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feat add tests for new structure tool
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146
tests/tools/test_structured_tool.py
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146
tests/tools/test_structured_tool.py
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from typing import Optional
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import pytest
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from pydantic import BaseModel, Field
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from crewai.tools.structured_tool import CrewStructuredTool
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# Test fixtures
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@pytest.fixture
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def basic_function():
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def test_func(param1: str, param2: int = 0) -> str:
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"""Test function with basic params."""
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return f"{param1} {param2}"
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return test_func
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@pytest.fixture
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def schema_class():
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class TestSchema(BaseModel):
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param1: str
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param2: int = Field(default=0)
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return TestSchema
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class TestCrewStructuredTool:
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def test_initialization(self, basic_function, schema_class):
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"""Test basic initialization of CrewStructuredTool"""
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tool = CrewStructuredTool(
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name="test_tool",
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description="Test tool description",
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func=basic_function,
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args_schema=schema_class,
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)
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assert tool.name == "test_tool"
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assert tool.description == "Test tool description"
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assert tool.func == basic_function
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assert tool.args_schema == schema_class
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def test_from_function(self, basic_function):
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"""Test creating tool from function"""
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tool = CrewStructuredTool.from_function(
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func=basic_function, name="test_tool", description="Test description"
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)
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assert tool.name == "test_tool"
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assert tool.description == "Test description"
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assert tool.func == basic_function
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assert isinstance(tool.args_schema, type(BaseModel))
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def test_validate_function_signature(self, basic_function, schema_class):
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"""Test function signature validation"""
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tool = CrewStructuredTool(
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name="test_tool",
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description="Test tool",
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func=basic_function,
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args_schema=schema_class,
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)
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# Should not raise any exceptions
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tool._validate_function_signature()
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@pytest.mark.asyncio
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async def test_ainvoke(self, basic_function):
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"""Test asynchronous invocation"""
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tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
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result = await tool.ainvoke(input={"param1": "test"})
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assert result == "test 0"
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def test_parse_args_dict(self, basic_function):
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"""Test parsing dictionary arguments"""
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tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
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parsed = tool._parse_args({"param1": "test", "param2": 42})
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assert parsed["param1"] == "test"
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assert parsed["param2"] == 42
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def test_parse_args_string(self, basic_function):
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"""Test parsing string arguments"""
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tool = CrewStructuredTool.from_function(func=basic_function, name="test_tool")
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parsed = tool._parse_args('{"param1": "test", "param2": 42}')
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assert parsed["param1"] == "test"
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assert parsed["param2"] == 42
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def test_complex_types(self):
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"""Test handling of complex parameter types"""
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def complex_func(nested: dict, items: list) -> str:
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"""Process complex types."""
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return f"Processed {len(items)} items with {len(nested)} nested keys"
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tool = CrewStructuredTool.from_function(
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func=complex_func, name="test_tool", description="Test complex types"
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)
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result = tool.invoke({"nested": {"key": "value"}, "items": [1, 2, 3]})
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assert result == "Processed 3 items with 1 nested keys"
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def test_schema_inheritance(self):
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"""Test tool creation with inherited schema"""
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def extended_func(base_param: str, extra_param: int) -> str:
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"""Test function with inherited schema."""
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return f"{base_param} {extra_param}"
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class BaseSchema(BaseModel):
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base_param: str
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class ExtendedSchema(BaseSchema):
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extra_param: int
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tool = CrewStructuredTool.from_function(
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func=extended_func, name="test_tool", args_schema=ExtendedSchema
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)
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result = tool.invoke({"base_param": "test", "extra_param": 42})
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assert result == "test 42"
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def test_default_values_in_schema(self):
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"""Test handling of default values in schema"""
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def default_func(
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required_param: str,
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optional_param: str = "default",
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nullable_param: Optional[int] = None,
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) -> str:
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"""Test function with default values."""
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return f"{required_param} {optional_param} {nullable_param}"
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tool = CrewStructuredTool.from_function(
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func=default_func, name="test_tool", description="Test defaults"
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)
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# Test with minimal parameters
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result = tool.invoke({"required_param": "test"})
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assert result == "test default None"
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# Test with all parameters
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result = tool.invoke(
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{"required_param": "test", "optional_param": "custom", "nullable_param": 42}
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)
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assert result == "test custom 42"
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