
    M/Ph                     <    d dl Z d dlmZ d dlmZmZ d dlmZ d ZdS )    N)parallel_func)arangetesting)sqrtc                  L   t          d          } t          j                    5  t          j        d           t	          t
          dd          \  }} |fdt          d          D                       }d d d            n# 1 swxY w Y   t          j        | |           d S )Ng      $@ignorer   )n_jobsverbosec              3   4   K   | ]} |d z            V  dS )   N ).0ip_funcs     e/var/www/html/test/jupyter/venv/lib/python3.11/site-packages/statsmodels/tools/tests/test_parallel.py	<genexpr>z test_parallel.<locals>.<genexpr>   s/      55aVVAqD\\555555    
   )	r   warningscatch_warningssimplefilterr   r   ranger   assert_equal)xparallelr
   yr   s       @r   test_parallelr      s    sA		 	"	" 6 6h'''#0b!#L#L#L &&H5555599555556 6 6 6 6 6 6 6 6 6 6 6 6 6 6 1s   ABBB)	r   statsmodels.tools.parallelr   numpyr   r   mathr   r   r   r   r   <module>r"      sc     4 4 4 4 4 4 ! ! ! ! ! ! ! !          r   