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# Copyright 2024 The etils Authors. | |
# | |
# Licensed under the Apache License, Version 2.0 (the "License"); | |
# you may not use this file except in compliance with the License. | |
# You may obtain a copy of the License at | |
# | |
# http://www.apache.org/licenses/LICENSE-2.0 | |
# | |
# Unless required by applicable law or agreed to in writing, software | |
# distributed under the License is distributed on an "AS IS" BASIS, | |
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
# See the License for the specific language governing permissions and | |
# limitations under the License. | |
"""Auto-apply normalization to a dataclass fields.""" | |
from __future__ import annotations | |
import dataclasses | |
import typing | |
from typing import Any, TypeVar | |
from etils.edc import field_utils | |
from etils.edc import helpers | |
from typing_extensions import Annotated | |
_T = TypeVar('_T') | |
_IS_NORMALIZED = object() | |
if typing.TYPE_CHECKING: | |
# TODO(b/254514368): Remove hack | |
class _AutoCastMeta(type): | |
def __getitem__(cls, value): | |
return value | |
class AutoCast(metaclass=_AutoCastMeta): | |
pass | |
else: | |
AutoCast = Annotated[_T, _IS_NORMALIZED] # pytype: disable=invalid-typevar | |
def make_auto_cast_descriptor( | |
field: dataclasses.Field[Any], hint: helpers.Hint | |
) -> helpers.Descriptor: | |
"""Apply the auto-casting magic to a single class.""" | |
# TODO(epot): Support `Optional` | |
if field.default_factory is not dataclasses.MISSING: | |
raise ValueError( | |
f'dataclass field {field.name} cannot be both `AutoCast` and' | |
' `default_factory=`' | |
) | |
# TODO(epot): Propagate other field_kwargs (through likely not necessary) | |
return field_utils.field(validate=hint) | |