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    ¾mœdÜ  ã                   @   sô   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	 d dl
mZ dd„ Zdd„ Zdd	„ Zd
d„ Zdd„ Zej dddg¡dd„ ƒZej dddg¡dd„ ƒZdd„ Zej dddg¡edœdd„ƒZej ddddddg¡d d!„ ƒZd"d#„ ZdS )$é    N)ÚiNaT)Ú	DataFrameÚIndexÚSeriesc                  C   sš   t ddddgddddgddg dœƒ} |  d	¡ ¡ }d
|ks@t‚|  d	¡jdd�}d
|ks^t‚|  d	¡ ¡ }d
|ksxt‚|  d	¡jdd�}d
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dgdœƒ}| ¡  | sNt|jjƒdksNt‚| d¡}|dg  ¡ }tdddgdd�}t ddd
dgi|d�}t	 
||¡ |dg  ¡ }tdddgdd�}t ddd	dgi|d�}t	 
||¡ d S )Nr   r	   r
   ZfooÚbarFÚaÚbÚcÚdÚe)ÚAÚBÚCr   r   ©Úname©Úindex)r   Z_consolidate_inplaceÚlenZ_mgrÚblocksr   r   r   r   ÚtmÚassert_frame_equalr   )Zusing_array_managerÚdfÚgbr   ÚeiÚexpectedr   r   r   Ú$test_max_min_object_multiple_columns    s$    ýÿ
r,   c                  C   sª   t jtdddgƒdd�jj} ttjdtjgdddg| dœƒ}|jdd	d
�d  	¡ d }t jtddgdd�dd�jj}t
 ||¡ | d¡d  	¡ }d|j_t
 ||¡ d S )Nz
2019-05-09z%Y-%m-%d)ÚformatÚ1r   r   )r   r   r   r   F)Zas_indexr   r    )ÚpdÚto_datetimer   ÚdtÚdater   ÚnpÚnanr   r   r&   Úassert_series_equalr#   r!   )Údatesr(   r   r+   r   r   r   Útest_min_date_with_nans?   s     ÿ
  ÿ
r7   c                  C   s´   t dtgƒ} tjddgtjd�}|  |¡}|jdd�}t dditjd�}tj||dd� |j	dd�}t dtitjd�}tj||dd� |j	dd�}t dtj
iƒ}tj||dd� d S )Nr   ©Údtyper	   ©Z	min_countT©Zcheck_exactr
   )r   r   r3   ÚarrayZint64r   r   r&   r5   r   r4   )ÚserÚkeyr)   r   r+   r   r   r   Útest_max_inatQ   s    
r?   c                  C   sn   t dtdtd gƒ} |  ddddg¡}|jdd�}t tjtjtd dœƒ}|j tj¡|_t	j
||dd� d S )Nr   r	   r
   r:   )r   r	   r
   Tr;   )r   r   r   r   r3   r4   r#   ÚastypeÚint_r&   r5   )r=   r)   r   r+   r   r   r   Útest_max_inat_not_all_nae   s    rB   Úfuncr   r   c                 C   sj   ddg}t jdddd�}t||dœƒ}t| d¡d | ƒƒ }tddgdd	�}t||dd
�}t ||¡ d S )Nr   r	   Ú2020ÚY©ÚperiodsÚfreq©r   r   r   r   r    )r#   r!   )	r/   Úperiod_ranger   Úgetattrr   r   r   r&   r5   ©rC   ÚgroupsrG   r(   r   Úidxr+   r   r   r   Ú$test_groupby_aggregate_period_columns   s    rO   c                 C   sh   ddg}t jdddd�}t||dœƒ}t| d¡| ƒƒ }tddgdd�}td	|i|d
�}t ||¡ d S )Nr   r	   rD   rE   rF   rI   r   r    r   r"   )r/   rJ   r   rK   r   r   r&   r'   rL   r   r   r   Ú#test_groupby_aggregate_period_frame�   s    rP   c                  C   sÜ   t ddddgtdƒtjgd dœƒ t¡} |  d¡ ¡ }t ddgddgtjtjgdœƒ d¡ t¡}t	 
||¡ t ddddgtdƒtdƒdœƒ t¡} |  d¡ ¡ }t ddgddgd	d
gdœƒ d¡ t¡}t	 
||¡ d S )Nr   r   Úabcdr   )r>   Zcol1Zcol2r>   r   r   r   r	   )r   Úlistr3   r4   r@   Úobjectr   r   Ú	set_indexr&   r'   Úrange)r(   r   r+   r   r   r   Ú#test_aggregate_numeric_object_dtype�   s8    ÿþÿýüÿÿþÿþÿrV   )rC   c                 C   sx   t dgdd�j ¡ }tdg|dœƒ}| d¡ d| i¡}tddgitdgdd�d	�}|d  |j¡|d< t	 
||¡ d S )
Nr   Úcategoryr8   iÍ  ©r   r   r   r   r    r"   )r   ÚcatZ
as_orderedr   r   Zaggr   r@   r9   r&   r'   )rC   Zdsr(   r   r+   r   r   r   Ú%test_aggregate_categorical_lost_index­   s    rZ   r9   ÚInt64ZInt32ZFloat64ZFloat32Úbooleanc                 C   s†  | dkrd}n| dkrd}nd}t ddg||d gdœƒ}|d	  | ¡|d	< | d
¡}| ¡ }|jd d…  d
¡}t ||¡ | ¡ }|jdd …  d
¡}t ||¡ |jdd�}t d	t	j
gi|j| d�}	t ||	¡ |jdd�}
t |
|	¡ t dddg|t	j
|d gdœƒ}|d	  | ¡|d	< | d
¡}| ¡ }t ||¡ | ¡ }t ||¡ |jdd�}t ||	¡ |jdd�}t ||	¡ d S )Nr[   l   ².¿Dÿ²3 r\   r   g      @r	   r   )ÚidÚtsr^   r]   r
   r:   )r#   r9   éd   )r   r@   r   r   ÚilocrT   r&   r'   r   r/   ÚNAr#   )r9   r^   r(   r)   r   r+   Zres_maxZexpected_maxZresult2Z	expected2Zres_max2Zdf2Zgb2Zresult3Zres_max3Zresult4Zres_max4r   r   r   Útest_groupby_min_max_nullable»   s<    
 
rb   c                  C   s®   t jdgd ddgd�} t| t  tjdtjd�¡dœƒ}| d¡}| ¡ }t j	ddg| j
dd�}td	t jdt jgd
d�i|d�}t ||¡ | ¡ }d|jd< t ||¡ d S )Nr   é
   r   )Ú
categoriesr8   rX   r   )r9   r!   r   ZUInt64r"   é	   )r   r   )r/   ZCategoricalr   r<   r3   ZarangeZuint64r   r   ZCategoricalIndexr9   ra   r&   r'   r   r`   )rY   r(   r)   ÚresrN   r+   r   r   r   Ú(test_min_max_nullable_uint64_empty_groupë   s     
 
rg   )Únumpyr3   ZpytestZpandas._libs.tslibsr   Zpandasr/   r   r   r   Zpandas._testingZ_testingr&   r   r,   r7   r?   rB   ÚmarkZparametrizerO   rP   rV   ÚstrrZ   rb   rg   r   r   r   r   Ú<module>   s(   


/