o
    LDi                    @   s~	  d dl Zd dlZd dlmZmZ d dlmZ d dlZ	d dlm
Z
mZmZmZmZmZmZmZmZ d dlmZ d dlmZ d dlmZ dd Zd	d
 Zejdg dejjddd dd dd dd dd dd dd dd dd dd dd dd dd dd dd dd gg dd d!d" Zejdg dejjdd#d d$d d%d d&d d'd d(d d)d d*d d+d d,d d-d d.d d/d d0d d1d d2d d3d gg d4d d5d6 Zejdg dd7d8 Z d9d: Z!ejd;e	"d d<ed=d<ggd>d? Z#d@dA Z$dBdC Z%dDdE Z&dFdG Z'dHdI Z(dJdK Z)ejjd;dLd dMd dNd dOd gg dPd dQdR Z*dSdT Z+dUdV Z,ejdWdXdYgidZdYid[dYigd\d] Z-d^d_ Z.d`da Z/dbdc Z0ddde Z1dfdg Z2ejdhdid djd dkd gdldm Z3dndo Z4dpdq Z5drds Z6dtdu Z7ejdvd;dwgdxdy Z8dzd{ Z9d|d} Z:ejjd~dd d fdd d<fdd d fdd d fgg dd dd Z;ejded=d<gdYde
dYd=d<gigdd Z<ejded=d<gdYde
dYd=d<gigdd Z=dd Z>dd Z?dd Z@dd ZAejddd=ejBfgdd ZCejdddgdd ZDejddd dd dd dd gdd ZEdd ZFdd ZGdd ZHejddYdd=dd d=d dgdd ZIejdddgdd ZJejded=d<ge
dYd=d<gigdd ZKejded=d<ge
dYd=d<gigdd ZLdd ZMdd ZNejdeg ddYdi fe
dYg diddYifgdd ZOejdeg ddYdi fe
dYg diddYifgdd ZPejdg d¢ddĄ ZQddƄ ZRddȄ ZSejdeg de
dYg digddʄ ZTdd̄ ZUdd΄ ZVddЄ ZWejdddid;digddԄ ZXejdddgddل ZYddۄ ZZdd݄ Z[dd߄ Z\ejdddgdd Z]ejdddgdd Z^ejdddgdd Z_ejddde`fdgdd Zaejdddgejdhdd dd gdd Zbejdddgejdhdd dd gdd Zcejdddgejdhdd dd gdd Zdejdhdd gdd Zedd Zfdd Zgdd Zhd	d
 Ziejjdddgddgd dd Zjdd ZkejddYdYggdd Zlejdddgejjdddgddgd dd Zmejdd d=gejdddgdd Zndd  Zod!d" Zpd#d$ Zqd%d& Zrd'd( Zsejddd)gd*d+ Ztd,d- Zud.d/ Zvd0d1 Zwd2d3 Zxd4d5 Zyd6d7 Zzd8d9 Z{d:d; Z|d<d= Z}d>d? Z~dS (@      N)HAS_PYARROWWARNING_CHECK_DISABLED)SettingWithCopyWarning)		DataFrameIndex
MultiIndexPeriodSeries	Timestamp
date_rangeoption_contextperiod_range)	get_array)Versionc                 C   s   t g dg dg dd}| }|j|jusJ |j|jus"J |j|js+J |j|js4J tt|dt|drBJ | rZ|jj	d j
 rOJ |jj	d j
 rZJ d|jd< |jd dkshJ d S )	N                  g?g?g333333?abcr   r   r   r   r   )r   copyindexcolumnsis_npshares_memoryr   _mgrblocksrefshas_referenceiloc)using_copy_on_writedfdf_copy r,   o/var/www/www-root/data/www/77.83.87.30/venv/lib/python3.10/site-packages/pandas/tests/copy_view/test_methods.py	test_copy   s   
r.   c                 C   s  t g dg dg dd}|jdd}| r9|j|jusJ |j|jus&J |j|js/J |j|js8J n|j|ju sAJ |j|ju sIJ tt|dt|dsWJ | ro|jj	d j
 sdJ |jj	d	 j
 soJ | rd|jd
< |jd
 d	ksJ tt|dt|drJ tt|dt|dsJ d S t| d|jd
< W d    n1 sw   Y  |jd
 dksJ tt|dt|dsJ d S )Nr   r   r   r   Fdeepr   r   r   r   r   )r   r   r   r    r!   r"   r#   r   r$   r%   r&   r'   r(   tmassert_cow_warning)r)   warn_copy_on_writer*   r+   r,   r,   r-   test_copy_shallow0   s.   
  r4   r   )TNFmethodc                 C   s   | j tj|dS )Nr    r   )renamestrlowerr*   r   r,   r,   r-   <lambda>Y       r;   c                 C   s   | j ddg|dS )Nr   r   r6   )reindexr:   r,   r,   r-   r;   Z       c                 C      | j | |dS Nr   reindex_liker:   r,   r,   r-   r;   [       c                 C      | j | |dd S NrA   r   alignr:   r,   r,   r-   r;   \   r>   c                 C      | j g dd|dS Nr   r   )axisr   set_axisr:   r,   r,   r-   r;   ]       c                 C      | j d|dS Ntestr   r   rename_axisr:   r,   r,   r-   r;   ^   rD   c                 C   rO   )NrQ   r6   rS   r:   r,   r,   r-   r;   _   rD   c                 C      | j ddi|dS )Nr   int64rA   astyper:   r,   r,   r-   r;   `   r>   c                 C      | j dd|dS Nr   rA   swapaxesr:   r,   r,   r-   r;   b   r<   c                 C      | j dd|dS Nr   r   rA   truncater:   r,   r,   r-   r;   c   r<   c                 C      | j |dS r@   infer_objectsr:   r,   r,   r-   r;   d       c                 C   ra   r@   to_timestampr:   r,   r,   r-   r;   e   rd   c                 C   rO   ND)freqr   	to_periodr:   r,   r,   r-   r;   f   rD   c                 C   rO   N
US/CentralrA   tz_localizer:   r,   r,   r-   r;   g   rD   c                 C   rO   rl   
tz_convertr:   r,   r,   r-   r;   h   rD   c                 C   rO   NF)allows_duplicate_labelsr   	set_flagsr:   r,   r,   r-   r;   i   rD   )r7   r=   rC   rH   rM   rename_axis0rename_axis1rX   r\   r`   rc   rf   rk   ro   rq   ru   )idsc           
      C   sj  d }d| j jjv rtdddd}n-d| j jjv r tdddd}nd| j jjv r/tdddd}nd| j jjv r>tdddd	d
}tg dg dg dd|d}d| j jjv rud}tjt|d |||d}W d    n1 sow   Y  n|||d}|p|du }	| j jj	dr|s|s|du rd}	|	rt
t|dt|dsJ d S t
t|dt|drJ d S )Nrf   
2012-01-01rh   r   ri   periodsrk   ro   rq   Europe/Brusselsri   r{   tzr   r   r   r   r   r\   "'DataFrame.swapaxes' is deprecatedmatchrA   Fzreindex-r   )nodecallspecidr   r   r   r1   assert_produces_warningFutureWarning
startswithr"   r#   r   )
requestr5   r   r)   using_array_managerr   r*   msgdf2share_memoryr,   r,   r-   test_methods_copy_keywordU   s0   -   r   c                 C   rU   )Nr   d   rR   r7   serr   r,   r,   r-   r;      r>   c                 C   s   | j d |dS r@   r   r   r,   r,   r-   r;      rD   c                 C   s   | j | j|dS )NrR   )r=   r   r   r,   r,   r-   r;      r<   c                 C   r?   r@   rB   r   r,   r,   r-   r;      rD   c                 C   rE   rF   rG   r   r,   r,   r-   r;      r>   c                 C   rI   rJ   rL   r   r,   r,   r-   r;      rN   c                 C   rO   rP   rS   r   r,   r,   r-   r;      rD   c                 C   rO   )NrV   rA   rW   r   r,   r,   r-   r;      rD   c                 C   r]   )Nr   r   rA   )	swaplevelr   r,   r,   r-   r;      r<   c                 C   rY   rZ   r[   r   r,   r,   r-   r;      r<   c                 C   r]   r^   r_   r   r,   r,   r-   r;      r<   c                 C   ra   r@   rb   r   r,   r,   r-   r;      rd   c                 C   ra   r@   re   r   r,   r,   r-   r;      rd   c                 C   rO   rg   rj   r   r,   r,   r-   r;      rD   c                 C   rO   rl   rn   r   r,   r,   r-   r;      rD   c                 C   rO   rl   rp   r   r,   r,   r-   r;      rD   c                 C   rO   rr   rt   r   r,   r,   r-   r;      rD   )zrename (dict)r7   r=   rC   rH   rM   rv   rX   r   r\   r`   rc   rf   rk   ro   rq   ru   c           	      C   sT  d }d| j jjv rtdddd}n@d| j jjv r tdddd}n1d| j jjv r/tdddd}n"d| j jjv r?tdddd	d
}nd| j jjv rQtg dg dg}tg d|d}d| j jjv rd}tj	t
|d |||d}W d    n1 szw   Y  n|||d}|p|du }|rtt|t|sJ d S tt|t|rJ d S )Nrf   ry   rh   r   rz   rk   ro   rq   r|   r}   r   r   r   r   r\   z'Series.swapaxes' is deprecatedr   rA   F)r   r   r   r   r   r   from_arraysr	   r1   r   r   r"   r#   r   )	r   r5   r   r)   r   r   r   ser2r   r,   r,   r-    test_methods_series_copy_keyword   s.   +r   c                 C   s   t g dg dd}|j|d}| p|du p|d u }|o| }|r2tt|dt|ds0J d S tt|dt|dr@J d S )Nr   r   r   r   rA   Fr   r   )r   	transposer"   r#   r   )r)   r   r   r*   resultr   r,   r,   r-   test_transpose_copy_keyword   s   
  r   c                 C   s   t g dg dg ddg dd}| }| }|j  | r=tt|dt|ds/J tt|dt|ds=J d	|jd
< tt|dt|drPJ | r`tt|dt|ds`J t	
|| d S )Nr   r   r   r   )
         r   r   r   r   )r   r   )r   r   reset_indexr$   _verify_integrityr"   r#   r   r(   r1   assert_frame_equalr)   r*   df_origr   r,   r,   r-   test_reset_index   s   

r   r   r   r   c                 C   s   t ddg|d}| }|jdd}| r)tt|t|s J |jdr(J ntt|t|r5J d|jd< t	
|| d S )Nr   r   r   T)dropr   r   )r	   r   r   r"   r#   r   r$   _has_no_referencer(   r1   assert_series_equalr)   r   r   ser_origr   r,   r,   r-   test_reset_index_series_drop  s   
r   c                  C   sb   t g dg dg dd} | d} | d }| j|dd }| jddd }t|| d S )	Nr   r   r   dr   r   r   r   )r   r   r   r   ABCr   r   T)observed)r   	set_indexgroupbysumr1   r   )r*   keyr   expectedr,   r,   r-   'test_groupby_column_index_in_references   s   
r   c                 C   s   t g dg dg dd}| }|jtjd}| r)tt|dt|ds)J d|jd	< tt|dt|dr<J | rLtt|d
t|dsLJ t g dg dg dd}t	
|| t	
|| d S )Nr   r   r   r   r    r   r   r   r   r   r   r   r   r   r   )r   r   r7   r8   upperr"   r#   r   r(   r1   r   r)   r*   r   r   r   r,   r,   r-   test_rename_columns+  s   
r   c                 C   s   t g dg dg dd}|jtjd}| }| r*tt|dt|ds)J ntt|dt|dr8J d|jd	< tt|dt|drKJ | r[tt|d
t|ds[J t g dg dg dd}t	
|| t	
|| d S )Nr   r   r   r   r   r   r   r   r   r   r   r   )r   r7   r8   r   r   r"   r#   r   r(   r1   r   )r)   r*   r   df2_origr   r,   r,   r-   !test_rename_columns_modify_parent=  s   
r   c                 C   s   t g ddd}| }dd }||}tt|dt|ds$J d|jd< | r@t|| tt|dt|dr?J nt g d	dd}t|| tt|dt|ds]J tt|d
t|d
skJ d S )Nr         ?r   c                 S      | S Nr,   r*   r,   r,   r-   testfuncU  s   ztest_pipe.<locals>.testfuncr   r   r   r   r   )	r   r   piper"   r#   r   r(   r1   r   r)   r*   r   r   r   r   r,   r,   r-   	test_pipeQ  s   

 r   c                 C   s   t g ddd}| }dd }||}tt|dt|ds$J | r;t|| tt|dt|dr:J nt g ddd}t|| tt|dt|dsXJ tt|dt|dsfJ d S )	Nr   r   r   c                 S      d| j d< | S )Nr   r   r(   r   r,   r,   r-   r   m     
z%test_pipe_modify_df.<locals>.testfuncr   r   r   r   r   )r   r   r   r"   r#   r   r1   r   r   r,   r,   r-   test_pipe_modify_dfi  s   
 r   c                 C   s   t g dg dg dd}| }|jddgd}| r+tt|dt|ds*J ntt|dt|dr9J d|jd	< tt|dt|drLJ | r\tt|dt|ds\J t|| d S )
Nr   r   r   r   r   r   r   r   r   )	r   r   r=   r"   r#   r   r(   r1   r   r   r,   r,   r-   test_reindex_columns  s   
r   c                 C   r   r   r,   idxr,   r,   r-   r;     s    c                 C      |   S r   )viewr   r,   r,   r-   r;         c                 C   r   r   rA   r   r,   r,   r-   r;     r   c                 C   s   t | S r   )listr   r,   r,   r-   r;     r   )	identicalr   r   valuesc                 C   s   t g dg dg dd}| }|j| |jd}|r,tt|dt|ds+J ntt|dt|dr:J d|jd< tt|dt|drMJ |r]tt|d	t|d	s]J t	|| d S )
Nr   r   r   r   r   r   r   r   r   )
r   r   r=   r   r"   r#   r   r(   r1   r   )r   r)   r*   r   r   r,   r,   r-   test_reindex_rows  s   
r   c                 C   s  t g dg dg dd}| }|jdd}|j  | r<tt|dt|ds-J tt|dt|ds;J ntt|dt|drJJ tt|dt|drXJ d	|jd
< tt|dt|drkJ | r{tt|dt|ds{J t	
|| d S )Nr   r   r   r   r   r   r   r   r   r   )r   r   r   r$   r   r"   r#   r   r(   r1   r   r   r,   r,   r-   test_drop_on_column  s   

r   c                 C   s   t g dg dg dd}| }|d}|j  | r-tt|dt|ds,J ntt|dt|dr;J d|jd< | rPtt|dt|drPJ t	
|| d S )	Nr   r   r   r   rV   r   r   r   )r   r   select_dtypesr$   r   r"   r#   r   r(   r1   r   r   r,   r,   r-   test_select_dtypes  s   


r   filter_kwargsitemsr   likeregexc                 C   s   t g dg dg dd}| }|jdi |}| r+tt|dt|ds*J ntt|dt|dr9J | rNd|jd< tt|dt|drNJ t|| d S )	Nr   r   r   r   r   r   r   r,   )	r   r   filterr"   r#   r   r(   r1   r   )r)   r   r*   r   r   r,   r,   r-   test_filter  s   
r   c                 C   s   t ddgddgddggtddd	d
gd}| }|jdd}| r0tt|d	t|d	s/J ntt|d	t|d	r>J d|jd< | ratt|d	t|d	rSJ tt|d
t|d
saJ t	|| d S )Nr   r   r   r   r   r   
2020-01-01
2020-01-03r   r   r   r    r   )r{   r   )
r   r   r   shiftr"   r#   r   r(   r1   r   r   r,   r,   r-   test_shift_no_op  s   
r   c                 C   sX   t ddgddgddggtddd	d
gd}|jddd}tt|d	t|d	r*J d S )Nr   r   r   r   r   r   r   r   r   r   r   r   r{   rK   )r   r   r   r"   r#   r   )r)   r*   r   r,   r,   r-   test_shift_index  s    r   c                 C   s   t ddgddgddggtddd	d
gd}| }tdd|_|jddd}| r7tt|d	t|d	s6J ntt|d	t|d	rEJ d|jd< | rZtt|d	t|d	rZJ t	
|| d S )Nr   r   r   r   r   r   r   r   r   r   r   
2020-01-02z
2020-01-041Dr{   ri   r   r   )r   r   r   r   r   r"   r#   r   r(   r1   r   r   r,   r,   r-   test_shift_rows_freq  s   
r   c                 C   s   t ddgddgddggtddd	}|jddd
}tt|dt|ds'J t| d|jd< W d    n1 s<w   Y  | rntt|dt|drQJ t tj	dgtj	dgtj	dggtddd	}t
|| d S d S )Nr   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r"   r#   r   r1   r2   r(   nanr   )r)   r3   r*   r   r   r,   r,   r-   test_shift_columns#  s$   r   c                 C   s$  t g dg dg dd}| }|d d  }|d}t|jt|ds)J tt|dt|ds7J | rJd|jd< t|jt|drJJ t	| d|jd< W d    n1 s_w   Y  | r|tt|dt|drtJ t
|| d S t g dg d	g dd}t
|| d S )
Nr   r   r   r   r   r   r   r   )r   r   r   )r   r   popr"   r#   r   r   r(   r1   r2   r   )r)   r3   r*   r   view_originalr   r   r,   r,   r-   test_pop7  s"   

r   funcc                 C   s
   |  |S r   rG   xyr,   r,   r-   r;   P     
 c                 C   s   | j |jddS )Nr   rK   )rH   r   r   r,   r,   r-   r;   Q  r<   c                 C   s   | j |jjtdd ddS )Nr   r   r   )rH   r   r(   slicer   r,   r,   r-   r;   R  s    c                 C   s   t g ddd}| }|ddg  }|||\}}| r-tt|dt|ds,J ntt|dt|dr;J d|jd< | rPtt|dt|drPJ t|| d S )Nr   r   r   r   r   r   r   r   r"   r#   r   r(   r1   r   )r)   r   r*   r   
df_changedr   _r,   r,   r-   test_align_frameM  s   	
r   c                 C   s   t ddg}| }| }||\}}| r,t|j|js!J t|j|js+J nt|j|jr6J t|j|jr@J d|jd< d|jd< | r`t|j|jrVJ t|j|jr`J t|| t|| d S )Nr   r   r   )	r	   r   rH   r"   r#   r   r(   r1   r   )r)   r   r   	ser_otherr   ser_other_resultr,   r,   r-   test_align_seriesf  s    

r   c                 C   s   t g dg dd}| }|j|dd\}}tt|dt|ds&J tt|dt|ds4J | rNd|jd	< t|| d|jd	< t|| d S d S )
Nr   r   r   FrA   r   r   r   r   r   )	r   r   rH   r"   r#   r   locr1   r   )r)   r*   r   r   df3r,   r,   r-   test_align_copy_false|  s   

r   c                 C   s   t g dg dd}tg ddd}| }| }|j|ddd\}}tt|d	t|d	s3J tt|d
t|d
sAJ tt|dt|dsOJ | rid|jd< t	|| d|jd< t
|| d S d S )Nr   r   r   r   nameFr   )r   rK   r   r   r   )r   r	   r   rH   r"   r#   r   r   r1   r   r   )r)   r*   r   r   r   r   r   r,   r,   r-   !test_align_with_series_copy_false  s   

r  c                 C   s:  t g d}| }|d d   }t|jt|dsJ t| d|j	d< W d    n1 s3w   Y  | rMt|jt|drFJ t
|| n| }d|j	d< t
|| |d d   }t| d|j	d< W d    n1 syw   Y  | rt||  d S |  }d|j	d< t|| d S )Nr   r   r   )r	   r   to_framer"   r#   r   r   r1   r2   r(   r   r   )r)   r3   r   r   r*   r   r,   r,   r-   test_to_frame  s,   

r  axr    c                 C   s   t g dg dd}| }d}tjt|d |||}W d    n1 s)w   Y  | r?tt|dt|ds>J ntt|dt|drMJ d|j	d< | rbtt|dt|drbJ t
|| d S )	Nr   r   r   r   r   r   r   r   r   r   r1   r   r   r\   r"   r#   r   r(   r   )r)   r  r*   r   r   r   r,   r,   r-   test_swapaxes_noop  s   
r  c                 C   s   t g dg ddg dd}| }d}tjt|d |dd	}W d    n1 s-w   Y  | rCtt|d
t|dsBJ ntt|d
t|drQJ d|j	d< | rftt|d
t|drfJ t
|| d S )Nr   r   r   )r   r   zr   r   r   r   r    r   r   r   r   r  )r)   r*   r   r   r   r,   r,   r-   test_swapaxes_single_block  s   
r
  c                  C   s   t ddgdd} d}tjt|d | jddd	} W d    n1 s$w   Y  d
| jd< t d
dgddgdddgd}t| | d S )Nr   r   r   r   r   r   r   r    )axis1axis2r   r   r   r   r   r   r   )r   r1   r   r   r\   r(   r   )r*   r   r   r,   r,   r-   test_swapaxes_read_only_array  s   
r  zmethod, idxc                 C   s   | j ddj ddS )NFr/   rA   r   r,   r,   r-   r;     rN   c                 C   s   |     S r   )r   r   r,   r,   r-   r;     rd   c                 C   s   | j tjdj tjdS )Nr   )r7   r8   r   r9   r   r,   r,   r-   r;     s    c                 C   s   | j ddjddS )NFr/   number)include)r   r   r   r,   r,   r-   r;     rN   )shallow-copyr   r7   r   c           	      C   s   t g dg dg dd}| }| o| jjjdk}||}t|o%| d|jd|f< W d    n1 s9w   Y  |sFt|| ||}t|oO| d|jd< W d    n1 saw   Y  |syt|jd d |d f | d S d S )Nr   r   r   r   r  r   r   )	r   r   r   r   r   r1   r2   r(   r   )	r   r5   r   r)   r3   r*   r   df2_is_viewr   r,   r,   r-   test_chained_methods  s    "r  objr  c                 C   s   t tdddtdddg|_| }| }| r(tt|dt|ds'J ntt|dt|dr6J d|jd< tt|dt|drIJ t	
|| d S )Nz2012-1-1rh   ri   z2012-1-2r   r   )r   r   r   r   rf   r"   r#   r   r(   r1   assert_equalr)   r  obj_origobj2r,   r,   r-   test_to_timestamp  s   
r  c                 C   s   t tdtdg|_| }|jdd}| r&tt|dt|ds%J ntt|dt|dr4J d|jd< tt|dt|drGJ t	
|| d S )N
2019-12-31
2020-12-31Yr  r   r   )r   r
   r   r   rk   r"   r#   r   r(   r1   r  r  r,   r,   r-   test_to_period&  s   
r  c                 C   s   t g dg dg dd}| }|d}| r(tt|dt|ds'J ntt|dt|dr6J d|jd< tt|d	t|d	rIJ t|| d S )
Nr   r   r   r   r   r   r   r  r   )	r   r   r   r"   r#   r   r(   r1   r   r   r,   r,   r-   test_set_index8  s   

r  c                  C   s>   t g ddd} | d}| }d| jd< t|| d S )Nr   r   r   r   r   r   )r   r   r   r(   r1   r   r*   r   r   r,   r,   r-   4test_set_index_mutating_parent_does_not_mutate_indexI  s
   

r!  c                 C      t g dg dg dd}| }|d}| r'tt|dt|ds'J d|jd	< tt|dt|dr:J | rJtt|d
t|dsJJ t g dg dg dd}t|| t|| d S )Nr   r   r   r   CoW_CoW_ar   r   r   CoW_cr   r   )r$  CoW_br%  )	r   r   
add_prefixr"   r#   r   r(   r1   r   r   r,   r,   r-   test_add_prefixR  s   

r(  c                 C   r"  )Nr   r   r   r   _CoWa_CoWr   r   r   c_CoWr   r   )r*  b_CoWr+  )	r   r   
add_suffixr"   r#   r   r(   r1   r   r   r,   r,   r-   test_add_suffixg  s   

r.  z	axis, val)r         @c                 C   s   t g dd|dgdd}| }|j|d}| r(tt|dt|ds'J ntt|dt|dr6J d|jd	< | rKtt|dt|drKJ t|| d S )
Nr   r   r   r   r   r   r   r   r   )	r   r   dropnar"   r#   r   r(   r1   r   )r)   rK   valr*   r   r   r,   r,   r-   test_dropnay  s   
r2  r1  r   r/  c                 C   s~   t d|dg}| }| }| rt|j|jsJ n
t|j|jr&J d|jd< | r7t|j|jr7J t|| d S )Nr   r   r   )	r	   r   r0  r"   r#   r   r(   r1   r   )r)   r1  r   r   r   r,   r,   r-   test_dropna_series  s   
r3  c                 C   r   r   headr   r,   r,   r-   r;     r   c                 C   
   |  dS )Nr   r4  r   r,   r,   r-   r;     r   c                 C   r   r   tailr   r,   r,   r-   r;     r   c                 C   r6  )Nr   r7  r   r,   r,   r-   r;     r   c                 C   s>  t g dg dd}| }| |}|j  |r6tt|dt|dr(J tt|dt|dr6J t| d|j	d< W d    n1 sKw   Y  |rott|dt|dr`J tt|dt|drnJ n(tt|dt|ds}J t| d|j	d< W d    n1 sw   Y  t
|| d S )	Nr   r   r   r   r   r   r   r   )r   r   r$   r   r"   r#   r   r1   r2   r(   r   )r5   r)   r3   r*   r   r   r,   r,   r-   test_head_tail  s$   

r9  c                 C   s*  t ddgtddgtdddd}| }| }| rItt|dt|ds)J |r:tt|dt|dr9J n+tt|dt|dsHJ ntt|dt|drWJ tt|dt|dreJ d	|j	d
< d|j	d< | rtt|dt|drJ tt|dt|drJ t
|| d S )Nr   r   r   r   dtyper   r   r   r   r   r   r  )r   r	   objectr   rc   r"   r#   r   r1   r(   r   )r)   using_infer_stringr*   r   r   r,   r,   r-   test_infer_objects  s$   

r>  c              	   C   s   t ddgtddgtddttdtdgddtd	d
gtdd}| }t|d}t|d}t|d}d|jd< d|jd< td|jd< | rwt|t|dsSJ |rat	|t|ds`J nt|t|drlJ t|t|dsyJ d S d S )Nr   r   r   r   r:  r  r  r<  r	  w)r   r   r   r   er   r   r   r   r   r  
2018-12-31r   r   )
r   r	   r<  r
   rc   r   r(   r"   r#   r1   )r)   r=  r*   arr_aarr_barr_dr,   r,   r-   test_infer_objects_no_reference  s2   





rF  c                 C   s   t ddgtddgtddttdtdgddd	}|d d  }| }t|d
}t|d}t|d}d|jd< d|jd< td|jd< | rlt|t|d
rRJ |rVt	rat|t|draJ t|t|dsnJ d S d S )Nr   r   r   r   r:  r  r  r<  r   r   r   r   r   r   r  rA  rB  )
r   r	   r<  r
   rc   r   r(   r"   r#   r   )r)   r=  r*   r   rC  rD  rE  r,   r,   r-   test_infer_objects_reference  s0   





rG  kwargsr   )beforeafterrK   c                 C   s   t g dddd}| }|jdi |}|j  | r,tt|dt|ds+J ntt|dt|dr:J d|jd< | rOtt|dt|drOJ t	
|| d S )	Nr   r   r   r   r   r   r   r,   )r   r   r`   r$   r   r"   r#   r   r(   r1   r   r)   rH  r*   r   r   r,   r,   r-   test_truncate  s   

rL  assigndrop_duplicatesc                 C   s   t dg di}| }t|| }|j  | r(tt|dt|ds'J ntt|dt|dr6J d|jd< | rKtt|dt|drKJ t	
|| d S )Nr   r   r   r   )r   r   getattrr$   r   r"   r#   r   r(   r1   r   )r)   r5   r*   r   r   r,   r,   r-   test_assign_drop_duplicates.  s   

rP  c                 C   sv   |  }|ddg}| rt|j|jsJ n
t|j|jr"J d|jd< | r3t|j|jr3J t|| d S )Nr   r   )r   taker"   r#   r   r(   r1   r  r  r,   r,   r-   	test_take@  s   
rR  c                 C   s   t dddd|_| }|dd}| rt|j|jsJ n
t|j|jr)J d|jd< | r:t|j|jr:J t	|| d S )Nz
2018-04-09r   1D20minr   z0:00z1:00r   )
r   r   r   between_timer"   r#   r   r(   r1   r  r  r,   r,   r-   test_between_timeQ  s   
rU  c                 C   s   t ddgdd}t dddgd}| }||}| r,tt|dt|ds+J ntt|dt|dr:J d|jd< | rOtt|dt|drOJ t|| d S )Nr   r   r   r   )r   r   r   r  )	r   r   rC   r"   r#   r   r(   r1   r   )r)   r*   otherr   r   r,   r,   r-   test_reindex_likeb  s   

rW  c                 C   sx   t g d}| }| }| rt|j|jsJ n
t|j|jr%J d|jd< t|j|jr4J t|| d S )Nr   r   )	r	   r   
sort_indexr"   r#   r   r(   r1   r   r)   r   r   r   r,   r,   r-   test_sort_indext  s   
rZ  zobj, kwargsr   byc                 C   s   |  }|jdi |}| rtt|dt|dsJ ntt|dt|dr+J d|jd< tt|dt|dr>J t|| d S )Nr   r   r,   )r   sort_valuesr"   r#   r   r(   r1   r  )r)   r  rH  r  r  r,   r,   r-   test_sort_values  s   
r]  c                 C   s   |  }|d d  }|jdddi| tt|dt|ds"J t| d|jd< W d    n1 s7w   Y  | rTtt|dt|drLJ t|| d S tt|dt|dsbJ d S )NinplaceTr   r   r,   )	r   r\  r"   r#   r   r1   r2   r(   r  )r)   r  rH  r3   r  r   r,   r,   r-   test_sort_values_inplace  s    r_  decimals)r   r   c                 C   s4  t ddgdd}| }|j|d}| rNtt|dt|ds#J |dkr?ttjtdk r?tt|d	t|d	s>J n+tt|d	t|d	rMJ ntt|dt|dr\J tt|d	t|d	rjJ d
|j	d< d|j	d< | rtt|dt|drJ tt|d	t|d	rJ t
|| d S )Nr   r   r   r   )r`  r   r   z
2.4.0.dev0r   r   r  r   r   )r   r   roundr1   r#   r   r   r"   __version__r(   r   )r)   r3   r`  r*   r   r   r,   r,   r-   
test_round  s    

rd  c                 C   s   t jg dddgd}tdg di|d}| }|jddgd}| r2tt|dt|ds1J ntt|dt|dr@J d	|jd
< | rUtt|dt|drUJ t	
|| d S )Nr   r   r   r   r   r   )r   r   onetwonamesr   r   r   orderr   r   )r   from_tuplesr   r   reorder_levelsr"   r#   r   r(   r1   r   r)   r   r*   r   r   r,   r,   r-   test_reorder_levels  s   
rr  c                 C   s   t jg dddgd}tg d|d}| }|jddgd}| r,t|j|js+J n
t|j|jr6J d|jd< | rGt|j|jrGJ t	
|| d S )	Nre  ri  rj  rk  r   r   rm  r   )r   ro  r	   r   rp  r"   r#   r   r(   r1   r   r   r,   r,   r-   test_series_reorder_levels  s   
rs  c                 C   s   t jg dddgd}||_| }| }| r#t|j|js"J n
t|j|jr-J d|jd< | r>t|j|jr>J t	
|| d S )Nrf  rg  rh  ri  rj  rk  r   )r   ro  r   r   r   r"   r#   r   r(   r1   r  )r)   r  r   r  r  r,   r,   r-   test_swaplevel  s   
ru  c                 C   s   t g dg dg dd}| }|jg ddd}| r,tt|dt|ds+J ntt|dt|dr:J d|jd	< tt|dt|drMJ t|| d S )
Nr   r   r   r   r   r   r   r   r   )	r   r   rM   r"   r#   r   r(   r1   r   r   r,   r,   r-   test_frame_set_axis   s   
rv  c                 C   sv   t g d}| }|jg ddd}| rt||sJ nt||r&J d|jd< t||r3J t|| d S )Nr   r   r   r   r   )r	   r   rM   r"   r#   r(   r1   r   rY  r,   r,   r-   test_series_set_axis  s   
rw  c                 C   s   t g d}| }|jdd}t||sJ t| d|jd< W d    n1 s-w   Y  | rDt||r<J t|| d S t||sLJ t g d}t|| d S )Nr   F)rs   r   r   )	r	   r   ru   r"   r#   r1   r2   r(   r   r)   r3   r   r   r   r   r,   r,   r-   test_set_flags"  s   ry  mapperrQ   c                 C   s   t dg ditg dddd}| }|jdi |}| r-tt|dt|ds,J ntt|dt|dr;J d|jd< | rPtt|dt|drPJ t	|| d S )Nr   r   r  r   r   r   r,   )
r   r   r   rT   r"   r#   r   r(   r1   r   rK  r,   r,   r-   test_rename_axis5  s    
r{  zfunc, tz)rq   zEurope/Berlin)ro   Nc                 C   s   t ddgtddd|dd}| }t||d}| r&t|j|js%J n
t|j|jr0J d|jd< t|j|jr?J t	|| d S )	Nr   r   z2014-08-01 09:00h)startri   r{   r~   r   rm   r   )
r	   r   r   rO  r"   r#   r   r(   r1   r   )r)   r   r~   r   r   r   r,   r,   r-   test_tz_convert_localizeF  s   
r~  c                 C   s  t jg dddgd}tg dg dg dd|d	}| }|d
}| rCtt|dt|ds4J tt|dt|dsBJ ntt|dt|drQJ tt|dt|dr_J d
|jd< tt|dt|drrJ | rtt|dt|dsJ t	
|| d S )Nrt  ri  rj  rk  r   r         	   r   r   r   r   r   r   r   )r   ro  r   r   	droplevelr"   r#   r   r(   r1   r   rq  r,   r,   r-   test_droplevel\  s    

r  c                 C   s   t dg di}| }| }t|jt|dsJ t| d|j	d< W d    n1 s1w   Y  | rLt|jt|drDJ t
|| d S t|jt|dsXJ |jd dksaJ d S )Nr   r   r   r   )r   r   squeezer"   r#   r   r   r1   r2   r(   r   r   )r)   r3   r*   r   seriesr,   r,   r-   test_squeezet  s   r  c              
   C   s   t g dg dg dd}| }tdD ]U}| D ]N\}}tt||t||s.J t| d|j	d< W d    n1 sCw   Y  | r_tt||t||rXJ t
|| q|jd|f dksjJ qqd S )Nr   r   r  r   r   r   )r   r   ranger   r"   r#   r   r1   r2   r(   r   r   )r)   r3   r*   r   ir  r   r,   r,   r-   
test_items  s   r  r;  rV   Int64c                 C   s   t ddgddd|d}|d d  }| }t| d|||k< W d    n1 s,w   Y  | rItt|dt|drAJ t|| d S tt|dt|dsWJ |jd dks`J d S )Nr   r   r   r:  r   r   r   )	r   r   r1   r2   r"   r#   r   r   r(   )r)   r;  r3   r*   r   r   r,   r,   r-   test_putmask  s   r  c                 C   sP   t ddgddd|d}t|d}d|||k< | r$t|t|ds&J d S d S )Nr   r   r   r:  r   r   r   r   r"   r#   r)   r;  r*   rC  r,   r,   r-   test_putmask_no_reference  s   
r  float64Float64c                 C   sZ   t ddgdd|d}t|d}t dddgi|||k< | r)t|t|ds+J d S d S )Nr   r   r   r:  r   r/  r   r  r  r,   r,   r-   $test_putmask_aligns_rhs_no_reference  s   
r  zval, exp, warnT)r   FNc           	      C   s  t ddgddd}|d d  }| }t g dg dgtdd}|r=t  |||< W d    n1 s7w   Y  ntj|dd	 |||< W d    n1 sSw   Y  | rtt|d
t|d
rhJ tt|dt|d|u sxJ tt|dt|dsJ |j	
d|usJ |j	
drJ t|| d S |dkrtt|d
t|d
sJ tt|dt|dsJ |jd dksJ d S d S )Nr   r   r   r   )TFFabcr   zincompatible dtyper   r   r   r   r   r   )r   r   r   r1   r2   r   r"   r#   r   r$   r   r   r(   )	r)   r1  expwarnr3   r*   r   r   indexerr,   r,   r-   "test_putmask_dont_copy_some_blocks  s6   


 r  c                 C   s   |  | dkdS Nr   r   wherer   r,   r,   r-   r;     r<   c                 C   s   |  | dkdS r  maskr  r,   r,   r-   r;     r<   c                 C   s   t g d|d}| }||}| rtt|t|sJ ntt|t|r+J d|jd< | r>tt|t|r>J t|| d S )Nr   r:  r   r   )r	   r   r"   r#   r   r(   r1   r   r)   r;  r   r   r   r   r,   r,   r-   test_where_mask_noop  s   	
r  c                 C   s   |  | dk dS r  r  r  r,   r,   r-   r;     r<   c                 C   s   |  | dkdS r  r  r  r,   r,   r-   r;     r<   c                 C   sH   t g d|d}| }||}tt|t|rJ t|| d S )Nr   r:  )r	   r   r"   r#   r   r1   r   r  r,   r,   r-   test_where_mask  s
   	r  z
dtype, val)rV   g      %@)r  r   c                 C   s   |  | dk |S Nr   r  r*   r1  r,   r,   r-   r;     r<   c                 C   s   |  | dk|S r  r  r  r,   r,   r-   r;     r<   c                 C   s   t g dg dd|d}| }|||}| r5tt|dt|ds&J tt|dt|dr4J ntt|dt|drCJ d|jd< | rXtt|dt|drXJ t|| d S )	Nr   )ir   r:  r   r   r   r  r   )r)   r;  r1  r   r*   r   r   r,   r,   r-   %test_where_mask_noop_on_single_column  s   	

r  r  r  c              	   C   s,  t g ddd}| }| rft  t|d ||d dkddd W d    n1 s.w   Y  t|| t  t|dg ||d dkddd W d    n1 sYw   Y  t|| d S tjtsltnd d	d
 t|d ||d dkddd W d    n1 sw   Y  td . t	dd  t|dg ||d dkddd W d    n1 sw   Y  W d    n1 sw   Y  td : t	dd  t||d dk ||d dkddd W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )N)r   r   r   r   r   r   r   r   Tr^  inplace methodr   mode.chained_assignment)
r   r   r1   raises_chained_assignment_errorrO  r   r   r   r   r   )r)   r   r*   r   r,   r,   r-   test_chained_where_mask*  s<   
"
$
"$*$r  c                 C   s   t dg ditddddd}| }|jdd}| r*tt|dt|ds)J ntt|dt|dr8J d	|jd
< tt|dt|drKJ t	|| d S )Nr   )g        N       @      @z1/1/2000r   minr   r   r  r   r   )
r   r   r   asfreqr"   r#   r   r(   r1   r   r   r,   r,   r-   test_asfreq_noopF  s   

r  c                 C   sR   t dddg dd}| }| D ]	\}}d|jd< q| r't|| d S d S )Nr   r   r   r   r   r   )r   r   iterrowsr(   r1   r   )r)   r*   r   r   subr,   r,   r-   test_iterrowsZ  s   r  c                 C   s   t ddtjdgi}|d d  }| }t| |jdd W d    n1 s*w   Y  t| d|jd< W d    n1 sDw   Y  | rSt|| d S t dg di}t|| d S )	Nr   r   r   Tr        Y@r   )r  r   r   )	r   r"   r   r   r1   r2   ffillr(   r   )r)   r3   r*   r   r   r,   r,   r-   test_interpolate_creates_copyd  s   r  c                 C   s  t g dg dg dd}| }|jd d}|dtg d | rBtt|dt|ds3J tt|d	t|d	sAJ ntt|dt|drPJ tt|d	t|d	r^J d
|jd< t	|| | r{tt|dt|dsyJ d S tt|dt|drJ d S )Nr   r   r  r   r/   r   )ra  r   r   r   r   )
r   r   isetitemr"   arrayr#   r   r   r1   r   r   r,   r,   r-   test_isetitemv  s   
  r  zsingle-blockzmixed-blockc                 C   s   t g dtjg d|dd}tg d}| }|d| | r7tt|dt|s/J |j	dr7J d|j
d< t|| t g dtjg d|dd}tg d}|d| d|j
d< t g dtjg d|dd}t|| d S )	Nr   r   r:  r   r  r   r   r   )r   r"   r  r	   r   r  r#   r   r$   r   r   r1   r   r   )r)   r;  r*   r   r   r   r,   r,   r-   test_isetitem_series  s    
 
 r  c                 C   s   t g dddd}t g ddd}|ddg| | rBtt|dt|ds+J tt|d	t|d	s9J |jdrAJ ntt|dt|drPJ tt|d	t|d	r^J | }d
|jd< d
|jd< t	
|| d S )Nr   r   r   r   r   r   r   r   r   r   r   r  )r   r  r"   r#   r   r$   r   r   r(   r1   r   )r)   r*   rhsr   r,   r,   r-   test_isetitem_frame  s   

r  r   c              	   C   s6  t g dg dd}| }||}| r?tt|dt|ds$J d|jd< tt|dt|dr7J t|| d S |rKt	|t
rHtnd }n	t	|trRtnd }tdd" t| d|jd< W d    n1 sow   Y  W d    n1 s~w   Y  t	|trt|| d S |jd dksJ d S )	Nr   r   r   r   r   chained_assignmentr  r   )r   r   getr"   r#   r   r(   r1   r   
isinstancer8   r   r   r   r   r   )r)   r3   r   r*   r   r   r  r,   r,   r-   test_get  s(   


r  z	axis, keyr   )r   r   c              	   C   s  |dko| }|p|o|dk}t g dg dtjg d|dd}| }	|j||d}
|dks3|rAtt|d	t|
s@J n
| rK|
jd
sKJ | sQ|rW|sWd
|
j	d
< nP|rxt
|p`|dk d
|
j	d
< W d    n1 srw   Y  n/tdd" t
t d
|
j	d
< W d    n1 sw   Y  W d    n1 sw   Y  | s|s|d
krt
||	 d S |j	d d
ksJ d S )NrV   r   r   r   r  r:  r   r   r   r   r  r  r   )r   r"   r  r   xsr#   r   r$   r   r(   r1   r2   r   r   r   r   )r)   r3   r   rK   r   r;  single_blockis_viewr*   r   r   r,   r,   r-   test_xs  s6    r  rK   z
key, level)l1r   rh  c              	   C   s4  t ddd}tjddgg dgddgd	}t||td
d}|dkr+|  }| }	|j	|||d}
|dkrOt 
t||jd t|
|
jd sOJ |rZ|dkrWtnd }n	| sa|sat}nd }tdd" t| d|
jd< W d    n1 s~w   Y  W d    n1 sw   Y  t||	 d S )N   r   r   r  l2r   lev1lev2rk  r  r   r   )levelrK   r   r  r  r   )r"   arangereshaper   from_productr   r   r   r   r  r#   r   r    r   r   r   r1   r   r(   r   )r)   r3   r   r   r  rK   arrr   r*   r   r   r  r,   r,   r-   test_xs_multiindex  s.   r  c                 C   s   t g dg dd}t ddgidgd}| }|d d  }t| || W d    n1 s4w   Y  t g dg dd}t|| | rpt|| tt|d	t|d	s`J tt|dt|drnJ d S t|| d S )
N      ?r  r  )      @g      @      @r   r         Y@r   r   )r  r  r  r   )	r   r   r1   r2   updater   r"   r#   r   )r)   r3   df1r   df1_origr   r   r,   r,   r-   test_update_frame  s    r  c                 C   s   t g d}t dgdgd}| }|d d  }|r4t  || W d    n1 s.w   Y  n|| t g d}t|| | rOt|| d S t|| d S )Nr  r  r   r   )r  r  r  )r	   r   r1   r2   r  r   )r)   r3   ser1r   	ser1_origr   r   r,   r,   r-   test_update_series/  s   

r  c              	   C   s  t dg di}tdgdgd}| }| r]t  |d | W d    n1 s,w   Y  t|| t  |dg |  W d    n1 sPw   Y  t|| d S tjt	sct
nd dd |d | W d    n1 szw   Y  td ' tdd  |dg |  W d    n1 sw   Y  W d    n1 sw   Y  td 3 tdd  ||d dk |  W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )	Nr   r   r  r   r   r  r   r  )r   r	   r   r1   r  r  r   r  r   r   r   r   )r)   r*   r   r   r,   r,   r-   test_update_chained_assignmentD  s>   


"r  c                 C   sx   t g d}| }t|}|d9 }| r(tt||rJ t|t| d S tt||s2J t|t| d S Nr   r   )r	   r   r   r"   r#   r1   assert_numpy_array_equal)r)   r   r   datar,   r,   r-   test_inplace_arithmetic_series`  s   r  c                 C   s   t g d}| }|d d  }t| |d9 }W d    n1 s$w   Y  | r?tt|t|r7J t|| d S tt|t|sKJ d S r  )r	   r   r1   r2   r"   r#   r   r   )r)   r3   r   r   r   r,   r,   r-   -test_inplace_arithmetic_series_with_referencer  s   
r  Fc                 C   s   t g ddd}| }|j|d}|s|r| r(tt|dt|ds'J ntt|dt|dr6J d|jd< | rEt|| d S d S )	Nr   r   r   rA   r   r   r   r   )	r   r   r   r"   r#   r   r(   r1   r   )r)   r   r   r*   r   r   r,   r,   r-   test_transpose  s   
r  c                 C   s^   t g ddd}| }|j}tt|dt|drJ d|jd< | r-t|| d S d S )Nr   r   r   r   r   r   r   )	r   r   Tr"   r#   r   r(   r1   r   r)   r*   r   r   r,   r,   r-   test_transpose_different_dtypes  s   
r  c                 C   s:   t dg didd}|j}tt|dt|drJ d S )Nr   r   r  r:  r   )r   r  r"   r#   r   )r)   r*   r   r,   r,   r-   test_transpose_ea_single_column  s    r  c                 C   sn   t g ddd}| }dd }t| || W d    n1 s&w   Y  | r5t|| d S d S )Nr   r   r   c                 S   r   Nr   r   r   r  r,   r,   r-   r     r   z"test_transform_frame.<locals>.func)r   r   r1   r2   	transformr   )r)   r3   r*   r   r   r,   r,   r-   test_transform_frame  s   r  c                 C   sh   t g d}| }dd }t| || W d    n1 s#w   Y  | r2t|| d S d S )Nr   c                 S   r   r  r   r  r,   r,   r-   r     r   z#test_transform_series.<locals>.func)r	   r   r1   r2   r  r   )r)   r3   r   r   r   r,   r,   r-   test_transform_series  s   r  c                  C   sH   t ddgdd} |  }d|jd< tddgddgd	}t|| d S )
Nr   r   r   r   r   r   r   r   r   )r   countr(   r	   r1   r   r   r,   r,   r-   test_count_read_only_array  s
   
r  c                 C   s   t g d}| }tjtdd | }W d    n1 s w   Y  tt|t|s1J | r;|j	
dr;J t| d|jd< W d    n1 sPw   Y  | r_t|| d S t g d}t|| d S )Nr   zis deprecatedr   r   r   r   )r	   r   r1   r   r   r   r"   r#   r   r$   r   r2   r(   r   rx  r,   r,   r-   test_series_view  s   
r  c                 C   s   t dg di}tg d}| }|jd|dd | r2tt|t|ds)J |jdr1J ntt|t|dr?J d|j	d< t
|| d S )Nr   r   r   r   )r   valuecolumnr   r  )r   r	   r   insertr"   r#   r   r$   r   r(   r1   r   )r)   r*   r   r   r,   r,   r-   test_insert_series  s   
r  c                 C   s|   t g ddd}| }|d}| r#tt|dt|ds"J ntt|dt|dr1J d|jd< t|| d S )Nr   r   r   c = a+br   r   r   )	r   r   evalr"   r#   r   r(   r1   r   r  r,   r,   r-   	test_eval  s   

r  c                 C   s   t g ddd}| }|d d  }|jddd tt|dt|ds(J t| d|jd	< W d    n1 s=w   Y  | rLt	|| d S d S )
Nr   r   r   r  Tr  r   r   r   )
r   r   r  r"   r#   r   r1   r2   r(   r   )r)   r3   r*   r   df_viewr,   r,   r-   test_eval_inplace  s   r  c                 C   s   t ddgddgd}| }dd }t| |j|dd W d    n1 s*w   Y  | r8t|| n	|jd	 d
ksAJ t ddgddgd}| }td  |j|dd W d    n1 sgw   Y  t|| d S )Nr   r   r   r   )r   r   c                 S   s   d| d< | S )Nr   r   r,   )rowr,   r,   r-   r    s   z(test_apply_modify_row.<locals>.transformr   )r   r   r   r   r   )r   r   r1   r2   applyr   r   r   )r)   r3   r*   r   r  r,   r,   r-   test_apply_modify_row  s   r  )numpyr"   pytestpandas.compatr   r   pandas.errorsr   pandaspdr   r   r   r   r	   r
   r   r   r   pandas._testing_testingr1   pandas.tests.copy_view.utilr   pandas.util.versionr   r.   r4   markparametrizer   r   r   r   
RangeIndexr   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   r2  r3  r9  r>  rF  rG  rL  rP  rR  rU  rW  rZ  r]  r_  rd  rr  rs  ru  rv  rw  ry  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  r  r,   r,   r,   r-   <module>   s   ,%)#)
 




$







(
(
	


	"



$
$
*
*

$




	
	


!