"""Test logic on base chain class.""" from typing import Dict, List import pytest from pydantic import BaseModel from langchain.chains.base import Chain class FakeChain(Chain, BaseModel): """Fake chain class for testing purposes.""" be_correct: bool = True the_input_keys: List[str] = ["foo"] the_output_keys: List[str] = ["bar"] @property def input_keys(self) -> List[str]: """Input keys.""" return self.the_input_keys @property def output_keys(self) -> List[str]: """Output key of bar.""" return self.the_output_keys def _call(self, inputs: Dict[str, str]) -> Dict[str, str]: if self.be_correct: return {"bar": "baz"} else: return {"baz": "bar"} def test_bad_inputs() -> None: """Test errors are raised if input keys are not found.""" chain = FakeChain() with pytest.raises(ValueError): chain({"foobar": "baz"}) def test_bad_outputs() -> None: """Test errors are raised if outputs keys are not found.""" chain = FakeChain(be_correct=False) with pytest.raises(ValueError): chain({"foo": "baz"}) def test_correct_call() -> None: """Test correct call of fake chain.""" chain = FakeChain() output = chain({"foo": "bar"}) assert output == {"foo": "bar", "bar": "baz"} def test_single_input_correct() -> None: """Test passing single input works.""" chain = FakeChain() output = chain("bar") assert output == {"foo": "bar", "bar": "baz"} def test_single_input_error() -> None: """Test passing single input errors as expected.""" chain = FakeChain(the_input_keys=["foo", "bar"]) with pytest.raises(ValueError): chain("bar") def test_run_single_arg() -> None: """Test run method with single arg.""" chain = FakeChain() output = chain.run("bar") assert output == "baz" def test_run_multiple_args_error() -> None: """Test run method with multiple args errors as expected.""" chain = FakeChain() with pytest.raises(ValueError): chain.run("bar", "foo") def test_run_kwargs() -> None: """Test run method with kwargs.""" chain = FakeChain(the_input_keys=["foo", "bar"]) output = chain.run(foo="bar", bar="foo") assert output == "baz" def test_run_kwargs_error() -> None: """Test run method with kwargs errors as expected.""" chain = FakeChain(the_input_keys=["foo", "bar"]) with pytest.raises(ValueError): chain.run(foo="bar", baz="foo") def test_run_args_and_kwargs_error() -> None: """Test run method with args and kwargs.""" chain = FakeChain(the_input_keys=["foo", "bar"]) with pytest.raises(ValueError): chain.run("bar", foo="bar") def test_multiple_output_keys_error() -> None: """Test run with multiple output keys errors as expected.""" chain = FakeChain(the_output_keys=["foo", "bar"]) with pytest.raises(ValueError): chain.run("bar")