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51 lines
1.2 KiB
Python
51 lines
1.2 KiB
Python
"""Test logic on base chain class."""
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from typing import Dict, List
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import pytest
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from pydantic import BaseModel
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from langchain.chains.base import Chain
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class FakeChain(Chain, BaseModel):
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"""Fake chain class for testing purposes."""
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be_correct: bool = True
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@property
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def input_keys(self) -> List[str]:
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"""Input key of foo."""
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return ["foo"]
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@property
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def output_keys(self) -> List[str]:
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"""Output key of bar."""
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return ["bar"]
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def _run(self, inputs: Dict[str, str]) -> Dict[str, str]:
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if self.be_correct:
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return {"bar": "baz"}
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else:
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return {"baz": "bar"}
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def test_bad_inputs() -> None:
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"""Test errors are raised if input keys are not found."""
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chain = FakeChain()
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with pytest.raises(ValueError):
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chain({"foobar": "baz"})
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def test_bad_outputs() -> None:
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"""Test errors are raised if outputs keys are not found."""
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chain = FakeChain(be_correct=False)
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with pytest.raises(ValueError):
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chain({"foo": "baz"})
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def test_correct_call() -> None:
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"""Test correct call of fake chain."""
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chain = FakeChain()
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output = chain({"foo": "bar"})
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assert output == {"foo": "bar", "bar": "baz"}
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