U
    sVc                 	   @   s  d Z ddlmZ ddlmZmZmZmZ ddlZddlm	Z	 ddl
ZddlZddlmZ ddlm  m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"m#Z#m$Z$m%Z%m&Z& ddl'm(Z) ddl*m+Z+ dd	l,m-Z- dd
l.m/Z/ ddl0m1Z1 ej23dej4ej4dgdej4ej4gdddggej4dgdej4gddgggdd Z5G dd de1Z6G dd dZ7G dd dZ8G dd dZ9G dd dZ:G dd dZ;G dd  d Z<G d!d" d"Z=G d#d$ d$e1Z>G d%d& d&Z?G d'd( d(Z@ej23d)d*d+d,gd*d+gdd-gfd*d+d.gd*d+gdd-gfd*d+d.gd*d.gdd/gfgd0d1 ZAd2d3 ZBd4d5 ZCd6d7 ZDd8d9 ZEd:d; ZFd<d= ZGd>d? ZHd@dA ZIdBdC ZJdDdE ZKdFdG ZLej23dHdIeMdIeNdIgdJdK ZOej23dLe"dMdNfe"dOdPdQdRfgdSdT ZPdUdV ZQdWdX ZRG dYdZ dZZSdS )[z$ test label based indexing with loc     )
namedtuple)datedatetimetime	timedeltaN)gettz)IndexingError)CategoricalCategoricalDtypeCategoricalIndex	DataFrameDatetimeIndexIndex
IndexSlice
MultiIndexPeriodPeriodIndexSeriesSparseDtype	Timedelta	Timestamp
date_rangetimedelta_rangeto_datetimeto_timedelta)	is_scalar)Float64Index)_one_ellipsis_message)Basez series, new_series, expected_serbaFTc                 C   sP   t d| i}||jd d df< t d|i}t| | t| |  d S NA)r   loctmassert_frame_equalisnaZnotna)seriesZ
new_seriesZexpected_serdfexpected r*   B/tmp/pip-unpacked-wheel-xj8nt62q/pandas/tests/indexing/test_loc.pytest_not_change_nan_loc.   s
    	r,   c                   @   s8  e Zd Zdd Zdd Zejddddd	d
dgdgddgdgdddd
gdgdd	gdgddgdgddgdggdd Zejddddgdddggdddgdddgggdd Z	ejddddgdgdgdddgdddgdgdddgdddgdgddd gd!gdggd"d# Z
d$d% Zd&d' Zd(d) Zejd*eddd	d
dddgdeged+d,dgdegedd-d
gdegedd-d
gdegedd.dd
gdeggd/d0 Zd1d2 Zd3d4 Zejd5edgged6gd7eddd6f edgd6d8fedged6gd9d6dgfedgged6gd9d6edgd6d8fgd:d; ZdS )<TestLocc                 C   s   | j dddgtd d S )Nr#      labelstypsfailscheck_resultKeyErrorselfr*   r*   r+   test_loc_getitem_int?   s    zTestLoc.test_loc_getitem_intc                 C   s   | j dddgtd d S )Nr#   cemptyr0   r3   r6   r*   r*   r+   test_loc_getitem_labelD   s    zTestLoc.test_loc_getitem_labelzkey, typs, axesfintsuintsr/   mixedtsNZfloats   r   c                 C   s   | j d|||td d S Nr#   r1   axesr2   r3   r7   keyr1   rD   r*   r*   r+   #test_loc_getitem_label_out_of_rangeI   s    z+TestLoc.test_loc_getitem_label_out_of_rangez	key, typs   r.         @r"   c                 C   s   | j d||td d S )Nr#   r0   r3   )r7   rF   r1   r*   r*   r+   test_loc_getitem_label_listY   s    	z#TestLoc.test_loc_getitem_label_listr:   
            )rH   rL   )rH      )r.      Zmultic                 C   s   | j d|||td d S rB   r3   rE   r*   r*   r+   (test_loc_getitem_label_list_with_missingd   s    z0TestLoc.test_loc_getitem_label_list_with_missingc                 C   s"   | j ddddgddgdtd d S )	Nr#   rA      (   r=   r>   rH   rC   r3   r6   r*   r*   r+   !test_loc_getitem_label_list_failsq   s        z)TestLoc.test_loc_getitem_label_list_failsc                 C   s   d S Nr*   r6   r*   r*   r+   !test_loc_getitem_label_array_likew   s    z)TestLoc.test_loc_getitem_label_array_likec                 C   s$   ddddg}| j d|dgtd d S )NTFr#   r:   r0   )r4   
IndexError)r7   r   r*   r*   r+   test_loc_getitem_bool|   s    zTestLoc.test_loc_getitem_boolzslc, typs, axes, failsZ20130102Z20130104   rO   c                 C   s   | j d||||d d S rB   )r4   )r7   Zslcr1   rD   r2   r*   r*   r+   test_loc_getitem_label_slice   s    z$TestLoc.test_loc_getitem_label_slicec                 C   st   t ddgddgddggddgdddgd}td	|jd
< t ddgddgddggddgdddgd}t|| d S )NrA   r       col1col2rK   rH   columnsindexr.   )rH   r\   r   )r   nparanger#   r$   r%   r7   r(   r)   r*   r*   r+    test_setitem_from_duplicate_axis   s      z(TestLoc.test_setitem_from_duplicate_axisc                 C   s   t dddgdtjdgtdtjtdgdd	}t d
gtdgdd	}|j|j|d  ddgf< t dddgdd
dgtdtdtdgdd	}t	
|| d S )NrH   r.   rL   zString 1zString 2z2019-06-11 11:00:00z2019-06-11 12:00:00)Zchannelr"   B)datazString 3r"   re   r"   re   )r   ra   NaNr   pdNaTvaluesr#   r&   r$   r%   )r7   r(   df2r)   r*   r*   r+   test_column_types_consistent   s.    
z$TestLoc.test_column_types_consistentzobj, key, expFr_   namer`   c                 C   s6   |j | }t|ttfr&t|| n||ks2td S rU   )r#   
isinstancer   r   r$   assert_equalAssertionError)r7   objrF   expresr*   r*   r+   #test_loc_getitem_single_boolean_arg   s    
z+TestLoc.test_loc_getitem_single_boolean_arg)__name__
__module____qualname__r8   r;   pytestmarkparametrizerG   rJ   rQ   rT   rV   rX   slice	TypeErrorr5   rZ   rd   rm   r   r   r   r   rx   r*   r*   r*   r+   r-   >   sv   








$r-   c                   @   s  e Zd Zdd Zejddedddffdedd	dffd
edddffdededdffdeddd	ffdeddedffdedddffgdd Zdd Z	dd Z
dd Zdd Zdd Zd d! Zd"d# Zejd$d%d&gd%d&d%d&ggd'd( Zd)d* Zd+d, Zd-d. Zd/d0 Zd1d2 Zd3d4 Zd5d6 Zejd7d8 Zejd9d:ejd:ejd;ejd:d:d:d:d:gejd;gd<d= Zd>d? Zd@dA ZdBdC Z dDdE Z!dFdG Z"ejdHdIdJdKdLdMdNdOdPgdQdR Z#dSdT Z$dUdV Z%dWdX Z&dYdZ Z'd[d\ Z(d]d^ Z)d_d` Z*dadb Z+dcdd Z,ejdedfge-dgdfdgedfggejdhdigediggdjdk Z.ejdld:dmgdfdndodKgfdpe/dpdpdpdpgdqdrej0ej0gdpdpdpdpggdfdndodKgdsfdtdodKgfdpduge/dtdmej0ej0gdqdrdpdugdvdwej0ej0ggdfdndodKgdsfdtdfdndogfejdpdudxgejd;e/dtdmej0gdpdudxgdvdwej0ggdfdndogdsfe-dtdqdgdndodKgfdpdudxgdydzd{gge/dtdmej0ej0gdqdpdudxgdvdydzd{ggdfdndodKgdsfe-dtdqdgdodfdKgfejdpdudxgdydzd{ggejd;e/dtdmej0ej0gdudrdpdxgdzdwdyd{ggdfdndodKgdsfe-dgdgdgdfdogfe/dpdugdxdygdzd{ggdfdogdse/dpdmdugdxdrdygdzdwd{ggdfdndogdsfgd|d} Z1d~d Z2dd Z3dd Z4dd Z5dd Z6ejj7ejdddgddggdd Z8dd Z9dd Z:dd Z;ejj<dddd Z=dd Z>dd Z?ej@ddd ZAej@ddd ZBdd ZCdd ZDdd ZEdd ZFdd ZGdd ZHdd ZIejddddgejdejejJeKgeLjMej@ddd ZNdd ZOeLjMdd ZPdd ZQejdeddgdd ZRejdeSejeTeUgddĄ ZVddƄ ZWejddeTdtgfdeTdmgfgdd˄ ZXdd̈́ ZYejdd:ddtdmdqdrdvdwdpdudxg
fe-drdud:dtdmdqdddddudxg
fdqdvgd:dtdmddrddwdpdudxg
fgddф ZZddӄ Z[ddՄ Z\ddׄ Z]ejdddggddۄ Z^dd݄ Z_ejddfdfgdfe-dgfgdd Z`dd Zadd Zbdd Zcdd Zddd Zeejdddgdd Zfdd Zgdd Zhdd Zidd Zjdd ZkdgS )TestLocBaseIndependentc                 C   sH   t tddd}|jtdgd d  }|jdd  }t|| d S )NZ20212022rq   z2021/6/1r      )r   r   r#   ra   arrayilocr$   r%   r7   r(   resultr)   r*   r*   r+   test_loc_npstr   s    z%TestLocBaseIndependent.test_loc_npstrzmsg, keyz'Period\('2019', 'A-DEC'\), 'foo', 'bar'  foobarz&Period\('2019', 'A-DEC'\), 'y1', 'bar'y1z&Period\('2019', 'A-DEC'\), 'foo', 'z1'z1z;Period\('2018', 'A-DEC'\), Period\('2016', 'A-DEC'\), 'bar'    z&Period\('2018', 'A-DEC'\), 'foo', 'y1'z;Period\('2017', 'A-DEC'\), 'foo', Period\('2015', 'A-DEC'\)    z&Period\('2017', 'A-DEC'\), 'z1', 'bar'c              	   C   sz   t tdddgtdtddgtddtd	gd
ddgdddgddddg}tjt|d |j|  W 5 Q R X dS )a  
        parse_time_string return parameter if type not matched.
        PeriodIndex.get_loc takes returned value from parse_time_string as a tuple.
        If first argument is Period and a tuple has 3 items,
        process go on not raise exception
        r   x1Zx2r   r   r   r   r   r   rH   r.   rL   rK   rA   rR   )r"   re   CZV1ZV2r"   re   r   matchN)r   r   	set_indexr|   raisesr5   r#   )r7   msgrF   r(   r*   r*   r+   ;test_contains_raise_error_if_period_index_is_in_multi_index   s    	zRTestLocBaseIndependent.test_contains_raise_error_if_period_index_is_in_multi_indexc              	   C   s>   t ddgi}tjtdd |jd d df  W 5 Q R X d S )Nr    rH   u   אr   r   r|   r   r5   r#   r7   r(   r*   r*   r+   $test_loc_getitem_missing_unicode_key  s    z;TestLocBaseIndependent.test_loc_getitem_missing_unicode_keyc                 C   sT   t tjddd tdD d}|jd }|jd d df jd }t|| d S )	N)rA   rP   c                 S   s   g | ]}d |d  qS )ZABCDErP   r*   .0xr*   r*   r+   
<listcomp>  s     z@TestLocBaseIndependent.test_loc_getitem_dups.<locals>.<listcomp>rA   rq   )r"   r   r   r"   )r   ra   randomZrandom_sampleranger#   r$   assert_series_equalr7   r(   r)   r   r*   r*   r+   test_loc_getitem_dups  s    
 
z,TestLocBaseIndependent.test_loc_getitem_dupsc                 C   s   t ddddtdggdddddgdgd}tddddtdgdddddgdd}|jd	 }t|| |jd }t|| d S )
NrH   r.   r   r   20130101r    r^   r`   rp   r   )r   r   r   r   r$   r   r#   r   r*   r*   r+   test_loc_getitem_dups2   s    

z-TestLocBaseIndependent.test_loc_getitem_dups2c                 C   s  t tdtdtjdddd d tjdddd d d	d
}dddgf}| }|j|  d9  < t|j| d|j|   d}| }|j|  d9  < |j| d|j|  kst	dddgf}| }|j|  d9  < t
|j| d|j|   d S )NZrtttiZaaaderP   float64dtypegq=
ףp?r.   g(\տ)mer   r   bar2r   rr   r          @)r   r   t)r   listra   rb   r   copyr#   r$   r   rt   r%   )r7   df_origindexerr(   r*   r*   r+   test_loc_setitem_dups5  s2    
z,TestLocBaseIndependent.test_loc_setitem_dupsc                 C   s   t dddgtdddgddd}|d	 dk}|j|d
f d }||j|d
f< t dddgtdddgddd}t|| t dddgdddgddd}|d	 dk}|j|d
f }||j|d
f< t dddgdddgddd}t|| d S )Nr   rH   d   r[   ,  Zuint32r   r    r   r    r      i-  uint64)r   r   r#   r$   r%   )r7   Zdf1ixZnewb1r)   rl   Znewb2r*   r*   r+   test_loc_setitem_sliceY  s    "z-TestLocBaseIndependent.test_loc_setitem_slicec              	   C   s   t dgdgdgdgd}dddg}d	}tjt|d
, |jd d |f d|jd d |f< W 5 Q R X t dgtjdgddtjdgddtjdgddd}t|| d S )Nr"   333333?        g      )idr    r   r9   r    r   r9   .will attempt to set the values inplace insteadr   Zfloat32r   )	r   r$   assert_produces_warningDeprecationWarningr#   astypera   r   r%   )r7   r(   colsr   r)   r*   r*   r+   test_loc_setitem_dtypen  s    
0	z-TestLocBaseIndependent.test_loc_setitem_dtypec              	   C   sr   t tddddgd}tjtdd |ddg  W 5 Q R X t td}tjtdd |d	dg  W 5 Q R X d S )
NrL   r    r   r9   rq   not in indexr   dr   )r   r   r|   r   r5   r7   sr*   r*   r+   $test_getitem_label_list_with_missing  s    z;TestLocBaseIndependent.test_getitem_label_list_with_missingr`   TFc              	   C   sN   t dddg}dt| dt| }tjt|d |j|  W 5 Q R X d S )NrH   r.   rL   z Boolean index has wrong length: z instead of r   )r   lenr|   r   rW   r#   )r7   r`   r   r   r*   r*   r+   test_loc_getitem_bool_diff_len  s    z5TestLocBaseIndependent.test_loc_getitem_bool_diff_lenc                 C   s   d S rU   r*   r6   r*   r*   r+   test_loc_getitem_int_slice  s    z1TestLocBaseIndependent.test_loc_getitem_int_slicec              	   C   sZ   t tjddddgdddgd}d	}tjt|d
 |jddgddgf  W 5 Q R X d S )N)rL   rL   r    r   r9   er<   gr`   r_   zJ\"None of \[Int64Index\(\[1, 2\], dtype='int64'\)\] are in the \[index\]\"r   rH   r.   )r   ra   r   r|   r   r5   r#   r7   r(   r   r*   r*   r+   test_loc_to_fail  s    
  z'TestLocBaseIndependent.test_loc_to_failc              	   C   s,  t td}d|jd< d|jd< tjtdd |jd  W 5 Q R X d}tjt|d |jdd	g  W 5 Q R X d
}tjt|d |jdg  W 5 Q R X d|jd< tjtdd |jdd	g  W 5 Q R X d|d< d}tjt|d |jd	g  W 5 Q R X |d= tjt|d d|jd	g< W 5 Q R X d S )Nr   rH   r.   r    z^-1$r   zL\"None of \[Int64Index\(\[-1, -2\], dtype='int64'\)\] are in the \[index\]\"zE\"None of \[Index\(\['4'\], dtype='object'\)\] are in the \[index\]\"4rL   r   zH\"None of \[Int64Index\(\[-2\], dtype='int64'\)\] are in the \[index\]\"r   )r   objectr#   r|   r   r5   )r7   r   r   r*   r*   r+   test_loc_to_fail2  s.    



z(TestLocBaseIndependent.test_loc_to_fail2c              	   C   sx   t dgdggddgdgd}d}tjt|d |jd	gd d f  W 5 Q R X tjt|d |jd	g  W 5 Q R X d S )
Nr    r   rH   r.   valuer   zG\"None of \[Int64Index\(\[3\], dtype='int64'\)\] are in the \[index\]\"r   rL   r   r   r*   r*   r+   test_loc_to_fail3  s    z(TestLocBaseIndependent.test_loc_to_fail3c              	   C   sr   t dddg}|jdg  tjttdd |jdg  W 5 Q R X tjtdd |jddg  W 5 Q R X d S )NrH   r.   rL   z="None of [Int64Index([3], dtype='int64')] are in the [index]"r   r   )r   r#   r|   r   r5   reescaper   r*   r*   r+   test_loc_getitem_list_with_fail  s    z6TestLocBaseIndependent.test_loc_getitem_list_with_failc                 C   s   t tjjdddddddgd}|jd	d
 }|jt| }|j| }t|| |j|j	 }t|| |jt
j|dd }t|| d S )N)rP   rK   sizeZalpha_0Zalpha_1Zalpha_2Zbeta_0Zbeta_1rq   c                 S   s   d| kS )Nalphar*   r   r*   r*   r+   <lambda>      z7TestLocBaseIndependent.test_loc_index.<locals>.<lambda>booleanr   )r   ra   r   r`   mapr#   r   r$   r%   rk   ri   )r7   r(   maskr)   r   r*   r*   r+   test_loc_index  s    
z%TestLocBaseIndependent.test_loc_indexc                 C   s   t tjddddddgddddgd}|jd d ddf jddd d f }|jddgk sft|j	ddgk s|tt t
d	gd
gdjd }tt
d	d
gddgdd}t|| |jtkstd S )NrO   r"   re   r   Dr^   r   r.   r   rH   r   r    r   r   )r   ra   r   randr#   r   r_   allrt   r`   r   r   r$   r   r   r   r   r*   r*   r+   test_loc_general  s    

(z'TestLocBaseIndependent.test_loc_generalc                 C   s"   t tddttdtjddS )N
2000-01-01	2000-01-5rP   r   r   val)r   r   r   r   ra   int64r6   r*   r*   r+   frame_for_consistency  s
    z,TestLocBaseIndependent.frame_for_consistencyr   r   r   c                 C   sV   t tdtdtjdttdtjdd}| }||jd d df< t|| d S )Nr   rP   r`   r   r   r   r   	r   r   r   ra   r   r   r#   r$   r%   )r7   r   r   r)   r(   r*   r*   r+   test_loc_setitem_consistency"  s    z3TestLocBaseIndependent.test_loc_setitem_consistencyc                 C   sR   t tdtddttdtjdd}| }d|jd d df< t|| d S )Nr   rP   rq   r   r   r   r   r7   r   r)   r(   r*   r*   r+   (test_loc_setitem_consistency_dt64_to_str3  s    z?TestLocBaseIndependent.test_loc_setitem_consistency_dt64_to_strc                 C   sR   t tdtddttdtjdd}| }d|jd d df< t|| d S )N      ?rP   rq   r   r   r   r   r   r*   r*   r+   *test_loc_setitem_consistency_dt64_to_floatA  s    zATestLocBaseIndependent.test_loc_setitem_consistency_dt64_to_floatc                 C   sJ   t dttdgi}d|jd d df< t dtdgi}t|| d S )Nr   Z20180101string)r   r   r   r#   r$   r%   rc   r*   r*   r+   'test_loc_setitem_consistency_single_rowN  s    z>TestLocBaseIndependent.test_loc_setitem_consistency_single_rowc              	   C   s   t ddgd}|d tj|d< t ddgd}td  d|jd d df< W 5 Q R X t|| t ddgd}d|d< t|| d S )Nr   yrn   rH   )r   r   ra   r   r$   r   r#   r%   r7   r)   r(   r*   r*   r+   "test_loc_setitem_consistency_emptyV  s    z9TestLocBaseIndependent.test_loc_setitem_consistency_emptyc           	   	   C   s  dgd ddddgddddgg}t j|d	d
dgd}dddddgdddddgg}t j|ddgd}ddddtjgdddddgddddtjgddddd gg}t|||d!}d"}tjt|d#* t|j	d d d$f |j	d d d$f< W 5 Q R X tjt|d#* t|j	d d d%f |j	d d d%f< W 5 Q R X tjd |d#8 |j	d d d%f |j	d d d$f  |j	d d d&f< W 5 Q R X tjd |d#, |j	d d d&f 
d'|j	d d d&f< W 5 Q R X td(d)d*d+g|jd&d,}t|d& | d S )-NZRegion_1rO   ZSite_1ZSite_2l   BP[ l   _Z l   q=.Z l   <.Z ZRegionZSiteZRespondentIDnames
RespondentZOtherCatZ	Something	StartDateEndDatezYes/NoZSomethingElseZLevel_0ZLevel_1r"   z5/25/2015 10:59z5/25/2015 11:22ZYesz5/21/2015 9:40z5/21/2015 9:52z5/20/2015 8:27z5/20/2015 8:41z5/20/2015 8:33z5/20/2015 9:09ZNor   r   r   )r   r   )r   r  )r   ZDurationztimedelta64[s]id  i  iH  g     @r   )r   from_arraysra   nanr   r$   r   r   r   r#   r   r   r`   r   )	r7   levelsmiZclevelsr   rk   r(   r   r)   r*   r*   r+   -test_loc_setitem_consistency_slice_column_lenc  sR    



  zDTestLocBaseIndependent.test_loc_setitem_consistency_slice_column_lenunitYMr   hmr   msusc                 C   s   t dtdtdgi}|jd d df jd| d|jd d |f< |jd d df jd| d|d< t|jd d df |d}t|jd d |f | d S )N	timestampz2017-02-11 12:41:29z1991-11-07 04:22:37zdatetime64[]r)   ro   )	r   ra   
datetime64r#   rk   r   r   r$   r   )r7   r  r(   r)   r*   r*   r+   test_loc_assign_non_ns_datetime  s    	0&z6TestLocBaseIndependent.test_loc_assign_non_ns_datetimec                 C   s   t dddddgi}t|d ddd|d	< |jd d d	f |jd d d
f< |jddgd	f |jddgd
f< t dddgdddgdddgdddggdd	d
gd}d	d
g}|| t||< t|| d S )Nr   l   CO!gl   s~!gl    4	8l   A{?r  T)r  cacheZdate_dtZ
date_dt_cpr.   rL   z2017-01-24 13:26:12.711z2017-01-24 13:52:05.110z2018-10-22 13:44:05.888z2018-10-23 08:08:41.025rn   )r   	from_dictr   r#   applyr$   r%   )r7   r(   r)   r_   r*   r*   r+   test_loc_modify_datetime  s"      
z/TestLocBaseIndependent.test_loc_modify_datetimec                 C   sp   t dddgdgtd}tjdddgdd	|jdddgdf< tdddgdddgtd
}t d|i}t|| d S )NrL   rP   rO   r"   r`   r_   r   rH   r.   r   r   r   )r   floatra   r   r#   r   r$   r%   )r7   r(   serr)   r*   r*   r+   #test_loc_setitem_frame_with_reindex  s
    $z:TestLocBaseIndependent.test_loc_setitem_frame_with_reindexc              	   C   s   t dddgddgtd}d|d< d}tjt|d	* tjd
ddgdd|jdddgdf< W 5 Q R X tddd
gdddgdd}t d|i}d|d< t	|| d S )NrL   rP   rO   r"   re   r  r   r   r   rH   r.   r   r   r   )
r   r  r$   r   r   ra   r   r#   r   r%   )r7   r(   r   r  r)   r*   r*   r+   )test_loc_setitem_frame_with_reindex_mixed  s    .z@TestLocBaseIndependent.test_loc_setitem_frame_with_reindex_mixedc              	   C   s   t dddgddgtd}d|d< d}tjt|d	, tjdddgd
d|jtddddf< W 5 Q R X t dddgdddddgd}t	|| d S )NrH   r.   rL   r"   re   r  r   r   r   r   r   r   r   rg   rq   )
r   r  r$   r   r   ra   r   r#   r   r%   )r7   r(   r   r)   r*   r*   r+   *test_loc_setitem_frame_with_inverted_slice  s    0zATestLocBaseIndependent.test_loc_setitem_frame_with_inverted_slicec           
      C   s   dd t dD }tjddd}dd t dD }tjddd}tt||}t|d}tj|d	< ||j|d	f< tj|d
< ||j|d
f< t	||tj
d}t	||d}t||dj|d}	t||	 d S )Nc                 S   s   g | ]}d t | qS @strr   ir*   r*   r+   r     s     zGTestLocBaseIndependent.test_loc_setitem_empty_frame.<locals>.<listcomp>rP   r   r   c                 S   s   g | ]}d t | qS r  r  r   r*   r*   r+   r     s     rO   rq   r"   re   r   rg   )r   ra   rb   r   setunionr   r  r#   r   r   reindexr$   r%   )
r7   Zkeys1Zval1keys2Zval2r`   r(   ZseraZserbr)   r*   r*   r+   test_loc_setitem_empty_frame  s    


z3TestLocBaseIndependent.test_loc_setitem_empty_framec                 C   s   t tjddtdtdd}|jd }d|jd< |jd }|dksJt|jd }|dks`td|jd d d	d
f< |jd d d	d
f }|jd d dd f }t	|| d S )NrO   ZabcdABCDr   r   r   rH   )r    r"   r   re   r   )
r   ra   r   randnr   r   r#   rt   r$   r%   r   r*   r*   r+   test_loc_setitem_frame  s     



z-TestLocBaseIndependent.test_loc_setitem_framec                 C   sT   t dddgtjd}|j|j|j|jkdf< t dddgtjd}t|| d S )NrH   r.   rL   rg   re   )r   ra   r  r"   r#   re   r$   r%   rc   r*   r*   r+   /test_loc_setitem_frame_nan_int_coercion_invalid  s    zFTestLocBaseIndependent.test_loc_setitem_frame_nan_int_coercion_invalidc                 C   s   t ddgddgddgd}|jdddgf }tddgtddgtd	tdd
}t|| t ddgddgddgd}ddg|jdddgf< t|| d S )NrH   r.   rL   rO   r    r   )rH   r.   r    r   r   r`   r   rp   rP   rM   )r   r#   r   r   r   r$   r   r%   r   r*   r*   r+   #test_loc_setitem_frame_mixed_labels  s       z:TestLocBaseIndependent.test_loc_setitem_frame_mixed_labelsc                 C   s  t dddgttdtjdd}|jdd }|jd	d |_||jd	d< t dddgtdddgtjdd}t|| t t	d
dttdtjdd}t t
dt
dt
dt
dt
dgtd	dd	ddgtjdd}|jd	d }|jdd |_||jdd< t|| d S )Nr   r   bazrL   r   rg   rH   r.   r   r   r   rP   r   Z20000101Z20000102Z20000103rO   )r   r   r   ra   r   r#   r`   r$   r%   r   r   )r7   r(   rhsr)   r*   r*   r+    test_loc_setitem_frame_multiples#  s:    z7TestLocBaseIndependent.test_loc_setitem_frame_multiplesr   r"   Nr   Zc                 C   sL   t ddgddggddgd}||jd|f< |jd	 }t|rD|d
ksHtd S )NrH   r.   rL   rO   r"   re   rn   r   )r   r"   r1  )r   r#   r   rt   )r7   r   r   r(   r   r*   r*   r+   "test_loc_setitem_with_scalar_indexH  s    	
z9TestLocBaseIndependent.test_loc_setitem_with_scalar_indexzindex,box,expectedr.   re   r   rN   rL   rO   rn   rH   rY   rP   rM   	   rK         c              	   C   s   t ddgddgddggddgd	}d }t|d
 trH|d
 td krHt}d}tj||d ||j|< W 5 Q R X t|| d S )NrH   r.   rL   rO   rP   rM   r"   re   rn   r   r   r   )r   rr   r   r   r$   r   r#   r%   )r7   r`   boxr)   r(   warnr   r*   r*   r+    test_loc_setitem_missing_columnsW  s    5"z7TestLocBaseIndependent.test_loc_setitem_missing_columnsc                 C   sZ   t dtddtjgi}|j}|jdg }t|j| |jdg }t|j| d S )Nr   r   UTCr   rH   )	r   r   tz_localizeri   rj   dtypesr   r$   r   r   r*   r*   r+   test_loc_coercion  s    z(TestLocBaseIndependent.test_loc_coercionc                 C   sj   dd l }td| ddd| dddgi}|j}|jdg }t|j| |jdg }t|j| d S )Nr   r     rH   i  r.   )r   r   r;  r   r$   r   )r7   r   r(   r)   r   r*   r*   r+   test_loc_coercion2  s    z)TestLocBaseIndependent.test_loc_coercion2c                 C   sZ   t ddgd gd  i}|j}|jdd }t|j| |jdd  }t|j| d S )Ntextz
some wordsr3  r   r.   rL   )r   r;  r   r$   r   r   r*   r*   r+   test_loc_coercion3  s    z)TestLocBaseIndependent.test_loc_coercion3c                 C   sf   t ddt ddg}t|ddgd}ttd}|d ||d< |d	 ||d< t|| d S )
N*   r9  i  r   r   rq   r   r   rH   )r   r:  r   r   r$   r   )r7   Z
indexer_slvalsr)   r  r*   r*   r+   test_setitem_new_key_tz  s    
z.TestLocBaseIndependent.test_setitem_new_key_tzc              	   C   s  t ddddddgddddddgd	d
dd
dddgd}d}tjt|d |jdd   W 5 Q R X d}tjt|d |jd
d   W 5 Q R X d}tjt|d |jdd  W 5 Q R X t ddddddgddddddgd	d
dd
dddgdjd
d}|jdd  }t ddddgddddgd	ddddgd}t|| |jd
d  }t|| |jdd }t dddgdddgd	dddgd}t|| d S )NrH   r.   rL   rO   rP   rM   rN   rY   rg   r   rq   z5'Cannot get left slice bound for non-unique label: 1'r   z5'Cannot get left slice bound for non-unique label: 0'axis)r   r|   r   r5   r#   
sort_indexr$   r%   )r7   r(   r   r   r)   r*   r*   r+   test_loc_non_unique  s6        *$z*TestLocBaseIndependent.test_loc_non_uniquez
length, l2  r   i 順 c              	   C   s   t d}tttj|t|t||dtt	|t|fdg| |dg}|j
jdksbtt|}|j| }t|dgtt	t|t|fdgt| |d||dd  g}t|| d S )NZABCDEFGr   r   FrH   )r   ri   concatr   ra   r   r)  r   rb   onesr`   Z	is_uniquert   r#   taker$   r%   )r7   lengthl2r_   r(   r   r   r)   r*   r*   r+    test_loc_non_unique_memory_error  s0     


z7TestLocBaseIndependent.test_loc_non_unique_memory_errorc                 C   s\   t ddgddgg}d|j_|jddg jj}|dks:t|jddg jj}|dksXtd S )NrH   Z
index_namer   )r   r`   rp   r   rt   r#   r7   r(   r   r*   r*   r+   test_loc_name  s    z$TestLocBaseIndependent.test_loc_namec                 C   s   t dd}t j|jd d g f |jd d d df ddd t j|jg d d f |jd dd d f ddd t j|jg  |jd dd d f ddd d S )NrP   r.   r   T)check_index_typecheck_column_type)r$   ZmakeCustomDataframer%   r#   r   r   r*   r*   r+   !test_loc_empty_list_indexer_is_ok  s&             z8TestLocBaseIndependent.test_loc_empty_list_indexer_is_okc           
      C   s  |rt jjdd}|j| tddddgi}|jd d  }||k	sJt|d d  |k	s^tt	|d j
|d j
sztdddg|jd d df< |r|d dddgk stn|d dk st||jd d d d f kstttjdd}|d	 |jd d d	f ksttddddd
dg}|jd d  }	|	|k	sFt|d d  |k	s\tdddg|d d< |rt|	d d dddgkstn t|	d d dddgkstd S )Nz0setting with .loc[:, 'a'] does not alter inplacereasonr    rH   r.   rL   rO   rK   r   rP   rM   rN   rY   r3  )r|   r}   xfailnodeZ
add_markerr   r#   rt   ra   Zshares_memory_valuesr   r   r)  r   )
r7   using_array_managerrequestusing_copy_on_writer}   Zoriginal_dfZ	sliced_dfr(   Zoriginal_seriesZsliced_seriesr*   r*   r+   &test_identity_slice_returns_new_object,  s2     "z=TestLocBaseIndependent.test_identity_slice_returns_new_objectz!accidental fix reverted - GH37497rU  c                 C   s|   t ttdtdddgd}| }|jd d df }|d7 }t|| | }|j|jdf }|d7 }t|| d S )NrL   r    r   rn   r.   )r   zipr   r   r#   r$   r%   r`   )r7   r   r   qzr*   r*   r+   test_loc_copy_vs_viewW  s    z,TestLocBaseIndependent.test_loc_copy_vs_viewc                 C   s   t dj}tddg|d |gd}|j|d  }|jd }||ksHt|j|d g }|jdg }t|| |j|d |g }t|| d S )Nr   rH   r.   rq   r   )	ra   iinfomaxr   r#   r   rt   r$   r   )r7   umaxr  r   r)   r*   r*   r+   test_loc_uint64h  s    
z&TestLocBaseIndependent.test_loc_uint64c              	   C   sr   t dj}tddg|d |gd}tjtdd |jd  W 5 Q R X tjtdd |jdg  W 5 Q R X d S )Nr   rH   r.   rq   z-1r   r   )ra   rb  rc  r   r|   r   r5   r#   )r7   rd  r  r*   r*   r+   !test_loc_uint64_disallow_negativey  s    z8TestLocBaseIndependent.test_loc_uint64_disallow_negativez,ignore:.*will attempt to set.*:FutureWarningc                 C   sR   dddg}t |d gt| d}t ddgd}||jd d df< t|| d S NrH   r.   rL   r   r   r   r   rn   )r   r   r#   r$   r%   r7   rf   r)   r(   r*   r*   r+   *test_loc_setitem_empty_append_expands_rows  s
    
zATestLocBaseIndependent.test_loc_setitem_empty_append_expands_rowsc                 C   sf   dddg}t |d gt| d}t ddgd}|d tj|d< ||jd d df< t|| d S rg  )r   r   r   ra   r   r#   r$   r%   ri  r*   r*   r+   6test_loc_setitem_empty_append_expands_rows_mixed_dtype  s    
zMTestLocBaseIndependent.test_loc_setitem_empty_append_expands_rows_mixed_dtypec                 C   sD   t dgtjgd}t ddgtd}|jd |jd< t|| d S )Nr   rh  r   r   r_   r   )r   r   )r   ra   r  r  r#   r$   r%   r   r*   r*   r+   *test_loc_setitem_empty_append_single_value  s    zATestLocBaseIndependent.test_loc_setitem_empty_append_single_valuec              	   C   s   ddg}t ddgd}|jtj|_d}tjt|d ||jddgdf< W 5 Q R X d		d
ddg}tjt
|d ||jdddf< W 5 Q R X d S )NrH   r.   r   r   rn   zFNone of \[Int64Index\(\[0, 1\], dtype='int64'\)\] are in the \[index\]r   r   |z?cannot copy sequence with size 2 to array axis with dimension 0zCcould not broadcast input array from shape \(2,\) into shape \(0,\)z@Must have equal len keys and value when setting with an iterable)r   r`   r   ra   r   r|   r   r5   r#   join
ValueError)r7   rf   r(   r   r*   r*   r+   $test_loc_setitem_empty_append_raises  s    z;TestLocBaseIndependent.test_loc_setitem_empty_append_raisesc                 C   sD   t ddgddgg}|jtd }tddgdd}t|| d S )NrH   r.   rL   rO   r   ro   )r   r#   ra   r   r   r$   r   )r7   r(   r   r   r*   r*   r+   test_indexing_zerodim_np_array  s    z5TestLocBaseIndependent.test_indexing_zerodim_np_arrayc                 C   s,   t ddg}|jtd }|dks(td S )NrH   r.   r   )r   r#   ra   r   rt   )r7   r   r   r*   r*   r+   %test_series_indexing_zerodim_np_array  s    z<TestLocBaseIndependent.test_series_indexing_zerodim_np_arrayc                 C   sl   ddddddgd gd  }t |tddd	}t tddtjd
}ddddddg|jddd< t|| d S )NrH   r.   rL   rO   rP   rM   i  i  rq   r   r   r   )r   r   ra   r   r#   r$   r   )r7   rf   r)   r   r*   r*   r+   test_loc_reverse_assignment  s
    z2TestLocBaseIndependent.test_loc_reverse_assignmentc                 C   s   t jd dd tdD }t|dgd}t|dgtd}t|| dd |D |j|j	df< t|dgt
dt}t|| d	d |D |d< t|dgt
d}t|| d S )
N   c                 S   s   g | ]}t tj d  qS )g-q=)r  ra   r   )r   _r*   r*   r+   r     s     z^TestLocBaseIndependent.test_loc_setitem_str_to_small_float_conversion_type.<locals>.<listcomp>rP   r"   rn   rl  c                 S   s   g | ]}t |qS r*   r  r   r*   r*   r+   r     s     c                 S   s   g | ]}t |qS r*   rw  r   r*   r*   r+   r     s     )ra   r   seedr   r   r   r$   r%   r#   r`   r  r   )r7   Zcol_datar   r)   r*   r*   r+   3test_loc_setitem_str_to_small_float_conversion_type  s    zJTestLocBaseIndependent.test_loc_setitem_str_to_small_float_conversion_typec           	      C   s   t dddd}|jdk|jdk@ }ttjt|d|d}t	||}|j
tdd }|j
| }t|| |j
d	d  }|j
tdd }|d
d  }|jd |_|jd |_t|| d S )N1/1/2000z1/5/2000Z5minfreqr3  rR   rL   rq   z1/4/2000r   )r   hourminuter   ra   r   r)  r   r$   get_objr#   r   rs   r`   
_with_freq)	r7   frame_or_seriesrngr   ru   r   rv   chunkr)   r*   r*   r+   test_loc_getitem_time_object  s    
z3TestLocBaseIndependent.test_loc_getitem_time_object
spmatrix_tZ
coo_matrixZ
csc_matrixZ
csr_matrixr   z>ignore:The behavior of .astype from SparseDtype.*FutureWarningc                 C   s   dd l }t|j|}d\}}|tj|||d|d}tj|}td|}|j| j	}	|
 | }
t|	|
 |j| jj	}	t|t|dd}
t|	|
 d S )Nr   )rP   rN   r   r.   )Z
fill_value)scipy.sparsegetattrsparsera   eyer   from_spmatrixr   r#   rk   Ztoarrayr$   Zassert_numpy_array_equalr;  fullr   )r7   r  r   ZscipyZrowsr   Zspmatrixr(   Zitr_idxr   r)   r*   r*   r+   $test_loc_getitem_range_from_spmatrix  s    
z;TestLocBaseIndependent.test_loc_getitem_range_from_spmatrixc                 C   s<   t dtjddgtddi}|jddg }t|| d S )Nr"   r   r   r   rH   )r   ri   r   r   r#   r$   r%   rP  r*   r*   r+   ,test_loc_getitem_listlike_all_retains_sparse  s    zCTestLocBaseIndependent.test_loc_getitem_listlike_all_retains_sparsec                 C   s   ddl m} tj|d}|jtd }tdddddgdddddggtddd}t	|| |jtd jtd	 }tdddddggtddd}t	|| d S )
Nr   )r  rP   r.   r   r   r   r   rH   )
r  r  r   r  r  r#   r   r   r$   r%   )r7   r  r(   r   r)   r*   r*   r+   test_loc_getitem_sparse_frame   s     z4TestLocBaseIndependent.test_loc_getitem_sparse_framec                 C   s   t dddddgtddd}|jtd }t ddgtddd}t|| |jtd jtd }t ddgtddd}t|| d S )Nr   r   r   r   r.   rL   )r   r   r#   r   r$   r   )r7   r   r   r)   r*   r*   r+   test_loc_getitem_sparse_series3  s    z5TestLocBaseIndependent.test_loc_getitem_sparse_seriesr#   r   c                 C   sV   t dddgdddggttd}t||d }tdddgttdd}t|| d S )Nr   r         ?r   r   r   )r   rp   )r   r   r  r  r   r$   r   )r7   r   r(   r   r)   r*   r*   r+   !test_getitem_single_row_sparse_df?  s     z8TestLocBaseIndependent.test_getitem_single_row_sparse_dfkey_typec                 C   sH   |dddg}|j d d |f }|j d d dddgf }t|| d S )Nr"   re   r   )r#   r$   r%   )r7   float_framer  idxr   r)   r*   r*   r+   test_loc_getitem_iterableG  s    z0TestLocBaseIndependent.test_loc_getitem_iterablec                 C   sb   t tjjdd}tdddd|_|jtdd d d f }|jdd d d f }t	|| d S )NrK   rO   r   Z0srK   r   startperiodsr|  )
r   ra   r   normalr   r`   r#   r   r$   r%   r   r*   r*   r+   #test_loc_getitem_timedelta_0secondsN  s
    z:TestLocBaseIndependent.test_loc_getitem_timedelta_0secondsval,expected                c                 C   s4   t ddgddgd}|j| }||_t|| d S )NrH   r.   r  r  rq   )r   r#   rp   r$   r   )r7   r   r)   r(   r   r*   r*   r+   test_loc_getitem_uint64_scalarV  s    
z5TestLocBaseIndependent.test_loc_getitem_uint64_scalarc                 C   sD   t dddgdddgd}| }d|jd< d|jd	< t|| d S )
Nr    r   r9   r         ?rH   rq   Zzoor.   )r   r   r#   r   r$   r   r7   r  r)   r*   r*   r+   ,test_loc_setitem_int_label_with_float64indexa  s
    

zCTestLocBaseIndependent.test_loc_setitem_int_label_with_float64indexzindexer, expectedrA   c                 C   s\   t tddd}tdtdid|d}d|j|j| df< t||dgdd}t|| d S )	NrK   r   r  r   r   r   r`   rA   r  )r   r   r   r#   r`   r$   r%   )r7   r   r)   tdir(   r*   r*   r+   /test_loc_setitem_listlike_with_timedelta64indexk  s    zFTestLocBaseIndependent.test_loc_setitem_listlike_with_timedelta64indexc                 C   s   t dddddgtdd}t dddddgtdd}tddgddgd|jdddf< tddgddgd|jdd	df< t|| d S )
NrH   Zaaaaar   r   Zaabbar    
categoriesr.   rL   )r   r   r	   r#   r$   r%   )r7   r(   rv   r*   r*   r+   8test_loc_setitem_categorical_values_partial_column_slice  s
    ""zOTestLocBaseIndependent.test_loc_setitem_categorical_values_partial_column_slicec              	   C   s   t dgdgd}t|d dddgd}d}tjt|d	 ||jd d df< W 5 Q R X |d }t||jdd
}t|| d S )Nr    r   )AlphaZNumericr  r   r9   r  r   r   r   )	r   r	   r$   r   r   r#   r   r`   r   )r7   r(   r  r   r   r)   r*   r*   r+   'test_loc_setitem_single_row_categorical  s    z>TestLocBaseIndependent.test_loc_setitem_single_row_categoricalc              	   C   s   t dtdgd i}td|jdddf< td|jd ksDttd|jd ksZttd	d
d
|jd< tt	 td|jd kstW 5 Q R X td |jd kstd S )Nr9   z
2010-10-01rL   z
2008-08-08r   rH   )r   r9   )rH   r9   i  rP   )r.   r9   z
2005-05-05)
r   r   ra   r  r#   rt   r   r$   r   FutureWarningr   r*   r*   r+   "test_loc_setitem_datetime_coercion  s     z9TestLocBaseIndependent.test_loc_setitem_datetime_coercionidxervarc                 C   sX   |}t ddd|d}td|dgd}t|dgtjd}||jd d |f< t|| d S )	Nz
2015-07-12rL   H)r  r  r|  tzr   r  r   r  )r   r   ra   r   r#   r$   r%   )r7   r  Ztz_naive_fixturer  r  r)   r   r*   r*   r+   !test_loc_setitem_datetimeindex_tz  s    z8TestLocBaseIndependent.test_loc_setitem_datetimeindex_tzc           
      C   s|  t dddd}ttjt|d|d}tddd}ttd	ddtd
dd}ddddg}ddddddddddddg}| }d|j	|< |j	| }|j	|  }	d|	j	d d < |r|	
t}	t||	 | }d|j	|< |j| |j	|< t|| | }d|j	|< |j	| }|j	|  }	d|	j	d d < |r>|	
t}	t||	 | }d|j	|< |j| |j	|< t|| d S )Nz
2012-01-01z
2012-01-05Z30minr{  rP   rq   r5  r   ru        H   x               J   K   L   z   {   |            )r   r   ra   r   r)  r   r   r   r   r#   r   r  r$   r%   r   )
r7   rZ  r`   r(   ZakeyZbkeyZaindsZbindsr   r)   r*   r*   r+   test_loc_setitem_time_key  s<    







z0TestLocBaseIndependent.test_loc_setitem_time_keyrF   c                 C   s   t dddg}tdddgddd	gg|d
}| }tjdtd|jd d |f< tdddgdddgg|d
}t	|| |j
dd}tjdtd|jd d |f< |j
dd}t	|| d S )N)r"   rO   )re   3)r"   2rH   r.   rL   rO   rP   rM   rn   )r.   r.   r   r   rD  )r   from_tuplesr   r   ra   zerosintr#   r$   r%   rF  )r7   rF   r  r(   ru   r)   r*   r*   r+   ,test_loc_setitem_unsorted_multiindex_columns  s    zCTestLocBaseIndependent.test_loc_setitem_unsorted_multiindex_columnsc                 C   s>   t dddg|d}d|jd< t dddg|d}t|| d S )NrH   r.   rL   r   rO   r   r   r#   r$   r   )r7   Zany_int_numpy_dtyper'   r)   r*   r*   r+   test_loc_setitem_uint_drop  s    
z1TestLocBaseIndependent.test_loc_setitem_uint_dropc                 C   sp   t dtddg }tdd|jdddg< t dtddg }ttdd|jdddg< t|| d S )NrK   r  rA   rH   r.   rL   )r   ra   timedelta64r#   r   r$   r   r  r*   r*   r+   test_loc_setitem_td64_non_nano  s
    z5TestLocBaseIndependent.test_loc_setitem_td64_non_nanoc              	   C   s   t jdd}ttd}dddg}tjt|d ||j	td< W 5 Q R X d}tjt|d ||j	d d < W 5 Q R X d S )Nr.   rn  z,shape mismatch: value array of shape \(2,2\)z0cannot reshape array of size 4 into shape \(2,\)r   zEcould not broadcast input array from shape \(2,2\) into shape \(2,?\))
ra   r   r)  r   r   ro  r|   r   rp  r#   )r7   rf   r  r   r*   r*   r+    test_loc_setitem_2d_to_1d_raises  s    z7TestLocBaseIndependent.test_loc_setitem_2d_to_1d_raisesc                 C   sX   t jddd}tdddgdddgd	d
dgg|dddgd}d}|jd }t|| d S )Nr   rL   )r  r  rH   r.   rO   rP   rM   rN   rY   r3  r"   re   r   r   )r  r"   )ri   interval_ranger   r#   r$   assert_almost_equal)r7   r`   r(   r)   r   r*   r*   r+   test_loc_getitem_interval_index	  s      
z6TestLocBaseIndependent.test_loc_getitem_interval_indexc                 C   sz   t jdddd}tdddgddd	gd
ddgg|dddgd}t jddddd}tddg|dd}|jd }t|| d S )Nr   rL   Zboth)r  r  closedrH   r.   rO   rP   rM   rN   rY   r3  r"   re   r   r   )r  r  r|  r  r   rH   r"   )ri   r  r   r   r#   r$   r   )r7   r`   r(   Z	index_expr)   r   r*   r*   r+    test_loc_getitem_interval_index2  s      
z7TestLocBaseIndependent.test_loc_getitem_interval_index2tplrH   rH   r.   c                 C   sR   t ddgddd}t|d}|j|g }t |gddd}t|d}t|| d S )Nr  r  r"   Frp   Ztupleize_colsrq   )r   r   r#   r$   r%   )r7   r  r  r(   r   r)   r*   r*   r+   +test_loc_getitem_index_single_double_tuples   s    

zBTestLocBaseIndependent.test_loc_getitem_index_single_double_tuplesc                 C   sn   t dddg}|dd}|dd}t||gdd	d
}tddg|ddgd}|j|dd d }|dksjtd S )N	IndexTyper    r   r   r   r.  ZbofZcomposite_indexFr  r  )rL   rO   r"   re   r   rH   )r   r   r   r#   rt   )r7   r  Zidx1Zidx2r`   r(   r   r*   r*   r+   !test_loc_getitem_index_namedtuple/  s    

z8TestLocBaseIndependent.test_loc_getitem_index_namedtuplec                 C   s   t tjdddddddgdd	d
gd}d|d< tj|j|jd d d df< tjtjdtjdtjgtd}t	
|d j| d S )NrP   rL   r    r   r9   r   r   r   r   r.  r   quxr  r.   r   )r   ra   r   r)  r  r#   r`   r   r   r$   r  rk   rc   r*   r*   r+   $test_loc_setitem_single_column_mixed9  s    z;TestLocBaseIndependent.test_loc_setitem_single_column_mixedc                 C   sp   t tjddtdd}tj|d< d|jd< |j}tt	dgd t	d	g d
dddgd}t
|| d S )NrR   rL   ABCrn   eventr   )rK   r  r   r   r"   re   r   rq   )r   ra   r   r   tupler  r#   r;  r   r   r$   r   r   r*   r*   r+   test_loc_setitem_cast2D  s    


z-TestLocBaseIndependent.test_loc_setitem_cast2c                 C   sb   t dtjdtjdi}d|jd< |jjttjks:ttd|_|jjttjks^td S )NonerM   r   )rH   r  rN   )	r   ra   rb   Zint8r#   r;  r  r   rt   r   r*   r*   r+   test_loc_setitem_cast3Q  s
    
z-TestLocBaseIndependent.test_loc_setitem_cast3c                 C   st   |t ddddddgd}dd	d
g}|jdkr>dgd	gd
gg}||jt d< |ddd	dd
g|jd}t|| d S )NrP   rL   rO   rH   r   r.   rq   r3  rK   r4  )r   ndimr#   r`   r$   rs   )r7   r  ru   rk   r)   r*   r*   r+   test_loc_setitem_range_keyY  s    

z1TestLocBaseIndependent.test_loc_setitem_range_key)lry   rz   r{   r   r|   r}   r~   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   fixturer   ra   r   r   r   r   r   r   r   r  r  r  r  r  r  r&  r*  r+  r-  r0  r   r2  r   r  r8  r<  r>  r@  rC  rG  Zarm_slowrO  rQ  rT  r]  rW  ra  re  rf  filterwarningsrj  rk  rm  rq  rr  rs  rt  ry  r  r   complextdZskip_if_no_scipyr  r  r  r  r  iterr   r   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r*   r*   r*   r+   r      sr  

$
'
*
4

% $
	
(
	 $
	$
	  3
"#
+








 

 

	
&


r   c                   @   sN   e Zd Zejejejgddd Zejdd Z	dd Z
dd	 Zd
d ZdS )TestLocWithEllipsis)paramsc                 C   s   |j S rU   )param)r7   r[  r*   r*   r+   r   h  s    zTestLocWithEllipsis.indexerc                 C   s   |}|t k	r| }|S rU   )r   to_frame)r7   series_with_simple_indexr  ru   r*   r*   r+   ru   m  s    zTestLocWithEllipsis.objc                 C   s   ||d }t || d S )N.)r$   rs   )r7   ru   r   r   r*   r*   r+   test_loc_iloc_getitem_ellipsist  s    z2TestLocWithEllipsis.test_loc_iloc_getitem_ellipsisc           
   	   C   s  |}|t jkst|dkrdn|jd }|t jkr@|j r@d S |t jkrt|jtrd}tj	t
|d ||d|gf }W 5 Q R X n8t|dkr||d|gf }|||g }t || |t jkrdn|j}| }	||	d|gf }||	d d |gf }t || d S )Nr   z2MultiIndex does not support indexing with Ellipsisr   .)r$   r   r   r`   r#   Z
is_booleanrr   r   r|   r   NotImplementedErrorr   rp   r  r%   )
r7   r  r   ru   rF   r   r   r)   key2r(   r*   r*   r+   &test_loc_iloc_getitem_leading_ellipsesx  s"    $z:TestLocWithEllipsis.test_loc_iloc_getitem_leading_ellipsesc              	   C   s   |t jkst|dkrdn|jd }tjttd ||d  W 5 Q R X tjttd ||d|gdf  W 5 Q R X tjttd ||dd|f  W 5 Q R X tjtdd |||ddf  W 5 Q R X d S )Nr   r   )...Too many indexers)r$   r   r   r`   r|   r   r   r   )r7   ru   r   rF   r*   r*   r+   0test_loc_iloc_getitem_ellipses_only_one_ellipsis  s    $zDTestLocWithEllipsis.test_loc_iloc_getitem_ellipses_only_one_ellipsisN)ry   rz   r{   r|   r  r$   r#   r   r   ru   r  r  r  r*   r*   r*   r+   r  g  s   

r  c                   @   s  e Zd Zejdddgddddgddddggfddgddddgddddggfddgddgfddddgddddggfddgddgfddddgddddggfddgddgfddddgddddggfddgddgfddddgddddggfddgddgfdddgdddggfg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d Zdd Zdd Zdd Zejd ejejd!ejfd"d# Zd$d% Zejd&d'd(gd)d* Zd+d, Zd-d. Zd!S )/TestLocWithMultiIndexzkeys, expectedr   r    rH   r.   r9   dimr`   r_   c                 C   s   |dddddgdddddggi}t tdddf|}t|}|dkrn|j|d d f }t|j	| n(|d	kr|jd d |f }t|j
| d S )
Nr9   r    r   rH   r.      rP   r`   r_   )r   ra   rb   reshaper   r  r#   r$   assert_index_equalr`   r_   )r7   r  keysr)   kwargsr(   	exp_indexrw   r*   r*   r+   'test_loc_getitem_multilevel_index_order  s     
z=TestLocWithMultiIndex.test_loc_getitem_multilevel_index_orderc                 C   s   |}|j d }|d j d }|jj|jjdd  ks8t|jj|jjdd  ksTt|j d }|d j d }|jj|jjd kst|jj|jjd kstd S )N  r"   rH   )r   r.   r.   )r#   r`   r   rt   rp   )r7   Z/multiindex_year_month_day_dataframe_random_dataZymdr   result2r*   r*   r+   test_loc_preserve_names  s    

z-TestLocWithMultiIndex.test_loc_preserve_namesc                 C   sf   t dgddgg}td|d}|jg  }|d d }t|| |j|jdd  }t|| d S )Nr   rH   rq   )r   from_productr   r#   r$   r   r   )r7   r  r  rw   r)   Zres2r*   r*   r+   .test_loc_getitem_multiindex_nonunique_len_zero  s    
zDTestLocWithMultiIndex.test_loc_getitem_multiindex_nonunique_len_zeroc                 C   s   t d gtdgdgg}|jd }|d ks0ttdgddgg}t d gt| t|d}|jd }|d ksrtt dgt| t|d}|jd }|dkstd S )	NLevel1Level2)r  r  Level2_aZLevel2_br  )r  r  rH   )r   r   r  r#   rt   r  r   r   )r7   r  r   Zmidxr*   r*   r+   0test_loc_getitem_access_none_value_in_multiindex  s    


zFTestLocWithMultiIndex.test_loc_getitem_access_none_value_in_multiindexc                 C   s   t jtddddddddgddddddddgddgd	}td
d
d
d
d
d
d
d
g|d}d|jdd< td
d
ddddd
d
g|d}t|| d S )Nr   r.  r   r  r  twofirstsecondr   rH   rq   r   )r.  r  )r   r	  )r   r  r^  r   r#   r$   r   )r7   r`   r   r)   r*   r*   r+   !test_loc_setitem_multiindex_slice  s    z7TestLocWithMultiIndex.test_loc_setitem_multiindex_slicec                 C   sJ   t dddd}ttd|}|jtdddtddd }t|| d S )Nr   Z10minrI  r|  r  il  rH   i4  )r   r   r   r#   r   r$   r   )r7   timesr  r   r*   r*   r+   7test_loc_getitem_slice_datetime_objs_with_datetimeindex  s    zMTestLocWithMultiIndex.test_loc_getitem_slice_datetime_objs_with_datetimeindexc                 C   sh   t tdtddtddd}|jddgddgf }t d	d
gd	d
gdtddgd}t|| d S )NrK   r   z
2010-01-01z
2010-01-10rq   z
2010-01-05r    r   r   rO   )r   r   r   r#   r   r$   r%   r   r*   r*   r+   3test_loc_getitem_datetime_string_with_datetimeindex  s    
zITestLocWithMultiIndex.test_loc_getitem_datetime_string_with_datetimeindexc                 C   s   t jddddddgddgd}tddgdd	gd
dgddgddgddgg|ddgd}|jdd}tddgdd	gddggddg|dddgd}|jd }t|| d S )N)r   r   )ZbahZbamr"   re   r   r   rH   r   r.   rI   rL         @rO         @rP         @rM   r   r   r   r   )levelr^   )r   r  r   rF  rL  r#   r$   r%   )r7   r  r(   r)   r   r*   r*   r+   3test_loc_getitem_sorted_index_level_with_duplicates  s:      
zITestLocWithMultiIndex.test_loc_getitem_sorted_index_level_with_duplicatesc                 C   s@   t dddgdd}d|jd< t ddddgdd}t|| d S )	Nr    r   r9   categoryr   r   rL   r   r  r7   r   r)   r*   r*   r+   1test_additional_element_to_categorical_series_loc0  s    
zGTestLocWithMultiIndex.test_additional_element_to_categorical_series_locc                 C   s@   t dddgdd}d|jd< t ddddgdd}t|| d S Nr    r   r9   r  r   rL   r  r  r*   r*   r+   'test_additional_categorical_element_loc7  s    
z=TestLocWithMultiIndex.test_additional_categorical_element_locc                 C   s   t dddgttdddg|dd}tj|jd< t dddtjgttdddg|dd}t|| tj|jd< t dtjdtjgttdddg|dd}t|| d S )NrH   r.   rL   r   )r   r
   r   ra   r  r#   r$   r   )r7   Zany_numeric_ea_dtypeZsrsr)   r*   r*   r+   &test_loc_set_nan_in_categorical_series>  s     z<TestLocWithMultiIndex.test_loc_set_nan_in_categorical_seriesnaNc                 C   sj   t dddgdd}||jd< t ddddgdd}||jd< t|| t ddd|gdd}t|| d S r  r  )r7   r  Zsrs_enlargeZsrs_setintor)   r*   r*   r+   ,test_loc_consistency_series_enlarge_set_intoS  s    

zBTestLocWithMultiIndex.test_loc_consistency_series_enlarge_set_intoc                 C   s   t tdddttddgtdgdgd dgd  tdgd	d
gdd}tddgddgdd	dd}|jjd }t	|| |j
dg jjd }t	|| d S )Nr.      r    r   rK   r   rP   rH   ZIndex1ZIndex2)r  codesr   )rf   r`   Fr  )r  orderedrp   r   )r   ra   rb   r   r   r   r`   r  r$   r  r#   r   r*   r*   r+   5test_loc_getitem_preserves_index_level_category_dtype`  s&    	zKTestLocWithMultiIndex.test_loc_getitem_preserves_index_level_category_dtypelt_valuerR   rK   c              	   C   sp   t dddddgitdddd	d
ggd}tjtdd0 |j|d |k d d f jdgd d f  W 5 Q R X d S )Nr    r5     "   -   aabbr   rH   r.   rL   rq   z\['b'\] not in indexr   r   )r   r   r|   r   r5   r#   )r7   r"  r(   r*   r*   r+   >test_loc_multiindex_levels_contain_values_not_in_index_anymorey  s    (zTTestLocWithMultiIndex.test_loc_multiindex_levels_contain_values_not_in_index_anymorec                 C   sl   t t jt jg}ddg}t||g}tddg|d}|jd d df }tdgt jgd}t|| d S )Nr   r.  r   rH   rq   )	ra   r   r  r   r  r   r#   r$   r   )r7   lev1lev2r  r  r   r)   r*   r*   r+   'test_loc_multiindex_null_slice_na_level  s    z=TestLocWithMultiIndex.test_loc_multiindex_null_slice_na_levelc                 C   st   t jtdtdddggdddgd}ttd|d}|jd	d d d d f }|jd
d d }t	|j| d S )NabZxyrH   r.   numr   rY   rq   r    r   rO   )
r   r  r   r   r   r#   r`   Z	droplevelr$   r  )r7   r  r  Z
loc_resultr)   r*   r*   r+   test_loc_drops_level  s     z*TestLocWithMultiIndex.test_loc_drops_level)ry   rz   r{   r|   r}   r~   r  r  r  r  r  r  r  r  r  r  r  ra   r  ri   ZNArj   r  r!  r'  r*  r-  r*   r*   r*   r+   r    s<   &&&&""

r  c                	   @   s   e Zd Zejjdd Zdd Zdd Zdd Z	d	d
 Z
ejjddd dd dd dd gddddgddd Zdd Zdd Zdd Zdd Zejd d!d" Zejd#d$d%d&d'd(d)gd*d+ Zd,S )-TestLocSetitemWithExpansionc                 C   sN   t dtdidd}t|d |jt|< t dtdidd}t|| d S )Nr   i@B r   r   rH   iAB )r   r   r   r#   r$   r%   r  r*   r*   r+   /test_loc_setitem_with_expansion_large_dataframe  s    zKTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_large_dataframec                 C   sV   t td}d|jd< t|t dgdgd d|jd< t|t ddgddgd d S )Nr   rH   rq   rL   r   r   r#   r$   r   r7   r  r*   r*   r+   test_loc_setitem_empty_series  s
    


z9TestLocSetitemWithExpansion.test_loc_setitem_empty_seriesc                 C   sV   t td}d|jd< t|t dgdgd d|jd< t|t ddgddgd d S )Nr   r   rH   rq   rI   rL   r0  r1  r*   r*   r+   #test_loc_setitem_empty_series_float  s
    


z?TestLocSetitemWithExpansion.test_loc_setitem_empty_series_floatc                 C   s   t td}d|jd< t|t dgdgd d|jd< t|t ddgddgd d|jd< t|t dddgdddgd d S )Nr   rH   r   rq   rL   r   rO   r0  r1  r*   r*   r+   %test_loc_setitem_empty_series_str_idx  s    



zATestLocSetitemWithExpansion.test_loc_setitem_empty_series_str_idxc                    sn   t dddtdd  fddtdD }td	g|d	 gd
}|D ]}d|j|< qBtd|d
}t|| d S )Nr   r4  rH   
US/Pacific)tzinfoc                    s   g | ]} t |d  d qS )rH  )seconds)r   r   baser*   r+   r     s     zUTestLocSetitemWithExpansion.test_loc_setitem_incremental_with_dst.<locals>.<listcomp>   r   rq   )r   r   r   r   r#   r$   r   )r7   Zidxsr   r@   r)   r*   r8  r+   %test_loc_setitem_incremental_with_dst  s    zATestLocSetitemWithExpansion.test_loc_setitem_incremental_with_dstconvc                 C   s   | S rU   r*   r   r*   r*   r+   r     r   z$TestLocSetitemWithExpansion.<lambda>c                 C   s   |   S rU   )to_datetime64r   r*   r*   r+   r     r   c                 C   s   |   S rU   )to_pydatetimer   r*   r*   r+   r     r   c                 C   s
   t | S rU   )ra   r  r   r*   r*   r+   r     r   r7   r=  r>  znp.datetime64)idsc                 C   sb   t d}t d}t }d|j||df< d|j||df< tdddgi||gd}t|| d S )	Nz20130101 09:00:00z20130101 10:00:00r   r  r[   g      Y@g      i@rq   )r   r   r#   r$   r%   )r7   r<  Zdt1Zdt2r(   r)   r*   r*   r+   #test_loc_setitem_datetime_keys_cast  s    z?TestLocSetitemWithExpansion.test_loc_setitem_datetime_keys_castc                 C   sT   t ddgi}tdg|d|jd d df< t dgtdg|dd}t|| d S )Nr"   rH   r   )r   re   rg   )r   r	   r#   r$   r%   )r7   r   r   r)   r*   r*   r+   1test_loc_setitem_categorical_column_retains_dtype  s    zMTestLocSetitemWithExpansion.test_loc_setitem_categorical_column_retains_dtypec                 C   s   t ddd}t ddd}t ddd}t||ddd}||ks@tt|d	gd
}d|j|d	f< ttjgt| dg |t	|gd	gt
d}t|| d S )Nz2017-10-29 00:00:00+0200zEurope/Madridr  z2017-10-29 03:00:00+0100z2016-10-10 03:00:00leftr  )Z	inclusiver|  r   r   r5  r  )r   r   rt   r   r#   ra   r  r   appendr   r   r$   r%   )r7   r  endr@   r  r   r)   r*   r*   r+   0test_loc_setitem_with_expansion_and_existing_dst  s    zLTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_and_existing_dstc              	   C   s   t tddgdgd}ddg|d< |djd|_||jdk djd	}| }t	j
td
d ||j|jdkdf< W 5 Q R X t|d |jd gdd}t	|j| |j|jdkdf td }||j|jdkdf< t	|j|jdkdf | d S )Nz2015-03-30 20:12:32z2015-03-12 00:11:11r   )rf   r_   newoldnew_colr9  r5  zmismatched timezoner   r   )rH   r   ro   Z1s)r   r   r   r`   r:  r   rI  Z
tz_convertr   r$   r   r  r#   r   r   r   )r7   r(   vrl   r)   r*   r*   r+   test_setitem_with_expansion  s    
z7TestLocSetitemWithExpansion.test_setitem_with_expansionc                 C   sP   t  }d|jd< d|jd< d|jdtjf< |j}tddtjg}t|| d S )NrH   r(  r.   )rH   rH   rL   r   )r   r#   ra   infr_   r   r$   r  r   r*   r*   r+   0test_loc_setitem_with_expansion_inf_upcast_empty  s    

zLTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_inf_upcast_emptyz"ignore:indexing past lexsort depthc                 C   s`  t |sd S |d}t |}t|tj}t||dgd}d}||ksPt|t ||}t	|t
r|d d |kstn|d |kstt|d tj}t||dgd}| }	||	j|df< t|	| | d }
||
j|< |d tj}t|
| | }	||	j|df< tt|tjg tjg| t|g d|d}t|	| d S )	Nr.   r   r   Zkapowr   rH   r   rH   rq   )r   repeatra   rb   r   r   r   rt   insertrr   r   r   r   r#   r$   r%   r   r   r  r  )r7   r`   NarrorigrF   r  Zexp_datar)   r(   r  r*   r*   r+   /test_loc_setitem_with_expansion_nonunique_index  s8    


&zKTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_nonunique_indexr   ZInt32Int64ZUInt32ZUInt64ZFloat32ZFloat64c                 C   sv   t ddddg|d}td|i}t|jd}||j|jdf< t|| t|jd}|j|j|jdf< t|| d S )Nr   rH   r.   rL   r   rf   rq   )r   r   r`   r#   r$   r%   rY  )r7   r   r  r(   r   r*   r*   r+   6test_loc_setitem_with_expansion_preserves_nullable_intJ  s    zRTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_preserves_nullable_intN)ry   rz   r{   r|   r}   Zslowr/  r2  r3  r4  r;  r~   r@  rA  rF  rK  rM  r  rT  rV  r*   r*   r*   r+   r.    s6   








- r.  c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestLocCallablec                 C   s  t ddddgtdddddgd}|jdd  }t||j|jdk  |jd	d d d f }t||j|jd
kd d f  |jdd dd f }t||j|jdkdddgf  |jdd dd f }t||j|jdkdf  |jdd dd f }t||j|jdkddgf  |jdd dd f }t||j|jdkddgf  |jdd dd f }||jd kstd S )NrH   r.   rL   rO   r&  r"   re   r   c                 S   s
   | j dkS Nr.   r"   r   r*   r*   r+   r   c  r   zATestLocCallable.test_frame_loc_getitem_callable.<locals>.<lambda>c                 S   s
   | j dkS )Nr   )re   r   r*   r*   r+   r   f  r   r   c                 S   s
   | j dkS rY  rZ  r   r*   r*   r+   r   i  r   c                 S   s
   | j dkS Nre   rn   r   r*   r*   r+   r   i  r   FTc                 S   s
   | j dkS rY  rZ  r   r*   r*   r+   r   l  r   c                 S   s   dS r[  r*   r   r*   r*   r+   r   l  r   re   c                 S   s
   | j dkS rY  rZ  r   r*   r*   r+   r   o  r   c                 S   s   ddgS Nr"   re   r*   r   r*   r*   r+   r   o  r   r"   c                 S   s
   | j dkS rY  rZ  r   r*   r*   r+   r   r  r   c                 S   s   ddgS r\  r*   r   r*   r*   r+   r   r  r   c                 S   s   dS )NrH   r*   r   r*   r*   r+   r   v  r   c                 S   s   dS r!   r*   r   r*   r*   r+   r   v  r   r  )	r   r   r#   r$   r%   r"   re   r   rt   r7   r(   rw   r*   r*   r+   test_frame_loc_getitem_callable]  s    $ "  z/TestLocCallable.test_frame_loc_getitem_callablec                 C   s   t ddddgtdddddgd}|jdd d	d
gf }t||j|jdkd	d
gf  |jddgdd f }t||jddgd	d
gf  |jddd f }t||jdd	d
gf  d S )NrH   r.   rL   rO   r&  rX  c                 S   s
   | j dkS rY  rZ  r   r*   r*   r+   r   }  r   zITestLocCallable.test_frame_loc_getitem_callable_mixture.<locals>.<lambda>r"   re   c                 S   s   ddgS r\  r*   r   r*   r*   r+   r     r   c                 S   s   ddgS r\  r*   r   r*   r*   r+   r     r   )r   r   r#   r$   r%   r"   r   r]  r*   r*   r+   'test_frame_loc_getitem_callable_mixturey  s    $ z7TestLocCallable.test_frame_loc_getitem_callable_mixturec                 C   s  t ddddgtddtdd}|jd	d
  }t||jddg  |jdd
 d d f }t||jddgd d f  |jdd
 dd
 f }t||jddgdf  |jdd
 dd
 f }t||jddgdgf  |jddgdd
 f }t||jddgdf  |jddgdd
 f }t||jddgdgf  |jdd
 df }t||jddgdf  |jdd
 dgf }t||jddgdgf  d S )NrH   r.   rL   rO   r&  Xr  r'  rq   c                 S   s   ddgS Nr"   r   r*   r   r*   r*   r+   r     r   zHTestLocCallable.test_frame_loc_getitem_callable_labels.<locals>.<lambda>r"   r   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   c                 S   s   dS Nra  r*   r   r*   r*   r+   r     r   ra  c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   c                 S   s   dgS rc  r*   r   r*   r*   r+   r     r   c                 S   s   dS rc  r*   r   r*   r*   r+   r     r   c                 S   s   dgS rc  r*   r   r*   r*   r+   r     r   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   )r   r   r#   r$   r%   r   r]  r*   r*   r+   &test_frame_loc_getitem_callable_labels  s"    "z6TestLocCallable.test_frame_loc_getitem_callable_labelsc                 C   sZ  t ddddgtddtdd}| }d	|jd
d < | }d	|jddg< t|| | }d|jdd d d f< | }d|jddgd d f< t|| | }d|jdd dd f< | }d|jddgdf< t|| | }ddg|jdd dd f< | }ddg|jddgdgf< t|| | }tddg|jddgdd f< | }tddg|jddgdf< t|| | }d|jddgdd f< | }d|jddgdgf< t|| | }d|jdd df< | }d|jddgdf< t|| | }d|jdd dgf< | }d|jddgdgf< t|| d S )NrH   r.   rL   rO   r&  r`  r'  rq   ic                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   zATestLocCallable.test_frame_loc_setitem_callable.<locals>.<lambda>r"   r   rA   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   r   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   c                 S   s   dS rc  r*   r   r*   r*   r+   r     r   ra  rP   rK   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   c                 S   s   dgS rc  r*   r   r*   r*   r+   r     r   r   c                 S   s   dS rc  r*   r   r*   r*   r+   r     r   c                 S   s   dgS rc  r*   r   r*   r*   r+   r     r   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   c                 S   s   ddgS rb  r*   r   r*   r*   r+   r     r   )r   r   r   r#   r$   r%   ra   r   )r7   r(   rw   rv   r*   r*   r+   test_frame_loc_setitem_callable  sR    " z/TestLocCallable.test_frame_loc_setitem_callableN)ry   rz   r{   r^  r_  rd  rf  r*   r*   r*   r+   rW  \  s   rW  c                   @   sF   e Zd Zdd Zdd Zdd Zdd Zej	d	d
dgdd Z
d
S )TestPartialStringSlicingc                 C   sd   t dddgdddgdtdd	d
gd}t ddgddgdtdd
gd}|jd }t|| d S )Nr    r   r9   rH   r.   rL   )r\   r]   z
2020-08-01z
2020-07-02z
2020-08-05rq   z2020-08)r   r   r#   r$   r%   r   r*   r*   r+   5test_loc_getitem_partial_string_slicing_datetimeindex  s    

zNTestPartialStringSlicing.test_loc_getitem_partial_string_slicing_datetimeindexc                 C   sD   t jdddd}| }|jd d }|jd d }t|| d S )N
2017-01-01
2018-01-01r	  r  rE  r|  z2017-12r   )ri   period_range	to_seriesr#   r   r$   r   )r7   pir  r   r)   r*   r*   r+   8test_loc_getitem_partial_string_slicing_with_periodindex  s
    zQTestPartialStringSlicing.test_loc_getitem_partial_string_slicing_with_periodindexc                 C   sB   t dddd}| }|jd d }|jd d }t|| d S )N1 day2 days1Hrk  z1 daysr   )r   rm  r#   r   r$   r   )r7   r   r  r   r)   r*   r*   r+   ;test_loc_getitem_partial_string_slicing_with_timedeltaindex  s
    zTTestPartialStringSlicing.test_loc_getitem_partial_string_slicing_with_timedeltaindexc                 C   sD   t dtdittdddd}|jd }|jd }t|| d S )Nr   rL   daysr  rq   r   0 days)r   r   r   r   r#   r$   r   )r7   r(   r)   Zslicedr*   r*   r+   #test_loc_getitem_str_timedeltaindex  s     

z<TestPartialStringSlicing.test_loc_getitem_str_timedeltaindexindexer_endN2020-01-02 23:59:59.999999999c              	   C   s   |dgd t tdtdtdtdtdg|dd	}|dgd
 t tdtdg|dd	}td|}|| }t|| |j| }t|| d S )NrH   rP   z
2019-12-30z
2020-01-01z
2019-12-25rx  z
2019-12-19rB  rq   r.   )r   r   r   r$   rs   r#   )r7   Ztz_aware_fixturerw  r  ru   r)   r   r   r*   r*   r+   /test_loc_getitem_partial_slice_non_monotonicity 	  s4    


zHTestPartialStringSlicing.test_loc_getitem_partial_slice_non_monotonicity)ry   rz   r{   rh  ro  rs  rv  r|   r}   r~   ry  r*   r*   r*   r+   rg    s   rg  c                
   @   s   e Zd Zdd Zdd Zejdej	dddd	e
d
ddd	gdd Zdd Zdd Zejdedddeddgeddeddeddgdeddeddggdd Zejd d!d"gd#d$ Zejd%dd&gd'd( Zd)d* ZdS )+TestLabelSlicingc                 C   s  t tjddddd dD d}t tjdddd	d d
D d}||fD ]}|jtddddd  }t|| |jd tdddd }t|| |jtddddtdddd }t|| |jtddddd  }|jdd  }t|| |jdd  }t|| qHd S )Nr  r   r   c                 S   s   g | ]}t d d|ddqS   rH   rK   r   r   r   r*   r*   r+   r   ,	  s     zMTestLabelSlicing.test_loc_getitem_slicing_datetimes_frame.<locals>.<listcomp>)rH   r.   rL   rO   rq   r  c                 S   s   g | ]}t d d|ddqS r{  r}  r   r*   r*   r+   r   2	  s     )rH   r.   r.   rL   rO   r|  rH   rK   rO   r4  z20010101 11)r   ra   rb   r#   r   r$   r%   r   )r7   Z	df_uniqueZdf_dupsr(   r   r)   r*   r*   r+   (test_loc_getitem_slicing_datetimes_frame&	  s(    "z9TestLabelSlicing.test_loc_getitem_slicing_datetimes_framec                 C   s   t ddddd}tdddd	d
g|d}tddd}tddd}|j|| }tdd	g|dd
 d}t|| || }d}||kstd S )Nz2017-10-29 01:30:00zEurope/BerlinrP   z30 min)r  r  r|  r   rH   r.   rL   rO   rq   z2017-10-29 02:30:00+02:00rB  z2017-10-29 02:00:00+01:00)r   r   r   r#   r$   r   rt   )r7   r  Zseries2Zt_1Zt_2r   r)   r*   r*   r+   'test_loc_getitem_label_slice_across_dstC	  s       z8TestLabelSlicing.test_loc_getitem_label_slice_across_dstr`   ri  rj  r	  rk  rp  rq  rr  c                 C   s8   |  }|jd |d  }|jd d }t|| d S )Nr   r   )rm  r#   r   r$   r   )r7   r`   r  r   r)   r*   r*   r+   -test_loc_getitem_label_slice_period_timedeltaT	  s    z>TestLabelSlicing.test_loc_getitem_label_slice_period_timedeltac                 C   s~   dddg}t tjdd|d}|jdd }t|dks>t|jdd	 }t|dks\t|jdd
 }t|dksztd S )Ngx"p|@g\Va|@g|@rL   r.   rq   g3333c|@g    |@g3333|@g|@)r   ra   r   r   r#   r   rt   )r7   r`   r(   s1r*   r*   r+   %test_loc_getitem_slice_floats_inexactb	  s    
z6TestLabelSlicing.test_loc_getitem_slice_floats_inexactc                 C   s   t tjdtjddtdd}t|jdd  dks:tt|jdd  dksTttjddtd}d	|d
< ||_	t|jdd  dkstt|jdd  dkstd S )NrK   rA   r   rq   g      (@rY   g      )@rN   gffffff(@r.   )
r   ra   r   r   rb   r  r   r#   rt   r`   )r7   r  r  r*   r*   r+   )test_loc_getitem_float_slice_float64indexo	  s     z:TestLabelSlicing.test_loc_getitem_float_slice_float64indexzstart,stop, expected_slicer   nsNr4  rH   r   rM   rN   rO   rP   c                 C   s>   t tdtdd}|jt|| }|j| }t|| d S )Nr4  ru  z10 days)r   r   r   r#   r   r   r$   r   )r7   r  stopZexpected_slicer  r   r)   r*   r*   r+   $test_loc_getitem_slice_label_td64obj{	  s    

z5TestLabelSlicing.test_loc_getitem_slice_label_td64objr  Z2018Z2020c              	   C   sL   |dddgt dt dt dgd}tt |j|d  W 5 Q R X d S )	NrH   r.   rL   Z2016Z2019Z2017rq   r   )r   r$   r   r  r#   )r7   r  r  ru   r*   r*   r+   )test_loc_getitem_slice_unordered_dt_index	  s    z:TestLabelSlicing.test_loc_getitem_slice_unordered_dt_indexr   r  c                 C   sN   |t d|dddgd}|j|d }|t d|dddgd}t|| d S )NrO   r
  r.   thirdrq   )r   r#   r$   rs   )r7   r  r   ru   r   r)   r*   r*   r+   1test_loc_getitem_slice_labels_int_in_object_index	  s    zBTestLabelSlicing.test_loc_getitem_slice_labels_int_in_object_indexc                 C   sZ   t dddddgd}t ddggdgtddgtdd}t|jd d dd f | d S )	NrH   r.   rL   )testrH   r.   r   rq   r   )rf   r`   r_   )r   r   r   r$   r%   r#   rc   r*   r*   r+   *test_loc_getitem_slice_columns_mixed_dtype	  s      z;TestLabelSlicing.test_loc_getitem_slice_columns_mixed_dtype)ry   rz   r{   r~  r  r|   r}   r~   ri   rl  r   r  r  r  ra   r  r   r  r  r  r  r*   r*   r*   r+   rz  %	  s0   



rz  c                   @   sH   e Zd Zejdddgdd Zejdddgdd Zdd	 Zd
S )TestLocBooleanLabelsAndSlices
bool_valueTFc              	   C   sH   | d}|j dkrD||dd}tjt|d |j|  W 5 Q R X d S )Nz7: boolean label can not be used without a boolean indexr   r   r   r   )Zinferred_typer|   r   r5   r#   )r7   r`   r  r  messageru   r*   r*   r+   'test_loc_bool_incompatible_index_raises	  s
    

zETestLocBooleanLabelsAndSlices.test_loc_bool_incompatible_index_raisesc                 C   s&   |t ddgdddd}|j|  d S )NTFr   r   r   r   )r   r#   )r7   r  r  ru   r*   r*   r+   test_loc_bool_should_not_raise	  s
     z<TestLocBooleanLabelsAndSlices.test_loc_bool_should_not_raisec              	   C   s<   d}||dd}t jt|d |jdd  W 5 Q R X d S )NzEslice\(True, False, None\): boolean values can not be used in a slicer   r   r   TF)r|   r   r   r#   )r7   r`   r  r  ru   r*   r*   r+   test_loc_bool_slice_raises	  s
    z8TestLocBooleanLabelsAndSlices.test_loc_bool_slice_raisesN)	ry   rz   r{   r|   r}   r~   r  r  r  r*   r*   r*   r+   r  	  s
   


r  c                   @   sT   e Zd Zdd Zejdddgdd Zdd	 Zd
d Z	e
jdd Zdd ZdS )TestLocBooleanMaskc                 C   s   t dtdi}ttddd|_|d dk|d dk|d dk g}ddddddddddg
ddddd	d
ddddg
ddddd	d
ddddg
g}t||D ]H\}}| }d|j|df< t |ttddddgdd}t|| qd S )Nr   rK   r   r  rL   r   rH   r.   rO   rP   rM   rN   rY   r3  r   r  )	r   r   r   r`   r^  r   r#   r$   r%   )r7   r(   Z
conditionsexpected_dataZcondrf   r   r)   r*   r*   r+   )test_loc_setitem_bool_mask_timedeltaindex	  s"    "z<TestLocBooleanMask.test_loc_setitem_bool_mask_timedeltaindexr  Nr9  c                 C   s   t ddddg}tdd|d}tdt di|dd}| }|j|d d f |j|d d f< t	|| | }|j| |j|< t	|| d S )	NTFZ20010101rO   r  r  r    rq   r   )
ra   r   r   r   rb   r   r   r#   r$   r%   )r7   r  r   r  r(   r   r*   r*   r+   +test_loc_setitem_mask_with_datetimeindex_tz	  s     z>TestLocBooleanMask.test_loc_setitem_mask_with_datetimeindex_tzc                 C   s~   t tdddtdtddddd}| }|jd	 gtj	tj	g |d
< |j
dk }|j| j|j|d
f< t|| d S )Nr  rL   r.   ZABrz  rr  )r  r|  r^   r   r   rH   )r   ra   rb   r  r   r   r   r`   ri   rj   r"   r#   r$   r%   )r7   r(   r)   r   r*   r*   r+   2test_loc_setitem_mask_and_label_with_datetimeindex	  s    
zETestLocBooleanMask.test_loc_setitem_mask_and_label_with_datetimeindexc                 C   s   t d}t d}tdt||gi}| }t|g}|d jd j}||jddg< |d jd j}||ksptt	|| d S )Nr   l   ,GsO1colrH   TF)
r   r   r   r   r   r   r#   rt   r$   r%   )r7   Ztd1Ztd2r(   Zdf_copyr  r)   r   r*   r*   r+   'test_loc_setitem_mask_td64_series_value	  s    
z:TestLocBooleanMask.test_loc_setitem_mask_td64_series_valuec                 C   sB   |  }|d dk}d|j|df< d|j|jdf< t|| d S )Nr"   r   re   rH   )r   r#   rk   r$   r%   )r7   r  r)   r   r*   r*   r+   #test_loc_setitem_boolean_and_column
  s
    z6TestLocBooleanMask.test_loc_setitem_boolean_and_columnc                 C   s~  t dddgdddgd}t dd	d
dgidddgd|jdddgdgf< t ddd	gdddgd}t|| t dddgdddgd}td	ddgdddgd|jdddgdgf< t|| t dddgdddgd}td	ddgdddgd|jdddgdf< t|| t dddgdddgd}| }|d }td	ddgdddgd|jdddg< |rnt|| nt|| d S )NrH   r.   rL   rO   rP   rM   r   r    rK   rA   rR   r   rq   FTr4  r5  )r   r#   r$   r%   r   r   )r7   r\  r(   r)   r   r  r*   r*   r+   )test_loc_setitem_ndframe_values_alignment
  s(     *($z<TestLocBooleanMask.test_loc_setitem_ndframe_values_alignment)ry   rz   r{   r  r|   r}   r~   r  r  r  r  skip_array_manager_invalid_testr  r  r*   r*   r*   r+   r  	  s   

	r  c                   @   s`   e Zd Zejddd ejegdd Z	dd Z
dd	 Zejd
ddgdd Zdd ZdS )TestLocListliker6  c                 C   s   | S rU   r*   r   r*   r*   r+   r   0
  r   zTestLocListlike.<lambda>c              	   C   s  t ddtjg}ttd|d}|j|| }t|| ||| }t|| | j|| }t	||  |d d }|dd  }d}t
jt|d |j||  W 5 Q R X t
jt|d |||  W 5 Q R X t
jt|d | j||  W 5 Q R X d S )	Nr"   re   rL   rq   r   rH   r   r   )r   ra   r  r   r   r#   r$   r   r  r%   r|   r   r5   )r7   r6  cir  r   Zser2Zci2r   r*   r*   r+   8test_loc_getitem_list_of_labels_categoricalindex_with_na0
  s"    zHTestLocListlike.test_loc_getitem_list_of_labels_categoricalindex_with_nac              	   C   sZ   t jddddgdd}tdddd	gtd
ddd}tjtdd |j|  W 5 Q R X d S )Nz
2001-01-04z
2001-01-02z
2001-01-14r  r   r.   rP   rY   r4  z
2001-01-01r   rO   r  r   r   )ra   r   r   r   r|   r   r5   r#   )r7   rF   r  r*   r*   r+   1test_loc_getitem_series_label_list_missing_valuesL
  s    
 zATestLocListlike.test_loc_getitem_series_label_list_missing_valuesc              	   C   sR   t tddgtddgd}tjtdd |jtddg  W 5 Q R X d S )Nl   PF
AHl   UBeNl   P2$$nr`   rf   r   r   l   NZ4FG)r   ra   r   r|   r   r5   r#   r1  r*   r*   r+   9test_loc_getitem_series_label_list_missing_integer_valuesU
  s    zITestLocListlike.test_loc_getitem_series_label_list_missing_integer_values	to_periodTFc              	   C   sD  t ddddd}|r|d}tddg|dd	}tdtdg}|rRd
d |D }|j| }tddg|dd	}|s|jd |_tj||dd tdtdtdg}|rdd |D }tdddgt	|d|j
ddd	}|j| }tj||dd tdtdtdg}|rdd |D }tjtdd |j|  W 5 Q R X d S )N
2011-01-01z
2011-01-02r   r  )r|  rp   g?g?r   r   c                 S   s   g | ]}| d qS r   r  r   r*   r*   r+   r   i
  s     zRTestLocListlike.test_loc_getitem_listlike_of_datetimelike_keys.<locals>.<listcomp>T)rR  c                 S   s   g | ]}| d qS r  r  r   r*   r*   r+   r   v
  s     )rp   r   
2011-01-03c                 S   s   g | ]}| d qS r  r  r   r*   r*   r+   r   
  s     r   r   )r   r  r   r   r#   r`   r  r$   r   r   r   r|   r   r5   )r7   r  r  r  r  r   rv   r*   r*   r+   .test_loc_getitem_listlike_of_datetimelike_keys^
  sB    

  
z>TestLocListlike.test_loc_getitem_listlike_of_datetimelike_keysc                 C   sf   t ddgddgddggddd	gd
dgd}|jd d }d|j_|jtddgdd }t|| d S )NrH   r.   rO   rP   rN   rY   ZcobraZviperZ
sidewinderZ	max_speedZshieldr   r   ro   )r   r   r`   rp   r#   r   r$   r%   r   r*   r*   r+   test_loc_named_index
  s    z$TestLocListlike.test_loc_named_indexN)ry   rz   r{   r|   r}   r~   ra   Zasarrayr   r  r  r  r  r  r*   r*   r*   r+   r  /
  s   
		
)r  z%columns, column_key, expected_columnsi  r=  i  rH   ZAllr.   c                 C   sV   t tjdd| tdd}|jd d |f }|jdddg|f }tj||dd d S )	NrL   r  r^   r"   re   r   T)rS  )	r   ra   r   r   r   r   r#   r$   r%   )r_   Z
column_keyZexpected_columnsr(   r)   r   r*   r*   r+   *test_loc_getitem_label_list_integer_labels
  s    
r  c                  C   s   t jdd} t| }t j|jd d df< t | t t jgd ddf}t|dddddgd	}t	
|| t| }t j|jd d df< t	
|| d S )
NrY   rO   r  rH   r   r   r   rI   rn   )ra   r   r)  r   r  r#   Zhstackr   r  r$   r%   )Z	rand_datar   r  r)   r*   r*   r+   test_loc_setitem_float_intindex
  s    $r  c               	   C   sv   dd dD } t tdtdt| d}|jddd	d
 }t tdtdtd	ddd
gd}t|| d S )Nc                 S   s   g | ]}d D ]}||fqqS ))rN   rY   r3  rK   r*   )r   yrr  r*   r*   r+   r   
  s       z)test_loc_axis_1_slice.<locals>.<listcomp>)  r   )rK   rY   Z
ABCDEFGHIJr   rH   rD  )r  r3  )r   rY   r  )r  rK   )r   rN   )	r   ra   rK  r  r   r  r#   r$   r%   )r   r(   r   r)   r*   r*   r+   test_loc_axis_1_slice
  s    r  c                  C   sX   t dtdttdtdgd} |  }|jddgf |jddgf< t||  d S )Nr    r.   r   r   rN  )r   r   r   r  r   r#   r$   r%   )r)   r   r*   r*   r+   !test_loc_set_dataframe_multiindex
  s      r  c                  C   s4   t tdtddgtd} | jd }|dks0td S )Nr.   rH   r   r   r   )r   r   r   r   r#   rt   )r  r   r*   r*   r+   test_loc_mixed_int_float
  s    
r  c               	   C   sh   t tdddddgd} tt d| jd d< W 5 Q R X t ddddgddddgd}t| | d S )	NrO   r"   re   r   r   rq   r.   rL   )r   r   r$   r   r  r#   r   )r  r)   r*   r*   r+   *test_loc_with_positional_slice_deprecation
  s
    r  c               
   C   s   t ddd} ttjd| d}|d }d}||fD ]P}tjt|d |jd	d  W 5 Q R X t	t
 d	|jd	d< W 5 Q R X q4tjt|d |jd	dd	f  W 5 Q R X t	t
 d
|jd	dd	f< W 5 Q R X d S )Nz
2016-01-01rL   r  )rL   r.   rq   r   zOcannot do slice indexing on DatetimeIndex with these indexers \[1\] of type intr   rH   r.   )r   r   ra   r   r|   r   r   r#   r$   r   r  )dtir(   r  r   ru   r*   r*   r+   #test_loc_slice_disallows_positional
  s    r  c               	   C   s   t tjdddddgtddddd	} | jd
dddg  } | j}t	|j
}d}tjt|d | j|  W 5 Q R X tjt|d | d j|  W 5 Q R X d S )NrP   rL   r    r   r9   Z2012r  r  r^   r   r.   z/None of \[TimedeltaIndex.* are in the \[index\]r   )r   ra   r   r)  r   r   r   r`   ri   ZTimedeltaIndexZasi8r|   r   r5   r#   )r(   r  r  r   r*   r*   r+   'test_loc_datetimelike_mismatched_dtypes
  s    r  c                  C   s   t jdddd} ttjdd| d}t||j|   t||jt	|   t||jt	|   t|j
dd	 |j| dd	   t||jt	|   d S )
Nz2002-01z2003-12r	  r{  r  rK   rq   r   rP   )ri   rl  r   ra   r   r)  r$   r%   r#   r   r   )r  r(   r*   r*   r+   "test_loc_with_period_index_indexer  s    $r  c                  C   s~   t jdd} tddd}ddddd	d
g}t| ||d}t j|j|jd df< t j| d dd< t| ||d}t	|| d S )NrY   rM   rz  r  r"   re   r   r   EFr   rH   rg   r   r.   )
ra   r   r)  r   r   r  r#   r`   r$   r%   )rB  r  r   rv   rw   r*   r*   r+   %test_loc_setitem_multiindex_timestamp  s    r  c                  C   s:  dddg} ddg}ddg}t j| ||gdd	d
gd}tdtd|d}|jd d | d |d |d ff }|jd d d df }t|| |j| d |d |d fdddgdd}t|| |jd }|jd d }	|j| d |d |d fdddgdd}
t	|
|	 |j| d |d |d f }|dks6t
d S )Nr    r   r9   rN  )rH   r   r   rH   r   r   r`  r   rM   rP   r   r.   )r  rE  )r   r  r   r   r#   r   r$   r%   xsr   rt   )r(  r)  Zlev3r   r(   r   r)   Zaltr  Z	expected2Zalt2r  r*   r*   r+   'test_loc_getitem_multiindex_tuple_level+  s     
$(
(r  c               	   C   s   t tddddgddddgddtjtjggjd	d
dgdd} | d}|jjdksXt|j	d }t
ddg|jddd}t|| |jt|_|j	d }t|| d S )NrH   r.   rL   rO   rP   rM   rN   rY   r    r   r9   rU  )rf   r_   r   r,  )r   ra   r   r  Tr   r`   r   rt   r#   r   r_   r$   r   r   r   )r(   rl   rw   r)   r*   r*   r+   /test_loc_getitem_nullable_index_with_duplicatesI  s    ,


r  r   r   c                 C   sJ   t ddddgdgdd}| |jd< t ddd	dgdgd
d}t|| d S )NrH   r.   rL   rO   r\   Zuint8rl  )r.   r\   r   uint16r   r#   r$   r%   )r   r(   r)   r*   r*   r+   test_loc_setitem_uint8_upcast]  s    
r  zfill_val,exp_dtypez
2022-01-06zdatetime64[ns]z
2022-01-07
US/EasternrB  zdatetime64[ns, US/Eastern]c                 C   sn   ddd|   g}t|| j|d}tddddgd	g|d
}d|jd< |d t||d}tj|j|dd d S )Nz
2022-01-02z
2022-01-03z
2022-01-04)r  r   rK   r4  r5  r  r    r^   ru  )
2022-01-08r    r  r   T)exact)	r   r   r  r   r#   rD  r$   r  r`   )Zfill_valZ	exp_dtyperf   r`   r(   Zexpected_indexr*   r*   r+   0test_loc_setitem_using_datetimelike_str_as_indexh  s    	

r  c                  C   sJ   t tdg} d| jd d df< t dgdgdgdgd}t| | d S )NabcrP   r\   r    r   r9   )r   rH   r.   r\   )r   r   r#   r$   r%   )r(   r)   r*   r*   r+   test_loc_set_int_dtype|  s    r  c                  C   s   t ddddgddd} tddd	gdd
dgdddgdddgg| dddgd}|jddgddd }|j| d ddf d	ks|td S )Nz20181101 1100z20181101 1200z20181102 1300z20181102 1400r   re   )rp   r|  r"   r   r   r   r1  QrI   Wr  r  ZONEZTWOZVALUESr   T)rD  r   )r   r   r   r#   rt   )Zp_indexZ	mi_seriesr*   r*   r+   test_loc_periodindex_3_levels  s    
"r  c                   @   s  e Zd Zejdddgdd Zdd Zdd	 Zd
d Z	dd Z
dd Zdd Zdd Zdd Zdd Zejdejejeegejdddddgdd Zejd ed!d"d"f d!ed"fgd#d$ Zd%d& Zejd'd(d)gd*d+ Zejd,d- Zd.d/ Zd0d1 Zd2d3 Z d"S )4TestLocSeriesr  )r  rL   )r  rO   c                 C   s$   t ddd}|j| |ks td S )NrL   rO   )r  r  )r   r#   rt   )r7   r   r)   r  r*   r*   r+   re    s    zTestLocSeries.test_loc_uint64c           	      C   s   |j dddg }t|j| || t|jdd d |dd d  |j ddg \}}|j|| }|||}t|| || k}t|j| ||  |j| || kst|j| || kstd S )NrL   rO   rN   rP   r.      )	r`   r$   r   r#   r$  r   truncatemedianrt   )	r7   string_seriesdatetime_seriesindsd1d2r   r)   r   r*   r*   r+   test_loc_getitem  s    "zTestLocSeries.test_loc_getitemc              	   C   s   |j ddg \}}|d d d dddg }d}tjt|d |j||  W 5 Q R X tjt|d d|j||< W 5 Q R X d S )NrP   r  r.   rH   r   z"Timestamp\('2000-01-10 00:00:00'\)r   )r`   r|   r   r5   r#   )r7   r  r  r  Zts2r   r*   r*   r+   test_loc_getitem_not_monotonic  s    z,TestLocSeries.test_loc_getitem_not_monotonicc              	   C   s>  t tjdttdddd}| }d|jdd< |jdd dk sPt	| }d|jdd< |jdd dkj
 st	|jdd	 }|jdd }|dd	d
dg}t|| t|| |jttdttddd  }tjtdd |jdd  W 5 Q R X tjtdd d|jdd< W 5 Q R X d S )NrK   r   rA   r.   rq   rO   rL   r4  rM   rY   rP   r3  r   z^3$r   )r   ra   r   r)  r   r   r   r   r   rt   rk   r#   r$  r$   r   r|   r   r5   )r7   r  cpr   r  r)   s2r*   r*   r+   0test_loc_getitem_setitem_integer_slice_keyerrors  s"     "z>TestLocSeries.test_loc_getitem_setitem_integer_slice_keyerrorsc                 C   s4   t |jd d }|j| }t||d d  d S )NrK   )r  r`   r#   r$   r   )r7   r  r  r   r*   r*   r+   test_loc_getitem_iterator  s    
z'TestLocSeries.test_loc_getitem_iteratorc                 C   s:   ||  k}| }d|j|< |}d||< t|| d S )Nr   )r  r   r#   r$   r   )r7   r  r   r   r)   r*   r*   r+   test_loc_setitem_boolean  s    
z&TestLocSeries.test_loc_setitem_booleanc              	   C   sP   t |jdddg }d|j|< d}tjt|d d|j|dg < W 5 Q R X d S )NrP   rY   r5  z\['foo'\] not in indexr   r   )r   r`   r#   r|   r   r5   )r7   r  r  r   r*   r*   r+   test_loc_setitem_corner  s
    
z%TestLocSeries.test_loc_setitem_cornerc                 C   s   |j dddg }| }| }d||< d|j|< t|| | }| }d||d |d < d|j|d |d < t|| d S )NrP   rK   r  r   r.   )r`   r   r#   r$   r   )r7   r  indicesr  rv   r*   r*   r+   test_basic_setitem_with_labels  s    
z,TestLocSeries.test_basic_setitem_with_labelsc           	   	   C   s   t tjdttdddd}dddg}tdddg}| }| }d||< d|j|< t	
|| | }| }d||< d|j|< t	
|| ddddg}tddddg}d	}tjt|d
 d||< W 5 Q R X tjt|d
 d||< W 5 Q R X d S )NrK   r   rA   r.   rq   rO   rM   rP   z\[5\] not in indexr   )r   ra   r   r)  r   r   r   r   r#   r$   r   r|   r   r5   	Exception)	r7   r  r  Zarr_indsr  rv   Zinds_notfoundZarr_inds_notfoundr   r*   r*   r+   !test_loc_setitem_listlike_of_ints  s(     


z/TestLocSeries.test_loc_setitem_listlike_of_intsc                 C   s   t tdddddddgd}| }td	dd
}||jd< |jd }||ksPt| }||jd< |jd }||ksxt| }||d< |d }||kstd S )Nr  rL   r  r  r    r   r9   rq   r  rB  r   )r   r   r   r   r#   rt   r   )r7   r  r  r)   r   r*   r*   r+   test_loc_setitem_dt64tz_values  s"    



z,TestLocSeries.test_loc_setitem_dt64tz_valuesarray_fnr   r   rO   rP   rM   c                 C   s~   |dg| }t |ddddgtdtd}t dtdtd}||jd< t|| t dtdtd}||jd< t|| d S )Nr   Zabcder   r    )r   r   r   r#   r$   r   r   )r7   r   r  rR  r)   r  r*   r*   r+   #test_loc_iloc_setitem_with_listlike*  s    

z1TestLocSeries.test_loc_iloc_setitem_with_listliker   r"   Nc              	   C   s~   t tdddgdddgd}d}tjt|d	 |j|d d f  W 5 Q R X tjt|d	 d
|j|d d f< W 5 Q R X d S )N)r"   0)r"   1)re   r     r  r#  r  r  r   rH   )r   r   r  r|   r   r   r#   )r7   r   r  r   r*   r*   r+   +test_loc_series_getitem_too_many_dimensions<  s    z9TestLocSeries.test_loc_series_getitem_too_many_dimensionsc                 C   s   |j dddg }| }d|j|< | }d|dddg< t|| d|jdd< d|dd< t|| |j ddg \}}d|j||< d|dd< t|| d|j|< d|j|< || dkst|| dkstd S )	NrL   rO   rN   rP   rK   r  rM   r:  )r`   r   r#   r$   r   r   rt   )r7   r  r  r   r)   r  r  r*   r*   r+   test_loc_setitemJ  s"    


zTestLocSeries.test_loc_setitemr   r   r   c                 C   s\   t ddgddgd|d}ddd|jd	d d f< t ddgddgd|d}t|| d S )
Nr  defZghiZjklrg   r   ZnewAZnewBr   r  )r7   r   r(   r)   r*   r*   r+   test_loc_assign_dict_to_rowd  s    z)TestLocSeries.test_loc_assign_dict_to_rowc                 C   sp   t ddgd}tddddd|jd	< tddddd|jd	< t tddddggddgd	gd
}t|| d S )Nr   r   rn   rM   r   r  r   )r   r   rH   r^   )r   r   r#   r$   r%   r  r*   r*   r+   ,test_loc_setitem_dict_timedelta_multiple_setn  s      z:TestLocSeries.test_loc_setitem_dict_timedelta_multiple_setc                 C   sl   t ddgdgd}ddg|jdddgf< t ttjtjgd	d
dtjgdtjgdddgd}t|| d S )NrH   r.   r    r   rM   rN   r   r9   r   r   )r    r   r9   rq   )r   r#   r   ra   r  r$   r%   rc   r*   r*   r+   3test_loc_set_multiple_items_in_multiple_new_columnsy  s    	zATestLocSeries.test_loc_set_multiple_items_in_multiple_new_columnsc                 C   s6   t jdddd}ttd|d}|jd dks2td S )N2000rA   re   r  rq   z
2000-01-14r3  )ri   rl  r   r   r#   rt   )r7   r`   r'   r*   r*   r+    test_getitem_loc_str_periodindex  s    z.TestLocSeries.test_getitem_loc_str_periodindexc              	   C   sd   t tP tddd}t|ddgd}tddgtj	}||j
d d df< W 5 Q R X d S )NrO   r.   r    r   rn   rK   r4  )r$   r   r   ra   rb   r  r   r   r   int16r#   )r7   rk   r(   rG  r*   r*   r+   $test_deprecation_warnings_raised_loc  s
    z2TestLocSeries.test_deprecation_warnings_raised_loc)!ry   rz   r{   r|   r}   r~   re  r  r  r  r  r  r  r  r  r  ra   r   ri   r   r  r  r   r   r  r  r  r  r  r  r  r  r  r*   r*   r*   r+   r    s0   
	$

	

r  )T__doc__collectionsr   r   r   r   r   r   Zdateutil.tzr   Znumpyra   r|   Zpandas.errorsr   Zpandas.util._test_decoratorsutilZ_test_decoratorsr  Zpandasri   r	   r
   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   Zpandas._testingZ_testingr$   Zpandas.api.typesr   Zpandas.core.apir   Zpandas.core.indexingr   Zpandas.tests.indexing.commonr   r}   r~   r  r,   r-   r   r  r  r.  rW  rg  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+   <module>   s   P"
	 %           < w DJnf
	




	