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eval_sets_manager.py
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85 lines (68 loc) · 2.63 KB
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# Copyright 2026 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from __future__ import annotations
from abc import ABC
from abc import abstractmethod
from typing import Optional
from .eval_case import EvalCase
from .eval_set import EvalSet
class EvalSetsManager(ABC):
"""An interface to manage Eval Sets."""
@abstractmethod
def get_eval_set(self, app_name: str, eval_set_id: str) -> Optional[EvalSet]:
"""Returns an EvalSet identified by an app_name and eval_set_id."""
@abstractmethod
def create_eval_set(self, app_name: str, eval_set_id: str) -> EvalSet:
"""Creates and returns an empty EvalSet given the app_name and eval_set_id.
Raises:
ValueError: If eval set id is not valid or an eval set already exists. A
valid eval set id is string that has one or more of following characters:
- Lower case characters
- Upper case characters
- 0-9
- Underscore
"""
@abstractmethod
def list_eval_sets(self, app_name: str) -> list[str]:
"""Returns a list of EvalSets that belong to the given app_name.
Raises:
NotFoundError: If the app_name doesn't exist.
"""
@abstractmethod
def get_eval_case(
self, app_name: str, eval_set_id: str, eval_case_id: str
) -> Optional[EvalCase]:
"""Returns an EvalCase if found; otherwise, None."""
@abstractmethod
def add_eval_case(self, app_name: str, eval_set_id: str, eval_case: EvalCase):
"""Adds the given EvalCase to an existing EvalSet identified by app_name and eval_set_id.
Raises:
NotFoundError: If the eval set is not found.
"""
@abstractmethod
def update_eval_case(
self, app_name: str, eval_set_id: str, updated_eval_case: EvalCase
):
"""Updates an existing EvalCase give the app_name and eval_set_id.
Raises:
NotFoundError: If the eval set or the eval case is not found.
"""
@abstractmethod
def delete_eval_case(
self, app_name: str, eval_set_id: str, eval_case_id: str
):
"""Deletes the given EvalCase identified by app_name, eval_set_id and eval_case_id.
Raises:
NotFoundError: If the eval set or the eval case to delete is not found.
"""