a
    Pf3                     @   sX  d dl Zd dlZd dlmZmZmZmZ d dlm	Z
 d dlmZ ejddd dd dd gejd	d ed
gd gdfd
eddgd
dgdfgdd Zejdddgdd Zdd Zdd Zejddd edfdd edfdd edfdd edfd d ed!fd"d ed!fd#d ed$fgd%d& Zd'd( Zd)d* Zejd+d,d d-fd.d d/fgd0d1 Zd2d3 Zd4d5 Zejd6d7d edfd8d edd9fd:d edd9fgd;d< Zd=d> Zd?d@ ZejdAdBgdCejgfeddgd9dDgge dEdBejfgdFdGfdHdBgeg dIg dJge dKdEdBejfgdFdGfdBgeddgd9dDgge dEdBejfgdFdGfdBgdCgfedgd9gge dEgdFdGfdBgejgfedgdDgged
gdLggdHdBgdCdMggdNdFdGfdBejfeddDgdFdBejfdOfgdPdQ Z!ej"dRdS Z#ejdTdUd dVd gdWdX Z$dYdZ Z%d[d\ Z&d]d^ Z'd_d` Z(dS )a    N)	DataFrameIndex
MultiIndexSeries)IndexingErroraccess_methodc                 C   s   | d d |f S N sxr	   r	   f/var/www/ai-form-bot/venv/lib/python3.9/site-packages/pandas/tests/indexing/multiindex/test_getitem.py<lambda>       r   c                 C   s   | j d d |f S r   locr
   r	   r	   r   r      r   c                 C   s   | j |ddS )N   )level)Zxsr
   r	   r	   r   r      r   zlevel1_value, expectedr   index      c                 C   sH   t jg dddgd}tg d|d}d|j_| ||}t|| d S )N))r   r   )r   r   )r   r   ABnamesr   r   r   r   )r   from_tuplesr   r   nametmassert_series_equal)r   Zlevel1_valueexpectedmiZserresultr	   r	   r   test_series_getitem_multiindex   s
    
r$   level0_valueDr   c                 C   s  t | ddgg dgg dg dgddgd}tjd	t|d
f}t||dgd}| dkrtjt	dd |j
d  W d    n1 s0    Y  tjt	dd |j
d  W d    n1 s0    Y  |j
|  }t| dd dtg dddd}t|| d S )Nr   C)r         %   9   C   K   R   )
r   r   r   r   r   r   r   r   r   r   )
r   r         r   r   r   r         tagdaylevelscodesr   r   r   valr   columnsr   z^'A'$matchz^'X'$Xr   r   )r(   r*   r+   r   )r   r   )r   nprandomdefault_rngstandard_normallenr   pytestraisesKeyErrorr8   r   Zravelr   r   r    )r%   r   Zarrdfr#   r!   r	   r	   r   )test_series_getitem_duplicates_multiindex&   s"    ((
rH   c                 C   sL   | d }| |jdd }|jdd|_||d }t|| d S )Nr   *   A   r   )  r   )reindexr   	droplevelr   r    /multiindex_year_month_day_dataframe_random_dataZ
indexer_slr   r!   r#   r	   r	   r   test_series_getitemB   s
    rP   c                 C   s.   | d }|j d }||d }||ks*J d S )Nr   1   )rK   r   
   )ilocrN   r	   r	   r   "test_series_getitem_returns_scalarK   s    
rT   z)indexer,expected_error,expected_error_msgc                 C   s
   |  dS N)rK   r   r/   )__getitem__r   r	   r	   r   r   X   r   z^\(2000, 3, 4\)$c                 C   s   | d S rU   r	   rW   r	   r	   r   r   Y   r   c                 C   s
   | j d S rU   r   rW   r	   r	   r   r   Z   r   c                 C   s
   | j d S )N)rK   r   r/   r1   r   rW   r	   r	   r   r   [   r   zToo many indexersc                 C   s   |  t| S r   )rV   rC   rW   r	   r	   r   r   \   r    c                 C   s   | t |  S r   )rC   rW   r	   r	   r   r   ]   r   c                 C   s   | j t|  S r   )rS   rC   rW   r	   r	   r   r   _   r   z*single positional indexer is out-of-boundsc                 C   sB   | d }t j||d || W d    n1 s40    Y  d S )Nr   r;   )rD   rE   )rO   indexerZexpected_errorexpected_error_msgr   r	   r	   r   #test_series_getitem_indexing_errorsU   s    r[   c                 C   s6   | d }|dd |D  }||dk }t || d S )Nr   c                 s   s   | ]}|d kV  qdS )r   Nr	   ).0r   r	   r	   r   	<genexpr>t   r   z7test_series_getitem_corner_generator.<locals>.<genexpr>r   )r   r    )rO   r   r#   r!   r	   r	   r   $test_series_getitem_corner_generatorp   s    r^   c                 C   s2   | j }|jd d df }|d j}t|| d S )Nr   )fooone)Tvaluesr   Zassert_almost_equal) multiindex_dataframe_random_datarG   r!   r#   r	   r	   r   test_getitem_simple~   s    
rd   zindexer,expected_error_msgc                 C   s   | d S )N)r_   fourr	   rG   r	   r	   r   r      r   z^\('foo', 'four'\)$c                 C   s   | d S )NZfoobarr	   rf   r	   r	   r   r      r   z
^'foobar'$c                 C   s@   | j }tjt|d || W d    n1 s20    Y  d S )Nr;   )ra   rD   rE   rF   )rc   rY   rZ   rG   r	   r	   r   #test_frame_getitem_simple_key_error   s    
rg   c                  C   s   t g d} ttdtddtddg| d}d|d	< | }|j |_d|d
< |dd
g }tddgddgddggtdd
gd}t	|| d S )N)aZaa)ri   ab)bba)rk   Zbbr/   r   r1   r   r0   r:   r   Zsingle_indexZnew_single_indexrh   )
r   r   r   rangecopyr:   Zto_flat_indexr   r   assert_frame_equal)r"   rG   Zdf_flatr#   r!   r	   r	   r   test_tuple_string_column_names   s    "rq   c                  C   sd   t g dg dd} ddgddgdd	gg| _| d }t d
gdgdgg| jdgd}t|| d S )N)123)rs   rt   4)ri   rk   zlevel1 item1zlevel1 item2rX   zlevel2 item2zlevel3 item1zlevel3 item2rr   rs   rt   r9   )r   r:   r   r   rp   rG   r#   r!   r	   r	   r   *test_frame_getitem_multicolumn_empty_level   s    rw   zindexer,expected_slicec                 C   s   | d S )Nr_   r	   rf   r	   r	   r   r      r   c                 C   s   | d S Nbarr	   rf   r	   r	   r   r      r   r1   c                 C   s   | j d d df S rx   r   rf   r	   r	   r   r      r   c                 C   s>   | j }|j|j| d}|jd|_||}t|| d S )Nrm   r   )ra   rL   r:   rM   r   rp   )rc   rY   Zexpected_slicerG   r!   r#   r	   r	   r   test_frame_getitem_toplevel   s
    rz   c                  C   s   g dg dg dg} t t|  }t|}ttjdd|d}|d }|d 	d}t
|| |d	 }|d
 }|	d	}t
|| d S )N)ri   topr{   routine1r|   Zroutine2)rX   ODr}   result1Zresult2r~   )rX   ZwxZwyrX   rX   rX   r   )r/   r0   rm   ri   )ri   rX   rX   )r|   r~   )r|   r~   rX   )sortedzipr   r   r   r?   r@   rA   rB   renamer   r    )arraysZtuplesr   rG   r#   r!   r	   r	   r   test_frame_mixed_depth_get   s    

r   c           	      C   sp  | }g d}t d|dgd|dgd|dgd|d	gg|d
ddg}|d d|d< d|f}|jd | }t d|dgd|dgg|d
ddg}|d d|d< t|| |j|d  }t d|dgd|dgd|d	gg|d
ddg}|d d|d< t|| d|fd|f }}|j|| }t d|dgd|dgg|d
ddg}|d d|d< t|| d S )N)ri   rk   c               !   )   +   rm   ri   rk   r   int64)r   Z	set_indexZastyper   r   rp   )	nulls_fixturencolsrG   idxr#   r!   idx1idx2r	   r	   r   !test_frame_getitem_nan_multiindex   s6    "&&r   zindexer,expectedrk   ry   r0   rk   ry   r   r:   dtyperi   r   r/   r1   r0   ri   r_   r_   )r7   r6   )r   r   c                 C   sL   t g dg dgtddd|fgdd}|jd d | f }t|| d S )Nr   r   r   r   rk   r   r   )r   r   r   r   r   Zassert_equal)rY   r!   r   rG   r#   r	   r	   r   &test_frame_getitem_nan_cols_multiindex   s    Cr   c                  C   sV   g dg dg dg} g d}t ddgg dgg dg dgd	d
gd}t| ||dS )z;Fixture for DataFrame used in tests for gh-4145 and gh-4146)ri   der   frk   )r   r/   r1   r   r0   r   Zh1Zh3Zh5r   r   )A1A2ZB1B2)r   r   r   r   r   r   )r   r   r   r   r   r   mainsubr5   r9   )r   r   )datar   r:   r	   r	   r   dataframe_with_duplicate_indexN  s    r   rY   c                 C   s   | d S Nr   r   r	   rf   r	   r	   r   r   \  r   c                 C   s   | j d d df S r   r   rf   r	   r	   r   r   \  r   c                 C   sR   | }t g d}tjdgddgd}tg dg||dj}||}t|| d S )Nr   r   r   r   r   ri   r   r   r9   )r   r   r   r   ra   r   rp   )r   rY   rG   r   r:   r!   r#   r	   r	   r   test_frame_mi_access[  s    r   c                 C   s6   | }t g dg ddd}|d d }t|| d S )Nr   r   r   )r   r   r   )r   r   r    r   rG   r!   r#   r	   r	   r   #test_frame_mi_access_returns_seriesi  s    r   c                 C   sL   | }t g dg dgtddgddg ddj}|d d }t|| d S )	N)r   r/   r/   )r   r1   r1   r   r   r>   r   r9   r   )r   r   ra   r   rp   r   r	   r	   r   "test_frame_mi_access_returns_framet  s    r   c                  C   s\   t dtdtdgdggd} | g  }t ddgtdgdggg g gdd}t|| d S )Nr   r   r   r9   )r6   r7   )r   rn   r   Zfrom_productr   rp   rv   r	   r	   r   test_frame_mi_empty_slice  s     r   c                  C   s   g dg dg} t j| dd}tg d|dgd}|j|jd d df dkd d f j}|j|d d f }|jd	gt|j d d f }t|| d
|j|j|jd d df dk jdf< |}tg d|dgd}t|| d S )N)ri   ri   rk   ri   )ri   ri   rk   rk   )r   r   r   )r   r   r   r/   valuer9   r   Fr1   )r   Zfrom_arraysr   r   r   rC   r   rp   )r   r   rG   Zempty_multiindexr#   r!   r	   r	   r   test_loc_empty_multiindex  s    &(r   ))numpyr?   rD   Zpandasr   r   r   r   Zpandas._testingZ_testingr   Zpandas.core.indexingr   markZparametrizer$   rH   rP   rT   rF   
IndexErrorr[   r^   rd   rg   rq   rw   slicerz   r   r   nanr   r   Zfixturer   r   r   r   r   r   r	   r	   r	   r   <module>   s   *
	










 <



