from collections.abc import Callable from typing import Final, Literal, TypeVar, TypedDict, overload, type_check_only from numpy.random._generator import Generator from numpy.random._mt19937 import MT19937 from numpy.random._pcg64 import PCG64, PCG64DXSM from numpy.random._philox import Philox from numpy.random._sfc64 import SFC64 from numpy.random.bit_generator import BitGenerator from numpy.random.mtrand import RandomState _T = TypeVar("_T", bound=BitGenerator) @type_check_only class _BitGenerators(TypedDict): MT19937: type[MT19937] PCG64: type[PCG64] PCG64DXSM: type[PCG64DXSM] Philox: type[Philox] SFC64: type[SFC64] BitGenerators: Final[_BitGenerators] = ... @overload def __bit_generator_ctor(bit_generator: Literal["MT19937"] = "MT19937") -> MT19937: ... @overload def __bit_generator_ctor(bit_generator: Literal["PCG64"]) -> PCG64: ... @overload def __bit_generator_ctor(bit_generator: Literal["PCG64DXSM"]) -> PCG64DXSM: ... @overload def __bit_generator_ctor(bit_generator: Literal["Philox"]) -> Philox: ... @overload def __bit_generator_ctor(bit_generator: Literal["SFC64"]) -> SFC64: ... @overload def __bit_generator_ctor(bit_generator: type[_T]) -> _T: ... def __generator_ctor( bit_generator_name: str | type[BitGenerator] | BitGenerator = "MT19937", bit_generator_ctor: Callable[[str | type[BitGenerator]], BitGenerator] = ..., ) -> Generator: ... def __randomstate_ctor( bit_generator_name: str | type[BitGenerator] | BitGenerator = "MT19937", bit_generator_ctor: Callable[[str | type[BitGenerator]], BitGenerator] = ..., ) -> RandomState: ...