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$d?d@ Z%e j!dAdB Z&dCdD Z'e j!dEdF Z(dGdH Z)dIdJ Z*dKdL Z+dMdN Z,dOdP Z-dQdR Z.dSdT Z/dUdV Z0dWdX Z1dYdZ Z2d[d\ Z3d]d^ Z4d_d` Z5dadb Z6dcdd Z7ejdedfdggdhdi Z8djdk Z9dldm Z:dndo Z;dpdq Z<drds Z=dtdu Z>dvdw Z?dxdy Z@dzd{ ZAd|d} ZBd~d ZCdd ZDdd ZEdd ZFejdeGjHeGjHIdeGjHIdgdd ZJdd ZKdd ZLejdddgejdddggdd ZMe j!dd ZNdd ZOejdddgeGjPeGjPggdd ZQejddeGjPgdd ZRejdeSeTeUjVgdd ZWdd ZXejddgdgejdi ddigdd ZYejdi ddigdd ZZdd Z[dd Z\dd Z]ejddfdgejde^dgdd Z_ejddgdfgejdddggdd Z`ejdeajbdfeajcdfgdd ZddS )TestDataFrameIndexingc                 C   s   |d d }t |jdksJ | D ]\}}t |jdks J t|j|js*J q|j D ]\}}|| d us<J q0d|vsCJ tjtdd |d  W d    d S 1 sZw   Y  d S )N   randommatch)	lenindexitemstmZequalContentsZ_seriespytestraisesKeyError)selffloat_framesl_serieskey r)   ]/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/frame/indexing/test_indexing.pytest_getitem+   s   
"z"TestDataFrameIndexing.test_getitemc                 C   sl   |}t g d|d}tg dg dg|d}|d }tddgdd	ggt ddg|dd}tj||d
d d S )N   r   r-   dtyper-                  columnsr-   r2   r4   r6   TZcheck_exactr   r   r   assert_frame_equal)r#   any_numeric_dtyper/   idxdfresultexpectedr)   r)   r*   6test_getitem_numeric_should_not_fallback_to_positional<   s   $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["$10"])copynpr   randnr   r    r!   r"   reescape__getitem__r   Zassert_numpy_array_equalvalues)r#   r$   r>   adresr)   r)   r*   test_getitem2E   s   z#TestDataFrameIndexing.test_getitem2c                 C   s`   |}t g d|d}tg dg dg|d}d|d< tg dg d	g|d}tj||d
d d S )Nr,   r.   r0   r3   r7   
   r-   )rL   r1   rL   )rL   r5   rL   Tr9   r:   )r#   r<   r/   r=   r>   r@   r)   r)   r*   6test_setitem_numeric_should_not_fallback_to_positionalR   s   zLTestDataFrameIndexing.test_setitem_numeric_should_not_fallback_to_positionalc                 C   s   d|d< |ddg }||ddg< t j|d |d dd t j|d |d dd d}tjt|d |ddg |dg< W d    n1 sEw   Y  tt|jd	 }d
t| dt| d}tjt|d ||d< W d    d S 1 sww   Y  d S )NfooEABFZcheck_namesz"Columns must be same length as keyr   r-   zLength of values \(z$\) does not match length of index \(z\))r   assert_series_equalr    r!   
ValueErrorranger   r   )r#   r$   datamsgZnewcolumndatar)   r)   r*   test_setitem_list[   s"   
"z'TestDataFrameIndexing.test_setitem_listc                 C   s   t dtdddgt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   r2   Ztt1Ztt2)r   r8   r/   r-   r1   )r/   name012rY   )
r   rU   rC   int_locr   r   r8   r   rS   r#   r>   r?   r@   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 )NrL   zItem wrong lengthr   zBoolean array expectedr   c                    s*   i | ]}|t  | d k | t jqS )r   )rC   wherenan).0crV   r)   r*   
<dictcomp>   s   * z>TestDataFrameIndexing.test_getitem_boolean.<locals>.<dictcomp>r   r8   r7   F)Zcheck_dtype)r   astypeobjectr   Zassert_index_equalr    r!   rT   r;   r   assert_produces_warningUserWarningreindexZ_get_numeric_datar   r8   r/   )r#   Zmixed_float_frameZmixed_int_framedatetime_framedindexerZindexer_objZsubindexZsubframeZsubframe_objr>   ZbifZbifwrf   r)   rg   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-   rO   Zint32E1Fint64F1r   float64r4   r1   )rP   rQ   CDrO   rs   rt   rv   r   r2   )
rB   rj   dtypesr   rC   r/   r   rS   r_   r   )r#   ro   r>   Zcastedr?   r@   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   r2   r4   )r   rC   arangeZreshaper_   r   r   r;   )r#   r}   r>   r?   r@   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 )Nr5   )rP   rQ   rx   ry   rO   r7   r   r-   )rC   r   rD   r   rB   r   assert_almost_equalrH   )r#   arrr>   r)   r)   r*   test_getitem_boolean_iadd   s
   z/TestDataFrameIndexing.test_getitem_boolean_iaddc                 C   s>   t tddgdgtg d}tg t}||  d||< d S )Nr   r-   rP   r8   r   )r   rC   emptyr   arraybool)r#   Zblahkr)   r)   r*   test_boolean_index_empty_corner   s   z5TestDataFrameIndexing.test_boolean_index_empty_cornerc                 C   s~   t tjddg dg dd}|jd d }|j|jd d  }t|| |jddg }|jt	ddg }t|| d S )	Nr4   r2   )r-   rL   rx   rO   r0   ri   rb   r-   rL   )
r   rC   r   rD   ilocr_   r   r   r;   r   r`   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	@      @)      $   (   )rL      +   "   )r   rL   r      )Zrnar     r7   r   r2   r   r-   r   r   r   r;   r`   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 )NrP   z6'DataFrame' object has no attribute 'NONEXISTENT_NAME'r   )r   rS   rP   r    r!   AttributeErrorZNONEXISTENT_NAME)r#   r$   rW   r)   r)   r*   test_getattr  s
   "z"TestDataFrameIndexing.test_getattrc                 C   s0   t dditdd}d|_|jdk sJ d S )Nfoobarr-   rL   rz   r5   )r   rU   r   allr#   r>   r)   r)   r*   test_setattr_column  s   z)TestDataFrameIndexing.test_setattr_columnc                 C   s  |d d d d }||d< d|v sJ t |dksJ t |dks#J tt|jtjgd f}t||jdd}t	|d | |d }||d< tj	||d dd	 tj
t |}||d
< |d
 |k sjJ d|d< |d dk sxJ d|d< |d dk sJ d|d< |d dk sJ |d d }d}|rddg|d< ntjt|d ddg|d< W d    n1 sw   Y  |d jtjksJ |d ddgk sJ d S )NrP   r1   Zcol5   r   r   rY   Zcol6FrR   Zcol9r5   Zcol7gQ	@Zcol0rN   Zcol8zC\nA value is trying to be set on a copy of a slice from a DataFramer[   r\   Zcol10r   )r   rC   ZravelZcolumn_stackrH   rd   r   r   r   rS   r   rD   r   r    r!   r
   r/   object_)r#   r$   using_copy_on_writer'   expr   ZsmallerrW   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   rC   rd   r   r   r;   r_   r#   r>   r@   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 )Nr4   rP   r   rb   r-   r5   r1   r2   z;Must pass DataFrame or 2-d ndarray with boolean values onlyr   ri   )rB   rH   r   r   rn   r   rC   Zputmaskr    r!   	TypeErrorabsrd   r   r8   r;   )	r#   r$   r>   rH   r'   rW   Zdf_origmaskr@   r)   r)   r*   test_setitem_booleanZ  sJ   
"
z*TestDataFrameIndexing.test_setitem_booleanc                 C   s  |d  d|d< |d jtjksJ d|d< |d jtjks!J tt||d< t|d jjtjs6J d|d< d|d< |d jtjksHJ d|d< d|d< |d jtj	ksZJ d|d< |d jtjkshJ d	|d< |d jtjksvJ d|d< |d jtj	ksJ d S )
Nry   i8r   rQ   barrN         @Z	somethingr1   )
rj   r/   rC   ru   r   r   
issubclasstypeintegerrw   r#   r$   r)   r)   r*   test_setitem_cast  s$   z'TestDataFrameIndexing.test_setitem_castc                 C   sz  t g dg ddtdd}|d= g d|d< d|v sJ t|jdks(J d|d	< d
|d< d|d< d|t < d|t < t |jd}d
|d	< d|d< t|jdksWJ |jj	tj
ks`J d|d< |d j	tjksnJ d|d< |d j	tjks|J d|d	< d|d	 d ksJ t tdd}d|d	< d|d
< |d
= d|d
< |d
 j	tj
ksJ g d|d< |d j	tj
ksJ d S )N)      ?       @      @abrf   )rQ   rx   r2   rz   rQ   r1   Z	beginningrP   rN   rO   r   ry   date      @r-   rx   r   r   r[   r\   3Z	coercible)r   rC   r   r   r8   r   nowr   rH   r/   r   ru   rw   )r#   r$   r>   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   )rC   r   r   r   r_   )r#   rV   r>   ixr)   r)   r*   test_setitem_corner2  s   
z*TestDataFrameIndexing.test_setitem_corner2c                 C   s   t tdtdd}tdd tdD tdd}tg dtdd}td|d< t|jdks3J ||d< t|jdks@J ||d	< t|jdksMJ |d	 jtjksWJ d S )
Nr2   ri   c                 S   s   g | ]}t d qS )r-   r   )re   r&   r)   r)   r*   
<listcomp>  s    z<TestDataFrameIndexing.test_setitem_ambig.<locals>.<listcomp>rz   )rN   bzrbazr   r-   r1   )	r   rU   r   rC   onesr   r8   r/   r   )r#   r   Zcoercable_seriesZ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 )NrP   rb   FrR   )r   rS   r   r_   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   )Z11Z22Z33)Z111Z222Z333r   r   )r   rB   r   r_   r   r   r   r;   r#   r>   r?   r)   r)   r*   &test_loc_setitem_boolean_mask_allfalse  s   z<TestDataFrameIndexing.test_loc_setitem_boolean_mask_allfalsec                 C   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 )NrL   r5      r1   )	r   rC   r   rD   r   rd   r   rH   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 )NrL   r5   r   r   r1   rz   r4   r2   r   r6   )r4   r6   r   rL   rb   z^3$r   )r   rC   r   rD   rU   rB   r   rH   r   r_   rn   r   r;   listr    r!   r"   )r#   r>   cpr?   result2r@   df2r)   r)   r*   ,test_getitem_setitem_integer_slice_keyerrors  s&   *"zBTestDataFrameIndexing.test_getitem_setitem_integer_slice_keyerrorsc                 C   s   |j d d dd f }|d jtjksJ | }|j d d dd f }t|d j|d js2J d|jd d df< |sU|d dk sGJ t|d j|d j d S t	
|| d S )Nry   rx         @r4   )r   r/   rC   rw   rB   shares_memory_valuesr_   r   r   r;   )r#   r$   float_string_framer   Z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 )Nr5   rL   r   r   )r   ZmakeTimeDataFramer   r_   r;   rB   )r#   r>   startendr?   r   r@   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 )Nr2   r1   r   r-   ri   )
r   rC   r   rD   r_   r   rn   r   r;   r8   )r#   r>   rsZ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$J qqd S Nr5   )r_   r8   r   )r#   r$   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   )rB   r_   	enumerater8   r   Zget_locrC   r   rD   r   r   r;   )r#   r$   r   r@   r   jr   r   r=   ivalr)   r)   r*   test_setitem_fancy_scalarp  s   
z/TestDataFrameIndexing.test_setitem_fancy_scalarc                 C   s  |}|j }|jddgd}|d d g df }t|| |j|jdd ddgd}||jdd g df }t|| |j|jd k}|j|j| d	}|| }t|| ||d d f }t|| |||jd
d  f }|j|j| ddgd}t|| d S )NrQ   ry   r7   )FTFTr5   rL   ri      rz   r1   rx   )r_   rn   r   r;   r   r8   )r#   r$   r   r   r@   r?   Zboolvecr)   r)   r*   test_getitem_fancy_boolean  s"   z0TestDataFrameIndexing.test_getitem_fancy_booleanc                 C   s   |  }|  }|j  }|d dk}d|j|< d||j< t||j|jd}t|| |  }|  }|j  }d|j|ddgf< d||jd df< t||j|jd}t|| d S )NrP   r           ri   rQ   r1   )rB   rH   r_   r   r   r8   r   r;   )r#   r$   framer@   rH   r   r)   r)   r*   test_setitem_fancy_boolean  s   



z0TestDataFrameIndexing.test_setitem_fancy_booleanc                 C   sp   |j g d }|j|jg d  }t|| |j d d g df }|jd d |jg d f }t|| d S )N)r-   r4   r   )r1   r   r-   )r   r_   r   r   r;   r8   )r#   r$   r?   r@   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 )NrP   rb   r-   r   )r_   r   r;   rB   )r#   r$   r   r?   r@   r   r)   r)   r*   'test_getitem_setitem_boolean_misaligned  s   


z=TestDataFrameIndexing.test_getitem_setitem_boolean_misalignedc                 C   s   t tjdd}tg d}tddg}|j||f }|jddgdgf }t|| | }d|jtg dtddgf< d|jddgdgf< t|| d S )	Nr2   r1   r~   FTr   r-   r5   )	r   rC   r   rD   r   r_   r   r;   rB   )r#   r>   Zk1Zk2r?   r@   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   r1   r2   r4   r5   r5   rz   r   r4   )r   r1   r2   r4   F)Zcheck_index_typer1   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   rC   r   rD   r_   rn   r   r;   r   r   r   r    r!   r   rB   
_slice_msgrH   )r#   using_array_managerr   r>   r?   r@   rW   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 )Nr5   r2   )r   r   rf   rp   e)rN   r   r   ri   Z20010102	timestamprw   datetime64[ns])rN   r   r   r   rz   )r   r   )rf   r   rp   rf   )r   rC   r   rD   r   r{   r   r/   r   rS   r   r_   r   r   rd   r   r`   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   abr6   r   r   r   r   )r-   r   r   r   r1   r2   r   z2013-01-01T00:00:00r   z2014-01-01T00:00:00r4   r5   r   )r   r   r   rU   pdNaTr_   rC   r   
datetime64r   r;   )r#   r@   r>   rP   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 Nr1   rP   rQ   )r_   r   rH   r   r   r#   r$   piecer?   r@   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   r1   rP   rQ   ri   )rB   r   r   slicer_   r   r   rH   r#   r   r   r  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   r1   rN   r   rP   rQ   ri   )	rB   r   r   r   r  r_   r   r   rH   r  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 )Nr1   rP   r
  rQ   )	rB   r_   r   r  rC   rd   r   r   rH   r  r)   r)   r*   &test_setitem_frame_mixed_key_unaligned  s   

,z<TestDataFrameIndexing.test_setitem_frame_mixed_key_unalignedc                 C   st   |  }|j|jd d ddgf }|jtdd  ddgf}|j|j|< t|j|jdd  ddgf j|j d S r	  )rB   r_   r   r  rH   r   r   r  r)   r)   r*    test_setitem_frame_mixed_ndarray  s
   ,z6TestDataFrameIndexing.test_setitem_frame_mixed_ndarrayc                 C   s   t g dg dgg dd}| }|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-   r1   rN   )r2   r4   r   rP   rQ   rx   r7   rP   rQ         ?rx   )r   rB   r_   rn   r   r;   )r#   r>   r   r@   r)   r)   r*   test_setitem_frame_upcast  s   ,z/TestDataFrameIndexing.test_setitem_frame_upcastc                 C   s   |j |jd d ddgf }|jdd  |_ddg|_||j |jdd  ddgf< |j |jdd  ddgf j}|j}t|| d S r	  )r_   r   r8   rH   r   r   r  r)   r)   r*   test_setitem_frame_align  s   
z.TestDataFrameIndexing.test_setitem_frame_alignc                 C   s   t tjddg dd}|jd }|d d }t|| |jd }|jddg }t|| |jd	 }|jd }t|| d S )
Nr5   r2   rN   rN   r   r   r   rz   rN   r1   r   r4   r   )	r   rC   r   rD   r_   r   r;   r   rS   r`   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 )
Nr5   r2   r  rz   r   r1   r4   r-   r   )r   rC   r   rD   r_   r   r   r;   )r#   r>   r?   r   r)   r)   r*   +test_getitem_ix_boolean_duplicates_multiple  s   zATestDataFrameIndexing.test_getitem_ix_boolean_duplicates_multiple
bool_valueTFc                 C   s   t dg di}| d}tjt|d |j|  W d    n1 s$w   Y  d}tjt|d d|j|< W d    d S 1 sCw   Y  d S )Nr   r0   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"   r_   )r#   r  r>   messagerW   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-   rO   r5   r   gGz?i  r   r  r   r]   )r   r/   r   intrC   r   r_   r   r   r   r   r   rS   )r#   r$   r?   r>   r@   r)   r)   r*   "test_single_element_ix_dont_upcast  s   
z8TestDataFrameIndexing.test_single_element_ix_dont_upcastc                 C   s   t tjddtdddd}|jd }|jd }t|| |jd }|jd }t|| |jt	dd }|jdd	 }t
|| |jg d
 }||jg d
 }t
|| d S )NrL   r4   r   r   r1   rz   r-   r   r   r-   r1   r4   r6   )r   rC   r   rD   rU   r   r_   r   rS   r  r;   rn   r   r#   r>   r?   r   r@   r)   r)   r*   test_iloc_row  s   



z#TestDataFrameIndexing.test_iloc_rowc                 C   s   t tjddtdddd}| }|jtdd }t|d |d s'J |d  }d|j	d d df< |sTd|j	d d df< d|j
dd< t|d |d sTJ t|d | d S )	NrL   r4   r   r   r1   rz   r   r   )r   rC   r   rD   rU   rB   r   r  r   r_   r   r   rS   )r#   r   requestr>   r   subsetZexp_colr)   r)   r*   test_iloc_row_slice_view   s   z.TestDataFrameIndexing.test_iloc_row_slice_viewc                 C   s   t tjddtdddd}|jd d df }|jd d df }t|| |jd d df }|jd d df }t|| |jd d t	ddf }|jd d dd	f }t
|| |jd d g d
f }|j|jg d
 d}t
|| d S )Nr4   rL   r   r   r1   r7   r-   r   r   r   )r   rC   r   rD   rU   r   r_   r   rS   r  r;   rn   r8   r!  r)   r)   r*   test_iloc_col  s   z#TestDataFrameIndexing.test_iloc_colc                 C   s   t tjddtdddd}| }|jd d tddf }|sT|sTt|d j	|d j	s1J d|j
d d df< |d dk sDJ t|d j	|d j	sRJ d S |rdt|d j	|d j	sdJ d|d< |d dk srJ t|| d S )	Nr4   rL   r   r   r1   r7   r   r   )r   rC   r   rD   rU   rB   r   r  r   r   r_   r   r   r;   )r#   r   r   r>   r   r$  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dayr5   )r   r   )r_   itemr   rP   rQ   ri   )FFFFFTr6   )r   r   r   r   r6   r6   )r   r   r   r   r   r   )rP   rQ   rz   )	r   r   insertr   rC   r   r_   r   r;   )r#   Ztranger>   Zbool_idxr@   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
2015-01-01r2   utc)periodstzdatesr]   )r-   r   r1   )r   r-   r1   )r   r   r   r   rS   r_   )r#   columnr>   r)   r)   r*   4test_setitem_with_unaligned_tz_aware_datetime_column]  s   zJTestDataFrameIndexing.test_setitem_with_unaligned_tz_aware_datetime_columnc                 C   s  t dd}ttdddd}tjd| gd dd|d	< tjd
| gd dd|jd d df< tjd| gd dd|j|jd d df< tjd| gd dd|jd d df< tjd| gd dd|j|jd d df< td|d< tjd| gd dd|j|jd d df< tddd|j|jd d df< td|d< |j	}t
tdgd tdgd
  tdd}t|| d S )Nr-   )hoursZ20130101r4   r/  rz   m8[ns]r.   rP   r1   rQ   r2   rx   ry   r5   rO   r  rt   r6   rb   r   GHztimedelta64[ns]r   ZABCDEFGH)r   r   r   rC   r   r_   r   Ztimedelta64r  r{   r   r/   r   r   rS   )r#   Zone_hourr>   r?   r@   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-   r1   r2   r4   r   g333333?)r   r-   )r;  r-   )r<  r-   )r:  r4   testrN   z1not supported between instances|unorderable typesr   )
r   rC   rd   rB   r_   r   r;   r    r!   r   )r#   r>   r   r@   rW   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-   rf   names)r-   r-   r1   r1   )r2   r2   r4   r4   r   r]   r   r  r   r1   )Zlevelscodesr@  r2   r4   )r   r   r   )r   from_productr   r   r    r!   r   rU   r_   r  r   r;   r   rS   )r#   midgr   r8   r@   r?   rY   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r2   r4   r5   r7   r   r  )r   rC   r   r  ZIntervalIndexZfrom_breaksr   r   r   rS   r_   )r#   r>   r@   rJ   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   )r8   r/   )r1   )r1   r1   r  r   )r   rk   rC   Zzerosr_   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 )NrP   r0   Int64r.   rb   )r   rB   rH   r_   r   r;   r  coreZarraysZPandasArrayr   )r#   r>   origr)   r)   r*   $test_iloc_setitem_nullable_2d_values  s   ", z:TestDataFrameIndexing.test_iloc_setitem_nullable_2d_valuesc                 C   s2   t tjdtd}t|d |d< |dg  d S )Nr-   r-   r.   r   )r   rC   r   rk   Z
empty_liker   r)   r)   r*   ,test_getitem_segfault_with_empty_like_object  s   zBTestDataFrameIndexing.test_getitem_segfault_with_empty_like_objectnullM8[ns]r6  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 )NrP   r0   r.   |)z@timedelta64\[ns\] cannot be converted to (Floating|Integer)Dtypez?datetime64\[ns\] cannot be converted to (Floating|Integer)Dtypez 'values' contains non-numeric NAz1Invalid value '.*' for dtype (U?Int|Float)\d{1,2}r   r   r1   r   r   rQ   )r   r   joinr    r!   r   r   rB   )r#   rO  Zany_numeric_ea_dtyper>   serr   rW   r   r)   r)   r*   .test_setting_mismatched_na_into_nullable_fails  sL   

$zDTestDataFrameIndexing.test_setting_mismatched_na_into_nullable_failsc                 C   sL   t dgtg ddd}d|jd< t ddgitdgddd}t|| d S )Nr   r   r]   r   r-   r   rz   )r   r   r_   r   r;   r   r)   r)   r*   +test_loc_expand_empty_frame_keep_index_name$  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 )Nrp   r   r?  r   rN   r0   rz   r   r   from_tuplesr_   r   r;   r   r)   r)   r*   +test_loc_expand_empty_frame_keep_midx_names+  s   
zATestDataFrameIndexing.test_loc_expand_empty_frame_keep_midx_namesr   r   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-   r1   r   rz   )r   r   rl   r_   rC   rd   r;   )r#   rZ  r   r>   r@   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   r7   r-   r1   r.   r   )	r   rB   r   rl   rC   r   rw   r   r;   )r#   r>   r@   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   )Zbool_colr   r   r1   idx1idx2r?  rz   rM  r2   rf   r   r   r   r   r   )r   r   from_arraysr_   r   r   rS   )r#   r>   r=   r?   r@   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   stringr.   r   r   rf   r   r   r  NAr   r;   r#   r   r>   r@   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 rb  rd  rf  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   r0   rI  r.   r5   r   )r5   r5   r5   r   )r#   ri  r>   r@   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 )NrP   rQ   r   firstsecondr?  rz   ZIndexerr   r   )rk  rl  )rP   r   )rP   r   )
r   r   rB  r   r   r@  r_   rX  r   r;   )r#   r>   Zindexer_tuplerZ  r?   r@   r)   r)   r*   test_loc_named_tuple_for_midxz  s   z3TestDataFrameIndexing.test_loc_named_tuple_for_midxrq   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  	Timedeltar_   r   r;   )r#   r   rq   r>   r@   r)   r)   r*   test_set_2d_casting_date_to_int  s    z5TestDataFrameIndexing.test_set_2d_casting_date_to_intrY   c                 C   sZ   d}t i |t|t|d}| }|ddg |j|dg ddgf< t|| d S )Nr   r  r   r   T)r   rU   rB   r_   r   r;   )r#   r   nr>   r@   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   r7   )r   rB   r   rl   r_   r;   )r#   r>   r@   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-   r1   r2   r4   r5   r6   r   r   	   r   r-   rI  r.   r5   r6   rz   )r   r   r   r   r;   rH   )r#   r>   rq   Zrow_indexerr?   r@   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 )Nru  rv  r   rI  r.   zcannot convertr   )	r   r   r  re  r    r!   rT   r   rH   )r#   r>   rq   rW   r)   r)   r*   #test_iloc_ea_series_indexer_with_na  s   "z9TestDataFrameIndexing.test_iloc_ea_series_indexer_with_na)Tr/   booleanc                 C   s   t jtg d|dtg d|dgddgd}tdg di|d	}ttt|t |j	| }W d    n1 s:w   Y  tdd
dgit
ddgd|dd	}t|| d S )N)TTFFr.   )TFTFr   r   r?  rf   )r-   r1   r2   r4   rz   r-   r1   TF)rY   r/   )r   r`  r   r   r   Zmaybe_produces_warningr	   
isinstancetupler_   r   r;   )r#   r/   rq   Zmidxr>   r?   r@   r)   r)   r*   test_loc_bool_multiindex  s   z.TestDataFrameIndexing.test_loc_bool_multiindexr.  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   )r.  TF)r   update)deepr~  r   )r   r   r   rB   r_   r   r;   )r#   r.  rq   r>   r@   Z	update_dfr)   r)   r*   2test_loc_datetime_assignment_dtype_does_not_change  s   zHTestDataFrameIndexing.test_loc_datetime_assignment_dtype_does_not_changezindexer, idxr1   c                 C   s   t dtjgdtjgdtjggtd}t dtjgdtjgg}|||d |d d f< t dtjgdtjgdtjggtd}t|| d S )Nr[   r\   r   r.   r-   r1   )r   rC   rd   rk   r   r;   )r#   rq   r=   r>   rs  r@   r)   r)   r*   "test_setitem_value_coercing_dtypes  s
   $$z8TestDataFrameIndexing.test_setitem_value_coercing_dtypes)e__name__
__module____qualname__r+   rA   rK   rM   rX   ra   rr   r|   r    markparametrizer   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   tdZskip_array_manager_invalid_testr   r   r   r   r   r   r   r   r   r   r   r   r  r  r  r  r  r  r  r  r  r  r  r  r"  r%  r&  r'  r-  r3  r9  r>  rE  rG  rH  rL  rN  r  r  Zto_numpyrU  rV  rY  r[  r]  ra  re  rg  rh  r   r   rC   r   rj  rm  rp  rr  rt  rx  ry  r   r}  r  r   r_   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 )NrP   rN   rx   r]   ry   rM  r-   r1   rQ   r~   Zuint64Or  rz   )renamer8   r   rS   r   rB   r  r  r   r   r{   rC   r/   )r#   Zuint64_framer>   r=   r   r?   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-   r1   2000r5  z1 Dayr  r   )ZaxisrP  rR  r6  )r   r   r  Ztimedelta_ranger_   r{  rH   r   ro  r   ZxsZ_mgrZ_rebuild_blknos_and_blklocsZfast_xsr   blocksZblknosr/   iget)r   r>   rT  Zmgrr   Z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mrq  r-   r-   r-   r-   r-   r-   r-   catsrH   rz   r   r   r   )r#   r  r=   rH   rK  r)   r)   r*   rK  A  s
   z$TestLocILocDataFrameCategorical.origc                 C   r  )	Nr   r   r   r   r   r   r   r   r   r  r  )r-   r-   r1   r-   r-   r-   r-   r  rz   r  )r#   Zcats1r^  Z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-   r1   r1   r-   r-   r-   r  rz   r  )r#   Zcats2r_  Zvalues2exp_multi_rowr)   r)   r*   r  R  s
   z-TestLocILocDataFrameCategorical.exp_multi_rowc                 C   r  )	Nr  r   r   r  r  r  r  rz   r  )r#   Zcats3Zidx3Zvalues3exp_parts_cats_colr)   r)   r*   r  \  r  z2TestLocILocDataFrameCategorical.exp_parts_cats_colc                 C   r  )	Nr  r   r   r  r  r  r  rz   r  )r#   Zcats4Zidx4Zvalues4exp_single_cats_valuer)   r)   r*   r  e  s   
z5TestLocILocDataFrameCategorical.exp_single_cats_valuerq   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 )Nr1   r4   r   r   r   r   rf   )	rB   r  r   r_   r;   r    r!   r   msg1)r#   rK  r  rq   r>   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)r1   r   r1   r   r   r   rf   )rB   r   r_   atr   r8   r;   r    r!   r   r  )r#   rK  r  rq   r>   r(   r)   r)   r*   7test_loc_iloc_at_iat_setitem_single_value_in_categories  s   "zWTestLocILocDataFrameCategorical.test_loc_iloc_at_iat_setitem_single_value_in_categoriesc                 C   sJ   |  }|jdk}d}|tju r|j| }d||||f< t|| d S )Nr   r   r   )rB   r   r   r_   r8   r;   )r#   rK  r  rq   r>   r   r(   r)   r)   r*   5test_loc_iloc_setitem_mask_single_value_in_categories  s   


zUTestLocILocDataFrameCategorical.test_loc_iloc_setitem_mask_single_value_in_categoriesc                 C   s   |  }d}|tju r|jd }ddg|||d d f< t|| tjttd ddg|||d d f< W d    d S 1 sAw   Y  d S )Nr1   r   r   rf   )	rB   r   r_   r   r;   r    r!   r   r  )r#   rK  r  rq   r>   r(   r)   r)   r*   2test_loc_iloc_setitem_full_row_non_categorical_rhs  s   

"zRTestLocILocDataFrameCategorical.test_loc_iloc_setitem_full_row_non_categorical_rhsc           	      C   s  |  }tdddf}|tju rtdd|jd f}tddgddgd}||||< t|| ttd	td
d}tj	t
td ||||< W d    n1 sRw   Y  ttdtd
d}tj	t
td ||||< W d    d S 1 szw   Y  d S )Nr1   r4   r   r   r   r   r   r  Zbbabcr   cc)rB   r  r   r_   r8   r   r;   r   r    r!   r   msg2)	r#   rK  r  rq   r>   r(   compatZsemi_compatZincompatr)   r)   r*   1test_loc_iloc_setitem_partial_col_categorical_rhs  s   
"zQTestLocILocDataFrameCategorical.test_loc_iloc_setitem_partial_col_categorical_rhsc                 C   s   |  }tdddf}|tju rtdd|jd f}ddg|||< t|| tjtt	d ddg|||< W d    d S 1 sCw   Y  d S )	Nr1   r4   r   r   r   r   r   rf   )
rB   r  r   r_   r8   r;   r    r!   r   r  )r#   rK  r  rq   r>   r(   r)   r)   r*   )test_loc_iloc_setitem_non_categorical_rhs  s   
"zITestLocILocDataFrameCategorical.test_loc_iloc_setitem_non_categorical_rhsc                 C   sv   t dddt}tdg di|d}|jjtksJ |tju r'||d }n
||d d df }|jjtks9J d S )NZ2012r2   r5  r   r0   rz   )r   rj   rk   r   r   r/   r   getitem)r#   rq   r=   r>   rT  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   rk  r?  )rV   r   r   rW  )r#   r>   r@   r?   r)   r)   r*    test_loc_on_multiindex_one_level  s   

z@TestLocILocDataFrameCategorical.test_loc_on_multiindex_one_levelN)r  r  r  r    ZfixturerK  r  r  r  r  r  r  r   r_   r   r  r  Ziatr  r  r  r  r  r  r  r  r)   r)   r)   r*   r  @  s4    


	









r  c                   @   s,  e Zd Zejddhddidhdfddidfddhfdddifgdd Zejddhddidhdfdfddidfdfddhfdddifgdd	 Zejddhddidhdfddidfddhfdddifgd
d Zejddhddidhdfdfddidfdfddhfdddifgdd Z	dS )TestDeprecatedIndexersr(   r-   r   c                 C   sZ   t ddgddggddgd}tjtdd	 |j|  W d    d S 1 s&w   Y  d S 
Nr-   r1   r2   r4   r   r   r7   as an indexer is not supportedr   r   r    r!   r   r_   r#   r(   r>   r)   r)   r*   $test_getitem_dict_and_set_deprecated     "z;TestDeprecatedIndexers.test_getitem_dict_and_set_deprecatedr1   r  c                 C   sf   t ddgddggddgtddgd	}tjtd
d |j|  W d    d S 1 s,w   Y  d S Nr-   r1   r2   r4   r   r   r  rF  r   r  r   r   r   rX  r    r!   r   r_   r  r)   r)   r*   /test_getitem_dict_and_set_deprecated_multiindex     "zFTestDeprecatedIndexers.test_getitem_dict_and_set_deprecated_multiindexc                 C   sZ   t ddgddggddgd}tjtdd	 d|j|< W d    d S 1 s&w   Y  d S r  r  r  r)   r)   r*   $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   rE   numpyrC   r    Zpandas._libsr   Zpandas.errorsr   r	   r
   Zpandas.util._test_decoratorsutilZ_test_decoratorsr  Zpandas.core.dtypes.commonr   Zpandasr  r   r   r   r   r   r   r   r   r   r   r   Zpandas._testingZ_testingr   r   r   r  r  r  r  r  r  r)   r)   r)   r*   <module>   sB    4           R + C