o
    io                     @   s   d dl Z d dlZd dlmZmZmZmZmZ d dlm	Z	 ej
dd Zdd Zdd	 Zd
d Zdd Zdd Zdd Zdd Zdd Zdd Zdd Zdd ZdS )    N)reduce_firstreduce_last
reduce_maxreduce_mean
reduce_sum)Raggedc                  C   sB   t jdddt jdddg} | D ]}d|d< d|d< d|d< q| S )	N)
      fdtype)   r	      r      )numpyzeros)seqsx r   R/home/ubuntu/.local/lib/python3.10/site-packages/thinc/tests/layers/test_reduce.pyXs   s   
r   c                  C   
   t  } d S N)r   modelr   r   r   test_init_reduce_first      
r   c                  C   r   r   )r   r   r   r   r   test_init_reduce_last   r   r   c                  C   r   r   )r   r   r   r   r   test_init_reduce_mean   r   r   c                  C   r   r   )r   r   r   r   r   test_init_reduce_max   r   r    c                  C   r   r   )r   r   r   r   r   test_init_reduce_sum"   r   r!   c                 C   s   t  }|jjdd | D dd}t|j| |}||dd\}}t|tjs)J |jt	| | d jd fks9J |j
| d j
ksCJ t|d t| d d ksSJ t|d t| d d kscJ ||}|jj|jjksqJ d S )	Nc                 S      g | ]}|j d  qS r   shape.0r   r   r   r   
<listcomp>(       z%test_reduce_first.<locals>.<listcomp>ir   Tis_trainr   r   )r   opsasarrayr   flatten
isinstancer   ndarrayr%   lenr   listdataXdr   r   lengthsXYbackpropdXr   r   r   test_reduce_first&         r;   c                 C   s   t  }|jjdd | D dd}t|j| |}||dd\}}t|tjs)J |jt	| | d jd fks9J |j
| d j
ksCJ t|d t| d d	 ksSJ t|d t| d d	 kscJ ||}|jj|jjksqJ d S )
Nc                 S   r"   r#   r$   r&   r   r   r   r(   6   r)   z$test_reduce_last.<locals>.<listcomp>r*   r   Tr+   r   r   r   )r   r-   r.   r   r/   r0   r   r1   r%   r2   r   r3   r4   r5   r   r   r   test_reduce_last4   r<   r=   c                 C   s   t  }|jjdd | D dd}t|j| |}||dd\}}t|tjs)J |jt	| | d jd fks9J |j
| d j
ksCJ t|d t| d d ksSJ t|d t| d d kscJ ||}|jj|jjksqJ d S )	Nc                 S   r"   r#   r$   r&   r   r   r   r(   D   r)   z#test_reduce_max.<locals>.<listcomp>r*   r   Tr+   r   r   )r   r-   r.   r   r/   r0   r   r1   r%   r2   r   r3   r4   r5   r   r   r   test_reduce_maxB   r<   r>   c                 C   s(  dd | D } t  }|jjdd | D dd}t|j| |}||dd\}}t|tjs0J |jt	| | d jd	 fks@J |j
| d j
ksJJ t|d |d d ksYJ |d d | d  ksgJ t|d	 |d	 d ksvJ |d	 d | d	  ksJ ||}|jj|jjksJ d S )
Nc                 S   s   g | ]}|d  qS )i  r   r&   r   r   r   r(   Q   s    z$test_reduce_mean.<locals>.<listcomp>c                 S   r"   r#   r$   r&   r   r   r   r(   S   r)   r*   r   Tr+   r   r   )r   r-   r.   r   r/   r0   r   r1   r%   r2   r   allmeanr4   r5   r   r   r   test_reduce_meanP   s    rA   c                 C   s2  t  }|jjdd | D dd}t|j| |}||dd\}}t|tjs)J |jt	| | d jd fks9J |j
| d j
ksCJ |d d | d d d df  ksWJ t|d |d d ksfJ |d d	 | d d d df  kszJ t|d |d d ksJ ||}|jj|jjksJ d S )
Nc                 S   r"   r#   r$   r&   r   r   r   r(   c   r)   z#test_reduce_sum.<locals>.<listcomp>r*   r   Tr+   r   r   r   )r   r-   r.   r   r/   r0   r   r1   r%   r2   r   sumr?   r4   r5   r   r   r   test_reduce_suma   s    ((rC   c              	   C   s   t ttttfD ]B}| }|jjdd | D dd}t|j| |}||dd\}}|d d }t	
t || W d    n1 sDw   Y  qd S )Nc                 S   r"   r#   r$   r&   r   r   r   r(   t   r)   z&test_size_mismatch.<locals>.<listcomp>r*   r   Tr+   r   )r   r   r   r   r   r-   r.   r   r/   pytestraises
ValueError)r   reducer   r6   r7   r8   r9   Y_badr   r   r   test_size_mismatchq   s   
rI   )r   rD   	thinc.apir   r   r   r   r   thinc.typesr   fixturer   r   r   r   r    r!   r;   r=   r>   rA   rC   rI   r   r   r   r   <module>   s"    
	