o
    dѹ                 	   @   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+m,Z, dd	l-m.Z. dd
l/m0Z0 ej12dej3ej3dgdej3ej3gg dgej3dgdej3gddgggdd Z4G dd dZ5G dd d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&Z>G d'd( d(Z?ej12d)g d*d+d,gdd-gfg d.d+d,gdd-gfg d.d+d/gdd0gfgd1d2 Z@d3d4 ZAd5d6 ZBd7d8 ZCd9d: ZDd;d< ZEd=d> ZFd?d@ ZGdAdB ZHdCdD ZIdEdF ZJdGdH ZKej12dIdJeLdJeMdJgdKdL ZNej12dMe"dNdOfe"dPdQdRdSfgdTdU ZOdVdW ZPdXdY ZQG dZd[ d[ZRd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_bool_dtype	is_scalar)_one_ellipsis_message)"check_indexing_smoketest_or_raisesz series, new_series, expected_serba)FTTFTc                 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*   R/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/indexing/test_loc.pytest_not_change_nan_loc0   s
   	r,   c                   @   s  e Zd Zejdddgdd Zejdddgdd Zejdd	g d
dgd	dgdgdg ddgddgdgddgdgddgdggejdddgdd Zejdg dg dgg dg dggejdddgdd Z	ejdg ddgdgg dg ddgg dg ddgg ddgdggejdddgd d! Z
ejd"d#d$gejdddgd%d& Zd'd( Zejdddgd)d* Zejd+edd,g d-deged.d/dgdeged0d1d2gdeged0d1d2gdeged0d3d0d2gdeggejdddgd4d5 Zd6d7 Zd8d9 Zejd:edgged;gd<eddd;f edgd;d=fedged;gd>d;dgfedgged;gd>d;edgd;d=fgd?d@ ZdS )ATestLockindr'   framec                 C   $   | | d}t|ddtd d S )NZ_labelsr#      failsgetfixturevaluer   KeyErrorselfr.   requestobjr*   r*   r+   test_loc_getitem_intA      zTestLoc.test_loc_getitem_intc                 C   r0   )N_emptyr#   cr2   r4   r7   r*   r*   r+   test_loc_getitem_labelG   r<   zTestLoc.test_loc_getitem_labelzkey, typs, axesf)intsuintslabelsmixedtsNfloats   )rA   rB   rD   rC   rE   r   c                 C   4   |D ]}| | d| }t|d||td qd S N_r#   axesr3   r4   r8   keytypsrL   r.   r9   typr:   r*   r*   r+   #test_loc_getitem_label_out_of_rangeM   s   
z+TestLoc.test_loc_getitem_label_out_of_rangez	key, typsr      r1   )rA   rB   rF   )rS         @r"   c                 C   s2   |D ]}| | d| }t|d|td qd S )NrJ   r#   r2   r4   )r8   rN   rO   r.   r9   rP   r:   r*   r*   r+   test_loc_getitem_label_lista   s   	z#TestLoc.test_loc_getitem_label_listempty)r   r1   
   )         rS   ))rS   rX   )rS      )r1      multic                 C   rH   rI   r4   rM   r*   r*   r+   (test_loc_getitem_label_list_with_missingo   s   
z0TestLoc.test_loc_getitem_label_list_with_missingrO   rA   rB   c                 C   s.   | | d| }t|dg ddtd d S )NrJ   r#   )rG      (   rS   rK   r4   )r8   rO   r.   r9   r:   r*   r*   r+   !test_loc_getitem_label_list_fails   s   
z)TestLoc.test_loc_getitem_label_list_failsc                 C      d S Nr*   r8   r*   r*   r+   !test_loc_getitem_label_array_like   s   z)TestLoc.test_loc_getitem_label_array_likec                 C   s,   | | d}g d}t|d|td d S )Nr=   TFTFr#   r2   )r5   r   
IndexError)r8   r.   r9   r:   r   r*   r*   r+   test_loc_getitem_bool   s   zTestLoc.test_loc_getitem_boolzslc, typs, axes, failsrX   )rC   rD   rV   rE   rF   Z20130102Z20130104r1      rD   r[   c           	      C   s4   |D ]}| | d| }t|d|||d qd S rI   )r5   r   )	r8   ZslcrO   rL   r3   r.   r9   rP   r:   r*   r*   r+   test_loc_getitem_label_slice   s   z$TestLoc.test_loc_getitem_label_slicec                 C   sp   t ddgddgddggddgg dd}td|jd	< t ddgd
dgddggddgg dd}t|| d S )NrG   r       col1col2)rW   rS   rS   columnsindexr1   )rS   rl   r   rS   )r   nparanger#   r$   r%   r8   r(   r)   r*   r*   r+    test_setitem_from_duplicate_axis   s    z(TestLoc.test_setitem_from_duplicate_axisc                 C   s   t g d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 g dg dtdtdtdgdd}t	
|| d S )NrS   r1   rX   String 1String 2z2019-06-11 11:00:00z2019-06-11 12:00:00)Zchannelr"   B)dataString 3r"   rx   r"   rx   )rv   rz   rw   )r   rq   NaNr   pdNaTvaluesr#   r&   r$   r%   )r8   r(   df2r)   r*   r*   r+   test_column_types_consistent   s.   
z$TestLoc.test_column_types_consistentzobj, key, expFro   namerp   c                 C   s8   |j | }t|ttfrt|| d S ||ksJ d S rc   )r#   
isinstancer   r   r$   assert_equal)r8   r:   rN   expresr*   r*   r+   #test_loc_getitem_single_boolean_arg   s   
z+TestLoc.test_loc_getitem_single_boolean_arg)__name__
__module____qualname__pytestmarkparametrizer;   r?   rQ   rU   r^   ra   re   rh   slice	TypeErrorr6   rj   rt   r   r   r   r   r   r   r*   r*   r*   r+   r-   @   s    







$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$d%d&gg d'gd(d) Zd*d+ Zd,d- Zd.d/ Zd0d1 Zd2d3 Zd4d5 Zd6d7 Zejd8d9 Zejd:d;ejd;ejd<ejg d=ejd<gd>d? Zd@dA ZdBdC ZdDdE Z dFdG Z!dHdI Z"ejdJg dKdLdM Z#dNdO Z$dPdQ Z%dRdS Z&dTdU Z'dVdW Z(dXdY Z)dZd[ Z*d\d] Z+d^d_ Z,ejd`dage-dbdadbedaggejdcddgeddggdedf Z.ejdgd;dhgg difdje/g dkdldmej0ej0gg dkgg didnfdodpdqgfdjdrge/dodhej0ej0gg dsdtduej0ej0ggg didnfdog dvfejg dwejd<e/dodhej0gg dwdtduej0ggg dvdnfe-dodldbg dxfg dwg dyge/dodhej0ej0gg dzg d{gg didnfe-dodldbg d|fejg dwg dygejd<e/dodhej0ej0gg d}g d~gg didnfe-dbdbdbdadpgfe/djdrgddgddggdadpgdne/g dg dg dgg dvdnfgdd Z1dd Z2dd Z3dd Z4dd Z5dd Z6ejj7ejdddgddggdd Z8dd Z9dd Z:dd Z;dd Z<dd Z=dd Z>dd Z?dd Z@dd ZAdd ZBdd ZCdd ZDdd ZEdd ZFdd ZGejdg dejdejejHeIgeJjKdd ZLdd ZMeJjKdd ZNdd ZOejd`ddgddń ZPejdeQejeReSgddȄ ZTddʄ ZUejddeRdogfdeRdhgfgddτ ZVddф ZWejdd;g dӢfe-dmdrg dԢfdldtgg dբfgddׄ ZXddل ZYddۄ ZZdd݄ Z[ejdddggdd Z\dd Z]ejddadagdae-dbfgdd Z^dd Z_dd Z`dd Zadd Zbdd Zcejdddgdd Zddd Zedd Zfdd Zgdd Zhdd ZidbS (   TestLocBaseIndependentc                 C   sH   t tddd}|jtdgd d  }|jdd  }t|| d S )NZ20212022r   z2021/6/1r      )r   r   r#   rq   arrayilocr$   r%   r8   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   s   t tdddgtdtddgtddtd	gg d
g ddg d}tjt|d |j|  W d   dS 1 s>w   Y  dS )a(  
        parse_datetime_string_with_reso return parameter if type not matched.
        PeriodIndex.get_loc takes returned value from parse_datetime_string_with_reso
        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   ru   rW   rG   r_   )r"   rx   CZV1ZV2r"   rx   r   matchN)r   r   	set_indexr   raisesr6   r#   )r8   msgrN   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   sT   t ddgi}tjtdd |jd d df  W d    d S 1 s#w   Y  d S )Nr    rS   u   אr   )r   r   r   r6   r#   r8   r(   r*   r*   r+   $test_loc_getitem_missing_unicode_key(  s   "z;TestLocBaseIndependent.test_loc_getitem_missing_unicode_keyc                 C   sT   t tjddd tdD d}|jd }|jd d df jd }t|| d S )	N)rG   r\   c                 S   s   g | ]}d |d  qS )ZABCDEr\   r*   .0xr*   r*   r+   
<listcomp>1      z@TestLocBaseIndependent.test_loc_getitem_dups.<locals>.<listcomp>rG   r   )r"   r   r   r"   )r   rq   randomZrandom_sampleranger#   r$   assert_series_equalr8   r(   r)   r   r*   r*   r+   test_loc_getitem_dups-  s   
z,TestLocBaseIndependent.test_loc_getitem_dupsc                 C   st   t ddddtdggg ddgd}tddddtdgg ddd}|jd	 }t|| |jd }t|| d S )
NrS   r1   r   r   20130101)r    r    r    r    r    rn   rp   r   r   )r   r   r   r   r$   r   r#   r   r*   r*   r+   test_loc_getitem_dups27  s   

z-TestLocBaseIndependent.test_loc_getitem_dups2c                 C   s  t tdtdtjdddd d tjdddd d d	d
}dddgf}| }|j|  d9  < t|j| d|j|   d}| }|j|  d9  < |j| d|j|  ks`J dddgf}| }|j|  d9  < t	|j| d|j|   d S )NZrtttiZaaader\   float64dtypegq=
ףp?r1   g(\տ)mer   r   bar2r   rr   r          @)r   r   t)
r   listrq   rr   r   copyr#   r$   r   r%   )r8   df_origindexerr(   r*   r*   r+   test_loc_setitem_dupsK  s2   
 z,TestLocBaseIndependent.test_loc_setitem_dupsc                 C   s   t g dtg dddd}|d dk}|j|df d }||j|df< t g dtg d	ddd}t|| t g dg ddd
d}|d dk}|j|df }||j|df< t g dg ddd
d}t|| d S )N)r   rS   rS   )d   rk   ,  Zuint32r   r    r   r    rS   r   )r      i-  uint64)r   r   r#   r$   r%   )r8   Zdf1ixZnewb1r)   r   Znewb2r*   r*   r+   test_loc_setitem_slicen  s   z-TestLocBaseIndependent.test_loc_setitem_slicec                 C   s   t dgdgdgdgd}g d}|jd d |f d|jd d |f< t dgtjdgdd	tjdgdd	tjdgdd	d}t|| d S )
Nr"   333333?        g      )idr    r   r>   r    r   r>   Zfloat32r   r   )r   r#   astyperq   r   r$   r%   )r8   r(   colsr)   r*   r*   r+   test_loc_setitem_dtype  s   &	z-TestLocBaseIndependent.test_loc_setitem_dtypec                 C   s   t tdg dd}tjtdd |ddg  W d    n1 s"w   Y  t td}tjtdd |ddg  W d    d S 1 sFw   Y  d S )	NrX   r   r   not in indexr   r    dr   )r   r   r   r   r6   )r8   sr*   r*   r+   $test_getitem_label_list_with_missing  s   "z;TestLocBaseIndependent.test_getitem_label_list_with_missingrp   TFrf   c                 C   sb   t g d}dt| dt| }tjt|d |j|  W d    d S 1 s*w   Y  d S )Nru   z Boolean index has wrong length: z instead of r   )r   lenr   r   rg   r#   )r8   rp   r   r   r*   r*   r+   test_loc_getitem_bool_diff_len  s
   "z5TestLocBaseIndependent.test_loc_getitem_bool_diff_lenc                 C   rb   rc   r*   rd   r*   r*   r+   test_loc_getitem_int_slice  s   z1TestLocBaseIndependent.test_loc_getitem_int_slicec                 C   sz   t tjdg dg dd}dt j d}tjt|d |jdd	gdd	gf  W d    d S 1 s6w   Y  d S )
N)rX   rX   r   )er@   grp   ro   z$\"None of \[Index\(\[1, 2\], dtype=''\)\] are in the \[index\]\"r   rS   r1   )	r   rq   r   int_r   r   r   r6   r#   r8   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 d    n1 s&w   Y  dt j d	}tjt|d |jdd
g  W d    n1 sMw   Y  d}tjt|d |jdg  W d    n1 slw   Y  d|jd< tjtdd |jdd
g  W d    n1 sw   Y  d|d< dt j d	}tjt|d |jd
g  W d    n1 sw   Y  |d= tjt|d d|jd
g< W d    d S 1 sw   Y  d S )Nr   rS   r1   r    z^-1$r   z&\"None of \[Index\(\[-1, -2\], dtype='r   zE\"None of \[Index\(\['4'\], dtype='object'\)\] are in the \[index\]\"4rX   r   z"\"None of \[Index\(\[-2\], dtype='r   )	r   objectr#   r   r   r6   rq   r   r   r8   r   r   r*   r*   r+   test_loc_to_fail2  s:   



"z(TestLocBaseIndependent.test_loc_to_fail2c                 C   s   t dgdggddgdgd}dt j d}tjt|d	 |jd
gd d f  W d    n1 s3w   Y  tjt|d	 |jd
g  W d    d S 1 sQw   Y  d S )Nr    r   rS   r1   valuer   z!\"None of \[Index\(\[3\], dtype='r   r   rX   )r   rq   r   r   r   r   r6   r#   r   r*   r*   r+   test_loc_to_fail3  s   "z(TestLocBaseIndependent.test_loc_to_fail3c                 C   s   t g d}|jdg  dt j d}tjtt	|d |jdg  W d    n1 s0w   Y  tjtdd |jddg  W d    d S 1 sOw   Y  d S )Nru   r1   z"None of [Index([3], dtype='z')] are in the [index]r   rX   r   )
r   r#   rq   r   r   r   r   r6   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g dd}|jdd }|jt| }|j| }t|| |j|j	 }t|| |jt
j|dd }t|| d S )	N)r\   rW   size)Zalpha_0Zalpha_1Zalpha_2Zbeta_0Zbeta_1r   c                 S   s   d| v S )Nalphar*   r   r*   r*   r+   <lambda>	      z7TestLocBaseIndependent.test_loc_index.<locals>.<lambda>booleanr   )r   rq   r   rp   mapr#   r   r$   r%   r   r}   )r8   r(   maskr)   r   r*   r*   r+   test_loc_index   s   
z%TestLocBaseIndependent.test_loc_indexc                 C   s   t tjddg dg dd}|jd d ddf jddd d f }|jddgk s/J |jddgk s:J t t	dgd	gd
jd }t
t	dd	gddgdd}t|| |jtksbJ d S )Nr[   r"   rx   r   Drn   r"   rx   r   r1   r   rS   r   r    r   r   )r   rq   r   randr#   r   ro   allrp   r   r   r$   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	2000-01-5r\   r   r   val)r   r   r   r   rq   int64rd   r*   r*   r+   frame_for_consistency'  s
   z,TestLocBaseIndependent.frame_for_consistencyr  r   r   )r   r   r   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   r\   rp   r   r   r  r   	r   r   r   rq   r  r   r#   r$   r%   )r8   r  r  r)   r(   r*   r*   r+   test_loc_setitem_consistency0  s   z3TestLocBaseIndependent.test_loc_setitem_consistencyc                 C   R   t tdtddttdtjdd}| }d|jd d df< t|| d S )Nr   r\   r   r   r  r   r  r8   r  r)   r(   r*   r*   r+   (test_loc_setitem_consistency_dt64_to_strA  s   z?TestLocBaseIndependent.test_loc_setitem_consistency_dt64_to_strc                 C   r	  )N      ?r\   r   r   r  r   r  r
  r*   r*   r+   *test_loc_setitem_consistency_dt64_to_floatO  s   zATestLocBaseIndependent.test_loc_setitem_consistency_dt64_to_floatc                 C   sJ   t dttdgi}d|jd d df< t dtdgi}t|| d S )Nr   Z20180101string)r   r   r   r#   r$   r%   rs   r*   r*   r+   'test_loc_setitem_consistency_single_row\  s   z>TestLocBaseIndependent.test_loc_setitem_consistency_single_rowc                 C   s   t ddgd}t ddgd}td  d|jd d df< W d    n1 s'w   Y  t|| t ddgd}d|d< |d tj|d< t|| d S )Nr   yr   rS   )r   r$   Zassert_produces_warningr#   r%   r   rq   r  r8   r)   r(   r*   r*   r+   "test_loc_setitem_consistency_emptyd  s   z9TestLocBaseIndependent.test_loc_setitem_consistency_emptyc                 C   s\  dgd g dg dg}t j|g dd}g dg dg}t j|d	d
gd}ddddtjgg dddddtjgg dg}t|||d}t|jd d df |jd d df< t|jd d df |jd d df< |jdd}|jd d df |jd d df  |jd d df< |jd d df td |jd d df< t	g d|j
dd}t|d | d S )NZRegion_1r[   )Site_1r  Site_2r  )l   BP[ l   _Z l   q=.Z l   <.Z )RegionZSiteZRespondentIDnames)
Respondentr  r  OtherCatr  )Z	Something	StartDateEndDatezYes/NoZSomethingElseZLevel_0ZLevel_1r"   z5/25/2015 10:59z5/25/2015 11:22Yes)r"   z5/21/2015 9:40z5/21/2015 9:52r  r  z5/20/2015 8:27z5/20/2015 8:41)r"   z5/20/2015 8:33z5/20/2015 9:09r  ZNor   )r  r  )r  r  F)r   )r  ZDurationl    Xp7 )g      7@      (@g      ,@g      B@r   )r   from_arraysrq   nanr   r   r#   Zinfer_objectsr   r   rp   r$   r   )r8   levelsmiZclevelsr   r   r(   r)   r*   r*   r+   -test_loc_setitem_consistency_slice_column_lent  sF   
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)   r   )	r   rq   
datetime64r#   r   r   r   r$   r   )r8   r#  r(   r)   r*   r*   r+   test_loc_assign_non_ns_datetime  s   0	&z6TestLocBaseIndependent.test_loc_assign_non_ns_datetimec                 C   s   t dg di}t|d ddd|d< |jd d df |jd d df< |jdd	gdf |jdd	gdf< t g d
g dg dg dgg dd}ddg}|| t||< t|| d S )Nr   )   CO!g   s~!g    4	8   A{?r(  T)r#  cachedate_dt
date_dt_cpr1   rX   )r.  2017-01-24 13:26:12.711r5  )r/  2017-01-24 13:52:05.110r6  )r0  2018-10-22 13:44:05.888r7  )r1  2018-10-23 08:08:41.025r8  )r   r3  r4  r   )r   	from_dictr   r#   applyr$   r%   )r8   r(   r)   ro   r*   r*   r+   test_loc_modify_datetime  s"   
  
z/TestLocBaseIndependent.test_loc_modify_datetimec                 C   sf   t g ddgtd}tjg ddd|jg ddf< tg dg dtd	}t d|i}t|| d S )
NrX   r\   r[   r"   rp   ro   r   ru   r  r   r[   rX   r\   r1   rX   rS   r  )r   floatrq   r   r#   r   r$   r%   r8   r(   serr)   r*   r*   r+   #test_loc_setitem_frame_with_reindex  s
    z:TestLocBaseIndependent.test_loc_setitem_frame_with_reindexc                 C   s~   t g dddgtd}d|d< tjg ddd|jg d	df< tg d
g ddd}t d|ti}d|d< t|| d S )Nr<  r"   rx   r=  r  ru   r  r   r>  r?  r  )	r   r@  rq   r   r#   r   r   r$   r%   rA  r*   r*   r+   )test_loc_setitem_frame_with_reindex_mixed  s    z@TestLocBaseIndependent.test_loc_setitem_frame_with_reindex_mixedc                 C   sl   t g dddgtd}d|d< tjg ddd|jtdd	d
df< t g dddg dd}t|| d S )Nru   r"   rx   r=  r  r  r   rX   r   r   )rT   r   r  r{   r   )r   r@  rq   r   r#   r   r$   r%   rs   r*   r*   r+   *test_loc_setitem_frame_with_inverted_slice  s
   $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      g | ]}d t | qS @strr   ir*   r*   r+   r     r   zGTestLocBaseIndependent.test_loc_setitem_empty_frame.<locals>.<listcomp>r\   r  r   c                 S   rF  rG  rI  rK  r*   r*   r+   r     r   r[   r   r"   rx   r  r{   )r   rq   rr   r   setunionr   r  r#   r   r   reindexr$   r%   )
r8   Zkeys1Zval1keys2Zval2rp   r(   ZseraZserbr)   r*   r*   r+   test_loc_setitem_empty_frame  s   


z3TestLocBaseIndependent.test_loc_setitem_empty_framec                 C   s   t tjddtdtdd}|jd }d|jd< |jd }|dks%J |jd }|dks0J d|jd d d	d
f< |jd d d	d
f }|jd d dd f }t|| d S )Nr[   abcdABCDr   r   r   rS   )r    r"   r   rx   r   )	r   rq   r   randnr   r   r#   r$   r%   r   r*   r*   r+   test_loc_setitem_frame	  s    



z-TestLocBaseIndependent.test_loc_setitem_framec                 C   sP   t g dtjd}|j|j|j|jkdf< t g dtjd}t|| d S )Nru   r{   rx   )r   rq   r  r"   r#   rx   r$   r%   rs   r*   r*   r+   /test_loc_setitem_frame_nan_int_coercion_invalid  s   zFTestLocBaseIndependent.test_loc_setitem_frame_nan_int_coercion_invalidc                 C   s   t ddgddgddgd}|jdddgf }tddgtddgtd	tdd
}t|| t ddgddgddgd}ddg|jdddgf< t|| d S )NrS   r1   rX   r[   r    r   )rS   r1   r    r   r   rp   r   r   r\   rY   )r   r#   r   r   r   r$   r   r%   r   r*   r*   r+   #test_loc_setitem_frame_mixed_labels"  s   z:TestLocBaseIndependent.test_loc_setitem_frame_mixed_labelsc                 C   s  t g dttdtjdd}|jdd }|jdd |_||jdd< t g dtg d	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g dtjdd}|jdd }|jdd |_||jdd< t|| d S )Nr   r   bazrX   r   r{   rS   r1   r   )r   r[  r[  )rS   r1   r1   r   r  r\   r  Z20000101Z20000102Z20000103)r   rS   r   rS   r1   r[   )r   r   r   rq   r  r#   rp   r$   r%   r   r   )r8   r(   rhsr)   r*   r*   r+    test_loc_setitem_frame_multiples1  s:   z7TestLocBaseIndependent.test_loc_setitem_frame_multiplesr   r"   Nr   Zc                 C   sL   t ddgddggddgd}||jd|f< |jd	 }t|r"|d
ks$J d S )NrS   r1   rX   r[   r"   rx   r   r   )r   r"   r^  )r   r#   r   )r8   r   r   r(   r   r*   r*   r+   "test_loc_setitem_with_scalar_indexV  s   	
z9TestLocBaseIndependent.test_loc_setitem_with_scalar_indexzindex,box,expectedr1   r   rZ   )rZ   rZ   rZ   rZ   rX   r[   r   rS   r   r   ri   )rX   r[   rZ   ri   r\   rY   r   rZ   ri   	   )rx   r   r   rW         )rX   rZ   ri   ra  )r\   rW   rc  rd  )r   r"   r   )ri   r[   rZ   ra  )rc  rY   rW   rd  ra  rW   rc  rd  )rZ   r1   ri   )ra  r[   rW   )rc  rY   rd  c                 C   s<   t ddgddgddggddgd	}||j|< t|| d S )
NrS   r1   rX   r[   r\   rY   r"   rx   r   r   r#   r$   r%   )r8   rp   boxr)   r(   r*   r*   r+    test_loc_setitem_missing_columnse  s   "5
z7TestLocBaseIndependent.test_loc_setitem_missing_columnsc                 C   sZ   t dtddtjgi}|j}|jdg }t|j| |jdg }t|j| d S )Nr   r   UTCr   rS   )	r   r   tz_localizer}   r~   dtypesr   r$   r   r   r*   r*   r+   test_loc_coercion  s   z(TestLocBaseIndependent.test_loc_coercionc                 C   s^   t dtdddtdddgi}|j}|jdg }t|j| |jdg }t|j| d S )Nr     rS   i  r1   r   )r   r   rj  r   r$   r   r   r*   r*   r+   test_loc_coercion2  s    z)TestLocBaseIndependent.test_loc_coercion2c                 C   sZ   t ddgd gd  i}|j}|jdd }t|j| |jdd  }t|j| d S )Ntextz
some wordsra  r   r1   rX   )r   rj  r   r$   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*   rh  i  r   r   r   r   r   rS   )r   ri  r   r   r$   r   )r8   Z
indexer_slvalsr)   rB  r*   r*   r+   test_setitem_new_key_tz  s   
z.TestLocBaseIndependent.test_setitem_new_key_tzc                 C   s  t g dg ddg dd}d}tjt|d |jdd   W d    n1 s*w   Y  d	}tjt|d |jd
d   W d    n1 sJw   Y  d}tjt|d |jdd  W d    n1 sjw   Y  t g dg ddg ddjd
d}|jdd  }t g dg ddg dd}t|| |jd
d  }t|| |jdd }t g dg ddg dd}t|| d S )NrS   r1   rX   r[   r\   rY   )rX   r[   r\   rY   rZ   ri   r{   )r   rS   r   rS   r1   rX   r   z5'Cannot get left slice bound for non-unique label: 1'r   rS   z5'Cannot get left slice bound for non-unique label: 0'r   r1   axis)r1   r[   r\   rY   )r[   rY   rZ   ri   )rS   rS   r1   rX   )r1   r[   r\   )r[   rY   rZ   )rS   rS   r1   )r   r   r   r6   r#   
sort_indexr$   r%   )r8   r(   r   r   r)   r*   r*   r+   test_loc_non_unique  s8   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u s1J t|}|j| }t|dgtt	t|t|fdgt| |d||dd  g}t|| d S )NZABCDEFGr   r   FrS   )r   r}   concatr   rq   r   rU  r   rr   onesrp   Z	is_uniquer#   taker$   r%   )r8   lengthl2ro   r(   r   r   r)   r*   r*   r+    test_loc_non_unique_memory_error  s0    


z7TestLocBaseIndependent.test_loc_non_unique_memory_errorc                 C   s\   t ddgddgg}d|j_|jddg jj}|dksJ |jddg jj}|dks,J d S )NrS   Z
index_namer   )r   rp   r   r   r#   r8   r(   r   r*   r*   r+   test_loc_name  s   z$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 )Nr\   r1   r   T)check_index_typecheck_column_type)r$   ZmakeCustomDataframer%   r#   r   r   r*   r*   r+   !test_loc_empty_list_indexer_is_ok  s   (( 
z8TestLocBaseIndependent.test_loc_empty_list_indexer_is_okc                 C   s  t dg di}|jd d  }||usJ |d d  |usJ |jd d d d f |us.J t|d j|d js<J g d|jd d df< |rV|d g dk sUJ n
|d dk s`J t tjdd}|r{|d |jd d df uszJ n|d |jd d df u sJ tg d}|jd d  }||usJ |d d  |usJ g d|d d	< |rt|d d	 g dksJ d S t|d d	 g dksJ d S )
Nr    ru   )r[   r[   r[   r[   rW   r   rs  r`  rX   )	r   r#   rq   Zshares_memory_valuesr   r   rU  r   )r8   using_copy_on_writeZoriginal_dfZ	sliced_dfr(   Zoriginal_seriesZsliced_seriesr*   r*   r+   &test_identity_slice_returns_new_object-  s,      z=TestLocBaseIndependent.test_identity_slice_returns_new_objectc                 C   s   |st jjdd}|j| tttdtdddgd}| }|j	d d df }|d7 }t
|| | }|j	|jdf }|d7 }t
|| d S )Nz!accidental fix reverted - GH37497)reasonrX   r    r   r   r1   )r   r   ZxfailnodeZ
add_markerr   zipr   r   r#   r$   r%   rp   )r8   r9   r  r   r   r  qzr*   r*   r+   test_loc_copy_vs_viewT  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s$J |j|d g }|jdg }t|| |j|d |g }t|| d S )Nr   rS   r1   r   r   )rq   iinfomaxr   r#   r   r$   r   )r8   umaxrB  r   r)   r*   r*   r+   test_loc_uint64h  s   
z&TestLocBaseIndependent.test_loc_uint64c                 C   s   t dj}tddg|d |gd}tjtdd |jd  W d    n1 s)w   Y  tjtdd |jdg  W d    d S 1 sGw   Y  d S )Nr   rS   r1   r   z-1r   r   )rq   r  r  r   r   r   r6   r#   )r8   r  rB  r*   r*   r+   !test_loc_uint64_disallow_negativey  s   "z8TestLocBaseIndependent.test_loc_uint64_disallow_negativec                 C   sP   g d}t |d gt| d}t ddgd}||jd d df< t|| d S Nru   r   r  r   r  r   )r   r   r#   r$   r%   r8   ry   r)   r(   r*   r*   r+   *test_loc_setitem_empty_append_expands_rows  s
   zATestLocBaseIndependent.test_loc_setitem_empty_append_expands_rowsc                 C   sd   g d}t |d gt| d}t ddgd}|d tj|d< ||jd d df< t|| d S r  )r   r   r   rq   r  r#   r$   r%   r  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  r  r   r  ro   r   )r   r   )r   rq   r  r@  r#   r$   r%   r  r*   r*   r+   *test_loc_setitem_empty_append_single_value     zATestLocBaseIndependent.test_loc_setitem_empty_append_single_valuec                 C   s   ddg}t ddgd}|jtj|_dt j d}tjt	|d ||j
d	dgdf< W d    n1 s7w   Y  d
g d}tjt|d ||j
d	ddf< W d    d S 1 s_w   Y  d S )NrS   r1   r   r  r   z"None of \[Index\(\[0, 1\], dtype='z'\)\] 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   rp   r   rq   r  r   r   r   r   r6   r#   join
ValueError)r8   ry   r(   r   r*   r*   r+   $test_loc_setitem_empty_append_raises  s   "z;TestLocBaseIndependent.test_loc_setitem_empty_append_raisesc                 C   sD   t ddgddgg}|jtd }tddgdd}t|| d S )NrS   r1   rX   r[   r   r   )r   r#   rq   r   r   r$   r   )r8   r(   r   r   r*   r*   r+   test_indexing_zerodim_np_array  r  z5TestLocBaseIndependent.test_indexing_zerodim_np_arrayc                 C   s,   t ddg}|jtd }|dksJ d S )NrS   r1   r   )r   r#   rq   r   )r8   r   r   r*   r*   r+   %test_series_indexing_zerodim_np_array  s   z<TestLocBaseIndependent.test_series_indexing_zerodim_np_arrayc                 C   s\   g dd gd  }t |tddd}t tddtjd}g d|jddd	< t|| d S )
Nrs  r[   i  i  r   r  )rY   r\   r[   rX   r1   rS   r   r   )r   r   rq   r   r#   r$   r   )r8   ry   r)   r   r*   r*   r+   test_loc_reverse_assignment  s
   z2TestLocBaseIndependent.test_loc_reverse_assignmentc                 C   s   t jd dd tdD }t|dgd}t|dgtd}t|| dd |D |j|j	df< t|dgt
dt}t|| d	d |D |d< t|dgt
d}t|| d S )
N   c                 S   s   g | ]}t tj d  qS )g-q=)rJ  rq   r   )r   rJ   r*   r*   r+   r         z^TestLocBaseIndependent.test_loc_setitem_str_to_small_float_conversion_type.<locals>.<listcomp>r\   r"   r   r  c                 S      g | ]}t |qS r*   r@  r   r*   r*   r+   r         c                 S   r  r*   r  r   r*   r*   r+   r     r  )rq   r   seedr   r   r   r$   r%   r#   rp   r@  r   )r8   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freqra  r_   rX   r   z1/4/2000r   )r   hourminuter   rq   r   rU  r   r$   get_objr#   r   r   rp   
_with_freq)	r8   frame_or_seriesrngr   r:   r   r   chunkr)   r*   r*   r+   test_loc_getitem_time_object  s   
z3TestLocBaseIndependent.test_loc_getitem_time_object
spmatrix_t)Z
coo_matrixZ
csc_matrixZ
csr_matrixr   c                 C   s   dd l }t|j|}d\}}|tj|||d|d}tj|}td|}|j| j	}	|
 | }
t|	|
 |j| jj	}	t|t|dd}
t|	|
 d S )Nr   )r\   rZ   r   r1   )Z
fill_value)scipy.sparsegetattrsparserq   eyer   from_spmatrixr   r#   r   Ztoarrayr$   Zassert_numpy_array_equalrj  fullr   )r8   r  r   Zscipyrowsr   Zspmatrixr(   Zitr_idxr   r)   r*   r*   r+   $test_loc_getitem_range_from_spmatrix  s   
z;TestLocBaseIndependent.test_loc_getitem_range_from_spmatrixc                 C   s<   t dtjddgtddi}|jddg }t|| d S )Nr"   r   r  r   rS   )r   r}   r   r   r#   r$   r%   r  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g dg dgtddd	}t	|| |jtd jtd
 }tg dgtddd	}t	|| d S )Nr   )r  r\   r1   r  r   r   r   r   )r   r  r   r   r   r   r   r   rS   )
r  r  r   r  r  r#   r   r   r$   r%   )r8   r  r(   r   r)   r*   r*   r+   test_loc_getitem_sparse_frame  s   z4TestLocBaseIndependent.test_loc_getitem_sparse_framec                 C   s   t g dtddd}|jtd }t ddgtddd}t|| |jtd jtd }t ddgtddd}t|| d S )Nr  r   r   r   r1   r  rX   )r   r   r#   r   r$   r   )r8   r   r   r)   r*   r*   r+   test_loc_getitem_sparse_series+  s   z5TestLocBaseIndependent.test_loc_getitem_sparse_seriesr#   r   c                 C   sP   t g dg dgttd}t||d }tg dttdd}t|| d S )N)r  r         ?)r   r   r   r   r   )r   r   )r   r   r@  r  r   r$   r   )r8   r   r(   r   r)   r*   r*   r+   !test_getitem_single_row_sparse_df7  s   z8TestLocBaseIndependent.test_getitem_single_row_sparse_dfkey_typec                 C   sD   |g d}|j d d |f }|j d d g df }t|| d S )Nr   )r#   r$   r%   )r8   float_framer  idxr   r)   r*   r*   r+   test_loc_getitem_iterable?  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rW   r[   r   Z0srW   r   startperiodsr  )
r   rq   r   normalr   rp   r#   r   r$   r%   r   r*   r*   r+   #test_loc_getitem_timedelta_0secondsF  s
   z:TestLocBaseIndependent.test_loc_getitem_timedelta_0secondsval,expected                c                 C   s4   t ddgddgd}|j| }||_t|| d S )NrS   r1   r  r  r   )r   r#   r   r$   r   )r8   r  r)   r(   r   r*   r*   r+   test_loc_getitem_uint64_scalarN  s   
z5TestLocBaseIndependent.test_loc_getitem_uint64_scalarc                 C   sL   |}t g dtg d|dd}| }d|jd< d|jd< t|| d S )Nr   )r         ?rS   r   r   ZzoorS   r1   )r   r   r   r#   r   r$   r   )r8   float_numpy_dtyper   rB  r)   r*   r*   r+   +test_loc_setitem_int_label_with_float_indexY  s   

zBTestLocBaseIndependent.test_loc_setitem_int_label_with_float_indexzindexer, expected)
rG   rS   r1   rX   r[   r\   rY   rZ   ri   ra  )
r   rS   r1   rX   rG   rG   rG   rG   ri   ra  )
r   rS   r1   rG   r[   rG   rY   rZ   ri   ra  c                 C   s\   t tddd}tdtdid|d}d|j|j| df< t||dgdd}t|| d S )	NrW   r   r#  r   r  r   rp   rG   r=  )r   r   r   r#   rp   r$   r%   )r8   r   r)   tdir(   r*   r*   r+   /test_loc_setitem_listlike_with_timedelta64indexd  s   zFTestLocBaseIndependent.test_loc_setitem_listlike_with_timedelta64indexc                 C   s   t g dtdd}t g d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 )N)rS   rS   rS   rS   rS   Zaaaaar   )rS   r   r   rS   rS   Zaabbar   r    
categoriesrS   r1   rX   )r   r   r	   r#   r$   r%   )r8   r(   r   r*   r*   r+   8test_loc_setitem_categorical_values_partial_column_slice~  s
   ""zOTestLocBaseIndependent.test_loc_setitem_categorical_values_partial_column_slicec                 C   s   t dgdgd}t|d g dd}||jd d df< |d }t||jddt}t|| ||d< t|d t|dd d S )	Nr    r   )AlphaZNumericr  r   r  r   r   )	r   r	   r#   r   rp   r   r   r$   r   )r8   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s"J td|jd ks-J td	d
d
|jd< td |jd ksCJ d S )Nr>   z
2010-10-01rX   z
2008-08-08r   rS   )r   r>   )rS   r>   i  r\   )r1   r>   z
2005-05-05)r   r   rq   r,  r#   r   r   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
2015-07-12rX   H)r  r  r  tzr   r  r   r=  )r   r   rq   r   r#   r$   r%   )r8   r  Ztz_naive_fixturer  r  r)   r   r*   r*   r+   !test_loc_setitem_datetimeindex_tz  s   z8TestLocBaseIndependent.test_loc_setitem_datetimeindex_tzc           
      C   sb  t dddd}ttjt|d|d}tddd}ttd	ddtd
dd}g d}g d}| }d|j	|< |j	| }|j	|  }	d|	j	d d < |rR|	
t}	t||	 | }d|j	|< |j| |j	|< t|| | }d|j	|< |j	| }|j	|  }	d|	j	d d < |r|	
t}	t||	 | }d|j	|< |j| |j	|< t|| d S )Nz
2012-01-01z
2012-01-05Z30minr  r\   r   rd  r   r     )   H   x      )         J   K   L   z   {   |            )r   r   rq   r   rU  r   r   r   r   r#   r   r@  r$   r%   r   )
r8   Zusing_array_managerrp   r(   ZakeyZbkeyZaindsZbindsr   r)   r*   r*   r+   test_loc_setitem_time_key  s<   







z0TestLocBaseIndependent.test_loc_setitem_time_keyrN   c                 C   s   t g d}tg dg dg|d}| }tjddd|jd d |f< tg dg d	g|d}t|| |j	d
d}tjddd|jd d |f< |j	d
d}t|| d S )N))r"   r[   )rx   3)r"   2ru   r[   r\   rY   r   )r1   r1   r  r   )r   r1   r   )r   r\   r   rS   rt  )
r   from_tuplesr   r   rq   Zzerosr#   r$   r%   rv  )r8   rN   r!  r(   r:   r)   r*   r*   r+   ,test_loc_setitem_unsorted_multiindex_columns  s   zCTestLocBaseIndependent.test_loc_setitem_unsorted_multiindex_columnsc                 C   s:   t g d|d}d|jd< t g d|d}t|| d S )Nru   r   r[   r   )r[   r1   rX   r   r#   r$   r   )r8   Zany_int_numpy_dtyper'   r)   r*   r*   r+   test_loc_setitem_uint_drop  s   
z1TestLocBaseIndependent.test_loc_setitem_uint_dropc                 C   sl   t dtddg }tdd|jg d< t dtddg }ttdd|jg d< t|| d S )NrW   r'  rG   ru   )r   rq   timedelta64r#   r   r$   r   )r8   rB  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 d    n1 s-w   Y  d}tjt|d ||j	d d < W d    d S 1 sNw   Y  d S )Nr1   r  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 \(2,?\))
rq   r   rU  r   r   r  r   r   r  r#   )r8   ry   rB  r   r*   r*   r+    test_loc_setitem_2d_to_1d_raises  s   "z7TestLocBaseIndependent.test_loc_setitem_2d_to_1d_raisesc                 C   sP   t jddd}tg dg dg dg|g dd}d	}|jd
 }t|| d S )Nr   rX   )r  r  ru   r  r`  r   r   rS   )r  r"   )r}   interval_ranger   r#   r$   assert_almost_equal)r8   rp   r(   r)   r   r*   r*   r+   test_loc_getitem_interval_index  s   
z6TestLocBaseIndependent.test_loc_getitem_interval_indexc                 C   sr   t jdddd}tg dg dg dg|g dd	}t jdd
ddd}tddg|dd}|jd }t|| d S )Nr   rX   Zboth)r  r  closedru   r  r`  r   r   r1   rS   )r  r  r  r  r[   r"   r   rS   r"   )r}   r  r   r   r#   r$   r   )r8   rp   r(   Z	index_expr)   r   r*   r*   r+    test_loc_getitem_interval_index2  s   
z7TestLocBaseIndependent.test_loc_getitem_interval_index2tplrS   rS   r1   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r   Ztupleize_colsr   )r   r   r#   r$   r%   )r8   r  r  r(   r   r)   r*   r*   r+   +test_loc_getitem_index_single_double_tuples  s   

zBTestLocBaseIndependent.test_loc_getitem_index_single_double_tuplesc                 C   sn   t dddg}|dd}|dd}t||gdd	d
}tddg|ddgd}|j|dd d }|dks5J d S )N	IndexTyper    r   r   r   r[  ZbofZcomposite_indexFr  r  )rX   r[   r"   rx   r   rS   )r   r   r   r#   )r8   r
  Zidx1Zidx2rp   r(   r   r*   r*   r+   !test_loc_getitem_index_namedtuple)  s   

z8TestLocBaseIndependent.test_loc_getitem_index_namedtuplec                 C   sx   t tjddg dg dd}d|d< tj|j|jd d d df< tjtjdtjdtjgtd	}t	
|d j| d S )
Nr\   rX   )r    r   r>   r   r   rZ  r   quxrJ  r1   r   )r   rq   r   rU  r  r#   rp   r   r   r$   r   r   rs   r*   r*   r+   $test_loc_setitem_single_column_mixed3  s   z;TestLocBaseIndependent.test_loc_setitem_single_column_mixedc                 C   sl   t tjddtdd}tj|d< d|jd< |j}tt	dgd t	d	g g d
d}t
|| d S )Nr_   rX   ABCr   eventr   )rW   r  r   r   )r"   rx   r   r  r   )r   rq   r   r   tupler  r#   rj  r   r   r$   r   r   r*   r*   r+   test_loc_setitem_cast2>  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J td|_|jjttjks/J d S )NonerY   r   )rS   r  rZ   )r   rq   rr   Zint8r#   rj  r  r   r   r*   r*   r+   test_loc_setitem_cast3K  s
   
z-TestLocBaseIndependent.test_loc_setitem_cast3c                 C   sf   |t dg dd}g d}|jdkrdgdgdgg}||jt d	< |g d
|jd}t|| d S )Nr\   )rX   r[   rS   r   r1   r   )ra  rW   rc  r1   ra  rW   rc  rX   )r   rS   rW   ra  rc  )r   ndimr#   rp   r$   r   )r8   r  r:   r   r)   r*   r*   r+   test_loc_setitem_range_keyS  s   
z1TestLocBaseIndependent.test_loc_setitem_range_key)jr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   fixturer  rq   r   r  r  r  r  r  r  r"  r-  r;  rC  rD  rE  rQ  rV  rW  rY  r]  r   r_  r   r  rg  rk  rm  ro  rr  rw  Zarm_slowr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   complextdZskip_if_no_scipyr  r  r  r  r  iterr   r   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r	  r  r  r  r  r  r*   r*   r*   r+   r      s`   

#
'
$
1

%
	$
	"		 
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 rc   )param)r8   r9   r*   r*   r+   r   b  s   zTestLocWithEllipsis.indexerc                 C   s   |}|t ur
| }|S rc   )r   to_frame)r8   series_with_simple_indexr  r:   r*   r*   r+   r:   g  s   zTestLocWithEllipsis.objc                 C   s   ||d }t || d S )N.)r$   r   )r8   r:   r   r   r*   r*   r+   test_loc_iloc_getitem_ellipsisn  s   z2TestLocWithEllipsis.test_loc_iloc_getitem_ellipsisc           
      C   s(  |}|t ju st|dkrdn|jd }|t ju r t|jr d S |t ju rNt|jtrNd}tj	t
|d ||d|gf }W d    n1 sHw   Y  nt|dkrj||d|gf }|||g }t || |t ju rqdn|j}| }	||	d|gf }||	d d |gf }t || d S )Nr   z2MultiIndex does not support indexing with Ellipsisr   .)r$   r   r   rp   r#   r   r   r   r   r   NotImplementedErrorr   r   r  r%   )
r8   r  r   r:   rN   r   r   r)   key2r(   r*   r*   r+   &test_loc_iloc_getitem_leading_ellipsesr  s&   $z:TestLocWithEllipsis.test_loc_iloc_getitem_leading_ellipsesc                 C   s&  |t ju st|dkrdn|jd }tjttd ||d  W d    n1 s*w   Y  tjttd ||d|gdf  W d    n1 sKw   Y  tjttd ||dd|f  W d    n1 skw   Y  tjtdd |||ddf  W d    d S 1 sw   Y  d S )Nr   r   )...Too many indexers)r$   r   r   rp   r   r   r   r   )r8   r:   r   rN   r*   r*   r+   0test_loc_iloc_getitem_ellipses_only_one_ellipsis  s   $"zDTestLocWithEllipsis.test_loc_iloc_getitem_ellipses_only_one_ellipsisN)r   r   r   r   r  r$   r#   r   r   r:   r  r"  r$  r*   r*   r*   r+   r  a  s    

r  c                   @   s  e Zd Zejdddgg dg dgfddgg dg dgfddgddgfg dg dgfddgddgfg dg d	gfddgddgfg dg d	gfddgddgfg dg dgfd
dgddgfg dg dgfgejdddgdd Zdd Zdd Zdd Z	dd Z
dd Zdd Zdd Zd d! Zd"d# Zd$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/d0 Zd1d2 Zd3d4 Zd'S )5TestLocWithMultiIndexzkeys, expectedr   r    )r   r   r    r    )rS   r1   rS   r1   )r    r    r   r   rS   r1   )r1   rS   r1   rS   r>   )r>   r    r    )rS   r1   rS   dimrp   ro   c                 C   s   |g dg dgi}t tdddfi |}t|}|dkr4|j|d d f }t|j	| d S |dkrJ|jd d |f }t|j
| d S d S )N)r>   r    r    r   r   )rS   rS   r1   rS   r1      r\   rp   ro   )r   rq   rr   reshaper   r  r#   r$   assert_index_equalrp   ro   )r8   r&  keysr)   kwargsr(   	exp_indexr   r*   r*   r+   'test_loc_getitem_multilevel_index_order  s   
z=TestLocWithMultiIndex.test_loc_getitem_multilevel_index_orderc                 C   s   |}|j d }|d j d }|jj|jjdd  ksJ |jj|jjdd  ks*J |j d }|d j d }|jj|jjd ksBJ |jj|jjd ksNJ d S )N  r"   rS   )r.  r1   r1   )r#   rp   r  r   )r8   Z/multiindex_year_month_day_dataframe_random_dataZymdr   result2r*   r*   r+   test_loc_preserve_names  s   

z-TestLocWithMultiIndex.test_loc_preserve_namesc                 C   sf   t dgddgg}td|d}|jg  }|d d }t|| |j|jdd  }t|| d S )Nr   rS   r   )r   from_productr   r#   r$   r   r   )r8   r!  rB  r   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 u sJ tdgddgg}t d gt| t|d}|jd }|d u s9J t dgt| t|d}|jd }|dksPJ d S )	NLevel1Level2)r3  r4  Level2_aZLevel2_br  )r3  r5  rS   )r   r   r  r#   r1  r   r   )r8   rB  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g dg dddgd}tg d|d}d|jd	d
< tg d|d}t|| d S )N)r   r   r[  r[  r   r   r  r  )r  twor  r7  r  r7  r  r7  firstsecondr  )rS   rS   rS   rS   rS   rS   rS   rS   r   r   )r[  r  )r   r7  )rS   rS   r   r   r   r   rS   rS   )r   r  r  r   r#   r$   r   )r8   rp   r   r)   r*   r*   r+   !test_loc_setitem_multiindex_slice  s   z7TestLocWithMultiIndex.test_loc_setitem_multiindex_slicec                 C   sJ   t dddd}ttd|}|jtdddtddd }t|| d S )Nr   Z10minry  r  r  il  rS   i4  )r   r   r   r#   r   r$   r   )r8   timesrB  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 )NrW   r   z
2010-01-01z
2010-01-10r   z
2010-01-05r    r   r   r[   )r   r   r   r#   r   r$   r%   r   r*   r*   r+   3test_loc_getitem_datetime_string_with_datetimeindex  s   
zITestLocWithMultiIndex.test_loc_getitem_datetime_string_with_datetimeindexc                 C   s   t jg dddgd}tddgddgd	d
gddgddgddgg|ddgd}|jdd}tddgddgddggddg|g dd}|jd }t|| d S )N)r   r   r?  ZbahZbamr@  r?  r@  r"   rx   r  r  rS   r   r1   rT   rX         @r[         @r\         @rY   r   r   r   r   )level)r   rS   r[   rn   r?  )r   r  r   rv  r|  r#   r$   r%   )r8   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 g ddd}d|jd< t g ddd}t|| d S )Nr   categoryr   r   rX   )r    r   r>   r   r   r  r8   r   r)   r*   r*   r+   1test_additional_element_to_categorical_series_loc*     
zGTestLocWithMultiIndex.test_additional_element_to_categorical_series_locc                 C   s:   t g ddd}d|jd< t g ddd}t|| d S )Nr   rF  r   r    rX   r    r   r>   r    r  rG  r*   r*   r+   'test_additional_categorical_element_loc1  rI  z=TestLocWithMultiIndex.test_additional_categorical_element_locc                 C   s   t g dttg d|dd}tj|jd< t dddtjgttg d|dd}t|| tj|jd< t dtjdtjgttg d|dd}t|| d S )Nru   r   rX   rS   r1   )r   r
   r   rq   r  r#   r$   r   )r8   Zany_numeric_ea_dtypeZsrsr)   r*   r*   r+   &test_loc_set_nan_in_categorical_series8  s    z<TestLocWithMultiIndex.test_loc_set_nan_in_categorical_seriesnaNc                 C   sd   t g ddd}||jd< t g ddd}||jd< t|| t ddd|gdd}t|| d S )	Nr   rF  r   rX   rJ  r    r   r>   r  )r8   rM  Zsrs_enlargeZsrs_setintor)   r*   r*   r+   ,test_loc_consistency_series_enlarge_set_intoM  s   

zBTestLocWithMultiIndex.test_loc_consistency_series_enlarge_set_intoc                 C   s   t tdddttddgtdgdgd dgd  tdgd	d
gdd}tddgddgdd	dd}|jjd }t	|| |j
dg jjd }t	|| d S )Nr1      r    r   rW   r   r\   rS   ZIndex1ZIndex2)r   codesr  )ry   rp   FrF  )r  orderedr   r   )r   rq   rr   r   r   r   rp   r   r$   r)  r#   r   r*   r*   r+   5test_loc_getitem_preserves_index_level_category_dtypeZ  s&   	zKTestLocWithMultiIndex.test_loc_getitem_preserves_index_level_category_dtypelt_valuer_   rW   c                 C   s~   t dg ditdg dgd}tjtdd |j|d |k d d f jdgd d f  W d    d S 1 s8w   Y  d S )	Nr    )rd     "   -   aabbr   rS   r1   rX   r   z\['b'\] not in indexr   r   )r   r   r   r   r6   r#   )r8   rS  r(   r*   r*   r+   >test_loc_multiindex_levels_contain_values_not_in_index_anymores  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   rS   r   )	rq   r   r  r   r  r   r#   r$   r   )r8   lev1lev2r!  rB  r   r)   r*   r*   r+   'test_loc_multiindex_null_slice_na_levelz  s   z=TestLocWithMultiIndex.test_loc_multiindex_null_slice_na_levelc                 C   sr   t jtdtdddggg dd}ttd|d}|jd	d d d d f }|jd
d d }t	|j| d S )NabxyrS   r1   )r]  r^  numr  ri   r   r    r   r[   )
r   r1  r   r   r   r#   rp   Z	droplevelr$   r)  )r8   r!  rB  Z
loc_resultr)   r*   r*   r+   test_loc_drops_level  s   z*TestLocWithMultiIndex.test_loc_drops_level)r   r   r   r   r   r   r-  r0  r2  r6  r:  r=  r>  rE  rH  rK  rL  rq   r  r}   ZNAr~   rN  rR  rY  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g d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 g d!d"d# Zd$S )%TestLocSetitemWithExpansionc                 C   sN   t dtdidd}t|d |jt|< t dtdidd}t|| d S )Nr   i@B r  r   rS   iAB )r   r   r   r#   r$   r%   rG  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   rS   r   rX   r   r   r#   r$   r   r8   rB  r*   r*   r+   test_loc_setitem_empty_series  
   


 z9TestLocSetitemWithExpansion.test_loc_setitem_empty_seriesc                 C   sV   t td}d|jd< t|t dgdgd d|jd< t|t ddgddgd d S )Nr   r  rS   r   rT   rX   rc  rd  r*   r*   r+   #test_loc_setitem_empty_series_float  rf  z?TestLocSetitemWithExpansion.test_loc_setitem_empty_series_floatc                 C   s|   t td}d|jd< t|t dgdgd d|jd< t|t ddgddgd d|jd< t|t g dg d	d d S )
Nr   rS   r   r   rX   r   r[   )rS   rX   r[   )r   r   rX   rc  rd  r*   r*   r+   %test_loc_setitem_empty_series_str_idx  s   



 zATestLocSetitemWithExpansion.test_loc_setitem_empty_series_str_idxc                    sn   t dddtdd  fddtdD }td	g|d	 gd
}|D ]}d|j|< q!td|d
}t|| d S )Nr   rc  rS   
US/Pacific)tzinfoc                    s   g | ]} t |d  d qS )rx  )seconds)r   rK  baser*   r+   r     r  zUTestLocSetitemWithExpansion.test_loc_setitem_incremental_with_dst.<locals>.<listcomp>   r   r   )r   r   r   r   r#   r$   r   )r8   Zidxsr   rE   r)   r*   rl  r+   %test_loc_setitem_incremental_with_dst  s   zATestLocSetitemWithExpansion.test_loc_setitem_incremental_with_dstconvc                 C      | S rc   r*   r   r*   r*   r+   r         z$TestLocSetitemWithExpansion.<lambda>c                 C      |   S rc   )to_datetime64r   r*   r*   r+   r     r   c                 C   rs  rc   )to_pydatetimer   r*   r*   r+   r     r   c                 C   s
   t | S rc   )rq   r,  r   r*   r*   r+   r        
 )r8   rt  ru  znp.datetime64)Zidsc                 C   sb   t d}t d}t }d|j||df< d|j||df< tdddgi||gd}t|| d S )	Nz20130101 09:00:00z20130101 10:00:00r   r  rk   g      Y@g      i@r   )r   r   r#   r$   r%   )r8   rp  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"   rS   r   )rQ  rx   r{   )r   r	   r#   r$   r%   )r8   rQ  r   r)   r*   r*   r+   1test_loc_setitem_categorical_column_retains_dtype  s   zMTestLocSetitemWithExpansion.test_loc_setitem_categorical_column_retains_dtypec                 C   s   t ddd}t ddd}t ddd}t||ddd}||vs J t|d	gd
}d|j|d	f< ttjgt| dg |t|gd	gt	d}t
|| d S )Nz2017-10-29 00:00:00+0200zEurope/Madridr  z2017-10-29 03:00:00+0100z2016-10-10 03:00:00leftr  )Z	inclusiver  r   r   rd  r=  )r   r   r   r#   rq   r  r   appendr   r   r$   r%   )r8   r  endrE   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	}| }||j	|jdkdf< t
|d
 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   )ry   ro   newoldnew_colrh  ri  r   )rS   r   r   Z1s)r   r   r   rp   ri  r   r  Z
tz_convertr   r#   r   r$   r   r   )r8   r(   vr   r)   r*   r*   r+   test_setitem_with_expansion  s   
  z7TestLocSetitemWithExpansion.test_setitem_with_expansionc                 C   sV   t  }d|jd< d|jd< d|jdtjf< |j}tddtjgtjd}t|| d S )NrS   rT  r1   )rS   rS   rX   r   r   )	r   r#   rq   infro   r   r   r$   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}||vs(J |t ||}t|t	r@|d d |ks?J n|d |ksHJ 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 )	Nr1   r   r   Zkapowr   rS   r   rS   r   )r   repeatrq   rr   r   r  r   insertr   r   r   r   r#   r$   r%   r   r   r  r@  )r8   rp   NarrorigrN   r,  Zexp_datar)   r(   rB  r*   r*   r+   /test_loc_setitem_with_expansion_nonunique_index  s8   


&zKTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_nonunique_indexr   )ZInt32Int64ZUInt32ZUInt64ZFloat32ZFloat64c                 C   sr   t g d|d}td|i}t|jd}||j|jdf< t|| t|jd}|j|j|jdf< t|| d S )NrX  r   ry   r   )r   r   rp   r#   r$   r%   r  )r8   r   rB  r(   r   r*   r*   r+   6test_loc_setitem_with_expansion_preserves_nullable_intC  s   zRTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_preserves_nullable_intN)r   r   r   r   r   Zslowrb  re  rg  rh  ro  r   rw  rx  r}  r  r  filterwarningsr  r  r*   r*   r*   r+   ra    s6    







-ra  c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestLocCallablec                 C   sx  t g dtdg d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g d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sJ d S )NrS   r1   rX   r[   rW  r   c                 S   
   | j dkS Nr1   r"   r   r*   r*   r+   r   \  rv  zATestLocCallable.test_frame_loc_getitem_callable.<locals>.<lambda>r1   c                 S   
   | j dkS )Nr   )rx   r   r*   r*   r+   r   _  rv  r   c                 S   r  r  r  r   r*   r*   r+   r   b  rv  c                 S   r  Nrx   r   r   r*   r*   r+   r   b  rv  )FTFc                 S   r  r  r  r   r*   r*   r+   r   e  rv  c                 S      dS r  r*   r   r*   r*   r+   r   e  rr  rx   c                 S   r  r  r  r   r*   r*   r+   r   h  rv  c                 S      ddgS Nr"   rx   r*   r   r*   r*   r+   r   h  r   r"   c                 S   r  r  r  r   r*   r*   r+   r   k  rv  c                 S   r  r  r*   r   r*   r*   r+   r   k  r   c                 S   r  )NrS   r*   r   r*   r*   r+   r   o  rr  c                 S   r  r!   r*   r   r*   r*   r+   r   o  rr  r  )r   r   r#   r$   r%   r"   rx   r   r8   r(   r   r*   r*   r+   test_frame_loc_getitem_callableV  s       z/TestLocCallable.test_frame_loc_getitem_callablec                 C   s   t g dtdg dd}|jdd ddgf }t||j|jdkddgf  |jdd	gd
d f }t||jdd	gddgf  |jd	dd f }t||jd	ddgf  d S )Nr  rW  r   c                 S   r  r  r  r   r*   r*   r+   r   v  rv  zITestLocCallable.test_frame_loc_getitem_callable_mixture.<locals>.<lambda>r"   rx   r1   rX   c                 S   r  r  r*   r   r*   r*   r+   r   y  r   c                 S   r  r  r*   r   r*   r*   r+   r   |  r   )r   r   r#   r$   r%   r"   r   r  r*   r*   r+   'test_frame_loc_getitem_callable_mixturer  s    z7TestLocCallable.test_frame_loc_getitem_callable_mixturec                 C   s  t g d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 )Nr  rW  Xr$  rS  r   c                 S   r  Nr"   r   r*   r   r*   r*   r+   r     r   zHTestLocCallable.test_frame_loc_getitem_callable_labels.<locals>.<lambda>r"   r   c                 S   r  r  r*   r   r*   r*   r+   r     r   c                 S   r  r  r*   r   r*   r*   r+   r     r   c                 S   r  Nr  r*   r   r*   r*   r+   r     rr  r  c                 S   r  r  r*   r   r*   r*   r+   r     r   c                 S      dgS r  r*   r   r*   r*   r+   r         c                 S   r  r  r*   r   r*   r*   r+   r     rr  c                 S   r  r  r*   r   r*   r*   r+   r     r  c                 S   r  r  r*   r   r*   r*   r+   r     r   c                 S   r  r  r*   r   r*   r*   r+   r     r   )r   r   r#   r$   r%   r   r  r*   r*   r+   &test_frame_loc_getitem_callable_labels  s"    z6TestLocCallable.test_frame_loc_getitem_callable_labelsc                 C   sV  t g d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 )Nr  rW  r  rS  r   ic                 S   r  r  r*   r   r*   r*   r+   r     r   zATestLocCallable.test_frame_loc_setitem_callable.<locals>.<lambda>r"   r   rG   c                 S   r  r  r*   r   r*   r*   r+   r     r   r   c                 S   r  r  r*   r   r*   r*   r+   r     r   c                 S   r  r  r*   r   r*   r*   r+   r     rr  r  r\   rW   c                 S   r  r  r*   r   r*   r*   r+   r     r   c                 S   r  r  r*   r   r*   r*   r+   r     r  r   c                 S   r  r  r*   r   r*   r*   r+   r     rr  c                 S   r  r  r*   r   r*   r*   r+   r     r  c                 S   r  r  r*   r   r*   r*   r+   r     r   c                 S   r  r  r*   r   r*   r*   r+   r     r   )r   r   r   r#   r$   r%   rq   r   )r8   r(   r   r   r*   r*   r+   test_frame_loc_setitem_callable  sR    z/TestLocCallable.test_frame_loc_setitem_callableN)r   r   r   r  r  r  r  r*   r*   r*   r+   r  U  s
    r  c                   @   sF   e Zd Zdd Zdd Zdd Zdd Zej	d	d
dgdd Z
d
S )TestPartialStringSlicingc                 C   s^   t g dg ddtg dd}t ddgdd	gdtd
dgd}|jd }t|| d S )Nr   ru   )rl   rm   )
2020-08-01z
2020-07-02
2020-08-05r   r    r>   rS   rX   r  r  z2020-08)r   r   r#   r$   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  r|  r  z2017-12r   )r}   period_range	to_seriesr#   r   r$   r   )r8   pirB  r   r)   r*   r*   r+   8test_loc_getitem_partial_string_slicing_with_periodindex  s
   zQTestPartialStringSlicing.test_loc_getitem_partial_string_slicing_with_periodindexc                 C   sB   t dddd}| }|jd d }|jd d }t|| d S )N1 day2 days1Hr  z1 daysr   )r   r  r#   r   r$   r   )r8   r   rB  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   rX   daysr  r   r   0 days)r   r   r   r   r#   r$   r   )r8   r(   r)   Zslicedr*   r*   r+   #test_loc_getitem_str_timedeltaindex  s    

z<TestPartialStringSlicing.test_loc_getitem_str_timedeltaindexindexer_endN2020-01-02 23:59:59.999999999c              	   C   s   |dgd t tdtdtdtdtdg|dd	}|dgd
 t tdtdg|dd	}td|}|| }t|| |j| }t|| d S )NrS   r\   z
2019-12-30z
2020-01-01z
2019-12-25r  z
2019-12-19ry  r   r1   )r   r   r   r$   r   r#   )r8   Ztz_aware_fixturer  r  r:   r)   r   r   r*   r*   r+   /test_loc_getitem_partial_slice_non_monotonicity  s4   


zHTestPartialStringSlicing.test_loc_getitem_partial_slice_non_monotonicity)r   r   r   r  r  r  r  r   r   r   r  r*   r*   r*   r+   r    s    r  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$ Zejd%dd&gd'd( Zd)d* ZdS )+TestLabelSlicingc                 C   s  t tjddddd dD d}t tjdddd	d d
D d}||fD ]c}|jtddddd  }t|| |jd tdddd }t|| |jtddddtdddd }t|| |jtddddd  }|jdd  }t|| |jdd  }t|| q$d S )NrA  r   r   c                 S      g | ]
}t d d|ddqS   rS   rW   r   r   rK  r*   r*   r+   r   %	      zMTestLabelSlicing.test_loc_getitem_slicing_datetimes_frame.<locals>.<listcomp>r  r   rB  c                 S   r  r  r  rK  r*   r*   r+   r   +	  r  )rS   r1   r1   rX   r[   r  rS   rW   r[   rc  z20010101 11)r   rq   rr   r#   r   r$   r%   r   )r8   Z	df_uniqueZdf_dupsr(   r   r)   r*   r*   r+   (test_loc_getitem_slicing_datetimes_frame	  s*   "z9TestLabelSlicing.test_loc_getitem_slicing_datetimes_framec                 C   s   t ddddd}tg d|d}tddd	}td
dd	}|j|| }tddg|dd d}t|| || }d}||ksAJ d S )Nz2017-10-29 01:30:00zEurope/Berlinr\   z30 min)r  r  r  )r   rS   r1   rX   r[   r   z2017-10-29 02:30:00+02:00ry  z2017-10-29 02:00:00+01:00r1   rX   r[   )r   r   r   r#   r$   r   )r8   r  Zseries2Zt_1Zt_2r   r)   r*   r*   r+   'test_loc_getitem_label_slice_across_dst<	  s   z8TestLabelSlicing.test_loc_getitem_label_slice_across_dstrp   r  r  r%  r  r  r  r  c                 C   s8   |  }|jd |d  }|jd d }t|| d S )Nr   r   )r  r#   r   r$   r   )r8   rp   rB  r   r)   r*   r*   r+   -test_loc_getitem_label_slice_period_timedeltaM	  s   z>TestLabelSlicing.test_loc_getitem_label_slice_period_timedeltac                 C   s|   g d}t tjdd|d}|jdd }t|dksJ |jdd }t|dks-J |jdd }t|dks<J d S )	N)gx"p|@g\Va|@g|@rX   r1   r   g3333c|@g    |@g3333|@g|@)r   rq   r   r   r#   r   )r8   rp   r(   s1r*   r*   r+   %test_loc_getitem_slice_floats_inexact[	  s   z6TestLabelSlicing.test_loc_getitem_slice_floats_inexactc                 C   s   |}t tjdtjdd|dd}t|jdd  dksJ t|jdd  dks,J tjdd|d}d	|d
< ||_t|jdd  dksHJ t|jdd  dksUJ d S )NrW   rG   r   r   r  ri   g      )@rZ   gffffff(@r1   )r   rq   r   r   rr   r   r#   rp   )r8   r  r   rB  r  r*   r*   r+   'test_loc_getitem_float_slice_floatindexh	  s    z8TestLabelSlicing.test_loc_getitem_float_slice_floatindexzstart,stop, expected_slicer   nsNrc  rS   r   rY   rZ   r[   r\   c                 C   s>   t tdtdd}|jt|| }|j| }t|| d S )Nrc  r  z10 days)r   r   r   r#   r   r   r$   r   )r8   r  stopZexpected_slicerB  r   r)   r*   r*   r+   $test_loc_getitem_slice_label_td64obju	  s   

z5TestLabelSlicing.test_loc_getitem_slice_label_td64objr  Z2018Z2020c                 C   sd   |g dt dt dt dgd}tjtdd |j|d  W d    d S 1 s+w   Y  d S )	Nru   Z2016Z2019Z2017r   z,Value based partial slicing on non-monotonicr   r   )r   r   r   r6   r#   )r8   r  r  r:   r*   r*   r+   )test_loc_getitem_slice_unordered_dt_index	  s   "z:TestLabelSlicing.test_loc_getitem_slice_unordered_dt_indexr   r  c                 C   sN   |t d|dddgd}|j|d }|t d|dddgd}t|| d S )Nr[   r8  r1   thirdr   )r   r#   r$   r   )r8   r  r   r:   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 )	NrS   r1   rX   )testrS   r1   r   r   r   )ry   rp   ro   )r   r   r   r$   r%   r#   rs   r*   r*   r+   *test_loc_getitem_slice_columns_mixed_dtype	  s
   "z;TestLabelSlicing.test_loc_getitem_slice_columns_mixed_dtype)r   r   r   r  r  r   r   r   r}   r  r   r  r  r  rq   r  r   r  r  r  r  r*   r*   r*   r+   r  	  s2    




r  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   sb   | d}|j dkr/||dd}tjt|d |j|  W d    d S 1 s(w   Y  d S d S )Nz7: boolean label can not be used without a boolean indexr   r   r  r   )Zinferred_typer   r   r6   r#   )r8   rp   r  r  messager:   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#   )r8   r  r  r:   r*   r*   r+   test_loc_bool_should_not_raise	  s   z<TestLocBooleanLabelsAndSlices.test_loc_bool_should_not_raisec                 C   sR   d}||dd}t jt|d |jdd  W d    d S 1 s"w   Y  d S )NzEslice\(True, False, None\): boolean values can not be used in a slicer   r  r   TF)r   r   r   r#   )r8   rp   r  r  r:   r*   r*   r+   test_loc_bool_slice_raises	  s   "z8TestLocBooleanLabelsAndSlices.test_loc_bool_slice_raisesN)	r   r   r   r   r   r   r  r  r  r*   r*   r*   r+   r  	  s    


r  c                   @   sd   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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}g dg dg dg}t||D ]$\}}| }d|j|df< t |ttddddgd	d
}t|| q2d S )Nr   rW   r   r  rX   )
r   rS   r1   rX   rW   rW   rW   rW   rW   rW   )
r   rS   r1   rW   r[   r\   rY   rZ   ri   ra  )
rW   rW   rW   rX   r[   r\   rY   rZ   ri   ra  r  r=  )	r   r   r   rp   r  r   r#   r$   r%   )r8   r(   Z
conditionsexpected_dataZcondry   r   r)   r*   r*   r+   )test_loc_setitem_bool_mask_timedeltaindex	  s$   "z<TestLocBooleanMask.test_loc_setitem_bool_mask_timedeltaindexr  Nrh  c                 C   s   t g d}tdd|d}tdt di|dd}| }|j|d d f |j|d d f< t	|| | }|j| |j|< t	|| d S )Nrf   Z20010101r[   r  r  r    r   r   )
rq   r   r   r   rr   r   r   r#   r$   r%   )r8   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 )NrC  rX   r1   ZABr  r  )r  r  rn   r   r   rS   )r   rq   rr   r(  r   r   r   rp   r}   r~   r"   r#   r$   r%   )r8   r(   r)   r   r*   r*   r+   2test_loc_setitem_mask_and_label_with_datetimeindex	  s   
zETestLocBooleanMask.test_loc_setitem_mask_and_label_with_datetimeindexc                 C   s   t d}t d}tdt||gi}| }t|g}|d jd j}||jddg< |d jd j}||ks8J t|| d S )Nr   l   ,GsO1colrS   TF)	r   r   r   r   r   _valuer#   r$   r%   )r8   Ztd1Ztd2r(   Zdf_copyrB  r)   r   r*   r*   r+   'test_loc_setitem_mask_td64_series_value	  s   
z:TestLocBooleanMask.test_loc_setitem_mask_td64_series_valuec                 C   s\   |  }|d dk}d|j|df< |j  }d||jdf< t||j|jd}t|| d S )Nr"   r   rx   rS   r   )r   r#   r   r   rp   ro   r$   r%   )r8   r  r)   r   r   r*   r*   r+   #test_loc_setitem_boolean_and_column
  s   
z6TestLocBooleanMask.test_loc_setitem_boolean_and_columnc                 C   sR  t g dg dd}t dg dig dd|jg ddgf< t g d	g dd}t|| t g dg dd}tg d
g dd|jg ddgf< t|| t g dg dd}tg d
g dd|jg ddf< t|| t g dg dd}| }|d }tg d
g dd|jg d< |rt|| d S t|| d S )Nru   r  r   r    r   )r1   rS   r   r   )FFT)rS   r1   rW   rb  )r   r#   r$   r%   r   r   )r8   r  r(   r)   r   rB  r*   r*   r+   )test_loc_setitem_ndframe_values_alignment
  s&   $"z<TestLocBooleanMask.test_loc_setitem_ndframe_values_alignmentc                 C   sJ   t g g dtd}| }|d |jtjg tjddgf< t|| d S )Nr   r   r    	r   r   r   r#   rq   r   Zbool_r$   r%   rs   r*   r*   r+    test_loc_indexer_empty_broadcast,
  s    z3TestLocBooleanMask.test_loc_indexer_empty_broadcastc                 C   sP   t dgdgdtd}| }|d |jtjdgtjddgf< t|| d S )Nr   r  r   r   r   Fr    r  rs   r*   r*   r+   $test_loc_indexer_all_false_broadcast3
  s   "z7TestLocBooleanMask.test_loc_indexer_all_false_broadcast)r   r   r   r  r   r   r   r  r  r  r  skip_array_manager_invalid_testr  r  r  r  r*   r*   r*   r+   r  	  s    

r  c                   @   s`   e Zd Zejddd ejegdd Z	dd Z
dd	 Zejd
ddgdd Zdd ZdS )TestLocListlikerf  c                 C   rq  rc   r*   r   r*   r*   r+   r   <
  rr  zTestLocListlike.<lambda>c                 C   sL  t ddtjg}ttd|d}|j|| }t|| ||| }t|| | j|| }t	||  |d d }|dd  }d}t
jt|d |j||  W d    n1 saw   Y  t
jt|d |||  W d    n1 s~w   Y  t
jt|d | j||  W d    d S 1 sw   Y  d S )	Nr"   rx   rX   r   r   rS   r   r   )r   rq   r  r   r   r#   r$   r   r  r%   r   r   r6   )r8   rf  cirB  r   Zser2Zci2r   r*   r*   r+   8test_loc_getitem_list_of_labels_categoricalindex_with_na<
  s(   "zHTestLocListlike.test_loc_getitem_list_of_labels_categoricalindex_with_nac                 C   sh   t jg ddd}tg dtdddd}tjtd	d
 |j|  W d    d S 1 s-w   Y  d S )N)
2001-01-04z
2001-01-02r  z
2001-01-14r,  r   )r1   r\   ri   rc  z
2001-01-01r   r[   r;  r   r   )rq   r   r   r   r   r   r6   r#   )r8   rN   rB  r*   r*   r+   1test_loc_getitem_series_label_list_missing_valuesX
  s   "zATestLocListlike.test_loc_getitem_series_label_list_missing_valuesc                 C   sh   t tddgtddgd}tjtdd |jtddg  W d    d S 1 s-w   Y  d S )Nl   PF
AHl   UBeNl   P2$$nrp   ry   r   r   l   NZ4FG)r   rq   r   r   r   r6   r#   rd  r*   r*   r+   9test_loc_getitem_series_label_list_missing_integer_valuesa
  s   "zITestLocListlike.test_loc_getitem_series_label_list_missing_integer_values	to_periodTFc                 C   sV  t ddddd}|r|d}tddg|dd	}tdtdg}|r)d
d |D }|j| }tddg|dd	}|s@|jd |_tj||dd tdtdtdg}|r\dd |D }tg dt	|d|j
ddd	}|j| }tj||dd tdtdtdg}|rdd |D }tjtdd |j|  W d    d S 1 sw   Y  d S )N
2011-01-01z
2011-01-02r   r  )r  r   皙?皙?r   r   c                 S      g | ]}| d qS r   r  r   r*   r*   r+   r   u
      zRTestLocListlike.test_loc_getitem_listlike_of_datetimelike_keys.<locals>.<listcomp>T)r  c                 S   r  r  r  r   r*   r*   r+   r   
  r  )r  r  r  )r   r   
2011-01-03c                 S   r  r  r  r   r*   r*   r+   r   
  r  r   r   )r   r  r   r   r#   rp   r  r$   r   r   r   r   r   r6   )r8   r  r  rB  r*  r   r   r*   r*   r+   .test_loc_getitem_listlike_of_datetimelike_keysj
  s@   


"z>TestLocListlike.test_loc_getitem_listlike_of_datetimelike_keysc                 C   sd   t ddgddgddggg ddd	gd
}|jd d }d|j_|jtddgdd }t|| d S )NrS   r1   r[   r\   rZ   ri   )cobraviperZ
sidewinderZ	max_speedshieldr   r   r  r  r   )r   r   rp   r   r#   r   r$   r%   r   r*   r*   r+   test_loc_named_index
  s   z$TestLocListlike.test_loc_named_indexN)r   r   r   r   r   r   rq   Zasarrayr   r  r  r  r  r  r*   r*   r*   r+   r  ;
  s    
		
)r  z%columns, column_key, expected_columns)  rl  i  r  rl  rS   )r  rl  Allr  r1   c                 C   sT   t tjdd| tdd}|jd d |f }|jg d|f }tj||dd d S )NrX   r  rn   r   T)r  )	r   rq   r   r   r   r   r#   r$   r%   )ro   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|g dd}t	
|| t| }t j|jd d df< t	
|| d S )Nri   r[   r  rS   )r   r  r   rT   r  r   )rq   r   rU  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   sr   dd dD } t tdtdt| d}|jddd	d
 }t tdtdtg dd}t|| d S )Nc                 S   s   g | ]}d D ]}||fqqS ))rZ   ri   ra  rW   r*   )r   yrr'  r*   r*   r+   r   
  r  z)test_loc_axis_1_slice.<locals>.<listcomp>)  r   )rW   ri   Z
ABCDEFGHIJr   rS   rt  r  ra  r   ri   r  )r  )r  rW   )r   rZ   r  )	r   rq   r{  r  r   r  r#   r$   r%   )r   r(   r   r)   r*   r*   r+   test_loc_axis_1_slice
  s   r   c                  C   sX   t dtdttdtdgd} |  }|jddgf |jddgf< t||  d S )Nr    r1   r   r   r  )r   r   r   r1  r   r#   r$   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sJ d S )Nr1   rS   r   r   r   )r   r   r   r   r#   )rB  r   r*   r*   r+   test_loc_mixed_int_float
  s   
r  c                  C   sV   t tdg dd} tjtdd d| jd d< W d    d S 1 s$w   Y  d S )Nr[   r   r   $Slicing a positional slice with .locr   r1   rX   )r   r   r   r   r   r#   )rB  r*   r*   r+   %test_loc_with_positional_slice_raises
  s   "r  c               	   C   s8  t ddd} ttjd| d}|d }d}||fD ]>}tjt|d |jd	d  W d    n1 s5w   Y  tjtd
d d	|jd	d< W d    n1 sSw   Y  qtjt|d |jd	dd	f  W d    n1 stw   Y  tjtd
d d|jd	dd	f< W d    d S 1 sw   Y  d S )Nz
2016-01-01rX   r  )rX   r1   r   r   zOcannot do slice indexing on DatetimeIndex with these indexers \[1\] of type intr   rS   r  r1   )r   r   rq   r   r   r   r   r#   )dtir(   rB  r   r:   r*   r*   r+   #test_loc_slice_disallows_positional
  s&   "r  c                  C   s   t tjddg dtddddd} | jg d  } | j}t	|j
}d	}tjt|d
 | j|  W d    n1 s>w   Y  tjt|d
 | d j|  W d    d S 1 s]w   Y  d S )Nr\   rX   r   Z2012r  r;  rn   )r   r1   r1   rX   z/None of \[TimedeltaIndex.* are in the \[index\]r   r    )r   rq   r   rU  r   r   r   rp   r}   ZTimedeltaIndexZasi8r   r   r6   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  rW   r   r   r\   )r}   r  r   rq   r   rU  r$   r%   r#   r   r   )r  r(   r*   r*   r+   "test_loc_with_period_index_indexer  s   $r	  c                  C   sv   t jdd} tddd}g d}t| ||d}t j|j|jd df< t j| d d	d
< t| ||d}t	|| d S )Nri   rY   r  r  )r"   rx   r   r   EFr   rS   r{   r   r1   )
rq   r   rU  r   r   r  r#   rp   r$   r%   )rq  r  r   r   r   r*   r*   r+   %test_loc_setitem_multiindex_timestamp(  s   r  c                  C   s0  g d} ddg}ddg}t j| ||gg dd}tdtd	|d
}|jd d | d |d |d ff }|jd d d df }t|| |j| d |d |d fg ddd}t|| |jd }|jd d }	|j| d |d |d fg ddd}
t	|
|	 |j| d |d |d f }|dksJ d S )Nr   r  )rS   r   r   rS   )r   r  r  r  rY   r\   r   rR   )rD  ru  )
r   r1  r   r   r#   r   r$   r%   Zxsr   )rZ  r[  Zlev3r   r(   r   r)   ZaltrB  Z	expected2Zalt2r/  r*   r*   r+   'test_loc_getitem_multiindex_tuple_level4  s    $&
&r  c               	   C   s   t tg dg dddtjtjggjg ddd} | d}|jjdks'J |jd }t	dd	g|j
ddd
}t|| |jt|_|jd }t|| d S )Nr  )r\   rY   rZ   ri   rS   r1   r   r  )ry   ro   r   r>   r\   rX  )r   rq   r   r  Tr   rp   r   r#   r   ro   r$   r   r   r   )r(   r   r   r)   r*   r*   r+   /test_loc_getitem_nullable_index_with_duplicatesR  s   $


r  r   r   c                 C   sB   t g ddgdd}| |jd< t g ddgdd}t|| d S )Nr  rl   Zuint8r  )r1   rl   )rS   r1   r   r[   uint16re  )r   r(   r)   r*   r*   r+   test_loc_setitem_uint8_upcastf  s   
r  zfill_val,exp_dtypez
2022-01-06zdatetime64[ns]z
2022-01-07
US/Easternry  zdatetime64[ns, US/Eastern]c                 C   sj   ddd|   g}t|| j|d}tg ddg|d}d|jd	< |d
 t||d}tj|j|dd d S )Nz
2022-01-02z
2022-01-03z
2022-01-04)r  r   )rW   rc  rd  r  r    rn   r  )
2022-01-08r    r  r   T)exact)	r   r   r  r   r#   r{  r$   r)  rp   )Zfill_valZ	exp_dtypery   rp   r(   Zexpected_indexr*   r*   r+   0test_loc_setitem_using_datetimelike_str_as_indexq  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abcr\   rl   r    r   r>   )r   rS   r1   rl   )r   r   r#   r$   r%   )r(   r)   r*   r*   r+   test_loc_set_int_dtype  s   r  c                  C   sr   t g dddd} tg dg dg dg dg| g d	d
}|jddgddd }|j| d ddf dks7J d S )N)z20181101 1100z20181101 1200z20181102 1300z20181102 1400r   rx   )r   r  )r"   rx   r  )r"   r   r   )r^  QrT   )Wr  rA  )ONETWOVALUESr   r  r  T)r{  r  r   r"   r  )r   r   r   r#   )Zp_indexZ	mi_seriesr*   r*   r+   test_loc_periodindex_3_levels  s    r  c                   @   s  e Zd Zejdddgdd Zdd Zdd	 Zd
d Z	dd Z
dd Zdd Zdd Zdd Zdd Zejdejejeegejdg ddd Zejdedddf dedfgd d! Zd"d# Zejd$d%d&gd'd( Zejd)d* Zd+d, Zd-d. ZdS )/TestLocSeriesr  )r  rX   )r  r[   c                 C   s$   t ddd}|j| |ksJ d S )NrX   r[   )r  r  )r   r#   )r8   r  r)   rB  r*   r*   r+   r    s   zTestLocSeries.test_loc_uint64c           	      C   s   |j g d }t|j| || t|jdd d |dd d  |j ddg \}}|j|| }|||}t|| || k}t|j| ||  |j| || ks\J |j| || ksgJ d S )NrX   r[   rZ   r\   r1      )rp   r$   r   r#   rO  r   truncatemedian)	r8   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 g d }d}tjt|d |j||  W d    n1 s/w   Y  tjt|d d|j||< W d    d S 1 sNw   Y  d S )Nr\   r   r1   )rS   r1   r   z"Timestamp\('2000-01-10 00:00:00'\)r   r   )rp   r   r   r6   r#   )r8   r$  r&  r'  Zts2r   r*   r*   r+   test_loc_getitem_not_monotonic  s   "z,TestLocSeries.test_loc_getitem_not_monotonicc                 C   sd  t tjdttdddd}| }d|jdd< |jdd dk s(J | }d|jdd< |jdd dkj	 sAJ |jdd	 }|j
dd }|g d
}t|| t|| |jttdttddd  }tjtdd |j
dd  W d    n1 sw   Y  tjtdd d|j
dd< W d    d S 1 sw   Y  d S )NrW   r   rG   r1   r   r[   rX   rc  rY   )r[   rY   ri   rW   r\   ra  r   z^3$r   )r   rq   r   rU  r   r   r   r   r   r   r#   rO  r$   r   r   r   r6   )r8   rB  cpr   r/  r)   s2r*   r*   r+   0test_loc_getitem_setitem_integer_slice_keyerrors  s&    ""z>TestLocSeries.test_loc_getitem_setitem_integer_slice_keyerrorsc                 C   s4   t |jd d }|j| }t||d d  d S )NrW   )r  rp   r#   r$   r   )r8   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   )r8   r#  r   r   r)   r*   r*   r+   test_loc_setitem_boolean  s   
z&TestLocSeries.test_loc_setitem_booleanc                 C   sd   t |jg d }d|j|< d}tjt|d d|j|dg < W d    d S 1 s+w   Y  d S )N)r\   ri   rd  r\   z\['foo'\] not in indexr   r   )r   rp   r#   r   r   r6   )r8   r#  r%  r   r*   r*   r+   test_loc_setitem_corner  s   
"z%TestLocSeries.test_loc_setitem_cornerc                 C   s   |j g d }| }| }d||< d|j|< t|| | }| }d||d |d < d|j|d |d < t|| d S )N)r\   rW   r   r   r1   )rp   r   r#   r$   r   )r8   r$  indicesr*  r   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}g d}tg d}| }| }d||< d|j|< t	
|| | }| }d||< d|j|< t	
|| g d}tg d}d}tjt|d	 d||< W d    n1 slw   Y  tjt|d	 d||< W d    d S 1 sw   Y  d S )
NrW   r   rG   r1   r   )r   r[   rY   r   r[   r\   rY   z\[5\] not in indexr   )r   rq   r   rU  r   r   r   r   r#   r$   r   r   r   r6   	Exception)	r8   rB  r%  Zarr_indsr*  r   Zinds_notfoundZarr_inds_notfoundr   r*   r*   r+   !test_loc_setitem_listlike_of_ints  s,    



"z/TestLocSeries.test_loc_setitem_listlike_of_intsc                 C   s   t tddddg dd}| }tddd}||jd	< |jd	 }||ks'J | }||jd
< |jd
 }||ks;J | }||d	< |d	 }||ksMJ d S )Nr  rX   r  r  r   r   r  ry  r    r   )r   r   r   r   r#   r   )r8   rB  r+  r)   r   r*   r*   r+   test_loc_setitem_dt64tz_values  s"   



z,TestLocSeries.test_loc_setitem_dt64tz_valuesarray_fnr   r2  c                 C   s~   |dg| }t |ddddgtdtd}t dtdtd}||jd< t|| t dtdtd}||jd< t|| d S )Nr   Zabcder  r    )r   r   r   r#   r$   r   r   )r8   r   r6  r  r)   rB  r*   r*   r+   #test_loc_iloc_setitem_with_listlike1  s   

z1TestLocSeries.test_loc_iloc_setitem_with_listliker   r"   Nc                 C   s   t tg dg dd}d}tjt|d |j|d d f  W d    n1 s*w   Y  tjt|d d|j|d d f< W d    d S 1 sKw   Y  d S )N))r"   0)r"   1)rx   r8  )   rO  rT  r  r#  r   rS   )r   r   r  r   r   r   r#   )r8   r   rB  r   r*   r*   r+   +test_loc_series_getitem_too_many_dimensionsC  s   "z9TestLocSeries.test_loc_series_getitem_too_many_dimensionsc                 C   s   |j g d }| }d|j|< | }d|g d< 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saJ || dksiJ d S )Nr  r\   rW   r   rY   rn  r[   )rp   r   r#   r$   r   r   )r8   r#  r%  r   r)   r&  r'  r*   r*   r+   test_loc_setitemQ  s"   


zTestLocSeries.test_loc_setitemr   r   r  c                 C   s\   t ddgddgd|d}ddd|jd	d d f< t ddgddgd|d}t|| d S )
Nr  defZghiZjklr{   r   ZnewAZnewBr   re  )r8   r   r(   r)   r*   r*   r+   test_loc_assign_dict_to_rowk  s   z)TestLocSeries.test_loc_assign_dict_to_rowc                 C   sp   t ddgd}tddddd|jd	< tddddd|jd	< t tddddggddgd	gd
}t|| d S )Nr   r   r   rY   r   r  r   )r   r   rS   rn   )r   r   r#   r$   r%   rG  r*   r*   r+   ,test_loc_setitem_dict_timedelta_multiple_setu  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 )NrS   r1   r    r   rY   rZ   r   r>   r   r   r   r   )r   r#   r   rq   r  r$   r%   rs   r*   r*   r+   3test_loc_set_multiple_items_in_multiple_new_columns  s   	zATestLocSeries.test_loc_set_multiple_items_in_multiple_new_columnsc                 C   s6   t jdddd}ttd|d}|jd dksJ d S )N2000rG   rx   r  r   z
2000-01-14ra  )r}   r  r   r   r#   )r8   rp   r'   r*   r*   r+    test_getitem_loc_str_periodindex  s   z.TestLocSeries.test_getitem_loc_str_periodindex) r   r   r   r   r   r   r  r(  r)  r,  r-  r.  r/  r1  r4  r5  rq   r   r}   r   r  r7  r   r   r;  r<  r>  r  r  r?  r@  rB  r*   r*   r*   r+   r    s0    
	$

	

r  )S__doc__collectionsr   r   r   r   r   r   Zdateutil.tzr   numpyrq   r   Zpandas.errorsr   Zpandas.util._test_decoratorsutilZ_test_decoratorsr  Zpandasr}   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   r   Zpandas.core.indexingr   Zpandas.tests.indexing.commonr   r   r   r  r,   r-   r   r  r%  ra  r  r  r  r  r  r  r  r  r   r  r  r  r  r  r	  r  r  r  r  Zint16r  r  r  r  r  r*   r*   r*   r+   <module>   s    P 
	 9          s< w CJ ~f
	




	