o
    i                     @   s   d dl Z d dlZd dlZd dlmZ d dlZd dlZd dlmZm	Z	m
Z
mZ d dlmZmZmZ e jdd Ze	f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)Path)
ArgsKwargsLinearPaddedRagged)has_cupyis_cupy_arrayis_numpy_arrayc                  c   s&    t t } | V  tt|  d S N)r   tempfilemkdtempshutilrmtreestr)d r   D/home/ubuntu/.local/lib/python3.10/site-packages/thinc/tests/util.pymake_tempdir   s   r   c                 C   sB   | \}}}|j \}}|||}|d| |d| |  |S )NWb)shape	set_param
initialize)	W_b_inputclsr   r   input_nr_outnr_inmodelr   r   r   	get_model   s   


r   c                 C   s&   | \}}}|j d |j d |j d fS )Nr      )r   )r   r   r   r   r   r   r   	get_shape   s   
r!   c                 C   sb   t | trtS t | trtS t | trtS t | tr"t| dkr"t	S t | tr/t| dkr/t
S tS )N      )
isinstancer   assert_raggeds_matchr   assert_paddeds_matchlistassert_lists_matchtuplelenassert_padded_data_matchassert_ragged_data_matchassert_arrays_match)inputsr   r   r   get_data_checker#   s   


r/   c                 C   s,   | j |j ksJ | jd |jd ksJ dS )Nr   T)dtyper   XYr   r   r   r-   2   s   r-   c                 C   sR   t | tsJ t |tsJ t| t|ksJ t| |D ]	\}}t|| qdS NT)r$   r'   r*   zipr-   )r2   r3   xyr   r   r   r(   9   s   r(   c                 C   s<   t | tsJ t |tsJ t| j|j t| j|j dS r4   )r$   r   r-   lengthsdatar1   r   r   r   r%   B   s
   r%   c                 C   s   t | tsJ t |tsJ t| j|j t| j|jsJ t| j|js'J | jj|jjks1J | jjd |jjd ks?J | jjd |jjd ksMJ dS )Nr    r   T)	r$   r   r-   	size_at_tr8   indicesr9   r0   r   r1   r   r   r   r&   J   s   r&   c                 C      t t|  t| S r
   )r&   r   r1   r   r   r   r+   V      r+   c                 C   r<   r
   )r%   r   r1   r   r   r   r,   Z   r=   r,   c                    s  t | tsJ t| j|ksJ t| j |ksJ tfdd| jD s)J tfdd| j D s9J || }dd  t |tsJt	|nt
}t ||sW |sWJ t |trwt| |ksfJ t fdd| D suJ d S t |tt
frt |t
sJ t fdd|D sJ d S t |trt|j|ksJ t|j |ksJ t fdd|jD sJ t fd	d|j D sJ d S t |tjstd
|  d S d S )Nc                 3       | ]}t | V  qd S r
   r$   .0argtype_r   r   	<genexpr>b       z)check_input_converters.<locals>.<genexpr>c                 3   r>   r
   r?   r@   rC   r   r   rE   c   rF   c                 S   s   t | pt| S r
   )r   r	   )arrr   r   r   is_supported_backend_arrayf   s   z:check_input_converters.<locals>.is_supported_backend_arrayc                 3       | ]} |V  qd S r
   r   rA   rG   rH   r   r   rE   n       c                 3   rI   r
   r   rJ   rK   r   r   rE   q   rL   c                 3   rI   r
   r   r@   rK   r   r   rE   v   rL   c                 3   rI   r
   r   r@   rK   r   r   rE   w   rL   zBad data type: )r$   r   r*   argsr'   kwargskeysallvaluestyper)   dictnumpyndarraypytestfail)r3   backpropr9   n_argskwargs_keysrD   dX
input_typer   )rH   rD   r   check_input_converters^   s.    
"
$r]   )
contextlibr   r   pathlibr   rT   rV   	thinc.apir   r   r   r   
thinc.utilr   r   r	   contextmanagerr   r   r!   r/   r-   r(   r%   r&   r+   r,   r]   r   r   r   r   <module>   s(    

	