a
    d`                     @   s>  d dl mZ d dlZd dlZd dlZd dlmZmZ d dl	Z
d dl	mZmZmZmZ d dlmZ G dd dZG dd dZG d	d
 d
Zdd Zdd Zejddgd edgd gejdg deg dgdd Zejddgedggejddgedggdd ZG dd dZG dd dZG dd dZdd  Zejd!ejd"d#gg d$gd ejd%fejd"d#gg d$gd&ejd'fd(fg d)d*ejd*ggd&d#ejfd%fgd+d, Z ejd-ejd&d.gg d/ge!d d.dejd&fejd&d.gg d/ge!d d0dejd1fg d2d3ejdgge!d&d0dd.ejfd0fg d2d3ejdgge!d&d0dd.ejfd4fgd5d6 Z"d7d8 Z#ejd9e!ddd3gfd&d gfe!dd3dgfd d&gfg d:d3d;gfd d.gfg d:d;d3gfd d.gfd.d3dgfd d&gfd.dd3gfd&d gfd.gd3dgfd d&gfd.gdd3gfd&d gfgd<d= Z$d>d? Z%dS )@    )	timedeltaN)InvalidIndexErrorPerformanceWarning)CategoricalIndex
MultiIndex
date_rangec                   @   s   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zej	
dejddgg dgdejdfejddgg dgdejdfejddgg dgdejdfg ddejdggddejfdfg ddejdggddejfdfg ddejdggddejfdfgdd ZdS )TestSliceLocsc                 C   sz   | d\}}|dd}|dks&J |d d}|dks>J |dd }|dt|fks^J |dd}|d	ksvJ d S )
Nr   footwo)Zquxone)      )r   r   r   barbaz)      )	sortlevel
slice_locslen)selfidx
sorted_idx_result r   q/var/www/html/stable-diffusion-webui/venv/lib/python3.9/site-packages/pandas/tests/indexes/multi/test_indexing.pytest_slice_locs_partial   s    z%TestSliceLocs.test_slice_locs_partialc                 C   s   t  }|jdd}|j}t||jd |jd  }|| }|dd jdd}t |j|j t||jd tdd |jd tdd  }|| }|dd jdd}t |j|j d S )	NTZfuture_stackr            seconds   )	tmmakeTimeDataFramestackindexslicer   assert_almost_equalvaluesr   )r   dfstackedr   ZslobZslicedexpectedr   r   r   test_slice_locs&   s     zTestSliceLocs.test_slice_locsc                 C   s>  t  }|jdd}|j}tjtdd |d W d    n1 sH0    Y  tjtdd, ||jd tdd d	 W d    n1 s0    Y  t 	dd}|jdd}|j}tjtdd  |tdd W d    n1 s0    Y  tjtdd" ||jd
 d W d    n1 s00    Y  d S )NTr   z^Level type mismatchmatchr      r   r"   r#   r   r   r   )r!   a)
r&   r'   r(   r)   pytestraises	TypeErrorr   r   ZmakeCustomDataframe)r   r-   r.   r   r   r   r   "test_slice_locs_with_type_mismatch:   s    (:.z0TestSliceLocs.test_slice_locs_with_type_mismatchc                 C   s   t ttdttdttdgtg dtg dtg dgd}d}tjt|d |dd	 W d    n1 s0    Y  |	d
\}}|dd	 d S )Nr   r   r   r   r   r   r   r4   r4   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   levelscodesz4[Kk]ey length.*greater than MultiIndex lexsort depthr1   )r   r   r   )r   r   r   r   )
r   r   nparangearrayr7   r8   KeyErrorr   r   )r   r)   msgZsorted_indexr   r   r   r   test_slice_locs_not_sortedK   s    &*z(TestSliceLocs.test_slice_locs_not_sortedc                 C   s   t g dg dgg dg dgd}|dd}|dks<J |d	d
}|dksTJ |dd}|dkslJ |dd
}|dksJ |dd}|dksJ |dd}|dt|fksJ d S )N)r   r   r   r%   )r   r   r   )	r   r   r   r   r   r   r4   r4   r4   )	r   r   r   r   r   r   r   r   r   r>   r   r   r5   )r4   r%   r   r   r   r   r   )r%   r4   )r4      
   r   )r   r   r   )r   r)   r   r   r   r   test_slice_locs_not_contained]   s     z+TestSliceLocs.test_slice_locs_not_contained$index_arr,expected,start_idx,end_idxr6   bcde)r   r4   N)rN   rR   r6   rN   rP   rQ   rR   r3   rP   )rP   rR   c                 C   s(   t |}|j||d}||ks$J d S N)startend)r   from_arraysr   )r   	index_arrr/   	start_idxend_idxr   r   r   r   r   "test_slice_locs_with_missing_valuew   s    
z0TestSliceLocs.test_slice_locs_with_missing_value)__name__
__module____qualname__r   r0   r:   rF   rL   r7   markparametrizerA   nanr[   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 )
TestPutmaskc                 C   s   d}t jt|d. |tt|d tjd W d    n1 sF0    Y  t jt|d. |tt|d tjd W d    n1 s0    Y  t jt|d |dd W d    n1 s0    Y  d S )Nz,putmask: mask and data must be the same sizer1   r   r   )r7   r8   
ValueErrorputmaskrA   Zonesr   Zbool_r   r   rE   r   r   r   test_putmask_with_wrong_mask   s    <<z(TestPutmask.test_putmask_with_wrong_maskc                 C   sp   t tjdftjdfdg}t g d}tg d}|||}t |d |d |d g}t|| d S )Nr%   )r6   r   )r6   r   rg   )rQ   r   )TTFr   r   r   )r   from_tuplesrA   ra   rC   rd   r&   assert_index_equal)r   leftrightmaskr   r/   r   r   r   test_putmask_multiindex_other   s    z)TestPutmask.test_putmask_multiindex_otherc                 C   s   t tjg d|dg dg}t tjg d|dg dg}|g d|}t tjg d|dg dg}t|| d S )	Nr   r   r4   dtyperK         r   r%      )rJ   TFFr   r   r4   rJ   rr   rs   r   rW   pdSeriesrd   r&   ri   r   Zany_numeric_ea_dtypemidxZmidx2r   r/   r   r   r   test_putmask_keep_dtype   s    z#TestPutmask.test_putmask_keep_dtypec                 C   s|   t tjg d|dg dg}t tjdg|ddgg}|g d|}t tjg d|dg dg}t|| d S )	Nrn   ro   rq   r   rJ   rx   ry   rz   r{   r~   r   r   r   %test_putmask_keep_dtype_shorter_value   s    z1TestPutmask.test_putmask_keep_dtype_shorter_valueN)r\   r]   r^   rf   rm   r   r   r   r   r   r   rb      s   rb   c                   @   s  e Zd Zdd Zdd Zdd Zejdde	j
d	gg d
gde	j
d	ge	jg de	jdfde	j
d	gg d
ge	j
dfge	jdge	jdfg de	j
ddggde	j
fge	jdge	jdfg de	j
ddgge	j
ddge	jg de	jdfgdd Zdd Zdd Zdd Zdd Zdd ZdS )TestGetIndexerc                 C   s6  t td}t td}tjg dtjd}tjg dtjd}t||g||gd}|d d }|g d }||}t|tjg d	tjd |j|d
d}tjg dtjd}	t||	 |j|d d d d
d}
t|
|	d d d  |j|dd}t|| |j|dd}tjg dtjd}	t||	 |j|d d d dd}
t|
|	d d d  |j|dd}t|| ||j	}||}t|| |g d}|g dk
 sJ t ttdttd }t ttd}d}tjt|d || W d    n1 s(0    Y  d S )Nr   r   )r   r   r   r   r   r4   r4   ro   )r   r   r   r   r   r   r   r>   r   )r   r4   r   )r   r4   rJ   padmethod)rJ   r   r   r   r   rJ   ffillbackfill)r   r   r   r   r   bfillrn   rJ   rJ   rJ   rK      z8Reindexing only valid with uniquely valued Index objectsr1   )r   rA   rB   rC   intpr   get_indexerr&   r+   r,   alllistranger7   r8   r   )r   Z
major_axisZ
minor_axisZmajor_codesZminor_codesr)   idx1idx2Zr1e1Zr2Zrffill1Zrbfill1Zrexp1rE   r   r   r   test_get_indexer   sF    

zTestGetIndexer.test_get_indexerc                 C   s   t ddg}d}tjt|d  |jdgdd W d    n1 sF0    Y  d}tjt|d" |jdgd	d
d W d    n1 s0    Y  d S )Nrg   rN   r   zJmethod='nearest' not implemented yet for MultiIndex; see GitHub issue 9365r1   r6   Znearestr   z,tolerance not implemented yet for MultiIndexr   r   )r   	tolerance)r   rh   r7   r8   NotImplementedErrorr   )r   r   rE   r   r   r   test_get_indexer_nearest   s    .z'TestGetIndexer.test_get_indexer_nearestc              	   C   sJ   t tg dttddddg}||}t|tjdtj	d d S )NrS   
2012-01-01r4   H)periodsfreq	   ro   )
r   from_productr   r   r   r&   assert_numpy_array_equalrA   rB   r   )r   r   r   r   r   r   !test_get_indexer_categorical_time  s    

z0TestGetIndexer.test_get_indexer_categorical_timezindex_arr,labels,expectedr   r   r4   r   r   r   ro   r   rn   r   r   c                 C   s$   t |}||}t|| d S )N)r   rW   r   r&   r   )r   rX   labelsr/   r   r   r   r   r   #test_get_indexer_with_missing_value  s    

z2TestGetIndexer.test_get_indexer_with_missing_valuec                 C   s  t g dg dg}t dgg dg}||}tjg d|jd}t|| |j|dd}tjg d	|jd}t|| |j|d
d}tjg d	|jd}t|| |j|dd}tjg d|jd}t|| |j|dd}tjg d|jd}t|| d S )N)rJ   r   r   )r   r   r4   r   r   )r   r4   r   )rJ   r%   ru   ro   r   r   rt   r   r   )r   r%   ru   r   )r   r   r   rA   rC   rp   r&   r+   r   
mult_idx_1
mult_idx_2indexerr/   backfill_indexerpad_indexerr   r   r   test_get_indexer_methods%  s"    
z'TestGetIndexer.test_get_indexer_methodsc           
      C   s   t ddgg dddgg}t g d}|js4J |js>J |jsHJ |jsRJ |d |d k sfJ |d |d   k r|d k sn J |d |d	 ksJ |d |d   k r|d
 k sn J |d |d   k r|d
 k sn J |d |d   k r|d
 k sn J |d |d
 k s,J ||}tjg d|jd}t	
|| |j|dd}tjg d|jd}t	
|| |j|dd}tjg d|jd}t	
|| |d |d   k r|d k sn J |d |d   k r |d k sn J |d |d	   k r*|d k s0n J |d |d   k rT|d k sZn J |d |d   k r~|d	 k sn J |d	 |d ksJ |d |d
   k r|d
 k sn J |d |d   k r|d
 k sn J |d |d   k r|d
 k sn J |d |d   k r<|d
 k sBn J |d |d   k rf|d
 k sln J |d |d   k r|d
 k sn J ||}tjg d|jd}t	
|| |j|dd}tjg d|jd}t	
|| |j|dd}	tjg d|	jd}t	
||	 d S )Nr   r4   )r   r   r%   r   ru   ))r   r   rI   )r   r   r   )r   r%   ru   )r   r   r%   )r   ru   ru   )r   ru   rI   )r4   r%   rI   r   r   r   r%   rJ   )rJ   rJ   r   rJ   rJ   rJ   rJ   ro   r   r   )r   r   r   r%   r%   r%   rJ   r   )rJ   r4   r   r   r   r   rr   rI   r   rK   rr   )rJ   rJ   rJ   rJ   rJ   r   rJ   rJ   rJ   rJ   rJ   rJ   r   )r   r   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   Zis_monotonic_increasingZ	is_uniquer   rA   rC   rp   r&   r+   )
r   r   r   Zindexer_no_fillr/   Zindexer_backfilledZindexer_paddedr   r   r   r   r   r   %test_get_indexer_three_or_more_levelsY  sf    



&&&*
***********



z4TestGetIndexer.test_get_indexer_three_or_more_levelsc                 C   s   t ddggd }t ddg}|d |d   k rB|d k sHn J |d	 |d k s\J ||}tjd	d	g|jd
}t|| |j|dd}tjdd	g|jd
}t|| |j|dd}tjddg|jd
}t|| d S )Nr   r   r   )r   r4   r   r   )r   r4   r   r   ru   r   rI   rJ   ro   r   r   r   r    )	r   r   rh   r   rA   rC   rp   r&   r+   r   r   r   r    test_get_indexer_crossing_levels  s    &
z/TestGetIndexer.test_get_indexer_crossing_levelsc                 C   s   t tdddgg}d}tjt|d& |j|d d dd W d    n1 sT0    Y  d	}tjt|d& |j|d d d
d W d    n1 s0    Y  d S )Nr4   ABz;limit argument only valid if doing pad, backfill or nearestr1   rJ   r   )limitz?tolerance argument only valid if doing pad, backfill or nearestZpiano)r   )r   r   r   r7   r8   rc   r   )r   mirE   r   r   r   !test_get_indexer_kwarg_validation  s    4z0TestGetIndexer.test_get_indexer_kwarg_validationc                 C   s   t jdgddggddgd}t jdgtjdggddgd}tddg}||}tj||d	d
 ||}tj||d	d
 d S )Nr         ?       @id1id2namesrJ   r   F)Zcheck_dtype)r   r   rA   ra   rC   r   r&   r   )r   r   r   r/   r   r   r   r   test_get_indexer_nan  s    

z#TestGetIndexer.test_get_indexer_nanN)r\   r]   r^   r   r   r   r7   r_   r`   rA   ra   rC   r   r   r   r   r   r   r   r   r   r   r   r      s.   4
..

4c.r   c                 C   s   | d dksJ | dd }| g d }| |s6J | g d }| tg d }| g d }| |snJ | |s|J d S )Nr   )r   r   r   r   r4   r   )TFTFTT)r   r   r   r   )equalsrA   rC   )r   r   r/   Zresult2r   r   r   test_getitem  s    r   c                 C   sB   |  d\}}|dtddks&J |dtddks>J d S )Nr   r   r4   r   r   r   )r   get_locr*   )r   r   r   r   r   r   test_getitem_group_select  s    r   ind1Tr   ind2)TFTFFc                 C   s@   t g d}t||  | t ddg}t|| | d S )N)rK   r   )r   r   r"   r4   )(   r   )2   r   r   r   )r   rh   r&   ri   r   r   r   r/   r   r   r   test_getitem_bool_index_all  s    r   Fc                 C   s\   t dg}t||  | t tjg tjdtjg tjdgg g gd}t|| | d S )Nr   ro   r>   )r   rh   r&   ri   rA   rC   int64r   r   r   r   test_getitem_bool_index_single&  s    r   c                   @   s   e Zd Zdd Zdd Zdd Zejde	e
eegejde	e
eegd	d
 Zejdddgejde	e
ge
e	ggdd Zejdeegdd Zejdddgdd Zdd Zdd Zdd Zdd Zdd Zd d! Zd"S )#
TestGetLocc                 C   s@  | ddksJ | ddks$J tjtdd | d W d    n1 sR0    Y  tjtdd | d	 W d    n1 s0    Y  tttd
ttd
ttd
gtg dtg dtg dgd}tjtdd | d W d    n1 s0    Y  | dt	ddks<J d S )Nr
   r   )r   r   r4   z^\('bar', 'two'\)$r1   r   r   z^'quux'$Zquuxr   r;   r<   r=   r>   z
^\(1, 1\)$)r   r   )r   r   r   )
r   r7   r8   rD   r   r   rA   rB   rC   r*   )r   r   r)   r   r   r   test_get_loc5  s     ((&*zTestGetLoc.test_get_locc                 C   s   t g d}|d}tdd}||ks,J t g d}|d}d}||ksRJ tjtdd |d W d    n1 s0    Y  d S )	N)r   r   r   r   r   r   r   )rP   r6   r6   rN   rN   rP   2r1   )r   r   r*   r7   r8   rD   )r   r)   r   r/   rsZxpr   r   r   test_get_loc_duplicatesJ  s    


z"TestGetLoc.test_get_loc_duplicatesc                 C   s   t ttdttdttdgtg dtg dtg dgd}|d\}}tdd}|| d	d	}||ksJ ||sJ |d
\}}d}||ksJ |d u sJ t	j
tdd |d W d    n1 s0    Y  t	j
tdd  |dd W d    n1 s20    Y  t	j
tdd( |jdddjddd W d    n1 sz0    Y  t dgttdgtg dtg dgd}|dtd d f\}}td d }||ksJ ||d	sJ d S )Nr   r;   r<   r=   r>   r   r   r   r   r   )r   r   r   z
^\(2, 2\)$r1   rH   z^2$)leveli  )r   r   r   r   )r   r   r   r4   )r   r   rA   rB   rC   Zget_loc_levelr*   Z	droplevelr   r7   r8   rD   dropr   r   )r   r)   locZ	new_indexr/   Z	exp_indexr   r   r   r   test_get_loc_levelX  s<    &
(08
zTestGetLoc.test_get_loc_leveldtype1dtype2c                 C   sL   t ddg|t ddg|g}t|}||d dksHJ d S )Nr   r   r   )rA   rC   Zastyper   r   r   )r   r   r   r?   r   r   r   r   test_get_loc_multiple_dtypes~  s    (
z'TestGetLoc.test_get_loc_multiple_dtypesr   r   r   dtypesc                 C   sf   ddgddgg}ddg}|\}}t jddg|d||< |d||< t|}|t|dksbJ d S )	Nr6   rN   rP   rQ   r   r   ro   r4   )rA   rC   r   r   r   tuple)r   r   r   r?   keyZ	lev_dtypeZ	key_dtyper   r   r   r   test_get_loc_implicit_cast  s    
z%TestGetLoc.test_get_loc_implicit_castrp   c                 C   sN  t ddg|dtjdddg}t|}|tu rtjtdd" |	dd	ksRJ W d    n1 sf0    Y  tjtd
d" |	ddksJ W d    q1 s0    Y  n$|	dd	ksJ |	ddksJ tjtdd |	d W d    n1 s0    Y  tjtdd |	d W d    n1 s@0    Y  d S )NFTro   r   r   z
^\(0, 1\)$r1   r   r   z
^\(1, 0\)$rG   z^\(False, True\)$)FTz^\(True, False\)$)TF)
r   rA   rB   r   r   boolr7   r8   rD   r   )r   rp   r?   r   r   r   r   test_get_loc_cast_bool  s    
02*z!TestGetLoc.test_get_loc_cast_boolc                 C   s^   ddgddgg}ddg}t jd|gt|d||< |||< t|}|t|dksZJ d S )Nr6   rN   rP   rQ   r   ro   r4   )rA   rC   typer   r   r   r   )r   r   nulls_fixturer?   r   r   r   r   r   test_get_loc_nan  s    
zTestGetLoc.test_get_loc_nanc                 C   s   t ddgddgg}t|dts*J tjtdd |d W d    n1 sX0    Y  tjtd	d |tj	 W d    n1 s0    Y  tjt
d
d |tj	g W d    n1 s0    Y  d S )Nr   r   g      @g      @r   z^3$r1   r4   z^nan$z\[nan\])r   rW   
isinstancer   r*   r7   r8   rD   rA   ra   r   r   r   r   r   r   test_get_loc_missing_nan  s    (*z#TestGetLoc.test_get_loc_missing_nanc                 C   s   t tjdggd }tddd }|tj|ks6J t tjddtjgg}tg d}t	|tj| t tjdggd }tddd }|tjdf|ksJ d S )Nr   r   r   )TFFTr4   r   )
r   r   rA   ra   r*   r   rW   rC   r&   r   )r   r   r/   r   r   r   1test_get_loc_with_values_including_missing_values  s    z<TestGetLoc.test_get_loc_with_values_including_missing_valuesc                 C   sF   t g dg dgg dg dgddgd}|dtd	d
ksBJ d S )N)Dr   C)r         %   9   C   K   R   )
r   r   r   r   r   r   r   r   r   r   )
r   r4   r   r%   r   r   r   r4   r   ru   tagdayr?   r@   r   r   r   r4   )r   r   r*   )r   r)   r   r   r   test_get_loc_duplicates2  s    z#TestGetLoc.test_get_loc_duplicates2c                 C   s   t dgddgdggddgddgddggg ddd}d}tt ||}W d    n1 sb0    Y  |tddd ksJ d S )Nr6   r   ru   r   )xyz)r?   r@   r   Z	sortorder)r6   ru   )r   r&   Zassert_produces_warningr   r   r*   )r   r   r   r   r   r   r   test_get_loc_past_lexsort_depth  s    (z*TestGetLoc.test_get_loc_past_lexsort_depthc                 C   sN   t ddg}d}tjt|d |g  W d    n1 s@0    Y  d S )Nrg   r   z\[\]r1   )r   rh   r7   r8   r   r   re   r   r   r   #test_multiindex_get_loc_list_raises  s    z.TestGetLoc.test_multiindex_get_loc_list_raisesc                 C   sl   t tdtdtdtdg}d}tjttt|d |	| W d    n1 s^0    Y  d S )Nr4   r   r   r%   )r   r   r1   )
r   r   r   r7   r8   rD   reescapestrr   )r   r   r   r   r   r   )test_get_loc_nested_tuple_raises_keyerror  s    "z4TestGetLoc.test_get_loc_nested_tuple_raises_keyerrorN)r\   r]   r^   r   r   r   r7   r_   r`   intfloatr   r   r   r   objectr   r   r   r   r   r   r   r   r   r   r   r   r   4  s&   &


	
r   c                   @   s   e Zd Zdd Zdd ZdS )	TestWherec                 C   sN   t ddg}d}tjt|d |d W d    n1 s@0    Y  d S )Nr   r   r   r   2\.where is not supported for MultiIndex operationsr1   Tr   rh   r7   r8   r   where)r   irE   r   r   r   
test_where  s    zTestWhere.test_wherec                 C   sZ   t ddg}ddg}d}tjt|d ||| W d    n1 sL0    Y  d S )Nr   r   FTr   r1   r   )r   Zlistlike_boxr   ZcondrE   r   r   r   test_where_array_like  s
    zTestWhere.test_where_array_likeN)r\   r]   r^   r  r  r   r   r   r   r     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e	j
jdd ZdS )TestContainsc                 C   s4   t ddgddgg}d|v s"J d|jvs0J d S )Nr   r   r   r   )r   r   Z_engine)r   r   r   r   r   test_contains_top_level  s    z$TestContains.test_contains_top_levelc                 C   s^   t dgtdddgg dg dgd dgd}dtdf|v sBJ |jD ]}||v sHJ qHd S )	Nr   r   r   )r   )r   r   r   r   r   r   )rJ   r   r   r   r4   r   r   r   )r   r   r|   	Timestampr,   )r   r   valr   r   r   test_contains_with_nat  s    
z#TestContains.test_contains_with_natc                 C   s(   d|v sJ d|vsJ d |vs$J d S )Nr
   r   r   r   r   r   r   test_contains  s    zTestContains.test_containsc                 C   s^   t dtjdgg}tj|v s"J t ddgtjdgg}tj|vsHJ dtjf|v sZJ d S )Nr   r   r4   )r   rW   rA   ra   r   r   r   r    test_contains_with_missing_value  s
    z-TestContains.test_contains_with_missing_valuec                 C   s   t ddgddgg}d|v s"J |d}d|jd v s>J d|vsJJ t ddgdd	gg}d|v slJ |d}d|jd v sJ d|vsJ d S )
Nr   r   r4   r   r   r6   rN   rP   rQ   )r   r   r   r?   r   r   r   r    test_multiindex_contains_dropped%  s    

z-TestContains.test_multiindex_contains_droppedc                 C   sT   t jdddd}t|tt|g}|d |v s8J d|vsDJ d|v sPJ d S )Nz09:30:00z16:00:00z30 min)r   r   Zelement_not_exitz0 day 09:30:00)r|   Ztimedelta_ranger   rW   rA   rB   r   )r   Ztxr   r   r   r   test_contains_td64_level9  s
    z%TestContains.test_contains_td64_levelc                 C   s&   t tdtdg}d|vs"J d S )N@B )r  r   )r   rW   r   )r   r   r   r   r   test_large_mi_containsA  s    z#TestContains.test_large_mi_containsN)r\   r]   r^   r  r  r	  r
  r  r  r7   r_   Zslowr  r   r   r   r   r    s   	r  c                  C   s   t tddddddgdgg} tdtt| i| }|jtj	d	d dd d f df }t td
dddddgdgg}tj
tdt|d |dd}t|| d S )Nz2019-01-01T00:15:33d   r   date)r   r   namer   r4   r   z2019-1-2z2019-01-02T00:15:33z2019-01-05T03:15:33)rU   rV   r   r     )datar)   r  )r   r   r   r|   Z	DataFramerA   rB   r   r   Z
IndexSlicer}   r&   Zassert_series_equal)r   r-   r   ZqidxZ	should_ber   r   r   !test_timestamp_multiindex_indexerH  s*    " r  zindex_arr,expected,target,algor6   rN   rO   rj   r   rP   rk   rS   rQ   c                 C   s(   t | }|j||d}||ks$J d S )N)Zside)r   rW   Zget_slice_bound)rX   r/   targetalgor   r   r   r   r   'test_get_slice_bound_with_missing_valuec  s    

r  rM   r   r   r4   )r   r   rn   r   )r4   r   c                 C   s(   t | }|j||d}||ks$J d S rT   )r   rW   Zslice_indexer)rX   r/   rY   rZ   r   r   r   r   r   %test_slice_indexer_with_missing_valuer  s    
r  c               	      sT  d} dd dgd |  dgd |  dgd |  t jg|  dgd |   dg|  dgd |   t jg|  dgd	 |   dg|   fD  t D ]\\}}t }|||ksJ t j|d t jd
}| fdd|D }t	
|| qtt }t jdgt| t jd
}tddgd |  }||g fdd|D  }t	
|| d S )Nr   c                 S   s   g | ]}t |qS r   )r   ).0Zarrr   r   r   
<listcomp>  s   z%test_pyint_engine.<locals>.<listcomp>r   rK   r   r   r   rI   ro   c                    s   g | ]} | qS r   r   r  r  keysr   r   r        rJ   c                    s   g | ]} | qS r   r   r  r  r   r   r    r  )rA   ra   	enumerater   rh   r   rB   r   r   r&   r   r   r   rC   r   r   )Nr   	key_valuer)   r/   r   Zidcesmissingr   r  r   test_pyint_engine  s*    "
r#  zkeys,expected)TFTr%   c                 C   s@   t g dg dg}|| }tj|tjd}t|| d S )N)r   r   r   )r   r   r%   ro   )r   rW   Zget_locsrA   rC   r   r&   r   )r  r/   r   r   r   r   r   test_get_locs_reordering  s    
r$  c                 C   s   t jdgddggddgd}t jdg| dggddgd}||}tjddgtjd	}t|| ||}tjddgtjd	}t|| d S )
Nr   r   r   r   r   r   rJ   r   ro   )r   r   r   rA   rC   r   r&   r   )r   r   r   r   r/   r   r   r   )test_get_indexer_for_multiindex_with_nans  s    

r%  )&datetimer   r   numpyrA   r7   Zpandas.errorsr   r   Zpandasr|   r   r   r   r   Zpandas._testingZ_testingr&   r	   rb   r   r   r   r_   r`   r   r   r   r   r  r  ra   r  r*   r  r#  r$  r%  r   r   r   r   <module>   sx   u7  A 	 CB  
$$((	
&
