o
    d                     @   s  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$Z% d	Z&G d
d dZ'G dd dZ(dd Z)dZ*dZ+G dd dZ,G dd dZ-dS )    )
namedtuple)datetime	timedeltaDecimalN)iNaT)InvalidIndexErrorPerformanceWarningSettingWithCopyError)
is_integer)Categorical	DataFrameDatetimeIndexIndex
MultiIndexSeries	Timestamp
date_rangeisnanotnato_datetimezBslice indices must be integers or None or have an __index__ methodc                   @   s  e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
ejdg dg dg dgdd Zdd Zdd Zdd Zdd Zdd  Zd!d" Zd#d$ 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$d?d@ Z%e j!dAdB Z&dCdD Z'e j!dEdF Z(dGdH Z)dIdJ Z*dKdL Z+dMdN Z,dOdP Z-dQdR Z.dSdT Z/dUdV Z0dWdX Z1dYdZ Z2d[d\ Z3d]d^ Z4d_d` Z5dadb Z6dcdd Z7ejdedfdggdhdi Z8djdk Z9dldm Z:dndo Z;dpdq Z<drds Z=dtdu Z>dvdw Z?dxdy Z@dzd{ ZAd|d} ZBd~d ZCdd ZDdd ZEdd ZFejdeGjHeGjHIdeGjHIdgdd ZJdd ZKdd ZLejdddgejdddggdd ZMe j!dd ZNdd ZOejdddgeGjPeGjPggdd ZQejddeGjPgdd ZRejdeSeTeUjVgdd ZWdd ZXejddgdgejdi ddigdd ZYejdi ddigdd ZZdd Z[dd Z\dd Z]ejddfdgejde^dgdd Z_ejddgdfgejdddggdd Z`ejdeajbdfeajcdfgdd ZddS )TestDataFrameIndexingc                 C   s   |d d }t |jdksJ | D ]\}}t |jdks J t|j|js*J q|j D ]\}}|| d us<J q0d|vsCJ tjtdd |d  W d    d S 1 sZw   Y  d S )N   randommatch)	lenindexitemstmequalContents_seriespytestraisesKeyError)selffloat_framesl_serieskey r+   n/var/www/html/visualizacion-main/env/lib/python3.10/site-packages/pandas/tests/frame/indexing/test_indexing.pytest_getitem+   s   
"z"TestDataFrameIndexing.test_getitemc                 C   sl   |}t g d|d}tg dg dg|d}|d }tddgdd	ggt ddg|dd}tj||d
d d S )N   r   r/   dtyper/                  columnsr/   r4   r6   r8   Tcheck_exactr   r   r   assert_frame_equal)r%   any_numeric_dtyper1   idxdfresultexpectedr+   r+   r,   6test_getitem_numeric_should_not_fallback_to_positional<   s   $zLTestDataFrameIndexing.test_getitem_numeric_should_not_fallback_to_positionalc                 C   s   |  }tjt||d< tjt|}||d< tjtt	dd |
d W d    n1 s4w   Y  |d }t||j d S )Nz$10z@awesome_domainz'df["$10"]'r   z	df["$10"])copynpr   randnr   r"   r#   r$   reescape__getitem__r   assert_numpy_array_equalvalues)r%   r&   rA   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.   r0   r2   r5   r9   
   r/   )rP   r3   rP   )rP   r7   rP   Tr;   r=   )r%   r?   r1   r@   rA   rC   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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msgnewcolumndatar+   r+   r,   test_setitem_list[   s"   
"z'TestDataFrameIndexing.test_setitem_listc                 C   s   t dtdddgtjd}ddg|jdddgf< |j|jd ddgf }tddg|jtj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   r4   tt1tt2)r   r:   r1   r/   r3   )r1   name012ra   )
r   rZ   rF   int_locr   r   r:   r   rX   r%   rA   rB   rC   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 )NrP   zItem wrong lengthr   zBoolean array expectedr   c                    s*   i | ]}|t  | d k | t jqS )r   )rF   wherenan).0cr[   r+   r,   
<dictcomp>   s   * z>TestDataFrameIndexing.test_getitem_boolean.<locals>.<dictcomp>r   r:   r9   F)check_dtype)r   astypeobjectr   assert_index_equalr"   r#   rY   r>   r   assert_produces_warningUserWarningreindex_get_numeric_datar   r:   r1   )r%   mixed_float_framemixed_int_framedatetime_framedindexerindexer_objsubindexsubframesubframe_objrA   bifbifwrn   r+   ro   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/   rS   int32E1Fint64F1r   float64r6   r3   )rT   rU   CDrS   r   r   r   r   r4   )
rE   rs   dtypesr   rF   r1   r   rX   rg   r   )r%   r|   rA   castedrB   rC   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   r4   r6   )r   rF   arangereshaperg   r   r   r>   )r%   r   rA   rB   rC   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 )Nr7   )rT   rU   r   r   rS   r9   r   r/   )rF   r   rG   r   rE   r   assert_almost_equalrL   )r%   arrrA   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/   rT   r:   r   )r   rF   emptyr   arraybool)r%   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 )	Nr6   r4   )r/   rP   r   rS   r2   rq   rj   r/   rP   )
r   rF   r   rG   ilocrg   r   r   r>   r   rh   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	@      @)      $   (   )rP      +   "   )r   rP   r      )rnar     r9   r   r4   r   r/   r   r   r   r>   rh   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 )NrT   z6'DataFrame' object has no attribute 'NONEXISTENT_NAME'r   )r   rX   rT   r"   r#   AttributeErrorNONEXISTENT_NAME)r%   r&   r\   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/   rP   r   r7   )r   rZ   r   allr%   rA   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
t |}||d
< |d
 |k sjJ d|d< |d dk sxJ d|d< |d dk sJ d|d< |d dk sJ |d d }d}|rddg|d< ntjt|d ddg|d< W d    n1 sw   Y  |d jtjksJ |d ddgk sJ d S )NrT   r3   col5   r   r   ra   col6FrV   col9r7   col7gQ	@col0rR   col8zC\nA value is trying to be set on a copy of a slice from a DataFramerc   rd   col10r   )r   rF   ravelcolumn_stackrL   rl   r   r   r   rX   r   rG   r   r"   r#   r
   r1   object_)r%   r&   using_copy_on_writer)   expr   smallerr\   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   rF   rl   r   r   r>   rg   r%   rA   rC   r+   r+   r,   test_setitem2O  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 )Nr6   rT   r   rj   r/   r7   r3   r4   z;Must pass DataFrame or 2-d ndarray with boolean values onlyr   rq   )rE   rL   r   r   rx   r   rF   putmaskr"   r#   	TypeErrorabsrl   r   r:   r>   )	r%   r&   rA   rL   r)   r\   df_origmaskrC   r+   r+   r,   test_setitem_booleanZ  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   rU   barrR         @	somethingr3   )
rs   r1   rF   r   r   r   
issubclasstypeintegerr   r%   r&   r+   r+   r,   test_setitem_cast  s$   z'TestDataFrameIndexing.test_setitem_castc                 C   sz  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	 d ksJ t tdd}d|d	< d|d
< |d
= d|d
< |d
 j	tj
ksJ g d|d< |d j	tj
ksJ d S )N)      ?       @      @abrn   )rU   r   r4   r   rU   r3   	beginningrT   rR   rS   r   r   date      @r/   r   r   r   rc   rd   3	coercible)r   rF   r   r   r:   r   nowr   rL   r1   r   r   r   )r%   r&   rA   dmr+   r+   r,   test_setitem_corner  s:    z)TestDataFrameIndexing.test_setitem_cornerc                 C   s   g ddgd  t jdd}t|}||d dk j}d|j|dgf< d|j|d	gf< |jd
 dks6J |jd dks?J d S )N)r   r   r   r      r   )titlecruftr   r   r   r   )r/   r   )r/   r   )rF   r   r   r   rg   )r%   r[   rA   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 |d	 jtjksWJ d S )
Nr4   rq   c                 S   s   g | ]}t d qS )r/   r   )rm   r(   r+   r+   r,   
<listcomp>  s    z<TestDataFrameIndexing.test_setitem_ambig.<locals>.<listcomp>r   )rR   bzrbazr   r/   r3   )	r   rZ   r   rF   onesr   r:   r1   r   )r%   r   coercable_seriesuncoercable_seriesr+   r+   r,   test_setitem_ambig  s   z(TestDataFrameIndexing.test_setitem_ambigc                 C   st   |d |d < t j|jd d df |d dd t j|jd d d f |d dd t j|d  |d dd t| d S )NrT   rj   FrV   )r   rX   r   rg   reprr   r+   r+   r,   test_setitem_None  s   z'TestDataFrameIndexing.test_setitem_Nonec                 C   sJ   t g dg dg dd}| }|j|j|j df< t|| d S )Nr   )112233)111222333r   r   )r   rE   r   rg   r   r   r   r>   r%   rA   rB   r+   r+   r,   &test_loc_setitem_boolean_mask_allfalse  s   z<TestDataFrameIndexing.test_loc_setitem_boolean_mask_allfalsec                 C   sV   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 )NrP   r7      r3   )	r   rF   r   rG   r   rl   r   rL   r   r   r+   r+   r,   &test_getitem_fancy_slice_integers_step  s   "z<TestDataFrameIndexing.test_getitem_fancy_slice_integers_stepc                 C   sl  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 sAJ |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 )NrP   r7   r   r   r3   r   r6   r4   r   r8   )r6   r8   r   rP   rj   z^3$r   )r   rF   r   rG   rZ   rE   r   rL   r   rg   rx   r   r>   listr"   r#   r$   )r%   rA   cprB   result2rC   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 d|jd d df< |sU|d dk sGJ t|d j|d j d S t	
|| d S )Nr   r         @r6   )r   r1   rF   r   rE   shares_memory_valuesrg   r   r   r>   )r%   r&   float_string_framer   slicedoriginalr+   r+   r,   test_fancy_getitem_slice_mixed/  s   z4TestDataFrameIndexing.test_fancy_getitem_slice_mixedc                 C   s   t  }|jddg \}}|j|| }||| }|dd }t || t || | }d|j||< | }d|||< | }d|dd< t || t || d S )Nr7   rP   r   r   )r   makeTimeDataFramer   rg   r>   rE   )r%   rA   startendrB   r  rC   r+   r+   r,   "test_getitem_setitem_non_ix_labelsF  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 )Nr4   r3   r   r/   rq   )
r   rF   r   rG   rg   r   rx   r   r>   r:   )r%   rA   rsxpr+   r+   r,   test_ix_multi_takeZ  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 Nr7   )rg   r:   r   )r%   r&   fr   coltsr@   r+   r+   r,   test_getitem_fancy_scalarf  s   
z/TestDataFrameIndexing.test_getitem_fancy_scalarc                 C   s   |}|  }|j}t|jD ]1\}}|| }|jd d d D ] }|j|}	tj }
|
|j	|	|f< |
|||f< t
|| qqd S r  )rE   rg   	enumerater:   r   get_locrF   r   rG   r   r   r>   )r%   r&   r  rC   r   jr  r  r@   ivalr+   r+   r,   test_setitem_fancy_scalarp  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 )NrU   r   r9   )FTFTr7   rP   rq      r   r3   r   )rg   rx   r   r>   r   r:   )r%   r&   r  r   rC   rB   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 )NrT   r           rq   rU   r3   )rE   rL   rg   r   r   r:   r   r>   )r%   r&   framerC   rL   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/   r6   r!  )r3   r   r/   )r   rg   r   r   r>   r:   )r%   r&   rB   rC   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 )NrT   rj   r/   r   )rg   r   r>   rE   )r%   r&   r   rB   rC   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 )	Nr4   r3   r   FTr   r/   r7   )	r   rF   r   rG   r   rg   r   r>   rE   )r%   rA   k1k2rB   rC   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sKJ |jdd }|d
dg}t|| t	|d	ksgJ |jdd	 }|j
dd	 }t|| d|jdd	< |dd	 }|dk  sJ 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 sw   Y  tjt|d |j
dd dk}W d    n	1 sw   Y  |j s)J |j
dd |j
dd kj s=J | }d|j
dd< |j
dd dkj sWJ |j
dd |j
dd kj skJ |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 sJ d S )N)r   r3   r4   r6   r7   r7   r   r   r6   )r   r3   r4   r6   F)check_index_typer3   r  r   r/   r   )r   r         @r   r   zPcannot do positional indexing on Index with these indexers \[1.0\] of type floatr   r   g?)r   r-  r   r   g
ףp=
@)r   r   rF   r   rG   rg   rx   r   r>   r   r   r   r"   r#   r   rE   
_slice_msgrL   )r%   using_array_managerr   rA   rB   rC   r\   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d< t|jd rAJ |d jtjksKJ |jd t
ksTJ tj|jd< t|jd scJ tj|jdd d f< t|jdd d f  r|J d S )Nr7   r4   )r   r   rn   r}   e)rR   r   r   rq   20010102	timestampr   datetime64[ns])rR   r   r   r3  r   )r   r3  )rn   r3  r}   rn   )r   rF   r   rG   r   r   r   r1   r   rX   r   rg   r   r   rl   r   rh   r+   r+   r,   )test_setitem_single_column_mixed_datetime*  s(   
"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< d|jd< 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   abr8   r   r   r   r   )r/   r   r8  r9  r3   r4   r6  z2013-01-01T00:00:00r7  z2014-01-01T00:00:00r6   r7   r   )r   r   r  rZ   pdNaTrg   rF   r   
datetime64r   r>   )r%   rC   rA   rT   r+   r+   r,   test_setitem_mixed_datetimeI  s.   




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 Nr3   rT   rU   )rg   r   rL   r   r   r%   r&   piecerB   rC   r+   r+   r,   test_setitem_frame_floatf  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   r3   rT   rU   rq   )rE   r   r   slicerg   r   r   rL   r%   r  r  rE  r*   r+   r+   r,   test_setitem_frame_mixedm  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   r3   rR   r   rT   rU   rq   )	rE   r   r  r   rG  rg   r   r   rL   rH  r+   r+   r,   'test_setitem_frame_mixed_rows_unalignedy  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 )Nr3   rT   rC  rU   )	rE   rg   r   rG  rF   rl   r   r   rL   rH  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 rB  )rE   rg   r   rG  rL   r   r   rH  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}| }|jd d ddgf d |jd d ddgf< |jddgd}|d7 }|d |d< t|| d S )	N)r/   r3   rR   )r4   r6   r   rT   rU   r   r9   rT   rU         ?r   )r   rE   rg   rx   r   r>   )r%   rA   r  rC   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 rB  )rg   r   r:   rL   r   r   rD  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 )
Nr7   r4   rR   rR   r   r   r   r   rR   r3   r   r6   r   )	r   rF   r   rG   rg   r   r>   r   rX   rh   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 )
Nr7   r4   rQ  r   r   r3   r6   r/   r   )r   rF   r   rG   rg   r   r   r>   )r%   rA   rB   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$w   Y  d}tjt|d d|j|< W d    d S 1 sCw   Y  d S )Nr   r2   z7: boolean label can not be used without a boolean indexr   z.cannot use a single bool to index into setitemr   )r   r"   r#   r$   rg   )r%   rT  rA   messager\   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/   rS   r7   r   gGz?i  r   r<  r   re   )r   r1   r   intrF   r   rg   r   r   r   r   r   rX   )r%   r&   rB   rA   rC   r+   r+   r,   "test_single_element_ix_dont_upcast  s   
z8TestDataFrameIndexing.test_single_element_ix_dont_upcastc                 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 )NrP   r6   r   r   r3   r   r/   r   r7  r/   r3   r6   r8   )r   rF   r   rG   rZ   r   rg   r   rX   rG  r>   rx   r   r%   rA   rB   r   rC   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  }d|j	d d df< |sTd|j	d d df< d|j
dd< t|d |d sTJ t|d | d S )	NrP   r6   r   r   r3   r   r   r$  )r   rF   r   rG   rZ   rE   r   rG  r	  rg   r
  r   rX   )r%   r   requestrA   r  subsetexp_colr+   r+   r,   test_iloc_row_slice_view   s   z.TestDataFrameIndexing.test_iloc_row_slice_viewc                 C   s   t tjddtdddd}|jd d df }|jd d df }t|| |jd d df }|jd d df }t|| |jd d t	ddf }|jd d dd	f }t
|| |jd d g d
f }|j|jg d
 d}t
|| d S )Nr6   rP   r   r   r3   r9   r/   r   r7  rY  )r   rF   r   rG   rZ   r   rg   r   rX   rG  r>   rx   r:   rZ  r+   r+   r,   test_iloc_col  s   z#TestDataFrameIndexing.test_iloc_colc                 C   s   t tjddtdddd}| }|jd d tddf }|sT|sTt|d j	|d j	s1J d|j
d d df< |d dk sDJ t|d j	|d j	sRJ d S |rdt|d j	|d j	sdJ d|d< |d dk srJ t|| d S )	Nr6   rP   r   r   r3   r9   r   r$  )r   rF   r   rG   rZ   rE   r   rG  r	  r
  rg   r   r   r>   )r%   r/  r   rA   r  r]  r+   r+   r,   test_iloc_col_slice_view)  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dayr7   )r  r  )rg   itemr   rT   rU   rq   )FFFFFTr8   )r   r   r   r   r8   r8   )r   r   r   r   r   r   )rT   rU   r   )	r   r   insertr   rF   r   rg   r   r>   )r%   trangerA   bool_idxrC   r+   r+   r,   test_loc_duplicatesB  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
2015-01-01r4   utc)periodstzdatesre   )r/   r   r3   )r   r/   r3   )r   r   r   r   rX   rg   )r%   columnrA   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/   )hours20130101r6   rk  r   m8[ns]r0   rT   r3   rU   r4   r   r   r7   rS   r?  r   r8   rj   r  GHztimedelta64[ns]r4  ABCDEFGH)r   r   r   rF   r   rg   r   timedelta64r@  r   r   r1   r  r   rX   )r%   one_hourrA   rB   rC   r+   r+   r,   ,test_loc_setitem_datetimelike_with_inferencej  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/   r3   r4   r6   r9  g333333?)r   r/   )r{  r/   )r|  r/   )rz  r6   testrR   z1not supported between instances|unorderable typesr   )
r   rF   rl   rE   rg   r   r>   r"   r#   r   )r%   rA   r  rC   r\   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 )Nr8  r9  r   r/   rn   names)r/   r/   r3   r3   )r4   r4   r6   r6   r  re   r   rG  r   r3   )levelscodesr  r4   r6   )r8  r   r   )r   from_productr   r   r"   r#   r   rZ   rg   rG  r   r>   r   rX   )r%   midgr   r:   rC   rB   ra   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r4   r6   r7   r9   r   rN  )r   rF   r   r>  IntervalIndexfrom_breaksr   r   r   rX   rg   )r%   rA   rC   rN   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   )r:   r1   )r3   )r3   r3   r:  r   )r   rt   rF   zerosrg   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 )NrT   r2   Int64r0   rj   )r   rE   rL   rg   r   r>   r>  corearraysPandasArrayr   )r%   rA   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/   r0   r   )r   rF   r   rt   
empty_liker   r+   r+   r,   ,test_getitem_segfault_with_empty_like_object  s   zBTestDataFrameIndexing.test_getitem_segfault_with_empty_like_objectnullM8[ns]rs  c                 C   s  t dg di|d}|d }|j}dg d}tjt|d ||d< W d    n1 s.w   Y  tjt|d ||g|d d< W d    n1 sMw   Y  tjt|d ||d< W d    n1 shw   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 sMw   Y  d S )NrT   r2   r0   |)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   r3   r   r   rU   )r   r
  joinr"   r#   r   r   rE   )r%   r  any_numeric_ea_dtyperA   serr   r\   r  r+   r+   r,   .test_setting_mismatched_na_into_nullable_fails  sL   

$zDTestDataFrameIndexing.test_setting_mismatched_na_into_nullable_failsc                 C   sL   t dgtg ddd}d|jd< t ddgitdgddd}t|| d S )Nr   r   re   r   r/   r   r   )r   r   rg   r   r>   r   r+   r+   r,   +test_loc_expand_empty_frame_keep_index_name$  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 )Nr}   r   r  r   rR   r2   r   r   r   from_tuplesrg   r   r>   r   r+   r+   r,   +test_loc_expand_empty_frame_keep_midx_names+  s   
zATestDataFrameIndexing.test_loc_expand_empty_frame_keep_midx_namesr  r8  r/   idxrr   c                 C   s   t dddgi}t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/   r3   r   r   )r   r   rv   rg   rF   rl   r>   )r%   r  r  rA   rC   r+   r+   r,   test_loc_setitem_rhs_frame7  s   (z0TestDataFrameIndexing.test_loc_setitem_rhs_framec                 C   s~   t ddgd}| }|d d  }td  tjddgtjd|jd d df< W d    n1 s2w   Y  t|| d S )Nr   r   r9   r/   r3   r0   r   )	r   rE   r   rv   rF   r   r   r   r>   )r%   rA   rC   viewr+   r+   r,   $test_iloc_setitem_enlarge_no_warningA  s   $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   )bool_colr   r   r3   idx1idx2r  r   r  r4   rn   r   r   r   r   r   )r   r   from_arraysrg   r   r   rX   )r%   rA   r@   rB   rC   r+   r+   r,   (test_loc_internals_not_updated_correctlyK  s"   

z>TestDataFrameIndexing.test_loc_internals_not_updated_correctlyNc                 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   stringr0   r   r   rn   r   r   r>  NAr   r>   r%   r  rA   rC   r+   r+   r,    test_iloc_setitem_string_list_nab  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 r  r  r  r+   r+   r,   test_iloc_setitem_string_naj  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   r2   r  r0   r7   r   )r7   r7   r7   r   )r%   r  rA   rC   r+   r+   r,   /test_iloc_setitem_ea_null_slice_length_one_listr  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 )NrT   rU   r   firstsecondr  r   Indexerr   r   )r  r  )rT   r   )rT   r   )
r   r   r  r   r   r  rg   r  r   r>   )r%   rA   indexer_tupler  rB   rC   r+   r+   r,   test_loc_named_tuple_for_midxz  s   z3TestDataFrameIndexing.test_loc_named_tuple_for_midxr~   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>  	Timedeltarg   r   r>   )r%   r  r~   rA   rC   r+   r+   r,   test_set_2d_casting_date_to_int  s    z5TestDataFrameIndexing.test_set_2d_casting_date_to_intra   c                 C   sZ   d}t i |t|t|d}| }|ddg |j|dg ddgf< t|| d S )Nr   r=  r8  r9  T)r   rZ   rE   rg   r   r>   )r%   r  nrA   rC   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   r9   )r   rE   r   rv   rg   r>   )r%   rA   rC   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/   r3   r4   r6   r7   r8   r!  r   	   r   r/   r  r0   r7   r8   r   )r   r   r   r   r>   rL   )r%   rA   r~   row_indexerrB   rC   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  r0   zcannot convertr   )	r   r   r>  r  r"   r#   rY   r   rL   )r%   rA   r~   r\   r+   r+   r,   #test_iloc_ea_series_indexer_with_na  s   "z9TestDataFrameIndexing.test_iloc_ea_series_indexer_with_na)Tr1   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)TTFFr0   )TFTFr   r   r  rn   )r/   r3   r4   r6   r   r/   r3   TF)ra   r1   )r   r  r   r   r   maybe_produces_warningr	   
isinstancetuplerg   r   r>   )r%   r1   r~   midxrA   rB   rC   r+   r+   r,   test_loc_bool_multiindex  s   z.TestDataFrameIndexing.test_loc_bool_multiindexrj  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   )rj  TF)r   update)deepr  r   )r   r   r   rE   rg   r   r>   )r%   rj  r~   rA   rC   	update_dfr+   r+   r,   2test_loc_datetime_assignment_dtype_does_not_change  s   zHTestDataFrameIndexing.test_loc_datetime_assignment_dtype_does_not_changezindexer, idxr3   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 )Nrc   rd   r   r0   r/   r3   )r   rF   rl   rt   r   r>   )r%   r~   r@   rA   r  rC   r+   r+   r,   "test_setitem_value_coercing_dtypes  s
   $$z8TestDataFrameIndexing.test_setitem_value_coercing_dtypes)e__name__
__module____qualname__r-   rD   rO   rQ   r^   ri   r   r   r"   markparametrizer   r   r   r   r   r   r   r   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+  r0  r5  rA  rF  rI  rJ  rK  rL  rO  rP  rR  rS  rV  rX  r[  r_  r`  ra  ri  ro  ry  r~  r  r  r  r  r  r>  r?  to_numpyr  r  r  r  r  r  r  r  r  r  r   rF   r   r  r  r  r  r  r  r  r   r  r  r   rg   r   r  r+   r+   r+   r,   r   *   s    		;"


.4*




	W

	
.
1
	



	
r   c                   @   s   e Zd Zdd ZdS )TestDataFrameIndexingUInt64c              	   C   s   |}|d  d}d|jvsJ ||d< t|d t|dd d|jvs'J d|d< ||d< t|d t|dd |d= | }tj|jd< tj|jd< |d }tt	|tg d	dd t|j
ttd
tdtdgg dd d S )NrT   rR   r   re   r   r  r/   r3   rU   r   uint64OrM  r   )renamer:   r   rX   r   rE   r>  r?  r   r   r   rF   r1   )r%   uint64_framerA   r@   r  rB   r+   r+   r,   r     s,   z(TestDataFrameIndexingUInt64.test_setitemN)r  r  r  r   r+   r+   r+   r,   r    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/   r3   2000rr  z1 DayrM  r   )axisr  r  rs  )r   r   r>  timedelta_rangerg   r  rL   r   r  r   xs_mgr_rebuild_blknos_and_blklocsfast_xsr   blocksblknosr1   iget)r/  rA   r  mgrr   blkr  r+   r+   r,   /test_object_casting_indexing_wraps_datetimelike  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/   catsrL   r   r   r   r   )r%   r  r@   rL   r  r+   r+   r,   r  A  s
   z$TestLocILocDataFrameCategorical.origc                 C   r  )	Nr   r   r   r   r   r   r   r   r   r  r  )r/   r/   r3   r/   r/   r/   r/   r  r   r  )r%   cats1r  values1exp_single_rowr+   r+   r,   r  I  
   z.TestLocILocDataFrameCategorical.exp_single_rowc                 C   r  )	Nr   r   r   r   r   r   r   r   r   r  r  )r/   r/   r3   r3   r/   r/   r/   r  r   r  )r%   cats2r  values2exp_multi_rowr+   r+   r,   r   R  s
   z-TestLocILocDataFrameCategorical.exp_multi_rowc                 C   r  )	Nr  r   r   r  r  r  r  r   r  )r%   cats3idx3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%   cats4idx4values4exp_single_cats_valuer+   r+   r,   r  e  s   
z5TestLocILocDataFrameCategorical.exp_single_cats_valuer~   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 )Nr3   r6   r  r   r   r   rn   )	rE   rG  r   rg   r>   r"   r#   r   msg1)r%   r  r   r~   rA   r*   r+   r+   r,   #test_loc_iloc_setitem_list_of_listsp  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)r3   r   r3   r   r   r   rn   )rE   r   rg   atr   r:   r>   r"   r#   r   r	  )r%   r  r  r~   rA   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   )rE   r   r   rg   r:   r>   )r%   r  r  r~   rA   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 )Nr3   r   r   rn   )	rE   r   rg   r   r>   r"   r#   r   r	  )r%   r  r  r~   rA   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 )Nr3   r6   r   r  r   r   r   r  bbabcr   cc)rE   rG  r   rg   r:   r   r>   r  r"   r#   r   msg2)	r%   r  r  r~   rA   r*   compatsemi_compat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 )	Nr3   r6   r   r  r   r   r   rn   )
rE   rG  r   rg   r:   r>   r"   r#   r   r	  )r%   r  r  r~   rA   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 )N2012r4   rr  r   r2   r   )r   rs   rt   r   r   r1   r   getitem)r%   r~   r@   rA   r  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  r  )r[   r   r   r  )r%   rA   rC   rB   r+   r+   r,    test_loc_on_multiindex_one_level  s   

z@TestLocILocDataFrameCategorical.test_loc_on_multiindex_one_levelN)r  r  r  r"   fixturer  r  r   r  r  r  r  r   rg   r   r
  r  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/   r3   r4   r6   r   r   r9   as an indexer is not supportedr   r   r"   r#   r   rg   r%   r*   rA   r+   r+   r,   $test_getitem_dict_and_set_deprecated     "z;TestDeprecatedIndexers.test_getitem_dict_and_set_deprecatedr3   r  c                 C   sf   t ddgddggddgtddgd	}tjtd
d |j|  W d    d S 1 s,w   Y  d S Nr/   r3   r4   r6   r   r   r  r  r   r   r   r   r   r  r"   r#   r   rg   r"  r+   r+   r,   /test_getitem_dict_and_set_deprecated_multiindex     "zFTestDeprecatedIndexers.test_getitem_dict_and_set_deprecated_multiindexc                 C   sZ   t ddgddggddgd}tjtdd	 d|j|< W d    d S 1 s&w   Y  d S r  r!  r"  r+   r+   r,   $test_setitem_dict_and_set_disallowed!  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_multiindex*  r(  zFTestDeprecatedIndexers.test_setitem_dict_and_set_disallowed_multiindexN)
r  r  r  r"   r  r  r#  r'  r)  r*  r+   r+   r+   r,   r    s>    2



2

r  ).collectionsr   r   r   decimalr   rH   numpyrF   r"   pandas._libsr   pandas.errorsr   r	   r
   pandas.util._test_decoratorsutil_test_decoratorsr  pandas.core.dtypes.commonr   pandasr>  r   r   r   r   r   r   r   r   r   r   r   pandas._testing_testingr   r.  r   r  r  r	  r  r  r  r+   r+   r+   r,   <module>   sB    4           R + C