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standard-tests: add tools standard tests #27899

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Original file line number Diff line number Diff line change
@@ -0,0 +1,70 @@
from langchain_core.messages import ToolCall
from langchain_core.tools import BaseTool

from langchain_standard_tests.unit_tests.tools import ToolsTests


class ToolsIntegrationTests(ToolsTests):
def test_invoke_matches_output_schema(self, tool: BaseTool) -> None:
"""
If invoked with a ToolCall, the tool should return a valid ToolMessage content.
"""
tool_call = ToolCall(
name=tool.name, args=self.tool_invoke_params_example, id=None
)
result = tool.invoke(tool_call)

if tool.response_format == "content":
content = result
elif tool.response_format == "content_and_artifact":
# should be (content, artifact)
assert isinstance(result, tuple)
assert len(result) == 2
content, artifact = result

assert artifact # artifact can be anything, but shouldn't be none

# check content is a valid ToolMessage content
assert isinstance(content, (str, list))
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if isinstance(content, list):
# content blocks must be str or dict
assert all(isinstance(c, (str, dict)) for c in content)

async def test_async_invoke_matches_output_schema(self, tool: BaseTool) -> None:
"""
If ainvoked with a ToolCall, the tool should return a valid ToolMessage content.
"""
tool_call = ToolCall(
name=tool.name, args=self.tool_invoke_params_example, id=None
)
result = await tool.ainvoke(tool_call)

if tool.response_format == "content":
content = result
elif tool.response_format == "content_and_artifact":
# should be (content, artifact)
assert isinstance(result, tuple)
assert len(result) == 2
content, artifact = result

assert artifact # artifact can be anything, but shouldn't be none

# check content is a valid ToolMessage content
assert isinstance(content, (str, list))
if isinstance(content, list):
# content blocks must be str or dict
assert all(isinstance(c, (str, dict)) for c in content)

def test_invoke_no_tool_call(self, tool: BaseTool) -> None:
"""
If invoked without a ToolCall, the tool can return anything
but it shouldn't throw an error
"""
tool.invoke(self.tool_invoke_params_example)

async def test_async_invoke_no_tool_call(self, tool: BaseTool) -> None:
"""
If invoked without a ToolCall, the tool can return anything
but it shouldn't throw an error
"""
await tool.ainvoke(self.tool_invoke_params_example)
74 changes: 74 additions & 0 deletions libs/standard-tests/langchain_standard_tests/unit_tests/tools.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,74 @@
import os
from abc import abstractmethod
from typing import Callable, Tuple, Type, Union
from unittest import mock

import pytest
from langchain_core.tools import BaseTool
from pydantic import SecretStr

from langchain_standard_tests.base import BaseStandardTests


class ToolsTests(BaseStandardTests):
@property
@abstractmethod
def tool_constructor(self) -> Union[Type[BaseTool], Callable]:
...

@property
def tool_constructor_params(self) -> dict:
return {}

@property
def tool_invoke_params_example(self) -> dict:
"""
Returns a dictionary representing the "args" of an example tool call.

This should NOT be a ToolCall dict - i.e. it should not
have {"name", "id", "args"} keys.
"""
return {}

@pytest.fixture
def tool(self) -> BaseTool:
return self.tool_constructor(**self.tool_constructor_params)


class ToolsUnitTests(ToolsTests):
def test_init(self) -> None:
tool = self.tool_constructor(**self.tool_constructor_params)
assert tool is not None

@property
def init_from_env_params(self) -> Tuple[dict, dict, dict]:
"""Return env vars, init args, and expected instance attrs for initializing
from env vars."""
return {}, {}, {}

def test_init_from_env(self) -> None:
env_params, tools_params, expected_attrs = self.init_from_env_params
if env_params:
with mock.patch.dict(os.environ, env_params):
tool = self.tool_constructor(**tools_params)
assert tool is not None
for k, expected in expected_attrs.items():
actual = getattr(tool, k)
if isinstance(actual, SecretStr):
actual = actual.get_secret_value()
assert actual == expected

def test_has_name(self, tool: BaseTool) -> None:
assert tool.name

def test_has_input_schema(self, tool: BaseTool) -> None:
assert tool.get_input_schema()

def test_input_schema_matches_invoke_params(self, tool: BaseTool) -> None:
"""
Tests that the provided example params match the declared input schema
"""
# this will be a pydantic object
input_schema = tool.get_input_schema()

assert input_schema(**self.tool_invoke_params_example)
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