
    gz                         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mZ  ed          \  ZZZd Zd	 Zd
S )    )product)S)symbols)explog)srepr)	logaddexp
logaddexp2zx y zc                  v   t          t          t                    } t          t	          t                    t	          t                    z             }t          t          t          t          gt          d                    D ]b\  }}|                     ||          |                    ||          z
  	                    t                    
                                dk    sJ cdt	          d          z  dz  }dt	          d          z  dz  }t          |          }t          |          }t          ||          }|	                    t                    dk    sJ |
                                dk    sJ t          dd          }	t          |	          t          |	
                                          k    sJ d S )N   r         )r	   xyr   r   r   zrangediffrewritesimplifyr   )
lae_xyref_xywrtderiv_orderone_third_etwo_thirds_e	logThirdElogTwoThirdsElae_sum_to_ewass
             `/var/www/html/ai-engine/env/lib/python3.11/site-packages/sympy/codegen/tests/test_numpy_nodes.pytest_logaddexpr!   
   sr   q!__FQ#a&&!!F#Q1IuQxx88 ' '[KK[))KK[))*
'#,,xxzzQ' ' ' ' '
 CFF(1*KSVV8A:LK  I%%MY66L$$))))  ""a''''
Aq//C::s||~~........    c                  R   t          t          t                    } t          dt          z  dt          z  z             t          d          z  }t	          t          t          t
          gt          d                    D ]b\  }}|                     ||          |                    ||          z
                      t                    	                                dk    sJ cd }t          j        dz  dz  }d|z  } ||          } ||          }t          ||          }	|	                    t                    dk    sJ |	                                dk    sJ t          t          t                    }
t          |
          t          |
                                          k    sJ d S )Nr   r   r   c                 @    t          |           t          d          z  S )Nr   )r   )r   s    r    lbztest_logaddexp2.<locals>.lb'   s    1vvc!ff}r"   r   )r
   r   r   r   r   r   r   r   r   cancelr   Oner   r   )lae2_xyref2_xyr   r   r%   
two_thirdsfour_thirdslbTwoThirdslbFourThirdslae2_sum_to_2r   s              r    test_logaddexp2r/      s~   AG!Q$A+s1vv%G#Q1IuQxx88 % %[LLk**LLk**+
'#,,vvxx1% % % % %
   qJJ,K"Z..K2k??L{L99M  %%****!!##q((((
Q

C::s||~~........r"   N)	itertoolsr   sympy.core.singletonr   sympy.core.symbolr   &sympy.functions.elementary.exponentialr   r   sympy.printing.reprr   sympy.codegen.numpy_nodesr	   r
   r   r   r   r!   r/    r"   r    <module>r7      s          " " " " " " % % % % % % = = = = = = = = % % % % % % ; ; ; ; ; ; ; ;
''

1a/ / /(/ / / / /r"   