OwlCyberSecurity - MANAGER
Edit File: test_arraypad.cpython-38.pyc
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zITestConditionalShortcuts.test_shallow_statistic_range.<locals>.<listcomp>r rT r< �rL r rU rX r( r( r) � test_shallow_statistic_range| s �z5TestConditionalShortcuts.test_shallow_statistic_rangec C sJ t �d��dd�}dd� |jD �}tt j|||d�t j|||dd�� d S )N� rN r4 c S s g | ]}d �qS ))r r r( rP r( r( r) rS � s zFTestConditionalShortcuts.test_clip_statistic_range.<locals>.<listcomp>rT r] rU rX r( r( r) �test_clip_statistic_range� s �z2TestConditionalShortcuts.test_clip_statistic_rangeN) rH rI rJ rA �mark� parametrize� _all_modes�keysr[ r^ r` r( r( r( r) rK u s rK 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� Zej�dd d d d g�d d!� �Zej�dd d d d g�ej�d"d#d$d%d&d'g�d(d)� ��Zd*d+� Zd,S )-� TestStatisticc � C s\ t �d��d�}t j|dddd�}t �ddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdidjdkdjdjdjdjdjdjdjdjdjdjdjdjdjdjdjdjdjdjdjdjg��}t||� d S )lN�d �f)�� � r )rE �r � �?� � �?� @� @� @� @� @� @� @� "@� $@� &@� (@� *@� ,@� .@� 0@� 1@� 2@� 3@� 4@� 5@� 6@� 7@� 8@� 9@� :@� ;@� <@� =@� >@� ?@� @@� �@@� A@� �A@� B@� �B@� C@� �C@� D@� �D@� E@� �E@� F@� �F@� G@� �G@� H@� �H@� I@� �I@� J@� �J@� K@� �K@� L@� �L@� M@� �M@� N@� �N@� O@� �O@� P@� @P@� �P@� �P@� Q@� @Q@� �Q@� �Q@� R@� @R@� �R@� �R@� S@� @S@� �S@� �S@� T@� @T@� �T@� �T@� U@� @U@� �U@� �U@� V@� @V@� �V@� �V@� W@� @W@� �W@� �W@� X@� @X@� �X@� �X@�r r5 �astyperW r r �r# r, �br( r( r) �test_check_mean_stat_length� s ��z)TestStatistic.test_check_mean_stat_lengthc � C sR t �d�}t �|dd�}t �dddddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdddddddddddddddddddddg��}t||� d S )hNrf rh r �c r r< r- r r+ rN r4 � � r= r � r3 � � � � � � � rj � � � � ri � � � � r_ � � �! �" �# �$ �% �& �' �( �) �* �+ �, �- �. �/ �0 �1 �2 �3 �4 �5 �6 �7 �8 �9 �: �; �< �= �> �? �@ �A �B �C �D �E �F �G �H �I �J �K �L �M �N �O �P �Q �R �S �T �U �V �W �X �Y �Z �[ �\ �] �^ �_ �` �a �b �r r5 rW r r r� r( r( r) �test_check_maximum_1� s ��z"TestStatistic.test_check_maximum_1c � C sV t �d�d }t �|dd�}t �ddddddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdddddddddddddddddddddg��}t||� d S )gNrf r< rh r r- r r+ rN r4 r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r- r� r( r( r) �test_check_maximum_2� s ��z"TestStatistic.test_check_maximum_2c � C sZ t �d�d }t j|dddd�}t �ddddddddddddddddddddddddddddd d d d d dddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdddddddddddddddddddddg��}t||� d S )hNrf r< rh r r rk r- r r+ rN r4 r� r� r= r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r- r� r( r( r) � test_check_maximum_stat_length� s ��z,TestStatistic.test_check_maximum_stat_lengthc � C sR t �d�}t �|dd�}t �ddddddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgddddddddddddddddddddg��}t||� d S )hNrf rh r r r< r- r r+ rN r4 r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r- r� r( r( r) �test_check_minimum_1� s ��z"TestStatistic.test_check_minimum_1c � C sV t �d�d }t �|dd�}t �ddddddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddeddfddddddddddddddddddddg��}t||� d S )gNrf r- rh r r r+ rN r4 r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� �e r- r� r( r( r) �test_check_minimum_2 s ��z"TestStatistic.test_check_minimum_2c � C sZ t �d�d }t j|dddd�}t �ddddddddddddddddddddddddddddd d d d d dddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdd_d_d_d_d_d_d_d_d_d_d_d_d_d_d_d_d_d_d_d_g��}t||� d S )hNrf r< rh r r rk r- r r+ rN r4 r� r� r= r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r- r� r( r( r) � test_check_minimum_stat_length s ��z,TestStatistic.test_check_minimum_stat_lengthc � C sX t �d��d�}t �|dd�}t �ddddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdiddddddddddddddddddddg��}t||� d S )jNrf rg rh r � �H@rm rn ro rp rq rr rs rt ru rv rw rx ry rz r{ r| r} r~ r r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r( r( r) �test_check_median4 s ��z TestStatistic.test_check_medianc C s� t �dddgdddgdddgg�}t �|dd�}t �dddddgdddddgdddddgdddddgdddddgg�}t||� d S � Nr r< r+ rN r= r� r- r )r r rW r r� r( r( r) �test_check_median_01L s " �� z"TestStatistic.test_check_median_01c C s� t �dddgdddgdddgg�}t �|jdd�j}t �dddddgdddddgdddddgdddddgdddddgg�}t||� d S r7 )r r rW �Tr r� r( r( r) �test_check_median_02Z s " �� z"TestStatistic.test_check_median_02c � C sl t �d��d�}d|d< d|d< t j|ddd d �}t �dddddddddddddddddddddddddd ddd d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdddidjddddddddddddddddddddg��}t||� d S )kNrf rg ro r< r� r+ rh r �r rN rk rm rp rq rr rs rt ru rv rw rx ry rz 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� 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� r� r� r� r� r( r( r) � test_check_median_stat_lengthh s ��z+TestStatistic.test_check_median_stat_lengthc C s� dddgg}t j|dddd�}t �dddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgg �}t||� d S )Nr+ rN r4 �rN r� r r- rk �r rW r r r� r( r( r) �test_check_mean_shape_one� s& ��z'TestStatistic.test_check_mean_shape_onec � C sX t �d��d�}t �|dd�}t �ddddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdiddddddddddddddddddddg��}t||� d S )jNrf rg rh r r5 rm rn ro rp rq rr rs rt ru rv rw rx ry rz r{ r| r} r~ r r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r( r( r) �test_check_mean_2� s ��z TestStatistic.test_check_mean_2rL r r r r c C sJ t �dddg�t jdddgt jd� }t �|d|�}t|d |d � dS )z3 Test that appended and prepended values are equal ���r- r g�-���q=r8 r\ N)r r �float64rW r )r# rL r, r( r( r) �test_same_prepend_append� s &z&TestStatistic.test_same_prepend_appendr r> �r> �r rA �)rN r- )r> r �)r; �r- c C sD t �d��d�}d}tjt|d�� t j|d||d� W 5 Q R X d S )Nr_ �r4 rN �#index can't contain negative valuesr? r- rk �r r5 r6 rA rB rC rW )r# rL r �arrr@ r( r( r) � test_check_negative_stat_length� s z-TestStatistic.test_check_negative_stat_lengthc C s2 t �d�}t �|d�}t j|dddd�}t �dddddd d d d d g dddddd d d d d g d d d d d dddddg dddddd d d d d g ddddddddddg ddddddddddg dddd dd d d d d g d d d d!d d"d#d$d#d#g dddd dd d d d d g dddd dd d d d d g dddd dd d d d d g g �}t||� d S )%Nr_ rI �rE �r r- r �r r] r4 rN r� r� r= r< r r- r r+ r� r r3 r� r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� �r r5 r6 rW r r r� r( r( r) �test_simple_stat_length� s$ ��z%TestStatistic.test_simple_stat_lengthN)rH rI rJ r� r. r/ r0 r1 r3 r4 r6 r8 r: r< r? r@ rA ra rb rC rM rR r( r( r( r) re � s6 � � re c @ s\ e Zd Zdd� Zdd� Zdd� Zdd� Zd d � Zd d � Zd d� Z dd� Z dd� Z dd� Z dS )� TestConstantc � C sV t �d�}t j|dddd�}t �dddddddddddddddddddddddddddd d d d d dddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdiddddddddddddddddddddg��}t||� d S )jNrf rh r )r rj �r r r r< r- r r+ rN r4 r� r� r= r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r- r� r( r( r) �test_check_constant� s ��z TestConstant.test_check_constantc � C sR t �d�}t �|dd�}t �ddddddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgddddddddddddddddddddg��}t||� d S )hNrf rh r r r< r- r r+ rN r4 r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r- r� r( r( r) �test_check_constant_zeros� s ��z&TestConstant.test_check_constant_zerosc C s� t �d��dd�}t j|dddd�}t �dddddddddg dd dd d d dddg ddd ddddddg dddddddddg dddddd d ddg dd d d d!d"d#ddg dddddddddg dddddddddg g�}t||� d S )$Nr_ rN r4 �r< r- r 皙�����?�rL r r< r r- r r+ r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� �r r5 r6 rW r r �r# rL rY r$ r( r( r) �test_check_constant_float s ��� z&TestConstant.test_check_constant_floatc C s� t �d��dd�}|�t j�}t j|dddd�}t �dddddddddg ddd d d d d ddg dddddddddg dddddddddg dddd d d d ddg dd d!d"d#d$d%ddg dddddddddg dddddddddg g�}t||� d S )&Nr_ rN r4 �rW rW r rX rY rm rn ro rp rq rr rs rt ru rv rw rx ry rz r{ r| r} r~ r r� r� r� r� r� r� r� r� r� r� r� �r r5 r6 r� rB rW r r )r# rL Z arr_floatrY r$ r( r( r) �test_check_constant_float2# s" ��� z'TestConstant.test_check_constant_float2c � C sZ t jdtd�}t j|dddd�}t �ddddddddddddddddddddddddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdidjdkdldldldldldldldldldldldldldldldldldldldlg��}t||� d S )mNrf r8 rh r )皙������333333�rT r` r r< r- r r+ rN r4 r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� ra )r r5 r rW r r r� r( r( r) �test_check_constant_float38 s ��z'TestConstant.test_check_constant_float3c C s� t �d��dd�}t j|dddd�}t �ddddddddddg dddd d dd dddg dddd d dddddg ddddddddddg dddddddd ddg ddd d d d d!d"ddg ddddddddddg g�}t||� d S )#Nr_ rN r4 )�r< rH r r rY r r< r- r+ r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� rZ r[ r( r( r) �"test_check_constant_odd_pad_amountP s ��� z/TestConstant.test_check_constant_odd_pad_amountc C s� t �d��dd�}t jj|dddd�}t �ddddddgdd ddddgddddddgddddddgddddddgg�}t||� d S ) Nr+ r- )rW )r< r r )rW �r r+ rY r r< r )r r5 r6 �librW r r r[ r( r( r) �test_check_constant_pad_2da s ���z'TestConstant.test_check_constant_pad_2dc C s� d}t jd|t jd�}t j|dd|�� d�}t jd|t jd�}t||� d}t jd|t jd�}t j|dd|�� d�}t jd|t jd�}t||� d S ) Nl ���� rN r8 r< r rY r� l ���� )r �fullZuint64rW �minr Zint64)r# Z uint64_maxrL rY r$ Z int64_maxr( r( r) �test_check_large_integersn s z&TestConstant.test_check_large_integersc C sr t jdtd�}t� }||d< t� }t� }t j|dd||fd�}t jdtd�}||d< ||d< ||d< t||� d S )Nr< r8 r r )� pad_widthrL r rP r- )r r r! rW r )r# rL Zobj_aZobj_bZobj_cr$ r( r( r) �test_check_object_array{ s �z$TestConstant.test_check_object_arrayc C s2 t �d�}t j|dddgdd�}|jdks.t�d S )N�r r r- �r rH rc r rT �r r+ r+ �r �zerosrW rV �AssertionError�r# rL r& r( r( r) �test_pad_empty_dimension� s z%TestConstant.test_pad_empty_dimensionN) rH rI rJ rU rV r\ r_ rb rd rg rj rl rt r( r( r( r) rS � s rS c @ sR e Zd Zdd� Zdd� Zejjefd�dd� �Z dd � Z ej� d e �d d � �Z d S )�TestLinearRampc � C sb t �d��d�}t j|dddd�}t �ddd d d d d ddddddddddddddd d d d d d!d"d#dd$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzd{d|d}d~dd�d�d�d�d�d�d�d�d�d�d�d�dSd�d�d�d�d�d�d�d�d�d$g��}t||d�d�d�� d S )�Nrf rg rh r )r+ rN )r rq g� ��Q�@gq= ףp @g)\��( @g�z�G� @g������ @gR� ��Q@g ףp= @g�(\��@g{�G�z@g333333@g�Q� ��@g�p= ף @g� ��Q��?g)\��(�?g�������?g ףp= �?g{�G�z�?g�Q� ���?g� ��Q��?g�������?g{�G�z�?g� ��Q��?g{�G�z�?g{�G�z�?rm rn ro rp rr rs rt ru rv rw rx ry rz r{ r| r} r~ r r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� g33333�W@gffffffV@g�����9U@g����� T@g �R@g33333�Q@gfffff�P@g33333�N@g�����YL@gfffff�G@g�����LE@g33333�B@g������@@g �<@g������7@g�����3@g������,@gffffff#@g�h㈵��>)ZrtolZatol)r r5 r� rW r r r� r( r( r) �test_check_simple� s ��z TestLinearRamp.test_check_simplec C s� t �d��dd��t j�}t j|dddd�}t �dddddddddg dddd d d d d dg dddd d d dd dg dddddddddg dddddddddg ddd d d d d d!dg dd"ddd#dd!d$dg dddddddddg g�}t||� d S )%Nrj r+ rN )r- r- r rO �rL r rm rl rn g �?ro rp rq g @rr rs rt ru rv g @rw rx ry rz r{ g @r| r} r~ r r� g #@g @g !@g @r^ r[ r( r( r) � test_check_2d� s �� z TestLinearRamp.test_check_2d)� exceptionsc C s� ddl m} t�|dd�|dd�g�}tj|dddd�}t�|dd �|d d �|d d �|d d �|d d �|dd �|dd �g�}t||� d S )Nr )�Fractionr< r- rA rE r rw r3 r r4 ���r; r> )Z fractionsrz r r rW r )r# rz rL Zactualr$ r( r( r) �test_object_array� s � z TestLinearRamp.test_object_arrayc C sz t jt �d��dd�ddd�}t|dd�df d � t|dd�d f d � t|ddd�f d � t|d dd�f d � dS ) z!Ensure that end values are exact.r r- rN )�� �{ r rT Nr rm rA )r rW rF r6 r )r# r, r( r( r) �test_end_values� s z TestLinearRamp.test_end_valuesr9 c C s� t jdg|d�}t j|dddd�}t jdddddddg|d�}t||� t jdg|d�}t j|dddd�}t jdddddddg|d�}t||� dS ) a< Check correct behavior of unsigned dtypes if there is a negative difference between the edge to pad and `end_values`. 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See gh-14191. r r8 r r rw r< r- N)r r rW r )r# r9 r% r& r$ r( r( r) �test_negative_difference� s z'TestLinearRamp.test_negative_differenceN)rH rI rJ rv rx rA ra Zxfailrr r| r rb �_numeric_dtypesr� r( r( r( r) ru � s ru c @ sD e Zd Zdd� Zdd� Zdd� Zdd� Zd d � Zd d � Zd d� Z dS )� TestReflectc � C sR t �d�}t �|dd�}t �dddddd d d d d ddddddddddddddd d d ddddddddddddddd d d d d dddddd d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdfdedddcdbdad`d_d^d]d\d[dZdYdXdWdVdUdTdSg��}t||� d S )hNrf rh r ri r� r� r� r� rj r� r� r� r� r� r� r� r3 r� r r= r� r� r4 rN r+ r r- r< r r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r- r� r( r( r) rv � s ��z TestReflect.test_check_simplec � C sV t �d�}t j|dddd�}t �dddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzd{d|d}d~dd�d�d�dd�d�d�d�d�d�d�d�d�d�d�d�d�d�d�d�d�d�d�g��}t||� d S )�Nrf rh r �odd�r i���������������������������������������������������r{ ���r; r: r> rA r r< r- r r+ rN r4 r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r2 �f �g �h �i �j �k �l �m �n �o �p �q �r �s �t �u �v �w r- r� r( r( r) �test_check_odd_method� s ��z!TestReflect.test_check_odd_methodc C s� dddgdddgg}t �|dd�}t �dddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgg�}t||� d S )Nr+ rN r4 r� r� r= r r> r� r( r( r) �test_check_large_pad s( ��z TestReflect.test_check_large_padc C s� dddgg}t �|dd�}t �dddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgg �}t||� d S )Nr+ rN r4 r= r r> r� r( r( r) �test_check_shape. s& ��z TestReflect.test_check_shapec C s: t �dddgdd�}t �dddddddg�}t||� d S �Nr< r- r r r> r� r( r( r) � test_check_01D s zTestReflect.test_check_01c C s> t �dddgdd�}t �dddddddddg �}t||� d S r� r> r� r( r( r) � test_check_02I s zTestReflect.test_check_02c C sB t �dddgdd�}t �dddddddddddg �}t||� d S )Nr< r- r r+ r r> r� r( r( r) � test_check_03N s zTestReflect.test_check_03N) rH rI rJ rv r� r� r� r� r� r� r( r( r( r) r� � s r� c @ sP e Zd ZdZej�dee� � ddh ��dd� �Z ej�de� � �dd� �Z d S ) �TestEmptyArrayz<Check how padding behaves on arrays with an empty dimension.rL r r c C s� d}t jt|d�� tjg d|d� W 5 Q R X t jt|d�� tjt�d�d|d� W 5 Q R X t jt|d�� tjt�d�d|d� W 5 Q R X d S )NzFcan't extend empty axis 0 using modes other than 'constant' or 'empty'r? r+ rT r )r r )rc rn )rA rB rC r rW Zndarrayrq )r# rL r@ r( r( r) rt W s z'TestEmptyArray.test_pad_empty_dimensionc C s( t jt �d�d|d�}|jdks$t�d S )N)r- r r- )rP rn rc rT )r� r r+ )r rW rF rV rr )r# rL r& r( r( r) � test_pad_non_empty_dimensionf s z+TestEmptyArray.test_pad_non_empty_dimensionN) rH rI rJ �__doc__rA ra rb �sortedrc rd rt r� r( r( r( r) r� T s � r� c @ sL e Zd Zdd� Zdd� Zdd� Zdd� Zd d � Zd d � Zd d� Z dd� Z dS )� TestSymmetricc � C sR t �d�}t �|dd�}t �dddddd d d d d ddddddddddddddd d ddddddddddddddd d d d d dddddd d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdgdfdedddcdbdad`d_d^d]d\d[dZdYdXdWdVdUdTg��}t||� d S )hNrf rh r r� r� r� r� rj r� r� r� r� r� r� r� r3 r� r r= r� r� r4 rN r+ r r- r< r ri 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 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) rv m s ��z TestSymmetric.test_check_simplec � C sV t �d�}t j|dddd�}t �dddd d d d d ddddddddddddddd d d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdhdidjdkdldmdndodpdqdrdsdtdudvdwdxdydzd{d|d}d~dd�d�d�dd�d�d�d�d�d�d�d�d�d�d�d�d�d�d�d�d�d�g��}t||� d S )�Nrf rh r r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r{ r� r; r: r> rA r r< r- r r+ rN r4 r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri r� r� r� r� r_ r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r r! r" r# r$ r% r& r' r( r) r* r+ r, r� r2 r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r� r- r� r( r( r) r� � s ��z#TestSymmetric.test_check_odd_methodc C s� dddgdddgg}t �|dd�}t �dddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgg�}t||� d S )Nr+ rN r4 r� r� r= r r> r� r( r( r) r� � s( ��z"TestSymmetric.test_check_large_padc C s� dddgdddgg}t j|dddd �}t �d d d d d d dddddddddgd d d d d d dddddddddgd d d ddddddddddddgd d d ddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgg�}t||� d S )Nr+ rN r4 r� r� r= r r� r� r: r> rA r r< r- r r= r r� r3 r� r� r� r� r� r� r> r� r( r( r) �test_check_large_pad_odd� s( ��z&TestSymmetric.test_check_large_pad_oddc C s� dddgg}t �|dd�}t �dddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgdddddddddddddddgg �}t||� d S )Nr+ rN r4 r= r r> r� r( r( r) r� � s& ��z TestSymmetric.test_check_shapec C s: t �dddgdd�}t �dddddddg�}t||� d S �Nr< r- r r r> r� r( r( r) r� � s zTestSymmetric.test_check_01c C s> t �dddgdd�}t �dddddddddg �}t||� d S r� r> r� r( r( r) r� � s zTestSymmetric.test_check_02c C sJ t �dddgdd�}t �dddddddddddddddg�}t||� d S )Nr< r- r r4 r r> r� r( r( r) r� � s (zTestSymmetric.test_check_03N) rH rI rJ rv r� r� r� r� r� r� r� r( r( r( r) r� l s r� c @ s< e Zd Zdd� Zdd� Zdd� Zdd� Zd d � Zd d � Zd S )�TestWrapc � C sR t �d�}t �|dd�}t �dddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSdTdUdVdWdXdYdZd[d\d]d^d_d`dadbdcdddedfdgdddddd d d d d ddddddddddddddd d d d d d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0g��}t||� d S )hNrf rh 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+ rN r4 r� r� r= r r� r3 r� r� r� r� r� r� r� rj r� r� r� r� ri 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 r r r r r r r r r- r� r( r( r) rv � s ��zTestWrap.test_check_simplec 4 C s� t �d�}t �|d�}t �|dd�}t �ddddddddddddddddddddddddddgd d d d d d d d d d d d d d d d d d d d d d d d d d gd dddd dddd dddd dddd dddd dddd dgddddddddddddddddddddddddddgd d d d d d d d d d d d d d d d d d d d d d d d d d gd dddd dddd dddd dddd dddd dddd dgddddddddddddddddddddddddddgd d d d d d d d d d d d d d d d d d d d d d d d d d gd dddd dddd dddd dddd dddd dddd dgddddddddddddddddddddddddddgd d d d d d d d d d d d d d d d d d d d d d d d d d gd dddd dddd dddd dddd dddd dddd dgddddddddddddddddddddddddddgd d d d d d d d d d d d d d d d d d d d d d d d d d gd dddd dddd dddd dddd dddd dddd dgddddddddddddddddddddddddddgd d d d d d d d d d d d d d d d d d d d d d d d d d gd dddd dddd dddd dddd dddd dddd dgddddddddddddddddddddddddddgd d d d d d d d d d d d d d d d d d d d d d d d d d gd dddd dddd dddd dddd dddd dddd dgddddddddddddddddddddddddddgd d d d d d d d d d d d d d d d d d d d d d d d d d gd dddd dddd dddd dddd dddd dddd dgddddddddddddddddddddddddddgg�}t||� d S )Nr3 re )r r3 r r r� r� r= r- r r r< r4 r� r+ rN rQ r� r( r( r) r� s4 " �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" �" ���6z TestWrap.test_check_large_padc C s> t �dddgdd�}t �dddddddddg �}t||� d S )Nr< r- r r r> r� r( r( r) r� G s zTestWrap.test_check_01c C sB t �dddgdd�}t �dddddddddddg �}t||� d S )Nr< r- r r+ r r> r� r( r( r) r� L s zTestWrap.test_check_02c C s8 t �d�}t j|ddd�}t||d d�d d�f � d S )Nr; )r rN r rT r� )r rF rW r r� r( r( r) �test_pad_with_zeroQ s zTestWrap.test_pad_with_zeroc C sx t �d�}t j|ddd�}tt j||||f dd� |� t �d�}t j|ddd�}tt j||||f dd� |� dS ) zy Check wrapping on each side individually if the wrapped area is longer than the original array. rN )r3 r r rT r N)r r3 r: )r r5 rW r Zr_r� r( r( r) �test_repeated_wrappingV s z TestWrap.test_repeated_wrappingN) rH rI rJ rv r� r� r� r� r� r( r( r( r) r� � s <r� c @ s e Zd Zdd� Zdd� ZdS )�TestEdgec C s� t �d�}t �|d�}t �|dd�}t �ddddddddgddddddddgddddddddgddddd d d d gd d d d d d d d gddddddddgddddddddgddddddddgddddddddgg �}t||� d S �Nr3 �r+ r rN r r r< r- r r+ rN r4 r� r� r= r r� rQ r� r( r( r) rv e s �� zTestEdge.test_check_simplec C s� t �dddg�}t �|dd�}t �ddddddg�}t||� t �dddgdddgg�}t �|dd�}t �|d d�}t||� t �d ��ddd�}t �|dd�}t �|d d�}t||� d S ) Nr< r- r )rW r r+ rN r4 r] r� )rW rW rW )r r rW r r5 r6 )r# r, Zpaddedr$ r( r( r) �test_check_width_shape_1_2x s z#TestEdge.test_check_width_shape_1_2N)rH rI rJ rv r� r( r( r( r) r� d s r� c @ s e Zd Zdd� Zdd� ZdS )� TestEmptyc C sR t �d��dd�}t j|ddgdd�}|jdks4t�t||d d �d d �f � d S ) Nr� r+ r4 rE )r r< r rT )r= r r- r: r rA �r r5 r6 rW rV rr r rs r( r( r) � test_simple� s zTestEmpty.test_simplec C s2 t �d�}t j|dddgdd�}|jdks.t�d S )Nrm rn rH rc r rT ro rp rs r( r( r) rt � s z"TestEmpty.test_pad_empty_dimensionN)rH rI rJ r� rt r( r( r( r) r� � s r� c C s� dd� } t �d��dd�}t �|d| �}t �dddddddgdddddddgdddddddgdddd d ddgdddddddgdddddddgg�}t||� d S ) Nc S s& d| d |d �< d| |d d �< d S )Nr r r< r( )Zvectorrk Ziaxis�kwargsr( r( r) � _padwithtens� s z6test_legacy_vector_functionality.<locals>._padwithtensr4 r- r r r r< r+ rN rQ )r� r, r� r( r( r) � test_legacy_vector_functionality� s �� r� c C s4 t jdgddd�} t �dddddg�}t| |� d S )Nr< r- r rT r r> )r, r� r( r( r) �test_unicode_mode� s r� rL r r r r c C s: t jdd d�}d}t jdd d�}tt j||| d�|� d S )Nr� )Z fill_valuerN )r= r� rT )r rh r rW )rL r, rZ r� r( r( r) �test_object_input� s r� c @ s� e Zd Zej�dddddg�ej�de�� �dd� ��Zej�de�� �d d � �Z ej�dd d d ddg�ej�de�� �dd� ��Z ej�dddde � dde dd�dg�ej�de�� �dd� ��Z d d � Zej�dd d d g�ej�de�� �d!d"� ��ZdS )#� TestPadWidthrk )r+ rN r4 r� )rc rH rP )rW re )rN r4 ))r r+ rN )r r< r- rL c C s@ t �d��d�}d}tjt|d�� t �|||� W 5 Q R X d S )Nr_ rI z(operands could not be broadcast togetherr? rK �r# rk rL rL r@ r( r( r) �test_misshaped_pad_width� s z%TestPadWidth.test_misshaped_pad_widthc C s@ t �d��d�}d}tjt|d�� t �|d|� W 5 Q R X d S )Nr_ rI zDinput operand has more dimensions than allowed by the axis remappingr? ))rP )r+ )rN )rn rc rH rK )r# rL rL r@ r( r( r) �test_misshaped_pad_width_2� s z'TestPadWidth.test_misshaped_pad_width_2r> rD rE rF rG c C s@ t �d��d�}d}tjt|d�� t �|||� W 5 Q R X d S )Nr_ rI rJ r? rK r� r( r( r) �test_negative_pad_width� s z$TestPadWidth.test_negative_pad_width�3ZwordNg333333 @))r- r r+ rO r< rA ))g������ �r rO c C sn t �d��d�}d}tjt|d�� t �|||� W 5 Q R X tjt|d�� t �|t �|�|� W 5 Q R X d S )Nr_ rI z%`pad_width` must be of integral type.r? )r r5 r6 rA rB � TypeErrorrW r r� r( r( r) � test_bad_type� s zTestPadWidth.test_bad_typec C s� t �d�}t �|d�}t �|t �d�d�}t �ddddddddgddddddddgddddddddgddddd d d d gd d d d d d d d gddddddddgddddddddgddddddddgddddddddgg �}t||� d S r� rQ r� r( r( r) �test_pad_width_as_ndarray� s �� z&TestPadWidth.test_pad_width_as_ndarrayr rO )rO rO c C s, t �d��dd�}t|t j|||d�� d S )Nr_ r4 rN rT )r r5 r6 r rW )r# rk rL rL r( r( r) �test_zero_pad_width s z TestPadWidth.test_zero_pad_width)rH rI rJ rA ra rb rc rd r� r� r� r! r r� r� r� r( r( r( r) r� � s@ � � � r� c C s� t | }i }t �� D ]}||kr|�|� qtjdddgd| f|� |�� D ]H\}}d�| �}tjt |d��" tjdddgd| f||i� W 5 Q R X qLdS )z1Test behavior of pad's kwargs for the given mode.r< r- r z+unsupported keyword arguments for mode '{}'r? N) rc �values�updater rW �items�formatrA rB rC )rL ZallowedZ not_allowedr� �key�valuer@ r( r( r) � test_kwargs s r� c C s0 t �ddg�} tt �| d�ddddddg� d S )Nr< r- r )r r r rW )rL r( r( r) �test_constant_zero_default s r� r< ZconstTFc C s> d� | �}tjt|d�� tjdddgd| d� W 5 Q R X d S )Nzmode '{}' is not supportedr? r< r- r r+ rT )r� rA rB rC r rW )rL r@ r( r( r) �test_unsupported_mode s r� c C s` t �d��dd�d d d�d d d�f }t �|d| �}|jdksBt�t|dd�dd�f |� d S )Nr� r+ r4 r- rE )r� r� r: r� )rL rL r& r( r( r) �test_non_contiguous_array$ s &r� c C sP t jddd�}t �|d| �jd s&t�t jddd�}t �|d| �jd sLt�dS ) z5Test if C and F order is preserved for all pad modes.)rN r �C)�orderrN Z C_CONTIGUOUS�FZ F_CONTIGUOUSN)r rF rW �flagsrr )rL r% r( r( r) � test_memory_layout_persistence, s r� r9 c C s0 t jd| d�}t j|d|d�}|j| ks,t�d S )N)r r- r< r8 r< rT )r rq rW r9 rr )r9 rL rL r& r( r( r) �test_dtype_persistence5 s r� )*r� Z __future__r r r rA Znumpyr Z numpy.testingr r r Znumpy.lib.arraypadr Zsctypesr� rc r! r rK re rS ru r� r� r� r� r� r� r� r� ra rb r� r� rd r� r� r� r� r� r� r( r( r( r) �<module> sr �����S U 4Un r' L