U
    ‰d  ã                   @   s„   d dl mZmZmZmZmZ d dlmZ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 d dlZG d	d
„ d
eƒZdS )é    )ÚStructÚFetchRecordÚ	NewRecordÚ
FeedRecordÚInitEmptyRecord)ÚcoreÚ	workspace)ÚLocalSession)ÚDataset)Úpipe)Ú	TaskGroup)ÚTestCaseNc                   @   s   e Zd Zdd„ ZdS )ÚTestLocalSessionc              	   C   sV  t  d¡}tdt dddg¡fdt ddd	g¡fƒ}tdt dd
dg¡fdt dddg¡fƒ}t  d¡ t||ƒ}t|| ¡ ƒ}W 5 Q R X dd„ }dd„ }t	|ƒ}t	|ƒ}	t
ƒ 0}
t| ¡ |d}t||d}t||	 ¡ ƒ W 5 Q R X tj ¡ }t|||ƒ t|ƒ}| |¡ | |
¡ t||d}t| ¡ | ¡ ƒD ]\}}tj ||¡ q8d S )NÚinitÚuidé   é   é   Úvaluegffffffö?gš™™™™™ù?g333333û?é   é   g        c              	   S   sf   t  d¡}t  d¡ t|| ƒ}W 5 Q R X | |  ¡ |  ¡ g| ¡ g¡ |jj|  ¡ dd |g|fS )NÚproc1T©ZblobZunsafe)r   ÚNetÚ	NameScoper   ZAddr   r   Úset©ZrecÚnetÚout© r   ú>/tmp/pip-unpacked-wheel-ua33x9lu/caffe2/python/session_test.pyr      s    
z2TestLocalSession.test_local_session.<locals>.proc1c              	   S   sf   t  d¡}t  d¡ t|| ƒ}W 5 Q R X |jj|  ¡ dd | |  ¡ |  ¡ g| ¡ g¡ |g|fS )NÚproc2Tr   )r   r   r   r   r   r   ZSubr   r   r   r   r    r!   '   s    
z2TestLocalSession.test_local_session.<locals>.proc2)Ú	processor)Úws)r   r   r   ÚnpÚarrayr   r   r   Zclone_schemar
   r   r   ÚreaderÚwriterr   ÚCZ	Workspacer   r	   Úrunr   ÚzipZfield_blobsZtestingZassert_array_equal)ÚselfZinit_netZ
src_valuesZexpected_dstZ	src_blobsZ	dst_blobsr   r!   Zsrc_dsZdst_dsÚtgZout1Zout2r#   ÚsessionÚoutputÚaÚbr   r   r    Útest_local_session   s8    
þþ



z#TestLocalSession.test_local_sessionN)Ú__name__Ú
__module__Ú__qualname__r1   r   r   r   r    r      s   r   )Zcaffe2.python.schemar   r   r   r   r   Zcaffe2.pythonr   r   Zcaffe2.python.sessionr	   Zcaffe2.python.datasetr
   Zcaffe2.python.pipeliner   Zcaffe2.python.taskr   Zcaffe2.python.test_utilr   Znumpyr$   r   r   r   r   r    Ú<module>   s   