o
    5cG                     @   s@  d dl m Z  d dlZd dlZd dlm  mZ d dlm	Z
 d dlmZmZmZ d dlmZmZmZmZ d dlZd dlmZmZmZmZmZmZmZmZmZmZm Z m!Z!m"Z"m#Z#m$Z$m%Z% d dl&m'Z( d dl)m*Z* d dl+m,Z, G d	d
 d
Z-G dd dZ.G dd dZ/G dd dZ0G dd dZ1G dd dZ2G dd dZ3dS )    )datetimeN)	_registry)is_categorical_dtypeis_interval_dtypeis_object_dtype)CategoricalDtypeDatetimeTZDtypeIntervalDtypePeriodDtype)Categorical	DataFrameDatetimeIndexIndexIntervalIntervalIndex
MultiIndexNaTPeriodPeriodIndexSeries	Timestampcut
date_rangenotnaperiod_range)SparseArray)BDayc                   @   sF  e Zd Zdd Zejdg d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ejded ed!fed"d#d$ed%d&fed'd(d)ed(d)fgd*d+ Zejd,d-d. ejD d/d0g d1d2 Zd3d4 Zejd5g d6d7d8 Zejd5g d6d9d: Z d;d< Z!d=d> Z"d?d@ Z#ejdg dAdBdC Z$ejdDdEdEggdFdG Z%dHdI Z&dJdK Z'ejdLg dMg dNgdOdP Z(dQdR Z)dSdT Z*dUdV Z+dWdX Z,dYdZ Z-ejd[g d\g d]d^fg d_g d]d^fg d`g d]d^fg dag dbdcfg ddg dedffg dgg dedhfgdidj Z.dkdl Z/ejdmg dndoe0g dpg dpg dpgg dndqfdrdsgdodtge0g dug dvg dwgg dndqfg dxe1j2g dye1j3dze0g dyg dyg dygg dxdqfg d{g dyg d|g d}ge0g d~g dg dgg dndqfg de1j2g dyg d|g d}ge1j3dze0g dg dg dgg dndqfddrge0dodtgddgddggddrgdqe0g dg dg dgg dxdqfgdd Z4dd Z5dd Z6dd Z7dd Z8dd Z9dd Z:e;j<dd Z=ejdi ddigdd Z>dd Z?dd Z@dS )TestDataFrameSetItemc                 C   sv   G dd dt }dg}t|}tddgi|d}d|d< d	||d
< tddgddg|d
d	gi|d}t|| d S )Nc                   @   s   e Zd ZdS )z@TestDataFrameSetItem.test_setitem_str_subclass.<locals>.mystringN)__name__
__module____qualname__ r!   r!   ^/var/www/html/gps/gps/lib/python3.10/site-packages/pandas/tests/frame/indexing/test_setitem.pymystring1   s    r#   z2020-10-22 01:21:00+00:00a   index   b   c)strr   r   tmassert_equal)selfr#   datar'   dfexpectedr!   r!   r"   test_setitem_str_subclass/   s   "z.TestDataFrameSetItem.test_setitem_str_subclassdtype)int32int64uint32uint64float32float64c                 C   s:   t jt|}t j||d||< || jj|ksJ d S )Nr4   )nprandomrandnlenarrayr4   name)r/   r4   float_framearrr!   r!   r"   test_setitem_dtype<   s   z'TestDataFrameSetItem.test_setitem_dtypec                 C   s8   t jt|d}||ddg< t|ddg j| d S )Nr(   AB)r<   r=   r>   r?   r-   assert_almost_equalvalues)r/   rB   r0   r!   r!   r"   test_setitem_list_not_dataframeE   s   z4TestDataFrameSetItem.test_setitem_list_not_dataframec              	   C   s  t g dg ddtg dddd}tg dtg d	ddd
d}d}tjt|d# tjtdd ||d< W d    n1 sBw   Y  W d    n1 sQw   Y  t t	j
dddg dd}d}tjt|d |ddg |d< W d    d S 1 sw   Y  d S )Nr%   r(   r*   )def)barbazr$   r)   r+   foorA   r&   )ghij)r$   r)   r+   r$   fizr'   rA   z/cannot reindex on an axis with duplicate labelsmatchz
non-uniquenewcolr   r(   )   r\   r$   r)   r+   rK   columnszDCannot set a DataFrame with multiple columns to the single column grr)   r+   gr)r   r   r   pytestraises
ValueErrorr-   assert_produces_warningFutureWarningr<   r=   randintgroupbycount)r/   r1   sermsgr!   r!   r"   test_setitem_error_msmgsJ   s*   
"z-TestDataFrameSetItem.test_setitem_error_msmgsc                 C   sh   d}d}t t|d}tj|}t|D ]}|||< qt t||||t|d}t|| d S )N
      r&   )	r   ranger<   r=   r>   repeatreshaper-   assert_frame_equal)r/   NKr1   new_colrU   r2   r!   r!   r"   test_setitem_benchmarkb   s   
 z+TestDataFrameSetItem.test_setitem_benchmarkc                 C   sB  t tjddtdg dd}|dd|d  |dd	|d
  |d d|d< |j}tt	dgd t	dg g dd}t
|| |d d|d< |j}tt	dgd t	dgd  g dd}t
|| |d d|d< |j}tt	dgd t	dgd  t	dg g dd}t
|| d S )Nrm   r*   )r+   r)   r$   r'   r_   r   rQ   r$   r(   rN   r+   r9   xr:   )rQ   r+   rN   r)   r$   rw   r&   r\   r5   y)rQ   r+   rN   r)   r$   rw   rx   )r   r<   r=   r>   arangeinsertastypedtypesr   r4   r-   assert_series_equalr/   r1   resultr2   r!   r!   r"   test_setitem_different_dtypem   s4   *z1TestDataFrameSetItem.test_setitem_different_dtypec                 C   sL   t g dd}|j|d< g d|d< t dg dig dd}t|| d S )NrE   rF   Cr&   Xrw   rx   z)r0   r'   )r   r'   r-   rq   r/   r1   expr!   r!   r"   test_setitem_empty_columns   s
   
z/TestDataFrameSetItem.test_setitem_empty_columnsc                 C   sF   t dddd}ttt|d}||d< |d jtdks!J d S )Nz1/1/2000 00:00:00z1/1/2000 1:59:5010s)freqr&   rE   M8[ns])r   r   r<   ry   r?   r4   )r/   rngr1   r!   r!   r"   %test_setitem_dt64_index_empty_columns   s   z:TestDataFrameSetItem.test_setitem_dt64_index_empty_columnsc                 C   sR   t tdd}tddd|d< t tdddggd g ddgd}t|| d S )	Nr*   r&   20130101UTCtznowr   r%   r(   rv   )r   rn   r   r-   rq   r/   r1   r2   r!   r!   r"   $test_setitem_timestamp_empty_columns   s   z9TestDataFrameSetItem.test_setitem_timestamp_empty_columnsc                 C   s|   t g dg d}ttddgd}dt| dt| d}tjt|d	 ||d
< W d    d S 1 s7w   Y  d S )N)r   r%   r%   r   r%   r(   rP   rl   rN   r^   zLength of values \(z$\) does not match length of index \(z\)rY   rQ   )r   
from_codesr   rn   r?   ra   rb   rc   )r/   catr1   rj   r!   r!   r"   2test_setitem_wrong_length_categorical_dtype_raises   s   
"zGTestDataFrameSetItem.test_setitem_wrong_length_categorical_dtype_raisesc                 C   sJ   t g dg dd}tg d}||d< t|dd}t|d | d S )NrP         ?       @      @c_1n_1r   r   r%   
new_columnrR   )r   r   r   r-   r}   )r/   r1   sp_arrayr2   r!   r!   r"   test_setitem_with_sparse_value   s
   z3TestDataFrameSetItem.test_setitem_with_sparse_valuec                 C   s^   t g dg dd}ttg dg dd}||d< ttg ddd	}t|d | d S )
NrP   r   r   r   )r(   r%   r   r&   r   )r%   r   r   rR   )r   r   r   r-   r}   )r/   r1   	sp_seriesr2   r!   r!   r"   (test_setitem_with_unaligned_sparse_value   s
   z=TestDataFrameSetItem.test_setitem_with_unaligned_sparse_valuec                 C   s8   t ddg}tg }||d< td|i}t|| d S )Nz2003-12Dr$   )r   r   r-   rq   )r/   r0   r   r2   r!   r!   r"   #test_setitem_period_preserves_dtype   s
   z8TestDataFrameSetItem.test_setitem_period_preserves_dtypec                 C   s   t tg dddtg dtdtg dtdtg dddd}t tg ddtg tdtg tdtg ddd}tg dD ]\}}t|t|t|t|d|j|jd < q@t	
|| d S )Nr   r6   r;   rJ   r7   r]   r   )r   r   float	enumerateintr<   r7   locshaper-   rq   )r/   r2   r1   idxr)   r!   r!   r"   "test_setitem_dict_preserves_dtypes   s*   



z7TestDataFrameSetItem.test_setitem_dict_preserves_dtypesz	obj,dtypez2020-01Mr   rm   )leftrightr6   r   z
2011-01-01z
US/Easternr   c                 C   sH   t g dt|gd |dd}t dg di}||d< t|| d S )NrJ   r*   r;   )r   objr   r   r   r   r-   rq   )r/   r   r4   r2   r1   r!   r!   r"   test_setitem_extension_types   s    z1TestDataFrameSetItem.test_setitem_extension_typesea_namec                 C   s   g | ]}t |jts|jqS r!   )
isinstancerA   property).0r4   r!   r!   r"   
<listcomp>  s    
zTestDataFrameSetItem.<listcomp>zdatetime64[ns, UTC]z	period[D]c                 C   s8   t dg}dg||< t ddg|dgi}t|| d S )Nr   r%   r   r-   rq   )r/   r   r   r2   r!   r!   r"   test_setitem_with_ea_name   s   

z.TestDataFrameSetItem.test_setitem_with_ea_namec                 C   s   t jddgdd}t| }||d< tdd gdd gddd}t|| t jddgdd}||d< tdd gdd gddd}t|| d S )	Nr%   natdatetime64[ns]r;   new)r   r   zdatetime64[s]g    eA)r<   r@   r   to_framer   r-   rq   )r/   data_nsr   r2   data_sr!   r!   r"   6test_setitem_dt64_ndarray_with_NaT_and_diff_time_units  s   zKTestDataFrameSetItem.test_setitem_dt64_ndarray_with_NaT_and_diff_time_unitsunit)rT   msmsr   r   Yc                 C   s   d}t d| d}t j|t jd|}|d}tdt |it |d}|||< || jt dks9J || j|k sDJ d S )	Nd   M8[]r;   r   intsr&   r   	r<   r4   ry   r6   viewr{   r   rH   allr/   r   nr4   valsex_valsr1   r!   r!   r"   -test_frame_setitem_datetime64_col_other_units   s   
zBTestDataFrameSetItem.test_frame_setitem_datetime64_col_other_unitsc                 C   s   d}t d| d}t j|t jd|}|d}tdt |it |d}t j|t jdd|d	< ||d	< |d	 j|k sEJ d S )
Nr   r   r   r;   r   r   r&   r   datesr   r   r!   r!   r"   6test_frame_setitem_existing_datetime64_col_other_units0  s   
zKTestDataFrameSetItem.test_frame_setitem_existing_datetime64_col_other_unitsc           
      C   s  |}|d  d}||d< t|d t|dd d|d< ||d< t|d t|dd |d= |jjd }|jjd }t|| |jj}|jj}|d u sXt	|t	|ksXJ |
 }t|jd< t|jd	< |d }	tt|	tg d
dd t|j|j d S )NrF   rQ   r   rR   r   r%   r(   )r%   r%   r%   r(   )TFT)renamer-   r}   r   _mgrarraysassert_extension_array_equal_databaseidcopyr   ilocr   r|   )
r/   timezone_framer1   r   v1v2v1basev2basedf2r   r!   r!   r"   test_setitem_dt64tzA  s(   

z(TestDataFrameSetItem.test_setitem_dt64tzc                 C   s   t dddd}ttjdd|d}||d< t|d }tj||dd	 |jdks+J |jdks2J |	 
d}t|jtsAJ t|j| d S )
Nz1/1/2000rm   r'   )periodsrA   r*   r&   r   Fcheck_names)r   r   r<   r=   r>   r   r-   assert_index_equalrA   reset_index	set_indexr   r'   r   )r/   r   r1   rsr!   r!   r"   test_setitem_periodindex`  s   z-TestDataFrameSetItem.test_setitem_periodindexc                 C   s   t g dg dd}tddgddgddgg}||ddg< t g dg dg d	g d
d}|d |j|d< |d |j|d< |d j|jksNJ |d j|jksXJ t|| d S )N)onetwothreerJ   r$   r)   r%   r*   rm   r+   rK   r%   r*   rm   r%   r%   r%   r]   )r   r<   r@   r{   r4   r-   rq   r/   r1   rC   r2   r!   r!   r"   'test_setitem_complete_column_with_arrayn  s   z<TestDataFrameSetItem.test_setitem_complete_column_with_array)f8i8u8c                 C   sl   t g d|d}ttjdd|d}g d|d< t g dtd}|dkr-t g d	td}t|j| d S )
NrJ   r;   r*   r^   rP   F)r%   r(   r*   Fr   )r   r   r   F)	r   r   r<   r=   r>   objectr-   r   r_   )r/   r4   colsr1   expected_colsr!   r!   r"   $test_setitem_bool_with_numeric_index  s   z9TestDataFrameSetItem.test_setitem_bool_with_numeric_indexindexerrF   c                 C   sb   t ddgd}t dddgi}|||< t tjgd ddgd}|d d|d< t|| d S )NrE   rF   r^   r%   r(   rE   rF   r   )r   r<   nanr{   r-   rq   )r/   r   r1   otherr2   r!   r!   r"   #test_setitem_frame_length_0_str_key  s   z8TestDataFrameSetItem.test_setitem_frame_length_0_str_keyc              	   C   s"  |rt nd }d}g dd }ttd|d}d|jd< tj||d d	|jd d d
f< W d    n1 s6w   Y  d|d< tg dtjddtjddgtjddtjddggdd}|rr||_|d 	d|d< |d
 	d|d
< n|d 	tj
|d< |d 	tj
|d< ||_t|| d S )Nz&will attempt to set the values inplacer   r(   r*   rv   )r   r*   )r   rE   rY   )r%   r\   rF   r(   rm   r   )r   r%   r(   r*   r\   rm   r%   r\   rm   r   r;   r6   )re   r   rn   r   r-   rd   r<   r   r_   r{   r6   rq   )r/   using_array_managerwarnrj   r   r1   r2   r!   r!   r"   $test_setitem_frame_duplicate_columns  s0   
	z9TestDataFrameSetItem.test_setitem_frame_duplicate_columnsc                 C   s   g dd }t td|d}tjtdd d|dg< W d    n1 s%w   Y  |jd d d df }tjtdd d|dg< W d    d S 1 sMw   Y  d S )	Nr   r(   r*   rv   "Columns must be same length as keyrY   )r   r*   rm   rE   )r   rn   ra   rb   rc   r   )r/   r   r1   r   r!   r!   r"   2test_setitem_frame_duplicate_columns_size_mismatch  s   "zGTestDataFrameSetItem.test_setitem_frame_duplicate_columns_size_mismatchr   rP   )r$   r$   r$   c                 C   sh   t g dg|d}t ddggddgd}d}tjt|d ||d	< W d    d S 1 s-w   Y  d S )
NrJ   r^   rl      rK   rL   r  rY   r$   r   ra   rb   rc   )r/   r   r1   rhsrj   r!   r!   r"   #test_setitem_df_wrong_column_number  s   
"z8TestDataFrameSetItem.test_setitem_df_wrong_column_numberc                 C   s   t g dgg dd}t g dgg dd}||ddg< t g dgg dd}t|| ||ddg< t g dgg d	d}t|| d S )
NrJ   r$   r)   r)   r^   rl   r	     r$   r)   r+   )rl   r	  r  rl   )r$   r)   r)   r+   r   )r/   r1   r  r2   r!   r!   r"   /test_setitem_listlike_indexer_duplicate_columns  s   zDTestDataFrameSetItem.test_setitem_listlike_indexer_duplicate_columnsc                 C   sp   t g dgg dd}t ddggddgd}d}tjt|d	 ||ddg< W d    d S 1 s1w   Y  d S )
NrJ   r  r^   rl   r	  r$   r)   r  rY   r
  )r/   r1   r  rj   r!   r!   r"   @test_setitem_listlike_indexer_duplicate_columns_not_equal_length  s   "zUTestDataFrameSetItem.test_setitem_listlike_indexer_duplicate_columns_not_equal_lengthc                 C   s  t dtdi}t|d d}t|jjtsJ ||d< t||d< |j	|d< t|j	|d< |
t|d< t|d js@J t|d jjsJJ t|d jsSJ t|d jjs]J t|d seJ t|d smJ t|d suJ d	d
 }t||j||j tj||j||jdd tj||j||jdd tj||j||jdd t|d |d  tj|d |d dd t|d |d  tj|d |d dd d S )NrE   rl   rm   rF   r   r   EFc                 S   s   t t| S N)r   r<   r@   rw   r!   r!   r"   <lambda>  s    z=TestDataFrameSetItem.test_setitem_intervals.<locals>.<lambda>Fr   )r   rn   r   r   r   
categoriesr   r<   r@   rH   r{   r   r   r4   r   r   r-   r   rF   r   r   r}   )r/   r1   ri   r+   r!   r!   r"   test_setitem_intervals  s0   
z+TestDataFrameSetItem.test_setitem_intervalsc                 C   s\   t dttddi}|jjddg|_t dtddgddgi}t	|| d S )NrT   mncategoryr   r   )
r   r   listr{   rT   r   reorder_categoriesr   r-   rq   r   r!   r!   r"   test_setitem_categorical  s   z-TestDataFrameSetItem.test_setitem_categoricalc                 C   sD   t g dd}tdg|d}g |d< tdg|d}t|j|j d S )Nr   rR   rE   r_   r'   )r   r   r-   r   r'   )r/   r'   r   r2   r!   r!   r"    test_setitem_with_empty_listlike  s
   z5TestDataFrameSetItem.test_setitem_with_empty_listlikezcols, values, expected)r   r   r   r$   r%   r(   r*   r\   r\   )r   r   r   r$   )r   rF   rF   r$   )r   rF   r$   rJ   r*   )rF   r   r$   )r*   r(   r%   r%   )r   r$   rF   r(   c                 C   s8   t |g|d}|d |d< |d jd }||ksJ d S )Nr^   r$   r   )r   rH   )r/   r   rH   r2   r1   r   r!   r!   r"   test_setitem_same_column#  s   z-TestDataFrameSetItem.test_setitem_same_columnc                 C   s   g dddgg df}t |}tddd}tjdd	t|t|f}t|||d
}|jj	
 |d d d  }}tj| |d j|d d df |d< t|d |d  tj| |d j||f |d< t|d |d  tj| |d j||f |d< t|d |d  d S )N)jimjoejoliefirstlast)r   centerr   20141006   )r   r%   i  r  r$  r"  )r$  r&  )r#  r%  )r$  r%  )r#  r&  )r   from_productr   r<   r=   rf   r?   r   r'   rH   r   shuffler   r-   rq   )r/   itr   r'   r   r1   rU   rV   r!   r!   r"   test_setitem_multi_index5  s   
z-TestDataFrameSetItem.test_setitem_multi_indexzcolumns,box,expected)rE   rF   r   r      )r/  r/  r/  r/  r^   r   r      )r%   r(   r/  r0  )r*   r\   r/  r0  rm      r/  r0  r   )r/  r0  	   r;   )rF   r   r   r  )         )r%   r/  r0  r3  )r*   rl   r	  r  )rm   r4  r5  r6  )r   rE   r   )r0  r(   r/  r3  )r	  r\   rl   r  )r5  r2  r4  r6  rE   r3  rl   r	  r  )r/  r(   r0  )r3  r\   rl   )r	  r2  r  c                 C   s:   t ddgddgddggddgd	}|||< t|| d S )
Nr%   r(   r*   r\   rm   r2  rE   rF   r^   r   )r/   r_   boxr2   r1   r!   r!   r"   !test_setitem_list_missing_columnsM  s   "3z6TestDataFrameSetItem.test_setitem_list_missing_columnsc                 C   sF   t t|d |d }||d< |d }t||jdd}t|| d S )NrE   rF   tuplesrX   )r  zipr   r'   r-   r}   )r/   rB   r9  r   r2   r!   r!   r"   test_setitem_list_of_tuples  s
   z0TestDataFrameSetItem.test_setitem_list_of_tuplesc                 C   sT   t g dg dd}dd dD }d|j|< t g dg d	d}t|| d S )
NrJ   r\   rm   r2  r   c                 s       | ]}|V  qd S r  r!   r   rw   r!   r!   r"   	<genexpr>      zCTestDataFrameSetItem.test_setitem_iloc_generator.<locals>.<genexpr>r   r%   r   r\   r%   r%   r   r   r-   rq   r/   r1   r   r2   r!   r!   r"   test_setitem_iloc_generator  s
   
z0TestDataFrameSetItem.test_setitem_iloc_generatorc                 C   sX   t g dg dd}dd dD }d|j|df< t g dg dd}t|| d S )	NrJ   r<  r   c                 s   r=  r  r!   r>  r!   r!   r"   r?    r@  zSTestDataFrameSetItem.test_setitem_iloc_two_dimensional_generator.<locals>.<genexpr>r   r%   rA  rB  rC  r!   r!   r"   +test_setitem_iloc_two_dimensional_generator  s
   z@TestDataFrameSetItem.test_setitem_iloc_two_dimensional_generatorc                 C   s   t ddd}t|d}t d|tjd|d< t d|dd|d< t d	|dd|d	< t d
|tjd|d
< |j}t tjtttjgtdd}t	|| d S )Nr   S24)rA   r4   r&   r$   )rA   r'   r4   r)   S64r+   rK   abcd)
r   r   r<   r7   uint8r|   r   r  r-   r}   )r/   r'   r1   r   r2   r!   r!   r"   (test_setitem_dtypes_bytes_type_to_object  s   
z=TestDataFrameSetItem.test_setitem_dtypes_bytes_type_to_objectc                 C   s   t ddgddgdddd}td|jd	}|d
 |j|d
f< |d |j|df< t ddgddgdddd}t|| d S )Nr*   r\   rm   r2  r   r6   Int64Fr&   r$   r)   )r   r{   r   r'   r   r-   rq   )r/   r   maskr2   r!   r!   r"    test_boolean_mask_nullable_int64  s   z5TestDataFrameSetItem.test_boolean_mask_nullable_int64c                 C   sH   t dddgi}tddgdd|d< t dddgidd}t|| d S )Nr$   r%   r(   rK  r;   r   r   r!   r!   r"    test_setitem_ea_dtype_rhs_series  s   z5TestDataFrameSetItem.test_setitem_ea_dtype_rhs_seriesc                 C   s   t tdtddtdd}td}t tdd}||d< tt t||d< W d    n1 s:w   Y  t|| d S )Nrl   )np-array	np-matrixr&   )rl   r%   rO  rP  )	r   r<   onesry   r-   rd   PendingDeprecationWarningmatrixrq   )r/   r2   r$   r1   r!   r!   r"   test_setitem_npmatrix_2d  s   
z-TestDataFrameSetItem.test_setitem_npmatrix_2dr   rK   r$   c                 C   s   t ddgddgd|}ddd|jd d d	f< d
dd|jd d df< dd
i|jd d df< t ddgddgd|d
dgtjd
gd}t|| d S )Nr%   r(   r*   r\   r   r      )r%   r   r$   rm   r2  )r   r%   r+   rL   )r+   rL   )r   r   r<   r   r-   rq   )r/   r   r1   r2   r!   r!   r"   %test_setitem_aligning_dict_with_index  s   (z:TestDataFrameSetItem.test_setitem_aligning_dict_with_indexc                 C   s   t dddgi}t dddgiddgd|d< t dtjdgi}t|| t dddgi}|dt dddgiddgd t|| d S )Nr$   r%   r(   rl   r	  r&   r   )r   r<   r   r-   rq   isetitemr   r!   r!   r"   test_setitem_rhs_dataframe  s    z/TestDataFrameSetItem.test_setitem_rhs_dataframec                 C   sb   t ddgddgddggd}t ddd	gi|d
|d< t tdd	g|d
ddgd}t|| d S )Nr$   r)   r%   r(   r*   r\   r_   r0   rl   r	  r;   r   r   r/   any_numeric_ea_dtyper1   r2   r!   r!   r"   *test_setitem_frame_overwrite_with_ea_dtype  s   z?TestDataFrameSetItem.test_setitem_frame_overwrite_with_ea_dtypeN)Ar   r   r    r3   ra   markparametrizerD   rI   rk   ru   r   r   r   r   r   r   r   r   r   r   r
   r   r	   r   r   r   ea_registryr|   r   r   r   r   r   r   r   r   r  r  r  r  r  r  r  r  r  r!  r.  r   r<   r@   r6   r8  r;  rD  rE  rJ  rM  rN  td&skip_array_manager_not_yet_implementedrT  rV  rX  r\  r!   r!   r!   r"   r   .   s    
#
	


	




	$
-	
		 	 	 
1

r   c                   @   s@   e Zd Zejdd Zejdd Zdd Zdd Zd	d
 Z	dS )TestSetitemTZAwareValuesc                 C   s   t ddgdd}|d}|S )Nz2013-1-1 13:00z2013-1-2 14:00rF   rR   z
US/Pacific)r   tz_localize)r/   naiver   r!   r!   r"   r     s   
zTestSetitemTZAwareValues.idxc                 C   s.   t tj| dddd}|j|jksJ |S )Nr   r;   rF   rR   )r   r<   r@   tolistr4   )r/   r   r2   r!   r!   r"   r2     s   z!TestSetitemTZAwareValues.expectedc                 C   s   t tjdddgd}||d< tt}|jdddgd|d< W d    n1 s+w   Y  d	}|t|d j	v s=J |d }t
|d
d dd}t|| d S )Nr(   r%   rE   r^   rF   Fr   )keep_tzr'   z(do 'idx.tz_convert(None)' before callingr   rR   )r   r<   r=   r>   r-   rd   re   	to_seriesr,   messager   
tz_convertrc  r}   )r/   r   r2   r1   r   rj   r   compr!   r!   r"   test_setitem_dt64series  s   z0TestSetitemTZAwareValues.test_setitem_dt64seriesc                 C   s8   t tjdddgd}||d< |d }t|| d S Nr(   r%   rE   r^   rF   )r   r<   r=   r>   r-   r}   r/   r   r2   r1   r   r!   r!   r"   test_setitem_datetimeindex  s   z3TestSetitemTZAwareValues.test_setitem_datetimeindexc                 C   s<   t tjdddgd}| |d< |d }t|| d S rl  )r   r<   r=   r>   to_pydatetimer-   r}   rm  r!   r!   r"   .test_setitem_object_array_of_tzaware_datetimes  s   zGTestSetitemTZAwareValues.test_setitem_object_array_of_tzaware_datetimesN)
r   r   r    ra   fixturer   r2   rk  rn  rp  r!   r!   r!   r"   rb    s    

	rb  c                   @   sT   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
dd ZdS )!TestDataFrameSetItemWithExpansionc                 C   s   t g dg dd}|d }tddgddgdd	gg|d
dg< d|jd< |r1tg ddd}ntg ddd}t|| d S )NrJ   )r\   r\   r2  r   r$   g?g?g333333?g?      ?r+   rK   r   )r   r   rR   )r   r(   r*   )r   r<   r@   r   r   r-   r}   )r/   using_copy_on_writer1   ri   r2   r!   r!   r"   test_setitem_listlike_views!  s   $
z=TestDataFrameSetItemWithExpansion.test_setitem_listlike_viewsc                 C   sL   t ddgddgg}ddg|d< t g dg d	gg d
d}t|| d S )Nr%   r(   r*   r\   rm   r2  0 - Name)r%   r(   rm   )r*   r\   r2  )r   r%   rv  r^   r   r   r!   r!   r"   .test_setitem_string_column_numpy_dtype_raising4  s   zPTestDataFrameSetItemWithExpansion.test_setitem_string_column_numpy_dtype_raisingc                 C   sb   t g ddd}ttd|jd d df< t dtjtjgdtjtjggg dd}t|| d S )	Nr  r:   r_   r4   r(   r$   r   r%   r^   )r   r  rn   r   r<   r   r-   rq   )r/   rt  r1   r2   r!   r!   r"   'test_setitem_empty_df_duplicate_columns;  s    zITestDataFrameSetItemWithExpansion.test_setitem_empty_df_duplicate_columnsc           	      C   s<  t dtjtjdddddi}tdd tddd	D }|jdgd
d}t|j	tddd	d|d}|j
}||d< t| |j}ttdt|ddgddgd}t|| ||d< t| |j}ttdt|ddt|ddgg dd}t|| |d }|d }t|jj| d|_t| |  d S )Nvaluer   i'  r   r5   r;   c                 S   s   g | ]}| d |d  qS )z - i  r!   r   rU   r!   r!   r"   r   I  s    zcTestDataFrameSetItemWithExpansion.test_setitem_with_expansion_categorical_dtype.<locals>.<listcomp>i  T)by	ascendingi)  F)r   labelsr   )r  orderedr&   r  )rz  r   r  )r   r<   r@   r=   rf   r   rn   sort_valuesr   rz  rH   r,   r|   r   r4   r   r-   r}   assert_categorical_equalr   rA   
sort_index)	r/   r1   r~  ri   r   r   r2   result1result2r!   r!   r"   -test_setitem_with_expansion_categorical_dtypeD  s>   

zOTestDataFrameSetItemWithExpansion.test_setitem_with_expansion_categorical_dtypec                 C   s2   t  }d|d< t dgdtj}t|| d S )Nr%   rQ   r^   )r   r{   r<   r6   r-   rq   r   r!   r!   r"   test_setitem_scalars_no_indexq  s   z?TestDataFrameSetItemWithExpansion.test_setitem_scalars_no_indexc                 C   sL   d|j vsJ |d |d< d|j v sJ |d }|d }tj||dd d S )Nr   rE   Fr   )r_   r-   r}   )r/   rB   r   r2   r!   r!   r"   test_setitem_newcol_tuple_keyx  s   z?TestDataFrameSetItemWithExpansion.test_setitem_newcol_tuple_keyc                 C   sX   t ddt d}t|tdd}tddd}t|}tj||< t|| 	 s*J d S )	Nz1/1/2012z2/1/2012)startendr   rl   r  i  r	  r%   )
r   r   r   rn   r   r   r<   r   isnanr   )r/   r_   r0   ttsr!   r!   r"   #test_frame_setitem_newcol_timestamp  s   
zETestDataFrameSetItemWithExpansion.test_frame_setitem_newcol_timestampc                 C   sh   t dddgi}|j|d< d|jddgdf< |jdgd d f }t dgdgddgd}t|| d S )	Nr$   r)   r   FTr%   r   r&   )r   r'   r   r-   rq   r~   r!   r!   r"   *test_frame_setitem_rangeindex_into_new_col  s   
zLTestDataFrameSetItemWithExpansion.test_frame_setitem_rangeindex_into_new_colc                 C   sh   t ddgddgddggd}t ddd	gi|d
|d< t ddgddgtdd	g|d
d}t|| d S )Nr$   r)   r%   r(   r*   r\   rY  rl   r	  r;   r+   rP   r   rZ  r!   r!   r"    test_setitem_frame_keep_ea_dtype  s   zBTestDataFrameSetItemWithExpansion.test_setitem_frame_keep_ea_dtypeN)r   r   r    ru  rw  ry  r  r  r  r  r  r  r!   r!   r!   r"   rr     s    	-		rr  c                   @   s   e Zd Zdd Zejdejej	gejde
ejeejgejdg ddd Zejde
ejeejgejdg dd	d
 Zejdejej	gejde
ejeejgejdg ddd ZdS )TestDataFrameSetItemSlicingc                 C   sH   t td}d|dd < td}d|dd < t |}t|| d S )N)r   r%   r%   )r   r<   zerosr-   rq   r   r!   r!   r"   test_setitem_slice_position  s   
z7TestDataFrameSetItemSlicing.test_setitem_slice_positionr   r7  r   rJ   c                 C   sp   t g dgg dg|  g dd}|g d||dd < t g dgg dg|  g dd}t|| d S Nr   r(   r\   r2  rP   r^   r  r%   r   r/   r   r7  r   r1   r2   r!   r!   r"   +test_setitem_slice_indexer_broadcasting_rhs  s   $$zGTestDataFrameSetItemSlicing.test_setitem_slice_indexer_broadcasting_rhsc                 C   sx   t g dgg dg|  g dd}|g d|jttd|d < t g dgg dg|  g dd}t|| d S r  )r   r   r  rn   r-   rq   )r/   r   r7  r1   r2   r!   r!   r"   *test_setitem_list_indexer_broadcasting_rhs  s   $ $zFTestDataFrameSetItemSlicing.test_setitem_list_indexer_broadcasting_rhsc                 C   s|   t g dg dgg dg|  g dd}|g d||dd < t g dgg dg|d   g ddd	}t|| d S )
Nr   r   r  rP   r^   r  r%   r   rx  r   r  r!   r!   r"   0test_setitem_slice_broadcasting_rhs_mixed_dtypes  s   "zLTestDataFrameSetItemSlicing.test_setitem_slice_broadcasting_rhs_mixed_dtypesN)r   r   r    r  ra   r]  r^  r-   setitemr   r   r<   r@   r  pdr  r  r  r!   r!   r!   r"   r    s    	r  c                   @   s   e Zd Zdd Zdd ZdS )TestDataFrameSetItemCallablec                 C   sL   t g dg dd}g d|dd < t g dg dd}t|| d S )Nr   r1  r   )r	  r  r4  r5  c                 S   s   dS )NrE   r!   r  r!   r!   r"   r    s    zDTestDataFrameSetItemCallable.test_setitem_callable.<locals>.<lambda>r   r   r!   r!   r"   test_setitem_callable  s   z2TestDataFrameSetItemCallable.test_setitem_callablec                 C   sL   dd }t ddgddgg}|||dk< t d|g|dgg}t|| d S )Nc                 S   s   | d S )Nr%   r!   r  r!   r!   r"   inc  s   zETestDataFrameSetItemCallable.test_setitem_other_callable.<locals>.incr*  r%   r   r   )r/   r  r1   r2   r!   r!   r"   test_setitem_other_callable  s
   z8TestDataFrameSetItemCallable.test_setitem_other_callableN)r   r   r    r  r  r!   r!   r!   r"   r    s    r  c                   @   s   e Zd Zejejjddd dd gddgddd	 Zejj	d
dejde
ejegdd Zejde
ejegdd Zejdejejgdd Zdd Zejdddgejdi ddgiddgigdd Zd d! Zd"d# Zd$S )%TestDataFrameSetItemBooleanMask	mask_typec                 C   s   | t | d kS Nr(   )r<   absr1   r!   r!   r"   r    s    z(TestDataFrameSetItemBooleanMask.<lambda>c                 C   s   | t | d kjS r  )r<   r  rH   r  r!   r!   r"   r    s    	dataframer@   )idsc                 C   sL   |  }||}|  }tj||< |  }tj|jt|< t|| d S r  )r   r<   r   rH   r@   r-   rq   )r/   r  rB   r1   rL  r   r2   r!   r!   r"   test_setitem_boolean_mask  s   	
z9TestDataFrameSetItemBooleanMask.test_setitem_boolean_maskz1Currently empty indexers are treated as all False)reasonr7  c                 C   s~   t dgdgdgd}|tkr|g dd}n|g }d}tjt|d dg|j|dgf< W d    d S 1 s8w   Y  d S )	Nr$   r%   rP   r   r;   z@Must have equal len keys and value when setting with an iterablerY   r)   )r   r   ra   rb   rc   r   )r/   r7  r1   r   rj   r!   r!   r"   :test_setitem_loc_empty_indexer_raises_with_non_empty_value  s   "zZTestDataFrameSetItemBooleanMask.test_setitem_loc_empty_indexer_raises_with_non_empty_valuec                 C   sz   t dgdgdgd}|dg}d|d  |j|dgf< t dgdgdgd}t|| d|j|dgf< t|| d S )	Nr$   r%   rP   Frl   r+   r)   r3  )r   r   r-   rq   )r/   r7  r1   r   r2   r!   r!   r"   1test_setitem_loc_only_false_indexer_dtype_changed	  s   
zQTestDataFrameSetItemBooleanMask.test_setitem_loc_only_false_indexer_dtype_changedr   c                 C   sT   t g dg dd}| }|d dk}||| d|||< t|| d S )N)r%   r\   r(   r*   r1  r   r$   r*   )r   r   r  r-   rq   )r/   r   r1   r2   rL  r!   r!   r"   "test_setitem_boolean_mask_aligning  s
   zBTestDataFrameSetItemBooleanMask.test_setitem_boolean_mask_aligningc                 C   s   t g dddgd}tg d}g d}t||d|d}t g d	g d
d}tg d}g d}t||d|d}| }	tjtdd |	d jjg d
dd}
W d    n1 s\w   Y  |
d u sgJ |d dk}ddg||< t	||	 d S )N)r$   r$   r)   r)   r$   r$   r$   r$   r)   )r  )rT   rU   rV   klr   r   )r%   r%   r(   r(   r%   r%   r%   )catsrH   r&   )r$   r$   r+   r+   r$   r$   r$   rP   )r%   r%   r*   r*   r%   r%   r%   F)check_stacklevelr  T)inplacer+   r(   )
r   r   r   r   r-   rd   re   r   set_categoriesrq   )r/   cats2idx2values2exp_multi_rowcatsfidxfvaluesfr1   	exp_fancyreturn_valuerL  r!   r!   r"   test_setitem_mask_categorical   s(   
z=TestDataFrameSetItemBooleanMask.test_setitem_mask_categoricalr4   r   r6   kwargsr'   r%   r_   rE   c                 C   s:   ||d< t di |}| }d|||k< t|| d S )Nr4   /   r!   r   r   r-   rq   )r/   r4   r  r1   r   r!   r!   r"   %test_setitem_empty_frame_with_boolean<  s
   zETestDataFrameSetItemBooleanMask.test_setitem_empty_frame_with_booleanc                 C   s   t td}g d}t||tjg dg dg dgtdd}t||tt|t|fd}t||tjg dg dg d	gtdd}d
||d| k< t	|| t
jtdd d
||jd d
 dk< W d    d S 1 spw   Y  d S )Nr*   r   )        rs  r   )      ?r   g      @)r   g      @g      @r;   )r'   r_   r0   )r  r   r*  )r*  r*  r*  r*  r   zItem wrong lengthrY   r(   )r  rn   r   r<   r@   r   rQ  r?   r-   rq   ra   rb   rc   r'   )r/   r   r   df1r   r2   r!   r!   r"   test_setitem_boolean_indexingG  s(    "z=TestDataFrameSetItemBooleanMask.test_setitem_boolean_indexingc                 C   sd   t ddgddgdd}| }tddgdd	}t d
ddgiddgd|j|d
gf< t|| d S )Nr%   r(   r*   r\   r$   rP   Fr+   rR   r)   rm   r2  r   r&   )r   r   r   r   r-   rq   )r/   r1   r2   r   r!   r!   r"   -test_loc_setitem_all_false_boolean_two_blocks^  s
   $zMTestDataFrameSetItemBooleanMask.test_loc_setitem_all_false_boolean_two_blocksN)r   r   r    r`  skip_array_manager_invalid_testra   r]  r^  r  xfailr  r<   r@   r   r  r  r-   r  r   r  r  r  r  r  r!   r!   r!   r"   r    s*    

	r  c                   @   s  e Zd Zdd Zejdddgdd Zdd	 Zejd
de	j
dgdggdddgdgggdd Zejd
de	
dgdggdgdgggdd Zejdddgejddgejjddddgejdddededfdgdd Zejd d! Zd"S )#%TestDataFrameSetitemCopyViewSemanticsc                 C   sP   d|j vsJ |d  }||d< tj|d dd< t|dd  s&J d S )Nr  rE   rm   rl   )r_   r   r<   r   r   r   )r/   rB   r   r!   r!   r"   test_setitem_always_copyh  s
   z>TestDataFrameSetitemCopyViewSemantics.test_setitem_always_copyconsolidateTFc                 C   s   t g dg ddg dd}|ddtj |s4|r*|  t|jjdks)J n
t|jjdks4J |d j}d	|j	dd df< t
tjtjd	d	g|jdd
}t|d | |slt||j t||d jsnJ d S d S )N)g?g @g@gffffff@)gffffff@gffffff@gffffff@g333333 @)rw   rx   )r   r%   r(   r*   r&   r(   r   r%   *   rX   )r   rz   r<   r   _consolidate_inplacer?   r   blocks_valuesr   r   r'   r-   r}   assert_numpy_array_equalrH   shares_memory)r/   r  r  rt  r1   zvalsr2   r!   r!   r"   #test_setitem_partial_column_inplacep  s$   	
zITestDataFrameSetitemCopyViewSemantics.test_setitem_partial_column_inplacec                 C   sf   ddgd }t ddg|d}| }|d d  }d|d< t g dg|d	}t|| t|| d S )
NrE   rF   r(   r  r   rv   r  )r  r(   r  rm   r^   r  )r/   r   r1   df_copydf_viewr2   r!   r!   r"   *test_setitem_duplicate_columns_not_inplace  s   zPTestDataFrameSetitemCopyViewSemantics.test_setitem_duplicate_columns_not_inplacerz  r%   r6   r;   c                 C   sl   ddg}t dddg|d}| }|d d  }||dg< t ddgddgg|d}t|| t|| d S )NrE   rF   r   r%   rv   r^   r  )r/   rz  r  r   r1   r  r  r2   r!   r!   r"   #test_setitem_same_dtype_not_inplace  s   
zITestDataFrameSetitemCopyViewSemantics.test_setitem_same_dtype_not_inplacer   c                 C   sl   ddg}t dddg|d}| }|d d  }||dg< t ddgddgg|d}t|| t|| d S )NrE   rF   r   r%   rv   r   r^   r  )r/   rz  r   r1   r  r  r2   r!   r!   r"   2test_setitem_listlike_key_scalar_value_not_inplace  s   
zXTestDataFrameSetitemCopyViewSemantics.test_setitem_listlike_key_scalar_value_not_inplacer   r$   z+Boolean indexer incorrectly setting inplace)r  strict)markszvalue, set_value)r%   rm   )r   g      @z
2020-12-31z
2021-12-31r   c                 C   s@   t d|iddgd}| }|d d  }|||< t|| d S )Nr$   r   r%   r&   r  )r/   rz  	set_valuer   r1   r2   r   r!   r!   r"   "test_setitem_not_operating_inplace  s
   zHTestDataFrameSetitemCopyViewSemantics.test_setitem_not_operating_inplacec                    s   dd t dD  t fdd D  d}|jjd j}|jD ]}d|| |< q |s@t|tdtdf dks>J d S t|tdtdf dksSJ d S )	Nc                 S   s   g | ]}d | qS )r+   r!   r{  r!   r!   r"   r     s    z\TestDataFrameSetitemCopyViewSemantics.test_setitem_column_update_inplace.<locals>.<listcomp>rl   c                    s   i | ]
}|t t qS r!   )r<   r  r?   )r   colr~  r!   r"   
<dictcomp>  s    z\TestDataFrameSetitemCopyViewSemantics.test_setitem_column_update_inplace.<locals>.<dictcomp>r&   r   r%   )	rn   r   r   r  rH   r_   r<   r   ry   )r/   rt  r1   rH   labelr!   r  r"   "test_setitem_column_update_inplace  s   
**zHTestDataFrameSetitemCopyViewSemantics.test_setitem_column_update_inplaceN)r   r   r    r  ra   r]  r^  r  r  r<   r@   r  r  paramr  r   r  r`  r  r  r!   r!   r!   r"   r  g  sF    
$
(
	r  )4r   numpyr<   ra   pandas.util._test_decoratorsutil_test_decoratorsr`  pandas.core.dtypes.baser   r_  pandas.core.dtypes.commonr   r   r   pandas.core.dtypes.dtypesr   r   r	   r
   pandasr  r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   pandas._testing_testingr-   pandas.core.arraysr   pandas.tseries.offsetsr   r   rb  rr  r  r  r  r  r!   r!   r!   r"   <module>   s4    H     I. . 