o
    Ô­jj$ ã                   @   sò  d Z ddlZddlZddlZddlZddlmZ ddlm	Z	m
Z
 ddlmZmZmZmZ ddlmZmZmZmZmZmZmZmZmZmZmZ ddlmZmZmZm Z m!Z!m"Z"m#Z#m$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@   ©Úbbr@   ©r;   rE   )r/   Úfloatr	   r   Únpr:   )ÚselfÚtestÚcontrolÚdt© rS   úW/var/www/html/CropPilot/venv/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   rS   ©rN   r:   ÚobjectÚmar/   r   ÚtypeÚcorer   Úlenr   Ú_fill_value©rO   Úmy_dtypeÚ
masked_arrrS   rS   rT   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?   rW   r;   rE   rS   rX   r_   rS   rS   rT   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
   rd   rG   rH   rJ   rL   )r	   rM   r0   r   rN   r:   )rO   ÚbaserP   rQ   rR   rS   rS   rT   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rangerN   r
   ÚintÚfullr   r=   ÚdataÚsumr+   r   Ú
compressed)	rO   r@   ÚiÚjÚkÚjar>   ÚsÚslrS   rS   rT   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 )Nrd   ©r   r;   r8   é   é   é	   r   é   rv   rg   rw   )r   rN   r
   r   r*   Úslicer   rt   ©rO   r>   rP   rQ   rS   rS   rT   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 )Nrd   ru   ry   rv   rg   rw   )r   rN   r
   r   r+   rz   r   rt   r{   rS   rS   rT   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 )	Nrd   r   r9   ry   rw   é   rv   rx   )
r
   r,   r   rz   ÚsizerN   r   Úboolr=   r   )rO   r>   rP   rS   rS   rT   Útest_flatnotmasked_contiguous“   s   z)TestGeneric.test_flatnotmasked_contiguousN)Ú__name__Ú
__module__Ú__qualname__rU   rb   rc   rf   rt   r|   r}   r�   rS   rS   rS   rT   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=   rˆ   r   ©Úaxis)r‡   r‡   rˆ   r‡   ©ÚweightsT©rŽ   Úreturnedç      @r8   r;   r†   ©rŒ   r�   r‡   )r	   r   r   r   r   r=   Úreshape)rO   ÚottÚresultÚwtsrS   rS   rT   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;   rv   r9   r   r‹   ç      @)rŒ   rŽ   rˆ   r‰   ç      (@r;   r�   g«ªªªªª
@)r†   r‡   rˆ   r‰   r‘   ç      $@)r   r   r;   r;   r   r   )r   r;   r;   r;   r;   r;   Tr†   )r†   r‡   ç     ÀX@r�   r‘   g      @ç      @)r†   r‡   r�   r�   r‘   rœ   )r
   rN   Úfloat_r   r   r	   ÚaddÚreducer   r   r   r=   r   )rO   Úw1Úw2ÚxÚyÚm1Úm2Úm3Úm4Úm5ÚzrS   rS   rT   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 )Nrv   ry   r;   Tr’   )r8   r8   ry   r   ©rŒ   rŽ   r�   )r�   r�   r8   é   Fr‹   ç      à?r‰   r‡   g«ªªªªª@ç      ø?r‘   )r
   r   r   r   r   r	   rM   r   )rO   r>   r?   Úr1r¢   Úr2r£   Úa2dÚa2dmÚa2daÚa2dmarS   rS   rT   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   ry   r®   ry   r;   FTrŠ   )r®   r~   rv   )rŽ   rŒ   Úkeepdimsrˆ   r‰   r‘   )rN   r	   r“   rZ   r   r   r   )rO   r¤   r?   ÚwÚactualÚdesiredrS   rS   rT   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   ry   r®   ©FFTTrŠ   )r   r	   r   ©rO   r>   rS   rS   rT   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      @      @rŠ   r   r‹   rÂ   r;   )r¯   r‡   rˆ   r‡   r¯   )r‡   r‡   r‡   r‡   r‡   r�   ©rŽ   rŒ   )	rN   r	   r€   r   r   rm   r   ÚrealÚimag)rO   r=   r>   ÚavÚexpectedÚav0Ú	expected0Úav1Ú	expected1r–   ÚwavÚwav0Úwav1rS   rS   rT   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   ry   Nrˆ   )ry   r®   r;   g      ü?ç       @)r;   r8   r~   )r;   rv   é   r   )r‡   r‘   rÑ   r;   ry   )r‡   rž   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)rŒ   r¹   )rŒ   rŽ   r¹   )rŒ   rŽ   r�   r¹   )rN   rZ   r   r   r   )
rO   r¤   rŒ   Úexpected_avgrŽ   Úexpected_wavgÚexpected_wsumÚavgÚwavgÚwsumrS   rS   rT   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 )Nrx   ry   ©r;   r   r   ©r   r   r   rŠ   )r~   é   é   Fr   r­   )ç      @g     à@g     à@)rÞ   g0�­N@g0�­N@)r‡   rˆ   r‰   r‘   r¾   r;   r�   r°   )rž   rÞ   ç      @rÑ   )g      "@r‡   rˆ   r‰   )FTTF)TFTT)TFTFrÃ   r‡   ç      @)rN   rZ   r	   r
   r“   r   r   r   Únanr   r=   )	rO   r>   Úweights_unmaskedÚweights_maskedÚavg_unmaskedÚexpected_unmaskedÚ
avg_maskedÚexpected_maskedÚavg_expectedrS   rS   rT   Útest_masked_weightsH  sD   ÿÿ

ÿ
ýýü
ÿ
zTestAverage.test_masked_weights)r‚   rƒ   r„   r—   r¬   r·   r½   rÀ   rÏ   ÚpytestÚmarkÚparametrizerÙ   ré   rS   rS   rS   rT   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   ry   r®   r~   rv   r~   )r;   r   r   r   r   rŠ   r   )r;   r;   r;   r;   r;   r   r   r;   r;   r;   r;   r;   )	r   r   r	   r   r   r   Ú
isinstancer   r=   )rO   r?   ÚmÚdrV   rS   rS   rT   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   rŠ   Ú1)r~   rd   )rd   r~   )rN   ÚrandomÚrandÚroundr   r   r   r   r   r=   Úr_)rO   Úa_1Úa_2Úm_1Úm_2Úb_1Úb_2rò   rS   rS   rT   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   rN   rZ   r   r   r=   rk   )rO   r»   rS   rS   rT   Útest_masked_constant–  s   z%TestConcatenator.test_masked_constantN)r‚   rƒ   r„   ró   rÿ   r   rS   rS   rS   rT   rî   t  s    rî   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   rŠ   r   é   ©r   r;   r8   ry   r®   r;   )ry   ry   ry   r®   r®   )r   r   r8   r   ry   )r®   r8   r®   r®   r®   )r®   r®   r®   r®   r®   éÿÿÿÿéþÿÿÿ)r;   r;   r8   r®   r®   )r   r;   r8   r®   )r   r   r8   ry   )r®   r8   r®   r®   )r   rN   r
   r“   r.   r   rk   r   ©rO   rk   rP   rS   rS   rT   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 )Nr  ry   rw   )r   r   r   r   r;   r;   r;   r;   )r;   r;   r;   r;   r;   r;   r;   r;   )r   r   r   r   r   r   r;   r   rŠ   r   r®   é   é   é   r;   r8   rv   rg   )r   rN   r
   r“   r-   r   rz   )rO   r>   ÚtmprS   rS   rT   Útest_contiguousÅ  s:   þÿ



ý
ø

ýzTestNotMasked.test_contiguousN)r‚   rƒ   r„   r	  r  rS   rS   rS   rT   r     s    "r  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<   ry   r®   r~   ©ry   r®   r~   T©r;   r;   r;   rŠ   )r   r8   ry   r®   )rd   é   é   é   )é   é   é   é   )é(   é*   é+   é,   )é2   é4   é5   é6   )é7   é9   é:   é;   r   r  )r~   rv   rg   rw   rx   )rd   rÒ   r  r  r  )r  r
  r  r  r  )r  é)   r  r  r  )é-   é.   é/   é0   é1   )r  é3   r  r   r!  )r"  é8   r#  r$  r%  r;   )é   é   r  r  r  )é   rÝ   é    é!   é"   )é#   é$   é%   é&   é'   rW   r  )r  r8   )r~   rg   rw   rx   )r.  r  r  r  )r  é   rÜ   é   )r0  r1  r2  r3  )r4  r6  r7  r8  )r'  r)  r*  r+  r7   r  )r  ©r   r;   )r   r  ©r;   r8   )r  r8   )r;   r  )r  r  ©r   r8   )r   r  )
rN   r	   Úlistrh   r“   r   Úastyper€   r'   r   )rO   r¤   rñ   r>   Úa2Úa3Úa4rS   rS   rT   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 )Nrx   ry   rÚ   rÛ   rŠ   r®   r~   rg   rw   r   r  )rv   rg   rw   r;   r8   ©r   r;   r   rv   ©r   r;   r8   ©r   r   r;   )r	   rN   r
   r“   r   r(   Ú_datar   ©rO   r¤   rS   rS   rT   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 )Nrx   ry   rÚ   rÛ   rŠ   r  r   r;   rD  )r;   r;   r   rF  )r	   rN   r
   r“   r   r)   r=   rG  r   Úallr   rH  rS   rS   rT   Útest_mask_rowcolsl  sN   ÿ
ÿÿÿ 
ÿÿÿ 
ÿÿÿ z'TestCompressFunctions.test_mask_rowcolsrŒ   )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 )Nrx   ry   rÚ   rÛ   rŠ   r‹   )r	   rN   r
   r“   r   ÚDeprecationWarningr   r)   )rO   rŒ   rL  rM  r¤   ÚresrS   rS   rT   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;   rg   )r;   r   r   r   r   r   rŠ   r8   ry   T)Ústrictr   r  rÚ   F©r   r   r   r   r   r;   rF  )r   r   r   r   r   r   )r   r   r;   r   r   r   rw   rž   )	rN   r
   r   r“   r   r   r=   Úfilledr   )rO   Únrñ   r>   r?   rV   rS   rS   rT   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 )Nry   )rN   Úeyer	   r   r[   r   r   ©rO   r>   r?   rS   rS   rT   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 )Nry   )ry   ry   ©Úout)r	   rN   rV  r   r   r   r   )rO   r>   rZ  rO  rS   rS   rT   Útest_dot_out  s
   z"TestCompressFunctions.test_dot_outN)r‚   rƒ   r„   rC  rI  rK  rê   rë   rì   rN   rZ   Ú	mask_rowsÚ	mask_colsrP  rU  rX  r[  rS   rS   rS   rT   r  æ  s    p ÿ	o	r  c                   @   r  )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   ry   c                 S   s   | d S ©Nr;   rS   )r?   rS   rS   rT   Úmyfunc  s   z*TestApplyAlongAxis.test_3d.<locals>.myfuncr;   r®   rg   rd   ©r
   r“   r&   r   ©rO   r>   r`  ÚxarS   rS   rT   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 )Nr  r8   ry   r   c                 S   s   | d|  S r_  rS   )r?   ÚoffsetrS   rS   rT   r`  '  s   z1TestApplyAlongAxis.test_3d_kwargs.<locals>.myfuncr;   )re  r~   rw   rÒ   )r   ra  rb  rS   rS   rT   Útest_3d_kwargs$  s   
z!TestApplyAlongAxis.test_3d_kwargsN)r‚   rƒ   r„   rd  rf  rS   rS   rS   rT   r^    ó    
r^  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 )Nr  r8   ry   r®   r   r  é\   é|   rÜ   r  )
r
   r“   r%   rN   rl   r	   r   r   r?  r€   )rO   r>   rP   ÚctrlrS   rS   rT   Ú
test_basic0  s   
zTestApplyOverAxes.test_basicN)r‚   rƒ   r„   rl  rS   rS   rS   rT   rh  .  s    rh  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$d%„ Zd&d'„ Zd(d)„ Zd*d+„ Zd,d-„ Zd.d/„ Zd0d1„ Zd2S )3Ú
TestMedianc                 C   s4   t jjt jt jgt jt jggdd�}t|t jƒ d S )Nr  r‹   )rN   rZ   r   Úinfr   ©rO   ÚrrS   rS   rT   Útest_pytype<  s   $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 )Nr  r‹   TrŠ   )rN   rZ   r   r   rn  r   r=   ro  rS   rS   rT   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 )Nrx   r‘   rw   rà   r~   rž   éH   r   r‹   r;   g      R@)
rN   r
   r   rZ   r   r   r[   r   rh   r“   rH  rS   rS   rT   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.medianrw   r   r®   r;   rŠ   r°   rS   úshape mismatchrd   r8   r~   rv   rš   r  T©rŒ   Úoverwrite_inputrˆ   rž   r7   N)r	   rN   r
   r   rZ   r   r   r   r[   r   r“   )rO   r¤   Úma_xrS   rS   rT   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=   FTrv  )
rh   r	   Ú	itertoolsÚproductrN   rZ   r   Ú	ExceptionÚAssertionErrorÚ	AxisError)rO   Úmsgrz  r=   r¤   ÚargsrŒ   ÚoverrS   rS   rT   Útest_axis_argument_errorsv  s,   ÿÿúóÿz$TestMedian.test_axis_argument_errorsc                 C   sD   t ddd�}ttj |¡dƒ t ddd�}ttj |¡tjjƒ d S )Nr;   FrŠ   T)r	   r   rN   rZ   r   r   rH  rS   rS   rT   Útest_masked_0dŽ  s   zTestMedian.test_masked_0dc                 C   s¶  t t d¡dd�}ttj |¡tjjƒ ttj |¡jddƒ tt	tj |¡ƒtjj
ju ƒ t t d¡dd�}ttj |¡dƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡d	ƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d
¢d�}ttj |¡dƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡dƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡dƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡d	ƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ t t d¡g d¢d�}ttj |¡d	ƒ ttj |¡jddƒ tt	tj |¡ƒtuƒ d S )Nr~   TrŠ   rS   ru  Frˆ   rÁ   rš   )r   r;   r;   r;   r;   r†   )r   r;   r;   r   r   r‰   rž   rv   r˜   rÞ   )r	   rN   r
   r   rZ   r   r   r   r   r[   r\   ÚMaskedConstantr   rH  rS   rS   rT   Útest_masked_1d•  s@   zTestMedian.test_masked_1dc                 C   sB   t tj tg d¢g d¢d�¡jtj tg d¢g d¢d�¡jƒ d S )NrÐ   rÛ   rŠ   rD  )r   rN   rZ   r   r	   r   ©rO   rS   rS   rT   Útest_1d_shape_consistency»  s   ÿz$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   r0  ç      ð¿r‡   rd   éöÿÿÿr9   r   r;   r‹   )r   rN   Úlinspacer   ÚemptyrM   r
   r]   rh   rõ   Úshuffler   r   r   ÚT)rO   rT  Úpr¤   r«   Úidxrn   rS   rS   rT   rÿ   ¿  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 )Nr0  rd   ry   éýÿÿÿç      -@r   r‹   )ç      +@r“  g      /@r;   )
r   r   r   rd   r  r
  r  r   r   r   )
r;   r;   r;   r   r   r   r   r;   r;   r;   )r   rN   r
   r“   r   r   r   r   r[   rZ   r   r=   rH  rS   rS   rT   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 )Nr  ry   r®   r8   r   r  rx   rv   r  r  )r®   ry   r8   éc   rd   rÒ   r  r  r~   rw   r
  r  )rN   rZ   r
   r“   r   r   r   r   rH  rS   rS   rT   rd  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 )Nr0  rd   ry   r’  r  r‹   r;   )r   rN   r
   r“   r   r   r   rH  rS   rS   rT   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)r0  ç      >@rÝ   g      ?@ry   r’  rS   rY  r0  r“  g      .@)
r   rN   r
   r   r   r   r   r   r[   r   )rO   Úvr¤   rZ  rp  rS   rS   rT   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)r  g      D@r0  r˜  rd   r  ry   r’  r;   )rŒ   rZ  r0  r†   )rd   r  r
  r  TFr®   rŠ   )r”  g     €1@g     €5@g     €9@)r   rN   r
   r“   r   r   r   r   r   r[   r   )rO   r™  r¤   rZ  rp  ÚerS   rS   rT   Útest_outù  s    ÿÿ
ózTestMedian.test_outrŒ   )Nr;   rW   r;  )r’  r  )ÚargnamesÚ	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)ry   r~   rg   rÒ   r9   )r®   éÈ   rŠ   rW   c                 3   s&   � | ]}|ˆ v r
d nˆj | V  qdS )r;   N)r   )Ú.0rn   ©Ú	axis_normrò   rS   rT   Ú	<genexpr>  s   € 
ÿz/TestMedian.test_keepdims_out.<locals>.<genexpr>T)rŒ   r¹   rZ  )rN   r   r€   rõ   r	   r   r?  Úintprá   Útupler   r   Úndimr   rh   r�  r   r   )rO   rŒ   r=   rº   Ú	shape_outrZ  r•   rS   r¡  rT   Útest_keepdims_out
  s   $ÿzTestMedian.test_keepdims_outc                 C   sF   ddgddgddgg}t j |d¡}ddg}tt jj|dd�|ƒ d S )Nr‡   r†   r‰   r   r‹   )rN   rZ   Úmasked_equalr   r   )rO   rk   ra   rÇ   rS   rS   rT   Ú$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 )NFrv   r9   r;   ry   rÐ   r‹   r   r8   r  r°   )rN   r   r€   rZ   r	   rá   r=   r   r   Úisscalarr   Úravelr   r[   r   r   )rO   r=   Údmrp  rS   rS   rT   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®   ©ry   r®   ©r8   r;   rF   r   rY  ©ry   r;   rS   )	rN   rZ   r   r   r   rá   r   r   r   )rO   Úorò   rS   rS   rT   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 )Nr  r9   ry   r8   r   r‹   r®   r;   rÐ   )r;   r;   r8   ©r8   ry   r<  ©r;   ry   r=  )rN   rZ   r   r
   rM   r   rá   r   r   r“   r   r=   Úcopyr   r«  r   )rO   r>   Úaorigr?   rS   rS   rT   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)ry   ry   éÿ   r9   ry   rŠ   r;   r‹   r¹  Fr   )rN   r	   Úuint8rZ   r   r   r   r=   r¿   rS   rS   rT   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 )NrŠ   r   r‹   r;   Frg   i÷ÿÿÿr‹  r~   r®   r9   r‘   rß   rž   g      @g      $Àg      "Àg      ÀrŠ  rd   r8   )rN   rn  r	   rá   rZ   r   Úisnanr   r   r   r=   Úfloat32rh   )rO   rn  r>   rn   ro   rS   rS   rT   Útest_specialƒ  sR   "þý
  "ÿûÿßzTestMedian.test_specialc                 C   s²  t j t jg td�¡}tƒ �!}| t¡ tt j 	|¡t j
ƒ t|jd jtu ƒ W d   ƒ n1 s2w   Y  t j t jg tdd�¡}tƒ �(}| t¡ t ddt¡ tt j 	|¡t j
ƒ t|jd jtu ƒ W d   ƒ n1 sqw   Y  t j t jg tdd�¡}tt jj	|dd�|ƒ tt jj	|d	d�|ƒ t j t jt j
tdd�¡}tjd
d��$}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   ry   )r:   rz  ÚalwaysÚ r8   r‹   r;   T)Úrecord)rN   rZ   r   r	   rM   r   rÁ  ÚRuntimeWarningr   r   rá   r   ÚlogÚcategoryÚwarningsÚfilterwarningsr   Úcatch_warnings)rO   r>   rº   r?   rS   rS   rT   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 )Nrß   r8   )rN   rZ   r   r
   r   r[   r   r?  rY   rM   rá   )rO   r²  rS   rS   rT   Útest_objectË  s   
 zTestMedian.test_objectN)r‚   rƒ   r„   rq  rr  rt  ry  rƒ  r„  r†  rˆ  rÿ   r•  rd  r—  rš  rœ  rê   rë   rì   r¨  rª  r®  r³  r¸  r»  r¾  rÈ  rÉ  rS   rS   rS   rT   rm  ;  s8    &þ

	#	+rm  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 ©Nr  )r	   rN   rõ   rö   rk   r‡  rS   rS   rT   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©rÎ  Úbias)rk   r   rN   r   rH  rS   rS   rT   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 )Nry   r®   FrÍ  TrÏ  )rk   r“   r   rN   r   rH  rS   rS   rT   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 )Nr  FrÍ  TrÏ  ©Úallow_maskedr;   )rk   r   Úmeanrm   r   rN   r   Ú
ValueError)rO   r¤   ÚnxrS   rS   rT   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 )Nr  ry   r®   r;   r   r‡   T©rÐ  FrÍ  rÏ  )rk   r   r“   rN   Úlogical_notr   r?  ri   r   r�  rÕ  rS  r   r   r   )rO   r¤   ÚvalidÚfracÚxfrS   rS   rT   Útest_2d_with_missingÿ  s8    ÿÿÿÿÿÿÿÿzTestCov.test_2d_with_missingN)r‚   rƒ   r„   rÌ  rÑ  rÒ  rØ  rÞ  rS   rS   rS   rT   rÊ  Ò  s    rÊ  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 rË  )r	   rN   rõ   rö   rk   Údata2r‡  rS   rS   rT   rÌ    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 )Nr¿  r  ©Úddofúbias and ddof have no effectr   ry   ©rk   rà  rN   r   r   rÅ  Úsimplefilterr   rN  Úfilterr   )rO   r¤   r¥   rÇ   Ú	expected2ÚsuprS   rS   rT   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 )Nr¿  TFrÙ  rã  r;   rä  )rO   r¤   r¥   rÇ   rè  rS   rS   rT   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 )NFrÍ  rã  TrÏ  )rk   r   rN   r   r   ræ  rN  ©rO   r¤   rè  rS   rS   rT   rÑ  8  s   
ÿÿ"þz$TestCorrcoef.test_1d_without_missingc                 C   s–   | j  dd¡}tt |¡t|ƒƒ ttj|dd�t|dd�ƒ tƒ �}| td¡ ttj|ddd�t|ddd�ƒ W d   ƒ d S 1 sDw   Y  d S )Nry   r®   FrÍ  rã  TrÏ  )rk   r“   r   rN   r   r   ræ  rN  rë  rS   rS   rT   rÒ  C  s   
ÿÿ"þz$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 )Nr  FrÍ  rã  TrÏ  rÓ  r;   rÙ  r8   rá  )rk   r   rÕ  rm   r   rN   r   r   ræ  rN  rÖ  )rO   r¤   r×  rè  rS   rS   rT   rØ  N  sB   
ÿÿþÿ,ÿÿÿ"ûz!TestCorrcoef.test_1d_with_missingc                 C   s$  | j }t|d< | dd¡}t|ƒ}t |¡}t|d d…d d…f |d d…d d…f ƒ tƒ �Z}| td¡ tt|dd�d d…d d…f |d d…d d…f ƒ tt|dd�d d…d d…f |d d…d d…f ƒ tt|dd�d d…d d…f |d d…d d…f ƒ W d   ƒ d S 1 s‹w   Y  d S )	Nr  ry   r®   rã  r  rá  r;   rÙ  )	rk   r   r“   r   rN   r   r   ræ  rN  )rO   r¤   rP   rQ   rè  rS   rS   rT   rÞ  l  s$   
*ÿÿÿ"ùz!TestCorrcoef.test_2d_with_missingN)
r‚   rƒ   r„   rÌ  ré  rê  rÑ  rÒ  rØ  rÞ  rS   rS   rS   rT   rß    s    rß  c                   @   r  )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 )Nrd   r.  r  r8   ry   r   rD   ©r  r  T©rj   r;   )rj   rº   )rN   rõ   rö   r“   r   r   Úviewr   r   rm   Úzipr¶  r   )rO   r¤   r¥   ÚCÚRÚKÚSÚDrV   rp  rp   rr   rò   r>   Úa_rº   ÚwoÚxsÚysÚwsrS   rS   rT   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 )Nrd   r.  r  r8   r   rí  ry   Trî  r;   )rN   rõ   rö   r“   rá   rï  r   r   r   rð  r   )rO   r¤   r¥   rñ  rò  ró  rô  rõ  rV   rp  rp   rr   rò   r>   rö  rS   rS   rT   Útest_polyfit_with_masked_NaNs©  s   



4&ÿz,TestPolynomial.test_polyfit_with_masked_NaNsN)r‚   rƒ   r„   rû  rü  rS   rS   rS   rT   rì  €  s    'rì  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   ry   T©Úreturn_indexÚreturn_inverser   rÐ   rÛ   rŠ   r;   )r   ry   r~   r8   )r   r   r   r;   r;   r8   )r   r   rð   r   r   r   r  rS   rS   rT   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 )Nrþ  )r   r   r;   r   r;   r   rŠ   Trÿ  r   )r;   r8   ry   r  ©r   r   r   r;   r;   )r   ry   r~   r8   r8   )r   r   ry   r;   ry   r8   ry   )rk   r=   Ú
fill_value)r   r   r   r  r  rS   rS   rT   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 )	Nr  TrŠ   rÿ  r   r;   r8   rÛ   )r   r   r   r   r  rS   rS   rT   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;   rŠ   )r;   r;   r;   r®   )r;   r   r   r;   r   )r   rN   r
   r	   r$   r   rS  r=   )rO   r¤   rQ   rP   rS   rS   rT   Útest_ediff1dä  s   
zTestArraySetOps.test_ediff1dc                 C   óº   t t d¡g d¢d�}t|td�}tg d¢g d¢d�}t||ƒ t| d¡| d¡ƒ t|j|jƒ t|g d¢d�}tg d	¢g d
¢d�}t||ƒ t| d¡| d¡ƒ t|j|jƒ d S )Nr~   r  rŠ   )Úto_begin)r   r;   r;   r;   r®   )r;   r;   r   r   r;   r   rÐ   )r;   r8   ry   r;   r;   r;   r®   )r   r   r   r;   r   r   r;   ©	r   rN   r
   r$   r   r	   r   rS  r=   ©rO   r¤   rP   rQ   rS   rS   rT   Útest_ediff1d_tobeginí  ó   

z$TestArraySetOps.test_ediff1d_tobeginc                 C   r	  )Nr~   r  rŠ   )Úto_end)r;   r;   r;   r®   r   )r;   r   r   r;   r;   r   rÐ   )r;   r;   r;   r®   r;   r8   ry   )r;   r   r   r;   r   r   r   r  r  rS   rS   rT   Útest_ediff1d_toendü  r  z"TestArraySetOps.test_ediff1d_toendc                 C   s¾   t t d¡g d¢d�}t|ttd�}tg d¢g d¢d�}t||ƒ t| d¡| d¡ƒ t|j|jƒ t|g d¢td�}tg d	¢g d
¢d�}t||ƒ t| d¡| d¡ƒ t|j|jƒ d S )Nr~   r  rŠ   ©r  r
  )r   r;   r;   r;   r®   r   )r;   r;   r   r   r;   r;   r   rÐ   )r   r;   r;   r;   r®   r;   r8   ry   )r;   r;   r   r   r;   r   r   r   r  r  rS   rS   rT   Útest_ediff1d_tobegin_toend  s   
ÿ
z*TestArraySetOps.test_ediff1d_tobegin_toendc                 C   sº   t  d¡}t|ƒ}tg d¢g d¢d�}t||ƒ tt|tƒƒ t| d¡| d¡ƒ t|j	|j	ƒ t|t
t
d�}tg d¢g d¢d�}tt|tƒƒ t| d¡| d¡ƒ t|j	|j	ƒ d S )	Nr~   ©r;   r;   r;   r;   ©r   r   r   r   rŠ   r   r  r˜   r™   )rN   r
   r$   r	   r   r   rð   r   rS  r=   r   r  rS   rS   rT   Útest_ediff1d_ndarray  s   

z$TestArraySetOps.test_ediff1d_ndarrayc                 C   sT   t g d¢g d¢d�}t g d¢g d¢d�}t||ƒ}t g d¢g d¢d�}t||ƒ d S )N)r;   ry   ry   ry   r  rŠ   )ry   r;   r;   r;   )r;   ry   r  rF  )r	   r"   r   )rO   r¤   r¥   rP   rQ   rS   rS   rT   Útest_intersect1d+  s
   
z TestArraySetOps.test_intersect1dc                 C   s$  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~   rg   r  ©r   r   r   r   r;   rŠ   ©r;   r8   ry   r®   r~   r  rR  )ry   r®   rg   )r;   r8   ry   r®   r~   )ry   r®   rg   r  r  rÐ   )rv   r~   r®   rï   )r;   rw   r8   ry   )r   r;   r   r   )rv   r~   r®   rw   )r	   r   r   r   rð   r   r   ©rO   r>   r?   rP   rS   rS   rT   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 )Nr  r¸   r;   )r;   r8   r   rŠ   )	r   rd   r.  r0  r;   ry   rÒ   r  r2  )	r   r;   r   r;   r   r;   r   r;   r   )rk   r=   r9   TrÛ   rF  )r   r8   ry   )rN   r
   r“   r   r	   r€   r1   r   rð   r   r   r=   )rO   r>   r=   r?   ÚecrV   rò   rS   rS   rT   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 )Nr  r  rŠ   r  rR  )TTTFT©r~   r~   r8   r;   r  ©r;   r~   r  rF  )TTFTT)r	   r#   r   r   r  rS   rS   rT   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 )Nr  r  rŠ   r  rR  T)Úinvertr  r  rF  )r	   r   rN   r!  r#   r   rW  rS   rS   rT   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~   rg   r~   r  rR  rŠ   r  )r;   r8   ry   r®   r~   rg   r  )r   r   r   r   r   r   r;   rE  r  rÛ   rF  r  r  )r   r;   r8   ry   r®   r~   )r	   r!   r   r   )	rO   r>   r?   rP   rQ   r¤   r¥   Úezr«   rS   rS   rT   Útest_union1d|  s   

$

zTestArraySetOps.test_union1dc                 C   s”   t g d¢g d¢d�}t g d¢ƒ}t||ƒ}t|t g d¢g d¢d�ƒ tdƒ}tdƒ}tt||ƒt dd	gƒƒ t g tjg d�}tt|g ƒjtjƒ d S )
N)rv   r~   r®   rg   rg   r;   r8   r;   )r   r   r   r   r   r   r   r;   rŠ   )r8   r®   ry   ry   r8   r;   r~   )rv   rg   r  rF  rd   rw   rx   )r	   r    r   r
   rN   Úuint32r:   r  rS   rS   rT   Útest_setdiff1dŽ  s   
zTestArraySetOps.test_setdiff1dc                 C   s8   t  g d¢¡}t  g d¢¡}tt||ƒt  dg¡ƒ d S )N)r>   r?   rV   )r>   r?   rr   rV   )rN   r	   r   r    rW  rS   rS   rT   Útest_setdiff1d_char_array›  s   z)TestArraySetOps.test_setdiff1d_char_arrayN)r‚   rƒ   r„   r  r  r  r  r  r  r  r  r  r  r  r   r"  r$  r&  r'  rS   rS   rS   rT   rý  º  s"    		rý  c                   @   r  )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 )NrE  rD  rŠ   rµ  r±  )r   r   r   r   r=   rk   rW  rS   rS   rT   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‡   rW   rˆ   rE   r  )r   r   r   r=   rk   r   r   r2   )rO   r?   r>   rS   rS   rT   Útest_shape_scalar®  s<   


zTestShapeBase.test_shape_scalarN)r‚   rƒ   r„   r)  r*  rS   rS   rS   rT   r(  ¢  rg  r(  c                   @   rí   )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 )NrÞ   )r;   ry   r8   r9   rŠ   F©rm   )	rN   r
   r“   Ú
zeros_liker€   r   r   r>  r3   )rO   ÚordinaryÚ
empty_maskÚ	with_maskrS   rS   rT   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 )NrS   )éd   r¸   Fr,  r2  r  )r/   r   r>  r3   rð  rN   Úndindexr   )rO   r>   r?   rV   rS   rS   rT   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 )
Nr  r¯  r  )r;   r;   r   r;   r  rŠ   ))r<  rv   ))r8   r   rw   )r°  rx   )rF   rd   )r´  rÒ   Fr,  )	r   rN   r
   r“   r   r>  r3   r]   r   )rO   r>   ÚitemsÚ
coordinateÚvaluerS   rS   rT   Útest_ndenumerate_mixedmaskedò  s   þÿÿz,TestNDEnumerate.test_ndenumerate_mixedmaskedN)r‚   rƒ   r„   r1  r4  r8  rS   rS   rS   rT   r+  Ù  s    r+  c                   @   rí   )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 )NrE  rD  rŠ   ©rx   rw   rg   rÚ   r   r‹   r´  r;   ©ry   r8   ©r   r4   r   r   r   r=   r5   rk   ©rO   r>   r?   rV   rò   rS   rS   rT   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 )NrE  TrŠ   r:  Fr   r‹   r´  r;   r;  r<  r=  rS   rS   rT   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 )Nr;  r   rd   r8   rŠ   r‹   r7   r;   r  ).r   ).r;   )ry   r8   r®   r~   )rN   rõ   Úrandintr?  r€   r   r4   r   r   r   r=   )
rO   ÚshpÚd1Úd2r¦   r§   Úa1r@  rV   Úc_shprS   rS   rT   Útest_stack_nd%  sD   zTestStack.test_stack_ndN)r‚   rƒ   r„   r>  r?  rF  rS   rS   rS   rT   r9  ÿ  s    r9  )NÚ__doc__rÅ  r{  rê   ÚnumpyrN   Únumpy.core.numericr   Únumpy.testingr   r   Únumpy.ma.testutilsr   r   r   r   Únumpy.ma.corer	   r
   r   r   r   r   r   r   r   r   r   Ú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…   rî   r  r  r^  rh  rm  rÊ  rß  rì  rý  r(  r+  r9  rS   rS   rS   rT   Ú<module>   sB   4�
  O,F  4   Ck: i7&