o
    $jJ                     @   s   d dl Z d dlZd dlZd dlmZ d dlZd dlmZm	Z	m
Z
mZmZ d dlmZ d dlmZ G dd dZejdg dd	d
 Zejdg dejdddejgejddgddggdd Zejdejdeeeegdd ZdS )    N)lib)	DataFrameIndexSeries	Timestamp
date_range)get_groupby_method_argsc                   @   s   e Zd Zejdd Zejdddgdd Zejddd	gd
d Z	ejdddgdd Z
ejdddgdd Zejdddgdd Zejdddgdd Zdd ZdS )TestNumericOnlyc                 C   s~   t g dg dg dtg dddtg dtdttddg d	td
ddtd
dddtjddddd
g dd}|S )N)   r
      )r
   r      )g      @g      @      @)abcstrdtypeabccategory)      	   Z20130101r   )periods
US/Eastern)r   tzz1 ss)r   freq)
groupintfloatstringobjectcategory_stringcategory_intdatetime
datetimetz	timedeltacolumns)r   r   r"   listastyper   pdZtimedelta_range)selfdf r/   g/var/www/html/Deteccion_Ine/venv/lib/python3.10/site-packages/pandas/tests/groupby/test_numeric_only.pyr.      s   
zTestNumericOnly.dfmethodmeanmedianc                 C   s   t g d}|d}tddgddgtdtdgd	d
gtdtdgtdddtdddgdt ddgddg dd}t||dd}t|	|| |j
}| |||| d S )Nr   r    r$   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$   r    r'   r   r%   r&   r
   r   )name)indexr)   Tnumeric_only)r   groupbyr   r,   Z	Timedeltar   getattrtmZassert_frame_equalZreindex_liker)   _check)r-   r.   r1   expected_columns_numericgbexpectedresultexpected_columnsr/   r/   r0   test_averages7   s*   


zTestNumericOnly.test_averagesminmaxc                 C   $   t g d}|}| |||| d S )N)r   r    r!   r$   r%   r&   r'   r   r<   r-   r.   r1   rA   r=   r/   r/   r0   test_extrema[   s
   zTestNumericOnly.test_extremafirstlastc                 C   rE   )N)	r   r    r!   r"   r#   r$   r%   r&   r'   rF   rG   r/   r/   r0   test_first_lasto   s
   zTestNumericOnly.test_first_lastsumcumsumc                 C   s@   t g d}t g d}|dkrt g d}| |||| d S )Nr4   )r   r    r!   r$   r'   rM   )r   r    r$   r'   rF   )r-   r.   r1   r=   rA   r/   r/   r0   test_sum_cumsum   s   zTestNumericOnly.test_sum_cumsumprodcumprodc                 C   rE   )Nr4   rF   rG   r/   r/   r0   test_prod_cumprod   s   z!TestNumericOnly.test_prod_cumprodcummincummaxc                 C   rE   )N)r   r    r$   r%   r&   r'   rF   rG   r/   r/   r0   test_cummin_cummax   s
   z"TestNumericOnly.test_cummin_cummaxc           	      C   s  | d}|drttfnt}|dv rKddd| dtd| d	d
d| dg}tj||d t	||  W d    n1 sEw   Y  nJ|dv rddtd| d	td| dd| dg}tj||d t	||  W d    n1 sw   Y  nt	|| }t
|j| |dvrdddd
d| dtd| d	td| d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)rC   rD   rR   rS   rM   rP   |zCategorical is not orderedzCannot perform z with non-ordered Categoricalagg function failed [how->,dtype->object]*function is not implemented for this dtypez(dtype 'str' does not support operation ''match)rL   r2   r3   rO   z-category type does not support sum operationsz,dtype->string]rI   rJ   zcategory type does not supportFr7   )r9   
startswithNotImplementedError	TypeErrorjoinreescapepytestraisesr:   r;   Zassert_index_equalr)   )	r-   r.   r1   rA   r=   r>   	exceptionmsgr@   r/   r/   r0   r<      s\   






"zTestNumericOnly._checkN)__name__
__module____qualname__rd   Zfixturer.   markparametrizerB   rH   rK   rN   rQ   rT   r<   r/   r/   r/   r0   r	      s     

#




r	   r8   )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|sL|dvrLd}|rt d}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 sEw   Y  d S tjt|d ||	i |
}W d    n	1 sfw   Y  |ru|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   Zaxisr
   r8   )rP   rM   difffillna
pct_changerankshift)rP   rM   rz   r|   r}   r~   rS   rR   rn   rm   r{   zDataFrameGroupBy.z with axis=1 is deprecated1got an unexpected keyword argument 'numeric_only')rP   rM   r[   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 kernelzBoperation 'sub' not supported for dtype 'str' with dtype 'float64'Zpyarrow(rV   )r~   )rd   skipZapplymarkerrk   Zxfailr   nprandomZdefault_rngZstandard_normalr9   r:   r   re   r`   r;   assert_produces_warningFutureWarningZimportorskipr   ZArrowNotImplementedErrorra   ZdropTr+   r    Zassert_equal)requestgroupby_funcr8   Zusing_infer_stringrg   r.   groupsr>   r1   argskwargsZno_argsZhas_axiswarn_msgZmsgspaZerrsr@   Zdf_expectedr?   r/   r/   r0   test_axis1_numeric_only   sr   



$""

 $
r   zkernel, has_arg))allF)anyF)bfillF)corrT)ro   T)covT)rS   T)rR   T)rP   T)rM   T)rz   F)ffillF)r{   F)rI   T)rm   T)rn   T)rJ   T)rD   T)r2   T)r3   T)rC   T)nthF)nuniqueF)r|   F)rO   T)quantileT)semT)rp   T)stdT)rL   T)varTTFkeysa1a2c                 C   sf  t ddgddgddgdtg d}t| |}|tju ri nd|i}||}t|| }|rB|du rB||i |}	d|	jvs@J d S | d	v sO| d
v r|tju r| dkrUtnd }
d}t	j
|
|d ||i |}	W d    n1 srw   Y  d|	jv s~J d S |r|dusJ | drtnt}ddddddtd|  dg}| dkrd}n| dkrd}n| dkrd}tj||d ||i | W d    d S 1 sw   Y  d S |s|tjurtjtdd ||i | W d    d S 1 sw   Y  d S | dv s	J |tju sJ tjtdd ||i | W d    d S 1 s,w   Y  d S )Nr
   r         )r   r   a3r   r8   Tr   r]   )r   r   r   r   r{   r   r   r{   %DataFrameGroupBy.fillna is deprecatedr[   rU   rV   znot allowed for this dtypez+cannot be performed against 'object' dtypeszmust be a string or a.* numberr   rY   rW   rX   r   4dtype 'object' does not support operation 'quantile'rn   z8'<' not supported between instances of 'type' and 'type'rm   z8'>' not supported between instances of 'type' and 'type'r   )rz   r|   )r   r"   r   r   
no_defaultr9   r:   r)   r   r;   r   r^   r_   r`   ra   rb   rc   rd   re   )ZkernelZhas_argr8   r   r.   r   r   r>   r1   r@   warnrg   rf   r/   r/   r0   test_numeric_only3  sb   $*



""$r   z4ignore:Downcasting object dtype arrays:FutureWarningr   c              	   C   s  g d}t g d| d}||}|dkrt||rJ d S t||}t g d}||}t||}	t||}
d}d}||v r| tu r|dkrKd}nd	}|d
krStnd }d}tj||d# t	j
t|d ||
  W d    n1 suw   Y  W d    n1 sw   Y  nS| tu r|d
krtnd }d}tj||d ||
 }W d    n1 sw   Y  tj||d |	|
 }W d    n1 sw   Y  ||v r|t}t|| d}||vrd}t	j
t|d ||
ddi W d    d S 1 sw   Y  d S | tu r6dg d}t	j
t|d ||
ddi W d    d S 1 s/w   Y  d S | tkrp|dkrpd}tjt|d ||
ddi}||
ddi}W d    n	1 scw   Y  t|| d S ||
ddi}||
ddi}t|| d S )N)r   r   r
   )r
   r   r   r   ro   )r   r   rS   rR   rP   rM   r   )rI   rJ   r   r   r   r~   rL   rz   r|   r   r2   r3   rC   rD   rO   rp   r   r   z!is not supported for object dtyper{   r   r[   z"SeriesGroupBy.fillna is deprecated)rI   rJ   rD   r2   r3   rC   rO   r   r   rp   r   rL   r   rS   rR   rP   rM   r   r8   TrV   )z@SeriesGroupBy.sem called with numeric_only=True and dtype objectz=Series.skew does not allow numeric_only=True with non-numericz7cum(sum|prod|min|max) is not supported for object dtypezCCannot use numeric_only=True with SeriesGroupBy\..* and non-numericz-Allowing bool dtype in SeriesGroupBy.quantileF)r   r9   hasattrr:   r   r"   r   r;   r   rd   re   r`   r+   Zassert_series_equalra   bool)r   r   r   ZgrouperZserr>   r1   Zexpected_serZexpected_gbZexpected_methodr   Zfails_on_numeric_objectZ
obj_resultrg   r   r   r@   r?   Zhas_numeric_onlyr/   r/   r0   "test_deprecate_numeric_only_series  sz   










$
$r   )rb   numpyr   rd   Zpandas._libsr   Zpandasr,   r   r   r   r   r   Zpandas._testingZ_testingr;   Zpandas.tests.groupbyr   r	   rk   rl   r   r   r   filterwarningsr   r   r    r"   r   r/   r/   r/   r0   <module>   s,     G
X$
E