o
    թZh@                    @   sV  d dl mZ d dlmZmZ d dlmZ d dlZd dlZd dl	Z	d dl
mZ d dlmZmZmZ d dlm  mZ d dl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" d dl#m$Z% d	Z&G d
d dZ'G dd dZ(dd Z)dZ*dZ+G dd dZ,G dd dZ-d"ddZ.e	j/0de1dfdgd"ddZ2dd Z3G d d! d!Z4dS )#    )
namedtuple)datetime	timedeltaDecimalN)iNaT)InvalidIndexErrorPerformanceWarningSettingWithCopyError)
is_integer)Categorical	DataFrameDatetimeIndexIndex
MultiIndexSeries	Timestamp
date_rangeisnanotnato_datetimezBslice indices must be integers or None or have an __index__ methodc                	   @   s*  e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
ejdg dg dg dgdd Zdd Zdd Zdd Zdd Zdd  Zd!d" Zd#d$ Zd%d& Zd'd( Zd)d* Zd+d, Zd-d. Zd/d0 Zd1d2 Zd3d4 Zd5d6 Zd7d8 Ze j!d9d: Z"d;d< Z#d=d> Z$d?d@ Z%e j!dAdB Z&dCdD Z'e j!dEdF Z(dGdH Z)dIdJ Z*dKdL Z+dMdN Z,dOdP Z-dQdR Z.dSdT Z/dUdV Z0dWdX Z1dYdZ Z2d[d\ Z3d]d^ Z4d_d` Z5dadb Z6dcdd Z7ejdedfdggdhdi Z8djdk Z9dldm Z:dndo Z;dpdq Z<drds Z=dtdu Z>dvdw Z?dxdy Z@dzd{ ZAd|d} ZBd~d ZCdd ZDdd ZEdd ZFdd ZGejHdejdeIjJeIjJKdeIjJKdgdd ZLdd ZMdd ZNejddddgfdddgfgdd ZOe j!dd ZPdd ZQejdddgeIjReIjRggdd ZSejddeIjRgdd ZTejdeUeVeWjXgdd ZYdd ZZejddgdgejdi ddigdd Z[ejdi ddigdd Z\dd Z]dd Z^dd Z_ejddfdgejde`dgdd Zaejddgdfgejdddggdd ZbejdecjddfecjedfgddÄ ZfdS )TestDataFrameIndexingc                 C   s   |d d }t |jdksJ | D ]\}}t |jdks J t|j|j q|j D ]\}}|| d us:J q.d|vsAJ tjtdd |d  W d    d S 1 sXw   Y  d S )N   randommatch)	lenindexitemstmassert_index_equalZ_seriespytestraisesKeyError)selffloat_framesl_serieskey r*   `/var/www/html/lang_env/lib/python3.10/site-packages/pandas/tests/frame/indexing/test_indexing.pytest_getitem+   s   
"z"TestDataFrameIndexing.test_getitemc                 C   sl   |}t g d|d}tg dg dg|d}|d }tddgdd	ggt ddg|dd}tj||d
d d S )N   r   r.   dtyper.                  columnsr.   r3   r5   r7   TZcheck_exactr   r   r   assert_frame_equal)r$   any_numeric_dtyper0   idxdfresultexpectedr*   r*   r+   6test_getitem_numeric_should_not_fallback_to_positional<   s   $zLTestDataFrameIndexing.test_getitem_numeric_should_not_fallback_to_positionalc                 C   s   |  }tjdt||d< tjdt|}||d< tjtt	
dd |d W d    n1 s:w   Y  |d }t||j d S )Nr2   z$10z@awesome_domainz'df["$10"]'r   z	df["$10"])copynpr   default_rngstandard_normalr   r!   r"   r#   reescape__getitem__r   Zassert_numpy_array_equalvalues)r$   r%   r?   adresr*   r*   r+   test_getitem2E   s   z#TestDataFrameIndexing.test_getitem2c                 C   s`   |}t g d|d}tg dg dg|d}d|d< tg dg d	g|d}tj||d
d d S )Nr-   r/   r1   r4   r8   
   r.   )rN   r2   rN   )rN   r6   rN   Tr:   r;   )r$   r=   r0   r>   r?   rA   r*   r*   r+   6test_setitem_numeric_should_not_fallback_to_positionalR   s   zLTestDataFrameIndexing.test_setitem_numeric_should_not_fallback_to_positionalc                 C   s   d|d< |ddg }||ddg< t j|d |d dd t j|d |d dd d}tjt|d |ddg |dg< W d    n1 sEw   Y  tt|jd	 }d
t| dt| d}tjt|d ||d< W d    d S 1 sww   Y  d S )NfooEABFZcheck_namesz"Columns must be same length as keyr   r.   zLength of values \(z$\) does not match length of index \(z\))r   assert_series_equalr!   r"   
ValueErrorranger   r   )r$   r%   datamsgZnewcolumndatar*   r*   r+   test_setitem_list[   s"   
"z'TestDataFrameIndexing.test_setitem_listc                 C   s   t dtdddgtd}ddg|jdddgf< |j|jd ddgf }tddg|jtdd}t|| d	 |d< |d< d
dg|j|jd ddgf< |j|jd ddgf }td
dg|jdd}t|| d S )Nr   r3   Ztt1Ztt2)r   r9   r0   r.   r2   )r0   name012r[   )	r   rW   intlocr   r   r9   r   rU   r$   r?   r@   rA   r*   r*   r+   test_setitem_list2n   s   z(TestDataFrameIndexing.test_setitem_list2c                    s  |j d }|j |k}|t}|j | }|| }t||j  tjtdd ||d d   W d    n1 s9w   Y  || }	t|	| tjtdd ||  W d    n1 s^w   Y  t	||j }|| }	t|	| t
t ||j d d d }|| }	t|	| W d    n1 sw   Y  |||fD ]X}
|
  |
|
dk }t fdd jD  j  jd	}|
jD ]}||vr|
| ||< q|j|
jd
}tj||dd |
jD ]}|| j|| jkr|| j|
| jksJ qqd S )NrN   zItem wrong lengthr   zBoolean array expectedr   c                    s*   i | ]}|t  | d k | t jqS r   )rD   wherenan).0crX   r*   r+   
<dictcomp>   s   * z>TestDataFrameIndexing.test_getitem_boolean.<locals>.<dictcomp>r   r9   r8   F)Zcheck_dtype)r   astypeobjectr   r    r!   r"   rV   r<   r   assert_produces_warningUserWarningreindexZ_get_numeric_datar   r9   r0   )r$   Zmixed_float_frameZmixed_int_framedatetime_framedindexerZindexer_objZsubindexZsubframeZsubframe_objr?   ZbifZbifwri   r*   rj   r+   test_getitem_boolean|   sZ   






z*TestDataFrameIndexing.test_getitem_booleanc                 C   s@  |  }d|d< |d d|d< |d   |d< d|d< |d d|d< |d   |d< ||dk }|j}ttd	gd
 tdgd  tdgd  g dd}t|| d|j|j	dd ddgf< ||dk }|j}ttd	gd
 tdg td	g tdg td	g g dd}t|| d S )Nr.   rQ   Zint32E1Fint64F1r   float64r5   r2   )rR   rS   CDrQ   rv   rw   ry   r   r3   )
rC   rm   dtypesr   rD   r0   r   rU   ra   r   )r$   rr   r?   Zcastedr@   rA   r*   r*   r+   test_getitem_boolean_casting   sD   



z2TestDataFrameIndexing.test_getitem_boolean_castinglstTFT)TTT)FFFc                 C   s>   t tddd}|| }|j|j|  }t|| d S )N   r3   r5   )r   rD   arangereshapera   r   r   r<   )r$   r   r?   r@   rA   r*   r*   r+   test_getitem_boolean_list   s   z/TestDataFrameIndexing.test_getitem_boolean_listc                 C   s`   t jdd}t| g dd}||dk   d7  < ||dk   d7  < t|j| d S )Nr2   r6   r6   )rR   rS   r{   r|   rQ   r8   r   r.   )	rD   r   rE   rF   r   rC   r   assert_almost_equalrJ   )r$   arrr?   r*   r*   r+   test_getitem_boolean_iadd   s
   z/TestDataFrameIndexing.test_getitem_boolean_iaddc                 C   s>   t tddgdgtg d}tg t}||  d||< d S )Nr   r.   rR   r9   r   )r   rD   emptyr   arraybool)r$   Zblahkr*   r*   r+   test_boolean_index_empty_corner   s   z5TestDataFrameIndexing.test_boolean_index_empty_cornerc                 C   s   t tjddg dg dd}|jd d }|j|jd d  }t	|| |jddg }|jt
ddg }t	|| d S )	Nr2   )r5   r3   )r.   rN   r{   rQ   r1   rl   rd   r.   rN   )r   rD   r   rE   rF   ilocra   r   r   r<   r   rb   r*   r*   r+   test_getitem_ix_mixed_integer   s   z3TestDataFrameIndexing.test_getitem_ix_mixed_integerc                 C   s~   t dg dg dg ddg dd}|dg }|jd d dgf }t|| |d	g }|jd d d
gf }t|| d S )N)      ?g@g	@      @)      $   (   )rN      +   "   )r   rN   r      )Zrnar     r8   r   r3   r   r.   r   r   r   r<   rb   r*   r*   r+   test_getitem_ix_mixed_integer2  s   
	
z4TestDataFrameIndexing.test_getitem_ix_mixed_integer2c                 C   sP   t |j|d  d}tjt|d |j W d    d S 1 s!w   Y  d S )NrR   z6'DataFrame' object has no attribute 'NONEXISTENT_NAME'r   )r   rU   rR   r!   r"   AttributeErrorZNONEXISTENT_NAME)r$   r%   rY   r*   r*   r+   test_getattr  s
   "z"TestDataFrameIndexing.test_getattrc                 C   s0   t dditdd}d|_|jdk sJ d S )Nfoobarr.   rN   r}   r6   )r   rW   r   allr$   r?   r*   r*   r+   test_setattr_column  s   z)TestDataFrameIndexing.test_setattr_columnc           
      C   s  |d d d d }||d< d|v sJ t |dksJ t |dks#J tt|jtjgd f}t||jdd}t	|d | |d }||d< tj	||d dd	 tj
dt |}||d
< |d
 |k smJ d|d< |d dk s{J d|d< |d dk sJ d|d< |d dk sJ |d d }d}	|s|rddg|d< ntjt|	d ddg|d< W d    n1 sw   Y  |r|d jdksJ n
|d jtjksJ |d ddgk sJ d S )NrR   r2   Zcol5   r   r   r[   Zcol6FrT   Zcol9r6   Zcol7gQ	@Zcol0rP   Zcol8zC\nA value is trying to be set on a copy of a slice from a DataFramer]   r^   Zcol10r   string)r   rD   ZravelZcolumn_stackrJ   rg   r   r   r   rU   r   rE   rF   r   r!   r"   r
   r0   object_)
r$   r%   using_copy_on_writewarn_copy_on_writeusing_infer_stringr(   expr   ZsmallerrY   r*   r*   r+   test_setitem#  s>   z"TestDataFrameIndexing.test_setitemc                 C   sb   t ddgg}tj|jd< t tjtjgg}t|| t ddgg}tj|jd< t|| d S )Nr   )r   rD   rg   r   r   r<   ra   r$   r?   rA   r*   r*   r+   test_setitem2V  s   z#TestDataFrameIndexing.test_setitem2c           	      C   sB  |  }|j  }d||d dk< d||d d df dk< t|j| |d dk}||jd d d }d||< d||d d df dk< t|j| d||dk< d||dk< t|j| d||dk< d||dk< t|j| d||d d dk < t|d d |d d dk d t|j| d||d d d dk< d||dk< t|j| d	}tj	t
|d
 d||d < W d    n1 sw   Y  |  }|t|k}tj||t|k< |j  }tj||j< t||j|jd}t|| |d ||t|k< t||j|jd  t||j|jd}t|| d S )Nr5   rR   r   rd   r.   r6   r2   r3   z;Must pass DataFrame or 2-d ndarray with boolean values onlyr   rl   )rC   rJ   r   r   rq   r   rD   Zputmaskr!   r"   	TypeErrorabsrg   r   r9   r<   )	r$   r%   r?   rJ   r(   rY   Zdf_origmaskrA   r*   r*   r+   test_setitem_booleana  sJ   
"
z*TestDataFrameIndexing.test_setitem_booleanc                 C   s  |d  d|d< |d jtjksJ d|d< |d jtjks!J tt||d< t|d jjtjs6J d|d< d|d< |d jtjksHJ d|d< d|d< |d jtj	ksZJ d|d< |d jtjkshJ d	|d< |d jtjksvJ d|d< |d jtj	ksJ d S )
Nr|   i8r   rS   barrP         @Z	somethingr2   )
rm   r0   rD   rx   r   r   
issubclasstypeintegerrz   )r$   r%   r*   r*   r+   test_setitem_cast  s$   z'TestDataFrameIndexing.test_setitem_castc                 C   s  t g dg ddtdd}|d= g d|d< d|v sJ t|jdks(J d|d	< d
|d< d|d< d|t < d|t < t |jd}d
|d	< d|d< t|jdksWJ |jj	tj
ks`J d|d< |d j	tjksnJ d|d< |d j	tjks|J d|d	< d|d	 jd ksJ t tdd}d|d	< d|d
< |d
= d|d
< |r|d
 j	dksJ n
|d
 j	tj
ksJ g d|d< |r|d j	dksJ d S |d j	tj
ksJ d S )N)      ?       @      @abri   )rS   r{   r3   r}   rS   r2   Z	beginningrR   rP   rQ   r   r|   date      @r.   r{   r   r   r   r]   r^   3Z	coercible)r   rD   r   r   r9   r   nowr   rJ   r0   r   rx   rz   r   )r$   r%   r   r?   dmr*   r*   r+   test_setitem_corner  sB    z)TestDataFrameIndexing.test_setitem_cornerc                 C   s   g ddgd  t jddd}t|}||d dk j}d|j|dgf< d	|j|d
gf< |jd dks9J |jd d	ksBJ d S )N)r   r   r   r      r2   r   )titlecruftr   r   r   r   )r.   r   )r.   r   )rD   r   rE   r   r   ra   )r$   rX   r?   ixr*   r*   r+   test_setitem_corner2  s   z*TestDataFrameIndexing.test_setitem_corner2c                 C   s   t tdtdd}tdd tdD tdd}tg dtdd}td|d< t|jdks3J ||d< t|jdks@J ||d	< t|jdksMJ |rZ|d	 jd
ksXJ d S |d	 jtjksdJ d S )Nr3   rl   c                 S   s   g | ]}t d qS )r.   r   )rh   r'   r*   r*   r+   
<listcomp>  s    z<TestDataFrameIndexing.test_setitem_ambig.<locals>.<listcomp>r}   )rP   bzrbazr   r.   r2   r   )	r   rW   r   rD   onesr   r9   r0   r   )r$   r   r   Zcoercable_seriesZuncoercable_seriesr*   r*   r+   test_setitem_ambig  s   z(TestDataFrameIndexing.test_setitem_ambigc                 C   sz   |d |d < |s
d nt j}tj|jd d df |d dd tj|jd d |f |d dd tj|| |d dd d S )NrR   rd   FrT   )rD   rg   r   rU   r   ra   )r$   r%   r   r)   r*   r*   r+   test_setitem_None  s   z'TestDataFrameIndexing.test_setitem_Nonec                 C   sN   t g dg dg dd}| }|j |j|j df< t|| d S )Nr   )Z11Z22Z33)Z111Z222Z333r   r   )r   rC   r   ra   r   r   r   r<   )r$   r?   r@   r*   r*   r+   &test_loc_setitem_boolean_mask_allfalse  s   z<TestDataFrameIndexing.test_loc_setitem_boolean_mask_allfalsec                 C   sZ   t tjdd}|jd dd  tj|jd dd< t|jd dd j	 s+J d S )Nr2   rN   r6      )
r   rD   r   rE   rF   r   rg   r   rJ   r   r   r*   r*   r+   &test_getitem_fancy_slice_integers_step  s   "z<TestDataFrameIndexing.test_getitem_fancy_slice_integers_stepc                 C   sp  t tjddtdddd}| }d|jdd< |jdd dkj	 s*J | }d|jdd	< |jdd	 dkj	 sCJ |jdd
 }|j
dd	 }|g d}t|| t|| |jttdttdd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 )Nr2   r   r   r   r}   r5   rN   r3   r   r7   )r5   r7   r   rN   r6   rd   z^3$r   )r   rD   r   rE   rF   rW   rC   r   rJ   r   ra   rq   r   r<   listr!   r"   r#   )r$   r?   cpr@   result2rA   df2r*   r*   r+   ,test_getitem_setitem_integer_slice_keyerrors$  s*   *"zBTestDataFrameIndexing.test_getitem_setitem_integer_slice_keyerrorsc                 C   s   |j d d dd f }|d jtjksJ | }|j d d dd f }t|d j|d js2J t| d|j	d d df< W d    n1 sKw   Y  |sj|d dk
 s\J t|d j|d j d S t|| d S )Nr|   r{         @r5   )r   r0   rD   rz   rC   shares_memory_valuesr   assert_cow_warningra   r   r<   )r$   r%   float_string_framer   r   Zslicedoriginalr*   r*   r+   test_fancy_getitem_slice_mixedA  s   z4TestDataFrameIndexing.test_fancy_getitem_slice_mixedc                 C   s   t tdtdddd}|jddg \}}|j|| }||| }|dd }t|| t|| | }d|j||< | }d|||< | }d|dd< t|| t|| d S )	Nr   z
2020-01-01periodsr}   r6   rN   r   r   )r   rW   r   r   ra   r   r<   rC   )r$   r?   startendr@   r   rA   r*   r*   r+   "test_getitem_setitem_non_ix_labelsY  s   z8TestDataFrameIndexing.test_getitem_setitem_non_ix_labelsc                 C   s   t tjdd}|j|jdkd d f }|dg}t	|| t tjdd}|j|jdk|j
dkf }|jdgdgd}t	|| d S )Nr2   r3   r2   r   r.   rl   )r   rD   r   rE   rF   ra   r   rq   r   r<   r9   )r$   r?   rsZxpr*   r*   r+   test_ix_multi_takem  s   z(TestDataFrameIndexing.test_ix_multi_takec                 C   sP   |}|j }|jD ]}|| }|jd d d D ]}|||f || ks$J qqd S )Nr6   )ra   r9   r   )r$   r%   fr   coltsr>   r*   r*   r+   test_getitem_fancy_scalary  s   
z/TestDataFrameIndexing.test_getitem_fancy_scalarc           
      C   s   |}|  }|j}t|jD ]4\}}||  |jd d d D ]#}|j|}tjd	 }	|	|j
||f< |	|||f< t|| qqd S )Nr6   r2   )rC   ra   	enumerater9   r   Zget_locrD   r   rE   rF   r   r   r<   )
r$   r%   r   rA   r   jr   r>   ivalr*   r*   r+   test_setitem_fancy_scalar  s   z/TestDataFrameIndexing.test_setitem_fancy_scalarc                 C   s  |}|j }|jddgd}|d d g df }t|| |j|jdd ddgd}||jdd g df }t|| |j|jd k}|j|j| d	}|| }t|| ||d d f }t|| |||jd
d  f }|j|j| ddgd}t|| d S )NrS   r|   r8   )FTFTr6   rN   rl      r}   r2   r{   )ra   rq   r   r<   r   r9   )r$   r%   r   r   rA   r@   Zboolvecr*   r*   r+   test_getitem_fancy_boolean  s"   z0TestDataFrameIndexing.test_getitem_fancy_booleanc                 C   s   |  }|  }|j  }|d dk}d|j|< d||j< t||j|jd}t|| |  }|  }|j  }d|j|ddgf< d||jd df< t||j|jd}t|| d S )NrR   r           rl   rS   r2   )rC   rJ   ra   r   r   r9   r   r<   )r$   r%   framerA   rJ   r   r*   r*   r+   test_setitem_fancy_boolean  s   



z0TestDataFrameIndexing.test_setitem_fancy_booleanc                 C   sp   |j g d }|j|jg d  }t|| |j d d g df }|jd d |jg d f }t|| d S )N)r.   r5   r   )r2   r   r.   )r   ra   r   r   r<   r9   )r$   r%   r@   rA   r*   r*   r+   test_getitem_fancy_ints  s   z-TestDataFrameIndexing.test_getitem_fancy_intsc                 C   st   |d d d d dk}|j | }|j |d d d  }t|| | }| }d|j |< d|j |< t|| d S )NrR   rd   r.   r   )ra   r   r<   rC   )r$   r%   r   r@   rA   r   r*   r*   r+   'test_getitem_setitem_boolean_misaligned  s   


z=TestDataFrameIndexing.test_getitem_setitem_boolean_misalignedc                 C   s   t tjdd}tg d}tddg}|j||f }|jddgdgf }t|| |	 }d|jtg dtddgf< d|jddgdgf< t|| d S )	Nr2   r   r   FTr   r.   r6   )
r   rD   r   rE   rF   r   ra   r   r<   rC   )r$   r?   Zk1Zk2r@   rA   r*   r*   r+   "test_getitem_setitem_boolean_multi  s   "z8TestDataFrameIndexing.test_getitem_setitem_boolean_multic                 C   s"  t g d}ttjdd|d}|jdd }|g d}t	|| t
|dks/J |jdd }|ddg}tj	||d	d
 t
|dksMJ |jdd }|ddg}t	|| t
|dksiJ |jdd }|jdd }t	|| |jdd }d}tjt|d |dd }W d    n1 sw   Y  t	|| t g d}ttjdd|d}d}tjt|d |jdd  W d    n1 sw   Y  |jdd }|dg}t	|| t
|dksJ | }tjttd d|jdd< W d    n	1 sw   Y  tjt|d |jdd dk}W d    n	1 s6w   Y  |j sCJ |jdd |jdd kj sWJ | }d|jdd< |jdd dkj sqJ |jdd |jdd kj sJ |jdd }|}t	|| t
|dksJ |jdd }|g d}t	|| t
|dksJ |jdd }|dg}t	|| t
|dksJ |jdd }|g d}t	|| t
|dksJ | }d|jdd< |jdd }|dkj sJ d S )N)r   r2   r3   r5   r6   r2   r   r}   r   r5   )r   r2   r3   r5   r6   F)Zcheck_index_typer   r   r.   r   z3The behavior of obj\[i:j\] with a float-dtype indexr   )r   r         @r   r   zPcannot do positional indexing on Index with these indexers \[1.0\] of type floatr   g?)r   r   r   r   g
ףp=
@)r   r   rD   r   rE   rF   ra   rq   r   r<   r   r   ro   FutureWarningr!   r"   r   rC   
_slice_msgrJ   r   )r$   using_array_managerr   r?   r@   rA   rY   r   r*   r*   r+   !test_getitem_setitem_float_labels  s   ((z7TestDataFrameIndexing.test_getitem_setitem_float_labelsc                 C   s.  t tjddg dg dd}td|d< |j}ttdgd	 td
g g dd}t	
|| t	jtdd t|jd< W d    n1 sLw   Y  t|jd rZJ |d jtjksdJ |jd tksmJ tj|jd< t|jd s|J tj|jdd d f< t|jdd d f  rJ d S )Nr2   r6   r3   )r   r   ri   rs   e)rP   r   r   rl   Z20010102	timestamprz   r3   zdatetime64[s])rP   r   r   r  r}   %Setting an item of incompatible dtyper   )r   r  )ri   r  rs   ri   )r   rD   r   rE   rF   r   r~   r   r0   r   rU   ro   r   r   ra   r   r   rg   r   rb   r*   r*   r+   )test_setitem_single_column_mixed_datetime?  s0   "z?TestDataFrameIndexing.test_setitem_single_column_mixed_datetimec                 C   s   t g dtddddddtdddtdddgd}t d	td
tdd}tj|d< tddd|jd< tjt	dd d|jd< W d    n1 sKw   Y  d|jddgdf< t
dt
dgdt
dgg}||jddgddgf< t|| d S )N)r   r   r   r         i  r.   xyi  i  r   r   r   abr7   r   r   r   r   r  r   )r.   r   r
  r  r2   r3   r  z2013-01-01T00:00:00r	  z2014-01-01T00:00:00r5   r6   r   )r   r   r   rW   pdNaTra   r   ro   r   rD   r   
datetime64r<   )r$   rA   r?   rR   r*   r*   r+   test_setitem_mixed_datetimea  s6   



z1TestDataFrameIndexing.test_setitem_mixed_datetimec                 C   sn   |j |jd d ddgf }|j|j |jd d ddgf< |j |jdd  ddgf j}|j}t|| d S Nr2   rR   rS   )ra   r   rJ   r   r   r$   r%   piecer@   rA   r*   r*   r+   test_setitem_frame_float  s
   z.TestDataFrameIndexing.test_setitem_frame_floatc                 C   s~   |  }tddgddgg|jdd ddgd	}|jtd d ddgf}||j|< t|j|jdd ddgf j|j d S )
Nr   r   r   r   r   r2   rR   rS   rl   )rC   r   r   slicera   r   r   rJ   r$   r   r   r  r)   r*   r*   r+   test_setitem_frame_mixed  s    
,z.TestDataFrameIndexing.test_setitem_frame_mixedc                 C   s   |  }tddgddgddgddggt|jd	d
 ddg ddgd}|jtd d
 ddgf}||j|< t|j|jd	d
 ddgf j|jd	d
  d S )Nr   r   r   r   r   g      @g      @g       @r   r2   rP   r   rR   rS   rl   )	rC   r   r   r   r  ra   r   r   rJ   r  r*   r*   r+   'test_setitem_frame_mixed_rows_unaligned  s   
(z=TestDataFrameIndexing.test_setitem_frame_mixed_rows_unalignedc                 C   s   |  }|j|jd d dgf }|jdd  |_|jtdd  ddgf}||j|< tj|d< t|j|jdd  ddgf j|j d S )Nr2   rR   r  rS   )	rC   ra   r   r  rD   rg   r   r   rJ   r  r*   r*   r+   &test_setitem_frame_mixed_key_unaligned  s   

,z<TestDataFrameIndexing.test_setitem_frame_mixed_key_unalignedc                 C   st   |  }|j|jd d ddgf }|jtdd  ddgf}|j|j|< t|j|jdd  ddgf j|j d S r  )rC   ra   r   r  rJ   r   r   r  r*   r*   r+    test_setitem_frame_mixed_ndarray  s
   ,z6TestDataFrameIndexing.test_setitem_frame_mixed_ndarrayc                 C   s   t g dg dgg dd}| }tjtdd |jd d ddgf d	 |jd d ddgf< W d    n1 s:w   Y  |jddgd}|d	7 }|d
 |d
< t|| d S )N)r.   r2   rP   )r3   r5   r   rR   rS   r{   r8   incompatible dtyper   rR   rS         ?r{   )r   rC   r   ro   r   ra   rq   r<   )r$   r?   r   rA   r*   r*   r+   test_setitem_frame_upcast  s   .z/TestDataFrameIndexing.test_setitem_frame_upcastc                 C   s   |j |jd d ddgf }|jdd  |_ddg|_||j |jdd  ddgf< |j |jdd  ddgf j}|j}t|| d S r  )ra   r   r9   rJ   r   r   r  r*   r*   r+   test_setitem_frame_align  s   
z.TestDataFrameIndexing.test_setitem_frame_alignc                 C   s   t tjddg dd}|jd }|d d }t|| |jd }|jddg }t|| |jd }|jd	 }t	|| d S )
Nr2   r  rP   rP   r   r   r   r}   rP   r   r5   r   r3   )
r   rD   r   rE   rF   ra   r   r<   r   rU   rb   r*   r*   r+   "test_getitem_setitem_ix_duplicates  s   



z8TestDataFrameIndexing.test_getitem_setitem_ix_duplicatesc                 C   s   t tjddg dd}|jdg }|jddg }t|| |j|d dk }||d dk }t|| |j|d dk }||d dk }t|| d S )	Nr2   r  r$  r}   r   r5   r.   r   )	r   rD   r   rE   rF   ra   r   r   r<   )r$   r?   r@   r   r*   r*   r+   +test_getitem_ix_boolean_duplicates_multiple  s   zATestDataFrameIndexing.test_getitem_ix_boolean_duplicates_multiple
bool_valueTFc                 C   s   t dg di}| d}tjt|d |j|  W d    n1 s$w   Y  d}tjt|d d|j|< W d    d S 1 sCw   Y  d S )Nr   r1   z7: boolean label can not be used without a boolean indexr   z.cannot use a single bool to index into setitemr   )r   r!   r"   r#   ra   )r$   r'  r?   messagerY   r*   r*   r+   %test_getitem_setitem_ix_bool_keyerror  s   
"z;TestDataFrameIndexing.test_getitem_setitem_ix_bool_keyerrorc                 C   s   d|d< t |d jjttjfsJ |j|jd df }t|s"J t	ddgi}d|d< |jd }t|s8J t
dgd	gdd
}|jd	gdf }t|| d S )Nr.   rQ   r6   r   gGz?i  r   r  r   r_   )r   r0   r   r`   rD   r   ra   r   r   r   r   r   rU   )r$   r%   r@   r?   rA   r*   r*   r+   "test_single_element_ix_dont_upcast  s   
z8TestDataFrameIndexing.test_single_element_ix_dont_upcastc                 C   s   t tdddtdddd}d}tjt|d	 |jd
d   W d    n1 s,w   Y  tjt|d	 d|jdd < W d    d S 1 sKw   Y  d S )Nr   rN   r5   r   r   r2   r}   zcallable with ilocr   c                 S      dS Nre   r*   r'   r*   r*   r+   <lambda>      zMTestDataFrameIndexing.test_iloc_callable_tuple_return_value.<locals>.<lambda>r.   c                 S   r+  r,  r*   r-  r*   r*   r+   r.    r/  )	r   rD   r   r   rW   r   ro   r   r   )r$   r?   rY   r*   r*   r+   %test_iloc_callable_tuple_return_value  s   ""z;TestDataFrameIndexing.test_iloc_callable_tuple_return_valuec                 C   s   t tjddtdddd}|jd }|jd }t	|| |jd }|jd }t	|| |jt
dd }|jdd	 }t|| |jg d
 }||jg d
 }t|| d S )Nr2   rN   r5   r   r   r}   r.   r5   r   r	  r.   r2   r5   r7   )r   rD   r   rE   rF   rW   r   ra   r   rU   r  r<   rq   r   r$   r?   r@   r   rA   r*   r*   r+   test_iloc_row  s   



z#TestDataFrameIndexing.test_iloc_rowc                 C   s   t tjddtdddd}| }|jtdd }t	|d |d s)J |d  }t
| d|jd d df< W d    n1 sHw   Y  |sbd|jdd< t	|d |d sbJ t
|d | d S )	Nr2   r1  r   r   r}   r5   r   r   )r   rD   r   rE   rF   rW   rC   r   r  r   r   r   ra   r   rU   )r$   r   r   r?   r   subsetZexp_colr*   r*   r+   test_iloc_row_slice_view-  s   z.TestDataFrameIndexing.test_iloc_row_slice_viewc                 C   s   t tjddtdddd}|jd d df }|jd d df }t	|| |jd d df }|jd d df }t	|| |jd d t
ddf }|jd d dd	f }t|| |jd d g d
f }|j|jg d
 d}t|| d S )Nr2   r5   rN   r   r   r8   r.   r5   r   r	  r2  )r   rD   r   rE   rF   rW   r   ra   r   rU   r  r<   rq   r9   r3  r*   r*   r+   test_iloc_colC  s   z#TestDataFrameIndexing.test_iloc_colc                 C   s"  t tjddtdddd}| }|jd d tddf }|sk|skt	|d j
|d j
s3J t| d|jd d df< W d    n1 sLw   Y  |d dk s[J t	|d j
|d j
siJ d S |r{t	|d j
|d j
s{J d|d< |d dk sJ t|| d S )	Nr2   r7  r   r   r8   r5   r   r   )r   rD   r   rE   rF   rW   rC   r   r  r   r   r   r   ra   r   r<   )r$   r  r   r   r?   r   r5  r*   r*   r+   test_iloc_col_slice_viewZ  s"    z.TestDataFrameIndexing.test_iloc_col_slice_viewc                 C   s   t tddddtddddd}|jdtddddd}td|dd	gd
}tg d}d|j|| df< tg dg dd|d}t|| td|dd	gd
}|j|| df  d7  < t|| d S )Ni  r.   )yearmonthdayr6   )r   r   )ra   itemr   rR   rS   rl   )FFFFFTr7   )r   r   r   r   r7   r7   )r   r   r   r   r   r   rR   rS   r}   )	r   r   insertr   rD   r   ra   r   r<   )r$   Ztranger?   Zbool_idxrA   r*   r*   r+   test_loc_duplicatesx  s   z)TestDataFrameIndexing.test_loc_duplicatesc                 C   s|   t tdddddd}td|i}|g d |d< t|d | td|i}|g d |jg ddf< t|d | d S )	Nz
2015-01-01r3   utc)r   tzdatesr_   )r.   r   r2   )r   r.   r2   )r   r   r   r   rU   ra   )r$   columnr?   r*   r*   r+   4test_setitem_with_unaligned_tz_aware_datetime_column  s   zJTestDataFrameIndexing.test_setitem_with_unaligned_tz_aware_datetime_columnc                 C   s  t dd}ttdddd}tjd| gd dd|d	< tjd
| gd dd|jd d df< tjd| gd dd|j|jd d df< tjd| gd dd|jd d df< tjd| gd dd|j|jd d df< td|d< tjd| gd dd|j|jd d df< tddd|j|jd d df< td|d< |j	}t
tdgd tdgd
  tdd}t|| d S )Nr.   )hoursZ20130101r5   r   r}   m8[ns]r/   rR   r2   rS   r3   r{   r|   r6   rQ   r  rw   r7   rd   r   GHztimedelta64[ns]zdatetime64[ns]ZABCDEFGH)r   r   r   rD   r   ra   r   timedelta64r  r~   r   r0   r   r   rU   )r$   Zone_hourr?   r@   rA   r*   r*   r+   ,test_loc_setitem_datetimelike_with_inference  s"   
&,&,, zBTestDataFrameIndexing.test_loc_setitem_datetimelike_with_inferencec                 C   s"  t tjtjtjtjtjdtjdtjdddtjtjdtjtjdtjtjtjtjtjddtjtjtjtjdddddddd}| }d||d	k< | }d|jd
< d|jd< d|jd< d|jd< t|| d|d< d}tjt	|d d||d	k< W d    d S 1 sw   Y  d S )N)#   r   r   1   2   gjBz?g% t?gk?g?r   r.   )r   r.   r2   r3   r5   r  g333333?)r   r.   )rM  r.   )rN  r.   )rL  r5   testrP   z1not supported between instances|unorderable typesr   )
r   rD   rg   rC   ra   r   r<   r!   r"   r   )r$   r?   r   rA   rY   r*   r*   r+   #test_getitem_boolean_indexing_mixed  sJ   



"z9TestDataFrameIndexing.test_getitem_boolean_indexing_mixedc                 C   s:  t jddgddggd dgd}tg dg dg|tddgd	d
d}tjtdd |d d df  W d    n1 s<w   Y  ttdd	d
}t ddgddggddgddggd dgd}tddgddgg||d}|jd d t	d dff }t
|| d}ttdd	d
}tddg||d}|d }t
|| d S )Nr
  r  r   r.   ri   names)r.   r.   r2   r2   )r3   r3   r5   r5   r   r_   r   r  r   r2   )ZlevelscodesrR  r3   r5   )r
  r   r   )r   from_productr   r   r!   r"   r   rW   ra   r  r   r<   r   rU   )r$   midgr   r9   rA   r@   r[   r*   r*   r+   test_type_error_multiindex  s&   "z0TestDataFrameIndexing.test_type_error_multiindexc                 C   sh   t tdtjtdd}|jd d df }|d }t	|| |j
d d df }t	|| d S )Nr3   r5   r6   r8   r   r!  )r   rD   r   r  ZIntervalIndexZfrom_breaksr   r   r   rU   ra   )r$   r?   rA   rL   r*   r*   r+   ,test_getitem_interval_index_partial_indexing  s   zBTestDataFrameIndexing.test_getitem_interval_index_partial_indexingc                 C   sZ   t ddgtd}tdtdd|jd< t tdgtdgd}t|| d S )Nr   r   )r9   r0   )r2   )r2   r2   r  r   )r   rn   rD   Zzerosra   r   r<   r   r*   r*   r+    test_setitem_array_as_cell_value  s   z6TestDataFrameIndexing.test_setitem_array_as_cell_valuec                 C   s   t dg didd}| }|jd d d d df |jd d < t|| tjj	|jd d d d df |jd d < t|| |j
d d d d f  |j
d d < t|| d S )NrR   r1   Int64r/   rd   )r   rC   rJ   ra   r   r<   r  coreZarraysZNumpyExtensionArrayr   )r$   r?   origr*   r*   r+   $test_iloc_setitem_nullable_2d_values  s   ",$z:TestDataFrameIndexing.test_iloc_setitem_nullable_2d_valuesc                 C   s2   t tjdtd}t|d |d< |dg  d S )Nr.   r.   r/   r   )r   rD   r   rn   Z
empty_liker   r*   r*   r+   ,test_getitem_segfault_with_empty_like_object  s   zBTestDataFrameIndexing.test_getitem_segfault_with_empty_like_objectz.ignore:Setting a value on a view:FutureWarningnullM8[ns]rG  c                 C   s  t dg di|d}|d  }|j}dg d}tjt|d ||d< W d    n1 s0w   Y  tjt|d ||g|d d< W d    n1 sOw   Y  tjt|d ||d< W d    n1 sjw   Y  tjt|d ||g|d d< W d    n1 sw   Y  tjt|d ||jd< W d    n1 sw   Y  tjt|d ||g|jd d< W d    n1 sw   Y  tjt|d ||jd	< W d    n1 sw   Y  tjt|d ||g|jd ddf< W d    n	1 sw   Y  | }| |d
< tjt|d ||jd	< W d    n	1 s+w   Y  tjt|d ||g|jd ddf< W d    d S 1 sOw   Y  d S )NrR   r1   r/   |)z@timedelta64\[ns\] cannot be converted to (Floating|Integer)Dtypez?datetime64\[ns\] cannot be converted to (Floating|Integer)Dtypez 'values' contains non-numeric NAz1Invalid value '.*' for dtype (U?Int|Float)\d{1,2}r   r   r2   r   r   rS   )r   rC   r   joinr!   r"   r   r   )r$   ra  Zany_numeric_ea_dtyper?   serr   rY   r   r*   r*   r+   .test_setting_mismatched_na_into_nullable_fails&  sL   

$zDTestDataFrameIndexing.test_setting_mismatched_na_into_nullable_failsc                 C   sL   t dgtg ddd}d|jd< t ddgitdgddd}t|| d S )Nr   r   r_   r   r.   r   r}   )r   r   ra   r   r<   r   r*   r*   r+   +test_loc_expand_empty_frame_keep_index_name[  s   
zATestDataFrameIndexing.test_loc_expand_empty_frame_keep_index_namec                 C   sX   t dgtjg g ddd}d|jd< t ddgitjdgg ddd}t|| d S )Nrs   r   rQ  r   rP   r1   r}   r   r   from_tuplesra   r   r<   r   r*   r*   r+   +test_loc_expand_empty_frame_keep_midx_namesb  s   
zATestDataFrameIndexing.test_loc_expand_empty_frame_keep_midx_namesz	val, idxr)r
  r   r
  r   )r.   r   r.   c                 C   s   t dddgi}tjtdd t d|dgiddgd|jd d |f< W d    n1 s-w   Y  t dtj|gi}t|| d S )Nr   r.   r2   r  r   r   r}   )r   r   ro   r   ra   rD   rg   r<   )r$   idxrr   r?   rA   r*   r*   r+   test_loc_setitem_rhs_framen  s   (z0TestDataFrameIndexing.test_loc_setitem_rhs_framec                 C   sT   t ddgd}| }|d d  }tjddgtjd|jd d df< t|| d S )Nr   r   r8   r.   r2   r/   r   )r   rC   rD   r   rz   r   r   r<   )r$   r   r?   rA   viewr*   r*   r+   $test_iloc_setitem_enlarge_no_warning  s
   "z:TestDataFrameIndexing.test_iloc_setitem_enlarge_no_warningc                 C   s   t ddddtjddgddggddgdd	}d
g}d|d< d|j|df< |j|df  |j|ddgf  d|j|df< |j|df }tdtjdgdggddgddd }}t|| d S )NTr.   r   )Zbool_colr   r   r2   idx1idx2rQ  r}   r_  r3   ri   r   r   r   r   r   )r   r   from_arraysra   r   r   rU   )r$   r?   r>   r@   rA   r*   r*   r+   (test_loc_internals_not_updated_correctly  s"   

z>TestDataFrameIndexing.test_loc_internals_not_updated_correctlyr   Nc                 C   sP   t dg didd}||jdgd d f< t dtjddgidd}t|| d S Nr   r   r   r/   r   r   ri   r   r   r  NAr   r<   r$   r   r?   rA   r*   r*   r+    test_iloc_setitem_string_list_na  s   z6TestDataFrameIndexing.test_iloc_setitem_string_list_nac                 C   sN   t dg didd}||jdd d f< t dtjddgidd}t|| d S rt  ru  rw  r*   r*   r+   test_iloc_setitem_string_na  s   z1TestDataFrameIndexing.test_iloc_setitem_string_nafuncc                 C   sP   t dg didd}d|jd d |dgf< t dg didd}t|| d S )Nr   r1   r[  r/   r6   r   )r6   r6   r6   r   )r$   rz  r?   rA   r*   r*   r+   /test_iloc_setitem_ea_null_slice_length_one_list  s   zETestDataFrameIndexing.test_iloc_setitem_ea_null_slice_length_one_listc                 C   s   t tjddgg dgddgdd}td|jj}|dd	d
gd}|j|d d f }t tjddgddgdd}t	|| d S )NrR   rS   r   firstsecondrQ  r}   ZIndexerr   r   )r|  r}  )rR   r   )rR   r   )
r   r   rT  r   r   rR  ra   rj  r   r<   )r$   r?   Zindexer_tuplerl  r@   rA   r*   r*   r+   test_loc_named_tuple_for_midx  s   z3TestDataFrameIndexing.test_loc_named_tuple_for_midxrt   r   r   c                 C   sh   t dtdtdgi|}|d tjdd |jdg|f< t dtdtdgi|}t|| d S )Nr   z
2022-12-29z
2022-12-30r.   )daysz
2022-12-31)r   r   r  	Timedeltara   r   r<   )r$   r   rt   r?   rA   r*   r*   r+   test_set_2d_casting_date_to_int  s    z5TestDataFrameIndexing.test_set_2d_casting_date_to_intr[   c                 C   sZ   d}t i |t|t|d}| }|ddg |j|dg ddgf< t|| d S )Nr   r  r
  r  T)r   rW   rC   ra   r   r<   )r$   r   nr?   rA   r*   r*   r+   1test_loc_setitem_reordering_with_all_true_indexer  s
    zGTestDataFrameIndexing.test_loc_setitem_reordering_with_all_true_indexerc                 C   sn   t ddgd}| }t dgd}td  ||jd d df< W d    n1 s*w   Y  t|| d S )Nr   r   r8   )r   rC   r   ro   ra   r<   )r$   r?   rA   rhsr*   r*   r+   test_loc_rhs_empty_warning  s   z0TestDataFrameIndexing.test_loc_rhs_empty_warningc                 C   s   t g dg dg}tddgdd}tdgdd}|j||f }t ddggdgd	}t|| |j|j|jf }t|| d S )
Nr   r.   r2   r3   r5   r6   r7   r   r   	   r   r.   r[  r/   r6   r7   r}   )r   r   r   r   r<   rJ   )r$   r?   rt   Zrow_indexerr@   rA   r*   r*   r+   test_iloc_ea_series_indexer  s   z1TestDataFrameIndexing.test_iloc_ea_series_indexerc                 C   s   t g dg dg}tdtjgdd}d}tjt|d |jd d |f  W d    n1 s0w   Y  tjt|d |jd d |jf  W d    d S 1 sRw   Y  d S )Nr  r  r   r[  r/   zcannot convertr   )	r   r   r  rv  r!   r"   rV   r   rJ   )r$   r?   rt   rY   r*   r*   r+   #test_iloc_ea_series_indexer_with_na  s   "z9TestDataFrameIndexing.test_iloc_ea_series_indexer_with_na)Tr0   booleanc                 C   s   t jtg d|dtg d|dgddgd}tdg di|d	}ttt|t |j	| }W d    n1 s:w   Y  tdd
dgit
ddgd|dd	}t|| d S )N)TTFFr/   )TFTFr   r   rQ  ri   )r.   r2   r3   r5   r}   r.   r2   TF)r[   r0   )r   rr  r   r   r   Zmaybe_produces_warningr	   
isinstancetuplera   r   r<   )r$   r0   rt   Zmidxr?   r@   rA   r*   r*   r+   test_loc_bool_multiindex   s   z.TestDataFrameIndexing.test_loc_bool_multiindexrA  r   c                 C   sl   t ttdddtdddg|dddgd}|jdd	}||d
  }|d |j|d
 |f< t|| d S )Ni  r.   r   r   )rA  TF)r   update)deepr  r   )r   r   r   rC   ra   r   r<   )r$   rA  rt   r?   rA   Z	update_dfr*   r*   r+   2test_loc_datetime_assignment_dtype_does_not_change  s   zHTestDataFrameIndexing.test_loc_datetime_assignment_dtype_does_not_changezindexer, idxr2   c                 C   s   t dtjgdtjgdtjggtd}t dtjgdtjgg}|||d |d d f< t dtjgdtjgdtjggtd}t|| d S )Nr]   r^   r   r/   r.   r2   )r   rD   rg   rn   r   r<   )r$   rt   r>   r?   r  rA   r*   r*   r+   "test_setitem_value_coercing_dtypes'  s
   $$z8TestDataFrameIndexing.test_setitem_value_coercing_dtypes)g__name__
__module____qualname__r,   rB   rM   rO   rZ   rc   ru   r   r!   markparametrizer   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   tdZskip_array_manager_invalid_testr   r   r   r   r   r   r   r   r   r   r  r  r  r  r  r  r  r  r"  r#  r%  r&  r)  r*  r0  r4  r6  r8  r9  r@  rE  rK  rP  rW  rY  rZ  r^  r`  filterwarningsr  r  Zto_numpyrg  rh  rk  rm  ro  rs  rv  rx  ry  r   r   rD   r   r{  r~  r  r  r  r  r  r   r  r  r   ra   r   r  r*   r*   r*   r+   r   *   s    		;"


340




	Y" 
	
	.
1
	




	
r   c                   @   s   e Zd Zdd ZdS )TestDataFrameIndexingUInt64c              	   C   s>  t tdg ddtjd}|d d}d|jvsJ ||d< t|d t|dd d	|jvs4J d|d	< ||d	< t|d	 t|d	d |d	= |	 }tj
td
d tj|jd< tj|jd< W d    n1 smw   Y  |d }tt|tg ddd t|jttdtdtdgg dd d S )Nr3   )l            l           l   
        r>  r/   rR   rP   r{   r_   r|   r   r   r_  r.   r2   rS   r   uint64Or  r}   )r   rD   r   r  renamer9   r   rU   r   rC   ro   r   r  r  r   r   r~   r0   )r$   r?   r>   r   r@   r*   r*   r+   r   2  s6   z(TestDataFrameIndexingUInt64.test_setitemN)r  r  r  r   r*   r*   r*   r+   r  1  s    r  c                 C   s  t ddgtdddtjdddd}|jd }t|jd ts"J t|jd tjs-J |j	d }t|jd ts<J t|jd tjsGJ |j
ddd}t|jd tsXJ t|jd tjscJ | rgd S |j}|  |dj}t|d ts}J t|d tjsJ |j|jd  }|jd	ksJ |d
}t|tsJ |j|jd  }|jdksJ |d
}t|tjsJ d S )Nr.   r2   2000r   z1 Dayr  r   )Zaxisrb  rd  rG  )r   r   r  Ztimedelta_rangera   r  rJ   r   r  r   ZxsZ_mgrZ_rebuild_blknos_and_blklocsZfast_xsr   blocksZblknosr0   iget)r  r?   rf  Zmgrr   Zblkr   r*   r*   r+   /test_object_casting_indexing_wraps_datetimelikeU  s<   




r  zFCannot setitem on a Categorical with a new category( \(.*\))?, set thezCCannot set a Categorical with another, without identical categoriesc                   @   s8  e Zd Zejdd Zejdd Zejdd Zejdd Zejd	d
 Z	ej
dejejgdd Zej
dejejejejgdd Zej
dejejgdd Zej
dejejgdd Zej
dejejgdd Zej
dejejgdd Zej
dejejejgdd Zdd ZdS )TestLocILocDataFrameCategoricalc                 C   >   t g dddgd}tg d}g d}t||d|d}|S )	N)r   r   r   r   r   r   r   r   r   
categorieshr   r   r   lmr  r.   r.   r.   r.   r.   r.   r.   catsrJ   r}   r   r   r   )r$   r  r>   rJ   r]  r*   r*   r+   r]    s
   z$TestLocILocDataFrameCategorical.origc                 C   r  )	Nr   r   r   r   r   r   r   r   r   r  r  )r.   r.   r2   r.   r.   r.   r.   r  r}   r  )r$   Zcats1rp  Zvalues1exp_single_rowr*   r*   r+   r    
   z.TestLocILocDataFrameCategorical.exp_single_rowc                 C   r  )	Nr   r   r   r   r   r   r   r   r   r  r  )r.   r.   r2   r2   r.   r.   r.   r  r}   r  )r$   Zcats2rq  Zvalues2exp_multi_rowr*   r*   r+   r    s
   z-TestLocILocDataFrameCategorical.exp_multi_rowc                 C   r  )	Nr  r   r   r  r  r  r  r}   r  )r$   Zcats3Zidx3Zvalues3exp_parts_cats_colr*   r*   r+   r    r  z2TestLocILocDataFrameCategorical.exp_parts_cats_colc                 C   r  )	Nr  r   r   r  r  r  r  r}   r  )r$   Zcats4Zidx4Zvalues4exp_single_cats_valuer*   r*   r+   r    s   
z5TestLocILocDataFrameCategorical.exp_single_cats_valuert   c                 C   s   |  }tdd}|tju rtdd}ddgddgg|||d d f< t|| |  }tjttd ddgddgg|||d d f< W d    d S 1 sPw   Y  d S )Nr2   r5   r   r   r   r   ri   )	rC   r  r   ra   r<   r!   r"   r   msg1)r$   r]  r  rt   r?   r)   r*   r*   r+   #test_loc_iloc_setitem_list_of_lists  s   


 ""zCTestLocILocDataFrameCategorical.test_loc_iloc_setitem_list_of_listsc                 C   s   |  }d}|tjtjfv r|jd |jd f}d|||< t|| tjt	t
d d|||< W d    d S 1 s=w   Y  d S )N)r2   r   r2   r   r   r   ri   )rC   r   ra   atr   r9   r<   r!   r"   r   r  )r$   r]  r  rt   r?   r)   r*   r*   r+   7test_loc_iloc_at_iat_setitem_single_value_in_categories  s   "zWTestLocILocDataFrameCategorical.test_loc_iloc_at_iat_setitem_single_value_in_categoriesc                 C   sJ   |  }|jdk}d}|tju r|j| }d||||f< t|| d S )Nr   r   r   )rC   r   r   ra   r9   r<   )r$   r]  r  rt   r?   r   r)   r*   r*   r+   5test_loc_iloc_setitem_mask_single_value_in_categories  s   


zUTestLocILocDataFrameCategorical.test_loc_iloc_setitem_mask_single_value_in_categoriesc                 C   s   |  }d}|tju r|jd }ddg|||d d f< t|| tjttd ddg|||d d f< W d    d S 1 sAw   Y  d S )Nr2   r   r   ri   )	rC   r   ra   r   r<   r!   r"   r   r  )r$   r]  r  rt   r?   r)   r*   r*   r+   2test_loc_iloc_setitem_full_row_non_categorical_rhs  s   

"zRTestLocILocDataFrameCategorical.test_loc_iloc_setitem_full_row_non_categorical_rhsc           	      C   s  |  }tdddf}|tju rtdd|jd f}tddgddgd}||||< t|| ttd	td
d}tj	t
td ||||< W d    n1 sRw   Y  ttdtd
d}tj	t
td ||||< W d    d S 1 szw   Y  d S )Nr2   r5   r   r   r   r   r   r  Zbbabcr   cc)rC   r  r   ra   r9   r   r<   r   r!   r"   r   msg2)	r$   r]  r  rt   r?   r)   compatZsemi_compatZincompatr*   r*   r+   1test_loc_iloc_setitem_partial_col_categorical_rhs  s   
"zQTestLocILocDataFrameCategorical.test_loc_iloc_setitem_partial_col_categorical_rhsc                 C   s   |  }tdddf}|tju rtdd|jd f}ddg|||< t|| tjtt	d ddg|||< W d    d S 1 sCw   Y  d S )	Nr2   r5   r   r   r   r   r   ri   )
rC   r  r   ra   r9   r<   r!   r"   r   r  )r$   r]  r  rt   r?   r)   r*   r*   r+   )test_loc_iloc_setitem_non_categorical_rhs  s   
"zITestLocILocDataFrameCategorical.test_loc_iloc_setitem_non_categorical_rhsc                 C   sv   t dddt}tdg di|d}|jjtksJ |tju r'||d }n
||d d df }|jjtks9J d S )NZ2012r3   r   r   r1   r}   )r   rm   rn   r   r   r0   r   getitem)r$   rt   r>   r?   rf  r*   r*   r+   -test_getitem_preserve_object_index_with_dates*  s   
zMTestLocILocDataFrameCategorical.test_getitem_preserve_object_index_with_datesc                 C   s\   t dgdggtjddgdgdd}t dggtjdgdgdd}|jd }t|| d S )	Nr   r.   )r   )r   r|  rQ  )rX   r   r   ri  )r$   r?   rA   r@   r*   r*   r+    test_loc_on_multiindex_one_level9  s   

z@TestLocILocDataFrameCategorical.test_loc_on_multiindex_one_levelN)r  r  r  r!   Zfixturer]  r  r  r  r  r  r  r   ra   r   r  r  Ziatr  r  r  r  r  r  r  r  r*   r*   r*   r+   r    s4    


	









r  c                   @   s,  e Zd Zejddhddidhdfddidfddhfdddifgdd Zejddhddidhdfdfddidfdfddhfdddifgdd	 Zejddhddidhdfddidfddhfdddifgd
d Zejddhddidhdfdfddidfdfddhfdddifgdd Z	dS )TestDeprecatedIndexersr)   r.   r   c                 C   sZ   t ddgddggddgd}tjtdd	 |j|  W d    d S 1 s&w   Y  d S 
Nr.   r2   r3   r5   r   r   r8   as an indexer is not supportedr   r   r!   r"   r   ra   r$   r)   r?   r*   r*   r+   $test_getitem_dict_and_set_deprecatedG     "z;TestDeprecatedIndexers.test_getitem_dict_and_set_deprecatedr2   r  c                 C   sf   t ddgddggddgtddgd	}tjtd
d |j|  W d    d S 1 s,w   Y  d S Nr.   r2   r3   r5   r   r   r  rX  r   r  r   r   r   rj  r!   r"   r   ra   r  r*   r*   r+   /test_getitem_dict_and_set_deprecated_multiindexP     "zFTestDeprecatedIndexers.test_getitem_dict_and_set_deprecated_multiindexc                 C   sZ   t ddgddggddgd}tjtdd	 d|j|< W d    d S 1 s&w   Y  d S r  r  r  r*   r*   r+   $test_setitem_dict_and_set_disallowede  r  z;TestDeprecatedIndexers.test_setitem_dict_and_set_disallowedc                 C   sf   t ddgddggddgtddgd	}tjtd
d d|j|< W d    d S 1 s,w   Y  d S r  r  r  r*   r*   r+   /test_setitem_dict_and_set_disallowed_multiindexn  r  zFTestDeprecatedIndexers.test_setitem_dict_and_set_disallowed_multiindexN)
r  r  r  r!   r  r  r  r  r  r  r*   r*   r*   r+   r  F  s>    2



2

r  returnc                  C   s   t ddgi} d| j| d dkdf< t dgdgd}t| | t ddgi} dd }|| j| d dkdf< t dg|gd}t| | d S )Nr
  r.   r]   r  r  c                 S   s   | S )Nr*   )r
  r*   r*   r+   r.    r/  z4test_adding_new_conditional_column.<locals>.<lambda>)r   ra   r   r<   )r?   rA   valuer*   r*   r+   "test_adding_new_conditional_column  s   r  )r0   infer_stringF)string[pyarrow_numpy]Tc                 C   s   t d tddgddgd}td| d|j|d	 dkd
f< W d    n1 s,w   Y  tddgddgdtdgddd| d}t	|| d S )Npyarrowr.   r2   r3   r5   r  future.infer_stringr]   r   ri   rg   r   rx   )
r!   importorskipr   r  option_contextra   floatrm   r   r<   )r0   r  r?   rA   r*   r*   r+   .test_adding_new_conditional_column_with_string  s   
	 
r  c                  C   s   t d tddgi} tdd d| j| d dkdf< W d    n1 s(w   Y  tdgtdgdd	d
tddgtd	d}t	
| | d S )Nr  r
  r.   r  Tr]   r  r  r/   r  r8   )r!   r  r   r  r  ra   r   r   rn   r   r<   )r?   rA   r*   r*   r+    test_add_new_column_infer_string  s   
r  c                
   @   s   e Zd Zdd ZddddejededgZ	ddge
dd	g d
e
dddgZejde	d	ded	ed	g ejdedd Zejde	ddedg ejdedd Zejde	dg ejdedd ZdS )TestSetitemValidationc                 C   s   d}t |}| }tj||d ||j|df< | }W d    n1 s(w   Y  tj||d ||j|df< | }W d    d S 1 sKw   Y  d S )Nz3Setting an item of incompatible dtype is deprecatedr   r   r   )rG   rH   rC   r   ro   r   ra   )r$   r?   invalidrt   warnrY   Zorig_dfr*   r*   r+   _check_setitem_invalid  s   


"z,TestSetitemValidation._check_setitem_invalidy      ?       @Truer]   z1.0r  r   r.   TFFNr  r   rt   c                 C   s(   t dg didd}| |||t d S )Nr   r  r   r/   r   r  r   )r$   r  rt   r?   r*   r*   r+   #test_setitem_validation_scalar_bool  s   z9TestSetitemValidation.test_setitem_validation_scalar_boolTr   c                 C   sN   t dg di|d}t|r|tjurt|sd }nt}| |||| d S )Nr   r1   r/   )r   r   r  r  rD   Zisnatr   r  )r$   r  Zany_int_numpy_dtypert   r?   r  r*   r*   r+   "test_setitem_validation_scalar_int  s
   z8TestSetitemValidation.test_setitem_validation_scalar_intc                 C   s(   t dg di|d}| |||t d S )Nr   )r.   r2   Nr/   r  )r$   r  Zfloat_numpy_dtypert   r?   r*   r*   r+   $test_setitem_validation_scalar_float  s   z:TestSetitemValidation.test_setitem_validation_scalar_float)r  r  r  r  r  r  rD   r  rJ  Z_invalid_scalarsr  Z	_indexersr!   r  r  rx   rz   r  r  r  r*   r*   r*   r+   r    s,    "	r  )r  N)5collectionsr   r   r   decimalr   rG   numpyrD   r!   Zpandas._libsr   Zpandas.errorsr   r	   r
   Zpandas.util._test_decoratorsutilZ_test_decoratorsr  Zpandas.core.dtypes.commonr   Zpandasr  r   r   r   r   r   r   r   r   r   r   r   Zpandas._testingZ_testingr   r   r   r  r  r  r  r  r  r  r  r  rn   r  r  r  r*   r*   r*   r+   <module>   sX    4            $+ C
>