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future.py
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from collections.abc import (
AsyncGenerator,
AsyncIterator,
Awaitable,
Callable,
Coroutine,
Generator,
)
from functools import wraps
from typing import Any, TypeAlias, TypeVar, final, overload
from typing_extensions import ParamSpec
from returns._internal.futures import _future, _future_result
from returns.interfaces.specific.future import FutureBased1
from returns.interfaces.specific.future_result import FutureResultBased2
from returns.io import IO, IOResult
from returns.primitives.container import BaseContainer
from returns.primitives.exceptions import UnwrapFailedError
from returns.primitives.hkt import (
Kind1,
Kind2,
SupportsKind1,
SupportsKind2,
dekind,
)
from returns.primitives.reawaitable import ReAwaitable
from returns.result import Failure, Result, Success
# Definitions:
_ValueType_co = TypeVar('_ValueType_co', covariant=True)
_NewValueType = TypeVar('_NewValueType')
_ErrorType_co = TypeVar('_ErrorType_co', covariant=True)
_NewErrorType = TypeVar('_NewErrorType')
_FuncParams = ParamSpec('_FuncParams')
# Aliases:
_FirstType = TypeVar('_FirstType')
_SecondType = TypeVar('_SecondType')
# Public composition helpers:
async def async_identity(instance: _FirstType) -> _FirstType: # noqa: RUF029
"""
Async function that returns its argument.
.. code:: python
>>> import anyio
>>> from returns.future import async_identity
>>> assert anyio.run(async_identity, 1) == 1
See :func:`returns.functions.identity`
for sync version of this function and more docs and examples.
"""
return instance
# Future
# ======
@final
class Future( # type: ignore[type-var]
BaseContainer,
SupportsKind1['Future', _ValueType_co],
FutureBased1[_ValueType_co],
):
"""
Container to easily compose ``async`` functions.
Represents a better abstraction over a simple coroutine.
Is framework, event-loop, and IO-library agnostics.
Works with ``asyncio``, ``curio``, ``trio``, or any other tool.
Internally we use ``anyio`` to test
that it works as expected for any io stack.
Note that ``Future[a]`` represents a computation
that never fails and returns ``IO[a]`` type.
Use ``FutureResult[a, b]`` for operations that might fail.
Like DB access or network operations.
Is not related to ``asyncio.Future`` in any kind.
.. rubric:: Tradeoffs
Due to possible performance issues we move all coroutines definitions
to a separate module.
See also:
- https://gcanti.github.io/fp-ts/modules/Task.ts.html
- https://zio.dev/docs/overview/overview_basic_concurrency
"""
__slots__ = ()
_inner_value: Awaitable[_ValueType_co]
def __init__(self, inner_value: Awaitable[_ValueType_co]) -> None:
"""
Public constructor for this type. Also required for typing.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> async def coro(arg: int) -> int:
... return arg + 1
>>> container = Future(coro(1))
>>> assert anyio.run(container.awaitable) == IO(2)
"""
super().__init__(ReAwaitable(inner_value))
def __await__(self) -> Generator[None, None, IO[_ValueType_co]]:
"""
By defining this magic method we make ``Future`` awaitable.
This means you can use ``await`` keyword to evaluate this container:
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> async def main() -> IO[int]:
... return await Future.from_value(1)
>>> assert anyio.run(main) == IO(1)
When awaited we returned the value wrapped
in :class:`returns.io.IO` container
to indicate that the computation was impure.
See also:
- https://docs.python.org/3/library/asyncio-task.html#awaitables
- https://bit.ly/2SfayNc
"""
return self.awaitable().__await__()
async def awaitable(self) -> IO[_ValueType_co]:
"""
Transforms ``Future[a]`` to ``Awaitable[IO[a]]``.
Use this method when you need a real coroutine.
Like for ``asyncio.run`` calls.
Note, that returned value will be wrapped
in :class:`returns.io.IO` container.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> assert anyio.run(Future.from_value(1).awaitable) == IO(1)
"""
return IO(await self._inner_value)
def map(
self,
function: Callable[[_ValueType_co], _NewValueType],
) -> 'Future[_NewValueType]':
"""
Applies function to the inner value.
Applies 'function' to the contents of the IO instance
and returns a new ``Future`` object containing the result.
'function' should accept a single "normal" (non-container) argument
and return a non-container result.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> def mappable(x: int) -> int:
... return x + 1
>>> assert anyio.run(
... Future.from_value(1).map(mappable).awaitable,
... ) == IO(2)
"""
return Future(_future.async_map(function, self._inner_value))
def apply(
self,
container: Kind1['Future', Callable[[_ValueType_co], _NewValueType]],
) -> 'Future[_NewValueType]':
"""
Calls a wrapped function in a container on this container.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> def transform(arg: int) -> str:
... return str(arg) + 'b'
>>> assert anyio.run(
... Future.from_value(1).apply(
... Future.from_value(transform),
... ).awaitable,
... ) == IO('1b')
"""
return Future(_future.async_apply(dekind(container), self._inner_value))
def bind(
self,
function: Callable[[_ValueType_co], Kind1['Future', _NewValueType]],
) -> 'Future[_NewValueType]':
"""
Applies 'function' to the result of a previous calculation.
'function' should accept a single "normal" (non-container) argument
and return ``Future`` type object.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> def bindable(x: int) -> Future[int]:
... return Future.from_value(x + 1)
>>> assert anyio.run(
... Future.from_value(1).bind(bindable).awaitable,
... ) == IO(2)
"""
return Future(_future.async_bind(function, self._inner_value))
#: Alias for `bind` method. Part of the `FutureBasedN` interface.
bind_future = bind
def bind_async(
self,
function: Callable[
[_ValueType_co],
Awaitable[Kind1['Future', _NewValueType]],
],
) -> 'Future[_NewValueType]':
"""
Compose a container and ``async`` function returning a container.
This function should return a container value.
See :meth:`~Future.bind_awaitable`
to bind ``async`` function that returns a plain value.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> async def coroutine(x: int) -> Future[str]:
... return Future.from_value(str(x + 1))
>>> assert anyio.run(
... Future.from_value(1).bind_async(coroutine).awaitable,
... ) == IO('2')
"""
return Future(_future.async_bind_async(function, self._inner_value))
#: Alias for `bind_async` method. Part of the `FutureBasedN` interface.
bind_async_future = bind_async
def bind_awaitable(
self,
function: Callable[[_ValueType_co], 'Awaitable[_NewValueType]'],
) -> 'Future[_NewValueType]':
"""
Allows to compose a container and a regular ``async`` function.
This function should return plain, non-container value.
See :meth:`~Future.bind_async`
to bind ``async`` function that returns a container.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> async def coroutine(x: int) -> int:
... return x + 1
>>> assert anyio.run(
... Future.from_value(1).bind_awaitable(coroutine).awaitable,
... ) == IO(2)
"""
return Future(
_future.async_bind_awaitable(
function,
self._inner_value,
)
)
def bind_io(
self,
function: Callable[[_ValueType_co], IO[_NewValueType]],
) -> 'Future[_NewValueType]':
"""
Applies 'function' to the result of a previous calculation.
'function' should accept a single "normal" (non-container) argument
and return ``IO`` type object.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> def bindable(x: int) -> IO[int]:
... return IO(x + 1)
>>> assert anyio.run(
... Future.from_value(1).bind_io(bindable).awaitable,
... ) == IO(2)
"""
return Future(_future.async_bind_io(function, self._inner_value))
def __aiter__(self) -> AsyncIterator[_ValueType_co]: # noqa: WPS611
"""API for :ref:`do-notation`."""
async def factory() -> AsyncGenerator[_ValueType_co, None]:
yield await self._inner_value
return factory()
@classmethod
def do(
cls,
expr: AsyncGenerator[_NewValueType, None],
) -> 'Future[_NewValueType]':
"""
Allows working with unwrapped values of containers in a safe way.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> async def main() -> bool:
... return await Future.do(
... first + second
... async for first in Future.from_value(2)
... async for second in Future.from_value(3)
... ) == IO(5)
>>> assert anyio.run(main) is True
See :ref:`do-notation` to learn more.
"""
async def factory() -> _NewValueType:
return await anext(expr)
return Future(factory())
@classmethod
def from_value(cls, inner_value: _NewValueType) -> 'Future[_NewValueType]':
"""
Allows to create a ``Future`` from a plain value.
The resulting ``Future`` will just return the given value
wrapped in :class:`returns.io.IO` container when awaited.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> async def main() -> bool:
... return (await Future.from_value(1)) == IO(1)
>>> assert anyio.run(main) is True
"""
return Future(async_identity(inner_value))
@classmethod
def from_future(
cls,
inner_value: 'Future[_NewValueType]',
) -> 'Future[_NewValueType]':
"""
Creates a new ``Future`` from the existing one.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> future = Future.from_value(1)
>>> assert anyio.run(Future.from_future(future).awaitable) == IO(1)
Part of the ``FutureBasedN`` interface.
"""
return inner_value
@classmethod
def from_io(cls, inner_value: IO[_NewValueType]) -> 'Future[_NewValueType]':
"""
Allows to create a ``Future`` from ``IO`` container.
.. code:: python
>>> import anyio
>>> from returns.future import Future
>>> from returns.io import IO
>>> async def main() -> bool:
... return (await Future.from_io(IO(1))) == IO(1)
>>> assert anyio.run(main) is True
"""
return Future(async_identity(inner_value._inner_value)) # noqa: SLF001
@classmethod
def from_future_result(
cls,
inner_value: 'FutureResult[_NewValueType, _NewErrorType]',
) -> 'Future[Result[_NewValueType, _NewErrorType]]':
"""
Creates ``Future[Result[a, b]]`` instance from ``FutureResult[a, b]``.
This method is the inverse of :meth:`~FutureResult.from_typecast`.
.. code:: python
>>> import anyio
>>> from returns.future import Future, FutureResult
>>> from returns.io import IO
>>> from returns.result import Success
>>> container = Future.from_future_result(FutureResult.from_value(1))
>>> assert anyio.run(container.awaitable) == IO(Success(1))
"""
return Future(inner_value._inner_value) # noqa: SLF001
# Decorators:
def future(
function: Callable[
_FuncParams,
Coroutine[_FirstType, _SecondType, _ValueType_co],
],
) -> Callable[_FuncParams, Future[_ValueType_co]]:
"""
Decorator to turn a coroutine definition into ``Future`` container.
.. code:: python
>>> import anyio
>>> from returns.io import IO
>>> from returns.future import future
>>> @future
... async def test(x: int) -> int:
... return x + 1
>>> assert anyio.run(test(1).awaitable) == IO(2)
"""
@wraps(function)
def decorator(
*args: _FuncParams.args,
**kwargs: _FuncParams.kwargs,
) -> Future[_ValueType_co]:
return Future(function(*args, **kwargs))
return decorator
def asyncify(
function: Callable[_FuncParams, _ValueType_co],
) -> Callable[_FuncParams, Coroutine[Any, Any, _ValueType_co]]:
"""
Decorator to turn a common function into an asynchronous function.
This decorator is useful for composition with ``Future`` and
``FutureResult`` containers.
.. warning::
This function will not your sync function **run** like async one.
It will still be a blocking function that looks like async one.
We recommend to only use this decorator with functions
that do not access network or filesystem.
It is only a composition helper, not a transformer.
Usage example:
.. code:: python
>>> import anyio
>>> from returns.future import asyncify
>>> @asyncify
... def test(x: int) -> int:
... return x + 1
>>> assert anyio.run(test, 1) == 2
Read more about async and sync functions:
https://journal.stuffwithstuff.com/2015/02/01/what-color-is-your-function/
"""
@wraps(function)
async def decorator( # noqa: RUF029
*args: _FuncParams.args,
**kwargs: _FuncParams.kwargs,
) -> _ValueType_co:
return function(*args, **kwargs)
return decorator
# FutureResult
# ============
@final
class FutureResult( # type: ignore[type-var]
BaseContainer,
SupportsKind2['FutureResult', _ValueType_co, _ErrorType_co],
FutureResultBased2[_ValueType_co, _ErrorType_co],
):
"""
Container to easily compose ``async`` functions.
Represents a better abstraction over a simple coroutine.
Is framework, event-loop, and IO-library agnostics.
Works with ``asyncio``, ``curio``, ``trio``, or any other tool.
Internally we use ``anyio`` to test
that it works as expected for any io stack.
Note that ``FutureResult[a, b]`` represents a computation
that can fail and returns ``IOResult[a, b]`` type.
Use ``Future[a]`` for operations that cannot fail.
This is a ``Future`` that returns ``Result`` type.
By providing this utility type we make developers' lives easier.
``FutureResult`` has a lot of composition helpers
to turn complex nested operations into a one function calls.
.. rubric:: Tradeoffs
Due to possible performance issues we move all coroutines definitions
to a separate module.
See also:
- https://gcanti.github.io/fp-ts/modules/TaskEither.ts.html
- https://zio.dev/docs/overview/overview_basic_concurrency
"""
__slots__ = ()
_inner_value: Awaitable[Result[_ValueType_co, _ErrorType_co]]
def __init__(
self,
inner_value: Awaitable[Result[_ValueType_co, _ErrorType_co]],
) -> None:
"""
Public constructor for this type. Also required for typing.
.. code:: python
>>> import anyio
>>> from returns.future import FutureResult
>>> from returns.io import IOSuccess
>>> from returns.result import Success, Result
>>> async def coro(arg: int) -> Result[int, str]:
... return Success(arg + 1)
>>> container = FutureResult(coro(1))
>>> assert anyio.run(container.awaitable) == IOSuccess(2)
"""
super().__init__(ReAwaitable(inner_value))
def __await__(
self,
) -> Generator[
None,
None,
IOResult[_ValueType_co, _ErrorType_co],
]:
"""
By defining this magic method we make ``FutureResult`` awaitable.
This means you can use ``await`` keyword to evaluate this container:
.. code:: python
>>> import anyio
>>> from returns.future import FutureResult
>>> from returns.io import IOSuccess, IOResult
>>> async def main() -> IOResult[int, str]:
... return await FutureResult.from_value(1)
>>> assert anyio.run(main) == IOSuccess(1)
When awaited we returned the value wrapped
in :class:`returns.io.IOResult` container
to indicate that the computation was impure and can fail.
See also:
- https://docs.python.org/3/library/asyncio-task.html#awaitables
- https://bit.ly/2SfayNc
"""
return self.awaitable().__await__()
async def awaitable(self) -> IOResult[_ValueType_co, _ErrorType_co]:
"""
Transforms ``FutureResult[a, b]`` to ``Awaitable[IOResult[a, b]]``.
Use this method when you need a real coroutine.
Like for ``asyncio.run`` calls.
Note, that returned value will be wrapped
in :class:`returns.io.IOResult` container.
.. code:: python
>>> import anyio
>>> from returns.future import FutureResult
>>> from returns.io import IOSuccess
>>> assert anyio.run(
... FutureResult.from_value(1).awaitable,
... ) == IOSuccess(1)
"""
return IOResult.from_result(await self._inner_value)
def swap(self) -> 'FutureResult[_ErrorType_co, _ValueType_co]':
"""
Swaps value and error types.
So, values become errors and errors become values.
It is useful when you have to work with errors a lot.
And since we have a lot of ``.bind_`` related methods
and only a single ``.lash``.
It is easier to work with values than with errors.
.. code:: python
>>> import anyio
>>> from returns.future import FutureSuccess, FutureFailure
>>> from returns.io import IOSuccess, IOFailure
>>> assert anyio.run(FutureSuccess(1).swap) == IOFailure(1)
>>> assert anyio.run(FutureFailure(1).swap) == IOSuccess(1)
"""
return FutureResult(_future_result.async_swap(self._inner_value))
def map(
self,
function: Callable[[_ValueType_co], _NewValueType],
) -> 'FutureResult[_NewValueType, _ErrorType_co]':
"""
Applies function to the inner value.
Applies 'function' to the contents of the IO instance
and returns a new ``FutureResult`` object containing the result.
'function' should accept a single "normal" (non-container) argument
and return a non-container result.
.. code:: python
>>> import anyio
>>> from returns.future import FutureResult
>>> from returns.io import IOSuccess, IOFailure
>>> def mappable(x: int) -> int:
... return x + 1
>>> assert anyio.run(
... FutureResult.from_value(1).map(mappable).awaitable,
... ) == IOSuccess(2)
>>> assert anyio.run(
... FutureResult.from_failure(1).map(mappable).awaitable,
... ) == IOFailure(1)
"""
return FutureResult(
_future_result.async_map(
function,
self._inner_value,
)
)
def apply(
self,
container: Kind2[
'FutureResult',
Callable[[_ValueType_co], _NewValueType],
_ErrorType_co,
],
) -> 'FutureResult[_NewValueType, _ErrorType_co]':
"""
Calls a wrapped function in a container on this container.
.. code:: python
>>> import anyio
>>> from returns.future import FutureResult
>>> from returns.io import IOSuccess, IOFailure
>>> def appliable(x: int) -> int:
... return x + 1
>>> assert anyio.run(
... FutureResult.from_value(1).apply(
... FutureResult.from_value(appliable),
... ).awaitable,
... ) == IOSuccess(2)
>>> assert anyio.run(
... FutureResult.from_failure(1).apply(
... FutureResult.from_value(appliable),
... ).awaitable,
... ) == IOFailure(1)
>>> assert anyio.run(
... FutureResult.from_value(1).apply(
... FutureResult.from_failure(2),
... ).awaitable,
... ) == IOFailure(2)
>>> assert anyio.run(
... FutureResult.from_failure(1).apply(
... FutureResult.from_failure(2),
... ).awaitable,
... ) == IOFailure(1)
"""
return FutureResult(
_future_result.async_apply(
dekind(container),
self._inner_value,
)
)
def bind(
self,
function: Callable[
[_ValueType_co],
Kind2['FutureResult', _NewValueType, _ErrorType_co],
],
) -> 'FutureResult[_NewValueType, _ErrorType_co]':
"""
Applies 'function' to the result of a previous calculation.
'function' should accept a single "normal" (non-container) argument
and return ``Future`` type object.
.. code:: python
>>> import anyio
>>> from returns.future import FutureResult
>>> from returns.io import IOSuccess, IOFailure
>>> def bindable(x: int) -> FutureResult[int, str]:
... return FutureResult.from_value(x + 1)
>>> assert anyio.run(
... FutureResult.from_value(1).bind(bindable).awaitable,
... ) == IOSuccess(2)
>>> assert anyio.run(
... FutureResult.from_failure(1).bind(bindable).awaitable,
... ) == IOFailure(1)
"""
return FutureResult(
_future_result.async_bind(
function,
self._inner_value,
)
)
#: Alias for `bind` method.
#: Part of the `FutureResultBasedN` interface.
bind_future_result = bind
def bind_async(
self,
function: Callable[
[_ValueType_co],
Awaitable[Kind2['FutureResult', _NewValueType, _ErrorType_co]],
],
) -> 'FutureResult[_NewValueType, _ErrorType_co]':
"""
Composes a container and ``async`` function returning container.
This function should return a container value.
See :meth:`~FutureResult.bind_awaitable`
to bind ``async`` function that returns a plain value.
.. code:: python
>>> import anyio
>>> from returns.future import FutureResult
>>> from returns.io import IOSuccess, IOFailure
>>> async def coroutine(x: int) -> FutureResult[str, int]:
... return FutureResult.from_value(str(x + 1))
>>> assert anyio.run(
... FutureResult.from_value(1).bind_async(coroutine).awaitable,
... ) == IOSuccess('2')
>>> assert anyio.run(
... FutureResult.from_failure(1).bind_async(coroutine).awaitable,
... ) == IOFailure(1)
"""
return FutureResult(
_future_result.async_bind_async(
function,
self._inner_value,
)
)
#: Alias for `bind_async` method.
#: Part of the `FutureResultBasedN` interface.
bind_async_future_result = bind_async
def bind_awaitable(
self,
function: Callable[[_ValueType_co], Awaitable[_NewValueType]],
) -> 'FutureResult[_NewValueType, _ErrorType_co]':
"""
Allows to compose a container and a regular ``async`` function.
This function should return plain, non-container value.
See :meth:`~FutureResult.bind_async`
to bind ``async`` function that returns a container.
.. code:: python
>>> import anyio
>>> from returns.future import FutureResult
>>> from returns.io import IOSuccess, IOFailure
>>> async def coro(x: int) -> int:
... return x + 1
>>> assert anyio.run(
... FutureResult.from_value(1).bind_awaitable(coro).awaitable,
... ) == IOSuccess(2)
>>> assert anyio.run(
... FutureResult.from_failure(1).bind_awaitable(coro).awaitable,
... ) == IOFailure(1)
"""
return FutureResult(
_future_result.async_bind_awaitable(
function,
self._inner_value,
)
)
def bind_result(
self,
function: Callable[
[_ValueType_co], Result[_NewValueType, _ErrorType_co]
],
) -> 'FutureResult[_NewValueType, _ErrorType_co]':
"""
Binds a function returning ``Result[a, b]`` container.
.. code:: python
>>> import anyio
>>> from returns.io import IOSuccess, IOFailure
>>> from returns.result import Result, Success
>>> from returns.future import FutureResult
>>> def bind(inner_value: int) -> Result[int, str]:
... return Success(inner_value + 1)
>>> assert anyio.run(
... FutureResult.from_value(1).bind_result(bind).awaitable,
... ) == IOSuccess(2)
>>> assert anyio.run(
... FutureResult.from_failure('a').bind_result(bind).awaitable,
... ) == IOFailure('a')
"""
return FutureResult(
_future_result.async_bind_result(
function,
self._inner_value,
)
)
def bind_ioresult(
self,
function: Callable[
[_ValueType_co], IOResult[_NewValueType, _ErrorType_co]
],
) -> 'FutureResult[_NewValueType, _ErrorType_co]':
"""
Binds a function returning ``IOResult[a, b]`` container.
.. code:: python
>>> import anyio
>>> from returns.io import IOResult, IOSuccess, IOFailure
>>> from returns.future import FutureResult
>>> def bind(inner_value: int) -> IOResult[int, str]:
... return IOSuccess(inner_value + 1)
>>> assert anyio.run(
... FutureResult.from_value(1).bind_ioresult(bind).awaitable,
... ) == IOSuccess(2)
>>> assert anyio.run(
... FutureResult.from_failure('a').bind_ioresult(bind).awaitable,
... ) == IOFailure('a')
"""
return FutureResult(
_future_result.async_bind_ioresult(
function,
self._inner_value,
)
)
def bind_io(
self,
function: Callable[[_ValueType_co], IO[_NewValueType]],
) -> 'FutureResult[_NewValueType, _ErrorType_co]':
"""
Binds a function returning ``IO[a]`` container.
.. code:: python
>>> import anyio
>>> from returns.io import IO, IOSuccess, IOFailure
>>> from returns.future import FutureResult
>>> def bind(inner_value: int) -> IO[float]:
... return IO(inner_value + 0.5)
>>> assert anyio.run(
... FutureResult.from_value(1).bind_io(bind).awaitable,
... ) == IOSuccess(1.5)
>>> assert anyio.run(
... FutureResult.from_failure(1).bind_io(bind).awaitable,
... ) == IOFailure(1)
"""
return FutureResult(
_future_result.async_bind_io(
function,
self._inner_value,
)
)
def bind_future(
self,
function: Callable[[_ValueType_co], Future[_NewValueType]],