You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
604 lines
19 KiB
604 lines
19 KiB
import sys
|
|
import typing
|
|
from collections.abc import Callable
|
|
from os import PathLike
|
|
from typing import ( # type: ignore
|
|
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 # type: ignore
|
|
except ImportError:
|
|
from typing import _Final as typing_base # type: ignore
|
|
|
|
try:
|
|
from typing import GenericAlias as TypingGenericAlias # type: ignore
|
|
except ImportError:
|
|
# python < 3.9 does not have GenericAlias (list[int], tuple[str, ...] and so on)
|
|
TypingGenericAlias = ()
|
|
|
|
try:
|
|
from types import UnionType as TypesUnionType # type: ignore
|
|
except ImportError:
|
|
# python < 3.10 does not have UnionType (str | int, byte | bool and so on)
|
|
TypesUnionType = ()
|
|
|
|
|
|
if sys.version_info < (3, 9):
|
|
|
|
def evaluate_forwardref(type_: ForwardRef, globalns: Any, localns: Any) -> Any:
|
|
return type_._evaluate(globalns, localns)
|
|
|
|
else:
|
|
|
|
def evaluate_forwardref(type_: ForwardRef, globalns: Any, localns: Any) -> Any:
|
|
# Even though it is the right signature for python 3.9, mypy complains with
|
|
# `error: Too many arguments for "_evaluate" of "ForwardRef"` hence the cast...
|
|
return cast(Any, type_)._evaluate(globalns, localns, set())
|
|
|
|
|
|
if sys.version_info < (3, 9):
|
|
# Ensure we always get all the whole `Annotated` hint, not just the annotated type.
|
|
# For 3.7 to 3.8, `get_type_hints` doesn't recognize `typing_extensions.Annotated`,
|
|
# so it already returns the full annotation
|
|
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]
|
|
|
|
# workaround for https://github.com/python/mypy/issues/9496
|
|
AnyArgTCallable = TypingCallable[..., _T]
|
|
|
|
|
|
# Annotated[...] is implemented by returning an instance of one of these classes, depending on
|
|
# python/typing_extensions version.
|
|
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:
|
|
# weirdly this is a runtime requirement, as well as for mypy
|
|
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) # mypy complains about _SpecialForm
|
|
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
|
|
# Special case for `tuple[()]`, which used to return ((),) with `typing.Tuple`
|
|
# in python 3.10- but now returns () for `tuple` and `Tuple`.
|
|
# This will probably be clarified in pydantic v2
|
|
try:
|
|
if tp == Tuple[()] or sys.version_info >= (3, 9) and tp == tuple[()]: # type: ignore[misc]
|
|
return ((),)
|
|
# there is a TypeError when compiled with cython
|
|
except TypeError: # pragma: no cover
|
|
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__
|
|
# the fallback is needed for the same reasons as `get_origin` (see above)
|
|
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:
|
|
from typing import _UnionGenericAlias # type: ignore
|
|
|
|
from typing_extensions import _AnnotatedAlias
|
|
|
|
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)
|
|
|
|
# typing.Annotated needs special treatment
|
|
if origin is Annotated:
|
|
return _AnnotatedAlias(convert_generics(args[0]), args[1:])
|
|
|
|
# recursively replace `str` instances inside of `GenericAlias` with `ForwardRef(arg)`
|
|
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):
|
|
# recreate types.UnionType (PEP604, Python >= 3.10)
|
|
return _UnionGenericAlias(origin, 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 # noqa: E721
|
|
|
|
WithArgsTypes = (typing._GenericAlias, types.GenericAlias, types.UnionType)
|
|
|
|
|
|
StrPath = Union[str, PathLike]
|
|
|
|
|
|
if TYPE_CHECKING:
|
|
from .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:
|
|
# classmethod[TargetType, CallableParamSpecType, CallableReturnType]
|
|
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):
|
|
# Even though this implementation is slower, we need it for python 3.7:
|
|
# In python 3.7 "Literal" is not a builtin type and uses a different
|
|
# mechanism.
|
|
# for this reason `Literal[None] is Literal[None]` evaluates to `False`,
|
|
# breaking the faster implementation used for the other python versions.
|
|
|
|
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
|
|
# With python 3.8, specifically 3.8.10, Literal "is" check sare very flakey
|
|
# can change on very subtle changes like use of types in other modules,
|
|
# hopefully this check avoids that issue.
|
|
if is_literal_type(type_): # pragma: no cover
|
|
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):
|
|
# Generic alias are constructs like `list[int]`
|
|
return str(v).replace('typing.', '')
|
|
|
|
try:
|
|
return v.__name__
|
|
except AttributeError:
|
|
# happens with typing objects
|
|
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:
|
|
# happens occasionally, see https://github.com/pydantic/pydantic/issues/2363
|
|
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:
|
|
value = _eval_type(value, base_globals, None)
|
|
except NameError:
|
|
# this is ok, it can be fixed with update_forward_refs
|
|
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 .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 .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__') # type: ignore
|
|
|
|
|
|
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
|
|
|
|
# this is an ugly workaround for class vars that contain forward references and are therefore themselves
|
|
# forward references, see #3679
|
|
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: # pragma: no cover
|
|
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]
|