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39 lines
1.4 KiB
Python
39 lines
1.4 KiB
Python
import pytest
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from cognee.eval_framework.answer_generation.answer_generation_executor import (
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AnswerGeneratorExecutor,
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)
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from cognee.eval_framework.benchmark_adapters.dummy_adapter import DummyAdapter
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from unittest.mock import AsyncMock
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@pytest.mark.asyncio
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async def test_answer_generation():
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limit = 1
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corpus_list, qa_pairs = DummyAdapter().load_corpus(limit=limit)
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mock_retriever = AsyncMock()
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mock_retriever.get_retrieved_objects = AsyncMock(return_value=[])
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mock_retriever.get_context_from_objects = AsyncMock(return_value="Mocked retrieval context")
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mock_retriever.get_completion_from_context = AsyncMock(return_value=["Mocked answer"])
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answer_generator = AnswerGeneratorExecutor()
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answers = await answer_generator.question_answering_non_parallel(
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questions=qa_pairs,
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retriever=mock_retriever,
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)
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mock_retriever.get_context_from_objects.assert_any_await(
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query=qa_pairs[0]["question"], retrieved_objects=[]
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)
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assert len(answers) == len(qa_pairs)
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assert answers[0]["question"] == qa_pairs[0]["question"], (
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"AnswerGeneratorExecutor is passing the question incorrectly"
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)
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assert answers[0]["golden_answer"] == qa_pairs[0]["answer"], (
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"AnswerGeneratorExecutor is passing the golden answer incorrectly"
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)
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assert answers[0]["answer"] == "Mocked answer", (
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"AnswerGeneratorExecutor is passing the generated answer incorrectly"
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)
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