o
    թZh:                 	   @   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-   U/var/www/html/lang_env/lib/python3.10/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$d%d&gejdddgd'd( Zd)d* Zejdddgd+d, Zejd-edd.g d/deged0d1dgdeged2d3d4gdeged2d3d4gdeged2d5d2d4gdeggejdddgd6d7 Zd8d9 Zd:d; Zejd<edgged=gd>eddd=f edgd=d?fedged=gd@d=dgfedgged=gd@d=edgd=d?fgdAdB ZdS )CTestLocc                 C   s*   t g ddgdd}|jd d u sJ d S )N)12Nr#   strcolumnsdtype)   r#   )r   r&   selfr+   r-   r-   r.   "test_none_values_on_string_columnsB   s   z*TestLoc.test_none_values_on_string_columnskindr*   framec                 C   $   | | d}t|ddtd d S )NZ_labelsr&   r7   failsgetfixturevaluer!   KeyErrorr9   r;   requestobjr-   r-   r.   test_loc_getitem_intH      zTestLoc.test_loc_getitem_intc                 C   r=   )N_emptyr&   cr>   r@   rC   r-   r-   r.   test_loc_getitem_labelN   rG   zTestLoc.test_loc_getitem_labelzkey, typs, axesf)intsuintslabelsmixedtsNfloats   )rL   rM   rO   rN   rP   r   c                 C   4   |D ]}| | d| }t|d||td qd S N_r&   axesr?   r@   r9   keytypsrW   r;   rD   typrE   r-   r-   r.   #test_loc_getitem_label_out_of_rangeT   s   
z+TestLoc.test_loc_getitem_label_out_of_rangez	key, typsr      r7   )rL   rM   rQ   )r^         @r%   c                 C   s2   |D ]}| | d| }t|d|td qd S )NrU   r&   r>   r@   )r9   rY   rZ   r;   rD   r[   rE   r-   r-   r.   test_loc_getitem_label_listh   s   	z#TestLoc.test_loc_getitem_label_listempty)r   r7   
   )         r^   ))r^   rc   )r^      )r7      multic                 C   rS   rT   r@   rX   r-   r-   r.   (test_loc_getitem_label_list_with_missingv   s   
z0TestLoc.test_loc_getitem_label_list_with_missingrZ   rL   rM   c                 C   s.   | | d| }t|dg ddtd d S )NrU   r&   )rR      (   r^   rV   r@   )r9   rZ   r;   rD   rE   r-   r-   r.   !test_loc_getitem_label_list_fails   s   
z)TestLoc.test_loc_getitem_label_list_failsc                 C      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 )NrH   TFTFr&   r>   )rA   r!   
IndexError)r9   r;   rD   rE   r"   r-   r-   r.   test_loc_getitem_bool   s   zTestLoc.test_loc_getitem_boolzslc, typs, axes, failsrc   )rN   rO   ra   rP   rQ   Z20130102Z20130104r7      rO   rf   c           	      C   s4   |D ]}| | d| }t|d|||d qd S rT   )rA   r!   )	r9   ZslcrZ   rW   r?   r;   rD   r[   rE   r-   r-   r.   test_loc_getitem_label_slice   s   z$TestLoc.test_loc_getitem_label_slicec                 C   sp   t ddgddgddggddgg dd}td|jd	< t ddgd
dgddggddgg dd}t|| d S )NrR   r#      col1col2)rb   r^   r^   r5   r
   r7   )r^   rw   r   r^   )r   nparanger&   r'   r(   r9   r+   r,   r-   r-   r.    test_setitem_from_duplicate_axis   s    z(TestLoc.test_setitem_from_duplicate_axisc                 C   s   t g ddtjdgtdtjtdgdd}t dgtdgd	d}|j|j|d
  d
dgf< t g dg dtdtdtdgdd}t	
|| d S )Nr^   r7   rc   String 1String 2z2019-06-11 11:00:00z2019-06-11 12:00:00)Zchannelr%   B)dataString 3r%   r   r%   r   )r   r   r   )r   rz   nanr   pdNaTvaluesr&   r)   r'   r(   )r9   r+   df2r,   r-   r-   r.   test_column_types_consistent   s.   
z$TestLoc.test_column_types_consistentzobj, key, expFr5   namer	   c                 C   s8   |j | }t|ttfrt|| d S ||ksJ d S rn   )r&   
isinstancer   r   r'   assert_equal)r9   rE   rY   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parametrizerF   rJ   r\   r`   ri   rl   rp   rs   slice	TypeErrorrB   ru   r}   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&   rz   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   dS 1 s>w   Y  dS )a(  
        parse_datetime_string_with_reso return parameter if type not matched.
        PeriodIndex.get_loc takes returned value from parse_datetime_string_with_reso
        as a tuple.
        If first argument is Period and a tuple has 3 items,
        process go on not raise exception
        r   x1Zx2r   r   r   r   r   r   r~   rb   rR   rj   )r%   r   CZV1ZV2r%   r   r   matchN)r   r   	set_indexr   raisesrB   r&   )r9   msgrY   r+   r-   r-   r.   ;test_contains_raise_error_if_period_index_is_in_multi_index  s   
	"zRTestLocBaseIndependent.test_contains_raise_error_if_period_index_is_in_multi_indexc                 C   sT   t ddgi}tjtdd |jd d df  W d    d S 1 s#w   Y  d S )Nr#   r^   u   אr   )r   r   r   rB   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   )rR   rg   c                 S   s   g | ]}d |d  qS )ZABCDErg   r-   .0xr-   r-   r.   
<listcomp>9      z@TestLocBaseIndependent.test_loc_getitem_dups.<locals>.<listcomp>rR   r	   )r%   r   r   r%   )r   rz   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#   ry   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s`J dddgf}| }|j|  d9  < t	|j| d|j|   d S )NZrtttiZaaaderg   float64r6   gq=
ףp?r7   g(\տ)mer   r   bar2r   rr   r          @)r   r   t)
r   listrz   r{   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 smw   Y  t g dg ddd
d}t|| d S )N)r   r^   r^   )d   rv   ,  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"   rI   r#   r"   rI   Zfloat32r   r   )r   r&   astyperz   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 s"w   Y  t td}tjtdd |ddg  W d    d S 1 sFw   Y  d S )	Nrc   r   r	   not in indexr   r#   dr   )r   r   r   r   rB   )r9   sr-   r-   r.   $test_getitem_label_list_with_missing  s   "z;TestLocBaseIndependent.test_getitem_label_list_with_missingr
   TFrq   c                 C   sb   t g d}dt| dt| }tjt|d |j|  W d    d S 1 s*w   Y  d S )Nr~   z Boolean index has wrong length: z instead of r   )r   lenr   r   rr   r&   )r9   r
   r   r   r-   r-   r.   test_loc_getitem_bool_diff_len  s
   "z5TestLocBaseIndependent.test_loc_getitem_bool_diff_lenc                 C   rm   rn   r-   ro   r-   r-   r.   test_loc_getitem_int_slice  s   z1TestLocBaseIndependent.test_loc_getitem_int_slicec                 C   s   t tjddg dg dd}dtt d}tjt|d |j	d	dgd	dgf  W d    d S 1 s9w   Y  d S )
Nr7   rc   rc   r   )erK   gr
   r5   z$\"None of \[Index\(\[1, 2\], dtype=''\)\] are in the \[index\]\"r   r^   )
r   rz   r   r   r6   intr   r   rB   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 s&w   Y  dtt d	}tjt|d |jdd
g  W d    n1 sMw   Y  d}tjt|d |jt	dgtd  W d    n1 spw   Y  d|jd< tjtdd |jdd
g  W d    n1 sw   Y  d|d< dtt d	}tjt|d |jd
g  W d    n1 sw   Y  |d= tjt|d d|jd
g< W d    d S 1 sw   Y  d S )Nr   r^   r7   r#   z^-1$r   z&\"None of \[Index\(\[-1, -2\], dtype='r   zE\"None of \[Index\(\['4'\], dtype='object'\)\] are in the \[index\]\"4rc   r   z"\"None of \[Index\(\[-2\], dtype='r   )
r   objectr&   r   r   rB   rz   r6   r   r   r9   r   r   r-   r-   r.   test_loc_to_fail2  s:   



"z(TestLocBaseIndependent.test_loc_to_fail2c                 C   s   t dgdggddgdgd}dtt d}tjt|d	 |jd
gd d f  W d    n1 s3w   Y  tjt|d	 |jd
g  W d    d S 1 sQw   Y  d S )Nr#   r"   r^   r7   valuer   z!\"None of \[Index\(\[3\], dtype='r   r   rc   )r   rz   r6   r   r   r   rB   r&   r   r-   r-   r.   test_loc_to_fail3  s   "z(TestLocBaseIndependent.test_loc_to_fail3c                 C   s   t g d}|jdg  dtt d}tjtt	|d |jdg  W d    n1 s0w   Y  tjtdd |jddg  W d    d S 1 sOw   Y  d S )Nr~   r7   z"None of [Index([3], dtype='z')] are in the [index]r   rc   r   )
r   r&   rz   r6   r   r   r   rB   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   )rg   rb   size)Zalpha_0Zalpha_1Zalpha_2Zbeta_0Zbeta_1r	   c                 S   s   d| v S )Nalphar-   r   r-   r-   r.   <lambda>      z7TestLocBaseIndependent.test_loc_index.<locals>.<lambda>booleanr   )r   rz   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 s1J |jddgk s<J t t	dgd	gd
jd }t
t	dd	gddgdd}t|| |jtksdJ d S )Nr7   rf   rf   r%   r   r   Dry   r%   r   r   r   r^   r   r#   r"   r   )r   rz   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	2000-01-5rg   r   r   val)r   r   r   r   rz   int64ro   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 s5w   Y  t
|| d S )	Nr   rg   r
   r6   r   r  incompatible dtyper   r   r   r   r   rz   r  r   r'   r   r   r&   r(   )r9   r  r  r,   r+   r-   r-   r.   test_loc_setitem_consistency=  s   z3TestLocBaseIndependent.test_loc_setitem_consistencyc                 C      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 s3w   Y  t
|| d S )	Nr   rg   r	   r   r  r  r   r   r  r9   r  r,   r+   r-   r-   r.   (test_loc_setitem_consistency_dt64_to_strO  s   z?TestLocBaseIndependent.test_loc_setitem_consistency_dt64_to_strc                 C   r  )	N      ?rg   r	   r   r  r  r   r   r  r  r-   r-   r.   *test_loc_setitem_consistency_dt64_to_float^  s   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 s&w   Y  t dtdgi}t|| d S )Nr   Z20180101r  r   string)r   r   r   r'   r   r   r&   r(   r|   r-   r-   r.   'test_loc_setitem_consistency_single_rowl  s   z>TestLocBaseIndependent.test_loc_setitem_consistency_single_rowc                 C   s   t ddgd}t ddgd}td  d|jd d df< W d    n1 s'w   Y  t|| t ddgd}d|d< |d tj|d< t|| d S )Nr   yr   r^   )r   r'   r   r&   r(   r   rz   r  r9   r,   r+   r-   r-   r.   "test_loc_setitem_consistency_emptyu  s   z9TestLocBaseIndependent.test_loc_setitem_consistency_emptyc                 C   s  dgd g dg dg}t j|g dd}g dg dg}t j|d	d
gd}ddddtjgg dddddtjgg dg}t|||d}t|jd d df |jd d df< t|jd d df |jd d df< |jdd}|jd d df |jd d df  |jd d df< tj	t
dd |jd d df td |jd d df< W d    n1 sw   Y  tg d|jdd}t|d | d S )NZRegion_1rf   )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_arraysrz   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  sJ   
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   rz   
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{?r4  T)r/  cachedate_dt
date_dt_cpr7   rc   )r:  2017-01-24 13:26:12.711rA  )r;  2017-01-24 13:52:05.110rB  )r<  2018-10-22 13:44:05.888rC  )r=  2018-10-23 08:08:41.025rD  )r   r?  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rc   rg   rf   r%   r
   r5   r6   r~   r  r   rf   rc   rg   r7   rc   r^   r  )r   floatrz   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 )NrH  r%   r   rI  r  r~   r  r   rJ  rK  r  )	r   rL  rz   r   r&   r   r   r'   r(   rM  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 )Nr~   r%   r   rI  r  r  r   rc   r   r   )r_   r   r  r   r	   )r   rL  rz   r   r&   r   r'   r(   r|   r-   r-   r.   *test_loc_setitem_frame_with_inverted_slice  s
   $zATestLocBaseIndependent.test_loc_setitem_frame_with_inverted_slicec           
      C   s   dd t dD }tjddd}dd t dD }tjddd}tt||}t|d}tj|d	< ||j|d	f< tj|d
< ||j|d
f< t	||tj
d}t	||d}t||dtd	d
gtddj|d}	t||	 d S )Nc                 S      g | ]}d t | qS @r3   r   ir-   r-   r.   r     r   zGTestLocBaseIndependent.test_loc_setitem_empty_frame.<locals>.<listcomp>rg   r  r   c                 S   rR  rS  rU  rV  r-   r-   r.   r   	  r   rf   r	   r%   r   r  r   r   )r   rz   r{   r   setunionr   r   r&   r   r   r   r   reindexr'   r(   )
r9   Zkeys1Zval1keys2Zval2r
   r+   ZseraZserbr,   r-   r-   r.   test_loc_setitem_empty_frame  s$   


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s'J |jd }|dks2J 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   rz   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 )Nr~   r   r   )r   rz   r   r%   r&   r   r'   r(   r|   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   rc   rf   r#   r"   )r^   r7   r#   r   r   r
   r6   r   rg   rd   )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   bazrc   r   r   r^   r7   r   )r   rf  rf  )r^   r7   r7   r  r  rg   r  Z20000101Z20000102Z20000103)r   r^   r   r^   r7   rf   )r   r   r   rz   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|r'|d
ks)J d S )Nr^   r7   rc   rf   r%   r   r   r   )r   r%   rj  )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  re   )re   re   re   re   rc   rf   r   r^   r   r	  rt   )rc   rf   re   rt   rg   rd   r   re   rt   	   )r   r   r	  rb         )rc   re   rt   rm  )rg   rb   ro  rp  )r   r%   r	  )rt   rf   re   rm  )ro  rd   rb   rp  rm  rb   ro  rp  )re   r7   rt   )rm  rf   rb   )ro  rd   rp  c                 C   s<   t ddgddgddggddgd	}||j|< t|| d S )
Nr^   r7   rc   rf   rg   rd   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   rv  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 wordsrm  r   r7   rc   )r   rv  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*   rt  i  r   r   r   r	   r   r^   )r   ru  r   r   r   r'   r   )r9   Z
indexer_slvalsr,   rN  r-   r-   r.   test_setitem_new_key_tz  s   
z.TestLocBaseIndependent.test_setitem_new_key_tzc                 C   s  t g dg ddg dd}d}tjt|d |jdd   W d    n1 s*w   Y  d	}tjt|d |jd
d   W d    n1 sJw   Y  d}tjt|d |jdd  W d    n1 sjw   Y  t g dg ddg ddjd
d}|jdd  }t g dg ddg dd}t|| |jd
d  }t|| |jdd }t g dg ddg dd}t|| d S )Nr^   r7   rc   rf   rg   rd   )rc   rf   rg   rd   re   rt   r   )r   r^   r   r^   r7   rc   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   rf   rg   rd   )rf   rd   re   rt   )r^   r^   r7   rc   )r7   rf   rg   )rf   rd   re   )r^   r^   r7   )r   r   r   rB   r&   
sort_indexr'   r(   )r9   r+   r   r   r,   r-   r-   r.   test_loc_non_unique  s8   z*TestLocBaseIndependent.test_loc_non_uniquez
length, l2  r   i 順 c              	   C   s   t d}tttjd|t|ft	||dtt
|t|fdg| |dg}|jjdu s5J 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   rz   r   r   r`  r   r{   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s,J 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)rg   r7   c                 S      g | ]}d | qS zi-r-   rV  r-   r-   r.   r   ;      zLTestLocBaseIndependent.test_loc_empty_list_indexer_is_ok.<locals>.<listcomp>rg   r#   r   c                 S   r  r  r-   rV  r-   r-   r.   r   <  r  r7   r   r   T)check_index_typecheck_column_type)	r   rz   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s<J t| g d|jd d df< W d    n1 sWw   Y  |rk|d g dk sjJ n
|d dk suJ t tj	d
d}|s|r|d |jd d df usJ n|d |jd d df u sJ tg d}|jd d  }||usJ |d d  |usJ t| g d	|d d
< W d    n1 sw   Y  |rt|d d
 g dksJ d S t|d d
 g d	ksJ d S )Nr#   r~   )rf   rf   rf   rf   r7   rb   rf   r   r  rl  rc   )r   r&   rz   Zshares_memory_valuesr'   assert_cow_warningr
  r   r   r`  r   )r9   using_copy_on_writerg  Zoriginal_dfZ	sliced_dfr+   Zoriginal_seriesZsliced_seriesr-   r-   r.   &test_identity_slice_returns_new_objectK  s4      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reasonrc   r#   r"   r   r7   )r   r   xfailZapplymarkerr   zipr   r   r&   r'   r(   r
   )r9   rD   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s$J |j|d g }|jdg }t|| |j|d |g }t|| d S )Nr   r^   r7   r	   r   )rz   iinfomaxr   r&   r   r'   r   )r9   umaxrN  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 s)w   Y  tjtdd |jdg  W d    d S 1 sGw   Y  d S )Nr   r^   r7   r	   z-1r   r   )rz   r  r  r   r   r   rB   r&   )r9   r  rN  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 Nr~   r   r   r  r   r  r   )	r   rz   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   rz   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   rz   r   rL  r&   r'   r(   r  r-   r-   r.   *test_loc_setitem_empty_append_single_value     zATestLocBaseIndependent.test_loc_setitem_empty_append_single_valuec                 C   s   ddg}t ddgd}|jtj|_dtt d}tjt	|d ||j
d	dgdf< W d    n1 s7w   Y  d
}tjt|d ||j
d	ddf< W d    d S 1 sZw   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   rz   r  r6   r   r   r   rB   r&   
ValueError)r9   r   r+   r   r-   r-   r.   $test_loc_setitem_empty_append_raises  s   "z;TestLocBaseIndependent.test_loc_setitem_empty_append_raisesc                 C   sD   t ddgddgg}|jtd }tddgdd}t|| d S )Nr^   r7   rc   rf   r   r   )r   r&   rz   r   r   r'   r   )r9   r+   r   r   r-   r-   r.   test_indexing_zerodim_np_array  r  z5TestLocBaseIndependent.test_indexing_zerodim_np_arrayc                 C   s,   t ddg}|jtd }|dksJ d S )Nr^   r7   r   )r   r&   rz   r   )r9   r   r   r-   r-   r.   %test_series_indexing_zerodim_np_array  s   z<TestLocBaseIndependent.test_series_indexing_zerodim_np_arrayc                 C   s\   g dd gd  }t |tddd}t tddtjd}g d|jddd	< t|| d S )
Nr  rf   i  i  r	   r  )rd   rg   rf   rc   r7   r^   r   r   )r   r   rz   r   r&   r'   r   )r9   r   r,   r   r-   r-   r.   test_loc_reverse_assignment  s
   z2TestLocBaseIndependent.test_loc_reverse_assignmentzcan't set int into stringr  c                 C   s   dd t dD }t|dgd}t|dgtd}t|| dd |D |j|jdf< t|dgtdt}t|| dd |D |d< t|dgtd}t|| d S )	Nc                 S   s$   g | ]}t tjd  d qS )r7   g-q=)r3   rz   r   r   )r   rU   r-   r-   r.   r     s   $ z^TestLocBaseIndependent.test_loc_setitem_str_to_small_float_conversion_type.<locals>.<listcomp>rg   r%   r   r4   c                 S      g | ]}t |qS r-   rL  r   r-   r-   r.   r         c                 S   r  r-   r  r   r-   r-   r.   r     r  )	r   r   r   r'   r(   r&   r
   rL  r   )r9   Zcol_datar   r,   r-   r-   r.   3test_loc_setitem_str_to_small_float_conversion_type  s   zJTestLocBaseIndependent.test_loc_setitem_str_to_small_float_conversion_typec           	      C   s   t dddd}|jdk|jdk@ }ttjdt|df|d	}t	
||}|jtdd }|j| }t	|| |jd
d  }|jtdd }|dd  }|jd |_|jd |_t	|| d S )N1/1/2000z1/5/2000Z5minfreqrm  rj   r7   rc   r	   z1/4/2000r   )r   hourminuter   rz   r   r   r`  r   r'   get_objr&   r   r   r
   
_with_freq)	r9   frame_or_seriesrngr  rE   r   r   chunkr,   r-   r-   r.   test_loc_getitem_time_object  s   
z3TestLocBaseIndependent.test_loc_getitem_time_object
spmatrix_t)Z
coo_matrixZ
csc_matrixZ
csr_matrixr6   c                 C   s   t d}t||}d\}}|tj|||d|d}tj|}td|}|j	| j
}	| | }
t|	|
 |j	| jj
}	t|t|dd}
t|	|
 d S )Nscipy.sparse)rg   re   r   r7   r   )Z
fill_value)r   importorskipgetattrrz   eyer   sparsefrom_spmatrixr   r&   r   Ztoarrayr'   Zassert_numpy_array_equalrv  fullr   )r9   r  r6   	sp_sparserowsr   Zspmatrixr+   Zitr_idxr   r,   r-   r-   r.   $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  rg   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  rc   )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   rL  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0srb   r   startperiodsr  )r   rz   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   rN  r,   r-   r-   r.   +test_loc_setitem_int_label_with_float_indexz  s   

zBTestLocBaseIndependent.test_loc_setitem_int_label_with_float_indexzindexer, expected)
rR   r^   r7   rc   rf   rg   rd   re   rt   rm  )
r   r^   r7   rc   rR   rR   rR   rR   rt   rm  )
r   r^   r7   rR   rf   rR   rd   re   rt   rm  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 )	Nrb   r   r/  r   r  r6   r
   rR   rI  )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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 sJw   Y  t|| d S )Nr^   r^   r^   r^   r^   Zaaaaar   )r^   r"   r"   r^   r^   Zaabbar   r   r"   r#   
categoriesr^   r7   rc   )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|s,t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s"J td|jd ks-J tjtd	d
 tddd|jd< W d    n1 sHw   Y  td |jd ksZJ d S )NrI   z
2010-10-01rc   z
2008-08-08r   r^   )r   rI   )r^   rI   r  r   i  rg   )r7   rI   z
2005-05-05)	r   r   rz   r8  r&   r'   r   r   r   r8   r-   r-   r.   "test_loc_setitem_datetime_coercion  s   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r#tnd d	d
 ||jd d |f< W d    n1 s<w   Y  t|| d S )Nz
2015-07-12rc   r2  )r  r  r  tzr   r  r   rI  r  r   )	r   r   rz   r   r'   r   r   r&   r(   )r9   r  Ztz_naive_fixturer  r  r,   r   r-   r-   r.   !test_loc_setitem_datetimeindex_tz  s   z8TestLocBaseIndependent.test_loc_setitem_datetimeindex_tzc           
      C   sj  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 < |rV|	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   rg   r	   rp  r         )   H   x      )         J   K   L   z   {   |            )r   r   rz   r   r   r`  r   r   r   r   r&   r   rL  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_keyrY   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%   rf   )r   3)r%   r2   r~   rf   rg   rd   r   r7   r7   r  r   )r   r7   r   )r   rg   r   r^   r  )
r   from_tuplesr   r   rz   Zzerosr&   r'   r(   r  )r9   rY   r-  r+   rE   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 )Nr~   r   rf   r   )rf   r7   rc   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 )Nrb   r3  rR   r~   )r   rz   timedelta64r&   r   r'   r   )r9   rN  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 s,w   Y  tjt|d ||j	d d < W d    d S 1 sKw   Y  d S )Nr7   r  r   r   r  r   )
rz   r   r   r`  r   r   r   r   r  r&   )r9   r   rN  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   rc   )r  r  r~   r  rl  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   rc   Zboth)r  r  closedr~   r  rl  r   r   r7   r^   )r  r  r  r  rf   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s5J d S )N	IndexTyper#   r"   r   r   rf  ZbofZcomposite_indexFr  r  )rc   rf   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|s2t	ndd	j
}t|d j
| d S )
Nr7   rg   rc   )r#   r"   rI   r   r   re  r   quxr3   r  r   )r   rz   r   r   r`  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 s+w   Y  |j
}ttd
gd tdg g dd}t|| d S )Nr7   )rj   rc   ABCr   eventr   r   r   )rb   r!  r   rc   r   )r%   r   r   r!  r	   )r   rz   r   r   tupler   r'   r   r   r&   rv  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onerd   r   )r^   r$  re   )r   rz   r{   Zint8r&   rv  r$  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rdgdgdgg}||jt d	< |g d
|jd}t|| d S )Nrg   )rc   rf   r^   r   r7   r	   )rm  rb   ro  r7   rm  rb   ro  rc   )r   r^   rb   rm  ro  )r   ndimr&   r
   r'   r   )r9   r  rE   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(   r|   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  rz   r   r  r  r  r  r  r  r.  r9  rG  rO  rP  rQ  r\  ra  rb  rd  filterwarningsri  r   rk  r   r   rs  rw  ry  r{  r~  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      sb   
#
'
$
	2



%
	$
	"		 
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 rn   )param)r9   rD   r-   r-   r.   r     s   zTestLocWithEllipsis.indexerc                 C   s   |}|t ur
| }|S rn   )r   to_frame)r9   series_with_simple_indexr  rE   r-   r-   r.   rE     s   zTestLocWithEllipsis.objc                 C   s   ||d }t || d S )N.)r'   r   )r9   rE   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 r!|jjdkr!d S |t ju rOt|jtrOd}tj	t
|d ||d|gf }W d    n1 sIw   Y  nt|dkrk||d|gf }|||g }t || |t ju rrd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   r1  r(   )
r9   r2  r   rE   rY   r   r   r,   key2r+   r-   r-   r.   &test_loc_iloc_getitem_leading_ellipses  s&   $z:TestLocWithEllipsis.test_loc_iloc_getitem_leading_ellipsesc                 C   s&  |t ju st|dkrdn|jd }tjttd ||d  W d    n1 s*w   Y  tjttd ||d|gdf  W d    n1 sKw   Y  tjttd ||dd|f  W d    n1 skw   Y  tjtdd |||ddf  W d    d S 1 sw   Y  d S )Nr   r   )...Too many indexers)r'   r   r   r
   r   r   r   r    )r9   rE   r   rY   r-   r-   r.   0test_loc_iloc_getitem_ellipses_only_one_ellipsis  s   $"zDTestLocWithEllipsis.test_loc_iloc_getitem_ellipses_only_one_ellipsisN)r   r   r   r   r*  r'   r&   r   r   rE   r3  r   r+  r8  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$d% Zejd&ejejd'ejfd(d) Zd*d+ Zejd,d-d.gd/d0 Zd1d2 Zd3d4 Zd'S )5TestLocWithMultiIndexzkeys, expectedr"   r#   )r"   r"   r#   r#   )r^   r7   r^   r7   )r#   r#   r"   r"   r^   r7   )r7   r^   r7   r^   rI   )rI   r#   r#   )r^   r7   r^   dimr
   r5   c                 C   s   |g dg dgi}t tdddfi |}t|}|dkr4|j|d d f }t|j	| d S |dkrJ|jd d |f }t|j
| d S d S )N)rI   r#   r#   r"   r"   )r^   r^   r7   r^   r7      rg   r
   r5   )r   rz   r{   reshaper   r+  r&   r'   assert_index_equalr
   r5   )r9   r<  keysr,   kwargsr+   	exp_indexr   r-   r-   r.   'test_loc_getitem_multilevel_index_order  s   
z=TestLocWithMultiIndex.test_loc_getitem_multilevel_index_orderc                 C   s   |}|j d }|d j d }|jj|jjdd  ksJ |jj|jjdd  ks*J |j d }|d j d }|jj|jjd ksBJ |jj|jjd ksNJ d S )N  r%   r^   )rD  r7   r7   )r&   r
   r$  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-  rN  r   r,   Zres2r-   r-   r.   .test_loc_getitem_multiindex_nonunique_len_zero  s   
zDTestLocWithMultiIndex.test_loc_getitem_multiindex_nonunique_len_zeroc                 C   s   t d gtdgdgg}|jd }|d u sJ tdgddgg}t d gt| t|d}|jd }|d u s9J t dgt| t|d}|jd }|dksPJ d S )	NLevel1Level2)rI  rJ  Level2_aZLevel2_br  )rI  rK  r^   )r   r   r+  r&   rG  r   r   )r9   rN  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   rf  rf  r   r   r  r  )r$  twor$  rM  r$  rM  r$  rM  firstsecondr#  )r^   r^   r^   r^   r^   r^   r^   r^   r	   r   )rf  r$  )r   rM  )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   timesrN  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 )Nrb   r   z
2010-01-01z
2010-01-10r	   z
2010-01-05r#   r"   r   rf   )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   rU  ZbahZbamrV  rU  rV  r%   r   r#  r  r^   r   r7   r_   rc         @rf         @rg         @rd   r   r	  r   r   )level)r   r^   rf   ry   rU  )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   rc   )r#   r"   rI   r   r   r  r9   r   r,   r-   r-   r.   1test_additional_element_to_categorical_series_loca     
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   r\  r   r#   rc   r#   r"   rI   r#   r  r]  r-   r-   r.   'test_additional_categorical_element_loch  r_  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 )Nr~   r   rc   r^   r7   )r   r   r   rz   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   r\  r   rc   r`  r#   r"   rI   r  )r9   rc  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"   rb   r   rg   r^   ZIndex1ZIndex2)r,  codesr$  )r   r
   Fr\  )r  orderedr   r6   )r   rz   r{   r   r   r   r
   r,  r'   r?  r&   r   r-   r-   r.   5test_loc_getitem_preserves_index_level_category_dtype  s&   	zKTestLocWithMultiIndex.test_loc_getitem_preserves_index_level_category_dtypelt_valuerj   rb   c                 C   s~   t dg ditdg dgd}tjtdd |j|d |k d d f jdgd d f  W d    d S 1 s8w   Y  d S )	Nr#   )rp     "   -   aabbr   r^   r7   rc   r	   z\['b'\] not in indexr   r"   )r   r   r   r   rB   r&   )r9   ri  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   rf  r   r^   r	   )	rz   r   r   r   r+  r   r&   r'   r   )r9   lev1lev2r-  rN  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   )rs  rt  numr#  rt   r	   r#   r   rf   )
r   rG  r   r   r   r&   r
   Z	droplevelr'   r?  )r9   r-  rN  Z
loc_resultr,   r-   r-   r.   test_loc_drops_level  s   z*TestLocWithMultiIndex.test_loc_drops_level)r   r   r   r   r   r   rC  rF  rH  rL  rP  rS  rT  r[  r^  ra  rb  rz   r   r   ZNAr   rd  rh  ro  rr  rv  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 s'w   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	   rc   r   r   r&   r'   r   r9   rN  r-   r-   r.   test_loc_setitem_empty_series  
   


 z9TestLocSetitemWithExpansion.test_loc_setitem_empty_seriesc                 C   sV   t td}d|jd< t|t dgdgd d|jd< t|t ddgddgd d S )Nr   r  r^   r	   r_   rc   r}  r~  r-   r-   r.   #test_loc_setitem_empty_series_float  r  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	   rc   r   rf   )r^   rc   rf   )r   r   rc   )r   r   r&   r'   r   r   r~  r-   r-   r.   %test_loc_setitem_empty_series_str_idx  s   

 

zATestLocSetitemWithExpansion.test_loc_setitem_empty_series_str_idxc                    sn   t dddtdd  fddtdD }td	g|d	 gd
}|D ]}d|j|< q!td|d
}t|| d S )Nr   ro  r^   
US/Pacific)tzinfoc                    s   g | ]} t |d  d qS )r  )seconds)r   rV  baser-   r.   r         zUTestLocSetitemWithExpansion.test_loc_setitem_incremental_with_dst.<locals>.<listcomp>   r   r	   )r   r   r   r   r&   r'   r   )r9   Zidxsr   rP   r,   r-   r  r.   %test_loc_setitem_incremental_with_dst  s   zATestLocSetitemWithExpansion.test_loc_setitem_incremental_with_dstconvc                 C      | S rn   r-   r   r-   r-   r.   r        z$TestLocSetitemWithExpansion.<lambda>c                 C      |   S rn   )to_datetime64r   r-   r-   r.   r    r  c                 C   r  rn   )to_pydatetimer   r-   r-   r.   r    r  c                 C   s
   t | S rn   )rz   r8  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$  rv   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"   )rg  r   r   r(  )r9   rg  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leftr2  )Z	inclusiver  r   r   rp  rI  )r   r   r   r&   rz   r   r   appendr   r   r'   r(   )r9   r  endrP   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_colrt  r  r   )r^   r   r   Z1s)r   r   r   r
   ru  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^   r_  r7   )r^   r^   rc   r   r   )	r   r&   rz   infr5   r   r   r'   r?  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s+J |	t ||}t
|trC|d d |ksBJ n|d |ksKJ 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repeatrz   r{   r   r  r   insertr   r   r   r   r&   r'   r(   r   r   r   rL  )r9   r
   NarrorigrY   rB  Zexp_datar,   r+   rN  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 )Nrn  r   r   r	   Fr  )r   r   r
   r&   r'   r(   r  )r9   r6   rN  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s9J t
|| d S )Nr%   rg   
2016-01-01rc   r  r  r  r]   r   r   r   )r   r   r   r&   r  r   r   r   r6   rv  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   r|  r  r  r  r  r   r   r   r  r  r  r  r  r+  r  r  r  r-   r-   r-   r.   rw    s6    







-
rw  c                   @   s,   e Zd Zdd Zdd Zdd Zdd Zd	S )
TestLocCallablec                 C   sx  t g dtdg dd}|jdd  }t||j|jdk  |jdd d d f }t||j|jdkd d f  |jd	d d
d f }t||j|jdkg df  |jdd dd f }t||j|jdkdf  |jdd dd f }t||j|jdkddgf  |jdd dd f }t||j|jdkddgf  |jdd dd f }||jd ksJ d S )Nr^   r7   rc   rf   rm  r   c                 S   
   | j dkS Nr7   r%   r   r-   r-   r.   r    r  zATestLocCallable.test_frame_loc_getitem_callable.<locals>.<lambda>r7   c                 S   
   | j dkS )Nr"   )r   r   r-   r-   r.   r    r  r"   c                 S   r  r  r  r   r-   r-   r.   r    r  c                 S   r  Nr   r   r   r-   r-   r.   r    r  )FTFc                 S   r  r  r  r   r-   r-   r.   r    r  c                 S      dS r  r-   r   r-   r-   r.   r    r  r   c                 S   r  r  r  r   r-   r-   r.   r    r  c                 S      ddgS Nr%   r   r-   r   r-   r-   r.   r    r  r%   c                 S   r  r  r  r   r-   r-   r.   r    r  c                 S   r  r  r-   r   r-   r-   r.   r    r  c                 S   r  )Nr^   r-   r   r-   r-   r.   r    r  c                 S   r  r$   r-   r   r-   r-   r.   r    r  r  )r   r   r&   r'   r(   r%   r   r   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  rm  r   c                 S   r  r  r  r   r-   r-   r.   r    r  zITestLocCallable.test_frame_loc_getitem_callable_mixture.<locals>.<lambda>r%   r   r7   rc   c                 S   r  r  r-   r   r-   r-   r.   r    r  c                 S   r  r  r-   r   r-   r-   r.   r    r  )r   r   r&   r'   r(   r%   r   r  r-   r-   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  rm  Xr0  r^  r	   c                 S   r  Nr%   r   r-   r   r-   r-   r.   r    r  zHTestLocCallable.test_frame_loc_getitem_callable_labels.<locals>.<lambda>r%   r   c                 S   r  r  r-   r   r-   r-   r.   r    r  c                 S   r  r  r-   r   r-   r-   r.   r    r  c                 S   r  Nr  r-   r   r-   r-   r.   r    r  r  c                 S   r  r  r-   r   r-   r-   r.   r    r  c                 S      dgS r  r-   r   r-   r-   r.   r        c                 S   r  r  r-   r   r-   r-   r.   r    r  c                 S   r  r  r-   r   r-   r-   r.   r    r  c                 S   r  r  r-   r   r-   r-   r.   r    r  c                 S   r  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  rm  r   r  r^  r	   ic                 S   r  r  r-   r   r-   r-   r.   r    r  zATestLocCallable.test_frame_loc_setitem_callable.<locals>.<lambda>r%   r   rR   c                 S   r  r  r-   r   r-   r-   r.   r    r  r   c                 S   r  r  r-   r   r-   r-   r.   r   	  r  c                 S   r  r  r-   r   r-   r-   r.   r   	  r  r  rg   rb   c                 S   r  r  r-   r   r-   r-   r.   r  	  r  c                 S   r  r  r-   r   r-   r-   r.   r  	  r  r   c                 S   r  r  r-   r   r-   r-   r.   r  	  r  c                 S   r  r  r-   r   r-   r-   r.   r  	  r  c                 S   r  r  r-   r   r-   r-   r.   r  	  r  c                 S   r  r  r-   r   r-   r-   r.   r  	  r  )
r   r   r   r   r   r&   r'   r(   rz   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   r~   )rw   rx   )
2020-08-01z
2020-07-02
2020-08-05r	   r#   rI   r^   rc   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
2018-01-01r1  r  r  r  z2017-12r   )r   period_range	to_seriesr&   r   r'   r   )r9   pirN  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   rN  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   rc   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^   rg   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  rE   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$ Zejd%dd&gd'd( Zd)d* ZdS )+TestLabelSlicingc                 C   s  t tjddddd dD d}t tjdddd	d d
D d}||fD ]c}|jtddddd  }t|| |jd tdddd }t|| |jtddddtdddd }t|| |jtddddd  }|jdd  }t|| |jdd  }t|| q$d S )NrW  r   r   c                 S      g | ]
}t d d|ddqS   r^   rb   r   r   rV  r-   r-   r.   r   v	      zMTestLabelSlicing.test_loc_getitem_slicing_datetimes_frame.<locals>.<listcomp>r  r	   rX  c                 S   r  r  r  rV  r-   r-   r.   r   |	  r  )r^   r7   r7   rc   rf   r  r^   rb   rf   ro  z20010101 11)r   rz   r{   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sAJ d S )Nz2017-10-29 01:30:00zEurope/Berlinrg   z30 min)r  r  r  )r   r^   r7   rc   rf   r	   z2017-10-29 02:30:00+02:00r  z2017-10-29 02:00:00+01:00r7   rc   rf   )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  r1  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
   rN  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   rc   r7   r	   g3333c|@g    |@g3333|@g|@rc   )r   rz   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s"J t|jdd  d	ks/J tjdd|d}d
|d< ||_t|jdd  dksKJ t|jdd  d	ksXJ d S )Nr7   rb   rR   r   r	   r*  rt   g      )@re   gffffff(@)r   rz   r   r   r{   r   r&   r
   )r9   r  r6   rN  r  r-   r-   r.   'test_loc_getitem_float_slice_floatindex	  s   z8TestLabelSlicing.test_loc_getitem_float_slice_floatindexzstart,stop, expected_slicer   nsNro  r^   r	  rd   re   rf   rg   c                 C   s>   t tdtdd}|jt|| }|j| }t|| d S )Nro  r  z10 days)r   r   r   r&   r   r   r'   r   )r9   r  stopZexpected_slicerN  r   r,   r-   r-   r.   $test_loc_getitem_slice_label_td64obj	  s   

z5TestLabelSlicing.test_loc_getitem_slice_label_td64objr  Z2018Z2020c                 C   sd   |g dt dt dt dgd}tjtdd |j|d  W d    d S 1 s+w   Y  d S )	Nr~   Z2016Z2019Z2017r	   z,Value based partial slicing on non-monotonicr   r   )r   r   r   rB   r&   )r9   r  r  rE   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 )Nrf   rN  r7   thirdr	   )r   r&   r'   r   )r9   r  r   rE   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   rc   )testr^   r7   r   r	   r   )r   r
   r5   )r   r   r   r'   r(   r&   r|   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  rz   r  r   r  r  r  r  r-   r-   r-   r.   r  o	  s2    




r  c                   @   sH   e Zd Zejdddgdd Zejdddgdd Zdd	 Zd
S )TestLocBooleanLabelsAndSlices
bool_valueTFc                 C   sb   | d}|j dkr/||dd}tjt|d |j|  W d    d S 1 s(w   Y  d S d S )Nz7: boolean label can not be used without a boolean indexr  r   r  r   )r5  r   r   rB   r&   )r9   r
   r  r  messagerE   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  rE   r-   r-   r.   test_loc_bool_should_not_raise	  s   z<TestLocBooleanLabelsAndSlices.test_loc_bool_should_not_raisec                 C   sR   d}||dd}t jt|d |jdd  W d    d S 1 s"w   Y  d S )NzEslice\(True, False, None\): boolean values can not be used in a slicer   r  r   TF)r   r   r   r&   )r9   r
   r  r  rE   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 ]$\}}| }d|j|df< t |ttddddgd	d
}t|| q2d S )Nr   rb   r   r  rc   )
r   r^   r7   rc   rb   rb   rb   rb   rb   rb   )
r   r^   r7   rb   rf   rg   rd   re   rt   rm  )
rb   rb   rb   rc   rf   rg   rd   re   rt   rm  r  rI  )	r   r   r   r
   r  r   r&   r'   r(   )r9   r+   Z
conditionsexpected_dataZcondr   r   r,   r-   r-   r.   )test_loc_setitem_bool_mask_timedeltaindex
  s$   "z<TestLocBooleanMask.test_loc_setitem_bool_mask_timedeltaindexr  Nrt  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 )Nrq   Z20010101rf   r  r#   r	   r   )
rz   r   r   r   r{   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 )NrY  rc   r7   ZABr  r  )r  r  ry   r   r   r^   )r   rz   r{   r>  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s8J t|| d S )Nr   l   ,GsO1colr^   TF)	r   r   r   r   r   _valuer&   r'   r(   )r9   Ztd1Ztd2r+   Zdf_copyrN  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 sw   Y  |rt|| d S t|| d S )Nr~   r  r   r#   r   )r7   r^   r   r	   )FFT)r^   r7   rb   rn  )r   r&   r'   r(   r   r   r  )r9   r  rg  r+   r,   r   rN  r-   r-   r.   )test_loc_setitem_ndframe_values_alignmentb
  s*   $" z<TestLocBooleanMask.test_loc_setitem_ndframe_values_alignmentc                 C   sN   t g g dtd}| }|d  |jtjg tjddgf< t|| d S )Nr   r   r#   	r   r   r   r&   rz   r   Zbool_r'   r(   r|   r-   r-   r.    test_loc_indexer_empty_broadcast
  s   $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  r|   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  r|   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 )TestLocListlikerr  c                 C   r  rn   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 saw   Y  t
jt|d |||  W d    n1 s~w   Y  t
jt|d | j||  W d    d S 1 sw   Y  d S )	Nr%   r   rc   r	   r   r^   r   r   )r   rz   r   r   r   r&   r'   r   r1  r(   r   r   rB   )r9   rr  cirN  r   Zser2Zci2r   r-   r-   r.   8test_loc_getitem_list_of_labels_categoricalindex_with_na
  s(   "zHTestLocListlike.test_loc_getitem_list_of_labels_categoricalindex_with_nac                 C   sh   t jg ddd}tg dtdddd}tjtd	d
 |j|  W d    d S 1 s-w   Y  d S )N)
2001-01-04z
2001-01-02r  z
2001-01-14r8  r   )r7   rg   rt   ro  z
2001-01-01r	  rf   rQ  r   r   )rz   r   r   r   r   r   rB   r&   )r9   rY   rN  r-   r-   r.   1test_loc_getitem_series_label_list_missing_values
  s   "zATestLocListlike.test_loc_getitem_series_label_list_missing_valuesc                 C   sh   t tddgtddgd}tjtdd |jtddg  W d    d S 1 s-w   Y  d S )Nl   PF
AHl   UBeNl   P2$$nr
   r   r   r   l   NZ4FG)r   rz   r   r   r   rB   r&   r~  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   sV  t ddddd}|r|d}tddg|dd	}tdtdg}|r)d
d |D }|j| }tddg|dd	}|s@|jd |_tj||dd tdtdtdg}|r\dd |D }tg dt	|d|j
ddd	}|j| }tj||dd tdtdtdg}|rdd |D }tjtdd |j|  W d    d S 1 sw   Y  d S )N
2011-01-01z
2011-01-02r	  r  )r  r   皙?皙?r   r   c                 S      g | ]}| d qS r	  r  r   r-   r-   r.   r   
  r  zRTestLocListlike.test_loc_getitem_listlike_of_datetimelike_keys.<locals>.<listcomp>T)r  c                 S   r  r  r  r   r-   r-   r.   r   
  r  )r  r  r  )r   r6   
2011-01-03c                 S   r  r  r  r   r-   r-   r.   r   
  r  r   r   )r   r  r   r   r&   r
   r  r'   r   r   r6   r   r   rB   )r9   r  r  rN  r@  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   rf   rg   re   rt   )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$TestLocListlike.test_loc_named_indexN)r   r   r   r   r   r   rz   Zasarrayr   r  r	  r  r  r  r-   r-   r-   r.   r  
  s    
		
)r  z%columns, column_key, expected_columns)  rx  i  r  rx  r^   )r  rx  Allr  r7   c                 C   sX   t tjdd| tdd}|jd d |f }|jg d|f }tj||dd d S )Nr7   r   r   ry   r   Tr  )	r   rz   r   r   r   r   r&   r'   r(   )r5   Z
column_keyZexpected_columnsr+   r,   r   r-   r-   r.   *test_loc_getitem_label_list_integer_labels
  s   
r  c                  C   s   t jdd} t| }t j|jd d df< t | t t jgd 	ddf}t|g dd}t
|| t| }t j|jd d df< t
|| d S )Nr7   )rt   rf   r  rt   r^   )r   r  r   r_   r  r   )rz   r   r   r`  r   r   r&   Zhstackr   r>  r'   r(   )Z	rand_datar   r  r,   r-   r-   r.   test_loc_setitem_float_intindex  s   $r  c                  C   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 ))re   rt   rm  rb   r-   )r   yrr3  r-   r-   r.   r   !  r  z)test_loc_axis_1_slice.<locals>.<listcomp>)  r   )rb   rt   Z
ABCDEFGHIJr   r^   r  r  rm  r   rt   r  )r  )r  rb   )r   re   r   )	r   rz   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   rG  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sJ d S )Nr7   r^   r   r   r   )r   r   r   r   r&   )rN  r   r-   r-   r.   test_loc_mixed_int_float:  s   
r#  c                  C   sV   t tdg dd} tjtdd d| jd d< W d    d S 1 s$w   Y  d S )Nrf   r  r	   $Slicing a positional slice with .locr   r7   rc   )r   r   r   r   r   r&   )rN  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 s8w   Y  tjtdd	 d
|jd
d< W d    n1 sVw   Y  qtjt|d	 |jd
dd
f  W d    n1 sww   Y  tjtdd	 d|jd
dd
f< W d    d S 1 sw   Y  d S )Nr  rc   r  r7   r  r	   r   zOcannot do slice indexing on DatetimeIndex with these indexers \[1\] of type intr   r^   r$  )	r   r   rz   r   r   r   r   r   r&   )dtir+   rN  r   rE   r-   r-   r.   #test_loc_slice_disallows_positionalJ  s&   "r(  c                  C   s   t tjddg dtddddd} | jg d	  } | j}t	
|j}d
}tjt|d | j|  W d    n1 s@w   Y  tjt|d | d j|  W d    d S 1 s_w   Y  d S )Nr7   r  r   Z2012r2  rg   rQ  ry   )r   r7   r7   rc   z/None of \[TimedeltaIndex.* are in the \[index\]r   r#   )r   rz   r   r   r`  r   r   r   r
   r   ZTimedeltaIndexZasi8r   r   rB   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2003-12r1  r  r7   )r  rb   r	   r   rg   )r   r  r   rz   r   r   r`  r'   r(   r&   r   r   )r  r+   r-   r-   r.   "test_loc_with_period_index_indexer|  s   $r*  c                  C   sz   t jdd} tddd}g d}t| ||d}t j|j|jd d	f< t j| d d
d< t| ||d}t	
|| d S )Nr7   )rt   rd   r  rt   r&  )r%   r   r   r	  EFr   r^   r   r   )rz   r   r   r`  r   r   r   r&   r
   r'   r(   )r}  r  r   r   r   r-   r-   r.   %test_loc_setitem_multiindex_timestamp  s   r-  c                  C   s0  g d} ddg}ddg}t j| ||gg dd}tdtd	|d
}|jd d | d |d |d ff }|jd d d df }t|| |j| d |d |d fg ddd}t|| |jd }|jd d }	|j| d |d |d fg ddd}
t	|
|	 |j| d |d |d f }|dksJ d S )Nr   r  )r^   r   r   r^   )r   r  r  r#  rd   rg   r   r]   )rZ  r  )
r   rG  r   r   r&   r   r'   r(   Zxsr   )rp  rq  Zlev3r   r+   r   r,   ZaltrN  Z	expected2Zalt2rE  r-   r-   r.   'test_loc_getitem_multiindex_tuple_level  s    $&
&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s'J |jd }t	dd	g|j
ddd
}t|| |jt|_|jd }t|| d S )Nr  )rg   rd   re   rt   r^   r7   r   r  )r   r5   r6   rI   rg   rc  )r   rz   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   $


r0  r   r   c                 C   s   t g ddgdd}tjtdd | |jd< W d    n1 s!w   Y  tr1t| tjr1d}nd	}t g d
dg|d}t	|| d S )Nr  rw   Zuint8r4   r   r   )r7   rw   int16uint16)r^   r7   r   rf   )
r   r'   r   r   r&   r   r   rz   r1  r(   )r   r+   r6   r,   r-   r-   r.   test_loc_setitem_uint8_upcast  s   r3  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   )rb   ro  rp  r  r#   ry   r  )
2022-01-08r#   r5  r   T)exact)	r   r   r  r   r&   r  r'   r?  r
   )Zfill_valZ	exp_dtyper   r
   r+   Zexpected_indexr-   r-   r.   0test_loc_setitem_using_datetimelike_str_as_index  s   

r7  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abcrg   rw   r#   r"   rI   )r   r^   r7   rw   )r   r   r&   r'   r(   )r+   r,   r-   r-   r.   test_loc_set_int_dtype  s   r9  z8ignore:Period with BDay freq is deprecated:FutureWarningr4  c                  C   sr   t g dddd} tg dg dg dg dg| g d	d
}|jddgddd }|j| d ddf dks7J d S )N)z20181101 1100z20181101 1200z20181102 1300z20181102 1400r   r   )r   r  )r%   r   r  )r%   r   r   )rj  Qr_   )Wr,  rW  )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  r0  r@  )r  r0  r   )r   r  r   r   r&   r  r'   r(   )r+   	new_valueZexpected_dfr-   r-   r.    test_loc_setitem_pyarrow_strings  s   


rB  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  rc   )r  rf   c                 C   s$   t ddd}|j| |ksJ d S )Nrc   rf   )r  r  )r   r&   )r9   r  r,   rN  r-   r-   r.   r    s   zTestLocSeries.test_loc_uint64c           	      C   s   |j g d }t|j| || t|jdd d |dd d  |j ddg \}}|j|| }|||}t|| || k}t|j| ||  |j| || ks\J |j| || ksgJ d S )Nrc   rf   re   rg   r7      )r
   r'   r   r&   rZ  r   truncatemedian)	r9   string_seriesdatetime_seriesindsd1d2r   r,   r  r-   r-   r.   test_loc_getitem$  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 s0w   Y  tjt|d d|j||< W d    d S 1 sOw   Y  d S )Nrg   rE  r7   )r^   r7   r   z"Timestamp\('2000-01-10 00:00:00'\)r   r   )r
   r   r   r   rB   r&   )r9   rI  rK  rL  Zts2r   r-   r-   r.   test_loc_getitem_not_monotonic7  s   "z,TestLocSeries.test_loc_getitem_not_monotonicc                 C   sj  t tjddttdddd}| }d|jdd< |jdd dk	 s+J | }d|jdd< |jdd dkj
	 sDJ |jdd	 }|jdd }|g d
}t|| t|| |jttdttddd  }tjtdd |jdd  W d    n1 sw   Y  tjtdd d|jdd< W d    d S 1 sw   Y  d S )Nr7   rb   r   rR   r	   rf   rc   ro  rd   )rf   rd   rt   rb   rg   rm  r   z^3$r   )r   rz   r   r   r`  r   r   r   r   r
  r   r&   rZ  r'   r   r   r   rB   )r9   rN  cpr   rE  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 )Nrb   )r-  r
   r&   r'   r   )r9   rH  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   )rG  r   r&   r'   r   )r9   rH  r  r   r,   r-   r-   r.   test_loc_setitem_booleand  s   
z&TestLocSeries.test_loc_setitem_booleanc                 C   sd   t |jg d }d|j|< d}tjt|d d|j|dg < W d    d S 1 s+w   Y  d S )N)rg   rt   rp  rg   z\['foo'\] not in indexr   r   )r   r
   r&   r   r   rB   )r9   rH  rJ  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)rg   rb   rE  r   r7   )r
   r   r&   r'   r   )r9   rI  indicesrO  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 sow   Y  tjt|d	 d||< W d    d S 1 sw   Y  d S )
Nr7   rb   r   rR   r	   )r   rf   rd   r   rf   rg   rd   z\[5\] not in indexr   )r   rz   r   r   r`  r   r   r   r   r&   r'   r   r   r   rB   	Exception)	r9   rN  rJ  Zarr_indsrO  r   Zinds_notfoundZarr_inds_notfoundr   r-   r-   r.   !test_loc_setitem_listlike_of_ints  s0   



"z/TestLocSeries.test_loc_setitem_listlike_of_intsc                 C   s   t tddddg dd}| }tddd}||jd	< |jd	 }||ks'J | }||jd
< |jd
 }||ks;J | }||d	< |d	 }||ksMJ d S )Nr  rc   r4  r  r   r	   r  r  r#   r   )r   r   r   r   r&   r   )r9   rN  rP  r,   r   r-   r-   r.   test_loc_setitem_dt64tz_values  s"   



z,TestLocSeries.test_loc_setitem_dt64tz_valuesarray_fnr   rW  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,   rN  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 s*w   Y  tjt|d d|j|d d f< W d    d S 1 sKw   Y  d S )N))r%   0)r%   r1   )r   r]  )   re  rj  r
  r9  r   r^   )r   r   r	  r   r   r   r&   )r9   r   rN  r   r-   r-   r.   +test_loc_series_getitem_too_many_dimensions  s   "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sbJ || dksjJ d S )NrD  rg   rb   rE  rd   r  rf   )r
   r   r&   r   r'   r   )r9   rH  rJ  r   r,   rK  rL  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 )
Nr8  defZghiZjklr   r   ZnewAZnewBr   rq  )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   rd   r   r  r   )r   r   r^   ry   )r   r   r&   r'   r(   r]  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   rd   re   r"   rI   r   r   r   r	   )r   r&   r   rz   r   r'   r(   r|   r-   r-   r.   3test_loc_set_multiple_items_in_multiple_new_columns  s   	zATestLocSeries.test_loc_set_multiple_items_in_multiple_new_columnsc                 C   sj   d}t jt|d" tjdddd}ttd|d}|jd d	ks#J W d    d S 1 s.w   Y  d S )
Nz#Period with BDay freq is deprecatedr   2000rR   r   r  r	   z
2000-01-14rm  )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 )	Nro  i  r  r   r  r	   Zstable)r;   )r   r   r   r   rz   r{   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  rM  rN  rQ  rR  rS  rT  rV  rY  rZ  rz   r   r   r   r"  r\  r   r   r_  r`  rb  r  r  rc  rd  rf  rg  r-   r-   r-   r.   rC    s2    
	$

	

rC  )[__doc__collectionsr   r   r   r   r   r   Zdateutil.tzr   numpyrz   r   Zpandas._configr   Zpandas._libsr
   r{  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;  rw  r  r  r  r  r  r  r  r  r!  r"  r#  r%  r(  r)  r*  r-  r.  r0  r2  r1  r3  r7  r9  r+  r?  rB  rC  r-   r-   r-   r.   <module>   s    P 
	 ?           #= w Z J  	f





	
