
    ho                         S SK r S SKrS SKJrJrJrJrJr  S SKJ	r	  \R                  S 5       rS rS rS rS rS	 rS
 rS rS rS rS rS rg)    N)reduce_firstreduce_last
reduce_maxreduce_mean
reduce_sum)Raggedc                      [         R                  " SSS9[         R                  " SSS9/n U  H  nSUS'   SUS'   SUS'   M     U $ )	N)
      fdtype)   r      r      )numpyzeros)seqsxs     X/home/james-whalen/.local/lib/python3.13/site-packages/thinc/tests/layers/test_reduce.pyXsr      sN    KKs+U[[s-KLD!!"  K    c                      [        5       n g N)r   models    r   test_init_reduce_firstr      s	    NEr   c                      [        5       n g r   )r   r   s    r   test_init_reduce_lastr       	    MEr   c                      [        5       n g r   )r   r   s    r   test_init_reduce_meanr#      r!   r   c                      [        5       n g r   )r   r   s    r   test_init_reduce_maxr%      	    LEr   c                      [        5       n g r   )r   r   s    r   test_init_reduce_sumr(   "   r&   r   c                    [        5       nUR                  R                  U  Vs/ s H  o"R                  S   PM     snSS9n[	        UR                  R                  U 5      U5      nU" USS9u  pV[        U[        R                  5      (       d   eUR                  [        U 5      U S   R                  S   4:X  d   eUR                  U S   R                  :X  d   e[        US   5      [        U S   S   5      :X  d   e[        US   5      [        U S   S   5      :X  d   eU" U5      nUR                  R                  UR                  R                  :X  d   eg s  snf Nr   ir   Tis_trainr   )r   opsasarrayshaper   flatten
isinstancer   ndarraylenr   listdataXdr   r   r   lengthsXYbackpropdXs           r   test_reduce_firstr=   &   s(   NEiiR 8RR 8DGuyy  $g.AD)KAa''''77s2w1A////77bekk!!!!:beAh'''!:beAh'''	!B99??ahhnn,,, !9   Ec                    [        5       nUR                  R                  U  Vs/ s H  o"R                  S   PM     snSS9n[	        UR                  R                  U 5      U5      nU" USS9u  pV[        U[        R                  5      (       d   eUR                  [        U 5      U S   R                  S   4:X  d   eUR                  U S   R                  :X  d   e[        US   5      [        U S   S   5      :X  d   e[        US   5      [        U S   S   5      :X  d   eU" U5      nUR                  R                  UR                  R                  :X  d   eg s  snf Nr   r+   r   Tr,   r   r   )r   r.   r/   r0   r   r1   r2   r   r3   r4   r   r5   r6   r7   s           r   test_reduce_lastrA   4   s(   MEiiR 8RR 8DGuyy  $g.AD)KAa''''77s2w1A////77bekk!!!!:beBi(((!:beBi(((	!B99??ahhnn,,, !9r>   c                    [        5       nUR                  R                  U  Vs/ s H  o"R                  S   PM     snSS9n[	        UR                  R                  U 5      U5      nU" USS9u  pV[        U[        R                  5      (       d   eUR                  [        U 5      U S   R                  S   4:X  d   eUR                  U S   R                  :X  d   e[        US   5      [        U S   S   5      :X  d   e[        US   5      [        U S   S   5      :X  d   eU" U5      nUR                  R                  UR                  R                  :X  d   eg s  snf r*   )r   r.   r/   r0   r   r1   r2   r   r3   r4   r   r5   r6   r7   s           r   test_reduce_maxrC   B   s(   LEiiR 8RR 8DGuyy  $g.AD)KAa''''77s2w1A////77bekk!!!!:beAh'''!:beAh'''	!B99??ahhnn,,, !9r>   c                    U  Vs/ s H  oS-  PM	     n n[        5       nUR                  R                  U  Vs/ s H  oR                  S   PM     snSS9n[	        UR                  R                  U 5      U5      nU" USS9u  pV[        U[        R                  5      (       d   eUR                  [        U 5      U S   R                  S   4:X  d   eUR                  U S   R                  :X  d   e[        R                  " US   US   S   :H  5      (       d   eUS   S   U S   R                  5       :X  d   e[        R                  " US   US   S   :H  5      (       d   eUS   S   U S   R                  5       :X  d   eU" U5      nUR                  R                  UR                  R                  :X  d   eg s  snf s  snf )Ni  r   r+   r   Tr,   r   )r   r.   r/   r0   r   r1   r2   r   r3   r4   r   allmeanr6   )r   r   r   r8   r9   r:   r;   r<   s           r   test_reduce_meanrG   P   s   	Bqd(BB	MEiiR 8RR 8DGuyy  $g.AD)KAa''''77s2w1A////77bekk!!!99QqTQqT!W_%%%%Q47bejjl"""99QqTQqT!W_%%%%Q47bejjl"""	!B99??ahhnn,,, 
  8s
   F:F?c                 r   [        5       nUR                  R                  U  Vs/ s H  o"R                  S   PM     snSS9n[	        UR                  R                  U 5      U5      nU" USS9u  pV[        U[        R                  5      (       d   eUR                  [        U 5      U S   R                  S   4:X  d   eUR                  U S   R                  :X  d   eUS   S   U S   S S 2S4   R                  5       :X  d   e[        R                  " US   US   S   :H  5      (       d   eUS   S   U S   S S 2S4   R                  5       :X  d   e[        R                  " US   US   S   :H  5      (       d   eU" U5      nUR                  R                  UR                  R                  :X  d   eg s  snf r@   )r   r.   r/   r0   r   r1   r2   r   r3   r4   r   sumrE   r6   r7   s           r   test_reduce_sumrJ   a   s   LEiiR 8RR 8DGuyy  $g.AD)KAa''''77s2w1A////77bekk!!!Q47beAqDkoo''''99QqTQqT!W_%%%%Q48r!uQT{((((99QqTQqT!W_%%%%	!B99??ahhnn,,, !9s   F4c                    [         [        [        [        [        4 H  nU" 5       nUR
                  R                  U  Vs/ s H  o3R                  S   PM     snSS9n[        UR
                  R                  U 5      U5      nU" USS9u  pgUS S n[        R                  " [        5         U" U5        S S S 5        M     g s  snf ! , (       d  f       M  = f)Nr   r+   r   Tr,   r   )r   r   r   r   r   r.   r/   r0   r   r1   pytestraises
ValueError)	r   reducer   r   r8   r9   r:   r;   Y_bads	            r   test_size_mismatchrQ   q   s    j+zR))##$<AWWQZ$<C#H599$$R('2A-#2]]:&UO '& S$<
 '&s   C 
*	C
C	)r   rL   	thinc.apir   r   r   r   r   thinc.typesr   fixturer   r   r    r#   r%   r(   r=   rA   rC   rG   rJ   rQ    r   r   <module>rV      sc      T T   ----"- 	r   