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    f/e                     @   sF  d dl Zd dlZd dlZd dlmZmZmZ d dlm	Z
 ejddgdddejgejdgd	ejgejd
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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d/d0 Zd1d2 ZdS )3    N)Index
Int64Index
MultiIndexz[input_index, input_columns, input_values, expected_values, expected_columns, expected_indexlev4lev3valuesg        g      ?g       @g      @g      @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	DataFrameZpivottmassert_frame_equal	Zinput_indexZinput_columnsZinput_valuesZexpected_valuesZexpected_columnsZexpected_indexdfresultexpected r"   N/tmp/pip-unpacked-wheel-tiezk1ph/pandas/tests/reshape/test_pivot_multilevel.pytest_pivot_list_like_index   s    R
  r$   )r	   r   )r
   r   )r	   r   )r
   r   )r	   r   )r
   r   c           	      C   s   t ddddddddgddddddddgddddddddgddddddddgd	dddddddgd
}|j| ||d}t j|||d}t|| d S r   r   r   r"   r"   r#   test_pivot_list_like_columnsp   s    F
  r%   c                 C   s   t jtdddtjdddgddgd	tjd
dddgdddgd	d}|jdgdgdgdd d}t jdtjgddggtjddgdddgd	t	ddgdddd}| s|
d}t|| d S )N   r   r   )r   r   )r   r	   )r   r
   Zcol_L0Zcol_L1r   )r   r   r   )r   r   r	   )r	   r	   r	   )r	   r   r   Zidx_L0Zidx_L1Zidx_L2)datar   r   c                 S   s
   | j  S )N)r   sum)colr"   r"   r#   <lambda>       z7test_pivot_multiindexed_rows_and_cols.<locals>.<lambda>)r   r   r   Zaggfuncr   
   r   )r   r	   r   )r   r	   r	   r   r	   Zint64)Zdtyper   Zfloat64)r   r   npZarangeZreshaper   from_tuplesZpivot_tablenanr   Zastyper   r   )Zusing_array_managerr   resr!   r"   r"   r#   %test_pivot_multiindexed_rows_and_cols   s8     
 
r1   )Znumpyr-   ZpytestZpandasr   r   r   r   Zpandas._testingZ_testingr   markZparametrizer/   r.   r$   r%   r1   r"   r"   r"   r#   <module>   s  


 *

 I


 
 
 =
