o
    i                     @   s   d dl Z d dlZd dlmZmZmZmZ ddlmZ ej	g dgddgg dgd	d
d Z
ej	dd Zej	dd Zej	dd Zej	dd 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S )$    N)NumpyOpsRaggedregistrystrings2arrays   )get_data_checker)
   r   )         r
   ))r   r
   )r   r
   r   )paramsc                 C      | j S N)param)request r   V/home/ubuntu/.local/lib/python3.10/site-packages/thinc/tests/layers/test_transforms.pyshapes	      r   c                   C   s   t  S r   )r   r   r   r   r   ops   r   r   c                 C   s   dd | D S )Nc                 S   s   g | ]	}t j|d dqS )fdtype)numpyzeros).0shaper   r   r   
<listcomp>   s    zlist_data.<locals>.<listcomp>r   )r   r   r   r   	list_data   s   r   c                 C   s>   t jdd |D dd}|st| dd|S t| ||S )Nc                 S   s   g | ]}t |qS r   )len)r   xr   r   r   r      s    zragged_data.<locals>.<listcomp>ir   r   )r   arrayr   alloc2fflatten)r   r   lengthsr   r   r   ragged_data   s   r'   c                 C   s
   |  |S r   )list2padded)r   r   r   r   r   padded_data!   s   
r)   c                 C   r   r   )data)r'   r   r   r   
array_data&   r   r+   c           	      C   sb   t dd| iid }t|}t|}||| ||dd\}}||| ||}||| d S )Nconfigz@layersT)is_train)r   resolver   
initialize)		transformin_dataout_datamodelinput_checkeroutput_checkerYbackpropdXr   r   r   check_transform+   s   
r9   c                 C      t d| | d S )Nzlist2array.v1r9   )r   r+   r   r   r   test_list2array6      r<   c                 C   r:   )Nzlist2ragged.v1r;   )r   r'   r   r   r   test_list2ragged:   r=   r>   c                 C   r:   )Nzlist2padded.v1r;   )r   r)   r   r   r   test_list2padded>   r=   r?   c                 C   r:   )Nzragged2list.v1r;   )r'   r   r   r   r   test_ragged2listB   r=   r@   c                 C   r:   )Nzpadded2list.v1r;   )r)   r   r   r   r   test_padded2listF   r=   rA   c                  C   sD   ddg} t  }|| \}}t|t| ksJ |g g ks J d S )Nhelloworld)r   begin_updater    )stringsr3   r6   r7   r   r   r   test_strings2arraysJ   s
   rF   )r   pytest	thinc.apir   r   r   r   utilr   fixturer   r   r   r'   r)   r+   r9   r<   r>   r?   r@   rA   rF   r   r   r   r   <module>   s.    





