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">=1.0" pydantic = "*" +msgspec = "*" pytest = "^7.4.0" ruff = "^0.0.286" diff --git a/src/dataclass_settings/class_inspect.py b/src/dataclass_settings/class_inspect.py index 9c2afe7..ffcd889 100644 --- a/src/dataclass_settings/class_inspect.py +++ b/src/dataclass_settings/class_inspect.py @@ -16,64 +16,58 @@ def detect(cls: type) -> bool: - try: - return bool(ClassTypes.from_cls(cls)) - except ValueError: - return False + return bool(ClassTypes.from_cls(cls)) -class ClassTypes(Enum): - dataclass = "dataclass" - pydantic = "pydantic" - pydantic_v1 = "pydantic_v1" - pydantic_dataclass = "pydantic_dataclass" - attrs = "attrs" +@dataclasses.dataclass +class Field: + name: str + type: type + annotations: tuple[Any, ...] + mapper: Callable[..., Any] | None = None - @classmethod - def from_cls(cls, obj: type) -> ClassTypes: - if hasattr(obj, "__pydantic_fields__"): - return cls.pydantic_dataclass + def get_loaders(self, loaders: tuple[Type[Loader], ...]): + for m in self.annotations: + if isinstance(m, loaders): + yield m - if dataclasses.is_dataclass(obj): - return cls.dataclass + def get_nested_type(self) -> Type | None: + if typing_inspect.is_union_type(self.type): + args = typing_inspect.get_args(self.type) + else: + args = [self.type] + unsupported_args = [] try: - import pydantic - except ImportError: # pragma: no cover - pass - else: - try: - is_base_model = isinstance(obj, type) and issubclass( - obj, pydantic.BaseModel - ) - except TypeError: - is_base_model = False + supported_arg = next(arg for arg in args if detect(arg)) + except StopIteration: + supported_arg = None - if is_base_model: - if pydantic.__version__.startswith("1."): - return cls.pydantic_v1 - return cls.pydantic + for arg in args: + if arg is not supported_arg and detect(arg): + unsupported_args.append(arg) - if hasattr(obj, "__attrs_attrs__"): - return cls.attrs + if unsupported_args: + raise ValueError("Can only react to one thing a time", unsupported_args) - raise ValueError( # pragma: no cover - f"'{cls}' is not a currently supported base class. " - "Must be one of: dataclass, pydantic, or attrs class." - ) + return supported_arg + def map_value(self, value: str | dict[str, Any]): + if not self.mapper: + return value -@dataclasses.dataclass -class Field: - name: str - type: type - annotations: tuple[Any, ...] - mapper: Callable[..., Any] | None = None + if isinstance(value, str): + return self.mapper(value) + + return self.mapper(**value) + +@dataclasses.dataclass +class DataclassField(Field): @classmethod - def from_dataclass(cls, typ: Type, type_hints: dict[str, Type]) -> list[Self]: + def collect(cls, typ: type, type_hints: dict[str, Type]) -> list[Self]: fields = [] - for f in typ.__dataclass_fields__.values(): + for f in typ.__dataclass_fields__.values(): # type: ignore annotation = get_type(type_hints[f.name]) annotation, args = get_annotation_args(annotation) @@ -87,24 +81,57 @@ def from_dataclass(cls, typ: Type, type_hints: dict[str, Type]) -> list[Self]: fields.append(field) return fields + +@dataclasses.dataclass +class AttrsField(Field): @classmethod - def from_pydantic(cls, typ: Type, type_hints: dict[str, Type]) -> list[Self]: + def collect(cls, typ: type, type_hints: dict[str, Type]) -> list[Self]: fields = [] - for name, f in typ.model_fields.items(): - annotation = get_type(type_hints[name]) - mapper = annotation if detect(annotation) else None + + for f in typ.__attrs_attrs__: # type: ignore + annotation = get_type(type_hints[f.name]) + annotation, args = get_annotation_args(annotation) field = cls( - name=name, + name=f.name, type=annotation, - annotations=tuple(f.metadata), + annotations=args, + mapper=annotation, + ) + fields.append(field) + return fields + + +@dataclasses.dataclass +class MsgspecField(Field): + @classmethod + def collect(cls, typ: type, type_hints: dict[str, Type]) -> list[Self]: + import msgspec + + fields = [] + for f in msgspec.structs.fields(typ): + annotation = get_type(type_hints[f.name]) + annotation, args = get_annotation_args(annotation) + + def splat_mapper(**value): + return msgspec.convert(value, annotation) + + mapper = splat_mapper if detect(annotation) else annotation + + field = cls( + name=f.name, + type=annotation, + annotations=args, mapper=mapper, ) fields.append(field) return fields + +@dataclasses.dataclass +class PydanticV1Field(Field): @classmethod - def from_pydantic_v1(cls, typ: Type, type_hints: dict[str, Type]) -> list[Self]: + def collect(cls, typ, type_hints: dict[str, Type]) -> list[Self]: fields = [] for name, f in typ.__fields__.items(): annotation = get_type(type_hints[name]) @@ -121,13 +148,13 @@ def from_pydantic_v1(cls, typ: Type, type_hints: dict[str, Type]) -> list[Self]: fields.append(field) return fields + +@dataclasses.dataclass +class PydanticV2Field(Field): @classmethod - def from_pydantic_dataclass( - cls, typ: Type, type_hints: dict[str, Type] - ) -> list[Self]: + def collect(cls, typ: type, type_hints: dict[str, Type]) -> list[Self]: fields = [] - - for name, f in typ.__pydantic_fields__.items(): + for name, f in typ.model_fields.items(): # type: ignore annotation = get_type(type_hints[name]) mapper = annotation if detect(annotation) else None @@ -140,79 +167,79 @@ def from_pydantic_dataclass( fields.append(field) return fields + +@dataclasses.dataclass +class PydanticV2DataclassField(Field): @classmethod - def from_attrs(cls, typ: Type, type_hints: dict[str, Type]) -> list[Self]: + def collect(cls, typ: type, type_hints: dict[str, Type]) -> list[Self]: fields = [] - for f in typ.__attrs_attrs__: - annotation = get_type(type_hints[f.name]) - annotation, args = get_annotation_args(annotation) + for name, f in typ.__pydantic_fields__.items(): # type: ignore + annotation = get_type(type_hints[name]) + mapper = annotation if detect(annotation) else None field = cls( - name=f.name, + name=name, type=annotation, - annotations=args, - mapper=annotation, + annotations=tuple(f.metadata), + mapper=mapper, ) fields.append(field) return fields - def get_loaders(self, loaders: tuple[Type[Loader], ...]): - for m in self.annotations: - if isinstance(m, loaders): - yield m - - def get_nested_type(self) -> Type | None: - if typing_inspect.is_union_type(self.type): - args = typing_inspect.get_args(self.type) - else: - args = [self.type] - - unsupported_args = [] - try: - supported_arg = next(arg for arg in args if detect(arg)) - except StopIteration: - supported_arg = None - - for arg in args: - if arg is not supported_arg and detect(arg): - unsupported_args.append(arg) - - if unsupported_args: - raise ValueError("Can only react to one thing a time", unsupported_args) - return supported_arg - - def map_value(self, value: str | dict[str, Any]): - if not self.mapper: - return value +def fields(cls: type): + class_type = ClassTypes.from_cls(cls) + if class_type is None: # pragma: no cover + raise ValueError( + f"'{cls.__qualname__}' is not a currently supported kind of class. " + "Must be one of: dataclass, pydantic, or attrs class." + ) - if isinstance(value, str): - return self.mapper(value) + type_hints = get_type_hints(cls, include_extras=True) + return class_type.value.collect(cls, type_hints) - return self.mapper(**value) +class ClassTypes(Enum): + attrs = AttrsField + dataclass = DataclassField + pydantic_v1 = PydanticV1Field + pydantic_v2 = PydanticV2Field + pydantic_v2_dataclass = PydanticV2DataclassField + msgspec = MsgspecField -def fields(cls: type): - class_type = ClassTypes.from_cls(cls) + @classmethod + def from_cls(cls, obj: type) -> ClassTypes | None: + if hasattr(obj, "__pydantic_fields__"): + return cls.pydantic_v2_dataclass - type_hints = get_type_hints(cls, include_extras=True) - if class_type == ClassTypes.dataclass: - return Field.from_dataclass(cls, type_hints) + if dataclasses.is_dataclass(obj): + return cls.dataclass - if class_type == ClassTypes.pydantic: - return Field.from_pydantic(cls, type_hints) + if hasattr(obj, "__struct_config__"): + assert obj.__struct_config__.__class__.__module__.startswith("msgspec") + return cls.msgspec - if class_type == ClassTypes.pydantic_v1: - return Field.from_pydantic_v1(cls, type_hints) + try: + import pydantic + from pydantic import BaseModel + except ImportError: # pragma: no cover + pass + else: + try: + is_base_model = isinstance(obj, type) and issubclass(obj, BaseModel) + except TypeError: # pragma: no cover + is_base_model = False - if class_type == ClassTypes.pydantic_dataclass: - return Field.from_pydantic_dataclass(cls, type_hints) + if is_base_model: + if pydantic.__version__.startswith("1."): + return cls.pydantic_v1 + return cls.pydantic_v2 - if class_type == ClassTypes.attrs: - return Field.from_attrs(cls, type_hints) + if hasattr(obj, "__attrs_attrs__"): + return cls.attrs - raise NotImplementedError() # pragma: no cover + return None def get_type(typ): diff --git a/tests/class_types/test_msgspec.py b/tests/class_types/test_msgspec.py new file mode 100644 index 0000000..92d477c --- /dev/null +++ b/tests/class_types/test_msgspec.py @@ -0,0 +1,60 @@ +from decimal import Decimal + +import pytest +from dataclass_settings import Env, load_settings +from msgspec import Struct +from typing_extensions import Annotated + +from tests.utils import env_setup + + +def test_missing_required(): + class Config(Struct): + foo: Annotated[str, Env("FOO")] + + with env_setup({}), pytest.raises(TypeError): + load_settings(Config) + + +def test_has_required_required(): + class Config(Struct): + foo: Annotated[str, Env("FOO")] + ignoreme: str = "asdf" + + with env_setup({"FOO": "1", "VALUE": "two"}): + config = load_settings(Config) + + assert config == Config(foo="1", ignoreme="asdf") + + +def test_nested(): + class Sub(Struct): + foo: Annotated[str, Env("FOO")] + + class Config(Struct): + sub: Sub + + with env_setup({"FOO": "3"}): + config = load_settings(Config) + + assert config == Config(sub=Sub(foo="3")) + + +def test_map_int(): + class Config(Struct): + foo: Annotated[int, Env("FOO")] + + with env_setup({"FOO": "3"}): + config = load_settings(Config) + + assert config == Config(foo=3) + + +def test_map_decimal(): + class Config(Struct): + foo: Annotated[Decimal, Env("FOO")] + + with env_setup({"FOO": "3"}): + config = load_settings(Config) + + assert config == Config(foo=Decimal("3"))