
    G/Ph
                         d dl mZ d dlmZ d dlmZ d dlmZmZ d dl	m
Z
 d dlmZ d dlmZ eeeee
dZdd
eee         z  fdZd	efdZd	efdZdS )   )BitGenerator)RandomState)Philox)PCG64	PCG64DXSM)SFC64)	Generator)MT19937)r
   r   r   r   r   r
   bit_generatorc                     t          | t                    r| }n6| t          v rt          |          }nt          t	          |           dz              |            S )a(  
    Pickling helper function that returns a bit generator object

    Parameters
    ----------
    bit_generator : type[BitGenerator] or str
        BitGenerator class or string containing the name of the BitGenerator

    Returns
    -------
    BitGenerator
        BitGenerator instance
    z$ is not a known BitGenerator module.)
isinstancetypeBitGenerators
ValueErrorstr)r   bit_gen_classs     T/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/numpy/random/_pickle.py__bit_generator_ctorr      se     -&& 
%	-	'	'%m4!GG
 
 	
 =??    c                 z    t          | t                    rt          |           S t           ||                     S )a  
    Pickling helper function that returns a Generator object

    Parameters
    ----------
    bit_generator_name : str or BitGenerator
        String containing the core BitGenerator's name or a
        BitGenerator instance
    bit_generator_ctor : callable, optional
        Callable function that takes bit_generator_name as its only argument
        and returns an instantized bit generator.

    Returns
    -------
    rg : Generator
        Generator using the named core BitGenerator
    )r   r   r	   bit_generator_namebit_generator_ctors     r   __generator_ctorr   ,   sA    & $l33 -+,,,''(:;;<<<r   c                 z    t          | t                    rt          |           S t           ||                     S )a  
    Pickling helper function that returns a legacy RandomState-like object

    Parameters
    ----------
    bit_generator_name : str
        String containing the core BitGenerator's name
    bit_generator_ctor : callable, optional
        Callable function that takes bit_generator_name as its only argument
        and returns an instantized bit generator.

    Returns
    -------
    rs : RandomState
        Legacy RandomState using the named core BitGenerator
    )r   r   r   r   s     r   __randomstate_ctorr   E   sA    $ $l33 /-...))*<==>>>r   N)r   r   mtrandr   _philoxr   _pcg64r   r   _sfc64r   
_generatorr	   _mt19937r
   r   r   r   r   r   r    r   r   <module>r$      s   ' ' ' ' ' '             $ $ $ $ $ $ $ $       ! ! ! ! ! !      #'!	  d<.@(@    4 )2(<= = = =2 +4*>? ? ? ? ? ?r   