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    f»{jÅ  ã                   @   s    d dl Zd dlmZ d dlmZ d dlZd dlmZm	Z	m
Z
 d dlmZ d dlmZ ej dd¡ej d	d
ddg¡ej dd
ddg¡dd„ ƒƒƒZddd„ZdS )é    N)Úassert_allclose©Úinterp1d)Úcreate_infoÚfind_eventsÚEpochs)ÚRawArray)Úrealign_rawÚratio_other)ç      ð?g+‡ÙÎ÷ï?gj¼t“ð?zstart_raw, start_other)r   r   )r   é   )r   r   zstop_raw, stop_otherc           $   	      s†  d}d}|| }|| }t  tt|d | ƒƒ¡}t  t  t||ƒd t||ƒd ¡| ¡ t¡}d||< t|ƒ}	t  t|ƒ¡| ‰t  	|t  
ttd| ƒƒ¡¡dtˆƒ… }
t  	|t  ttd| ƒƒ¡¡dtˆƒ… }|}| | }t  ||d| ¡‰t  ||d| ¡‰ ˆd	 ˆd	 k�st‚ˆd
 ˆd
 k�s4t‚ˆ d	 ˆd	 k�sJt‚ˆ d
 ˆd
 k�s`t‚t  ‡‡fdd„|df|
dffD ƒ¡}t  ‡ ‡fdd„|df|
dffD ƒ¡}tddg|ddgƒ}tddg|ddgƒ}t||dd�}t||dd�}t|||	ƒ\}}}}||k�r†|d	 |d	  }}tt|ƒt|ƒƒ}t  |d|… |d|… ¡d }||k�r`dnd\}}||  k�r€|k�s†n t‚|dd…d	f |j |jd  }|dd…d	f |j |jd  }|d t|ƒ  k�ræ|k �sìn t‚| ¡ | ¡  }} t||||ƒ t|||	|d�\}!}}}t|j|!jƒ t|j|jƒ t  | d	g¡d	 | d	g¡d	 ¡d }d|  k �r€dk�s†n t‚||k�o ||k�o | dk}"|"�s¬dS tjtd d!��$ t||ˆdd"… ˆ dd"… ƒ W 5 Q R X tjtd#d!�� t|| ˆdd"… ˆ ƒ W 5 Q R X t j  d	¡ !tˆ ƒ¡}#tjtd$d!�� t|| |#ˆ ƒ W 5 Q R X tjtd%d!�� t|| ˆ|#d&  ˆ ƒ W 5 Q R X dS )'zTest realigning raw.g      Y@é2   é   é   r   g{®Gáz”?Nçš™™™™™É?r   éÿÿÿÿc                    s    g | ]\}}t ˆ||ƒˆ ƒ‘qS © r   ©Ú.0ÚdÚkind)Ú	raw_timesÚtimesr   úc/var/www/html/bwave/python/venv/lib/python3.8/site-packages/mne/preprocessing/tests/test_realign.pyÚ
<listcomp>.   s   ÿz test_realign.<locals>.<listcomp>ZlinearZnearestc                    s    g | ]\}}t ˆ||ƒˆ ƒ‘qS r   r   r   )Úother_timesr   r   r   r   1   s   ÿÚraw_dataZraw_stimZeegÚstimZ
other_dataZ
other_stiméo   )Ú
first_sampéÞ   ©r   r   )gwJëÿï?r   )gš™™™™™é?çÍÌÌÌÌÌì?Úsfreqé
   )Ú
events_rawg®Gáz®ï?z^Fewer.*may be unreliable.*)Úmatché   z
same shapezcannot resample safelyz.*computed as R=.*unreliableiè  )"ÚnpZzerosÚintÚroundZarangeÚmaxÚminZastypeÚlenZconvolveZonesZhanningÚAssertionErrorÚarrayr   r   Ú_assert_similarityÚcorrcoefr   ÚinfoÚcopyr	   r   Údatar   Úget_dataÚpytestZwarnsÚRuntimeWarningZraisesÚ
ValueErrorÚrandomZRandomStateZrandn)$r
   Z	start_rawZstart_otherZstop_rawZ
stop_otherr#   ÚdurationÚsignalZorig_eventsÚn_eventsr   Z	sfreq_rawZsfreq_otherZdata_rawZ
data_otherZinfo_rawZ
info_otherÚrawÚotherÚ
evoked_rawr%   Ú_Úevents_otherÚaÚbÚnÚcorrZmin_Zmax_Zt_rawZt_otherZraw_origZ
other_origZevoked_raw_2Ztest_degenerateZ
rand_timesr   )r   r   r   r   Útest_realign   sÊ    ÿÿÿþ* ÿÿÿÿÿÿ  ÿ  ÿ  ÿ
   &   ÿ(
ÿþ(   
 ÿrF   c           	      C   sô   |d krt | ƒ}t |ƒ}t|ƒ|ks(t‚t|ƒ|ks8t‚td ddd�}t| |f|Ž ¡ }t||f|Ž ¡ }|j|j  kr†t|ƒksŒn t‚t|jƒt|jƒ  kr¬dks²n t‚t 	|jd |jd ¡d }d|  krâdksèn t‚||||fS )Nr   r   )ZbaselineZtminZtmaxr   r!   r"   r   )
r   r-   r.   Údictr   ZaverageZnaver4   r(   r1   )	r=   r>   r<   r%   rA   Úkwargsr?   Zevoked_otherrE   r   r   r   r0   g   s    "&r0   )N)Únumpyr(   Znumpy.testingr   Zscipy.interpolater   r6   Zmner   r   r   Zmne.ior   Zmne.preprocessingr	   ÚmarkZparametrizerF   r0   r   r   r   r   Ú<module>   s   U