a
    Pf:                 	   @   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Z ddlm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/Z0 ddl1m2Z2 ddl3m4Z4 ddl5m6Z6 ej78dej9ej9dgdej9ej9gg dgej9dgdej9gddgggdd Z:G dd dZ;G dd dZ<G dd dZ=G dd dZ>G dd dZ?G d d! d!Z@G d"d# d#ZAG d$d% d%ZBG d&d' d'ZCG d(d) d)ZDG d*d+ d+ZEej78d,g d-d.d/gdd0gfg d1d.d/gdd0gfg d1d.d2gdd3gfgd4d5 ZFd6d7 ZGd8d9 ZHd:d; ZId<d= ZJd>d? ZKd@dA ZLdBdC ZMdDdE ZNdFdG ZOdHdI ZPdJdK ZQej78dLdMeRdMeSdMgdNdO ZTej78dPe)dQdRfe)dSdTdUdVfgdWdX ZUdYdZ ZVej7Wd[ej7Wd\d]d^ ZXd_d` ZYG dadb dbZZdS )cz$ test label based indexing with loc     )
namedtuple)datedatetimetime	timedeltaN)gettz)using_pyarrow_string_dtypeindex)np_version_gt2)IndexingError)CategoricalCategoricalDtypeCategoricalIndex	DataFrameDatetimeIndexIndex
IndexSlice
MultiIndexPeriodPeriodIndexSeriesSparseDtype	Timedelta	Timestamp
date_rangetimedelta_rangeto_datetimeto_timedelta)	is_scalar)_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-   W/var/www/ai-form-bot/venv/lib/python3.9/site-packages/pandas/tests/indexing/test_loc.pytest_not_change_nan_loc1   s
    	r/   c                   @   s  e Zd Zd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$d%d&gejdddgd'd( Zd)d* Zejdddgd+d, Zejd-edd.g d/deged0d1dgdeged2d3d4gdeged2d3d4gdeged2d5d2d4gdeggejdddgd6d7 Zd8d9 Zd:d; Zejd<edgged=gd>eddd=f edgd=d?fedged=gd@d=dgfedgged=gd@d=edgd=d?fgdAdB ZdS )CTestLocc                 C   s*   t g ddgdd}|jd d u s&J d S )N)12Nr#   strcolumnsdtype)   r#   )r   r&   selfr+   r-   r-   r.   "test_none_values_on_string_columnsB   s    z*TestLoc.test_none_values_on_string_columnskindr*   framec                 C   s$   | | d}t|ddtd d S )NZ_labelsr&   r7   failsgetfixturevaluer!   KeyErrorr9   r;   requestobjr-   r-   r.   test_loc_getitem_intH   s    zTestLoc.test_loc_getitem_intc                 C   s$   | | d}t|ddtd d S )N_emptyr&   cr=   r?   rB   r-   r-   r.   test_loc_getitem_labelN   s    zTestLoc.test_loc_getitem_labelzkey, typs, axesf)intsuintslabelsmixedtsNfloats   )rJ   rK   rM   rL   rN   r   c                 C   s4   |D ]*}| | d| }t|d||td qd S N_r&   axesr>   r?   r9   keytypsrT   r;   rC   typrD   r-   r-   r.   #test_loc_getitem_label_out_of_rangeT   s
    
z+TestLoc.test_loc_getitem_label_out_of_rangez	key, typsr      r7   )rJ   rK   rO   )r[         @r%   c                 C   s2   |D ](}| | d| }t|d|td qd S )NrR   r&   r=   r?   )r9   rV   rW   r;   rC   rX   rD   r-   r-   r.   test_loc_getitem_label_listh   s    	z#TestLoc.test_loc_getitem_label_listempty)r   r7   
   )         r[   ))r[   r`   )r[      )r7      multic                 C   s4   |D ]*}| | d| }t|d||td qd S rQ   r?   rU   r-   r-   r.   (test_loc_getitem_label_list_with_missingv   s
    
z0TestLoc.test_loc_getitem_label_list_with_missingrW   rJ   rK   c                 C   s.   | | d| }t|dg ddtd d S )NrR   r&   )rP      (   r[   rS   r?   )r9   rW   r;   rC   rD   r-   r-   r.   !test_loc_getitem_label_list_fails   s    z)TestLoc.test_loc_getitem_label_list_failsc                 C   s   d S Nr-   r9   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 )NrF   TFTFr&   r=   )r@   r!   
IndexError)r9   r;   rC   rD   r"   r-   r-   r.   test_loc_getitem_bool   s    zTestLoc.test_loc_getitem_boolzslc, typs, axes, failsr`   )rL   rM   r^   rN   rO   Z20130102Z20130104r7      rM   rc   c           	      C   s4   |D ]*}| | d| }t|d|||d qd S rQ   )r@   r!   )	r9   ZslcrW   rT   r>   r;   rC   rX   rD   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 )NrP   r#      col1col2)r_   r[   r[   r5   r
   r7   )r[   rs   r   r[   )r   nparanger&   r'   r(   r9   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r[   r7   r`   String 1String 2z2019-06-11 11:00:00z2019-06-11 12:00:00)Zchannelr%   B)dataString 3r%   r}   r%   r}   )r{   r   r|   )r   rv   nanr   pdNaTvaluesr&   r)   r'   r(   )r9   r+   df2r,   r-   r-   r.   test_column_types_consistent   s.    
z$TestLoc.test_column_types_consistentzobj, key, expFr5   namer	   c                 C   s6   |j | }t|ttfr&t|| n||ks2J d S rj   )r&   
isinstancer   r   r'   assert_equal)r9   rD   rV   expresr-   r-   r.   #test_loc_getitem_single_boolean_arg   s    
z+TestLoc.test_loc_getitem_single_boolean_arg)__name__
__module____qualname__r:   pytestmarkparametrizerE   rH   rY   r]   rf   ri   rl   ro   slice	TypeErrorrA   rq   ry   r   r   r   r   r   r   r-   r-   r-   r.   r0   A   s   







$r0   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+ej,d^d_d` Z-ejdadbge.dcdbdcedbggejdddegedeggdfdg Z/ejdhd;digg djfdke0g dldmdnej1ej1gg dlgg djdofdpdqdrgfdkdsge0dpdiej1ej1gg dtdudvej1ej1ggg djdofdpg dwfejg dxejd<e0dpdiej1gg dxdudvej1ggg dwdofe.dpdmdcg dyfg dxg dzge0dpdiej1ej1gg d{g d|gg djdofe.dpdmdcg d}fejg dxg dzgejd<e0dpdiej1ej1gg d~g dgg djdofe.dcdcdcdbdqgfe0dkdsgddgddggdbdqgdoe0g dg dg dgg dwdofgdd Z2dd Z3dd Z4dd Z5dd Z6dd Z7ejj8ejdddgddggdd Z9dd Z:dd Z;dd Z<dd Z=dd Z>dd Z?dd Z@dd ZAdd ZBdd ZCdd ZDdd ZEdd ZFejjGeH dddd ZIdd ZJejdg dejdejejKeLgdd ZMdd ZNdd ZOddĄ ZPejdaddgddȄ ZQejdeRejeSeTgdd˄ ZUdd̈́ ZVejddeSdpgfdeSdigfgdd҄ ZWddԄ ZXejdd;g d֢fe.dndsg dעfdmdugg dآfgddڄ ZYdd܄ ZZddބ Z[dd Z\ejdddggdd Z]dd Z^ejddbdbgdbe.dcfgdd Z_dd Z`dd Zadd Zbdd Zcdd Zdejdddgdd Zedd Zfdd Zgdd Zhdd  Zidd Zjdd ZkdcS (  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&   rv   arrayilocr'   r(   r9   r+   resultr,   r-   r-   r.   test_loc_npstr  s    z%TestLocBaseIndependent.test_loc_npstrzmsg, keyz'Period\('2019', 'Y-DEC'\), 'foo', 'bar'  foobarz&Period\('2019', 'Y-DEC'\), 'y1', 'bar'y1z&Period\('2019', 'Y-DEC'\), 'foo', 'z1'z1z;Period\('2018', 'Y-DEC'\), Period\('2016', 'Y-DEC'\), 'bar'    z&Period\('2018', 'Y-DEC'\), 'foo', 'y1'z;Period\('2017', 'Y-DEC'\), 'foo', Period\('2015', 'Y-DEC'\)    z&Period\('2017', 'Y-DEC'\), '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   n1 sz0    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   rz   r_   rP   rg   )r%   r}   CZV1ZV2r%   r}   r   matchN)r   r   	set_indexr   raisesrA   r&   )r9   msgrV   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   sR   t ddgi}tjtdd" |jd d df  W d    n1 sD0    Y  d S )Nr#   r[   u   אr   )r   r   r   rA   r&   r8   r-   r-   r.   $test_loc_getitem_missing_unicode_key/  s    z;TestLocBaseIndependent.test_loc_getitem_missing_unicode_keyc                 C   sZ   t tjdddd tdD d}|jd }|jd d df jd	 }t|| d S )
Nr7   )rP   rd   c                 S   s   g | ]}d |d  qS )ZABCDErd   r-   .0xr-   r-   r.   
<listcomp>9      z@TestLocBaseIndependent.test_loc_getitem_dups.<locals>.<listcomp>rP   r	   )r%   r   r   r%   )r   rv   randomdefault_rngranger&   r'   assert_series_equalr9   r+   r,   r   r-   r-   r.   test_loc_getitem_dups4  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 )
Nr[   r7   r   r   20130101r#   r#   r#   r#   r#   ru   r
   r   r   )r   r   r   r   r'   r   r&   r   r-   r-   r.   test_loc_getitem_dups2?  s    

z-TestLocBaseIndependent.test_loc_getitem_dups2c                 C   s  t tdtdtjdddd d tjdddd d d	d
}dddgf}| }|j|  d9  < t|j| d|j|   d}| }|j|  d9  < |j| d|j|  ksJ dddgf}| }|j|  d9  < t	|j| d|j|   d S )NZrtttiZaaaderd   float64r6   gq=
ףp?r7   g(\տ)mer   r   bar2r   rr   r          @)r   r   t)
r   listrv   rw   r   copyr&   r'   r   r(   )r9   df_origindexerr+   r-   r-   r.   test_loc_setitem_dupsS  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 }tjtdd ||j|df< W d    n1 s0    Y  t g dg ddd
d}t|| d S )N)r   r[   r[   )d   rr   ,  Zuint32r   r#   r"   r#   r[   r"   )r      i-  uint64item of incompatible dtyper   )r   r   r&   r'   r(   assert_produces_warningFutureWarning)r9   Zdf1ixZnewb1r,   r   Znewb2r-   r-   r.   test_loc_setitem_slicev  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"   rG   r#   r"   rG   Zfloat32r   r   )r   r&   astyperv   r   r'   r(   )r9   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 sD0    Y  t td}tjtdd |ddg  W d    n1 s0    Y  d S )	Nr`   r   r	   not in indexr   r#   dr   )r   r   r   r   rA   )r9   sr-   r-   r.   $test_getitem_label_list_with_missing  s    *z;TestLocBaseIndependent.test_getitem_label_list_with_missingr
   TFrm   c                 C   s`   t g d}dt| dt| }tjt|d |j|  W d    n1 sR0    Y  d S )Nrz   z Boolean index has wrong length: z instead of r   )r   lenr   r   rn   r&   )r9   r
   r   r   r-   r-   r.   test_loc_getitem_bool_diff_len  s    z5TestLocBaseIndependent.test_loc_getitem_bool_diff_lenc                 C   s   d S rj   r-   rk   r-   r-   r.   test_loc_getitem_int_slice  s    z1TestLocBaseIndependent.test_loc_getitem_int_slicec                 C   s~   t tjddg dg dd}dtt d}tjt|d& |j	d	dgd	dgf  W d    n1 sp0    Y  d S )
Nr7   r`   r`   r   )erI   gr
   r5   z$\"None of \[Index\(\[1, 2\], dtype=''\)\] are in the \[index\]\"r   r[   )
r   rv   r   r   r6   intr   r   rA   r&   r9   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 sL0    Y  dtt d	}tjt|d |jdd
g  W d    n1 s0    Y  d}tjt|d$ |jt	dgtd  W d    n1 s0    Y  d|jd< tjtdd |jdd
g  W d    n1 s(0    Y  d|d< dtt d	}tjt|d |jd
g  W d    n1 s~0    Y  |d= tjt|d d|jd
g< W d    n1 s0    Y  d S )Nr   r[   r7   r#   z^-1$r   z&\"None of \[Index\(\[-1, -2\], dtype='r   zE\"None of \[Index\(\['4'\], dtype='object'\)\] are in the \[index\]\"4r`   r   z"\"None of \[Index\(\[-2\], dtype='r   )
r   objectr&   r   r   rA   rv   r6   r   r   r9   r   r   r-   r-   r.   test_loc_to_fail2  s.    


(,2
.,z(TestLocBaseIndependent.test_loc_to_fail2c                 C   s   t dgdggddgdgd}dtt d}tjt|d	$ |jd
gd d f  W d    n1 sf0    Y  tjt|d	 |jd
g  W d    n1 s0    Y  d S )Nr#   r"   r[   r7   valuer   z!\"None of \[Index\(\[3\], dtype='r   r   r`   )r   rv   r6   r   r   r   rA   r&   r   r-   r-   r.   test_loc_to_fail3  s    2z(TestLocBaseIndependent.test_loc_to_fail3c                 C   s   t g d}|jdg  dtt d}tjtt	|d |jdg  W d    n1 s`0    Y  tjtdd |jddg  W d    n1 s0    Y  d S )Nrz   r7   z"None of [Index([3], dtype='z')] are in the [index]r   r`   r   )
r   r&   rv   r6   r   r   r   rA   reescaper   r-   r-   r.   test_loc_getitem_list_with_fail  s    *z6TestLocBaseIndependent.test_loc_getitem_list_with_failc                 C   s   t tjdjddg dd}|jdd }|jt| }|j| }t	|| |j|j
 }t	|| |jtj|dd	 }t	|| d S )
Nr7   )rd   r_   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>  r   z7TestLocBaseIndependent.test_loc_index.<locals>.<lambda>booleanr   )r   rv   r   r   r
   mapr&   r   r'   r(   r   r   )r9   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 sbJ |jddgk sxJ t t	dgd	gd
jd }t
t	dd	gddgdd}t|| |jtksJ d S )Nr7   rc   rc   r%   r}   r   Dru   r%   r}   r   r   r[   r   r#   r"   r   )r   rv   r   r   r&   r   r5   allr
   r   r   r'   r   r6   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	2000-01-5rd   r   r   val)r   r   r   r   rv   int64rk   r-   r-   r.   frame_for_consistency4  s
    z,TestLocBaseIndependent.frame_for_consistencyr
  r   r   )r   r   r   r   r   c                 C   s   t tdtdtjdttdtjdd}| }tjtdd" ||j	d d df< W d    n1 sj0    Y  t
|| d S )	Nr   rd   r
   r6   r   r	  incompatible dtyper   r   r   r   r   rv   r  r   r'   r   r   r&   r(   )r9   r  r
  r,   r+   r-   r-   r.   test_loc_setitem_consistency=  s    0z3TestLocBaseIndependent.test_loc_setitem_consistencyc                 C   s   t tdtddttdtjdd}| }tjtdd" d|j	d d df< W d    n1 sf0    Y  t
|| d S )	Nr   rd   r	   r   r	  r  r   r   r  r9   r  r,   r+   r-   r-   r.   (test_loc_setitem_consistency_dt64_to_strO  s    0z?TestLocBaseIndependent.test_loc_setitem_consistency_dt64_to_strc                 C   s   t tdtddttdtjdd}| }tjtdd" d|j	d d df< W d    n1 sf0    Y  t
|| d S )	N      ?rd   r	   r   r	  r  r   r   r  r  r-   r-   r.   *test_loc_setitem_consistency_dt64_to_float^  s    0zATestLocBaseIndependent.test_loc_setitem_consistency_dt64_to_floatc                 C   sx   t dttdgi}tjtdd" d|jd d df< W d    n1 sL0    Y  t dtdgi}t|| d S )Nr   Z20180101r  r   string)r   r   r   r'   r   r   r&   r(   rx   r-   r-   r.   'test_loc_setitem_consistency_single_rowl  s
    0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 sN0    Y  t|| t ddgd}d|d< |d tj|d< t|| d S )Nr   yr   r[   )r   r'   r   r&   r(   r   rv   r  r9   r,   r+   r-   r-   r.   "test_loc_setitem_consistency_emptyu  s    0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< tj	t
dd8 |jd d df td |jd d df< W d    n1 sZ0    Y  tg d|jdd}t|d | d S )NZRegion_1rc   )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Durationr  r   l    Xp7 )g      7@      (@g      ,@g      B@r   )r   from_arraysrv   r   r   r   r&   Zinfer_objectsr'   r   r   r   r   r
   r   )r9   levelsmiZclevelsr   r   r+   r,   r-   r-   r.   -test_loc_setitem_consistency_slice_column_len  sH    
2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   rv   
datetime64r&   r   r   r   r'   r   )r9   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_cpr7   r`   )r4  2017-01-24 13:26:12.711r;  )r5  2017-01-24 13:52:05.110r<  )r6  2018-10-22 13:44:05.888r=  )r7  2018-10-23 08:08:41.025r>  )r   r9  r:  r   )r   	from_dictr   r&   applyr'   r(   )r9   r+   r,   r5   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r`   rd   rc   r%   r
   r5   r6   rz   r  r   rc   r`   rd   r7   r`   r[   r  )r   floatrv   r   r&   r   r'   r(   r9   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 )NrB  r%   r}   rC  r  rz   r  r   rD  rE  r  )	r   rF  rv   r   r&   r   r   r'   r(   rG  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 )Nrz   r%   r}   rC  r  r  r   r`   r   r   )r\   r   r  r   r	   )r   rF  rv   r   r&   r   r'   r(   rx   r-   r-   r.   *test_loc_setitem_frame_with_inverted_slice  s
    $zATestLocBaseIndependent.test_loc_setitem_frame_with_inverted_slicec           
      C   s   dd t dD }tjddd}dd t dD }tjddd}tt||}t|d}tj|d	< ||j|d	f< tj|d
< ||j|d
f< t	||tj
d}t	||d}t||dtd	d
gtddj|d}	t||	 d S )Nc                 S   s   g | ]}d t | qS @r3   r   ir-   r-   r.   r     r   zGTestLocBaseIndependent.test_loc_setitem_empty_frame.<locals>.<listcomp>rd   r  r   c                 S   s   g | ]}d t | qS rL  rN  rO  r-   r-   r.   r   	  r   rc   r	   r%   r}   r  r   r   )r   rv   rw   r   setunionr   r   r&   r   r   r   r   reindexr'   r(   )
r9   Zkeys1Zval1keys2Zval2r
   r+   ZseraZserbr,   r-   r-   r.   test_loc_setitem_empty_frame  s$    


z3TestLocBaseIndependent.test_loc_setitem_empty_framec                 C   s   t tjddtdtdd}|jd }d|jd< |jd }|dksNJ |jd }|dksdJ d	|jd d d
df< |jd d d
df }|jd d dd f }t	|| d S )Nr7   r  abcdABCDr   r   r   r[   )r#   r%   r   r}   r  )
r   rv   r   r   standard_normalr   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 )Nrz   r   r}   )r   rv   r   r%   r&   r}   r'   r(   rx   r-   r-   r.   /test_loc_setitem_frame_nan_int_coercion_invalid2  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 )Nr[   r7   r`   rc   r#   r"   )r[   r7   r#   r   r   r
   r6   r   rd   ra   )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_labelsz.ignore:Setting a value on a view:FutureWarningc                 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   bazr`   r   r   r[   r7   r   )r   r_  r_  )r[   r7   r7   r  r  rd   r	  Z20000101Z20000102Z20000103)r   r[   r   r[   r7   rc   )r   r   r   rv   r  r&   r
   r'   r(   r   r   )r9   warn_copy_on_writer+   rhsr,   r-   r-   r.    test_loc_setitem_frame_multiplesI  s:    z7TestLocBaseIndependent.test_loc_setitem_frame_multiplesr   r%   Nr   Zc                 C   sV   t ddgddggddgddti}||jd|f< |jd	 }t|rN|d
ksRJ d S )Nr[   r7   r`   rc   r%   r}   r   r   )r   r%   rc  )r   r   r   r&   r   )r9   r   r   r+   r   r-   r-   r.   "test_loc_setitem_with_scalar_indexo  s    
&
z9TestLocBaseIndependent.test_loc_setitem_with_scalar_indexzindex,box,expectedr7   r  rb   )rb   rb   rb   rb   r`   rc   r   r[   r   r  rp   )r`   rc   rb   rp   rd   ra   r   rb   rp   	   )r}   r   r  r_         )r`   rb   rp   rf  )rd   r_   rh  ri  )r   r%   r  )rp   rc   rb   rf  )rh  ra   r_   ri  rf  r_   rh  ri  )rb   r7   rp   )rf  rc   r_   )rh  ra   ri  c                 C   s<   t ddgddgddggddgd	}||j|< t|| d S )
Nr[   r7   r`   rc   rd   ra   r%   r}   r   r   r&   r'   r(   )r9   r
   boxr,   r+   r-   r-   r.    test_loc_setitem_missing_columns  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   r[   )	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     r[   i  r7   r   )r   r   ro  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 wordsrf  r   r7   r`   )r   ro  r   r'   r   r   r-   r-   r.   test_loc_coercion3  s    z)TestLocBaseIndependent.test_loc_coercion3c                 C   sn   t ddt ddg}t|tddgtdd}ttd}|d ||d< |d	 ||d< t|| d S )
N*   rm  i  r   r   r   r	   r   r[   )r   rn  r   r   r   r'   r   )r9   Z
indexer_slvalsr,   rH  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 sT0    Y  d	}tjt|d |jd
d   W d    n1 s0    Y  d}tjt|d |jdd  W d    n1 s0    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r[   r7   r`   rc   rd   ra   )r`   rc   rd   ra   rb   rp   r   )r   r[   r   r[   r7   r`   r	   z5'Cannot get left slice bound for non-unique label: 1'r   r[   z5'Cannot get left slice bound for non-unique label: 0'r   r7   axis)r7   rc   rd   ra   )rc   ra   rb   rp   )r[   r[   r7   r`   )r7   rc   rd   )rc   ra   rb   )r[   r[   r7   )r   r   r   rA   r&   
sort_indexr'   r(   )r9   r+   r   r   r,   r-   r-   r.   test_loc_non_unique  s2    ,,,z*TestLocBaseIndependent.test_loc_non_uniquez
length, l2  r   i 順 c              	   C   s   t d}tttjd|t|ft	||dtt
|t|fdg| |dg}|jjdu sjJ t	|}|j| }t|dgtt
t|t|fdgt| |d||dd  g}t|| d S )NZABCDEFGr7   r   r   Fr[   )r   r   concatr   rv   r   r   rY  r   rw   onesr
   Z	is_uniquer&   taker'   r(   )r9   lengthl2r5   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sXJ d S )Nr[   Z
index_namer   )r   r
   r   r   r&   r9   r+   r   r-   r-   r.   test_loc_name.  s    z$TestLocBaseIndependent.test_loc_namec                 C   s   t tdtdd tdD ddtdd tdD d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 )N)rd   r7   c                 S   s   g | ]}d | qS zi-r-   rO  r-   r-   r.   r   ;  r   zLTestLocBaseIndependent.test_loc_empty_list_indexer_is_ok.<locals>.<listcomp>rd   r#   r   c                 S   s   g | ]}d | qS r  r-   rO  r-   r-   r.   r   <  r   r7   r   r   T)check_index_typecheck_column_type)	r   rv   r  r   r   r'   r(   r&   r   r8   r-   r-   r.   !test_loc_empty_list_indexer_is_ok8  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sxJ t|& g d|jd d df< W d    n1 s0    Y  |r|d g dk sJ n|d dk sJ t tj	d
d}|s|r.|d |jd d df usNJ n |d |jd d df u sNJ tg d}|jd d  }||usvJ |d d  |usJ t|  g d	|d d
< W d    n1 s0    Y  |rt|d d
 g dksJ nt|d d
 g d	ksJ d S )Nr#   rz   )rc   rc   rc   rc   r7   r_   rc   r   rx  re  r`   )r   r&   rv   Zshares_memory_valuesr'   assert_cow_warningr  r   r   rY  r   )r9   using_copy_on_writer`  Zoriginal_dfZ	sliced_dfr+   Zoriginal_seriesZsliced_seriesr-   r-   r.   &test_identity_slice_returns_new_objectK  s0    4" 0 z=TestLocBaseIndependent.test_identity_slice_returns_new_objectc                 C   s   |st jjdd}|| 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reasonr`   r#   r"   r   r7   )r   r   xfailZapplymarkerr   zipr   r   r&   r'   r(   r
   )r9   rC   r  r   r   r  qzr-   r-   r.   test_loc_copy_vs_viewv  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sHJ |j|d g }|jdg }t|| |j|d |g }t|| d S )Nr   r[   r7   r	   r   )rv   iinfomaxr   r&   r   r'   r   )r9   umaxrH  r   r,   r-   r-   r.   test_loc_uint64  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 sR0    Y  tjtdd |jdg  W d    n1 s0    Y  d S )Nr   r[   r7   r	   z-1r   r   )rv   r  r  r   r   r   rA   r&   )r9   r  rH  r-   r-   r.   !test_loc_uint64_disallow_negative  s    (z8TestLocBaseIndependent.test_loc_uint64_disallow_negativec                 C   s\   g d}t |tjtjgt| tdd}t ddgd}||jd d df< t|| d S Nrz   r   r   r  r   r  r   )	r   rv   r   r   r   r   r&   r'   r(   r9   r~   r,   r+   r-   r-   r.   *test_loc_setitem_empty_append_expands_rows  s    zATestLocBaseIndependent.test_loc_setitem_empty_append_expands_rowsc                 C   sp   g d}t |tjtjgt| tdd}t ddgd}|d tj|d< ||jd d df< t	
|| d S r  )r   rv   r   r   r   r   r   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  r4   )r   r   )r   rv   r   rF  r&   r'   r(   r  r-   r-   r.   *test_loc_setitem_empty_append_single_value  s    zATestLocBaseIndependent.test_loc_setitem_empty_append_single_valuec                 C   s   ddg}t ddgd}|jtj|_dtt d}tjt	|d" ||j
d	dgdf< W d    n1 sn0    Y  d
}tjt|d" ||j
d	ddf< W d    n1 s0    Y  d S )Nr[   r7   r   r  r   z"None of \[Index\(\[0, 1\], dtype='z'\)\] are in the \[index\]r   r   )setting an array element with a sequence.)r   r
   r   rv   r  r6   r   r   r   rA   r&   
ValueError)r9   r~   r+   r   r-   r-   r.   $test_loc_setitem_empty_append_raises  s    0z;TestLocBaseIndependent.test_loc_setitem_empty_append_raisesc                 C   sD   t ddgddgg}|jtd }tddgdd}t|| d S )Nr[   r7   r`   rc   r   r   )r   r&   rv   r   r   r'   r   )r9   r+   r   r   r-   r-   r.   test_indexing_zerodim_np_array  s    z5TestLocBaseIndependent.test_indexing_zerodim_np_arrayc                 C   s,   t ddg}|jtd }|dks(J d S )Nr[   r7   r   )r   r&   rv   r   )r9   r   r   r-   r-   r.   %test_series_indexing_zerodim_np_array  s    z<TestLocBaseIndependent.test_series_indexing_zerodim_np_arrayc                 C   s\   g dd gd  }t |tddd}t tddtjd}g d|jddd	< t|| d S )
Nrx  rc   i  i  r	   r  )ra   rd   rc   r`   r7   r[   r   r   )r   r   rv   r   r&   r'   r   )r9   r~   r,   r   r-   r-   r.   test_loc_reverse_assignment  s
    z2TestLocBaseIndependent.test_loc_reverse_assignmentzcan't set int into stringr  c                 C   s   dd t dD }t|dgd}t|dgtd}t|| dd |D |j|jdf< t|dgtdt}t|| dd |D |d< t|dgtd}t|| d S )	Nc                 S   s$   g | ]}t tjd  d qS )r7   g-q=)r3   rv   r   r   )r   rR   r-   r-   r.   r     r   z^TestLocBaseIndependent.test_loc_setitem_str_to_small_float_conversion_type.<locals>.<listcomp>rd   r%   r   r4   c                 S   s   g | ]}t |qS r-   rF  r   r-   r-   r.   r     r   c                 S   s   g | ]}t |qS r-   r  r   r-   r-   r.   r     r   )	r   r   r   r'   r(   r&   r
   rF  r   )r9   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dt|df|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freqrf  rg   r7   r`   r	   z1/4/2000r   )r   hourminuter   rv   r   r   rY  r   r'   get_objr&   r   r   r
   
_with_freq)	r9   frame_or_seriesrngr   rD   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_matrixr6   c                 C   s   t d}t||}d\}}|tj|||d|d}tj|}td|}|j	| j
}	| | }
t|	|
 |j	| jj
}	t|t|dd}
t|	|
 d S )Nscipy.sparse)rd   rb   r   r7   r   )Z
fill_value)r   importorskipgetattrrv   eyer   sparsefrom_spmatrixr   r&   r   Ztoarrayr'   Zassert_numpy_array_equalro  fullr   )r9   r  r6   	sp_sparse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   r[   )r   r   r   r   r&   r'   r(   r  r-   r-   r.   ,test_loc_getitem_listlike_all_retains_sparse5  s    zCTestLocBaseIndependent.test_loc_getitem_listlike_all_retains_sparsec                 C   s   t d}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  rd   r7   r  r   r   r   r   )r   r  r   r   r   r   r   r   r[   )r   r  r   r  r  r  r&   r   r   r'   r(   )r9   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   r7   r  r`   )r   r   r&   r   r'   r   )r9   r   r   r,   r-   r-   r.   test_loc_getitem_sparse_seriesL  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   )r6   r   )r   r   rF  r  r   r'   r   )r9   r   r+   r   r,   r-   r-   r.   !test_getitem_single_row_sparse_dfX  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(   )r9   float_framer  idxr   r,   r-   r-   r.   test_loc_getitem_iterable`  s    z0TestLocBaseIndependent.test_loc_getitem_iterablec                 C   sh   t tjdjdd}tdddd|_|jtdd d d f }|jdd d d f }t	
|| d S )Nr7   r  r   Z0sr_   r   startperiodsr  )r   rv   r   r   normalr   r
   r&   r   r'   r(   r   r-   r-   r.   #test_loc_getitem_timedelta_0secondsg  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 )Nr[   r7   r  r  r	   )r   r&   r   r'   r   )r9   r
  r,   r+   r   r-   r-   r.   test_loc_getitem_uint64_scalaro  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         ?r[   r   r	   Zzoor[   r7   )r   r   r   r&   r   r'   r   )r9   float_numpy_dtyper6   rH  r,   r-   r-   r.   +test_loc_setitem_int_label_with_float_indexz  s    

zBTestLocBaseIndependent.test_loc_setitem_int_label_with_float_indexzindexer, expected)
rP   r[   r7   r`   rc   rd   ra   rb   rp   rf  )
r   r[   r7   r`   rP   rP   rP   rP   rp   rf  )
r   r[   r7   rP   rc   rP   ra   rb   rp   rf  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 )	Nr_   r   r)  r   r  r6   r
   rP   rC  )r   r   r   r&   r
   r'   r(   )r9   r   r,   tdir+   r-   r-   r.   /test_loc_setitem_listlike_with_timedelta64index  s    zFTestLocBaseIndependent.test_loc_setitem_listlike_with_timedelta64indexc                 C   s   t g dtdd}t g dtdd}tjtddT 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< W d    n1 s0    Y  t|| d S )Nr[   r[   r[   r[   r[   Zaaaaar   )r[   r"   r"   r[   r[   Zaabbar   r   r"   r#   
categoriesr[   r7   r`   )r   r   r'   r   r   r   r&   r(   )r9   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|sXtnd}t|| ||d< t|d t|dd	 d S )
Nr#   r   )AlphaZNumericr  r   r  r   string[pyarrow_numpy]r   )	r   r   r&   r   r
   r   r   r'   r   )r9   using_infer_stringr+   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sDJ td|jd ksZJ tjtd	d
" tddd|jd< W d    n1 s0    Y  td |jd ksJ d S )NrG   z
2010-10-01r`   z
2008-08-08r   r[   )r   rG   )r[   rG   r  r   i  rd   )r7   rG   z
2005-05-05)	r   r   rv   r2  r&   r'   r   r   r   r8   r-   r-   r.   "test_loc_setitem_datetime_coercion  s    0z9TestLocBaseIndependent.test_loc_setitem_datetime_coercionidxervarc                 C   s   |}t ddd|d}td|dgd}t|dgtjd}tj|dkrFtnd d	d
" ||jd d |f< W d    n1 sx0    Y  t|| d S )Nz
2015-07-12r`   r,  )r  r  r  tzr   r  r   rC  r  r   )	r   r   rv   r   r'   r   r   r&   r(   )r9   r  Ztz_naive_fixturer  r  r,   r   r-   r-   r.   !test_loc_setitem_datetimeindex_tz  s    0z8TestLocBaseIndependent.test_loc_setitem_datetimeindex_tzc           
      C   sl  t dddd}ttjdt|df|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 < |r|	t}	t||	 |	 }d	|j
|< |j| |j
|< t|| |	 }d	|j
|< |j
| }|j
| 	 }	d	|	j
d d < |r.|	t}	t||	 |	 }d	|j
|< |j| |j
|< t|| d S )Nz
2012-01-01z
2012-01-05Z30minr  r7   rd   r	   ri  r         )   H   x      )         J   K   L   z   {   |            )r   r   rv   r   r   rY  r   r   r   r   r&   r   rF  r'   r(   r   )
r9   Zusing_array_managerr
   r+   ZakeyZbkeyZaindsZbindsr   r,   r-   r-   r.   test_loc_setitem_time_key  s@    







z0TestLocBaseIndependent.test_loc_setitem_time_keyrV   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%   rc   )r}   3)r%   r2   rz   rc   rd   ra   r   r7   r7   r  r   )r   r7   r   )r   rd   r   r[   ry  )
r   from_tuplesr   r   rv   Zzerosr&   r'   r(   r{  )r9   rV   r'  r+   rD   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 )Nrz   r   rc   r   )rc   r7   r`   r   r&   r'   r   )r9   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 )Nr_   r-  rP   rz   )r   rv   timedelta64r&   r   r'   r   )r9   rH  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}tjt|d ||j	td< W d    n1 sX0    Y  tjt|d ||j	d d < W d    n1 s0    Y  d S )Nr7   r  r   r   r  r   )
rv   r   r   rY  r   r   r   r   r  r&   )r9   r~   rH  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   r`   )r  r  rz   r  re  r   r   r[   )r  r%   )r   interval_ranger   r&   r'   assert_almost_equal)r9   r
   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   r`   Zboth)r  r  closedrz   r  re  r   r   r7   r[   )r  r  r  r  rc   r%   r   r[   r%   )r   r  r   r   r&   r'   r   )r9   r
   r+   Z	index_expr,   r   r-   r-   r.    test_loc_getitem_interval_index26  s    
z7TestLocBaseIndependent.test_loc_getitem_interval_index2tplr[   r[   r7   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(   )r9   r
  r  r+   r   r,   r-   r-   r.   +test_loc_getitem_index_single_double_tuplesB  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sjJ d S )N	IndexTyper#   r"   r   r   r_  ZbofZcomposite_indexFr  r  )r`   rc   r%   r}   r   r[   )r   r   r   r&   )r9   r  Zidx1Zidx2r
   r+   r   r-   r-   r.   !test_loc_getitem_index_namedtupleQ  s    

z8TestLocBaseIndependent.test_loc_getitem_index_namedtuplec                 C   s   t tjddg dg dd}d|d< tj|j|jd d d df< ttjdtjdtjg|sdt	ndd	j
}t|d j
| d S )
Nr7   rd   r`   )r#   r"   rG   r   r   r^  r   quxr3   r  r   )r   rv   r   r   rY  r   r&   r
   r   r   r   r'   r  )r9   r  r+   r,   r-   r-   r.   $test_loc_setitem_single_column_mixed[  s    
z;TestLocBaseIndependent.test_loc_setitem_single_column_mixedc                 C   s   t tjddtdd}tj|d< tjtdd d|j	d	< W d    n1 sV0    Y  |j
}ttd
gd tdg g dd}t|| d S )Nr7   )rg   r`   ABCr   eventr   r   r   )r_   r  r   r`   r   )r%   r}   r   r  r	   )r   rv   r   r   tupler   r'   r   r   r&   ro  r   r6   r   r   r-   r-   r.   test_loc_setitem_cast2i  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onera   r   )r[   r  rb   )r   rv   rw   Zint8r&   ro  r  r6   r8   r-   r-   r.   test_loc_setitem_cast3y  s
    
z-TestLocBaseIndependent.test_loc_setitem_cast3c                 C   sf   |t dg dd}g d}|jdkr6dgdgdgg}||jt d	< |g d
|jd}t|| d S )Nrd   )r`   rc   r[   r   r7   r	   )rf  r_   rh  r7   rf  r_   rh  r`   )r   r[   r_   rf  rh  )r   ndimr&   r
   r'   r   )r9   r  rD   r   r,   r-   r-   r.   test_loc_setitem_range_key  s    
z1TestLocBaseIndependent.test_loc_setitem_range_keyc                 C   s^   t g dg dd}tddgddgd|jdddf< t g dg dd}t|| d S )	Nr  r   r   r7   r[   r  r#   )r[   r7   r7   r[   r[   r   r   r&   r'   r(   rx   r-   r-   r.   .test_loc_setitem_numpy_frame_categorical_value  s    "zETestLocBaseIndependent.test_loc_setitem_numpy_frame_categorical_value)lr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r  r  fixturer  rv   r   r  r  r  r  r  r  r(  r3  rA  rI  rJ  rK  rU  rZ  r[  r]  filterwarningsrb  r   rd  r   r   rl  rp  rr  rt  rw  r|  Zarm_slowr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r  r  r   complexr  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.   r      s`  
#
'
$
	2



%	
$	
"		 3
""
+









(



r   c                   @   sZ   e Zd Zejejejgddd Zejdd Z	dd Z
ejdd	d
 Zdd ZdS )TestLocWithEllipsis)paramsc                 C   s   |j S rj   )param)r9   rC   r-   r-   r.   r     s    zTestLocWithEllipsis.indexerc                 C   s   |}|t ur| }|S rj   )r   to_frame)r9   series_with_simple_indexr  rD   r-   r-   r.   rD     s    zTestLocWithEllipsis.objc                 C   s   ||d }t || d S )N.)r'   r   )r9   rD   r   r   r-   r-   r.   test_loc_iloc_getitem_ellipsis  s    z2TestLocWithEllipsis.test_loc_iloc_getitem_ellipsis3ignore:PeriodDtype\[B\] is deprecated:FutureWarningc           
      C   s*  |}|t ju st|dkrdn|jd }|t ju rB|jjdkrBd S |t ju rt|jtrd}tj	t
|d" ||d|gf }W d    q1 s0    Y  n8t|dkr||d|gf }|||g }t || |t ju rdn|j}| }	||	d|gf }||	d d |gf }t || d S )Nr   r   z2MultiIndex does not support indexing with Ellipsisr   .)r'   r   r   r
   r&   inferred_typer   r   r   r   NotImplementedErrorr   r   r%  r(   )
r9   r&  r   rD   rV   r   r   r,   key2r+   r-   r-   r.   &test_loc_iloc_getitem_leading_ellipses  s"    $2z:TestLocWithEllipsis.test_loc_iloc_getitem_leading_ellipsesc                 C   s&  |t ju st|dkrdn|jd }tjttd ||d  W d    n1 sT0    Y  tjttd$ ||d|gdf  W d    n1 s0    Y  tjttd" ||dd|f  W d    n1 s0    Y  tjtdd" |||ddf  W d    n1 s0    Y  d S )Nr   r   )...Too many indexers)r'   r   r   r
   r   r   r   r    )r9   rD   r   rV   r-   r-   r.   0test_loc_iloc_getitem_ellipses_only_one_ellipsis  s    $*20zDTestLocWithEllipsis.test_loc_iloc_getitem_ellipses_only_one_ellipsisN)r   r   r   r   r  r'   r&   r   r   rD   r'  r   r  r,  r.  r-   r-   r-   r.   r"    s   



r"  c                   @   s  e Zd Zejdddgg dg dgfddgg dg dgfddgddgfg dg dgfddgddgfg dg d	gfddgddgfg dg d	gfddgddgfg dg dgfd
dgddgfg dg dgfgejdddgdd Zdd Zdd Zdd Z	dd Z
dd Zdd Zdd Zd d! Zd"d# Zd$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#   )r[   r7   r[   r7   )r#   r#   r"   r"   r[   r7   )r7   r[   r7   r[   rG   )rG   r#   r#   )r[   r7   r[   dimr
   r5   c                 C   s   |g dg dgi}t tdddfi |}t|}|dkrf|j|d d f }t|j	| n(|dkr|jd d |f }t|j
| d S )N)rG   r#   r#   r"   r"   )r[   r[   r7   r[   r7      rd   r
   r5   )r   rv   rw   reshaper   r%  r&   r'   assert_index_equalr
   r5   )r9   r0  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s8J |jj|jjdd  ksTJ |j d }|d j d }|jj|jjd ksJ |jj|jjd ksJ d S )N  r%   r[   )r8  r7   r7   )r&   r
   r  r   )r9   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   r[   r	   )r   from_productr   r&   r'   r   r   )r9   r'  rH  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 s0J tdgddgg}t d gt| t|d}|jd }|d u srJ t dgt| t|d}|jd }|dksJ d S )	NLevel1Level2)r=  r>  Level2_aZLevel2_br  )r=  r?  r[   )r   r   r%  r&   r;  r   r   )r9   rH  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  rA  r  rA  r  rA  firstsecondr  )r[   r[   r[   r[   r[   r[   r[   r[   r	   r   )r_  r  )r   rA  )r[   r[   r   r   r   r   r[   r[   )r   r  r  r   r&   r'   r   )r9   r
   r   r,   r-   r-   r.   !test_loc_setitem_multiindex_slice  s    z7TestLocWithMultiIndex.test_loc_setitem_multiindex_slicec                 C   sJ   t dddd}ttd|}|jtdddtddd }t|| d S )Nr  Z10minr~  r  r  il  r[   i4  )r   r   r   r&   r   r'   r   )r9   timesrH  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 )Nr_   r   z
2010-01-01z
2010-01-10r	   z
2010-01-05r#   r"   r   rc   )r   r   r   r&   r   r'   r(   r   r-   r-   r.   3test_loc_getitem_datetime_string_with_datetimeindex2  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   rI  ZbahZbamrJ  rI  rJ  r%   r}   r  r  r[   r   r7   r\   r`         @rc         @rd         @ra   r   r  r   r   )level)r   r[   rc   ru   rI  )r   r  r   r{  r  r&   r'   r(   )r9   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   r`   )r#   r"   rG   r   r   r  r9   r   r,   r-   r-   r.   1test_additional_element_to_categorical_series_loca  s    
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   rP  r   r#   r`   r#   r"   rG   r#   r  rQ  r-   r-   r.   'test_additional_categorical_element_loch  s    
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 )Nrz   r   r`   r[   r7   )r   r   r   rv   r   r&   r'   r   )r9   Zany_numeric_ea_dtypeZsrsr,   r-   r-   r.   &test_loc_set_nan_in_categorical_serieso  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   rP  r   r`   rS  r#   r"   rG   r  )r9   rV  Zsrs_enlargeZsrs_setintor,   r-   r-   r.   ,test_loc_consistency_series_enlarge_set_into  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 )Nr7      r#   r"   r_   r   rd   r[   ZIndex1ZIndex2)r&  codesr  )r~   r
   FrP  )r  orderedr   r6   )r   rv   rw   r   r   r   r
   r&  r'   r3  r&   r   r-   r-   r.   5test_loc_getitem_preserves_index_level_category_dtype  s&    	zKTestLocWithMultiIndex.test_loc_getitem_preserves_index_level_category_dtypelt_valuerg   r_   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    n1 sn0    Y  d S )	Nr#   )ri     "   -   aabbr   r[   r7   r`   r	   z\['b'\] not in indexr   r"   )r   r   r   r   rA   r&   )r9   r\  r+   r-   r-   r.   >test_loc_multiindex_levels_contain_values_not_in_index_anymore  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   r[   r	   )	rv   r   r   r   r%  r   r&   r'   r   )r9   lev1lev2r'  rH  r   r,   r-   r-   r.   'test_loc_multiindex_null_slice_na_level  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xyr[   r7   )rf  rg  numr  rp   r	   r#   r   rc   )
r   r;  r   r   r   r&   r
   Z	droplevelr'   r3  )r9   r'  rH  Z
loc_resultr,   r-   r-   r.   test_loc_drops_level  s    z*TestLocWithMultiIndex.test_loc_drops_level)r   r   r   r   r   r   r7  r:  r<  r@  rD  rG  rH  rO  rR  rT  rU  rv   r   r   ZNAr   rW  r[  rb  re  ri  r-   r-   r-   r.   r/    s<   "

r/  c                   @   s   e Zd Zdd Zdd Zdd Zdd Zd	d
 Z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$d% Zd&S )'TestLocSetitemWithExpansionc                 C   s   d}|  < |td| tdt|idd}||j|< W d    n1 sN0    Y  tdt|d idd}t|| d S )N2   Z_SIZE_CUTOFFr   r  r   r[   )contextsetattrlibindexr   r   r&   r'   r(   )r9   ZmonkeypatchZsize_cutoffr   r,   r-   r-   r.   /test_loc_setitem_with_expansion_large_dataframe  s    
(zKTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_large_dataframec                 C   sV   t td}d|jd< t|t dgdgd d|jd< t|t ddgddgd d S )Nr   r[   r	   r`   r   r   r&   r'   r   r9   rH  r-   r-   r.   test_loc_setitem_empty_series  s
    


z9TestLocSetitemWithExpansion.test_loc_setitem_empty_seriesc                 C   sV   t td}d|jd< t|t dgdgd d|jd< t|t ddgddgd d S )Nr   r  r[   r	   r\   r`   rp  rq  r-   r-   r.   #test_loc_setitem_empty_series_float  s
    


z?TestLocSetitemWithExpansion.test_loc_setitem_empty_series_floatc              	   C   s   t td}d|jd< t|t dgtdgtdd d|jd< t|t ddgtddgtdd d|jd< t|t g dtg d	tdd d S )
Nr   r[   r   r	   r`   r   rc   )r[   r`   rc   )r   r   r`   )r   r   r&   r'   r   r   rq  r-   r-   r.   %test_loc_setitem_empty_series_str_idx  s    

 

zATestLocSetitemWithExpansion.test_loc_setitem_empty_series_str_idxc                    sn   t dddtdd  fddtdD }td	g|d	 gd
}|D ]}d|j|< qBtd|d
}t|| d S )Nr   rh  r[   
US/Pacific)tzinfoc                    s   g | ]} t |d  d qS )r}  )seconds)r   rO  baser-   r.   r     r   zUTestLocSetitemWithExpansion.test_loc_setitem_incremental_with_dst.<locals>.<listcomp>   r   r	   )r   r   r   r   r&   r'   r   )r9   Zidxsr   rN   r,   r-   rx  r.   %test_loc_setitem_incremental_with_dst  s    zATestLocSetitemWithExpansion.test_loc_setitem_incremental_with_dstconvc                 C   s   | S rj   r-   r   r-   r-   r.   r     r   z$TestLocSetitemWithExpansion.<lambda>c                 C   s   |   S rj   )to_datetime64r   r-   r-   r.   r     r   c                 C   s   |   S rj   )to_pydatetimer   r-   r-   r.   r     r   c                 C   s
   t | S rj   )rv   r2  r   r-   r-   r.   r   	  r   )r9   r}  r~  znp.datetime64)idsc                 C   sn   t d}t d}t }d|j||df< d|j||df< tdddgi||gtdgtdd	}t|| d S )
Nz20130101 09:00:00z20130101 10:00:00r   r  rr   g      Y@g      i@r   r   )r   r   r&   r   r   r'   r(   )r9   r|  Zdt1Zdt2r+   r,   r-   r-   r.   #test_loc_setitem_datetime_keys_cast  s    
z?TestLocSetitemWithExpansion.test_loc_setitem_datetime_keys_castc                 C   sT   t ddgi}tdg|d|jd d df< t dgtdg|dd}t|| d S )Nr%   r[   r"   )rZ  r}   r   r  )r9   rZ  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   ri  rC  )r   r   r   r&   rv   r   r   appendr   r   r'   r(   )r9   r  endrN   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   )r~   r5   newoldnew_colrm  ru  r   )r[   r   r   Z1s)r   r   r   r
   rn  r   r  Z
tz_convertr   r&   r   r'   r   r   )r9   r+   vr   r,   r-   r-   r.   test_setitem_with_expansion5  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 )Nr[   rX  r7   )r[   r[   r`   r   r   )	r   r&   rv   infr5   r   r   r'   r3  r   r-   r-   r.   0test_loc_setitem_with_expansion_inf_upcast_emptyK  s    

zLTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_inf_upcast_emptyz"ignore:indexing past lexsort depthc                 C   sf  t |std |d}t |}t|tj}t||dgd}d}||vsVJ |	t ||}t
|tr|d d |ksJ n|d |ksJ 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 )
NzNot relevant for empty Indexr7   r   r   Zkapowr   r[   r   r[   r	   )r   r   skiprepeatrv   rw   r   r  r   insertr   r   r   r   r&   r'   r(   r   r   r   rF  )r9   r
   NarrorigrV   r6  Zexp_datar,   r+   rH  r-   r-   r.   /test_loc_setitem_with_expansion_nonunique_indexV  s8    



&zKTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_nonunique_indexr6   )ZInt32Int64ZUInt32ZUInt64ZFloat32ZFloat64c                 C   sz   t g d|d}td|i}t|jd}||j|jdf< tj||dd t|jd}|j|j|jdf< tj||dd d S )Nra  r   r~   r	   Fr  )r   r   r
   r&   r'   r(   r  )r9   r6   rH  r+   r   r-   r-   r.   6test_loc_setitem_with_expansion_preserves_nullable_int  s    zRTestLocSetitemWithExpansion.test_loc_setitem_with_expansion_preserves_nullable_intc                 C   s   t dtdi}tdddd}||jg ddf< |ttjtjg|jd	}t td|d
}|j	d |jksrJ t
|| d S )Nr%   rd   
2016-01-01r`   ru  r  r  rZ   r}   r   r   )r   r   r   r&   r  r   r   r   r6   ro  r'   r(   )r9   r+   r
  Zbexr,   r-   r-   r.   #test_loc_setitem_ea_not_full_column  s    z?TestLocSetitemWithExpansion.test_loc_setitem_ea_not_full_columnN)r   r   r   ro  rr  rs  rt  r{  r   r   r   r  r  r  r  r  r  r  r  r  r-   r-   r-   r.   rj    s4   







-
rj  c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestLocCallablec                 C   sz  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svJ d S )Nr[   r7   r`   rc   r`  r   c                 S   s
   | j dkS Nr7   r%   r   r-   r-   r.   r     r   zATestLocCallable.test_frame_loc_getitem_callable.<locals>.<lambda>r7   c                 S   s
   | j dkS )Nr"   )r}   r   r-   r-   r.   r     r   r"   c                 S   s
   | j dkS r  r  r   r-   r-   r.   r     r   c                 S   s
   | j dkS Nr}   r   r   r-   r-   r.   r     r   )FTFc                 S   s
   | j dkS r  r  r   r-   r-   r.   r     r   c                 S   s   dS r  r-   r   r-   r-   r.   r     r   r}   c                 S   s
   | j dkS r  r  r   r-   r-   r.   r     r   c                 S   s   ddgS Nr%   r}   r-   r   r-   r-   r.   r     r   r%   c                 S   s
   | j dkS r  r  r   r-   r-   r.   r     r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   c                 S   s   dS )Nr[   r-   r   r-   r-   r.   r     r   c                 S   s   dS r$   r-   r   r-   r-   r.   r     r   r  )r   r   r&   r'   r(   r%   r}   r   r9   r+   r   r-   r-   r.   test_frame_loc_getitem_callable  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  r`  r   c                 S   s
   | j dkS r  r  r   r-   r-   r.   r     r   zITestLocCallable.test_frame_loc_getitem_callable_mixture.<locals>.<lambda>r%   r}   r7   r`   c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   )r   r   r&   r'   r(   r%   r   r  r-   r-   r.   'test_frame_loc_getitem_callable_mixture  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  r`  Xr*  rW  r	   c                 S   s   ddgS Nr%   r   r-   r   r-   r-   r.   r     r   zHTestLocCallable.test_frame_loc_getitem_callable_labels.<locals>.<lambda>r%   r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   c                 S   s   dS Nr  r-   r   r-   r-   r.   r     r   r  c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   c                 S   s   dgS r  r-   r   r-   r-   r.   r     r   c                 S   s   dS r  r-   r   r-   r-   r.   r     r   c                 S   s   dgS r  r-   r   r-   r-   r.   r     r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   )r   r   r&   r'   r(   r   r  r-   r-   r.   &test_frame_loc_getitem_callable_labels  s"    z6TestLocCallable.test_frame_loc_getitem_callable_labelsc                 C   s^  t g dtt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  r`  r   r  rW  r	   ic                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   zATestLocCallable.test_frame_loc_setitem_callable.<locals>.<lambda>r%   r   rP   c                 S   s   ddgS r  r-   r   r-   r-   r.   r     r   r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r    	  r   c                 S   s   dS r  r-   r   r-   r-   r.   r    	  r   r  rd   r_   c                 S   s   ddgS r  r-   r   r-   r-   r.   r   	  r   c                 S   s   dgS r  r-   r   r-   r-   r.   r   	  r   r   c                 S   s   dS r  r-   r   r-   r-   r.   r   	  r   c                 S   s   dgS r  r-   r   r-   r-   r.   r   	  r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r   	  r   c                 S   s   ddgS r  r-   r   r-   r-   r.   r   	  r   )
r   r   r   r   r   r&   r'   r(   rv   r   )r9   r+   r   r   r-   r-   r.   test_frame_loc_setitem_callable  sX     z/TestLocCallable.test_frame_loc_setitem_callableN)r   r   r   r  r  r  r  r-   r-   r-   r.   r    s   r  c                   @   sF   e Zd Zdd Zdd Zdd Zdd Z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   rz   )rs   rt   )
2020-08-01z
2020-07-02
2020-08-05r	   r#   rG   r[   r`   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   )r9   pirH  r   r,   r-   r-   r.   8test_loc_getitem_partial_string_slicing_with_periodindex3	  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   )r9   r   rH  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   r`   daysr  r	   r   0 days)r   r   r   r   r&   r'   r   )r9   r+   r,   Zslicedr-   r-   r.   #test_loc_getitem_str_timedeltaindexC	  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 )Nr[   rd   z
2019-12-30z
2020-01-01z
2019-12-25r  z
2019-12-19r  r	   r7   )r   r   r   r'   r   r&   )r9   Ztz_aware_fixturer  r  rD   r,   r   r   r-   r-   r.   /test_loc_getitem_partial_slice_non_monotonicityJ	  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 ]}|jtddddd  }t|| |jd tdddd }t|| |jtddddtdddd }t|| |jtddddd  }|jdd  }t|| |jdd  }t|| qHd S )NrK  r   r   c                 S   s   g | ]}t d d|ddqS   r[   r_   r   r   rO  r-   r-   r.   r   v	  r   zMTestLabelSlicing.test_loc_getitem_slicing_datetimes_frame.<locals>.<listcomp>r  r	   rL  c                 S   s   g | ]}t d d|ddqS r  r  rO  r-   r-   r.   r   |	  r   )r[   r7   r7   r`   rc   r  r[   r_   rc   rh  z20010101 11)r   rv   rw   r&   r   r'   r(   r   )r9   Z	df_uniqueZdf_dupsr+   r   r,   r-   r-   r.   (test_loc_getitem_slicing_datetimes_framep	  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sJ d S )Nz2017-10-29 01:30:00zEurope/Berlinrd   z30 min)r  r  r  )r   r[   r7   r`   rc   r	   z2017-10-29 02:30:00+02:00r  z2017-10-29 02:00:00+01:00r7   r`   rc   )r   r   r   r&   r'   r   )r9   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_dstr
   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   )r9   r
   rH  r   r,   r-   r-   r.   -test_loc_getitem_label_slice_period_timedelta	  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|@r7   r`   r7   r	   g3333c|@g    |@g3333|@g|@r`   )r   rv   r   r   r&   r   )r9   r
   r+   s1r-   r-   r.   %test_loc_getitem_slice_floats_inexact	  s    z6TestLabelSlicing.test_loc_getitem_slice_floats_inexactc                 C   s   |}t tjddtjdd|dd}t|jdd  dksDJ t|jdd  d	ks^J tjdd|d}d
|d< ||_t|jdd  dksJ t|jdd  d	ksJ d S )Nr7   r_   rP   r   r	   r$  rp   g      )@rb   gffffff(@)r   rv   r   r   rw   r   r&   r
   )r9   r  r6   rH  r  r-   r-   r.   'test_loc_getitem_float_slice_floatindex	  s    z8TestLabelSlicing.test_loc_getitem_float_slice_floatindexzstart,stop, expected_slicer   nsNrh  r[   r  ra   rb   rc   rd   c                 C   s>   t tdtdd}|jt|| }|j| }t|| d S )Nrh  r  z10 days)r   r   r   r&   r   r   r'   r   )r9   r  stopZexpected_slicerH  r   r,   r-   r-   r.   $test_loc_getitem_slice_label_td64obj	  s    

z5TestLabelSlicing.test_loc_getitem_slice_label_td64objr  Z2018Z2020c                 C   sb   |g dt dt dt dgd}tjtdd |j|d  W d    n1 sT0    Y  d S )	Nrz   Z2016Z2019Z2017r	   z,Value based partial slicing on non-monotonicr   r   )r   r   r   rA   r&   )r9   r  r  rD   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 )Nrc   rB  r7   thirdr	   )r   r&   r'   r   )r9   r  r   rD   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 )	Nr[   r7   r`   )testr[   r7   r   r	   r   )r~   r
   r5   )r   r   r   r'   r(   r&   rx   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  rv   r  r   r  r  r  r  r-   r-   r-   r.   r  o	  s0   




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   s\   | d}|j dkrX||dd}tjt|d |j|  W d    n1 sN0    Y  d S )Nz7: boolean label can not be used without a boolean indexr   r   r  r   )r)  r   r   rA   r&   )r9   r
   r  r  messagerD   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&   )r9   r  r  rD   r-   r-   r.   test_loc_bool_should_not_raise	  s    z<TestLocBooleanLabelsAndSlices.test_loc_bool_should_not_raisec                 C   sP   d}||dd}t jt|d |jdd  W d    n1 sB0    Y  d S )NzEslice\(True, False, None\): boolean values can not be used in a slicer   r  r   TF)r   r   r   r&   )r9   r
   r  r  rD   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                   @   sl   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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 ]H\}}| }d|j|df< t |ttddddgd	d
}t|| qdd S )Nr   r_   r   r  r`   )
r   r[   r7   r`   r_   r_   r_   r_   r_   r_   )
r   r[   r7   r_   rc   rd   ra   rb   rp   rf  )
r_   r_   r_   r`   rc   rd   ra   rb   rp   rf  r  rC  )	r   r   r   r
   r  r   r&   r'   r(   )r9   r+   
conditionsexpected_dataZcondr~   r   r,   r-   r-   r.   )test_loc_setitem_bool_mask_timedeltaindex
  s"    "z<TestLocBooleanMask.test_loc_setitem_bool_mask_timedeltaindexr  Nrm  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 )Nrm   Z20010101rc   r  r#   r	   r   )
rv   r   r   r   rw   r   r   r&   r'   r(   )r9   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 )NrM  r`   r7   ZABr  r  )r  r  ru   r   r   r[   )r   rv   rw   r2  r   r   r   r
   r   r   r%   r&   r'   r(   )r9   r+   r,   r   r-   r-   r.   2test_loc_setitem_mask_and_label_with_datetimeindex8
  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spJ t|| d S )Nr   l   ,GsO1colr[   TF)	r   r   r   r   r   _valuer&   r'   r(   )r9   Ztd1Ztd2r+   Zdf_copyrH  r,   r   r-   r-   r.   'test_loc_setitem_mask_td64_series_valueG
  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   r}   r[   r   )r   r&   r   r   r
   r5   r'   r(   )r9   r  r,   r   r   r-   r-   r.   #test_loc_setitem_boolean_and_columnV
  s    
z6TestLocBooleanMask.test_loc_setitem_boolean_and_columnc                 C   s~  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|. tg d
g dd|jg d< W d    n1 sP0    Y  |rnt|| nt|| d S )Nrz   r  r   r#   r   )r7   r[   r   r	   )FFT)r[   r7   r_   rg  )r   r&   r'   r(   r   r   r  )r9   r  r`  r+   r,   r   rH  r-   r-   r.   )test_loc_setitem_ndframe_values_alignmentb
  s(    $">z<TestLocBooleanMask.test_loc_setitem_ndframe_values_alignmentc                 C   sN   t g g dtd}| }|d  |jtjg tjddgf< t|| d S )Nr   r   r#   	r   r   r   r&   rv   r   Zbool_r'   r(   rx   r-   r-   r.    test_loc_indexer_empty_broadcast
  s    $z3TestLocBooleanMask.test_loc_indexer_empty_broadcastc                 C   sT   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  rx   r-   r-   r.   $test_loc_indexer_all_false_broadcast
  s    &z7TestLocBooleanMask.test_loc_indexer_all_false_broadcastc                 C   sb   t dgdgdtd}t dgdgdtd}|d  |jtjdgtjddgf< t|| d S )Nr   r  r   r   r"   Tr#   r  rx   r-   r-   r.   test_loc_indexer_length_one
  s    &z.TestLocBooleanMask.test_loc_indexer_length_one)r   r   r   r  r   r   r   r  r  r  tdskip_array_manager_invalid_testr  r  r  r  r  r-   r-   r-   r.   r  
  s   

 r  c                   @   s`   e Zd Zejddd ejegdd Z	dd Z
dd	 Zejd
ddgdd Zdd ZdS )TestLocListlikerk  c                 C   s   | S rj   r-   r   r-   r-   r.   r   
  r   zTestLocListlike.<lambda>c                 C   sL  t ddtjg}ttd|d}|j|| }t|| ||| }t|| | j|| }t	||  |d d }|dd  }d}t
jt|d |j||  W d    n1 s0    Y  t
jt|d |||  W d    n1 s0    Y  t
jt|d" | j||  W d    n1 s>0    Y  d S )	Nr%   r}   r`   r	   r   r[   r   r   )r   rv   r   r   r   r&   r'   r   r%  r(   r   r   rA   )r9   rk  cirH  r   Zser2Zci2r   r-   r-   r.   8test_loc_getitem_list_of_labels_categoricalindex_with_na
  s"    ,*zHTestLocListlike.test_loc_getitem_list_of_labels_categoricalindex_with_nac                 C   sf   t jg ddd}tg dtdddd}tjtd	d
 |j|  W d    n1 sX0    Y  d S )N)
2001-01-04z
2001-01-02r  z
2001-01-14r2  r   )r7   rd   rp   rh  z
2001-01-01r  rc   rE  r   r   )rv   r   r   r   r   r   rA   r&   )r9   rV   rH  r-   r-   r.   1test_loc_getitem_series_label_list_missing_values
  s    zATestLocListlike.test_loc_getitem_series_label_list_missing_valuesc                 C   sf   t tddgtddgd}tjtdd$ |jtddg  W d    n1 sX0    Y  d S )Nl   PF
AHl   UBeNl   P2$$nr
   r~   r   r   l   NZ4FG)r   rv   r   r   r   rA   r&   rq  r-   r-   r.   9test_loc_getitem_series_label_list_missing_integer_values
  s    zITestLocListlike.test_loc_getitem_series_label_list_missing_integer_values	to_periodTFc                 C   sX  t ddddd}|r|d}tddg|dd	}tdtdg}|rRd
d |D }|j| }tddg|dd	}|s|jd |_tj||dd tdtdtdg}|rdd |D }tg dt	|d|j
ddd	}|j| }tj||dd tdtdtdg}|rdd |D }tjtdd |j|  W d    n1 sJ0    Y  d S )N
2011-01-01z
2011-01-02r  r  )r  r   皙?皙?r   r   c                 S   s   g | ]}| d qS r  r  r   r-   r-   r.   r   
  r   zRTestLocListlike.test_loc_getitem_listlike_of_datetimelike_keys.<locals>.<listcomp>T)r  c                 S   s   g | ]}| d qS r  r  r   r-   r-   r.   r   
  r   )r  r  r  )r   r6   
2011-01-03c                 S   s   g | ]}| d qS r  r  r   r-   r-   r.   r   
  r   r   r   )r   r  r   r   r&   r
   r  r'   r   r   r6   r   r   rA   )r9   r  r  rH  r4  r   r   r-   r-   r.   .test_loc_getitem_listlike_of_datetimelike_keys
  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 )Nr[   r7   rc   rd   rb   rp   )cobraviperZ
sidewinderZ	max_speedshieldr   r   r  r  r   )r   r   r
   r   r&   r   r'   r(   r   r-   r-   r.   test_loc_named_index
  s    z$TestLocListlike.test_loc_named_indexN)r   r   r   r   r   r   rv   Zasarrayr   r  r  r  r  r  r-   r-   r-   r.   r  
  s   
		
)r  z%columns, column_key, expected_columns)  rq  i  r  rq  r[   )r  rq  Allr  r7   c                 C   sX   t tjdd| tdd}|jd d |f }|jg d|f }tj||dd d S )Nr7   r   r  ru   r   Tr  )	r   rv   r   r   r   r   r&   r'   r(   )r5   Z
column_keyZexpected_columnsr+   r,   r   r-   r-   r.   *test_loc_getitem_label_list_integer_labels
  s    
r   c                  C   s   t jdd} t| }t j|jd d df< t | t t jgd 	ddf}t|g dd}t
|| t| }t j|jd d df< t
|| d S )Nr7   )rp   rc   r  rp   r[   )r   r  r   r\   r  r   )rv   r   r   rY  r   r   r&   Zhstackr   r2  r'   r(   )Z	rand_datar   r  r,   r-   r-   r.   test_loc_setitem_float_intindex  s    $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 ))rb   rp   rf  r_   r-   )r   yrr-  r-   r-   r.   r   !  r   z)test_loc_axis_1_slice.<locals>.<listcomp>)  r   )r_   rp   Z
ABCDEFGHIJr   r[   ry  r  rf  r   rp   r  )r  )r  r_   )r   rb   r  )	r   rv   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#   r7   r   r   r  )r   r   r   r;  r   r&   r'   r(   )r,   r   r-   r-   r.   !test_loc_set_dataframe_multiindex0  s    r  c                  C   s4   t tdtddgtd} | jd }|dks0J d S )Nr7   r[   r   r   r   )r   r   r   r   r&   )rH  r   r-   r-   r.   test_loc_mixed_int_float:  s    
r  c                  C   sT   t tdg dd} tjtdd d| jd d< W d    n1 sF0    Y  d S )Nrc   r  r	   $Slicing a positional slice with .locr   r7   r`   )r   r   r   r   r   r&   )rH  r-   r-   r.   %test_loc_with_positional_slice_raisesB  s    r
  c               	   C   s>  t ddd} ttjdd| d}|d }d}||fD ]|}tjt|d	 |jd
d  W d    n1 sp0    Y  tjtdd	 d
|jd
d< W d    q:1 s0    Y  q:tjt|d	" |jd
dd
f  W d    n1 s0    Y  tjtdd	" d|jd
dd
f< W d    n1 s00    Y  d S )Nr  r`   r  r7   r  r	   r   zOcannot do slice indexing on DatetimeIndex with these indexers \[1\] of type intr   r[   r	  )	r   r   rv   r   r   r   r   r   r&   )dtir+   rH  r   rD   r-   r-   r.   #test_loc_slice_disallows_positionalJ  s    ,.0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 s0    Y  tjt|d | d j|  W d    n1 s0    Y  d S )Nr7   r  r   Z2012r,  rd   rE  ru   )r   r7   r7   r`   z/None of \[TimedeltaIndex.* are in the \[index\]r   r#   )r   rv   r   r   rY  r   r   r   r
   r   ZTimedeltaIndexZasi8r   r   rA   r&   )r+   r  r  r   r-   r-   r.   'test_loc_datetimelike_mismatched_dtypesf  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  r7   )r  r_   r	   r   rd   )r   r  r   rv   r   r   rY  r'   r(   r&   r   r   )r  r+   r-   r-   r.   "test_loc_with_period_index_indexer|  s    $r  c                  C   sz   t jdd} tddd}g d}t| ||d}t j|j|jd d	f< t j| d d
d< t| ||d}t	
|| d S )Nr7   )rp   ra   r  rp   r  )r%   r}   r   r  EFr   r[   r   r   )rv   r   r   rY  r   r   r   r&   r
   r'   r(   )rv  r  r   r   r   r-   r-   r.   %test_loc_setitem_multiindex_timestamp  s    r  c                  C   s2  g d} ddg}ddg}t j| ||gg dd}tdtd	|d
}|jd d | d |d |d ff }|jd d d df }t|| |j| d |d |d fg ddd}t|| |jd }|jd d }	|j| d |d |d fg ddd}
t	|
|	 |j| d |d |d f }|dks.J d S )Nr   r  )r[   r   r   r[   )r   r  r  r  ra   rd   r   rZ   )rN  rz  )
r   r;  r   r   r&   r   r'   r(   Zxsr   )rc  rd  Zlev3r   r+   r   r,   ZaltrH  Z	expected2Zalt2r9  r-   r-   r.   'test_loc_getitem_multiindex_tuple_level  s     $&
&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sNJ |jd }t	dd	g|j
ddd
}t|| |jt|_|jd }t|| d S )Nr  )rd   ra   rb   rp   r[   r7   r   r  )r~   r5   r6   rG   rd   r\  )r   rv   r   r   Tr   r
   r6   r&   r   r5   r'   r   r   r   )r+   r   r   r,   r-   r-   r.   /test_loc_getitem_nullable_index_with_duplicates  s    $


r  r   r   c                 C   s   t g ddgdd}tjtdd | |jd< W d    n1 sB0    Y  trbt| tjrbd}nd	}t g d
dg|d}t	|| d S )Nr  rs   Zuint8r4   r   r   )r7   rs   int16uint16)r[   r7   r   rc   )
r   r'   r   r   r&   r   r   rv   r  r(   )r   r+   r6   r,   r-   r-   r.   test_loc_setitem_uint8_upcast  s    (r  zfill_val,exp_dtypez
2022-01-06zdatetime64[ns]z
2022-01-07
US/Easternr  zdatetime64[ns, US/Eastern]c                 C   sj   ddd|   g}t|| j|d}tg ddg|d}d|jd	< |d
 t||d}tj|j|dd d S )Nz
2022-01-02z
2022-01-03z
2022-01-04)r  r6   )r_   rh  ri  r  r#   ru   r  )
2022-01-08r#   r  r   T)exact)	r   r   r  r   r&   r  r'   r3  r
   )Zfill_valZ	exp_dtyper~   r
   r+   Zexpected_indexr-   r-   r.   0test_loc_setitem_using_datetimelike_str_as_index  s    

r  c                  C   sJ   t tdg} d| jd d df< t dgdgdgdgd}t| | d S )Nabcrd   rs   r#   r"   rG   )r   r[   r7   rs   )r   r   r&   r'   r(   )r+   r,   r-   r-   r.   test_loc_set_int_dtype  s    r  z8ignore:Period with BDay freq is deprecated:FutureWarningr(  c                  C   sr   t g dddd} tg dg dg dg dg| g d	d
}|jddgddd }|j| d ddf dksnJ d S )N)z20181101 1100z20181101 1200z20181102 1300z20181102 1400r   r}   )r   r  )r%   r}   r  )r%   r   r   )rc  Qr\   )Wr  rK  )ONETWOVALUESr   r!  r"  T)r  r#  r   r%   r  )r   r   r   r&   )Zp_indexZ	mi_seriesr-   r-   r.   test_loc_periodindex_3_levels  s    r$  c                  C   sz   t d ttg dddtg dd} tddg}|| j| jd	f< ttg d
ddtg dd}t| | d S )NZpyarrowr   zstring[pyarrow]r   )TTF)stringsr  r  r*  r%  )r  r*  r   )r   r  r   r   r&   r  r'   r(   )r+   	new_valueZexpected_dfr-   r-   r.    test_loc_setitem_pyarrow_strings  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$d%d&gd'd( Zejd)d* Zd+d, Zd-d. Zd/d0 Z dS )1TestLocSeriesr  )r  r`   )r  rc   c                 C   s$   t ddd}|j| |ks J d S )Nr`   rc   )r  r  )r   r&   )r9   r
  r,   rH  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sJ |j| || ksJ d S )Nr`   rc   rb   rd   r7      )r
   r'   r   r&   rS  r   truncatemedian)	r9   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 jg d }d}tjt|d |j||  W d    n1 s`0    Y  tjt|d d|j||< W d    n1 s0    Y  d S )Nrd   r*  r7   )r[   r7   r   z"Timestamp\('2000-01-10 00:00:00'\)r   r   )r
   r   r   r   rA   r&   )r9   r.  r0  r1  Zts2r   r-   r-   r.   test_loc_getitem_not_monotonic7  s    ,z,TestLocSeries.test_loc_getitem_not_monotonicc                 C   sl  t tjddttdddd}| }d|jdd< |jdd dk	 sVJ | }d|jdd< |jdd dkj
	 sJ |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 s 0    Y  tjtdd d|jdd< W d    n1 s^0    Y  d S )Nr7   r_   r   rP   r	   rc   r`   rh  ra   )rc   ra   rp   r_   rd   rf  r   z^3$r   )r   rv   r   r   rY  r   r   r   r   r  r   r&   rS  r'   r   r   r   rA   )r9   rH  cpr   r9  r,   s2r-   r-   r.   0test_loc_getitem_setitem_integer_slice_keyerrorsB  s&    ".z>TestLocSeries.test_loc_getitem_setitem_integer_slice_keyerrorsc                 C   s4   t |jd d }|j| }t||d d  d S )Nr_   )r!  r
   r&   r'   r   )r9   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   )r9   r-  r   r   r,   r-   r-   r.   test_loc_setitem_booleand  s    
z&TestLocSeries.test_loc_setitem_booleanc                 C   sb   t |jg d }d|j|< d}tjt|d  d|j|dg < W d    n1 sT0    Y  d S )N)rd   rp   ri  rd   z\['foo'\] not in indexr   r   )r   r
   r&   r   r   rA   )r9   r-  r/  r   r-   r-   r.   test_loc_setitem_cornerm  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)rd   r_   r*  r   r7   )r
   r   r&   r'   r   )r9   r.  indicesr4  r   r-   r-   r.   test_basic_setitem_with_labelst  s    
z,TestLocSeries.test_basic_setitem_with_labelsc           	      C   s$  t tjd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 s0    Y  tjt|d	 d||< W d    n1 s0    Y  d S )
Nr7   r_   r   rP   r	   )r   rc   ra   r   rc   rd   ra   z\[5\] not in indexr   )r   rv   r   r   rY  r   r   r   r   r&   r'   r   r   r   rA   	Exception)	r9   rH  r/  Zarr_indsr4  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sNJ | }||jd
< |jd
 }||ksvJ | }||d	< |d	 }||ksJ d S )Nr  r`   r  r  r   r	   r  r  r#   r   )r   r   r   r   r&   r   )r9   rH  r5  r,   r   r-   r-   r.   test_loc_setitem_dt64tz_values  s"    



z,TestLocSeries.test_loc_setitem_dt64tz_valuesarray_fnr   r<  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   )r9   r   r@  r  r,   rH  r-   r-   r.   #test_loc_iloc_setitem_with_listlike  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 sT0    Y  tjt|d" d|j|d d f< W d    n1 s0    Y  d S )N))r%   0)r%   r1   )r}   rB  )   rX  r]  r  r-  r   r[   )r   r   r  r   r   r   r&   )r9   r   rH  r   r-   r-   r.   +test_loc_series_getitem_too_many_dimensions  s    0z9TestLocSeries.test_loc_series_getitem_too_many_dimensionsc                 C   s   |j g d }| }d|j|< | }d|j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sJ || dksJ d S )Nr)  rd   r_   r*  ra   rz  rc   )r
   r   r&   r   r'   r   )r9   r-  r/  r   r,   r0  r1  r-   r-   r.   test_loc_setitem  s"    


zTestLocSeries.test_loc_setitemr6   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   rj  )r9   r6   r+   r,   r-   r-   r.   test_loc_assign_dict_to_row  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   ra   r   r  r   )r   r   r[   ru   )r   r   r&   r'   r(   rQ  r-   r-   r.   ,test_loc_setitem_dict_timedelta_multiple_set  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 )Nr[   r7   r#   r   ra   rb   r"   rG   r   r   r   r	   )r   r&   r   rv   r   r'   r(   rx   r-   r-   r.   3test_loc_set_multiple_items_in_multiple_new_columns  s    	zATestLocSeries.test_loc_set_multiple_items_in_multiple_new_columnsc                 C   sh   d}t jt|dB tjdddd}ttd|d}|jd d	ksFJ W d    n1 sZ0    Y  d S )
Nz#Period with BDay freq is deprecatedr   2000rP   r}   r  r	   z
2000-01-14rf  )r'   r   r   r   r  r   r   r&   )r9   r   r
   r*   r-   r-   r.    test_getitem_loc_str_periodindex  s
    z.TestLocSeries.test_getitem_loc_str_periodindexc                 C   s   t td}t|d dd}tdtjt|tjdi|d}|j| }td|j	dd
tjitt|dddd}t|| d S )	Nrh  i  r  r   r
  r	   Zstable)r;   )r   r   r   r   rv   rw   r   Zintpr&   Zargsortr   r   r  r'   r(   )r9   r  r
   r+   r   r,   r-   r-   r.   test_loc_nonunique_masked_index  s     
z-TestLocSeries.test_loc_nonunique_masked_index)!r   r   r   r   r   r   r  r2  r3  r6  r7  r8  r9  r;  r>  r?  rv   r   r   r   r  rA  r   r   rD  rE  rG  r  r  rH  rI  rK  rL  r-   r-   r-   r.   r(    s0   
	$

	

r(  )[__doc__collectionsr   r   r   r   r   r   Zdateutil.tzr   numpyrv   r   Zpandas._configr   Zpandas._libsr
   rn  Zpandas.compat.numpyr   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   Zpandas.core.indexingr    Zpandas.tests.indexing.commonr!   r   r   r   r/   r0   r   r"  r/  rj  r  r  r  r  r  r  r   r  r  r  r  r
  r  r  r  r  r  r  r  r  r  r  r  r  r$  r'  r(  r-   r-   r-   r.   <module>   s   P 
	 ?           #= w Z J  	f




	

