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    f»{jç  ã                   @   sÔ   d dl mZ d dlZd dlZd dlmZmZ d dl	m
Z
mZmZmZ e e e¡ddddd¡Ze ed¡Ze ed	¡Ze ed
¡Zd\ZZZdZdd„ Zej ddddg¡ej ddddg¡dd„ ƒƒZdd„ ZdS )é    N)Úequalize_badsÚinterpolate_bridged_electrodes)ÚioÚ
pick_typesÚread_eventsÚEpochsz..r   ZtestsÚdataztest_raw.fifztest-eve.fifztest_ctf_raw.fif)é   gš™™™™™É¿ç      à?é   c                  C   sn   t  t¡ ddg¡} ttƒ}t| jddg d�dd… }t| |t	t
t|dtdd	�d
�}| ¡ }|  ¡ | ¡ |fS )z
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_load_data   s     ÿr   Úinterp_threshg        r
   g      ð?Ú	inst_typer   r   r   c           
   	   C   sR  t ƒ \}}}|dkr6| ¡  dd¡| ¡  dd¡g}nJ|dkr`| ¡ dd… | ¡ dd… g}n | ¡  dd¡| ¡  dd¡g}tjtd	d
�� t|dd� W 5 Q R X |d  ¡  d¡jdd… }|dd… |d j	d< |dd… |d j	d< t|| d�}| dk�r
g }n| dk�r|}n|dd… }|D ]"}	t
|	j	d ƒt
|ƒk�s*t‚�q*dS )zTest equalize_bads function.r   r   r	   r   r   Ngš™™™™™¹?gš™™™™™É?z	between 0)Úmatchg       @)r   r   é   Úbads)r   ÚcopyÚcropÚpytestZraisesÚ
ValueErrorr   r   Úch_namesr   ÚsetÚAssertionError)
r   r    r   r   r   Zinstsr#   Zinsts_okZbads_okÚinstr   r   r   Útest_equalize_bads    s&    "" 

r,   c                  C   s   t ƒ \} }}| ||fD ]ä}|j d¡}|j d¡}|j ¡ }|jd  ¡ }| ¡ }ddg|jd< | ¡  |jddgd�}	t|||fgƒ}|jddgd�}
tdd„ |jD ƒƒr°t	‚|j|ks¾t	‚|jd |ksÐt	‚dt
 t
 |
|	 ¡¡  k rôdk sn t	‚qd	S )
z-Test interpolate_bridged_electrodes function.zEEG 001zEEG 002r#   )r   c                 S   s   g | ]}d |k‘qS )Zvirtualr   )Ú.0Úchr   r   r   Ú
<listcomp>N   s     z7test_interpolate_bridged_electrodes.<locals>.<listcomp>g�íµ ÷Æ°>gÞ 3ßÁO?N)r   r(   Úindexr$   r   Zinterpolate_badsÚget_datar   Úanyr*   ÚnpZmeanÚabs)r   r   r   r+   Zidx0Zidx1Zch_names_origZ	bads_origZinst2Zdata_interp_regZdata_interpr   r   r   Ú#test_interpolate_bridged_electrodes@   s     
r5   )Úos.pathÚpathÚopÚnumpyr3   r&   Zmne.preprocessingr   r   Zmner   r   r   r   ÚjoinÚdirnameÚ__file__Úbase_dirr   r   Zraw_fname_ctfr   r   r   Z
event_id_2r   ÚmarkZparametrizer,   r5   r   r   r   r   Ú<module>   s   
