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    Pf}                     @   s  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
Z ejddgd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g dddfdgdejd	ejd	ejdejgejd	ejd	ejd	gd	ejd
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ejdggejg dddgdeg d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g dddgdfddgdejg dg dg d g d!gejg d"ddgdejg d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g d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g dddgdfdgddgdg d%g d&gejg d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g d'ddgdejg dddgdfgd(d) Zd*d+ Zd,d- ZdS ).    N)lib)Index
MultiIndexz[input_index, input_columns, input_values, expected_values, expected_columns, expected_indexlev4lev3valuesg              ?       @      @      @g      @g      @      @      namer   r                     ))lev1r   )r   r   )lev2r   )r   r   r   r   r   r   namesr   r   r   r   r   r   r   )r   r   )r   r   )r   r   r   r   )r   r   r   r   )r   r   r   r   )r   r   r   r   )r   r   r   r   ))r   r   )r   r   r   r   c           	      C   sZ   t g dg dg dg dg dd}|j| ||d}t j|||d}t|| d S 	N)r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   )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-   c/var/www/ai-form-bot/venv/lib/python3.9/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   )r   r   )r   r   )r   r   )r   r   )r   r   c           	      C   sZ   t g dg dg dg dg dd}|j| ||d}t j|||d}t|| d S r    r#   r)   r-   r-   r.   test_pivot_list_like_columnsq   s    F
r0   c                 C   s   t jtdddtjg dddgdtjg dg d	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g ddt	ddgdddd
}| s|
d}t|| d S )N   r   r   ))r   r   r   r   )r   r   col_L0col_L1r   ))r   r   r   )r   r   r   )r   r   r   )r   r   r   )idx_L0idx_L1Zidx_L2)datar"   r!   r5   r6   r2   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   )r3   r4   r6   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   s4    
rA   c                  C   s   t jg dg dg dg dgg d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   )rB   A2label2r   )BrC   rD   r   )rG   rE   rF   r   )index_1index_2labelvalue)r"   rH   rI   rJ   rK   )r"   r   r   r	   r
   r   rD   rF   r   )r!   r"   )
r$   r%   Z	set_indexr&   r=   r?   r!   r   r'   r(   )r*   r+   r,   r-   r-   r.   #test_pivot_df_multiindex_index_none   s     	"rL   )numpyr=   ZpytestZpandas._libsr   Zpandasr$   r   r   Zpandas._testingZ_testingr'   markZparametrizer?   Z
no_defaultr>   r/   r0   rA   rL   r-   r-   r-   r.   <module>   s   

I

=
#