a
    nÝEbs&  ã                   @   sº  d dl mZ d dlZd dlZd dlZd dlmZ d dlm	Z	m
Z
mZ d dlmZ d dlmZ d dlmZmZ ej dg d¢¡ej d	ejg i d
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¡e eejdd/d0gƒg d1¢¡e ed2 ¡ ƒg d3¢¡ƒ¡d4d5„ ƒZej d#ee eejd$�d6eg e
g ƒejd$�fd7eg e
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¡ƒ¡dFdG„ ƒZ"ej d<ee e	ƒ d6e	ƒ fd7e	ƒ fg¡e e	ejdgdd/ggƒd6e	ejdgdd/ggƒfd7e	ejdgdd0ggƒfg¡ƒ¡dHdI„ ƒZ#ej de¡dJdK„ ƒZ$ej de¡dLdM„ ƒZ%ej dNg dO¢¡dPdQ„ ƒZ&dS )Ré    )ÚchainN)Ú	is_number)Ú	DataFrameÚIndexÚSeries)Ú"maybe_normalize_deprecated_kernels)Úframe_transform_kernelsÚseries_transform_kernelsÚfunc©ÚsumÚmeanÚminÚmaxÚstdz	args,kwdsZno_args_or_kwds)Úidé   Zaxis_from_argsÚaxisZaxis_from_kwdsZnumeric_onlyTZoptional_kwdsZargs_and_kwdsÚhowÚaggÚapplyc                 C   sl   t |ƒdkr,|dkr,| j tjjtdd�¡ t||ƒ|g|¢R i |¤Ž}t||ƒ|i |¤Ž}t 	||¡ d S )Nr   r   z>agg/apply signature mismatch - agg passes 2nd argument to func)ZraisesÚreason)
ÚlenÚnodeÚ
add_markerÚpytestÚmarkÚxfailÚ	TypeErrorÚgetattrÚtmÚassert_series_equal)ÚrequestÚfloat_framer
   ÚargsÚkwdsr   ÚresultÚexpected© r(   ú[/home/ja/django-apps/lartica_env/lib/python3.9/site-packages/pandas/tests/apply/test_str.pyÚtest_apply_with_string_funcs   s    þÿr*   c                 C   s0   dD ]&}|   |¡}t| |ƒƒ }||ksJ ‚qd S )Nr   )r   r   )Zdatetime_seriesÚargr&   r'   r(   r(   r)   Útest_with_string_args0   s    
r,   Úop)r   Úmedianr   Úvarc                 C   sl   t ddgddgdœƒ} t| |ƒ|ƒ}|dv r4ddini }ttt|ƒ| fdd	i|¤Ž| jd
�}t ||¡ d S )Nr   é   é   é   )ÚaÚb)r   r/   Zddofr   r   )Úindex)r   r   r   ÚnpÚcolumnsr    r!   )r#   r-   r   r&   Úkwargsr'   r(   r(   r)   Útest_apply_np_reducer8   s    ÿr9   )ÚabsÚceilÚcosÚcumsumÚexpÚlogÚsqrtZsquareÚ	transformc                 C   sp   d| j d< d }|dv rt}t |¡�, t| |ƒ|ƒ}tt|ƒ| ƒ}W d   ƒ n1 sV0    Y  t ||¡ d S )Ng      ð¿)r   r   )r?   r@   )ZilocÚRuntimeWarningr    Zassert_produces_warningr   r6   Úassert_frame_equal)r#   r-   r   Úwarnr&   r'   r(   r(   r)   Útest_apply_np_transformerF   s    	
,rE   zseries, func, expected)Zdtype)r   r   r   r   ©ÚallT)ÚanyFr   )Úprodr   r   r/   r.   r0   r1   )
)r   é   )r   r1   )r   r   rF   ©rH   T)r   r0   )rI   rJ   )r   r   )r/   r   )r.   r0   za b c))r   Úabc)r   Úc)r   r3   rF   rK   c                 C   s8   |   |¡}t|ƒr(tj||dd�s4J ‚n||ks4J ‚d S )NT)Z	equal_nan)r   r   r6   Úisclose©Zseriesr
   r'   r&   r(   r(   r)   Útest_agg_cython_table_seriesZ   s    1
rP   Zcumprodr=   rJ   )r3   ÚabrL   c                 C   s   |   |¡}t ||¡ d S )N©r   r    r!   rO   r(   r(   r)   Ú&test_agg_cython_table_transform_series’   s    
rS   zdf, func, expectedr   Úfloat64rG   rH   rI   g      ð?g      ø?g»¹øÛž æ?g      à?c                 C   s   | j ||d�}t ||¡ d S )N©r   rR   ©Údfr
   r'   r   r&   r(   r(   r)   Útest_agg_cython_table_frame°   s    'rX   c                 C   s8   |dks|dkr|  d¡}| j||d�}t ||¡ d S )Nr7   r   rT   rU   )Zastyper   r    rC   rV   r(   r(   r)   Ú%test_agg_cython_table_transform_frameÛ   s    
rY   c                 C   sf   t |ƒ}|dkrdgng }t | jd ¡}|  |¡j|g|¢R Ž }| j|dg|¢R Ž }t ||¡ d S )NÚfillnaç        r   )r   r6   ÚonesÚshapeÚgroupbyrA   r    r!   )Zstring_seriesr-   r$   r\   r'   r&   r(   r(   r)   Ú$test_transform_groupby_kernel_seriesö   s    r_   c                 C   sX  t |ƒ}|r2|dkr2| dv r2|j tjjdd�¡ |dkr@dgng }| dksT| dkrft |jd ¡}nt |jd	 ¡}|j	|| d
�j
|g|¢R Ž }|j
|| g|¢R Ž }t ||¡ d|jvsÀJ ‚|d  ¡ |d< t|jjƒd	ksäJ ‚| dksö| dk�rt |jd ¡}nt |jd	 ¡}|j	|| d
�j
|g|¢R Ž }	|j
|| g|¢R Ž }
t |
|	¡ d S )NÚ
pct_change)r   r7   z1shift axis=1 not yet implemented for ArrayManager)r   rZ   r[   r   r5   r   rU   ÚEÚA)r   r   r   r   r   r   r6   r\   r]   r^   rA   r    rC   r7   Úcopyr   Z_mgrZarrays)r   r#   r-   Zusing_array_managerr"   r$   r\   r'   r&   Z	expected2Zresult2r(   r(   r)   Ú#test_transform_groupby_kernel_frame  s.    ÿÿrd   Úmethod)r:   Úshiftr`   r=   Zrankc                 C   s8   t dddgiƒ}| | ¡}t | ¡|ƒ}t ||¡ d S )Nrb   éÿÿÿÿr0   )r   rA   ÚoperatorÚmethodcallerr    rC   )re   rW   r&   r'   r(   r(   r)   Útest_transform_method_name(  s    
rj   )'Ú	itertoolsr   rh   Únumpyr6   r   Zpandas.core.dtypes.commonr   Zpandasr   r   r   Zpandas._testingZ_testingr    Zpandas.core.groupby.baser   Zpandas.tests.apply.commonr   r	   r   ZparametrizeÚparamr*   r,   r9   rE   Zget_cython_table_paramsrT   ÚnanÚsplitrP   rS   ÚboolrX   rY   r_   rd   rj   r(   r(   r(   r)   Ú<module>   s
  ûþ
ÿ
öþþ
þáþ-

þþþþÿñþ
öþöþðþ#
ÿþþüþ
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%