1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34
|
# ---------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# ---------------------------------------------------------
import time
from typing import Dict
from typing_extensions import overload, override
from azure.ai.evaluation._evaluators._common import EvaluatorBase
class SlowEvaluator(EvaluatorBase[str]):
"""Test evaluator that just returns the input after a slight delay. Used for testing performance."""
def __call__(
self,
*,
query: str,
) -> Dict[str, str]:
"""Evaluate a collection of content safety metrics for the given query/response pair
:keyword query: The query to be evaluated.
:paramtype query: str
:keyword response: The response to be evaluated.
:paramtype response: str
:return: The content safety scores.
:rtype: Dict[str, Union[str, float]]
"""
return super().__call__(query=query)
@override
async def _do_eval(self, eval_input: Dict) -> Dict[str, str]:
time.sleep(0.5)
return {"result": "done"}
|