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test_flatnotmasked_contiguous� s z)TestGeneric.test_flatnotmasked_contiguousN) �__name__� __module__� __qualname__rH rR rS rV rd rj rk ro rF rF rF rG r4 # s r4 c @ s< e Zd Zdd� Zdd� Zdd� Zdd� Zd d � Zd d � Zd S )� TestAveragec C s< t ddddgddddgd�}tdt|dd �� tdt|ddddgd �� t|ddddgdd �\}}td|� t|d k� t|d d �< tt|dd �jdg� t ddddgddddgd�}|�d d �}t|d d �df< tt|dd �ddg� tt|dd �jd dg� tddgt|dd �� t|ddd�\}}t|ddg� d S )Ng g �?g @g @TF)r8 r )�axis)�weights)ru �returnedg @r5 r7 )rt rv )r r r r r r8 �reshape)rB Zott�result�wtsrF rF rG �test_testAverage1� s z TestAverage.test_testAverage1c C s� ddddddg}ddddddgddddddgg}t dtjd�}tt|dd�d� tt|d|d�d� tt dtjd�dt d� g�}tt|d �tj�t� d��d d � tt|dd�t� d�d d � tt|dd�t|dd�t|dd�d g� tt|d |d �d � tt|d|d�d ddd ddg� tt|dd�t|dd�t|dd�d g� td�}ddddddg}ddddddgddddddgg}t d�}ddddddg} ttt ||�dd�d� ttt ||�dd�d� ttt ||�dd�j dg� ttt || �dd�d � tt tt ||�dd��d� t ||�} tt| d �d � tt| dd�d dddddg� tt| dd�ddg� tt| d|d�d dddddg� d S )Nr r7 re )r6 )rt g @)rt ru g @g @g (@)ru g������ 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j�dd�d�}t �t j�dd�d�}t||d�}t||d�}td||f }t|jdk� t|d d �d d�f |� t|d d �dd �f |� t|j t j d||f � t||f }t|jdk� t|d d�d d �f |� t|dd �d d �f |� t|j t j ||f � d S )Nrl r )r8 �1)rl rT )rT rl ) rA �random�randZround_r r r r r r8 Zr_)rB Za_1Za_2Zm_1Zm_2Zb_1Zb_2r� rF rF rG �test_2dG s zTestConcatenator.test_2dc C sr t tjjdf }t|jddg� t|jd d� t ddgtjjf }t|jdddg� t|jd d� ddg� d S )Nr7 TFr5 )r rA rK r r r8 r[ )rB �actualrF rF rG �test_masked_constant[ s z%TestConcatenator.test_masked_constantN)rp rq rr r� r� r� rF rF rF rG r� 9 s r� c @ s e Zd Zdd� Zdd� ZdS )� TestNotMaskedc C s� t t�d��dd�dddddgdddddgdddddgdddddgdddddggd�}t|d �}t|ddg� t|d�}t|d ddg� t|d d dg� t|d�}t|d dd g� t|d dd g� t|jd �}t|ddg� t|jd�}t|d d dg� t|d d dg� t|jd�}t|d dd g� t|d dd g� t|d< t|d�}t|d ddg� t|d ddg� t|d�}t|d ddg� t|d ddg� d S )N� rl r r7 )r8 � )r r r7 r r )r r7 r5 rh r� )rh rh rh r� r� )r r r5 r rh )r� r5 r� r� r� )r r r r r )r� r� r� r� r� ������)r7 r7 r5 r� r� )r r7 r5 r� )r r r5 rh )r� r5 r� r� )r rA r rw r- r r[ r )rB r[ rC rF rF rG � test_edgesh s: zTestNotMasked.test_edgesc C sP t t�d��dd�ddddddddgddddddddgddddddddggd�}t|d �}t|tddd �tdd d �td dd �g� t|d�}t|tddd �td dd �gtddd �td dd �gtddd �td dd �gtddd �td dd �gtd dd �gtd dd �gg td dd �gg� t|d�}t|tddd �gg tdd d �td dd �gg� d S )Nr� rh rf r r7 )r8 r� � � � r5 re rW )r rA r rw r, r ri )rB r9 �tmprF rF rG �test_contiguous� s0 z TestNotMasked.test_contiguousN)rp rq rr r� r� rF rF rF rG r� e s "r� c @ s~ e Zd Zdd� Zdd� Zdd� Zej�ddd d g�ej�d d ge j j d fe j j d fg�d d� ��Z dd� Zdd� Zdd� ZdS )�TestCompressFunctionsc C s> t �ttd����ddd�}t �d��t�}d|d< t||d�}t|�}t |d d ddgd d d dgddddggddddgddddgdd d d ggg� t|d �}t |d d d ddgdd d!d"d#gd d$d d dgdd%dddggdd&dddgd'd(d)d*d+gdd,dddgdd-d d d ggg� t|d �}t |d d d ddgd d$d d dgdd%dddggd.d/d0d1d2gd3d4d5d6d7gd8d9d:d;d<ggdd&dddgdd,dddgdd-d d d ggg� t|d=�}t|d>�}t|d?�}t ||� t ||� t ||� t|d �}t |d d ddgdd!d"d#gd d d dgddddggd.d0d1d2gd@dAdBdCgd3d5d6d7gd8d:d;d<ggddddgd'd)d*d+gddddgdd d d ggg� t|dD�}t|dE�}t|dF�}t ||� t ||� t ||� t|dG�}t |d d d ddgd d$d d dgdd%dddggdd&dddgdd,dddgdd-d d d ggg� t|dH�}t ||� t|dI�}t |d d ddgd d d dgddddggd.d0d1d2gd3d5d6d7gd8d:d;d<ggddddgddddgdd d d ggg� t|dJ�}t|dK�}t|dL�}t ||� t ||� t ||� t|dM�}t |d d ddgdd!d"d#gd d d dgddddggddddgd'd)d*d+gddddgdd d d ggg� t|dN�}t ||� d S )ON�< rh r� rl )rh r� rl T)r7 r7 r7 )r8 r r5 rT � � � � � � � �( �* �+ �, �2 �4 �5 �6 �7 �9 �: �; r7 re rW rf rg � r� �) �- �. �/ �0 �1 �3 �8 � � r� r� r� � r� � �! �" �# �$ �% �& �' )r7 r� )r� r� � r� � )r5 r� )r� )r r7 )r r� )r7 r5 )r� r5 )r7 r� )r� r� )r r5 )r r� ) rA r �listrX rw r �astypern r& r )rB r r� r9 �a2�a3Za4rF rF rG �test_compress_nd� s� z&TestCompressFunctions.test_compress_ndc C s� t t�d��dd�dddgdddgdddggd�}tt|�ddgdd gg� tt|d�dddgd dd gg� tt|d�dd gddgdd gg� t |jdddgdddgdddggd�}tt|�dd gd d gg� tt|d�ddd gd dd gg� tt|d�dd gddgd d gg� t |jdddgdddgdddggd�}tt|�d gg� tt|d�d dd gg� tt|d�d gdgd gg� t |jdddgdddgdddggd�}tt|�jd� tt|d�jd� tt|d�jd� d S ) Nrg rh r7 r )r8 r� rl rW rf re r5 )r rA r rw r r' 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TestApplyOverAxes.test_basicN)rp rq rr r� rF rF rF rG r� � s r� c @ s� e Zd Zdd� Zdd� Zdd� Zdd� Zd d � Zd d � Zd d� Z dd� Z dd� Z dd� Z dd� Z dd� Zdd� Zdd � Zd d � Zd d � Zd!d"� Zd#d$� Zd%d&� Zd'd(� Zd)d*� Zd+d,� Zd-S ).� TestMedianc C s4 t jjt jt jgt jt jggdd�}t|t j� d S )Nr� )rt )rA rK r �infr )rB �rrF rF rG � test_pytype� s $zTestMedian.test_pytypec C s� t jjt j�t jt jgt jt jgg�dd�}t|t j� t jjt j�t jt jgt jt jgg�d d�}t|t j� t jjt jjt jt jgt jt jggdd�dd�}t|jd� t jjt jjt jt jgt jt jggdd�d d�}t|jd� d S )Nr� )rt T)r8 )rA rK r r r� r r8 )rB r� rF rF rG �test_inf� s zTestMedian.test_infc C sl t �d�}tt j�|�d� ttt j�|��tk � td�}tt j�|�d� ttt j�|��tk � d}tt j�|�d� ttt j�|��tk � t �d�� dd�}tt jj|dd �t j|dd �� tt jj|d d �t j|d d �� tt jj|d d �tk � t �d �� dd�}tt jj|dd �t j|dd �� tt jj|d d �t j|d d �� tt jj|d d �tk � d S ) Nrg g @rf g @rl g @�H r )rt r7 g R@) rA r r rK r r rL r rX rw )rB r rF rF rG �test_non_masked� s" zTestMedian.test_non_maskedc C s t t�d�dgd dgd d�}ttj�|�d� ttj�|�jdd� 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d gd dd d d g d gd d gd dgd d gd d�}nBt d gd ddddg d gd d gd dgd d gd d�}t||� t||k� tt |�t k� qW d S )N)r� g D@r� g >@rT r� rh r r7 )rt r� r� g r� r� r� TFr� )r8 g +@g �1@g �5@g �9@) r rA r rw r r r r r rL r )rB r r r� r� �erF rF rG �test_out� s $ " zTestMedian.test_outc C sF ddgddgddgg}t j�|d�}ddg}tt jj|dd�|� d S )Ng �?g g @r )rt )rA rK Z masked_equalr r )rB r[ rQ r� rF rF rG �$test_single_non_masked_value_on_axis� s z/TestMedian.test_single_non_masked_value_on_axisc C s� �x$dt jdtd�fD �] }t j�dt jdgdddgg�}||_t jj|d d�}tt � |�� t |t j� t jj|� � dd�}tt � |�� t |t j� t jj|dd�}t t |�t� t |dt jdg� t jj|dd�}t t |�t� t |t jdg� t jj|d d�}t t |�t� t |t jdg� qW t j�dt jdgdddgg�}t jj|d d �df< t t jj|d d�t j� t t jj|dd�dt jdg� t t jj|dd�t jd g� d S ) NFre )r6 r7 rh r5 )rt r r� g �?)rA r rn rK r �nanr8 r r �isscalarr Zravelr rL r r )rB r8 �dmr� rF rF rG �test_nan� s. zTestMedian.test_nanc C s� t j�t �d��}t j�t �d��}t j|d< t jj|d< tt jj|d|d�|� t j�t �d��}tt jj|d|d�|� t j�t �d ��}tt jj||d�|� d S ) 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rG � test_setxor1d� s& $ " z TestArraySetOps.test_setxor1dc C s� t �d��dddg�}t �dddg�}d|d< t||d�}tdd d d ddd d dg dddddddddg d�}tdtd�}d|d< d|d< d|d< t||�}tt|t �� t ||� t �|||j �|j @ }t ||� d S )Nr� r5 rh r� r7 )r7 r5 r )r8 r rT r� r� r� r� r� )r[ r8 )r5 rh r� )r6 T)r r r )r r r7 )r r5 rh ) rA r rw r r rn r0 r r� r r r8 )rB r9 r8 r: �ecrI r� rF rF rG � test_isin� s zTestArraySetOps.test_isinc C s� t dddddgdddddgd�}t dddd ddgddddddgd�}t||�}t|d d d d d g� t dddddgdddddgd�}t dddgdddgd�}t||�}t|d d d d d g� tg tg g �� d S ) Nr7 r5 rl rW r� r )r8 rh r� TF)r r" r r )rB r9 r: rC rF rF rG � test_in1d� s $ zTestArraySetOps.test_in1dc C s� t dddddgdddddgd�}t dddd ddgddddddgd�}tt�t||��t||d d �� t dddddgdddddgd�}t dddgdddgd�}tt�t||��t||d d �� tg tg g d d �� d S ) Nr7 r5 rl rW r� r )r8 rh r� T)�invert)r r rA re r" r )rB r9 r: rF rF rG �test_in1d_invert� s $ z TestArraySetOps.test_in1d_invertc C s t ddddddgddddddgd�}t dddd ddgddddddgd�}t||�}t dddd dddgdddddddgd�}t||� t dddgdd dggdddgdddggd�}t ddddd gdddddgd�}t ddddd dgddddddgd�}t||�}t||� tg tg g �� d S ) Nr7 r5 rl rW r� r )r8 rh r� )r r r r ) rB r9 r: rC rD r r� Zezr� rF rF rG � test_union1d� s $$ ( , $ z TestArraySetOps.test_union1dc C s� t ddddddddgddddddddgd�}t ddd d dddg�}t||�}t|t ddd gdddgd�� td �}td �}tt||�t d d g�� t g tjg d�}tt|g �jtj� d S )Nre rl r� rW r7 r5 r )r8 rh r� rT rf rg )r r r r rA Zuint32r6 )rB r9 r: rC rF rF rG �test_setdiff1d s , z TestArraySetOps.test_setdiff1dc C s< t �dddg�}t �dddg�}tt||�t �dg�� d S )Nr9 r: rI rb )rA r r r )rB r9 r: rF rF rG �test_setdiff1d_char_array s z)TestArraySetOps.test_setdiff1d_char_arrayN)rp rq rr rU rW rX rY r[ r] r^ r_ r` ra rc rd rf rg rh ri rF rF rF rG rR : s rR c @ s e Zd Zdd� Zdd� ZdS )� TestShapeBasec C sr t dddgdddgd�}t|�}t|jd� t|jj|jj� t|jd� t|jj|jj� t|jj|jj� d S )Nr r7 r5 )r8 )r7 rh )rh )r r r r r8 r[ )rB r9 r: rF rF rG �test_atleast_2d$ s z TestShapeBase.test_atleast_2dc C s� t d�}t|jd� t|jj|j� t|jj|j� t dd�}x8|D ]0}t|jd� t|jj|j� t|jj|j� qDW td�}t|jd� t|jj|j� t|jj|j� 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|j |d j � t |j |d j � d }t j�dd|�}t j�dd|�}t j�dd|��t�}t j�dd|��t�}t||d�}t||d�}t||gdd�}d| } t|j| � t |j |d j � t |j |d j � t||gd d�}|d } t|j| � t |j |d j � t |j |d j � d S ) N)rh r5 r rT r5 )r8 )rt )r5 r7 r� ).r ).r7 )rh r5 r� rl ) rA r� �randintr� rn r r2 r r r r8 ) rB ZshpZd1Zd2r� r� Za1r� rI Zc_shprF rF rG � test_stack_nd� sD zTestStack.test_stack_ndN)rp rq rr rn ro rq rF rF rF rG rm Z s rm )J�__doc__r* r� r� �numpyrA Z numpy.testingr r Znumpy.ma.testutilsr r r r Z numpy.ma.corer r r r r r r r r r r Znumpy.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. r/ r0 r1 r2 r3 r4 rs r� r� r� r� r� r� r0 r> rF rR rj rm rF rF rF rG �<module> s: 4� ,F }Ck: i8
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