a
    ç´«jñ  ã                   @   sØ  d dl mZ d dlZd dlZd dlZd dlm  mZ d dl	m  m
Z
 d dl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"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>m?Z?m@Z@mAZAmBZBmCZCmDZDmEZEmFZFmGZGmHZHmIZImJZJmKZKmLZLmMZMmNZNmOZOmPZPmQZQmRZRmSZSmTZTmUZUmVZVmWZWmXZXmYZYmZZZ ej[Z[dfdd„Z\G dd	„ d	ƒZ]G d
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less_equalÚlogÚlog10Ú	make_maskÚmaskedÚmasked_arrayÚmasked_equalÚmasked_greaterÚmasked_greater_equalÚmasked_insideÚmasked_lessÚmasked_less_equalÚmasked_not_equalÚmasked_outsideÚmasked_print_optionÚmasked_valuesÚmasked_whereÚmaximumÚminimumÚmultiplyÚnomaskÚnonzeroÚ	not_equalÚonesÚouterÚproductÚputÚravelÚrepeatÚresizeÚshapeÚsinÚsinhÚsometrueÚsortÚsqrtÚsubtractÚsumÚtakeÚtanÚtanhÚ	transposeÚwhereÚzerosÚ c                 C   s,   t | |ƒ}|s(td|› d| › d|› �ƒ |S )NzNot eq:Ú
z
----)r   Úprint)ÚvÚwÚmsgÚresult© rX   úY/var/www/html/laksyashrimp/venv/lib/python3.9/site-packages/numpy/ma/tests/test_old_ma.pyÚeq   s    
rZ   c                   @   s  e Zd Zdd„ Zdd„ Zej dddg¡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dd„ Zdd„ Zdd„ Zdd„ Zd d!„ Zd"d#„ Zd$d%„ Zd&d'„ Zd(d)„ Zd*d+„ Zd,d-„ Zd.d/„ Zd0d1„ Zd2d3„ Zd4d5„ Zd6d7„ Zd8d9„ Z d:d;„ Z!d<d=„ Z"d>d?„ Z#d@S )AÚTestMac                 C   s¼   t  ddddtd dddddddg¡}t  g d	¢¡}d}g d
¢}g d¢}t||d�}t||d�}t  g d¢¡}t|g d¢d�}	t  |d|¡}
|j}| d¡ |||||||||	|
|f| _d S )Nç      ð?g       Àç       @ç      @ç      @ç      $Àç      $@ç      @)r_   ç        rb   r]   g      ð¿ç      Àrc   r`   ra   r\   rc   rb   )é   r   r   r   r   r   re   r   r   r   r   r   )r   r   re   r   r   re   re   r   r   r   r   re   ©Úmask)g      à¿rc   ç      à?gš™™™™™é?©r   re   r   r   ç@Œµx¯D)Únpr   ÚpirO   rC   Zset_fill_valueÚd©ÚselfÚxÚyÚa10Úm1Úm2ÚxmÚymÚzÚzmÚxfÚsrX   rX   rY   Úsetup_method&   s    &
zTestMa.setup_methodc                 C   sÈ   | j \}}}}}}}}}	}
}tt|ƒ ƒ tt|ƒƒ tt|ƒ|ƒ t|j|ƒ t|j|jƒ t|jtdd„ |ƒƒ tt|ƒt	|ƒtdd„ |ƒ ƒ tt
||
ƒƒ tt
t|dƒ|
ƒƒ tt
||ƒƒ d S )Nc                 S   s   | | S ©NrX   ©rp   rq   rX   rX   rY   Ú<lambda>=   ó    z)TestMa.test_testBasic1d.<locals>.<lambda>c                 S   s   | | S r|   rX   r}   rX   rX   rY   r~   >   r   rj   )rm   r   r#   r   rC   ÚdtypeÚsizer   r   ÚlenrZ   r   rn   rX   rX   rY   Útest_testBasic1d5   s     zTestMa.test_testBasic1drz   ©é   é   )é   é   c                 C   sØ   | j \}}}}}}}}	}
}}||_||_||_||_||_tt|ƒ ƒ tt|ƒƒ tt|ƒ|ƒ t|j|ƒ t|jtdd„ |ƒƒ tt|ƒt|ƒtdd„ |ƒ ƒ tt	||ƒƒ tt	t
|dƒ|ƒƒ tt	||ƒƒ d S )Nc                 S   s   | | S r|   rX   r}   rX   rX   rY   r~   Q   r   z)TestMa.test_testBasic2d.<locals>.<lambda>c                 S   s   | | S r|   rX   r}   rX   rX   rY   r~   R   r   rj   )rm   rC   r   r#   r   r�   r   r   r‚   rZ   r   )ro   rz   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rX   rX   rY   Útest_testBasic2dC   s     zTestMa.test_testBasic2dc                 C   s.  | j \}}}}}}}}}	}
}tddgddggƒ}t|ddgddggƒ}tt|| || ƒƒ tt|| || ƒƒ tt|| || ƒƒ dD �]š}| |¡}| |¡}| |¡}| |¡}|
 |¡}
tt| | ƒƒ tt|| || ƒƒ tt|| || ƒƒ tt|| || ƒƒ tjddd��& tt|| || ƒƒ W d   ƒ n1 �sT0    Y  tt|| || ƒƒ tt|| || ƒƒ tt|| || ƒƒ tjddd��& tt|| || ƒƒ W d   ƒ n1 �sÜ0    Y  tt|| || ƒƒ tt|| || ƒƒ tt|| || ƒƒ tt|| || ƒƒ tt|d |d ƒƒ ttt|ƒd t|ƒd ƒƒ tt|| || ƒƒ ttt 	||¡t	||ƒƒƒ ttt 
||¡t
||ƒƒƒ ttt ||¡t||ƒƒƒ tjddd��, ttt ||¡t||ƒƒƒ W d   ƒ qŒ1 �s0    Y  qŒd S )	Nre   rˆ   r   r…   ))é   r„   )rˆ   r‡   Úignore©r   Úinvalidç      @)rm   r   r*   r   rZ   Úreshaperk   ÚerrstateÚabsr	   rI   r8   r   )ro   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rz   Úa2dÚa2dmrX   rX   rY   Útest_testArithmeticW   sF    





66zTestMa.test_testArithmeticc                 C   s>   t  dg¡}tdgƒ}tt|| tƒƒ tt|| tƒƒ d S )Nre   )rk   r   r   Ú
isinstancer   )ro   ÚnaÚmarX   rX   rY   Útest_testMixedArithmetic}   s    
zTestMa.test_testMixedArithmeticc                 C   s  | j \}}}}}}}}}	}
}ttt |¡t|ƒƒƒ ttt |¡t|ƒƒƒ ttt |¡t|ƒƒƒ ttt |¡t|ƒƒƒ ttt |¡t|ƒƒƒ ttt 	|¡t	|ƒƒƒ tj
ddd��d ttt t|ƒ¡t|ƒƒƒ ttt t|ƒ¡t|ƒƒƒ ttt t|ƒ¡t|ƒƒƒ W d   ƒ n1 �s&0    Y  ttt |¡t|ƒƒƒ ttt |¡t|	ƒƒƒ ttt |¡t|	ƒƒƒ ttt |¡t|	ƒƒƒ ttt ||¡t||ƒƒƒ ttt |¡t|ƒƒƒ ttt ||¡t||ƒƒƒ ttt ||¡t||ƒƒƒ ttt ||¡t||ƒƒƒ ttt ||¡t||ƒƒƒ ttt ||¡t||ƒƒƒ ttt ||¡t||ƒƒƒ ttt |¡t|ƒƒƒ ttt ||f¡t||fƒƒƒ ttt ||f¡t||fƒƒƒ ttt ||f¡t||fƒƒƒ ttt |||f¡t|||fƒƒƒ d S )Nr‹   rŒ   )rm   r   rZ   rk   r   r   rD   rE   rL   rM   r�   rH   r‘   r&   r'   r   r   r   r   r   r   r   r;   r$   r    r%   r!   r   r   rn   rX   rX   rY   Útest_testUfuncs1ƒ   s8    <   zTestMa.test_testUfuncs1c                 C   sî   t g d¢g d¢d�}tt|ƒjjtju ƒ tdt|ƒƒ tdtdƒƒ ttdt ddgd�ƒƒ | 	d¡}tt|ƒjjtju ƒ tt
t|dƒtjƒƒ tt|ƒjjtju ƒ ttdt|ƒƒƒ ttt|dƒƒtu ƒ ttddgt|dƒƒƒ d S )	N©rc   r\   r]   rb   ©re   r   r   r   rf   r†   re   r   )rˆ   rˆ   rˆ   )r   r   r   r€   Útyperk   Zintpr   rZ   r�   r•   Úndarrayr   r9   )ro   ÚottrX   rX   rY   Útest_xtestCount¢   s    
zTestMa.test_xtestCountc                 C   sb   | j \}}}}}}}}}	}
}t |¡}t|ƒ}ttt|ƒt |¡ƒƒ ttt|ƒt	 |¡ƒƒ d S r|   )
rm   rk   r@   r   rZ   Úmaxr6   r   Úminr7   )ro   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rz   ZxrZxmrrX   rX   rY   Útest_testMinMax±   s
    
zTestMa.test_testMinMaxc                 C   sÚ  | j \}}}}}}}}}	}
}tttj |¡t |¡ƒƒ tttj |¡t |¡ƒƒ ttdttdƒdd�ƒƒ ttdttdƒdd�ƒƒ tttj|dd�t|dd�ƒƒ tttjt	|dƒdd�t|dd�ƒƒ ttt |d¡t|dƒƒƒ tttj
|dd�t|dd�ƒƒ ttt 
|d¡t|dƒƒƒ tttj
t	|dƒdd�t|dd�ƒƒ t|ƒdk�rÖttt ||fd¡t||fdƒƒƒ tttj |d¡t |d¡ƒƒ ttt |d¡t|dƒƒƒ ttt 
|d¡t|dƒƒƒ d S )Nr…   r   ©Úaxisre   )rm   r   rZ   rk   r	   r   Ú
accumulaterJ   r   r   Úprodr>   r‚   r   rn   rX   rX   rY   Útest_testAddSumProd»   s(     & 
ÿÿ zTestMa.test_testAddSumProdc                 C   sð  t  g d¢¡}t|g d¢d�}t|g d¢d�}t|ƒ}t|ƒ t|ƒ ttt  |¡t|dd�ƒƒ tt|d ƒt|d ƒu ƒ t|d |d kƒ t|d tu ƒ tt|d |d ƒƒ tt|dd	… |dd	… ƒƒ tt|d d … |d d … ƒƒ tt|dd … |dd … ƒƒ d
|d< d
|d< tt||ƒƒ d|dd…< d|dd…< tt||ƒƒ t|d< tt||ƒƒ t|dd…< tt||ƒƒ ||d d …< t|d< tt	t
|ƒtg d¢ƒƒƒ tg d¢g d¢ƒ|d d …< tt	t
|ƒtg d¢ƒƒƒ tg d¢g d¢ƒ|d d …< tt	t
|ƒtg d¢ƒƒƒ tt	|tg d¢ƒƒƒ t  d	¡d }t|dƒ}tt||ƒƒ tt	tg d¢tƒ|jƒƒ ttd|jƒƒ tg d¢tƒ}t  g d¢t¡}|d }|d }tt|ƒtƒ tt|ƒtƒ t||ƒ t|dd… jdkƒ d S )N)re   rˆ   r…   r†   r›   rf   )r   re   r   re   r   )Ú
fill_valuere   rˆ   é   é	   éc   r†   ri   ©re   rˆ   r†   r…   )r   re   re   r   r\   rb   )r   r   r   re   r   )re   Zhellorˆ   r†   )r   )rk   r   ÚstrÚreprr   rZ   rG   rœ   r)   r   r   r*   r   r4   r   rg   r¨   Úobjectr   rC   )ro   Úx1Zx2Zx3Úx4Ús1Ús2rX   rX   rY   Útest_testCIÐ   sZ    

zTestMa.test_testCIc                 C   s  g d¢}t |ƒ}t |ƒ}t||u ƒ t |dd�}t||uƒ t d¡}t||d�}t|j|uƒ tt||jƒƒ t|j|u ƒ t|dd�}t|jj|jjkƒ t||dd�}t|j|u ƒ t|d t	u ƒ d	|d< t|d t	uƒ t|j|u ƒ tt|j
dƒƒ t||d
d�}	t|	j|uƒ t|	d t	u ƒ d	|	d< t|	d t	uƒ t|	j|uƒ tt|	j
dƒƒ t|d |d�}
tt|
ƒj|d ju ƒ tdƒ}t	|d< t|dƒ}ttt||gƒ|ƒƒ ttt|ƒg d¢ƒƒ t|ddd�}tt|g d¢ƒƒ t|ddd�}tt||ƒƒ d S )N)r   r   re   r   r   T)Úcopyr©   rf   r   ©rg   rµ   rˆ   rª   re   r\   r…   )é   )r   r   re   r   r   r   re   r   )rˆ   rˆ   rˆ   rˆ   r£   )r   r   re   re   rˆ   rˆ   r†   r†   )r(   r   rk   r   r   Ú_datar   Ú_maskZ__array_interface__r)   rg   r   r€   rB   rZ   r   r   rA   )ro   ÚnÚmrt   Úm3r°   Úy1Zy1aÚy2Zy2aZy3r±   Zy4Zy5Zy6rX   rX   rY   Útest_testCopySize  sP    
ÿ
zTestMa.test_testCopySizec                 C   s  t dƒ}g d¢}t|ƒ}| ¡ }t||d�}t|d tu ƒ t|d tu ƒ ddg|ddg< t|j|u ƒ t|d tu ƒ t|d tuƒ tt|g d	¢ƒƒ t||d
d�}| g d¢g d¢¡ t|j|uƒ t|d tu ƒ t|d tu ƒ tt|g d¢ƒƒ d S )Nr©   )r   r   r   re   re   rf   r†   r…   é
   é(   re   )r   rÀ   rˆ   éÿÿÿÿrÁ   Tr¶   )r   re   rˆ   )rÂ   éd   éÈ   )rÂ   rÃ   rÄ   r   r   )	r   r(   rµ   r   r   r)   r¹   rZ   r?   )ro   rm   rº   r»   rt   rp   rX   rX   rY   Útest_testPut5  s$    zTestMa.test_testPutc                 C   sV  t dƒ}t|g d¢d�}tddgddgd�}t|d tuƒ t|d	 tuƒ ||dd
…< t|d tu ƒ t|d	 tuƒ tt|g d¢ƒƒ t dƒ}t|g d¢d�}|dd
… }tddgddgd�}t|d tuƒ t|d	 tuƒ ||d d …< t|d tu ƒ t|d tuƒ tt|ddgƒƒ t|d tu ƒ t|d	 tuƒ tt|g d¢ƒƒ d S )Nr©   )r   r   r   r   r   rf   rÀ   rÁ   re   r   rˆ   r†   r…   )r   re   rÀ   rÁ   r…   )r   r   r   r)   rZ   )ro   rm   rp   rw   rq   rX   rX   rY   Útest_testPut2K  s,    zTestMa.test_testPut2c                 C   s\   | j \}}}}}}}}}	}
}g d¢}t |¡d }t|||	ƒ ttt||dd�|	kƒƒ d S )N)re   r   r   r   r   r   re   r   r   re   r   re   r   r£   )rm   rk   r:   r?   r   r
   rK   )ro   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rz   r»   ÚirX   rX   rY   Útest_testMaPute  s
    zTestMa.test_testMaPutc           
      C   s*  t dƒ}| dd¡}d|jd< t|d dkƒ |d|  }tt|j|ƒƒ tt|jd| ƒƒ tt|t|ƒ jd| | ƒƒ d	|jd
< t dƒ}t|d< tt	|d ƒt	tƒkƒ |dk}tt
t|ttƒƒdkƒ ttt|ttƒƒ|jkƒ t||tƒ}t|j|ju ƒ t|d tu ƒ t|d tu ƒ t|d tu ƒ t|d tuƒ t|d tuƒ tt||ƒƒ t|t|ƒ}t|j|ju ƒ t|d tu ƒ t|d tuƒ t|d tuƒ t|d tu ƒ t|d tu ƒ t||ƒ}t|j|ju ƒ t|d tu ƒ t|d tuƒ t|d tuƒ t|d tu ƒ t|d tu ƒ tt||ƒƒ tg d¢ƒ}tg d¢ƒ}t|d< t||| ƒ}tt|g d¢ƒƒ t|d< t||| ƒ}tt|g d¢ƒƒ t|d tu ƒ t|d tuƒ t|d tu ƒ tttt|dƒ|ƒt|dƒƒƒ tttt|dƒ|ƒt|dƒƒƒ tttt|dƒ|ƒt|dƒƒƒ tttt|dƒ|ƒt|dƒƒƒ tttt|dƒ|ƒt|dƒƒƒ tttt|dƒ|ƒt|dƒƒƒ tttt|dƒ|ƒt|dƒƒƒ tttttdƒƒddƒg d¢ƒƒ tttttdƒƒddƒg d¢ƒƒ ttttttdƒƒg d¢d�ddƒj g d¢ƒƒ ttttttdƒƒg d¢d�ddƒj g d¢ƒƒ ttttttdƒƒg d¢d�dƒj g d¢ƒƒ ttttg d¢g d¢d�dƒj g d¢ƒƒ tttg d¢g d ¢ƒg d!¢ƒƒ t!d"t"j#d#�}t$|jt%ƒ}t||ƒ}tt||ƒƒ t&|| |fƒ}tt|g d¢ƒƒ t|d tu ƒ t|d tuƒ t|d tu ƒ t d$ƒ}t|d< t d$ƒd }t|d< tg d%¢g d&¢d�}| 'd¡}t|||ƒ}t|||ƒ}	tt||	ƒƒ tt(|	ƒt)u ƒ tt|	g d'¢ƒƒ t|tdƒ}tt|g d(¢ƒƒ t|dtƒ}tt|g d)¢ƒƒ d S )*Né   r…   r©   rŠ   )re   r   y              $@rÀ   ée   rc   .r†   r·   r   é   rª   )r\   r]   rb   r^   r_   )re   re   re   r   r   rˆ   )r\   r]   rc   rd   éûÿÿÿre   )r   éÇ   rÍ   rÍ   r…   )rÍ   re   rˆ   r†   rÍ   )re   r   r   r   r   rf   )re   re   re   re   r   )r   re   r   r   r   )re   re   r   r   re   )re   r   re   r   r   )rˆ   rˆ   re   rˆ   re   )re   r   re   r   re   )re   re   r   r   r   )re   rˆ   r†   r…   r©   )r«   r«   r†   r…   r©   )rÀ   rÀ   rÀ   )r€   r‡   )re   re   re   r   r   r   )re   r   r   r   r   r   )r   re   rˆ   é   rÁ   é2   )r«   r«   r«   re   re   re   )r«   re   re   r«   r«   r«   )*r   r�   Zflatr   rZ   ÚrealÚimagr   r)   r­   r   rO   rC   r€   r5   r   r    r,   r!   r-   r$   r/   r%   r0   r;   r1   r   r+   r.   ÚlistÚranger2   rg   r<   rk   Úfloat32rP   r   r   r   r   r9   )
ro   rp   rw   ÚcZatestZbtestZctestrq   Úcmrx   rX   rX   rY   Útest_testOddFeaturesl  sæ    
 

 ÿ     ""ÿÿþÿÿþÿÿþÿÿþÿ

zTestMa.test_testOddFeaturesc                 C   sÐ   t ttg d¢g d¢ƒg d¢ƒƒ t ttg d¢g d¢ƒg d¢ƒƒ tdƒ}tdƒd }t|d< t|d< t tt||ƒtt||ƒ||ƒƒƒ t tt||ƒtt||ƒ||ƒƒƒ t t 	|¡dkƒ t t 	|¡d	kƒ d S )
N)re   rˆ   r†   )r…   r   rª   )re   r   r†   )r…   rˆ   rª   r©   rˆ   r†   r   r…   )
r   rZ   r7   r6   r   r)   rO   r$   r    r   )ro   rp   rq   rX   rX   rY   Útest_testMinMax2Ñ  s      ""zTestMa.test_testMinMax2c                 C   s  t dƒ}t  d¡}t|dd…< | ddd¡}| ddd¡}ttt |d¡t|dƒƒƒ ttt |dd¡t|ddƒƒƒ ttt t	|d	ƒt	|d	ƒ¡t||ƒƒƒ ttt 
t	|d	ƒt	|d	ƒ¡t
||ƒƒƒ tg d
¢tƒ}t|d< t|g d¢ƒ}t|d	 dkƒ t|d dkƒ t|d dkƒ d S )Né   r©   r‡   rˆ   r†   r…   )rˆ   r   re   re   r   )Úabcre   Údefrˆ   r†   )r   r†   r…   rÚ   )r   rk   r)   r�   r   rZ   rN   rK   r"   r   r=   r   r¯   )ro   rp   rq   ÚtrX   rX   rY   Ú test_testTakeTransposeInnerOuterÞ  s&    
 ÿÿz'TestMa.test_testTakeTransposeInnerOuterc                 C   sÒ  t dƒ}t dƒ}t dƒ}t|d< |d7 }tt||d ƒƒ |d7 }tt||d ƒƒ t dƒ}t dƒ}t|d< |d8 }tt||d ƒƒ |d8 }tt||d ƒƒ t dƒd }t dƒd }t|d< |d9 }tt||d ƒƒ |d9 }tt||d ƒƒ t dƒd }t dƒ}t|d< |d }tt||ƒƒ |d }tt||ƒƒ t dƒd }t dƒd }t|d< |d }tt||d ƒƒ |t dƒ }tt|tdƒƒƒ t dƒ tj¡}t dƒ}t|d< |d7 }tt||d ƒƒ d S )NrÀ   rˆ   re   r\   r]   )rÀ   )r   r)   r   rZ   r<   Zastyperk   rÔ   )ro   rq   rp   ru   rX   rX   rY   Útest_testInplaceò  sR    zTestMa.test_testInplacec                 C   sb   t dƒ}t|ddd…< | dd¡}tdtjd ƒD ]*}tj||d�}t |¡}tt	||ƒƒ q2d S )NrŠ   r…   rÀ   rˆ   r†   re   )Úprotocol)
r   r)   r�   rÓ   ÚpickleÚHIGHEST_PROTOCOLÚdumpsÚloadsr   rZ   )ro   rp   Úprotorz   rq   rX   rX   rY   Útest_testPickle$  s    
zTestMa.test_testPicklec                 C   sH   t dƒ}t|d< tttƒdkƒ t|d tu ƒ tt|d dƒdƒ d S )Nr‡   re   z--r   )r   r)   r   r­   r   r   )ro   ÚxxrX   rX   rY   Útest_testMasked.  s
    zTestMa.test_testMaskedc                 C   s8  t g d¢g d¢d�}ttdt|dd�ƒƒ ttdt|g d¢d�ƒƒ t|g d¢d	d
�\}}ttd|ƒƒ t|dkƒ t|d d …< tt|dd�tu ƒ t g d¢g d¢d�}| dd¡}t|d d …df< ttt|dd�ddgƒƒ tt|dd�d tu ƒ ttddgt|dd�ƒƒ t|dd	d�\}}tt|ddgƒƒ d S )Nrš   r›   rf   r]   r   r£   )r\   r\   r]   r\   ©ÚweightsT©ré   Úreturnedr^   rˆ   re   rc   ©r¤   rë   r\   )r   r   rZ   r   r)   r�   )ro   rž   rW   ZwtsrX   rX   rY   Útest_testAverage16  s     zTestMa.test_testAverage1c                 C   sà  g d¢}g d¢g d¢g}t dƒ}ttt|dd�dƒƒ ttt|d|d�dƒƒ tt dƒdt dƒ gƒ}ttt|d ƒtj t  d¡¡d	 d
 ƒƒ ttt|dd�t  d¡d	 d ƒƒ ttt|dd�t|dd�t|dd�d gƒƒ ttt|d |d�dƒƒ ttt|d|d�g d¢ƒƒ ttt|dd�t|dd�t|dd�d gƒƒ tdƒ}g d¢}g d¢g d¢g}t	dƒ}g d¢}	tttt
||ƒdd�dƒƒ tttt
||ƒdd�dƒƒ ttt
||ƒdd�tu ƒ ttt
||	ƒdd�dƒ tttt
||ƒdd�ƒdƒ t
||ƒ}
ttt|
d ƒdƒƒ ttt|
dd�g d¢ƒƒ ttt|
dd�ddgƒƒ ttt|
d|d�g d¢ƒƒ 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kƒ tddgddggtƒ}t
|ddgddggƒ}t|dd�}tt|dd	gƒƒ t|dd�}tt|dd	gƒƒ t|d d�}tt|d ƒƒ t|dd�}tt|d!d"gƒƒ d S )#N)r   re   re   re   re   r   )re   r   r   r   r   re   r‡   r   r£   rŽ   )r¤   ré   r]   rb   g      (@re   rè   g«ªªªªª
@)rc   r\   r]   rb   r^   ra   )r   r   re   re   r   r   )r   re   re   re   re   re   rc   )rc   r\   ç     ÀX@rî   r^   g      @r_   )rc   r\   rî   rî   r^   ra   r†   Trì   )rˆ   rˆ   r†   )r¤   ré   rë   )rë   rê   rˆ   r…   rh   r\   g«ªªªªª@g      ø?r^   )r   r   r   r   r   rk   r	   r   rP   r<   r*   r)   r   r   rC   ÚfloatrZ   )ro   Zw1Zw2rp   rq   rs   rt   r¼   Zm4Zm5rw   ÚaÚbÚr1Úr2r’   r“   Za2daZa2dmarX   rX   rY   Útest_testAverage2I  sx    ÿ$ÿÿÿ
ÿÿzTestMa.test_testAverage2c                 C   sš   t dttdƒƒƒ t dttdƒƒƒ t dttdgggƒƒƒ t dttdggƒƒƒ ttttddgƒƒ ttttddgƒƒ ttttddgddgd�ƒ d S )Nre   r\   r   rf   )r   Úintr   rï   r   Ú	TypeErrorÚ
ValueErrorÚbool©ro   rX   rX   rY   Útest_testToPythonƒ  s    zTestMa.test_testToPythonc                 C   sÚ   t ddd�}tjdd��" tdt dƒ jƒ W d   ƒ n1 s@0    Y  td| jƒ t| jƒ t| jƒ tt||ƒjƒ tt||ƒjƒ t| ¡ j|j	ju ƒ t ddd�}t| ¡ |j	kƒ t
t|ƒttƒƒ d S )Nr   re   rf   r‹   ©r   )r   rk   r�   r   rg   r6   r7   r   r€   r¸   r   r­   r3   )ro   ru   rp   rX   rX   rY   Útest_testScalarArithmeticŒ  s    0z TestMa.test_testScalarArithmeticc              
   C   sp  t g d¢ƒ}tt| ¡ |j ¡ ƒƒ tt| ¡ |j ¡ ƒƒ tt| ¡ |j ¡ ƒƒ tt| ¡ |j ¡ ƒƒ tt| ddddd¡|j ddddd¡ƒƒ tt| 	g d¢¡|j 	g d¢¡ƒƒ tt| 
¡ |j 
¡ ƒƒ tt| ¡ |j ¡ ƒƒ t ddgddggƒ}tt| ¡ |j ¡ ƒƒ tt| ¡ |j ¡ ƒƒ tt| ddg¡|j ddg¡ƒƒ tt| ¡ |j ¡ ƒƒ d S )N©re   r†   rˆ   r   re   rˆ   r†   r…   ©re   r   re   )r   r   rZ   Úanyr¸   r
   ZargmaxZargminr   ÚcompressZconjr   ÚdiagonalrJ   rK   rN   )ro   rð   r»   rX   rX   rY   Útest_testArrayMethods›  s     ÿ$$zTestMa.test_testArrayMethodsc                 C   s   t g d¢ƒ}t|jdƒ d S )Nrý   re   )r   r   Úndim©ro   rð   rX   rX   rY   Útest_testArrayAttributes¬  s    zTestMa.test_testArrayAttributesc                 C   s   t dd„ ttjƒD ƒ ƒ d S )Nc                 S   s&   g | ]}|t tƒvr| d ¡s|‘qS )Ú_)Údirr   Ú
startswith)Ú.0r»   rX   rX   rY   Ú
<listcomp>±  s   
þz'TestMa.test_testAPI.<locals>.<listcomp>)r   r  rk   r�   rù   rX   rX   rY   Útest_testAPI°  s    zTestMa.test_testAPIc                 C   sT   t g d¢ƒ}t g d¢g d¢d�}t|d jdƒ t|d jdƒ t|d jdƒ d S )Nrý   rþ   rf   r   rX   re   )r   r   rC   )ro   rð   rñ   rX   rX   rY   Útest_testSingleElementSubscriptµ  s
    z&TestMa.test_testSingleElementSubscriptc                 C   s8   t g d¢g d¢d�}|dk}d||< t|d tu ƒ d S )Nr¬   )re   r   re   r   rf   r†   r©   rˆ   )r   r   r)   )ro   rð   rÕ   rX   rX   rY   Útest_assignment_by_condition¼  s    z#TestMa.test_assignment_by_conditionc                 C   sT   t ddgddgd�}t ddgddgd�}|dk }|| ||< ddg}t|j|ƒ d S )Nr   re   Frf   T)r*   r   rg   )ro   rð   rñ   rg   Zexpected_maskrX   rX   rY   Útest_assignment_by_condition_2Ã  s    z%TestMa.test_assignment_by_condition_2N)$Ú__name__Ú
__module__Ú__qualname__r{   rƒ   ÚpytestÚmarkZparametrizer‰   r”   r˜   r™   rŸ   r¢   r§   r´   r¿   rÅ   rÆ   rÈ   r×   rØ   rÝ   rÞ   rå   rç   rí   rô   rú   rü   r  r  r  r  r  r  rX   rX   rX   rY   r[   $   s>   
&
23e2
:	r[   c                   @   s4   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ ZdS )Ú
TestUfuncsc                 C   sZ   t dddtd gd ddgdgd  d�t dddtd gd ddgdgd  d�f| _d S )Nr\   r   rÂ   rˆ   re   r‡   rf   )r   rl   rm   rù   rX   rX   rY   r{   Î  s    ((ÿzTestUfuncs.setup_methodc              	   C   sì   g d¢}dD ]Ú}zt t|ƒ}W n ty:   t t|ƒ}Y n0 t tj|ƒ}| jd |j… }t ¡ �H ||v rvtj	dd� |dv rŠtj	dd� ||Ž }||Ž }W d   ƒ n1 s®0    Y  t
t| d¡| d¡|ƒƒ t
t|j|jƒƒ qd S )N)rH   Úarctanhr   r   Úarccoshr  r&   r'   r   Útrue_divideÚfloor_divideÚ	remainderÚfmod)*rH   r&   r'   r   r   rD   r   rL   r   r   r   rE   r   rM   Zarcsinhr  r  r   ÚfabsÚnegativeÚfloorÚceilZlogical_notr	   rI   r8   r   r  r  r  r  Úhypotr   r   r;   r%   r!   r$   r    Úlogical_andÚ
logical_orÚlogical_xorr‹   )r�   )r  r&   r'   rû   r   )ÚgetattrÚumathÚAttributeErrorÚfromnumericrk   r—   rm   Zninr�   Zseterrr   rZ   r   Úeqmaskrg   )ro   Zf_invalid_ignoreÚfZufÚmfÚargsÚurÚmrrX   rX   rY   Útest_testUfuncRegressionÒ  s"    
&z#TestUfuncs.test_testUfuncRegressionc                 C   s\   | j d }tt|dd� ƒ tt|dd�ƒ tt|d d… dd�dƒ tt|dd�dƒ d S )Nr   r£   r†   )rm   r   r   rF   r   rJ   r>   r  rX   rX   rY   Útest_reduce÷  s
    
zTestUfuncs.test_reducec                 C   s¢   t ddƒ dd¡}t|dk |ƒ}t| ¡ | ¡ ƒ t| ¡ dƒ t| d¡| d¡k ¡ ƒ t| d¡g d¢k ¡ ƒ t| d¡d jƒ t| d¡d jƒ d S )Nre   é   r†   r…   r©   r   )r©   r‡   rË   r·   )	r   r�   r5   r   r    r¡   r   r
   rg   )ro   rð   ZamaskrX   rX   rY   Útest_minmaxþ  s    zTestUfuncs.test_minmaxc                 C   s6   dD ],}t g d¢g d¢d�}ttt|ƒdgƒƒ qd S )Nz?bhilqpBHILQPfdgFDGO)re   r   rˆ   r   )r   r   re   re   rf   r   )r   r   rZ   r:   )ro   rÜ   rp   rX   rX   rY   Útest_nonzero  s    zTestUfuncs.test_nonzeroN)r  r  r  r{   r-  r.  r0  r1  rX   rX   rX   rY   r  Í  s
   %
r  c                   @   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TestArrayMethodsc                 C   s„   t  g d¢¡}| dd¡}| dddd¡}t  g d¢¡}t||d�}t|| |j¡d�}t|| |j¡d�}|||||||f| _d S )N)$g     À @g®Gáz.@g-²�ï§!@g      !@gé&1¬ü?gƒÀÊ¡E¶@g\�Âõ(Ü @g…ëQ¸@g{®Gáº#@gP�—nƒ@gh‘í|?õ!@g!°rh‘í@gj¼t“@gJ+‡@gáz®Ga@g!°rh‘í@gÁÊ¡E¶ó@g-²�ï§@g)\�Âõ(@gÃõ(\�B#@g+‡Ù@gu“V@gÛù~j¼ô@gÑ"Ûù~ê@g¨ÆK7‰Á@g
×£p=J#@g®Gáz”@gòÒMbØ@g}?5^ºÉ#@g¾Ÿ/Ý$@g!°rh‘m@g-²�ï§#@gJ+‡@gªñÒMb@gƒÀÊ¡Å@g-²�ï§Æï?r‡   r†   rˆ   )$r   re   r   re   r   r   re   r   re   re   r   re   r   r   r   re   r   re   r   r   r   re   re   re   re   r   r   re   r   r   r   r   re   r   re   r   )Údatarg   )rk   r   r�   rC   rm   )ro   rp   ÚXÚXXr»   ÚmxÚmXÚmXXrX   rX   rY   r{     s    zTestArrayMethods.setup_methodc           	      C   sf   | j \}}}}}}}| ¡ }t| ¡ | ¡  ¡  ¡ ƒ tt| ¡ | ¡ t|j| ¡  dd� ƒƒ d S )Nr   r£   )	rm   r  r   ÚtraceÚ
compressedrJ   r   rZ   rg   )	ro   rp   r4  r5  r»   r6  r7  r8  ZmXdiagrX   rX   rY   Ú
test_trace&  s    
ÿÿzTestArrayMethods.test_tracec           	      C   sh   | j \}}}}}}}| dd¡}tt|j|jƒƒ tt|j| dd¡ƒƒ tt|j|j dd¡ƒƒ d S )Nrˆ   r·   )rm   Zclipr   rZ   rg   r¸   )	ro   rp   r4  r5  r»   r6  r7  r8  ZclippedrX   rX   rY   Ú	test_clip.  s
    zTestArrayMethods.test_clipc                 C   sÎ   | j \}}}}}}}|j\}}t| ¡ t | ¡ ¡ƒ t |tj¡}	t |tj¡}
t|ƒD ]"}t |d d …|f  ¡ ¡|
|< qZt|ƒD ]}t ||  ¡ ¡|	|< q†t	t
| d¡|
ƒƒ t	t
| d¡|	ƒƒ d S ©Nr   re   )rm   rC   r   Zptprk   r:  rP   Zfloat64rÓ   r   rZ   )ro   rp   r4  r5  r»   r6  r7  r8  rº   ÚrowsÚcolsÚkrX   rX   rY   Útest_ptp5  s    
 zTestArrayMethods.test_ptpc           
      C   sZ   | j \}}}}}}}| dd¡}tt|d |d d …df ƒƒ | dd¡}	t|	jdƒ d S )Nr   re   rÂ   rˆ   )rˆ   rˆ   r†   r†   )rm   Zswapaxesr   rZ   r   rC   )
ro   rp   r4  r5  r»   r6  r7  r8  Z	mXswappedZ
mXXswappedrX   rX   rY   Útest_swapaxesD  s
    zTestArrayMethods.test_swapaxesc           	      C   sd   | j \}}}}}}}| d¡}tt|j| d¡ d¡ƒƒ | d¡}tt|j| d¡ d¡ƒƒ d S r=  )rm   Zcumprodr   rZ   r¸   r   ©	ro   rp   r4  r5  r»   r6  r7  r8  ZmXcprX   rX   rY   Útest_cumprodK  s
    

zTestArrayMethods.test_cumprodc           	      C   sd   | j \}}}}}}}| d¡}tt|j| d¡ d¡ƒƒ | d¡}tt|j| d¡ d¡ƒƒ d S r=  )rm   Zcumsumr   rZ   r¸   r   rC  rX   rX   rY   Útest_cumsumR  s
    

zTestArrayMethods.test_cumsumc                 C   s(  | j \}}}}}}}tt|jd d�| ¡  ¡ ƒƒ tt|jd d�| ¡  ¡ ƒƒ tt|jdd�j|jdd�jƒƒ tt| ¡ j| ¡ jƒƒ |jdd�|jdd� }}	tdƒD ]t}
tt|	|
 ||
  ¡  ¡ ƒƒ tt||
 |d d …|
f  ¡  ¡ ƒƒ ttt 	||
 ¡|d d …|
f  ¡  ¡ ƒƒ q®d S )Nr£   r†   r   re   r‡   )
rm   r   rZ   Úvarr:  ZstdrC   rÓ   rk   rH   )ro   rp   r4  r5  r»   r6  r7  r8  ZmXvar0ZmXvar1r@  rX   rX   rY   Útest_varstdY  s    "&ÿzTestArrayMethods.test_varstdN)r  r  r  r{   r;  r<  rA  rB  rD  rE  rG  rX   rX   rX   rY   r2    s   r2  c                 C   s,   | t u r|t u S |t u r | t u S | |k ¡ S r|   )r9   r
   )rs   rt   rX   rX   rY   r'  g  s
    r'  )aÚ	functoolsr   rà   r  Únumpyrk   Znumpy._core.umathZ_corer$  Znumpy._core.fromnumericr&  Znumpy.testingr   r   r   Znumpy.mar   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"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rl   rZ   r[   r  r2  r'  rX   rX   rX   rY   Ú<module>   s&   ÿ 5     .AY