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https://github.com/crewAIInc/crewAI.git
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feat: add pydantic-compatible import validation and deprecate old utilities
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@@ -2,29 +2,94 @@
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import importlib
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from types import ModuleType
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from typing import Annotated, Any, TypeAlias
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from pydantic import AfterValidator, TypeAdapter
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from typing_extensions import deprecated
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@deprecated(
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"Not needed when using `crewai.utilities.import_utils.import_and_validate_definition`"
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)
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class OptionalDependencyError(ImportError):
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"""Exception raised when an optional dependency is not installed."""
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def require(name: str, *, purpose: str) -> ModuleType:
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"""Import a module, raising a helpful error if it's not installed.
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@deprecated(
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"Use `crewai.utilities.import_utils.import_and_validate_definition` instead."
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)
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def require(name: str, *, purpose: str, attr: str | None = None) -> ModuleType | Any:
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"""Import a module, optionally returning a specific attribute.
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Args:
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name: The module name to import.
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purpose: Description of what requires this dependency.
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attr: Optional attribute name to get from the module.
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Returns:
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The imported module.
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The imported module or the specified attribute.
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Raises:
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OptionalDependencyError: If the module is not installed.
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AttributeError: If the specified attribute doesn't exist.
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"""
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try:
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return importlib.import_module(name)
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module = importlib.import_module(name)
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if attr is not None:
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return getattr(module, attr)
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return module
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except ImportError as exc:
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package_name = name.split(".")[0]
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raise OptionalDependencyError(
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f"{purpose} requires the optional dependency '{name}'.\n"
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f"Install it with: uv add {name}"
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f"Install it with: uv add {package_name}"
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) from exc
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except AttributeError as exc:
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raise AttributeError(f"Module '{name}' has no attribute '{attr}'") from exc
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def validate_import_path(v: str) -> Any:
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"""Import and return the class/function from the import path.
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Args:
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v: Import path string in the format 'module.path.ClassName'.
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Returns:
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The imported class or function.
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Raises:
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ValueError: If the import path is malformed or the module cannot be imported.
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"""
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module_path, _, attr = v.rpartition(".")
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if not module_path or not attr:
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raise ValueError(f"import_path '{v}' must be of the form 'module.ClassName'")
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try:
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mod = importlib.import_module(module_path)
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except ImportError as exc:
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parts = module_path.split(".")
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if not parts:
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raise ValueError(f"Malformed import path: '{v}'") from exc
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package = parts[0]
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raise ValueError(
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f"Package '{package}' could not be imported. Install it with: uv add {package}"
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) from exc
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if not hasattr(mod, attr):
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raise ValueError(f"Attribute '{attr}' not found in module '{module_path}'")
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return getattr(mod, attr)
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ImportedDefinition: TypeAlias = Annotated[Any, AfterValidator(validate_import_path)]
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adapter = TypeAdapter(ImportedDefinition)
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def import_and_validate_definition(v: str) -> Any:
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"""Pydantic-compatible function to import a class/function from a string path.
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Args:
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v: Import path string in the format 'module.path.ClassName'.
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Returns:
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The imported class or function
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"""
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return adapter.validate_python(v)
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@@ -1,9 +1,16 @@
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"""Tests for import utilities."""
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import pytest
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from unittest.mock import patch
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import sys
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from unittest.mock import MagicMock, patch
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from crewai.utilities.import_utils import require, OptionalDependencyError
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import pytest
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from crewai.utilities.import_utils import (
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OptionalDependencyError,
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import_and_validate_definition,
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require,
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validate_import_path,
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)
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class TestRequire:
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@@ -40,3 +47,143 @@ class TestRequire:
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def test_optional_dependency_error_is_import_error(self):
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"""Test that OptionalDependencyError is a subclass of ImportError."""
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assert issubclass(OptionalDependencyError, ImportError)
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def test_require_with_attr(self):
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"""Test requiring a specific attribute from a module."""
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loads = require("json", purpose="testing", attr="loads")
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import json
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assert loads == json.loads
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def test_require_with_nonexistent_attr(self):
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"""Test requiring a nonexistent attribute raises AttributeError."""
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with pytest.raises(AttributeError) as exc_info:
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require("json", purpose="testing", attr="nonexistent_attr")
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assert "Module 'json' has no attribute 'nonexistent_attr'" in str(
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exc_info.value
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)
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def test_require_extracts_package_name(self):
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"""Test that require correctly extracts package name from module path."""
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with pytest.raises(OptionalDependencyError) as exc_info:
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require("some.nested.module.path", purpose="testing")
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error_msg = str(exc_info.value)
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assert "uv add some" in error_msg
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class TestValidateImportPath:
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"""Test the validate_import_path function."""
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def test_validate_import_path_success(self):
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"""Test successful import of a class."""
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result = validate_import_path("json.JSONDecoder")
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import json
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assert result == json.JSONDecoder
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def test_validate_import_path_malformed_no_module(self):
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"""Test validation with no module path."""
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with pytest.raises(ValueError) as exc_info:
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validate_import_path("ClassName")
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assert "import_path 'ClassName' must be of the form 'module.ClassName'" in str(
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exc_info.value
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)
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def test_validate_import_path_empty_string(self):
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"""Test validation with empty string."""
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with pytest.raises(ValueError) as exc_info:
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validate_import_path("")
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assert "import_path '' must be of the form 'module.ClassName'" in str(
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exc_info.value
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)
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def test_validate_import_path_module_not_found(self):
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"""Test validation with non-existent module."""
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with pytest.raises(ValueError) as exc_info:
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validate_import_path("nonexistent_module.ClassName")
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error_msg = str(exc_info.value)
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assert "Package 'nonexistent_module' could not be imported" in error_msg
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assert "uv add nonexistent_module" in error_msg
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def test_validate_import_path_attribute_not_found(self):
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"""Test validation when attribute doesn't exist in module."""
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with pytest.raises(ValueError) as exc_info:
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validate_import_path("json.NonExistentClass")
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assert "Attribute 'NonExistentClass' not found in module 'json'" in str(
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exc_info.value
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)
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def test_validate_import_path_nested_module(self):
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"""Test validation with nested module path."""
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result = validate_import_path("unittest.mock.MagicMock")
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from unittest.mock import MagicMock
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assert result == MagicMock
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def test_validate_import_path_extracts_package_name(self):
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"""Test that package name is correctly extracted for error message."""
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with pytest.raises(ValueError) as exc_info:
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validate_import_path("some.nested.module.path.ClassName")
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error_msg = str(exc_info.value)
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assert "Package 'some' could not be imported" in error_msg
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assert "uv add some" in error_msg
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class TestImportAndValidateDefinition:
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"""Test the import_and_validate_definition function."""
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def test_import_and_validate_definition_success(self):
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"""Test successful import through Pydantic adapter."""
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result = import_and_validate_definition("json.JSONEncoder")
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import json
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assert result == json.JSONEncoder
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def test_import_and_validate_definition_with_function(self):
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"""Test importing a function instead of a class."""
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result = import_and_validate_definition("json.loads")
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import json
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assert result == json.loads
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def test_import_and_validate_definition_invalid(self):
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"""Test that invalid paths raise ValueError."""
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with pytest.raises(ValueError) as exc_info:
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import_and_validate_definition("InvalidPath")
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assert "must be of the form 'module.ClassName'" in str(exc_info.value)
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def test_import_and_validate_definition_module_error(self):
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"""Test error handling for missing modules."""
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with pytest.raises(ValueError) as exc_info:
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import_and_validate_definition("missing_package.SomeClass")
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error_msg = str(exc_info.value)
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assert "Package 'missing_package' could not be imported" in error_msg
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assert "uv add missing_package" in error_msg
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def test_import_and_validate_definition_attribute_error(self):
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"""Test error handling for missing attributes."""
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with pytest.raises(ValueError) as exc_info:
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import_and_validate_definition("json.MissingClass")
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assert "Attribute 'MissingClass' not found in module 'json'" in str(
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exc_info.value
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)
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def test_import_and_validate_definition_with_mock(self):
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"""Test that mocked modules work correctly."""
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mock_module = MagicMock()
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mock_class = MagicMock()
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mock_module.MockClass = mock_class
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with patch.dict(sys.modules, {"mocked_module": mock_module}):
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result = import_and_validate_definition("mocked_module.MockClass")
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assert result == mock_class
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