| import functools |
| import operator |
| import sys |
| import typing |
| from collections.abc import Callable |
| from os import PathLike |
| from typing import ( |
| TYPE_CHECKING, |
| AbstractSet, |
| Any, |
| Callable as TypingCallable, |
| ClassVar, |
| Dict, |
| ForwardRef, |
| Generator, |
| Iterable, |
| List, |
| Mapping, |
| NewType, |
| Optional, |
| Sequence, |
| Set, |
| Tuple, |
| Type, |
| TypeVar, |
| Union, |
| _eval_type, |
| cast, |
| get_type_hints, |
| ) |
|
|
| from typing_extensions import ( |
| Annotated, |
| Final, |
| Literal, |
| NotRequired as TypedDictNotRequired, |
| Required as TypedDictRequired, |
| ) |
|
|
| try: |
| from typing import _TypingBase as typing_base |
| except ImportError: |
| from typing import _Final as typing_base |
|
|
| try: |
| from typing import GenericAlias as TypingGenericAlias |
| except ImportError: |
| |
| TypingGenericAlias = () |
|
|
| try: |
| from types import UnionType as TypesUnionType |
| except ImportError: |
| |
| TypesUnionType = () |
|
|
|
|
| if sys.version_info < (3, 9): |
|
|
| def evaluate_forwardref(type_: ForwardRef, globalns: Any, localns: Any) -> Any: |
| return type_._evaluate(globalns, localns) |
|
|
| elif sys.version_info < (3, 12, 4): |
|
|
| def evaluate_forwardref(type_: ForwardRef, globalns: Any, localns: Any) -> Any: |
| |
| |
| |
| |
| return cast(Any, type_)._evaluate(globalns, localns, recursive_guard=set()) |
|
|
| elif sys.version_info < (3, 14): |
|
|
| def evaluate_forwardref(type_: ForwardRef, globalns: Any, localns: Any) -> Any: |
| |
| |
| return cast(Any, type_)._evaluate(globalns, localns, type_params=(), recursive_guard=set()) |
|
|
| else: |
|
|
| def evaluate_forwardref(type_: ForwardRef, globalns: Any, localns: Any) -> Any: |
| |
| |
| return typing.evaluate_forward_ref( |
| type_, |
| globals=globalns, |
| locals=localns, |
| type_params=(), |
| _recursive_guard=set(), |
| ) |
|
|
|
|
| if sys.version_info < (3, 9): |
| |
| |
| |
| get_all_type_hints = get_type_hints |
|
|
| else: |
|
|
| def get_all_type_hints(obj: Any, globalns: Any = None, localns: Any = None) -> Any: |
| return get_type_hints(obj, globalns, localns, include_extras=True) |
|
|
|
|
| _T = TypeVar('_T') |
|
|
| AnyCallable = TypingCallable[..., Any] |
| NoArgAnyCallable = TypingCallable[[], Any] |
|
|
| |
| AnyArgTCallable = TypingCallable[..., _T] |
|
|
|
|
| |
| |
| AnnotatedTypeNames = {'AnnotatedMeta', '_AnnotatedAlias'} |
|
|
|
|
| LITERAL_TYPES: Set[Any] = {Literal} |
| if hasattr(typing, 'Literal'): |
| LITERAL_TYPES.add(typing.Literal) |
|
|
|
|
| if sys.version_info < (3, 8): |
|
|
| def get_origin(t: Type[Any]) -> Optional[Type[Any]]: |
| if type(t).__name__ in AnnotatedTypeNames: |
| |
| return cast(Type[Any], Annotated) |
| return getattr(t, '__origin__', None) |
|
|
| else: |
| from typing import get_origin as _typing_get_origin |
|
|
| def get_origin(tp: Type[Any]) -> Optional[Type[Any]]: |
| """ |
| We can't directly use `typing.get_origin` since we need a fallback to support |
| custom generic classes like `ConstrainedList` |
| It should be useless once https://github.com/cython/cython/issues/3537 is |
| solved and https://github.com/pydantic/pydantic/pull/1753 is merged. |
| """ |
| if type(tp).__name__ in AnnotatedTypeNames: |
| return cast(Type[Any], Annotated) |
| return _typing_get_origin(tp) or getattr(tp, '__origin__', None) |
|
|
|
|
| if sys.version_info < (3, 8): |
| from typing import _GenericAlias |
|
|
| def get_args(t: Type[Any]) -> Tuple[Any, ...]: |
| """Compatibility version of get_args for python 3.7. |
| |
| Mostly compatible with the python 3.8 `typing` module version |
| and able to handle almost all use cases. |
| """ |
| if type(t).__name__ in AnnotatedTypeNames: |
| return t.__args__ + t.__metadata__ |
| if isinstance(t, _GenericAlias): |
| res = t.__args__ |
| if t.__origin__ is Callable and res and res[0] is not Ellipsis: |
| res = (list(res[:-1]), res[-1]) |
| return res |
| return getattr(t, '__args__', ()) |
|
|
| else: |
| from typing import get_args as _typing_get_args |
|
|
| def _generic_get_args(tp: Type[Any]) -> Tuple[Any, ...]: |
| """ |
| In python 3.9, `typing.Dict`, `typing.List`, ... |
| do have an empty `__args__` by default (instead of the generic ~T for example). |
| In order to still support `Dict` for example and consider it as `Dict[Any, Any]`, |
| we retrieve the `_nparams` value that tells us how many parameters it needs. |
| """ |
| if hasattr(tp, '_nparams'): |
| return (Any,) * tp._nparams |
| |
| |
| |
| try: |
| if tp == Tuple[()] or sys.version_info >= (3, 9) and tp == tuple[()]: |
| return ((),) |
| |
| except TypeError: |
| pass |
| return () |
|
|
| def get_args(tp: Type[Any]) -> Tuple[Any, ...]: |
| """Get type arguments with all substitutions performed. |
| |
| For unions, basic simplifications used by Union constructor are performed. |
| Examples:: |
| get_args(Dict[str, int]) == (str, int) |
| get_args(int) == () |
| get_args(Union[int, Union[T, int], str][int]) == (int, str) |
| get_args(Union[int, Tuple[T, int]][str]) == (int, Tuple[str, int]) |
| get_args(Callable[[], T][int]) == ([], int) |
| """ |
| if type(tp).__name__ in AnnotatedTypeNames: |
| return tp.__args__ + tp.__metadata__ |
| |
| return _typing_get_args(tp) or getattr(tp, '__args__', ()) or _generic_get_args(tp) |
|
|
|
|
| if sys.version_info < (3, 9): |
|
|
| def convert_generics(tp: Type[Any]) -> Type[Any]: |
| """Python 3.9 and older only supports generics from `typing` module. |
| They convert strings to ForwardRef automatically. |
| |
| Examples:: |
| typing.List['Hero'] == typing.List[ForwardRef('Hero')] |
| """ |
| return tp |
|
|
| else: |
|
|
| def convert_generics(tp: Type[Any]) -> Type[Any]: |
| """ |
| Recursively searches for `str` type hints and replaces them with ForwardRef. |
| |
| Examples:: |
| convert_generics(list['Hero']) == list[ForwardRef('Hero')] |
| convert_generics(dict['Hero', 'Team']) == dict[ForwardRef('Hero'), ForwardRef('Team')] |
| convert_generics(typing.Dict['Hero', 'Team']) == typing.Dict[ForwardRef('Hero'), ForwardRef('Team')] |
| convert_generics(list[str | 'Hero'] | int) == list[str | ForwardRef('Hero')] | int |
| """ |
| origin = get_origin(tp) |
| if not origin or not hasattr(tp, '__args__'): |
| return tp |
|
|
| args = get_args(tp) |
|
|
| |
| if origin is Annotated: |
| return Annotated[(convert_generics(args[0]), *args[1:])] |
|
|
| |
| converted = tuple( |
| ForwardRef(arg) if isinstance(arg, str) and isinstance(tp, TypingGenericAlias) else convert_generics(arg) |
| for arg in args |
| ) |
|
|
| if converted == args: |
| return tp |
| elif isinstance(tp, TypingGenericAlias): |
| return TypingGenericAlias(origin, converted) |
| elif isinstance(tp, TypesUnionType): |
| |
| return functools.reduce(operator.or_, converted) |
| else: |
| try: |
| setattr(tp, '__args__', converted) |
| except AttributeError: |
| pass |
| return tp |
|
|
|
|
| if sys.version_info < (3, 10): |
|
|
| def is_union(tp: Optional[Type[Any]]) -> bool: |
| return tp is Union |
|
|
| WithArgsTypes = (TypingGenericAlias,) |
|
|
| else: |
| import types |
| import typing |
|
|
| def is_union(tp: Optional[Type[Any]]) -> bool: |
| return tp is Union or tp is types.UnionType |
|
|
| WithArgsTypes = (typing._GenericAlias, types.GenericAlias, types.UnionType) |
|
|
|
|
| StrPath = Union[str, PathLike] |
|
|
|
|
| if TYPE_CHECKING: |
| from pydantic.v1.fields import ModelField |
|
|
| TupleGenerator = Generator[Tuple[str, Any], None, None] |
| DictStrAny = Dict[str, Any] |
| DictAny = Dict[Any, Any] |
| SetStr = Set[str] |
| ListStr = List[str] |
| IntStr = Union[int, str] |
| AbstractSetIntStr = AbstractSet[IntStr] |
| DictIntStrAny = Dict[IntStr, Any] |
| MappingIntStrAny = Mapping[IntStr, Any] |
| CallableGenerator = Generator[AnyCallable, None, None] |
| ReprArgs = Sequence[Tuple[Optional[str], Any]] |
|
|
| MYPY = False |
| if MYPY: |
| AnyClassMethod = classmethod[Any] |
| else: |
| |
| AnyClassMethod = classmethod[Any, Any, Any] |
|
|
| __all__ = ( |
| 'AnyCallable', |
| 'NoArgAnyCallable', |
| 'NoneType', |
| 'is_none_type', |
| 'display_as_type', |
| 'resolve_annotations', |
| 'is_callable_type', |
| 'is_literal_type', |
| 'all_literal_values', |
| 'is_namedtuple', |
| 'is_typeddict', |
| 'is_typeddict_special', |
| 'is_new_type', |
| 'new_type_supertype', |
| 'is_classvar', |
| 'is_finalvar', |
| 'update_field_forward_refs', |
| 'update_model_forward_refs', |
| 'TupleGenerator', |
| 'DictStrAny', |
| 'DictAny', |
| 'SetStr', |
| 'ListStr', |
| 'IntStr', |
| 'AbstractSetIntStr', |
| 'DictIntStrAny', |
| 'CallableGenerator', |
| 'ReprArgs', |
| 'AnyClassMethod', |
| 'CallableGenerator', |
| 'WithArgsTypes', |
| 'get_args', |
| 'get_origin', |
| 'get_sub_types', |
| 'typing_base', |
| 'get_all_type_hints', |
| 'is_union', |
| 'StrPath', |
| 'MappingIntStrAny', |
| ) |
|
|
|
|
| NoneType = None.__class__ |
|
|
|
|
| NONE_TYPES: Tuple[Any, Any, Any] = (None, NoneType, Literal[None]) |
|
|
|
|
| if sys.version_info < (3, 8): |
| |
| |
| |
| |
| |
|
|
| def is_none_type(type_: Any) -> bool: |
| return type_ in NONE_TYPES |
|
|
| elif sys.version_info[:2] == (3, 8): |
|
|
| def is_none_type(type_: Any) -> bool: |
| for none_type in NONE_TYPES: |
| if type_ is none_type: |
| return True |
| |
| |
| |
| if is_literal_type(type_): |
| return all_literal_values(type_) == (None,) |
| return False |
|
|
| else: |
|
|
| def is_none_type(type_: Any) -> bool: |
| return type_ in NONE_TYPES |
|
|
|
|
| def display_as_type(v: Type[Any]) -> str: |
| if not isinstance(v, typing_base) and not isinstance(v, WithArgsTypes) and not isinstance(v, type): |
| v = v.__class__ |
|
|
| if is_union(get_origin(v)): |
| return f'Union[{", ".join(map(display_as_type, get_args(v)))}]' |
|
|
| if isinstance(v, WithArgsTypes): |
| |
| return str(v).replace('typing.', '') |
|
|
| try: |
| return v.__name__ |
| except AttributeError: |
| |
| return str(v).replace('typing.', '') |
|
|
|
|
| def resolve_annotations(raw_annotations: Dict[str, Type[Any]], module_name: Optional[str]) -> Dict[str, Type[Any]]: |
| """ |
| Partially taken from typing.get_type_hints. |
| |
| Resolve string or ForwardRef annotations into type objects if possible. |
| """ |
| base_globals: Optional[Dict[str, Any]] = None |
| if module_name: |
| try: |
| module = sys.modules[module_name] |
| except KeyError: |
| |
| pass |
| else: |
| base_globals = module.__dict__ |
|
|
| annotations = {} |
| for name, value in raw_annotations.items(): |
| if isinstance(value, str): |
| if (3, 10) > sys.version_info >= (3, 9, 8) or sys.version_info >= (3, 10, 1): |
| value = ForwardRef(value, is_argument=False, is_class=True) |
| else: |
| value = ForwardRef(value, is_argument=False) |
| try: |
| if sys.version_info >= (3, 13): |
| value = _eval_type(value, base_globals, None, type_params=()) |
| else: |
| value = _eval_type(value, base_globals, None) |
| except NameError: |
| |
| pass |
| annotations[name] = value |
| return annotations |
|
|
|
|
| def is_callable_type(type_: Type[Any]) -> bool: |
| return type_ is Callable or get_origin(type_) is Callable |
|
|
|
|
| def is_literal_type(type_: Type[Any]) -> bool: |
| return Literal is not None and get_origin(type_) in LITERAL_TYPES |
|
|
|
|
| def literal_values(type_: Type[Any]) -> Tuple[Any, ...]: |
| return get_args(type_) |
|
|
|
|
| def all_literal_values(type_: Type[Any]) -> Tuple[Any, ...]: |
| """ |
| This method is used to retrieve all Literal values as |
| Literal can be used recursively (see https://www.python.org/dev/peps/pep-0586) |
| e.g. `Literal[Literal[Literal[1, 2, 3], "foo"], 5, None]` |
| """ |
| if not is_literal_type(type_): |
| return (type_,) |
|
|
| values = literal_values(type_) |
| return tuple(x for value in values for x in all_literal_values(value)) |
|
|
|
|
| def is_namedtuple(type_: Type[Any]) -> bool: |
| """ |
| Check if a given class is a named tuple. |
| It can be either a `typing.NamedTuple` or `collections.namedtuple` |
| """ |
| from pydantic.v1.utils import lenient_issubclass |
|
|
| return lenient_issubclass(type_, tuple) and hasattr(type_, '_fields') |
|
|
|
|
| def is_typeddict(type_: Type[Any]) -> bool: |
| """ |
| Check if a given class is a typed dict (from `typing` or `typing_extensions`) |
| In 3.10, there will be a public method (https://docs.python.org/3.10/library/typing.html#typing.is_typeddict) |
| """ |
| from pydantic.v1.utils import lenient_issubclass |
|
|
| return lenient_issubclass(type_, dict) and hasattr(type_, '__total__') |
|
|
|
|
| def _check_typeddict_special(type_: Any) -> bool: |
| return type_ is TypedDictRequired or type_ is TypedDictNotRequired |
|
|
|
|
| def is_typeddict_special(type_: Any) -> bool: |
| """ |
| Check if type is a TypedDict special form (Required or NotRequired). |
| """ |
| return _check_typeddict_special(type_) or _check_typeddict_special(get_origin(type_)) |
|
|
|
|
| test_type = NewType('test_type', str) |
|
|
|
|
| def is_new_type(type_: Type[Any]) -> bool: |
| """ |
| Check whether type_ was created using typing.NewType |
| """ |
| return isinstance(type_, test_type.__class__) and hasattr(type_, '__supertype__') |
|
|
|
|
| def new_type_supertype(type_: Type[Any]) -> Type[Any]: |
| while hasattr(type_, '__supertype__'): |
| type_ = type_.__supertype__ |
| return type_ |
|
|
|
|
| def _check_classvar(v: Optional[Type[Any]]) -> bool: |
| if v is None: |
| return False |
|
|
| return v.__class__ == ClassVar.__class__ and getattr(v, '_name', None) == 'ClassVar' |
|
|
|
|
| def _check_finalvar(v: Optional[Type[Any]]) -> bool: |
| """ |
| Check if a given type is a `typing.Final` type. |
| """ |
| if v is None: |
| return False |
|
|
| return v.__class__ == Final.__class__ and (sys.version_info < (3, 8) or getattr(v, '_name', None) == 'Final') |
|
|
|
|
| def is_classvar(ann_type: Type[Any]) -> bool: |
| if _check_classvar(ann_type) or _check_classvar(get_origin(ann_type)): |
| return True |
|
|
| |
| |
| if ann_type.__class__ == ForwardRef and ann_type.__forward_arg__.startswith('ClassVar['): |
| return True |
|
|
| return False |
|
|
|
|
| def is_finalvar(ann_type: Type[Any]) -> bool: |
| return _check_finalvar(ann_type) or _check_finalvar(get_origin(ann_type)) |
|
|
|
|
| def update_field_forward_refs(field: 'ModelField', globalns: Any, localns: Any) -> None: |
| """ |
| Try to update ForwardRefs on fields based on this ModelField, globalns and localns. |
| """ |
| prepare = False |
| if field.type_.__class__ == ForwardRef: |
| prepare = True |
| field.type_ = evaluate_forwardref(field.type_, globalns, localns or None) |
| if field.outer_type_.__class__ == ForwardRef: |
| prepare = True |
| field.outer_type_ = evaluate_forwardref(field.outer_type_, globalns, localns or None) |
| if prepare: |
| field.prepare() |
|
|
| if field.sub_fields: |
| for sub_f in field.sub_fields: |
| update_field_forward_refs(sub_f, globalns=globalns, localns=localns) |
|
|
| if field.discriminator_key is not None: |
| field.prepare_discriminated_union_sub_fields() |
|
|
|
|
| def update_model_forward_refs( |
| model: Type[Any], |
| fields: Iterable['ModelField'], |
| json_encoders: Dict[Union[Type[Any], str, ForwardRef], AnyCallable], |
| localns: 'DictStrAny', |
| exc_to_suppress: Tuple[Type[BaseException], ...] = (), |
| ) -> None: |
| """ |
| Try to update model fields ForwardRefs based on model and localns. |
| """ |
| if model.__module__ in sys.modules: |
| globalns = sys.modules[model.__module__].__dict__.copy() |
| else: |
| globalns = {} |
|
|
| globalns.setdefault(model.__name__, model) |
|
|
| for f in fields: |
| try: |
| update_field_forward_refs(f, globalns=globalns, localns=localns) |
| except exc_to_suppress: |
| pass |
|
|
| for key in set(json_encoders.keys()): |
| if isinstance(key, str): |
| fr: ForwardRef = ForwardRef(key) |
| elif isinstance(key, ForwardRef): |
| fr = key |
| else: |
| continue |
|
|
| try: |
| new_key = evaluate_forwardref(fr, globalns, localns or None) |
| except exc_to_suppress: |
| continue |
|
|
| json_encoders[new_key] = json_encoders.pop(key) |
|
|
|
|
| def get_class(type_: Type[Any]) -> Union[None, bool, Type[Any]]: |
| """ |
| Tries to get the class of a Type[T] annotation. Returns True if Type is used |
| without brackets. Otherwise returns None. |
| """ |
| if type_ is type: |
| return True |
|
|
| if get_origin(type_) is None: |
| return None |
|
|
| args = get_args(type_) |
| if not args or not isinstance(args[0], type): |
| return True |
| else: |
| return args[0] |
|
|
|
|
| def get_sub_types(tp: Any) -> List[Any]: |
| """ |
| Return all the types that are allowed by type `tp` |
| `tp` can be a `Union` of allowed types or an `Annotated` type |
| """ |
| origin = get_origin(tp) |
| if origin is Annotated: |
| return get_sub_types(get_args(tp)[0]) |
| elif is_union(origin): |
| return [x for t in get_args(tp) for x in get_sub_types(t)] |
| else: |
| return [tp] |
|
|