a
    Pªf75  ã                   @   s®   d dl mZ d dlm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 d dlmZ G dd„ dƒ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 )é    )Úproduct)Úascii_lowercaseN)Ú	DataFrameÚIndexÚ
MultiIndexÚPeriodÚSeriesÚ	TimedeltaÚ	TimestampÚ
date_rangec                   @   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
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#d$d%„ ed&d'ƒD ƒd(d%„ ed&d'ƒD ƒd)d%„ ed&d'ƒD ƒd*d%„ ed&d'ƒD ƒd+d%„ ed&d'ƒD ƒg¡d,d-„ ƒZd.d/„ Zd0d1„ Zd2d3„ Zd4S )5ÚTestCountingc                 C   sb   t dgdgdgdgdggdgd}| d¡}|j}tg d¢ƒ}t || ¡ ¡ t || ¡ ¡ d S )NÚaÚbÚA©Úcolumns©r   é   é   r   é   ©r   Úgroupbyr   r   ÚtmÚassert_series_equalÚcumcount©ÚselfÚdfÚgÚsgÚexpected© r!   ú[/var/www/ai-form-bot/venv/lib/python3.9/site-packages/pandas/tests/groupby/test_counting.pyÚtest_cumcount   s    "
zTestCounting.test_cumcountc                 C   sN   t ƒ jdd}ttdjdd}tdd}t || ¡ ¡ t || ¡ ¡ d S ©Nr   )Úlevel©ÚdtypeÚint64)r   r   r   Úobjectr   r   r   ©r   ÚgeÚseÚer!   r!   r"   Útest_cumcount_empty   s
    
z TestCounting.test_cumcount_emptyc                 C   st   t dgdgdgdgdggdgdgd d}| d¡}|j}tg d¢dgd d}t || ¡ ¡ t || ¡ ¡ d S )	Nr   r   r   r   é   ©r   Úindexr   ©r1   r   r   r!   r!   r"   Útest_cumcount_dupe_index)   s    "ÿ
z%TestCounting.test_cumcount_dupe_indexc                 C   s   t  ddgddgddgddgddgg¡}tdgdgdgdgdggdg|d}| d¡}|j}tg d¢|d	}t || ¡ ¡ t || ¡ ¡ d S )
Nr   r   r   r   r   r   r0   r   r2   )	r   Úfrom_tuplesr   r   r   r   r   r   r   ©r   Úmir   r   r   r    r!   r!   r"   Útest_cumcount_mi5   s    ($
zTestCounting.test_cumcount_mic                 C   sx   t dgdgdgdgdggdgdgd d}| g d¢¡}|j}tg d¢dgd d	}t || ¡ ¡ t || ¡ ¡ d S )
Nr   r   r   r   r/   r0   ©r   r   r   r   r   r   r2   r   r   r!   r!   r"   Útest_cumcount_groupby_not_col@   s    "ÿz*TestCounting.test_cumcount_groupby_not_colc                 C   sP   t dtdƒiƒ}| d¡}|j}tg d¢ƒ}t || ¡ ¡ t || ¡ ¡ d S )Nr   Úaaabar8   ©r   Úlistr   r   r   r   r   Úngroupr   r!   r!   r"   Útest_ngroupL   s    
zTestCounting.test_ngroupc                 C   sT   t dtdƒiƒ}| d¡}|j}ttdƒdd}t || ¡ ¡ t || ¡ ¡ d S )Nr   Zabcder/   r(   r&   )	r   r<   r   r   r   Úranger   r   r=   r   r!   r!   r"   Útest_ngroup_distinctV   s    
z!TestCounting.test_ngroup_distinctc                 C   sT   t ddgd iƒ}| d¡}|j}tdgd ƒ}t || ¡ ¡ t || ¡ ¡ d S )Nr   r   r/   )r   r   r   r   r   r   r=   r   r!   r!   r"   Útest_ngroup_one_group`   s    
z"TestCounting.test_ngroup_one_groupc                 C   sN   t ƒ jdd}ttdjdd}tdd}t || ¡ ¡ t || ¡ ¡ d S r$   )r   r   r   r)   r   r   r=   r*   r!   r!   r"   Útest_ngroup_emptyj   s
    
zTestCounting.test_ngroup_emptyc                 C   s@   t dtdƒiƒ}ttdƒƒ}t | |¡ ¡ | |¡ ¡ ¡ d S )Nr   r:   )r   r<   r   r   r   r   r=   )r   r   Úsr!   r!   r"   Ú test_ngroup_series_matches_framet   s    z-TestCounting.test_ngroup_series_matches_framec                 C   sd   t dtdƒidgd d}| d¡}|j}tg d¢dgd d}t || ¡ ¡ t || ¡ ¡ d S ©Nr   r:   r   r/   r2   r8   r;   r   r!   r!   r"   Útest_ngroup_dupe_indexz   s    
z#TestCounting.test_ngroup_dupe_indexc                 C   s€   t  ddgddgddgddgddgg¡}tdtdƒi|d}| d¡}|j}tg d¢|d}t || 	¡ ¡ t || 	¡ ¡ d S )Nr   r   r   r   r:   r2   r8   )
r   r4   r   r<   r   r   r   r   r   r=   r5   r!   r!   r"   Útest_ngroup_mi„   s    (
zTestCounting.test_ngroup_mic                 C   sh   t dtdƒidgd d}| g d¢¡}|j}tg d¢dgd d}t || ¡ ¡ t || ¡ ¡ d S rE   r;   r   r!   r!   r"   Útest_ngroup_groupby_not_colŽ   s    z(TestCounting.test_ngroup_groupby_not_colc                 C   sx   t g d¢dgd}| dg¡}tg d¢ƒ}tg d¢ƒ}t ||jd | ¡ t ||jdd¡ t ||jd	d¡ d S )
N)r   r   r   r   r   r   r   )r   r   r   r   r   )r   r   r   r   r   r   T)Ú	ascendingF)r   r   r   r   r   Zngroupsr=   )r   r   r   rI   Z
descendingr!   r!   r"   Útest_ngroup_descending˜   s    z#TestCounting.test_ngroup_descendingc                 C   s€   t ddgddgddgddgddggddgd}| ddg¡}| ¡ }| ¡ }tg d¢ƒ}tg d	¢ƒ}t ||¡ t ||¡ d S )
Nr   ÚxÚyr   r   ÚXr   r   r8   )r   r   r=   r   r   r   r   )r   r   r   Zg_ngroupZ
g_cumcountZexpected_ngroupZexpected_cumcountr!   r!   r"   Útest_ngroup_matches_cumcount£   s     þz)TestCounting.test_ngroup_matches_cumcountc                    sŽ   t tdƒddD ]x‰tdˆiƒ}| dg¡}ttˆƒƒ‰ ‡ fdd„ˆD ƒ}‡fdd„tˆƒD ƒ}t | 	¡ t
|ƒ¡ t | ¡ t
|ƒ¡ qd S )Nr   é   )Úrepeatr   c                    s   g | ]}ˆ   |¡‘qS r!   r2   )Ú.0Úval)Úorderr!   r"   Ú
<listcomp>¹   ó    z:TestCounting.test_ngroup_cumcount_pair.<locals>.<listcomp>c                    s"   g | ]\}}ˆ d |…   |¡‘qS ©N)Úcount)rQ   ÚirR   )Úpr!   r"   rT   º   rU   )r   r?   r   r   ÚsortedÚsetÚ	enumerater   r   r=   r   r   )r   r   r   ZngroupdZ
cumcountedr!   )rS   rY   r"   Útest_ngroup_cumcount_pair²   s    z&TestCounting.test_ngroup_cumcount_pairc           	      C   s¾   t dtj d¡ tdƒd¡iƒ}|jd|d}d|d< d|d< t|ƒD ]>\}\}}||j|j	df< t|j	ƒD ]\}}||j|df< qlqFt
 t|d jƒ| ¡ ¡ t
 t|d jƒ| ¡ ¡ d S )	Nr   r   Zabcdeféd   )ÚsortéÿÿÿÿZgroup_idZgroup_index)r   ÚnpÚrandomÚdefault_rngÚchoicer<   r   r\   Úlocr1   r   r   r   Úvaluesr=   r   )	r   r_   r   r   rX   Ú_ÚgroupÚjÚindr!   r!   r"   Ú"test_ngroup_respects_groupby_order¿   s     z/TestCounting.test_ngroup_respects_groupby_orderÚdatetimelikec                 C   s   g | ]}t d |d›dƒ‘qS )ú2016-05-Ú02dz 20:09:25+00:00©r
   ©rQ   rX   r!   r!   r"   rT   Ð   rU   zTestCounting.<listcomp>r   rO   c                 C   s   g | ]}t d |d›dƒ‘qS )rm   rn   ú	 20:09:25ro   rp   r!   r!   r"   rT   Ñ   rU   c                 C   s"   g | ]}t d |d›ddd‘qS )rm   rn   rq   ÚUTC)Útzro   rp   r!   r!   r"   rT   Ò   rU   c                 C   s   g | ]}t |d d‘qS )Úh)Úunit)r	   ©rQ   rK   r!   r!   r"   rT   Ó   rU   c                 C   s   g | ]}t d d|d‘qS )Z2Wiá  )ÚfreqÚyearÚmonth)r   rv   r!   r!   r"   rT   Ô   rU   c                 C   sP   t g d¢|dœƒ}| d¡ ¡ }t dddgiddgd	}d|j_t ||¡ d S )
N)r   r   r   )rK   rL   rK   rL   r   r   r   r   r2   )r   r   rW   r1   Únamer   Úassert_frame_equal)r   rl   r   Úresr    r!   r!   r"   Útest_count_with_datetimelikeÍ   s
    z)TestCounting.test_count_with_datetimelikec                 C   sx   t tjtjgddgddgdœƒ}| ddg¡j ¡ }tg ddggg g gddgd}tg |tjd	d
}t	j
||dd d S )Nr   r   r   r   ©r   ÚBÚCr   r   )ZlevelsÚcodesÚnamesr€   )r1   r'   rz   F)Zcheck_index_type)r   ra   Únanr   r€   rW   r   r   r(   r   r   )r   r   Úresultr6   r    r!   r!   r"   Ú(test_count_with_only_nans_in_first_groupá   s
     z5TestCounting.test_count_with_only_nans_in_first_groupc                 C   s^   t g d¢ddtjddgdœƒ}| dg¡ ¡ }t tg d¢dd	d
g d¢id}t ||¡ d S )N)r   r   r   r   r   r/   rO   r   r   )r   r   r   )g        g      @g      @g      @©rz   r   )r   r   r   r   )r1   Údata)r   ra   rƒ   r   rW   r   r   r{   )r   r   r|   r    r!   r!   r"   Ú4test_count_groupby_column_with_nan_in_groupby_columné   s    ÿzATestCounting.test_count_groupby_column_with_nan_in_groupby_columnc                 C   s‚   t dddd}tt d¡|t d¡gd}| dd„ ¡}| ¡ }tt d¡t d¡|gd}| dd„ ¡}| ¡ }t ||¡ d S )	Nz1/1/2012Z5miné
   )Ústartrw   Úperiodsr2   c                 S   s   | d d dkS )Nr   r   r   r!   ©rK   r!   r!   r"   Ú<lambda>÷   rU   z@TestCounting.test_groupby_count_dateparseerror.<locals>.<lambda>c                 S   s   | d d dkS )Nr   r   r!   rŒ   r!   r!   r"   r   û   rU   )r   r   ra   Úaranger   rW   r   r   )r   ÚdrZserÚgroupedr„   r    r!   r!   r"   Ú!test_groupby_count_dateparseerrorò   s    z.TestCounting.test_groupby_count_dateparseerrorN)Ú__name__Ú
__module__Ú__qualname__r#   r.   r3   r7   r9   r>   r@   rA   rB   rD   rF   rG   rH   rJ   rN   r]   rk   ÚpytestÚmarkZparametrizer?   r}   r…   rˆ   r‘   r!   r!   r!   r"   r      s<   








ûþ


	r   c                  C   s\   t tdƒt d¡ d¡dœƒ} tddgtddgdd	d
d}|  d¡j 	¡ }t
 ||¡ d S )NÚababrO   ztimedelta64[ns])r   Údeltar   r   r   r   r†   r˜   ©r1   rz   )r   r<   ra   rŽ   Úastyper   r   r   r˜   rW   r   r   )r   r    r„   r!   r!   r"   Ú#test_groupby_timedelta_cython_count  s    ÿr›   c                  C   s¾  d} t d| d dd}ttj d¡ ttƒ| ¡tj d¡ dd| ¡tj d¡ 	| ¡ 
d	¡tj d¡ d
d| ¡tj d¡ || ¡tj d¡ 	| ¡ 
d	¡tj d¡ 	| ¡ 
d	¡tj d¡ || ¡tj d¡ |d¡ tj d¡ ttƒ| ¡dœ	ƒ}|j g d¢¡D ](}tj|jtj d¡ | | d ¡|f< qþ|d  d¡|d< ddddgfD ]p}| |¡ ¡ }d}tjt|d, | |¡ tj¡j|dd}W d   ƒ n1 s 0    Y  t ||¡ qHd S )Ni €  z
2015-08-30r‰   Úmin)r‹   rw   r   r   r/   r   iöÿÿÿr   )	Ú1stÚ2ndZ3rdÚ4thZ5thZ6thZ7thZ8thÚ9th)r   rž   rŸ   r    Úcategoryr   rž   z7DataFrameGroupBy.apply operated on the grouping columns)Úmatch)Zaxis)r   r   ra   rb   rc   rd   r<   r   ÚintegersZstandard_normalÚroundr   Zdroprƒ   re   rš   r   rW   r   Zassert_produces_warningÚDeprecationWarningÚapplyr{   )Únr   r   ÚcolÚkeyÚleftÚmsgÚrightr!   r!   r"   Ú
test_count
  s2    ÿöÿ&<r­   c                  C   s¸   t g d¢dtjdgdtjtjggg d¢d} |  d¡ ¡ }| jddd	 ¡ }t dd
gddggddgddgd}d|j_t || 	¡ ¡ t ||¡ |  d¡d  ¡ }t 
||d ¡ d S )N)r   r   Zfoor   Úbarr   r~   r   r   F)Zas_indexr   r   r   r€   r0   )r   ra   rƒ   r   rW   r1   rz   r   r{   Zreset_indexr   )r   Zcount_asZcount_not_asr    Zcount_Br!   r!   r"   Útest_count_non_nulls*  s    þ"r¯   c                  C   sØ   t dgd dgd  dgd dgd  dœƒ} |  d¡j ¡ }tddgtddgdddd}t ||¡ t dtj	tj	gdgd  dgd dgd  dœƒ} |  d¡j ¡ }td	dgtddgdddd}t ||¡ d S )
Nr   r   r   r   )r   Úcr°   r†   r™   r   )
r   r   r   rW   r   r   r   r   ra   rƒ   ©r   r„   r    r!   r!   r"   Útest_count_object>  s    .2r²   c                  C   s¸   t  t j d¡ ddd¡t j d¡ ddd¡f¡ d¡} t| g d¢d}t j||dk< | dd	g¡ 	¡ }d
D ]F}|d  |¡|d< |d  |¡|d< | dd	g¡ 	¡ }t
 ||¡ qld S )Nr   r   r/   )r^   r   Zfloat64)r   r   r°   Údr   r°   r³   )Zfloat32r)   r   r   )ra   Zhstackrb   rc   r£   rš   r   rƒ   r   rW   r   r{   )Úvalsr   r    Útr„   r!   r!   r"   Útest_count_cross_typeJ  s    þÿûr¶   c                  C   sŠ   t t g d¢tj¡t g d¢tj¡t g d¢tj¡tdƒdœƒ} |  d¡ ¡ }t ddgddgddgdœt	td	ƒdd
d}t
 ||¡ d S )N)r   r   r   r^   )r   r   r   é   )rO   r/   r·   é   r—   )r   r   r°   Úgrpr¹   r   )r   r   r°   Úabr†   r2   )r   ra   ÚarrayZint8Zuint32Zint16r<   r   rW   r   r   r{   r±   r!   r!   r"   Útest_lower_int_prec_count_  s    üÿ$ÿr¼   c                     s„   G dd„ dt ƒ‰G ‡fdd„dƒ‰ t‡ fdd„tdƒD ƒtdƒd	œƒ} |  d
¡ ¡ }tdddgittdƒd
dd}t ||¡ d S )Nc                   @   s   e Zd ZdS )zAtest_count_uses_size_on_exception.<locals>.RaisingObjectExceptionN)r’   r“   r”   r!   r!   r!   r"   ÚRaisingObjectExceptionp  s   r½   c                       s0   e Zd Zdddœ‡ fdd„Z‡fdd„Z‡  ZS )	z8test_count_uses_size_on_exception.<locals>.RaisingObjectúI will raise inside CythonN)Úreturnc                    s   t ƒ  ¡  || _d S rV   )ÚsuperÚ__init__r«   )r   r«   ©Ú	__class__r!   r"   rÁ   t  s    
zAtest_count_uses_size_on_exception.<locals>.RaisingObject.__init__c                    s   ˆ | j ƒ‚d S rV   )r«   )r   Úother©r½   r!   r"   Ú__eq__x  s    z?test_count_uses_size_on_exception.<locals>.RaisingObject.__eq__)r¾   )r’   r“   r”   rÁ   rÆ   Ú__classcell__r!   rÅ   rÂ   r"   ÚRaisingObjects  s   rÈ   c                    s   g | ]
}ˆ ƒ ‘qS r!   r!   )rQ   rg   )rÈ   r!   r"   rT   |  rU   z5test_count_uses_size_on_exception.<locals>.<listcomp>rO   r—   )r   r¹   r¹   r   r   rº   r†   r2   )	Ú	Exceptionr   r?   r<   r   rW   r   r   r{   r±   r!   )rÈ   r½   r"   Ú!test_count_uses_size_on_exceptiono  s    	$ rÊ   c                 C   sb   t  d¡ tg d¢tg d¢| ddœƒ}| d¡ ¡ }tdditg d¢dd	d
}t ||¡ d S )NZpyarrow)r   r   r   )r   r   r   r&   )r   r   r   r   r   r†   r2   )	r•   Zimportorskipr   r   r   rW   r   r   r{   )Zany_string_dtyper   r„   r    r!   r!   r"   Útest_count_arrow_string_array‚  s    
ÿrË   )Ú	itertoolsr   Ústringr   Únumpyra   r•   Zpandasr   r   r   r   r   r	   r
   r   Zpandas._testingZ_testingr   r   r›   r­   r¯   r²   r¶   r¼   rÊ   rË   r!   r!   r!   r"   Ú<module>   s   (
 n	 