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from functools import cached_property from types import GenericAlias from typing import Final, Generic, Self, overload from typing_extensions import TypeVar import numpy as np from numpy._typing import ( _CLongDoubleCodes, _Complex64Codes, _Complex128Codes, _DTypeLike, _Float16Codes, _Float32Codes, _Float64Codes, _Int8Codes, _Int16Codes, _Int32Codes, _Int64Codes, _IntPCodes, _LongDoubleCodes, _UInt8Codes, _UInt16Codes, _UInt32Codes, _UInt64Codes, ) __all__ = ["finfo", "iinfo"] ### _IntegerT_co = TypeVar("_IntegerT_co", bound=np.integer, default=np.integer, covariant=True) _FloatingT_co = TypeVar("_FloatingT_co", bound=np.floating, default=np.floating, covariant=True) ### class iinfo(Generic[_IntegerT_co]): dtype: np.dtype[_IntegerT_co] bits: Final[int] kind: Final[str] key: Final[str] @property def min(self, /) -> int: ... @property def max(self, /) -> int: ... # @overload def __init__(self, /, int_type: _IntegerT_co | _DTypeLike[_IntegerT_co]) -> None: ... @overload def __init__(self: iinfo[np.int_], /, int_type: _IntPCodes | type[int] | int) -> None: ... @overload def __init__(self: iinfo[np.int8], /, int_type: _Int8Codes) -> None: ... @overload def __init__(self: iinfo[np.uint8], /, int_type: _UInt8Codes) -> None: ... @overload def __init__(self: iinfo[np.int16], /, int_type: _Int16Codes) -> None: ... @overload def __init__(self: iinfo[np.uint16], /, int_type: _UInt16Codes) -> None: ... @overload def __init__(self: iinfo[np.int32], /, int_type: _Int32Codes) -> None: ... @overload def __init__(self: iinfo[np.uint32], /, int_type: _UInt32Codes) -> None: ... @overload def __init__(self: iinfo[np.int64], /, int_type: _Int64Codes) -> None: ... @overload def __init__(self: iinfo[np.uint64], /, int_type: _UInt64Codes) -> None: ... @overload def __init__(self, /, int_type: str) -> None: ... # @classmethod def __class_getitem__(cls, item: object, /) -> GenericAlias: ... class finfo(Generic[_FloatingT_co]): dtype: np.dtype[_FloatingT_co] # readonly eps: _FloatingT_co # readonly _radix: _FloatingT_co # readonly smallest_normal: _FloatingT_co # readonly smallest_subnormal: _FloatingT_co # readonly max: _FloatingT_co # readonly min: _FloatingT_co # readonly _fmt: str | None # `__str__` cache _repr: str | None # `__repr__` cache bits: Final[int] maxexp: Final[int] minexp: Final[int] nmant: Final[int] precision: Final[int] @classmethod def __class_getitem__(cls, item: object, /) -> GenericAlias: ... # @overload def __new__(cls, dtype: _FloatingT_co | _DTypeLike[_FloatingT_co]) -> Self: ... @overload def __new__(cls, dtype: _Float16Codes) -> finfo[np.float16]: ... @overload def __new__(cls, dtype: _Float32Codes | _Complex64Codes | _DTypeLike[np.complex64]) -> finfo[np.float32]: ... @overload def __new__(cls, dtype: _Float64Codes | _Complex128Codes | type[complex] | complex) -> finfo[np.float64]: ... @overload def __new__(cls, dtype: _LongDoubleCodes | _CLongDoubleCodes | _DTypeLike[np.clongdouble]) -> finfo[np.longdouble]: ... @overload def __new__(cls, dtype: str) -> finfo: ... # @cached_property def epsneg(self, /) -> _FloatingT_co: ... @cached_property def resolution(self, /) -> _FloatingT_co: ... @cached_property def machep(self, /) -> int: ... @cached_property def negep(self, /) -> int: ... @cached_property def nexp(self, /) -> int: ... @cached_property def iexp(self, /) -> int: ... @cached_property def tiny(self, /) -> _FloatingT_co: ...