3
d              
   @   s   d dl Z d dlmZ d dlmZ d dlmZ dZe jed Z	dddd	d	d
ddgdddddddgdfdddddddgddddddgdfgZ
e jjddddddde	dgdd ZdS )    N)English)Example)Configz
[model]
@architectures = "spacy-legacy.HashEmbedCNN.v1"
pretrained_vectors = null
width = 96
depth = 4
embed_size = 2000
window_size = 1
maxout_pieces = 3
subword_features = true
modelz&They trade mortgage-backed securities.         ZnsubjROOTZcompoundpunctZnmodZdobj)ZheadsdepszI like London and Berlin.   ccZconjparser_configz%spacy-legacy.TransitionBasedParser.v1parserFB   T)z@architecturesZ
state_typeZextra_state_tokensZhidden_widthZmaxout_piecesZ	use_upperZtok2vecc       
         s   d| i}t  }|jd|d}g  xPtD ]H\}} jtj|j|| x&|jdg D ]}|d k	rT|j| qTW q&W |j	 fddd}x$t
dD ]}i }	|j ||	d	 qW |	d d
k std S )Nr   r   )configr   c                  s    S )N r   )train_examplesr   W/var/www/html/virt/lib/python3.6/site-packages/spacy_legacy/tests/parser/test_parser.py<lambda>=   s    ztest_parser.<locals>.<lambda>)Zget_examples   )Zsgdlossesg-C6?)r   Zadd_pipe
TRAIN_DATAappendr   	from_dictZmake_docgetZ	add_labelZ
initializerangeupdateAssertionError)
r   Zpipe_configZnlpr   textannotationsdepZ	optimizerir   r   )r   r   test_parser%   s    r#   )ZpytestZspacy.lang.enr   Zspacy.trainingr   Z	thinc.apir   Zdefault_tok2vec_configZfrom_strZDEFAULT_TOK2VEC_MODELr   markZparametrizer#   r   r   r   r   <module>   s(   