o
    _~#gH                     @   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)      	   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   pdtimedelta_range)selfdf r*   /var/www/static.ux5.de/https/Moving-Object-Detection-with-OpenCV/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1.5s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&   	Timedeltar   getattrtmassert_frame_equal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   r;   r(   r)   r,   r@   r<   r*   r*   r+   test_extremaY   s
   zTestNumericOnly.test_extremafirstlastc                 C   rD   )N)r   r   r   r   r   r   r    r!   rE   rF   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!   rL   )r   r   r   r!   rE   )r(   r)   r,   r<   r@   r*   r*   r+   test_sum_cumsum   s   zTestNumericOnly.test_sum_cumsumprodcumprodc                 C   rD   )Nr/   rE   rF   r*   r*   r+   test_prod_cumprod   s   z!TestNumericOnly.test_prod_cumprodcummincummaxc                 C   rD   )N)r   r   r   r   r    r!   rE   rF   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)rB   rC   rQ   rR   rL   rO   |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)rK   r-   r.   rN   z-category type does not support sum operationsz,dtype->string]rH   rI   zcategory type does not supportFr3   )r5   
startswithNotImplementedError	TypeErrorjoinreescapepytestraisesr7   r8   assert_index_equalr#   )	r(   r)   r,   r@   r<   r=   	exceptionmsgr?   r*   r*   r+   r;      sT   

	

"zTestNumericOnly._checkN)__name__
__module____qualname__rb   fixturer)   markparametrizerA   rG   rJ   rM   rP   rS   r;   r*   r*   r*   r+   r	      s     

#




r	   r4   )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   rs   axisr
   r4   )rO   rL   difffillna
pct_changerankshift)rO   rL   r{   r}   r~   r   rR   rQ   rn   rm   r|   zDataFrameGroupBy.z with axis=1 is deprecated1got an unexpected keyword argument 'numeric_only')rO   rL   rY   z)got an unexpected keyword argument 'axis')r|   r   )z"not supported between instances ofz2can't multiply sequence by non-int of type 'float'unsupported operand typezhas no kernelr   (rU   )r   )rb   skipapplymarkerrk   xfailr   nprandomdefault_rngstandard_normalr5   r7   r   rc   r^   r8   assert_produces_warningFutureWarningpyarrowr   ArrowNotImplementedErrorr_   dropTr%   r   assert_equal)requestgroupby_funcr4   using_infer_stringrf   r)   groupsr=   r,   argskwargsno_argshas_axiswarn_msgmsgspaerrsr?   df_expectedr>   r*   r*   r+   test_axis1_numeric_only   sr   



$""	 $
r   zkernel, has_arg))allF)anyF)bfillF)corrT)ro   T)covT)rR   T)rQ   T)rO   T)rL   T)r{   F)ffillF)r|   F)rH   T)rm   T)rn   T)rI   T)rC   T)r-   T)r.   T)rB   T)nthF)nuniqueF)r}   F)rN   T)quantileT)semT)rp   T)stdT)rK   T)varTTFkeysa1a2c                 C   sR  t ddgddgddgdtg d}t| |}|tju ri nd|i}||}t|| }|rB|du rB||i |}	d|	jvs@J d S | d	v sO| d
v r|tju r| dkrUtnd }
d}t	j
|
|d ||i |}	W d    n1 srw   Y  d|	jv s~J d S |r|dusJ | drtnt}ddddddtd|  dg}| dkrd}n| dkrd}tj||d ||i | W d    d S 1 sw   Y  d S |s|tjurtjtdd ||i | W d    d S 1 sw   Y  d S | dv sJ |tju sJ tjtdd ||i | W d    d S 1 s"w   Y  d S )Nr
   r         )r   r   a3br4   Tr   r[   )r   r   r   r   r|   r   r   r|   %DataFrameGroupBy.fillna is deprecatedrY   rT   rU   znot allowed for this dtype+cannot be performed against 'object' dtypeszmust be a string or a.* numberr   rX   rV   rW   rn   z8'<' not supported between instances of 'type' and 'type'rm   z8'>' not supported between instances of 'type' and 'type'r   )r{   r}   )r   objectr   r   
no_defaultr5   r7   r#   r   r8   r   r\   r]   r^   r_   r`   ra   rb   rc   )kernelhas_argr4   r   r)   r   r   r=   r,   r?   warnrf   re   r*   r*   r+   test_numeric_only*  s^   $*



""$r   z4ignore:Downcasting object dtype arrays:FutureWarningdtypec              	   C   s  g d}t g d| d}||}|dkrt||rJ d S t||}t g d}||}t||}	t||}
d}d}||v r| tu r|dkrKd}nd	}|d
krStnd }d}tj||d# t	j
t|d ||
  W d    n1 suw   Y  W d    n1 sw   Y  nS| tu r|d
krtnd }d}tj||d ||
 }W d    n1 sw   Y  tj||d |	|
 }W d    n1 sw   Y  ||v r|t}t|| d}||vrd}t	j
t|d ||
ddi W d    d S 1 sw   Y  d S | tu r6dg d}t	j
t|d ||
ddi W d    d S 1 s/w   Y  d S | tkrp|dkrpd}tjt|d ||
ddi}||
ddi}W d    n	1 scw   Y  t|| d S ||
ddi}||
ddi}t|| d S )N)r   r   r
   )r
   r   r   )r   ro   )r   r   rR   rQ   rO   rL   r   )rH   rI   r   r   r   r   rK   r{   r}   r   r-   r.   rB   rC   rN   rp   r   r   z!is not supported for object dtyper|   r   rY   z"SeriesGroupBy.fillna is deprecated)rH   rI   rC   r-   r.   rB   rN   r   r   rp   r   rK   r   rR   rQ   rO   rL   r   r4   TrU   )z@SeriesGroupBy.sem called with numeric_only=True and dtype objectz=Series.skew does not allow numeric_only=True with non-numericz7cum(sum|prod|min|max) is not supported for object dtypezCCannot use numeric_only=True with SeriesGroupBy\..* and non-numericz-Allowing bool dtype in SeriesGroupBy.quantileF)r   r5   hasattrr7   r   r   r   r8   r   rb   rc   r^   r%   assert_series_equalr_   bool)r   r   r   grouperserr=   r,   expected_serexpected_gbexpected_methodr   fails_on_numeric_object
obj_resultrf   r   r   r?   r>   has_numeric_onlyr*   r*   r+   "test_deprecate_numeric_only_series  sz   










$
$r   )r`   numpyr   rb   pandas._libsr   pandasr&   r   r   r   r   r   pandas._testing_testingr8   pandas.tests.groupbyr   r	   rk   rl   r   r   r   filterwarningsr   r   r   r   r   r*   r*   r*   r+   <module>   s,     ?
W$
C