feat: add pydantic-compatible import validation and deprecate old utilities

This commit is contained in:
Greyson LaLonde
2025-09-24 11:36:02 -04:00
committed by GitHub
parent a0b757a12c
commit 346faf229f
2 changed files with 220 additions and 8 deletions

View File

@@ -2,29 +2,94 @@
import importlib import importlib
from types import ModuleType from types import ModuleType
from typing import Annotated, Any, TypeAlias
from pydantic import AfterValidator, TypeAdapter
from typing_extensions import deprecated
@deprecated(
"Not needed when using `crewai.utilities.import_utils.import_and_validate_definition`"
)
class OptionalDependencyError(ImportError): class OptionalDependencyError(ImportError):
"""Exception raised when an optional dependency is not installed.""" """Exception raised when an optional dependency is not installed."""
def require(name: str, *, purpose: str) -> ModuleType: @deprecated(
"""Import a module, raising a helpful error if it's not installed. "Use `crewai.utilities.import_utils.import_and_validate_definition` instead."
)
def require(name: str, *, purpose: str, attr: str | None = None) -> ModuleType | Any:
"""Import a module, optionally returning a specific attribute.
Args: Args:
name: The module name to import. name: The module name to import.
purpose: Description of what requires this dependency. purpose: Description of what requires this dependency.
attr: Optional attribute name to get from the module.
Returns: Returns:
The imported module. The imported module or the specified attribute.
Raises: Raises:
OptionalDependencyError: If the module is not installed. OptionalDependencyError: If the module is not installed.
AttributeError: If the specified attribute doesn't exist.
""" """
try: try:
return importlib.import_module(name) module = importlib.import_module(name)
if attr is not None:
return getattr(module, attr)
return module
except ImportError as exc: except ImportError as exc:
package_name = name.split(".")[0]
raise OptionalDependencyError( raise OptionalDependencyError(
f"{purpose} requires the optional dependency '{name}'.\n" f"{purpose} requires the optional dependency '{name}'.\n"
f"Install it with: uv add {name}" f"Install it with: uv add {package_name}"
) from exc ) from exc
except AttributeError as exc:
raise AttributeError(f"Module '{name}' has no attribute '{attr}'") from exc
def validate_import_path(v: str) -> Any:
"""Import and return the class/function from the import path.
Args:
v: Import path string in the format 'module.path.ClassName'.
Returns:
The imported class or function.
Raises:
ValueError: If the import path is malformed or the module cannot be imported.
"""
module_path, _, attr = v.rpartition(".")
if not module_path or not attr:
raise ValueError(f"import_path '{v}' must be of the form 'module.ClassName'")
try:
mod = importlib.import_module(module_path)
except ImportError as exc:
parts = module_path.split(".")
if not parts:
raise ValueError(f"Malformed import path: '{v}'") from exc
package = parts[0]
raise ValueError(
f"Package '{package}' could not be imported. Install it with: uv add {package}"
) from exc
if not hasattr(mod, attr):
raise ValueError(f"Attribute '{attr}' not found in module '{module_path}'")
return getattr(mod, attr)
ImportedDefinition: TypeAlias = Annotated[Any, AfterValidator(validate_import_path)]
adapter = TypeAdapter(ImportedDefinition)
def import_and_validate_definition(v: str) -> Any:
"""Pydantic-compatible function to import a class/function from a string path.
Args:
v: Import path string in the format 'module.path.ClassName'.
Returns:
The imported class or function
"""
return adapter.validate_python(v)

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@@ -1,9 +1,16 @@
"""Tests for import utilities.""" """Tests for import utilities."""
import pytest import sys
from unittest.mock import patch from unittest.mock import MagicMock, patch
from crewai.utilities.import_utils import require, OptionalDependencyError import pytest
from crewai.utilities.import_utils import (
OptionalDependencyError,
import_and_validate_definition,
require,
validate_import_path,
)
class TestRequire: class TestRequire:
@@ -40,3 +47,143 @@ class TestRequire:
def test_optional_dependency_error_is_import_error(self): def test_optional_dependency_error_is_import_error(self):
"""Test that OptionalDependencyError is a subclass of ImportError.""" """Test that OptionalDependencyError is a subclass of ImportError."""
assert issubclass(OptionalDependencyError, ImportError) assert issubclass(OptionalDependencyError, ImportError)
def test_require_with_attr(self):
"""Test requiring a specific attribute from a module."""
loads = require("json", purpose="testing", attr="loads")
import json
assert loads == json.loads
def test_require_with_nonexistent_attr(self):
"""Test requiring a nonexistent attribute raises AttributeError."""
with pytest.raises(AttributeError) as exc_info:
require("json", purpose="testing", attr="nonexistent_attr")
assert "Module 'json' has no attribute 'nonexistent_attr'" in str(
exc_info.value
)
def test_require_extracts_package_name(self):
"""Test that require correctly extracts package name from module path."""
with pytest.raises(OptionalDependencyError) as exc_info:
require("some.nested.module.path", purpose="testing")
error_msg = str(exc_info.value)
assert "uv add some" in error_msg
class TestValidateImportPath:
"""Test the validate_import_path function."""
def test_validate_import_path_success(self):
"""Test successful import of a class."""
result = validate_import_path("json.JSONDecoder")
import json
assert result == json.JSONDecoder
def test_validate_import_path_malformed_no_module(self):
"""Test validation with no module path."""
with pytest.raises(ValueError) as exc_info:
validate_import_path("ClassName")
assert "import_path 'ClassName' must be of the form 'module.ClassName'" in str(
exc_info.value
)
def test_validate_import_path_empty_string(self):
"""Test validation with empty string."""
with pytest.raises(ValueError) as exc_info:
validate_import_path("")
assert "import_path '' must be of the form 'module.ClassName'" in str(
exc_info.value
)
def test_validate_import_path_module_not_found(self):
"""Test validation with non-existent module."""
with pytest.raises(ValueError) as exc_info:
validate_import_path("nonexistent_module.ClassName")
error_msg = str(exc_info.value)
assert "Package 'nonexistent_module' could not be imported" in error_msg
assert "uv add nonexistent_module" in error_msg
def test_validate_import_path_attribute_not_found(self):
"""Test validation when attribute doesn't exist in module."""
with pytest.raises(ValueError) as exc_info:
validate_import_path("json.NonExistentClass")
assert "Attribute 'NonExistentClass' not found in module 'json'" in str(
exc_info.value
)
def test_validate_import_path_nested_module(self):
"""Test validation with nested module path."""
result = validate_import_path("unittest.mock.MagicMock")
from unittest.mock import MagicMock
assert result == MagicMock
def test_validate_import_path_extracts_package_name(self):
"""Test that package name is correctly extracted for error message."""
with pytest.raises(ValueError) as exc_info:
validate_import_path("some.nested.module.path.ClassName")
error_msg = str(exc_info.value)
assert "Package 'some' could not be imported" in error_msg
assert "uv add some" in error_msg
class TestImportAndValidateDefinition:
"""Test the import_and_validate_definition function."""
def test_import_and_validate_definition_success(self):
"""Test successful import through Pydantic adapter."""
result = import_and_validate_definition("json.JSONEncoder")
import json
assert result == json.JSONEncoder
def test_import_and_validate_definition_with_function(self):
"""Test importing a function instead of a class."""
result = import_and_validate_definition("json.loads")
import json
assert result == json.loads
def test_import_and_validate_definition_invalid(self):
"""Test that invalid paths raise ValueError."""
with pytest.raises(ValueError) as exc_info:
import_and_validate_definition("InvalidPath")
assert "must be of the form 'module.ClassName'" in str(exc_info.value)
def test_import_and_validate_definition_module_error(self):
"""Test error handling for missing modules."""
with pytest.raises(ValueError) as exc_info:
import_and_validate_definition("missing_package.SomeClass")
error_msg = str(exc_info.value)
assert "Package 'missing_package' could not be imported" in error_msg
assert "uv add missing_package" in error_msg
def test_import_and_validate_definition_attribute_error(self):
"""Test error handling for missing attributes."""
with pytest.raises(ValueError) as exc_info:
import_and_validate_definition("json.MissingClass")
assert "Attribute 'MissingClass' not found in module 'json'" in str(
exc_info.value
)
def test_import_and_validate_definition_with_mock(self):
"""Test that mocked modules work correctly."""
mock_module = MagicMock()
mock_class = MagicMock()
mock_module.MockClass = mock_class
with patch.dict(sys.modules, {"mocked_module": mock_module}):
result = import_and_validate_definition("mocked_module.MockClass")
assert result == mock_class