a
    Lfh                     @   s  d dl Zd dlZd dlZd dl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 d dlmZ d dlmZmZmZmZmZ ejdkZdd ZG dd	 d	ZG d
d dZG dd dZ G dd dZ!G dd dZ"G dd dZ#G dd dZ$G dd dZ%G dd dZ&G dd dZ'G dd dZ(G dd dZ)G d d! d!Z*G d"d# d#Z+G d$d% d%Z,G d&d' d'Z-d(d) Z.dS )*    N)apply_along_axisapply_over_axesarray_splitsplithsplitdsplitvsplitdstackcolumn_stackkrontileexpand_dimstake_along_axisput_along_axis)	AxisError)assert_assert_equalassert_array_equalassert_raisesassert_warns        c                    s   t   fdd}|S )z: hack in keepdims behavior into a function taking an axis c                    s.    | fd|i|}|d u r d}t j||dS )Naxisr   r   )npr   )ar   kwargsresfunc X/var/www/ai-form-bot/venv/lib/python3.9/site-packages/numpy/lib/tests/test_shape_base.pywrapped   s    z_add_keepdims.<locals>.wrapped)	functoolswraps)r   r!   r   r   r    _add_keepdims   s    r$   c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestTakeAlongAxisc           
   	   C   s   ddl m} |ddd}tjtjt fttjttjt fttj	ttj
t fg}|D ]`\}}}tt|jdg D ]@}||fd|i|}||fd|i|}	t|t||	|d qxqZdS )	z- Test it translates from arg<func> to <func> r   rand         Nr   r   )numpy.randomr'   r   sortZargsortdictr$   minargminmaxargmaxlistrangendimr   r   )
selfr'   r   funcsr   Zargfuncr   r   Za_funcZai_funcr   r   r    test_argequivalent    s    z$TestTakeAlongAxis.test_argequivalentc                 C   s   t d}t jdt jd}t||dd ttt|t ddd ttt||t	dd ttt||t
dd ttt||dd dS )z4 Test it errors when indices has too few dimensions )
   r8   )r8      dtype   r   r8   N)r   onesintpr   r   
ValueErrorarray
IndexErrorZastypeboolfloatr   r5   r   air   r   r    test_invalid2   s    
zTestTakeAlongAxis.test_invalidc                 C   s:   t d}t jdt jd}t||dd}t|j|j dS )zC Test everything is ok with empty results, even with inserted dims )r(   r)   r*   )r(   r   r*   r:   r<   r   Nr   r=   r>   r   r   shaper5   r   rE   actualr   r   r    
test_emptyC   s    
zTestTakeAlongAxis.test_emptyc                 C   s8   t d}t jdt jd}t||dd}t|jd dS )D Test that non-indexing dimensions are broadcast in both directions r(   r)   r<   r<   r9   r*   r:   r<   r   r(   r9   r*   NrG   rI   r   r   r    test_broadcastK   s    
z TestTakeAlongAxis.test_broadcastN)__name__
__module____qualname__r7   rF   rK   rP   r   r   r   r    r%      s   r%   c                   @   s   e Zd Zdd Zdd ZdS )TestPutAlongAxisc                 C   sz   t g dg dg}tt|jd g D ]J}| }tt j||d}t||d|d tt j	||d}t
|| q*d S )N)r8         )<   (   2   r   i)r   r@   r2   r3   r4   copyr$   r1   r   r/   r   )r5   Za_baser   r   Zi_maxZi_minr   r   r    test_replace_maxT   s    z!TestPutAlongAxis.test_replace_maxc                 C   sL   t d}t jdt jddd }t||ddd tt||ddd d	S )
rL   rM   r8   r:   rN   r)   rV   r<   r   N)r   r=   aranger>   reshaper   r   r   rD   r   r   r    rP   d   s    
zTestPutAlongAxis.test_broadcastN)rQ   rR   rS   r[   rP   r   r   r   r    rT   S   s   rT   c                   @   s   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zej	fddZ
ej	fddZej	fddZdd Zdd Zdd Zdd Zdd ZdS )TestApplyAlongAxisc                 C   s6   t dd}tttd|t|t |jd   d S )NrV   r8   dr   r<   r   r=   r   r   lenrH   r5   r   r   r   r    test_simplem   s     zTestApplyAlongAxis.test_simplec                 C   s6   t dd}tttd|t|t |jd   d S )N)r8   e   r`   r   r<   ra   rc   r   r   r    test_simple101r   s     z!TestApplyAlongAxis.test_simple101c                 C   s:   t dd}ttt jd|g dg dg dg d S )N   r(   r(   r(   r   )rg   rU   !   )$   '   *   )-   0   3   )r   r\   r]   r   r   sumrc   r   r   r    test_3dw   s    zTestApplyAlongAxis.test_3dc                 C   s   dd }G dd dt j}t ddgddgg|}t ddgd	d
gg|}t|d|}tt|| t|| t|d|}tt|| t|| d S )Nc                 S   s   | d S )Nr9   r   )rowr   r   r    double}   s    z9TestApplyAlongAxis.test_preserve_subclass.<locals>.doublec                   @   s   e Zd ZdS )z<TestApplyAlongAxis.test_preserve_subclass.<locals>.MyNDArrayNrQ   rR   rS   r   r   r   r    	MyNDArray   s   ru   r   r<   r9   r(   r)      )r   ndarrayr@   viewr   r   
isinstancer   )r5   rs   ru   mexpectedresultr   r   r    test_preserve_subclass|   s    
z)TestApplyAlongAxis.test_preserve_subclassc                 C   sJ   G dd dt j}dd }t d|}tt|d|t g d d S )Nc                   @   s   e Zd ZdZdS )z9TestApplyAlongAxis.test_subclass.<locals>.MinimalSubclassr<   N)rQ   rR   rS   datar   r   r   r    MinimalSubclass   s   r   c                 S   s   | j S N)r~   )r@   r   r   r    minimal_function   s    z:TestApplyAlongAxis.test_subclass.<locals>.minimal_functionrv   r(   r   )r<   r<   r<   )r   rw   zerosrx   r   r   r@   )r5   r   r   r   r   r   r    test_subclass   s    z TestApplyAlongAxis.test_subclassc                 C   sJ   t d|}tt jd|}tt|| t|t g d| d S )Nr   r   rv   rv   rv   )	r   r=   rx   r   rp   r   ry   r   r@   )r5   clsr   r   r   r   r    test_scalar_array   s    z$TestApplyAlongAxis.test_scalar_arrayc                 C   s   dd }t d|}t|d|}tt|| t|t g d| t|d|}tt|| t|t g d| d S )Nc                 S   s    t | jd ttj| ddS )z/ Sum x, returning a 0d array of the same class r<   T)Zkeepdims)r   r4   r   squeezerp   xr   r   r    	sum_to_0d   s    z3TestApplyAlongAxis.test_0d_array.<locals>.sum_to_0dr   r   r   r<   )r(   r(   r(   r(   r(   r(   )r   r=   rx   r   r   ry   r   r@   )r5   r   r   r   r   r   r   r    test_0d_array   s    z TestApplyAlongAxis.test_0d_arrayc                    s2  fddt dd td }t j fddt jd D d	d
}tt	|t	| t|| td }t j fddt jd D dd
}tt	|t	| t|| t ddtd}t jfddtjd D d	d
}tt	|t	| t|| d S )Nc                    s0   t | jd | ddd | dddf   S )/produces an asymmetric non-square matrix from xr<   N)r   r4   rx   r   )r   r   r    f1to2   s    z5TestApplyAlongAxis.test_axis_insertion.<locals>.f1to2   r   r   c                    s    g | ]} d d |f qS r   r   .0ia2dr   r   r    
<listcomp>   s   z:TestApplyAlongAxis.test_axis_insertion.<locals>.<listcomp>r<   r   r   c                    s    g | ]} |d d f qS r   r   r   r   r   r    r      s   Z   )rv   r*   r(   c                    s6   g | ]. t j fd dtjd D ddqS )c                    s"   g | ]} |d d f qS r   r   r   )a3dr   jr   r    r      s   zETestApplyAlongAxis.test_axis_insertion.<locals>.<listcomp>.<listcomp>r   r   )r   stackr3   rH   )r   )r   r   )r   r    r      s   r9   )
r   r\   r]   r   r   r3   rH   rx   r   type)r5   r   rJ   r{   r   )r   r   r   r   r    test_axis_insertion   sB    

z&TestApplyAlongAxis.test_axis_insertionc                 C   s4   G dd dt j}| | | | | | d S )Nc                   @   s   e Zd ZdS )zFTestApplyAlongAxis.test_subclass_preservation.<locals>.MinimalSubclassNrt   r   r   r   r    r      s   r   )r   rw   r   r   r   )r5   r   r   r   r    test_subclass_preservation   s    

z-TestApplyAlongAxis.test_subclass_preservationc                 C   s   dd }t dd}t|d|}tt|t jj t|j	d t
|d d d d df j||d d df j t
|d d d d df j||d d df j t
|d d d d df j||d d df j d S )	Nc                 S   s@   t | jd | ddd | dddf  }tj|d dk|S )r   r<   Nr   r*   r   )r   r4   r   maZmasked_where)r   r   r   r   r    r      s    z8TestApplyAlongAxis.test_axis_insertion_ma.<locals>.f1to2r   r   r   r(   r<   r9   )r   r\   r]   r   r   ry   r   Zmasked_arrayr   r4   r   mask)r5   r   r   r   r   r   r    test_axis_insertion_ma   s    00z)TestApplyAlongAxis.test_axis_insertion_mac              	   C   sH   dd }t |dt ddgddgg}t|t ddgddgg d S )Nc                 S   s   | d | d fS )Nr<   r   r   r   r   r   r    	sample_1d   s    z7TestApplyAlongAxis.test_tuple_func1d.<locals>.sample_1dr<   r9   r(   r)   )r   r   r@   r   )r5   r   r   r   r   r    test_tuple_func1d   s     z$TestApplyAlongAxis.test_tuple_func1dc                 C   s|   dd }t d}ttt j|d| ttt j|d| dd }t d}t |d|}t|t d	 ttt j|d| d S )
Nc                 S   s   t d d S )NF)r   r   r   r   r    
never_call   s    z1TestApplyAlongAxis.test_empty.<locals>.never_call)r   r   r   r<   c                 S   s   t t| dk dS )Nr   r<   )r   rb   r   r   r   r    
empty_to_1   s    z1TestApplyAlongAxis.test_empty.<locals>.empty_to_1)r8   r   r8   )r   emptyr   r?   r   r   r=   )r5   r   r   r   rJ   r   r   r    rK      s    

zTestApplyAlongAxis.test_emptyc                 C   s   t ddhddhddhgddhd	d
hddhgg}t dd d|}t h dh dh dg}t|| t |jD ]}tt|| t||  qvd S )Nr<      r9      r(   ri   r)   ,   r*   7   rv   B   c                 S   s
   t j|  S r   )setunion)r   r   r   r    <lambda>      z>TestApplyAlongAxis.test_with_iterable_object.<locals>.<lambda>r   >   r<   r   r)   r   >   r9   r*   r   r   >   ri   r   r(   rv   )r   r@   r   r   ZndindexrH   r   )r5   r`   rJ   r{   r   r   r   r    test_with_iterable_object  s    
z,TestApplyAlongAxis.test_with_iterable_objectN)rQ   rR   rS   rd   rf   rq   r}   r   r   rw   r   r   r   r   r   r   rK   r   r   r   r   r    r^   l   s   %r^   c                   @   s   e Zd Zdd ZdS )TestApplyOverAxesc                 C   sH   t dddd}tt j|ddg}t|t dgdgdggg d S )	N   r9   r(   r)   r   rW   \   |   )r   r\   r]   r   rp   r   r@   )r5   r   Zaoa_ar   r   r    rd     s    zTestApplyOverAxes.test_simpleN)rQ   rR   rS   rd   r   r   r   r    r     s   r   c                   @   s4   e Zd Zdd Zdd Zdd Zdd Zd	d
 ZdS )TestExpandDimsc                 C   sR   d}t |}tddD ]4}t||}t|j| dk tt |j|k qd S )Nr9   r(   r)   r*   r)   r<   )r   r   r3   r   r   rH   r   )r5   sr   r   br   r   r    test_functionality  s    

z!TestExpandDims.test_functionalityc                 C   sn   t d}t j|ddjdks"J t j|ddjdks:J t j|ddjdksRJ t j|d	djd
ksjJ d S )Nrh   r   r<   r9   r   )r<   r<   r<   r(   r(   r(   )r   r   )r<   r(   r(   r(   r<   r<   )r   r(   r*   )r<   r(   r(   r<   r(   r<   )r   r   )r<   r<   r(   r<   r(   r(   )r   r   r   rH   rc   r   r   r    test_axis_tuple"  s
    
zTestExpandDims.test_axis_tuplec                 C   sT   d}t |}ttt|d ttt|d t d}ttt|d ttt|d d S )Nr   r*   rh   )r   r   )r   r*   )r   r   r   r   r   )r5   r   r   r   r   r    test_axis_out_of_range)  s    

z%TestExpandDims.test_axis_out_of_rangec                 C   s   t d}ttt|dd d S )Nrh   r<   r<   r   )r   r   r   r?   r   rc   r   r   r    test_repeated_axis3  s    
z!TestExpandDims.test_repeated_axisc                 C   sf   t dd}t jj||d dkd}t j|dd}tt|t jj t	|j
d t	|jj
d d S )	Nr8   )r9   r*   r(   r   r   r<   r   )r9   r<   r*   )r   r\   r]   r   r@   r   r   ry   ZMaskedArrayr   rH   r   )r5   r   expandedr   r   r    test_subclasses7  s    zTestExpandDims.test_subclassesN)rQ   rR   rS   r   r   r   r   r   r   r   r   r    r     s
   
r   c                   @   sf   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zej	j
e dddd Zdd Zdd Zdd ZdS )TestArraySplitc                 C   s   t d}ttt|d d S )Nr8   r   )r   r\   r   r?   r   rc   r   r   r    test_integer_0_splitB  s    
z#TestArraySplit.test_integer_0_splitc                 C   s  t d}t|d}t dg}t|| t|d}t dt ddg}t|| t|d}t dt ddt ddg}t|| t|d}t dt ddt dd	t d	dg}t|| t|d}t dt ddt ddt dd	t d	dg}t|| t|d}t dt ddt ddt dd	t d	d
t d
dg}t|| t|d}t dt ddt ddt ddt dd	t d	d
t d
dg}t|| t|d	}t dt ddt ddt ddt ddt dd	t d	d
t d
dg}t|| t|d
}t dt ddt ddt ddt ddt ddt dd	t d	d
t d
dg	}t|| t|d}t dt ddt ddt ddt ddt ddt ddt dd	t d	d
t d
dg
}t|| t|d}t dt ddt ddt ddt ddt ddt ddt dd	t d	d
t d
dt g g}t|| d S )Nr8   r<   r9   r*   r(   r)      rv      	   r   )r   r\   r   compare_resultsr@   r5   r   r   desiredr   r   r    test_integer_splitF  sr    





 


















z!TestArraySplit.test_integer_splitc                 C   s   t t dt dg}t|ddd}t t dgt t dgt dg}t|| t|jj|d jju  t|ddgdd}t dt t dgt t dgg}t|| t|jj|d jju  d S )Nr8   r(   r   r   r   r8   r   r<   	r   r@   r\   r   r   r   r   r;   r   r5   r   r   tgtr   r   r    test_integer_split_2D_rows  s     

z)TestArraySplit.test_integer_split_2D_rowsc              	   C   s   t t dt dg}t|ddd}t t dt dgt t ddt ddgt t ddt ddgg}t|| d S )Nr8   r(   r   r   r)   r   )r   r@   r\   r   r   r   r   r   r    test_integer_split_2D_cols  s    z)TestArraySplit.test_integer_split_2D_colsc                 C   sv   t t dt dg}t|d}t t dgt t dgt dg}t|| t|jj|d jju  dS )z2 This will fail if we change default axis
        r8   r(   r   r   Nr   r   r   r   r    test_integer_split_2D_default  s    
 
z,TestArraySplit.test_integer_split_2D_defaultzNeeds 64bit platform)reasonc                 C   s\   t dgd}t|d}t dgd}|gd }tt|D ]}t|| j|| j q<d S )Nr   )r   r9   r)   )i   @r9   )r   Zbroadcast_tor   r3   rb   r   rH   )r5   r   r   chunkr   r   r   r   r    ,test_integer_split_2D_rows_greater_max_int32  s    

z;TestArraySplit.test_integer_split_2D_rows_greater_max_int32c                 C   sZ   t d}g d}t||dd}t ddt ddt ddt ddg}t|| d S )	Nr8   )r<   r*   r   r   r   r   r<   r*   r   )r   r\   r   r   r5   r   indicesr   r   r   r   r    test_index_split_simple  s    

z&TestArraySplit.test_index_split_simplec                 C   sX   t d}g d}t||dd}t g t ddt ddt ddg}t|| d S )Nr8   )r   r*   r   r   r   r   r*   r   r   r\   r   r@   r   r   r   r   r    test_index_split_low_bound  s    

z)TestArraySplit.test_index_split_low_boundc                 C   sh   t d}g d}t||dd}t g t ddt ddt ddt g t g g}t|| d S )Nr8   )r   r*   r   r8      r   r   r   r*   r   r   r   r   r   r    test_index_split_high_bound  s    
z*TestArraySplit.test_index_split_high_boundN)rQ   rR   rS   r   r   r   r   r   pytestmarkZskipifIS_64BITr   r   r   r   r   r   r   r    r   A  s   =
r   c                   @   s   e Zd Zdd Zdd ZdS )	TestSplitc                 C   s8   t d}t|d}t dt ddg}t|| d S )Nr8   r9   r*   )r   r\   r   r   r   r   r   r    test_equal_split  s    

zTestSplit.test_equal_splitc                 C   s   t d}ttt|d d S )Nr8   r(   )r   r\   r   r?   r   rc   r   r   r    test_unequal_split  s    
zTestSplit.test_unequal_splitN)rQ   rR   rS   r   r   r   r   r   r    r     s   r   c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestColumnStackc                 C   s   t ttd d S Nr<   )r   	TypeErrorr
   r5   r   r   r    test_non_iterable  s    z!TestColumnStack.test_non_iterablec                 C   sL   t d}t d}t ddgddgddgg}t ||f}t|| d S )Nr<   r9   r(   )r9   r(   r)   r<   r9   r(   r)   r   r@   r
   r   r5   r   r   r{   rJ   r   r   r    test_1D_arrays  s    


zTestColumnStack.test_1D_arraysc                 C   sd   t dgdgdgg}t dgdgdgg}t ddgddgddgg}t ||f}t|| d S )Nr<   r9   r(   r)   r   r   r   r   r    test_2D_arrays  s    
zTestColumnStack.test_2D_arraysc                 C   sH   t jtdd& tdd tdD  W d    n1 s:0    Y  d S )Narrays to stack must bematchc                 s   s   | ]}t d V  qdS r(   Nr   r\   r   _r   r   r    	<genexpr>  r   z1TestColumnStack.test_generator.<locals>.<genexpr>r9   )r   raisesr   r
   r3   r   r   r   r    test_generator  s    zTestColumnStack.test_generatorN)rQ   rR   rS   r   r   r   r   r   r   r   r    r     s   

r   c                   @   s<   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd ZdS )
TestDstackc                 C   s   t ttd d S r   )r   r   r	   r   r   r   r    r     s    zTestDstack.test_non_iterablec                 C   s@   t d}t d}t||g}t ddggg}t|| d S Nr<   r9   r   r@   r	   r   r5   r   r   r   r   r   r   r    test_0D_array  s
    

zTestDstack.test_0D_arrayc                 C   sD   t dg}t dg}t||g}t ddggg}t|| d S r   r   r   r   r   r    test_1D_array  s
    zTestDstack.test_1D_arrayc                 C   sX   t dgdgg}t dgdgg}t||g}t ddggddggg}t|| d S r   r   r   r   r   r    test_2D_array  s
    zTestDstack.test_2D_arrayc                 C   sN   t ddg}t ddg}t||g}t ddgddggg}t|| d S r   r   r   r   r   r    test_2D_array2  s
    zTestDstack.test_2D_array2c                 C   sH   t jtdd& tdd tdD  W d    n1 s:0    Y  d S )Nr   r   c                 s   s   | ]}t d V  qdS r   r   r   r   r   r    r     r   z,TestDstack.test_generator.<locals>.<genexpr>r9   )r   r   r   r	   r3   r   r   r   r    r     s    zTestDstack.test_generatorN)	rQ   rR   rS   r   r   r   r   r   r   r   r   r   r    r     s   r   c                   @   s0   e Zd ZdZdd Zdd Zdd Zdd	 Zd
S )
TestHsplit&Only testing for integer splits.

    c                 C   s   t ttdd d S r   )r   r?   r   r   r   r   r    r     s    zTestHsplit.test_non_iterablec                 C   s8   t d}zt|d td W n ty2   Y n0 d S )Nr<   r9   r   )r   r@   r   r   r?   rc   r   r   r    r   "  s    

zTestHsplit.test_0D_arrayc                 C   sB   t g d}t|d}t ddgt ddgg}t|| d S Nr<   r9   r(   r)   r9   r<   r(   r)   r   r@   r   r   r   r   r   r    r   *  s    
zTestHsplit.test_1D_arrayc                 C   sZ   t g dg dg}t|d}t ddgddggt ddgddggg}t|| d S r  r  r   r   r   r    r   0  s    

,zTestHsplit.test_2D_arrayNrQ   rR   rS   __doc__r   r   r   r   r   r   r   r    r    s
   r  c                   @   s0   e Zd ZdZdd Zdd Zdd Zdd	 Zd
S )
TestVsplitr  c                 C   s   t ttdd d S r   )r   r?   r   r   r   r   r    r   <  s    zTestVsplit.test_non_iterablec                 C   s   t d}ttt|d d S r   )r   r@   r   r?   r   rc   r   r   r    r   ?  s    
zTestVsplit.test_0D_arrayc                 C   s<   t g d}zt|d td W n ty6   Y n0 d S Nr  r9   r   )r   r@   r   r   r?   rc   r   r   r    r   C  s    
zTestVsplit.test_1D_arrayc                 C   sN   t g dg dg}t|d}t g dgt g dgg}t|| d S Nr  r9   )r   r@   r   r   r   r   r   r    r   K  s    

 zTestVsplit.test_2D_arrayNr  r   r   r   r    r  8  s
   r  c                   @   s4   e Zd Zdd Zdd Zdd Zdd Zd	d
 ZdS )
TestDsplitc                 C   s   t ttdd d S r   )r   r?   r   r   r   r   r    r   U  s    zTestDsplit.test_non_iterablec                 C   s   t d}ttt|d d S r   r   r@   r   r?   r   rc   r   r   r    r   X  s    
zTestDsplit.test_0D_arrayc                 C   s    t g d}ttt|d d S r
  r  rc   r   r   r    r   \  s    zTestDsplit.test_1D_arrayc                 C   sD   t g dg dg}zt|d td W n ty>   Y n0 d S r	  )r   r@   r   r   r?   rc   r   r   r    r   `  s    

zTestDsplit.test_2D_arrayc                 C   s   t g dg dgg dg dgg}t|d}t ddgddggddgddgggt ddgddggddgddgggg}t|| d S r  )r   r@   r   r   r   r   r   r    test_3D_arrayi  s    

$$zTestDsplit.test_3D_arrayN)rQ   rR   rS   r   r   r   r   r  r   r   r   r    r  S  s
   	r  c                   @   s   e Zd Zdd ZdS )TestSqueezec                 C   s   ddl m} |ddddd}|ddddd}|dddd}tt|t|d tt|t|d tt|t|d d	ggg}t|}t|d	 t|jd tt|tj	 d S )
Nr   r&   rV   r8   r<   )rV   r8   r8   )rV   r8   rV   r_   g      ?)
r+   r'   r   r   r   r]   r   r4   r   rw   )r5   r'   r   r   cr   r   r   r    
test_basicu  s    


zTestSqueeze.test_basicNrQ   rR   rS   r  r   r   r   r    r  t  s   r  c                   @   s\   e Zd Zdd Zdd Zejdej	ej
gdd Zdd	 Zejd
g ddd ZdS )TestKronc                 C   s  t d}t ddgddgg}t ddgddgg}tt ||| t ddgddgg}t d}tt ||| t dg}t ddgddgg}t ddgddgg}tt ||| t ddgddgg}t dg}tt ||| t dggdggg}t ddgddgg}t ddgddggddgddggg}tt ||| t ddgddgg}t dggdggg}t ddgddggddgddggg}tt ||| d S )	Nr<   r9   r(   r)   rv   r   r   r   )r   r@   r   r   )r5   r   r   kr   r   r    r    s,    

&&zTestKron.test_basicc                 C   s   G dd dt j}t ddg}||j|j|j}ttt||t j ttt||| ttt||| ttt||| d S )Nc                   @   s   e Zd ZdZdS )z*TestKron.test_return_type.<locals>.myarrayg      ?N)rQ   rR   rS   Z__array_priority__r   r   r   r    myarray  s   r  r9   )	r   rw   r=   rH   r;   r~   r   r   r   )r5   r  r   r   r   r   r    test_return_type  s    zTestKron.test_return_typearray_classc                 C   sL   |t ddg}|t ddg}|t ddg}tt ||| d S )Nr(   r   )r   r=   r   r   )r5   r  r   r   r  r   r   r    test_kron_smoke  s    zTestKron.test_kron_smokec                 C   sj   t jjddgddggddgddggd}t jjt g dt jt dtd d}t|t || d S )	Nr<   r9   r(   r)   r   r   )r<   r)   r)      r:   )r   r   r@   ZdiagidentityrB   r   r   )r5   r   r  r   r   r    test_kron_ma  s
    (zTestKron.test_kron_mazshape_a,shape_b))r   r   )r   )r)   r*   rv   )r9   r9   )r9   r9   r9   ))r<   r   r   )r9   r   r9   r  ))r9   r   r   r9   r  c           	      C   s   t |}t |}dtdt|t|  | }dtdt|t|  | }t ||}t ||}t |j|s~J dd S )N)r<   r   zUnexpected shape from kron)r   r=   r0   rb   multiplyr   Zarray_equalrH   )	r5   Zshape_aZshape_br   r   Znormalised_shape_aZnormalised_shape_bZexpected_shaper  r   r   r    test_kron_shape  s    


zTestKron.test_kron_shapeN)rQ   rR   rS   r  r  r   r   Zparametrizer   ZasarrayZasmatrixr  r  r  r   r   r   r    r    s   
	r  c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestTilec                 C   s   t g d}ddgddgg}tt|dg d tt|dg dg dg tt|dg dg tt|dg d	g d
g tt|dddgddgddgddgg tt|dg d	g d
g d	g d
g d S )Nr   r<   r9   r(   r)   )r   r<   r9   r   r<   r9   r  r<   r9   )r<   r9   r<   r9   )r(   r)   r(   r)   r9   r<   )r   r@   r   r   r5   r   r   r   r   r    r    s    (zTestTile.test_basicc                 C   s0   t d}t|d}|d7 }t|t d d S )Nr*   r<   r9   )r   r\   r   r   r"  r   r   r    (test_tile_one_repetition_on_array_gh4679  s    

z1TestTile.test_tile_one_repetition_on_array_gh4679c                 C   sL   t g gg}t g g g}t|dj}t|dj}t|d t|d d S )Nr9   rO   )r9   r   )r(   r9   r   )r   r@   r   rH   r   )r5   r   r   r  r`   r   r   r    rK     s    
zTestTile.test_emptyc           
      C   sn   ddl m} g d}g d}|D ]H}|dd|d}|D ]0}t||j}t||}t||}	t||	 q6q d S )Nr   )randint))r9   r   r!  r  )r9   r(   r9   )r(   r9   ))r(   )r9   r(   )r(   r)   r(   )r(   r9   r(   )r)   r(   r9   r)   r  r8   )size)r+   r$  r   r=   r;   r   r   r   )
r5   r$  ZrepsrH   r   r   rr   ZlargeZklarger   r   r    test_kroncompare  s    

zTestTile.test_kroncompareN)rQ   rR   rS   r  r#  rK   r'  r   r   r   r    r    s   r  c                   @   s   e Zd Zdd ZdS )TestMayShareMemoryc              	   C   s   t d}t d}tt || tt ||d d d  tt ||d d d  tt ||dd d d df  tt |d d d |  tt |d d d |  tt |dd d d df |  tt |dd d d df | d S )N)rY   rW   )rU   rW   rv   r   r9   r<   )r   r=   r   Zmay_share_memory)r5   r`   Zd2r   r   r    r    s    

"$zTestMayShareMemory.test_basicNr  r   r   r   r    r(    s   r(  c                 C   s:   t | t |krtdt| |D ]\}}t|| q"dS )zCompare lists of arrays.z Iterables have different lengthsN)rb   r?   zipr   )r   r   r   yr   r   r    r     s    r   )/numpyr   r"   sysr   r   r   r   r   r   r   r   r	   r
   r   r   r   r   r   Znumpy.exceptionsr   Znumpy.testingr   r   r   r   r   maxsizer   r$   r%   rT   r^   r   r   r   r   r   r   r  r  r  r  r  r  r(  r   r   r   r   r    <module>   s6   @
4 '( '!O(