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codekingpro/portable-devtools

sourceHugging Faceupdated 5mo agoView on Hugging Face
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validate_call_decorator.py117 linesDownload Raw Back to pydantic
1"""Decorator for validating function calls."""2 3from __future__ import annotations as _annotations4 5import inspect6from functools import partial7from types import BuiltinFunctionType8from typing import TYPE_CHECKING, Any, Callable, TypeVar, cast, overload9 10from ._internal import _generate_schema, _typing_extra, _validate_call11from .errors import PydanticUserError12 13__all__ = ('validate_call',)14 15if TYPE_CHECKING:16    from .config import ConfigDict17 18    AnyCallableT = TypeVar('AnyCallableT', bound=Callable[..., Any])19 20 21_INVALID_TYPE_ERROR_CODE = 'validate-call-type'22 23 24def _check_function_type(function: object) -> None:25    """Check if the input function is a supported type for `validate_call`."""26    if isinstance(function, _generate_schema.VALIDATE_CALL_SUPPORTED_TYPES):27        try:28            _typing_extra.signature_no_eval(cast(_generate_schema.ValidateCallSupportedTypes, function))29        except (ValueError, TypeError):30            raise PydanticUserError(31                f"Input function `{function}` doesn't have a valid signature", code=_INVALID_TYPE_ERROR_CODE32            )33 34        if isinstance(function, partial):35            try:36                assert not isinstance(partial.func, partial), 'Partial of partial'37                _check_function_type(function.func)38            except PydanticUserError as e:39                raise PydanticUserError(40                    f'Partial of `{function.func}` is invalid because the type of `{function.func}` is not supported by `validate_call`',41                    code=_INVALID_TYPE_ERROR_CODE,42                ) from e43 44        return45 46    if isinstance(function, BuiltinFunctionType):47        raise PydanticUserError(f'Input built-in function `{function}` is not supported', code=_INVALID_TYPE_ERROR_CODE)48    if isinstance(function, (classmethod, staticmethod, property)):49        name = type(function).__name__50        raise PydanticUserError(51            f'The `@{name}` decorator should be applied after `@validate_call` (put `@{name}` on top)',52            code=_INVALID_TYPE_ERROR_CODE,53        )54 55    if inspect.isclass(function):56        raise PydanticUserError(57            f'Unable to validate {function}: `validate_call` should be applied to functions, not classes (put `@validate_call` on top of `__init__` or `__new__` instead)',58            code=_INVALID_TYPE_ERROR_CODE,59        )60    if callable(function):61        raise PydanticUserError(62            f'Unable to validate {function}: `validate_call` should be applied to functions, not instances or other callables. Use `validate_call` explicitly on `__call__` instead.',63            code=_INVALID_TYPE_ERROR_CODE,64        )65 66    raise PydanticUserError(67        f'Unable to validate {function}: `validate_call` should be applied to one of the following: function, method, partial, or lambda',68        code=_INVALID_TYPE_ERROR_CODE,69    )70 71 72@overload73def validate_call(74    *, config: ConfigDict | None = None, validate_return: bool = False75) -> Callable[[AnyCallableT], AnyCallableT]: ...76 77 78@overload79def validate_call(func: AnyCallableT, /) -> AnyCallableT: ...80 81 82def validate_call(83    func: AnyCallableT | None = None,84    /,85    *,86    config: ConfigDict | None = None,87    validate_return: bool = False,88) -> AnyCallableT | Callable[[AnyCallableT], AnyCallableT]:89    """!!! abstract "Usage Documentation"90        [Validation Decorator](../concepts/validation_decorator.md)91 92    Returns a decorated wrapper around the function that validates the arguments and, optionally, the return value.93 94    Usage may be either as a plain decorator `@validate_call` or with arguments `@validate_call(...)`.95 96    Args:97        func: The function to be decorated.98        config: The configuration dictionary.99        validate_return: Whether to validate the return value.100 101    Returns:102        The decorated function.103    """104    parent_namespace = _typing_extra.parent_frame_namespace()105 106    def validate(function: AnyCallableT) -> AnyCallableT:107        _check_function_type(function)108        validate_call_wrapper = _validate_call.ValidateCallWrapper(109            cast(_generate_schema.ValidateCallSupportedTypes, function), config, validate_return, parent_namespace110        )111        return _validate_call.update_wrapper_attributes(function, validate_call_wrapper.__call__)  # type: ignore112 113    if func is not None:114        return validate(func)115    else:116        return validate117 
codekingpro/portable-devtools · Team Ai