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