o
    ˜šÍhj$ ã                   @   sò  d Z ddlZddlZddlZddlZddlmZ ddlm	Z	m
Z
 ddlmZmZmZmZ ddlmZmZmZmZmZmZmZmZmZmZmZ ddlmZmZmZm Z m!Z!m"Z"m#Z#m$Z$m%Z%m&Z&m'Z'm(Z(m)Z)m*Z*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0m1Z1m2Z2m3Z3m4Z4m5Z5m6Z6m7Z7m8Z8m9Z9m:Z:m;Z;m<Z<m=Z=m>Z> G dd	„ d	ƒZ?G d
d„ dƒZ@G dd„ dƒZAG dd„ dƒZBG dd„ dƒZCG dd„ dƒZDG dd„ dƒZEG dd„ dƒZFG dd„ dƒZGG dd„ dƒZHG dd„ dƒZIG dd„ dƒZJG d d!„ d!ƒZKG d"d#„ d#ƒZLG d$d%„ d%ƒZMdS )&zæTests suite for MaskedArray.
Adapted from the original test_ma by Pierre Gerard-Marchant

:author: Pierre Gerard-Marchant
:contact: pierregm_at_uga_dot_edu
:version: $Id: test_extras.py 3473 2007-10-29 15:18:13Z jarrod.millman $

é    N)Únormalize_axis_tuple)Úassert_warnsÚsuppress_warnings)Úassert_Úassert_array_equalÚassert_equalÚassert_almost_equal)ÚarrayÚarangeÚmaskedÚMaskedArrayÚmasked_arrayÚgetmaskarrayÚshapeÚnomaskÚonesÚzerosÚcount)"Ú
atleast_1dÚ
atleast_2dÚ
atleast_3dÚmr_ÚdotÚpolyfitÚcovÚcorrcoefÚmedianÚaverageÚuniqueÚsetxor1dÚ	setdiff1dÚunion1dÚintersect1dÚin1dÚediff1dÚapply_over_axesÚapply_along_axisÚcompress_ndÚcompress_rowcolsÚmask_rowcolsÚclump_maskedÚclump_unmaskedÚflatnotmasked_contiguousÚnotmasked_contiguousÚnotmasked_edgesÚ
masked_allÚmasked_all_likeÚisinÚdiagflatÚndenumerateÚstackÚvstackc                   @   sL   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ Zdd„ Zdd„ Z	dd„ Z
dS )ÚTestGenericc                 C   sJ  t dtd�}tddgddgtd�}t||ƒ t ddgddgdœ¡}t d|d�}td	d	gd
d
g|d�}t||ƒ t d|d�}td	d	gd	d	ggd
d
gd
d
gg|d�}t||ƒ t ddddgfg¡}t d|d�}tddgddg|d�}t||ƒ t d|d�}tddgddg|d�}t||ƒ t d
|d�}tdggdgg|d�}t||ƒ d S )N©é   ©Údtypeé   ©Úmaskr:   ÚaÚbÚf©ÚnamesÚformats©r   r   ©r;   r;   ©r8   r8   ©r>   r@   ©Úbar@   ©Zbbr@   ©r;   rE   )r/   Úfloatr	   r   Únpr:   )ÚselfÚtestÚcontrolÚdt© rR   ú[/home/www/facesmatcher.com/frenv/lib/python3.10/site-packages/numpy/ma/tests/test_extras.pyÚtest_masked_all&   s6   

þ
ÿ
ÿ
zTestGeneric.test_masked_allc                 C   s    t  ddtfgdffg¡}t j d|¡}tt|d ƒt jjjƒ tt|d d ƒt jjjƒ tt	|d d ƒdƒ t|d d j
dƒ t|d d jj
dƒ d S )Nr?   Úc©r;   r;   rE   rR   ©rM   r:   ÚobjectÚmar/   r   ÚtypeÚcorer   Úlenr   Z_fill_value©rN   Zmy_dtypeÚ
masked_arrrR   rR   rS   Ú"test_masked_all_with_object_nestedD   s   z.TestGeneric.test_masked_all_with_object_nestedc                 C   sr   t  dtdffg¡}t j d|¡}tt|d ƒt jjjƒ tt	|d ƒdƒ t|d j
dƒ t|d jj
dƒ d S )Nr?   rV   r;   rE   rR   rW   r]   rR   rR   rS   Útest_masked_all_with_objectP   s   z'TestGeneric.test_masked_all_with_objectc                 C   sÐ   t ddgtd�}t|ƒ}t ddgddgtd�}t||ƒ t ddgddgdœ¡}t d	d	gd
d
g|d�}t|ƒ}t ddgd
d
g|d�}t||ƒ t ddddgfg¡}t ddgddg|d�}t|ƒ}t||ƒ d S )Nr;   r8   r9   r<   r>   r?   r@   rA   rD   rE   )é
   ra   rG   rH   rJ   rK   )r	   rL   r0   r   rM   r:   )rN   ÚbaserO   rP   rQ   rR   rR   rS   Útest_masked_all_likeZ   s   

ÿz TestGeneric.test_masked_all_likec           	      C   s¾   t ddƒD ]W}t d| ƒD ]N}tj|td�}tj||td�}td| ƒ}|d| @ dk|_d}||ƒD ]}||j|  ¡ 7 }q3|t	krMt
| ¡  ¡ |ƒ q|j |_t
| ¡  ¡ |ƒ qqd S )Nr;   é   r8   r9   r   )ÚrangerM   r
   ÚintÚfullr   r=   ÚdataÚsumr+   r   Ú
compressed)	rN   r@   ÚiÚjÚkÚjar>   ÚsÚslrR   rR   rS   Úcheck_clumpn   s   
ôÿzTestGeneric.check_clumpc                 C   sV   t t d¡ƒ}t|g d¢< t|ƒ}tddƒtddƒtddƒg}t||ƒ |  t¡ d S )Nra   ©r   r;   r8   é   é   é	   r   é   rs   rd   rt   )r   rM   r
   r   r*   Úslicer   rq   ©rN   r>   rO   rP   rR   rR   rS   Útest_clump_masked~   s   
zTestGeneric.test_clump_maskedc                 C   sN   t t d¡ƒ}t|g d¢< t|ƒ}tddƒtddƒg}t||ƒ |  t¡ d S )Nra   rr   rv   rs   rd   rt   )r   rM   r
   r   r+   rw   r   rq   rx   rR   rR   rS   Útest_clump_unmasked‰   s   
zTestGeneric.test_clump_unmaskedc                 C   s¨   t dƒ}t|ƒ}t|td|jƒgƒ tjdtd�|_t|td|jƒgƒ t	||dk |dkB |dkB < t|ƒ}t|tddƒtddƒgƒ t	|d d …< t|ƒ}t|g ƒ d S )	Nra   r   r9   rv   rt   é   rs   ru   )
r
   r,   r   rw   ÚsizerM   r   Úboolr=   r   )rN   r>   rO   rR   rR   rS   Útest_flatnotmasked_contiguous“   s   z)TestGeneric.test_flatnotmasked_contiguousN)Ú__name__Ú
__module__Ú__qualname__rT   r_   r`   rc   rq   ry   rz   r~   rR   rR   rR   rS   r6   $   s    

r6   c                   @   s¦   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ Zdd„ Ze	j
 dg d¢ddgg d¢dgdgfg d¢g d¢gdg d¢gddgg d¢gg d¢gfg¡dd„ ƒZdd„ ZdS ) ÚTestAveragec                 C   s$  t g d¢g d¢d�}tdt|dd�ƒ tdt|g d¢d�ƒ t|g d¢d	d
�\}}td|ƒ t|dkƒ t|d d …< tt|dd�jd	gƒ t g d¢g d¢d�}| dd¡}t|d d …df< tt|dd�ddgƒ tt|dd�jd d	gƒ tddgt|dd�ƒ t|dd	d�\}}t|ddgƒ d S )N)ç        ç      ð?ç       @ç      @)TFFF©r=   r…   r   ©Úaxis)r„   r„   r…   r„   ©ÚweightsT©r‹   Úreturnedç      @r8   r;   rƒ   ©r‰   r�   r„   )r	   r   r   r   r   r=   Úreshape)rN   ZottÚresultÚwtsrR   rR   rS   Útest_testAverage1¨   s    
zTestAverage.test_testAverage1c                 C   sB  g d¢}g d¢g d¢g}t dtjd�}tt|dd�dƒ tt|d|d�dƒ tt dtjd�d	t dƒ gƒ}tt|d ƒtj t  d¡¡d
 d ƒ tt|dd�t  d¡d
 d	 ƒ tt|dd�t|dd�t|dd�d	 gƒ tt|d |d�dƒ tt|d|d�g d¢ƒ tt|dd�t|dd�t|dd�d	 gƒ tdƒ}g d¢}g d¢g d¢g}t	dƒ}g d¢}	ttt
||ƒdd�dƒ ttt
||ƒdd�dƒ ttt
||ƒdd�jdgƒ ttt
||	ƒdd�dƒ tttt
||ƒdd�ƒdƒ t
||ƒ}
tt|
d ƒdƒ tt|
dd�g d¢ƒ tt|
dd�ddgƒ tt|
d|d�g d¢ƒ d S )N©r   r;   r;   r;   r;   r   ©r;   r   r   r   r   r;   rs   r9   r   rˆ   ç      @)r‰   r‹   r…   r†   ç      (@r;   rŠ   g«ªªªªª
@)rƒ   r„   r…   r†   rŽ   ç      $@)r   r   r;   r;   r   r   )r   r;   r;   r;   r;   r;   Trƒ   )rƒ   r„   ç     ÀX@r™   rŽ   g      @ç      @)rƒ   r„   r™   r™   rŽ   r˜   )r
   rM   Zfloat_r   r   r	   ÚaddÚreducer   r   r   r=   r   )rN   Úw1Úw2ÚxÚyÚm1Úm2Zm3Zm4Zm5ÚzrR   rR   rS   Útest_testAverage2»   sF   & ÿÿÿ
ÿzTestAverage.test_testAverage2c                 C   sf  t dƒ}t dƒd }t||g||ggddd�\}}tt|ƒt|ƒƒ t|j|jƒ ttdƒdddgdd�\}}tt|ƒt|ƒƒ ttdƒdd	�\}}tt|ƒt|ƒƒ ttdƒtdƒdd
�\}}tt|ƒt|ƒƒ tddgddggtƒ}t|ddgddggƒ}t|dd�}	t|	ddgƒ t|dd�}
t|
ddgƒ t|d d�}
t|
dƒ t|dd�}
t|
ddgƒ d S )Nrs   rv   r;   Tr�   )r8   r8   rv   r   ©r‰   r‹   r�   )r�   rŒ   r8   é   Frˆ   ç      à?r†   r„   g«ªªªªª@ç      ø?rŽ   )r
   r   r   r   r   r	   rL   r   )rN   r>   r?   Úr1r�   Úr2rž   Za2dZa2dmZa2daZa2dmarR   rR   rS   Útest_testAverage3Ý   s*   
zTestAverage.test_testAverage3c                 C   sˆ   t  g d¢¡ dd¡}t jj|dgdgdggd�}t  g d¢¡ dd¡}t||ddd�}td	gd
gdggdgdgdggƒ}t||ƒ d S )N©r8   rv   r¦   rv   r;   FTr‡   )r¦   r{   rs   )r‹   r‰   Úkeepdimsr…   r†   rŽ   )rM   r	   r�   rY   r   r   r   )rN   rŸ   r?   ÚwÚactualZdesiredrR   rR   rS   Útest_testAverage4õ   s   "zTestAverage.test_testAverage4c                 C   s@   t tddgƒƒ}t|dƒ t tg d¢g d¢d�ƒ}t|dƒ d S )Nr;   r8   r¨   )r;   r8   rv   r¦   ©FFTTr‡   )r   r	   r   ©rN   r>   rR   rR   rS   Útest_onintegers_with_maskþ   s   
z%TestAverage.test_onintegers_with_maskc                 C   sê  t jg d¢g d¢gtd�}tg d¢g d¢g|d�}t|ƒ}t  | ¡ ¡}t|j|jƒ t|j|jƒ t|dd�}t|jdd�t|jdd�d	  }t|j|jƒ t|j|jƒ t|d
d�}t|jd
d�t|jd
d�d	  }t|j|jƒ t|j|jƒ t  g d¢g d¢g¡}	t||	d�}
t j| ¡ |	|  d�}t|
j|jƒ t|
j|jƒ t||	dd�}t|j|	dd�t|j|	dd�d	  }t|j|jƒ t|j|jƒ t||	d
d�}t|j|	d
d�t|j|	d
d�d	  }t|j|jƒ t|j|jƒ d S )N)r   r   r   r;   r   ©r   r;   r   r   r   r9   )r   y      ð?       @y      @      @y      @      @y      @       @)y              "@ù              ð?y       @      @y      @      @y      @      @r‡   r   rˆ   rµ   r;   )r§   r„   r…   r„   r§   )r„   r„   r„   r„   r„   rŠ   ©r‹   r‰   )	rM   r	   r}   r   r   rj   r   ÚrealÚimag)rN   r=   r>   ÚavÚexpectedZav0Z	expected0Zav1Z	expected1r’   ZwavZwav0Zwav1rR   rR   rS   Útest_complex  sR   
ÿÿÿþ  
ÿÿÿzTestAverage.test_complexz<x, axis, expected_avg, weights, expected_wavg, expected_wsum©r;   r8   rv   Nr…   )rv   r¦   r;   g      ü?ç       @)r;   r8   r{   )r;   rs   é   r   )r„   rŽ   r½   r;   rv   )r„   rš   g      #@)r¦   r¦   r¦   c           
      C   s¼   t jj||dd�}|jt  |¡ksJ ‚t||ƒ t jj|||dd�}|jt  |¡ks,J ‚t||ƒ t jj|||ddd�\}}	|jt  |¡ksHJ ‚t||ƒ |	jt  |¡ksWJ ‚t|	|ƒ d S )NT)r‰   r­   )r‰   r‹   r­   )r‰   r‹   r�   r­   )rM   rY   r   r   r   )
rN   rŸ   r‰   Zexpected_avgr‹   Zexpected_wavgZexpected_wsumZavgZwavgZwsumrR   rR   rS   Útest_basic_keepdims1  s   


ÿ
zTestAverage.test_basic_keepdimsc           	      C   sf  t jjt  d¡ dd¡g d¢g d¢g d¢gd�}tg d¢dd�}tg d¢g d¢d�}t|d|dd	�}t  g d
¢¡}t||ƒ t|d|dd	�}t  g d¢¡}t||ƒ t jjg d¢g d¢d�}t|dddt jgd�}t|dƒ t jjg d¢g d¢g d¢gg d¢g d¢g d¢gd�}t jj|dt jdgdd�}t jjdt jt jdgg d¢d�}t||ƒ t	|j
|j
ƒ d S )Nru   rv   ©r;   r   r   ©r   r   r   r‡   )r{   é   é   Fr   r¥   )ç      @g     à@g     à@)rÄ   g0�­N@g0�­N@)r„   r…   r†   rŽ   r±   r;   rŠ   r¨   )rš   rÄ   ç      @r½   )g      "@r„   r…   r†   )FTTF)TFTT)TFTFr¶   r„   ç      @)rM   rY   r	   r
   r�   r   r   r   Únanr   r=   )	rN   r>   Zweights_unmaskedZweights_maskedZavg_unmaskedZexpected_unmaskedZ
avg_maskedZexpected_maskedZavg_expectedrR   rR   rS   Útest_masked_weightsH  sD   ÿÿ

ÿ
ýýü
ÿ
zTestAverage.test_masked_weights)r   r€   r�   r“   r¤   r«   r°   r³   r»   ÚpytestÚmarkÚparametrizer¿   rÈ   rR   rR   rR   rS   r‚   ¦   s"    "	,ÿÿþ
r‚   c                   @   ó$   e Zd Zdd„ Zdd„ Zdd„ ZdS )ÚTestConcatenatorc                 C   sz   t td tg d¢ƒƒ tdƒ}g d¢}t||d�}t|dd|f }tt|tƒƒ t |g d¢ƒ t |jt|dd|f ƒ d S )N©r;   r8   rv   r¦   r{   rs   r{   )r;   r   r   r   r   r‡   r   )r;   r;   r;   r;   r;   r   r   r;   r;   r;   r;   r;   )	r   r   r	   r   r   r   Ú
isinstancer   r=   )rN   r?   ÚmÚdrU   rR   rR   rS   Útest_1dw  s   zTestConcatenator.test_1dc                 C   s0  t j dd¡}t j dd¡}t  t j dd¡d¡}t  t j dd¡d¡}t||d�}t||d�}td||f }t|jdkƒ t|d d …d d…f |ƒ t|d d …dd …f |ƒ t|j	t j
d||f ƒ t||f }t|jdkƒ t|d d…d d …f |ƒ t|dd …d d …f |ƒ t|j	t j
||f ƒ d S )Nr{   r   r‡   Ú1)r{   ra   )ra   r{   )rM   ÚrandomÚrandÚroundr   r   r   r   r   r=   Zr_)rN   Za_1Za_2Zm_1Zm_2Zb_1Zb_2rÑ   rR   rR   rS   Útest_2d‚  s    zTestConcatenator.test_2dc                 C   sp   t tjjdf }t|jddgƒ t|jd dƒ t ddgtjjf }t|jg d¢ƒ t|jd d… ddgƒ d S )Nr;   TFr8   )FFT)r   rM   rY   r   r   r=   rh   )rN   r¯   rR   rR   rS   Útest_masked_constant–  s   z%TestConcatenator.test_masked_constantN)r   r€   r�   rÒ   r×   rØ   rR   rR   rR   rS   rÍ   t  s    rÍ   c                   @   ó   e Zd Zdd„ Zdd„ ZdS )ÚTestNotMaskedc                 C   sŽ  t t d¡ dd¡g d¢g d¢g d¢g d¢g d¢gd�}t|d ƒ}t|d	d
gƒ t|d	ƒ}t|d	 ddgƒ t|d ddgƒ t|dƒ}t|d	 ddgƒ t|d ddgƒ t|jd ƒ}t|d	d
gƒ t|jd	ƒ}t|d	 ddgƒ t|d ddgƒ t|jdƒ}t|d	 ddgƒ t|d ddgƒ t|d< t|d	ƒ}t|d	 ddgƒ t|d ddgƒ t|dƒ}t|d	 ddgƒ t|d ddgƒ d S )Né   r{   )r   r   r;   r   r   )r   r   r   r;   r;   )r;   r;   r   r   r   )r   r   r   r   r   )r;   r;   r;   r   r   r‡   r   é   ©r   r;   r8   rv   r¦   r;   )rv   rv   rv   r¦   r¦   )r   r   r8   r   rv   )r¦   r8   r¦   r¦   r¦   )r¦   r¦   r¦   r¦   r¦   éÿÿÿÿéþÿÿÿ)r;   r;   r8   r¦   r¦   )r   r;   r8   r¦   )r   r   r8   rv   )r¦   r8   r¦   r¦   )r   rM   r
   r�   r.   r   rh   r   ©rN   rh   rO   rR   rR   rS   Ú
test_edges£  s>   üÿ




zTestNotMasked.test_edgesc                 C   s,  t t d¡ dd¡g d¢g d¢g d¢gd�}t|d ƒ}t|tdd	d ƒtd
dd ƒtddd ƒgƒ t|dƒ}t|tddd ƒtddd ƒgtddd ƒtddd ƒgtddd ƒtddd ƒgtddd ƒtddd ƒgtddd ƒgtddd ƒgg tddd ƒggƒ t|dƒ}t|tdd	d ƒgg tddd ƒtddd ƒggƒ d S )NrÜ   rv   rt   )r   r   r   r   r;   r;   r;   r;   )r;   r;   r;   r;   r;   r;   r;   r;   )r   r   r   r   r   r   r;   r   r‡   r   r¦   é   é   é   r;   r8   rs   rd   )r   rM   r
   r�   r-   r   rw   )rN   r>   ÚtmprR   rR   rS   Útest_contiguousÅ  s:   þÿ



ý
ø

ýzTestNotMasked.test_contiguousN)r   r€   r�   rá   ræ   rR   rR   rR   rS   rÚ      s    "rÚ   c                   @   s|   e Zd Zdd„ Zdd„ Zdd„ Zej dg d¢¡ej d	d
ge	j
jdfe	j
jdfg¡dd„ ƒƒZdd„ Zdd„ Zdd„ ZdS )ÚTestCompressFunctionsc              	   C   s(  t  ttdƒƒ¡ ddd¡}t  d¡ t¡}d|d< t||d�}t|ƒ}t	|g d	¢g d
¢g d¢gg d¢g d¢g d¢ggƒ t|dƒ}t	|g d¢g d¢g d¢g d¢gg d¢g d¢g d¢g d¢ggƒ t|dƒ}t	|g d¢g d¢g d¢gg d¢g d¢g d¢gg d¢g d¢g d¢ggƒ t|dƒ}t|dƒ}t|dƒ}t	||ƒ t	||ƒ t	||ƒ t|dƒ}t	|g d	¢g d ¢g d
¢g d¢gg d!¢g d"¢g d#¢g d$¢gg d¢g d%¢g d¢g d¢ggƒ t|d&ƒ}t|d'ƒ}t|d(ƒ}t	||ƒ t	||ƒ t	||ƒ t|d)ƒ}t	|g d¢g d¢g d¢gg d¢g d¢g d¢ggƒ t|d*ƒ}t	||ƒ t|d+ƒ}t	|g d	¢g d
¢g d¢gg d!¢g d#¢g d$¢gg d¢g d¢g d¢ggƒ t|d,ƒ}t|d-ƒ}t|d.ƒ}t	||ƒ t	||ƒ t	||ƒ t|d/ƒ}t	|g d	¢g d ¢g d
¢g d¢gg d¢g d%¢g d¢g d¢ggƒ t|d0ƒ}t	||ƒ d S )1Né<   rv   r¦   r{   ©rv   r¦   r{   T©r;   r;   r;   r‡   )r   r8   rv   r¦   )ra   é   é   é   )é   é   é   é   )é(   é*   é+   é,   )é2   é4   é5   é6   )é7   é9   é:   é;   r   rÝ   )r{   rs   rd   rt   ru   )ra   r¾   rë   rì   rí   )rî   râ   rï   rð   rñ   )rò   é)   ró   rô   rõ   )é-   é.   é/   é0   é1   )rö   é3   r÷   rø   rù   )rú   é8   rû   rü   rý   r;   )é   é   rã   rä   rÜ   )é   rÃ   é    é!   é"   )é#   é$   é%   é&   é'   rV   rß   )rß   r8   )r{   rd   rt   ru   )r  rã   rä   rÜ   )rÛ   é   rÂ   é   )r  r	  r
  r  )r  r  r  r  )rÿ   r  r  r  r7   rÞ   )rÞ   ©r   r;   )r   rß   ©r;   r8   )rß   r8   )r;   rÞ   )rß   rÞ   ©r   r8   )r   rÞ   )
rM   r	   Úlistre   r�   r   Úastyper}   r'   r   )rN   rŸ   rÐ   r>   Úa2Úa3Za4rR   rR   rS   Útest_compress_ndè  sæ   
þþý

ýýü


þþþú








ýýýø







þþý



þþþú








ýýü
	z&TestCompressFunctions.test_compress_ndc                 C   s¸  t t d¡ dd¡g d¢g d¢g d¢gd�}tt|ƒddgdd	ggƒ tt|d
ƒg d¢g d¢gƒ tt|dƒddgddgdd	ggƒ t |jg d¢g d¢g d¢gd�}tt|ƒd
dgdd	ggƒ tt|d
ƒg d¢g d¢gƒ tt|dƒd
dgddgdd	ggƒ t |jg d¢g d¢g d¢gd�}tt|ƒd	ggƒ tt|d
ƒg d¢gƒ tt|dƒdgdgd	ggƒ t |jg d¢g d¢g d¢gd�}tt|ƒjd
ƒ tt|d
ƒjd
ƒ tt|dƒjd
ƒ d S )Nru   rv   rÀ   rÁ   r‡   r¦   r{   rd   rt   r   ré   )rs   rd   rt   r;   r8   ©r   r;   r   rs   ©r   r;   r8   ©r   r   r;   )r	   rM   r
   r�   r   r(   Ú_datar|   ©rN   rŸ   rR   rR   rS   Útest_compress_rowcolsX  s$   ÿ" "  z+TestCompressFunctions.test_compress_rowcolsc                 C   sH  t t d¡ dd¡g d¢g d¢g d¢gd�}tt|ƒjg d¢g d¢g d¢gƒ tt|dƒjg d¢g d¢g d¢gƒ tt|dƒjg d¢g d¢g d¢gƒ t |jg d¢g d	¢g d¢gd�}tt|ƒjg d	¢g d¢g d	¢gƒ tt|dƒjg d¢g d¢g d¢gƒ tt|dƒjg d	¢g d	¢g d	¢gƒ t |jg d¢g d	¢g d¢gd�}tt|ƒjg d¢g d¢g d
¢gƒ tt|dƒjg d¢g d¢g d¢gƒ tt|dƒjg d
¢g d
¢g d
¢gƒ t |jg d¢g d	¢g d¢gd�}tt|ƒ 	¡ t
u ƒ tt|dƒ 	¡ t
u ƒ tt|dƒ 	¡ t
u ƒ tt|ƒj 	¡ ƒ tt|dƒj 	¡ ƒ tt|dƒj 	¡ ƒ d S )Nru   rv   rÀ   rÁ   r‡   rê   r   r;   r  )r;   r;   r   r  )r	   rM   r
   r�   r   r)   r=   r  r   Úallr   r  rR   rR   rS   Útest_mask_rowcolsl  sN   ÿ
ÿÿÿ 
ÿÿÿ 
ÿÿÿ z'TestCompressFunctions.test_mask_rowcolsr‰   )Nr   r;   ÚfuncÚrowcols_axisr   r;   c                 C   sv   t t d¡ dd¡g d¢g d¢g d¢gd�}ttƒ� |||d�}t|t||ƒƒ W d   ƒ d S 1 s4w   Y  d S )Nru   rv   rÀ   rÁ   r‡   rˆ   )r	   rM   r
   r�   r   ÚDeprecationWarningr   r)   )rN   r‰   r#  r$  rŸ   ÚresrR   rR   rS   Ú#test_mask_row_cols_axis_deprecationŒ  s   ÿ
"þz9TestCompressFunctions.test_mask_row_cols_axis_deprecationc                 C   s0  t  dd¡}g d¢}t||d� dd¡}t||d� dd¡}t||dd�}t|jddgdd	ggƒ t||dd�}t|jg d
¢g d¢g d¢gƒ t||dd�}t|t  | d	¡| d	¡¡ƒ t||dd�}t|t  | d	¡| d	¡¡ƒ g d¢}t||d� dd¡}t||d� dd¡}t||dd�}t|jd	dgddggƒ t||dd�}t|jg d¢g d¢g d
¢gƒ t||dd�}t|t  | d	¡| d	¡¡ƒ t|t||ƒƒ t||dd�}t|t  | d	¡| d	¡¡ƒ g d¢}t||d� dd¡}t||d� dd¡}t||ƒ}t|jtƒ t||ƒ}t|jtƒ t|g d¢d� dd¡}t|g d¢d� dd¡}t||dd�}t|jddgd	d	ggƒ t||dd�}t|t  | d	¡| d	¡¡ƒ t||dd�}t|jg d¢g d¢g d¢gƒ t||dd�}t|t  | d	¡| d	¡¡ƒ t|g d¢d� dd¡}t|g d¢d� dd¡}t||dd�}t|jd	d	gddggƒ t||ƒ}t|t  | d	¡| d	¡¡ƒ t||dd�}t|jg d¢g d¢g d¢gƒ t||dd�}t|t  | d	¡| d	¡¡ƒ t|g d¢d� dd¡}t|g d¢d� dd¡}t||dd�}t|jdd	gddggƒ t||dd�}t|t  | d	¡| d	¡¡ƒ t||dd�}t|jg d¢g d
¢g d¢gƒ t||dd�}t|t  | d	¡| d	¡¡ƒ tt  d¡ ddd¡dd	gd	d	ggd	d	gd	d	gggd�}tt  d¡ ddd¡d	d	gd	d	ggd	d	gd	dgggd�}t||dd�}t|jddgddggd	d	gd	dgggd	d	gd	dggd	d	gd	dggggƒ t||dd�}t|jd	d	gd	dggd	d	gd	d	gggd	d	gd	d	ggd	d	gd	d	ggggƒ t||dd�}t|jdd	gd	d	ggdd	gd	d	gggdd	gd	d	ggddgddggggƒ t||dd�}t|jd	d	gd	d	ggd	d	gd	d	gggd	d	gd	d	ggdd	gd	d	ggggƒ tt  d¡ ddd¡dd	gd	d	ggd	d	gd	d	gggd�}d}t||dd�}t|jdd	gd	d	ggd	d	gd	d	gggƒ t||dd�}t|jdd	gd	d	ggd	d	gd	d	gggƒ t||dd�}t|jdd	gd	d	ggd	d	gd	d	gggƒ t||dd�}t|jdd	gd	d	ggd	d	gd	d	gggƒ tt  d¡ ddd¡dd	gd	d	ggd	d	gd	d	gggd�}tt  d¡d	dgd�}t||dd�}t|jddgddggƒ t||dd�}t|jdd	gd	d	ggƒ d S )Nr;   rd   )r;   r   r   r   r   r   r‡   r8   rv   T)Ústrictr   rê   rÀ   F©r   r   r   r   r   r;   r  )r   r   r   r   r   r   )r   r   r;   r   r   r   rt   rš   )	rM   r
   r   r�   r   r   r=   Úfilledr   )rN   ÚnrÐ   r>   r?   rU   rR   rR   rS   Útest_dot˜  sÞ   


ÿÿÿÿÿÿÿÿÿÿÿ((((ÿzTestCompressFunctions.test_dotc                 C   sn   t  d¡}t|ƒ}ttt||ƒƒtu ƒ ttt||ƒƒtu ƒ ttt||ƒƒtu ƒ ttt||ƒƒtu ƒ d S )Nrv   )rM   Úeyer	   r   rZ   r   r   ©rN   r>   r?   rR   rR   rS   Útest_dot_returns_maskedarray  s   
z2TestCompressFunctions.test_dot_returns_maskedarrayc                 C   sD   t t d¡ƒ}t t d¡ƒ}t|||d�}t||u ƒ t||ƒ d S )Nrv   )rv   rv   ©Úout)r	   rM   r-  r   r   r   r   )rN   r>   r1  r&  rR   rR   rS   Útest_dot_out  s
   z"TestCompressFunctions.test_dot_outN)r   r€   r�   r  r   r"  rÉ   rÊ   rË   rM   rY   Z	mask_rowsZ	mask_colsr'  r,  r/  r2  rR   rR   rR   rS   rç   æ  s    p ÿ	o	rç   c                   @   rÙ   )ÚTestApplyAlongAxisc                 C   s@   t dƒ ddd¡}dd„ }t|d|ƒ}t|ddgdd	ggƒ d S )
Nr—   r8   rv   c                 S   s   | d S ©Nr;   rR   )r?   rR   rR   rS   Úmyfunc  s   z*TestApplyAlongAxis.test_3d.<locals>.myfuncr;   r¦   rd   ra   ©r
   r�   r&   r   ©rN   r>   r5  ZxarR   rR   rS   Útest_3d  s   zTestApplyAlongAxis.test_3dc                 C   sF   t dƒ ddd¡}ddd„}t|d|dd�}t|dd	gd
dggƒ d S )Nrë   r8   rv   r   c                 S   s   | d|  S r4  rR   )r?   ÚoffsetrR   rR   rS   r5  '  s   z1TestApplyAlongAxis.test_3d_kwargs.<locals>.myfuncr;   )r9  r{   rt   r¾   )r   r6  r7  rR   rR   rS   Útest_3d_kwargs$  s   
z!TestApplyAlongAxis.test_3d_kwargsN)r   r€   r�   r8  r:  rR   rR   rR   rS   r3    ó    
r3  c                   @   s   e Zd Zdd„ ZdS )ÚTestApplyOverAxesc                 C   s�   t dƒ ddd¡}ttj|ddgƒ}t dgdgdggg¡}t||ƒ t||d  t	¡< ttj|ddgƒ}t d	gd
gdggg¡}t||ƒ d S )NrÜ   r8   rv   r¦   r   rè   é\   é|   rÂ   rõ   )
r
   r�   r%   rM   ri   r	   r   r   r  r}   )rN   r>   rO   ZctrlrR   rR   rS   Ú
test_basic0  s   
zTestApplyOverAxes.test_basicN)r   r€   r�   r?  rR   rR   rR   rS   r<  .  s    r<  c                   @   sØ   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ Zdd„ Zdd„ Z	dd„ Z
dd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zejjdg d¢d�d d!„ ƒZd"d#„ Zd$d%„ Zd&d'„ Zd(d)„ Zd*d+„ Zd,d-„ Zd.d/„ Zd0d1„ Zd2S )3Ú
TestMedianc                 C   s4   t jjt jt jgt jt jggdd�}t|t jƒ d S )NrÞ   rˆ   )rM   rY   r   Úinfr   ©rN   ÚrrR   rR   rS   Útest_pytype<  s   $zTestMedian.test_pytypec                 C   sì   t jjt j t jt jgt jt jgg¡dd�}t|t jƒ t jjt j t jt jgt jt jgg¡d d�}t|t jƒ t jjt jjt jt jgt jt jggdd�dd�}t|jdƒ t jjt jjt jt jgt jt jggdd�d d�}t|jdƒ d S )NrÞ   rˆ   Tr‡   )rM   rY   r   r   rA  r   r=   rB  rR   rR   rS   Útest_inf@  s8   
ÿÿ
ÿÿ
ÿÿþ
ÿÿþzTestMedian.test_infc                 C   sl  t  d¡}tt j |¡dƒ ttt j |¡ƒtuƒ tdƒ}tt j |¡dƒ ttt j |¡ƒtuƒ d}tt j |¡dƒ ttt j |¡ƒtuƒ t  d¡ 	dd¡}tt jj|dd	�t j|dd	�ƒ tt jj|d
d	�t j|d
d	�ƒ tt jj|d
d	�tuƒ t  d¡ 	dd¡}tt jj|dd	�t j|dd	�ƒ tt jj|d
d	�t j|d
d	�ƒ tt jj|d
d	�tuƒ d S )Nru   rŽ   rt   rÆ   r{   rš   éH   r   rˆ   r;   g      R@)
rM   r
   r   rY   r   r   rZ   r   re   r�   r  rR   rR   rS   Útest_non_maskedR  s"   
    zTestMedian.test_non_maskedc                 C   s  t t d¡dgd dgd  d�}ttj |¡dƒ ttj |¡jddƒ tttj |¡ƒt	uƒ t t d	¡ 
d
d¡dgd dgd  d�}ttj |¡dƒ ttj |¡jddƒ tttj |¡ƒt	uƒ tjj|ddd�}t|ddgƒ t|jddƒ tt|ƒt	u ƒ dS )z5test the examples given in the docstring of ma.medianrt   r   r¦   r;   r‡   r¨   rR   úshape mismatchra   r8   r{   rs   r–   rÞ   T©r‰   Zoverwrite_inputr…   rš   r7   N)r	   rM   r
   r   rY   r   r   r   rZ   r   r�   )rN   rŸ   Zma_xrR   rR   rS   Útest_docstring_examplesg  s   "*z"TestMedian.test_docstring_examplesc                 C   sò   d}t dƒD ]p}dD ]k}td||d�}t t | |ƒddg¡}|D ] \}}ztjj|||d� W q! tyA   t|||||f ƒ‚w t |d  |gddg¡}|D ]#\}}ztjj|||d� W n
 tj	yj   Y qQw t|||||f ƒ‚q
qd S )	Nz5mask = %s, ndim = %s, axis = %s, overwrite_input = %sr{   )FTr;   )Úndminr=   FTrI  )
re   r	   Ú	itertoolsÚproductrM   rY   r   Ú	ExceptionÚAssertionErrorZ	AxisError)rN   ÚmsgrK  r=   rŸ   Úargsr‰   ZoverrR   rR   rS   Útest_axis_argument_errorsv  s,   ÿÿúóÿz$TestMedian.test_axis_argument_errorsc                 C   sD   t ddd�}ttj |¡dƒ t ddd�}ttj |¡tjjƒ d S )Nr;   Fr‡   T)r	   r   rM   rY   r   r   r  rR   rR   rS   Útest_masked_0dŽ  s   zTestMedian.test_masked_0dc                 C   s¶  t t d¡dd�}ttj |¡tjjƒ ttj |¡jddƒ tt	tj |¡ƒtjj
ju ƒ t t d¡dd�}ttj |¡dƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡d	ƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d
¢d�}ttj |¡dƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡dƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡dƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡d	ƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡d	ƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ d S )Nr{   Tr‡   rR   rH  Fr…   r´   r–   )r   r;   r;   r;   r;   rƒ   )r   r;   r;   r   r   r†   rš   rs   r”   rÄ   )r	   rM   r
   r   rY   r   r   r   r   rZ   r[   ZMaskedConstantr   r  rR   rR   rS   Útest_masked_1d•  s@   zTestMedian.test_masked_1dc                 C   sB   t tj tg d¢g d¢d�¡jtj tg d¢g d¢d�¡jƒ d S )Nr¼   rÁ   r‡   r  )r   rM   rY   r   r	   r   ©rN   rR   rR   rS   Útest_1d_shape_consistency»  s   ÿz$TestMedian.test_1d_shape_consistencyc                 C   sü   d\}}t t dd|¡ƒ}t |d d…< |dd …< t tj||ftd�ƒ}|d d … |d d …df< t t|ƒ¡}td|ƒD ]}tj	 
|¡ || |d d …|f< q<tt|d d …df ƒdƒ tt|ƒdƒ tt|dd	�t |¡ƒ tt|jdd	�t |¡ƒ d S )
N)ée   r  ç      ð¿r„   ra   éöÿÿÿr9   r   r;   rˆ   )r   rM   Zlinspacer   ÚemptyrL   r
   r\   re   rÔ   Úshuffler   r   r   ÚT)rN   r+  ÚprŸ   r£   Úidxrk   rR   rR   rS   r×   ¿  s   zTestMedian.test_2dc                 C   sÔ   t t d¡ dd¡ƒ}t |d d…< |dd …< tt|ƒdƒ tttj	 |¡ƒt
uƒ tt|dd�g d¢ƒ tttj	j|dd�ƒt
u ƒ tt|d	d�g d
¢ƒ tttj	j|d	d�ƒt
u ƒ tt|d	d�jg d¢ƒ d S )Nr  ra   rv   éýÿÿÿç      -@r   rˆ   )ç      +@r`  g      /@r;   )
r   r   r   ra   rì   râ   rñ   r   r   r   )
r;   r;   r;   r   r   r   r   r;   r;   r;   )r   rM   r
   r�   r   r   r   r   rZ   rY   r   r=   r  rR   rR   rS   Útest_2d_waxisÏ  s   zTestMedian.test_2d_waxisc                 C   sÂ   t j d¡ ddd¡}t||d dk< tt|dƒddgdd	gddgd
d	ggƒ d|_tt|dƒddgddgddggƒ t j d¡ ddd¡}t||d dk< tt|dƒddgddgddggƒ d S )NrÜ   rv   r¦   r8   r   rë   ru   rs   rî   rð   )r¦   rv   r8   éc   ra   r¾   rì   rí   r{   rt   râ   rï   )rM   rY   r
   r�   r   r   r   r   r  rR   rR   rS   r8  Û  s   ("&zTestMedian.test_3dc                 C   sL   t t d¡ dd¡ƒ}t |d d…< |dd …< tt|dd�t|dd�ƒ d S )Nr  ra   rv   r_  rÞ   rˆ   r;   )r   rM   r
   r�   r   r   r   r  rR   rR   rS   Útest_neg_axisæ  s   zTestMedian.test_neg_axisc                 C   sˆ   dD ]?}t t |¡ƒ}t |d d…< |dd …< t t d¡ƒ}t||d�}|dkr.t|dƒ nt|dƒ t||u ƒ tt|ƒt	u ƒ qd S )	N)r  ç      >@rÃ   g      ?@rv   r_  rR   r0  r  r`  g      .@)
r   rM   r
   r   r   r   r   r   rZ   r   )rN   ÚvrŸ   r1  rC  rR   rR   rS   Útest_out_1dë  s   
özTestMedian.test_out_1dc                 C   s  dD ]}}t t |¡ dd¡ƒ}t |d d…< |dd …< t t d¡ƒ}t|d|d�}|dkrMt d	gd g d
¢ d	gd  dgd dgd  dgd  d�}nt d	gd g d¢ d	gd  dgd dgd  dgd  d�}t||ƒ t||u ƒ tt	|ƒt
u ƒ qd S )N)rò   g      D@r  re  ra   rÞ   rv   r_  r;   )r‰   r1  r  rƒ   )ra   rì   râ   rñ   TFr¦   r‡   )ra  g     €1@g     €5@g     €9@)r   rM   r
   r�   r   r   r   r   r   rZ   r   )rN   rf  rŸ   r1  rC  ÚerR   rR   rS   Útest_outù  s    ÿÿ
ózTestMedian.test_outr‰   )Nr;   rV   r  )r_  rÞ   )ÚargnamesZ	argvaluesc                    sØ   t jdtd�}t j d¡t  |j¡d d …d f  }| t j¡}t j|t	|ƒ< t
t  |j¡|d�‰|d u r:dˆj }nt|ˆjƒ‰ t	‡ ‡fdd„tˆjƒD ƒƒ}t
t  |¡ƒ}tˆ|d|d	�}||u sdJ ‚t|j|ƒ d S )
N)rv   r{   rd   r¾   r9   )r¦   éÈ   r‡   rV   c                 3   s&   � | ]}|ˆ v r
d nˆj | V  qdS )r;   N)r   )Ú.0rk   ©Z	axis_normrÑ   rR   rS   Ú	<genexpr>  s   € 
ÿz/TestMedian.test_keepdims_out.<locals>.<genexpr>T)r‰   r­   r1  )rM   r   r}   rÔ   r	   r   r  ZintprÇ   Útupler   r   Úndimr   re   rZ  r   r   )rN   r‰   r=   r®   Z	shape_outr1  r‘   rR   rm  rS   Útest_keepdims_out
  s   $ÿzTestMedian.test_keepdims_outc                 C   sF   ddgddgddgg}t j |d¡}ddg}tt jj|dd�|ƒ d S )Nr„   rƒ   r†   r   rˆ   )rM   rY   Zmasked_equalr   r   )rN   rh   r^   rº   rR   rR   rS   Ú$test_single_non_masked_value_on_axis&  s   þÿz/TestMedian.test_single_non_masked_value_on_axisc                 C   s¤  dt jdtd�fD ]…}t j dt jdgg d¢g¡}||_t jj|d d�}tt  	|¡ƒ t
|t jƒ t jj| ¡ dd�}tt  	|¡ƒ t
|t jƒ t jj|dd�}tt|ƒtƒ t
|dt jdgƒ t jj|dd�}tt|ƒtƒ t
|t jd	gƒ t jj|d
d�}tt|ƒtƒ t
|t jd	gƒ q	t j dt jdgg d¢g¡}t jj|d d …d	f< t
t jj|d d�t jƒ t
t jj|dd�dt jdgƒ t
t jj|dd�t jdgƒ d S )NFrs   r9   r;   rv   r¼   rˆ   r   r8   rÞ   r¨   )rM   r   r}   rY   r	   rÇ   r=   r   r   Úisscalarr   Zravelr   rZ   r   r   )rN   r=   ÚdmrC  rR   rR   rS   Útest_nan/  s.    zTestMedian.test_nanc                 C   s¨   t j t  d¡¡}t j t  d¡¡}t j|d< t jj|d< tt jj|d|d�|ƒ t j t  d¡¡}tt jj|d|d�|ƒ t j t  d	¡¡}tt jj||d�|ƒ d S )
N)r¦   ©rv   r¦   ©r8   r;   rF   r   r0  ©rv   r;   rR   )	rM   rY   r   r   r   rÇ   r   r   r   )rN   ÚorÑ   rR   rR   rS   Útest_out_nanL  s   
zTestMedian.test_out_nanc                 C   s†  t j t jdtd�¡}t jj|d d d…< t j|d< tt j |¡t jƒ tt jj|dd�t jƒ t j t jdtd� 	ddd¡¡}t  |j
¡d dk|_| ¡ }t j|d	< t j|d
< tt j |¡t jƒ tt  t j |¡¡ƒ t jj|dd�}t j|d< t j|d< tt j |d¡|ƒ t jj|dd�}t j|d< t j|d< tt j |d¡|ƒ t jj|dd�}t j|d< t j|d< tt j |d¡|ƒ d S )NrÜ   r9   rv   r8   r   rˆ   r¦   r;   r¼   )r;   r;   r8   ©r8   rv   r  ©r;   rv   r  )rM   rY   r   r
   rL   r   rÇ   r   r   r�   r|   r=   Úcopyr   rs  r   )rN   r>   Zaorigr?   rR   rR   rS   Útest_nan_behaviorW  s0   
 







zTestMedian.test_nan_behaviorc                 C   sŽ   t jg d¢g d¢gt jd�}t jj||dkd�}tt jj|dd�dƒ tt jj|dd�jdƒ tt jj|d	d�|d	 ƒ tt j |¡dƒ d S )
N)rv   rv   éÿ   r9   rv   r‡   r;   rˆ   r  Fr   )rM   r	   Zuint8rY   r   r   r   r=   r²   rR   rR   rS   Útest_ambigous_fillz  s   zTestMedian.test_ambigous_fillc                 C   s  t jt j fD �]v}t  |t jgt jt jgg¡}t jj|t  |¡d�}tt jj|dd�|t jgƒ tt jj|dd�|t jgƒ tt j |¡|ƒ t  t jt j|gt jt j|gg¡}t jj|t  |¡d�}t	t jj|dd�|ƒ t	t jj|dd�j
dƒ t	t jj|dd�|d ƒ t	t j |¡|ƒ t  ||g||gg¡}tt j |¡|ƒ tt jj|dd�|ƒ tt jj|dd�|ƒ t j|d| dgdt jt jd	gd
t jt j|ggt jd�}t jj|t  |¡d�}|dk�rtt jj|dd�dd| dgƒ tt j |¡dƒ ntt jj|dd�dd| dgƒ tt j |¡dƒ tt jj|dd�dd|gƒ tddƒD ]P}tddƒD ]G}t  t jg| |g|  gd ¡}t jj|t  |¡d�}tt j |¡|ƒ tt jj|dd�|ƒ tt jj|dd�t jg| |g|  ƒ �q4�q-qd S )Nr‡   r   rˆ   r;   Frd   i÷ÿÿÿrY  r{   r¦   r9   rŽ   rÅ   rš   g      @g      $Àg      "Àg      ÀrX  ra   r8   )rM   rA  r	   rÇ   rY   r   Úisnanr   r   r   r=   Zfloat32re   )rN   rA  r>   rk   rl   rR   rR   rS   Útest_specialƒ  sR   "þý
  "ÿûÿßzTestMedian.test_specialc                 C   s²  t j t jg td�¡}tƒ �!}| t¡ tt j 	|¡t j
ƒ t|jd jtu ƒ W d   ƒ n1 s2w   Y  t j t jg tdd�¡}tƒ �(}| t¡ t ddt¡ tt j 	|¡t j
ƒ t|jd jtu ƒ W d   ƒ n1 sqw   Y  t j t jg tdd�¡}tt jj	|dd�|ƒ tt jj	|d	d�|ƒ t j t jt j
tdd�¡}tjd
d��$}t ddt¡ tt jj	|dd�|ƒ t|d jtu ƒ W d   ƒ d S 1 sÒw   Y  d S )Nr9   r   rv   )r:   rK  ÚalwaysÚ r8   rˆ   r;   T)Úrecord)rM   rY   r   r	   rL   r   r…  ÚRuntimeWarningr   r   rÇ   r   ÚlogÚcategoryÚwarningsÚfilterwarningsr   Úcatch_warnings)rN   r>   r®   r?   rR   rR   rS   Ú
test_empty®  s,   
ý
ü"ýzTestMedian.test_emptyc                 C   sX   t j t  d¡¡}ttt j | t¡¡ƒt	ƒ t j
|d< ttt j | t¡¡ƒt	ƒ d S )NrÅ   r8   )rM   rY   r   r
   r   rZ   r   r  rX   rL   rÇ   )rN   ry  rR   rR   rS   Útest_objectË  s   
 zTestMedian.test_objectN)r   r€   r�   rD  rE  rG  rJ  rR  rS  rT  rV  r×   rb  r8  rd  rg  ri  rÉ   rÊ   rË   rq  rr  ru  rz  r~  r€  r‚  rŒ  r�  rR   rR   rR   rS   r@  ;  s8    &þ

	#	+r@  c                   @   s4   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ ZdS )ÚTestCovc                 C   s   t tj d¡ƒ| _d S ©Nrë   )r	   rM   rÔ   rÕ   rh   rU  rR   rR   rS   Úsetup_methodÔ  s   zTestCov.setup_methodc                 C   sZ   | j }tt |¡t|ƒƒ ttj|dd�t|dd�ƒ ttj|ddd�t|ddd�ƒ d S )NF©ÚrowvarT©r’  Úbias)rh   r   rM   r   r  rR   rR   rS   Útest_1d_without_missing×  s   ÿzTestCov.test_1d_without_missingc                 C   sb   | j  dd¡}tt |¡t|ƒƒ ttj|dd�t|dd�ƒ ttj|ddd�t|ddd�ƒ d S )Nrv   r¦   Fr‘  Tr“  )rh   r�   r   rM   r   r  rR   rR   rS   Útest_2d_without_missingß  s   ÿzTestCov.test_2d_without_missingc                 C   s>  | j }t|d< || ¡ 8 }| ¡ }tt |¡t|ƒƒ ttj|dd�t|dd�ƒ ttj|ddd�t|ddd�ƒ zt|dd� W n	 tyJ   Y nw |dd… }tt ||d d d… ¡t||d d d… ƒƒ ttj||d d d… dd�t||d d d… dd�ƒ ttj||d d d… ddd�t||d d d… ddd�ƒ d S )NrÞ   Fr‘  Tr“  ©Zallow_maskedr;   )rh   r   Úmeanrj   r   rM   r   Ú
ValueError)rN   rŸ   ÚnxrR   rR   rS   Útest_1d_with_missingç  s,   ÿÿ,ÿÿzTestCov.test_1d_with_missingc                 C   s6  | j }t|d< | dd¡}t t|ƒ¡ t¡}t ||j	¡}|| 
d¡d d …d f   d¡}tt|ƒt |¡|jd d  |d  ƒ tt|dd�tj|dd�|jd  | ƒ t |j	|¡}|| 
d¡  d¡}tt|d	d
�tj|d	d
�|jd d  |d  ƒ tt|d	dd�tj|d	dd�|jd  | ƒ d S )NrÞ   rv   r¦   r;   r   r„   T©r”  Fr‘  r“  )rh   r   r�   rM   Zlogical_notr   r  rf   r   r\  r˜  r*  r   r   r   )rN   rŸ   ZvalidÚfracZxfrR   rR   rS   Útest_2d_with_missingÿ  s8    ÿÿÿÿÿÿÿÿzTestCov.test_2d_with_missingN)r   r€   r�   r�  r•  r–  r›  rž  rR   rR   rR   rS   rŽ  Ò  s    rŽ  c                   @   sD   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ Zdd„ Zdd„ Z	dS )ÚTestCorrcoefc                 C   s(   t tj d¡ƒ| _t tj d¡ƒ| _d S r�  )r	   rM   rÔ   rÕ   rh   Údata2rU  rR   rR   rS   r�    s   zTestCorrcoef.setup_methodc                 C   sÞ   | j | j}}t |¡}t ||¡}tƒ �P}t d¡ ttt|dd� | 	td¡ t
tj|dd�t|dd�ƒ t
t|dd�|ƒ t
t||dd�|ƒ t
t|dd�|ƒ t
t||dd�|ƒ W d   ƒ d S 1 shw   Y  d S )Nrƒ  rÞ   ©Zddofúbias and ddof have no effectr   rv   ©rh   r   rM   r   r   r‰  Úsimplefilterr   r%  Úfilterr   )rN   rŸ   r    rº   Z	expected2ÚsuprR   rR   rS   Ú	test_ddof  s   

"÷zTestCorrcoef.test_ddofc                 C   s    | j | j}}t |¡}tƒ �7}t d¡ ttt||ddƒ ttt||ddƒ ttt|dd� | 	td¡ t
t|dd�|ƒ W d   ƒ d S 1 sIw   Y  d S )Nrƒ  TFrœ  r¢  r;   r£  )rN   rŸ   r    rº   r¦  rR   rR   rS   Ú	test_bias+  s   

"ùzTestCorrcoef.test_biasc                 C   sŽ   | j }tt |¡t|ƒƒ ttj|dd�t|dd�ƒ tƒ �}| td¡ ttj|ddd�t|ddd�ƒ W d   ƒ d S 1 s@w   Y  d S )NFr‘  r¢  Tr“  )rh   r   rM   r   r   r¥  r%  ©rN   rŸ   r¦  rR   rR   rS   r•  8  s   
ÿÿ"þz$TestCorrcoef.test_1d_without_missingc                 C   s–   | j  dd¡}tt |¡t|ƒƒ ttj|dd�t|dd�ƒ tƒ �}| td¡ ttj|ddd�t|ddd�ƒ W d   ƒ d S 1 sDw   Y  d S )Nrv   r¦   Fr‘  r¢  Tr“  )rh   r�   r   rM   r   r   r¥  r%  r©  rR   rR   rS   r–  C  s   
ÿÿ"þz$TestCorrcoef.test_2d_without_missingc              	   C   sÌ  | j }t|d< || ¡ 8 }| ¡ }tt |¡t|ƒƒ ttj|dd�t|dd�ƒ tƒ �}| t	d¡ ttj|ddd�t|ddd�ƒ W d   ƒ n1 sMw   Y  zt|dd� W n	 t
yc   Y nw |dd… }tt ||d d d… ¡t||d d d… ƒƒ ttj||d d d… dd�t||d d d… dd�ƒ tƒ �?}| t	d¡ tt ||d d d… ¡t||d d d… dd	�ƒ tt ||d d d… ¡t||d d d… d
d�ƒ W d   ƒ d S 1 sßw   Y  d S )NrÞ   Fr‘  r¢  Tr“  r—  r;   rœ  r8   r¡  )rh   r   r˜  rj   r   rM   r   r   r¥  r%  r™  )rN   rŸ   rš  r¦  rR   rR   rS   r›  N  sB   
ÿÿþÿ,ÿÿÿ"ûz!TestCorrcoef.test_1d_with_missingc                 C   s$  | j }t|d< | dd¡}t|ƒ}t |¡}t|d d…d d…f |d d…d d…f ƒ tƒ �Z}| td¡ tt|dd�d d…d d…f |d d…d d…f ƒ tt|dd�d d…d d…f |d d…d d…f ƒ tt|dd�d d…d d…f |d d…d d…f ƒ W d   ƒ d S 1 s‹w   Y  d S )	NrÞ   rv   r¦   r¢  rß   r¡  r;   rœ  )	rh   r   r�   r   rM   r   r   r¥  r%  )rN   rŸ   rO   rP   r¦  rR   rR   rS   rž  l  s$   
*ÿÿÿ"ùz!TestCorrcoef.test_2d_with_missingN)
r   r€   r�   r�  r§  r¨  r•  r–  r›  rž  rR   rR   rR   rS   rŸ    s    rŸ  c                   @   rÙ   )ÚTestPolynomialc                 C   s´  t j d¡}t j d¡ dd¡}tt||dƒt  ||d¡ƒ | t¡}t|d< | t¡}t |d< |d< t||d d …df dd	d
�\}}}}}t j|dd … |dd …df  	¡ dd	d
�\}}	}
}}t
|||||f||	|
||fƒD ]	\}}t||ƒ qpt||d d …df dd	d
�\}}}}}t j|dd… |dd…df dd	d
�\}}	}
}}t
|||||f||	|
||fƒD ]	\}}t||ƒ q´t||dd	d
�\}}}}}t j|dd… |dd…d d …f dd	d
�\}}	}
}}t
|||||f||	|
||fƒD ]	\}}t||ƒ qôt j d¡d }| ¡ }|dd… }|dd… }|dd… }t||dd	|d�\}}}}}t j||dd	|d�\}}	}
}}t||ƒ t
|||||f||	|
||fƒD ]
\}}t||ƒ �qMd S )Nra   r  rÞ   r8   rv   r   rD   ©rÞ   rÞ   T©rg   r;   )rg   r®   )rM   rÔ   rÕ   r�   r   r   Úviewr   r   rj   Úzipr}  r   )rN   rŸ   r    ÚCÚRÚKÚSÚDrU   rC  rm   ro   rÑ   r>   Úa_r®   ZwoZxsZysÚwsrR   rR   rS   Útest_polyfit‚  s@   

&"ÿ&&0&4&
&ÿzTestPolynomial.test_polyfitc                 C   sÜ   t j d¡}t j d¡ dd¡}t j|d< t j|d< | t¡}| t¡}t|d< t|d< t||ddd	�\}}}}}t j|d
d… |d
d…d d …f ddd	�\}}	}
}}t	|||||f||	|
||fƒD ]	\}}t
||ƒ qbd S )Nra   r  rÞ   r8   r   r«  rv   Tr¬  r;   )rM   rÔ   rÕ   r�   rÇ   r­  r   r   r   r®  r   )rN   rŸ   r    r¯  r°  r±  r²  r³  rU   rC  rm   ro   rÑ   r>   r´  rR   rR   rS   Útest_polyfit_with_masked_NaNs©  s   



4&ÿz,TestPolynomial.test_polyfit_with_masked_NaNsN)r   r€   r�   r¶  r·  rR   rR   rR   rS   rª  €  s    'rª  c                   @   sŒ   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ Zdd„ Zdd„ Z	dd„ Z
dd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd „ Zd!S )"ÚTestArraySetOpsc                 C   sn   g d¢}t |ddd�}tt|d tƒƒ t|d tg d¢g d¢d�ƒ t|d g d	¢ƒ t|d
 g d¢ƒ d S )N©r;   r;   r;   r8   r8   rv   T©Zreturn_indexZreturn_inverser   r¼   rÁ   r‡   r;   )r   rv   r{   r8   )r   r   r   r;   r;   r8   )r   r   rÏ   r   r   r   rà   rR   rR   rS   Útest_unique_onlist¼  s   z"TestArraySetOps.test_unique_onlistc                 C   sÔ   t g d¢g d¢d�}t|ddd�}t|d t g d¢g d¢d�ƒ t|d	 g d
¢ƒ t|d g d¢ƒ d|_t g d¢g d¢dd�}t|ddd�}t|d t g d¢g d¢d�ƒ t|d	 g d
¢ƒ t|d g d¢ƒ d S )Nr¹  )r   r   r;   r   r;   r   r‡   Trº  r   )r;   r8   rv   rÞ   ©r   r   r   r;   r;   )r   rv   r{   r8   r8   )r   r   rv   r;   rv   r8   rv   )rh   r=   Ú
fill_value)r   r   r   r½  rà   rR   rR   rS   Útest_unique_onmaskedarrayÅ  s   ÿz)TestArraySetOps.test_unique_onmaskedarrayc                 C   s¢   t g d¢dd�}t|ddd�}t|d t dgdgd�ƒ t|d dgƒ t|d g d¢ƒ t}t|ddd�}t|d t tƒƒ t|d dgƒ t|d dgƒ d S )	Nrê   Tr‡   rº  r   r;   r8   rÁ   )r   r   r   r   rà   rR   rR   rS   Útest_unique_allmaskedÕ  s   z%TestArraySetOps.test_unique_allmaskedc                 C   sd   t t d¡g d¢d�}tg d¢g d¢d�}t|ƒ}t||ƒ t| d¡| d¡ƒ t|j|jƒ d S )Nr{   ©r;   r   r   r   r;   r‡   )r;   r;   r;   r¦   )r;   r   r   r;   r   )r   rM   r
   r	   r$   r   r*  r=   )rN   rŸ   rP   rO   rR   rR   rS   Útest_ediff1dä  s   
zTestArraySetOps.test_ediff1dc                 C   óº   t t d¡g d¢d�}t|td�}tg d¢g d¢d�}t||ƒ t| d¡| d¡ƒ t|j|jƒ t|g d¢d�}tg d	¢g d
¢d�}t||ƒ t| d¡| d¡ƒ t|j|jƒ d S )Nr{   rÀ  r‡   )Úto_begin)r   r;   r;   r;   r¦   )r;   r;   r   r   r;   r   r¼   )r;   r8   rv   r;   r;   r;   r¦   )r   r   r   r;   r   r   r;   ©	r   rM   r
   r$   r   r	   r   r*  r=   ©rN   rŸ   rO   rP   rR   rR   rS   Útest_ediff1d_tobeginí  ó   

z$TestArraySetOps.test_ediff1d_tobeginc                 C   rÂ  )Nr{   rÀ  r‡   )Úto_end)r;   r;   r;   r¦   r   )r;   r   r   r;   r;   r   r¼   )r;   r;   r;   r¦   r;   r8   rv   )r;   r   r   r;   r   r   r   rÄ  rÅ  rR   rR   rS   Útest_ediff1d_toendü  rÇ  z"TestArraySetOps.test_ediff1d_toendc                 C   s¾   t t d¡g d¢d�}t|ttd�}tg d¢g d¢d�}t||ƒ t| d¡| d¡ƒ t|j|jƒ t|g d¢td�}tg d	¢g d
¢d�}t||ƒ t| d¡| d¡ƒ t|j|jƒ d S )Nr{   rÀ  r‡   ©rÈ  rÃ  )r   r;   r;   r;   r¦   r   )r;   r;   r   r   r;   r;   r   r¼   )r   r;   r;   r;   r¦   r;   r8   rv   )r;   r;   r   r   r;   r   r   r   rÄ  rÅ  rR   rR   rS   Útest_ediff1d_tobegin_toend  s   
ÿ
z*TestArraySetOps.test_ediff1d_tobegin_toendc                 C   sº   t  d¡}t|ƒ}tg d¢g d¢d�}t||ƒ tt|tƒƒ t| d¡| d¡ƒ t|j	|j	ƒ t|t
t
d�}tg d¢g d¢d�}tt|tƒƒ t| d¡| d¡ƒ t|j	|j	ƒ d S )	Nr{   ©r;   r;   r;   r;   ©r   r   r   r   r‡   r   rÊ  r”   r•   )rM   r
   r$   r	   r   r   rÏ   r   r*  r=   r   rÅ  rR   rR   rS   Útest_ediff1d_ndarray  s   

z$TestArraySetOps.test_ediff1d_ndarrayc                 C   sT   t g d¢g d¢d�}t g d¢g d¢d�}t||ƒ}t g d¢g d¢d�}t||ƒ d S )N)r;   rv   rv   rv   r¼  r‡   )rv   r;   r;   r;   )r;   rv   rÞ   r  )r	   r"   r   )rN   rŸ   r    rO   rP   rR   rR   rS   Útest_intersect1d+  s
   
z TestArraySetOps.test_intersect1dc                 C   s$  t g d¢g d¢d�}t g d¢g d¢d�}t||ƒ}t|t g d¢ƒƒ t g d¢g d¢d�}g d¢}t||ƒ}t|t g d¢g d	¢d�ƒ t g d
¢ƒ}t g d¢ƒ}t||ƒ}tt|tƒƒ t|g d¢ƒ t g d¢g d¢d�}t g d¢g d	¢d�}t||ƒ}tt|tƒƒ t|g d¢ƒ tg tg g ƒƒ d S )N©r;   r8   r{   rd   rÞ   ©r   r   r   r   r;   r‡   ©r;   r8   rv   r¦   r{   rÞ   r)  )rv   r¦   rd   )r;   r8   rv   r¦   r{   )rv   r¦   rd   rÞ   r¼  r¼   )rs   r{   r¦   rÎ   )r;   rt   r8   rv   )r   r;   r   r   )rs   r{   r¦   rt   )r	   r   r   r   rÏ   r   r   ©rN   r>   r?   rO   rR   rR   rS   Útest_setxor1d3  s&   



zTestArraySetOps.test_setxor1dc                 C   sº   t  d¡ g d¢¡}t  g d¢¡}d|d< t||d�}tg d¢g d¢d�}tdtd	�}d
|d< d
|d< d
|d< t||ƒ}tt|t	ƒƒ t
||ƒ t  |||j  ¡|j @ }t
||ƒ d S )NrÜ   r¬   r;   )r;   r8   r   r‡   )	r   ra   r  r  r;   rv   r¾   rã   r
  )	r   r;   r   r;   r   r;   r   r;   r   )rh   r=   r9   TrÁ   r  )r   r8   rv   )rM   r
   r�   r   r	   r}   r1   r   rÏ   r   r   r=   )rN   r>   r=   r?   ÚecrU   rÑ   rR   rR   rS   Ú	test_isinM  s    ÿ

zTestArraySetOps.test_isinc                 C   s”   t g d¢g d¢d�}t g d¢g d¢d�}t||ƒ}t|g d¢ƒ t g d¢g d¢d�}t g d¢g d	¢d�}t||ƒ}t|g d
¢ƒ tg tg g ƒƒ d S )NrÐ  rÑ  r‡   rÒ  r)  )TTTFT©r{   r{   r8   r;   rÞ   ©r;   r{   rÞ   r  )TTFTT)r	   r#   r   r   rÓ  rR   rR   rS   Ú	test_in1db  s   

zTestArraySetOps.test_in1dc                 C   s¨   t g d¢g d¢d�}t g d¢g d¢d�}tt t||ƒ¡t||dd�ƒ t g d¢g d¢d�}t g d	¢g d
¢d�}tt t||ƒ¡t||dd�ƒ tg tg g dd�ƒ d S )NrÐ  rÑ  r‡   rÒ  r)  T)Úinvertr×  rØ  r  )r	   r   rM   rÚ  r#   r   r.  rR   rR   rS   Útest_in1d_invertp  s     z TestArraySetOps.test_in1d_invertc           	      C   sÄ   t g d¢g d¢d�}t g d¢g d¢d�}t||ƒ}t g d¢g d¢d�}t||ƒ t g d¢g d¢gg d	¢g d
¢gd�}t g d¢g d¢d�}t g d¢g d¢d�}t||ƒ}t||ƒ tg tg g ƒƒ d S )N)r;   r8   r{   rd   r{   rÞ   r)  r‡   rÒ  )r;   r8   rv   r¦   r{   rd   rÞ   )r   r   r   r   r   r   r;   r  ré   rÁ   r  rÝ   rÑ  )r   r;   r8   rv   r¦   r{   )r	   r!   r   r   )	rN   r>   r?   rO   rP   rŸ   r    Zezr£   rR   rR   rS   Útest_union1d|  s   

$

zTestArraySetOps.test_union1dc                 C   s”   t g d¢g d¢d�}t g d¢ƒ}t||ƒ}t|t g d¢g d¢d�ƒ tdƒ}tdƒ}tt||ƒt dd	gƒƒ t g tjg d�}tt|g ƒjtjƒ d S )
N)rs   r{   r¦   rd   rd   r;   r8   r;   )r   r   r   r   r   r   r   r;   r‡   )r8   r¦   rv   rv   r8   r;   r{   )rs   rd   rÞ   r  ra   rt   ru   )r	   r    r   r
   rM   Zuint32r:   rÓ  rR   rR   rS   Útest_setdiff1dŽ  s   
zTestArraySetOps.test_setdiff1dc                 C   s8   t  g d¢¡}t  g d¢¡}tt||ƒt  dg¡ƒ d S )N)r>   r?   rU   )r>   r?   ro   rU   )rM   r	   r   r    r.  rR   rR   rS   Útest_setdiff1d_char_array›  s   z)TestArraySetOps.test_setdiff1d_char_arrayN)r   r€   r�   r»  r¾  r¿  rÁ  rÆ  rÉ  rË  rÎ  rÏ  rÔ  rÖ  rÙ  rÛ  rÜ  rÝ  rÞ  rR   rR   rR   rS   r¸  º  s"    		r¸  c                   @   rÙ   )ÚTestShapeBasec                 C   sn   t g d¢g d¢d�}t|ƒ}t|jdƒ t|jj|jjƒ t|jdƒ t|jj|jjƒ t|jj|jjƒ d S )Nr  r  r‡   r|  rx  )r   r   r   r   r=   rh   r.  rR   rR   rS   Útest_atleast_2d¤  s   zTestShapeBase.test_atleast_2dc                 C   s†  t dƒ}t|jdƒ t|jj|jƒ t|jj|jƒ t ddƒ}|D ]}t|jdƒ t|jj|jƒ t|jj|jƒ q!tdƒ}t|jdƒ t|jj|jƒ t|jj|jƒ tddƒ}|D ]}t|jdƒ t|jj|jƒ t|jj|jƒ q[tdƒ}t|jdƒ t|jj|jƒ t|jj|jƒ tddƒ}|D ]}t|jdƒ t|jj|jƒ t|jj|jƒ q•tdƒ}t|jdƒ t|jj|jjƒ d S )Nr„   rV   r…   rE   rê   )r   r   r   r=   rh   r   r   r2   )rN   r?   r>   rR   rR   rS   Útest_shape_scalar®  s<   


zTestShapeBase.test_shape_scalarN)r   r€   r�   rà  rá  rR   rR   rR   rS   rß  ¢  r;  rß  c                   @   rÌ   )ÚTestNDEnumeratec                 C   s‚   t  d¡ d¡}t j|td�}t||d�}ttt  |¡ƒtt|ƒƒƒ ttt|ƒƒtt|ƒƒƒ ttt|ƒƒtt|dd�ƒƒ d S )NrÄ   )r;   rv   r8   r9   r‡   F©rj   )	rM   r
   r�   Z
zeros_liker}   r   r   r  r3   )rN   ZordinaryZ
empty_maskZ	with_maskrR   rR   rS   Útest_ndenumerate_nomaskedÛ  s   
ÿ
ÿÿz)TestNDEnumerate.test_ndenumerate_nomaskedc                 C   sª   t dƒ}t dƒ}t dƒ}ttt|ƒƒg ƒ ttt|ƒƒg ƒ ttt|dd�ƒttt d¡dtg ƒƒƒ ttt|ƒƒg ƒ ttt|dd�ƒttt d¡dtg ƒƒƒ d S )NrR   )éd   r¬   Frã  rå  rÜ   )r/   r   r  r3   r®  rM   Zndindexr   )rN   r>   r?   rU   rR   rR   rS   Útest_ndenumerate_allmaskedæ  s   ÿÿz*TestNDEnumerate.test_ndenumerate_allmaskedc                 C   sˆ   t t d¡ d¡g d¢g d¢g d¢gd�}g d¢}ttt|ƒƒ|ƒ tttt|dd	�ƒƒ|jƒ t|dd	�D ]\}}t|| |ƒ q6d S )
Nrë   rv  rÌ  )r;   r;   r   r;   rÍ  r‡   ))r  rs   ))r8   r   rt   )rw  ru   )rF   ra   )r{  r¾   Frã  )	r   rM   r
   r�   r   r  r3   r\   r|   )rN   r>   ÚitemsZ
coordinateÚvaluerR   rR   rS   Útest_ndenumerate_mixedmaskedò  s   þÿÿz,TestNDEnumerate.test_ndenumerate_mixedmaskedN)r   r€   r�   rä  ræ  ré  rR   rR   rR   rS   râ  Ù  s    râ  c                   @   rÌ   )Ú	TestStackc                 C   sä   t g d¢g d¢d�}t g d¢g d¢d�}t||gdd�}t|jdƒ t|j|d jƒ t|j|d	 jƒ t||gƒ}t|j|jƒ t|j|jƒ t||gd	d�}t|jd
ƒ t|j|d d …df jƒ t|j|d d …d	f jƒ d S )Nr  r  r‡   ©ru   rt   rd   rÀ   r   rˆ   r{  r;   ©rv   r8   ©r   r4   r   r   r   r=   r5   rh   ©rN   r>   r?   rU   rÑ   rR   rR   rS   Útest_stack_1d  s   zTestStack.test_stack_1dc                 C   sÜ   t g d¢dd�}t g d¢dd�}t||gdd�}t|jdƒ t|j|d jƒ t|j|d	 jƒ t||gƒ}t|j|jƒ t|j|jƒ t||gd	d�}t|jd
ƒ t|j|d d …df jƒ t|j|d d …d	f jƒ d S )Nr  Tr‡   rë  Fr   rˆ   r{  r;   rì  rí  rî  rR   rR   rS   Útest_stack_masks  s   zTestStack.test_stack_masksc           
      C   sô  d}t j dd|¡}t j dd|¡}t j dd|¡ t¡}t j dd|¡ t¡}t||d�}t||d�}t||gdd�}d| }	t|j|	ƒ t	|j
|d j
ƒ t	|j
|d j
ƒ t||gd	d�}|d }	t|j|	ƒ t	|j
|d
 j
ƒ t	|j
|d j
ƒ d}t j dd|¡}t j dd|¡}t j dd|¡ t¡}t j dd|¡ t¡}t||d�}t||d�}t||gdd�}d| }	t|j|	ƒ t	|j
|d j
ƒ t	|j
|d j
ƒ t||gd	d�}|d }	t|j|	ƒ t	|j
|d
 j
ƒ t	|j
|d j
ƒ d S )Nrì  r   ra   r8   r‡   rˆ   r7   r;   rÞ   ).r   ).r;   )rv   r8   r¦   r{   )rM   rÔ   Úrandintr  r}   r   r4   r   r   r   r=   )
rN   ZshpZd1Zd2r¡   r¢   Za1r  rU   Zc_shprR   rR   rS   Útest_stack_nd%  sD   zTestStack.test_stack_ndN)r   r€   r�   rï  rð  rò  rR   rR   rR   rS   rê  ÿ  s    rê  )NÚ__doc__r‰  rL  rÉ   ÚnumpyrM   Znumpy.core.numericr   Znumpy.testingr   r   Znumpy.ma.testutilsr   r   r   r   Znumpy.ma.corer	   r
   r   r   r   r   r   r   r   r   r   Znumpy.ma.extrasr   r   r   r   r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r‚   rÍ   rÚ   rç   r3  r<  r@  rŽ  rŸ  rª  r¸  rß  râ  rê  rR   rR   rR   rS   Ú<module>   sB   4�
  O,F  4   Ck: i7&