o
    թZhH                     @   s   d dl Z d dlZd dlZd dlmZ d dlZd dl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ejdg dd	d
 Zejdg dejdddejgejddgddggdd Zejdejdeeeegdd ZdS )    N)lib)	DataFrameIndexSeries	Timestamp
date_range)get_groupby_method_argsc                   @   s   e Zd Zejdd Zejdddgdd Zejddd	gd
d Z	ejdddgdd Z
ejdddgdd Zejdddgdd Zejdddgdd Zdd ZdS )TestNumericOnlyc                 C   sh   t g dg dg dtdttddg dtddd	tddd
dtjddddd	g dd}|S )N)   r
      )r
   r      )g      @g      @      @abccategory)      	   Z20130101r   )periods
US/Eastern)r   tzz1 ss)r   freq)	groupintfloatstringcategory_stringcategory_intdatetime
datetimetz	timedeltacolumns)r   listr   astyper   pdZtimedelta_range)selfdf r(   ]/var/www/html/lang_env/lib/python3.10/site-packages/pandas/tests/groupby/test_numeric_only.pyr'      s   
zTestNumericOnly.dfmethodmeanmedianc                 C   s   t g d}|d}tddgddgtdtdgd	d
gtdtdgtdddtdddgdt ddgddg dd}t||dd}t|	|| |j
}| |||| d S )Nr   r   r   r   g      @r   g      @r   z1.5sZ3sg      ?r   z2013-01-01 12:00:00z2013-01-03 00:00:00r   )r   )r   r   r    r   r   r   r
   r   )name)indexr"   Tnumeric_only)r   groupbyr   r%   Z	Timedeltar   getattrtmZassert_frame_equalZreindex_liker"   _check)r&   r'   r*   expected_columns_numericgbexpectedresultexpected_columnsr(   r(   r)   test_averages5   s*   


zTestNumericOnly.test_averagesminmaxc                 C   $   t g d}|}| |||| d S )N)r   r   r   r   r   r   r    r   r5   r&   r'   r*   r:   r6   r(   r(   r)   test_extremaY   s
   zTestNumericOnly.test_extremafirstlastc                 C   r>   )N)r   r   r   r   r   r   r   r    r?   r@   r(   r(   r)   test_first_lastm   s
   zTestNumericOnly.test_first_lastsumcumsumc                 C   s@   t g d}t g d}|dkrt g d}| |||| d S )Nr-   )r   r   r   r   r    rF   )r   r   r   r    r?   )r&   r'   r*   r6   r:   r(   r(   r)   test_sum_cumsum   s   zTestNumericOnly.test_sum_cumsumprodcumprodc                 C   r>   )Nr-   r?   r@   r(   r(   r)   test_prod_cumprod   s   z!TestNumericOnly.test_prod_cumprodcummincummaxc                 C   r>   )N)r   r   r   r   r   r    r?   r@   r(   r(   r)   test_cummin_cummax   s
   z"TestNumericOnly.test_cummin_cummaxc           	      C   s  | d}|drtnt}|dv rDddd| dtd| d	d
g}tj||d t	||  W d    n1 s>w   Y  nE|dv r|ddtd| d	td| dg}tj||d t	||  W d    n1 svw   Y  nt	|| }t
|j| |dvrdddd
d| dtd| d	td| dg}tj||d t	||dd W d    d S 1 sw   Y  d S t	||dd}t
|j| d S )Nr   cum)r<   r=   rK   rL   rF   rI   |zCategorical is not orderedzCannot perform z with non-ordered Categoricalagg function failed [how->,dtype->object]*function is not implemented for this dtypematch)rE   r+   r,   rH   z-category type does not support sum operationsz,dtype->string]rB   rC   zcategory type does not supportFr0   )r2   
startswithNotImplementedError	TypeErrorjoinreescapepytestraisesr3   r4   Zassert_index_equalr"   )	r&   r'   r*   r:   r6   r7   	exceptionmsgr9   r(   r(   r)   r5      sT   

	

"zTestNumericOnly._checkN)__name__
__module____qualname__r\   Zfixturer'   markparametrizer;   rA   rD   rG   rJ   rM   r5   r(   r(   r(   r)   r	      s     

#




r	   r1   )TFNc              	   C   s&  |dv r	t d |dv rd}| t jj|d ttjd	dg dd	}d
|d< g d}|
|}t||}t||}	ddi}
|d urK||
d< d}d}d| d}|d ur||v rd}|dv rt jt|d& tjt|d ||	i |
 W d    n1 sw   Y  W d    n
1 sw   Y  d S d S t jt|d ||	i |
 W d    d S 1 sw   Y  d S ||vrd}t jt|d ||	i |
 W d    d S 1 sw   Y  d S |d u s|sJ|dvrJd}|rdd l}t|jjf}nt}t j|dd| dd0 tjt|d ||	i |
 W d    n1 s*w   Y  W d    d S W d    d S 1 sCw   Y  d S tjt|d ||	i |
}W d    n	1 sdw   Y  |rs|jdd	jn|j}t|||	 j}|dkr|s|t}t|| d S )N)idxmaxidxminz5idxmax and idx_min tested in test_idxmin_idxmax_axis1)corrwithskewzDGH#47723 groupby.corrwith and skew do not correctly implement axis=1)reasonr   )
      )ABCDr!   xE)
r
   r   r   r
   r   r   r
   r   r   rk   Zaxisr
   r1   )rI   rF   difffillna
pct_changerankshift)rI   rF   rr   rt   ru   rv   rL   rK   rf   re   rs   zDataFrameGroupBy.z with axis=1 is deprecated1got an unexpected keyword argument 'numeric_only')rI   rF   rS   z)got an unexpected keyword argument 'axis')rs   rv   )z"not supported between instances ofz2can't multiply sequence by non-int of type 'float'unsupported operand typezhas no kernelr   (rO   )rv   )r\   skipZapplymarkerrc   Zxfailr   nprandomZdefault_rngZstandard_normalr2   r3   r   r]   rX   r4   assert_produces_warningFutureWarningZpyarrowr   ZArrowNotImplementedErrorrY   ZdropTr$   r   Zassert_equal)requestgroupby_funcr1   Zusing_infer_stringr_   r'   groupsr7   r*   argskwargsZno_argsZhas_axiswarn_msgZmsgspaZerrsr9   Zdf_expectedr8   r(   r(   r)   test_axis1_numeric_only   sr   



$""	 $
r   zkernel, has_arg))allF)anyF)bfillF)corrT)rg   T)covT)rL   T)rK   T)rI   T)rF   T)rr   F)ffillF)rs   F)rB   T)re   T)rf   T)rC   T)r=   T)r+   T)r,   T)r<   T)nthF)nuniqueF)rt   F)rH   T)quantileT)semT)rh   T)stdT)rE   T)varTTFkeysa1a2c                 C   sR  t ddgddgddgdtg d}t| |}|tju ri nd|i}||}t|| }|rB|du rB||i |}	d|	jvs@J d S | d	v sO| d
v r|tju r| dkrUtnd }
d}t	j
|
|d ||i |}	W d    n1 srw   Y  d|	jv s~J d S |r|dusJ | drtnt}ddddddtd|  dg}| dkrd}n| dkrd}tj||d ||i | W d    d S 1 sw   Y  d S |s|tjurtjtdd ||i | W d    d S 1 sw   Y  d S | dv sJ |tju sJ tjtdd ||i | W d    d S 1 s"w   Y  d S )Nr
   r         )r   r   a3br1   Tr   rU   )r   r   r   r   rs   r   r   rs   %DataFrameGroupBy.fillna is deprecatedrS   rN   rO   znot allowed for this dtype+cannot be performed against 'object' dtypeszmust be a string or a.* numberrx   rR   rP   rQ   rf   z8'<' not supported between instances of 'type' and 'type're   z8'>' not supported between instances of 'type' and 'type'rw   )rr   rt   )r   objectr   r   
no_defaultr2   r3   r"   r   r4   r~   rV   rW   rX   rY   rZ   r[   r\   r]   )Zkernelhas_argr1   r   r'   r   r   r7   r*   r9   warnr_   r^   r(   r(   r)   test_numeric_only*  s^   $*



""$r   z4ignore:Downcasting object dtype arrays:FutureWarningdtypec              	   C   s  g d}t g d| d}||}|dkrt||rJ d S t||}t g d}||}t||}	t||}
d}d}||v r| tu r|dkrKd}nd	}|d
krStnd }d}tj||d# t	j
t|d ||
  W d    n1 suw   Y  W d    n1 sw   Y  nS| tu r|d
krtnd }d}tj||d ||
 }W d    n1 sw   Y  tj||d |	|
 }W d    n1 sw   Y  ||v r|t}t|| d}||vrd}t	j
t|d ||
ddi W d    d S 1 sw   Y  d S | tu r6dg d}t	j
t|d ||
ddi W d    d S 1 s/w   Y  d S | tkrp|dkrpd}tjt|d ||
ddi}||
ddi}W d    n	1 scw   Y  t|| d S ||
ddi}||
ddi}t|| d S )N)r   r   r
   )r
   r   r   )r   rg   )r   r   rL   rK   rI   rF   r   )rB   rC   r   r   r   rv   rE   rr   rt   r   r+   r,   r<   r=   rH   rh   r   r   z!is not supported for object dtypers   r   rS   z"SeriesGroupBy.fillna is deprecated)rB   rC   r=   r+   r,   r<   rH   r   r   rh   r   rE   r   rL   rK   rI   rF   rw   r1   TrO   )z@SeriesGroupBy.sem called with numeric_only=True and dtype objectz=Series.skew does not allow numeric_only=True with non-numericz7cum(sum|prod|min|max) is not supported for object dtypezCCannot use numeric_only=True with SeriesGroupBy\..* and non-numericz-Allowing bool dtype in SeriesGroupBy.quantileF)r   r2   hasattrr3   r   r   r   r4   r~   r\   r]   rX   r$   Zassert_series_equalrY   bool)r   r   r   ZgrouperZserr7   r*   Zexpected_serZexpected_gbZexpected_methodr   Zfails_on_numeric_objectZ
obj_resultr_   r   r   r9   r8   Zhas_numeric_onlyr(   r(   r)   "test_deprecate_numeric_only_series  sz   










$
$r   )rZ   numpyr|   r\   Zpandas._libsr   Zpandasr%   r   r   r   r   r   Zpandas._testingZ_testingr4   Zpandas.tests.groupbyr   r	   rc   rd   r   r   r   filterwarningsr   r   r   r   r   r(   r(   r(   r)   <module>   s,     ?
W$
C