o
    d29                     @   s   d dl Z d dl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 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ZG dd dZG dd dZdS )    N)CategoricalCategoricalDtypeCategoricalIndex	DataFrame
DateOffsetDatetimeIndexIndex
MultiIndexSeries	Timestampconcat
date_rangeget_dummiesperiod_range)SparseArrayc                   @   s4   e Zd Zdd Zdd Zdd Zdd Zd	d
 ZdS )TestGetitemc                 C   sr   t g dddggddgddggd}tdtd|d	}tjtd
d |d
  W d    d S 1 s2w   Y  d S )N)Za_lotZonlyone
notevenonei      r   )levelscodes   )indexcolumnsr   match)r	   r   rangepytestraisesKeyError)selfmidf r$   \/app/.heroku/python/lib/python3.10/site-packages/pandas/tests/frame/indexing/test_getitem.py test_getitem_unused_level_raises   s   
"z,TestGetitem.test_getitem_unused_level_raisesc                 C   sv   t ddd}ttjdd|d}||d  }t||jd d df  t| |d }t||jd d df  d S )Nz1/1/2000   )periods
   r   r   )	r   r   nprandomrandntmassert_series_equalilocrepr)r!   rngr#   tsr$   r$   r%   test_getitem_periodindex&   s   z$TestGetitem.test_getitem_periodindexc                 C   sZ   t tdtdg}tddgddggdddg|d}t|}|t|j }t|| d S )Nz
12-31-1999z
12-31-2000r   r   bool)dtyper   r   )r   r   r   r   listr   r.   assert_frame_equal)r!   ZcatsexpectedZdummiesresultr$   r$   r%   1test_getitem_list_of_labels_categoricalindex_cols3   s
    z=TestGetitem.test_getitem_list_of_labels_categoricalindex_colsc                 C   sx   t ddg}td|i}t|dd}|d }t|| |jd d df }t|| |jd d df }t|| d S )Nr   r   Aname)r   r   r
   r.   r/   r0   loc)r!   datar#   r9   r:   r$   r$   r%   0test_getitem_sparse_column_return_type_and_dtype<   s   z<TestGetitem.test_getitem_sparse_column_return_type_and_dtypec                 C   s<   t ddggtddgddd}|j}|d }t|| d S )Nr      r<   Bstringr6   r*   )r   r   r<   r.   r/   r!   r#   r:   r9   r$   r$   r%   test_getitem_string_columnsK   s   z'TestGetitem.test_getitem_string_columnsN)__name__
__module____qualname__r&   r4   r;   rA   rG   r$   r$   r$   r%   r      s    	r   c                	   @   s   e Zd Zdd Zdd Zdd Zejjde	e
eedd	 d
d	 gg ddejdddgdd Zdd Zdd Zdd ZdS )TestGetitemListLikec                 C   s`   t dgdgdgd}g d|_tjtdd |g d  W d    d S 1 s)w   Y  d S )Ng      ?g       @      @)xyz)rM   rM   rO   z\['y'\] not in indexr   )r   r   r   r   r    r!   r#   r$   r$   r%   test_getitem_list_missing_keyT   s
   
"z1TestGetitemListLike.test_getitem_list_missing_keyc                 C   sd   t tjddtdd}d|j_|ddg }|jjdksJ |jd d dd f }t	|| d S )N   ZAABCr*   foorC   CrB   )
r   r+   r,   r-   r7   r   r>   r0   r.   r8   rF   r$   r$   r%   test_getitem_list_duplicates^   s   z0TestGetitemListLike.test_getitem_list_duplicatesc                 C   sd   t g dg dgg dd}d}tjtt|d |dg  W d    d S 1 s+w   Y  d S )Nr   rB   r   rR   r'      arZ   br*   z?"None of [Index(['baf'], dtype='object')] are in the [columns]"r   Zbaf)r   r   r   r    reescape)r!   r#   msgr$   r$   r%   test_getitem_dupe_colsi   s
   "z*TestGetitemListLike.test_getitem_dupe_colsidx_typec                 C   s   t t| tt| S N)dictzipr   lenkeysr$   r$   r%   <lambda>v   s    zTestGetitemListLike.<lambda>c                 C   s   t t| tt|  S ra   )rb   rc   r   rd   rf   re   r$   r$   r%   rg   w   s    )r7   iterr   setrb   	dict_keys)Zidsr   r   rB   c                 C   s(  |dkr
|d}}nt tjddtg dddd}d	}|jd |jd
 g}||}t||}t|tt	frVt
jtdd ||  W d    d S 1 sOw   Y  d S || }	|jd d |f }
|jj|
j_t|	|
 |||g }t
jtdd ||  W d    d S 1 sw   Y  d S )Nr   food   r   ))rS   bar)ZbazZqux)peekZaboo)ZsthZsth2r=   r*   )Zgoodrk   r   as an indexer is not supportedr   znot in index)r   r+   r,   r-   r   r   r7   
isinstanceri   rb   r   r   	TypeErrorr?   namesr.   r8   r    )r!   r`   r   float_frameframemissingrf   idxZ	idx_checkr:   r9   r$   r$   r%   test_getitem_listlikeo   s8   


"z)TestGetitemListLike.test_getitem_listlikec                 C   s\   t g dg dd}dd dD }|j| }t ddgd	d
gdddgd}t|| d S )NrV   rW   rZ   r[   c                 s       | ]}|V  qd S ra   r$   .0rM   r$   r$   r%   	<genexpr>       zBTestGetitemListLike.test_getitem_iloc_generator.<locals>.<genexpr>r   rB   rB   r   r'   rX   r   r   )r   r0   r.   r8   r!   r#   Zindexerr:   r9   r$   r$   r%   test_getitem_iloc_generator   s
   
z/TestGetitemListLike.test_getitem_iloc_generatorc                 C   sX   t g dg dd}dd dD }|j|df }tdd	gd
ddgd}t|| d S )NrV   rW   rx   c                 s   ry   ra   r$   rz   r$   r$   r%   r|      r}   zRTestGetitemListLike.test_getitem_iloc_two_dimensional_generator.<locals>.<genexpr>r~   r   r'   rX   r[   rB   )r>   r   )r   r0   r
   r.   r/   r   r$   r$   r%   +test_getitem_iloc_two_dimensional_generator   s
   z?TestGetitemListLike.test_getitem_iloc_two_dimensional_generatorc              	   C   s
  t ttdtddtdddd}|jdd }t g d	tg d
dtdddd}t|| t ttdtddtddddd}|jdd }t g d	tg ddtddddd}t|| t ttdtddtdddd}|jdd }t|| d S )Nr)   z
01-01-2022r   )days)r(   freqr   
2022-01-01
2022-01-03)r   r   rB   )r   z
2022-01-02r   zdatetime64[ns])r6   r   rB   )r   hours)z2022-01-01 00:00:00z2022-01-02 02:00:00z2022-01-03 04:00:00r   )minutes)	r   r7   r   r   r   r?   r   r.   r8   rF   r$   r$   r%   !test_getitem_iloc_dateoffset_days   sH   



z5TestGetitemListLike.test_getitem_iloc_dateoffset_daysN)rH   rI   rJ   rQ   rU   r_   r   markparametrizer7   rh   r   ri   rw   r   r   r   r$   r$   r$   r%   rK   S   s(    
%rK   c                   @      e Zd Zdd Zdd ZdS )TestGetitemCallablec                 C   s   |dd  }|j d d df }t|| |dd  }|j d d ddgf }t||j d d ddgf  |d d }|dd  }|jdd	gd d f }t|| d S )
Nc                 S   s   dS )Nr<   r$   rM   r$   r$   r%   rg      s    z;TestGetitemCallable.test_getitem_callable.<locals>.<lambda>r<   c                 S   s   ddgS )Nr<   rC   r$   r   r$   r$   r%   rg          rC   r   c                 S   s   g dS )N)TFTr$   r   r$   r$   r%   rg      r   r   rB   )r?   r.   r/   r8   r0   )r!   rs   r:   r9   r#   r$   r$   r%   test_getitem_callable   s   z)TestGetitemCallable.test_getitem_callablec                 C   s`   t ddggddggd}t dgdggd}|d }t|| |jd d df }t|| d S )Nr   rB   rZ   r[   r*   )r   r.   r8   r?   )r!   r#   r9   r:   r$   r$   r%   %test_loc_multiindex_columns_one_level   s   z9TestGetitemCallable.test_loc_multiindex_columns_one_levelN)rH   rI   rJ   r   r   r$   r$   r$   r%   r      s    r   c                   @   s   e Zd Zdd Zejdddgddggdd	gd
dggejdgejdgejdgddggfddgddggdd	gd
dggejdgejdgdd
gd	dggffdd Z	ej
dd Zdd Zdd Zdd Zdd Zdd Zd d! Zd"S )#TestGetitemBooleanMaskc                 C   s  t dtjddditg dtg dddd	d
d}t dtjddditg dtg dddd	d
d}||jdk }|jg  }t|| ||jdk }|jg  }t|| ||jdk }|jg d }t|| ||jdk }|jg d }t|| ||jdk  }|jdg }t|| ||jdk }|jg  }t|| d}t	j
t|d ||jdk   W d    n1 sw   Y  t	j
t|d ||jdk  W d    d S 1 sw   Y  d S )Nr<   rX   Zint64rE   )r   r   rB   r   r   rB   )r   rB   r   T)ZorderedrC   )r6   r>   r   FrZ   r   )r   r   r   rB   rR   z7Unordered Categoricals can only compare equality or notr   )r   r+   aranger   r   r   r0   r.   r8   r   r   rq   )r!   Zdf3Zdf4r:   r9   r^   r$   r$   r%   (test_getitem_bool_mask_categorical_index   sV   



	"z?TestGetitemBooleanMask.test_getitem_bool_mask_categorical_indexzdata1,data2,expected_datar   rB   r   rR   g      ?rX      rl   rL   g      @g      @g      @g       @r'   c           
      C   sp   t t|}t t|}t||gdd}||dk }dd t|D }t |jdddd}	t||	 d S )	Nr   )ZaxisrB   c                 S   s   i | ]
\}}|t |qS r$   )r+   array)r{   icolr$   r$   r%   
<dictcomp>U  s    z`TestGetitemBooleanMask.test_getitem_bool_mask_duplicate_columns_mixed_dtypes.<locals>.<dictcomp>r   )rB   r   r*   )r   r+   r   r   	enumeraterenamer.   r8   )
r!   Zdata1Zdata2Zexpected_dataZdf1df2r#   r:   Zexdictr9   r$   r$   r%   5test_getitem_bool_mask_duplicate_columns_mixed_dtypes8  s   zLTestGetitemBooleanMask.test_getitem_bool_mask_duplicate_columns_mixed_dtypesc                 C   s(   g d}t tddd|dd}|S )N)r<   r<   rT   D   r   rR   float64r   r6   )r   r+   r   reshape)r!   Zdupsr#   r$   r$   r%   df_dup_colsY  s   z"TestGetitemBooleanMask.df_dup_colsc                 C   sJ   |}d}t jt|d ||jdk  W d    d S 1 sw   Y  d S )Nz/cannot reindex on an axis with duplicate labelsr   rX   )r   r   
ValueErrorr<   )r!   r   r#   r^   r$   r$   r%   ;test_getitem_boolean_frame_unaligned_with_duplicate_columns_  s
   "zRTestGetitemBooleanMask.test_getitem_boolean_frame_unaligned_with_duplicate_columnsc                 C   sf   t tdddg ddd}||jdk }|j|_|}||jdk }t|| |j t	| d S Nr   r   rR   )r<   rC   rT   r   r   r   rX   )
r   r+   r   r   rT   r   r.   r8   dtypesstrr!   r   r#   r9   r:   r$   r$   r%   2test_getitem_boolean_series_with_duplicate_columnsh  s   zITestGetitemBooleanMask.test_getitem_boolean_series_with_duplicate_columnsc                 C   sb   t tdddg ddd}||dk }|j|_|}||dk }t|| |j t| d S r   )	r   r+   r   r   r   r.   r8   r   r   r   r$   r$   r%   1test_getitem_boolean_frame_with_duplicate_columnsx  s   zHTestGetitemBooleanMask.test_getitem_boolean_frame_with_duplicate_columnsc                 C   s"   t  }||dk }t|| d S )Nr   )r   r.   r8   )r!   r#   r   r$   r$   r%   %test_getitem_empty_frame_with_boolean  s   z<TestGetitemBooleanMask.test_getitem_empty_frame_with_booleanc                 C   sp   t g dg dgg dd}| }|d }d|jd d < |r"|}nt g dg dgg dd}t|| d S )	NrV   rW   rY   r*   r[   d   )r   rB   r   )rR   r'   r   )r   copyr?   r.   r8   )r!   Zusing_copy_on_writer#   Zdf_origviewr9   r$   r$   r%   5test_getitem_returns_view_when_column_is_unique_in_df  s   zLTestGetitemBooleanMask.test_getitem_returns_view_when_column_is_unique_in_dfc                 C   sR   t g dgtdgdddgd}|tdg }tdgtdgd}t|| d S )N)r   rB   r   rR   ZKEYrC   rT   r*   r   r=   )r   	frozensetr
   r.   r/   rF   r$   r$   r%   'test_getitem_frozenset_unique_in_column  s    z>TestGetitemBooleanMask.test_getitem_frozenset_unique_in_columnN)rH   rI   rJ   r   r   r   r   r+   nanr   Zfixturer   r   r   r   r   r   r   r$   r$   r$   r%   r      s.    A 

	r   c                   @   r   )TestGetitemSlicec           
      C   s   t ddd}t|}|ddg \}}t jdd}|tur&|d d df }|||d	}||| }|jdd
 }	t||	 |j	|| }t||	 d S )Ng      $@g      I@rB   r'         r   r   r      )
r+   r   r   r,   r-   r   r0   r.   Zassert_equalr?   )
r!   Zframe_or_seriesvaluesr   startendr@   objr:   r9   r$   r$   r%   test_getitem_slice_float64  s   z+TestGetitemSlice.test_getitem_slice_float64c                 C   sX   t dditg dd}tjtdd |dd  W d    d S 1 s%w   Y  d S )	NrZ   r   )z11.01.2011 22:00z11.01.2011 23:00z12.01.2011 00:00z2011-01-13 00:00r   z,Value based partial slicing on non-monotonicr   z
2011-01-01z
2011-11-01)r   r   r   r   r    rP   r$   r$   r%   test_getitem_datetime_slice  s   "z,TestGetitemSlice.test_getitem_datetime_sliceN)rH   rI   rJ   r   r   r$   r$   r$   r%   r     s    r   c                   @   s.   e Zd Zejdddhddigdd ZdS )TestGetitemDeprecatedIndexerskeyrZ   r[   c                 C   s^   t ddgddggtddgd}tjtdd	 ||  W d    d S 1 s(w   Y  d S )
Nr   rB   r   rR   )rZ   r   )r[   rB   r*   ro   r   )r   r	   from_tuplesr   r   rq   )r!   r   r#   r$   r$   r%   $test_getitem_dict_and_set_deprecated  s   
"zBTestGetitemDeprecatedIndexers.test_getitem_dict_and_set_deprecatedN)rH   rI   rJ   r   r   r   r   r$   r$   r$   r%   r     s    r   )r\   numpyr+   r   Zpandasr   r   r   r   r   r   r   r	   r
   r   r   r   r   r   Zpandas._testingZ_testingr.   Zpandas.core.arraysr   r   rK   r   r   r   r   r$   r$   r$   r%   <module>   s    @9  0'