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# ruff: noqa: ANN401 # pyright: reportSelfClsParameterName=false from _typeshed import Incomplete, StrOrBytesPath from collections.abc import Iterable, Sequence from typing import ( Any, ClassVar, Literal, Protocol, SupportsIndex, TypeAlias, overload, type_check_only, ) from typing_extensions import Buffer, TypeVar import numpy as np from numpy import _ByteOrder, _OrderKACF from numpy._typing import ( ArrayLike, DTypeLike, NDArray, _AnyShape, _ArrayLikeVoid_co, _NestedSequence, _Shape, _ShapeLike, ) __all__ = [ "array", "find_duplicate", "format_parser", "fromarrays", "fromfile", "fromrecords", "fromstring", "recarray", "record", ] _T = TypeVar("_T") _ScalarT = TypeVar("_ScalarT", bound=np.generic) _DTypeT_co = TypeVar("_DTypeT_co", bound=np.dtype, default=np.dtype, covariant=True) _ShapeT_co = TypeVar("_ShapeT_co", bound=_Shape, default=_AnyShape, covariant=True) _RecArray: TypeAlias = recarray[_AnyShape, np.dtype[_ScalarT]] @type_check_only class _SupportsReadInto(Protocol): def seek(self, offset: int, whence: int, /) -> object: ... def tell(self, /) -> int: ... def readinto(self, buffer: memoryview, /) -> int: ... ### # exported in `numpy.rec` class record(np.void): # type: ignore[misc] __name__: ClassVar[Literal["record"]] = "record" __module__: Literal["numpy"] = "numpy" def pprint(self) -> str: ... def __getattribute__(self, attr: str, /) -> Any: ... def __setattr__(self, attr: str, val: ArrayLike, /) -> None: ... @overload def __getitem__(self, key: str | SupportsIndex, /) -> Incomplete: ... @overload def __getitem__(self, key: list[str], /) -> record: ... # exported in `numpy.rec` class recarray(np.ndarray[_ShapeT_co, _DTypeT_co]): __name__: ClassVar[Literal["recarray"]] = "recarray" __module__: Literal["numpy.rec"] = "numpy.rec" @overload def __new__( subtype, shape: _ShapeLike, dtype: None = None, buf: Buffer | None = None, offset: SupportsIndex = 0, strides: _ShapeLike | None = None, *, formats: DTypeLike | None, names: str | Sequence[str] | None = None, titles: str | Sequence[str] | None = None, byteorder: _ByteOrder | None = None, aligned: bool = False, order: _OrderKACF = "C", ) -> _RecArray[record]: ... @overload def __new__( subtype, shape: _ShapeLike, dtype: DTypeLike | None, buf: Buffer | None = None, offset: SupportsIndex = 0, strides: _ShapeLike | None = None, formats: None = None, names: None = None, titles: None = None, byteorder: None = None, aligned: Literal[False] = False, order: _OrderKACF = "C", ) -> _RecArray[Incomplete]: ... def __getattribute__(self, attr: str, /) -> Any: ... def __setattr__(self, attr: str, val: ArrayLike, /) -> None: ... def __array_finalize__(self, /, obj: object) -> None: ... # @overload def field(self, /, attr: int | str, val: ArrayLike) -> None: ... @overload def field(self, /, attr: int | str, val: None = None) -> Incomplete: ... # exported in `numpy.rec` class format_parser: dtype: np.dtype[np.void] def __init__( self, /, formats: DTypeLike | None, names: str | Sequence[str] | None, titles: str | Sequence[str] | None, aligned: bool = False, byteorder: _ByteOrder | None = None, ) -> None: ... # exported in `numpy.rec` @overload def fromarrays( arrayList: Iterable[ArrayLike], dtype: DTypeLike | None = None, shape: _ShapeLike | None = None, formats: None = None, names: None = None, titles: None = None, aligned: bool = False, byteorder: None = None, ) -> _RecArray[Any]: ... @overload def fromarrays( arrayList: Iterable[ArrayLike], dtype: None = None, shape: _ShapeLike | None = None, *, formats: DTypeLike | None, names: str | Sequence[str] | None = None, titles: str | Sequence[str] | None = None, aligned: bool = False, byteorder: _ByteOrder | None = None, ) -> _RecArray[record]: ... @overload def fromrecords( recList: _ArrayLikeVoid_co | tuple[object, ...] | _NestedSequence[tuple[object, ...]], dtype: DTypeLike | None = None, shape: _ShapeLike | None = None, formats: None = None, names: None = None, titles: None = None, aligned: bool = False, byteorder: None = None, ) -> _RecArray[record]: ... @overload def fromrecords( recList: _ArrayLikeVoid_co | tuple[object, ...] | _NestedSequence[tuple[object, ...]], dtype: None = None, shape: _ShapeLike | None = None, *, formats: DTypeLike | None, names: str | Sequence[str] | None = None, titles: str | Sequence[str] | None = None, aligned: bool = False, byteorder: _ByteOrder | None = None, ) -> _RecArray[record]: ... # exported in `numpy.rec` @overload def fromstring( datastring: Buffer, dtype: DTypeLike | None, shape: _ShapeLike | None = None, offset: int = 0, formats: None = None, names: None = None, titles: None = None, aligned: bool = False, byteorder: None = None, ) -> _RecArray[record]: ... @overload def fromstring( datastring: Buffer, dtype: None = None, shape: _ShapeLike | None = None, offset: int = 0, *, formats: DTypeLike | None, names: str | Sequence[str] | None = None, titles: str | Sequence[str] | None = None, aligned: bool = False, byteorder: _ByteOrder | None = None, ) -> _RecArray[record]: ... # exported in `numpy.rec` @overload def fromfile( fd: StrOrBytesPath | _SupportsReadInto, dtype: DTypeLike | None, shape: _ShapeLike | None = None, offset: int = 0, formats: None = None, names: None = None, titles: None = None, aligned: bool = False, byteorder: None = None, ) -> _RecArray[Any]: ... @overload def fromfile( fd: StrOrBytesPath | _SupportsReadInto, dtype: None = None, shape: _ShapeLike | None = None, offset: int = 0, *, formats: DTypeLike | None, names: str | Sequence[str] | None = None, titles: str | Sequence[str] | None = None, aligned: bool = False, byteorder: _ByteOrder | None = None, ) -> _RecArray[record]: ... # exported in `numpy.rec` @overload def array( obj: _ScalarT | NDArray[_ScalarT], dtype: None = None, shape: _ShapeLike | None = None, offset: int = 0, strides: tuple[int, ...] | None = None, formats: None = None, names: None = None, titles: None = None, aligned: bool = False, byteorder: None = None, copy: bool = True, ) -> _RecArray[_ScalarT]: ... @overload def array( obj: ArrayLike, dtype: DTypeLike | None, shape: _ShapeLike | None = None, offset: int = 0, strides: tuple[int, ...] | None = None, formats: None = None, names: None = None, titles: None = None, aligned: bool = False, byteorder: None = None, copy: bool = True, ) -> _RecArray[Any]: ... @overload def array( obj: ArrayLike, dtype: None = None, shape: _ShapeLike | None = None, offset: int = 0, strides: tuple[int, ...] | None = None, *, formats: DTypeLike | None, names: str | Sequence[str] | None = None, titles: str | Sequence[str] | None = None, aligned: bool = False, byteorder: _ByteOrder | None = None, copy: bool = True, ) -> _RecArray[record]: ... @overload def array( obj: None, dtype: DTypeLike | None, shape: _ShapeLike, offset: int = 0, strides: tuple[int, ...] | None = None, formats: None = None, names: None = None, titles: None = None, aligned: bool = False, byteorder: None = None, copy: bool = True, ) -> _RecArray[Any]: ... @overload def array( obj: None, dtype: None = None, *, shape: _ShapeLike, offset: int = 0, strides: tuple[int, ...] | None = None, formats: DTypeLike | None, names: str | Sequence[str] | None = None, titles: str | Sequence[str] | None = None, aligned: bool = False, byteorder: _ByteOrder | None = None, copy: bool = True, ) -> _RecArray[record]: ... @overload def array( obj: _SupportsReadInto, dtype: DTypeLike | None, shape: _ShapeLike | None = None, offset: int = 0, strides: tuple[int, ...] | None = None, formats: None = None, names: None = None, titles: None = None, aligned: bool = False, byteorder: None = None, copy: bool = True, ) -> _RecArray[Any]: ... @overload def array( obj: _SupportsReadInto, dtype: None = None, shape: _ShapeLike | None = None, offset: int = 0, strides: tuple[int, ...] | None = None, *, formats: DTypeLike | None, names: str | Sequence[str] | None = None, titles: str | Sequence[str] | None = None, aligned: bool = False, byteorder: _ByteOrder | None = None, copy: bool = True, ) -> _RecArray[record]: ... # exported in `numpy.rec` def find_duplicate(list: Iterable[_T]) -> list[_T]: ...