size = 377451 }, + { url = "https://files.pythonhosted.org/packages/b4/07/4d5bcd49e3dfed2d38e2dcb49ab6615f2ceb9f89f5a372c46dbdebb4e028/rpds_py-0.28.0-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:4b0cb8a906b1a0196b863d460c0222fb8ad0f34041568da5620f9799b83ccf0b", size = 390355 }, + { url = "https://files.pythonhosted.org/packages/3f/79/9f14ba9010fee74e4f40bf578735cfcbb91d2e642ffd1abe429bb0b96364/rpds_py-0.28.0-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:cf681ac76a60b667106141e11a92a3330890257e6f559ca995fbb5265160b56e", size = 403146 }, + { url = "https://files.pythonhosted.org/packages/39/4c/f08283a82ac141331a83a40652830edd3a4a92c34e07e2bbe00baaea2f5f/rpds_py-0.28.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1e8ee6413cfc677ce8898d9cde18cc3a60fc2ba756b0dec5b71eb6eb21c49fa1", size = 552656 }, + { url = "https://files.pythonhosted.org/packages/61/47/d922fc0666f0dd8e40c33990d055f4cc6ecff6f502c2d01569dbed830f9b/rpds_py-0.28.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:b3072b16904d0b5572a15eb9d31c1954e0d3227a585fc1351aa9878729099d6c", size = 576782 }, + { url = "https://files.pythonhosted.org/packages/d3/0c/5bafdd8ccf6aa9d3bfc630cfece457ff5b581af24f46a9f3590f790e3df2/rpds_py-0.28.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:b670c30fd87a6aec281c3c9896d3bae4b205fd75d79d06dc87c2503717e46092", size = 544671 }, + { url = "https://files.pythonhosted.org/packages/2c/37/dcc5d8397caa924988693519069d0beea077a866128719351a4ad95e82fc/rpds_py-0.28.0-cp314-cp314t-win32.whl", hash = "sha256:8014045a15b4d2b3476f0a287fcc93d4f823472d7d1308d47884ecac9e612be3", size = 205749 }, + { url = "https://files.pythonhosted.org/packages/d7/69/64d43b21a10d72b45939a28961216baeb721cc2a430f5f7c3bfa21659a53/rpds_py-0.28.0-cp314-cp314t-win_amd64.whl", hash = "sha256:7a4e59c90d9c27c561eb3160323634a9ff50b04e4f7820600a2beb0ac90db578", size = 216233 }, + { url = "https://files.pythonhosted.org/packages/ae/bc/b43f2ea505f28119bd551ae75f70be0c803d2dbcd37c1b3734909e40620b/rpds_py-0.28.0-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:f5e7101145427087e493b9c9b959da68d357c28c562792300dd21a095118ed16", size = 363913 }, + { url = "https://files.pythonhosted.org/packages/28/f2/db318195d324c89a2c57dc5195058cbadd71b20d220685c5bd1da79ee7fe/rpds_py-0.28.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:31eb671150b9c62409a888850aaa8e6533635704fe2b78335f9aaf7ff81eec4d", size = 350452 }, + { url = "https://files.pythonhosted.org/packages/ae/f2/1391c819b8573a4898cedd6b6c5ec5bc370ce59e5d6bdcebe3c9c1db4588/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:48b55c1f64482f7d8bd39942f376bfdf2f6aec637ee8c805b5041e14eeb771db", size = 380957 }, + { url = "https://files.pythonhosted.org/packages/5a/5c/e5de68ee7eb7248fce93269833d1b329a196d736aefb1a7481d1e99d1222/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:24743a7b372e9a76171f6b69c01aedf927e8ac3e16c474d9fe20d552a8cb45c7", size = 391919 }, + { url = "https://files.pythonhosted.org/packages/fb/4f/2376336112cbfeb122fd435d608ad8d5041b3aed176f85a3cb32c262eb80/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:389c29045ee8bbb1627ea190b4976a310a295559eaf9f1464a1a6f2bf84dde78", size = 528541 }, + { url = "https://files.pythonhosted.org/packages/68/53/5ae232e795853dd20da7225c5dd13a09c0a905b1a655e92bdf8d78a99fd9/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:23690b5827e643150cf7b49569679ec13fe9a610a15949ed48b85eb7f98f34ec", size = 405629 }, + { url = "https://files.pythonhosted.org/packages/b9/2d/351a3b852b683ca9b6b8b38ed9efb2347596973849ba6c3a0e99877c10aa/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f0c9266c26580e7243ad0d72fc3e01d6b33866cfab5084a6da7576bcf1c4f72", size = 384123 }, + { url = "https://files.pythonhosted.org/packages/e0/15/870804daa00202728cc91cb8e2385fa9f1f4eb49857c49cfce89e304eae6/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_31_riscv64.whl", hash = "sha256:4c6c4db5d73d179746951486df97fd25e92396be07fc29ee8ff9a8f5afbdfb27", size = 400923 }, + { url = "https://files.pythonhosted.org/packages/53/25/3706b83c125fa2a0bccceac951de3f76631f6bd0ee4d02a0ed780712ef1b/rpds_py-0.28.0-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:a3b695a8fa799dd2cfdb4804b37096c5f6dba1ac7f48a7fbf6d0485bcd060316", size = 413767 }, + { url = "https://files.pythonhosted.org/packages/ef/f9/ce43dbe62767432273ed2584cef71fef8411bddfb64125d4c19128015018/rpds_py-0.28.0-pp311-pypy311_pp73-musllinux_1_2_aarch64.whl", hash = "sha256:6aa1bfce3f83baf00d9c5fcdbba93a3ab79958b4c7d7d1f55e7fe68c20e63912", size = 561530 }, + { url = "https://files.pythonhosted.org/packages/46/c9/ffe77999ed8f81e30713dd38fd9ecaa161f28ec48bb80fa1cd9118399c27/rpds_py-0.28.0-pp311-pypy311_pp73-musllinux_1_2_i686.whl", hash = "sha256:7b0f9dceb221792b3ee6acb5438eb1f02b0cb2c247796a72b016dcc92c6de829", size = 585453 }, + { url = "https://files.pythonhosted.org/packages/ed/d2/4a73b18821fd4669762c855fd1f4e80ceb66fb72d71162d14da58444a763/rpds_py-0.28.0-pp311-pypy311_pp73-musllinux_1_2_x86_64.whl", hash = "sha256:5d0145edba8abd3db0ab22b5300c99dc152f5c9021fab861be0f0544dc3cbc5f", size = 552199 }, ] [[package]] @@ -5236,9 +5224,9 @@ dependencies = [ { name = "croniter", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "redis", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/8e/f5/46e39abc46ff6ff4f3151ee4fd2c1bf7601a8d26bd30fd951c5496b1e6c6/rq-2.6.0.tar.gz", hash = "sha256:92ad55676cda14512c4eea5782f398a102dc3af108bea197c868c4c50c5d3e81", size = 675315, upload-time = "2025-09-06T03:15:12.854Z" } +sdist = { url = "https://files.pythonhosted.org/packages/8e/f5/46e39abc46ff6ff4f3151ee4fd2c1bf7601a8d26bd30fd951c5496b1e6c6/rq-2.6.0.tar.gz", hash = "sha256:92ad55676cda14512c4eea5782f398a102dc3af108bea197c868c4c50c5d3e81", size = 675315 } wheels = [ - { url = "https://files.pythonhosted.org/packages/cc/66/6cf141584526e3ed5b57a194e09cbdf7058334bd3926bb3f96e2453cf053/rq-2.6.0-py3-none-any.whl", hash = "sha256:be5ccc0f0fc5f32da0999648340e31476368f08067f0c3fce6768d00064edbb5", size = 112533, upload-time = "2025-09-06T03:15:09.894Z" }, + { url = "https://files.pythonhosted.org/packages/cc/66/6cf141584526e3ed5b57a194e09cbdf7058334bd3926bb3f96e2453cf053/rq-2.6.0-py3-none-any.whl", hash = "sha256:be5ccc0f0fc5f32da0999648340e31476368f08067f0c3fce6768d00064edbb5", size = 112533 }, ] [[package]] @@ -5248,35 +5236,35 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "pyasn1", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/da/8a/22b7beea3ee0d44b1916c0c1cb0ee3af23b700b6da9f04991899d0c555d4/rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75", size = 29034, upload-time = "2025-04-16T09:51:18.218Z" } +sdist = { url = "https://files.pythonhosted.org/packages/da/8a/22b7beea3ee0d44b1916c0c1cb0ee3af23b700b6da9f04991899d0c555d4/rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75", size = 29034 } wheels = [ - { url = "https://files.pythonhosted.org/packages/64/8d/0133e4eb4beed9e425d9a98ed6e081a55d195481b7632472be1af08d2f6b/rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762", size = 34696, upload-time = "2025-04-16T09:51:17.142Z" }, + { url = "https://files.pythonhosted.org/packages/64/8d/0133e4eb4beed9e425d9a98ed6e081a55d195481b7632472be1af08d2f6b/rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762", size = 34696 }, ] [[package]] name = "ruff" version = "0.14.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/75/62/50b7727004dfe361104dfbf898c45a9a2fdfad8c72c04ae62900224d6ecf/ruff-0.14.3.tar.gz", hash = "sha256:4ff876d2ab2b161b6de0aa1f5bd714e8e9b4033dc122ee006925fbacc4f62153", size = 5558687, upload-time = "2025-10-31T00:26:26.878Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/ce/8e/0c10ff1ea5d4360ab8bfca4cb2c9d979101a391f3e79d2616c9bf348cd26/ruff-0.14.3-py3-none-linux_armv6l.whl", hash = "sha256:876b21e6c824f519446715c1342b8e60f97f93264012de9d8d10314f8a79c371", size = 12535613, upload-time = "2025-10-31T00:25:44.302Z" }, - { url = "https://files.pythonhosted.org/packages/d3/c8/6724f4634c1daf52409fbf13fefda64aa9c8f81e44727a378b7b73dc590b/ruff-0.14.3-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b6fd8c79b457bedd2abf2702b9b472147cd860ed7855c73a5247fa55c9117654", size = 12855812, upload-time = "2025-10-31T00:25:47.793Z" }, - { url = "https://files.pythonhosted.org/packages/de/03/db1bce591d55fd5f8a08bb02517fa0b5097b2ccabd4ea1ee29aa72b67d96/ruff-0.14.3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:71ff6edca490c308f083156938c0c1a66907151263c4abdcb588602c6e696a14", size = 11944026, upload-time = "2025-10-31T00:25:49.657Z" }, - { url = "https://files.pythonhosted.org/packages/0b/75/4f8dbd48e03272715d12c87dc4fcaaf21b913f0affa5f12a4e9c6f8a0582/ruff-0.14.3-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:786ee3ce6139772ff9272aaf43296d975c0217ee1b97538a98171bf0d21f87ed", size = 12356818, upload-time = "2025-10-31T00:25:51.949Z" }, - { url = "https://files.pythonhosted.org/packages/ec/9b/506ec5b140c11d44a9a4f284ea7c14ebf6f8b01e6e8917734a3325bff787/ruff-0.14.3-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:cd6291d0061811c52b8e392f946889916757610d45d004e41140d81fb6cd5ddc", size = 12336745, upload-time = "2025-10-31T00:25:54.248Z" }, - { url = "https://files.pythonhosted.org/packages/c7/e1/c560d254048c147f35e7f8131d30bc1f63a008ac61595cf3078a3e93533d/ruff-0.14.3-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a497ec0c3d2c88561b6d90f9c29f5ae68221ac00d471f306fa21fa4264ce5fcd", size = 13101684, upload-time = "2025-10-31T00:25:56.253Z" }, - { url = "https://files.pythonhosted.org/packages/a5/32/e310133f8af5cd11f8cc30f52522a3ebccc5ea5bff4b492f94faceaca7a8/ruff-0.14.3-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:e231e1be58fc568950a04fbe6887c8e4b85310e7889727e2b81db205c45059eb", size = 14535000, upload-time = "2025-10-31T00:25:58.397Z" }, - { url = "https://files.pythonhosted.org/packages/a2/a1/7b0470a22158c6d8501eabc5e9b6043c99bede40fa1994cadf6b5c2a61c7/ruff-0.14.3-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:469e35872a09c0e45fecf48dd960bfbce056b5db2d5e6b50eca329b4f853ae20", size = 14156450, upload-time = "2025-10-31T00:26:00.889Z" }, - { url = "https://files.pythonhosted.org/packages/0a/96/24bfd9d1a7f532b560dcee1a87096332e461354d3882124219bcaff65c09/ruff-0.14.3-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d6bc90307c469cb9d28b7cfad90aaa600b10d67c6e22026869f585e1e8a2db0", size = 13568414, upload-time = "2025-10-31T00:26:03.291Z" }, - { url = "https://files.pythonhosted.org/packages/a7/e7/138b883f0dfe4ad5b76b58bf4ae675f4d2176ac2b24bdd81b4d966b28c61/ruff-0.14.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e2f8a0bbcffcfd895df39c9a4ecd59bb80dca03dc43f7fb63e647ed176b741e", size = 13315293, upload-time = "2025-10-31T00:26:05.708Z" }, - { url = "https://files.pythonhosted.org/packages/33/f4/c09bb898be97b2eb18476b7c950df8815ef14cf956074177e9fbd40b7719/ruff-0.14.3-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:678fdd7c7d2d94851597c23ee6336d25f9930b460b55f8598e011b57c74fd8c5", size = 13539444, upload-time = "2025-10-31T00:26:08.09Z" }, - { url = "https://files.pythonhosted.org/packages/9c/aa/b30a1db25fc6128b1dd6ff0741fa4abf969ded161599d07ca7edd0739cc0/ruff-0.14.3-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:1ec1ac071e7e37e0221d2f2dbaf90897a988c531a8592a6a5959f0603a1ecf5e", size = 12252581, upload-time = "2025-10-31T00:26:10.297Z" }, - { url = "https://files.pythonhosted.org/packages/da/13/21096308f384d796ffe3f2960b17054110a9c3828d223ca540c2b7cc670b/ruff-0.14.3-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:afcdc4b5335ef440d19e7df9e8ae2ad9f749352190e96d481dc501b753f0733e", size = 12307503, upload-time = "2025-10-31T00:26:12.646Z" }, - { url = "https://files.pythonhosted.org/packages/cb/cc/a350bac23f03b7dbcde3c81b154706e80c6f16b06ff1ce28ed07dc7b07b0/ruff-0.14.3-py3-none-musllinux_1_2_i686.whl", hash = "sha256:7bfc42f81862749a7136267a343990f865e71fe2f99cf8d2958f684d23ce3dfa", size = 12675457, upload-time = "2025-10-31T00:26:15.044Z" }, - { url = "https://files.pythonhosted.org/packages/cb/76/46346029fa2f2078826bc88ef7167e8c198e58fe3126636e52f77488cbba/ruff-0.14.3-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a65e448cfd7e9c59fae8cf37f9221585d3354febaad9a07f29158af1528e165f", size = 13403980, upload-time = "2025-10-31T00:26:17.81Z" }, - { url = "https://files.pythonhosted.org/packages/9f/a4/35f1ef68c4e7b236d4a5204e3669efdeefaef21f0ff6a456792b3d8be438/ruff-0.14.3-py3-none-win32.whl", hash = "sha256:f3d91857d023ba93e14ed2d462ab62c3428f9bbf2b4fbac50a03ca66d31991f7", size = 12500045, upload-time = "2025-10-31T00:26:20.503Z" }, - { url = "https://files.pythonhosted.org/packages/03/15/51960ae340823c9859fb60c63301d977308735403e2134e17d1d2858c7fb/ruff-0.14.3-py3-none-win_amd64.whl", hash = "sha256:d7b7006ac0756306db212fd37116cce2bd307e1e109375e1c6c106002df0ae5f", size = 13594005, upload-time = "2025-10-31T00:26:22.533Z" }, - { url = "https://files.pythonhosted.org/packages/b7/73/4de6579bac8e979fca0a77e54dec1f1e011a0d268165eb8a9bc0982a6564/ruff-0.14.3-py3-none-win_arm64.whl", hash = "sha256:26eb477ede6d399d898791d01961e16b86f02bc2486d0d1a7a9bb2379d055dc1", size = 12590017, upload-time = "2025-10-31T00:26:24.52Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/75/62/50b7727004dfe361104dfbf898c45a9a2fdfad8c72c04ae62900224d6ecf/ruff-0.14.3.tar.gz", hash = "sha256:4ff876d2ab2b161b6de0aa1f5bd714e8e9b4033dc122ee006925fbacc4f62153", size = 5558687 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ce/8e/0c10ff1ea5d4360ab8bfca4cb2c9d979101a391f3e79d2616c9bf348cd26/ruff-0.14.3-py3-none-linux_armv6l.whl", hash = "sha256:876b21e6c824f519446715c1342b8e60f97f93264012de9d8d10314f8a79c371", size = 12535613 }, + { url = "https://files.pythonhosted.org/packages/d3/c8/6724f4634c1daf52409fbf13fefda64aa9c8f81e44727a378b7b73dc590b/ruff-0.14.3-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:b6fd8c79b457bedd2abf2702b9b472147cd860ed7855c73a5247fa55c9117654", size = 12855812 }, + { url = "https://files.pythonhosted.org/packages/de/03/db1bce591d55fd5f8a08bb02517fa0b5097b2ccabd4ea1ee29aa72b67d96/ruff-0.14.3-py3-none-macosx_11_0_arm64.whl", hash = "sha256:71ff6edca490c308f083156938c0c1a66907151263c4abdcb588602c6e696a14", size = 11944026 }, + { url = "https://files.pythonhosted.org/packages/0b/75/4f8dbd48e03272715d12c87dc4fcaaf21b913f0affa5f12a4e9c6f8a0582/ruff-0.14.3-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:786ee3ce6139772ff9272aaf43296d975c0217ee1b97538a98171bf0d21f87ed", size = 12356818 }, + { url = "https://files.pythonhosted.org/packages/ec/9b/506ec5b140c11d44a9a4f284ea7c14ebf6f8b01e6e8917734a3325bff787/ruff-0.14.3-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:cd6291d0061811c52b8e392f946889916757610d45d004e41140d81fb6cd5ddc", size = 12336745 }, + { url = "https://files.pythonhosted.org/packages/c7/e1/c560d254048c147f35e7f8131d30bc1f63a008ac61595cf3078a3e93533d/ruff-0.14.3-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a497ec0c3d2c88561b6d90f9c29f5ae68221ac00d471f306fa21fa4264ce5fcd", size = 13101684 }, + { url = "https://files.pythonhosted.org/packages/a5/32/e310133f8af5cd11f8cc30f52522a3ebccc5ea5bff4b492f94faceaca7a8/ruff-0.14.3-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:e231e1be58fc568950a04fbe6887c8e4b85310e7889727e2b81db205c45059eb", size = 14535000 }, + { url = "https://files.pythonhosted.org/packages/a2/a1/7b0470a22158c6d8501eabc5e9b6043c99bede40fa1994cadf6b5c2a61c7/ruff-0.14.3-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:469e35872a09c0e45fecf48dd960bfbce056b5db2d5e6b50eca329b4f853ae20", size = 14156450 }, + { url = "https://files.pythonhosted.org/packages/0a/96/24bfd9d1a7f532b560dcee1a87096332e461354d3882124219bcaff65c09/ruff-0.14.3-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3d6bc90307c469cb9d28b7cfad90aaa600b10d67c6e22026869f585e1e8a2db0", size = 13568414 }, + { url = "https://files.pythonhosted.org/packages/a7/e7/138b883f0dfe4ad5b76b58bf4ae675f4d2176ac2b24bdd81b4d966b28c61/ruff-0.14.3-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0e2f8a0bbcffcfd895df39c9a4ecd59bb80dca03dc43f7fb63e647ed176b741e", size = 13315293 }, + { url = "https://files.pythonhosted.org/packages/33/f4/c09bb898be97b2eb18476b7c950df8815ef14cf956074177e9fbd40b7719/ruff-0.14.3-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:678fdd7c7d2d94851597c23ee6336d25f9930b460b55f8598e011b57c74fd8c5", size = 13539444 }, + { url = "https://files.pythonhosted.org/packages/9c/aa/b30a1db25fc6128b1dd6ff0741fa4abf969ded161599d07ca7edd0739cc0/ruff-0.14.3-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:1ec1ac071e7e37e0221d2f2dbaf90897a988c531a8592a6a5959f0603a1ecf5e", size = 12252581 }, + { url = "https://files.pythonhosted.org/packages/da/13/21096308f384d796ffe3f2960b17054110a9c3828d223ca540c2b7cc670b/ruff-0.14.3-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:afcdc4b5335ef440d19e7df9e8ae2ad9f749352190e96d481dc501b753f0733e", size = 12307503 }, + { url = "https://files.pythonhosted.org/packages/cb/cc/a350bac23f03b7dbcde3c81b154706e80c6f16b06ff1ce28ed07dc7b07b0/ruff-0.14.3-py3-none-musllinux_1_2_i686.whl", hash = "sha256:7bfc42f81862749a7136267a343990f865e71fe2f99cf8d2958f684d23ce3dfa", size = 12675457 }, + { url = "https://files.pythonhosted.org/packages/cb/76/46346029fa2f2078826bc88ef7167e8c198e58fe3126636e52f77488cbba/ruff-0.14.3-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:a65e448cfd7e9c59fae8cf37f9221585d3354febaad9a07f29158af1528e165f", size = 13403980 }, + { url = "https://files.pythonhosted.org/packages/9f/a4/35f1ef68c4e7b236d4a5204e3669efdeefaef21f0ff6a456792b3d8be438/ruff-0.14.3-py3-none-win32.whl", hash = "sha256:f3d91857d023ba93e14ed2d462ab62c3428f9bbf2b4fbac50a03ca66d31991f7", size = 12500045 }, + { url = "https://files.pythonhosted.org/packages/03/15/51960ae340823c9859fb60c63301d977308735403e2134e17d1d2858c7fb/ruff-0.14.3-py3-none-win_amd64.whl", hash = "sha256:d7b7006ac0756306db212fd37116cce2bd307e1e109375e1c6c106002df0ae5f", size = 13594005 }, + { url = "https://files.pythonhosted.org/packages/b7/73/4de6579bac8e979fca0a77e54dec1f1e011a0d268165eb8a9bc0982a6564/ruff-0.14.3-py3-none-win_arm64.whl", hash = "sha256:26eb477ede6d399d898791d01961e16b86f02bc2486d0d1a7a9bb2379d055dc1", size = 12590017 }, ] [[package]] @@ -5286,9 +5274,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "botocore", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/39/24/1390172471d569e281fcfd29b92f2f73774e95972c965d14b6c802ff2352/s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a", size = 148042, upload-time = "2025-02-26T20:44:57.459Z" } +sdist = { url = "https://files.pythonhosted.org/packages/39/24/1390172471d569e281fcfd29b92f2f73774e95972c965d14b6c802ff2352/s3transfer-0.11.3.tar.gz", hash = "sha256:edae4977e3a122445660c7c114bba949f9d191bae3b34a096f18a1c8c354527a", size = 148042 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e4/81/48c41b554a54d75d4407740abb60e3a102ae416284df04d1dbdcbe3dbf24/s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d", size = 84246, upload-time = "2025-02-26T20:44:55.509Z" }, + { url = "https://files.pythonhosted.org/packages/e4/81/48c41b554a54d75d4407740abb60e3a102ae416284df04d1dbdcbe3dbf24/s3transfer-0.11.3-py3-none-any.whl", hash = "sha256:ca855bdeb885174b5ffa95b9913622459d4ad8e331fc98eb01e6d5eb6a30655d", size = 84246 }, ] [[package]] @@ -5303,38 +5291,38 @@ dependencies = [ { name = "scipy", version = "1.16.3", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" }, { name = "threadpoolctl", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/98/c2/a7855e41c9d285dfe86dc50b250978105dce513d6e459ea66a6aeb0e1e0c/scikit_learn-1.7.2.tar.gz", hash = "sha256:20e9e49ecd130598f1ca38a1d85090e1a600147b9c02fa6f15d69cb53d968fda", size = 7193136, upload-time = "2025-09-09T08:21:29.075Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/ba/3e/daed796fd69cce768b8788401cc464ea90b306fb196ae1ffed0b98182859/scikit_learn-1.7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b33579c10a3081d076ab403df4a4190da4f4432d443521674637677dc91e61f", size = 9336221, upload-time = "2025-09-09T08:20:19.328Z" }, - { url = "https://files.pythonhosted.org/packages/1c/ce/af9d99533b24c55ff4e18d9b7b4d9919bbc6cd8f22fe7a7be01519a347d5/scikit_learn-1.7.2-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:36749fb62b3d961b1ce4fedf08fa57a1986cd409eff2d783bca5d4b9b5fce51c", size = 8653834, upload-time = "2025-09-09T08:20:22.073Z" }, - { url = "https://files.pythonhosted.org/packages/58/0e/8c2a03d518fb6bd0b6b0d4b114c63d5f1db01ff0f9925d8eb10960d01c01/scikit_learn-1.7.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7a58814265dfc52b3295b1900cfb5701589d30a8bb026c7540f1e9d3499d5ec8", size = 9660938, upload-time = "2025-09-09T08:20:24.327Z" }, - { url = "https://files.pythonhosted.org/packages/2b/75/4311605069b5d220e7cf5adabb38535bd96f0079313cdbb04b291479b22a/scikit_learn-1.7.2-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a847fea807e278f821a0406ca01e387f97653e284ecbd9750e3ee7c90347f18", size = 9477818, upload-time = "2025-09-09T08:20:26.845Z" }, - { url = "https://files.pythonhosted.org/packages/7f/9b/87961813c34adbca21a6b3f6b2bea344c43b30217a6d24cc437c6147f3e8/scikit_learn-1.7.2-cp310-cp310-win_amd64.whl", hash = "sha256:ca250e6836d10e6f402436d6463d6c0e4d8e0234cfb6a9a47835bd392b852ce5", size = 8886969, upload-time = "2025-09-09T08:20:29.329Z" }, - { url = "https://files.pythonhosted.org/packages/43/83/564e141eef908a5863a54da8ca342a137f45a0bfb71d1d79704c9894c9d1/scikit_learn-1.7.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c7509693451651cd7361d30ce4e86a1347493554f172b1c72a39300fa2aea79e", size = 9331967, upload-time = "2025-09-09T08:20:32.421Z" }, - { url = "https://files.pythonhosted.org/packages/18/d6/ba863a4171ac9d7314c4d3fc251f015704a2caeee41ced89f321c049ed83/scikit_learn-1.7.2-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:0486c8f827c2e7b64837c731c8feff72c0bd2b998067a8a9cbc10643c31f0fe1", size = 8648645, upload-time = "2025-09-09T08:20:34.436Z" }, - { url = "https://files.pythonhosted.org/packages/ef/0e/97dbca66347b8cf0ea8b529e6bb9367e337ba2e8be0ef5c1a545232abfde/scikit_learn-1.7.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:89877e19a80c7b11a2891a27c21c4894fb18e2c2e077815bcade10d34287b20d", size = 9715424, upload-time = "2025-09-09T08:20:36.776Z" }, - { url = "https://files.pythonhosted.org/packages/f7/32/1f3b22e3207e1d2c883a7e09abb956362e7d1bd2f14458c7de258a26ac15/scikit_learn-1.7.2-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8da8bf89d4d79aaec192d2bda62f9b56ae4e5b4ef93b6a56b5de4977e375c1f1", size = 9509234, upload-time = "2025-09-09T08:20:38.957Z" }, - { url = "https://files.pythonhosted.org/packages/9f/71/34ddbd21f1da67c7a768146968b4d0220ee6831e4bcbad3e03dd3eae88b6/scikit_learn-1.7.2-cp311-cp311-win_amd64.whl", hash = "sha256:9b7ed8d58725030568523e937c43e56bc01cadb478fc43c042a9aca1dacb3ba1", size = 8894244, upload-time = "2025-09-09T08:20:41.166Z" }, - { url = "https://files.pythonhosted.org/packages/a7/aa/3996e2196075689afb9fce0410ebdb4a09099d7964d061d7213700204409/scikit_learn-1.7.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8d91a97fa2b706943822398ab943cde71858a50245e31bc71dba62aab1d60a96", size = 9259818, upload-time = "2025-09-09T08:20:43.19Z" }, - { url = "https://files.pythonhosted.org/packages/43/5d/779320063e88af9c4a7c2cf463ff11c21ac9c8bd730c4a294b0000b666c9/scikit_learn-1.7.2-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:acbc0f5fd2edd3432a22c69bed78e837c70cf896cd7993d71d51ba6708507476", size = 8636997, upload-time = "2025-09-09T08:20:45.468Z" }, - { url = "https://files.pythonhosted.org/packages/5c/d0/0c577d9325b05594fdd33aa970bf53fb673f051a45496842caee13cfd7fe/scikit_learn-1.7.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e5bf3d930aee75a65478df91ac1225ff89cd28e9ac7bd1196853a9229b6adb0b", size = 9478381, upload-time = "2025-09-09T08:20:47.982Z" }, - { url = "https://files.pythonhosted.org/packages/82/70/8bf44b933837ba8494ca0fc9a9ab60f1c13b062ad0197f60a56e2fc4c43e/scikit_learn-1.7.2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4d6e9deed1a47aca9fe2f267ab8e8fe82ee20b4526b2c0cd9e135cea10feb44", size = 9300296, upload-time = "2025-09-09T08:20:50.366Z" }, - { url = "https://files.pythonhosted.org/packages/c6/99/ed35197a158f1fdc2fe7c3680e9c70d0128f662e1fee4ed495f4b5e13db0/scikit_learn-1.7.2-cp312-cp312-win_amd64.whl", hash = "sha256:6088aa475f0785e01bcf8529f55280a3d7d298679f50c0bb70a2364a82d0b290", size = 8731256, upload-time = "2025-09-09T08:20:52.627Z" }, - { url = "https://files.pythonhosted.org/packages/ae/93/a3038cb0293037fd335f77f31fe053b89c72f17b1c8908c576c29d953e84/scikit_learn-1.7.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0b7dacaa05e5d76759fb071558a8b5130f4845166d88654a0f9bdf3eb57851b7", size = 9212382, upload-time = "2025-09-09T08:20:54.731Z" }, - { url = "https://files.pythonhosted.org/packages/40/dd/9a88879b0c1104259136146e4742026b52df8540c39fec21a6383f8292c7/scikit_learn-1.7.2-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:abebbd61ad9e1deed54cca45caea8ad5f79e1b93173dece40bb8e0c658dbe6fe", size = 8592042, upload-time = "2025-09-09T08:20:57.313Z" }, - { url = "https://files.pythonhosted.org/packages/46/af/c5e286471b7d10871b811b72ae794ac5fe2989c0a2df07f0ec723030f5f5/scikit_learn-1.7.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:502c18e39849c0ea1a5d681af1dbcf15f6cce601aebb657aabbfe84133c1907f", size = 9434180, upload-time = "2025-09-09T08:20:59.671Z" }, - { url = "https://files.pythonhosted.org/packages/f1/fd/df59faa53312d585023b2da27e866524ffb8faf87a68516c23896c718320/scikit_learn-1.7.2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7a4c328a71785382fe3fe676a9ecf2c86189249beff90bf85e22bdb7efaf9ae0", size = 9283660, upload-time = "2025-09-09T08:21:01.71Z" }, - { url = "https://files.pythonhosted.org/packages/a7/c7/03000262759d7b6f38c836ff9d512f438a70d8a8ddae68ee80de72dcfb63/scikit_learn-1.7.2-cp313-cp313-win_amd64.whl", hash = "sha256:63a9afd6f7b229aad94618c01c252ce9e6fa97918c5ca19c9a17a087d819440c", size = 8702057, upload-time = "2025-09-09T08:21:04.234Z" }, - { url = "https://files.pythonhosted.org/packages/55/87/ef5eb1f267084532c8e4aef98a28b6ffe7425acbfd64b5e2f2e066bc29b3/scikit_learn-1.7.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:9acb6c5e867447b4e1390930e3944a005e2cb115922e693c08a323421a6966e8", size = 9558731, upload-time = "2025-09-09T08:21:06.381Z" }, - { url = "https://files.pythonhosted.org/packages/93/f8/6c1e3fc14b10118068d7938878a9f3f4e6d7b74a8ddb1e5bed65159ccda8/scikit_learn-1.7.2-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:2a41e2a0ef45063e654152ec9d8bcfc39f7afce35b08902bfe290c2498a67a6a", size = 9038852, upload-time = "2025-09-09T08:21:08.628Z" }, - { url = "https://files.pythonhosted.org/packages/83/87/066cafc896ee540c34becf95d30375fe5cbe93c3b75a0ee9aa852cd60021/scikit_learn-1.7.2-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:98335fb98509b73385b3ab2bd0639b1f610541d3988ee675c670371d6a87aa7c", size = 9527094, upload-time = "2025-09-09T08:21:11.486Z" }, - { url = "https://files.pythonhosted.org/packages/9c/2b/4903e1ccafa1f6453b1ab78413938c8800633988c838aa0be386cbb33072/scikit_learn-1.7.2-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:191e5550980d45449126e23ed1d5e9e24b2c68329ee1f691a3987476e115e09c", size = 9367436, upload-time = "2025-09-09T08:21:13.602Z" }, - { url = "https://files.pythonhosted.org/packages/b5/aa/8444be3cfb10451617ff9d177b3c190288f4563e6c50ff02728be67ad094/scikit_learn-1.7.2-cp313-cp313t-win_amd64.whl", hash = "sha256:57dc4deb1d3762c75d685507fbd0bc17160144b2f2ba4ccea5dc285ab0d0e973", size = 9275749, upload-time = "2025-09-09T08:21:15.96Z" }, - { url = "https://files.pythonhosted.org/packages/d9/82/dee5acf66837852e8e68df6d8d3a6cb22d3df997b733b032f513d95205b7/scikit_learn-1.7.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fa8f63940e29c82d1e67a45d5297bdebbcb585f5a5a50c4914cc2e852ab77f33", size = 9208906, upload-time = "2025-09-09T08:21:18.557Z" }, - { url = "https://files.pythonhosted.org/packages/3c/30/9029e54e17b87cb7d50d51a5926429c683d5b4c1732f0507a6c3bed9bf65/scikit_learn-1.7.2-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:f95dc55b7902b91331fa4e5845dd5bde0580c9cd9612b1b2791b7e80c3d32615", size = 8627836, upload-time = "2025-09-09T08:21:20.695Z" }, - { url = "https://files.pythonhosted.org/packages/60/18/4a52c635c71b536879f4b971c2cedf32c35ee78f48367885ed8025d1f7ee/scikit_learn-1.7.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9656e4a53e54578ad10a434dc1f993330568cfee176dff07112b8785fb413106", size = 9426236, upload-time = "2025-09-09T08:21:22.645Z" }, - { url = "https://files.pythonhosted.org/packages/99/7e/290362f6ab582128c53445458a5befd471ed1ea37953d5bcf80604619250/scikit_learn-1.7.2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96dc05a854add0e50d3f47a1ef21a10a595016da5b007c7d9cd9d0bffd1fcc61", size = 9312593, upload-time = "2025-09-09T08:21:24.65Z" }, - { url = "https://files.pythonhosted.org/packages/8e/87/24f541b6d62b1794939ae6422f8023703bbf6900378b2b34e0b4384dfefd/scikit_learn-1.7.2-cp314-cp314-win_amd64.whl", hash = "sha256:bb24510ed3f9f61476181e4db51ce801e2ba37541def12dc9333b946fc7a9cf8", size = 8820007, upload-time = "2025-09-09T08:21:26.713Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/98/c2/a7855e41c9d285dfe86dc50b250978105dce513d6e459ea66a6aeb0e1e0c/scikit_learn-1.7.2.tar.gz", hash = "sha256:20e9e49ecd130598f1ca38a1d85090e1a600147b9c02fa6f15d69cb53d968fda", size = 7193136 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/ba/3e/daed796fd69cce768b8788401cc464ea90b306fb196ae1ffed0b98182859/scikit_learn-1.7.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b33579c10a3081d076ab403df4a4190da4f4432d443521674637677dc91e61f", size = 9336221 }, + { url = "https://files.pythonhosted.org/packages/1c/ce/af9d99533b24c55ff4e18d9b7b4d9919bbc6cd8f22fe7a7be01519a347d5/scikit_learn-1.7.2-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:36749fb62b3d961b1ce4fedf08fa57a1986cd409eff2d783bca5d4b9b5fce51c", size = 8653834 }, + { url = "https://files.pythonhosted.org/packages/58/0e/8c2a03d518fb6bd0b6b0d4b114c63d5f1db01ff0f9925d8eb10960d01c01/scikit_learn-1.7.2-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7a58814265dfc52b3295b1900cfb5701589d30a8bb026c7540f1e9d3499d5ec8", size = 9660938 }, + { url = "https://files.pythonhosted.org/packages/2b/75/4311605069b5d220e7cf5adabb38535bd96f0079313cdbb04b291479b22a/scikit_learn-1.7.2-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4a847fea807e278f821a0406ca01e387f97653e284ecbd9750e3ee7c90347f18", size = 9477818 }, + { url = "https://files.pythonhosted.org/packages/7f/9b/87961813c34adbca21a6b3f6b2bea344c43b30217a6d24cc437c6147f3e8/scikit_learn-1.7.2-cp310-cp310-win_amd64.whl", hash = "sha256:ca250e6836d10e6f402436d6463d6c0e4d8e0234cfb6a9a47835bd392b852ce5", size = 8886969 }, + { url = "https://files.pythonhosted.org/packages/43/83/564e141eef908a5863a54da8ca342a137f45a0bfb71d1d79704c9894c9d1/scikit_learn-1.7.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c7509693451651cd7361d30ce4e86a1347493554f172b1c72a39300fa2aea79e", size = 9331967 }, + { url = "https://files.pythonhosted.org/packages/18/d6/ba863a4171ac9d7314c4d3fc251f015704a2caeee41ced89f321c049ed83/scikit_learn-1.7.2-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:0486c8f827c2e7b64837c731c8feff72c0bd2b998067a8a9cbc10643c31f0fe1", size = 8648645 }, + { url = "https://files.pythonhosted.org/packages/ef/0e/97dbca66347b8cf0ea8b529e6bb9367e337ba2e8be0ef5c1a545232abfde/scikit_learn-1.7.2-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:89877e19a80c7b11a2891a27c21c4894fb18e2c2e077815bcade10d34287b20d", size = 9715424 }, + { url = "https://files.pythonhosted.org/packages/f7/32/1f3b22e3207e1d2c883a7e09abb956362e7d1bd2f14458c7de258a26ac15/scikit_learn-1.7.2-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8da8bf89d4d79aaec192d2bda62f9b56ae4e5b4ef93b6a56b5de4977e375c1f1", size = 9509234 }, + { url = "https://files.pythonhosted.org/packages/9f/71/34ddbd21f1da67c7a768146968b4d0220ee6831e4bcbad3e03dd3eae88b6/scikit_learn-1.7.2-cp311-cp311-win_amd64.whl", hash = "sha256:9b7ed8d58725030568523e937c43e56bc01cadb478fc43c042a9aca1dacb3ba1", size = 8894244 }, + { url = "https://files.pythonhosted.org/packages/a7/aa/3996e2196075689afb9fce0410ebdb4a09099d7964d061d7213700204409/scikit_learn-1.7.2-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8d91a97fa2b706943822398ab943cde71858a50245e31bc71dba62aab1d60a96", size = 9259818 }, + { url = "https://files.pythonhosted.org/packages/43/5d/779320063e88af9c4a7c2cf463ff11c21ac9c8bd730c4a294b0000b666c9/scikit_learn-1.7.2-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:acbc0f5fd2edd3432a22c69bed78e837c70cf896cd7993d71d51ba6708507476", size = 8636997 }, + { url = "https://files.pythonhosted.org/packages/5c/d0/0c577d9325b05594fdd33aa970bf53fb673f051a45496842caee13cfd7fe/scikit_learn-1.7.2-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e5bf3d930aee75a65478df91ac1225ff89cd28e9ac7bd1196853a9229b6adb0b", size = 9478381 }, + { url = "https://files.pythonhosted.org/packages/82/70/8bf44b933837ba8494ca0fc9a9ab60f1c13b062ad0197f60a56e2fc4c43e/scikit_learn-1.7.2-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4d6e9deed1a47aca9fe2f267ab8e8fe82ee20b4526b2c0cd9e135cea10feb44", size = 9300296 }, + { url = "https://files.pythonhosted.org/packages/c6/99/ed35197a158f1fdc2fe7c3680e9c70d0128f662e1fee4ed495f4b5e13db0/scikit_learn-1.7.2-cp312-cp312-win_amd64.whl", hash = "sha256:6088aa475f0785e01bcf8529f55280a3d7d298679f50c0bb70a2364a82d0b290", size = 8731256 }, + { url = "https://files.pythonhosted.org/packages/ae/93/a3038cb0293037fd335f77f31fe053b89c72f17b1c8908c576c29d953e84/scikit_learn-1.7.2-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0b7dacaa05e5d76759fb071558a8b5130f4845166d88654a0f9bdf3eb57851b7", size = 9212382 }, + { url = "https://files.pythonhosted.org/packages/40/dd/9a88879b0c1104259136146e4742026b52df8540c39fec21a6383f8292c7/scikit_learn-1.7.2-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:abebbd61ad9e1deed54cca45caea8ad5f79e1b93173dece40bb8e0c658dbe6fe", size = 8592042 }, + { url = "https://files.pythonhosted.org/packages/46/af/c5e286471b7d10871b811b72ae794ac5fe2989c0a2df07f0ec723030f5f5/scikit_learn-1.7.2-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:502c18e39849c0ea1a5d681af1dbcf15f6cce601aebb657aabbfe84133c1907f", size = 9434180 }, + { url = "https://files.pythonhosted.org/packages/f1/fd/df59faa53312d585023b2da27e866524ffb8faf87a68516c23896c718320/scikit_learn-1.7.2-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7a4c328a71785382fe3fe676a9ecf2c86189249beff90bf85e22bdb7efaf9ae0", size = 9283660 }, + { url = "https://files.pythonhosted.org/packages/a7/c7/03000262759d7b6f38c836ff9d512f438a70d8a8ddae68ee80de72dcfb63/scikit_learn-1.7.2-cp313-cp313-win_amd64.whl", hash = "sha256:63a9afd6f7b229aad94618c01c252ce9e6fa97918c5ca19c9a17a087d819440c", size = 8702057 }, + { url = "https://files.pythonhosted.org/packages/55/87/ef5eb1f267084532c8e4aef98a28b6ffe7425acbfd64b5e2f2e066bc29b3/scikit_learn-1.7.2-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:9acb6c5e867447b4e1390930e3944a005e2cb115922e693c08a323421a6966e8", size = 9558731 }, + { url = "https://files.pythonhosted.org/packages/93/f8/6c1e3fc14b10118068d7938878a9f3f4e6d7b74a8ddb1e5bed65159ccda8/scikit_learn-1.7.2-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:2a41e2a0ef45063e654152ec9d8bcfc39f7afce35b08902bfe290c2498a67a6a", size = 9038852 }, + { url = "https://files.pythonhosted.org/packages/83/87/066cafc896ee540c34becf95d30375fe5cbe93c3b75a0ee9aa852cd60021/scikit_learn-1.7.2-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:98335fb98509b73385b3ab2bd0639b1f610541d3988ee675c670371d6a87aa7c", size = 9527094 }, + { url = "https://files.pythonhosted.org/packages/9c/2b/4903e1ccafa1f6453b1ab78413938c8800633988c838aa0be386cbb33072/scikit_learn-1.7.2-cp313-cp313t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:191e5550980d45449126e23ed1d5e9e24b2c68329ee1f691a3987476e115e09c", size = 9367436 }, + { url = "https://files.pythonhosted.org/packages/b5/aa/8444be3cfb10451617ff9d177b3c190288f4563e6c50ff02728be67ad094/scikit_learn-1.7.2-cp313-cp313t-win_amd64.whl", hash = "sha256:57dc4deb1d3762c75d685507fbd0bc17160144b2f2ba4ccea5dc285ab0d0e973", size = 9275749 }, + { url = "https://files.pythonhosted.org/packages/d9/82/dee5acf66837852e8e68df6d8d3a6cb22d3df997b733b032f513d95205b7/scikit_learn-1.7.2-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:fa8f63940e29c82d1e67a45d5297bdebbcb585f5a5a50c4914cc2e852ab77f33", size = 9208906 }, + { url = "https://files.pythonhosted.org/packages/3c/30/9029e54e17b87cb7d50d51a5926429c683d5b4c1732f0507a6c3bed9bf65/scikit_learn-1.7.2-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:f95dc55b7902b91331fa4e5845dd5bde0580c9cd9612b1b2791b7e80c3d32615", size = 8627836 }, + { url = "https://files.pythonhosted.org/packages/60/18/4a52c635c71b536879f4b971c2cedf32c35ee78f48367885ed8025d1f7ee/scikit_learn-1.7.2-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:9656e4a53e54578ad10a434dc1f993330568cfee176dff07112b8785fb413106", size = 9426236 }, + { url = "https://files.pythonhosted.org/packages/99/7e/290362f6ab582128c53445458a5befd471ed1ea37953d5bcf80604619250/scikit_learn-1.7.2-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:96dc05a854add0e50d3f47a1ef21a10a595016da5b007c7d9cd9d0bffd1fcc61", size = 9312593 }, + { url = "https://files.pythonhosted.org/packages/8e/87/24f541b6d62b1794939ae6422f8023703bbf6900378b2b34e0b4384dfefd/scikit_learn-1.7.2-cp314-cp314-win_amd64.whl", hash = "sha256:bb24510ed3f9f61476181e4db51ce801e2ba37541def12dc9333b946fc7a9cf8", size = 8820007 }, ] [[package]] @@ -5349,53 +5337,53 @@ resolution-markers = [ dependencies = [ { name = "numpy", version = "2.2.6", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz", hash = "sha256:eae3cf522bc7df64b42cad3925c876e1b0b6c35c1337c93e12c0f366f55b0eaf", size = 59419214, upload-time = "2025-05-08T16:13:05.955Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/78/2f/4966032c5f8cc7e6a60f1b2e0ad686293b9474b65246b0c642e3ef3badd0/scipy-1.15.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:a345928c86d535060c9c2b25e71e87c39ab2f22fc96e9636bd74d1dbf9de448c", size = 38702770, upload-time = "2025-05-08T16:04:20.849Z" }, - { url = "https://files.pythonhosted.org/packages/a0/6e/0c3bf90fae0e910c274db43304ebe25a6b391327f3f10b5dcc638c090795/scipy-1.15.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:ad3432cb0f9ed87477a8d97f03b763fd1d57709f1bbde3c9369b1dff5503b253", size = 30094511, upload-time = "2025-05-08T16:04:27.103Z" }, - { url = "https://files.pythonhosted.org/packages/ea/b1/4deb37252311c1acff7f101f6453f0440794f51b6eacb1aad4459a134081/scipy-1.15.3-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:aef683a9ae6eb00728a542b796f52a5477b78252edede72b8327a886ab63293f", size = 22368151, upload-time = "2025-05-08T16:04:31.731Z" }, - { url = "https://files.pythonhosted.org/packages/38/7d/f457626e3cd3c29b3a49ca115a304cebb8cc6f31b04678f03b216899d3c6/scipy-1.15.3-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:1c832e1bd78dea67d5c16f786681b28dd695a8cb1fb90af2e27580d3d0967e92", size = 25121732, upload-time = "2025-05-08T16:04:36.596Z" }, - { url = "https://files.pythonhosted.org/packages/db/0a/92b1de4a7adc7a15dcf5bddc6e191f6f29ee663b30511ce20467ef9b82e4/scipy-1.15.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:263961f658ce2165bbd7b99fa5135195c3a12d9bef045345016b8b50c315cb82", size = 35547617, upload-time = "2025-05-08T16:04:43.546Z" }, - { url = "https://files.pythonhosted.org/packages/8e/6d/41991e503e51fc1134502694c5fa7a1671501a17ffa12716a4a9151af3df/scipy-1.15.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9e2abc762b0811e09a0d3258abee2d98e0c703eee49464ce0069590846f31d40", size = 37662964, upload-time = "2025-05-08T16:04:49.431Z" }, - { url = "https://files.pythonhosted.org/packages/25/e1/3df8f83cb15f3500478c889be8fb18700813b95e9e087328230b98d547ff/scipy-1.15.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ed7284b21a7a0c8f1b6e5977ac05396c0d008b89e05498c8b7e8f4a1423bba0e", size = 37238749, upload-time = "2025-05-08T16:04:55.215Z" }, - { url = "https://files.pythonhosted.org/packages/93/3e/b3257cf446f2a3533ed7809757039016b74cd6f38271de91682aa844cfc5/scipy-1.15.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5380741e53df2c566f4d234b100a484b420af85deb39ea35a1cc1be84ff53a5c", size = 40022383, upload-time = "2025-05-08T16:05:01.914Z" }, - { url = "https://files.pythonhosted.org/packages/d1/84/55bc4881973d3f79b479a5a2e2df61c8c9a04fcb986a213ac9c02cfb659b/scipy-1.15.3-cp310-cp310-win_amd64.whl", hash = "sha256:9d61e97b186a57350f6d6fd72640f9e99d5a4a2b8fbf4b9ee9a841eab327dc13", size = 41259201, upload-time = "2025-05-08T16:05:08.166Z" }, - { url = "https://files.pythonhosted.org/packages/96/ab/5cc9f80f28f6a7dff646c5756e559823614a42b1939d86dd0ed550470210/scipy-1.15.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:993439ce220d25e3696d1b23b233dd010169b62f6456488567e830654ee37a6b", size = 38714255, upload-time = "2025-05-08T16:05:14.596Z" }, - { url = "https://files.pythonhosted.org/packages/4a/4a/66ba30abe5ad1a3ad15bfb0b59d22174012e8056ff448cb1644deccbfed2/scipy-1.15.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:34716e281f181a02341ddeaad584205bd2fd3c242063bd3423d61ac259ca7eba", size = 30111035, upload-time = "2025-05-08T16:05:20.152Z" }, - { url = "https://files.pythonhosted.org/packages/4b/fa/a7e5b95afd80d24313307f03624acc65801846fa75599034f8ceb9e2cbf6/scipy-1.15.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3b0334816afb8b91dab859281b1b9786934392aa3d527cd847e41bb6f45bee65", size = 22384499, upload-time = "2025-05-08T16:05:24.494Z" }, - { url = "https://files.pythonhosted.org/packages/17/99/f3aaddccf3588bb4aea70ba35328c204cadd89517a1612ecfda5b2dd9d7a/scipy-1.15.3-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:6db907c7368e3092e24919b5e31c76998b0ce1684d51a90943cb0ed1b4ffd6c1", size = 25152602, upload-time = "2025-05-08T16:05:29.313Z" }, - { url = "https://files.pythonhosted.org/packages/56/c5/1032cdb565f146109212153339f9cb8b993701e9fe56b1c97699eee12586/scipy-1.15.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:721d6b4ef5dc82ca8968c25b111e307083d7ca9091bc38163fb89243e85e3889", size = 35503415, upload-time = "2025-05-08T16:05:34.699Z" }, - { url = "https://files.pythonhosted.org/packages/bd/37/89f19c8c05505d0601ed5650156e50eb881ae3918786c8fd7262b4ee66d3/scipy-1.15.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39cb9c62e471b1bb3750066ecc3a3f3052b37751c7c3dfd0fd7e48900ed52982", size = 37652622, upload-time = "2025-05-08T16:05:40.762Z" }, - { url = "https://files.pythonhosted.org/packages/7e/31/be59513aa9695519b18e1851bb9e487de66f2d31f835201f1b42f5d4d475/scipy-1.15.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:795c46999bae845966368a3c013e0e00947932d68e235702b5c3f6ea799aa8c9", size = 37244796, upload-time = "2025-05-08T16:05:48.119Z" }, - { url = "https://files.pythonhosted.org/packages/10/c0/4f5f3eeccc235632aab79b27a74a9130c6c35df358129f7ac8b29f562ac7/scipy-1.15.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:18aaacb735ab38b38db42cb01f6b92a2d0d4b6aabefeb07f02849e47f8fb3594", size = 40047684, upload-time = "2025-05-08T16:05:54.22Z" }, - { url = "https://files.pythonhosted.org/packages/ab/a7/0ddaf514ce8a8714f6ed243a2b391b41dbb65251affe21ee3077ec45ea9a/scipy-1.15.3-cp311-cp311-win_amd64.whl", hash = "sha256:ae48a786a28412d744c62fd7816a4118ef97e5be0bee968ce8f0a2fba7acf3bb", size = 41246504, upload-time = "2025-05-08T16:06:00.437Z" }, - { url = "https://files.pythonhosted.org/packages/37/4b/683aa044c4162e10ed7a7ea30527f2cbd92e6999c10a8ed8edb253836e9c/scipy-1.15.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6ac6310fdbfb7aa6612408bd2f07295bcbd3fda00d2d702178434751fe48e019", size = 38766735, upload-time = "2025-05-08T16:06:06.471Z" }, - { url = "https://files.pythonhosted.org/packages/7b/7e/f30be3d03de07f25dc0ec926d1681fed5c732d759ac8f51079708c79e680/scipy-1.15.3-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:185cd3d6d05ca4b44a8f1595af87f9c372bb6acf9c808e99aa3e9aa03bd98cf6", size = 30173284, upload-time = "2025-05-08T16:06:11.686Z" }, - { url = "https://files.pythonhosted.org/packages/07/9c/0ddb0d0abdabe0d181c1793db51f02cd59e4901da6f9f7848e1f96759f0d/scipy-1.15.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477", size = 22446958, upload-time = "2025-05-08T16:06:15.97Z" }, - { url = "https://files.pythonhosted.org/packages/af/43/0bce905a965f36c58ff80d8bea33f1f9351b05fad4beaad4eae34699b7a1/scipy-1.15.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c", size = 25242454, upload-time = "2025-05-08T16:06:20.394Z" }, - { url = "https://files.pythonhosted.org/packages/56/30/a6f08f84ee5b7b28b4c597aca4cbe545535c39fe911845a96414700b64ba/scipy-1.15.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c05045d8b9bfd807ee1b9f38761993297b10b245f012b11b13b91ba8945f7e45", size = 35210199, upload-time = "2025-05-08T16:06:26.159Z" }, - { url = "https://files.pythonhosted.org/packages/0b/1f/03f52c282437a168ee2c7c14a1a0d0781a9a4a8962d84ac05c06b4c5b555/scipy-1.15.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:271e3713e645149ea5ea3e97b57fdab61ce61333f97cfae392c28ba786f9bb49", size = 37309455, upload-time = "2025-05-08T16:06:32.778Z" }, - { url = "https://files.pythonhosted.org/packages/89/b1/fbb53137f42c4bf630b1ffdfc2151a62d1d1b903b249f030d2b1c0280af8/scipy-1.15.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6cfd56fc1a8e53f6e89ba3a7a7251f7396412d655bca2aa5611c8ec9a6784a1e", size = 36885140, upload-time = "2025-05-08T16:06:39.249Z" }, - { url = "https://files.pythonhosted.org/packages/2e/2e/025e39e339f5090df1ff266d021892694dbb7e63568edcfe43f892fa381d/scipy-1.15.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0ff17c0bb1cb32952c09217d8d1eed9b53d1463e5f1dd6052c7857f83127d539", size = 39710549, upload-time = "2025-05-08T16:06:45.729Z" }, - { url = "https://files.pythonhosted.org/packages/e6/eb/3bf6ea8ab7f1503dca3a10df2e4b9c3f6b3316df07f6c0ded94b281c7101/scipy-1.15.3-cp312-cp312-win_amd64.whl", hash = "sha256:52092bc0472cfd17df49ff17e70624345efece4e1a12b23783a1ac59a1b728ed", size = 40966184, upload-time = "2025-05-08T16:06:52.623Z" }, - { url = "https://files.pythonhosted.org/packages/73/18/ec27848c9baae6e0d6573eda6e01a602e5649ee72c27c3a8aad673ebecfd/scipy-1.15.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2c620736bcc334782e24d173c0fdbb7590a0a436d2fdf39310a8902505008759", size = 38728256, upload-time = "2025-05-08T16:06:58.696Z" }, - { url = "https://files.pythonhosted.org/packages/74/cd/1aef2184948728b4b6e21267d53b3339762c285a46a274ebb7863c9e4742/scipy-1.15.3-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:7e11270a000969409d37ed399585ee530b9ef6aa99d50c019de4cb01e8e54e62", size = 30109540, upload-time = "2025-05-08T16:07:04.209Z" }, - { url = "https://files.pythonhosted.org/packages/5b/d8/59e452c0a255ec352bd0a833537a3bc1bfb679944c4938ab375b0a6b3a3e/scipy-1.15.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:8c9ed3ba2c8a2ce098163a9bdb26f891746d02136995df25227a20e71c396ebb", size = 22383115, upload-time = "2025-05-08T16:07:08.998Z" }, - { url = "https://files.pythonhosted.org/packages/08/f5/456f56bbbfccf696263b47095291040655e3cbaf05d063bdc7c7517f32ac/scipy-1.15.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:0bdd905264c0c9cfa74a4772cdb2070171790381a5c4d312c973382fc6eaf730", size = 25163884, upload-time = "2025-05-08T16:07:14.091Z" }, - { url = "https://files.pythonhosted.org/packages/a2/66/a9618b6a435a0f0c0b8a6d0a2efb32d4ec5a85f023c2b79d39512040355b/scipy-1.15.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79167bba085c31f38603e11a267d862957cbb3ce018d8b38f79ac043bc92d825", size = 35174018, upload-time = "2025-05-08T16:07:19.427Z" }, - { url = "https://files.pythonhosted.org/packages/b5/09/c5b6734a50ad4882432b6bb7c02baf757f5b2f256041da5df242e2d7e6b6/scipy-1.15.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c9deabd6d547aee2c9a81dee6cc96c6d7e9a9b1953f74850c179f91fdc729cb7", size = 37269716, upload-time = "2025-05-08T16:07:25.712Z" }, - { url = "https://files.pythonhosted.org/packages/77/0a/eac00ff741f23bcabd352731ed9b8995a0a60ef57f5fd788d611d43d69a1/scipy-1.15.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:dde4fc32993071ac0c7dd2d82569e544f0bdaff66269cb475e0f369adad13f11", size = 36872342, upload-time = "2025-05-08T16:07:31.468Z" }, - { url = "https://files.pythonhosted.org/packages/fe/54/4379be86dd74b6ad81551689107360d9a3e18f24d20767a2d5b9253a3f0a/scipy-1.15.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f77f853d584e72e874d87357ad70f44b437331507d1c311457bed8ed2b956126", size = 39670869, upload-time = "2025-05-08T16:07:38.002Z" }, - { url = "https://files.pythonhosted.org/packages/87/2e/892ad2862ba54f084ffe8cc4a22667eaf9c2bcec6d2bff1d15713c6c0703/scipy-1.15.3-cp313-cp313-win_amd64.whl", hash = "sha256:b90ab29d0c37ec9bf55424c064312930ca5f4bde15ee8619ee44e69319aab163", size = 40988851, upload-time = "2025-05-08T16:08:33.671Z" }, - { url = "https://files.pythonhosted.org/packages/1b/e9/7a879c137f7e55b30d75d90ce3eb468197646bc7b443ac036ae3fe109055/scipy-1.15.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:3ac07623267feb3ae308487c260ac684b32ea35fd81e12845039952f558047b8", size = 38863011, upload-time = "2025-05-08T16:07:44.039Z" }, - { url = "https://files.pythonhosted.org/packages/51/d1/226a806bbd69f62ce5ef5f3ffadc35286e9fbc802f606a07eb83bf2359de/scipy-1.15.3-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:6487aa99c2a3d509a5227d9a5e889ff05830a06b2ce08ec30df6d79db5fcd5c5", size = 30266407, upload-time = "2025-05-08T16:07:49.891Z" }, - { url = "https://files.pythonhosted.org/packages/e5/9b/f32d1d6093ab9eeabbd839b0f7619c62e46cc4b7b6dbf05b6e615bbd4400/scipy-1.15.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:50f9e62461c95d933d5c5ef4a1f2ebf9a2b4e83b0db374cb3f1de104d935922e", size = 22540030, upload-time = "2025-05-08T16:07:54.121Z" }, - { url = "https://files.pythonhosted.org/packages/e7/29/c278f699b095c1a884f29fda126340fcc201461ee8bfea5c8bdb1c7c958b/scipy-1.15.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:14ed70039d182f411ffc74789a16df3835e05dc469b898233a245cdfd7f162cb", size = 25218709, upload-time = "2025-05-08T16:07:58.506Z" }, - { url = "https://files.pythonhosted.org/packages/24/18/9e5374b617aba742a990581373cd6b68a2945d65cc588482749ef2e64467/scipy-1.15.3-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a769105537aa07a69468a0eefcd121be52006db61cdd8cac8a0e68980bbb723", size = 34809045, upload-time = "2025-05-08T16:08:03.929Z" }, - { url = "https://files.pythonhosted.org/packages/e1/fe/9c4361e7ba2927074360856db6135ef4904d505e9b3afbbcb073c4008328/scipy-1.15.3-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9db984639887e3dffb3928d118145ffe40eff2fa40cb241a306ec57c219ebbbb", size = 36703062, upload-time = "2025-05-08T16:08:09.558Z" }, - { url = "https://files.pythonhosted.org/packages/b7/8e/038ccfe29d272b30086b25a4960f757f97122cb2ec42e62b460d02fe98e9/scipy-1.15.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:40e54d5c7e7ebf1aa596c374c49fa3135f04648a0caabcb66c52884b943f02b4", size = 36393132, upload-time = "2025-05-08T16:08:15.34Z" }, - { url = "https://files.pythonhosted.org/packages/10/7e/5c12285452970be5bdbe8352c619250b97ebf7917d7a9a9e96b8a8140f17/scipy-1.15.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5e721fed53187e71d0ccf382b6bf977644c533e506c4d33c3fb24de89f5c3ed5", size = 38979503, upload-time = "2025-05-08T16:08:21.513Z" }, - { url = "https://files.pythonhosted.org/packages/81/06/0a5e5349474e1cbc5757975b21bd4fad0e72ebf138c5592f191646154e06/scipy-1.15.3-cp313-cp313t-win_amd64.whl", hash = "sha256:76ad1fb5f8752eabf0fa02e4cc0336b4e8f021e2d5f061ed37d6d264db35e3ca", size = 40308097, upload-time = "2025-05-08T16:08:27.627Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/0f/37/6964b830433e654ec7485e45a00fc9a27cf868d622838f6b6d9c5ec0d532/scipy-1.15.3.tar.gz", hash = "sha256:eae3cf522bc7df64b42cad3925c876e1b0b6c35c1337c93e12c0f366f55b0eaf", size = 59419214 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/2f/4966032c5f8cc7e6a60f1b2e0ad686293b9474b65246b0c642e3ef3badd0/scipy-1.15.3-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:a345928c86d535060c9c2b25e71e87c39ab2f22fc96e9636bd74d1dbf9de448c", size = 38702770 }, + { url = "https://files.pythonhosted.org/packages/a0/6e/0c3bf90fae0e910c274db43304ebe25a6b391327f3f10b5dcc638c090795/scipy-1.15.3-cp310-cp310-macosx_12_0_arm64.whl", hash = "sha256:ad3432cb0f9ed87477a8d97f03b763fd1d57709f1bbde3c9369b1dff5503b253", size = 30094511 }, + { url = "https://files.pythonhosted.org/packages/ea/b1/4deb37252311c1acff7f101f6453f0440794f51b6eacb1aad4459a134081/scipy-1.15.3-cp310-cp310-macosx_14_0_arm64.whl", hash = "sha256:aef683a9ae6eb00728a542b796f52a5477b78252edede72b8327a886ab63293f", size = 22368151 }, + { url = "https://files.pythonhosted.org/packages/38/7d/f457626e3cd3c29b3a49ca115a304cebb8cc6f31b04678f03b216899d3c6/scipy-1.15.3-cp310-cp310-macosx_14_0_x86_64.whl", hash = "sha256:1c832e1bd78dea67d5c16f786681b28dd695a8cb1fb90af2e27580d3d0967e92", size = 25121732 }, + { url = "https://files.pythonhosted.org/packages/db/0a/92b1de4a7adc7a15dcf5bddc6e191f6f29ee663b30511ce20467ef9b82e4/scipy-1.15.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:263961f658ce2165bbd7b99fa5135195c3a12d9bef045345016b8b50c315cb82", size = 35547617 }, + { url = "https://files.pythonhosted.org/packages/8e/6d/41991e503e51fc1134502694c5fa7a1671501a17ffa12716a4a9151af3df/scipy-1.15.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9e2abc762b0811e09a0d3258abee2d98e0c703eee49464ce0069590846f31d40", size = 37662964 }, + { url = "https://files.pythonhosted.org/packages/25/e1/3df8f83cb15f3500478c889be8fb18700813b95e9e087328230b98d547ff/scipy-1.15.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:ed7284b21a7a0c8f1b6e5977ac05396c0d008b89e05498c8b7e8f4a1423bba0e", size = 37238749 }, + { url = "https://files.pythonhosted.org/packages/93/3e/b3257cf446f2a3533ed7809757039016b74cd6f38271de91682aa844cfc5/scipy-1.15.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:5380741e53df2c566f4d234b100a484b420af85deb39ea35a1cc1be84ff53a5c", size = 40022383 }, + { url = "https://files.pythonhosted.org/packages/d1/84/55bc4881973d3f79b479a5a2e2df61c8c9a04fcb986a213ac9c02cfb659b/scipy-1.15.3-cp310-cp310-win_amd64.whl", hash = "sha256:9d61e97b186a57350f6d6fd72640f9e99d5a4a2b8fbf4b9ee9a841eab327dc13", size = 41259201 }, + { url = "https://files.pythonhosted.org/packages/96/ab/5cc9f80f28f6a7dff646c5756e559823614a42b1939d86dd0ed550470210/scipy-1.15.3-cp311-cp311-macosx_10_13_x86_64.whl", hash = "sha256:993439ce220d25e3696d1b23b233dd010169b62f6456488567e830654ee37a6b", size = 38714255 }, + { url = "https://files.pythonhosted.org/packages/4a/4a/66ba30abe5ad1a3ad15bfb0b59d22174012e8056ff448cb1644deccbfed2/scipy-1.15.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:34716e281f181a02341ddeaad584205bd2fd3c242063bd3423d61ac259ca7eba", size = 30111035 }, + { url = "https://files.pythonhosted.org/packages/4b/fa/a7e5b95afd80d24313307f03624acc65801846fa75599034f8ceb9e2cbf6/scipy-1.15.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:3b0334816afb8b91dab859281b1b9786934392aa3d527cd847e41bb6f45bee65", size = 22384499 }, + { url = "https://files.pythonhosted.org/packages/17/99/f3aaddccf3588bb4aea70ba35328c204cadd89517a1612ecfda5b2dd9d7a/scipy-1.15.3-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:6db907c7368e3092e24919b5e31c76998b0ce1684d51a90943cb0ed1b4ffd6c1", size = 25152602 }, + { url = "https://files.pythonhosted.org/packages/56/c5/1032cdb565f146109212153339f9cb8b993701e9fe56b1c97699eee12586/scipy-1.15.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:721d6b4ef5dc82ca8968c25b111e307083d7ca9091bc38163fb89243e85e3889", size = 35503415 }, + { url = "https://files.pythonhosted.org/packages/bd/37/89f19c8c05505d0601ed5650156e50eb881ae3918786c8fd7262b4ee66d3/scipy-1.15.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39cb9c62e471b1bb3750066ecc3a3f3052b37751c7c3dfd0fd7e48900ed52982", size = 37652622 }, + { url = "https://files.pythonhosted.org/packages/7e/31/be59513aa9695519b18e1851bb9e487de66f2d31f835201f1b42f5d4d475/scipy-1.15.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:795c46999bae845966368a3c013e0e00947932d68e235702b5c3f6ea799aa8c9", size = 37244796 }, + { url = "https://files.pythonhosted.org/packages/10/c0/4f5f3eeccc235632aab79b27a74a9130c6c35df358129f7ac8b29f562ac7/scipy-1.15.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:18aaacb735ab38b38db42cb01f6b92a2d0d4b6aabefeb07f02849e47f8fb3594", size = 40047684 }, + { url = "https://files.pythonhosted.org/packages/ab/a7/0ddaf514ce8a8714f6ed243a2b391b41dbb65251affe21ee3077ec45ea9a/scipy-1.15.3-cp311-cp311-win_amd64.whl", hash = "sha256:ae48a786a28412d744c62fd7816a4118ef97e5be0bee968ce8f0a2fba7acf3bb", size = 41246504 }, + { url = "https://files.pythonhosted.org/packages/37/4b/683aa044c4162e10ed7a7ea30527f2cbd92e6999c10a8ed8edb253836e9c/scipy-1.15.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:6ac6310fdbfb7aa6612408bd2f07295bcbd3fda00d2d702178434751fe48e019", size = 38766735 }, + { url = "https://files.pythonhosted.org/packages/7b/7e/f30be3d03de07f25dc0ec926d1681fed5c732d759ac8f51079708c79e680/scipy-1.15.3-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:185cd3d6d05ca4b44a8f1595af87f9c372bb6acf9c808e99aa3e9aa03bd98cf6", size = 30173284 }, + { url = "https://files.pythonhosted.org/packages/07/9c/0ddb0d0abdabe0d181c1793db51f02cd59e4901da6f9f7848e1f96759f0d/scipy-1.15.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:05dc6abcd105e1a29f95eada46d4a3f251743cfd7d3ae8ddb4088047f24ea477", size = 22446958 }, + { url = "https://files.pythonhosted.org/packages/af/43/0bce905a965f36c58ff80d8bea33f1f9351b05fad4beaad4eae34699b7a1/scipy-1.15.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:06efcba926324df1696931a57a176c80848ccd67ce6ad020c810736bfd58eb1c", size = 25242454 }, + { url = "https://files.pythonhosted.org/packages/56/30/a6f08f84ee5b7b28b4c597aca4cbe545535c39fe911845a96414700b64ba/scipy-1.15.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c05045d8b9bfd807ee1b9f38761993297b10b245f012b11b13b91ba8945f7e45", size = 35210199 }, + { url = "https://files.pythonhosted.org/packages/0b/1f/03f52c282437a168ee2c7c14a1a0d0781a9a4a8962d84ac05c06b4c5b555/scipy-1.15.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:271e3713e645149ea5ea3e97b57fdab61ce61333f97cfae392c28ba786f9bb49", size = 37309455 }, + { url = "https://files.pythonhosted.org/packages/89/b1/fbb53137f42c4bf630b1ffdfc2151a62d1d1b903b249f030d2b1c0280af8/scipy-1.15.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:6cfd56fc1a8e53f6e89ba3a7a7251f7396412d655bca2aa5611c8ec9a6784a1e", size = 36885140 }, + { url = "https://files.pythonhosted.org/packages/2e/2e/025e39e339f5090df1ff266d021892694dbb7e63568edcfe43f892fa381d/scipy-1.15.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:0ff17c0bb1cb32952c09217d8d1eed9b53d1463e5f1dd6052c7857f83127d539", size = 39710549 }, + { url = "https://files.pythonhosted.org/packages/e6/eb/3bf6ea8ab7f1503dca3a10df2e4b9c3f6b3316df07f6c0ded94b281c7101/scipy-1.15.3-cp312-cp312-win_amd64.whl", hash = "sha256:52092bc0472cfd17df49ff17e70624345efece4e1a12b23783a1ac59a1b728ed", size = 40966184 }, + { url = "https://files.pythonhosted.org/packages/73/18/ec27848c9baae6e0d6573eda6e01a602e5649ee72c27c3a8aad673ebecfd/scipy-1.15.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:2c620736bcc334782e24d173c0fdbb7590a0a436d2fdf39310a8902505008759", size = 38728256 }, + { url = "https://files.pythonhosted.org/packages/74/cd/1aef2184948728b4b6e21267d53b3339762c285a46a274ebb7863c9e4742/scipy-1.15.3-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:7e11270a000969409d37ed399585ee530b9ef6aa99d50c019de4cb01e8e54e62", size = 30109540 }, + { url = "https://files.pythonhosted.org/packages/5b/d8/59e452c0a255ec352bd0a833537a3bc1bfb679944c4938ab375b0a6b3a3e/scipy-1.15.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:8c9ed3ba2c8a2ce098163a9bdb26f891746d02136995df25227a20e71c396ebb", size = 22383115 }, + { url = "https://files.pythonhosted.org/packages/08/f5/456f56bbbfccf696263b47095291040655e3cbaf05d063bdc7c7517f32ac/scipy-1.15.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:0bdd905264c0c9cfa74a4772cdb2070171790381a5c4d312c973382fc6eaf730", size = 25163884 }, + { url = "https://files.pythonhosted.org/packages/a2/66/a9618b6a435a0f0c0b8a6d0a2efb32d4ec5a85f023c2b79d39512040355b/scipy-1.15.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79167bba085c31f38603e11a267d862957cbb3ce018d8b38f79ac043bc92d825", size = 35174018 }, + { url = "https://files.pythonhosted.org/packages/b5/09/c5b6734a50ad4882432b6bb7c02baf757f5b2f256041da5df242e2d7e6b6/scipy-1.15.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c9deabd6d547aee2c9a81dee6cc96c6d7e9a9b1953f74850c179f91fdc729cb7", size = 37269716 }, + { url = "https://files.pythonhosted.org/packages/77/0a/eac00ff741f23bcabd352731ed9b8995a0a60ef57f5fd788d611d43d69a1/scipy-1.15.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:dde4fc32993071ac0c7dd2d82569e544f0bdaff66269cb475e0f369adad13f11", size = 36872342 }, + { url = "https://files.pythonhosted.org/packages/fe/54/4379be86dd74b6ad81551689107360d9a3e18f24d20767a2d5b9253a3f0a/scipy-1.15.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:f77f853d584e72e874d87357ad70f44b437331507d1c311457bed8ed2b956126", size = 39670869 }, + { url = "https://files.pythonhosted.org/packages/87/2e/892ad2862ba54f084ffe8cc4a22667eaf9c2bcec6d2bff1d15713c6c0703/scipy-1.15.3-cp313-cp313-win_amd64.whl", hash = "sha256:b90ab29d0c37ec9bf55424c064312930ca5f4bde15ee8619ee44e69319aab163", size = 40988851 }, + { url = "https://files.pythonhosted.org/packages/1b/e9/7a879c137f7e55b30d75d90ce3eb468197646bc7b443ac036ae3fe109055/scipy-1.15.3-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:3ac07623267feb3ae308487c260ac684b32ea35fd81e12845039952f558047b8", size = 38863011 }, + { url = "https://files.pythonhosted.org/packages/51/d1/226a806bbd69f62ce5ef5f3ffadc35286e9fbc802f606a07eb83bf2359de/scipy-1.15.3-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:6487aa99c2a3d509a5227d9a5e889ff05830a06b2ce08ec30df6d79db5fcd5c5", size = 30266407 }, + { url = "https://files.pythonhosted.org/packages/e5/9b/f32d1d6093ab9eeabbd839b0f7619c62e46cc4b7b6dbf05b6e615bbd4400/scipy-1.15.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:50f9e62461c95d933d5c5ef4a1f2ebf9a2b4e83b0db374cb3f1de104d935922e", size = 22540030 }, + { url = "https://files.pythonhosted.org/packages/e7/29/c278f699b095c1a884f29fda126340fcc201461ee8bfea5c8bdb1c7c958b/scipy-1.15.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:14ed70039d182f411ffc74789a16df3835e05dc469b898233a245cdfd7f162cb", size = 25218709 }, + { url = "https://files.pythonhosted.org/packages/24/18/9e5374b617aba742a990581373cd6b68a2945d65cc588482749ef2e64467/scipy-1.15.3-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a769105537aa07a69468a0eefcd121be52006db61cdd8cac8a0e68980bbb723", size = 34809045 }, + { url = "https://files.pythonhosted.org/packages/e1/fe/9c4361e7ba2927074360856db6135ef4904d505e9b3afbbcb073c4008328/scipy-1.15.3-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9db984639887e3dffb3928d118145ffe40eff2fa40cb241a306ec57c219ebbbb", size = 36703062 }, + { url = "https://files.pythonhosted.org/packages/b7/8e/038ccfe29d272b30086b25a4960f757f97122cb2ec42e62b460d02fe98e9/scipy-1.15.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:40e54d5c7e7ebf1aa596c374c49fa3135f04648a0caabcb66c52884b943f02b4", size = 36393132 }, + { url = "https://files.pythonhosted.org/packages/10/7e/5c12285452970be5bdbe8352c619250b97ebf7917d7a9a9e96b8a8140f17/scipy-1.15.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5e721fed53187e71d0ccf382b6bf977644c533e506c4d33c3fb24de89f5c3ed5", size = 38979503 }, + { url = "https://files.pythonhosted.org/packages/81/06/0a5e5349474e1cbc5757975b21bd4fad0e72ebf138c5592f191646154e06/scipy-1.15.3-cp313-cp313t-win_amd64.whl", hash = "sha256:76ad1fb5f8752eabf0fa02e4cc0336b4e8f021e2d5f061ed37d6d264db35e3ca", size = 40308097 }, ] [[package]] @@ -5422,68 +5410,68 @@ resolution-markers = [ dependencies = [ { name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/0a/ca/d8ace4f98322d01abcd52d381134344bf7b431eba7ed8b42bdea5a3c2ac9/scipy-1.16.3.tar.gz", hash = "sha256:01e87659402762f43bd2fee13370553a17ada367d42e7487800bf2916535aecb", size = 30597883, upload-time = "2025-10-28T17:38:54.068Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/9b/5f/6f37d7439de1455ce9c5a556b8d1db0979f03a796c030bafdf08d35b7bf9/scipy-1.16.3-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:40be6cf99e68b6c4321e9f8782e7d5ff8265af28ef2cd56e9c9b2638fa08ad97", size = 36630881, upload-time = "2025-10-28T17:31:47.104Z" }, - { url = "https://files.pythonhosted.org/packages/7c/89/d70e9f628749b7e4db2aa4cd89735502ff3f08f7b9b27d2e799485987cd9/scipy-1.16.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:8be1ca9170fcb6223cc7c27f4305d680ded114a1567c0bd2bfcbf947d1b17511", size = 28941012, upload-time = "2025-10-28T17:31:53.411Z" }, - { url = "https://files.pythonhosted.org/packages/a8/a8/0e7a9a6872a923505dbdf6bb93451edcac120363131c19013044a1e7cb0c/scipy-1.16.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:bea0a62734d20d67608660f69dcda23e7f90fb4ca20974ab80b6ed40df87a005", size = 20931935, upload-time = "2025-10-28T17:31:57.361Z" }, - { url = "https://files.pythonhosted.org/packages/bd/c7/020fb72bd79ad798e4dbe53938543ecb96b3a9ac3fe274b7189e23e27353/scipy-1.16.3-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:2a207a6ce9c24f1951241f4693ede2d393f59c07abc159b2cb2be980820e01fb", size = 23534466, upload-time = "2025-10-28T17:32:01.875Z" }, - { url = "https://files.pythonhosted.org/packages/be/a0/668c4609ce6dbf2f948e167836ccaf897f95fb63fa231c87da7558a374cd/scipy-1.16.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:532fb5ad6a87e9e9cd9c959b106b73145a03f04c7d57ea3e6f6bb60b86ab0876", size = 33593618, upload-time = "2025-10-28T17:32:06.902Z" }, - { url = "https://files.pythonhosted.org/packages/ca/6e/8942461cf2636cdae083e3eb72622a7fbbfa5cf559c7d13ab250a5dbdc01/scipy-1.16.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0151a0749efeaaab78711c78422d413c583b8cdd2011a3c1d6c794938ee9fdb2", size = 35899798, upload-time = "2025-10-28T17:32:12.665Z" }, - { url = "https://files.pythonhosted.org/packages/79/e8/d0f33590364cdbd67f28ce79368b373889faa4ee959588beddf6daef9abe/scipy-1.16.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b7180967113560cca57418a7bc719e30366b47959dd845a93206fbed693c867e", size = 36226154, upload-time = "2025-10-28T17:32:17.961Z" }, - { url = "https://files.pythonhosted.org/packages/39/c1/1903de608c0c924a1749c590064e65810f8046e437aba6be365abc4f7557/scipy-1.16.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:deb3841c925eeddb6afc1e4e4a45e418d19ec7b87c5df177695224078e8ec733", size = 38878540, upload-time = "2025-10-28T17:32:23.907Z" }, - { url = "https://files.pythonhosted.org/packages/f1/d0/22ec7036ba0b0a35bccb7f25ab407382ed34af0b111475eb301c16f8a2e5/scipy-1.16.3-cp311-cp311-win_amd64.whl", hash = "sha256:53c3844d527213631e886621df5695d35e4f6a75f620dca412bcd292f6b87d78", size = 38722107, upload-time = "2025-10-28T17:32:29.921Z" }, - { url = "https://files.pythonhosted.org/packages/7b/60/8a00e5a524bb3bf8898db1650d350f50e6cffb9d7a491c561dc9826c7515/scipy-1.16.3-cp311-cp311-win_arm64.whl", hash = "sha256:9452781bd879b14b6f055b26643703551320aa8d79ae064a71df55c00286a184", size = 25506272, upload-time = "2025-10-28T17:32:34.577Z" }, - { url = "https://files.pythonhosted.org/packages/40/41/5bf55c3f386b1643812f3a5674edf74b26184378ef0f3e7c7a09a7e2ca7f/scipy-1.16.3-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:81fc5827606858cf71446a5e98715ba0e11f0dbc83d71c7409d05486592a45d6", size = 36659043, upload-time = "2025-10-28T17:32:40.285Z" }, - { url = "https://files.pythonhosted.org/packages/1e/0f/65582071948cfc45d43e9870bf7ca5f0e0684e165d7c9ef4e50d783073eb/scipy-1.16.3-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:c97176013d404c7346bf57874eaac5187d969293bf40497140b0a2b2b7482e07", size = 28898986, upload-time = "2025-10-28T17:32:45.325Z" }, - { url = "https://files.pythonhosted.org/packages/96/5e/36bf3f0ac298187d1ceadde9051177d6a4fe4d507e8f59067dc9dd39e650/scipy-1.16.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:2b71d93c8a9936046866acebc915e2af2e292b883ed6e2cbe5c34beb094b82d9", size = 20889814, upload-time = "2025-10-28T17:32:49.277Z" }, - { url = "https://files.pythonhosted.org/packages/80/35/178d9d0c35394d5d5211bbff7ac4f2986c5488b59506fef9e1de13ea28d3/scipy-1.16.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:3d4a07a8e785d80289dfe66b7c27d8634a773020742ec7187b85ccc4b0e7b686", size = 23565795, upload-time = "2025-10-28T17:32:53.337Z" }, - { url = "https://files.pythonhosted.org/packages/fa/46/d1146ff536d034d02f83c8afc3c4bab2eddb634624d6529a8512f3afc9da/scipy-1.16.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0553371015692a898e1aa858fed67a3576c34edefa6b7ebdb4e9dde49ce5c203", size = 33349476, upload-time = "2025-10-28T17:32:58.353Z" }, - { url = "https://files.pythonhosted.org/packages/79/2e/415119c9ab3e62249e18c2b082c07aff907a273741b3f8160414b0e9193c/scipy-1.16.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:72d1717fd3b5e6ec747327ce9bda32d5463f472c9dce9f54499e81fbd50245a1", size = 35676692, upload-time = "2025-10-28T17:33:03.88Z" }, - { url = "https://files.pythonhosted.org/packages/27/82/df26e44da78bf8d2aeaf7566082260cfa15955a5a6e96e6a29935b64132f/scipy-1.16.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1fb2472e72e24d1530debe6ae078db70fb1605350c88a3d14bc401d6306dbffe", size = 36019345, upload-time = "2025-10-28T17:33:09.773Z" }, - { url = "https://files.pythonhosted.org/packages/82/31/006cbb4b648ba379a95c87262c2855cd0d09453e500937f78b30f02fa1cd/scipy-1.16.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c5192722cffe15f9329a3948c4b1db789fbb1f05c97899187dcf009b283aea70", size = 38678975, upload-time = "2025-10-28T17:33:15.809Z" }, - { url = "https://files.pythonhosted.org/packages/c2/7f/acbd28c97e990b421af7d6d6cd416358c9c293fc958b8529e0bd5d2a2a19/scipy-1.16.3-cp312-cp312-win_amd64.whl", hash = "sha256:56edc65510d1331dae01ef9b658d428e33ed48b4f77b1d51caf479a0253f96dc", size = 38555926, upload-time = "2025-10-28T17:33:21.388Z" }, - { url = "https://files.pythonhosted.org/packages/ce/69/c5c7807fd007dad4f48e0a5f2153038dc96e8725d3345b9ee31b2b7bed46/scipy-1.16.3-cp312-cp312-win_arm64.whl", hash = "sha256:a8a26c78ef223d3e30920ef759e25625a0ecdd0d60e5a8818b7513c3e5384cf2", size = 25463014, upload-time = "2025-10-28T17:33:25.975Z" }, - { url = "https://files.pythonhosted.org/packages/72/f1/57e8327ab1508272029e27eeef34f2302ffc156b69e7e233e906c2a5c379/scipy-1.16.3-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:d2ec56337675e61b312179a1ad124f5f570c00f920cc75e1000025451b88241c", size = 36617856, upload-time = "2025-10-28T17:33:31.375Z" }, - { url = "https://files.pythonhosted.org/packages/44/13/7e63cfba8a7452eb756306aa2fd9b37a29a323b672b964b4fdeded9a3f21/scipy-1.16.3-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:16b8bc35a4cc24db80a0ec836a9286d0e31b2503cb2fd7ff7fb0e0374a97081d", size = 28874306, upload-time = "2025-10-28T17:33:36.516Z" }, - { url = "https://files.pythonhosted.org/packages/15/65/3a9400efd0228a176e6ec3454b1fa998fbbb5a8defa1672c3f65706987db/scipy-1.16.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:5803c5fadd29de0cf27fa08ccbfe7a9e5d741bf63e4ab1085437266f12460ff9", size = 20865371, upload-time = "2025-10-28T17:33:42.094Z" }, - { url = "https://files.pythonhosted.org/packages/33/d7/eda09adf009a9fb81827194d4dd02d2e4bc752cef16737cc4ef065234031/scipy-1.16.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:b81c27fc41954319a943d43b20e07c40bdcd3ff7cf013f4fb86286faefe546c4", size = 23524877, upload-time = "2025-10-28T17:33:48.483Z" }, - { url = "https://files.pythonhosted.org/packages/7d/6b/3f911e1ebc364cb81320223a3422aab7d26c9c7973109a9cd0f27c64c6c0/scipy-1.16.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0c3b4dd3d9b08dbce0f3440032c52e9e2ab9f96ade2d3943313dfe51a7056959", size = 33342103, upload-time = "2025-10-28T17:33:56.495Z" }, - { url = "https://files.pythonhosted.org/packages/21/f6/4bfb5695d8941e5c570a04d9fcd0d36bce7511b7d78e6e75c8f9791f82d0/scipy-1.16.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7dc1360c06535ea6116a2220f760ae572db9f661aba2d88074fe30ec2aa1ff88", size = 35697297, upload-time = "2025-10-28T17:34:04.722Z" }, - { url = "https://files.pythonhosted.org/packages/04/e1/6496dadbc80d8d896ff72511ecfe2316b50313bfc3ebf07a3f580f08bd8c/scipy-1.16.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:663b8d66a8748051c3ee9c96465fb417509315b99c71550fda2591d7dd634234", size = 36021756, upload-time = "2025-10-28T17:34:13.482Z" }, - { url = "https://files.pythonhosted.org/packages/fe/bd/a8c7799e0136b987bda3e1b23d155bcb31aec68a4a472554df5f0937eef7/scipy-1.16.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eab43fae33a0c39006a88096cd7b4f4ef545ea0447d250d5ac18202d40b6611d", size = 38696566, upload-time = "2025-10-28T17:34:22.384Z" }, - { url = "https://files.pythonhosted.org/packages/cd/01/1204382461fcbfeb05b6161b594f4007e78b6eba9b375382f79153172b4d/scipy-1.16.3-cp313-cp313-win_amd64.whl", hash = "sha256:062246acacbe9f8210de8e751b16fc37458213f124bef161a5a02c7a39284304", size = 38529877, upload-time = "2025-10-28T17:35:51.076Z" }, - { url = "https://files.pythonhosted.org/packages/7f/14/9d9fbcaa1260a94f4bb5b64ba9213ceb5d03cd88841fe9fd1ffd47a45b73/scipy-1.16.3-cp313-cp313-win_arm64.whl", hash = "sha256:50a3dbf286dbc7d84f176f9a1574c705f277cb6565069f88f60db9eafdbe3ee2", size = 25455366, upload-time = "2025-10-28T17:35:59.014Z" }, - { url = "https://files.pythonhosted.org/packages/e2/a3/9ec205bd49f42d45d77f1730dbad9ccf146244c1647605cf834b3a8c4f36/scipy-1.16.3-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:fb4b29f4cf8cc5a8d628bc8d8e26d12d7278cd1f219f22698a378c3d67db5e4b", size = 37027931, upload-time = "2025-10-28T17:34:31.451Z" }, - { url = "https://files.pythonhosted.org/packages/25/06/ca9fd1f3a4589cbd825b1447e5db3a8ebb969c1eaf22c8579bd286f51b6d/scipy-1.16.3-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:8d09d72dc92742988b0e7750bddb8060b0c7079606c0d24a8cc8e9c9c11f9079", size = 29400081, upload-time = "2025-10-28T17:34:39.087Z" }, - { url = "https://files.pythonhosted.org/packages/6a/56/933e68210d92657d93fb0e381683bc0e53a965048d7358ff5fbf9e6a1b17/scipy-1.16.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:03192a35e661470197556de24e7cb1330d84b35b94ead65c46ad6f16f6b28f2a", size = 21391244, upload-time = "2025-10-28T17:34:45.234Z" }, - { url = "https://files.pythonhosted.org/packages/a8/7e/779845db03dc1418e215726329674b40576879b91814568757ff0014ad65/scipy-1.16.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:57d01cb6f85e34f0946b33caa66e892aae072b64b034183f3d87c4025802a119", size = 23929753, upload-time = "2025-10-28T17:34:51.793Z" }, - { url = "https://files.pythonhosted.org/packages/4c/4b/f756cf8161d5365dcdef9e5f460ab226c068211030a175d2fc7f3f41ca64/scipy-1.16.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:96491a6a54e995f00a28a3c3badfff58fd093bf26cd5fb34a2188c8c756a3a2c", size = 33496912, upload-time = "2025-10-28T17:34:59.8Z" }, - { url = "https://files.pythonhosted.org/packages/09/b5/222b1e49a58668f23839ca1542a6322bb095ab8d6590d4f71723869a6c2c/scipy-1.16.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cd13e354df9938598af2be05822c323e97132d5e6306b83a3b4ee6724c6e522e", size = 35802371, upload-time = "2025-10-28T17:35:08.173Z" }, - { url = "https://files.pythonhosted.org/packages/c1/8d/5964ef68bb31829bde27611f8c9deeac13764589fe74a75390242b64ca44/scipy-1.16.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:63d3cdacb8a824a295191a723ee5e4ea7768ca5ca5f2838532d9f2e2b3ce2135", size = 36190477, upload-time = "2025-10-28T17:35:16.7Z" }, - { url = "https://files.pythonhosted.org/packages/ab/f2/b31d75cb9b5fa4dd39a0a931ee9b33e7f6f36f23be5ef560bf72e0f92f32/scipy-1.16.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e7efa2681ea410b10dde31a52b18b0154d66f2485328830e45fdf183af5aefc6", size = 38796678, upload-time = "2025-10-28T17:35:26.354Z" }, - { url = "https://files.pythonhosted.org/packages/b4/1e/b3723d8ff64ab548c38d87055483714fefe6ee20e0189b62352b5e015bb1/scipy-1.16.3-cp313-cp313t-win_amd64.whl", hash = "sha256:2d1ae2cf0c350e7705168ff2429962a89ad90c2d49d1dd300686d8b2a5af22fc", size = 38640178, upload-time = "2025-10-28T17:35:35.304Z" }, - { url = "https://files.pythonhosted.org/packages/8e/f3/d854ff38789aca9b0cc23008d607ced9de4f7ab14fa1ca4329f86b3758ca/scipy-1.16.3-cp313-cp313t-win_arm64.whl", hash = "sha256:0c623a54f7b79dd88ef56da19bc2873afec9673a48f3b85b18e4d402bdd29a5a", size = 25803246, upload-time = "2025-10-28T17:35:42.155Z" }, - { url = "https://files.pythonhosted.org/packages/99/f6/99b10fd70f2d864c1e29a28bbcaa0c6340f9d8518396542d9ea3b4aaae15/scipy-1.16.3-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:875555ce62743e1d54f06cdf22c1e0bc47b91130ac40fe5d783b6dfa114beeb6", size = 36606469, upload-time = "2025-10-28T17:36:08.741Z" }, - { url = "https://files.pythonhosted.org/packages/4d/74/043b54f2319f48ea940dd025779fa28ee360e6b95acb7cd188fad4391c6b/scipy-1.16.3-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:bb61878c18a470021fb515a843dc7a76961a8daceaaaa8bad1332f1bf4b54657", size = 28872043, upload-time = "2025-10-28T17:36:16.599Z" }, - { url = "https://files.pythonhosted.org/packages/4d/e1/24b7e50cc1c4ee6ffbcb1f27fe9f4c8b40e7911675f6d2d20955f41c6348/scipy-1.16.3-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f2622206f5559784fa5c4b53a950c3c7c1cf3e84ca1b9c4b6c03f062f289ca26", size = 20862952, upload-time = "2025-10-28T17:36:22.966Z" }, - { url = "https://files.pythonhosted.org/packages/dd/3a/3e8c01a4d742b730df368e063787c6808597ccb38636ed821d10b39ca51b/scipy-1.16.3-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:7f68154688c515cdb541a31ef8eb66d8cd1050605be9dcd74199cbd22ac739bc", size = 23508512, upload-time = "2025-10-28T17:36:29.731Z" }, - { url = "https://files.pythonhosted.org/packages/1f/60/c45a12b98ad591536bfe5330cb3cfe1850d7570259303563b1721564d458/scipy-1.16.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8b3c820ddb80029fe9f43d61b81d8b488d3ef8ca010d15122b152db77dc94c22", size = 33413639, upload-time = "2025-10-28T17:36:37.982Z" }, - { url = "https://files.pythonhosted.org/packages/71/bc/35957d88645476307e4839712642896689df442f3e53b0fa016ecf8a3357/scipy-1.16.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d3837938ae715fc0fe3c39c0202de3a8853aff22ca66781ddc2ade7554b7e2cc", size = 35704729, upload-time = "2025-10-28T17:36:46.547Z" }, - { url = "https://files.pythonhosted.org/packages/3b/15/89105e659041b1ca11c386e9995aefacd513a78493656e57789f9d9eab61/scipy-1.16.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:aadd23f98f9cb069b3bd64ddc900c4d277778242e961751f77a8cb5c4b946fb0", size = 36086251, upload-time = "2025-10-28T17:36:55.161Z" }, - { url = "https://files.pythonhosted.org/packages/1a/87/c0ea673ac9c6cc50b3da2196d860273bc7389aa69b64efa8493bdd25b093/scipy-1.16.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b7c5f1bda1354d6a19bc6af73a649f8285ca63ac6b52e64e658a5a11d4d69800", size = 38716681, upload-time = "2025-10-28T17:37:04.1Z" }, - { url = "https://files.pythonhosted.org/packages/91/06/837893227b043fb9b0d13e4bd7586982d8136cb249ffb3492930dab905b8/scipy-1.16.3-cp314-cp314-win_amd64.whl", hash = "sha256:e5d42a9472e7579e473879a1990327830493a7047506d58d73fc429b84c1d49d", size = 39358423, upload-time = "2025-10-28T17:38:20.005Z" }, - { url = "https://files.pythonhosted.org/packages/95/03/28bce0355e4d34a7c034727505a02d19548549e190bedd13a721e35380b7/scipy-1.16.3-cp314-cp314-win_arm64.whl", hash = "sha256:6020470b9d00245926f2d5bb93b119ca0340f0d564eb6fbaad843eaebf9d690f", size = 26135027, upload-time = "2025-10-28T17:38:24.966Z" }, - { url = "https://files.pythonhosted.org/packages/b2/6f/69f1e2b682efe9de8fe9f91040f0cd32f13cfccba690512ba4c582b0bc29/scipy-1.16.3-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:e1d27cbcb4602680a49d787d90664fa4974063ac9d4134813332a8c53dbe667c", size = 37028379, upload-time = "2025-10-28T17:37:14.061Z" }, - { url = "https://files.pythonhosted.org/packages/7c/2d/e826f31624a5ebbab1cd93d30fd74349914753076ed0593e1d56a98c4fb4/scipy-1.16.3-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:9b9c9c07b6d56a35777a1b4cc8966118fb16cfd8daf6743867d17d36cfad2d40", size = 29400052, upload-time = "2025-10-28T17:37:21.709Z" }, - { url = "https://files.pythonhosted.org/packages/69/27/d24feb80155f41fd1f156bf144e7e049b4e2b9dd06261a242905e3bc7a03/scipy-1.16.3-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:3a4c460301fb2cffb7f88528f30b3127742cff583603aa7dc964a52c463b385d", size = 21391183, upload-time = "2025-10-28T17:37:29.559Z" }, - { url = "https://files.pythonhosted.org/packages/f8/d3/1b229e433074c5738a24277eca520a2319aac7465eea7310ea6ae0e98ae2/scipy-1.16.3-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:f667a4542cc8917af1db06366d3f78a5c8e83badd56409f94d1eac8d8d9133fa", size = 23930174, upload-time = "2025-10-28T17:37:36.306Z" }, - { url = "https://files.pythonhosted.org/packages/16/9d/d9e148b0ec680c0f042581a2be79a28a7ab66c0c4946697f9e7553ead337/scipy-1.16.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f379b54b77a597aa7ee5e697df0d66903e41b9c85a6dd7946159e356319158e8", size = 33497852, upload-time = "2025-10-28T17:37:42.228Z" }, - { url = "https://files.pythonhosted.org/packages/2f/22/4e5f7561e4f98b7bea63cf3fd7934bff1e3182e9f1626b089a679914d5c8/scipy-1.16.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4aff59800a3b7f786b70bfd6ab551001cb553244988d7d6b8299cb1ea653b353", size = 35798595, upload-time = "2025-10-28T17:37:48.102Z" }, - { url = "https://files.pythonhosted.org/packages/83/42/6644d714c179429fc7196857866f219fef25238319b650bb32dde7bf7a48/scipy-1.16.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:da7763f55885045036fabcebd80144b757d3db06ab0861415d1c3b7c69042146", size = 36186269, upload-time = "2025-10-28T17:37:53.72Z" }, - { url = "https://files.pythonhosted.org/packages/ac/70/64b4d7ca92f9cf2e6fc6aaa2eecf80bb9b6b985043a9583f32f8177ea122/scipy-1.16.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ffa6eea95283b2b8079b821dc11f50a17d0571c92b43e2b5b12764dc5f9b285d", size = 38802779, upload-time = "2025-10-28T17:37:59.393Z" }, - { url = "https://files.pythonhosted.org/packages/61/82/8d0e39f62764cce5ffd5284131e109f07cf8955aef9ab8ed4e3aa5e30539/scipy-1.16.3-cp314-cp314t-win_amd64.whl", hash = "sha256:d9f48cafc7ce94cf9b15c6bffdc443a81a27bf7075cf2dcd5c8b40f85d10c4e7", size = 39471128, upload-time = "2025-10-28T17:38:05.259Z" }, - { url = "https://files.pythonhosted.org/packages/64/47/a494741db7280eae6dc033510c319e34d42dd41b7ac0c7ead39354d1a2b5/scipy-1.16.3-cp314-cp314t-win_arm64.whl", hash = "sha256:21d9d6b197227a12dcbf9633320a4e34c6b0e51c57268df255a0942983bac562", size = 26464127, upload-time = "2025-10-28T17:38:11.34Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/0a/ca/d8ace4f98322d01abcd52d381134344bf7b431eba7ed8b42bdea5a3c2ac9/scipy-1.16.3.tar.gz", hash = "sha256:01e87659402762f43bd2fee13370553a17ada367d42e7487800bf2916535aecb", size = 30597883 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/9b/5f/6f37d7439de1455ce9c5a556b8d1db0979f03a796c030bafdf08d35b7bf9/scipy-1.16.3-cp311-cp311-macosx_10_14_x86_64.whl", hash = "sha256:40be6cf99e68b6c4321e9f8782e7d5ff8265af28ef2cd56e9c9b2638fa08ad97", size = 36630881 }, + { url = "https://files.pythonhosted.org/packages/7c/89/d70e9f628749b7e4db2aa4cd89735502ff3f08f7b9b27d2e799485987cd9/scipy-1.16.3-cp311-cp311-macosx_12_0_arm64.whl", hash = "sha256:8be1ca9170fcb6223cc7c27f4305d680ded114a1567c0bd2bfcbf947d1b17511", size = 28941012 }, + { url = "https://files.pythonhosted.org/packages/a8/a8/0e7a9a6872a923505dbdf6bb93451edcac120363131c19013044a1e7cb0c/scipy-1.16.3-cp311-cp311-macosx_14_0_arm64.whl", hash = "sha256:bea0a62734d20d67608660f69dcda23e7f90fb4ca20974ab80b6ed40df87a005", size = 20931935 }, + { url = "https://files.pythonhosted.org/packages/bd/c7/020fb72bd79ad798e4dbe53938543ecb96b3a9ac3fe274b7189e23e27353/scipy-1.16.3-cp311-cp311-macosx_14_0_x86_64.whl", hash = "sha256:2a207a6ce9c24f1951241f4693ede2d393f59c07abc159b2cb2be980820e01fb", size = 23534466 }, + { url = "https://files.pythonhosted.org/packages/be/a0/668c4609ce6dbf2f948e167836ccaf897f95fb63fa231c87da7558a374cd/scipy-1.16.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:532fb5ad6a87e9e9cd9c959b106b73145a03f04c7d57ea3e6f6bb60b86ab0876", size = 33593618 }, + { url = "https://files.pythonhosted.org/packages/ca/6e/8942461cf2636cdae083e3eb72622a7fbbfa5cf559c7d13ab250a5dbdc01/scipy-1.16.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0151a0749efeaaab78711c78422d413c583b8cdd2011a3c1d6c794938ee9fdb2", size = 35899798 }, + { url = "https://files.pythonhosted.org/packages/79/e8/d0f33590364cdbd67f28ce79368b373889faa4ee959588beddf6daef9abe/scipy-1.16.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:b7180967113560cca57418a7bc719e30366b47959dd845a93206fbed693c867e", size = 36226154 }, + { url = "https://files.pythonhosted.org/packages/39/c1/1903de608c0c924a1749c590064e65810f8046e437aba6be365abc4f7557/scipy-1.16.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:deb3841c925eeddb6afc1e4e4a45e418d19ec7b87c5df177695224078e8ec733", size = 38878540 }, + { url = "https://files.pythonhosted.org/packages/f1/d0/22ec7036ba0b0a35bccb7f25ab407382ed34af0b111475eb301c16f8a2e5/scipy-1.16.3-cp311-cp311-win_amd64.whl", hash = "sha256:53c3844d527213631e886621df5695d35e4f6a75f620dca412bcd292f6b87d78", size = 38722107 }, + { url = "https://files.pythonhosted.org/packages/7b/60/8a00e5a524bb3bf8898db1650d350f50e6cffb9d7a491c561dc9826c7515/scipy-1.16.3-cp311-cp311-win_arm64.whl", hash = "sha256:9452781bd879b14b6f055b26643703551320aa8d79ae064a71df55c00286a184", size = 25506272 }, + { url = "https://files.pythonhosted.org/packages/40/41/5bf55c3f386b1643812f3a5674edf74b26184378ef0f3e7c7a09a7e2ca7f/scipy-1.16.3-cp312-cp312-macosx_10_14_x86_64.whl", hash = "sha256:81fc5827606858cf71446a5e98715ba0e11f0dbc83d71c7409d05486592a45d6", size = 36659043 }, + { url = "https://files.pythonhosted.org/packages/1e/0f/65582071948cfc45d43e9870bf7ca5f0e0684e165d7c9ef4e50d783073eb/scipy-1.16.3-cp312-cp312-macosx_12_0_arm64.whl", hash = "sha256:c97176013d404c7346bf57874eaac5187d969293bf40497140b0a2b2b7482e07", size = 28898986 }, + { url = "https://files.pythonhosted.org/packages/96/5e/36bf3f0ac298187d1ceadde9051177d6a4fe4d507e8f59067dc9dd39e650/scipy-1.16.3-cp312-cp312-macosx_14_0_arm64.whl", hash = "sha256:2b71d93c8a9936046866acebc915e2af2e292b883ed6e2cbe5c34beb094b82d9", size = 20889814 }, + { url = "https://files.pythonhosted.org/packages/80/35/178d9d0c35394d5d5211bbff7ac4f2986c5488b59506fef9e1de13ea28d3/scipy-1.16.3-cp312-cp312-macosx_14_0_x86_64.whl", hash = "sha256:3d4a07a8e785d80289dfe66b7c27d8634a773020742ec7187b85ccc4b0e7b686", size = 23565795 }, + { url = "https://files.pythonhosted.org/packages/fa/46/d1146ff536d034d02f83c8afc3c4bab2eddb634624d6529a8512f3afc9da/scipy-1.16.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0553371015692a898e1aa858fed67a3576c34edefa6b7ebdb4e9dde49ce5c203", size = 33349476 }, + { url = "https://files.pythonhosted.org/packages/79/2e/415119c9ab3e62249e18c2b082c07aff907a273741b3f8160414b0e9193c/scipy-1.16.3-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:72d1717fd3b5e6ec747327ce9bda32d5463f472c9dce9f54499e81fbd50245a1", size = 35676692 }, + { url = "https://files.pythonhosted.org/packages/27/82/df26e44da78bf8d2aeaf7566082260cfa15955a5a6e96e6a29935b64132f/scipy-1.16.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1fb2472e72e24d1530debe6ae078db70fb1605350c88a3d14bc401d6306dbffe", size = 36019345 }, + { url = "https://files.pythonhosted.org/packages/82/31/006cbb4b648ba379a95c87262c2855cd0d09453e500937f78b30f02fa1cd/scipy-1.16.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:c5192722cffe15f9329a3948c4b1db789fbb1f05c97899187dcf009b283aea70", size = 38678975 }, + { url = "https://files.pythonhosted.org/packages/c2/7f/acbd28c97e990b421af7d6d6cd416358c9c293fc958b8529e0bd5d2a2a19/scipy-1.16.3-cp312-cp312-win_amd64.whl", hash = "sha256:56edc65510d1331dae01ef9b658d428e33ed48b4f77b1d51caf479a0253f96dc", size = 38555926 }, + { url = "https://files.pythonhosted.org/packages/ce/69/c5c7807fd007dad4f48e0a5f2153038dc96e8725d3345b9ee31b2b7bed46/scipy-1.16.3-cp312-cp312-win_arm64.whl", hash = "sha256:a8a26c78ef223d3e30920ef759e25625a0ecdd0d60e5a8818b7513c3e5384cf2", size = 25463014 }, + { url = "https://files.pythonhosted.org/packages/72/f1/57e8327ab1508272029e27eeef34f2302ffc156b69e7e233e906c2a5c379/scipy-1.16.3-cp313-cp313-macosx_10_14_x86_64.whl", hash = "sha256:d2ec56337675e61b312179a1ad124f5f570c00f920cc75e1000025451b88241c", size = 36617856 }, + { url = "https://files.pythonhosted.org/packages/44/13/7e63cfba8a7452eb756306aa2fd9b37a29a323b672b964b4fdeded9a3f21/scipy-1.16.3-cp313-cp313-macosx_12_0_arm64.whl", hash = "sha256:16b8bc35a4cc24db80a0ec836a9286d0e31b2503cb2fd7ff7fb0e0374a97081d", size = 28874306 }, + { url = "https://files.pythonhosted.org/packages/15/65/3a9400efd0228a176e6ec3454b1fa998fbbb5a8defa1672c3f65706987db/scipy-1.16.3-cp313-cp313-macosx_14_0_arm64.whl", hash = "sha256:5803c5fadd29de0cf27fa08ccbfe7a9e5d741bf63e4ab1085437266f12460ff9", size = 20865371 }, + { url = "https://files.pythonhosted.org/packages/33/d7/eda09adf009a9fb81827194d4dd02d2e4bc752cef16737cc4ef065234031/scipy-1.16.3-cp313-cp313-macosx_14_0_x86_64.whl", hash = "sha256:b81c27fc41954319a943d43b20e07c40bdcd3ff7cf013f4fb86286faefe546c4", size = 23524877 }, + { url = "https://files.pythonhosted.org/packages/7d/6b/3f911e1ebc364cb81320223a3422aab7d26c9c7973109a9cd0f27c64c6c0/scipy-1.16.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0c3b4dd3d9b08dbce0f3440032c52e9e2ab9f96ade2d3943313dfe51a7056959", size = 33342103 }, + { url = "https://files.pythonhosted.org/packages/21/f6/4bfb5695d8941e5c570a04d9fcd0d36bce7511b7d78e6e75c8f9791f82d0/scipy-1.16.3-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:7dc1360c06535ea6116a2220f760ae572db9f661aba2d88074fe30ec2aa1ff88", size = 35697297 }, + { url = "https://files.pythonhosted.org/packages/04/e1/6496dadbc80d8d896ff72511ecfe2316b50313bfc3ebf07a3f580f08bd8c/scipy-1.16.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:663b8d66a8748051c3ee9c96465fb417509315b99c71550fda2591d7dd634234", size = 36021756 }, + { url = "https://files.pythonhosted.org/packages/fe/bd/a8c7799e0136b987bda3e1b23d155bcb31aec68a4a472554df5f0937eef7/scipy-1.16.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:eab43fae33a0c39006a88096cd7b4f4ef545ea0447d250d5ac18202d40b6611d", size = 38696566 }, + { url = "https://files.pythonhosted.org/packages/cd/01/1204382461fcbfeb05b6161b594f4007e78b6eba9b375382f79153172b4d/scipy-1.16.3-cp313-cp313-win_amd64.whl", hash = "sha256:062246acacbe9f8210de8e751b16fc37458213f124bef161a5a02c7a39284304", size = 38529877 }, + { url = "https://files.pythonhosted.org/packages/7f/14/9d9fbcaa1260a94f4bb5b64ba9213ceb5d03cd88841fe9fd1ffd47a45b73/scipy-1.16.3-cp313-cp313-win_arm64.whl", hash = "sha256:50a3dbf286dbc7d84f176f9a1574c705f277cb6565069f88f60db9eafdbe3ee2", size = 25455366 }, + { url = "https://files.pythonhosted.org/packages/e2/a3/9ec205bd49f42d45d77f1730dbad9ccf146244c1647605cf834b3a8c4f36/scipy-1.16.3-cp313-cp313t-macosx_10_14_x86_64.whl", hash = "sha256:fb4b29f4cf8cc5a8d628bc8d8e26d12d7278cd1f219f22698a378c3d67db5e4b", size = 37027931 }, + { url = "https://files.pythonhosted.org/packages/25/06/ca9fd1f3a4589cbd825b1447e5db3a8ebb969c1eaf22c8579bd286f51b6d/scipy-1.16.3-cp313-cp313t-macosx_12_0_arm64.whl", hash = "sha256:8d09d72dc92742988b0e7750bddb8060b0c7079606c0d24a8cc8e9c9c11f9079", size = 29400081 }, + { url = "https://files.pythonhosted.org/packages/6a/56/933e68210d92657d93fb0e381683bc0e53a965048d7358ff5fbf9e6a1b17/scipy-1.16.3-cp313-cp313t-macosx_14_0_arm64.whl", hash = "sha256:03192a35e661470197556de24e7cb1330d84b35b94ead65c46ad6f16f6b28f2a", size = 21391244 }, + { url = "https://files.pythonhosted.org/packages/a8/7e/779845db03dc1418e215726329674b40576879b91814568757ff0014ad65/scipy-1.16.3-cp313-cp313t-macosx_14_0_x86_64.whl", hash = "sha256:57d01cb6f85e34f0946b33caa66e892aae072b64b034183f3d87c4025802a119", size = 23929753 }, + { url = "https://files.pythonhosted.org/packages/4c/4b/f756cf8161d5365dcdef9e5f460ab226c068211030a175d2fc7f3f41ca64/scipy-1.16.3-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:96491a6a54e995f00a28a3c3badfff58fd093bf26cd5fb34a2188c8c756a3a2c", size = 33496912 }, + { url = "https://files.pythonhosted.org/packages/09/b5/222b1e49a58668f23839ca1542a6322bb095ab8d6590d4f71723869a6c2c/scipy-1.16.3-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:cd13e354df9938598af2be05822c323e97132d5e6306b83a3b4ee6724c6e522e", size = 35802371 }, + { url = "https://files.pythonhosted.org/packages/c1/8d/5964ef68bb31829bde27611f8c9deeac13764589fe74a75390242b64ca44/scipy-1.16.3-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:63d3cdacb8a824a295191a723ee5e4ea7768ca5ca5f2838532d9f2e2b3ce2135", size = 36190477 }, + { url = "https://files.pythonhosted.org/packages/ab/f2/b31d75cb9b5fa4dd39a0a931ee9b33e7f6f36f23be5ef560bf72e0f92f32/scipy-1.16.3-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:e7efa2681ea410b10dde31a52b18b0154d66f2485328830e45fdf183af5aefc6", size = 38796678 }, + { url = "https://files.pythonhosted.org/packages/b4/1e/b3723d8ff64ab548c38d87055483714fefe6ee20e0189b62352b5e015bb1/scipy-1.16.3-cp313-cp313t-win_amd64.whl", hash = "sha256:2d1ae2cf0c350e7705168ff2429962a89ad90c2d49d1dd300686d8b2a5af22fc", size = 38640178 }, + { url = "https://files.pythonhosted.org/packages/8e/f3/d854ff38789aca9b0cc23008d607ced9de4f7ab14fa1ca4329f86b3758ca/scipy-1.16.3-cp313-cp313t-win_arm64.whl", hash = "sha256:0c623a54f7b79dd88ef56da19bc2873afec9673a48f3b85b18e4d402bdd29a5a", size = 25803246 }, + { url = "https://files.pythonhosted.org/packages/99/f6/99b10fd70f2d864c1e29a28bbcaa0c6340f9d8518396542d9ea3b4aaae15/scipy-1.16.3-cp314-cp314-macosx_10_14_x86_64.whl", hash = "sha256:875555ce62743e1d54f06cdf22c1e0bc47b91130ac40fe5d783b6dfa114beeb6", size = 36606469 }, + { url = "https://files.pythonhosted.org/packages/4d/74/043b54f2319f48ea940dd025779fa28ee360e6b95acb7cd188fad4391c6b/scipy-1.16.3-cp314-cp314-macosx_12_0_arm64.whl", hash = "sha256:bb61878c18a470021fb515a843dc7a76961a8daceaaaa8bad1332f1bf4b54657", size = 28872043 }, + { url = "https://files.pythonhosted.org/packages/4d/e1/24b7e50cc1c4ee6ffbcb1f27fe9f4c8b40e7911675f6d2d20955f41c6348/scipy-1.16.3-cp314-cp314-macosx_14_0_arm64.whl", hash = "sha256:f2622206f5559784fa5c4b53a950c3c7c1cf3e84ca1b9c4b6c03f062f289ca26", size = 20862952 }, + { url = "https://files.pythonhosted.org/packages/dd/3a/3e8c01a4d742b730df368e063787c6808597ccb38636ed821d10b39ca51b/scipy-1.16.3-cp314-cp314-macosx_14_0_x86_64.whl", hash = "sha256:7f68154688c515cdb541a31ef8eb66d8cd1050605be9dcd74199cbd22ac739bc", size = 23508512 }, + { url = "https://files.pythonhosted.org/packages/1f/60/c45a12b98ad591536bfe5330cb3cfe1850d7570259303563b1721564d458/scipy-1.16.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:8b3c820ddb80029fe9f43d61b81d8b488d3ef8ca010d15122b152db77dc94c22", size = 33413639 }, + { url = "https://files.pythonhosted.org/packages/71/bc/35957d88645476307e4839712642896689df442f3e53b0fa016ecf8a3357/scipy-1.16.3-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d3837938ae715fc0fe3c39c0202de3a8853aff22ca66781ddc2ade7554b7e2cc", size = 35704729 }, + { url = "https://files.pythonhosted.org/packages/3b/15/89105e659041b1ca11c386e9995aefacd513a78493656e57789f9d9eab61/scipy-1.16.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:aadd23f98f9cb069b3bd64ddc900c4d277778242e961751f77a8cb5c4b946fb0", size = 36086251 }, + { url = "https://files.pythonhosted.org/packages/1a/87/c0ea673ac9c6cc50b3da2196d860273bc7389aa69b64efa8493bdd25b093/scipy-1.16.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b7c5f1bda1354d6a19bc6af73a649f8285ca63ac6b52e64e658a5a11d4d69800", size = 38716681 }, + { url = "https://files.pythonhosted.org/packages/91/06/837893227b043fb9b0d13e4bd7586982d8136cb249ffb3492930dab905b8/scipy-1.16.3-cp314-cp314-win_amd64.whl", hash = "sha256:e5d42a9472e7579e473879a1990327830493a7047506d58d73fc429b84c1d49d", size = 39358423 }, + { url = "https://files.pythonhosted.org/packages/95/03/28bce0355e4d34a7c034727505a02d19548549e190bedd13a721e35380b7/scipy-1.16.3-cp314-cp314-win_arm64.whl", hash = "sha256:6020470b9d00245926f2d5bb93b119ca0340f0d564eb6fbaad843eaebf9d690f", size = 26135027 }, + { url = "https://files.pythonhosted.org/packages/b2/6f/69f1e2b682efe9de8fe9f91040f0cd32f13cfccba690512ba4c582b0bc29/scipy-1.16.3-cp314-cp314t-macosx_10_14_x86_64.whl", hash = "sha256:e1d27cbcb4602680a49d787d90664fa4974063ac9d4134813332a8c53dbe667c", size = 37028379 }, + { url = "https://files.pythonhosted.org/packages/7c/2d/e826f31624a5ebbab1cd93d30fd74349914753076ed0593e1d56a98c4fb4/scipy-1.16.3-cp314-cp314t-macosx_12_0_arm64.whl", hash = "sha256:9b9c9c07b6d56a35777a1b4cc8966118fb16cfd8daf6743867d17d36cfad2d40", size = 29400052 }, + { url = "https://files.pythonhosted.org/packages/69/27/d24feb80155f41fd1f156bf144e7e049b4e2b9dd06261a242905e3bc7a03/scipy-1.16.3-cp314-cp314t-macosx_14_0_arm64.whl", hash = "sha256:3a4c460301fb2cffb7f88528f30b3127742cff583603aa7dc964a52c463b385d", size = 21391183 }, + { url = "https://files.pythonhosted.org/packages/f8/d3/1b229e433074c5738a24277eca520a2319aac7465eea7310ea6ae0e98ae2/scipy-1.16.3-cp314-cp314t-macosx_14_0_x86_64.whl", hash = "sha256:f667a4542cc8917af1db06366d3f78a5c8e83badd56409f94d1eac8d8d9133fa", size = 23930174 }, + { url = "https://files.pythonhosted.org/packages/16/9d/d9e148b0ec680c0f042581a2be79a28a7ab66c0c4946697f9e7553ead337/scipy-1.16.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:f379b54b77a597aa7ee5e697df0d66903e41b9c85a6dd7946159e356319158e8", size = 33497852 }, + { url = "https://files.pythonhosted.org/packages/2f/22/4e5f7561e4f98b7bea63cf3fd7934bff1e3182e9f1626b089a679914d5c8/scipy-1.16.3-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:4aff59800a3b7f786b70bfd6ab551001cb553244988d7d6b8299cb1ea653b353", size = 35798595 }, + { url = "https://files.pythonhosted.org/packages/83/42/6644d714c179429fc7196857866f219fef25238319b650bb32dde7bf7a48/scipy-1.16.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:da7763f55885045036fabcebd80144b757d3db06ab0861415d1c3b7c69042146", size = 36186269 }, + { url = "https://files.pythonhosted.org/packages/ac/70/64b4d7ca92f9cf2e6fc6aaa2eecf80bb9b6b985043a9583f32f8177ea122/scipy-1.16.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ffa6eea95283b2b8079b821dc11f50a17d0571c92b43e2b5b12764dc5f9b285d", size = 38802779 }, + { url = "https://files.pythonhosted.org/packages/61/82/8d0e39f62764cce5ffd5284131e109f07cf8955aef9ab8ed4e3aa5e30539/scipy-1.16.3-cp314-cp314t-win_amd64.whl", hash = "sha256:d9f48cafc7ce94cf9b15c6bffdc443a81a27bf7075cf2dcd5c8b40f85d10c4e7", size = 39471128 }, + { url = "https://files.pythonhosted.org/packages/64/47/a494741db7280eae6dc033510c319e34d42dd41b7ac0c7ead39354d1a2b5/scipy-1.16.3-cp314-cp314t-win_arm64.whl", hash = "sha256:21d9d6b197227a12dcbf9633320a4e34c6b0e51c57268df255a0942983bac562", size = 26464127 }, ] [[package]] @@ -5496,138 +5484,138 @@ dependencies = [ { name = "numpy", version = "2.3.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.11' and sys_platform == 'darwin') or (python_full_version >= '3.11' and sys_platform == 'linux') or (python_full_version >= '3.11' and sys_platform == 'win32')" }, { name = "pandas", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/86/59/a451d7420a77ab0b98f7affa3a1d78a313d2f7281a57afb1a34bae8ab412/seaborn-0.13.2.tar.gz", hash = "sha256:93e60a40988f4d65e9f4885df477e2fdaff6b73a9ded434c1ab356dd57eefff7", size = 1457696, upload-time = "2024-01-25T13:21:52.551Z" } +sdist = { url = "https://files.pythonhosted.org/packages/86/59/a451d7420a77ab0b98f7affa3a1d78a313d2f7281a57afb1a34bae8ab412/seaborn-0.13.2.tar.gz", hash = "sha256:93e60a40988f4d65e9f4885df477e2fdaff6b73a9ded434c1ab356dd57eefff7", size = 1457696 } wheels = [ - { url = "https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl", hash = "sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987", size = 294914, upload-time = "2024-01-25T13:21:49.598Z" }, + { url = "https://files.pythonhosted.org/packages/83/11/00d3c3dfc25ad54e731d91449895a79e4bf2384dc3ac01809010ba88f6d5/seaborn-0.13.2-py3-none-any.whl", hash = "sha256:636f8336facf092165e27924f223d3c62ca560b1f2bb5dff7ab7fad265361987", size = 294914 }, ] [[package]] name = "setproctitle" version = "1.3.7" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/8d/48/49393a96a2eef1ab418b17475fb92b8fcfad83d099e678751b05472e69de/setproctitle-1.3.7.tar.gz", hash = "sha256:bc2bc917691c1537d5b9bca1468437176809c7e11e5694ca79a9ca12345dcb9e", size = 27002, upload-time = "2025-09-05T12:51:25.278Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/f2/48/fb401ec8c4953d519d05c87feca816ad668b8258448ff60579ac7a1c1386/setproctitle-1.3.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cf555b6299f10a6eb44e4f96d2f5a3884c70ce25dc5c8796aaa2f7b40e72cb1b", size = 18079, upload-time = "2025-09-05T12:49:07.732Z" }, - { url = "https://files.pythonhosted.org/packages/cc/a3/c2b0333c2716fb3b4c9a973dd113366ac51b4f8d56b500f4f8f704b4817a/setproctitle-1.3.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:690b4776f9c15aaf1023bb07d7c5b797681a17af98a4a69e76a1d504e41108b7", size = 13099, upload-time = "2025-09-05T12:49:09.222Z" }, - { url = "https://files.pythonhosted.org/packages/0e/f8/17bda581c517678260e6541b600eeb67745f53596dc077174141ba2f6702/setproctitle-1.3.7-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:00afa6fc507967d8c9d592a887cdc6c1f5742ceac6a4354d111ca0214847732c", size = 31793, upload-time = "2025-09-05T12:49:10.297Z" }, - { url = "https://files.pythonhosted.org/packages/27/d1/76a33ae80d4e788ecab9eb9b53db03e81cfc95367ec7e3fbf4989962fedd/setproctitle-1.3.7-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9e02667f6b9fc1238ba753c0f4b0a37ae184ce8f3bbbc38e115d99646b3f4cd3", size = 32779, upload-time = "2025-09-05T12:49:12.157Z" }, - { url = "https://files.pythonhosted.org/packages/59/27/1a07c38121967061564f5e0884414a5ab11a783260450172d4fc68c15621/setproctitle-1.3.7-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:83fcd271567d133eb9532d3b067c8a75be175b2b3b271e2812921a05303a693f", size = 34578, upload-time = "2025-09-05T12:49:13.393Z" }, - { url = "https://files.pythonhosted.org/packages/d8/d4/725e6353935962d8bb12cbf7e7abba1d0d738c7f6935f90239d8e1ccf913/setproctitle-1.3.7-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:13fe37951dda1a45c35d77d06e3da5d90e4f875c4918a7312b3b4556cfa7ff64", size = 32030, upload-time = "2025-09-05T12:49:15.362Z" }, - { url = "https://files.pythonhosted.org/packages/67/24/e4677ae8e1cb0d549ab558b12db10c175a889be0974c589c428fece5433e/setproctitle-1.3.7-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:a05509cfb2059e5d2ddff701d38e474169e9ce2a298cf1b6fd5f3a213a553fe5", size = 33363, upload-time = "2025-09-05T12:49:16.829Z" }, - { url = "https://files.pythonhosted.org/packages/55/d4/69ce66e4373a48fdbb37489f3ded476bb393e27f514968c3a69a67343ae0/setproctitle-1.3.7-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:6da835e76ae18574859224a75db6e15c4c2aaa66d300a57efeaa4c97ca4c7381", size = 31508, upload-time = "2025-09-05T12:49:18.032Z" }, - { url = "https://files.pythonhosted.org/packages/4b/5a/42c1ed0e9665d068146a68326529b5686a1881c8b9197c2664db4baf6aeb/setproctitle-1.3.7-cp310-cp310-win32.whl", hash = "sha256:9e803d1b1e20240a93bac0bc1025363f7f80cb7eab67dfe21efc0686cc59ad7c", size = 12558, upload-time = "2025-09-05T12:49:19.742Z" }, - { url = "https://files.pythonhosted.org/packages/dc/fe/dd206cc19a25561921456f6cb12b405635319299b6f366e0bebe872abc18/setproctitle-1.3.7-cp310-cp310-win_amd64.whl", hash = "sha256:a97200acc6b64ec4cada52c2ecaf1fba1ef9429ce9c542f8a7db5bcaa9dcbd95", size = 13245, upload-time = "2025-09-05T12:49:21.023Z" }, - { url = "https://files.pythonhosted.org/packages/04/cd/1b7ba5cad635510720ce19d7122154df96a2387d2a74217be552887c93e5/setproctitle-1.3.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a600eeb4145fb0ee6c287cb82a2884bd4ec5bbb076921e287039dcc7b7cc6dd0", size = 18085, upload-time = "2025-09-05T12:49:22.183Z" }, - { url = "https://files.pythonhosted.org/packages/8f/1a/b2da0a620490aae355f9d72072ac13e901a9fec809a6a24fc6493a8f3c35/setproctitle-1.3.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:97a090fed480471bb175689859532709e28c085087e344bca45cf318034f70c4", size = 13097, upload-time = "2025-09-05T12:49:23.322Z" }, - { url = "https://files.pythonhosted.org/packages/18/2e/bd03ff02432a181c1787f6fc2a678f53b7dacdd5ded69c318fe1619556e8/setproctitle-1.3.7-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:1607b963e7b53e24ec8a2cb4e0ab3ae591d7c6bf0a160feef0551da63452b37f", size = 32191, upload-time = "2025-09-05T12:49:24.567Z" }, - { url = "https://files.pythonhosted.org/packages/28/78/1e62fc0937a8549f2220445ed2175daacee9b6764c7963b16148119b016d/setproctitle-1.3.7-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a20fb1a3974e2dab857870cf874b325b8705605cb7e7e8bcbb915bca896f52a9", size = 33203, upload-time = "2025-09-05T12:49:25.871Z" }, - { url = "https://files.pythonhosted.org/packages/a0/3c/65edc65db3fa3df400cf13b05e9d41a3c77517b4839ce873aa6b4043184f/setproctitle-1.3.7-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f8d961bba676e07d77665204f36cffaa260f526e7b32d07ab3df6a2c1dfb44ba", size = 34963, upload-time = "2025-09-05T12:49:27.044Z" }, - { url = "https://files.pythonhosted.org/packages/a1/32/89157e3de997973e306e44152522385f428e16f92f3cf113461489e1e2ee/setproctitle-1.3.7-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:db0fd964fbd3a9f8999b502f65bd2e20883fdb5b1fae3a424e66db9a793ed307", size = 32398, upload-time = "2025-09-05T12:49:28.909Z" }, - { url = "https://files.pythonhosted.org/packages/4a/18/77a765a339ddf046844cb4513353d8e9dcd8183da9cdba6e078713e6b0b2/setproctitle-1.3.7-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:db116850fcf7cca19492030f8d3b4b6e231278e8fe097a043957d22ce1bdf3ee", size = 33657, upload-time = "2025-09-05T12:49:30.323Z" }, - { url = "https://files.pythonhosted.org/packages/6b/63/f0b6205c64d74d2a24a58644a38ec77bdbaa6afc13747e75973bf8904932/setproctitle-1.3.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:316664d8b24a5c91ee244460bdaf7a74a707adaa9e14fbe0dc0a53168bb9aba1", size = 31836, upload-time = "2025-09-05T12:49:32.309Z" }, - { url = "https://files.pythonhosted.org/packages/ba/51/e1277f9ba302f1a250bbd3eedbbee747a244b3cc682eb58fb9733968f6d8/setproctitle-1.3.7-cp311-cp311-win32.whl", hash = "sha256:b74774ca471c86c09b9d5037c8451fff06bb82cd320d26ae5a01c758088c0d5d", size = 12556, upload-time = "2025-09-05T12:49:33.529Z" }, - { url = "https://files.pythonhosted.org/packages/b6/7b/822a23f17e9003dfdee92cd72758441ca2a3680388da813a371b716fb07f/setproctitle-1.3.7-cp311-cp311-win_amd64.whl", hash = "sha256:acb9097213a8dd3410ed9f0dc147840e45ca9797785272928d4be3f0e69e3be4", size = 13243, upload-time = "2025-09-05T12:49:34.553Z" }, - { url = "https://files.pythonhosted.org/packages/fb/f0/2dc88e842077719d7384d86cc47403e5102810492b33680e7dadcee64cd8/setproctitle-1.3.7-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:2dc99aec591ab6126e636b11035a70991bc1ab7a261da428491a40b84376654e", size = 18049, upload-time = "2025-09-05T12:49:36.241Z" }, - { url = "https://files.pythonhosted.org/packages/f0/b4/50940504466689cda65680c9e9a1e518e5750c10490639fa687489ac7013/setproctitle-1.3.7-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:cdd8aa571b7aa39840fdbea620e308a19691ff595c3a10231e9ee830339dd798", size = 13079, upload-time = "2025-09-05T12:49:38.088Z" }, - { url = "https://files.pythonhosted.org/packages/d0/99/71630546b9395b095f4082be41165d1078204d1696c2d9baade3de3202d0/setproctitle-1.3.7-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2906b6c7959cdb75f46159bf0acd8cc9906cf1361c9e1ded0d065fe8f9039629", size = 32932, upload-time = "2025-09-05T12:49:39.271Z" }, - { url = "https://files.pythonhosted.org/packages/50/22/cee06af4ffcfb0e8aba047bd44f5262e644199ae7527ae2c1f672b86495c/setproctitle-1.3.7-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6915964a6dda07920a1159321dcd6d94fc7fc526f815ca08a8063aeca3c204f1", size = 33736, upload-time = "2025-09-05T12:49:40.565Z" }, - { url = "https://files.pythonhosted.org/packages/5c/00/a5949a8bb06ef5e7df214fc393bb2fb6aedf0479b17214e57750dfdd0f24/setproctitle-1.3.7-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cff72899861c765bd4021d1ff1c68d60edc129711a2fdba77f9cb69ef726a8b6", size = 35605, upload-time = "2025-09-05T12:49:42.362Z" }, - { url = "https://files.pythonhosted.org/packages/b0/3a/50caca532a9343828e3bf5778c7a84d6c737a249b1796d50dd680290594d/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b7cb05bd446687ff816a3aaaf831047fc4c364feff7ada94a66024f1367b448c", size = 33143, upload-time = "2025-09-05T12:49:43.515Z" }, - { url = "https://files.pythonhosted.org/packages/ca/14/b843a251296ce55e2e17c017d6b9f11ce0d3d070e9265de4ecad948b913d/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:3a57b9a00de8cae7e2a1f7b9f0c2ac7b69372159e16a7708aa2f38f9e5cc987a", size = 34434, upload-time = "2025-09-05T12:49:45.31Z" }, - { url = "https://files.pythonhosted.org/packages/c8/b7/06145c238c0a6d2c4bc881f8be230bb9f36d2bf51aff7bddcb796d5eed67/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d8828b356114f6b308b04afe398ed93803d7fca4a955dd3abe84430e28d33739", size = 32795, upload-time = "2025-09-05T12:49:46.419Z" }, - { url = "https://files.pythonhosted.org/packages/ef/dc/ef76a81fac9bf27b84ed23df19c1f67391a753eed6e3c2254ebcb5133f56/setproctitle-1.3.7-cp312-cp312-win32.whl", hash = "sha256:b0304f905efc845829ac2bc791ddebb976db2885f6171f4a3de678d7ee3f7c9f", size = 12552, upload-time = "2025-09-05T12:49:47.635Z" }, - { url = "https://files.pythonhosted.org/packages/e2/5b/a9fe517912cd6e28cf43a212b80cb679ff179a91b623138a99796d7d18a0/setproctitle-1.3.7-cp312-cp312-win_amd64.whl", hash = "sha256:9888ceb4faea3116cf02a920ff00bfbc8cc899743e4b4ac914b03625bdc3c300", size = 13247, upload-time = "2025-09-05T12:49:49.16Z" }, - { url = "https://files.pythonhosted.org/packages/5d/2f/fcedcade3b307a391b6e17c774c6261a7166aed641aee00ed2aad96c63ce/setproctitle-1.3.7-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:c3736b2a423146b5e62230502e47e08e68282ff3b69bcfe08a322bee73407922", size = 18047, upload-time = "2025-09-05T12:49:50.271Z" }, - { url = "https://files.pythonhosted.org/packages/23/ae/afc141ca9631350d0a80b8f287aac79a76f26b6af28fd8bf92dae70dc2c5/setproctitle-1.3.7-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3384e682b158d569e85a51cfbde2afd1ab57ecf93ea6651fe198d0ba451196ee", size = 13073, upload-time = "2025-09-05T12:49:51.46Z" }, - { url = "https://files.pythonhosted.org/packages/87/ed/0a4f00315bc02510395b95eec3d4aa77c07192ee79f0baae77ea7b9603d8/setproctitle-1.3.7-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:0564a936ea687cd24dffcea35903e2a20962aa6ac20e61dd3a207652401492dd", size = 33284, upload-time = "2025-09-05T12:49:52.741Z" }, - { url = "https://files.pythonhosted.org/packages/fc/e4/adf3c4c0a2173cb7920dc9df710bcc67e9bcdbf377e243b7a962dc31a51a/setproctitle-1.3.7-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a5d1cb3f81531f0eb40e13246b679a1bdb58762b170303463cb06ecc296f26d0", size = 34104, upload-time = "2025-09-05T12:49:54.416Z" }, - { url = "https://files.pythonhosted.org/packages/52/4f/6daf66394152756664257180439d37047aa9a1cfaa5e4f5ed35e93d1dc06/setproctitle-1.3.7-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a7d159e7345f343b44330cbba9194169b8590cb13dae940da47aa36a72aa9929", size = 35982, upload-time = "2025-09-05T12:49:56.295Z" }, - { url = "https://files.pythonhosted.org/packages/1b/62/f2c0595403cf915db031f346b0e3b2c0096050e90e0be658a64f44f4278a/setproctitle-1.3.7-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0b5074649797fd07c72ca1f6bff0406f4a42e1194faac03ecaab765ce605866f", size = 33150, upload-time = "2025-09-05T12:49:58.025Z" }, - { url = "https://files.pythonhosted.org/packages/a0/29/10dd41cde849fb2f9b626c846b7ea30c99c81a18a5037a45cc4ba33c19a7/setproctitle-1.3.7-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:61e96febced3f61b766115381d97a21a6265a0f29188a791f6df7ed777aef698", size = 34463, upload-time = "2025-09-05T12:49:59.424Z" }, - { url = "https://files.pythonhosted.org/packages/71/3c/cedd8eccfaf15fb73a2c20525b68c9477518917c9437737fa0fda91e378f/setproctitle-1.3.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:047138279f9463f06b858e579cc79580fbf7a04554d24e6bddf8fe5dddbe3d4c", size = 32848, upload-time = "2025-09-05T12:50:01.107Z" }, - { url = "https://files.pythonhosted.org/packages/d1/3e/0a0e27d1c9926fecccfd1f91796c244416c70bf6bca448d988638faea81d/setproctitle-1.3.7-cp313-cp313-win32.whl", hash = "sha256:7f47accafac7fe6535ba8ba9efd59df9d84a6214565108d0ebb1199119c9cbbd", size = 12544, upload-time = "2025-09-05T12:50:15.81Z" }, - { url = "https://files.pythonhosted.org/packages/36/1b/6bf4cb7acbbd5c846ede1c3f4d6b4ee52744d402e43546826da065ff2ab7/setproctitle-1.3.7-cp313-cp313-win_amd64.whl", hash = "sha256:fe5ca35aeec6dc50cabab9bf2d12fbc9067eede7ff4fe92b8f5b99d92e21263f", size = 13235, upload-time = "2025-09-05T12:50:16.89Z" }, - { url = "https://files.pythonhosted.org/packages/e6/a4/d588d3497d4714750e3eaf269e9e8985449203d82b16b933c39bd3fc52a1/setproctitle-1.3.7-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:10e92915c4b3086b1586933a36faf4f92f903c5554f3c34102d18c7d3f5378e9", size = 18058, upload-time = "2025-09-05T12:50:02.501Z" }, - { url = "https://files.pythonhosted.org/packages/05/77/7637f7682322a7244e07c373881c7e982567e2cb1dd2f31bd31481e45500/setproctitle-1.3.7-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:de879e9c2eab637f34b1a14c4da1e030c12658cdc69ee1b3e5be81b380163ce5", size = 13072, upload-time = "2025-09-05T12:50:03.601Z" }, - { url = "https://files.pythonhosted.org/packages/52/09/f366eca0973cfbac1470068d1313fa3fe3de4a594683385204ec7f1c4101/setproctitle-1.3.7-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c18246d88e227a5b16248687514f95642505000442165f4b7db354d39d0e4c29", size = 34490, upload-time = "2025-09-05T12:50:04.948Z" }, - { url = "https://files.pythonhosted.org/packages/71/36/611fc2ed149fdea17c3677e1d0df30d8186eef9562acc248682b91312706/setproctitle-1.3.7-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7081f193dab22df2c36f9fc6d113f3793f83c27891af8fe30c64d89d9a37e152", size = 35267, upload-time = "2025-09-05T12:50:06.015Z" }, - { url = "https://files.pythonhosted.org/packages/88/a4/64e77d0671446bd5a5554387b69e1efd915274686844bea733714c828813/setproctitle-1.3.7-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9cc9b901ce129350637426a89cfd650066a4adc6899e47822e2478a74023ff7c", size = 37376, upload-time = "2025-09-05T12:50:07.484Z" }, - { url = "https://files.pythonhosted.org/packages/89/bc/ad9c664fe524fb4a4b2d3663661a5c63453ce851736171e454fa2cdec35c/setproctitle-1.3.7-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:80e177eff2d1ec172188d0d7fd9694f8e43d3aab76a6f5f929bee7bf7894e98b", size = 33963, upload-time = "2025-09-05T12:50:09.056Z" }, - { url = "https://files.pythonhosted.org/packages/ab/01/a36de7caf2d90c4c28678da1466b47495cbbad43badb4e982d8db8167ed4/setproctitle-1.3.7-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:23e520776c445478a67ee71b2a3c1ffdafbe1f9f677239e03d7e2cc635954e18", size = 35550, upload-time = "2025-09-05T12:50:10.791Z" }, - { url = "https://files.pythonhosted.org/packages/dd/68/17e8aea0ed5ebc17fbf03ed2562bfab277c280e3625850c38d92a7b5fcd9/setproctitle-1.3.7-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5fa1953126a3b9bd47049d58c51b9dac72e78ed120459bd3aceb1bacee72357c", size = 33727, upload-time = "2025-09-05T12:50:12.032Z" }, - { url = "https://files.pythonhosted.org/packages/b2/33/90a3bf43fe3a2242b4618aa799c672270250b5780667898f30663fd94993/setproctitle-1.3.7-cp313-cp313t-win32.whl", hash = "sha256:4a5e212bf438a4dbeece763f4962ad472c6008ff6702e230b4f16a037e2f6f29", size = 12549, upload-time = "2025-09-05T12:50:13.074Z" }, - { url = "https://files.pythonhosted.org/packages/0b/0e/50d1f07f3032e1f23d814ad6462bc0a138f369967c72494286b8a5228e40/setproctitle-1.3.7-cp313-cp313t-win_amd64.whl", hash = "sha256:cf2727b733e90b4f874bac53e3092aa0413fe1ea6d4f153f01207e6ce65034d9", size = 13243, upload-time = "2025-09-05T12:50:14.146Z" }, - { url = "https://files.pythonhosted.org/packages/89/c7/43ac3a98414f91d1b86a276bc2f799ad0b4b010e08497a95750d5bc42803/setproctitle-1.3.7-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:80c36c6a87ff72eabf621d0c79b66f3bdd0ecc79e873c1e9f0651ee8bf215c63", size = 18052, upload-time = "2025-09-05T12:50:17.928Z" }, - { url = "https://files.pythonhosted.org/packages/cd/2c/dc258600a25e1a1f04948073826bebc55e18dbd99dc65a576277a82146fa/setproctitle-1.3.7-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:b53602371a52b91c80aaf578b5ada29d311d12b8a69c0c17fbc35b76a1fd4f2e", size = 13071, upload-time = "2025-09-05T12:50:19.061Z" }, - { url = "https://files.pythonhosted.org/packages/ab/26/8e3bb082992f19823d831f3d62a89409deb6092e72fc6940962983ffc94f/setproctitle-1.3.7-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:fcb966a6c57cf07cc9448321a08f3be6b11b7635be502669bc1d8745115d7e7f", size = 33180, upload-time = "2025-09-05T12:50:20.395Z" }, - { url = "https://files.pythonhosted.org/packages/f1/af/ae692a20276d1159dd0cf77b0bcf92cbb954b965655eb4a69672099bb214/setproctitle-1.3.7-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:46178672599b940368d769474fe13ecef1b587d58bb438ea72b9987f74c56ea5", size = 34043, upload-time = "2025-09-05T12:50:22.454Z" }, - { url = "https://files.pythonhosted.org/packages/34/b2/6a092076324dd4dac1a6d38482bedebbff5cf34ef29f58585ec76e47bc9d/setproctitle-1.3.7-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7f9e9e3ff135cbcc3edd2f4cf29b139f4aca040d931573102742db70ff428c17", size = 35892, upload-time = "2025-09-05T12:50:23.937Z" }, - { url = "https://files.pythonhosted.org/packages/1c/1a/8836b9f28cee32859ac36c3df85aa03e1ff4598d23ea17ca2e96b5845a8f/setproctitle-1.3.7-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:14c7eba8d90c93b0e79c01f0bd92a37b61983c27d6d7d5a3b5defd599113d60e", size = 32898, upload-time = "2025-09-05T12:50:25.617Z" }, - { url = "https://files.pythonhosted.org/packages/ef/22/8fabdc24baf42defb599714799d8445fe3ae987ec425a26ec8e80ea38f8e/setproctitle-1.3.7-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:9e64e98077fb30b6cf98073d6c439cd91deb8ebbf8fc62d9dbf52bd38b0c6ac0", size = 34308, upload-time = "2025-09-05T12:50:26.827Z" }, - { url = "https://files.pythonhosted.org/packages/15/1b/b9bee9de6c8cdcb3b3a6cb0b3e773afdb86bbbc1665a3bfa424a4294fda2/setproctitle-1.3.7-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b91387cc0f02a00ac95dcd93f066242d3cca10ff9e6153de7ee07069c6f0f7c8", size = 32536, upload-time = "2025-09-05T12:50:28.5Z" }, - { url = "https://files.pythonhosted.org/packages/37/0c/75e5f2685a5e3eda0b39a8b158d6d8895d6daf3ba86dec9e3ba021510272/setproctitle-1.3.7-cp314-cp314-win32.whl", hash = "sha256:52b054a61c99d1b72fba58b7f5486e04b20fefc6961cd76722b424c187f362ed", size = 12731, upload-time = "2025-09-05T12:50:43.955Z" }, - { url = "https://files.pythonhosted.org/packages/d2/ae/acddbce90d1361e1786e1fb421bc25baeb0c22ef244ee5d0176511769ec8/setproctitle-1.3.7-cp314-cp314-win_amd64.whl", hash = "sha256:5818e4080ac04da1851b3ec71e8a0f64e3748bf9849045180566d8b736702416", size = 13464, upload-time = "2025-09-05T12:50:45.057Z" }, - { url = "https://files.pythonhosted.org/packages/01/6d/20886c8ff2e6d85e3cabadab6aab9bb90acaf1a5cfcb04d633f8d61b2626/setproctitle-1.3.7-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:6fc87caf9e323ac426910306c3e5d3205cd9f8dcac06d233fcafe9337f0928a3", size = 18062, upload-time = "2025-09-05T12:50:29.78Z" }, - { url = "https://files.pythonhosted.org/packages/9a/60/26dfc5f198715f1343b95c2f7a1c16ae9ffa45bd89ffd45a60ed258d24ea/setproctitle-1.3.7-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6134c63853d87a4897ba7d5cc0e16abfa687f6c66fc09f262bb70d67718f2309", size = 13075, upload-time = "2025-09-05T12:50:31.604Z" }, - { url = "https://files.pythonhosted.org/packages/21/9c/980b01f50d51345dd513047e3ba9e96468134b9181319093e61db1c47188/setproctitle-1.3.7-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:1403d2abfd32790b6369916e2313dffbe87d6b11dca5bbd898981bcde48e7a2b", size = 34744, upload-time = "2025-09-05T12:50:32.777Z" }, - { url = "https://files.pythonhosted.org/packages/86/b4/82cd0c86e6d1c4538e1a7eb908c7517721513b801dff4ba3f98ef816a240/setproctitle-1.3.7-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e7c5bfe4228ea22373e3025965d1a4116097e555ee3436044f5c954a5e63ac45", size = 35589, upload-time = "2025-09-05T12:50:34.13Z" }, - { url = "https://files.pythonhosted.org/packages/8a/4f/9f6b2a7417fd45673037554021c888b31247f7594ff4bd2239918c5cd6d0/setproctitle-1.3.7-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:585edf25e54e21a94ccb0fe81ad32b9196b69ebc4fc25f81da81fb8a50cca9e4", size = 37698, upload-time = "2025-09-05T12:50:35.524Z" }, - { url = "https://files.pythonhosted.org/packages/20/92/927b7d4744aac214d149c892cb5fa6dc6f49cfa040cb2b0a844acd63dcaf/setproctitle-1.3.7-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:96c38cdeef9036eb2724c2210e8d0b93224e709af68c435d46a4733a3675fee1", size = 34201, upload-time = "2025-09-05T12:50:36.697Z" }, - { url = "https://files.pythonhosted.org/packages/0a/0c/fd4901db5ba4b9d9013e62f61d9c18d52290497f956745cd3e91b0d80f90/setproctitle-1.3.7-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:45e3ef48350abb49cf937d0a8ba15e42cee1e5ae13ca41a77c66d1abc27a5070", size = 35801, upload-time = "2025-09-05T12:50:38.314Z" }, - { url = "https://files.pythonhosted.org/packages/e7/e3/54b496ac724e60e61cc3447f02690105901ca6d90da0377dffe49ff99fc7/setproctitle-1.3.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:1fae595d032b30dab4d659bece20debd202229fce12b55abab978b7f30783d73", size = 33958, upload-time = "2025-09-05T12:50:39.841Z" }, - { url = "https://files.pythonhosted.org/packages/ea/a8/c84bb045ebf8c6fdc7f7532319e86f8380d14bbd3084e6348df56bdfe6fd/setproctitle-1.3.7-cp314-cp314t-win32.whl", hash = "sha256:02432f26f5d1329ab22279ff863c83589894977063f59e6c4b4845804a08f8c2", size = 12745, upload-time = "2025-09-05T12:50:41.377Z" }, - { url = "https://files.pythonhosted.org/packages/08/b6/3a5a4f9952972791a9114ac01dfc123f0df79903577a3e0a7a404a695586/setproctitle-1.3.7-cp314-cp314t-win_amd64.whl", hash = "sha256:cbc388e3d86da1f766d8fc2e12682e446064c01cea9f88a88647cfe7c011de6a", size = 13469, upload-time = "2025-09-05T12:50:42.67Z" }, - { url = "https://files.pythonhosted.org/packages/34/8a/aff5506ce89bc3168cb492b18ba45573158d528184e8a9759a05a09088a9/setproctitle-1.3.7-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:eb440c5644a448e6203935ed60466ec8d0df7278cd22dc6cf782d07911bcbea6", size = 12654, upload-time = "2025-09-05T12:51:17.141Z" }, - { url = "https://files.pythonhosted.org/packages/41/89/5b6f2faedd6ced3d3c085a5efbd91380fb1f61f4c12bc42acad37932f4e9/setproctitle-1.3.7-pp310-pypy310_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:502b902a0e4c69031b87870ff4986c290ebbb12d6038a70639f09c331b18efb2", size = 14284, upload-time = "2025-09-05T12:51:18.393Z" }, - { url = "https://files.pythonhosted.org/packages/0a/c0/4312fed3ca393a29589603fd48f17937b4ed0638b923bac75a728382e730/setproctitle-1.3.7-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:f6f268caeabb37ccd824d749e7ce0ec6337c4ed954adba33ec0d90cc46b0ab78", size = 13282, upload-time = "2025-09-05T12:51:19.703Z" }, - { url = "https://files.pythonhosted.org/packages/c3/5b/5e1c117ac84e3cefcf8d7a7f6b2461795a87e20869da065a5c087149060b/setproctitle-1.3.7-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:b1cac6a4b0252b8811d60b6d8d0f157c0fdfed379ac89c25a914e6346cf355a1", size = 12587, upload-time = "2025-09-05T12:51:21.195Z" }, - { url = "https://files.pythonhosted.org/packages/73/02/b9eadc226195dcfa90eed37afe56b5dd6fa2f0e5220ab8b7867b8862b926/setproctitle-1.3.7-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f1704c9e041f2b1dc38f5be4552e141e1432fba3dd52c72eeffd5bc2db04dc65", size = 14286, upload-time = "2025-09-05T12:51:22.61Z" }, - { url = "https://files.pythonhosted.org/packages/28/26/1be1d2a53c2a91ec48fa2ff4a409b395f836798adf194d99de9c059419ea/setproctitle-1.3.7-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:b08b61976ffa548bd5349ce54404bf6b2d51bd74d4f1b241ed1b0f25bce09c3a", size = 13282, upload-time = "2025-09-05T12:51:24.094Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/8d/48/49393a96a2eef1ab418b17475fb92b8fcfad83d099e678751b05472e69de/setproctitle-1.3.7.tar.gz", hash = "sha256:bc2bc917691c1537d5b9bca1468437176809c7e11e5694ca79a9ca12345dcb9e", size = 27002 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/f2/48/fb401ec8c4953d519d05c87feca816ad668b8258448ff60579ac7a1c1386/setproctitle-1.3.7-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cf555b6299f10a6eb44e4f96d2f5a3884c70ce25dc5c8796aaa2f7b40e72cb1b", size = 18079 }, + { url = "https://files.pythonhosted.org/packages/cc/a3/c2b0333c2716fb3b4c9a973dd113366ac51b4f8d56b500f4f8f704b4817a/setproctitle-1.3.7-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:690b4776f9c15aaf1023bb07d7c5b797681a17af98a4a69e76a1d504e41108b7", size = 13099 }, + { url = "https://files.pythonhosted.org/packages/0e/f8/17bda581c517678260e6541b600eeb67745f53596dc077174141ba2f6702/setproctitle-1.3.7-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:00afa6fc507967d8c9d592a887cdc6c1f5742ceac6a4354d111ca0214847732c", size = 31793 }, + { url = "https://files.pythonhosted.org/packages/27/d1/76a33ae80d4e788ecab9eb9b53db03e81cfc95367ec7e3fbf4989962fedd/setproctitle-1.3.7-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:9e02667f6b9fc1238ba753c0f4b0a37ae184ce8f3bbbc38e115d99646b3f4cd3", size = 32779 }, + { url = "https://files.pythonhosted.org/packages/59/27/1a07c38121967061564f5e0884414a5ab11a783260450172d4fc68c15621/setproctitle-1.3.7-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:83fcd271567d133eb9532d3b067c8a75be175b2b3b271e2812921a05303a693f", size = 34578 }, + { url = "https://files.pythonhosted.org/packages/d8/d4/725e6353935962d8bb12cbf7e7abba1d0d738c7f6935f90239d8e1ccf913/setproctitle-1.3.7-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:13fe37951dda1a45c35d77d06e3da5d90e4f875c4918a7312b3b4556cfa7ff64", size = 32030 }, + { url = "https://files.pythonhosted.org/packages/67/24/e4677ae8e1cb0d549ab558b12db10c175a889be0974c589c428fece5433e/setproctitle-1.3.7-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:a05509cfb2059e5d2ddff701d38e474169e9ce2a298cf1b6fd5f3a213a553fe5", size = 33363 }, + { url = "https://files.pythonhosted.org/packages/55/d4/69ce66e4373a48fdbb37489f3ded476bb393e27f514968c3a69a67343ae0/setproctitle-1.3.7-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:6da835e76ae18574859224a75db6e15c4c2aaa66d300a57efeaa4c97ca4c7381", size = 31508 }, + { url = "https://files.pythonhosted.org/packages/4b/5a/42c1ed0e9665d068146a68326529b5686a1881c8b9197c2664db4baf6aeb/setproctitle-1.3.7-cp310-cp310-win32.whl", hash = "sha256:9e803d1b1e20240a93bac0bc1025363f7f80cb7eab67dfe21efc0686cc59ad7c", size = 12558 }, + { url = "https://files.pythonhosted.org/packages/dc/fe/dd206cc19a25561921456f6cb12b405635319299b6f366e0bebe872abc18/setproctitle-1.3.7-cp310-cp310-win_amd64.whl", hash = "sha256:a97200acc6b64ec4cada52c2ecaf1fba1ef9429ce9c542f8a7db5bcaa9dcbd95", size = 13245 }, + { url = "https://files.pythonhosted.org/packages/04/cd/1b7ba5cad635510720ce19d7122154df96a2387d2a74217be552887c93e5/setproctitle-1.3.7-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:a600eeb4145fb0ee6c287cb82a2884bd4ec5bbb076921e287039dcc7b7cc6dd0", size = 18085 }, + { url = "https://files.pythonhosted.org/packages/8f/1a/b2da0a620490aae355f9d72072ac13e901a9fec809a6a24fc6493a8f3c35/setproctitle-1.3.7-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:97a090fed480471bb175689859532709e28c085087e344bca45cf318034f70c4", size = 13097 }, + { url = "https://files.pythonhosted.org/packages/18/2e/bd03ff02432a181c1787f6fc2a678f53b7dacdd5ded69c318fe1619556e8/setproctitle-1.3.7-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:1607b963e7b53e24ec8a2cb4e0ab3ae591d7c6bf0a160feef0551da63452b37f", size = 32191 }, + { url = "https://files.pythonhosted.org/packages/28/78/1e62fc0937a8549f2220445ed2175daacee9b6764c7963b16148119b016d/setproctitle-1.3.7-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a20fb1a3974e2dab857870cf874b325b8705605cb7e7e8bcbb915bca896f52a9", size = 33203 }, + { url = "https://files.pythonhosted.org/packages/a0/3c/65edc65db3fa3df400cf13b05e9d41a3c77517b4839ce873aa6b4043184f/setproctitle-1.3.7-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:f8d961bba676e07d77665204f36cffaa260f526e7b32d07ab3df6a2c1dfb44ba", size = 34963 }, + { url = "https://files.pythonhosted.org/packages/a1/32/89157e3de997973e306e44152522385f428e16f92f3cf113461489e1e2ee/setproctitle-1.3.7-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:db0fd964fbd3a9f8999b502f65bd2e20883fdb5b1fae3a424e66db9a793ed307", size = 32398 }, + { url = "https://files.pythonhosted.org/packages/4a/18/77a765a339ddf046844cb4513353d8e9dcd8183da9cdba6e078713e6b0b2/setproctitle-1.3.7-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:db116850fcf7cca19492030f8d3b4b6e231278e8fe097a043957d22ce1bdf3ee", size = 33657 }, + { url = "https://files.pythonhosted.org/packages/6b/63/f0b6205c64d74d2a24a58644a38ec77bdbaa6afc13747e75973bf8904932/setproctitle-1.3.7-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:316664d8b24a5c91ee244460bdaf7a74a707adaa9e14fbe0dc0a53168bb9aba1", size = 31836 }, + { url = "https://files.pythonhosted.org/packages/ba/51/e1277f9ba302f1a250bbd3eedbbee747a244b3cc682eb58fb9733968f6d8/setproctitle-1.3.7-cp311-cp311-win32.whl", hash = "sha256:b74774ca471c86c09b9d5037c8451fff06bb82cd320d26ae5a01c758088c0d5d", size = 12556 }, + { url = "https://files.pythonhosted.org/packages/b6/7b/822a23f17e9003dfdee92cd72758441ca2a3680388da813a371b716fb07f/setproctitle-1.3.7-cp311-cp311-win_amd64.whl", hash = "sha256:acb9097213a8dd3410ed9f0dc147840e45ca9797785272928d4be3f0e69e3be4", size = 13243 }, + { url = "https://files.pythonhosted.org/packages/fb/f0/2dc88e842077719d7384d86cc47403e5102810492b33680e7dadcee64cd8/setproctitle-1.3.7-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:2dc99aec591ab6126e636b11035a70991bc1ab7a261da428491a40b84376654e", size = 18049 }, + { url = "https://files.pythonhosted.org/packages/f0/b4/50940504466689cda65680c9e9a1e518e5750c10490639fa687489ac7013/setproctitle-1.3.7-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:cdd8aa571b7aa39840fdbea620e308a19691ff595c3a10231e9ee830339dd798", size = 13079 }, + { url = "https://files.pythonhosted.org/packages/d0/99/71630546b9395b095f4082be41165d1078204d1696c2d9baade3de3202d0/setproctitle-1.3.7-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:2906b6c7959cdb75f46159bf0acd8cc9906cf1361c9e1ded0d065fe8f9039629", size = 32932 }, + { url = "https://files.pythonhosted.org/packages/50/22/cee06af4ffcfb0e8aba047bd44f5262e644199ae7527ae2c1f672b86495c/setproctitle-1.3.7-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:6915964a6dda07920a1159321dcd6d94fc7fc526f815ca08a8063aeca3c204f1", size = 33736 }, + { url = "https://files.pythonhosted.org/packages/5c/00/a5949a8bb06ef5e7df214fc393bb2fb6aedf0479b17214e57750dfdd0f24/setproctitle-1.3.7-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:cff72899861c765bd4021d1ff1c68d60edc129711a2fdba77f9cb69ef726a8b6", size = 35605 }, + { url = "https://files.pythonhosted.org/packages/b0/3a/50caca532a9343828e3bf5778c7a84d6c737a249b1796d50dd680290594d/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b7cb05bd446687ff816a3aaaf831047fc4c364feff7ada94a66024f1367b448c", size = 33143 }, + { url = "https://files.pythonhosted.org/packages/ca/14/b843a251296ce55e2e17c017d6b9f11ce0d3d070e9265de4ecad948b913d/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:3a57b9a00de8cae7e2a1f7b9f0c2ac7b69372159e16a7708aa2f38f9e5cc987a", size = 34434 }, + { url = "https://files.pythonhosted.org/packages/c8/b7/06145c238c0a6d2c4bc881f8be230bb9f36d2bf51aff7bddcb796d5eed67/setproctitle-1.3.7-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:d8828b356114f6b308b04afe398ed93803d7fca4a955dd3abe84430e28d33739", size = 32795 }, + { url = "https://files.pythonhosted.org/packages/ef/dc/ef76a81fac9bf27b84ed23df19c1f67391a753eed6e3c2254ebcb5133f56/setproctitle-1.3.7-cp312-cp312-win32.whl", hash = "sha256:b0304f905efc845829ac2bc791ddebb976db2885f6171f4a3de678d7ee3f7c9f", size = 12552 }, + { url = "https://files.pythonhosted.org/packages/e2/5b/a9fe517912cd6e28cf43a212b80cb679ff179a91b623138a99796d7d18a0/setproctitle-1.3.7-cp312-cp312-win_amd64.whl", hash = "sha256:9888ceb4faea3116cf02a920ff00bfbc8cc899743e4b4ac914b03625bdc3c300", size = 13247 }, + { url = "https://files.pythonhosted.org/packages/5d/2f/fcedcade3b307a391b6e17c774c6261a7166aed641aee00ed2aad96c63ce/setproctitle-1.3.7-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:c3736b2a423146b5e62230502e47e08e68282ff3b69bcfe08a322bee73407922", size = 18047 }, + { url = "https://files.pythonhosted.org/packages/23/ae/afc141ca9631350d0a80b8f287aac79a76f26b6af28fd8bf92dae70dc2c5/setproctitle-1.3.7-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:3384e682b158d569e85a51cfbde2afd1ab57ecf93ea6651fe198d0ba451196ee", size = 13073 }, + { url = "https://files.pythonhosted.org/packages/87/ed/0a4f00315bc02510395b95eec3d4aa77c07192ee79f0baae77ea7b9603d8/setproctitle-1.3.7-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:0564a936ea687cd24dffcea35903e2a20962aa6ac20e61dd3a207652401492dd", size = 33284 }, + { url = "https://files.pythonhosted.org/packages/fc/e4/adf3c4c0a2173cb7920dc9df710bcc67e9bcdbf377e243b7a962dc31a51a/setproctitle-1.3.7-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a5d1cb3f81531f0eb40e13246b679a1bdb58762b170303463cb06ecc296f26d0", size = 34104 }, + { url = "https://files.pythonhosted.org/packages/52/4f/6daf66394152756664257180439d37047aa9a1cfaa5e4f5ed35e93d1dc06/setproctitle-1.3.7-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:a7d159e7345f343b44330cbba9194169b8590cb13dae940da47aa36a72aa9929", size = 35982 }, + { url = "https://files.pythonhosted.org/packages/1b/62/f2c0595403cf915db031f346b0e3b2c0096050e90e0be658a64f44f4278a/setproctitle-1.3.7-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:0b5074649797fd07c72ca1f6bff0406f4a42e1194faac03ecaab765ce605866f", size = 33150 }, + { url = "https://files.pythonhosted.org/packages/a0/29/10dd41cde849fb2f9b626c846b7ea30c99c81a18a5037a45cc4ba33c19a7/setproctitle-1.3.7-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:61e96febced3f61b766115381d97a21a6265a0f29188a791f6df7ed777aef698", size = 34463 }, + { url = "https://files.pythonhosted.org/packages/71/3c/cedd8eccfaf15fb73a2c20525b68c9477518917c9437737fa0fda91e378f/setproctitle-1.3.7-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:047138279f9463f06b858e579cc79580fbf7a04554d24e6bddf8fe5dddbe3d4c", size = 32848 }, + { url = "https://files.pythonhosted.org/packages/d1/3e/0a0e27d1c9926fecccfd1f91796c244416c70bf6bca448d988638faea81d/setproctitle-1.3.7-cp313-cp313-win32.whl", hash = "sha256:7f47accafac7fe6535ba8ba9efd59df9d84a6214565108d0ebb1199119c9cbbd", size = 12544 }, + { url = "https://files.pythonhosted.org/packages/36/1b/6bf4cb7acbbd5c846ede1c3f4d6b4ee52744d402e43546826da065ff2ab7/setproctitle-1.3.7-cp313-cp313-win_amd64.whl", hash = "sha256:fe5ca35aeec6dc50cabab9bf2d12fbc9067eede7ff4fe92b8f5b99d92e21263f", size = 13235 }, + { url = "https://files.pythonhosted.org/packages/e6/a4/d588d3497d4714750e3eaf269e9e8985449203d82b16b933c39bd3fc52a1/setproctitle-1.3.7-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:10e92915c4b3086b1586933a36faf4f92f903c5554f3c34102d18c7d3f5378e9", size = 18058 }, + { url = "https://files.pythonhosted.org/packages/05/77/7637f7682322a7244e07c373881c7e982567e2cb1dd2f31bd31481e45500/setproctitle-1.3.7-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:de879e9c2eab637f34b1a14c4da1e030c12658cdc69ee1b3e5be81b380163ce5", size = 13072 }, + { url = "https://files.pythonhosted.org/packages/52/09/f366eca0973cfbac1470068d1313fa3fe3de4a594683385204ec7f1c4101/setproctitle-1.3.7-cp313-cp313t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:c18246d88e227a5b16248687514f95642505000442165f4b7db354d39d0e4c29", size = 34490 }, + { url = "https://files.pythonhosted.org/packages/71/36/611fc2ed149fdea17c3677e1d0df30d8186eef9562acc248682b91312706/setproctitle-1.3.7-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:7081f193dab22df2c36f9fc6d113f3793f83c27891af8fe30c64d89d9a37e152", size = 35267 }, + { url = "https://files.pythonhosted.org/packages/88/a4/64e77d0671446bd5a5554387b69e1efd915274686844bea733714c828813/setproctitle-1.3.7-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:9cc9b901ce129350637426a89cfd650066a4adc6899e47822e2478a74023ff7c", size = 37376 }, + { url = "https://files.pythonhosted.org/packages/89/bc/ad9c664fe524fb4a4b2d3663661a5c63453ce851736171e454fa2cdec35c/setproctitle-1.3.7-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:80e177eff2d1ec172188d0d7fd9694f8e43d3aab76a6f5f929bee7bf7894e98b", size = 33963 }, + { url = "https://files.pythonhosted.org/packages/ab/01/a36de7caf2d90c4c28678da1466b47495cbbad43badb4e982d8db8167ed4/setproctitle-1.3.7-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:23e520776c445478a67ee71b2a3c1ffdafbe1f9f677239e03d7e2cc635954e18", size = 35550 }, + { url = "https://files.pythonhosted.org/packages/dd/68/17e8aea0ed5ebc17fbf03ed2562bfab277c280e3625850c38d92a7b5fcd9/setproctitle-1.3.7-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:5fa1953126a3b9bd47049d58c51b9dac72e78ed120459bd3aceb1bacee72357c", size = 33727 }, + { url = "https://files.pythonhosted.org/packages/b2/33/90a3bf43fe3a2242b4618aa799c672270250b5780667898f30663fd94993/setproctitle-1.3.7-cp313-cp313t-win32.whl", hash = "sha256:4a5e212bf438a4dbeece763f4962ad472c6008ff6702e230b4f16a037e2f6f29", size = 12549 }, + { url = "https://files.pythonhosted.org/packages/0b/0e/50d1f07f3032e1f23d814ad6462bc0a138f369967c72494286b8a5228e40/setproctitle-1.3.7-cp313-cp313t-win_amd64.whl", hash = "sha256:cf2727b733e90b4f874bac53e3092aa0413fe1ea6d4f153f01207e6ce65034d9", size = 13243 }, + { url = "https://files.pythonhosted.org/packages/89/c7/43ac3a98414f91d1b86a276bc2f799ad0b4b010e08497a95750d5bc42803/setproctitle-1.3.7-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:80c36c6a87ff72eabf621d0c79b66f3bdd0ecc79e873c1e9f0651ee8bf215c63", size = 18052 }, + { url = "https://files.pythonhosted.org/packages/cd/2c/dc258600a25e1a1f04948073826bebc55e18dbd99dc65a576277a82146fa/setproctitle-1.3.7-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:b53602371a52b91c80aaf578b5ada29d311d12b8a69c0c17fbc35b76a1fd4f2e", size = 13071 }, + { url = "https://files.pythonhosted.org/packages/ab/26/8e3bb082992f19823d831f3d62a89409deb6092e72fc6940962983ffc94f/setproctitle-1.3.7-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:fcb966a6c57cf07cc9448321a08f3be6b11b7635be502669bc1d8745115d7e7f", size = 33180 }, + { url = "https://files.pythonhosted.org/packages/f1/af/ae692a20276d1159dd0cf77b0bcf92cbb954b965655eb4a69672099bb214/setproctitle-1.3.7-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:46178672599b940368d769474fe13ecef1b587d58bb438ea72b9987f74c56ea5", size = 34043 }, + { url = "https://files.pythonhosted.org/packages/34/b2/6a092076324dd4dac1a6d38482bedebbff5cf34ef29f58585ec76e47bc9d/setproctitle-1.3.7-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:7f9e9e3ff135cbcc3edd2f4cf29b139f4aca040d931573102742db70ff428c17", size = 35892 }, + { url = "https://files.pythonhosted.org/packages/1c/1a/8836b9f28cee32859ac36c3df85aa03e1ff4598d23ea17ca2e96b5845a8f/setproctitle-1.3.7-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:14c7eba8d90c93b0e79c01f0bd92a37b61983c27d6d7d5a3b5defd599113d60e", size = 32898 }, + { url = "https://files.pythonhosted.org/packages/ef/22/8fabdc24baf42defb599714799d8445fe3ae987ec425a26ec8e80ea38f8e/setproctitle-1.3.7-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:9e64e98077fb30b6cf98073d6c439cd91deb8ebbf8fc62d9dbf52bd38b0c6ac0", size = 34308 }, + { url = "https://files.pythonhosted.org/packages/15/1b/b9bee9de6c8cdcb3b3a6cb0b3e773afdb86bbbc1665a3bfa424a4294fda2/setproctitle-1.3.7-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b91387cc0f02a00ac95dcd93f066242d3cca10ff9e6153de7ee07069c6f0f7c8", size = 32536 }, + { url = "https://files.pythonhosted.org/packages/37/0c/75e5f2685a5e3eda0b39a8b158d6d8895d6daf3ba86dec9e3ba021510272/setproctitle-1.3.7-cp314-cp314-win32.whl", hash = "sha256:52b054a61c99d1b72fba58b7f5486e04b20fefc6961cd76722b424c187f362ed", size = 12731 }, + { url = "https://files.pythonhosted.org/packages/d2/ae/acddbce90d1361e1786e1fb421bc25baeb0c22ef244ee5d0176511769ec8/setproctitle-1.3.7-cp314-cp314-win_amd64.whl", hash = "sha256:5818e4080ac04da1851b3ec71e8a0f64e3748bf9849045180566d8b736702416", size = 13464 }, + { url = "https://files.pythonhosted.org/packages/01/6d/20886c8ff2e6d85e3cabadab6aab9bb90acaf1a5cfcb04d633f8d61b2626/setproctitle-1.3.7-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:6fc87caf9e323ac426910306c3e5d3205cd9f8dcac06d233fcafe9337f0928a3", size = 18062 }, + { url = "https://files.pythonhosted.org/packages/9a/60/26dfc5f198715f1343b95c2f7a1c16ae9ffa45bd89ffd45a60ed258d24ea/setproctitle-1.3.7-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:6134c63853d87a4897ba7d5cc0e16abfa687f6c66fc09f262bb70d67718f2309", size = 13075 }, + { url = "https://files.pythonhosted.org/packages/21/9c/980b01f50d51345dd513047e3ba9e96468134b9181319093e61db1c47188/setproctitle-1.3.7-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:1403d2abfd32790b6369916e2313dffbe87d6b11dca5bbd898981bcde48e7a2b", size = 34744 }, + { url = "https://files.pythonhosted.org/packages/86/b4/82cd0c86e6d1c4538e1a7eb908c7517721513b801dff4ba3f98ef816a240/setproctitle-1.3.7-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e7c5bfe4228ea22373e3025965d1a4116097e555ee3436044f5c954a5e63ac45", size = 35589 }, + { url = "https://files.pythonhosted.org/packages/8a/4f/9f6b2a7417fd45673037554021c888b31247f7594ff4bd2239918c5cd6d0/setproctitle-1.3.7-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:585edf25e54e21a94ccb0fe81ad32b9196b69ebc4fc25f81da81fb8a50cca9e4", size = 37698 }, + { url = "https://files.pythonhosted.org/packages/20/92/927b7d4744aac214d149c892cb5fa6dc6f49cfa040cb2b0a844acd63dcaf/setproctitle-1.3.7-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:96c38cdeef9036eb2724c2210e8d0b93224e709af68c435d46a4733a3675fee1", size = 34201 }, + { url = "https://files.pythonhosted.org/packages/0a/0c/fd4901db5ba4b9d9013e62f61d9c18d52290497f956745cd3e91b0d80f90/setproctitle-1.3.7-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:45e3ef48350abb49cf937d0a8ba15e42cee1e5ae13ca41a77c66d1abc27a5070", size = 35801 }, + { url = "https://files.pythonhosted.org/packages/e7/e3/54b496ac724e60e61cc3447f02690105901ca6d90da0377dffe49ff99fc7/setproctitle-1.3.7-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:1fae595d032b30dab4d659bece20debd202229fce12b55abab978b7f30783d73", size = 33958 }, + { url = "https://files.pythonhosted.org/packages/ea/a8/c84bb045ebf8c6fdc7f7532319e86f8380d14bbd3084e6348df56bdfe6fd/setproctitle-1.3.7-cp314-cp314t-win32.whl", hash = "sha256:02432f26f5d1329ab22279ff863c83589894977063f59e6c4b4845804a08f8c2", size = 12745 }, + { url = "https://files.pythonhosted.org/packages/08/b6/3a5a4f9952972791a9114ac01dfc123f0df79903577a3e0a7a404a695586/setproctitle-1.3.7-cp314-cp314t-win_amd64.whl", hash = "sha256:cbc388e3d86da1f766d8fc2e12682e446064c01cea9f88a88647cfe7c011de6a", size = 13469 }, + { url = "https://files.pythonhosted.org/packages/34/8a/aff5506ce89bc3168cb492b18ba45573158d528184e8a9759a05a09088a9/setproctitle-1.3.7-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:eb440c5644a448e6203935ed60466ec8d0df7278cd22dc6cf782d07911bcbea6", size = 12654 }, + { url = "https://files.pythonhosted.org/packages/41/89/5b6f2faedd6ced3d3c085a5efbd91380fb1f61f4c12bc42acad37932f4e9/setproctitle-1.3.7-pp310-pypy310_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:502b902a0e4c69031b87870ff4986c290ebbb12d6038a70639f09c331b18efb2", size = 14284 }, + { url = "https://files.pythonhosted.org/packages/0a/c0/4312fed3ca393a29589603fd48f17937b4ed0638b923bac75a728382e730/setproctitle-1.3.7-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:f6f268caeabb37ccd824d749e7ce0ec6337c4ed954adba33ec0d90cc46b0ab78", size = 13282 }, + { url = "https://files.pythonhosted.org/packages/c3/5b/5e1c117ac84e3cefcf8d7a7f6b2461795a87e20869da065a5c087149060b/setproctitle-1.3.7-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:b1cac6a4b0252b8811d60b6d8d0f157c0fdfed379ac89c25a914e6346cf355a1", size = 12587 }, + { url = "https://files.pythonhosted.org/packages/73/02/b9eadc226195dcfa90eed37afe56b5dd6fa2f0e5220ab8b7867b8862b926/setproctitle-1.3.7-pp311-pypy311_pp73-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f1704c9e041f2b1dc38f5be4552e141e1432fba3dd52c72eeffd5bc2db04dc65", size = 14286 }, + { url = "https://files.pythonhosted.org/packages/28/26/1be1d2a53c2a91ec48fa2ff4a409b395f836798adf194d99de9c059419ea/setproctitle-1.3.7-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:b08b61976ffa548bd5349ce54404bf6b2d51bd74d4f1b241ed1b0f25bce09c3a", size = 13282 }, ] [[package]] name = "setuptools" version = "80.9.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/18/5d/3bf57dcd21979b887f014ea83c24ae194cfcd12b9e0fda66b957c69d1fca/setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c", size = 1319958, upload-time = "2025-05-27T00:56:51.443Z" } +sdist = { url = "https://files.pythonhosted.org/packages/18/5d/3bf57dcd21979b887f014ea83c24ae194cfcd12b9e0fda66b957c69d1fca/setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c", size = 1319958 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922", size = 1201486, upload-time = "2025-05-27T00:56:49.664Z" }, + { url = "https://files.pythonhosted.org/packages/a3/dc/17031897dae0efacfea57dfd3a82fdd2a2aeb58e0ff71b77b87e44edc772/setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922", size = 1201486 }, ] [[package]] name = "shellingham" version = "1.5.4" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/58/15/8b3609fd3830ef7b27b655beb4b4e9c62313a4e8da8c676e142cc210d58e/shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de", size = 10310, upload-time = "2023-10-24T04:13:40.426Z" } +sdist = { url = "https://files.pythonhosted.org/packages/58/15/8b3609fd3830ef7b27b655beb4b4e9c62313a4e8da8c676e142cc210d58e/shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de", size = 10310 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686", size = 9755, upload-time = "2023-10-24T04:13:38.866Z" }, + { url = "https://files.pythonhosted.org/packages/e0/f9/0595336914c5619e5f28a1fb793285925a8cd4b432c9da0a987836c7f822/shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686", size = 9755 }, ] [[package]] name = "six" version = "1.17.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031, upload-time = "2024-12-04T17:35:28.174Z" } +sdist = { url = "https://files.pythonhosted.org/packages/94/e7/b2c673351809dca68a0e064b6af791aa332cf192da575fd474ed7d6f16a2/six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81", size = 34031 } wheels = [ - { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050, upload-time = "2024-12-04T17:35:26.475Z" }, + { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050 }, ] [[package]] name = "sniffio" version = "1.3.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/a2/87/a6771e1546d97e7e041b6ae58d80074f81b7d5121207425c964ddf5cfdbd/sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc", size = 20372, upload-time = "2024-02-25T23:20:04.057Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a2/87/a6771e1546d97e7e041b6ae58d80074f81b7d5121207425c964ddf5cfdbd/sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc", size = 20372 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2", size = 10235, upload-time = "2024-02-25T23:20:01.196Z" }, + { url = "https://files.pythonhosted.org/packages/e9/44/75a9c9421471a6c4805dbf2356f7c181a29c1879239abab1ea2cc8f38b40/sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2", size = 10235 }, ] [[package]] name = "snowballstemmer" version = "3.0.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/75/a7/9810d872919697c9d01295633f5d574fb416d47e535f258272ca1f01f447/snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895", size = 105575, upload-time = "2025-05-09T16:34:51.843Z" } +sdist = { url = "https://files.pythonhosted.org/packages/75/a7/9810d872919697c9d01295633f5d574fb416d47e535f258272ca1f01f447/snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895", size = 105575 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c8/78/3565d011c61f5a43488987ee32b6f3f656e7f107ac2782dd57bdd7d91d9a/snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064", size = 103274, upload-time = "2025-05-09T16:34:50.371Z" }, + { url = "https://files.pythonhosted.org/packages/c8/78/3565d011c61f5a43488987ee32b6f3f656e7f107ac2782dd57bdd7d91d9a/snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064", size = 103274 }, ] [[package]] @@ -5652,63 +5640,63 @@ dependencies = [ { name = "sphinxcontrib-qthelp", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "sphinxcontrib-serializinghtml", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/db/0b/a0f60c4abd8a69bd5b0d20edde8a8d8d9d4ca825bbd920d328d248fd0290/Sphinx-6.1.3.tar.gz", hash = "sha256:0dac3b698538ffef41716cf97ba26c1c7788dba73ce6f150c1ff5b4720786dd2", size = 6663266, upload-time = "2023-01-10T15:58:38.349Z" } +sdist = { url = "https://files.pythonhosted.org/packages/db/0b/a0f60c4abd8a69bd5b0d20edde8a8d8d9d4ca825bbd920d328d248fd0290/Sphinx-6.1.3.tar.gz", hash = "sha256:0dac3b698538ffef41716cf97ba26c1c7788dba73ce6f150c1ff5b4720786dd2", size = 6663266 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2e/2c/22a20486cad91a66f4f70bd88c20c8bb306ae719cbba93d7debae7efa80d/sphinx-6.1.3-py3-none-any.whl", hash = "sha256:807d1cb3d6be87eb78a381c3e70ebd8d346b9a25f3753e9947e866b2786865fc", size = 3027954, upload-time = "2023-01-10T15:58:34.907Z" }, + { url = "https://files.pythonhosted.org/packages/2e/2c/22a20486cad91a66f4f70bd88c20c8bb306ae719cbba93d7debae7efa80d/sphinx-6.1.3-py3-none-any.whl", hash = "sha256:807d1cb3d6be87eb78a381c3e70ebd8d346b9a25f3753e9947e866b2786865fc", size = 3027954 }, ] [[package]] name = "sphinxcontrib-applehelp" version = "2.0.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ba/6e/b837e84a1a704953c62ef8776d45c3e8d759876b4a84fe14eba2859106fe/sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1", size = 20053, upload-time = "2024-07-29T01:09:00.465Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ba/6e/b837e84a1a704953c62ef8776d45c3e8d759876b4a84fe14eba2859106fe/sphinxcontrib_applehelp-2.0.0.tar.gz", hash = "sha256:2f29ef331735ce958efa4734873f084941970894c6090408b079c61b2e1c06d1", size = 20053 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5d/85/9ebeae2f76e9e77b952f4b274c27238156eae7979c5421fba91a28f4970d/sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5", size = 119300, upload-time = "2024-07-29T01:08:58.99Z" }, + { url = "https://files.pythonhosted.org/packages/5d/85/9ebeae2f76e9e77b952f4b274c27238156eae7979c5421fba91a28f4970d/sphinxcontrib_applehelp-2.0.0-py3-none-any.whl", hash = "sha256:4cd3f0ec4ac5dd9c17ec65e9ab272c9b867ea77425228e68ecf08d6b28ddbdb5", size = 119300 }, ] [[package]] name = "sphinxcontrib-devhelp" version = "2.0.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/f6/d2/5beee64d3e4e747f316bae86b55943f51e82bb86ecd325883ef65741e7da/sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad", size = 12967, upload-time = "2024-07-29T01:09:23.417Z" } +sdist = { url = "https://files.pythonhosted.org/packages/f6/d2/5beee64d3e4e747f316bae86b55943f51e82bb86ecd325883ef65741e7da/sphinxcontrib_devhelp-2.0.0.tar.gz", hash = "sha256:411f5d96d445d1d73bb5d52133377b4248ec79db5c793ce7dbe59e074b4dd1ad", size = 12967 } wheels = [ - { url = "https://files.pythonhosted.org/packages/35/7a/987e583882f985fe4d7323774889ec58049171828b58c2217e7f79cdf44e/sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2", size = 82530, upload-time = "2024-07-29T01:09:21.945Z" }, + { url = "https://files.pythonhosted.org/packages/35/7a/987e583882f985fe4d7323774889ec58049171828b58c2217e7f79cdf44e/sphinxcontrib_devhelp-2.0.0-py3-none-any.whl", hash = "sha256:aefb8b83854e4b0998877524d1029fd3e6879210422ee3780459e28a1f03a8a2", size = 82530 }, ] [[package]] name = "sphinxcontrib-htmlhelp" version = "2.1.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/43/93/983afd9aa001e5201eab16b5a444ed5b9b0a7a010541e0ddfbbfd0b2470c/sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9", size = 22617, upload-time = "2024-07-29T01:09:37.889Z" } +sdist = { url = "https://files.pythonhosted.org/packages/43/93/983afd9aa001e5201eab16b5a444ed5b9b0a7a010541e0ddfbbfd0b2470c/sphinxcontrib_htmlhelp-2.1.0.tar.gz", hash = "sha256:c9e2916ace8aad64cc13a0d233ee22317f2b9025b9cf3295249fa985cc7082e9", size = 22617 } wheels = [ - { url = "https://files.pythonhosted.org/packages/0a/7b/18a8c0bcec9182c05a0b3ec2a776bba4ead82750a55ff798e8d406dae604/sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8", size = 98705, upload-time = "2024-07-29T01:09:36.407Z" }, + { url = "https://files.pythonhosted.org/packages/0a/7b/18a8c0bcec9182c05a0b3ec2a776bba4ead82750a55ff798e8d406dae604/sphinxcontrib_htmlhelp-2.1.0-py3-none-any.whl", hash = "sha256:166759820b47002d22914d64a075ce08f4c46818e17cfc9470a9786b759b19f8", size = 98705 }, ] [[package]] name = "sphinxcontrib-jsmath" version = "1.0.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b2/e8/9ed3830aeed71f17c026a07a5097edcf44b692850ef215b161b8ad875729/sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8", size = 5787, upload-time = "2019-01-21T16:10:16.347Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b2/e8/9ed3830aeed71f17c026a07a5097edcf44b692850ef215b161b8ad875729/sphinxcontrib-jsmath-1.0.1.tar.gz", hash = "sha256:a9925e4a4587247ed2191a22df5f6970656cb8ca2bd6284309578f2153e0c4b8", size = 5787 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c2/42/4c8646762ee83602e3fb3fbe774c2fac12f317deb0b5dbeeedd2d3ba4b77/sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178", size = 5071, upload-time = "2019-01-21T16:10:14.333Z" }, + { url = "https://files.pythonhosted.org/packages/c2/42/4c8646762ee83602e3fb3fbe774c2fac12f317deb0b5dbeeedd2d3ba4b77/sphinxcontrib_jsmath-1.0.1-py2.py3-none-any.whl", hash = "sha256:2ec2eaebfb78f3f2078e73666b1415417a116cc848b72e5172e596c871103178", size = 5071 }, ] [[package]] name = "sphinxcontrib-qthelp" version = "2.0.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/68/bc/9104308fc285eb3e0b31b67688235db556cd5b0ef31d96f30e45f2e51cae/sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab", size = 17165, upload-time = "2024-07-29T01:09:56.435Z" } +sdist = { url = "https://files.pythonhosted.org/packages/68/bc/9104308fc285eb3e0b31b67688235db556cd5b0ef31d96f30e45f2e51cae/sphinxcontrib_qthelp-2.0.0.tar.gz", hash = "sha256:4fe7d0ac8fc171045be623aba3e2a8f613f8682731f9153bb2e40ece16b9bbab", size = 17165 } wheels = [ - { url = "https://files.pythonhosted.org/packages/27/83/859ecdd180cacc13b1f7e857abf8582a64552ea7a061057a6c716e790fce/sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb", size = 88743, upload-time = "2024-07-29T01:09:54.885Z" }, + { url = "https://files.pythonhosted.org/packages/27/83/859ecdd180cacc13b1f7e857abf8582a64552ea7a061057a6c716e790fce/sphinxcontrib_qthelp-2.0.0-py3-none-any.whl", hash = "sha256:b18a828cdba941ccd6ee8445dbe72ffa3ef8cbe7505d8cd1fa0d42d3f2d5f3eb", size = 88743 }, ] [[package]] name = "sphinxcontrib-serializinghtml" version = "2.0.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/3b/44/6716b257b0aa6bfd51a1b31665d1c205fb12cb5ad56de752dfa15657de2f/sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d", size = 16080, upload-time = "2024-07-29T01:10:09.332Z" } +sdist = { url = "https://files.pythonhosted.org/packages/3b/44/6716b257b0aa6bfd51a1b31665d1c205fb12cb5ad56de752dfa15657de2f/sphinxcontrib_serializinghtml-2.0.0.tar.gz", hash = "sha256:e9d912827f872c029017a53f0ef2180b327c3f7fd23c87229f7a8e8b70031d4d", size = 16080 } wheels = [ - { url = "https://files.pythonhosted.org/packages/52/a7/d2782e4e3f77c8450f727ba74a8f12756d5ba823d81b941f1b04da9d033a/sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331", size = 92072, upload-time = "2024-07-29T01:10:08.203Z" }, + { url = "https://files.pythonhosted.org/packages/52/a7/d2782e4e3f77c8450f727ba74a8f12756d5ba823d81b941f1b04da9d033a/sphinxcontrib_serializinghtml-2.0.0-py3-none-any.whl", hash = "sha256:6e2cb0eef194e10c27ec0023bfeb25badbbb5868244cf5bc5bdc04e4464bf331", size = 92072 }, ] [[package]] @@ -5719,41 +5707,41 @@ dependencies = [ { name = "greenlet", marker = "(platform_machine == 'AMD64' and sys_platform == 'darwin') or (platform_machine == 'WIN32' and sys_platform == 'darwin') or (platform_machine == 'aarch64' and sys_platform == 'darwin') or (platform_machine == 'amd64' and sys_platform == 'darwin') or (platform_machine == 'ppc64le' and sys_platform == 'darwin') or (platform_machine == 'win32' and sys_platform == 'darwin') or (platform_machine == 'x86_64' and sys_platform == 'darwin') or (platform_machine == 'AMD64' and sys_platform == 'linux') or (platform_machine == 'WIN32' and sys_platform == 'linux') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'amd64' and sys_platform == 'linux') or (platform_machine == 'ppc64le' and sys_platform == 'linux') or (platform_machine == 'win32' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (platform_machine == 'AMD64' and sys_platform == 'win32') or (platform_machine == 'WIN32' and sys_platform == 'win32') or (platform_machine == 'aarch64' and sys_platform == 'win32') or (platform_machine == 'amd64' and sys_platform == 'win32') or (platform_machine == 'ppc64le' and sys_platform == 'win32') or (platform_machine == 'win32' and sys_platform == 'win32') or (platform_machine == 'x86_64' and sys_platform == 'win32')" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/f0/f2/840d7b9496825333f532d2e3976b8eadbf52034178aac53630d09fe6e1ef/sqlalchemy-2.0.44.tar.gz", hash = "sha256:0ae7454e1ab1d780aee69fd2aae7d6b8670a581d8847f2d1e0f7ddfbf47e5a22", size = 9819830, upload-time = "2025-10-10T14:39:12.935Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/a2/a7/e9ccfa7eecaf34c6f57d8cb0bb7cbdeeff27017cc0f5d0ca90fdde7a7c0d/sqlalchemy-2.0.44-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7c77f3080674fc529b1bd99489378c7f63fcb4ba7f8322b79732e0258f0ea3ce", size = 2137282, upload-time = "2025-10-10T15:36:10.965Z" }, - { url = "https://files.pythonhosted.org/packages/b1/e1/50bc121885bdf10833a4f65ecbe9fe229a3215f4d65a58da8a181734cae3/sqlalchemy-2.0.44-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4c26ef74ba842d61635b0152763d057c8d48215d5be9bb8b7604116a059e9985", size = 2127322, upload-time = "2025-10-10T15:36:12.428Z" }, - { url = "https://files.pythonhosted.org/packages/46/f2/a8573b7230a3ce5ee4b961a2d510d71b43872513647398e595b744344664/sqlalchemy-2.0.44-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f4a172b31785e2f00780eccab00bc240ccdbfdb8345f1e6063175b3ff12ad1b0", size = 3214772, upload-time = "2025-10-10T15:34:15.09Z" }, - { url = "https://files.pythonhosted.org/packages/4a/d8/c63d8adb6a7edaf8dcb6f75a2b1e9f8577960a1e489606859c4d73e7d32b/sqlalchemy-2.0.44-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f9480c0740aabd8cb29c329b422fb65358049840b34aba0adf63162371d2a96e", size = 3214434, upload-time = "2025-10-10T15:47:00.473Z" }, - { url = "https://files.pythonhosted.org/packages/ee/a6/243d277a4b54fae74d4797957a7320a5c210c293487f931cbe036debb697/sqlalchemy-2.0.44-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:17835885016b9e4d0135720160db3095dc78c583e7b902b6be799fb21035e749", size = 3155365, upload-time = "2025-10-10T15:34:17.932Z" }, - { url = "https://files.pythonhosted.org/packages/5f/f8/6a39516ddd75429fd4ee5a0d72e4c80639fab329b2467c75f363c2ed9751/sqlalchemy-2.0.44-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:cbe4f85f50c656d753890f39468fcd8190c5f08282caf19219f684225bfd5fd2", size = 3178910, upload-time = "2025-10-10T15:47:02.346Z" }, - { url = "https://files.pythonhosted.org/packages/43/f0/118355d4ad3c39d9a2f5ee4c7304a9665b3571482777357fa9920cd7a6b4/sqlalchemy-2.0.44-cp310-cp310-win32.whl", hash = "sha256:2fcc4901a86ed81dc76703f3b93ff881e08761c63263c46991081fd7f034b165", size = 2105624, upload-time = "2025-10-10T15:38:15.552Z" }, - { url = "https://files.pythonhosted.org/packages/61/83/6ae5f9466f8aa5d0dcebfff8c9c33b98b27ce23292df3b990454b3d434fd/sqlalchemy-2.0.44-cp310-cp310-win_amd64.whl", hash = "sha256:9919e77403a483ab81e3423151e8ffc9dd992c20d2603bf17e4a8161111e55f5", size = 2129240, upload-time = "2025-10-10T15:38:17.175Z" }, - { url = "https://files.pythonhosted.org/packages/e3/81/15d7c161c9ddf0900b076b55345872ed04ff1ed6a0666e5e94ab44b0163c/sqlalchemy-2.0.44-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0fe3917059c7ab2ee3f35e77757062b1bea10a0b6ca633c58391e3f3c6c488dd", size = 2140517, upload-time = "2025-10-10T15:36:15.64Z" }, - { url = "https://files.pythonhosted.org/packages/d4/d5/4abd13b245c7d91bdf131d4916fd9e96a584dac74215f8b5bc945206a974/sqlalchemy-2.0.44-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:de4387a354ff230bc979b46b2207af841dc8bf29847b6c7dbe60af186d97aefa", size = 2130738, upload-time = "2025-10-10T15:36:16.91Z" }, - { url = "https://files.pythonhosted.org/packages/cb/3c/8418969879c26522019c1025171cefbb2a8586b6789ea13254ac602986c0/sqlalchemy-2.0.44-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c3678a0fb72c8a6a29422b2732fe423db3ce119c34421b5f9955873eb9b62c1e", size = 3304145, upload-time = "2025-10-10T15:34:19.569Z" }, - { url = "https://files.pythonhosted.org/packages/94/2d/fdb9246d9d32518bda5d90f4b65030b9bf403a935cfe4c36a474846517cb/sqlalchemy-2.0.44-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3cf6872a23601672d61a68f390e44703442639a12ee9dd5a88bbce52a695e46e", size = 3304511, upload-time = "2025-10-10T15:47:05.088Z" }, - { url = "https://files.pythonhosted.org/packages/7d/fb/40f2ad1da97d5c83f6c1269664678293d3fe28e90ad17a1093b735420549/sqlalchemy-2.0.44-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:329aa42d1be9929603f406186630135be1e7a42569540577ba2c69952b7cf399", size = 3235161, upload-time = "2025-10-10T15:34:21.193Z" }, - { url = "https://files.pythonhosted.org/packages/95/cb/7cf4078b46752dca917d18cf31910d4eff6076e5b513c2d66100c4293d83/sqlalchemy-2.0.44-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:70e03833faca7166e6a9927fbee7c27e6ecde436774cd0b24bbcc96353bce06b", size = 3261426, upload-time = "2025-10-10T15:47:07.196Z" }, - { url = "https://files.pythonhosted.org/packages/f8/3b/55c09b285cb2d55bdfa711e778bdffdd0dc3ffa052b0af41f1c5d6e582fa/sqlalchemy-2.0.44-cp311-cp311-win32.whl", hash = "sha256:253e2f29843fb303eca6b2fc645aca91fa7aa0aa70b38b6950da92d44ff267f3", size = 2105392, upload-time = "2025-10-10T15:38:20.051Z" }, - { url = "https://files.pythonhosted.org/packages/c7/23/907193c2f4d680aedbfbdf7bf24c13925e3c7c292e813326c1b84a0b878e/sqlalchemy-2.0.44-cp311-cp311-win_amd64.whl", hash = "sha256:7a8694107eb4308a13b425ca8c0e67112f8134c846b6e1f722698708741215d5", size = 2130293, upload-time = "2025-10-10T15:38:21.601Z" }, - { url = "https://files.pythonhosted.org/packages/62/c4/59c7c9b068e6813c898b771204aad36683c96318ed12d4233e1b18762164/sqlalchemy-2.0.44-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:72fea91746b5890f9e5e0997f16cbf3d53550580d76355ba2d998311b17b2250", size = 2139675, upload-time = "2025-10-10T16:03:31.064Z" }, - { url = "https://files.pythonhosted.org/packages/d6/ae/eeb0920537a6f9c5a3708e4a5fc55af25900216bdb4847ec29cfddf3bf3a/sqlalchemy-2.0.44-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:585c0c852a891450edbb1eaca8648408a3cc125f18cf433941fa6babcc359e29", size = 2127726, upload-time = "2025-10-10T16:03:35.934Z" }, - { url = "https://files.pythonhosted.org/packages/d8/d5/2ebbabe0379418eda8041c06b0b551f213576bfe4c2f09d77c06c07c8cc5/sqlalchemy-2.0.44-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b94843a102efa9ac68a7a30cd46df3ff1ed9c658100d30a725d10d9c60a2f44", size = 3327603, upload-time = "2025-10-10T15:35:28.322Z" }, - { url = "https://files.pythonhosted.org/packages/45/e5/5aa65852dadc24b7d8ae75b7efb8d19303ed6ac93482e60c44a585930ea5/sqlalchemy-2.0.44-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:119dc41e7a7defcefc57189cfa0e61b1bf9c228211aba432b53fb71ef367fda1", size = 3337842, upload-time = "2025-10-10T15:43:45.431Z" }, - { url = "https://files.pythonhosted.org/packages/41/92/648f1afd3f20b71e880ca797a960f638d39d243e233a7082c93093c22378/sqlalchemy-2.0.44-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0765e318ee9179b3718c4fd7ba35c434f4dd20332fbc6857a5e8df17719c24d7", size = 3264558, upload-time = "2025-10-10T15:35:29.93Z" }, - { url = "https://files.pythonhosted.org/packages/40/cf/e27d7ee61a10f74b17740918e23cbc5bc62011b48282170dc4c66da8ec0f/sqlalchemy-2.0.44-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2e7b5b079055e02d06a4308d0481658e4f06bc7ef211567edc8f7d5dce52018d", size = 3301570, upload-time = "2025-10-10T15:43:48.407Z" }, - { url = "https://files.pythonhosted.org/packages/3b/3d/3116a9a7b63e780fb402799b6da227435be878b6846b192f076d2f838654/sqlalchemy-2.0.44-cp312-cp312-win32.whl", hash = "sha256:846541e58b9a81cce7dee8329f352c318de25aa2f2bbe1e31587eb1f057448b4", size = 2103447, upload-time = "2025-10-10T15:03:21.678Z" }, - { url = "https://files.pythonhosted.org/packages/25/83/24690e9dfc241e6ab062df82cc0df7f4231c79ba98b273fa496fb3dd78ed/sqlalchemy-2.0.44-cp312-cp312-win_amd64.whl", hash = "sha256:7cbcb47fd66ab294703e1644f78971f6f2f1126424d2b300678f419aa73c7b6e", size = 2130912, upload-time = "2025-10-10T15:03:24.656Z" }, - { url = "https://files.pythonhosted.org/packages/45/d3/c67077a2249fdb455246e6853166360054c331db4613cda3e31ab1cadbef/sqlalchemy-2.0.44-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:ff486e183d151e51b1d694c7aa1695747599bb00b9f5f604092b54b74c64a8e1", size = 2135479, upload-time = "2025-10-10T16:03:37.671Z" }, - { url = "https://files.pythonhosted.org/packages/2b/91/eabd0688330d6fd114f5f12c4f89b0d02929f525e6bf7ff80aa17ca802af/sqlalchemy-2.0.44-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0b1af8392eb27b372ddb783b317dea0f650241cea5bd29199b22235299ca2e45", size = 2123212, upload-time = "2025-10-10T16:03:41.755Z" }, - { url = "https://files.pythonhosted.org/packages/b0/bb/43e246cfe0e81c018076a16036d9b548c4cc649de241fa27d8d9ca6f85ab/sqlalchemy-2.0.44-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2b61188657e3a2b9ac4e8f04d6cf8e51046e28175f79464c67f2fd35bceb0976", size = 3255353, upload-time = "2025-10-10T15:35:31.221Z" }, - { url = "https://files.pythonhosted.org/packages/b9/96/c6105ed9a880abe346b64d3b6ddef269ddfcab04f7f3d90a0bf3c5a88e82/sqlalchemy-2.0.44-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b87e7b91a5d5973dda5f00cd61ef72ad75a1db73a386b62877d4875a8840959c", size = 3260222, upload-time = "2025-10-10T15:43:50.124Z" }, - { url = "https://files.pythonhosted.org/packages/44/16/1857e35a47155b5ad927272fee81ae49d398959cb749edca6eaa399b582f/sqlalchemy-2.0.44-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:15f3326f7f0b2bfe406ee562e17f43f36e16167af99c4c0df61db668de20002d", size = 3189614, upload-time = "2025-10-10T15:35:32.578Z" }, - { url = "https://files.pythonhosted.org/packages/88/ee/4afb39a8ee4fc786e2d716c20ab87b5b1fb33d4ac4129a1aaa574ae8a585/sqlalchemy-2.0.44-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1e77faf6ff919aa8cd63f1c4e561cac1d9a454a191bb864d5dd5e545935e5a40", size = 3226248, upload-time = "2025-10-10T15:43:51.862Z" }, - { url = "https://files.pythonhosted.org/packages/32/d5/0e66097fc64fa266f29a7963296b40a80d6a997b7ac13806183700676f86/sqlalchemy-2.0.44-cp313-cp313-win32.whl", hash = "sha256:ee51625c2d51f8baadf2829fae817ad0b66b140573939dd69284d2ba3553ae73", size = 2101275, upload-time = "2025-10-10T15:03:26.096Z" }, - { url = "https://files.pythonhosted.org/packages/03/51/665617fe4f8c6450f42a6d8d69243f9420f5677395572c2fe9d21b493b7b/sqlalchemy-2.0.44-cp313-cp313-win_amd64.whl", hash = "sha256:c1c80faaee1a6c3428cecf40d16a2365bcf56c424c92c2b6f0f9ad204b899e9e", size = 2127901, upload-time = "2025-10-10T15:03:27.548Z" }, - { url = "https://files.pythonhosted.org/packages/9c/5e/6a29fa884d9fb7ddadf6b69490a9d45fded3b38541713010dad16b77d015/sqlalchemy-2.0.44-py3-none-any.whl", hash = "sha256:19de7ca1246fbef9f9d1bff8f1ab25641569df226364a0e40457dc5457c54b05", size = 1928718, upload-time = "2025-10-10T15:29:45.32Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/f0/f2/840d7b9496825333f532d2e3976b8eadbf52034178aac53630d09fe6e1ef/sqlalchemy-2.0.44.tar.gz", hash = "sha256:0ae7454e1ab1d780aee69fd2aae7d6b8670a581d8847f2d1e0f7ddfbf47e5a22", size = 9819830 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/a2/a7/e9ccfa7eecaf34c6f57d8cb0bb7cbdeeff27017cc0f5d0ca90fdde7a7c0d/sqlalchemy-2.0.44-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:7c77f3080674fc529b1bd99489378c7f63fcb4ba7f8322b79732e0258f0ea3ce", size = 2137282 }, + { url = "https://files.pythonhosted.org/packages/b1/e1/50bc121885bdf10833a4f65ecbe9fe229a3215f4d65a58da8a181734cae3/sqlalchemy-2.0.44-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4c26ef74ba842d61635b0152763d057c8d48215d5be9bb8b7604116a059e9985", size = 2127322 }, + { url = "https://files.pythonhosted.org/packages/46/f2/a8573b7230a3ce5ee4b961a2d510d71b43872513647398e595b744344664/sqlalchemy-2.0.44-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f4a172b31785e2f00780eccab00bc240ccdbfdb8345f1e6063175b3ff12ad1b0", size = 3214772 }, + { url = "https://files.pythonhosted.org/packages/4a/d8/c63d8adb6a7edaf8dcb6f75a2b1e9f8577960a1e489606859c4d73e7d32b/sqlalchemy-2.0.44-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f9480c0740aabd8cb29c329b422fb65358049840b34aba0adf63162371d2a96e", size = 3214434 }, + { url = "https://files.pythonhosted.org/packages/ee/a6/243d277a4b54fae74d4797957a7320a5c210c293487f931cbe036debb697/sqlalchemy-2.0.44-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:17835885016b9e4d0135720160db3095dc78c583e7b902b6be799fb21035e749", size = 3155365 }, + { url = "https://files.pythonhosted.org/packages/5f/f8/6a39516ddd75429fd4ee5a0d72e4c80639fab329b2467c75f363c2ed9751/sqlalchemy-2.0.44-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:cbe4f85f50c656d753890f39468fcd8190c5f08282caf19219f684225bfd5fd2", size = 3178910 }, + { url = "https://files.pythonhosted.org/packages/43/f0/118355d4ad3c39d9a2f5ee4c7304a9665b3571482777357fa9920cd7a6b4/sqlalchemy-2.0.44-cp310-cp310-win32.whl", hash = "sha256:2fcc4901a86ed81dc76703f3b93ff881e08761c63263c46991081fd7f034b165", size = 2105624 }, + { url = "https://files.pythonhosted.org/packages/61/83/6ae5f9466f8aa5d0dcebfff8c9c33b98b27ce23292df3b990454b3d434fd/sqlalchemy-2.0.44-cp310-cp310-win_amd64.whl", hash = "sha256:9919e77403a483ab81e3423151e8ffc9dd992c20d2603bf17e4a8161111e55f5", size = 2129240 }, + { url = "https://files.pythonhosted.org/packages/e3/81/15d7c161c9ddf0900b076b55345872ed04ff1ed6a0666e5e94ab44b0163c/sqlalchemy-2.0.44-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0fe3917059c7ab2ee3f35e77757062b1bea10a0b6ca633c58391e3f3c6c488dd", size = 2140517 }, + { url = "https://files.pythonhosted.org/packages/d4/d5/4abd13b245c7d91bdf131d4916fd9e96a584dac74215f8b5bc945206a974/sqlalchemy-2.0.44-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:de4387a354ff230bc979b46b2207af841dc8bf29847b6c7dbe60af186d97aefa", size = 2130738 }, + { url = "https://files.pythonhosted.org/packages/cb/3c/8418969879c26522019c1025171cefbb2a8586b6789ea13254ac602986c0/sqlalchemy-2.0.44-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c3678a0fb72c8a6a29422b2732fe423db3ce119c34421b5f9955873eb9b62c1e", size = 3304145 }, + { url = "https://files.pythonhosted.org/packages/94/2d/fdb9246d9d32518bda5d90f4b65030b9bf403a935cfe4c36a474846517cb/sqlalchemy-2.0.44-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3cf6872a23601672d61a68f390e44703442639a12ee9dd5a88bbce52a695e46e", size = 3304511 }, + { url = "https://files.pythonhosted.org/packages/7d/fb/40f2ad1da97d5c83f6c1269664678293d3fe28e90ad17a1093b735420549/sqlalchemy-2.0.44-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:329aa42d1be9929603f406186630135be1e7a42569540577ba2c69952b7cf399", size = 3235161 }, + { url = "https://files.pythonhosted.org/packages/95/cb/7cf4078b46752dca917d18cf31910d4eff6076e5b513c2d66100c4293d83/sqlalchemy-2.0.44-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:70e03833faca7166e6a9927fbee7c27e6ecde436774cd0b24bbcc96353bce06b", size = 3261426 }, + { url = "https://files.pythonhosted.org/packages/f8/3b/55c09b285cb2d55bdfa711e778bdffdd0dc3ffa052b0af41f1c5d6e582fa/sqlalchemy-2.0.44-cp311-cp311-win32.whl", hash = "sha256:253e2f29843fb303eca6b2fc645aca91fa7aa0aa70b38b6950da92d44ff267f3", size = 2105392 }, + { url = "https://files.pythonhosted.org/packages/c7/23/907193c2f4d680aedbfbdf7bf24c13925e3c7c292e813326c1b84a0b878e/sqlalchemy-2.0.44-cp311-cp311-win_amd64.whl", hash = "sha256:7a8694107eb4308a13b425ca8c0e67112f8134c846b6e1f722698708741215d5", size = 2130293 }, + { url = "https://files.pythonhosted.org/packages/62/c4/59c7c9b068e6813c898b771204aad36683c96318ed12d4233e1b18762164/sqlalchemy-2.0.44-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:72fea91746b5890f9e5e0997f16cbf3d53550580d76355ba2d998311b17b2250", size = 2139675 }, + { url = "https://files.pythonhosted.org/packages/d6/ae/eeb0920537a6f9c5a3708e4a5fc55af25900216bdb4847ec29cfddf3bf3a/sqlalchemy-2.0.44-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:585c0c852a891450edbb1eaca8648408a3cc125f18cf433941fa6babcc359e29", size = 2127726 }, + { url = "https://files.pythonhosted.org/packages/d8/d5/2ebbabe0379418eda8041c06b0b551f213576bfe4c2f09d77c06c07c8cc5/sqlalchemy-2.0.44-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b94843a102efa9ac68a7a30cd46df3ff1ed9c658100d30a725d10d9c60a2f44", size = 3327603 }, + { url = "https://files.pythonhosted.org/packages/45/e5/5aa65852dadc24b7d8ae75b7efb8d19303ed6ac93482e60c44a585930ea5/sqlalchemy-2.0.44-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:119dc41e7a7defcefc57189cfa0e61b1bf9c228211aba432b53fb71ef367fda1", size = 3337842 }, + { url = "https://files.pythonhosted.org/packages/41/92/648f1afd3f20b71e880ca797a960f638d39d243e233a7082c93093c22378/sqlalchemy-2.0.44-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0765e318ee9179b3718c4fd7ba35c434f4dd20332fbc6857a5e8df17719c24d7", size = 3264558 }, + { url = "https://files.pythonhosted.org/packages/40/cf/e27d7ee61a10f74b17740918e23cbc5bc62011b48282170dc4c66da8ec0f/sqlalchemy-2.0.44-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:2e7b5b079055e02d06a4308d0481658e4f06bc7ef211567edc8f7d5dce52018d", size = 3301570 }, + { url = "https://files.pythonhosted.org/packages/3b/3d/3116a9a7b63e780fb402799b6da227435be878b6846b192f076d2f838654/sqlalchemy-2.0.44-cp312-cp312-win32.whl", hash = "sha256:846541e58b9a81cce7dee8329f352c318de25aa2f2bbe1e31587eb1f057448b4", size = 2103447 }, + { url = "https://files.pythonhosted.org/packages/25/83/24690e9dfc241e6ab062df82cc0df7f4231c79ba98b273fa496fb3dd78ed/sqlalchemy-2.0.44-cp312-cp312-win_amd64.whl", hash = "sha256:7cbcb47fd66ab294703e1644f78971f6f2f1126424d2b300678f419aa73c7b6e", size = 2130912 }, + { url = "https://files.pythonhosted.org/packages/45/d3/c67077a2249fdb455246e6853166360054c331db4613cda3e31ab1cadbef/sqlalchemy-2.0.44-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:ff486e183d151e51b1d694c7aa1695747599bb00b9f5f604092b54b74c64a8e1", size = 2135479 }, + { url = "https://files.pythonhosted.org/packages/2b/91/eabd0688330d6fd114f5f12c4f89b0d02929f525e6bf7ff80aa17ca802af/sqlalchemy-2.0.44-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:0b1af8392eb27b372ddb783b317dea0f650241cea5bd29199b22235299ca2e45", size = 2123212 }, + { url = "https://files.pythonhosted.org/packages/b0/bb/43e246cfe0e81c018076a16036d9b548c4cc649de241fa27d8d9ca6f85ab/sqlalchemy-2.0.44-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2b61188657e3a2b9ac4e8f04d6cf8e51046e28175f79464c67f2fd35bceb0976", size = 3255353 }, + { url = "https://files.pythonhosted.org/packages/b9/96/c6105ed9a880abe346b64d3b6ddef269ddfcab04f7f3d90a0bf3c5a88e82/sqlalchemy-2.0.44-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b87e7b91a5d5973dda5f00cd61ef72ad75a1db73a386b62877d4875a8840959c", size = 3260222 }, + { url = "https://files.pythonhosted.org/packages/44/16/1857e35a47155b5ad927272fee81ae49d398959cb749edca6eaa399b582f/sqlalchemy-2.0.44-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:15f3326f7f0b2bfe406ee562e17f43f36e16167af99c4c0df61db668de20002d", size = 3189614 }, + { url = "https://files.pythonhosted.org/packages/88/ee/4afb39a8ee4fc786e2d716c20ab87b5b1fb33d4ac4129a1aaa574ae8a585/sqlalchemy-2.0.44-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:1e77faf6ff919aa8cd63f1c4e561cac1d9a454a191bb864d5dd5e545935e5a40", size = 3226248 }, + { url = "https://files.pythonhosted.org/packages/32/d5/0e66097fc64fa266f29a7963296b40a80d6a997b7ac13806183700676f86/sqlalchemy-2.0.44-cp313-cp313-win32.whl", hash = "sha256:ee51625c2d51f8baadf2829fae817ad0b66b140573939dd69284d2ba3553ae73", size = 2101275 }, + { url = "https://files.pythonhosted.org/packages/03/51/665617fe4f8c6450f42a6d8d69243f9420f5677395572c2fe9d21b493b7b/sqlalchemy-2.0.44-cp313-cp313-win_amd64.whl", hash = "sha256:c1c80faaee1a6c3428cecf40d16a2365bcf56c424c92c2b6f0f9ad204b899e9e", size = 2127901 }, + { url = "https://files.pythonhosted.org/packages/9c/5e/6a29fa884d9fb7ddadf6b69490a9d45fded3b38541713010dad16b77d015/sqlalchemy-2.0.44-py3-none-any.whl", hash = "sha256:19de7ca1246fbef9f9d1bff8f1ab25641569df226364a0e40457dc5457c54b05", size = 1928718 }, ] [[package]] @@ -5763,9 +5751,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "anyio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/db/3c/fa6517610dc641262b77cc7bf994ecd17465812c1b0585fe33e11be758ab/sse_starlette-3.0.3.tar.gz", hash = "sha256:88cfb08747e16200ea990c8ca876b03910a23b547ab3bd764c0d8eb81019b971", size = 21943, upload-time = "2025-10-30T18:44:20.117Z" } +sdist = { url = "https://files.pythonhosted.org/packages/db/3c/fa6517610dc641262b77cc7bf994ecd17465812c1b0585fe33e11be758ab/sse_starlette-3.0.3.tar.gz", hash = "sha256:88cfb08747e16200ea990c8ca876b03910a23b547ab3bd764c0d8eb81019b971", size = 21943 } wheels = [ - { url = "https://files.pythonhosted.org/packages/23/a0/984525d19ca5c8a6c33911a0c164b11490dd0f90ff7fd689f704f84e9a11/sse_starlette-3.0.3-py3-none-any.whl", hash = "sha256:af5bf5a6f3933df1d9c7f8539633dc8444ca6a97ab2e2a7cd3b6e431ac03a431", size = 11765, upload-time = "2025-10-30T18:44:18.834Z" }, + { url = "https://files.pythonhosted.org/packages/23/a0/984525d19ca5c8a6c33911a0c164b11490dd0f90ff7fd689f704f84e9a11/sse_starlette-3.0.3-py3-none-any.whl", hash = "sha256:af5bf5a6f3933df1d9c7f8539633dc8444ca6a97ab2e2a7cd3b6e431ac03a431", size = 11765 }, ] [[package]] @@ -5776,9 +5764,9 @@ dependencies = [ { name = "anyio", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "(python_full_version < '3.13' and sys_platform == 'darwin') or (python_full_version < '3.13' and sys_platform == 'linux') or (python_full_version < '3.13' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/de/1a/608df0b10b53b0beb96a37854ee05864d182ddd4b1156a22f1ad3860425a/starlette-0.49.3.tar.gz", hash = "sha256:1c14546f299b5901a1ea0e34410575bc33bbd741377a10484a54445588d00284", size = 2655031, upload-time = "2025-11-01T15:12:26.13Z" } +sdist = { url = "https://files.pythonhosted.org/packages/de/1a/608df0b10b53b0beb96a37854ee05864d182ddd4b1156a22f1ad3860425a/starlette-0.49.3.tar.gz", hash = "sha256:1c14546f299b5901a1ea0e34410575bc33bbd741377a10484a54445588d00284", size = 2655031 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a3/e0/021c772d6a662f43b63044ab481dc6ac7592447605b5b35a957785363122/starlette-0.49.3-py3-none-any.whl", hash = "sha256:b579b99715fdc2980cf88c8ec96d3bf1ce16f5a8051a7c2b84ef9b1cdecaea2f", size = 74340, upload-time = "2025-11-01T15:12:24.387Z" }, + { url = "https://files.pythonhosted.org/packages/a3/e0/021c772d6a662f43b63044ab481dc6ac7592447605b5b35a957785363122/starlette-0.49.3-py3-none-any.whl", hash = "sha256:b579b99715fdc2980cf88c8ec96d3bf1ce16f5a8051a7c2b84ef9b1cdecaea2f", size = 74340 }, ] [[package]] @@ -5788,18 +5776,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "mpmath", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/83/d3/803453b36afefb7c2bb238361cd4ae6125a569b4db67cd9e79846ba2d68c/sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517", size = 7793921, upload-time = "2025-04-27T18:05:01.611Z" } +sdist = { url = "https://files.pythonhosted.org/packages/83/d3/803453b36afefb7c2bb238361cd4ae6125a569b4db67cd9e79846ba2d68c/sympy-1.14.0.tar.gz", hash = "sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517", size = 7793921 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a2/09/77d55d46fd61b4a135c444fc97158ef34a095e5681d0a6c10b75bf356191/sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5", size = 6299353, upload-time = "2025-04-27T18:04:59.103Z" }, + { url = "https://files.pythonhosted.org/packages/a2/09/77d55d46fd61b4a135c444fc97158ef34a095e5681d0a6c10b75bf356191/sympy-1.14.0-py3-none-any.whl", hash = "sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5", size = 6299353 }, ] [[package]] name = "tabulate" version = "0.9.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/ec/fe/802052aecb21e3797b8f7902564ab6ea0d60ff8ca23952079064155d1ae1/tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c", size = 81090, upload-time = "2022-10-06T17:21:48.54Z" } +sdist = { url = "https://files.pythonhosted.org/packages/ec/fe/802052aecb21e3797b8f7902564ab6ea0d60ff8ca23952079064155d1ae1/tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c", size = 81090 } wheels = [ - { url = "https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f", size = 35252, upload-time = "2022-10-06T17:21:44.262Z" }, + { url = "https://files.pythonhosted.org/packages/40/44/4a5f08c96eb108af5cb50b41f76142f0afa346dfa99d5296fe7202a11854/tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f", size = 35252 }, ] [[package]] @@ -5838,27 +5826,27 @@ dependencies = [ name = "tenacity" version = "9.1.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/0a/d4/2b0cd0fe285e14b36db076e78c93766ff1d529d70408bd1d2a5a84f1d929/tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb", size = 48036, upload-time = "2025-04-02T08:25:09.966Z" } +sdist = { url = "https://files.pythonhosted.org/packages/0a/d4/2b0cd0fe285e14b36db076e78c93766ff1d529d70408bd1d2a5a84f1d929/tenacity-9.1.2.tar.gz", hash = "sha256:1169d376c297e7de388d18b4481760d478b0e99a777cad3a9c86e556f4b697cb", size = 48036 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e5/30/643397144bfbfec6f6ef821f36f33e57d35946c44a2352d3c9f0ae847619/tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138", size = 28248, upload-time = "2025-04-02T08:25:07.678Z" }, + { url = "https://files.pythonhosted.org/packages/e5/30/643397144bfbfec6f6ef821f36f33e57d35946c44a2352d3c9f0ae847619/tenacity-9.1.2-py3-none-any.whl", hash = "sha256:f77bf36710d8b73a50b2dd155c97b870017ad21afe6ab300326b0371b3b05138", size = 28248 }, ] [[package]] name = "termcolor" version = "2.4.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/10/56/d7d66a84f96d804155f6ff2873d065368b25a07222a6fd51c4f24ef6d764/termcolor-2.4.0.tar.gz", hash = "sha256:aab9e56047c8ac41ed798fa36d892a37aca6b3e9159f3e0c24bc64a9b3ac7b7a", size = 12664, upload-time = "2023-12-01T11:04:51.66Z" } +sdist = { url = "https://files.pythonhosted.org/packages/10/56/d7d66a84f96d804155f6ff2873d065368b25a07222a6fd51c4f24ef6d764/termcolor-2.4.0.tar.gz", hash = "sha256:aab9e56047c8ac41ed798fa36d892a37aca6b3e9159f3e0c24bc64a9b3ac7b7a", size = 12664 } wheels = [ - { url = "https://files.pythonhosted.org/packages/d9/5f/8c716e47b3a50cbd7c146f45881e11d9414def768b7cd9c5e6650ec2a80a/termcolor-2.4.0-py3-none-any.whl", hash = "sha256:9297c0df9c99445c2412e832e882a7884038a25617c60cea2ad69488d4040d63", size = 7719, upload-time = "2023-12-01T11:04:50.019Z" }, + { url = "https://files.pythonhosted.org/packages/d9/5f/8c716e47b3a50cbd7c146f45881e11d9414def768b7cd9c5e6650ec2a80a/termcolor-2.4.0-py3-none-any.whl", hash = "sha256:9297c0df9c99445c2412e832e882a7884038a25617c60cea2ad69488d4040d63", size = 7719 }, ] [[package]] name = "threadpoolctl" version = "3.6.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b7/4d/08c89e34946fce2aec4fbb45c9016efd5f4d7f24af8e5d93296e935631d8/threadpoolctl-3.6.0.tar.gz", hash = "sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e", size = 21274, upload-time = "2025-03-13T13:49:23.031Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b7/4d/08c89e34946fce2aec4fbb45c9016efd5f4d7f24af8e5d93296e935631d8/threadpoolctl-3.6.0.tar.gz", hash = "sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e", size = 21274 } wheels = [ - { url = "https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb", size = 18638, upload-time = "2025-03-13T13:49:21.846Z" }, + { url = "https://files.pythonhosted.org/packages/32/d5/f9a850d79b0851d1d4ef6456097579a9005b31fea68726a4ae5f2d82ddd9/threadpoolctl-3.6.0-py3-none-any.whl", hash = "sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb", size = 18638 }, ] [[package]] @@ -5869,57 +5857,57 @@ dependencies = [ { name = "regex", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "requests", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/7d/ab/4d017d0f76ec3171d469d80fc03dfbb4e48a4bcaddaa831b31d526f05edc/tiktoken-0.12.0.tar.gz", hash = "sha256:b18ba7ee2b093863978fcb14f74b3707cdc8d4d4d3836853ce7ec60772139931", size = 37806, upload-time = "2025-10-06T20:22:45.419Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/89/b3/2cb7c17b6c4cf8ca983204255d3f1d95eda7213e247e6947a0ee2c747a2c/tiktoken-0.12.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3de02f5a491cfd179aec916eddb70331814bd6bf764075d39e21d5862e533970", size = 1051991, upload-time = "2025-10-06T20:21:34.098Z" }, - { url = "https://files.pythonhosted.org/packages/27/0f/df139f1df5f6167194ee5ab24634582ba9a1b62c6b996472b0277ec80f66/tiktoken-0.12.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b6cfb6d9b7b54d20af21a912bfe63a2727d9cfa8fbda642fd8322c70340aad16", size = 995798, upload-time = "2025-10-06T20:21:35.579Z" }, - { url = "https://files.pythonhosted.org/packages/ef/5d/26a691f28ab220d5edc09b9b787399b130f24327ef824de15e5d85ef21aa/tiktoken-0.12.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:cde24cdb1b8a08368f709124f15b36ab5524aac5fa830cc3fdce9c03d4fb8030", size = 1129865, upload-time = "2025-10-06T20:21:36.675Z" }, - { url = "https://files.pythonhosted.org/packages/b2/94/443fab3d4e5ebecac895712abd3849b8da93b7b7dec61c7db5c9c7ebe40c/tiktoken-0.12.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:6de0da39f605992649b9cfa6f84071e3f9ef2cec458d08c5feb1b6f0ff62e134", size = 1152856, upload-time = "2025-10-06T20:21:37.873Z" }, - { url = "https://files.pythonhosted.org/packages/54/35/388f941251b2521c70dd4c5958e598ea6d2c88e28445d2fb8189eecc1dfc/tiktoken-0.12.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6faa0534e0eefbcafaccb75927a4a380463a2eaa7e26000f0173b920e98b720a", size = 1195308, upload-time = "2025-10-06T20:21:39.577Z" }, - { url = "https://files.pythonhosted.org/packages/f8/00/c6681c7f833dd410576183715a530437a9873fa910265817081f65f9105f/tiktoken-0.12.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:82991e04fc860afb933efb63957affc7ad54f83e2216fe7d319007dab1ba5892", size = 1255697, upload-time = "2025-10-06T20:21:41.154Z" }, - { url = "https://files.pythonhosted.org/packages/5f/d2/82e795a6a9bafa034bf26a58e68fe9a89eeaaa610d51dbeb22106ba04f0a/tiktoken-0.12.0-cp310-cp310-win_amd64.whl", hash = "sha256:6fb2995b487c2e31acf0a9e17647e3b242235a20832642bb7a9d1a181c0c1bb1", size = 879375, upload-time = "2025-10-06T20:21:43.201Z" }, - { url = "https://files.pythonhosted.org/packages/de/46/21ea696b21f1d6d1efec8639c204bdf20fde8bafb351e1355c72c5d7de52/tiktoken-0.12.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:6e227c7f96925003487c33b1b32265fad2fbcec2b7cf4817afb76d416f40f6bb", size = 1051565, upload-time = "2025-10-06T20:21:44.566Z" }, - { url = "https://files.pythonhosted.org/packages/c9/d9/35c5d2d9e22bb2a5f74ba48266fb56c63d76ae6f66e02feb628671c0283e/tiktoken-0.12.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c06cf0fcc24c2cb2adb5e185c7082a82cba29c17575e828518c2f11a01f445aa", size = 995284, upload-time = "2025-10-06T20:21:45.622Z" }, - { url = "https://files.pythonhosted.org/packages/01/84/961106c37b8e49b9fdcf33fe007bb3a8fdcc380c528b20cc7fbba80578b8/tiktoken-0.12.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:f18f249b041851954217e9fd8e5c00b024ab2315ffda5ed77665a05fa91f42dc", size = 1129201, upload-time = "2025-10-06T20:21:47.074Z" }, - { url = "https://files.pythonhosted.org/packages/6a/d0/3d9275198e067f8b65076a68894bb52fd253875f3644f0a321a720277b8a/tiktoken-0.12.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:47a5bc270b8c3db00bb46ece01ef34ad050e364b51d406b6f9730b64ac28eded", size = 1152444, upload-time = "2025-10-06T20:21:48.139Z" }, - { url = "https://files.pythonhosted.org/packages/78/db/a58e09687c1698a7c592e1038e01c206569b86a0377828d51635561f8ebf/tiktoken-0.12.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:508fa71810c0efdcd1b898fda574889ee62852989f7c1667414736bcb2b9a4bd", size = 1195080, upload-time = "2025-10-06T20:21:49.246Z" }, - { url = "https://files.pythonhosted.org/packages/9e/1b/a9e4d2bf91d515c0f74afc526fd773a812232dd6cda33ebea7f531202325/tiktoken-0.12.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a1af81a6c44f008cba48494089dd98cccb8b313f55e961a52f5b222d1e507967", size = 1255240, upload-time = "2025-10-06T20:21:50.274Z" }, - { url = "https://files.pythonhosted.org/packages/9d/15/963819345f1b1fb0809070a79e9dd96938d4ca41297367d471733e79c76c/tiktoken-0.12.0-cp311-cp311-win_amd64.whl", hash = "sha256:3e68e3e593637b53e56f7237be560f7a394451cb8c11079755e80ae64b9e6def", size = 879422, upload-time = "2025-10-06T20:21:51.734Z" }, - { url = "https://files.pythonhosted.org/packages/a4/85/be65d39d6b647c79800fd9d29241d081d4eeb06271f383bb87200d74cf76/tiktoken-0.12.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b97f74aca0d78a1ff21b8cd9e9925714c15a9236d6ceacf5c7327c117e6e21e8", size = 1050728, upload-time = "2025-10-06T20:21:52.756Z" }, - { url = "https://files.pythonhosted.org/packages/4a/42/6573e9129bc55c9bf7300b3a35bef2c6b9117018acca0dc760ac2d93dffe/tiktoken-0.12.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2b90f5ad190a4bb7c3eb30c5fa32e1e182ca1ca79f05e49b448438c3e225a49b", size = 994049, upload-time = "2025-10-06T20:21:53.782Z" }, - { url = "https://files.pythonhosted.org/packages/66/c5/ed88504d2f4a5fd6856990b230b56d85a777feab84e6129af0822f5d0f70/tiktoken-0.12.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:65b26c7a780e2139e73acc193e5c63ac754021f160df919add909c1492c0fb37", size = 1129008, upload-time = "2025-10-06T20:21:54.832Z" }, - { url = "https://files.pythonhosted.org/packages/f4/90/3dae6cc5436137ebd38944d396b5849e167896fc2073da643a49f372dc4f/tiktoken-0.12.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:edde1ec917dfd21c1f2f8046b86348b0f54a2c0547f68149d8600859598769ad", size = 1152665, upload-time = "2025-10-06T20:21:56.129Z" }, - { url = "https://files.pythonhosted.org/packages/a3/fe/26df24ce53ffde419a42f5f53d755b995c9318908288c17ec3f3448313a3/tiktoken-0.12.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:35a2f8ddd3824608b3d650a000c1ef71f730d0c56486845705a8248da00f9fe5", size = 1194230, upload-time = "2025-10-06T20:21:57.546Z" }, - { url = "https://files.pythonhosted.org/packages/20/cc/b064cae1a0e9fac84b0d2c46b89f4e57051a5f41324e385d10225a984c24/tiktoken-0.12.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:83d16643edb7fa2c99eff2ab7733508aae1eebb03d5dfc46f5565862810f24e3", size = 1254688, upload-time = "2025-10-06T20:21:58.619Z" }, - { url = "https://files.pythonhosted.org/packages/81/10/b8523105c590c5b8349f2587e2fdfe51a69544bd5a76295fc20f2374f470/tiktoken-0.12.0-cp312-cp312-win_amd64.whl", hash = "sha256:ffc5288f34a8bc02e1ea7047b8d041104791d2ddbf42d1e5fa07822cbffe16bd", size = 878694, upload-time = "2025-10-06T20:21:59.876Z" }, - { url = "https://files.pythonhosted.org/packages/00/61/441588ee21e6b5cdf59d6870f86beb9789e532ee9718c251b391b70c68d6/tiktoken-0.12.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:775c2c55de2310cc1bc9a3ad8826761cbdc87770e586fd7b6da7d4589e13dab3", size = 1050802, upload-time = "2025-10-06T20:22:00.96Z" }, - { url = "https://files.pythonhosted.org/packages/1f/05/dcf94486d5c5c8d34496abe271ac76c5b785507c8eae71b3708f1ad9b45a/tiktoken-0.12.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a01b12f69052fbe4b080a2cfb867c4de12c704b56178edf1d1d7b273561db160", size = 993995, upload-time = "2025-10-06T20:22:02.788Z" }, - { url = "https://files.pythonhosted.org/packages/a0/70/5163fe5359b943f8db9946b62f19be2305de8c3d78a16f629d4165e2f40e/tiktoken-0.12.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:01d99484dc93b129cd0964f9d34eee953f2737301f18b3c7257bf368d7615baa", size = 1128948, upload-time = "2025-10-06T20:22:03.814Z" }, - { url = "https://files.pythonhosted.org/packages/0c/da/c028aa0babf77315e1cef357d4d768800c5f8a6de04d0eac0f377cb619fa/tiktoken-0.12.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:4a1a4fcd021f022bfc81904a911d3df0f6543b9e7627b51411da75ff2fe7a1be", size = 1151986, upload-time = "2025-10-06T20:22:05.173Z" }, - { url = "https://files.pythonhosted.org/packages/a0/5a/886b108b766aa53e295f7216b509be95eb7d60b166049ce2c58416b25f2a/tiktoken-0.12.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:981a81e39812d57031efdc9ec59fa32b2a5a5524d20d4776574c4b4bd2e9014a", size = 1194222, upload-time = "2025-10-06T20:22:06.265Z" }, - { url = "https://files.pythonhosted.org/packages/f4/f8/4db272048397636ac7a078d22773dd2795b1becee7bc4922fe6207288d57/tiktoken-0.12.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9baf52f84a3f42eef3ff4e754a0db79a13a27921b457ca9832cf944c6be4f8f3", size = 1255097, upload-time = "2025-10-06T20:22:07.403Z" }, - { url = "https://files.pythonhosted.org/packages/8e/32/45d02e2e0ea2be3a9ed22afc47d93741247e75018aac967b713b2941f8ea/tiktoken-0.12.0-cp313-cp313-win_amd64.whl", hash = "sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697", size = 879117, upload-time = "2025-10-06T20:22:08.418Z" }, - { url = "https://files.pythonhosted.org/packages/ce/76/994fc868f88e016e6d05b0da5ac24582a14c47893f4474c3e9744283f1d5/tiktoken-0.12.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:d5f89ea5680066b68bcb797ae85219c72916c922ef0fcdd3480c7d2315ffff16", size = 1050309, upload-time = "2025-10-06T20:22:10.939Z" }, - { url = "https://files.pythonhosted.org/packages/f6/b8/57ef1456504c43a849821920d582a738a461b76a047f352f18c0b26c6516/tiktoken-0.12.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b4e7ed1c6a7a8a60a3230965bdedba8cc58f68926b835e519341413370e0399a", size = 993712, upload-time = "2025-10-06T20:22:12.115Z" }, - { url = "https://files.pythonhosted.org/packages/72/90/13da56f664286ffbae9dbcfadcc625439142675845baa62715e49b87b68b/tiktoken-0.12.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:fc530a28591a2d74bce821d10b418b26a094bf33839e69042a6e86ddb7a7fb27", size = 1128725, upload-time = "2025-10-06T20:22:13.541Z" }, - { url = "https://files.pythonhosted.org/packages/05/df/4f80030d44682235bdaecd7346c90f67ae87ec8f3df4a3442cb53834f7e4/tiktoken-0.12.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:06a9f4f49884139013b138920a4c393aa6556b2f8f536345f11819389c703ebb", size = 1151875, upload-time = "2025-10-06T20:22:14.559Z" }, - { url = "https://files.pythonhosted.org/packages/22/1f/ae535223a8c4ef4c0c1192e3f9b82da660be9eb66b9279e95c99288e9dab/tiktoken-0.12.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:04f0e6a985d95913cabc96a741c5ffec525a2c72e9df086ff17ebe35985c800e", size = 1194451, upload-time = "2025-10-06T20:22:15.545Z" }, - { url = "https://files.pythonhosted.org/packages/78/a7/f8ead382fce0243cb625c4f266e66c27f65ae65ee9e77f59ea1653b6d730/tiktoken-0.12.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:0ee8f9ae00c41770b5f9b0bb1235474768884ae157de3beb5439ca0fd70f3e25", size = 1253794, upload-time = "2025-10-06T20:22:16.624Z" }, - { url = "https://files.pythonhosted.org/packages/93/e0/6cc82a562bc6365785a3ff0af27a2a092d57c47d7a81d9e2295d8c36f011/tiktoken-0.12.0-cp313-cp313t-win_amd64.whl", hash = "sha256:dc2dd125a62cb2b3d858484d6c614d136b5b848976794edfb63688d539b8b93f", size = 878777, upload-time = "2025-10-06T20:22:18.036Z" }, - { url = "https://files.pythonhosted.org/packages/72/05/3abc1db5d2c9aadc4d2c76fa5640134e475e58d9fbb82b5c535dc0de9b01/tiktoken-0.12.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:a90388128df3b3abeb2bfd1895b0681412a8d7dc644142519e6f0a97c2111646", size = 1050188, upload-time = "2025-10-06T20:22:19.563Z" }, - { url = "https://files.pythonhosted.org/packages/e3/7b/50c2f060412202d6c95f32b20755c7a6273543b125c0985d6fa9465105af/tiktoken-0.12.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:da900aa0ad52247d8794e307d6446bd3cdea8e192769b56276695d34d2c9aa88", size = 993978, upload-time = "2025-10-06T20:22:20.702Z" }, - { url = "https://files.pythonhosted.org/packages/14/27/bf795595a2b897e271771cd31cb847d479073497344c637966bdf2853da1/tiktoken-0.12.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:285ba9d73ea0d6171e7f9407039a290ca77efcdb026be7769dccc01d2c8d7fff", size = 1129271, upload-time = "2025-10-06T20:22:22.06Z" }, - { url = "https://files.pythonhosted.org/packages/f5/de/9341a6d7a8f1b448573bbf3425fa57669ac58258a667eb48a25dfe916d70/tiktoken-0.12.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:d186a5c60c6a0213f04a7a802264083dea1bbde92a2d4c7069e1a56630aef830", size = 1151216, upload-time = "2025-10-06T20:22:23.085Z" }, - { url = "https://files.pythonhosted.org/packages/75/0d/881866647b8d1be4d67cb24e50d0c26f9f807f994aa1510cb9ba2fe5f612/tiktoken-0.12.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:604831189bd05480f2b885ecd2d1986dc7686f609de48208ebbbddeea071fc0b", size = 1194860, upload-time = "2025-10-06T20:22:24.602Z" }, - { url = "https://files.pythonhosted.org/packages/b3/1e/b651ec3059474dab649b8d5b69f5c65cd8fcd8918568c1935bd4136c9392/tiktoken-0.12.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:8f317e8530bb3a222547b85a58583238c8f74fd7a7408305f9f63246d1a0958b", size = 1254567, upload-time = "2025-10-06T20:22:25.671Z" }, - { url = "https://files.pythonhosted.org/packages/80/57/ce64fd16ac390fafde001268c364d559447ba09b509181b2808622420eec/tiktoken-0.12.0-cp314-cp314-win_amd64.whl", hash = "sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3", size = 921067, upload-time = "2025-10-06T20:22:26.753Z" }, - { url = "https://files.pythonhosted.org/packages/ac/a4/72eed53e8976a099539cdd5eb36f241987212c29629d0a52c305173e0a68/tiktoken-0.12.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c2c714c72bc00a38ca969dae79e8266ddec999c7ceccd603cc4f0d04ccd76365", size = 1050473, upload-time = "2025-10-06T20:22:27.775Z" }, - { url = "https://files.pythonhosted.org/packages/e6/d7/0110b8f54c008466b19672c615f2168896b83706a6611ba6e47313dbc6e9/tiktoken-0.12.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:cbb9a3ba275165a2cb0f9a83f5d7025afe6b9d0ab01a22b50f0e74fee2ad253e", size = 993855, upload-time = "2025-10-06T20:22:28.799Z" }, - { url = "https://files.pythonhosted.org/packages/5f/77/4f268c41a3957c418b084dd576ea2fad2e95da0d8e1ab705372892c2ca22/tiktoken-0.12.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:dfdfaa5ffff8993a3af94d1125870b1d27aed7cb97aa7eb8c1cefdbc87dbee63", size = 1129022, upload-time = "2025-10-06T20:22:29.981Z" }, - { url = "https://files.pythonhosted.org/packages/4e/2b/fc46c90fe5028bd094cd6ee25a7db321cb91d45dc87531e2bdbb26b4867a/tiktoken-0.12.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:584c3ad3d0c74f5269906eb8a659c8bfc6144a52895d9261cdaf90a0ae5f4de0", size = 1150736, upload-time = "2025-10-06T20:22:30.996Z" }, - { url = "https://files.pythonhosted.org/packages/28/c0/3c7a39ff68022ddfd7d93f3337ad90389a342f761c4d71de99a3ccc57857/tiktoken-0.12.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:54c891b416a0e36b8e2045b12b33dd66fb34a4fe7965565f1b482da50da3e86a", size = 1194908, upload-time = "2025-10-06T20:22:32.073Z" }, - { url = "https://files.pythonhosted.org/packages/ab/0d/c1ad6f4016a3968c048545f5d9b8ffebf577774b2ede3e2e352553b685fe/tiktoken-0.12.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5edb8743b88d5be814b1a8a8854494719080c28faaa1ccbef02e87354fe71ef0", size = 1253706, upload-time = "2025-10-06T20:22:33.385Z" }, - { url = "https://files.pythonhosted.org/packages/af/df/c7891ef9d2712ad774777271d39fdef63941ffba0a9d59b7ad1fd2765e57/tiktoken-0.12.0-cp314-cp314t-win_amd64.whl", hash = "sha256:f61c0aea5565ac82e2ec50a05e02a6c44734e91b51c10510b084ea1b8e633a71", size = 920667, upload-time = "2025-10-06T20:22:34.444Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/7d/ab/4d017d0f76ec3171d469d80fc03dfbb4e48a4bcaddaa831b31d526f05edc/tiktoken-0.12.0.tar.gz", hash = "sha256:b18ba7ee2b093863978fcb14f74b3707cdc8d4d4d3836853ce7ec60772139931", size = 37806 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/89/b3/2cb7c17b6c4cf8ca983204255d3f1d95eda7213e247e6947a0ee2c747a2c/tiktoken-0.12.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:3de02f5a491cfd179aec916eddb70331814bd6bf764075d39e21d5862e533970", size = 1051991 }, + { url = "https://files.pythonhosted.org/packages/27/0f/df139f1df5f6167194ee5ab24634582ba9a1b62c6b996472b0277ec80f66/tiktoken-0.12.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b6cfb6d9b7b54d20af21a912bfe63a2727d9cfa8fbda642fd8322c70340aad16", size = 995798 }, + { url = "https://files.pythonhosted.org/packages/ef/5d/26a691f28ab220d5edc09b9b787399b130f24327ef824de15e5d85ef21aa/tiktoken-0.12.0-cp310-cp310-manylinux_2_28_aarch64.whl", hash = "sha256:cde24cdb1b8a08368f709124f15b36ab5524aac5fa830cc3fdce9c03d4fb8030", size = 1129865 }, + { url = "https://files.pythonhosted.org/packages/b2/94/443fab3d4e5ebecac895712abd3849b8da93b7b7dec61c7db5c9c7ebe40c/tiktoken-0.12.0-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:6de0da39f605992649b9cfa6f84071e3f9ef2cec458d08c5feb1b6f0ff62e134", size = 1152856 }, + { url = "https://files.pythonhosted.org/packages/54/35/388f941251b2521c70dd4c5958e598ea6d2c88e28445d2fb8189eecc1dfc/tiktoken-0.12.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6faa0534e0eefbcafaccb75927a4a380463a2eaa7e26000f0173b920e98b720a", size = 1195308 }, + { url = "https://files.pythonhosted.org/packages/f8/00/c6681c7f833dd410576183715a530437a9873fa910265817081f65f9105f/tiktoken-0.12.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:82991e04fc860afb933efb63957affc7ad54f83e2216fe7d319007dab1ba5892", size = 1255697 }, + { url = "https://files.pythonhosted.org/packages/5f/d2/82e795a6a9bafa034bf26a58e68fe9a89eeaaa610d51dbeb22106ba04f0a/tiktoken-0.12.0-cp310-cp310-win_amd64.whl", hash = "sha256:6fb2995b487c2e31acf0a9e17647e3b242235a20832642bb7a9d1a181c0c1bb1", size = 879375 }, + { url = "https://files.pythonhosted.org/packages/de/46/21ea696b21f1d6d1efec8639c204bdf20fde8bafb351e1355c72c5d7de52/tiktoken-0.12.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:6e227c7f96925003487c33b1b32265fad2fbcec2b7cf4817afb76d416f40f6bb", size = 1051565 }, + { url = "https://files.pythonhosted.org/packages/c9/d9/35c5d2d9e22bb2a5f74ba48266fb56c63d76ae6f66e02feb628671c0283e/tiktoken-0.12.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:c06cf0fcc24c2cb2adb5e185c7082a82cba29c17575e828518c2f11a01f445aa", size = 995284 }, + { url = "https://files.pythonhosted.org/packages/01/84/961106c37b8e49b9fdcf33fe007bb3a8fdcc380c528b20cc7fbba80578b8/tiktoken-0.12.0-cp311-cp311-manylinux_2_28_aarch64.whl", hash = "sha256:f18f249b041851954217e9fd8e5c00b024ab2315ffda5ed77665a05fa91f42dc", size = 1129201 }, + { url = "https://files.pythonhosted.org/packages/6a/d0/3d9275198e067f8b65076a68894bb52fd253875f3644f0a321a720277b8a/tiktoken-0.12.0-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:47a5bc270b8c3db00bb46ece01ef34ad050e364b51d406b6f9730b64ac28eded", size = 1152444 }, + { url = "https://files.pythonhosted.org/packages/78/db/a58e09687c1698a7c592e1038e01c206569b86a0377828d51635561f8ebf/tiktoken-0.12.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:508fa71810c0efdcd1b898fda574889ee62852989f7c1667414736bcb2b9a4bd", size = 1195080 }, + { url = "https://files.pythonhosted.org/packages/9e/1b/a9e4d2bf91d515c0f74afc526fd773a812232dd6cda33ebea7f531202325/tiktoken-0.12.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:a1af81a6c44f008cba48494089dd98cccb8b313f55e961a52f5b222d1e507967", size = 1255240 }, + { url = "https://files.pythonhosted.org/packages/9d/15/963819345f1b1fb0809070a79e9dd96938d4ca41297367d471733e79c76c/tiktoken-0.12.0-cp311-cp311-win_amd64.whl", hash = "sha256:3e68e3e593637b53e56f7237be560f7a394451cb8c11079755e80ae64b9e6def", size = 879422 }, + { url = "https://files.pythonhosted.org/packages/a4/85/be65d39d6b647c79800fd9d29241d081d4eeb06271f383bb87200d74cf76/tiktoken-0.12.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:b97f74aca0d78a1ff21b8cd9e9925714c15a9236d6ceacf5c7327c117e6e21e8", size = 1050728 }, + { url = "https://files.pythonhosted.org/packages/4a/42/6573e9129bc55c9bf7300b3a35bef2c6b9117018acca0dc760ac2d93dffe/tiktoken-0.12.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:2b90f5ad190a4bb7c3eb30c5fa32e1e182ca1ca79f05e49b448438c3e225a49b", size = 994049 }, + { url = "https://files.pythonhosted.org/packages/66/c5/ed88504d2f4a5fd6856990b230b56d85a777feab84e6129af0822f5d0f70/tiktoken-0.12.0-cp312-cp312-manylinux_2_28_aarch64.whl", hash = "sha256:65b26c7a780e2139e73acc193e5c63ac754021f160df919add909c1492c0fb37", size = 1129008 }, + { url = "https://files.pythonhosted.org/packages/f4/90/3dae6cc5436137ebd38944d396b5849e167896fc2073da643a49f372dc4f/tiktoken-0.12.0-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:edde1ec917dfd21c1f2f8046b86348b0f54a2c0547f68149d8600859598769ad", size = 1152665 }, + { url = "https://files.pythonhosted.org/packages/a3/fe/26df24ce53ffde419a42f5f53d755b995c9318908288c17ec3f3448313a3/tiktoken-0.12.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:35a2f8ddd3824608b3d650a000c1ef71f730d0c56486845705a8248da00f9fe5", size = 1194230 }, + { url = "https://files.pythonhosted.org/packages/20/cc/b064cae1a0e9fac84b0d2c46b89f4e57051a5f41324e385d10225a984c24/tiktoken-0.12.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:83d16643edb7fa2c99eff2ab7733508aae1eebb03d5dfc46f5565862810f24e3", size = 1254688 }, + { url = "https://files.pythonhosted.org/packages/81/10/b8523105c590c5b8349f2587e2fdfe51a69544bd5a76295fc20f2374f470/tiktoken-0.12.0-cp312-cp312-win_amd64.whl", hash = "sha256:ffc5288f34a8bc02e1ea7047b8d041104791d2ddbf42d1e5fa07822cbffe16bd", size = 878694 }, + { url = "https://files.pythonhosted.org/packages/00/61/441588ee21e6b5cdf59d6870f86beb9789e532ee9718c251b391b70c68d6/tiktoken-0.12.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:775c2c55de2310cc1bc9a3ad8826761cbdc87770e586fd7b6da7d4589e13dab3", size = 1050802 }, + { url = "https://files.pythonhosted.org/packages/1f/05/dcf94486d5c5c8d34496abe271ac76c5b785507c8eae71b3708f1ad9b45a/tiktoken-0.12.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a01b12f69052fbe4b080a2cfb867c4de12c704b56178edf1d1d7b273561db160", size = 993995 }, + { url = "https://files.pythonhosted.org/packages/a0/70/5163fe5359b943f8db9946b62f19be2305de8c3d78a16f629d4165e2f40e/tiktoken-0.12.0-cp313-cp313-manylinux_2_28_aarch64.whl", hash = "sha256:01d99484dc93b129cd0964f9d34eee953f2737301f18b3c7257bf368d7615baa", size = 1128948 }, + { url = "https://files.pythonhosted.org/packages/0c/da/c028aa0babf77315e1cef357d4d768800c5f8a6de04d0eac0f377cb619fa/tiktoken-0.12.0-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:4a1a4fcd021f022bfc81904a911d3df0f6543b9e7627b51411da75ff2fe7a1be", size = 1151986 }, + { url = "https://files.pythonhosted.org/packages/a0/5a/886b108b766aa53e295f7216b509be95eb7d60b166049ce2c58416b25f2a/tiktoken-0.12.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:981a81e39812d57031efdc9ec59fa32b2a5a5524d20d4776574c4b4bd2e9014a", size = 1194222 }, + { url = "https://files.pythonhosted.org/packages/f4/f8/4db272048397636ac7a078d22773dd2795b1becee7bc4922fe6207288d57/tiktoken-0.12.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:9baf52f84a3f42eef3ff4e754a0db79a13a27921b457ca9832cf944c6be4f8f3", size = 1255097 }, + { url = "https://files.pythonhosted.org/packages/8e/32/45d02e2e0ea2be3a9ed22afc47d93741247e75018aac967b713b2941f8ea/tiktoken-0.12.0-cp313-cp313-win_amd64.whl", hash = "sha256:b8a0cd0c789a61f31bf44851defbd609e8dd1e2c8589c614cc1060940ef1f697", size = 879117 }, + { url = "https://files.pythonhosted.org/packages/ce/76/994fc868f88e016e6d05b0da5ac24582a14c47893f4474c3e9744283f1d5/tiktoken-0.12.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:d5f89ea5680066b68bcb797ae85219c72916c922ef0fcdd3480c7d2315ffff16", size = 1050309 }, + { url = "https://files.pythonhosted.org/packages/f6/b8/57ef1456504c43a849821920d582a738a461b76a047f352f18c0b26c6516/tiktoken-0.12.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:b4e7ed1c6a7a8a60a3230965bdedba8cc58f68926b835e519341413370e0399a", size = 993712 }, + { url = "https://files.pythonhosted.org/packages/72/90/13da56f664286ffbae9dbcfadcc625439142675845baa62715e49b87b68b/tiktoken-0.12.0-cp313-cp313t-manylinux_2_28_aarch64.whl", hash = "sha256:fc530a28591a2d74bce821d10b418b26a094bf33839e69042a6e86ddb7a7fb27", size = 1128725 }, + { url = "https://files.pythonhosted.org/packages/05/df/4f80030d44682235bdaecd7346c90f67ae87ec8f3df4a3442cb53834f7e4/tiktoken-0.12.0-cp313-cp313t-manylinux_2_28_x86_64.whl", hash = "sha256:06a9f4f49884139013b138920a4c393aa6556b2f8f536345f11819389c703ebb", size = 1151875 }, + { url = "https://files.pythonhosted.org/packages/22/1f/ae535223a8c4ef4c0c1192e3f9b82da660be9eb66b9279e95c99288e9dab/tiktoken-0.12.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:04f0e6a985d95913cabc96a741c5ffec525a2c72e9df086ff17ebe35985c800e", size = 1194451 }, + { url = "https://files.pythonhosted.org/packages/78/a7/f8ead382fce0243cb625c4f266e66c27f65ae65ee9e77f59ea1653b6d730/tiktoken-0.12.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:0ee8f9ae00c41770b5f9b0bb1235474768884ae157de3beb5439ca0fd70f3e25", size = 1253794 }, + { url = "https://files.pythonhosted.org/packages/93/e0/6cc82a562bc6365785a3ff0af27a2a092d57c47d7a81d9e2295d8c36f011/tiktoken-0.12.0-cp313-cp313t-win_amd64.whl", hash = "sha256:dc2dd125a62cb2b3d858484d6c614d136b5b848976794edfb63688d539b8b93f", size = 878777 }, + { url = "https://files.pythonhosted.org/packages/72/05/3abc1db5d2c9aadc4d2c76fa5640134e475e58d9fbb82b5c535dc0de9b01/tiktoken-0.12.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:a90388128df3b3abeb2bfd1895b0681412a8d7dc644142519e6f0a97c2111646", size = 1050188 }, + { url = "https://files.pythonhosted.org/packages/e3/7b/50c2f060412202d6c95f32b20755c7a6273543b125c0985d6fa9465105af/tiktoken-0.12.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:da900aa0ad52247d8794e307d6446bd3cdea8e192769b56276695d34d2c9aa88", size = 993978 }, + { url = "https://files.pythonhosted.org/packages/14/27/bf795595a2b897e271771cd31cb847d479073497344c637966bdf2853da1/tiktoken-0.12.0-cp314-cp314-manylinux_2_28_aarch64.whl", hash = "sha256:285ba9d73ea0d6171e7f9407039a290ca77efcdb026be7769dccc01d2c8d7fff", size = 1129271 }, + { url = "https://files.pythonhosted.org/packages/f5/de/9341a6d7a8f1b448573bbf3425fa57669ac58258a667eb48a25dfe916d70/tiktoken-0.12.0-cp314-cp314-manylinux_2_28_x86_64.whl", hash = "sha256:d186a5c60c6a0213f04a7a802264083dea1bbde92a2d4c7069e1a56630aef830", size = 1151216 }, + { url = "https://files.pythonhosted.org/packages/75/0d/881866647b8d1be4d67cb24e50d0c26f9f807f994aa1510cb9ba2fe5f612/tiktoken-0.12.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:604831189bd05480f2b885ecd2d1986dc7686f609de48208ebbbddeea071fc0b", size = 1194860 }, + { url = "https://files.pythonhosted.org/packages/b3/1e/b651ec3059474dab649b8d5b69f5c65cd8fcd8918568c1935bd4136c9392/tiktoken-0.12.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:8f317e8530bb3a222547b85a58583238c8f74fd7a7408305f9f63246d1a0958b", size = 1254567 }, + { url = "https://files.pythonhosted.org/packages/80/57/ce64fd16ac390fafde001268c364d559447ba09b509181b2808622420eec/tiktoken-0.12.0-cp314-cp314-win_amd64.whl", hash = "sha256:399c3dd672a6406719d84442299a490420b458c44d3ae65516302a99675888f3", size = 921067 }, + { url = "https://files.pythonhosted.org/packages/ac/a4/72eed53e8976a099539cdd5eb36f241987212c29629d0a52c305173e0a68/tiktoken-0.12.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:c2c714c72bc00a38ca969dae79e8266ddec999c7ceccd603cc4f0d04ccd76365", size = 1050473 }, + { url = "https://files.pythonhosted.org/packages/e6/d7/0110b8f54c008466b19672c615f2168896b83706a6611ba6e47313dbc6e9/tiktoken-0.12.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:cbb9a3ba275165a2cb0f9a83f5d7025afe6b9d0ab01a22b50f0e74fee2ad253e", size = 993855 }, + { url = "https://files.pythonhosted.org/packages/5f/77/4f268c41a3957c418b084dd576ea2fad2e95da0d8e1ab705372892c2ca22/tiktoken-0.12.0-cp314-cp314t-manylinux_2_28_aarch64.whl", hash = "sha256:dfdfaa5ffff8993a3af94d1125870b1d27aed7cb97aa7eb8c1cefdbc87dbee63", size = 1129022 }, + { url = "https://files.pythonhosted.org/packages/4e/2b/fc46c90fe5028bd094cd6ee25a7db321cb91d45dc87531e2bdbb26b4867a/tiktoken-0.12.0-cp314-cp314t-manylinux_2_28_x86_64.whl", hash = "sha256:584c3ad3d0c74f5269906eb8a659c8bfc6144a52895d9261cdaf90a0ae5f4de0", size = 1150736 }, + { url = "https://files.pythonhosted.org/packages/28/c0/3c7a39ff68022ddfd7d93f3337ad90389a342f761c4d71de99a3ccc57857/tiktoken-0.12.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:54c891b416a0e36b8e2045b12b33dd66fb34a4fe7965565f1b482da50da3e86a", size = 1194908 }, + { url = "https://files.pythonhosted.org/packages/ab/0d/c1ad6f4016a3968c048545f5d9b8ffebf577774b2ede3e2e352553b685fe/tiktoken-0.12.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:5edb8743b88d5be814b1a8a8854494719080c28faaa1ccbef02e87354fe71ef0", size = 1253706 }, + { url = "https://files.pythonhosted.org/packages/af/df/c7891ef9d2712ad774777271d39fdef63941ffba0a9d59b7ad1fd2765e57/tiktoken-0.12.0-cp314-cp314t-win_amd64.whl", hash = "sha256:f61c0aea5565ac82e2ec50a05e02a6c44734e91b51c10510b084ea1b8e633a71", size = 920667 }, ] [[package]] @@ -5929,89 +5917,89 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "huggingface-hub", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/1c/46/fb6854cec3278fbfa4a75b50232c77622bc517ac886156e6afbfa4d8fc6e/tokenizers-0.22.1.tar.gz", hash = "sha256:61de6522785310a309b3407bac22d99c4db5dba349935e99e4d15ea2226af2d9", size = 363123, upload-time = "2025-09-19T09:49:23.424Z" } +sdist = { url = "https://files.pythonhosted.org/packages/1c/46/fb6854cec3278fbfa4a75b50232c77622bc517ac886156e6afbfa4d8fc6e/tokenizers-0.22.1.tar.gz", hash = "sha256:61de6522785310a309b3407bac22d99c4db5dba349935e99e4d15ea2226af2d9", size = 363123 } wheels = [ - { url = "https://files.pythonhosted.org/packages/bf/33/f4b2d94ada7ab297328fc671fed209368ddb82f965ec2224eb1892674c3a/tokenizers-0.22.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:59fdb013df17455e5f950b4b834a7b3ee2e0271e6378ccb33aa74d178b513c73", size = 3069318, upload-time = "2025-09-19T09:49:11.848Z" }, - { url = "https://files.pythonhosted.org/packages/1c/58/2aa8c874d02b974990e89ff95826a4852a8b2a273c7d1b4411cdd45a4565/tokenizers-0.22.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:8d4e484f7b0827021ac5f9f71d4794aaef62b979ab7608593da22b1d2e3c4edc", size = 2926478, upload-time = "2025-09-19T09:49:09.759Z" }, - { url = "https://files.pythonhosted.org/packages/1e/3b/55e64befa1e7bfea963cf4b787b2cea1011362c4193f5477047532ce127e/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19d2962dd28bc67c1f205ab180578a78eef89ac60ca7ef7cbe9635a46a56422a", size = 3256994, upload-time = "2025-09-19T09:48:56.701Z" }, - { url = "https://files.pythonhosted.org/packages/71/0b/fbfecf42f67d9b7b80fde4aabb2b3110a97fac6585c9470b5bff103a80cb/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:38201f15cdb1f8a6843e6563e6e79f4abd053394992b9bbdf5213ea3469b4ae7", size = 3153141, upload-time = "2025-09-19T09:48:59.749Z" }, - { url = "https://files.pythonhosted.org/packages/17/a9/b38f4e74e0817af8f8ef925507c63c6ae8171e3c4cb2d5d4624bf58fca69/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d1cbe5454c9a15df1b3443c726063d930c16f047a3cc724b9e6e1a91140e5a21", size = 3508049, upload-time = "2025-09-19T09:49:05.868Z" }, - { url = "https://files.pythonhosted.org/packages/d2/48/dd2b3dac46bb9134a88e35d72e1aa4869579eacc1a27238f1577270773ff/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e7d094ae6312d69cc2a872b54b91b309f4f6fbce871ef28eb27b52a98e4d0214", size = 3710730, upload-time = "2025-09-19T09:49:01.832Z" }, - { url = "https://files.pythonhosted.org/packages/93/0e/ccabc8d16ae4ba84a55d41345207c1e2ea88784651a5a487547d80851398/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:afd7594a56656ace95cdd6df4cca2e4059d294c5cfb1679c57824b605556cb2f", size = 3412560, upload-time = "2025-09-19T09:49:03.867Z" }, - { url = "https://files.pythonhosted.org/packages/d0/c6/dc3a0db5a6766416c32c034286d7c2d406da1f498e4de04ab1b8959edd00/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2ef6063d7a84994129732b47e7915e8710f27f99f3a3260b8a38fc7ccd083f4", size = 3250221, upload-time = "2025-09-19T09:49:07.664Z" }, - { url = "https://files.pythonhosted.org/packages/d7/a6/2c8486eef79671601ff57b093889a345dd3d576713ef047776015dc66de7/tokenizers-0.22.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ba0a64f450b9ef412c98f6bcd2a50c6df6e2443b560024a09fa6a03189726879", size = 9345569, upload-time = "2025-09-19T09:49:14.214Z" }, - { url = "https://files.pythonhosted.org/packages/6b/16/32ce667f14c35537f5f605fe9bea3e415ea1b0a646389d2295ec348d5657/tokenizers-0.22.1-cp39-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:331d6d149fa9c7d632cde4490fb8bbb12337fa3a0232e77892be656464f4b446", size = 9271599, upload-time = "2025-09-19T09:49:16.639Z" }, - { url = "https://files.pythonhosted.org/packages/51/7c/a5f7898a3f6baa3fc2685c705e04c98c1094c523051c805cdd9306b8f87e/tokenizers-0.22.1-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:607989f2ea68a46cb1dfbaf3e3aabdf3f21d8748312dbeb6263d1b3b66c5010a", size = 9533862, upload-time = "2025-09-19T09:49:19.146Z" }, - { url = "https://files.pythonhosted.org/packages/36/65/7e75caea90bc73c1dd8d40438adf1a7bc26af3b8d0a6705ea190462506e1/tokenizers-0.22.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a0f307d490295717726598ef6fa4f24af9d484809223bbc253b201c740a06390", size = 9681250, upload-time = "2025-09-19T09:49:21.501Z" }, - { url = "https://files.pythonhosted.org/packages/30/2c/959dddef581b46e6209da82df3b78471e96260e2bc463f89d23b1bf0e52a/tokenizers-0.22.1-cp39-abi3-win32.whl", hash = "sha256:b5120eed1442765cd90b903bb6cfef781fd8fe64e34ccaecbae4c619b7b12a82", size = 2472003, upload-time = "2025-09-19T09:49:27.089Z" }, - { url = "https://files.pythonhosted.org/packages/b3/46/e33a8c93907b631a99377ef4c5f817ab453d0b34f93529421f42ff559671/tokenizers-0.22.1-cp39-abi3-win_amd64.whl", hash = "sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138", size = 2674684, upload-time = "2025-09-19T09:49:24.953Z" }, + { url = "https://files.pythonhosted.org/packages/bf/33/f4b2d94ada7ab297328fc671fed209368ddb82f965ec2224eb1892674c3a/tokenizers-0.22.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:59fdb013df17455e5f950b4b834a7b3ee2e0271e6378ccb33aa74d178b513c73", size = 3069318 }, + { url = "https://files.pythonhosted.org/packages/1c/58/2aa8c874d02b974990e89ff95826a4852a8b2a273c7d1b4411cdd45a4565/tokenizers-0.22.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:8d4e484f7b0827021ac5f9f71d4794aaef62b979ab7608593da22b1d2e3c4edc", size = 2926478 }, + { url = "https://files.pythonhosted.org/packages/1e/3b/55e64befa1e7bfea963cf4b787b2cea1011362c4193f5477047532ce127e/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19d2962dd28bc67c1f205ab180578a78eef89ac60ca7ef7cbe9635a46a56422a", size = 3256994 }, + { url = "https://files.pythonhosted.org/packages/71/0b/fbfecf42f67d9b7b80fde4aabb2b3110a97fac6585c9470b5bff103a80cb/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:38201f15cdb1f8a6843e6563e6e79f4abd053394992b9bbdf5213ea3469b4ae7", size = 3153141 }, + { url = "https://files.pythonhosted.org/packages/17/a9/b38f4e74e0817af8f8ef925507c63c6ae8171e3c4cb2d5d4624bf58fca69/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d1cbe5454c9a15df1b3443c726063d930c16f047a3cc724b9e6e1a91140e5a21", size = 3508049 }, + { url = "https://files.pythonhosted.org/packages/d2/48/dd2b3dac46bb9134a88e35d72e1aa4869579eacc1a27238f1577270773ff/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e7d094ae6312d69cc2a872b54b91b309f4f6fbce871ef28eb27b52a98e4d0214", size = 3710730 }, + { url = "https://files.pythonhosted.org/packages/93/0e/ccabc8d16ae4ba84a55d41345207c1e2ea88784651a5a487547d80851398/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:afd7594a56656ace95cdd6df4cca2e4059d294c5cfb1679c57824b605556cb2f", size = 3412560 }, + { url = "https://files.pythonhosted.org/packages/d0/c6/dc3a0db5a6766416c32c034286d7c2d406da1f498e4de04ab1b8959edd00/tokenizers-0.22.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2ef6063d7a84994129732b47e7915e8710f27f99f3a3260b8a38fc7ccd083f4", size = 3250221 }, + { url = "https://files.pythonhosted.org/packages/d7/a6/2c8486eef79671601ff57b093889a345dd3d576713ef047776015dc66de7/tokenizers-0.22.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ba0a64f450b9ef412c98f6bcd2a50c6df6e2443b560024a09fa6a03189726879", size = 9345569 }, + { url = "https://files.pythonhosted.org/packages/6b/16/32ce667f14c35537f5f605fe9bea3e415ea1b0a646389d2295ec348d5657/tokenizers-0.22.1-cp39-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:331d6d149fa9c7d632cde4490fb8bbb12337fa3a0232e77892be656464f4b446", size = 9271599 }, + { url = "https://files.pythonhosted.org/packages/51/7c/a5f7898a3f6baa3fc2685c705e04c98c1094c523051c805cdd9306b8f87e/tokenizers-0.22.1-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:607989f2ea68a46cb1dfbaf3e3aabdf3f21d8748312dbeb6263d1b3b66c5010a", size = 9533862 }, + { url = "https://files.pythonhosted.org/packages/36/65/7e75caea90bc73c1dd8d40438adf1a7bc26af3b8d0a6705ea190462506e1/tokenizers-0.22.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a0f307d490295717726598ef6fa4f24af9d484809223bbc253b201c740a06390", size = 9681250 }, + { url = "https://files.pythonhosted.org/packages/30/2c/959dddef581b46e6209da82df3b78471e96260e2bc463f89d23b1bf0e52a/tokenizers-0.22.1-cp39-abi3-win32.whl", hash = "sha256:b5120eed1442765cd90b903bb6cfef781fd8fe64e34ccaecbae4c619b7b12a82", size = 2472003 }, + { url = "https://files.pythonhosted.org/packages/b3/46/e33a8c93907b631a99377ef4c5f817ab453d0b34f93529421f42ff559671/tokenizers-0.22.1-cp39-abi3-win_amd64.whl", hash = "sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138", size = 2674684 }, ] [[package]] name = "toml" version = "0.10.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/be/ba/1f744cdc819428fc6b5084ec34d9b30660f6f9daaf70eead706e3203ec3c/toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f", size = 22253, upload-time = "2020-11-01T01:40:22.204Z" } +sdist = { url = "https://files.pythonhosted.org/packages/be/ba/1f744cdc819428fc6b5084ec34d9b30660f6f9daaf70eead706e3203ec3c/toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f", size = 22253 } wheels = [ - { url = "https://files.pythonhosted.org/packages/44/6f/7120676b6d73228c96e17f1f794d8ab046fc910d781c8d151120c3f1569e/toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b", size = 16588, upload-time = "2020-11-01T01:40:20.672Z" }, + { url = "https://files.pythonhosted.org/packages/44/6f/7120676b6d73228c96e17f1f794d8ab046fc910d781c8d151120c3f1569e/toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b", size = 16588 }, ] [[package]] name = "tomli" version = "2.3.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/52/ed/3f73f72945444548f33eba9a87fc7a6e969915e7b1acc8260b30e1f76a2f/tomli-2.3.0.tar.gz", hash = "sha256:64be704a875d2a59753d80ee8a533c3fe183e3f06807ff7dc2232938ccb01549", size = 17392, upload-time = "2025-10-08T22:01:47.119Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/b3/2e/299f62b401438d5fe1624119c723f5d877acc86a4c2492da405626665f12/tomli-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:88bd15eb972f3664f5ed4b57c1634a97153b4bac4479dcb6a495f41921eb7f45", size = 153236, upload-time = "2025-10-08T22:01:00.137Z" }, - { url = "https://files.pythonhosted.org/packages/86/7f/d8fffe6a7aefdb61bced88fcb5e280cfd71e08939da5894161bd71bea022/tomli-2.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:883b1c0d6398a6a9d29b508c331fa56adbcdff647f6ace4dfca0f50e90dfd0ba", size = 148084, upload-time = "2025-10-08T22:01:01.63Z" }, - { url = "https://files.pythonhosted.org/packages/47/5c/24935fb6a2ee63e86d80e4d3b58b222dafaf438c416752c8b58537c8b89a/tomli-2.3.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d1381caf13ab9f300e30dd8feadb3de072aeb86f1d34a8569453ff32a7dea4bf", size = 234832, upload-time = "2025-10-08T22:01:02.543Z" }, - { url = "https://files.pythonhosted.org/packages/89/da/75dfd804fc11e6612846758a23f13271b76d577e299592b4371a4ca4cd09/tomli-2.3.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a0e285d2649b78c0d9027570d4da3425bdb49830a6156121360b3f8511ea3441", size = 242052, upload-time = "2025-10-08T22:01:03.836Z" }, - { url = "https://files.pythonhosted.org/packages/70/8c/f48ac899f7b3ca7eb13af73bacbc93aec37f9c954df3c08ad96991c8c373/tomli-2.3.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:0a154a9ae14bfcf5d8917a59b51ffd5a3ac1fd149b71b47a3a104ca4edcfa845", size = 239555, upload-time = "2025-10-08T22:01:04.834Z" }, - { url = "https://files.pythonhosted.org/packages/ba/28/72f8afd73f1d0e7829bfc093f4cb98ce0a40ffc0cc997009ee1ed94ba705/tomli-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:74bf8464ff93e413514fefd2be591c3b0b23231a77f901db1eb30d6f712fc42c", size = 245128, upload-time = "2025-10-08T22:01:05.84Z" }, - { url = "https://files.pythonhosted.org/packages/b6/eb/a7679c8ac85208706d27436e8d421dfa39d4c914dcf5fa8083a9305f58d9/tomli-2.3.0-cp311-cp311-win32.whl", hash = "sha256:00b5f5d95bbfc7d12f91ad8c593a1659b6387b43f054104cda404be6bda62456", size = 96445, upload-time = "2025-10-08T22:01:06.896Z" }, - { url = "https://files.pythonhosted.org/packages/0a/fe/3d3420c4cb1ad9cb462fb52967080575f15898da97e21cb6f1361d505383/tomli-2.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:4dc4ce8483a5d429ab602f111a93a6ab1ed425eae3122032db7e9acf449451be", size = 107165, upload-time = "2025-10-08T22:01:08.107Z" }, - { url = "https://files.pythonhosted.org/packages/ff/b7/40f36368fcabc518bb11c8f06379a0fd631985046c038aca08c6d6a43c6e/tomli-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d7d86942e56ded512a594786a5ba0a5e521d02529b3826e7761a05138341a2ac", size = 154891, upload-time = "2025-10-08T22:01:09.082Z" }, - { url = "https://files.pythonhosted.org/packages/f9/3f/d9dd692199e3b3aab2e4e4dd948abd0f790d9ded8cd10cbaae276a898434/tomli-2.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:73ee0b47d4dad1c5e996e3cd33b8a76a50167ae5f96a2607cbe8cc773506ab22", size = 148796, upload-time = "2025-10-08T22:01:10.266Z" }, - { url = "https://files.pythonhosted.org/packages/60/83/59bff4996c2cf9f9387a0f5a3394629c7efa5ef16142076a23a90f1955fa/tomli-2.3.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:792262b94d5d0a466afb5bc63c7daa9d75520110971ee269152083270998316f", size = 242121, upload-time = "2025-10-08T22:01:11.332Z" }, - { url = "https://files.pythonhosted.org/packages/45/e5/7c5119ff39de8693d6baab6c0b6dcb556d192c165596e9fc231ea1052041/tomli-2.3.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4f195fe57ecceac95a66a75ac24d9d5fbc98ef0962e09b2eddec5d39375aae52", size = 250070, upload-time = "2025-10-08T22:01:12.498Z" }, - { url = "https://files.pythonhosted.org/packages/45/12/ad5126d3a278f27e6701abde51d342aa78d06e27ce2bb596a01f7709a5a2/tomli-2.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e31d432427dcbf4d86958c184b9bfd1e96b5b71f8eb17e6d02531f434fd335b8", size = 245859, upload-time = "2025-10-08T22:01:13.551Z" }, - { url = "https://files.pythonhosted.org/packages/fb/a1/4d6865da6a71c603cfe6ad0e6556c73c76548557a8d658f9e3b142df245f/tomli-2.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:7b0882799624980785240ab732537fcfc372601015c00f7fc367c55308c186f6", size = 250296, upload-time = "2025-10-08T22:01:14.614Z" }, - { url = "https://files.pythonhosted.org/packages/a0/b7/a7a7042715d55c9ba6e8b196d65d2cb662578b4d8cd17d882d45322b0d78/tomli-2.3.0-cp312-cp312-win32.whl", hash = "sha256:ff72b71b5d10d22ecb084d345fc26f42b5143c5533db5e2eaba7d2d335358876", size = 97124, upload-time = "2025-10-08T22:01:15.629Z" }, - { url = "https://files.pythonhosted.org/packages/06/1e/f22f100db15a68b520664eb3328fb0ae4e90530887928558112c8d1f4515/tomli-2.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:1cb4ed918939151a03f33d4242ccd0aa5f11b3547d0cf30f7c74a408a5b99878", size = 107698, upload-time = "2025-10-08T22:01:16.51Z" }, - { url = "https://files.pythonhosted.org/packages/89/48/06ee6eabe4fdd9ecd48bf488f4ac783844fd777f547b8d1b61c11939974e/tomli-2.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5192f562738228945d7b13d4930baffda67b69425a7f0da96d360b0a3888136b", size = 154819, upload-time = "2025-10-08T22:01:17.964Z" }, - { url = "https://files.pythonhosted.org/packages/f1/01/88793757d54d8937015c75dcdfb673c65471945f6be98e6a0410fba167ed/tomli-2.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:be71c93a63d738597996be9528f4abe628d1adf5e6eb11607bc8fe1a510b5dae", size = 148766, upload-time = "2025-10-08T22:01:18.959Z" }, - { url = "https://files.pythonhosted.org/packages/42/17/5e2c956f0144b812e7e107f94f1cc54af734eb17b5191c0bbfb72de5e93e/tomli-2.3.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c4665508bcbac83a31ff8ab08f424b665200c0e1e645d2bd9ab3d3e557b6185b", size = 240771, upload-time = "2025-10-08T22:01:20.106Z" }, - { url = "https://files.pythonhosted.org/packages/d5/f4/0fbd014909748706c01d16824eadb0307115f9562a15cbb012cd9b3512c5/tomli-2.3.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4021923f97266babc6ccab9f5068642a0095faa0a51a246a6a02fccbb3514eaf", size = 248586, upload-time = "2025-10-08T22:01:21.164Z" }, - { url = "https://files.pythonhosted.org/packages/30/77/fed85e114bde5e81ecf9bc5da0cc69f2914b38f4708c80ae67d0c10180c5/tomli-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a4ea38c40145a357d513bffad0ed869f13c1773716cf71ccaa83b0fa0cc4e42f", size = 244792, upload-time = "2025-10-08T22:01:22.417Z" }, - { url = "https://files.pythonhosted.org/packages/55/92/afed3d497f7c186dc71e6ee6d4fcb0acfa5f7d0a1a2878f8beae379ae0cc/tomli-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ad805ea85eda330dbad64c7ea7a4556259665bdf9d2672f5dccc740eb9d3ca05", size = 248909, upload-time = "2025-10-08T22:01:23.859Z" }, - { url = "https://files.pythonhosted.org/packages/f8/84/ef50c51b5a9472e7265ce1ffc7f24cd4023d289e109f669bdb1553f6a7c2/tomli-2.3.0-cp313-cp313-win32.whl", hash = "sha256:97d5eec30149fd3294270e889b4234023f2c69747e555a27bd708828353ab606", size = 96946, upload-time = "2025-10-08T22:01:24.893Z" }, - { url = "https://files.pythonhosted.org/packages/b2/b7/718cd1da0884f281f95ccfa3a6cc572d30053cba64603f79d431d3c9b61b/tomli-2.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:0c95ca56fbe89e065c6ead5b593ee64b84a26fca063b5d71a1122bf26e533999", size = 107705, upload-time = "2025-10-08T22:01:26.153Z" }, - { url = "https://files.pythonhosted.org/packages/19/94/aeafa14a52e16163008060506fcb6aa1949d13548d13752171a755c65611/tomli-2.3.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:cebc6fe843e0733ee827a282aca4999b596241195f43b4cc371d64fc6639da9e", size = 154244, upload-time = "2025-10-08T22:01:27.06Z" }, - { url = "https://files.pythonhosted.org/packages/db/e4/1e58409aa78eefa47ccd19779fc6f36787edbe7d4cd330eeeedb33a4515b/tomli-2.3.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:4c2ef0244c75aba9355561272009d934953817c49f47d768070c3c94355c2aa3", size = 148637, upload-time = "2025-10-08T22:01:28.059Z" }, - { url = "https://files.pythonhosted.org/packages/26/b6/d1eccb62f665e44359226811064596dd6a366ea1f985839c566cd61525ae/tomli-2.3.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c22a8bf253bacc0cf11f35ad9808b6cb75ada2631c2d97c971122583b129afbc", size = 241925, upload-time = "2025-10-08T22:01:29.066Z" }, - { url = "https://files.pythonhosted.org/packages/70/91/7cdab9a03e6d3d2bb11beae108da5bdc1c34bdeb06e21163482544ddcc90/tomli-2.3.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0eea8cc5c5e9f89c9b90c4896a8deefc74f518db5927d0e0e8d4a80953d774d0", size = 249045, upload-time = "2025-10-08T22:01:31.98Z" }, - { url = "https://files.pythonhosted.org/packages/15/1b/8c26874ed1f6e4f1fcfeb868db8a794cbe9f227299402db58cfcc858766c/tomli-2.3.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b74a0e59ec5d15127acdabd75ea17726ac4c5178ae51b85bfe39c4f8a278e879", size = 245835, upload-time = "2025-10-08T22:01:32.989Z" }, - { url = "https://files.pythonhosted.org/packages/fd/42/8e3c6a9a4b1a1360c1a2a39f0b972cef2cc9ebd56025168c4137192a9321/tomli-2.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b5870b50c9db823c595983571d1296a6ff3e1b88f734a4c8f6fc6188397de005", size = 253109, upload-time = "2025-10-08T22:01:34.052Z" }, - { url = "https://files.pythonhosted.org/packages/22/0c/b4da635000a71b5f80130937eeac12e686eefb376b8dee113b4a582bba42/tomli-2.3.0-cp314-cp314-win32.whl", hash = "sha256:feb0dacc61170ed7ab602d3d972a58f14ee3ee60494292d384649a3dc38ef463", size = 97930, upload-time = "2025-10-08T22:01:35.082Z" }, - { url = "https://files.pythonhosted.org/packages/b9/74/cb1abc870a418ae99cd5c9547d6bce30701a954e0e721821df483ef7223c/tomli-2.3.0-cp314-cp314-win_amd64.whl", hash = "sha256:b273fcbd7fc64dc3600c098e39136522650c49bca95df2d11cf3b626422392c8", size = 107964, upload-time = "2025-10-08T22:01:36.057Z" }, - { url = "https://files.pythonhosted.org/packages/54/78/5c46fff6432a712af9f792944f4fcd7067d8823157949f4e40c56b8b3c83/tomli-2.3.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:940d56ee0410fa17ee1f12b817b37a4d4e4dc4d27340863cc67236c74f582e77", size = 163065, upload-time = "2025-10-08T22:01:37.27Z" }, - { url = "https://files.pythonhosted.org/packages/39/67/f85d9bd23182f45eca8939cd2bc7050e1f90c41f4a2ecbbd5963a1d1c486/tomli-2.3.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:f85209946d1fe94416debbb88d00eb92ce9cd5266775424ff81bc959e001acaf", size = 159088, upload-time = "2025-10-08T22:01:38.235Z" }, - { url = "https://files.pythonhosted.org/packages/26/5a/4b546a0405b9cc0659b399f12b6adb750757baf04250b148d3c5059fc4eb/tomli-2.3.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a56212bdcce682e56b0aaf79e869ba5d15a6163f88d5451cbde388d48b13f530", size = 268193, upload-time = "2025-10-08T22:01:39.712Z" }, - { url = "https://files.pythonhosted.org/packages/42/4f/2c12a72ae22cf7b59a7fe75b3465b7aba40ea9145d026ba41cb382075b0e/tomli-2.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c5f3ffd1e098dfc032d4d3af5c0ac64f6d286d98bc148698356847b80fa4de1b", size = 275488, upload-time = "2025-10-08T22:01:40.773Z" }, - { url = "https://files.pythonhosted.org/packages/92/04/a038d65dbe160c3aa5a624e93ad98111090f6804027d474ba9c37c8ae186/tomli-2.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5e01decd096b1530d97d5d85cb4dff4af2d8347bd35686654a004f8dea20fc67", size = 272669, upload-time = "2025-10-08T22:01:41.824Z" }, - { url = "https://files.pythonhosted.org/packages/be/2f/8b7c60a9d1612a7cbc39ffcca4f21a73bf368a80fc25bccf8253e2563267/tomli-2.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:8a35dd0e643bb2610f156cca8db95d213a90015c11fee76c946aa62b7ae7e02f", size = 279709, upload-time = "2025-10-08T22:01:43.177Z" }, - { url = "https://files.pythonhosted.org/packages/7e/46/cc36c679f09f27ded940281c38607716c86cf8ba4a518d524e349c8b4874/tomli-2.3.0-cp314-cp314t-win32.whl", hash = "sha256:a1f7f282fe248311650081faafa5f4732bdbfef5d45fe3f2e702fbc6f2d496e0", size = 107563, upload-time = "2025-10-08T22:01:44.233Z" }, - { url = "https://files.pythonhosted.org/packages/84/ff/426ca8683cf7b753614480484f6437f568fd2fda2edbdf57a2d3d8b27a0b/tomli-2.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:70a251f8d4ba2d9ac2542eecf008b3c8a9fc5c3f9f02c56a9d7952612be2fdba", size = 119756, upload-time = "2025-10-08T22:01:45.234Z" }, - { url = "https://files.pythonhosted.org/packages/77/b8/0135fadc89e73be292b473cb820b4f5a08197779206b33191e801feeae40/tomli-2.3.0-py3-none-any.whl", hash = "sha256:e95b1af3c5b07d9e643909b5abbec77cd9f1217e6d0bca72b0234736b9fb1f1b", size = 14408, upload-time = "2025-10-08T22:01:46.04Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/52/ed/3f73f72945444548f33eba9a87fc7a6e969915e7b1acc8260b30e1f76a2f/tomli-2.3.0.tar.gz", hash = "sha256:64be704a875d2a59753d80ee8a533c3fe183e3f06807ff7dc2232938ccb01549", size = 17392 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/b3/2e/299f62b401438d5fe1624119c723f5d877acc86a4c2492da405626665f12/tomli-2.3.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:88bd15eb972f3664f5ed4b57c1634a97153b4bac4479dcb6a495f41921eb7f45", size = 153236 }, + { url = "https://files.pythonhosted.org/packages/86/7f/d8fffe6a7aefdb61bced88fcb5e280cfd71e08939da5894161bd71bea022/tomli-2.3.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:883b1c0d6398a6a9d29b508c331fa56adbcdff647f6ace4dfca0f50e90dfd0ba", size = 148084 }, + { url = "https://files.pythonhosted.org/packages/47/5c/24935fb6a2ee63e86d80e4d3b58b222dafaf438c416752c8b58537c8b89a/tomli-2.3.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d1381caf13ab9f300e30dd8feadb3de072aeb86f1d34a8569453ff32a7dea4bf", size = 234832 }, + { url = "https://files.pythonhosted.org/packages/89/da/75dfd804fc11e6612846758a23f13271b76d577e299592b4371a4ca4cd09/tomli-2.3.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:a0e285d2649b78c0d9027570d4da3425bdb49830a6156121360b3f8511ea3441", size = 242052 }, + { url = "https://files.pythonhosted.org/packages/70/8c/f48ac899f7b3ca7eb13af73bacbc93aec37f9c954df3c08ad96991c8c373/tomli-2.3.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:0a154a9ae14bfcf5d8917a59b51ffd5a3ac1fd149b71b47a3a104ca4edcfa845", size = 239555 }, + { url = "https://files.pythonhosted.org/packages/ba/28/72f8afd73f1d0e7829bfc093f4cb98ce0a40ffc0cc997009ee1ed94ba705/tomli-2.3.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:74bf8464ff93e413514fefd2be591c3b0b23231a77f901db1eb30d6f712fc42c", size = 245128 }, + { url = "https://files.pythonhosted.org/packages/b6/eb/a7679c8ac85208706d27436e8d421dfa39d4c914dcf5fa8083a9305f58d9/tomli-2.3.0-cp311-cp311-win32.whl", hash = "sha256:00b5f5d95bbfc7d12f91ad8c593a1659b6387b43f054104cda404be6bda62456", size = 96445 }, + { url = "https://files.pythonhosted.org/packages/0a/fe/3d3420c4cb1ad9cb462fb52967080575f15898da97e21cb6f1361d505383/tomli-2.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:4dc4ce8483a5d429ab602f111a93a6ab1ed425eae3122032db7e9acf449451be", size = 107165 }, + { url = "https://files.pythonhosted.org/packages/ff/b7/40f36368fcabc518bb11c8f06379a0fd631985046c038aca08c6d6a43c6e/tomli-2.3.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:d7d86942e56ded512a594786a5ba0a5e521d02529b3826e7761a05138341a2ac", size = 154891 }, + { url = "https://files.pythonhosted.org/packages/f9/3f/d9dd692199e3b3aab2e4e4dd948abd0f790d9ded8cd10cbaae276a898434/tomli-2.3.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:73ee0b47d4dad1c5e996e3cd33b8a76a50167ae5f96a2607cbe8cc773506ab22", size = 148796 }, + { url = "https://files.pythonhosted.org/packages/60/83/59bff4996c2cf9f9387a0f5a3394629c7efa5ef16142076a23a90f1955fa/tomli-2.3.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:792262b94d5d0a466afb5bc63c7daa9d75520110971ee269152083270998316f", size = 242121 }, + { url = "https://files.pythonhosted.org/packages/45/e5/7c5119ff39de8693d6baab6c0b6dcb556d192c165596e9fc231ea1052041/tomli-2.3.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4f195fe57ecceac95a66a75ac24d9d5fbc98ef0962e09b2eddec5d39375aae52", size = 250070 }, + { url = "https://files.pythonhosted.org/packages/45/12/ad5126d3a278f27e6701abde51d342aa78d06e27ce2bb596a01f7709a5a2/tomli-2.3.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:e31d432427dcbf4d86958c184b9bfd1e96b5b71f8eb17e6d02531f434fd335b8", size = 245859 }, + { url = "https://files.pythonhosted.org/packages/fb/a1/4d6865da6a71c603cfe6ad0e6556c73c76548557a8d658f9e3b142df245f/tomli-2.3.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:7b0882799624980785240ab732537fcfc372601015c00f7fc367c55308c186f6", size = 250296 }, + { url = "https://files.pythonhosted.org/packages/a0/b7/a7a7042715d55c9ba6e8b196d65d2cb662578b4d8cd17d882d45322b0d78/tomli-2.3.0-cp312-cp312-win32.whl", hash = "sha256:ff72b71b5d10d22ecb084d345fc26f42b5143c5533db5e2eaba7d2d335358876", size = 97124 }, + { url = "https://files.pythonhosted.org/packages/06/1e/f22f100db15a68b520664eb3328fb0ae4e90530887928558112c8d1f4515/tomli-2.3.0-cp312-cp312-win_amd64.whl", hash = "sha256:1cb4ed918939151a03f33d4242ccd0aa5f11b3547d0cf30f7c74a408a5b99878", size = 107698 }, + { url = "https://files.pythonhosted.org/packages/89/48/06ee6eabe4fdd9ecd48bf488f4ac783844fd777f547b8d1b61c11939974e/tomli-2.3.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5192f562738228945d7b13d4930baffda67b69425a7f0da96d360b0a3888136b", size = 154819 }, + { url = "https://files.pythonhosted.org/packages/f1/01/88793757d54d8937015c75dcdfb673c65471945f6be98e6a0410fba167ed/tomli-2.3.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:be71c93a63d738597996be9528f4abe628d1adf5e6eb11607bc8fe1a510b5dae", size = 148766 }, + { url = "https://files.pythonhosted.org/packages/42/17/5e2c956f0144b812e7e107f94f1cc54af734eb17b5191c0bbfb72de5e93e/tomli-2.3.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c4665508bcbac83a31ff8ab08f424b665200c0e1e645d2bd9ab3d3e557b6185b", size = 240771 }, + { url = "https://files.pythonhosted.org/packages/d5/f4/0fbd014909748706c01d16824eadb0307115f9562a15cbb012cd9b3512c5/tomli-2.3.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4021923f97266babc6ccab9f5068642a0095faa0a51a246a6a02fccbb3514eaf", size = 248586 }, + { url = "https://files.pythonhosted.org/packages/30/77/fed85e114bde5e81ecf9bc5da0cc69f2914b38f4708c80ae67d0c10180c5/tomli-2.3.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:a4ea38c40145a357d513bffad0ed869f13c1773716cf71ccaa83b0fa0cc4e42f", size = 244792 }, + { url = "https://files.pythonhosted.org/packages/55/92/afed3d497f7c186dc71e6ee6d4fcb0acfa5f7d0a1a2878f8beae379ae0cc/tomli-2.3.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:ad805ea85eda330dbad64c7ea7a4556259665bdf9d2672f5dccc740eb9d3ca05", size = 248909 }, + { url = "https://files.pythonhosted.org/packages/f8/84/ef50c51b5a9472e7265ce1ffc7f24cd4023d289e109f669bdb1553f6a7c2/tomli-2.3.0-cp313-cp313-win32.whl", hash = "sha256:97d5eec30149fd3294270e889b4234023f2c69747e555a27bd708828353ab606", size = 96946 }, + { url = "https://files.pythonhosted.org/packages/b2/b7/718cd1da0884f281f95ccfa3a6cc572d30053cba64603f79d431d3c9b61b/tomli-2.3.0-cp313-cp313-win_amd64.whl", hash = "sha256:0c95ca56fbe89e065c6ead5b593ee64b84a26fca063b5d71a1122bf26e533999", size = 107705 }, + { url = "https://files.pythonhosted.org/packages/19/94/aeafa14a52e16163008060506fcb6aa1949d13548d13752171a755c65611/tomli-2.3.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:cebc6fe843e0733ee827a282aca4999b596241195f43b4cc371d64fc6639da9e", size = 154244 }, + { url = "https://files.pythonhosted.org/packages/db/e4/1e58409aa78eefa47ccd19779fc6f36787edbe7d4cd330eeeedb33a4515b/tomli-2.3.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:4c2ef0244c75aba9355561272009d934953817c49f47d768070c3c94355c2aa3", size = 148637 }, + { url = "https://files.pythonhosted.org/packages/26/b6/d1eccb62f665e44359226811064596dd6a366ea1f985839c566cd61525ae/tomli-2.3.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c22a8bf253bacc0cf11f35ad9808b6cb75ada2631c2d97c971122583b129afbc", size = 241925 }, + { url = "https://files.pythonhosted.org/packages/70/91/7cdab9a03e6d3d2bb11beae108da5bdc1c34bdeb06e21163482544ddcc90/tomli-2.3.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0eea8cc5c5e9f89c9b90c4896a8deefc74f518db5927d0e0e8d4a80953d774d0", size = 249045 }, + { url = "https://files.pythonhosted.org/packages/15/1b/8c26874ed1f6e4f1fcfeb868db8a794cbe9f227299402db58cfcc858766c/tomli-2.3.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:b74a0e59ec5d15127acdabd75ea17726ac4c5178ae51b85bfe39c4f8a278e879", size = 245835 }, + { url = "https://files.pythonhosted.org/packages/fd/42/8e3c6a9a4b1a1360c1a2a39f0b972cef2cc9ebd56025168c4137192a9321/tomli-2.3.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:b5870b50c9db823c595983571d1296a6ff3e1b88f734a4c8f6fc6188397de005", size = 253109 }, + { url = "https://files.pythonhosted.org/packages/22/0c/b4da635000a71b5f80130937eeac12e686eefb376b8dee113b4a582bba42/tomli-2.3.0-cp314-cp314-win32.whl", hash = "sha256:feb0dacc61170ed7ab602d3d972a58f14ee3ee60494292d384649a3dc38ef463", size = 97930 }, + { url = "https://files.pythonhosted.org/packages/b9/74/cb1abc870a418ae99cd5c9547d6bce30701a954e0e721821df483ef7223c/tomli-2.3.0-cp314-cp314-win_amd64.whl", hash = "sha256:b273fcbd7fc64dc3600c098e39136522650c49bca95df2d11cf3b626422392c8", size = 107964 }, + { url = "https://files.pythonhosted.org/packages/54/78/5c46fff6432a712af9f792944f4fcd7067d8823157949f4e40c56b8b3c83/tomli-2.3.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:940d56ee0410fa17ee1f12b817b37a4d4e4dc4d27340863cc67236c74f582e77", size = 163065 }, + { url = "https://files.pythonhosted.org/packages/39/67/f85d9bd23182f45eca8939cd2bc7050e1f90c41f4a2ecbbd5963a1d1c486/tomli-2.3.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:f85209946d1fe94416debbb88d00eb92ce9cd5266775424ff81bc959e001acaf", size = 159088 }, + { url = "https://files.pythonhosted.org/packages/26/5a/4b546a0405b9cc0659b399f12b6adb750757baf04250b148d3c5059fc4eb/tomli-2.3.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a56212bdcce682e56b0aaf79e869ba5d15a6163f88d5451cbde388d48b13f530", size = 268193 }, + { url = "https://files.pythonhosted.org/packages/42/4f/2c12a72ae22cf7b59a7fe75b3465b7aba40ea9145d026ba41cb382075b0e/tomli-2.3.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:c5f3ffd1e098dfc032d4d3af5c0ac64f6d286d98bc148698356847b80fa4de1b", size = 275488 }, + { url = "https://files.pythonhosted.org/packages/92/04/a038d65dbe160c3aa5a624e93ad98111090f6804027d474ba9c37c8ae186/tomli-2.3.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:5e01decd096b1530d97d5d85cb4dff4af2d8347bd35686654a004f8dea20fc67", size = 272669 }, + { url = "https://files.pythonhosted.org/packages/be/2f/8b7c60a9d1612a7cbc39ffcca4f21a73bf368a80fc25bccf8253e2563267/tomli-2.3.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:8a35dd0e643bb2610f156cca8db95d213a90015c11fee76c946aa62b7ae7e02f", size = 279709 }, + { url = "https://files.pythonhosted.org/packages/7e/46/cc36c679f09f27ded940281c38607716c86cf8ba4a518d524e349c8b4874/tomli-2.3.0-cp314-cp314t-win32.whl", hash = "sha256:a1f7f282fe248311650081faafa5f4732bdbfef5d45fe3f2e702fbc6f2d496e0", size = 107563 }, + { url = "https://files.pythonhosted.org/packages/84/ff/426ca8683cf7b753614480484f6437f568fd2fda2edbdf57a2d3d8b27a0b/tomli-2.3.0-cp314-cp314t-win_amd64.whl", hash = "sha256:70a251f8d4ba2d9ac2542eecf008b3c8a9fc5c3f9f02c56a9d7952612be2fdba", size = 119756 }, + { url = "https://files.pythonhosted.org/packages/77/b8/0135fadc89e73be292b473cb820b4f5a08197779206b33191e801feeae40/tomli-2.3.0-py3-none-any.whl", hash = "sha256:e95b1af3c5b07d9e643909b5abbec77cd9f1217e6d0bca72b0234736b9fb1f1b", size = 14408 }, ] [[package]] name = "tomli-w" version = "1.2.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/19/75/241269d1da26b624c0d5e110e8149093c759b7a286138f4efd61a60e75fe/tomli_w-1.2.0.tar.gz", hash = "sha256:2dd14fac5a47c27be9cd4c976af5a12d87fb1f0b4512f81d69cce3b35ae25021", size = 7184, upload-time = "2025-01-15T12:07:24.262Z" } +sdist = { url = "https://files.pythonhosted.org/packages/19/75/241269d1da26b624c0d5e110e8149093c759b7a286138f4efd61a60e75fe/tomli_w-1.2.0.tar.gz", hash = "sha256:2dd14fac5a47c27be9cd4c976af5a12d87fb1f0b4512f81d69cce3b35ae25021", size = 7184 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c7/18/c86eb8e0202e32dd3df50d43d7ff9854f8e0603945ff398974c1d91ac1ef/tomli_w-1.2.0-py3-none-any.whl", hash = "sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90", size = 6675, upload-time = "2025-01-15T12:07:22.074Z" }, + { url = "https://files.pythonhosted.org/packages/c7/18/c86eb8e0202e32dd3df50d43d7ff9854f8e0603945ff398974c1d91ac1ef/tomli_w-1.2.0-py3-none-any.whl", hash = "sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90", size = 6675 }, ] [[package]] @@ -6021,9 +6009,9 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "colorama", marker = "sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/a8/4b/29b4ef32e036bb34e4ab51796dd745cdba7ed47ad142a9f4a1eb8e0c744d/tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2", size = 169737, upload-time = "2024-11-24T20:12:22.481Z" } +sdist = { url = "https://files.pythonhosted.org/packages/a8/4b/29b4ef32e036bb34e4ab51796dd745cdba7ed47ad142a9f4a1eb8e0c744d/tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2", size = 169737 } wheels = [ - { url = "https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2", size = 78540, upload-time = "2024-11-24T20:12:19.698Z" }, + { url = "https://files.pythonhosted.org/packages/d0/30/dc54f88dd4a2b5dc8a0279bdd7270e735851848b762aeb1c1184ed1f6b14/tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2", size = 78540 }, ] [[package]] @@ -6034,9 +6022,9 @@ dependencies = [ { name = "click", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/8e/45/81b94a52caed434b94da65729c03ad0fb7665fab0f7db9ee54c94e541403/typer_slim-0.20.0.tar.gz", hash = "sha256:9fc6607b3c6c20f5c33ea9590cbeb17848667c51feee27d9e314a579ab07d1a3", size = 106561, upload-time = "2025-10-20T17:03:46.642Z" } +sdist = { url = "https://files.pythonhosted.org/packages/8e/45/81b94a52caed434b94da65729c03ad0fb7665fab0f7db9ee54c94e541403/typer_slim-0.20.0.tar.gz", hash = "sha256:9fc6607b3c6c20f5c33ea9590cbeb17848667c51feee27d9e314a579ab07d1a3", size = 106561 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5e/dd/5cbf31f402f1cc0ab087c94d4669cfa55bd1e818688b910631e131d74e75/typer_slim-0.20.0-py3-none-any.whl", hash = "sha256:f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d", size = 47087, upload-time = "2025-10-20T17:03:44.546Z" }, + { url = "https://files.pythonhosted.org/packages/5e/dd/5cbf31f402f1cc0ab087c94d4669cfa55bd1e818688b910631e131d74e75/typer_slim-0.20.0-py3-none-any.whl", hash = "sha256:f42a9b7571a12b97dddf364745d29f12221865acef7a2680065f9bb29c7dc89d", size = 47087 }, ] [[package]] @@ -6046,18 +6034,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "urllib3", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/36/27/489922f4505975b11de2b5ad07b4fe1dca0bca9be81a703f26c5f3acfce5/types_requests-2.32.4.20250913.tar.gz", hash = "sha256:abd6d4f9ce3a9383f269775a9835a4c24e5cd6b9f647d64f88aa4613c33def5d", size = 23113, upload-time = "2025-09-13T02:40:02.309Z" } +sdist = { url = "https://files.pythonhosted.org/packages/36/27/489922f4505975b11de2b5ad07b4fe1dca0bca9be81a703f26c5f3acfce5/types_requests-2.32.4.20250913.tar.gz", hash = "sha256:abd6d4f9ce3a9383f269775a9835a4c24e5cd6b9f647d64f88aa4613c33def5d", size = 23113 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2a/20/9a227ea57c1285986c4cf78400d0a91615d25b24e257fd9e2969606bdfae/types_requests-2.32.4.20250913-py3-none-any.whl", hash = "sha256:78c9c1fffebbe0fa487a418e0fa5252017e9c60d1a2da394077f1780f655d7e1", size = 20658, upload-time = "2025-09-13T02:40:01.115Z" }, + { url = "https://files.pythonhosted.org/packages/2a/20/9a227ea57c1285986c4cf78400d0a91615d25b24e257fd9e2969606bdfae/types_requests-2.32.4.20250913-py3-none-any.whl", hash = "sha256:78c9c1fffebbe0fa487a418e0fa5252017e9c60d1a2da394077f1780f655d7e1", size = 20658 }, ] [[package]] name = "typing-extensions" version = "4.15.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/72/94/1a15dd82efb362ac84269196e94cf00f187f7ed21c242792a923cdb1c61f/typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466", size = 109391, upload-time = "2025-08-25T13:49:26.313Z" } +sdist = { url = "https://files.pythonhosted.org/packages/72/94/1a15dd82efb362ac84269196e94cf00f187f7ed21c242792a923cdb1c61f/typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466", size = 109391 } wheels = [ - { url = "https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548", size = 44614, upload-time = "2025-08-25T13:49:24.86Z" }, + { url = "https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548", size = 44614 }, ] [[package]] @@ -6067,18 +6055,18 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "typing-extensions", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/55/e3/70399cb7dd41c10ac53367ae42139cf4b1ca5f36bb3dc6c9d33acdb43655/typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464", size = 75949, upload-time = "2025-10-01T02:14:41.687Z" } +sdist = { url = "https://files.pythonhosted.org/packages/55/e3/70399cb7dd41c10ac53367ae42139cf4b1ca5f36bb3dc6c9d33acdb43655/typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464", size = 75949 } wheels = [ - { url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611, upload-time = "2025-10-01T02:14:40.154Z" }, + { url = "https://files.pythonhosted.org/packages/dc/9b/47798a6c91d8bdb567fe2698fe81e0c6b7cb7ef4d13da4114b41d239f65d/typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7", size = 14611 }, ] [[package]] name = "tzdata" version = "2025.2" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/95/32/1a225d6164441be760d75c2c42e2780dc0873fe382da3e98a2e1e48361e5/tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9", size = 196380, upload-time = "2025-03-23T13:54:43.652Z" } +sdist = { url = "https://files.pythonhosted.org/packages/95/32/1a225d6164441be760d75c2c42e2780dc0873fe382da3e98a2e1e48361e5/tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9", size = 196380 } wheels = [ - { url = "https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8", size = 347839, upload-time = "2025-03-23T13:54:41.845Z" }, + { url = "https://files.pythonhosted.org/packages/5c/23/c7abc0ca0a1526a0774eca151daeb8de62ec457e77262b66b359c3c7679e/tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8", size = 347839 }, ] [[package]] @@ -6088,44 +6076,44 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "tzdata", marker = "sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/8b/2e/c14812d3d4d9cd1773c6be938f89e5735a1f11a9f184ac3639b93cef35d5/tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd", size = 30761, upload-time = "2025-03-05T21:17:41.549Z" } +sdist = { url = "https://files.pythonhosted.org/packages/8b/2e/c14812d3d4d9cd1773c6be938f89e5735a1f11a9f184ac3639b93cef35d5/tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd", size = 30761 } wheels = [ - { url = "https://files.pythonhosted.org/packages/c2/14/e2a54fabd4f08cd7af1c07030603c3356b74da07f7cc056e600436edfa17/tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d", size = 18026, upload-time = "2025-03-05T21:17:39.857Z" }, + { url = "https://files.pythonhosted.org/packages/c2/14/e2a54fabd4f08cd7af1c07030603c3356b74da07f7cc056e600436edfa17/tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d", size = 18026 }, ] [[package]] name = "urllib3" version = "2.5.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/15/22/9ee70a2574a4f4599c47dd506532914ce044817c7752a79b6a51286319bc/urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760", size = 393185, upload-time = "2025-06-18T14:07:41.644Z" } +sdist = { url = "https://files.pythonhosted.org/packages/15/22/9ee70a2574a4f4599c47dd506532914ce044817c7752a79b6a51286319bc/urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760", size = 393185 } wheels = [ - { url = "https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc", size = 129795, upload-time = "2025-06-18T14:07:40.39Z" }, + { url = "https://files.pythonhosted.org/packages/a7/c2/fe1e52489ae3122415c51f387e221dd0773709bad6c6cdaa599e8a2c5185/urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc", size = 129795 }, ] [[package]] name = "uv" version = "0.8.24" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/30/a3/ccb253bb014987c998398b1cc86a4d5a07d091c885b17535e6b00546c0ea/uv-0.8.24.tar.gz", hash = "sha256:34349d22278fff4b5fb37d58fd4fb8c10d75dc7a0cbec80a8cb34bfbf7cb00d5", size = 3668752, upload-time = "2025-10-07T03:34:19.944Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/52/fe/29bf6822cab74ef4f636ee7baff542ef60747085e7ccb8f83a3503e1b79d/uv-0.8.24-py3-none-linux_armv6l.whl", hash = "sha256:5a373ee953f341306c70028131a700c42ddef9848829e1b58f4cd62364824546", size = 20578081, upload-time = "2025-10-07T03:33:16.174Z" }, - { url = "https://files.pythonhosted.org/packages/17/d6/26702561b06650efe7eb36008e7a93e877cd51a9bb54141cc159113b37b1/uv-0.8.24-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:1cd064933beb3c7392a8dc88d903be809b70612c563e2d659a96d505cac1daf5", size = 19584945, upload-time = "2025-10-07T03:33:21.151Z" }, - { url = "https://files.pythonhosted.org/packages/ea/00/08f4e93989129bb3378f20315dddcac6f8cf26a12bdd90443a340e7ecdb4/uv-0.8.24-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a2bd708a545c1c21d7be8575f4cff00d0cff26be13fc81e3f7e54b8751fb90c0", size = 18187983, upload-time = "2025-10-07T03:33:24.533Z" }, - { url = "https://files.pythonhosted.org/packages/5c/8f/3fce919d6794c6c3ecfc948d875ead078fc407346dd01dbbd5a64b46bf49/uv-0.8.24-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:8595ca23e4f0b8ea934a29f8080578cd197ada22931b358498e9445ddd2bac5c", size = 19984225, upload-time = "2025-10-07T03:33:29.237Z" }, - { url = "https://files.pythonhosted.org/packages/40/4d/e320ba9573a07942ddfd0c895f9567253edc5eb2b42689dd95ec40e087db/uv-0.8.24-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4f33083111a9cebd1eb2a53225250a51eb9652a79a1cd3bade14a3b52d217bf3", size = 20193175, upload-time = "2025-10-07T03:33:33.045Z" }, - { url = "https://files.pythonhosted.org/packages/c7/75/915a605a67d5b00502e28dd8d221f08a1cb3bd006cd6e0485c29a55f2e83/uv-0.8.24-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d4dce6ddc7de84a205ec411a042eaa94324d14fae4f345abf4e4ce74bc804fcf", size = 21051270, upload-time = "2025-10-07T03:33:36.353Z" }, - { url = "https://files.pythonhosted.org/packages/4a/af/0efe560170533fb932239dfc0e2bf3be9e854bc564143a9bf06bd303d43b/uv-0.8.24-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:fa00f8f05468f827f6f7eda1c4b47abbe16147ea04e10ba9cdf39b5d9a6f0227", size = 22550404, upload-time = "2025-10-07T03:33:40.246Z" }, - { url = "https://files.pythonhosted.org/packages/f8/3c/cb3ba8ecbabf83b9fd0d0bf01053d78bf1e759ce462ed0956250e8523424/uv-0.8.24-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f884f1336f141cab06a85cd24732fe4dc2a577a6c623be2a0209e0f6fba98aca", size = 22175389, upload-time = "2025-10-07T03:33:43.531Z" }, - { url = "https://files.pythonhosted.org/packages/3f/0a/e89df282539780742b3621c42b48307cab1a86c9ec7b93fba22ee9b83632/uv-0.8.24-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3aeac20d6909bcb54d7976ec6b0492e7613cc23dd4509505e08b931cf29ed384", size = 21281276, upload-time = "2025-10-07T03:33:46.919Z" }, - { url = "https://files.pythonhosted.org/packages/15/91/0cb0e416a8b7cfdc7f15e39d700dc06a9689073206fee4c7bf8f1fd68331/uv-0.8.24-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a75005a146e81ed1bbb0b6e55db18c8ad1e7d714392cdb94a63fa7a3259ad4f", size = 21242977, upload-time = "2025-10-07T03:33:50.231Z" }, - { url = "https://files.pythonhosted.org/packages/01/ea/547fffd3c779fae3e5dfccf64e893eac33126f20454b883b51148e9b8493/uv-0.8.24-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:1143a8c6e59f4600dfc1b96b335c7fa47428246be37ac19b6f6dd1535c385ccd", size = 20107480, upload-time = "2025-10-07T03:33:53.407Z" }, - { url = "https://files.pythonhosted.org/packages/a4/d7/6256cb6b47fed16baa24f85fbc2026cbb24eed4b9bc8c87cd4102bf92c8a/uv-0.8.24-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:17d39a1b32e18ce87ad7038f6d321f1d71ae9e59ac1a10b9d59423d7a7c8c216", size = 21191676, upload-time = "2025-10-07T03:33:56.735Z" }, - { url = "https://files.pythonhosted.org/packages/49/1e/cba6bf21ab9f0f998a44e3257516c451e55b98256aa585295ee3f1157df6/uv-0.8.24-py3-none-musllinux_1_1_armv7l.whl", hash = "sha256:87032d770da97ecba265123aa27f37885a116cc6c3492e9f7b045edf96690ef4", size = 20164806, upload-time = "2025-10-07T03:34:00.037Z" }, - { url = "https://files.pythonhosted.org/packages/23/a8/fd7894621caef02a15283473e9398bcc949232a4c118ed11cfe7600ba969/uv-0.8.24-py3-none-musllinux_1_1_i686.whl", hash = "sha256:17ab3f303d23c04043829b6154f2623a711b76331f199269bcd7df827bb3ea5c", size = 20507984, upload-time = "2025-10-07T03:34:03.337Z" }, - { url = "https://files.pythonhosted.org/packages/2c/b5/e9f1b332c59ea5aac3f1d715700ce670a35bcfe9a92b5c87e2572ce743fe/uv-0.8.24-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:bd1576fe700b064ee0f4f56908dc112b65df4c780ced04fabdf83eb6e3ec7322", size = 21409149, upload-time = "2025-10-07T03:34:06.621Z" }, - { url = "https://files.pythonhosted.org/packages/d4/8e/53d36dbe52c432457307381c5895f0d2f4809decc30991a71b3671f26041/uv-0.8.24-py3-none-win32.whl", hash = "sha256:c0089dacd349d054689da0391f67f655288bb1b4c402a40e6a4599354d22f21d", size = 19343695, upload-time = "2025-10-07T03:34:10.217Z" }, - { url = "https://files.pythonhosted.org/packages/aa/d1/12d251ecd36aea66ddfa1431b61c4782b2905ecbf188bbffd5aee8f5ceef/uv-0.8.24-py3-none-win_amd64.whl", hash = "sha256:59d2527b9afdd89361d057b0c8077fca3212e7335df46532bf9057c6fc5eb9ff", size = 21370118, upload-time = "2025-10-07T03:34:13.72Z" }, - { url = "https://files.pythonhosted.org/packages/65/40/839b2987cf4045c13f4c4946a136797871fd7968f75b7f866978ceea59b8/uv-0.8.24-py3-none-win_arm64.whl", hash = "sha256:712af0dcb2e1522b85e168e10a1dcb9fe5775e81cee632d8a6d7e95054a096f3", size = 19803089, upload-time = "2025-10-07T03:34:17.307Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/30/a3/ccb253bb014987c998398b1cc86a4d5a07d091c885b17535e6b00546c0ea/uv-0.8.24.tar.gz", hash = "sha256:34349d22278fff4b5fb37d58fd4fb8c10d75dc7a0cbec80a8cb34bfbf7cb00d5", size = 3668752 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/52/fe/29bf6822cab74ef4f636ee7baff542ef60747085e7ccb8f83a3503e1b79d/uv-0.8.24-py3-none-linux_armv6l.whl", hash = "sha256:5a373ee953f341306c70028131a700c42ddef9848829e1b58f4cd62364824546", size = 20578081 }, + { url = "https://files.pythonhosted.org/packages/17/d6/26702561b06650efe7eb36008e7a93e877cd51a9bb54141cc159113b37b1/uv-0.8.24-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:1cd064933beb3c7392a8dc88d903be809b70612c563e2d659a96d505cac1daf5", size = 19584945 }, + { url = "https://files.pythonhosted.org/packages/ea/00/08f4e93989129bb3378f20315dddcac6f8cf26a12bdd90443a340e7ecdb4/uv-0.8.24-py3-none-macosx_11_0_arm64.whl", hash = "sha256:a2bd708a545c1c21d7be8575f4cff00d0cff26be13fc81e3f7e54b8751fb90c0", size = 18187983 }, + { url = "https://files.pythonhosted.org/packages/5c/8f/3fce919d6794c6c3ecfc948d875ead078fc407346dd01dbbd5a64b46bf49/uv-0.8.24-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.musllinux_1_1_aarch64.whl", hash = "sha256:8595ca23e4f0b8ea934a29f8080578cd197ada22931b358498e9445ddd2bac5c", size = 19984225 }, + { url = "https://files.pythonhosted.org/packages/40/4d/e320ba9573a07942ddfd0c895f9567253edc5eb2b42689dd95ec40e087db/uv-0.8.24-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:4f33083111a9cebd1eb2a53225250a51eb9652a79a1cd3bade14a3b52d217bf3", size = 20193175 }, + { url = "https://files.pythonhosted.org/packages/c7/75/915a605a67d5b00502e28dd8d221f08a1cb3bd006cd6e0485c29a55f2e83/uv-0.8.24-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d4dce6ddc7de84a205ec411a042eaa94324d14fae4f345abf4e4ce74bc804fcf", size = 21051270 }, + { url = "https://files.pythonhosted.org/packages/4a/af/0efe560170533fb932239dfc0e2bf3be9e854bc564143a9bf06bd303d43b/uv-0.8.24-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:fa00f8f05468f827f6f7eda1c4b47abbe16147ea04e10ba9cdf39b5d9a6f0227", size = 22550404 }, + { url = "https://files.pythonhosted.org/packages/f8/3c/cb3ba8ecbabf83b9fd0d0bf01053d78bf1e759ce462ed0956250e8523424/uv-0.8.24-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:f884f1336f141cab06a85cd24732fe4dc2a577a6c623be2a0209e0f6fba98aca", size = 22175389 }, + { url = "https://files.pythonhosted.org/packages/3f/0a/e89df282539780742b3621c42b48307cab1a86c9ec7b93fba22ee9b83632/uv-0.8.24-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3aeac20d6909bcb54d7976ec6b0492e7613cc23dd4509505e08b931cf29ed384", size = 21281276 }, + { url = "https://files.pythonhosted.org/packages/15/91/0cb0e416a8b7cfdc7f15e39d700dc06a9689073206fee4c7bf8f1fd68331/uv-0.8.24-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0a75005a146e81ed1bbb0b6e55db18c8ad1e7d714392cdb94a63fa7a3259ad4f", size = 21242977 }, + { url = "https://files.pythonhosted.org/packages/01/ea/547fffd3c779fae3e5dfccf64e893eac33126f20454b883b51148e9b8493/uv-0.8.24-py3-none-manylinux_2_28_aarch64.whl", hash = "sha256:1143a8c6e59f4600dfc1b96b335c7fa47428246be37ac19b6f6dd1535c385ccd", size = 20107480 }, + { url = "https://files.pythonhosted.org/packages/a4/d7/6256cb6b47fed16baa24f85fbc2026cbb24eed4b9bc8c87cd4102bf92c8a/uv-0.8.24-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:17d39a1b32e18ce87ad7038f6d321f1d71ae9e59ac1a10b9d59423d7a7c8c216", size = 21191676 }, + { url = "https://files.pythonhosted.org/packages/49/1e/cba6bf21ab9f0f998a44e3257516c451e55b98256aa585295ee3f1157df6/uv-0.8.24-py3-none-musllinux_1_1_armv7l.whl", hash = "sha256:87032d770da97ecba265123aa27f37885a116cc6c3492e9f7b045edf96690ef4", size = 20164806 }, + { url = "https://files.pythonhosted.org/packages/23/a8/fd7894621caef02a15283473e9398bcc949232a4c118ed11cfe7600ba969/uv-0.8.24-py3-none-musllinux_1_1_i686.whl", hash = "sha256:17ab3f303d23c04043829b6154f2623a711b76331f199269bcd7df827bb3ea5c", size = 20507984 }, + { url = "https://files.pythonhosted.org/packages/2c/b5/e9f1b332c59ea5aac3f1d715700ce670a35bcfe9a92b5c87e2572ce743fe/uv-0.8.24-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:bd1576fe700b064ee0f4f56908dc112b65df4c780ced04fabdf83eb6e3ec7322", size = 21409149 }, + { url = "https://files.pythonhosted.org/packages/d4/8e/53d36dbe52c432457307381c5895f0d2f4809decc30991a71b3671f26041/uv-0.8.24-py3-none-win32.whl", hash = "sha256:c0089dacd349d054689da0391f67f655288bb1b4c402a40e6a4599354d22f21d", size = 19343695 }, + { url = "https://files.pythonhosted.org/packages/aa/d1/12d251ecd36aea66ddfa1431b61c4782b2905ecbf188bbffd5aee8f5ceef/uv-0.8.24-py3-none-win_amd64.whl", hash = "sha256:59d2527b9afdd89361d057b0c8077fca3212e7335df46532bf9057c6fc5eb9ff", size = 21370118 }, + { url = "https://files.pythonhosted.org/packages/65/40/839b2987cf4045c13f4c4946a136797871fd7968f75b7f866978ceea59b8/uv-0.8.24-py3-none-win_arm64.whl", hash = "sha256:712af0dcb2e1522b85e168e10a1dcb9fe5775e81cee632d8a6d7e95054a096f3", size = 19803089 }, ] [[package]] @@ -6137,41 +6125,41 @@ dependencies = [ { name = "h11", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/cb/ce/f06b84e2697fef4688ca63bdb2fdf113ca0a3be33f94488f2cadb690b0cf/uvicorn-0.38.0.tar.gz", hash = "sha256:fd97093bdd120a2609fc0d3afe931d4d4ad688b6e75f0f929fde1bc36fe0e91d", size = 80605, upload-time = "2025-10-18T13:46:44.63Z" } +sdist = { url = "https://files.pythonhosted.org/packages/cb/ce/f06b84e2697fef4688ca63bdb2fdf113ca0a3be33f94488f2cadb690b0cf/uvicorn-0.38.0.tar.gz", hash = "sha256:fd97093bdd120a2609fc0d3afe931d4d4ad688b6e75f0f929fde1bc36fe0e91d", size = 80605 } wheels = [ - { url = "https://files.pythonhosted.org/packages/ee/d9/d88e73ca598f4f6ff671fb5fde8a32925c2e08a637303a1d12883c7305fa/uvicorn-0.38.0-py3-none-any.whl", hash = "sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02", size = 68109, upload-time = "2025-10-18T13:46:42.958Z" }, + { url = "https://files.pythonhosted.org/packages/ee/d9/d88e73ca598f4f6ff671fb5fde8a32925c2e08a637303a1d12883c7305fa/uvicorn-0.38.0-py3-none-any.whl", hash = "sha256:48c0afd214ceb59340075b4a052ea1ee91c16fbc2a9b1469cca0e54566977b02", size = 68109 }, ] [[package]] name = "uvloop" version = "0.21.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/af/c0/854216d09d33c543f12a44b393c402e89a920b1a0a7dc634c42de91b9cf6/uvloop-0.21.0.tar.gz", hash = "sha256:3bf12b0fda68447806a7ad847bfa591613177275d35b6724b1ee573faa3704e3", size = 2492741, upload-time = "2024-10-14T23:38:35.489Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/3d/76/44a55515e8c9505aa1420aebacf4dd82552e5e15691654894e90d0bd051a/uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f", size = 1442019, upload-time = "2024-10-14T23:37:20.068Z" }, - { url = "https://files.pythonhosted.org/packages/35/5a/62d5800358a78cc25c8a6c72ef8b10851bdb8cca22e14d9c74167b7f86da/uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d", size = 801898, upload-time = "2024-10-14T23:37:22.663Z" }, - { url = "https://files.pythonhosted.org/packages/f3/96/63695e0ebd7da6c741ccd4489b5947394435e198a1382349c17b1146bb97/uvloop-0.21.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f38b2e090258d051d68a5b14d1da7203a3c3677321cf32a95a6f4db4dd8b6f26", size = 3827735, upload-time = "2024-10-14T23:37:25.129Z" }, - { url = "https://files.pythonhosted.org/packages/61/e0/f0f8ec84979068ffae132c58c79af1de9cceeb664076beea86d941af1a30/uvloop-0.21.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87c43e0f13022b998eb9b973b5e97200c8b90823454d4bc06ab33829e09fb9bb", size = 3825126, upload-time = "2024-10-14T23:37:27.59Z" }, - { url = "https://files.pythonhosted.org/packages/bf/fe/5e94a977d058a54a19df95f12f7161ab6e323ad49f4dabc28822eb2df7ea/uvloop-0.21.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:10d66943def5fcb6e7b37310eb6b5639fd2ccbc38df1177262b0640c3ca68c1f", size = 3705789, upload-time = "2024-10-14T23:37:29.385Z" }, - { url = "https://files.pythonhosted.org/packages/26/dd/c7179618e46092a77e036650c1f056041a028a35c4d76945089fcfc38af8/uvloop-0.21.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:67dd654b8ca23aed0a8e99010b4c34aca62f4b7fce88f39d452ed7622c94845c", size = 3800523, upload-time = "2024-10-14T23:37:32.048Z" }, - { url = "https://files.pythonhosted.org/packages/57/a7/4cf0334105c1160dd6819f3297f8700fda7fc30ab4f61fbf3e725acbc7cc/uvloop-0.21.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c0f3fa6200b3108919f8bdabb9a7f87f20e7097ea3c543754cabc7d717d95cf8", size = 1447410, upload-time = "2024-10-14T23:37:33.612Z" }, - { url = "https://files.pythonhosted.org/packages/8c/7c/1517b0bbc2dbe784b563d6ab54f2ef88c890fdad77232c98ed490aa07132/uvloop-0.21.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0878c2640cf341b269b7e128b1a5fed890adc4455513ca710d77d5e93aa6d6a0", size = 805476, upload-time = "2024-10-14T23:37:36.11Z" }, - { url = "https://files.pythonhosted.org/packages/ee/ea/0bfae1aceb82a503f358d8d2fa126ca9dbdb2ba9c7866974faec1cb5875c/uvloop-0.21.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b9fb766bb57b7388745d8bcc53a359b116b8a04c83a2288069809d2b3466c37e", size = 3960855, upload-time = "2024-10-14T23:37:37.683Z" }, - { url = "https://files.pythonhosted.org/packages/8a/ca/0864176a649838b838f36d44bf31c451597ab363b60dc9e09c9630619d41/uvloop-0.21.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a375441696e2eda1c43c44ccb66e04d61ceeffcd76e4929e527b7fa401b90fb", size = 3973185, upload-time = "2024-10-14T23:37:40.226Z" }, - { url = "https://files.pythonhosted.org/packages/30/bf/08ad29979a936d63787ba47a540de2132169f140d54aa25bc8c3df3e67f4/uvloop-0.21.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:baa0e6291d91649c6ba4ed4b2f982f9fa165b5bbd50a9e203c416a2797bab3c6", size = 3820256, upload-time = "2024-10-14T23:37:42.839Z" }, - { url = "https://files.pythonhosted.org/packages/da/e2/5cf6ef37e3daf2f06e651aae5ea108ad30df3cb269102678b61ebf1fdf42/uvloop-0.21.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4509360fcc4c3bd2c70d87573ad472de40c13387f5fda8cb58350a1d7475e58d", size = 3937323, upload-time = "2024-10-14T23:37:45.337Z" }, - { url = "https://files.pythonhosted.org/packages/8c/4c/03f93178830dc7ce8b4cdee1d36770d2f5ebb6f3d37d354e061eefc73545/uvloop-0.21.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:359ec2c888397b9e592a889c4d72ba3d6befba8b2bb01743f72fffbde663b59c", size = 1471284, upload-time = "2024-10-14T23:37:47.833Z" }, - { url = "https://files.pythonhosted.org/packages/43/3e/92c03f4d05e50f09251bd8b2b2b584a2a7f8fe600008bcc4523337abe676/uvloop-0.21.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f7089d2dc73179ce5ac255bdf37c236a9f914b264825fdaacaded6990a7fb4c2", size = 821349, upload-time = "2024-10-14T23:37:50.149Z" }, - { url = "https://files.pythonhosted.org/packages/a6/ef/a02ec5da49909dbbfb1fd205a9a1ac4e88ea92dcae885e7c961847cd51e2/uvloop-0.21.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:baa4dcdbd9ae0a372f2167a207cd98c9f9a1ea1188a8a526431eef2f8116cc8d", size = 4580089, upload-time = "2024-10-14T23:37:51.703Z" }, - { url = "https://files.pythonhosted.org/packages/06/a7/b4e6a19925c900be9f98bec0a75e6e8f79bb53bdeb891916609ab3958967/uvloop-0.21.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86975dca1c773a2c9864f4c52c5a55631038e387b47eaf56210f873887b6c8dc", size = 4693770, upload-time = "2024-10-14T23:37:54.122Z" }, - { url = "https://files.pythonhosted.org/packages/ce/0c/f07435a18a4b94ce6bd0677d8319cd3de61f3a9eeb1e5f8ab4e8b5edfcb3/uvloop-0.21.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:461d9ae6660fbbafedd07559c6a2e57cd553b34b0065b6550685f6653a98c1cb", size = 4451321, upload-time = "2024-10-14T23:37:55.766Z" }, - { url = "https://files.pythonhosted.org/packages/8f/eb/f7032be105877bcf924709c97b1bf3b90255b4ec251f9340cef912559f28/uvloop-0.21.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:183aef7c8730e54c9a3ee3227464daed66e37ba13040bb3f350bc2ddc040f22f", size = 4659022, upload-time = "2024-10-14T23:37:58.195Z" }, - { url = "https://files.pythonhosted.org/packages/3f/8d/2cbef610ca21539f0f36e2b34da49302029e7c9f09acef0b1c3b5839412b/uvloop-0.21.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:bfd55dfcc2a512316e65f16e503e9e450cab148ef11df4e4e679b5e8253a5281", size = 1468123, upload-time = "2024-10-14T23:38:00.688Z" }, - { url = "https://files.pythonhosted.org/packages/93/0d/b0038d5a469f94ed8f2b2fce2434a18396d8fbfb5da85a0a9781ebbdec14/uvloop-0.21.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:787ae31ad8a2856fc4e7c095341cccc7209bd657d0e71ad0dc2ea83c4a6fa8af", size = 819325, upload-time = "2024-10-14T23:38:02.309Z" }, - { url = "https://files.pythonhosted.org/packages/50/94/0a687f39e78c4c1e02e3272c6b2ccdb4e0085fda3b8352fecd0410ccf915/uvloop-0.21.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5ee4d4ef48036ff6e5cfffb09dd192c7a5027153948d85b8da7ff705065bacc6", size = 4582806, upload-time = "2024-10-14T23:38:04.711Z" }, - { url = "https://files.pythonhosted.org/packages/d2/19/f5b78616566ea68edd42aacaf645adbf71fbd83fc52281fba555dc27e3f1/uvloop-0.21.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f3df876acd7ec037a3d005b3ab85a7e4110422e4d9c1571d4fc89b0fc41b6816", size = 4701068, upload-time = "2024-10-14T23:38:06.385Z" }, - { url = "https://files.pythonhosted.org/packages/47/57/66f061ee118f413cd22a656de622925097170b9380b30091b78ea0c6ea75/uvloop-0.21.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bd53ecc9a0f3d87ab847503c2e1552b690362e005ab54e8a48ba97da3924c0dc", size = 4454428, upload-time = "2024-10-14T23:38:08.416Z" }, - { url = "https://files.pythonhosted.org/packages/63/9a/0962b05b308494e3202d3f794a6e85abe471fe3cafdbcf95c2e8c713aabd/uvloop-0.21.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a5c39f217ab3c663dc699c04cbd50c13813e31d917642d459fdcec07555cc553", size = 4660018, upload-time = "2024-10-14T23:38:10.888Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/af/c0/854216d09d33c543f12a44b393c402e89a920b1a0a7dc634c42de91b9cf6/uvloop-0.21.0.tar.gz", hash = "sha256:3bf12b0fda68447806a7ad847bfa591613177275d35b6724b1ee573faa3704e3", size = 2492741 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3d/76/44a55515e8c9505aa1420aebacf4dd82552e5e15691654894e90d0bd051a/uvloop-0.21.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ec7e6b09a6fdded42403182ab6b832b71f4edaf7f37a9a0e371a01db5f0cb45f", size = 1442019 }, + { url = "https://files.pythonhosted.org/packages/35/5a/62d5800358a78cc25c8a6c72ef8b10851bdb8cca22e14d9c74167b7f86da/uvloop-0.21.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:196274f2adb9689a289ad7d65700d37df0c0930fd8e4e743fa4834e850d7719d", size = 801898 }, + { url = "https://files.pythonhosted.org/packages/f3/96/63695e0ebd7da6c741ccd4489b5947394435e198a1382349c17b1146bb97/uvloop-0.21.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f38b2e090258d051d68a5b14d1da7203a3c3677321cf32a95a6f4db4dd8b6f26", size = 3827735 }, + { url = "https://files.pythonhosted.org/packages/61/e0/f0f8ec84979068ffae132c58c79af1de9cceeb664076beea86d941af1a30/uvloop-0.21.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:87c43e0f13022b998eb9b973b5e97200c8b90823454d4bc06ab33829e09fb9bb", size = 3825126 }, + { url = "https://files.pythonhosted.org/packages/bf/fe/5e94a977d058a54a19df95f12f7161ab6e323ad49f4dabc28822eb2df7ea/uvloop-0.21.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:10d66943def5fcb6e7b37310eb6b5639fd2ccbc38df1177262b0640c3ca68c1f", size = 3705789 }, + { url = "https://files.pythonhosted.org/packages/26/dd/c7179618e46092a77e036650c1f056041a028a35c4d76945089fcfc38af8/uvloop-0.21.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:67dd654b8ca23aed0a8e99010b4c34aca62f4b7fce88f39d452ed7622c94845c", size = 3800523 }, + { url = "https://files.pythonhosted.org/packages/57/a7/4cf0334105c1160dd6819f3297f8700fda7fc30ab4f61fbf3e725acbc7cc/uvloop-0.21.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c0f3fa6200b3108919f8bdabb9a7f87f20e7097ea3c543754cabc7d717d95cf8", size = 1447410 }, + { url = "https://files.pythonhosted.org/packages/8c/7c/1517b0bbc2dbe784b563d6ab54f2ef88c890fdad77232c98ed490aa07132/uvloop-0.21.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:0878c2640cf341b269b7e128b1a5fed890adc4455513ca710d77d5e93aa6d6a0", size = 805476 }, + { url = "https://files.pythonhosted.org/packages/ee/ea/0bfae1aceb82a503f358d8d2fa126ca9dbdb2ba9c7866974faec1cb5875c/uvloop-0.21.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b9fb766bb57b7388745d8bcc53a359b116b8a04c83a2288069809d2b3466c37e", size = 3960855 }, + { url = "https://files.pythonhosted.org/packages/8a/ca/0864176a649838b838f36d44bf31c451597ab363b60dc9e09c9630619d41/uvloop-0.21.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a375441696e2eda1c43c44ccb66e04d61ceeffcd76e4929e527b7fa401b90fb", size = 3973185 }, + { url = "https://files.pythonhosted.org/packages/30/bf/08ad29979a936d63787ba47a540de2132169f140d54aa25bc8c3df3e67f4/uvloop-0.21.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:baa0e6291d91649c6ba4ed4b2f982f9fa165b5bbd50a9e203c416a2797bab3c6", size = 3820256 }, + { url = "https://files.pythonhosted.org/packages/da/e2/5cf6ef37e3daf2f06e651aae5ea108ad30df3cb269102678b61ebf1fdf42/uvloop-0.21.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:4509360fcc4c3bd2c70d87573ad472de40c13387f5fda8cb58350a1d7475e58d", size = 3937323 }, + { url = "https://files.pythonhosted.org/packages/8c/4c/03f93178830dc7ce8b4cdee1d36770d2f5ebb6f3d37d354e061eefc73545/uvloop-0.21.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:359ec2c888397b9e592a889c4d72ba3d6befba8b2bb01743f72fffbde663b59c", size = 1471284 }, + { url = "https://files.pythonhosted.org/packages/43/3e/92c03f4d05e50f09251bd8b2b2b584a2a7f8fe600008bcc4523337abe676/uvloop-0.21.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f7089d2dc73179ce5ac255bdf37c236a9f914b264825fdaacaded6990a7fb4c2", size = 821349 }, + { url = "https://files.pythonhosted.org/packages/a6/ef/a02ec5da49909dbbfb1fd205a9a1ac4e88ea92dcae885e7c961847cd51e2/uvloop-0.21.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:baa4dcdbd9ae0a372f2167a207cd98c9f9a1ea1188a8a526431eef2f8116cc8d", size = 4580089 }, + { url = "https://files.pythonhosted.org/packages/06/a7/b4e6a19925c900be9f98bec0a75e6e8f79bb53bdeb891916609ab3958967/uvloop-0.21.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86975dca1c773a2c9864f4c52c5a55631038e387b47eaf56210f873887b6c8dc", size = 4693770 }, + { url = "https://files.pythonhosted.org/packages/ce/0c/f07435a18a4b94ce6bd0677d8319cd3de61f3a9eeb1e5f8ab4e8b5edfcb3/uvloop-0.21.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:461d9ae6660fbbafedd07559c6a2e57cd553b34b0065b6550685f6653a98c1cb", size = 4451321 }, + { url = "https://files.pythonhosted.org/packages/8f/eb/f7032be105877bcf924709c97b1bf3b90255b4ec251f9340cef912559f28/uvloop-0.21.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:183aef7c8730e54c9a3ee3227464daed66e37ba13040bb3f350bc2ddc040f22f", size = 4659022 }, + { url = "https://files.pythonhosted.org/packages/3f/8d/2cbef610ca21539f0f36e2b34da49302029e7c9f09acef0b1c3b5839412b/uvloop-0.21.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:bfd55dfcc2a512316e65f16e503e9e450cab148ef11df4e4e679b5e8253a5281", size = 1468123 }, + { url = "https://files.pythonhosted.org/packages/93/0d/b0038d5a469f94ed8f2b2fce2434a18396d8fbfb5da85a0a9781ebbdec14/uvloop-0.21.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:787ae31ad8a2856fc4e7c095341cccc7209bd657d0e71ad0dc2ea83c4a6fa8af", size = 819325 }, + { url = "https://files.pythonhosted.org/packages/50/94/0a687f39e78c4c1e02e3272c6b2ccdb4e0085fda3b8352fecd0410ccf915/uvloop-0.21.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5ee4d4ef48036ff6e5cfffb09dd192c7a5027153948d85b8da7ff705065bacc6", size = 4582806 }, + { url = "https://files.pythonhosted.org/packages/d2/19/f5b78616566ea68edd42aacaf645adbf71fbd83fc52281fba555dc27e3f1/uvloop-0.21.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f3df876acd7ec037a3d005b3ab85a7e4110422e4d9c1571d4fc89b0fc41b6816", size = 4701068 }, + { url = "https://files.pythonhosted.org/packages/47/57/66f061ee118f413cd22a656de622925097170b9380b30091b78ea0c6ea75/uvloop-0.21.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:bd53ecc9a0f3d87ab847503c2e1552b690362e005ab54e8a48ba97da3924c0dc", size = 4454428 }, + { url = "https://files.pythonhosted.org/packages/63/9a/0962b05b308494e3202d3f794a6e85abe471fe3cafdbcf95c2e8c713aabd/uvloop-0.21.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a5c39f217ab3c663dc699c04cbd50c13813e31d917642d459fdcec07555cc553", size = 4660018 }, ] [[package]] @@ -6184,100 +6172,100 @@ dependencies = [ { name = "platformdirs", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "typing-extensions", marker = "(python_full_version < '3.11' and sys_platform == 'darwin') or (python_full_version < '3.11' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform == 'win32')" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/20/28/e6f1a6f655d620846bd9df527390ecc26b3805a0c5989048c210e22c5ca9/virtualenv-20.35.4.tar.gz", hash = "sha256:643d3914d73d3eeb0c552cbb12d7e82adf0e504dbf86a3182f8771a153a1971c", size = 6028799, upload-time = "2025-10-29T06:57:40.511Z" } +sdist = { url = "https://files.pythonhosted.org/packages/20/28/e6f1a6f655d620846bd9df527390ecc26b3805a0c5989048c210e22c5ca9/virtualenv-20.35.4.tar.gz", hash = "sha256:643d3914d73d3eeb0c552cbb12d7e82adf0e504dbf86a3182f8771a153a1971c", size = 6028799 } wheels = [ - { url = "https://files.pythonhosted.org/packages/79/0c/c05523fa3181fdf0c9c52a6ba91a23fbf3246cc095f26f6516f9c60e6771/virtualenv-20.35.4-py3-none-any.whl", hash = "sha256:c21c9cede36c9753eeade68ba7d523529f228a403463376cf821eaae2b650f1b", size = 6005095, upload-time = "2025-10-29T06:57:37.598Z" }, + { url = "https://files.pythonhosted.org/packages/79/0c/c05523fa3181fdf0c9c52a6ba91a23fbf3246cc095f26f6516f9c60e6771/virtualenv-20.35.4-py3-none-any.whl", hash = "sha256:c21c9cede36c9753eeade68ba7d523529f228a403463376cf821eaae2b650f1b", size = 6005095 }, ] [[package]] name = "watchdog" version = "6.0.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/db/7d/7f3d619e951c88ed75c6037b246ddcf2d322812ee8ea189be89511721d54/watchdog-6.0.0.tar.gz", hash = "sha256:9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282", size = 131220, upload-time = "2024-11-01T14:07:13.037Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/0c/56/90994d789c61df619bfc5ce2ecdabd5eeff564e1eb47512bd01b5e019569/watchdog-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d1cdb490583ebd691c012b3d6dae011000fe42edb7a82ece80965b42abd61f26", size = 96390, upload-time = "2024-11-01T14:06:24.793Z" }, - { url = "https://files.pythonhosted.org/packages/55/46/9a67ee697342ddf3c6daa97e3a587a56d6c4052f881ed926a849fcf7371c/watchdog-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc64ab3bdb6a04d69d4023b29422170b74681784ffb9463ed4870cf2f3e66112", size = 88389, upload-time = "2024-11-01T14:06:27.112Z" }, - { url = "https://files.pythonhosted.org/packages/44/65/91b0985747c52064d8701e1075eb96f8c40a79df889e59a399453adfb882/watchdog-6.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c897ac1b55c5a1461e16dae288d22bb2e412ba9807df8397a635d88f671d36c3", size = 89020, upload-time = "2024-11-01T14:06:29.876Z" }, - { url = "https://files.pythonhosted.org/packages/e0/24/d9be5cd6642a6aa68352ded4b4b10fb0d7889cb7f45814fb92cecd35f101/watchdog-6.0.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6eb11feb5a0d452ee41f824e271ca311a09e250441c262ca2fd7ebcf2461a06c", size = 96393, upload-time = "2024-11-01T14:06:31.756Z" }, - { url = "https://files.pythonhosted.org/packages/63/7a/6013b0d8dbc56adca7fdd4f0beed381c59f6752341b12fa0886fa7afc78b/watchdog-6.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ef810fbf7b781a5a593894e4f439773830bdecb885e6880d957d5b9382a960d2", size = 88392, upload-time = "2024-11-01T14:06:32.99Z" }, - { url = "https://files.pythonhosted.org/packages/d1/40/b75381494851556de56281e053700e46bff5b37bf4c7267e858640af5a7f/watchdog-6.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:afd0fe1b2270917c5e23c2a65ce50c2a4abb63daafb0d419fde368e272a76b7c", size = 89019, upload-time = "2024-11-01T14:06:34.963Z" }, - { url = "https://files.pythonhosted.org/packages/39/ea/3930d07dafc9e286ed356a679aa02d777c06e9bfd1164fa7c19c288a5483/watchdog-6.0.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:bdd4e6f14b8b18c334febb9c4425a878a2ac20efd1e0b231978e7b150f92a948", size = 96471, upload-time = "2024-11-01T14:06:37.745Z" }, - { url = "https://files.pythonhosted.org/packages/12/87/48361531f70b1f87928b045df868a9fd4e253d9ae087fa4cf3f7113be363/watchdog-6.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c7c15dda13c4eb00d6fb6fc508b3c0ed88b9d5d374056b239c4ad1611125c860", size = 88449, upload-time = "2024-11-01T14:06:39.748Z" }, - { url = "https://files.pythonhosted.org/packages/5b/7e/8f322f5e600812e6f9a31b75d242631068ca8f4ef0582dd3ae6e72daecc8/watchdog-6.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6f10cb2d5902447c7d0da897e2c6768bca89174d0c6e1e30abec5421af97a5b0", size = 89054, upload-time = "2024-11-01T14:06:41.009Z" }, - { url = "https://files.pythonhosted.org/packages/68/98/b0345cabdce2041a01293ba483333582891a3bd5769b08eceb0d406056ef/watchdog-6.0.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:490ab2ef84f11129844c23fb14ecf30ef3d8a6abafd3754a6f75ca1e6654136c", size = 96480, upload-time = "2024-11-01T14:06:42.952Z" }, - { url = "https://files.pythonhosted.org/packages/85/83/cdf13902c626b28eedef7ec4f10745c52aad8a8fe7eb04ed7b1f111ca20e/watchdog-6.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:76aae96b00ae814b181bb25b1b98076d5fc84e8a53cd8885a318b42b6d3a5134", size = 88451, upload-time = "2024-11-01T14:06:45.084Z" }, - { url = "https://files.pythonhosted.org/packages/fe/c4/225c87bae08c8b9ec99030cd48ae9c4eca050a59bf5c2255853e18c87b50/watchdog-6.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a175f755fc2279e0b7312c0035d52e27211a5bc39719dd529625b1930917345b", size = 89057, upload-time = "2024-11-01T14:06:47.324Z" }, - { url = "https://files.pythonhosted.org/packages/30/ad/d17b5d42e28a8b91f8ed01cb949da092827afb9995d4559fd448d0472763/watchdog-6.0.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:c7ac31a19f4545dd92fc25d200694098f42c9a8e391bc00bdd362c5736dbf881", size = 87902, upload-time = "2024-11-01T14:06:53.119Z" }, - { url = "https://files.pythonhosted.org/packages/5c/ca/c3649991d140ff6ab67bfc85ab42b165ead119c9e12211e08089d763ece5/watchdog-6.0.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9513f27a1a582d9808cf21a07dae516f0fab1cf2d7683a742c498b93eedabb11", size = 88380, upload-time = "2024-11-01T14:06:55.19Z" }, - { url = "https://files.pythonhosted.org/packages/a9/c7/ca4bf3e518cb57a686b2feb4f55a1892fd9a3dd13f470fca14e00f80ea36/watchdog-6.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7607498efa04a3542ae3e05e64da8202e58159aa1fa4acddf7678d34a35d4f13", size = 79079, upload-time = "2024-11-01T14:06:59.472Z" }, - { url = "https://files.pythonhosted.org/packages/5c/51/d46dc9332f9a647593c947b4b88e2381c8dfc0942d15b8edc0310fa4abb1/watchdog-6.0.0-py3-none-manylinux2014_armv7l.whl", hash = "sha256:9041567ee8953024c83343288ccc458fd0a2d811d6a0fd68c4c22609e3490379", size = 79078, upload-time = "2024-11-01T14:07:01.431Z" }, - { url = "https://files.pythonhosted.org/packages/d4/57/04edbf5e169cd318d5f07b4766fee38e825d64b6913ca157ca32d1a42267/watchdog-6.0.0-py3-none-manylinux2014_i686.whl", hash = "sha256:82dc3e3143c7e38ec49d61af98d6558288c415eac98486a5c581726e0737c00e", size = 79076, upload-time = "2024-11-01T14:07:02.568Z" }, - { url = "https://files.pythonhosted.org/packages/ab/cc/da8422b300e13cb187d2203f20b9253e91058aaf7db65b74142013478e66/watchdog-6.0.0-py3-none-manylinux2014_ppc64.whl", hash = "sha256:212ac9b8bf1161dc91bd09c048048a95ca3a4c4f5e5d4a7d1b1a7d5752a7f96f", size = 79077, upload-time = "2024-11-01T14:07:03.893Z" }, - { url = "https://files.pythonhosted.org/packages/2c/3b/b8964e04ae1a025c44ba8e4291f86e97fac443bca31de8bd98d3263d2fcf/watchdog-6.0.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:e3df4cbb9a450c6d49318f6d14f4bbc80d763fa587ba46ec86f99f9e6876bb26", size = 79078, upload-time = "2024-11-01T14:07:05.189Z" }, - { url = "https://files.pythonhosted.org/packages/62/ae/a696eb424bedff7407801c257d4b1afda455fe40821a2be430e173660e81/watchdog-6.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:2cce7cfc2008eb51feb6aab51251fd79b85d9894e98ba847408f662b3395ca3c", size = 79077, upload-time = "2024-11-01T14:07:06.376Z" }, - { url = "https://files.pythonhosted.org/packages/b5/e8/dbf020b4d98251a9860752a094d09a65e1b436ad181faf929983f697048f/watchdog-6.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:20ffe5b202af80ab4266dcd3e91aae72bf2da48c0d33bdb15c66658e685e94e2", size = 79078, upload-time = "2024-11-01T14:07:07.547Z" }, - { url = "https://files.pythonhosted.org/packages/07/f6/d0e5b343768e8bcb4cda79f0f2f55051bf26177ecd5651f84c07567461cf/watchdog-6.0.0-py3-none-win32.whl", hash = "sha256:07df1fdd701c5d4c8e55ef6cf55b8f0120fe1aef7ef39a1c6fc6bc2e606d517a", size = 79065, upload-time = "2024-11-01T14:07:09.525Z" }, - { url = "https://files.pythonhosted.org/packages/db/d9/c495884c6e548fce18a8f40568ff120bc3a4b7b99813081c8ac0c936fa64/watchdog-6.0.0-py3-none-win_amd64.whl", hash = "sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680", size = 79070, upload-time = "2024-11-01T14:07:10.686Z" }, - { url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067, upload-time = "2024-11-01T14:07:11.845Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/db/7d/7f3d619e951c88ed75c6037b246ddcf2d322812ee8ea189be89511721d54/watchdog-6.0.0.tar.gz", hash = "sha256:9ddf7c82fda3ae8e24decda1338ede66e1c99883db93711d8fb941eaa2d8c282", size = 131220 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/0c/56/90994d789c61df619bfc5ce2ecdabd5eeff564e1eb47512bd01b5e019569/watchdog-6.0.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d1cdb490583ebd691c012b3d6dae011000fe42edb7a82ece80965b42abd61f26", size = 96390 }, + { url = "https://files.pythonhosted.org/packages/55/46/9a67ee697342ddf3c6daa97e3a587a56d6c4052f881ed926a849fcf7371c/watchdog-6.0.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bc64ab3bdb6a04d69d4023b29422170b74681784ffb9463ed4870cf2f3e66112", size = 88389 }, + { url = "https://files.pythonhosted.org/packages/44/65/91b0985747c52064d8701e1075eb96f8c40a79df889e59a399453adfb882/watchdog-6.0.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c897ac1b55c5a1461e16dae288d22bb2e412ba9807df8397a635d88f671d36c3", size = 89020 }, + { url = "https://files.pythonhosted.org/packages/e0/24/d9be5cd6642a6aa68352ded4b4b10fb0d7889cb7f45814fb92cecd35f101/watchdog-6.0.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6eb11feb5a0d452ee41f824e271ca311a09e250441c262ca2fd7ebcf2461a06c", size = 96393 }, + { url = "https://files.pythonhosted.org/packages/63/7a/6013b0d8dbc56adca7fdd4f0beed381c59f6752341b12fa0886fa7afc78b/watchdog-6.0.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:ef810fbf7b781a5a593894e4f439773830bdecb885e6880d957d5b9382a960d2", size = 88392 }, + { url = "https://files.pythonhosted.org/packages/d1/40/b75381494851556de56281e053700e46bff5b37bf4c7267e858640af5a7f/watchdog-6.0.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:afd0fe1b2270917c5e23c2a65ce50c2a4abb63daafb0d419fde368e272a76b7c", size = 89019 }, + { url = "https://files.pythonhosted.org/packages/39/ea/3930d07dafc9e286ed356a679aa02d777c06e9bfd1164fa7c19c288a5483/watchdog-6.0.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:bdd4e6f14b8b18c334febb9c4425a878a2ac20efd1e0b231978e7b150f92a948", size = 96471 }, + { url = "https://files.pythonhosted.org/packages/12/87/48361531f70b1f87928b045df868a9fd4e253d9ae087fa4cf3f7113be363/watchdog-6.0.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c7c15dda13c4eb00d6fb6fc508b3c0ed88b9d5d374056b239c4ad1611125c860", size = 88449 }, + { url = "https://files.pythonhosted.org/packages/5b/7e/8f322f5e600812e6f9a31b75d242631068ca8f4ef0582dd3ae6e72daecc8/watchdog-6.0.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6f10cb2d5902447c7d0da897e2c6768bca89174d0c6e1e30abec5421af97a5b0", size = 89054 }, + { url = "https://files.pythonhosted.org/packages/68/98/b0345cabdce2041a01293ba483333582891a3bd5769b08eceb0d406056ef/watchdog-6.0.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:490ab2ef84f11129844c23fb14ecf30ef3d8a6abafd3754a6f75ca1e6654136c", size = 96480 }, + { url = "https://files.pythonhosted.org/packages/85/83/cdf13902c626b28eedef7ec4f10745c52aad8a8fe7eb04ed7b1f111ca20e/watchdog-6.0.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:76aae96b00ae814b181bb25b1b98076d5fc84e8a53cd8885a318b42b6d3a5134", size = 88451 }, + { url = "https://files.pythonhosted.org/packages/fe/c4/225c87bae08c8b9ec99030cd48ae9c4eca050a59bf5c2255853e18c87b50/watchdog-6.0.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:a175f755fc2279e0b7312c0035d52e27211a5bc39719dd529625b1930917345b", size = 89057 }, + { url = "https://files.pythonhosted.org/packages/30/ad/d17b5d42e28a8b91f8ed01cb949da092827afb9995d4559fd448d0472763/watchdog-6.0.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:c7ac31a19f4545dd92fc25d200694098f42c9a8e391bc00bdd362c5736dbf881", size = 87902 }, + { url = "https://files.pythonhosted.org/packages/5c/ca/c3649991d140ff6ab67bfc85ab42b165ead119c9e12211e08089d763ece5/watchdog-6.0.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:9513f27a1a582d9808cf21a07dae516f0fab1cf2d7683a742c498b93eedabb11", size = 88380 }, + { url = "https://files.pythonhosted.org/packages/a9/c7/ca4bf3e518cb57a686b2feb4f55a1892fd9a3dd13f470fca14e00f80ea36/watchdog-6.0.0-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7607498efa04a3542ae3e05e64da8202e58159aa1fa4acddf7678d34a35d4f13", size = 79079 }, + { url = "https://files.pythonhosted.org/packages/5c/51/d46dc9332f9a647593c947b4b88e2381c8dfc0942d15b8edc0310fa4abb1/watchdog-6.0.0-py3-none-manylinux2014_armv7l.whl", hash = "sha256:9041567ee8953024c83343288ccc458fd0a2d811d6a0fd68c4c22609e3490379", size = 79078 }, + { url = "https://files.pythonhosted.org/packages/d4/57/04edbf5e169cd318d5f07b4766fee38e825d64b6913ca157ca32d1a42267/watchdog-6.0.0-py3-none-manylinux2014_i686.whl", hash = "sha256:82dc3e3143c7e38ec49d61af98d6558288c415eac98486a5c581726e0737c00e", size = 79076 }, + { url = "https://files.pythonhosted.org/packages/ab/cc/da8422b300e13cb187d2203f20b9253e91058aaf7db65b74142013478e66/watchdog-6.0.0-py3-none-manylinux2014_ppc64.whl", hash = "sha256:212ac9b8bf1161dc91bd09c048048a95ca3a4c4f5e5d4a7d1b1a7d5752a7f96f", size = 79077 }, + { url = "https://files.pythonhosted.org/packages/2c/3b/b8964e04ae1a025c44ba8e4291f86e97fac443bca31de8bd98d3263d2fcf/watchdog-6.0.0-py3-none-manylinux2014_ppc64le.whl", hash = "sha256:e3df4cbb9a450c6d49318f6d14f4bbc80d763fa587ba46ec86f99f9e6876bb26", size = 79078 }, + { url = "https://files.pythonhosted.org/packages/62/ae/a696eb424bedff7407801c257d4b1afda455fe40821a2be430e173660e81/watchdog-6.0.0-py3-none-manylinux2014_s390x.whl", hash = "sha256:2cce7cfc2008eb51feb6aab51251fd79b85d9894e98ba847408f662b3395ca3c", size = 79077 }, + { url = "https://files.pythonhosted.org/packages/b5/e8/dbf020b4d98251a9860752a094d09a65e1b436ad181faf929983f697048f/watchdog-6.0.0-py3-none-manylinux2014_x86_64.whl", hash = "sha256:20ffe5b202af80ab4266dcd3e91aae72bf2da48c0d33bdb15c66658e685e94e2", size = 79078 }, + { url = "https://files.pythonhosted.org/packages/07/f6/d0e5b343768e8bcb4cda79f0f2f55051bf26177ecd5651f84c07567461cf/watchdog-6.0.0-py3-none-win32.whl", hash = "sha256:07df1fdd701c5d4c8e55ef6cf55b8f0120fe1aef7ef39a1c6fc6bc2e606d517a", size = 79065 }, + { url = "https://files.pythonhosted.org/packages/db/d9/c495884c6e548fce18a8f40568ff120bc3a4b7b99813081c8ac0c936fa64/watchdog-6.0.0-py3-none-win_amd64.whl", hash = "sha256:cbafb470cf848d93b5d013e2ecb245d4aa1c8fd0504e863ccefa32445359d680", size = 79070 }, + { url = "https://files.pythonhosted.org/packages/33/e8/e40370e6d74ddba47f002a32919d91310d6074130fe4e17dabcafc15cbf1/watchdog-6.0.0-py3-none-win_ia64.whl", hash = "sha256:a1914259fa9e1454315171103c6a30961236f508b9b623eae470268bbcc6a22f", size = 79067 }, ] [[package]] name = "websockets" version = "15.0.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/21/e6/26d09fab466b7ca9c7737474c52be4f76a40301b08362eb2dbc19dcc16c1/websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee", size = 177016, upload-time = "2025-03-05T20:03:41.606Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/1e/da/6462a9f510c0c49837bbc9345aca92d767a56c1fb2939e1579df1e1cdcf7/websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b", size = 175423, upload-time = "2025-03-05T20:01:35.363Z" }, - { url = "https://files.pythonhosted.org/packages/1c/9f/9d11c1a4eb046a9e106483b9ff69bce7ac880443f00e5ce64261b47b07e7/websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205", size = 173080, upload-time = "2025-03-05T20:01:37.304Z" }, - { url = "https://files.pythonhosted.org/packages/d5/4f/b462242432d93ea45f297b6179c7333dd0402b855a912a04e7fc61c0d71f/websockets-15.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5756779642579d902eed757b21b0164cd6fe338506a8083eb58af5c372e39d9a", size = 173329, upload-time = "2025-03-05T20:01:39.668Z" }, - { url = "https://files.pythonhosted.org/packages/6e/0c/6afa1f4644d7ed50284ac59cc70ef8abd44ccf7d45850d989ea7310538d0/websockets-15.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fdfe3e2a29e4db3659dbd5bbf04560cea53dd9610273917799f1cde46aa725e", size = 182312, upload-time = "2025-03-05T20:01:41.815Z" }, - { url = "https://files.pythonhosted.org/packages/dd/d4/ffc8bd1350b229ca7a4db2a3e1c482cf87cea1baccd0ef3e72bc720caeec/websockets-15.0.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4c2529b320eb9e35af0fa3016c187dffb84a3ecc572bcee7c3ce302bfeba52bf", size = 181319, upload-time = "2025-03-05T20:01:43.967Z" }, - { url = "https://files.pythonhosted.org/packages/97/3a/5323a6bb94917af13bbb34009fac01e55c51dfde354f63692bf2533ffbc2/websockets-15.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac1e5c9054fe23226fb11e05a6e630837f074174c4c2f0fe442996112a6de4fb", size = 181631, upload-time = "2025-03-05T20:01:46.104Z" }, - { url = "https://files.pythonhosted.org/packages/a6/cc/1aeb0f7cee59ef065724041bb7ed667b6ab1eeffe5141696cccec2687b66/websockets-15.0.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:5df592cd503496351d6dc14f7cdad49f268d8e618f80dce0cd5a36b93c3fc08d", size = 182016, upload-time = "2025-03-05T20:01:47.603Z" }, - { url = "https://files.pythonhosted.org/packages/79/f9/c86f8f7af208e4161a7f7e02774e9d0a81c632ae76db2ff22549e1718a51/websockets-15.0.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:0a34631031a8f05657e8e90903e656959234f3a04552259458aac0b0f9ae6fd9", size = 181426, upload-time = "2025-03-05T20:01:48.949Z" }, - { url = "https://files.pythonhosted.org/packages/c7/b9/828b0bc6753db905b91df6ae477c0b14a141090df64fb17f8a9d7e3516cf/websockets-15.0.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3d00075aa65772e7ce9e990cab3ff1de702aa09be3940d1dc88d5abf1ab8a09c", size = 181360, upload-time = "2025-03-05T20:01:50.938Z" }, - { url = "https://files.pythonhosted.org/packages/89/fb/250f5533ec468ba6327055b7d98b9df056fb1ce623b8b6aaafb30b55d02e/websockets-15.0.1-cp310-cp310-win32.whl", hash = "sha256:1234d4ef35db82f5446dca8e35a7da7964d02c127b095e172e54397fb6a6c256", size = 176388, upload-time = "2025-03-05T20:01:52.213Z" }, - { url = "https://files.pythonhosted.org/packages/1c/46/aca7082012768bb98e5608f01658ff3ac8437e563eca41cf068bd5849a5e/websockets-15.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:39c1fec2c11dc8d89bba6b2bf1556af381611a173ac2b511cf7231622058af41", size = 176830, upload-time = "2025-03-05T20:01:53.922Z" }, - { url = "https://files.pythonhosted.org/packages/9f/32/18fcd5919c293a398db67443acd33fde142f283853076049824fc58e6f75/websockets-15.0.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:823c248b690b2fd9303ba00c4f66cd5e2d8c3ba4aa968b2779be9532a4dad431", size = 175423, upload-time = "2025-03-05T20:01:56.276Z" }, - { url = "https://files.pythonhosted.org/packages/76/70/ba1ad96b07869275ef42e2ce21f07a5b0148936688c2baf7e4a1f60d5058/websockets-15.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678999709e68425ae2593acf2e3ebcbcf2e69885a5ee78f9eb80e6e371f1bf57", size = 173082, upload-time = "2025-03-05T20:01:57.563Z" }, - { url = "https://files.pythonhosted.org/packages/86/f2/10b55821dd40eb696ce4704a87d57774696f9451108cff0d2824c97e0f97/websockets-15.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d50fd1ee42388dcfb2b3676132c78116490976f1300da28eb629272d5d93e905", size = 173330, upload-time = "2025-03-05T20:01:59.063Z" }, - { url = "https://files.pythonhosted.org/packages/a5/90/1c37ae8b8a113d3daf1065222b6af61cc44102da95388ac0018fcb7d93d9/websockets-15.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d99e5546bf73dbad5bf3547174cd6cb8ba7273062a23808ffea025ecb1cf8562", size = 182878, upload-time = "2025-03-05T20:02:00.305Z" }, - { url = "https://files.pythonhosted.org/packages/8e/8d/96e8e288b2a41dffafb78e8904ea7367ee4f891dafc2ab8d87e2124cb3d3/websockets-15.0.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:66dd88c918e3287efc22409d426c8f729688d89a0c587c88971a0faa2c2f3792", size = 181883, upload-time = "2025-03-05T20:02:03.148Z" }, - { url = "https://files.pythonhosted.org/packages/93/1f/5d6dbf551766308f6f50f8baf8e9860be6182911e8106da7a7f73785f4c4/websockets-15.0.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8dd8327c795b3e3f219760fa603dcae1dcc148172290a8ab15158cf85a953413", size = 182252, upload-time = "2025-03-05T20:02:05.29Z" }, - { url = "https://files.pythonhosted.org/packages/d4/78/2d4fed9123e6620cbf1706c0de8a1632e1a28e7774d94346d7de1bba2ca3/websockets-15.0.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8fdc51055e6ff4adeb88d58a11042ec9a5eae317a0a53d12c062c8a8865909e8", size = 182521, upload-time = "2025-03-05T20:02:07.458Z" }, - { url = "https://files.pythonhosted.org/packages/e7/3b/66d4c1b444dd1a9823c4a81f50231b921bab54eee2f69e70319b4e21f1ca/websockets-15.0.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:693f0192126df6c2327cce3baa7c06f2a117575e32ab2308f7f8216c29d9e2e3", size = 181958, upload-time = "2025-03-05T20:02:09.842Z" }, - { url = "https://files.pythonhosted.org/packages/08/ff/e9eed2ee5fed6f76fdd6032ca5cd38c57ca9661430bb3d5fb2872dc8703c/websockets-15.0.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:54479983bd5fb469c38f2f5c7e3a24f9a4e70594cd68cd1fa6b9340dadaff7cf", size = 181918, upload-time = "2025-03-05T20:02:11.968Z" }, - { url = "https://files.pythonhosted.org/packages/d8/75/994634a49b7e12532be6a42103597b71098fd25900f7437d6055ed39930a/websockets-15.0.1-cp311-cp311-win32.whl", hash = "sha256:16b6c1b3e57799b9d38427dda63edcbe4926352c47cf88588c0be4ace18dac85", size = 176388, upload-time = "2025-03-05T20:02:13.32Z" }, - { url = "https://files.pythonhosted.org/packages/98/93/e36c73f78400a65f5e236cd376713c34182e6663f6889cd45a4a04d8f203/websockets-15.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:27ccee0071a0e75d22cb35849b1db43f2ecd3e161041ac1ee9d2352ddf72f065", size = 176828, upload-time = "2025-03-05T20:02:14.585Z" }, - { url = "https://files.pythonhosted.org/packages/51/6b/4545a0d843594f5d0771e86463606a3988b5a09ca5123136f8a76580dd63/websockets-15.0.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3", size = 175437, upload-time = "2025-03-05T20:02:16.706Z" }, - { url = "https://files.pythonhosted.org/packages/f4/71/809a0f5f6a06522af902e0f2ea2757f71ead94610010cf570ab5c98e99ed/websockets-15.0.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665", size = 173096, upload-time = "2025-03-05T20:02:18.832Z" }, - { url = "https://files.pythonhosted.org/packages/3d/69/1a681dd6f02180916f116894181eab8b2e25b31e484c5d0eae637ec01f7c/websockets-15.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2", size = 173332, upload-time = "2025-03-05T20:02:20.187Z" }, - { url = "https://files.pythonhosted.org/packages/a6/02/0073b3952f5bce97eafbb35757f8d0d54812b6174ed8dd952aa08429bcc3/websockets-15.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8b56bdcdb4505c8078cb6c7157d9811a85790f2f2b3632c7d1462ab5783d215", size = 183152, upload-time = "2025-03-05T20:02:22.286Z" }, - { url = "https://files.pythonhosted.org/packages/74/45/c205c8480eafd114b428284840da0b1be9ffd0e4f87338dc95dc6ff961a1/websockets-15.0.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5", size = 182096, upload-time = "2025-03-05T20:02:24.368Z" }, - { url = "https://files.pythonhosted.org/packages/14/8f/aa61f528fba38578ec553c145857a181384c72b98156f858ca5c8e82d9d3/websockets-15.0.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65", size = 182523, upload-time = "2025-03-05T20:02:25.669Z" }, - { url = "https://files.pythonhosted.org/packages/ec/6d/0267396610add5bc0d0d3e77f546d4cd287200804fe02323797de77dbce9/websockets-15.0.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d5f6b181bb38171a8ad1d6aa58a67a6aa9d4b38d0f8c5f496b9e42561dfc62fe", size = 182790, upload-time = "2025-03-05T20:02:26.99Z" }, - { url = "https://files.pythonhosted.org/packages/02/05/c68c5adbf679cf610ae2f74a9b871ae84564462955d991178f95a1ddb7dd/websockets-15.0.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4", size = 182165, upload-time = "2025-03-05T20:02:30.291Z" }, - { url = "https://files.pythonhosted.org/packages/29/93/bb672df7b2f5faac89761cb5fa34f5cec45a4026c383a4b5761c6cea5c16/websockets-15.0.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597", size = 182160, upload-time = "2025-03-05T20:02:31.634Z" }, - { url = "https://files.pythonhosted.org/packages/ff/83/de1f7709376dc3ca9b7eeb4b9a07b4526b14876b6d372a4dc62312bebee0/websockets-15.0.1-cp312-cp312-win32.whl", hash = "sha256:c338ffa0520bdb12fbc527265235639fb76e7bc7faafbb93f6ba80d9c06578a9", size = 176395, upload-time = "2025-03-05T20:02:33.017Z" }, - { url = "https://files.pythonhosted.org/packages/7d/71/abf2ebc3bbfa40f391ce1428c7168fb20582d0ff57019b69ea20fa698043/websockets-15.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:fcd5cf9e305d7b8338754470cf69cf81f420459dbae8a3b40cee57417f4614a7", size = 176841, upload-time = "2025-03-05T20:02:34.498Z" }, - { url = "https://files.pythonhosted.org/packages/cb/9f/51f0cf64471a9d2b4d0fc6c534f323b664e7095640c34562f5182e5a7195/websockets-15.0.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931", size = 175440, upload-time = "2025-03-05T20:02:36.695Z" }, - { url = "https://files.pythonhosted.org/packages/8a/05/aa116ec9943c718905997412c5989f7ed671bc0188ee2ba89520e8765d7b/websockets-15.0.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675", size = 173098, upload-time = "2025-03-05T20:02:37.985Z" }, - { url = "https://files.pythonhosted.org/packages/ff/0b/33cef55ff24f2d92924923c99926dcce78e7bd922d649467f0eda8368923/websockets-15.0.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151", size = 173329, upload-time = "2025-03-05T20:02:39.298Z" }, - { url = "https://files.pythonhosted.org/packages/31/1d/063b25dcc01faa8fada1469bdf769de3768b7044eac9d41f734fd7b6ad6d/websockets-15.0.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22", size = 183111, upload-time = "2025-03-05T20:02:40.595Z" }, - { url = "https://files.pythonhosted.org/packages/93/53/9a87ee494a51bf63e4ec9241c1ccc4f7c2f45fff85d5bde2ff74fcb68b9e/websockets-15.0.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f", size = 182054, upload-time = "2025-03-05T20:02:41.926Z" }, - { url = "https://files.pythonhosted.org/packages/ff/b2/83a6ddf56cdcbad4e3d841fcc55d6ba7d19aeb89c50f24dd7e859ec0805f/websockets-15.0.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8", size = 182496, upload-time = "2025-03-05T20:02:43.304Z" }, - { url = "https://files.pythonhosted.org/packages/98/41/e7038944ed0abf34c45aa4635ba28136f06052e08fc2168520bb8b25149f/websockets-15.0.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375", size = 182829, upload-time = "2025-03-05T20:02:48.812Z" }, - { url = "https://files.pythonhosted.org/packages/e0/17/de15b6158680c7623c6ef0db361da965ab25d813ae54fcfeae2e5b9ef910/websockets-15.0.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d", size = 182217, upload-time = "2025-03-05T20:02:50.14Z" }, - { url = "https://files.pythonhosted.org/packages/33/2b/1f168cb6041853eef0362fb9554c3824367c5560cbdaad89ac40f8c2edfc/websockets-15.0.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4", size = 182195, upload-time = "2025-03-05T20:02:51.561Z" }, - { url = "https://files.pythonhosted.org/packages/86/eb/20b6cdf273913d0ad05a6a14aed4b9a85591c18a987a3d47f20fa13dcc47/websockets-15.0.1-cp313-cp313-win32.whl", hash = "sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa", size = 176393, upload-time = "2025-03-05T20:02:53.814Z" }, - { url = "https://files.pythonhosted.org/packages/1b/6c/c65773d6cab416a64d191d6ee8a8b1c68a09970ea6909d16965d26bfed1e/websockets-15.0.1-cp313-cp313-win_amd64.whl", hash = "sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561", size = 176837, upload-time = "2025-03-05T20:02:55.237Z" }, - { url = "https://files.pythonhosted.org/packages/02/9e/d40f779fa16f74d3468357197af8d6ad07e7c5a27ea1ca74ceb38986f77a/websockets-15.0.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0c9e74d766f2818bb95f84c25be4dea09841ac0f734d1966f415e4edfc4ef1c3", size = 173109, upload-time = "2025-03-05T20:03:17.769Z" }, - { url = "https://files.pythonhosted.org/packages/bc/cd/5b887b8585a593073fd92f7c23ecd3985cd2c3175025a91b0d69b0551372/websockets-15.0.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:1009ee0c7739c08a0cd59de430d6de452a55e42d6b522de7aa15e6f67db0b8e1", size = 173343, upload-time = "2025-03-05T20:03:19.094Z" }, - { url = "https://files.pythonhosted.org/packages/fe/ae/d34f7556890341e900a95acf4886833646306269f899d58ad62f588bf410/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76d1f20b1c7a2fa82367e04982e708723ba0e7b8d43aa643d3dcd404d74f1475", size = 174599, upload-time = "2025-03-05T20:03:21.1Z" }, - { url = "https://files.pythonhosted.org/packages/71/e6/5fd43993a87db364ec60fc1d608273a1a465c0caba69176dd160e197ce42/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f29d80eb9a9263b8d109135351caf568cc3f80b9928bccde535c235de55c22d9", size = 174207, upload-time = "2025-03-05T20:03:23.221Z" }, - { url = "https://files.pythonhosted.org/packages/2b/fb/c492d6daa5ec067c2988ac80c61359ace5c4c674c532985ac5a123436cec/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b359ed09954d7c18bbc1680f380c7301f92c60bf924171629c5db97febb12f04", size = 174155, upload-time = "2025-03-05T20:03:25.321Z" }, - { url = "https://files.pythonhosted.org/packages/68/a1/dcb68430b1d00b698ae7a7e0194433bce4f07ded185f0ee5fb21e2a2e91e/websockets-15.0.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:cad21560da69f4ce7658ca2cb83138fb4cf695a2ba3e475e0559e05991aa8122", size = 176884, upload-time = "2025-03-05T20:03:27.934Z" }, - { url = "https://files.pythonhosted.org/packages/fa/a8/5b41e0da817d64113292ab1f8247140aac61cbf6cfd085d6a0fa77f4984f/websockets-15.0.1-py3-none-any.whl", hash = "sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f", size = 169743, upload-time = "2025-03-05T20:03:39.41Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/21/e6/26d09fab466b7ca9c7737474c52be4f76a40301b08362eb2dbc19dcc16c1/websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee", size = 177016 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/1e/da/6462a9f510c0c49837bbc9345aca92d767a56c1fb2939e1579df1e1cdcf7/websockets-15.0.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:d63efaa0cd96cf0c5fe4d581521d9fa87744540d4bc999ae6e08595a1014b45b", size = 175423 }, + { url = "https://files.pythonhosted.org/packages/1c/9f/9d11c1a4eb046a9e106483b9ff69bce7ac880443f00e5ce64261b47b07e7/websockets-15.0.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ac60e3b188ec7574cb761b08d50fcedf9d77f1530352db4eef1707fe9dee7205", size = 173080 }, + { url = "https://files.pythonhosted.org/packages/d5/4f/b462242432d93ea45f297b6179c7333dd0402b855a912a04e7fc61c0d71f/websockets-15.0.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5756779642579d902eed757b21b0164cd6fe338506a8083eb58af5c372e39d9a", size = 173329 }, + { url = "https://files.pythonhosted.org/packages/6e/0c/6afa1f4644d7ed50284ac59cc70ef8abd44ccf7d45850d989ea7310538d0/websockets-15.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fdfe3e2a29e4db3659dbd5bbf04560cea53dd9610273917799f1cde46aa725e", size = 182312 }, + { url = "https://files.pythonhosted.org/packages/dd/d4/ffc8bd1350b229ca7a4db2a3e1c482cf87cea1baccd0ef3e72bc720caeec/websockets-15.0.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4c2529b320eb9e35af0fa3016c187dffb84a3ecc572bcee7c3ce302bfeba52bf", size = 181319 }, + { url = "https://files.pythonhosted.org/packages/97/3a/5323a6bb94917af13bbb34009fac01e55c51dfde354f63692bf2533ffbc2/websockets-15.0.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac1e5c9054fe23226fb11e05a6e630837f074174c4c2f0fe442996112a6de4fb", size = 181631 }, + { url = "https://files.pythonhosted.org/packages/a6/cc/1aeb0f7cee59ef065724041bb7ed667b6ab1eeffe5141696cccec2687b66/websockets-15.0.1-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:5df592cd503496351d6dc14f7cdad49f268d8e618f80dce0cd5a36b93c3fc08d", size = 182016 }, + { url = "https://files.pythonhosted.org/packages/79/f9/c86f8f7af208e4161a7f7e02774e9d0a81c632ae76db2ff22549e1718a51/websockets-15.0.1-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:0a34631031a8f05657e8e90903e656959234f3a04552259458aac0b0f9ae6fd9", size = 181426 }, + { url = "https://files.pythonhosted.org/packages/c7/b9/828b0bc6753db905b91df6ae477c0b14a141090df64fb17f8a9d7e3516cf/websockets-15.0.1-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:3d00075aa65772e7ce9e990cab3ff1de702aa09be3940d1dc88d5abf1ab8a09c", size = 181360 }, + { url = "https://files.pythonhosted.org/packages/89/fb/250f5533ec468ba6327055b7d98b9df056fb1ce623b8b6aaafb30b55d02e/websockets-15.0.1-cp310-cp310-win32.whl", hash = "sha256:1234d4ef35db82f5446dca8e35a7da7964d02c127b095e172e54397fb6a6c256", size = 176388 }, + { url = "https://files.pythonhosted.org/packages/1c/46/aca7082012768bb98e5608f01658ff3ac8437e563eca41cf068bd5849a5e/websockets-15.0.1-cp310-cp310-win_amd64.whl", hash = "sha256:39c1fec2c11dc8d89bba6b2bf1556af381611a173ac2b511cf7231622058af41", size = 176830 }, + { url = "https://files.pythonhosted.org/packages/9f/32/18fcd5919c293a398db67443acd33fde142f283853076049824fc58e6f75/websockets-15.0.1-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:823c248b690b2fd9303ba00c4f66cd5e2d8c3ba4aa968b2779be9532a4dad431", size = 175423 }, + { url = "https://files.pythonhosted.org/packages/76/70/ba1ad96b07869275ef42e2ce21f07a5b0148936688c2baf7e4a1f60d5058/websockets-15.0.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678999709e68425ae2593acf2e3ebcbcf2e69885a5ee78f9eb80e6e371f1bf57", size = 173082 }, + { url = "https://files.pythonhosted.org/packages/86/f2/10b55821dd40eb696ce4704a87d57774696f9451108cff0d2824c97e0f97/websockets-15.0.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d50fd1ee42388dcfb2b3676132c78116490976f1300da28eb629272d5d93e905", size = 173330 }, + { url = "https://files.pythonhosted.org/packages/a5/90/1c37ae8b8a113d3daf1065222b6af61cc44102da95388ac0018fcb7d93d9/websockets-15.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d99e5546bf73dbad5bf3547174cd6cb8ba7273062a23808ffea025ecb1cf8562", size = 182878 }, + { url = "https://files.pythonhosted.org/packages/8e/8d/96e8e288b2a41dffafb78e8904ea7367ee4f891dafc2ab8d87e2124cb3d3/websockets-15.0.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:66dd88c918e3287efc22409d426c8f729688d89a0c587c88971a0faa2c2f3792", size = 181883 }, + { url = "https://files.pythonhosted.org/packages/93/1f/5d6dbf551766308f6f50f8baf8e9860be6182911e8106da7a7f73785f4c4/websockets-15.0.1-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8dd8327c795b3e3f219760fa603dcae1dcc148172290a8ab15158cf85a953413", size = 182252 }, + { url = "https://files.pythonhosted.org/packages/d4/78/2d4fed9123e6620cbf1706c0de8a1632e1a28e7774d94346d7de1bba2ca3/websockets-15.0.1-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:8fdc51055e6ff4adeb88d58a11042ec9a5eae317a0a53d12c062c8a8865909e8", size = 182521 }, + { url = "https://files.pythonhosted.org/packages/e7/3b/66d4c1b444dd1a9823c4a81f50231b921bab54eee2f69e70319b4e21f1ca/websockets-15.0.1-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:693f0192126df6c2327cce3baa7c06f2a117575e32ab2308f7f8216c29d9e2e3", size = 181958 }, + { url = "https://files.pythonhosted.org/packages/08/ff/e9eed2ee5fed6f76fdd6032ca5cd38c57ca9661430bb3d5fb2872dc8703c/websockets-15.0.1-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:54479983bd5fb469c38f2f5c7e3a24f9a4e70594cd68cd1fa6b9340dadaff7cf", size = 181918 }, + { url = "https://files.pythonhosted.org/packages/d8/75/994634a49b7e12532be6a42103597b71098fd25900f7437d6055ed39930a/websockets-15.0.1-cp311-cp311-win32.whl", hash = "sha256:16b6c1b3e57799b9d38427dda63edcbe4926352c47cf88588c0be4ace18dac85", size = 176388 }, + { url = "https://files.pythonhosted.org/packages/98/93/e36c73f78400a65f5e236cd376713c34182e6663f6889cd45a4a04d8f203/websockets-15.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:27ccee0071a0e75d22cb35849b1db43f2ecd3e161041ac1ee9d2352ddf72f065", size = 176828 }, + { url = "https://files.pythonhosted.org/packages/51/6b/4545a0d843594f5d0771e86463606a3988b5a09ca5123136f8a76580dd63/websockets-15.0.1-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:3e90baa811a5d73f3ca0bcbf32064d663ed81318ab225ee4f427ad4e26e5aff3", size = 175437 }, + { url = "https://files.pythonhosted.org/packages/f4/71/809a0f5f6a06522af902e0f2ea2757f71ead94610010cf570ab5c98e99ed/websockets-15.0.1-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:592f1a9fe869c778694f0aa806ba0374e97648ab57936f092fd9d87f8bc03665", size = 173096 }, + { url = "https://files.pythonhosted.org/packages/3d/69/1a681dd6f02180916f116894181eab8b2e25b31e484c5d0eae637ec01f7c/websockets-15.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:0701bc3cfcb9164d04a14b149fd74be7347a530ad3bbf15ab2c678a2cd3dd9a2", size = 173332 }, + { url = "https://files.pythonhosted.org/packages/a6/02/0073b3952f5bce97eafbb35757f8d0d54812b6174ed8dd952aa08429bcc3/websockets-15.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:e8b56bdcdb4505c8078cb6c7157d9811a85790f2f2b3632c7d1462ab5783d215", size = 183152 }, + { url = "https://files.pythonhosted.org/packages/74/45/c205c8480eafd114b428284840da0b1be9ffd0e4f87338dc95dc6ff961a1/websockets-15.0.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:0af68c55afbd5f07986df82831c7bff04846928ea8d1fd7f30052638788bc9b5", size = 182096 }, + { url = "https://files.pythonhosted.org/packages/14/8f/aa61f528fba38578ec553c145857a181384c72b98156f858ca5c8e82d9d3/websockets-15.0.1-cp312-cp312-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:64dee438fed052b52e4f98f76c5790513235efaa1ef7f3f2192c392cd7c91b65", size = 182523 }, + { url = "https://files.pythonhosted.org/packages/ec/6d/0267396610add5bc0d0d3e77f546d4cd287200804fe02323797de77dbce9/websockets-15.0.1-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d5f6b181bb38171a8ad1d6aa58a67a6aa9d4b38d0f8c5f496b9e42561dfc62fe", size = 182790 }, + { url = "https://files.pythonhosted.org/packages/02/05/c68c5adbf679cf610ae2f74a9b871ae84564462955d991178f95a1ddb7dd/websockets-15.0.1-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:5d54b09eba2bada6011aea5375542a157637b91029687eb4fdb2dab11059c1b4", size = 182165 }, + { url = "https://files.pythonhosted.org/packages/29/93/bb672df7b2f5faac89761cb5fa34f5cec45a4026c383a4b5761c6cea5c16/websockets-15.0.1-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:3be571a8b5afed347da347bfcf27ba12b069d9d7f42cb8c7028b5e98bbb12597", size = 182160 }, + { url = "https://files.pythonhosted.org/packages/ff/83/de1f7709376dc3ca9b7eeb4b9a07b4526b14876b6d372a4dc62312bebee0/websockets-15.0.1-cp312-cp312-win32.whl", hash = "sha256:c338ffa0520bdb12fbc527265235639fb76e7bc7faafbb93f6ba80d9c06578a9", size = 176395 }, + { url = "https://files.pythonhosted.org/packages/7d/71/abf2ebc3bbfa40f391ce1428c7168fb20582d0ff57019b69ea20fa698043/websockets-15.0.1-cp312-cp312-win_amd64.whl", hash = "sha256:fcd5cf9e305d7b8338754470cf69cf81f420459dbae8a3b40cee57417f4614a7", size = 176841 }, + { url = "https://files.pythonhosted.org/packages/cb/9f/51f0cf64471a9d2b4d0fc6c534f323b664e7095640c34562f5182e5a7195/websockets-15.0.1-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:ee443ef070bb3b6ed74514f5efaa37a252af57c90eb33b956d35c8e9c10a1931", size = 175440 }, + { url = "https://files.pythonhosted.org/packages/8a/05/aa116ec9943c718905997412c5989f7ed671bc0188ee2ba89520e8765d7b/websockets-15.0.1-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:5a939de6b7b4e18ca683218320fc67ea886038265fd1ed30173f5ce3f8e85675", size = 173098 }, + { url = "https://files.pythonhosted.org/packages/ff/0b/33cef55ff24f2d92924923c99926dcce78e7bd922d649467f0eda8368923/websockets-15.0.1-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:746ee8dba912cd6fc889a8147168991d50ed70447bf18bcda7039f7d2e3d9151", size = 173329 }, + { url = "https://files.pythonhosted.org/packages/31/1d/063b25dcc01faa8fada1469bdf769de3768b7044eac9d41f734fd7b6ad6d/websockets-15.0.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:595b6c3969023ecf9041b2936ac3827e4623bfa3ccf007575f04c5a6aa318c22", size = 183111 }, + { url = "https://files.pythonhosted.org/packages/93/53/9a87ee494a51bf63e4ec9241c1ccc4f7c2f45fff85d5bde2ff74fcb68b9e/websockets-15.0.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3c714d2fc58b5ca3e285461a4cc0c9a66bd0e24c5da9911e30158286c9b5be7f", size = 182054 }, + { url = "https://files.pythonhosted.org/packages/ff/b2/83a6ddf56cdcbad4e3d841fcc55d6ba7d19aeb89c50f24dd7e859ec0805f/websockets-15.0.1-cp313-cp313-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f3c1e2ab208db911594ae5b4f79addeb3501604a165019dd221c0bdcabe4db8", size = 182496 }, + { url = "https://files.pythonhosted.org/packages/98/41/e7038944ed0abf34c45aa4635ba28136f06052e08fc2168520bb8b25149f/websockets-15.0.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375", size = 182829 }, + { url = "https://files.pythonhosted.org/packages/e0/17/de15b6158680c7623c6ef0db361da965ab25d813ae54fcfeae2e5b9ef910/websockets-15.0.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d", size = 182217 }, + { url = "https://files.pythonhosted.org/packages/33/2b/1f168cb6041853eef0362fb9554c3824367c5560cbdaad89ac40f8c2edfc/websockets-15.0.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4", size = 182195 }, + { url = "https://files.pythonhosted.org/packages/86/eb/20b6cdf273913d0ad05a6a14aed4b9a85591c18a987a3d47f20fa13dcc47/websockets-15.0.1-cp313-cp313-win32.whl", hash = "sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa", size = 176393 }, + { url = "https://files.pythonhosted.org/packages/1b/6c/c65773d6cab416a64d191d6ee8a8b1c68a09970ea6909d16965d26bfed1e/websockets-15.0.1-cp313-cp313-win_amd64.whl", hash = "sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561", size = 176837 }, + { url = "https://files.pythonhosted.org/packages/02/9e/d40f779fa16f74d3468357197af8d6ad07e7c5a27ea1ca74ceb38986f77a/websockets-15.0.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0c9e74d766f2818bb95f84c25be4dea09841ac0f734d1966f415e4edfc4ef1c3", size = 173109 }, + { url = "https://files.pythonhosted.org/packages/bc/cd/5b887b8585a593073fd92f7c23ecd3985cd2c3175025a91b0d69b0551372/websockets-15.0.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:1009ee0c7739c08a0cd59de430d6de452a55e42d6b522de7aa15e6f67db0b8e1", size = 173343 }, + { url = "https://files.pythonhosted.org/packages/fe/ae/d34f7556890341e900a95acf4886833646306269f899d58ad62f588bf410/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76d1f20b1c7a2fa82367e04982e708723ba0e7b8d43aa643d3dcd404d74f1475", size = 174599 }, + { url = "https://files.pythonhosted.org/packages/71/e6/5fd43993a87db364ec60fc1d608273a1a465c0caba69176dd160e197ce42/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f29d80eb9a9263b8d109135351caf568cc3f80b9928bccde535c235de55c22d9", size = 174207 }, + { url = "https://files.pythonhosted.org/packages/2b/fb/c492d6daa5ec067c2988ac80c61359ace5c4c674c532985ac5a123436cec/websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b359ed09954d7c18bbc1680f380c7301f92c60bf924171629c5db97febb12f04", size = 174155 }, + { url = "https://files.pythonhosted.org/packages/68/a1/dcb68430b1d00b698ae7a7e0194433bce4f07ded185f0ee5fb21e2a2e91e/websockets-15.0.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:cad21560da69f4ce7658ca2cb83138fb4cf695a2ba3e475e0559e05991aa8122", size = 176884 }, + { url = "https://files.pythonhosted.org/packages/fa/a8/5b41e0da817d64113292ab1f8247140aac61cbf6cfd085d6a0fa77f4984f/websockets-15.0.1-py3-none-any.whl", hash = "sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f", size = 169743 }, ] [[package]] @@ -6287,96 +6275,96 @@ source = { registry = "https://pypi.org/simple" } dependencies = [ { name = "markupsafe", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/9f/69/83029f1f6300c5fb2471d621ab06f6ec6b3324685a2ce0f9777fd4a8b71e/werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746", size = 806925, upload-time = "2024-11-08T15:52:18.093Z" } +sdist = { url = "https://files.pythonhosted.org/packages/9f/69/83029f1f6300c5fb2471d621ab06f6ec6b3324685a2ce0f9777fd4a8b71e/werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746", size = 806925 } wheels = [ - { url = "https://files.pythonhosted.org/packages/52/24/ab44c871b0f07f491e5d2ad12c9bd7358e527510618cb1b803a88e986db1/werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e", size = 224498, upload-time = "2024-11-08T15:52:16.132Z" }, + { url = "https://files.pythonhosted.org/packages/52/24/ab44c871b0f07f491e5d2ad12c9bd7358e527510618cb1b803a88e986db1/werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e", size = 224498 }, ] [[package]] name = "wheel" version = "0.45.1" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/8a/98/2d9906746cdc6a6ef809ae6338005b3f21bb568bea3165cfc6a243fdc25c/wheel-0.45.1.tar.gz", hash = "sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729", size = 107545, upload-time = "2024-11-23T00:18:23.513Z" } +sdist = { url = "https://files.pythonhosted.org/packages/8a/98/2d9906746cdc6a6ef809ae6338005b3f21bb568bea3165cfc6a243fdc25c/wheel-0.45.1.tar.gz", hash = "sha256:661e1abd9198507b1409a20c02106d9670b2576e916d58f520316666abca6729", size = 107545 } wheels = [ - { url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl", hash = "sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248", size = 72494, upload-time = "2024-11-23T00:18:21.207Z" }, + { url = "https://files.pythonhosted.org/packages/0b/2c/87f3254fd8ffd29e4c02732eee68a83a1d3c346ae39bc6822dcbcb697f2b/wheel-0.45.1-py3-none-any.whl", hash = "sha256:708e7481cc80179af0e556bbf0cc00b8444c7321e2700b8d8580231d13017248", size = 72494 }, ] [[package]] name = "win32-setctime" version = "1.2.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/b3/8f/705086c9d734d3b663af0e9bb3d4de6578d08f46b1b101c2442fd9aecaa2/win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0", size = 4867, upload-time = "2024-12-07T15:28:28.314Z" } +sdist = { url = "https://files.pythonhosted.org/packages/b3/8f/705086c9d734d3b663af0e9bb3d4de6578d08f46b1b101c2442fd9aecaa2/win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0", size = 4867 } wheels = [ - { url = "https://files.pythonhosted.org/packages/e1/07/c6fe3ad3e685340704d314d765b7912993bcb8dc198f0e7a89382d37974b/win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390", size = 4083, upload-time = "2024-12-07T15:28:26.465Z" }, + { url = "https://files.pythonhosted.org/packages/e1/07/c6fe3ad3e685340704d314d765b7912993bcb8dc198f0e7a89382d37974b/win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390", size = 4083 }, ] [[package]] name = "wrapt" version = "1.17.3" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/95/8f/aeb76c5b46e273670962298c23e7ddde79916cb74db802131d49a85e4b7d/wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0", size = 55547, upload-time = "2025-08-12T05:53:21.714Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/3f/23/bb82321b86411eb51e5a5db3fb8f8032fd30bd7c2d74bfe936136b2fa1d6/wrapt-1.17.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88bbae4d40d5a46142e70d58bf664a89b6b4befaea7b2ecc14e03cedb8e06c04", size = 53482, upload-time = "2025-08-12T05:51:44.467Z" }, - { url = "https://files.pythonhosted.org/packages/45/69/f3c47642b79485a30a59c63f6d739ed779fb4cc8323205d047d741d55220/wrapt-1.17.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6b13af258d6a9ad602d57d889f83b9d5543acd471eee12eb51f5b01f8eb1bc2", size = 38676, upload-time = "2025-08-12T05:51:32.636Z" }, - { url = "https://files.pythonhosted.org/packages/d1/71/e7e7f5670c1eafd9e990438e69d8fb46fa91a50785332e06b560c869454f/wrapt-1.17.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fd341868a4b6714a5962c1af0bd44f7c404ef78720c7de4892901e540417111c", size = 38957, upload-time = "2025-08-12T05:51:54.655Z" }, - { url = "https://files.pythonhosted.org/packages/de/17/9f8f86755c191d6779d7ddead1a53c7a8aa18bccb7cea8e7e72dfa6a8a09/wrapt-1.17.3-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f9b2601381be482f70e5d1051a5965c25fb3625455a2bf520b5a077b22afb775", size = 81975, upload-time = "2025-08-12T05:52:30.109Z" }, - { url = "https://files.pythonhosted.org/packages/f2/15/dd576273491f9f43dd09fce517f6c2ce6eb4fe21681726068db0d0467096/wrapt-1.17.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:343e44b2a8e60e06a7e0d29c1671a0d9951f59174f3709962b5143f60a2a98bd", size = 83149, upload-time = "2025-08-12T05:52:09.316Z" }, - { url = "https://files.pythonhosted.org/packages/0c/c4/5eb4ce0d4814521fee7aa806264bf7a114e748ad05110441cd5b8a5c744b/wrapt-1.17.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:33486899acd2d7d3066156b03465b949da3fd41a5da6e394ec49d271baefcf05", size = 82209, upload-time = "2025-08-12T05:52:10.331Z" }, - { url = "https://files.pythonhosted.org/packages/31/4b/819e9e0eb5c8dc86f60dfc42aa4e2c0d6c3db8732bce93cc752e604bb5f5/wrapt-1.17.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e6f40a8aa5a92f150bdb3e1c44b7e98fb7113955b2e5394122fa5532fec4b418", size = 81551, upload-time = "2025-08-12T05:52:31.137Z" }, - { url = "https://files.pythonhosted.org/packages/f8/83/ed6baf89ba3a56694700139698cf703aac9f0f9eb03dab92f57551bd5385/wrapt-1.17.3-cp310-cp310-win32.whl", hash = "sha256:a36692b8491d30a8c75f1dfee65bef119d6f39ea84ee04d9f9311f83c5ad9390", size = 36464, upload-time = "2025-08-12T05:53:01.204Z" }, - { url = "https://files.pythonhosted.org/packages/2f/90/ee61d36862340ad7e9d15a02529df6b948676b9a5829fd5e16640156627d/wrapt-1.17.3-cp310-cp310-win_amd64.whl", hash = "sha256:afd964fd43b10c12213574db492cb8f73b2f0826c8df07a68288f8f19af2ebe6", size = 38748, upload-time = "2025-08-12T05:53:00.209Z" }, - { url = "https://files.pythonhosted.org/packages/bd/c3/cefe0bd330d389c9983ced15d326f45373f4073c9f4a8c2f99b50bfea329/wrapt-1.17.3-cp310-cp310-win_arm64.whl", hash = "sha256:af338aa93554be859173c39c85243970dc6a289fa907402289eeae7543e1ae18", size = 36810, upload-time = "2025-08-12T05:52:51.906Z" }, - { url = "https://files.pythonhosted.org/packages/52/db/00e2a219213856074a213503fdac0511203dceefff26e1daa15250cc01a0/wrapt-1.17.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:273a736c4645e63ac582c60a56b0acb529ef07f78e08dc6bfadf6a46b19c0da7", size = 53482, upload-time = "2025-08-12T05:51:45.79Z" }, - { url = "https://files.pythonhosted.org/packages/5e/30/ca3c4a5eba478408572096fe9ce36e6e915994dd26a4e9e98b4f729c06d9/wrapt-1.17.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5531d911795e3f935a9c23eb1c8c03c211661a5060aab167065896bbf62a5f85", size = 38674, upload-time = "2025-08-12T05:51:34.629Z" }, - { url = "https://files.pythonhosted.org/packages/31/25/3e8cc2c46b5329c5957cec959cb76a10718e1a513309c31399a4dad07eb3/wrapt-1.17.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0610b46293c59a3adbae3dee552b648b984176f8562ee0dba099a56cfbe4df1f", size = 38959, upload-time = "2025-08-12T05:51:56.074Z" }, - { url = "https://files.pythonhosted.org/packages/5d/8f/a32a99fc03e4b37e31b57cb9cefc65050ea08147a8ce12f288616b05ef54/wrapt-1.17.3-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b32888aad8b6e68f83a8fdccbf3165f5469702a7544472bdf41f582970ed3311", size = 82376, upload-time = "2025-08-12T05:52:32.134Z" }, - { url = "https://files.pythonhosted.org/packages/31/57/4930cb8d9d70d59c27ee1332a318c20291749b4fba31f113c2f8ac49a72e/wrapt-1.17.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8cccf4f81371f257440c88faed6b74f1053eef90807b77e31ca057b2db74edb1", size = 83604, upload-time = "2025-08-12T05:52:11.663Z" }, - { url = "https://files.pythonhosted.org/packages/a8/f3/1afd48de81d63dd66e01b263a6fbb86e1b5053b419b9b33d13e1f6d0f7d0/wrapt-1.17.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d8a210b158a34164de8bb68b0e7780041a903d7b00c87e906fb69928bf7890d5", size = 82782, upload-time = "2025-08-12T05:52:12.626Z" }, - { url = "https://files.pythonhosted.org/packages/1e/d7/4ad5327612173b144998232f98a85bb24b60c352afb73bc48e3e0d2bdc4e/wrapt-1.17.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:79573c24a46ce11aab457b472efd8d125e5a51da2d1d24387666cd85f54c05b2", size = 82076, upload-time = "2025-08-12T05:52:33.168Z" }, - { url = "https://files.pythonhosted.org/packages/bb/59/e0adfc831674a65694f18ea6dc821f9fcb9ec82c2ce7e3d73a88ba2e8718/wrapt-1.17.3-cp311-cp311-win32.whl", hash = "sha256:c31eebe420a9a5d2887b13000b043ff6ca27c452a9a22fa71f35f118e8d4bf89", size = 36457, upload-time = "2025-08-12T05:53:03.936Z" }, - { url = "https://files.pythonhosted.org/packages/83/88/16b7231ba49861b6f75fc309b11012ede4d6b0a9c90969d9e0db8d991aeb/wrapt-1.17.3-cp311-cp311-win_amd64.whl", hash = "sha256:0b1831115c97f0663cb77aa27d381237e73ad4f721391a9bfb2fe8bc25fa6e77", size = 38745, upload-time = "2025-08-12T05:53:02.885Z" }, - { url = "https://files.pythonhosted.org/packages/9a/1e/c4d4f3398ec073012c51d1c8d87f715f56765444e1a4b11e5180577b7e6e/wrapt-1.17.3-cp311-cp311-win_arm64.whl", hash = "sha256:5a7b3c1ee8265eb4c8f1b7d29943f195c00673f5ab60c192eba2d4a7eae5f46a", size = 36806, upload-time = "2025-08-12T05:52:53.368Z" }, - { url = "https://files.pythonhosted.org/packages/9f/41/cad1aba93e752f1f9268c77270da3c469883d56e2798e7df6240dcb2287b/wrapt-1.17.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ab232e7fdb44cdfbf55fc3afa31bcdb0d8980b9b95c38b6405df2acb672af0e0", size = 53998, upload-time = "2025-08-12T05:51:47.138Z" }, - { url = "https://files.pythonhosted.org/packages/60/f8/096a7cc13097a1869fe44efe68dace40d2a16ecb853141394047f0780b96/wrapt-1.17.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9baa544e6acc91130e926e8c802a17f3b16fbea0fd441b5a60f5cf2cc5c3deba", size = 39020, upload-time = "2025-08-12T05:51:35.906Z" }, - { url = "https://files.pythonhosted.org/packages/33/df/bdf864b8997aab4febb96a9ae5c124f700a5abd9b5e13d2a3214ec4be705/wrapt-1.17.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6b538e31eca1a7ea4605e44f81a48aa24c4632a277431a6ed3f328835901f4fd", size = 39098, upload-time = "2025-08-12T05:51:57.474Z" }, - { url = "https://files.pythonhosted.org/packages/9f/81/5d931d78d0eb732b95dc3ddaeeb71c8bb572fb01356e9133916cd729ecdd/wrapt-1.17.3-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:042ec3bb8f319c147b1301f2393bc19dba6e176b7da446853406d041c36c7828", size = 88036, upload-time = "2025-08-12T05:52:34.784Z" }, - { url = "https://files.pythonhosted.org/packages/ca/38/2e1785df03b3d72d34fc6252d91d9d12dc27a5c89caef3335a1bbb8908ca/wrapt-1.17.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3af60380ba0b7b5aeb329bc4e402acd25bd877e98b3727b0135cb5c2efdaefe9", size = 88156, upload-time = "2025-08-12T05:52:13.599Z" }, - { url = "https://files.pythonhosted.org/packages/b3/8b/48cdb60fe0603e34e05cffda0b2a4adab81fd43718e11111a4b0100fd7c1/wrapt-1.17.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0b02e424deef65c9f7326d8c19220a2c9040c51dc165cddb732f16198c168396", size = 87102, upload-time = "2025-08-12T05:52:14.56Z" }, - { url = "https://files.pythonhosted.org/packages/3c/51/d81abca783b58f40a154f1b2c56db1d2d9e0d04fa2d4224e357529f57a57/wrapt-1.17.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:74afa28374a3c3a11b3b5e5fca0ae03bef8450d6aa3ab3a1e2c30e3a75d023dc", size = 87732, upload-time = "2025-08-12T05:52:36.165Z" }, - { url = "https://files.pythonhosted.org/packages/9e/b1/43b286ca1392a006d5336412d41663eeef1ad57485f3e52c767376ba7e5a/wrapt-1.17.3-cp312-cp312-win32.whl", hash = "sha256:4da9f45279fff3543c371d5ababc57a0384f70be244de7759c85a7f989cb4ebe", size = 36705, upload-time = "2025-08-12T05:53:07.123Z" }, - { url = "https://files.pythonhosted.org/packages/28/de/49493f962bd3c586ab4b88066e967aa2e0703d6ef2c43aa28cb83bf7b507/wrapt-1.17.3-cp312-cp312-win_amd64.whl", hash = "sha256:e71d5c6ebac14875668a1e90baf2ea0ef5b7ac7918355850c0908ae82bcb297c", size = 38877, upload-time = "2025-08-12T05:53:05.436Z" }, - { url = "https://files.pythonhosted.org/packages/f1/48/0f7102fe9cb1e8a5a77f80d4f0956d62d97034bbe88d33e94699f99d181d/wrapt-1.17.3-cp312-cp312-win_arm64.whl", hash = "sha256:604d076c55e2fdd4c1c03d06dc1a31b95130010517b5019db15365ec4a405fc6", size = 36885, upload-time = "2025-08-12T05:52:54.367Z" }, - { url = "https://files.pythonhosted.org/packages/fc/f6/759ece88472157acb55fc195e5b116e06730f1b651b5b314c66291729193/wrapt-1.17.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a47681378a0439215912ef542c45a783484d4dd82bac412b71e59cf9c0e1cea0", size = 54003, upload-time = "2025-08-12T05:51:48.627Z" }, - { url = "https://files.pythonhosted.org/packages/4f/a9/49940b9dc6d47027dc850c116d79b4155f15c08547d04db0f07121499347/wrapt-1.17.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:54a30837587c6ee3cd1a4d1c2ec5d24e77984d44e2f34547e2323ddb4e22eb77", size = 39025, upload-time = "2025-08-12T05:51:37.156Z" }, - { url = "https://files.pythonhosted.org/packages/45/35/6a08de0f2c96dcdd7fe464d7420ddb9a7655a6561150e5fc4da9356aeaab/wrapt-1.17.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:16ecf15d6af39246fe33e507105d67e4b81d8f8d2c6598ff7e3ca1b8a37213f7", size = 39108, upload-time = "2025-08-12T05:51:58.425Z" }, - { url = "https://files.pythonhosted.org/packages/0c/37/6faf15cfa41bf1f3dba80cd3f5ccc6622dfccb660ab26ed79f0178c7497f/wrapt-1.17.3-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:6fd1ad24dc235e4ab88cda009e19bf347aabb975e44fd5c2fb22a3f6e4141277", size = 88072, upload-time = "2025-08-12T05:52:37.53Z" }, - { url = "https://files.pythonhosted.org/packages/78/f2/efe19ada4a38e4e15b6dff39c3e3f3f73f5decf901f66e6f72fe79623a06/wrapt-1.17.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ed61b7c2d49cee3c027372df5809a59d60cf1b6c2f81ee980a091f3afed6a2d", size = 88214, upload-time = "2025-08-12T05:52:15.886Z" }, - { url = "https://files.pythonhosted.org/packages/40/90/ca86701e9de1622b16e09689fc24b76f69b06bb0150990f6f4e8b0eeb576/wrapt-1.17.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:423ed5420ad5f5529db9ce89eac09c8a2f97da18eb1c870237e84c5a5c2d60aa", size = 87105, upload-time = "2025-08-12T05:52:17.914Z" }, - { url = "https://files.pythonhosted.org/packages/fd/e0/d10bd257c9a3e15cbf5523025252cc14d77468e8ed644aafb2d6f54cb95d/wrapt-1.17.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e01375f275f010fcbf7f643b4279896d04e571889b8a5b3f848423d91bf07050", size = 87766, upload-time = "2025-08-12T05:52:39.243Z" }, - { url = "https://files.pythonhosted.org/packages/e8/cf/7d848740203c7b4b27eb55dbfede11aca974a51c3d894f6cc4b865f42f58/wrapt-1.17.3-cp313-cp313-win32.whl", hash = "sha256:53e5e39ff71b3fc484df8a522c933ea2b7cdd0d5d15ae82e5b23fde87d44cbd8", size = 36711, upload-time = "2025-08-12T05:53:10.074Z" }, - { url = "https://files.pythonhosted.org/packages/57/54/35a84d0a4d23ea675994104e667ceff49227ce473ba6a59ba2c84f250b74/wrapt-1.17.3-cp313-cp313-win_amd64.whl", hash = "sha256:1f0b2f40cf341ee8cc1a97d51ff50dddb9fcc73241b9143ec74b30fc4f44f6cb", size = 38885, upload-time = "2025-08-12T05:53:08.695Z" }, - { url = "https://files.pythonhosted.org/packages/01/77/66e54407c59d7b02a3c4e0af3783168fff8e5d61def52cda8728439d86bc/wrapt-1.17.3-cp313-cp313-win_arm64.whl", hash = "sha256:7425ac3c54430f5fc5e7b6f41d41e704db073309acfc09305816bc6a0b26bb16", size = 36896, upload-time = "2025-08-12T05:52:55.34Z" }, - { url = "https://files.pythonhosted.org/packages/02/a2/cd864b2a14f20d14f4c496fab97802001560f9f41554eef6df201cd7f76c/wrapt-1.17.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:cf30f6e3c077c8e6a9a7809c94551203c8843e74ba0c960f4a98cd80d4665d39", size = 54132, upload-time = "2025-08-12T05:51:49.864Z" }, - { url = "https://files.pythonhosted.org/packages/d5/46/d011725b0c89e853dc44cceb738a307cde5d240d023d6d40a82d1b4e1182/wrapt-1.17.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:e228514a06843cae89621384cfe3a80418f3c04aadf8a3b14e46a7be704e4235", size = 39091, upload-time = "2025-08-12T05:51:38.935Z" }, - { url = "https://files.pythonhosted.org/packages/2e/9e/3ad852d77c35aae7ddebdbc3b6d35ec8013af7d7dddad0ad911f3d891dae/wrapt-1.17.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:5ea5eb3c0c071862997d6f3e02af1d055f381b1d25b286b9d6644b79db77657c", size = 39172, upload-time = "2025-08-12T05:51:59.365Z" }, - { url = "https://files.pythonhosted.org/packages/c3/f7/c983d2762bcce2326c317c26a6a1e7016f7eb039c27cdf5c4e30f4160f31/wrapt-1.17.3-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:281262213373b6d5e4bb4353bc36d1ba4084e6d6b5d242863721ef2bf2c2930b", size = 87163, upload-time = "2025-08-12T05:52:40.965Z" }, - { url = "https://files.pythonhosted.org/packages/e4/0f/f673f75d489c7f22d17fe0193e84b41540d962f75fce579cf6873167c29b/wrapt-1.17.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dc4a8d2b25efb6681ecacad42fca8859f88092d8732b170de6a5dddd80a1c8fa", size = 87963, upload-time = "2025-08-12T05:52:20.326Z" }, - { url = "https://files.pythonhosted.org/packages/df/61/515ad6caca68995da2fac7a6af97faab8f78ebe3bf4f761e1b77efbc47b5/wrapt-1.17.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:373342dd05b1d07d752cecbec0c41817231f29f3a89aa8b8843f7b95992ed0c7", size = 86945, upload-time = "2025-08-12T05:52:21.581Z" }, - { url = "https://files.pythonhosted.org/packages/d3/bd/4e70162ce398462a467bc09e768bee112f1412e563620adc353de9055d33/wrapt-1.17.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d40770d7c0fd5cbed9d84b2c3f2e156431a12c9a37dc6284060fb4bec0b7ffd4", size = 86857, upload-time = "2025-08-12T05:52:43.043Z" }, - { url = "https://files.pythonhosted.org/packages/2b/b8/da8560695e9284810b8d3df8a19396a6e40e7518059584a1a394a2b35e0a/wrapt-1.17.3-cp314-cp314-win32.whl", hash = "sha256:fbd3c8319de8e1dc79d346929cd71d523622da527cca14e0c1d257e31c2b8b10", size = 37178, upload-time = "2025-08-12T05:53:12.605Z" }, - { url = "https://files.pythonhosted.org/packages/db/c8/b71eeb192c440d67a5a0449aaee2310a1a1e8eca41676046f99ed2487e9f/wrapt-1.17.3-cp314-cp314-win_amd64.whl", hash = "sha256:e1a4120ae5705f673727d3253de3ed0e016f7cd78dc463db1b31e2463e1f3cf6", size = 39310, upload-time = "2025-08-12T05:53:11.106Z" }, - { url = "https://files.pythonhosted.org/packages/45/20/2cda20fd4865fa40f86f6c46ed37a2a8356a7a2fde0773269311f2af56c7/wrapt-1.17.3-cp314-cp314-win_arm64.whl", hash = "sha256:507553480670cab08a800b9463bdb881b2edeed77dc677b0a5915e6106e91a58", size = 37266, upload-time = "2025-08-12T05:52:56.531Z" }, - { url = "https://files.pythonhosted.org/packages/77/ed/dd5cf21aec36c80443c6f900449260b80e2a65cf963668eaef3b9accce36/wrapt-1.17.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:ed7c635ae45cfbc1a7371f708727bf74690daedc49b4dba310590ca0bd28aa8a", size = 56544, upload-time = "2025-08-12T05:51:51.109Z" }, - { url = "https://files.pythonhosted.org/packages/8d/96/450c651cc753877ad100c7949ab4d2e2ecc4d97157e00fa8f45df682456a/wrapt-1.17.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:249f88ed15503f6492a71f01442abddd73856a0032ae860de6d75ca62eed8067", size = 40283, upload-time = "2025-08-12T05:51:39.912Z" }, - { url = "https://files.pythonhosted.org/packages/d1/86/2fcad95994d9b572db57632acb6f900695a648c3e063f2cd344b3f5c5a37/wrapt-1.17.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:5a03a38adec8066d5a37bea22f2ba6bbf39fcdefbe2d91419ab864c3fb515454", size = 40366, upload-time = "2025-08-12T05:52:00.693Z" }, - { url = "https://files.pythonhosted.org/packages/64/0e/f4472f2fdde2d4617975144311f8800ef73677a159be7fe61fa50997d6c0/wrapt-1.17.3-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:5d4478d72eb61c36e5b446e375bbc49ed002430d17cdec3cecb36993398e1a9e", size = 108571, upload-time = "2025-08-12T05:52:44.521Z" }, - { url = "https://files.pythonhosted.org/packages/cc/01/9b85a99996b0a97c8a17484684f206cbb6ba73c1ce6890ac668bcf3838fb/wrapt-1.17.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:223db574bb38637e8230eb14b185565023ab624474df94d2af18f1cdb625216f", size = 113094, upload-time = "2025-08-12T05:52:22.618Z" }, - { url = "https://files.pythonhosted.org/packages/25/02/78926c1efddcc7b3aa0bc3d6b33a822f7d898059f7cd9ace8c8318e559ef/wrapt-1.17.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e405adefb53a435f01efa7ccdec012c016b5a1d3f35459990afc39b6be4d5056", size = 110659, upload-time = "2025-08-12T05:52:24.057Z" }, - { url = "https://files.pythonhosted.org/packages/dc/ee/c414501ad518ac3e6fe184753632fe5e5ecacdcf0effc23f31c1e4f7bfcf/wrapt-1.17.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:88547535b787a6c9ce4086917b6e1d291aa8ed914fdd3a838b3539dc95c12804", size = 106946, upload-time = "2025-08-12T05:52:45.976Z" }, - { url = "https://files.pythonhosted.org/packages/be/44/a1bd64b723d13bb151d6cc91b986146a1952385e0392a78567e12149c7b4/wrapt-1.17.3-cp314-cp314t-win32.whl", hash = "sha256:41b1d2bc74c2cac6f9074df52b2efbef2b30bdfe5f40cb78f8ca22963bc62977", size = 38717, upload-time = "2025-08-12T05:53:15.214Z" }, - { url = "https://files.pythonhosted.org/packages/79/d9/7cfd5a312760ac4dd8bf0184a6ee9e43c33e47f3dadc303032ce012b8fa3/wrapt-1.17.3-cp314-cp314t-win_amd64.whl", hash = "sha256:73d496de46cd2cdbdbcce4ae4bcdb4afb6a11234a1df9c085249d55166b95116", size = 41334, upload-time = "2025-08-12T05:53:14.178Z" }, - { url = "https://files.pythonhosted.org/packages/46/78/10ad9781128ed2f99dbc474f43283b13fea8ba58723e98844367531c18e9/wrapt-1.17.3-cp314-cp314t-win_arm64.whl", hash = "sha256:f38e60678850c42461d4202739f9bf1e3a737c7ad283638251e79cc49effb6b6", size = 38471, upload-time = "2025-08-12T05:52:57.784Z" }, - { url = "https://files.pythonhosted.org/packages/1f/f6/a933bd70f98e9cf3e08167fc5cd7aaaca49147e48411c0bd5ae701bb2194/wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22", size = 23591, upload-time = "2025-08-12T05:53:20.674Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/95/8f/aeb76c5b46e273670962298c23e7ddde79916cb74db802131d49a85e4b7d/wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0", size = 55547 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/3f/23/bb82321b86411eb51e5a5db3fb8f8032fd30bd7c2d74bfe936136b2fa1d6/wrapt-1.17.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88bbae4d40d5a46142e70d58bf664a89b6b4befaea7b2ecc14e03cedb8e06c04", size = 53482 }, + { url = "https://files.pythonhosted.org/packages/45/69/f3c47642b79485a30a59c63f6d739ed779fb4cc8323205d047d741d55220/wrapt-1.17.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6b13af258d6a9ad602d57d889f83b9d5543acd471eee12eb51f5b01f8eb1bc2", size = 38676 }, + { url = "https://files.pythonhosted.org/packages/d1/71/e7e7f5670c1eafd9e990438e69d8fb46fa91a50785332e06b560c869454f/wrapt-1.17.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:fd341868a4b6714a5962c1af0bd44f7c404ef78720c7de4892901e540417111c", size = 38957 }, + { url = "https://files.pythonhosted.org/packages/de/17/9f8f86755c191d6779d7ddead1a53c7a8aa18bccb7cea8e7e72dfa6a8a09/wrapt-1.17.3-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:f9b2601381be482f70e5d1051a5965c25fb3625455a2bf520b5a077b22afb775", size = 81975 }, + { url = "https://files.pythonhosted.org/packages/f2/15/dd576273491f9f43dd09fce517f6c2ce6eb4fe21681726068db0d0467096/wrapt-1.17.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:343e44b2a8e60e06a7e0d29c1671a0d9951f59174f3709962b5143f60a2a98bd", size = 83149 }, + { url = "https://files.pythonhosted.org/packages/0c/c4/5eb4ce0d4814521fee7aa806264bf7a114e748ad05110441cd5b8a5c744b/wrapt-1.17.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:33486899acd2d7d3066156b03465b949da3fd41a5da6e394ec49d271baefcf05", size = 82209 }, + { url = "https://files.pythonhosted.org/packages/31/4b/819e9e0eb5c8dc86f60dfc42aa4e2c0d6c3db8732bce93cc752e604bb5f5/wrapt-1.17.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e6f40a8aa5a92f150bdb3e1c44b7e98fb7113955b2e5394122fa5532fec4b418", size = 81551 }, + { url = "https://files.pythonhosted.org/packages/f8/83/ed6baf89ba3a56694700139698cf703aac9f0f9eb03dab92f57551bd5385/wrapt-1.17.3-cp310-cp310-win32.whl", hash = "sha256:a36692b8491d30a8c75f1dfee65bef119d6f39ea84ee04d9f9311f83c5ad9390", size = 36464 }, + { url = "https://files.pythonhosted.org/packages/2f/90/ee61d36862340ad7e9d15a02529df6b948676b9a5829fd5e16640156627d/wrapt-1.17.3-cp310-cp310-win_amd64.whl", hash = "sha256:afd964fd43b10c12213574db492cb8f73b2f0826c8df07a68288f8f19af2ebe6", size = 38748 }, + { url = "https://files.pythonhosted.org/packages/bd/c3/cefe0bd330d389c9983ced15d326f45373f4073c9f4a8c2f99b50bfea329/wrapt-1.17.3-cp310-cp310-win_arm64.whl", hash = "sha256:af338aa93554be859173c39c85243970dc6a289fa907402289eeae7543e1ae18", size = 36810 }, + { url = "https://files.pythonhosted.org/packages/52/db/00e2a219213856074a213503fdac0511203dceefff26e1daa15250cc01a0/wrapt-1.17.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:273a736c4645e63ac582c60a56b0acb529ef07f78e08dc6bfadf6a46b19c0da7", size = 53482 }, + { url = "https://files.pythonhosted.org/packages/5e/30/ca3c4a5eba478408572096fe9ce36e6e915994dd26a4e9e98b4f729c06d9/wrapt-1.17.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5531d911795e3f935a9c23eb1c8c03c211661a5060aab167065896bbf62a5f85", size = 38674 }, + { url = "https://files.pythonhosted.org/packages/31/25/3e8cc2c46b5329c5957cec959cb76a10718e1a513309c31399a4dad07eb3/wrapt-1.17.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:0610b46293c59a3adbae3dee552b648b984176f8562ee0dba099a56cfbe4df1f", size = 38959 }, + { url = "https://files.pythonhosted.org/packages/5d/8f/a32a99fc03e4b37e31b57cb9cefc65050ea08147a8ce12f288616b05ef54/wrapt-1.17.3-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:b32888aad8b6e68f83a8fdccbf3165f5469702a7544472bdf41f582970ed3311", size = 82376 }, + { url = "https://files.pythonhosted.org/packages/31/57/4930cb8d9d70d59c27ee1332a318c20291749b4fba31f113c2f8ac49a72e/wrapt-1.17.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:8cccf4f81371f257440c88faed6b74f1053eef90807b77e31ca057b2db74edb1", size = 83604 }, + { url = "https://files.pythonhosted.org/packages/a8/f3/1afd48de81d63dd66e01b263a6fbb86e1b5053b419b9b33d13e1f6d0f7d0/wrapt-1.17.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:d8a210b158a34164de8bb68b0e7780041a903d7b00c87e906fb69928bf7890d5", size = 82782 }, + { url = "https://files.pythonhosted.org/packages/1e/d7/4ad5327612173b144998232f98a85bb24b60c352afb73bc48e3e0d2bdc4e/wrapt-1.17.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:79573c24a46ce11aab457b472efd8d125e5a51da2d1d24387666cd85f54c05b2", size = 82076 }, + { url = "https://files.pythonhosted.org/packages/bb/59/e0adfc831674a65694f18ea6dc821f9fcb9ec82c2ce7e3d73a88ba2e8718/wrapt-1.17.3-cp311-cp311-win32.whl", hash = "sha256:c31eebe420a9a5d2887b13000b043ff6ca27c452a9a22fa71f35f118e8d4bf89", size = 36457 }, + { url = "https://files.pythonhosted.org/packages/83/88/16b7231ba49861b6f75fc309b11012ede4d6b0a9c90969d9e0db8d991aeb/wrapt-1.17.3-cp311-cp311-win_amd64.whl", hash = "sha256:0b1831115c97f0663cb77aa27d381237e73ad4f721391a9bfb2fe8bc25fa6e77", size = 38745 }, + { url = "https://files.pythonhosted.org/packages/9a/1e/c4d4f3398ec073012c51d1c8d87f715f56765444e1a4b11e5180577b7e6e/wrapt-1.17.3-cp311-cp311-win_arm64.whl", hash = "sha256:5a7b3c1ee8265eb4c8f1b7d29943f195c00673f5ab60c192eba2d4a7eae5f46a", size = 36806 }, + { url = "https://files.pythonhosted.org/packages/9f/41/cad1aba93e752f1f9268c77270da3c469883d56e2798e7df6240dcb2287b/wrapt-1.17.3-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ab232e7fdb44cdfbf55fc3afa31bcdb0d8980b9b95c38b6405df2acb672af0e0", size = 53998 }, + { url = "https://files.pythonhosted.org/packages/60/f8/096a7cc13097a1869fe44efe68dace40d2a16ecb853141394047f0780b96/wrapt-1.17.3-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:9baa544e6acc91130e926e8c802a17f3b16fbea0fd441b5a60f5cf2cc5c3deba", size = 39020 }, + { url = "https://files.pythonhosted.org/packages/33/df/bdf864b8997aab4febb96a9ae5c124f700a5abd9b5e13d2a3214ec4be705/wrapt-1.17.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6b538e31eca1a7ea4605e44f81a48aa24c4632a277431a6ed3f328835901f4fd", size = 39098 }, + { url = "https://files.pythonhosted.org/packages/9f/81/5d931d78d0eb732b95dc3ddaeeb71c8bb572fb01356e9133916cd729ecdd/wrapt-1.17.3-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:042ec3bb8f319c147b1301f2393bc19dba6e176b7da446853406d041c36c7828", size = 88036 }, + { url = "https://files.pythonhosted.org/packages/ca/38/2e1785df03b3d72d34fc6252d91d9d12dc27a5c89caef3335a1bbb8908ca/wrapt-1.17.3-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3af60380ba0b7b5aeb329bc4e402acd25bd877e98b3727b0135cb5c2efdaefe9", size = 88156 }, + { url = "https://files.pythonhosted.org/packages/b3/8b/48cdb60fe0603e34e05cffda0b2a4adab81fd43718e11111a4b0100fd7c1/wrapt-1.17.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0b02e424deef65c9f7326d8c19220a2c9040c51dc165cddb732f16198c168396", size = 87102 }, + { url = "https://files.pythonhosted.org/packages/3c/51/d81abca783b58f40a154f1b2c56db1d2d9e0d04fa2d4224e357529f57a57/wrapt-1.17.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:74afa28374a3c3a11b3b5e5fca0ae03bef8450d6aa3ab3a1e2c30e3a75d023dc", size = 87732 }, + { url = "https://files.pythonhosted.org/packages/9e/b1/43b286ca1392a006d5336412d41663eeef1ad57485f3e52c767376ba7e5a/wrapt-1.17.3-cp312-cp312-win32.whl", hash = "sha256:4da9f45279fff3543c371d5ababc57a0384f70be244de7759c85a7f989cb4ebe", size = 36705 }, + { url = "https://files.pythonhosted.org/packages/28/de/49493f962bd3c586ab4b88066e967aa2e0703d6ef2c43aa28cb83bf7b507/wrapt-1.17.3-cp312-cp312-win_amd64.whl", hash = "sha256:e71d5c6ebac14875668a1e90baf2ea0ef5b7ac7918355850c0908ae82bcb297c", size = 38877 }, + { url = "https://files.pythonhosted.org/packages/f1/48/0f7102fe9cb1e8a5a77f80d4f0956d62d97034bbe88d33e94699f99d181d/wrapt-1.17.3-cp312-cp312-win_arm64.whl", hash = "sha256:604d076c55e2fdd4c1c03d06dc1a31b95130010517b5019db15365ec4a405fc6", size = 36885 }, + { url = "https://files.pythonhosted.org/packages/fc/f6/759ece88472157acb55fc195e5b116e06730f1b651b5b314c66291729193/wrapt-1.17.3-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:a47681378a0439215912ef542c45a783484d4dd82bac412b71e59cf9c0e1cea0", size = 54003 }, + { url = "https://files.pythonhosted.org/packages/4f/a9/49940b9dc6d47027dc850c116d79b4155f15c08547d04db0f07121499347/wrapt-1.17.3-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:54a30837587c6ee3cd1a4d1c2ec5d24e77984d44e2f34547e2323ddb4e22eb77", size = 39025 }, + { url = "https://files.pythonhosted.org/packages/45/35/6a08de0f2c96dcdd7fe464d7420ddb9a7655a6561150e5fc4da9356aeaab/wrapt-1.17.3-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:16ecf15d6af39246fe33e507105d67e4b81d8f8d2c6598ff7e3ca1b8a37213f7", size = 39108 }, + { url = "https://files.pythonhosted.org/packages/0c/37/6faf15cfa41bf1f3dba80cd3f5ccc6622dfccb660ab26ed79f0178c7497f/wrapt-1.17.3-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:6fd1ad24dc235e4ab88cda009e19bf347aabb975e44fd5c2fb22a3f6e4141277", size = 88072 }, + { url = "https://files.pythonhosted.org/packages/78/f2/efe19ada4a38e4e15b6dff39c3e3f3f73f5decf901f66e6f72fe79623a06/wrapt-1.17.3-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0ed61b7c2d49cee3c027372df5809a59d60cf1b6c2f81ee980a091f3afed6a2d", size = 88214 }, + { url = "https://files.pythonhosted.org/packages/40/90/ca86701e9de1622b16e09689fc24b76f69b06bb0150990f6f4e8b0eeb576/wrapt-1.17.3-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:423ed5420ad5f5529db9ce89eac09c8a2f97da18eb1c870237e84c5a5c2d60aa", size = 87105 }, + { url = "https://files.pythonhosted.org/packages/fd/e0/d10bd257c9a3e15cbf5523025252cc14d77468e8ed644aafb2d6f54cb95d/wrapt-1.17.3-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e01375f275f010fcbf7f643b4279896d04e571889b8a5b3f848423d91bf07050", size = 87766 }, + { url = "https://files.pythonhosted.org/packages/e8/cf/7d848740203c7b4b27eb55dbfede11aca974a51c3d894f6cc4b865f42f58/wrapt-1.17.3-cp313-cp313-win32.whl", hash = "sha256:53e5e39ff71b3fc484df8a522c933ea2b7cdd0d5d15ae82e5b23fde87d44cbd8", size = 36711 }, + { url = "https://files.pythonhosted.org/packages/57/54/35a84d0a4d23ea675994104e667ceff49227ce473ba6a59ba2c84f250b74/wrapt-1.17.3-cp313-cp313-win_amd64.whl", hash = "sha256:1f0b2f40cf341ee8cc1a97d51ff50dddb9fcc73241b9143ec74b30fc4f44f6cb", size = 38885 }, + { url = "https://files.pythonhosted.org/packages/01/77/66e54407c59d7b02a3c4e0af3783168fff8e5d61def52cda8728439d86bc/wrapt-1.17.3-cp313-cp313-win_arm64.whl", hash = "sha256:7425ac3c54430f5fc5e7b6f41d41e704db073309acfc09305816bc6a0b26bb16", size = 36896 }, + { url = "https://files.pythonhosted.org/packages/02/a2/cd864b2a14f20d14f4c496fab97802001560f9f41554eef6df201cd7f76c/wrapt-1.17.3-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:cf30f6e3c077c8e6a9a7809c94551203c8843e74ba0c960f4a98cd80d4665d39", size = 54132 }, + { url = "https://files.pythonhosted.org/packages/d5/46/d011725b0c89e853dc44cceb738a307cde5d240d023d6d40a82d1b4e1182/wrapt-1.17.3-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:e228514a06843cae89621384cfe3a80418f3c04aadf8a3b14e46a7be704e4235", size = 39091 }, + { url = "https://files.pythonhosted.org/packages/2e/9e/3ad852d77c35aae7ddebdbc3b6d35ec8013af7d7dddad0ad911f3d891dae/wrapt-1.17.3-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:5ea5eb3c0c071862997d6f3e02af1d055f381b1d25b286b9d6644b79db77657c", size = 39172 }, + { url = "https://files.pythonhosted.org/packages/c3/f7/c983d2762bcce2326c317c26a6a1e7016f7eb039c27cdf5c4e30f4160f31/wrapt-1.17.3-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:281262213373b6d5e4bb4353bc36d1ba4084e6d6b5d242863721ef2bf2c2930b", size = 87163 }, + { url = "https://files.pythonhosted.org/packages/e4/0f/f673f75d489c7f22d17fe0193e84b41540d962f75fce579cf6873167c29b/wrapt-1.17.3-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dc4a8d2b25efb6681ecacad42fca8859f88092d8732b170de6a5dddd80a1c8fa", size = 87963 }, + { url = "https://files.pythonhosted.org/packages/df/61/515ad6caca68995da2fac7a6af97faab8f78ebe3bf4f761e1b77efbc47b5/wrapt-1.17.3-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:373342dd05b1d07d752cecbec0c41817231f29f3a89aa8b8843f7b95992ed0c7", size = 86945 }, + { url = "https://files.pythonhosted.org/packages/d3/bd/4e70162ce398462a467bc09e768bee112f1412e563620adc353de9055d33/wrapt-1.17.3-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:d40770d7c0fd5cbed9d84b2c3f2e156431a12c9a37dc6284060fb4bec0b7ffd4", size = 86857 }, + { url = "https://files.pythonhosted.org/packages/2b/b8/da8560695e9284810b8d3df8a19396a6e40e7518059584a1a394a2b35e0a/wrapt-1.17.3-cp314-cp314-win32.whl", hash = "sha256:fbd3c8319de8e1dc79d346929cd71d523622da527cca14e0c1d257e31c2b8b10", size = 37178 }, + { url = "https://files.pythonhosted.org/packages/db/c8/b71eeb192c440d67a5a0449aaee2310a1a1e8eca41676046f99ed2487e9f/wrapt-1.17.3-cp314-cp314-win_amd64.whl", hash = "sha256:e1a4120ae5705f673727d3253de3ed0e016f7cd78dc463db1b31e2463e1f3cf6", size = 39310 }, + { url = "https://files.pythonhosted.org/packages/45/20/2cda20fd4865fa40f86f6c46ed37a2a8356a7a2fde0773269311f2af56c7/wrapt-1.17.3-cp314-cp314-win_arm64.whl", hash = "sha256:507553480670cab08a800b9463bdb881b2edeed77dc677b0a5915e6106e91a58", size = 37266 }, + { url = "https://files.pythonhosted.org/packages/77/ed/dd5cf21aec36c80443c6f900449260b80e2a65cf963668eaef3b9accce36/wrapt-1.17.3-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:ed7c635ae45cfbc1a7371f708727bf74690daedc49b4dba310590ca0bd28aa8a", size = 56544 }, + { url = "https://files.pythonhosted.org/packages/8d/96/450c651cc753877ad100c7949ab4d2e2ecc4d97157e00fa8f45df682456a/wrapt-1.17.3-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:249f88ed15503f6492a71f01442abddd73856a0032ae860de6d75ca62eed8067", size = 40283 }, + { url = "https://files.pythonhosted.org/packages/d1/86/2fcad95994d9b572db57632acb6f900695a648c3e063f2cd344b3f5c5a37/wrapt-1.17.3-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:5a03a38adec8066d5a37bea22f2ba6bbf39fcdefbe2d91419ab864c3fb515454", size = 40366 }, + { url = "https://files.pythonhosted.org/packages/64/0e/f4472f2fdde2d4617975144311f8800ef73677a159be7fe61fa50997d6c0/wrapt-1.17.3-cp314-cp314t-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:5d4478d72eb61c36e5b446e375bbc49ed002430d17cdec3cecb36993398e1a9e", size = 108571 }, + { url = "https://files.pythonhosted.org/packages/cc/01/9b85a99996b0a97c8a17484684f206cbb6ba73c1ce6890ac668bcf3838fb/wrapt-1.17.3-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:223db574bb38637e8230eb14b185565023ab624474df94d2af18f1cdb625216f", size = 113094 }, + { url = "https://files.pythonhosted.org/packages/25/02/78926c1efddcc7b3aa0bc3d6b33a822f7d898059f7cd9ace8c8318e559ef/wrapt-1.17.3-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:e405adefb53a435f01efa7ccdec012c016b5a1d3f35459990afc39b6be4d5056", size = 110659 }, + { url = "https://files.pythonhosted.org/packages/dc/ee/c414501ad518ac3e6fe184753632fe5e5ecacdcf0effc23f31c1e4f7bfcf/wrapt-1.17.3-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:88547535b787a6c9ce4086917b6e1d291aa8ed914fdd3a838b3539dc95c12804", size = 106946 }, + { url = "https://files.pythonhosted.org/packages/be/44/a1bd64b723d13bb151d6cc91b986146a1952385e0392a78567e12149c7b4/wrapt-1.17.3-cp314-cp314t-win32.whl", hash = "sha256:41b1d2bc74c2cac6f9074df52b2efbef2b30bdfe5f40cb78f8ca22963bc62977", size = 38717 }, + { url = "https://files.pythonhosted.org/packages/79/d9/7cfd5a312760ac4dd8bf0184a6ee9e43c33e47f3dadc303032ce012b8fa3/wrapt-1.17.3-cp314-cp314t-win_amd64.whl", hash = "sha256:73d496de46cd2cdbdbcce4ae4bcdb4afb6a11234a1df9c085249d55166b95116", size = 41334 }, + { url = "https://files.pythonhosted.org/packages/46/78/10ad9781128ed2f99dbc474f43283b13fea8ba58723e98844367531c18e9/wrapt-1.17.3-cp314-cp314t-win_arm64.whl", hash = "sha256:f38e60678850c42461d4202739f9bf1e3a737c7ad283638251e79cc49effb6b6", size = 38471 }, + { url = "https://files.pythonhosted.org/packages/1f/f6/a933bd70f98e9cf3e08167fc5cd7aaaca49147e48411c0bd5ae701bb2194/wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22", size = 23591 }, ] [[package]] @@ -6388,128 +6376,128 @@ dependencies = [ { name = "multidict", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, { name = "propcache", marker = "sys_platform == 'darwin' or sys_platform == 'linux' or sys_platform == 'win32'" }, ] -sdist = { url = "https://files.pythonhosted.org/packages/57/63/0c6ebca57330cd313f6102b16dd57ffaf3ec4c83403dcb45dbd15c6f3ea1/yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71", size = 187169, upload-time = "2025-10-06T14:12:55.963Z" } -wheels = [ - { url = "https://files.pythonhosted.org/packages/d1/43/a2204825342f37c337f5edb6637040fa14e365b2fcc2346960201d457579/yarl-1.22.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:c7bd6683587567e5a49ee6e336e0612bec8329be1b7d4c8af5687dcdeb67ee1e", size = 140517, upload-time = "2025-10-06T14:08:42.494Z" }, - { url = "https://files.pythonhosted.org/packages/44/6f/674f3e6f02266428c56f704cd2501c22f78e8b2eeb23f153117cc86fb28a/yarl-1.22.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5cdac20da754f3a723cceea5b3448e1a2074866406adeb4ef35b469d089adb8f", size = 93495, upload-time = "2025-10-06T14:08:46.2Z" }, - { url = "https://files.pythonhosted.org/packages/b8/12/5b274d8a0f30c07b91b2f02cba69152600b47830fcfb465c108880fcee9c/yarl-1.22.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:07a524d84df0c10f41e3ee918846e1974aba4ec017f990dc735aad487a0bdfdf", size = 94400, upload-time = "2025-10-06T14:08:47.855Z" }, - { url = "https://files.pythonhosted.org/packages/e2/7f/df1b6949b1fa1aa9ff6de6e2631876ad4b73c4437822026e85d8acb56bb1/yarl-1.22.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e1b329cb8146d7b736677a2440e422eadd775d1806a81db2d4cded80a48efc1a", size = 347545, upload-time = "2025-10-06T14:08:49.683Z" }, - { url = "https://files.pythonhosted.org/packages/84/09/f92ed93bd6cd77872ab6c3462df45ca45cd058d8f1d0c9b4f54c1704429f/yarl-1.22.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:75976c6945d85dbb9ee6308cd7ff7b1fb9409380c82d6119bd778d8fcfe2931c", size = 319598, upload-time = "2025-10-06T14:08:51.215Z" }, - { url = "https://files.pythonhosted.org/packages/c3/97/ac3f3feae7d522cf7ccec3d340bb0b2b61c56cb9767923df62a135092c6b/yarl-1.22.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:80ddf7a5f8c86cb3eb4bc9028b07bbbf1f08a96c5c0bc1244be5e8fefcb94147", size = 363893, upload-time = "2025-10-06T14:08:53.144Z" }, - { url = "https://files.pythonhosted.org/packages/06/49/f3219097403b9c84a4d079b1d7bda62dd9b86d0d6e4428c02d46ab2c77fc/yarl-1.22.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d332fc2e3c94dad927f2112395772a4e4fedbcf8f80efc21ed7cdfae4d574fdb", size = 371240, upload-time = "2025-10-06T14:08:55.036Z" }, - { url = "https://files.pythonhosted.org/packages/35/9f/06b765d45c0e44e8ecf0fe15c9eacbbde342bb5b7561c46944f107bfb6c3/yarl-1.22.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0cf71bf877efeac18b38d3930594c0948c82b64547c1cf420ba48722fe5509f6", size = 346965, upload-time = "2025-10-06T14:08:56.722Z" }, - { url = "https://files.pythonhosted.org/packages/c5/69/599e7cea8d0fcb1694323b0db0dda317fa3162f7b90166faddecf532166f/yarl-1.22.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:663e1cadaddae26be034a6ab6072449a8426ddb03d500f43daf952b74553bba0", size = 342026, upload-time = "2025-10-06T14:08:58.563Z" }, - { url = "https://files.pythonhosted.org/packages/95/6f/9dfd12c8bc90fea9eab39832ee32ea48f8e53d1256252a77b710c065c89f/yarl-1.22.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:6dcbb0829c671f305be48a7227918cfcd11276c2d637a8033a99a02b67bf9eda", size = 335637, upload-time = "2025-10-06T14:09:00.506Z" }, - { url = "https://files.pythonhosted.org/packages/57/2e/34c5b4eb9b07e16e873db5b182c71e5f06f9b5af388cdaa97736d79dd9a6/yarl-1.22.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:f0d97c18dfd9a9af4490631905a3f131a8e4c9e80a39353919e2cfed8f00aedc", size = 359082, upload-time = "2025-10-06T14:09:01.936Z" }, - { url = "https://files.pythonhosted.org/packages/31/71/fa7e10fb772d273aa1f096ecb8ab8594117822f683bab7d2c5a89914c92a/yarl-1.22.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:437840083abe022c978470b942ff832c3940b2ad3734d424b7eaffcd07f76737", size = 357811, upload-time = "2025-10-06T14:09:03.445Z" }, - { url = "https://files.pythonhosted.org/packages/26/da/11374c04e8e1184a6a03cf9c8f5688d3e5cec83ed6f31ad3481b3207f709/yarl-1.22.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:a899cbd98dce6f5d8de1aad31cb712ec0a530abc0a86bd6edaa47c1090138467", size = 351223, upload-time = "2025-10-06T14:09:05.401Z" }, - { url = "https://files.pythonhosted.org/packages/82/8f/e2d01f161b0c034a30410e375e191a5d27608c1f8693bab1a08b089ca096/yarl-1.22.0-cp310-cp310-win32.whl", hash = "sha256:595697f68bd1f0c1c159fcb97b661fc9c3f5db46498043555d04805430e79bea", size = 82118, upload-time = "2025-10-06T14:09:11.148Z" }, - { url = "https://files.pythonhosted.org/packages/62/46/94c76196642dbeae634c7a61ba3da88cd77bed875bf6e4a8bed037505aa6/yarl-1.22.0-cp310-cp310-win_amd64.whl", hash = "sha256:cb95a9b1adaa48e41815a55ae740cfda005758104049a640a398120bf02515ca", size = 86852, upload-time = "2025-10-06T14:09:12.958Z" }, - { url = "https://files.pythonhosted.org/packages/af/af/7df4f179d3b1a6dcb9a4bd2ffbc67642746fcafdb62580e66876ce83fff4/yarl-1.22.0-cp310-cp310-win_arm64.whl", hash = "sha256:b85b982afde6df99ecc996990d4ad7ccbdbb70e2a4ba4de0aecde5922ba98a0b", size = 82012, upload-time = "2025-10-06T14:09:14.664Z" }, - { url = "https://files.pythonhosted.org/packages/4d/27/5ab13fc84c76a0250afd3d26d5936349a35be56ce5785447d6c423b26d92/yarl-1.22.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:1ab72135b1f2db3fed3997d7e7dc1b80573c67138023852b6efb336a5eae6511", size = 141607, upload-time = "2025-10-06T14:09:16.298Z" }, - { url = "https://files.pythonhosted.org/packages/6a/a1/d065d51d02dc02ce81501d476b9ed2229d9a990818332242a882d5d60340/yarl-1.22.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:669930400e375570189492dc8d8341301578e8493aec04aebc20d4717f899dd6", size = 94027, upload-time = "2025-10-06T14:09:17.786Z" }, - { url = "https://files.pythonhosted.org/packages/c1/da/8da9f6a53f67b5106ffe902c6fa0164e10398d4e150d85838b82f424072a/yarl-1.22.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:792a2af6d58177ef7c19cbf0097aba92ca1b9cb3ffdd9c7470e156c8f9b5e028", size = 94963, upload-time = "2025-10-06T14:09:19.662Z" }, - { url = "https://files.pythonhosted.org/packages/68/fe/2c1f674960c376e29cb0bec1249b117d11738db92a6ccc4a530b972648db/yarl-1.22.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3ea66b1c11c9150f1372f69afb6b8116f2dd7286f38e14ea71a44eee9ec51b9d", size = 368406, upload-time = "2025-10-06T14:09:21.402Z" }, - { url = "https://files.pythonhosted.org/packages/95/26/812a540e1c3c6418fec60e9bbd38e871eaba9545e94fa5eff8f4a8e28e1e/yarl-1.22.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3e2daa88dc91870215961e96a039ec73e4937da13cf77ce17f9cad0c18df3503", size = 336581, upload-time = "2025-10-06T14:09:22.98Z" }, - { url = "https://files.pythonhosted.org/packages/0b/f5/5777b19e26fdf98563985e481f8be3d8a39f8734147a6ebf459d0dab5a6b/yarl-1.22.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ba440ae430c00eee41509353628600212112cd5018d5def7e9b05ea7ac34eb65", size = 388924, upload-time = "2025-10-06T14:09:24.655Z" }, - { url = "https://files.pythonhosted.org/packages/86/08/24bd2477bd59c0bbd994fe1d93b126e0472e4e3df5a96a277b0a55309e89/yarl-1.22.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e6438cc8f23a9c1478633d216b16104a586b9761db62bfacb6425bac0a36679e", size = 392890, upload-time = "2025-10-06T14:09:26.617Z" }, - { url = "https://files.pythonhosted.org/packages/46/00/71b90ed48e895667ecfb1eaab27c1523ee2fa217433ed77a73b13205ca4b/yarl-1.22.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4c52a6e78aef5cf47a98ef8e934755abf53953379b7d53e68b15ff4420e6683d", size = 365819, upload-time = "2025-10-06T14:09:28.544Z" }, - { url = "https://files.pythonhosted.org/packages/30/2d/f715501cae832651d3282387c6a9236cd26bd00d0ff1e404b3dc52447884/yarl-1.22.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:3b06bcadaac49c70f4c88af4ffcfbe3dc155aab3163e75777818092478bcbbe7", size = 363601, upload-time = "2025-10-06T14:09:30.568Z" }, - { url = "https://files.pythonhosted.org/packages/f8/f9/a678c992d78e394e7126ee0b0e4e71bd2775e4334d00a9278c06a6cce96a/yarl-1.22.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:6944b2dc72c4d7f7052683487e3677456050ff77fcf5e6204e98caf785ad1967", size = 358072, upload-time = "2025-10-06T14:09:32.528Z" }, - { url = "https://files.pythonhosted.org/packages/2c/d1/b49454411a60edb6fefdcad4f8e6dbba7d8019e3a508a1c5836cba6d0781/yarl-1.22.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:d5372ca1df0f91a86b047d1277c2aaf1edb32d78bbcefffc81b40ffd18f027ed", size = 385311, upload-time = "2025-10-06T14:09:34.634Z" }, - { url = "https://files.pythonhosted.org/packages/87/e5/40d7a94debb8448c7771a916d1861d6609dddf7958dc381117e7ba36d9e8/yarl-1.22.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:51af598701f5299012b8416486b40fceef8c26fc87dc6d7d1f6fc30609ea0aa6", size = 381094, upload-time = "2025-10-06T14:09:36.268Z" }, - { url = "https://files.pythonhosted.org/packages/35/d8/611cc282502381ad855448643e1ad0538957fc82ae83dfe7762c14069e14/yarl-1.22.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b266bd01fedeffeeac01a79ae181719ff848a5a13ce10075adbefc8f1daee70e", size = 370944, upload-time = "2025-10-06T14:09:37.872Z" }, - { url = "https://files.pythonhosted.org/packages/2d/df/fadd00fb1c90e1a5a8bd731fa3d3de2e165e5a3666a095b04e31b04d9cb6/yarl-1.22.0-cp311-cp311-win32.whl", hash = "sha256:a9b1ba5610a4e20f655258d5a1fdc7ebe3d837bb0e45b581398b99eb98b1f5ca", size = 81804, upload-time = "2025-10-06T14:09:39.359Z" }, - { url = "https://files.pythonhosted.org/packages/b5/f7/149bb6f45f267cb5c074ac40c01c6b3ea6d8a620d34b337f6321928a1b4d/yarl-1.22.0-cp311-cp311-win_amd64.whl", hash = "sha256:078278b9b0b11568937d9509b589ee83ef98ed6d561dfe2020e24a9fd08eaa2b", size = 86858, upload-time = "2025-10-06T14:09:41.068Z" }, - { url = "https://files.pythonhosted.org/packages/2b/13/88b78b93ad3f2f0b78e13bfaaa24d11cbc746e93fe76d8c06bf139615646/yarl-1.22.0-cp311-cp311-win_arm64.whl", hash = "sha256:b6a6f620cfe13ccec221fa312139135166e47ae169f8253f72a0abc0dae94376", size = 81637, upload-time = "2025-10-06T14:09:42.712Z" }, - { url = "https://files.pythonhosted.org/packages/75/ff/46736024fee3429b80a165a732e38e5d5a238721e634ab41b040d49f8738/yarl-1.22.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e340382d1afa5d32b892b3ff062436d592ec3d692aeea3bef3a5cfe11bbf8c6f", size = 142000, upload-time = "2025-10-06T14:09:44.631Z" }, - { url = "https://files.pythonhosted.org/packages/5a/9a/b312ed670df903145598914770eb12de1bac44599549b3360acc96878df8/yarl-1.22.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f1e09112a2c31ffe8d80be1b0988fa6a18c5d5cad92a9ffbb1c04c91bfe52ad2", size = 94338, upload-time = "2025-10-06T14:09:46.372Z" }, - { url = "https://files.pythonhosted.org/packages/ba/f5/0601483296f09c3c65e303d60c070a5c19fcdbc72daa061e96170785bc7d/yarl-1.22.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:939fe60db294c786f6b7c2d2e121576628468f65453d86b0fe36cb52f987bd74", size = 94909, upload-time = "2025-10-06T14:09:48.648Z" }, - { url = "https://files.pythonhosted.org/packages/60/41/9a1fe0b73dbcefce72e46cf149b0e0a67612d60bfc90fb59c2b2efdfbd86/yarl-1.22.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e1651bf8e0398574646744c1885a41198eba53dc8a9312b954073f845c90a8df", size = 372940, upload-time = "2025-10-06T14:09:50.089Z" }, - { url = "https://files.pythonhosted.org/packages/17/7a/795cb6dfee561961c30b800f0ed616b923a2ec6258b5def2a00bf8231334/yarl-1.22.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b8a0588521a26bf92a57a1705b77b8b59044cdceccac7151bd8d229e66b8dedb", size = 345825, upload-time = "2025-10-06T14:09:52.142Z" }, - { url = "https://files.pythonhosted.org/packages/d7/93/a58f4d596d2be2ae7bab1a5846c4d270b894958845753b2c606d666744d3/yarl-1.22.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:42188e6a615c1a75bcaa6e150c3fe8f3e8680471a6b10150c5f7e83f47cc34d2", size = 386705, upload-time = "2025-10-06T14:09:54.128Z" }, - { url = "https://files.pythonhosted.org/packages/61/92/682279d0e099d0e14d7fd2e176bd04f48de1484f56546a3e1313cd6c8e7c/yarl-1.22.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f6d2cb59377d99718913ad9a151030d6f83ef420a2b8f521d94609ecc106ee82", size = 396518, upload-time = "2025-10-06T14:09:55.762Z" }, - { url = "https://files.pythonhosted.org/packages/db/0f/0d52c98b8a885aeda831224b78f3be7ec2e1aa4a62091f9f9188c3c65b56/yarl-1.22.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50678a3b71c751d58d7908edc96d332af328839eea883bb554a43f539101277a", size = 377267, upload-time = "2025-10-06T14:09:57.958Z" }, - { url = "https://files.pythonhosted.org/packages/22/42/d2685e35908cbeaa6532c1fc73e89e7f2efb5d8a7df3959ea8e37177c5a3/yarl-1.22.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1e8fbaa7cec507aa24ea27a01456e8dd4b6fab829059b69844bd348f2d467124", size = 365797, upload-time = "2025-10-06T14:09:59.527Z" }, - { url = "https://files.pythonhosted.org/packages/a2/83/cf8c7bcc6355631762f7d8bdab920ad09b82efa6b722999dfb05afa6cfac/yarl-1.22.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:433885ab5431bc3d3d4f2f9bd15bfa1614c522b0f1405d62c4f926ccd69d04fa", size = 365535, upload-time = "2025-10-06T14:10:01.139Z" }, - { url = "https://files.pythonhosted.org/packages/25/e1/5302ff9b28f0c59cac913b91fe3f16c59a033887e57ce9ca5d41a3a94737/yarl-1.22.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:b790b39c7e9a4192dc2e201a282109ed2985a1ddbd5ac08dc56d0e121400a8f7", size = 382324, upload-time = "2025-10-06T14:10:02.756Z" }, - { url = "https://files.pythonhosted.org/packages/bf/cd/4617eb60f032f19ae3a688dc990d8f0d89ee0ea378b61cac81ede3e52fae/yarl-1.22.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:31f0b53913220599446872d757257be5898019c85e7971599065bc55065dc99d", size = 383803, upload-time = "2025-10-06T14:10:04.552Z" }, - { url = "https://files.pythonhosted.org/packages/59/65/afc6e62bb506a319ea67b694551dab4a7e6fb7bf604e9bd9f3e11d575fec/yarl-1.22.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a49370e8f711daec68d09b821a34e1167792ee2d24d405cbc2387be4f158b520", size = 374220, upload-time = "2025-10-06T14:10:06.489Z" }, - { url = "https://files.pythonhosted.org/packages/e7/3d/68bf18d50dc674b942daec86a9ba922d3113d8399b0e52b9897530442da2/yarl-1.22.0-cp312-cp312-win32.whl", hash = "sha256:70dfd4f241c04bd9239d53b17f11e6ab672b9f1420364af63e8531198e3f5fe8", size = 81589, upload-time = "2025-10-06T14:10:09.254Z" }, - { url = "https://files.pythonhosted.org/packages/c8/9a/6ad1a9b37c2f72874f93e691b2e7ecb6137fb2b899983125db4204e47575/yarl-1.22.0-cp312-cp312-win_amd64.whl", hash = "sha256:8884d8b332a5e9b88e23f60bb166890009429391864c685e17bd73a9eda9105c", size = 87213, upload-time = "2025-10-06T14:10:11.369Z" }, - { url = "https://files.pythonhosted.org/packages/44/c5/c21b562d1680a77634d748e30c653c3ca918beb35555cff24986fff54598/yarl-1.22.0-cp312-cp312-win_arm64.whl", hash = "sha256:ea70f61a47f3cc93bdf8b2f368ed359ef02a01ca6393916bc8ff877427181e74", size = 81330, upload-time = "2025-10-06T14:10:13.112Z" }, - { url = "https://files.pythonhosted.org/packages/ea/f3/d67de7260456ee105dc1d162d43a019ecad6b91e2f51809d6cddaa56690e/yarl-1.22.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:8dee9c25c74997f6a750cd317b8ca63545169c098faee42c84aa5e506c819b53", size = 139980, upload-time = "2025-10-06T14:10:14.601Z" }, - { url = "https://files.pythonhosted.org/packages/01/88/04d98af0b47e0ef42597b9b28863b9060bb515524da0a65d5f4db160b2d5/yarl-1.22.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:01e73b85a5434f89fc4fe27dcda2aff08ddf35e4d47bbbea3bdcd25321af538a", size = 93424, upload-time = "2025-10-06T14:10:16.115Z" }, - { url = "https://files.pythonhosted.org/packages/18/91/3274b215fd8442a03975ce6bee5fe6aa57a8326b29b9d3d56234a1dca244/yarl-1.22.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:22965c2af250d20c873cdbee8ff958fb809940aeb2e74ba5f20aaf6b7ac8c70c", size = 93821, upload-time = "2025-10-06T14:10:17.993Z" }, - { url = "https://files.pythonhosted.org/packages/61/3a/caf4e25036db0f2da4ca22a353dfeb3c9d3c95d2761ebe9b14df8fc16eb0/yarl-1.22.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4f15793aa49793ec8d1c708ab7f9eded1aa72edc5174cae703651555ed1b601", size = 373243, upload-time = "2025-10-06T14:10:19.44Z" }, - { url = "https://files.pythonhosted.org/packages/6e/9e/51a77ac7516e8e7803b06e01f74e78649c24ee1021eca3d6a739cb6ea49c/yarl-1.22.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e5542339dcf2747135c5c85f68680353d5cb9ffd741c0f2e8d832d054d41f35a", size = 342361, upload-time = "2025-10-06T14:10:21.124Z" }, - { url = "https://files.pythonhosted.org/packages/d4/f8/33b92454789dde8407f156c00303e9a891f1f51a0330b0fad7c909f87692/yarl-1.22.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5c401e05ad47a75869c3ab3e35137f8468b846770587e70d71e11de797d113df", size = 387036, upload-time = "2025-10-06T14:10:22.902Z" }, - { url = "https://files.pythonhosted.org/packages/d9/9a/c5db84ea024f76838220280f732970aa4ee154015d7f5c1bfb60a267af6f/yarl-1.22.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:243dda95d901c733f5b59214d28b0120893d91777cb8aa043e6ef059d3cddfe2", size = 397671, upload-time = "2025-10-06T14:10:24.523Z" }, - { url = "https://files.pythonhosted.org/packages/11/c9/cd8538dc2e7727095e0c1d867bad1e40c98f37763e6d995c1939f5fdc7b1/yarl-1.22.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bec03d0d388060058f5d291a813f21c011041938a441c593374da6077fe21b1b", size = 377059, upload-time = "2025-10-06T14:10:26.406Z" }, - { url = "https://files.pythonhosted.org/packages/a1/b9/ab437b261702ced75122ed78a876a6dec0a1b0f5e17a4ac7a9a2482d8abe/yarl-1.22.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b0748275abb8c1e1e09301ee3cf90c8a99678a4e92e4373705f2a2570d581273", size = 365356, upload-time = "2025-10-06T14:10:28.461Z" }, - { url = "https://files.pythonhosted.org/packages/b2/9d/8e1ae6d1d008a9567877b08f0ce4077a29974c04c062dabdb923ed98e6fe/yarl-1.22.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:47fdb18187e2a4e18fda2c25c05d8251a9e4a521edaed757fef033e7d8498d9a", size = 361331, upload-time = "2025-10-06T14:10:30.541Z" }, - { url = "https://files.pythonhosted.org/packages/ca/5a/09b7be3905962f145b73beb468cdd53db8aa171cf18c80400a54c5b82846/yarl-1.22.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:c7044802eec4524fde550afc28edda0dd5784c4c45f0be151a2d3ba017daca7d", size = 382590, upload-time = "2025-10-06T14:10:33.352Z" }, - { url = "https://files.pythonhosted.org/packages/aa/7f/59ec509abf90eda5048b0bc3e2d7b5099dffdb3e6b127019895ab9d5ef44/yarl-1.22.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:139718f35149ff544caba20fce6e8a2f71f1e39b92c700d8438a0b1d2a631a02", size = 385316, upload-time = "2025-10-06T14:10:35.034Z" }, - { url = "https://files.pythonhosted.org/packages/e5/84/891158426bc8036bfdfd862fabd0e0fa25df4176ec793e447f4b85cf1be4/yarl-1.22.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e1b51bebd221006d3d2f95fbe124b22b247136647ae5dcc8c7acafba66e5ee67", size = 374431, upload-time = "2025-10-06T14:10:37.76Z" }, - { url = "https://files.pythonhosted.org/packages/bb/49/03da1580665baa8bef5e8ed34c6df2c2aca0a2f28bf397ed238cc1bbc6f2/yarl-1.22.0-cp313-cp313-win32.whl", hash = "sha256:d3e32536234a95f513bd374e93d717cf6b2231a791758de6c509e3653f234c95", size = 81555, upload-time = "2025-10-06T14:10:39.649Z" }, - { url = "https://files.pythonhosted.org/packages/9a/ee/450914ae11b419eadd067c6183ae08381cfdfcb9798b90b2b713bbebddda/yarl-1.22.0-cp313-cp313-win_amd64.whl", hash = "sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d", size = 86965, upload-time = "2025-10-06T14:10:41.313Z" }, - { url = "https://files.pythonhosted.org/packages/98/4d/264a01eae03b6cf629ad69bae94e3b0e5344741e929073678e84bf7a3e3b/yarl-1.22.0-cp313-cp313-win_arm64.whl", hash = "sha256:5d0fcda9608875f7d052eff120c7a5da474a6796fe4d83e152e0e4d42f6d1a9b", size = 81205, upload-time = "2025-10-06T14:10:43.167Z" }, - { url = "https://files.pythonhosted.org/packages/88/fc/6908f062a2f77b5f9f6d69cecb1747260831ff206adcbc5b510aff88df91/yarl-1.22.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:719ae08b6972befcba4310e49edb1161a88cdd331e3a694b84466bd938a6ab10", size = 146209, upload-time = "2025-10-06T14:10:44.643Z" }, - { url = "https://files.pythonhosted.org/packages/65/47/76594ae8eab26210b4867be6f49129861ad33da1f1ebdf7051e98492bf62/yarl-1.22.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:47d8a5c446df1c4db9d21b49619ffdba90e77c89ec6e283f453856c74b50b9e3", size = 95966, upload-time = "2025-10-06T14:10:46.554Z" }, - { url = "https://files.pythonhosted.org/packages/ab/ce/05e9828a49271ba6b5b038b15b3934e996980dd78abdfeb52a04cfb9467e/yarl-1.22.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:cfebc0ac8333520d2d0423cbbe43ae43c8838862ddb898f5ca68565e395516e9", size = 97312, upload-time = "2025-10-06T14:10:48.007Z" }, - { url = "https://files.pythonhosted.org/packages/d1/c5/7dffad5e4f2265b29c9d7ec869c369e4223166e4f9206fc2243ee9eea727/yarl-1.22.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4398557cbf484207df000309235979c79c4356518fd5c99158c7d38203c4da4f", size = 361967, upload-time = "2025-10-06T14:10:49.997Z" }, - { url = "https://files.pythonhosted.org/packages/50/b2/375b933c93a54bff7fc041e1a6ad2c0f6f733ffb0c6e642ce56ee3b39970/yarl-1.22.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2ca6fd72a8cd803be290d42f2dec5cdcd5299eeb93c2d929bf060ad9efaf5de0", size = 323949, upload-time = "2025-10-06T14:10:52.004Z" }, - { url = "https://files.pythonhosted.org/packages/66/50/bfc2a29a1d78644c5a7220ce2f304f38248dc94124a326794e677634b6cf/yarl-1.22.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ca1f59c4e1ab6e72f0a23c13fca5430f889634166be85dbf1013683e49e3278e", size = 361818, upload-time = "2025-10-06T14:10:54.078Z" }, - { url = "https://files.pythonhosted.org/packages/46/96/f3941a46af7d5d0f0498f86d71275696800ddcdd20426298e572b19b91ff/yarl-1.22.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c5010a52015e7c70f86eb967db0f37f3c8bd503a695a49f8d45700144667708", size = 372626, upload-time = "2025-10-06T14:10:55.767Z" }, - { url = "https://files.pythonhosted.org/packages/c1/42/8b27c83bb875cd89448e42cd627e0fb971fa1675c9ec546393d18826cb50/yarl-1.22.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d7672ecf7557476642c88497c2f8d8542f8e36596e928e9bcba0e42e1e7d71f", size = 341129, upload-time = "2025-10-06T14:10:57.985Z" }, - { url = "https://files.pythonhosted.org/packages/49/36/99ca3122201b382a3cf7cc937b95235b0ac944f7e9f2d5331d50821ed352/yarl-1.22.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:3b7c88eeef021579d600e50363e0b6ee4f7f6f728cd3486b9d0f3ee7b946398d", size = 346776, upload-time = "2025-10-06T14:10:59.633Z" }, - { url = "https://files.pythonhosted.org/packages/85/b4/47328bf996acd01a4c16ef9dcd2f59c969f495073616586f78cd5f2efb99/yarl-1.22.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:f4afb5c34f2c6fecdcc182dfcfc6af6cccf1aa923eed4d6a12e9d96904e1a0d8", size = 334879, upload-time = "2025-10-06T14:11:01.454Z" }, - { url = "https://files.pythonhosted.org/packages/c2/ad/b77d7b3f14a4283bffb8e92c6026496f6de49751c2f97d4352242bba3990/yarl-1.22.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:59c189e3e99a59cf8d83cbb31d4db02d66cda5a1a4374e8a012b51255341abf5", size = 350996, upload-time = "2025-10-06T14:11:03.452Z" }, - { url = "https://files.pythonhosted.org/packages/81/c8/06e1d69295792ba54d556f06686cbd6a7ce39c22307100e3fb4a2c0b0a1d/yarl-1.22.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:5a3bf7f62a289fa90f1990422dc8dff5a458469ea71d1624585ec3a4c8d6960f", size = 356047, upload-time = "2025-10-06T14:11:05.115Z" }, - { url = "https://files.pythonhosted.org/packages/4b/b8/4c0e9e9f597074b208d18cef227d83aac36184bfbc6eab204ea55783dbc5/yarl-1.22.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:de6b9a04c606978fdfe72666fa216ffcf2d1a9f6a381058d4378f8d7b1e5de62", size = 342947, upload-time = "2025-10-06T14:11:08.137Z" }, - { url = "https://files.pythonhosted.org/packages/e0/e5/11f140a58bf4c6ad7aca69a892bff0ee638c31bea4206748fc0df4ebcb3a/yarl-1.22.0-cp313-cp313t-win32.whl", hash = "sha256:1834bb90991cc2999f10f97f5f01317f99b143284766d197e43cd5b45eb18d03", size = 86943, upload-time = "2025-10-06T14:11:10.284Z" }, - { url = "https://files.pythonhosted.org/packages/31/74/8b74bae38ed7fe6793d0c15a0c8207bbb819cf287788459e5ed230996cdd/yarl-1.22.0-cp313-cp313t-win_amd64.whl", hash = "sha256:ff86011bd159a9d2dfc89c34cfd8aff12875980e3bd6a39ff097887520e60249", size = 93715, upload-time = "2025-10-06T14:11:11.739Z" }, - { url = "https://files.pythonhosted.org/packages/69/66/991858aa4b5892d57aef7ee1ba6b4d01ec3b7eb3060795d34090a3ca3278/yarl-1.22.0-cp313-cp313t-win_arm64.whl", hash = "sha256:7861058d0582b847bc4e3a4a4c46828a410bca738673f35a29ba3ca5db0b473b", size = 83857, upload-time = "2025-10-06T14:11:13.586Z" }, - { url = "https://files.pythonhosted.org/packages/46/b3/e20ef504049f1a1c54a814b4b9bed96d1ac0e0610c3b4da178f87209db05/yarl-1.22.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:34b36c2c57124530884d89d50ed2c1478697ad7473efd59cfd479945c95650e4", size = 140520, upload-time = "2025-10-06T14:11:15.465Z" }, - { url = "https://files.pythonhosted.org/packages/e4/04/3532d990fdbab02e5ede063676b5c4260e7f3abea2151099c2aa745acc4c/yarl-1.22.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:0dd9a702591ca2e543631c2a017e4a547e38a5c0f29eece37d9097e04a7ac683", size = 93504, upload-time = "2025-10-06T14:11:17.106Z" }, - { url = "https://files.pythonhosted.org/packages/11/63/ff458113c5c2dac9a9719ac68ee7c947cb621432bcf28c9972b1c0e83938/yarl-1.22.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:594fcab1032e2d2cc3321bb2e51271e7cd2b516c7d9aee780ece81b07ff8244b", size = 94282, upload-time = "2025-10-06T14:11:19.064Z" }, - { url = "https://files.pythonhosted.org/packages/a7/bc/315a56aca762d44a6aaaf7ad253f04d996cb6b27bad34410f82d76ea8038/yarl-1.22.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f3d7a87a78d46a2e3d5b72587ac14b4c16952dd0887dbb051451eceac774411e", size = 372080, upload-time = "2025-10-06T14:11:20.996Z" }, - { url = "https://files.pythonhosted.org/packages/3f/3f/08e9b826ec2e099ea6e7c69a61272f4f6da62cb5b1b63590bb80ca2e4a40/yarl-1.22.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:852863707010316c973162e703bddabec35e8757e67fcb8ad58829de1ebc8590", size = 338696, upload-time = "2025-10-06T14:11:22.847Z" }, - { url = "https://files.pythonhosted.org/packages/e3/9f/90360108e3b32bd76789088e99538febfea24a102380ae73827f62073543/yarl-1.22.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:131a085a53bfe839a477c0845acf21efc77457ba2bcf5899618136d64f3303a2", size = 387121, upload-time = "2025-10-06T14:11:24.889Z" }, - { url = "https://files.pythonhosted.org/packages/98/92/ab8d4657bd5b46a38094cfaea498f18bb70ce6b63508fd7e909bd1f93066/yarl-1.22.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:078a8aefd263f4d4f923a9677b942b445a2be970ca24548a8102689a3a8ab8da", size = 394080, upload-time = "2025-10-06T14:11:27.307Z" }, - { url = "https://files.pythonhosted.org/packages/f5/e7/d8c5a7752fef68205296201f8ec2bf718f5c805a7a7e9880576c67600658/yarl-1.22.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bca03b91c323036913993ff5c738d0842fc9c60c4648e5c8d98331526df89784", size = 372661, upload-time = "2025-10-06T14:11:29.387Z" }, - { url = "https://files.pythonhosted.org/packages/b6/2e/f4d26183c8db0bb82d491b072f3127fb8c381a6206a3a56332714b79b751/yarl-1.22.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:68986a61557d37bb90d3051a45b91fa3d5c516d177dfc6dd6f2f436a07ff2b6b", size = 364645, upload-time = "2025-10-06T14:11:31.423Z" }, - { url = "https://files.pythonhosted.org/packages/80/7c/428e5812e6b87cd00ee8e898328a62c95825bf37c7fa87f0b6bb2ad31304/yarl-1.22.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:4792b262d585ff0dff6bcb787f8492e40698443ec982a3568c2096433660c694", size = 355361, upload-time = "2025-10-06T14:11:33.055Z" }, - { url = "https://files.pythonhosted.org/packages/ec/2a/249405fd26776f8b13c067378ef4d7dd49c9098d1b6457cdd152a99e96a9/yarl-1.22.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:ebd4549b108d732dba1d4ace67614b9545b21ece30937a63a65dd34efa19732d", size = 381451, upload-time = "2025-10-06T14:11:35.136Z" }, - { url = "https://files.pythonhosted.org/packages/67/a8/fb6b1adbe98cf1e2dd9fad71003d3a63a1bc22459c6e15f5714eb9323b93/yarl-1.22.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:f87ac53513d22240c7d59203f25cc3beac1e574c6cd681bbfd321987b69f95fd", size = 383814, upload-time = "2025-10-06T14:11:37.094Z" }, - { url = "https://files.pythonhosted.org/packages/d9/f9/3aa2c0e480fb73e872ae2814c43bc1e734740bb0d54e8cb2a95925f98131/yarl-1.22.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:22b029f2881599e2f1b06f8f1db2ee63bd309e2293ba2d566e008ba12778b8da", size = 370799, upload-time = "2025-10-06T14:11:38.83Z" }, - { url = "https://files.pythonhosted.org/packages/50/3c/af9dba3b8b5eeb302f36f16f92791f3ea62e3f47763406abf6d5a4a3333b/yarl-1.22.0-cp314-cp314-win32.whl", hash = "sha256:6a635ea45ba4ea8238463b4f7d0e721bad669f80878b7bfd1f89266e2ae63da2", size = 82990, upload-time = "2025-10-06T14:11:40.624Z" }, - { url = "https://files.pythonhosted.org/packages/ac/30/ac3a0c5bdc1d6efd1b41fa24d4897a4329b3b1e98de9449679dd327af4f0/yarl-1.22.0-cp314-cp314-win_amd64.whl", hash = "sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79", size = 88292, upload-time = "2025-10-06T14:11:42.578Z" }, - { url = "https://files.pythonhosted.org/packages/df/0a/227ab4ff5b998a1b7410abc7b46c9b7a26b0ca9e86c34ba4b8d8bc7c63d5/yarl-1.22.0-cp314-cp314-win_arm64.whl", hash = "sha256:8218f4e98d3c10d683584cb40f0424f4b9fd6e95610232dd75e13743b070ee33", size = 82888, upload-time = "2025-10-06T14:11:44.863Z" }, - { url = "https://files.pythonhosted.org/packages/06/5e/a15eb13db90abd87dfbefb9760c0f3f257ac42a5cac7e75dbc23bed97a9f/yarl-1.22.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:45c2842ff0e0d1b35a6bf1cd6c690939dacb617a70827f715232b2e0494d55d1", size = 146223, upload-time = "2025-10-06T14:11:46.796Z" }, - { url = "https://files.pythonhosted.org/packages/18/82/9665c61910d4d84f41a5bf6837597c89e665fa88aa4941080704645932a9/yarl-1.22.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:d947071e6ebcf2e2bee8fce76e10faca8f7a14808ca36a910263acaacef08eca", size = 95981, upload-time = "2025-10-06T14:11:48.845Z" }, - { url = "https://files.pythonhosted.org/packages/5d/9a/2f65743589809af4d0a6d3aa749343c4b5f4c380cc24a8e94a3c6625a808/yarl-1.22.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:334b8721303e61b00019474cc103bdac3d7b1f65e91f0bfedeec2d56dfe74b53", size = 97303, upload-time = "2025-10-06T14:11:50.897Z" }, - { url = "https://files.pythonhosted.org/packages/b0/ab/5b13d3e157505c43c3b43b5a776cbf7b24a02bc4cccc40314771197e3508/yarl-1.22.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1e7ce67c34138a058fd092f67d07a72b8e31ff0c9236e751957465a24b28910c", size = 361820, upload-time = "2025-10-06T14:11:52.549Z" }, - { url = "https://files.pythonhosted.org/packages/fb/76/242a5ef4677615cf95330cfc1b4610e78184400699bdda0acb897ef5e49a/yarl-1.22.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d77e1b2c6d04711478cb1c4ab90db07f1609ccf06a287d5607fcd90dc9863acf", size = 323203, upload-time = "2025-10-06T14:11:54.225Z" }, - { url = "https://files.pythonhosted.org/packages/8c/96/475509110d3f0153b43d06164cf4195c64d16999e0c7e2d8a099adcd6907/yarl-1.22.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c4647674b6150d2cae088fc07de2738a84b8bcedebef29802cf0b0a82ab6face", size = 363173, upload-time = "2025-10-06T14:11:56.069Z" }, - { url = "https://files.pythonhosted.org/packages/c9/66/59db471aecfbd559a1fd48aedd954435558cd98c7d0da8b03cc6c140a32c/yarl-1.22.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:efb07073be061c8f79d03d04139a80ba33cbd390ca8f0297aae9cce6411e4c6b", size = 373562, upload-time = "2025-10-06T14:11:58.783Z" }, - { url = "https://files.pythonhosted.org/packages/03/1f/c5d94abc91557384719da10ff166b916107c1b45e4d0423a88457071dd88/yarl-1.22.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e51ac5435758ba97ad69617e13233da53908beccc6cfcd6c34bbed8dcbede486", size = 339828, upload-time = "2025-10-06T14:12:00.686Z" }, - { url = "https://files.pythonhosted.org/packages/5f/97/aa6a143d3afba17b6465733681c70cf175af89f76ec8d9286e08437a7454/yarl-1.22.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:33e32a0dd0c8205efa8e83d04fc9f19313772b78522d1bdc7d9aed706bfd6138", size = 347551, upload-time = "2025-10-06T14:12:02.628Z" }, - { url = "https://files.pythonhosted.org/packages/43/3c/45a2b6d80195959239a7b2a8810506d4eea5487dce61c2a3393e7fc3c52e/yarl-1.22.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:bf4a21e58b9cde0e401e683ebd00f6ed30a06d14e93f7c8fd059f8b6e8f87b6a", size = 334512, upload-time = "2025-10-06T14:12:04.871Z" }, - { url = "https://files.pythonhosted.org/packages/86/a0/c2ab48d74599c7c84cb104ebd799c5813de252bea0f360ffc29d270c2caa/yarl-1.22.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:e4b582bab49ac33c8deb97e058cd67c2c50dac0dd134874106d9c774fd272529", size = 352400, upload-time = "2025-10-06T14:12:06.624Z" }, - { url = "https://files.pythonhosted.org/packages/32/75/f8919b2eafc929567d3d8411f72bdb1a2109c01caaab4ebfa5f8ffadc15b/yarl-1.22.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:0b5bcc1a9c4839e7e30b7b30dd47fe5e7e44fb7054ec29b5bb8d526aa1041093", size = 357140, upload-time = "2025-10-06T14:12:08.362Z" }, - { url = "https://files.pythonhosted.org/packages/cf/72/6a85bba382f22cf78add705d8c3731748397d986e197e53ecc7835e76de7/yarl-1.22.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c0232bce2170103ec23c454e54a57008a9a72b5d1c3105dc2496750da8cfa47c", size = 341473, upload-time = "2025-10-06T14:12:10.994Z" }, - { url = "https://files.pythonhosted.org/packages/35/18/55e6011f7c044dc80b98893060773cefcfdbf60dfefb8cb2f58b9bacbd83/yarl-1.22.0-cp314-cp314t-win32.whl", hash = "sha256:8009b3173bcd637be650922ac455946197d858b3630b6d8787aa9e5c4564533e", size = 89056, upload-time = "2025-10-06T14:12:13.317Z" }, - { url = "https://files.pythonhosted.org/packages/f9/86/0f0dccb6e59a9e7f122c5afd43568b1d31b8ab7dda5f1b01fb5c7025c9a9/yarl-1.22.0-cp314-cp314t-win_amd64.whl", hash = "sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27", size = 96292, upload-time = "2025-10-06T14:12:15.398Z" }, - { url = "https://files.pythonhosted.org/packages/48/b7/503c98092fb3b344a179579f55814b613c1fbb1c23b3ec14a7b008a66a6e/yarl-1.22.0-cp314-cp314t-win_arm64.whl", hash = "sha256:9f6d73c1436b934e3f01df1e1b21ff765cd1d28c77dfb9ace207f746d4610ee1", size = 85171, upload-time = "2025-10-06T14:12:16.935Z" }, - { url = "https://files.pythonhosted.org/packages/73/ae/b48f95715333080afb75a4504487cbe142cae1268afc482d06692d605ae6/yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff", size = 46814, upload-time = "2025-10-06T14:12:53.872Z" }, +sdist = { url = "https://files.pythonhosted.org/packages/57/63/0c6ebca57330cd313f6102b16dd57ffaf3ec4c83403dcb45dbd15c6f3ea1/yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71", size = 187169 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/d1/43/a2204825342f37c337f5edb6637040fa14e365b2fcc2346960201d457579/yarl-1.22.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:c7bd6683587567e5a49ee6e336e0612bec8329be1b7d4c8af5687dcdeb67ee1e", size = 140517 }, + { url = "https://files.pythonhosted.org/packages/44/6f/674f3e6f02266428c56f704cd2501c22f78e8b2eeb23f153117cc86fb28a/yarl-1.22.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5cdac20da754f3a723cceea5b3448e1a2074866406adeb4ef35b469d089adb8f", size = 93495 }, + { url = "https://files.pythonhosted.org/packages/b8/12/5b274d8a0f30c07b91b2f02cba69152600b47830fcfb465c108880fcee9c/yarl-1.22.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:07a524d84df0c10f41e3ee918846e1974aba4ec017f990dc735aad487a0bdfdf", size = 94400 }, + { url = "https://files.pythonhosted.org/packages/e2/7f/df1b6949b1fa1aa9ff6de6e2631876ad4b73c4437822026e85d8acb56bb1/yarl-1.22.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e1b329cb8146d7b736677a2440e422eadd775d1806a81db2d4cded80a48efc1a", size = 347545 }, + { url = "https://files.pythonhosted.org/packages/84/09/f92ed93bd6cd77872ab6c3462df45ca45cd058d8f1d0c9b4f54c1704429f/yarl-1.22.0-cp310-cp310-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:75976c6945d85dbb9ee6308cd7ff7b1fb9409380c82d6119bd778d8fcfe2931c", size = 319598 }, + { url = "https://files.pythonhosted.org/packages/c3/97/ac3f3feae7d522cf7ccec3d340bb0b2b61c56cb9767923df62a135092c6b/yarl-1.22.0-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:80ddf7a5f8c86cb3eb4bc9028b07bbbf1f08a96c5c0bc1244be5e8fefcb94147", size = 363893 }, + { url = "https://files.pythonhosted.org/packages/06/49/f3219097403b9c84a4d079b1d7bda62dd9b86d0d6e4428c02d46ab2c77fc/yarl-1.22.0-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:d332fc2e3c94dad927f2112395772a4e4fedbcf8f80efc21ed7cdfae4d574fdb", size = 371240 }, + { url = "https://files.pythonhosted.org/packages/35/9f/06b765d45c0e44e8ecf0fe15c9eacbbde342bb5b7561c46944f107bfb6c3/yarl-1.22.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0cf71bf877efeac18b38d3930594c0948c82b64547c1cf420ba48722fe5509f6", size = 346965 }, + { url = "https://files.pythonhosted.org/packages/c5/69/599e7cea8d0fcb1694323b0db0dda317fa3162f7b90166faddecf532166f/yarl-1.22.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:663e1cadaddae26be034a6ab6072449a8426ddb03d500f43daf952b74553bba0", size = 342026 }, + { url = "https://files.pythonhosted.org/packages/95/6f/9dfd12c8bc90fea9eab39832ee32ea48f8e53d1256252a77b710c065c89f/yarl-1.22.0-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:6dcbb0829c671f305be48a7227918cfcd11276c2d637a8033a99a02b67bf9eda", size = 335637 }, + { url = "https://files.pythonhosted.org/packages/57/2e/34c5b4eb9b07e16e873db5b182c71e5f06f9b5af388cdaa97736d79dd9a6/yarl-1.22.0-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:f0d97c18dfd9a9af4490631905a3f131a8e4c9e80a39353919e2cfed8f00aedc", size = 359082 }, + { url = "https://files.pythonhosted.org/packages/31/71/fa7e10fb772d273aa1f096ecb8ab8594117822f683bab7d2c5a89914c92a/yarl-1.22.0-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:437840083abe022c978470b942ff832c3940b2ad3734d424b7eaffcd07f76737", size = 357811 }, + { url = "https://files.pythonhosted.org/packages/26/da/11374c04e8e1184a6a03cf9c8f5688d3e5cec83ed6f31ad3481b3207f709/yarl-1.22.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:a899cbd98dce6f5d8de1aad31cb712ec0a530abc0a86bd6edaa47c1090138467", size = 351223 }, + { url = "https://files.pythonhosted.org/packages/82/8f/e2d01f161b0c034a30410e375e191a5d27608c1f8693bab1a08b089ca096/yarl-1.22.0-cp310-cp310-win32.whl", hash = "sha256:595697f68bd1f0c1c159fcb97b661fc9c3f5db46498043555d04805430e79bea", size = 82118 }, + { url = "https://files.pythonhosted.org/packages/62/46/94c76196642dbeae634c7a61ba3da88cd77bed875bf6e4a8bed037505aa6/yarl-1.22.0-cp310-cp310-win_amd64.whl", hash = "sha256:cb95a9b1adaa48e41815a55ae740cfda005758104049a640a398120bf02515ca", size = 86852 }, + { url = "https://files.pythonhosted.org/packages/af/af/7df4f179d3b1a6dcb9a4bd2ffbc67642746fcafdb62580e66876ce83fff4/yarl-1.22.0-cp310-cp310-win_arm64.whl", hash = "sha256:b85b982afde6df99ecc996990d4ad7ccbdbb70e2a4ba4de0aecde5922ba98a0b", size = 82012 }, + { url = "https://files.pythonhosted.org/packages/4d/27/5ab13fc84c76a0250afd3d26d5936349a35be56ce5785447d6c423b26d92/yarl-1.22.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:1ab72135b1f2db3fed3997d7e7dc1b80573c67138023852b6efb336a5eae6511", size = 141607 }, + { url = "https://files.pythonhosted.org/packages/6a/a1/d065d51d02dc02ce81501d476b9ed2229d9a990818332242a882d5d60340/yarl-1.22.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:669930400e375570189492dc8d8341301578e8493aec04aebc20d4717f899dd6", size = 94027 }, + { url = "https://files.pythonhosted.org/packages/c1/da/8da9f6a53f67b5106ffe902c6fa0164e10398d4e150d85838b82f424072a/yarl-1.22.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:792a2af6d58177ef7c19cbf0097aba92ca1b9cb3ffdd9c7470e156c8f9b5e028", size = 94963 }, + { url = "https://files.pythonhosted.org/packages/68/fe/2c1f674960c376e29cb0bec1249b117d11738db92a6ccc4a530b972648db/yarl-1.22.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3ea66b1c11c9150f1372f69afb6b8116f2dd7286f38e14ea71a44eee9ec51b9d", size = 368406 }, + { url = "https://files.pythonhosted.org/packages/95/26/812a540e1c3c6418fec60e9bbd38e871eaba9545e94fa5eff8f4a8e28e1e/yarl-1.22.0-cp311-cp311-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3e2daa88dc91870215961e96a039ec73e4937da13cf77ce17f9cad0c18df3503", size = 336581 }, + { url = "https://files.pythonhosted.org/packages/0b/f5/5777b19e26fdf98563985e481f8be3d8a39f8734147a6ebf459d0dab5a6b/yarl-1.22.0-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ba440ae430c00eee41509353628600212112cd5018d5def7e9b05ea7ac34eb65", size = 388924 }, + { url = "https://files.pythonhosted.org/packages/86/08/24bd2477bd59c0bbd994fe1d93b126e0472e4e3df5a96a277b0a55309e89/yarl-1.22.0-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:e6438cc8f23a9c1478633d216b16104a586b9761db62bfacb6425bac0a36679e", size = 392890 }, + { url = "https://files.pythonhosted.org/packages/46/00/71b90ed48e895667ecfb1eaab27c1523ee2fa217433ed77a73b13205ca4b/yarl-1.22.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4c52a6e78aef5cf47a98ef8e934755abf53953379b7d53e68b15ff4420e6683d", size = 365819 }, + { url = "https://files.pythonhosted.org/packages/30/2d/f715501cae832651d3282387c6a9236cd26bd00d0ff1e404b3dc52447884/yarl-1.22.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:3b06bcadaac49c70f4c88af4ffcfbe3dc155aab3163e75777818092478bcbbe7", size = 363601 }, + { url = "https://files.pythonhosted.org/packages/f8/f9/a678c992d78e394e7126ee0b0e4e71bd2775e4334d00a9278c06a6cce96a/yarl-1.22.0-cp311-cp311-musllinux_1_2_armv7l.whl", hash = "sha256:6944b2dc72c4d7f7052683487e3677456050ff77fcf5e6204e98caf785ad1967", size = 358072 }, + { url = "https://files.pythonhosted.org/packages/2c/d1/b49454411a60edb6fefdcad4f8e6dbba7d8019e3a508a1c5836cba6d0781/yarl-1.22.0-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:d5372ca1df0f91a86b047d1277c2aaf1edb32d78bbcefffc81b40ffd18f027ed", size = 385311 }, + { url = "https://files.pythonhosted.org/packages/87/e5/40d7a94debb8448c7771a916d1861d6609dddf7958dc381117e7ba36d9e8/yarl-1.22.0-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:51af598701f5299012b8416486b40fceef8c26fc87dc6d7d1f6fc30609ea0aa6", size = 381094 }, + { url = "https://files.pythonhosted.org/packages/35/d8/611cc282502381ad855448643e1ad0538957fc82ae83dfe7762c14069e14/yarl-1.22.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:b266bd01fedeffeeac01a79ae181719ff848a5a13ce10075adbefc8f1daee70e", size = 370944 }, + { url = "https://files.pythonhosted.org/packages/2d/df/fadd00fb1c90e1a5a8bd731fa3d3de2e165e5a3666a095b04e31b04d9cb6/yarl-1.22.0-cp311-cp311-win32.whl", hash = "sha256:a9b1ba5610a4e20f655258d5a1fdc7ebe3d837bb0e45b581398b99eb98b1f5ca", size = 81804 }, + { url = "https://files.pythonhosted.org/packages/b5/f7/149bb6f45f267cb5c074ac40c01c6b3ea6d8a620d34b337f6321928a1b4d/yarl-1.22.0-cp311-cp311-win_amd64.whl", hash = "sha256:078278b9b0b11568937d9509b589ee83ef98ed6d561dfe2020e24a9fd08eaa2b", size = 86858 }, + { url = "https://files.pythonhosted.org/packages/2b/13/88b78b93ad3f2f0b78e13bfaaa24d11cbc746e93fe76d8c06bf139615646/yarl-1.22.0-cp311-cp311-win_arm64.whl", hash = "sha256:b6a6f620cfe13ccec221fa312139135166e47ae169f8253f72a0abc0dae94376", size = 81637 }, + { url = "https://files.pythonhosted.org/packages/75/ff/46736024fee3429b80a165a732e38e5d5a238721e634ab41b040d49f8738/yarl-1.22.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:e340382d1afa5d32b892b3ff062436d592ec3d692aeea3bef3a5cfe11bbf8c6f", size = 142000 }, + { url = "https://files.pythonhosted.org/packages/5a/9a/b312ed670df903145598914770eb12de1bac44599549b3360acc96878df8/yarl-1.22.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:f1e09112a2c31ffe8d80be1b0988fa6a18c5d5cad92a9ffbb1c04c91bfe52ad2", size = 94338 }, + { url = "https://files.pythonhosted.org/packages/ba/f5/0601483296f09c3c65e303d60c070a5c19fcdbc72daa061e96170785bc7d/yarl-1.22.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:939fe60db294c786f6b7c2d2e121576628468f65453d86b0fe36cb52f987bd74", size = 94909 }, + { url = "https://files.pythonhosted.org/packages/60/41/9a1fe0b73dbcefce72e46cf149b0e0a67612d60bfc90fb59c2b2efdfbd86/yarl-1.22.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:e1651bf8e0398574646744c1885a41198eba53dc8a9312b954073f845c90a8df", size = 372940 }, + { url = "https://files.pythonhosted.org/packages/17/7a/795cb6dfee561961c30b800f0ed616b923a2ec6258b5def2a00bf8231334/yarl-1.22.0-cp312-cp312-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:b8a0588521a26bf92a57a1705b77b8b59044cdceccac7151bd8d229e66b8dedb", size = 345825 }, + { url = "https://files.pythonhosted.org/packages/d7/93/a58f4d596d2be2ae7bab1a5846c4d270b894958845753b2c606d666744d3/yarl-1.22.0-cp312-cp312-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:42188e6a615c1a75bcaa6e150c3fe8f3e8680471a6b10150c5f7e83f47cc34d2", size = 386705 }, + { url = "https://files.pythonhosted.org/packages/61/92/682279d0e099d0e14d7fd2e176bd04f48de1484f56546a3e1313cd6c8e7c/yarl-1.22.0-cp312-cp312-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:f6d2cb59377d99718913ad9a151030d6f83ef420a2b8f521d94609ecc106ee82", size = 396518 }, + { url = "https://files.pythonhosted.org/packages/db/0f/0d52c98b8a885aeda831224b78f3be7ec2e1aa4a62091f9f9188c3c65b56/yarl-1.22.0-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:50678a3b71c751d58d7908edc96d332af328839eea883bb554a43f539101277a", size = 377267 }, + { url = "https://files.pythonhosted.org/packages/22/42/d2685e35908cbeaa6532c1fc73e89e7f2efb5d8a7df3959ea8e37177c5a3/yarl-1.22.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:1e8fbaa7cec507aa24ea27a01456e8dd4b6fab829059b69844bd348f2d467124", size = 365797 }, + { url = "https://files.pythonhosted.org/packages/a2/83/cf8c7bcc6355631762f7d8bdab920ad09b82efa6b722999dfb05afa6cfac/yarl-1.22.0-cp312-cp312-musllinux_1_2_armv7l.whl", hash = "sha256:433885ab5431bc3d3d4f2f9bd15bfa1614c522b0f1405d62c4f926ccd69d04fa", size = 365535 }, + { url = "https://files.pythonhosted.org/packages/25/e1/5302ff9b28f0c59cac913b91fe3f16c59a033887e57ce9ca5d41a3a94737/yarl-1.22.0-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:b790b39c7e9a4192dc2e201a282109ed2985a1ddbd5ac08dc56d0e121400a8f7", size = 382324 }, + { url = "https://files.pythonhosted.org/packages/bf/cd/4617eb60f032f19ae3a688dc990d8f0d89ee0ea378b61cac81ede3e52fae/yarl-1.22.0-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:31f0b53913220599446872d757257be5898019c85e7971599065bc55065dc99d", size = 383803 }, + { url = "https://files.pythonhosted.org/packages/59/65/afc6e62bb506a319ea67b694551dab4a7e6fb7bf604e9bd9f3e11d575fec/yarl-1.22.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:a49370e8f711daec68d09b821a34e1167792ee2d24d405cbc2387be4f158b520", size = 374220 }, + { url = "https://files.pythonhosted.org/packages/e7/3d/68bf18d50dc674b942daec86a9ba922d3113d8399b0e52b9897530442da2/yarl-1.22.0-cp312-cp312-win32.whl", hash = "sha256:70dfd4f241c04bd9239d53b17f11e6ab672b9f1420364af63e8531198e3f5fe8", size = 81589 }, + { url = "https://files.pythonhosted.org/packages/c8/9a/6ad1a9b37c2f72874f93e691b2e7ecb6137fb2b899983125db4204e47575/yarl-1.22.0-cp312-cp312-win_amd64.whl", hash = "sha256:8884d8b332a5e9b88e23f60bb166890009429391864c685e17bd73a9eda9105c", size = 87213 }, + { url = "https://files.pythonhosted.org/packages/44/c5/c21b562d1680a77634d748e30c653c3ca918beb35555cff24986fff54598/yarl-1.22.0-cp312-cp312-win_arm64.whl", hash = "sha256:ea70f61a47f3cc93bdf8b2f368ed359ef02a01ca6393916bc8ff877427181e74", size = 81330 }, + { url = "https://files.pythonhosted.org/packages/ea/f3/d67de7260456ee105dc1d162d43a019ecad6b91e2f51809d6cddaa56690e/yarl-1.22.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:8dee9c25c74997f6a750cd317b8ca63545169c098faee42c84aa5e506c819b53", size = 139980 }, + { url = "https://files.pythonhosted.org/packages/01/88/04d98af0b47e0ef42597b9b28863b9060bb515524da0a65d5f4db160b2d5/yarl-1.22.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:01e73b85a5434f89fc4fe27dcda2aff08ddf35e4d47bbbea3bdcd25321af538a", size = 93424 }, + { url = "https://files.pythonhosted.org/packages/18/91/3274b215fd8442a03975ce6bee5fe6aa57a8326b29b9d3d56234a1dca244/yarl-1.22.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:22965c2af250d20c873cdbee8ff958fb809940aeb2e74ba5f20aaf6b7ac8c70c", size = 93821 }, + { url = "https://files.pythonhosted.org/packages/61/3a/caf4e25036db0f2da4ca22a353dfeb3c9d3c95d2761ebe9b14df8fc16eb0/yarl-1.22.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b4f15793aa49793ec8d1c708ab7f9eded1aa72edc5174cae703651555ed1b601", size = 373243 }, + { url = "https://files.pythonhosted.org/packages/6e/9e/51a77ac7516e8e7803b06e01f74e78649c24ee1021eca3d6a739cb6ea49c/yarl-1.22.0-cp313-cp313-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e5542339dcf2747135c5c85f68680353d5cb9ffd741c0f2e8d832d054d41f35a", size = 342361 }, + { url = "https://files.pythonhosted.org/packages/d4/f8/33b92454789dde8407f156c00303e9a891f1f51a0330b0fad7c909f87692/yarl-1.22.0-cp313-cp313-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:5c401e05ad47a75869c3ab3e35137f8468b846770587e70d71e11de797d113df", size = 387036 }, + { url = "https://files.pythonhosted.org/packages/d9/9a/c5db84ea024f76838220280f732970aa4ee154015d7f5c1bfb60a267af6f/yarl-1.22.0-cp313-cp313-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:243dda95d901c733f5b59214d28b0120893d91777cb8aa043e6ef059d3cddfe2", size = 397671 }, + { url = "https://files.pythonhosted.org/packages/11/c9/cd8538dc2e7727095e0c1d867bad1e40c98f37763e6d995c1939f5fdc7b1/yarl-1.22.0-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bec03d0d388060058f5d291a813f21c011041938a441c593374da6077fe21b1b", size = 377059 }, + { url = "https://files.pythonhosted.org/packages/a1/b9/ab437b261702ced75122ed78a876a6dec0a1b0f5e17a4ac7a9a2482d8abe/yarl-1.22.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:b0748275abb8c1e1e09301ee3cf90c8a99678a4e92e4373705f2a2570d581273", size = 365356 }, + { url = "https://files.pythonhosted.org/packages/b2/9d/8e1ae6d1d008a9567877b08f0ce4077a29974c04c062dabdb923ed98e6fe/yarl-1.22.0-cp313-cp313-musllinux_1_2_armv7l.whl", hash = "sha256:47fdb18187e2a4e18fda2c25c05d8251a9e4a521edaed757fef033e7d8498d9a", size = 361331 }, + { url = "https://files.pythonhosted.org/packages/ca/5a/09b7be3905962f145b73beb468cdd53db8aa171cf18c80400a54c5b82846/yarl-1.22.0-cp313-cp313-musllinux_1_2_ppc64le.whl", hash = "sha256:c7044802eec4524fde550afc28edda0dd5784c4c45f0be151a2d3ba017daca7d", size = 382590 }, + { url = "https://files.pythonhosted.org/packages/aa/7f/59ec509abf90eda5048b0bc3e2d7b5099dffdb3e6b127019895ab9d5ef44/yarl-1.22.0-cp313-cp313-musllinux_1_2_s390x.whl", hash = "sha256:139718f35149ff544caba20fce6e8a2f71f1e39b92c700d8438a0b1d2a631a02", size = 385316 }, + { url = "https://files.pythonhosted.org/packages/e5/84/891158426bc8036bfdfd862fabd0e0fa25df4176ec793e447f4b85cf1be4/yarl-1.22.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:e1b51bebd221006d3d2f95fbe124b22b247136647ae5dcc8c7acafba66e5ee67", size = 374431 }, + { url = "https://files.pythonhosted.org/packages/bb/49/03da1580665baa8bef5e8ed34c6df2c2aca0a2f28bf397ed238cc1bbc6f2/yarl-1.22.0-cp313-cp313-win32.whl", hash = "sha256:d3e32536234a95f513bd374e93d717cf6b2231a791758de6c509e3653f234c95", size = 81555 }, + { url = "https://files.pythonhosted.org/packages/9a/ee/450914ae11b419eadd067c6183ae08381cfdfcb9798b90b2b713bbebddda/yarl-1.22.0-cp313-cp313-win_amd64.whl", hash = "sha256:47743b82b76d89a1d20b83e60d5c20314cbd5ba2befc9cda8f28300c4a08ed4d", size = 86965 }, + { url = "https://files.pythonhosted.org/packages/98/4d/264a01eae03b6cf629ad69bae94e3b0e5344741e929073678e84bf7a3e3b/yarl-1.22.0-cp313-cp313-win_arm64.whl", hash = "sha256:5d0fcda9608875f7d052eff120c7a5da474a6796fe4d83e152e0e4d42f6d1a9b", size = 81205 }, + { url = "https://files.pythonhosted.org/packages/88/fc/6908f062a2f77b5f9f6d69cecb1747260831ff206adcbc5b510aff88df91/yarl-1.22.0-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:719ae08b6972befcba4310e49edb1161a88cdd331e3a694b84466bd938a6ab10", size = 146209 }, + { url = "https://files.pythonhosted.org/packages/65/47/76594ae8eab26210b4867be6f49129861ad33da1f1ebdf7051e98492bf62/yarl-1.22.0-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:47d8a5c446df1c4db9d21b49619ffdba90e77c89ec6e283f453856c74b50b9e3", size = 95966 }, + { url = "https://files.pythonhosted.org/packages/ab/ce/05e9828a49271ba6b5b038b15b3934e996980dd78abdfeb52a04cfb9467e/yarl-1.22.0-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:cfebc0ac8333520d2d0423cbbe43ae43c8838862ddb898f5ca68565e395516e9", size = 97312 }, + { url = "https://files.pythonhosted.org/packages/d1/c5/7dffad5e4f2265b29c9d7ec869c369e4223166e4f9206fc2243ee9eea727/yarl-1.22.0-cp313-cp313t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4398557cbf484207df000309235979c79c4356518fd5c99158c7d38203c4da4f", size = 361967 }, + { url = "https://files.pythonhosted.org/packages/50/b2/375b933c93a54bff7fc041e1a6ad2c0f6f733ffb0c6e642ce56ee3b39970/yarl-1.22.0-cp313-cp313t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2ca6fd72a8cd803be290d42f2dec5cdcd5299eeb93c2d929bf060ad9efaf5de0", size = 323949 }, + { url = "https://files.pythonhosted.org/packages/66/50/bfc2a29a1d78644c5a7220ce2f304f38248dc94124a326794e677634b6cf/yarl-1.22.0-cp313-cp313t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:ca1f59c4e1ab6e72f0a23c13fca5430f889634166be85dbf1013683e49e3278e", size = 361818 }, + { url = "https://files.pythonhosted.org/packages/46/96/f3941a46af7d5d0f0498f86d71275696800ddcdd20426298e572b19b91ff/yarl-1.22.0-cp313-cp313t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:6c5010a52015e7c70f86eb967db0f37f3c8bd503a695a49f8d45700144667708", size = 372626 }, + { url = "https://files.pythonhosted.org/packages/c1/42/8b27c83bb875cd89448e42cd627e0fb971fa1675c9ec546393d18826cb50/yarl-1.22.0-cp313-cp313t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:9d7672ecf7557476642c88497c2f8d8542f8e36596e928e9bcba0e42e1e7d71f", size = 341129 }, + { url = "https://files.pythonhosted.org/packages/49/36/99ca3122201b382a3cf7cc937b95235b0ac944f7e9f2d5331d50821ed352/yarl-1.22.0-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:3b7c88eeef021579d600e50363e0b6ee4f7f6f728cd3486b9d0f3ee7b946398d", size = 346776 }, + { url = "https://files.pythonhosted.org/packages/85/b4/47328bf996acd01a4c16ef9dcd2f59c969f495073616586f78cd5f2efb99/yarl-1.22.0-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:f4afb5c34f2c6fecdcc182dfcfc6af6cccf1aa923eed4d6a12e9d96904e1a0d8", size = 334879 }, + { url = "https://files.pythonhosted.org/packages/c2/ad/b77d7b3f14a4283bffb8e92c6026496f6de49751c2f97d4352242bba3990/yarl-1.22.0-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:59c189e3e99a59cf8d83cbb31d4db02d66cda5a1a4374e8a012b51255341abf5", size = 350996 }, + { url = "https://files.pythonhosted.org/packages/81/c8/06e1d69295792ba54d556f06686cbd6a7ce39c22307100e3fb4a2c0b0a1d/yarl-1.22.0-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:5a3bf7f62a289fa90f1990422dc8dff5a458469ea71d1624585ec3a4c8d6960f", size = 356047 }, + { url = "https://files.pythonhosted.org/packages/4b/b8/4c0e9e9f597074b208d18cef227d83aac36184bfbc6eab204ea55783dbc5/yarl-1.22.0-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:de6b9a04c606978fdfe72666fa216ffcf2d1a9f6a381058d4378f8d7b1e5de62", size = 342947 }, + { url = "https://files.pythonhosted.org/packages/e0/e5/11f140a58bf4c6ad7aca69a892bff0ee638c31bea4206748fc0df4ebcb3a/yarl-1.22.0-cp313-cp313t-win32.whl", hash = "sha256:1834bb90991cc2999f10f97f5f01317f99b143284766d197e43cd5b45eb18d03", size = 86943 }, + { url = "https://files.pythonhosted.org/packages/31/74/8b74bae38ed7fe6793d0c15a0c8207bbb819cf287788459e5ed230996cdd/yarl-1.22.0-cp313-cp313t-win_amd64.whl", hash = "sha256:ff86011bd159a9d2dfc89c34cfd8aff12875980e3bd6a39ff097887520e60249", size = 93715 }, + { url = "https://files.pythonhosted.org/packages/69/66/991858aa4b5892d57aef7ee1ba6b4d01ec3b7eb3060795d34090a3ca3278/yarl-1.22.0-cp313-cp313t-win_arm64.whl", hash = "sha256:7861058d0582b847bc4e3a4a4c46828a410bca738673f35a29ba3ca5db0b473b", size = 83857 }, + { url = "https://files.pythonhosted.org/packages/46/b3/e20ef504049f1a1c54a814b4b9bed96d1ac0e0610c3b4da178f87209db05/yarl-1.22.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:34b36c2c57124530884d89d50ed2c1478697ad7473efd59cfd479945c95650e4", size = 140520 }, + { url = "https://files.pythonhosted.org/packages/e4/04/3532d990fdbab02e5ede063676b5c4260e7f3abea2151099c2aa745acc4c/yarl-1.22.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:0dd9a702591ca2e543631c2a017e4a547e38a5c0f29eece37d9097e04a7ac683", size = 93504 }, + { url = "https://files.pythonhosted.org/packages/11/63/ff458113c5c2dac9a9719ac68ee7c947cb621432bcf28c9972b1c0e83938/yarl-1.22.0-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:594fcab1032e2d2cc3321bb2e51271e7cd2b516c7d9aee780ece81b07ff8244b", size = 94282 }, + { url = "https://files.pythonhosted.org/packages/a7/bc/315a56aca762d44a6aaaf7ad253f04d996cb6b27bad34410f82d76ea8038/yarl-1.22.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:f3d7a87a78d46a2e3d5b72587ac14b4c16952dd0887dbb051451eceac774411e", size = 372080 }, + { url = "https://files.pythonhosted.org/packages/3f/3f/08e9b826ec2e099ea6e7c69a61272f4f6da62cb5b1b63590bb80ca2e4a40/yarl-1.22.0-cp314-cp314-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:852863707010316c973162e703bddabec35e8757e67fcb8ad58829de1ebc8590", size = 338696 }, + { url = "https://files.pythonhosted.org/packages/e3/9f/90360108e3b32bd76789088e99538febfea24a102380ae73827f62073543/yarl-1.22.0-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:131a085a53bfe839a477c0845acf21efc77457ba2bcf5899618136d64f3303a2", size = 387121 }, + { url = "https://files.pythonhosted.org/packages/98/92/ab8d4657bd5b46a38094cfaea498f18bb70ce6b63508fd7e909bd1f93066/yarl-1.22.0-cp314-cp314-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:078a8aefd263f4d4f923a9677b942b445a2be970ca24548a8102689a3a8ab8da", size = 394080 }, + { url = "https://files.pythonhosted.org/packages/f5/e7/d8c5a7752fef68205296201f8ec2bf718f5c805a7a7e9880576c67600658/yarl-1.22.0-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:bca03b91c323036913993ff5c738d0842fc9c60c4648e5c8d98331526df89784", size = 372661 }, + { url = "https://files.pythonhosted.org/packages/b6/2e/f4d26183c8db0bb82d491b072f3127fb8c381a6206a3a56332714b79b751/yarl-1.22.0-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:68986a61557d37bb90d3051a45b91fa3d5c516d177dfc6dd6f2f436a07ff2b6b", size = 364645 }, + { url = "https://files.pythonhosted.org/packages/80/7c/428e5812e6b87cd00ee8e898328a62c95825bf37c7fa87f0b6bb2ad31304/yarl-1.22.0-cp314-cp314-musllinux_1_2_armv7l.whl", hash = "sha256:4792b262d585ff0dff6bcb787f8492e40698443ec982a3568c2096433660c694", size = 355361 }, + { url = "https://files.pythonhosted.org/packages/ec/2a/249405fd26776f8b13c067378ef4d7dd49c9098d1b6457cdd152a99e96a9/yarl-1.22.0-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:ebd4549b108d732dba1d4ace67614b9545b21ece30937a63a65dd34efa19732d", size = 381451 }, + { url = "https://files.pythonhosted.org/packages/67/a8/fb6b1adbe98cf1e2dd9fad71003d3a63a1bc22459c6e15f5714eb9323b93/yarl-1.22.0-cp314-cp314-musllinux_1_2_s390x.whl", hash = "sha256:f87ac53513d22240c7d59203f25cc3beac1e574c6cd681bbfd321987b69f95fd", size = 383814 }, + { url = "https://files.pythonhosted.org/packages/d9/f9/3aa2c0e480fb73e872ae2814c43bc1e734740bb0d54e8cb2a95925f98131/yarl-1.22.0-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:22b029f2881599e2f1b06f8f1db2ee63bd309e2293ba2d566e008ba12778b8da", size = 370799 }, + { url = "https://files.pythonhosted.org/packages/50/3c/af9dba3b8b5eeb302f36f16f92791f3ea62e3f47763406abf6d5a4a3333b/yarl-1.22.0-cp314-cp314-win32.whl", hash = "sha256:6a635ea45ba4ea8238463b4f7d0e721bad669f80878b7bfd1f89266e2ae63da2", size = 82990 }, + { url = "https://files.pythonhosted.org/packages/ac/30/ac3a0c5bdc1d6efd1b41fa24d4897a4329b3b1e98de9449679dd327af4f0/yarl-1.22.0-cp314-cp314-win_amd64.whl", hash = "sha256:0d6e6885777af0f110b0e5d7e5dda8b704efed3894da26220b7f3d887b839a79", size = 88292 }, + { url = "https://files.pythonhosted.org/packages/df/0a/227ab4ff5b998a1b7410abc7b46c9b7a26b0ca9e86c34ba4b8d8bc7c63d5/yarl-1.22.0-cp314-cp314-win_arm64.whl", hash = "sha256:8218f4e98d3c10d683584cb40f0424f4b9fd6e95610232dd75e13743b070ee33", size = 82888 }, + { url = "https://files.pythonhosted.org/packages/06/5e/a15eb13db90abd87dfbefb9760c0f3f257ac42a5cac7e75dbc23bed97a9f/yarl-1.22.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:45c2842ff0e0d1b35a6bf1cd6c690939dacb617a70827f715232b2e0494d55d1", size = 146223 }, + { url = "https://files.pythonhosted.org/packages/18/82/9665c61910d4d84f41a5bf6837597c89e665fa88aa4941080704645932a9/yarl-1.22.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:d947071e6ebcf2e2bee8fce76e10faca8f7a14808ca36a910263acaacef08eca", size = 95981 }, + { url = "https://files.pythonhosted.org/packages/5d/9a/2f65743589809af4d0a6d3aa749343c4b5f4c380cc24a8e94a3c6625a808/yarl-1.22.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:334b8721303e61b00019474cc103bdac3d7b1f65e91f0bfedeec2d56dfe74b53", size = 97303 }, + { url = "https://files.pythonhosted.org/packages/b0/ab/5b13d3e157505c43c3b43b5a776cbf7b24a02bc4cccc40314771197e3508/yarl-1.22.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1e7ce67c34138a058fd092f67d07a72b8e31ff0c9236e751957465a24b28910c", size = 361820 }, + { url = "https://files.pythonhosted.org/packages/fb/76/242a5ef4677615cf95330cfc1b4610e78184400699bdda0acb897ef5e49a/yarl-1.22.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d77e1b2c6d04711478cb1c4ab90db07f1609ccf06a287d5607fcd90dc9863acf", size = 323203 }, + { url = "https://files.pythonhosted.org/packages/8c/96/475509110d3f0153b43d06164cf4195c64d16999e0c7e2d8a099adcd6907/yarl-1.22.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c4647674b6150d2cae088fc07de2738a84b8bcedebef29802cf0b0a82ab6face", size = 363173 }, + { url = "https://files.pythonhosted.org/packages/c9/66/59db471aecfbd559a1fd48aedd954435558cd98c7d0da8b03cc6c140a32c/yarl-1.22.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:efb07073be061c8f79d03d04139a80ba33cbd390ca8f0297aae9cce6411e4c6b", size = 373562 }, + { url = "https://files.pythonhosted.org/packages/03/1f/c5d94abc91557384719da10ff166b916107c1b45e4d0423a88457071dd88/yarl-1.22.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e51ac5435758ba97ad69617e13233da53908beccc6cfcd6c34bbed8dcbede486", size = 339828 }, + { url = "https://files.pythonhosted.org/packages/5f/97/aa6a143d3afba17b6465733681c70cf175af89f76ec8d9286e08437a7454/yarl-1.22.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:33e32a0dd0c8205efa8e83d04fc9f19313772b78522d1bdc7d9aed706bfd6138", size = 347551 }, + { url = "https://files.pythonhosted.org/packages/43/3c/45a2b6d80195959239a7b2a8810506d4eea5487dce61c2a3393e7fc3c52e/yarl-1.22.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:bf4a21e58b9cde0e401e683ebd00f6ed30a06d14e93f7c8fd059f8b6e8f87b6a", size = 334512 }, + { url = "https://files.pythonhosted.org/packages/86/a0/c2ab48d74599c7c84cb104ebd799c5813de252bea0f360ffc29d270c2caa/yarl-1.22.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:e4b582bab49ac33c8deb97e058cd67c2c50dac0dd134874106d9c774fd272529", size = 352400 }, + { url = "https://files.pythonhosted.org/packages/32/75/f8919b2eafc929567d3d8411f72bdb1a2109c01caaab4ebfa5f8ffadc15b/yarl-1.22.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:0b5bcc1a9c4839e7e30b7b30dd47fe5e7e44fb7054ec29b5bb8d526aa1041093", size = 357140 }, + { url = "https://files.pythonhosted.org/packages/cf/72/6a85bba382f22cf78add705d8c3731748397d986e197e53ecc7835e76de7/yarl-1.22.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c0232bce2170103ec23c454e54a57008a9a72b5d1c3105dc2496750da8cfa47c", size = 341473 }, + { url = "https://files.pythonhosted.org/packages/35/18/55e6011f7c044dc80b98893060773cefcfdbf60dfefb8cb2f58b9bacbd83/yarl-1.22.0-cp314-cp314t-win32.whl", hash = "sha256:8009b3173bcd637be650922ac455946197d858b3630b6d8787aa9e5c4564533e", size = 89056 }, + { url = "https://files.pythonhosted.org/packages/f9/86/0f0dccb6e59a9e7f122c5afd43568b1d31b8ab7dda5f1b01fb5c7025c9a9/yarl-1.22.0-cp314-cp314t-win_amd64.whl", hash = "sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27", size = 96292 }, + { url = "https://files.pythonhosted.org/packages/48/b7/503c98092fb3b344a179579f55814b613c1fbb1c23b3ec14a7b008a66a6e/yarl-1.22.0-cp314-cp314t-win_arm64.whl", hash = "sha256:9f6d73c1436b934e3f01df1e1b21ff765cd1d28c77dfb9ace207f746d4610ee1", size = 85171 }, + { url = "https://files.pythonhosted.org/packages/73/ae/b48f95715333080afb75a4504487cbe142cae1268afc482d06692d605ae6/yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff", size = 46814 }, ] [[package]] name = "zipp" version = "3.23.0" source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547, upload-time = "2025-06-08T17:06:39.4Z" } +sdist = { url = "https://files.pythonhosted.org/packages/e3/02/0f2892c661036d50ede074e376733dca2ae7c6eb617489437771209d4180/zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166", size = 25547 } wheels = [ - { url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276, upload-time = "2025-06-08T17:06:38.034Z" }, + { url = "https://files.pythonhosted.org/packages/2e/54/647ade08bf0db230bfea292f893923872fd20be6ac6f53b2b936ba839d75/zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e", size = 10276 }, ]