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    f»{j±  ã                   @   sø   d dl Zd dlmZ d dlZd dlmZ d dlmZm	Z	m
Z
 dZdZde ZdZe eeee  e¡Ze d	eeƒf¡Zeed
gd	gd�Ze ed  ¡ed  deed  ƒ…< dZe ee¡Zej d¡Zdd„ ZeeddgddgddgƒƒZdd„ ZdS )é    N)Úassert_array_equal)Úmorlet)ÚctpsÚ_prob_kuiperÚ_compute_normalized_phaseg333333Ó¿g     @�@ç      ð?éX  é   é   )Zn_cyclesé#   é*   c                 C   s€   t  t| ¡}| ddf}t |¡}t | || ¡}t  dd„ |D ƒ¡}t  | |¡| |¡| |¡gd¡}|j	| ddfks|t
‚|S )z'Generate ground truth and testing data.r	   r   c                 S   s   g | ]}t  t|¡‘qS © )ÚnpÚrollÚsingle_trial)Ú.0Úir   r   ú`/var/www/html/bwave/python/venv/lib/python3.8/site-packages/mne/preprocessing/tests/test_ctps.pyÚ
<listcomp>&   s     zget_data.<locals>.<listcomp>r
   )r   Ztiler   ÚrngZrandom_sampleÚrandintÚarrayZconcatenateZreshapeÚshapeÚAssertionError)Ún_trialsÚj_extentZground_truthZmy_shapeZrandom_dataZ	rand_intsZjittered_dataÚdatar   r   r   Úget_data    s    

þþr   é�  é–   i,  g333333ã?gš™™™™™É?c               
   C   sØ  t D �]z\} \}}}t||ƒ}t|ƒ\}}}t|ƒ}t|dd�\}	}
}t|||g|	|
|gƒD ]R\}}t||ƒ | ¡ dks~t‚| ¡ dksŽt‚| ¡ dksžt‚| ¡ dks\t‚q\| ¡ dksÌ| ¡ dk sÌt‚|j	|j	ksÜt‚|j	|j	dd… ksôt‚|d  ¡ dk�s
t‚t
t |d ¡ƒdk�s&t‚|d  ¡ |k �s<t‚|d  ¡ d	k�sRt‚| dk rt tt|dd…dd…dd…df ¡ qtdd
ƒdk�s–t‚ttt ddg¡d
ƒtt ddg¡d
ƒƒ tdd
ƒdk �sÔt‚dS )zTest basic ctps functionality.F)Zis_rawr   r	   g        r   Né   g333333Ó?r   gš™™™™™¹?)Úiter_test_ctpsr   r   r   Úzipr   Úminr   Úmaxr   Úlenr   ÚuniqueÚpytestZraisesÚ
ValueErrorr   r   )Úiir   r   Zpk_maxr   Zks_dynZpk_dynZphase_trialZdata2Zks_dyn2Zpk_dyn2Zphase_trial2ÚaÚbr   r   r   Ú	test_ctps4   s6    

ÿ
(ÿr,   ) Únumpyr   Znumpy.testingr   r'   Zmne.time_frequencyr   Zmne.preprocessing.ctps_r   r   r   ZtminZsfreqZtstepZ	n_samplesZlinspaceÚtimesZzerosr%   r   ZWsÚrealZroll_tor   ÚrandomZRandomStater   r   Ú	enumerater"   r!   r,   r   r   r   r   Ú<module>   s$   "