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    -e{                     @   sZ  d dl Zd dlZd dlmZ d dlZd dlmZmZ d dl	m
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ejdggejddddddgddgdeddddddddgddfd d!gddd dgddgddgddggeddgddejd"d#d$d%gd d!gdfd d!gdejddd dgddddgddddgddddggejd&d'ddgddgdejd"d#d$d%gd d!gdfgd(d) Zejdddgddejgejd	gd
ejgejdgdejgejdgdejgejdggeddgddeddddddddgddfd d!gdgdd dgddgddgddggeddgddejd"d#d$d%gd d!gdfd gd!dgdd dddgddddggejd"d#d$d%gd!dgdeddgd dfd d!gddgddd	ejejejejejejgejejd
dejejejejgejejejejddejejgejejejejejejddggejd"d%d*d+d,d-d.d/gddgdejd"d#d$d%gd d!gdfgd0d1 Zd2d3 Zd4d5 ZdS )6    N)lib)Index
MultiIndexz[input_index, input_columns, input_values, expected_values, expected_columns, expected_indexlev4lev3valuesg              ?       @      @      @g      @g      @      @      name                  )lev1r   )r   r   )lev2r   )r   r   )r   r   )r   r   namesr   r   )r   r   )r   r   )r   r   )r   r   )r   r   )r   r   c           	      C   s   t ddddddddgddddddddgddddddddgddddddddgd	dddddddgd
}|j| ||d}t j|||d}t|| d S Nr   r   r   r   r   r   r   r   r   )r   r   r   r   r   )indexcolumnsr   )r   r   pd	DataFramepivottmassert_frame_equal	Zinput_indexZinput_columnsZinput_valuesZexpected_valuesZexpected_columnsZexpected_indexdfresultexpected r(   k/var/www/html/Darija-Ai-Train/env/lib/python3.8/site-packages/pandas/tests/reshape/test_pivot_multilevel.pytest_pivot_list_like_index   s    R
  r*   )r   r   )r   r   )r   r   )r   r   )r   r   )r   r   c           	      C   s   t ddddddddgddddddddgddddddddgddddddddgd	dddddddgd
}|j| ||d}t j|||d}t|| d S r   r   r$   r(   r(   r)   test_pivot_list_like_columnsq   s    F
  r+   c                 C   s   t jtdddtjdddgddgd	tjd
dddgdddgd	d}|jdgdgdgdd d}t jdtjgddggtjddgdddgd	t	ddgdddd}| s|
d}t|| d S )N   r   r   )r   r   )r   r   )r   r   Zcol_L0Zcol_L1r   )r   r   r   )r   r   r   )r   r   r   )r   r   r   Zidx_L0Zidx_L1Zidx_L2)datar   r   c                 S   s
   | j  S )N)r   sum)colr(   r(   r)   <lambda>       z7test_pivot_multiindexed_rows_and_cols.<locals>.<lambda>)r   r   r   Zaggfuncr   
   r   )r   r   r   )r   r   r   r   r   Zint64)Zdtyper   Zfloat64)r   r    npZarangeZreshaper   from_tuplesZpivot_tablenanr   Zastyper"   r#   )Zusing_array_managerr%   resr'   r(   r(   r)   %test_pivot_multiindexed_rows_and_cols   s8     
 
r7   c                  C   s   t jddddgddddgdddd	gdddd
ggddddgd} | ddg} | jddd}t jdtjgtjdgdtjgtjdgg| jtddgddd}t	|| d S )NAA1label1r   A2label2r   Br   r   Zindex_1Zindex_2labelvalue)r   )r   r   r   r	   r
   r   r   )r   r   )
r   r    Z	set_indexr!   r3   r5   r   r   r"   r#   )r%   r&   r'   r(   r(   r)   #test_pivot_df_multiindex_index_none   s     
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	"r@   )numpyr3   ZpytestZpandas._libsr   Zpandasr   r   r   Zpandas._testingZ_testingr"   markZparametrizer5   Z	NoDefaultr4   r*   r+   r7   r@   r(   r(   r(   r)   <module>   s  


 *

 I


 
 
 =
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