o
    _~#g@                    @   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$d?d@ Z%e j!dAdB Z&dCdD Z'e j!dEdF Z(dGdH Z)dIdJ Z*dKdL Z+dMdN Z,dOdP Z-dQdR Z.dSdT Z/dUdV Z0dWdX Z1dYdZ Z2d[d\ Z3d]d^ Z4d_d` Z5dadb Z6dcdd Z7ejdedfdggdhdi Z8djdk Z9dldm Z:dndo Z;dpdq Z<drds Z=dtdu Z>dvdw Z?dxdy Z@dzd{ ZAd|d} ZBd~d ZCdd ZDdd ZEdd ZFdd ZGejHdejdeIjJeIjJKdeIjJKdgdd ZLdd ZMdd ZNejddddgfdddgfgdd ZOe j!dd ZPdd ZQejdddgeIjReIjRggdd ZSejddeIjRgdd ZTejdeUeVeWjXgdd ZYdd ZZejddgdgejdi ddigdd Z[ejdi ddigdd Z\dd Z]dd Z^dd Z_ejddfdgejde`dgdd Zaejddgdfgejdddggdd ZbejdecjddfecjedfgddÄ ZfdS )TestDataFrameIndexingc                 C   s   |d d }t |jdksJ | D ]\}}t |jdks J t|j|j q|j D ]\}}|| d us:J q.d|vsAJ tjtdd |d  W d    d S 1 sXw   Y  d S )N   randommatch)	lenindexitemstmassert_index_equal_seriespytestraisesKeyError)selffloat_framesl_serieskey r+   /var/www/static.ux5.de/https/Moving-Object-Detection-with-OpenCV/env/lib/python3.10/site-packages/pandas/tests/frame/indexing/test_indexing.pytest_getitem+   s   
"z"TestDataFrameIndexing.test_getitemc                 C   sl   |}t g d|d}tg dg dg|d}|d }tddgdd	ggt ddg|dd}tj||d
d d S )N   r   r/   dtyper/                  columnsr/   r4   r6   r8   Tcheck_exactr   r   r   assert_frame_equal)r%   any_numeric_dtyper1   idxdfresultexpectedr+   r+   r,   6test_getitem_numeric_should_not_fallback_to_positional<   s   $zLTestDataFrameIndexing.test_getitem_numeric_should_not_fallback_to_positionalc                 C   s   |  }tj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 )Nr3   z$10z@awesome_domainz'df["$10"]'r   z	df["$10"])copynpr   default_rngstandard_normalr   r"   r#   r$   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/   )rQ   r3   rQ   )rQ   r7   rQ   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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   r4   tt1tt2)r   r:   r1   r/   r3   )r1   name012rb   )	r   r[   intlocr   r   r:   r   rY   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 )NrQ   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   r    r"   r#   rZ   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bifwrp   r+   rq   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/   rT   int32E1Fint64F1r   float64r6   r3   )rU   rV   CDrT   r   r   r   r   r4   )
rE   ru   dtypesr   rF   r1   r   rY   rh   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reshaperh   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 )Nr3   r7   r7   )rU   rV   r   r   rT   r9   r   r/   )	rF   r   rG   rH   r   rE   r   assert_almost_equalrM   )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/   rU   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 )	Nr3   )r6   r4   )r/   rQ   r   rT   r2   rs   rk   r/   rQ   )r   rF   r   rG   rH   ilocrh   r   r   r>   r   ri   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	@      @)      $   (   )rQ      +   "   )r   rQ   r      )rnar     r9   r   r4   r   r/   r   r   r   r>   ri   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 )NrU   z6'DataFrame' object has no attribute 'NONEXISTENT_NAME'r   )r   rY   rU   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/   rQ   r   r7   )r   r[   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
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 )NrU   r3   col5   r   r   rb   col6FrW   col9r7   col7gQ	@col0rS   col8zC\nA value is trying to be set on a copy of a slice from a DataFramerd   re   col10r   string)r   rF   ravelcolumn_stackrM   rn   r   r   r   rY   r   rG   rH   r   r"   r#   r
   r1   object_)
r%   r&   using_copy_on_writewarn_copy_on_writeusing_infer_stringr)   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   rn   r   r   r>   rh   r%   rA   rC   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 )Nr6   rU   r   rk   r/   r7   r3   r4   z;Must pass DataFrame or 2-d ndarray with boolean values onlyr   rs   )rE   rM   r   r   ry   r   rF   putmaskr"   r#   	TypeErrorabsrn   r   r:   r>   )	r%   r&   rA   rM   r)   r]   df_origmaskrC   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   rV   barrS         @	somethingr3   )
ru   r1   rF   r   r   r   
issubclasstypeintegerr   )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brp   )rV   r   r4   r   rV   r3   	beginningrU   rS   rT   r   r   date      @r/   r   r   r   r   rd   re   3	coercible)r   rF   r   r   r:   r   nowr   rM   r1   r   r   r   r   )r%   r&   r   rA   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      r3   r   )titlecruftr   r   r   r   )r/   r   )r/   r   )rF   r   rG   r   r   rh   )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 |rZ|d	 jd
ksXJ d S |d	 jtjksdJ d S )Nr4   rs   c                 S   s   g | ]}t d qS )r/   r   )ro   r(   r+   r+   r,   
<listcomp>  s    z<TestDataFrameIndexing.test_setitem_ambig.<locals>.<listcomp>r   )rS   bzrbazr   r/   r3   r   )	r   r[   r   rF   onesr   r:   r1   r   )r%   r   r   coercable_series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 )NrU   rk   FrW   )rF   rn   r   rY   r   rh   )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   )112233)111222333r   r   )r   rE   r   rh   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   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 )Nr3   rQ   r7      )
r   rF   r   rG   rH   r   rn   r   rM   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 )Nr3   r  r   r   r   r6   rQ   r4   r   r8   )r6   r8   r  rQ   r7   rk   z^3$r   )r   rF   r   rG   rH   r[   rE   r   rM   r   rh   ry   r   r>   listr"   r#   r$   )r%   rA   cprB   result2rC   df2r+   r+   r,   ,test_getitem_setitem_integer_slice_keyerrors$  s*   *"zBTestDataFrameIndexing.test_getitem_setitem_integer_slice_keyerrorsc                 C   s   |j d d dd f }|d jtjksJ | }|j d d dd f }t|d j|d js2J t| d|j	d d df< W d    n1 sKw   Y  |sj|d dk
 s\J t|d j|d j d S t|| d S )Nr   r         @r6   )r   r1   rF   r   rE   shares_memory_valuesr   assert_cow_warningrh   r   r>   )r%   r&   float_string_framer   r   slicedoriginalr+   r+   r,   test_fancy_getitem_slice_mixedA  s   z4TestDataFrameIndexing.test_fancy_getitem_slice_mixedc                 C   s   t tdtdddd}|jddg \}}|j|| }||| }|dd }t|| t|| | }d|j||< | }d|||< | }d|dd< t|| t|| d S )	Nr   z
2020-01-01periodsr   r7   rQ   r   r   )r   r[   r   r   rh   r   r>   rE   )r%   rA   startendrB   r  rC   r+   r+   r,   "test_getitem_setitem_non_ix_labelsY  s   z8TestDataFrameIndexing.test_getitem_setitem_non_ix_labelsc                 C   s   t tjdd}|j|jdkd d f }|dg}t	|| t tjdd}|j|jdk|j
dkf }|jdgdgd}t	|| d S )Nr3   r4   r3   r   r/   rs   )r   rF   r   rG   rH   rh   r   ry   r   r>   r:   )r%   rA   rsxpr+   r+   r,   test_ix_multi_takem  s   z(TestDataFrameIndexing.test_ix_multi_takec                 C   sP   |}|j }|jD ]}|| }|jd d d D ]}|||f || ks$J qqd S )Nr7   )rh   r:   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 )Nr7   r3   )rE   rh   	enumerater:   r   get_locrF   r   rG   rH   r   r   r>   )
r%   r&   r  rC   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 )NrV   r   r9   )FTFTr7   rQ   rs      r   r3   r   )rh   ry   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 )NrU   r           rs   rV   r3   )rE   rM   rh   r   r   r:   r   r>   )r%   r&   framerC   rM   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   rh   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 )NrU   rk   r/   r   )rh   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 )	Nr3   r  r   FTr   r/   r7   )
r   rF   r   rG   rH   r   rh   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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   r3   r4   r6   r7   r3   r   r   r   r6   )r   r3   r4   r6   r7   F)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   r2  r   r   g
ףp=
@)r   r   rF   r   rG   rH   rh   ry   r   r>   r   r   rw   FutureWarningr"   r#   r   rE   
_slice_msgrM   r   )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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 )Nr3   r7   r4   )r   r   rp   r~   e)rS   r   r   rs   20010102	timestampr   r4   zdatetime64[s])rS   r   r   r:  r   %Setting an item of incompatible dtyper   )r   r:  )rp   r:  r~   rp   )r   rF   r   rG   rH   r   r   r   r1   r   rY   rw   r3  r   rh   r   r   rn   r   ri   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   abr8   r   r   r   r   r;  r   )r/   r   r?  r@  r3   r4   r=  z2013-01-01T00:00:00r>  z2014-01-01T00:00:00r6   r7   r   )r   r   r  r[   pdNaTrh   r   rw   r3  rF   r   
datetime64r>   )r%   rC   rA   rU   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 Nr3   rU   rV   )rh   r   rM   r   r   r%   r&   piecerB   rC   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   r3   rU   rV   rs   )rE   r   r   slicerh   r   r   rM   r%   r  r  rL  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   r3   rS   r   rU   rV   rs   )	rE   r   r  r   rN  rh   r   r   rM   rO  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 )Nr3   rU   rJ  rV   )	rE   rh   r   rN  rF   rn   r   r   rM   rO  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 rI  )rE   rh   r   rN  rM   r   r   rO  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/   r3   rS   )r4   r6   r   rU   rV   r   r9   incompatible dtyper   rU   rV         ?r   )r   rE   r   rw   r3  rh   ry   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 rI  )rh   r   r:   rM   r   r   rK  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 )
Nr3   r7  rS   rS   r   r   r   r   rS   r   r6   r   r4   )
r   rF   r   rG   rH   rh   r   r>   r   rY   ri   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 )	Nr3   r7  rY  r   r   r6   r/   r   )	r   rF   r   rG   rH   rh   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$w   Y  d}tjt|d d|j|< W d    d S 1 sCw   Y  d S )Nr   r2   z7: boolean label can not be used without a boolean indexr   z.cannot use a single bool to index into setitemr   )r   r"   r#   r$   rh   )r%   r\  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/   rT   r7   r   gGz?i  r   rC  r   rf   )r   r1   r   rg   rF   r   rh   r   r   r   r   r   rY   )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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   rQ   r6   r   r   r3   r   zcallable with ilocr   c                 S      dS Nrl   r+   r(   r+   r+   r,   <lambda>      zMTestDataFrameIndexing.test_iloc_callable_tuple_return_value.<locals>.<lambda>r/   c                 S   r`  ra  r+   rb  r+   r+   r,   rc    rd  )	r   rF   r   r   r[   r   rw   r3  r   )r%   rA   r]   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 )Nr3   rQ   r6   r   r   r   r/   r6   r  r>  r/   r3   r6   r8   )r   rF   r   rG   rH   r[   r   rh   r   rY   rN  r>   ry   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  }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 )	Nr3   rf  r   r   r   r6   r  r)  )r   rF   r   rG   rH   r[   rE   r   rN  r  r   r  rh   r  rY   )r%   r   r   rA   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 )Nr3   r6   rQ   r   r   r9   r/   r6   r  r>  rg  )r   rF   r   rG   rH   r[   r   rh   r   rY   rN  r>   ry   r:   rh  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 )	Nr3   rm  r   r   r9   r6   r  r)  )r   rF   r   rG   rH   r[   rE   r   rN  r  r  r   r  rh   r   r>   )r%   r5  r   r   rA   r  rj  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dayr7   )r  r  )rh   itemr   rU   rV   rs   )FFFFFTr8   )r   r   r   r   r8   r8   )r   r   r   r   r   r   rU   rV   r   )	r   r   insertr   rF   r   rh   r   r>   )r%   trangerA   bool_idxrC   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
2015-01-01r4   utc)r  tzdatesrf   )r/   r   r3   )r   r/   r3   )r   r   r   r   rY   rh   )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   r  r   m8[ns]r0   rU   r3   rV   r4   r   r   r7   rT   rF  r   r8   rk   r
  GHztimedelta64[ns]zdatetime64[ns]ABCDEFGH)r   r   r   rF   r   rh   r   timedelta64rG  r   r   r1   r  r   rY   )r%   one_hourrA   rB   rC   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/   r3   r4   r6   r@  g333333?)r   r/   )r  r/   )r  r/   )r  r6   testrS   z1not supported between instances|unorderable typesr   )
r   rF   rn   rE   rh   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 )Nr?  r@  r   r/   rp   names)r/   r/   r3   r3   )r4   r4   r6   r6   r#  rf   r   rN  r   r3   )levelscodesr  r4   r6   )r?  r   r   )r   from_productr   r   r"   r#   r   r[   rh   rN  r   r>   r   rY   )r%   midgr   r:   rC   rB   rb   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   rV  )r   rF   r   rE  IntervalIndexfrom_breaksr   r   r   rY   rh   )r%   rA   rC   rO   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   rA  r   )r   rv   rF   zerosrh   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 )NrU   r2   Int64r0   rk   )r   rE   rM   rh   r   r>   rE  corearraysNumpyExtensionArrayr   )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   rv   
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]r  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 )NrU   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   rV   )r   rE   r  joinr"   r#   r   r   )r%   r  any_numeric_ea_dtyperA   serr   r]   r  r+   r+   r,   .test_setting_mismatched_na_into_nullable_fails&  sL   

$zDTestDataFrameIndexing.test_setting_mismatched_na_into_nullable_failsc                 C   sL   t dgtg ddd}d|jd< t ddgitdgddd}t|| d S )Nr   r   rf   r   r/   r   r   )r   r   rh   r   r>   r   r+   r+   r,   +test_loc_expand_empty_frame_keep_index_name[  s   
zATestDataFrameIndexing.test_loc_expand_empty_frame_keep_index_namec                 C   sX   t dgtjg g ddd}d|jd< t ddgitjdgg ddd}t|| d S )Nr~   r   r  r   rS   r2   r   r   r   from_tuplesrh   r   r>   r   r+   r+   r,   +test_loc_expand_empty_frame_keep_midx_namesb  s   
zATestDataFrameIndexing.test_loc_expand_empty_frame_keep_midx_namesz	val, idxr)r?  r   r?  r   )r/   r   r/   c                 C   s   t dddgi}tjtdd t d|dgiddgd|jd d |f< W d    n1 s-w   Y  t dtj|gi}t|| d S )Nr   r/   r3   r;  r   r   r   )r   r   rw   r3  rh   rF   rn   r>   )r%   idxrr$  rA   rC   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   r9   r/   r3   r0   r   )r   rE   rF   r   r   r   r   r>   )r%   r   rA   rC   viewr+   r+   r,   $test_iloc_setitem_enlarge_no_warning  s
   "z:TestDataFrameIndexing.test_iloc_setitem_enlarge_no_warningc                 C   s   t ddddtjddgddggddgdd	}d
g}d|d< d|j|df< |j|df  |j|ddgf  d|j|df< |j|df }tdtjdgdggddgddd }}t|| d S )NTr/   r   )bool_colr   r   r3   idx1idx2r  r   r  r4   rp   r   r   r   r   r   )r   r   from_arraysrh   r   r   rY   )r%   rA   r@   rB   rC   r+   r+   r,   (test_loc_internals_not_updated_correctly  s"   

z>TestDataFrameIndexing.test_loc_internals_not_updated_correctlyr$  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   r0   r   r   rp   r   r   rE  NAr   r>   r%   r$  rA   rC   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 r  r  r  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   r2   r  r0   r7   r   )r7   r7   r7   r   )r%   r  rA   rC   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 )NrU   rV   r   firstsecondr  r   Indexerr   r   )r  r  )rU   r   )rU   r   )
r   r   r  r   r   r  rh   r  r   r>   )r%   rA   indexer_tupler  rB   rC   r+   r+   r,   test_loc_named_tuple_for_midx  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   rE  	Timedeltarh   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_intrb   c                 C   sZ   d}t i |t|t|d}| }|ddg |j|dg ddgf< t|| d S )Nr   rD  r?  r@  T)r   r[   rE   rh   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   rw   rh   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>   rM   )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   rE  r  r"   r#   rZ   r   rM   )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  rp   )r/   r3   r4   r6   r   r/   r3   TF)rb   r1   )r   r  r   r   r   maybe_produces_warningr	   
isinstancetuplerh   r   r>   )r%   r1   r   midxrA   rB   rC   r+   r+   r,   test_loc_bool_multiindex   s   z.TestDataFrameIndexing.test_loc_bool_multiindexry  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   )ry  TF)r   update)deepr  r   )r   r   r   rE   rh   r   r>   )r%   ry  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 )Nrd   re   r   r0   r/   r3   )r   rF   rn   rv   r   r>   )r%   r   r@   rA   r  rC   r+   r+   r,   "test_setitem_value_coercing_dtypes'  s
   $$z8TestDataFrameIndexing.test_setitem_value_coercing_dtypes)g__name__
__module____qualname__r-   rD   rP   rR   r_   rj   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-  r0  r6  r<  rH  rM  rP  rQ  rR  rS  rW  rX  rZ  r[  r^  r_  re  ri  rl  rn  ro  rx  r}  r  r  r  r  r  r  r  filterwarningsrE  rF  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   rh   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 )Nr4   )l            l           l   
        rt  r0   rU   rS   r   rf   r   rU  r   r  r/   r3   rV   r   uint64OrT  r   )r   rF   r   r  renamer:   r   rY   r   rE   rw   r3  rE  rF  r   r   r   r1   )r%   rA   r@   r  rB   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/   r3   2000r  z1 DayrT  r   )axisr  r  r  )r   r   rE  timedelta_rangerh   r  rM   r   r  r   xs_mgr_rebuild_blknos_and_blklocsfast_xsr   blocksblknosr1   iget)r5  rA   r  mgrr   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/   catsrM   r   r   r   r   )r%   r  r@   rM   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/   r3   r/   r/   r/   r/   r  r   r  )r%   cats1r  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/   r3   r3   r/   r/   r/   r  r   r  )r%   cats2r  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%   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    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   rp   )	rE   rN  r   rh   r>   r"   r#   r   msg1)r%   r  r  r   rA   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)r3   r   r3   r   r   r   rp   )rE   r   rh   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   rh   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   rp   )	rE   r   rh   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   rN  r   rh   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   rp   )
rE   rN  r   rh   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   r  r   r2   r   )r   ru   rv   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_level9  s   

z@TestLocILocDataFrameCategorical.test_loc_on_multiindex_one_levelN)r  r  r  r"   fixturer  r  r  r  r  r  r  r   rh   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   rh   r%   r*   rA   r+   r+   r,   $test_getitem_dict_and_set_deprecatedG     "z;TestDeprecatedIndexers.test_getitem_dict_and_set_deprecatedr3   r  c                 C   sf   t ddgddggddgtddgd	}tjtd
d |j|  W d    d S 1 s,w   Y  d S Nr/   r3   r4   r6   r   r   r  r  r   r,  r   r   r   r  r"   r#   r   rh   r.  r+   r+   r,   /test_getitem_dict_and_set_deprecated_multiindexP     "zFTestDeprecatedIndexers.test_getitem_dict_and_set_deprecated_multiindexc                 C   sZ   t ddgddggddgd}tjtdd	 d|j|< W d    d S 1 s&w   Y  d S r+  r-  r.  r+   r+   r,   $test_setitem_dict_and_set_disallowede  r0  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 r1  r2  r.  r+   r+   r,   /test_setitem_dict_and_set_disallowed_multiindexn  r4  zFTestDeprecatedIndexers.test_setitem_dict_and_set_disallowed_multiindexN)
r  r  r  r"   r  r  r/  r3  r5  r6  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/   rd   r@  rD  c                 S   s   | S )Nr+   )r?  r+   r+   r,   rc    rd  z4test_adding_new_conditional_column.<locals>.<lambda>)r   rh   r   r>   )rA   rC   valuer+   r+   r,   "test_adding_new_conditional_column  s   r9  )r1   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/   r3   r4   r6   rA  future.infer_stringrd   r   rp   rn   r   r   )
r"   importorskipr   rE  option_contextrh   floatru   r   r>   )r1   r:  rA   rC   r+   r+   r,   .test_adding_new_conditional_column_with_string  s   
	 
rA  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=  Trd   r@  r;  r0   rD  r9   )r"   r>  r   rE  r?  rh   r   r   rv   r   r>   )rA   rC   r+   r+   r,    test_add_new_column_infer_string  s   
rB  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   )rI   rJ   rE   r   rw   r   rh   )r%   rA   invalidr   warnr]   orig_dfr+   r+   r,   _check_setitem_invalid  s   


"z,TestSetitemValidation._check_setitem_invalidy      ?       @Truerd   z1.0rF  r   r/   TFFNrD  r   r   c                 C   s(   t dg didd}| |||t d S )Nr   rI  r   r0   r   rG  r3  )r%   rD  r   rA   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   r2   r0   )r   r   rE  rF  rF   isnatr3  rG  )r%   rD  any_int_numpy_dtyper   rA   rE  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/   r3   Nr0   rJ  )r%   rD  float_numpy_dtyper   rA   r+   r+   r,   $test_setitem_validation_scalar_float  s   z:TestSetitemValidation.test_setitem_validation_scalar_float)r  r  r  rG  rE  rF  rF   rG  r  _invalid_scalarsrN  	_indexersr"   r  r  r   r   rK  rN  rP  r+   r+   r+   r,   rC    s,    "	rC  )r7  N)5collectionsr   r   r   decimalr   rI   numpyrF   r"   pandas._libsr   pandas.errorsr   r	   r
   pandas.util._test_decoratorsutil_test_decoratorsr  pandas.core.dtypes.commonr   pandasrE  r   r   r   r   r   r   r   r   r   r   r   pandas._testing_testingr   r4  r   r  r  r  r  r  r*  r9  r  r  rv   rA  rB  rC  r+   r+   r+   r,   <module>   sX    4            $+ C
>