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47 lines
1.7 KiB
Python
47 lines
1.7 KiB
Python
import pytest
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from app.core.errors import RecoverableAgentError, ValidationAgentError
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from app.service.intent_classifier import IntentClassifier
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from app.service.model_gateway import ModelExecution
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class StubModel:
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def __init__(self, text: str) -> None:
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self.text = text
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async def generate(self, _endpoints: list[object], _prompt: str) -> ModelExecution:
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return ModelExecution("intent", self.text, 1)
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@pytest.mark.asyncio
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async def test_classifies_and_marks_low_confidence() -> None:
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classifier = IntentClassifier(StubModel('{"intent":"profile","confidence":0.4}'), threshold=0.6)
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result = await classifier.classify(
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message="我的资料", supported_intents=("profile", "general"), endpoints=[object()]
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)
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assert result.intent == "profile"
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assert result.needs_clarification is True
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@pytest.mark.asyncio
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async def test_fenced_json_is_supported() -> None:
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classifier = IntentClassifier(StubModel(
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"```json\n{\"intent\":\"general\",\"confidence\":1}\n```"
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))
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result = await classifier.classify(
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message="你好", supported_intents=("general",), endpoints=[object()]
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)
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assert result.needs_clarification is False
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@pytest.mark.asyncio
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async def test_unknown_intent_and_invalid_json_fail_closed() -> None:
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with pytest.raises(ValidationAgentError):
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await IntentClassifier(StubModel('{"intent":"trade","confidence":1}')).classify(
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message="下单", supported_intents=("general",), endpoints=[object()]
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)
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with pytest.raises(RecoverableAgentError):
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await IntentClassifier(StubModel("not-json")).classify(
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message="你好", supported_intents=("general",), endpoints=[object()]
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)
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