o
    iy                     @   s   d dl mZmZmZ d dlZd dlmZ d dlmZ d dl	m
Z
 d dlmZ d dlmZ d dlmZmZ ejd	d
 Zdd Zdd ZdS )    )CallableIterableIteratorN)Config)English)Language)Example)train)load_model_from_configregistryc                   C   s   dS )Na  
    [nlp]
    lang = "en"
    pipeline = ["sentencizer","assert_sents"]
    disabled = []
    before_creation = null
    after_creation = null
    after_pipeline_creation = null
    batch_size = 1000
    tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}

    [components]

    [components.assert_sents]
    factory = "assert_sents"

    [components.sentencizer]
    factory = "sentencizer"
    punct_chars = null

    [training]
    dev_corpus = "corpora.dev"
    train_corpus = "corpora.train"
    annotating_components = ["sentencizer"]
    max_steps = 2

    [corpora]

    [corpora.dev]
    @readers = "unannotated_corpus"

    [corpora.train]
    @readers = "unannotated_corpus"
     r   r   r   a/home/ubuntu/.local/lib/python3.10/site-packages/spacy/tests/pipeline/test_annotates_on_update.py
config_str   s   r   c                     s   t jdi d fdd} G dd d t }|d |d |d g }d	D ]}|t|||| q)|D ]
}|jd
rEJ q;t	
t || W d    n1 s[w   Y  |j|dgd d S )Nassert_sents)default_configc                    s    |S Nr   )nlpnameAssertSentsr   r   r   5   s   z.test_annotates_on_update.<locals>.assert_sentsc                   @   s.   e Zd Zdd Zdd Zdddddd	ZdS )
z-test_annotates_on_update.<locals>.AssertSentsc                 [   s
   || _ d S r   )r   )selfr   cfgr   r   r   __init__:   s   z6test_annotates_on_update.<locals>.AssertSents.__init__c                 S   s   | ds	td|S N
SENT_STARTzNo sents)has_annotation
ValueError)r   docr   r   r   __call__>   s   
z6test_annotates_on_update.<locals>.AssertSents.__call__g        N)dropsgdlossesc                S   s"   |D ]}|j dstdqi S r   )	predictedr   r   )r   examplesr   r    r!   exampler   r   r   updateC   s
   z4test_annotates_on_update.<locals>.AssertSents.update)__name__
__module____qualname__r   r   r%   r   r   r   r   r   9   s    r   sentencizerzThis is a sentence.za azb bzc cr   )	annotates)r   factoryr   add_pipeappendr   make_docr"   r   pytestraisesr   r%   )r   r   r#   textr$   r   r   r   test_annotates_on_update3   s    

r3   c                    s   t ddttgtt f f fdd}G dd d t | }t|ddd}|j	d	 d
 dgks5J t
| g |j	d	 d
< tt t
| W d    d S 1 sUw   Y  d S )Nunannotated_corpusreturnc                      s     S r   r   r   UnannotatedCorpusr   r   create_unannotated_corpus`   s   zItest_annotating_components_from_config.<locals>.create_unannotated_corpusc                   @   s"   e Zd Zdedee fddZdS )zAtest_annotating_components_from_config.<locals>.UnannotatedCorpusr   r5   c                 s   s&    dD ]}| |}t||V  qd S )Nr*   )r/   r   )r   r   r2   r   r   r   r   r   e   s
   
zJtest_annotating_components_from_config.<locals>.UnannotatedCorpus.__call__N)r&   r'   r(   r   r   r   r   r   r   r   r   r7   d   s    r7   T)	auto_fillvalidatetrainingannotating_componentsr)   )r   readersr   r   r   r   r   from_strr
   configr	   r0   r1   r   )r   r8   orig_configr   r   r6   r   &test_annotating_components_from_config_   s   "
"rA   )typingr   r   r   r0   	thinc.apir   spacy.lang.enr   spacy.languager   spacy.trainingr   spacy.training.loopr	   
spacy.utilr
   r   fixturer   r3   rA   r   r   r   r   <module>   s    
%,