o
    թZh                     @   s   d dl Z d dlZd dlZd dlZd dlmZmZmZm	Z	m
Z
mZ d dlmZ ejdd Zejdd Zejdd Zejd	d
 ZG dd dZG dd dZG dd dZdd ZdS )    N)	DataFrameIndex
date_rangelreshapemeltwide_to_longc                  C   sf   t tjddttdtdtddddd	} | d
 dk	tj
| d< | d dk	tj
| d< | S )N   )
      ABCDdtypez
2000-01-01r	   B)periodsfreqcolumnsindexAr   id1id2)r   nprandomdefault_rngstandard_normalr   listobjectr   astypeint64res r!   U/var/www/html/lang_env/lib/python3.10/site-packages/pandas/tests/reshape/test_melt.pydf   s   r#   c                  C   s<   t g dg dg dg} tdtdg| _ddg| j_| S )N)5:?StgKԲ?)Uy$> M?gK)i<8b->?ghBĒABCabcCAPlow)r   r   r   namesr   r!   r!   r"   df1   s   r/   c                   C      dS )Nvarr!   r!   r!   r!   r"   var_name,      r2   c                   C   r0   )Nvalr!   r!   r!   r!   r"   
value_name1   r3   r5   c                   @   s  e Zd Zdd Zdd Zdd Zdd Zej	d	e
eejfd
d Zdd Zej	ddgdgdedddddddddddddfdgdgdedddddddddddddfgdd Zej	d d!d"ggd!gd"gd!d"ggd#d$ Zd%d& Zd'd( Zd)d* Zej	d+dd,gd-d. Zd/d0 Zej	d1eed2d3d4d5ejg d6d7d8eg d9gd:d; Zd<d= Zd>d? Zd@dA ZdBdC ZdDdE Z dFdG Z!dHdI Z"dJdK Z#ej	dLdMdNgdOdP Z$dQdR Z%dSdT Z&dUdV Z'dWdX Z(dYdZ Z)d[S )\TestMeltc                 C   s"   t |}|j ddgksJ d S )Nvariablevaluer   r   tolist)selfr#   resultr!   r!   r"   test_top_level_method7      zTestMelt.test_top_level_methodc                 C   s   t | t| t |jddgddgdt|ddgddgd t |j||dt|||d t |jddt|dd d S )	Nr   r   r   r   id_vars
value_varsr2   r5   r   	col_level)tmassert_frame_equalr   )r;   r#   r/   r2   r5   r!   r!   r"   test_method_signatures;   s    zTestMelt.test_method_signaturesc                 C   sl   |  }|j ddgksJ |j dgd}|j g dks!J |j ddgd}|j g dks4J d S )Nr7   r8   r   )r@   )r   r7   r8   r   r   r   r7   r8   r9   )r;   r#   r<   Zresult1Zresult2r!   r!   r"   test_default_col_namesJ   s   zTestMelt.test_default_col_namesc                 C   s   |j ddgdd}t|dksJ |j ddgddgd}t|d  d |d  d dgd dgd  |d  |d   dg dd	}t|| d S )
Nr   r   r   r?   r	   r   r   rH   r   )r   lenr   r:   rE   rF   )r;   r#   Zresult3Zresult4Z	expected4r!   r!   r"   test_value_varsT   s   	zTestMelt.test_value_varstype_c                 C   s|   t |d  d |d  d dgd dgd  |d  |d   dg dd}|jddg|d	d
}t|| d S )Nr   r   r   r   r	   r   rH   rJ   r   r   r?   )r   r:   r   rE   rF   )r;   rM   r#   expectedr<   r!   r!   r"   test_value_vars_typesd   s   	zTestMelt.test_value_vars_typesc                 C   sX   t |d dgt| dgt| |d dg dd}|jdgdgd}t|| d S )Nr   ar   br   rS   )rQ   r,   r-   r8   rJ   r?   )r   rK   r   rE   rF   )r;   r/   rO   r<   r!   r!   r"   test_vars_work_with_multiindexs   s   
z'TestMelt.test_vars_work_with_multiindexz(id_vars, value_vars, col_level, expectedr   r   r   r$   r&   r(   r      r   r%   r'   r)   )r   r,   r8   rR   rS   rW   )rR   r-   r8   c                 C   s    |j |||d}t|| d S )NrC   )r   rE   rF   )r;   r@   rA   rD   rO   r/   r<   r!   r!   r"   %test_single_vars_work_with_multiindex   s    z.TestMelt.test_single_vars_work_with_multiindexzid_vars, value_varsrQ   rT   c                 C   sF   d}t jt|d |j||d W d    d S 1 sw   Y  d S )NzF(id|value)_vars must be a list of tuples when columns are a MultiIndexmatchr?   )pytestraises
ValueErrorr   )r;   r@   rA   r/   msgr!   r!   r"   $test_tuple_vars_fail_with_multiindex   s   "z-TestMelt.test_tuple_vars_fail_with_multiindexc           	      C   s"  |j |d}|j ddgksJ |j dg|d}|j g dks$J |j ddg|d}|j g dks8J |j ddgd	|d
}|j g dksMJ |j ddgd	dg|d
}td|d  d d|d  d |d	gd dgd  d|d	  |d   idd|dgd}t|| d S )N)r2   r1   r8   r   r@   r2   )r   r1   r8   r   )r   r   r1   r8   r   )r@   rA   r2   r   r   r	   rJ   r   r   r:   r   rE   rF   )	r;   r#   r2   Zresult5Zresult6Zresult7Zresult8Zresult9Z	expected9r!   r!   r"   test_custom_var_name   s(   
	zTestMelt.test_custom_var_namec           	      C   s"  |j |d}|j ddgksJ |j dg|d}|j g dks$J |j ddg|d}|j g dks8J |j ddgd	|d
}|j g dksMJ |j ddgd	dg|d
}td|d  d d|d  d dd	gd dgd  ||d	  |d   iddd|gd}t|| d S )N)r5   r7   r4   r   r@   r5   )r   r7   r4   r   )r   r   r7   r4   r   )r@   rA   r5   r   r   r	   rJ   ra   )	r;   r#   r5   Zresult10Zresult11Zresult12Zresult13Zresult14Z
expected14r!   r!   r"   test_custom_value_name   s,   

	zTestMelt.test_custom_value_namec                 C   sZ  |j ||d}|j ddgksJ |j dg||d}|j g dks&J |j ddg||d}|j g dks;J |j ddgd	||d
}|j g dksQJ |j ddgd	dg||d
}td|d  d d|d  d |d	gd dgd  ||d	  |d   idd||gd}	t||	 | }
d|
j_|
  }|j ddgksJ d S )NrB   r1   r4   r   r@   r2   r5   )r   r1   r4   r   )r   r   r1   r4   r   r@   rA   r2   r5   r   r   r	   rJ   foor8   )r   r   r:   r   rE   rF   copyname)r;   r#   r5   r2   Zresult15Zresult16Zresult17Zresult18Zresult19Z
expected19Zdf20Zresult20r!   r!   r"   test_custom_var_and_value_name   sD   

	z'TestMelt.test_custom_var_and_value_namerD   r,   c                 C   s&   |j |d}|j ddgksJ d S )NrC   r,   r8   r9   )r;   rD   r/   r    r!   r!   r"   test_col_level  s   zTestMelt.test_col_levelc                 C   s"   |  }|j g dksJ d S )N)r,   r-   r8   r9   )r;   r/   r    r!   r!   r"   test_multiindex  r>   zTestMelt.test_multiindexcolZ2010   z
US/Pacific)r   tz)rR   rS   crR   dcategoryr   )r   rW   r   r   r   c                 C   s   t td|g d|d}tjtg d|gdd}t|ddgdd	d
}t ttdd tj|gd dddgd dgd  |d}g d|_t	|| d S )Nrn   )rW   r   r   r   r   )klassrm   attr1attr2TZignore_indexrs   rm   	attributer8   re   r   rt   ru   r   rW   r      )rs   rm   rw   r8   )
r   rangepdconcatSeriesr   r   r   rE   rF   )r;   rm   r#   Zexpected_valuer<   rO   r!   r!   r"   test_pandas_dtypes  s    

zTestMelt.test_pandas_dtypesc                 C   s^   t ddgtddgd}t|dgdg}t tddgddgddgd}t|| d S )	NrW   r   XYrN   r   r   )r   r7   r8   )r   r{   ZCategoricalr   rE   rF   )r;   datar<   rO   r!   r!   r"   test_preserve_category;  s   zTestMelt.test_preserve_categoryc                 C   s  t tjddtdd}d}tjt|d |	ddgd	d
g W d    n1 s-w   Y  tjt|d |	ddgdd
g W d    n1 sNw   Y  tjt|d |	g ddd
g W d    n1 sow   Y  |
 }tdtdg|_tjt|d |	dgdg W d    n1 sw   Y  tjt|d |j	dgdgdd W d    d S 1 sw   Y  d S )Nr   )rn   r
   abcdrJ   zEThe following id_vars or value_vars are not present in the DataFrame:rY   rR   rS   Crq   r   rp   )rR   rS   Znot_hereZor_therer   )ErR   rT   Fr   rC   )r   r   r   r   r   r   r[   r\   KeyErrorr   rh   r   )r;   r#   r^   multir!   r!   r"    test_melt_missing_columns_raisesE  s0   "z)TestMelt.test_melt_missing_columns_raisesc                 C   sf   t dgdgdgdgd}t|ddgdd	gd
}t dgd dgd tdddgd}t|| d S )Nrg   barrW   r   )r   rR   rS   rq   r   rR   rS   rq   r?   Zbd)r   rR   r7   r8   )r   r   r   rE   rF   r;   r#   r<   rO   r!   r!   r"   test_melt_mixed_int_str_id_varsh  s    z(TestMelt.test_melt_mixed_int_str_id_varsc                 C   sH   t dgdgd}t|ddgd}t ddgddgd}t|| d S )Nrg   r   )r   rR   r   rR   )rA   r7   r8   r   r   rE   rF   r   r!   r!   r"   "test_melt_mixed_int_str_value_varsq  s   z+TestMelt.test_melt_mixed_int_str_value_varsc                 C   sR   t dgdgddgd}t|dd}t dd	gddgd
ddgd}t|| d S )Nr   rW   rg   r   firstr   Frv   rg   r   r   r   r   r!   r!   r"   test_ignore_indexx  s   zTestMelt.test_ignore_indexc                 C   s   t jjddgddgd}tddgdd	gd
|d}t|dd}t jjddgd ddgd}tdgd dgd  g dd|d}t|| d S )N)r   second)r   thirdbazZfoobarr.   r   rW   r   ry   r   r   Frv   rg   r   rx   r   )r{   
MultiIndexfrom_tuplesr   r   rE   rF   r;   r   r#   r<   Zexpected_indexrO   r!   r!   r"   test_ignore_multiindex  s   zTestMelt.test_ignore_multiindexc                 C   sx   t ddgddd}tddgdd	gd
|d}t|dd}t ddgd ddd}tg dg dd|d}t|| d S )Nrg   r   rr   r   )r   ri   r   rW   r   ry   )xyr   Frv   )r   r   r   r   rx   r   )r   r   r   rE   rF   r   r!   r!   r"   test_ignore_index_name_and_type  s   z(TestMelt.test_ignore_index_name_and_typec                 C   sT   t g dgg dd}|jdgdgd}t g dg dgg d	d}t|| d S )
N)idr   ry   )rR   rS   rS   rJ   rR   rS   r?   )r   rS   r   )r   rS   ry   )rR   r7   r8   r   r   r!   r!   r"    test_melt_with_duplicate_columns  s   z)TestMelt.test_melt_with_duplicate_columnsr   Int8ZInt64c                 C   sb   t tjddgddtjddg|dd}| }t g dtjg d	|dd
}t|| d S )NrW   r   r   r   ry   r
   rR   rS   )rR   rR   rS   rS   )rW   r   ry   r
   r   )r   r{   r}   r   rE   rF   )r;   r   r#   r<   rO   r!   r!   r"   test_melt_ea_dtype  s   zTestMelt.test_melt_ea_dtypec                 C   s   t dddddddddd	d
dd}|jd|_|jdgdgd}t tdtjdgd ddg dd}t|| d S )NrR   rS   rp   rV   rW   ry   rn   r   r
      )r   r   r   zstring[python]r   r   r?   r+   r   )rW   ry   rn   )r   r7   r8   )	r   r   r   r   r   r{   r}   rE   rF   r   r!   r!   r"   test_melt_ea_columns  s   


zTestMelt.test_melt_ea_columnsc              
   C   s   t dtjdddtjdddddtjdddtjddddgd	d
gd}|jdgddgddd}t ddddddddddtjdddtjdddtjdddtjddddd}t|| d S )NZA0z
2023/03/01z
Asia/Tokyo)ro   z
2023/03/10)type
start_dateend_dateA1z
2023/03/11ZaaaaZbbbbr   r   r   r   r   	start/enddaterf   rx   z2023-03-01 00:00:00+0900z2023-03-10 00:00:00+0900z2023-03-11 00:00:00+0900)r   r   r   )r   r{   	Timestampr   rE   rF   r   r!   r!   r"   test_melt_preserves_datetime  sB   z%TestMelt.test_melt_preserves_datetimec                 C   s\   t g dg ddg dd}|jdddd	}t g dd
gd g dd}t|| d S NrW   r   ry   r
   rn   r   r   Z11Z22Z33r   rR   r   rW   re   rS   ry   )rR   r   rW   r   r   r!   r!   r"   #test_melt_allows_non_scalar_id_vars  s   z,TestMelt.test_melt_allows_non_scalar_id_varsc                 C   s^   t g dg ddg dd}|jdgddd	}t g dd
gd g dd}t|| d S r   r   r   r!   r!   r"   $test_melt_allows_non_string_var_name  s   z-TestMelt.test_melt_allows_non_string_var_namec                 C   sf   t g dg ddg dd}tjtdd |jdgd	d
gd W d    d S 1 s,w   Y  d S )Nr   r   r   r   r   z.* must be a scalar.rY   rR   rW   r   r`   )r   r[   r\   r]   r   r;   r#   r!   r!   r"   $test_melt_non_scalar_var_name_raises  s   "z-TestMelt.test_melt_non_scalar_var_name_raisesN)*__name__
__module____qualname__r=   rG   rI   rL   r[   markparametrizetupler   r   arrayrP   rU   r   rX   r_   rb   rd   rj   rk   rl   r{   r}   r   r~   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r!   r!   r!   r"   r6   6   s    









*


#			
)r6   c                   @   s   e Zd Zdd ZdS )TestLreshapec                 C   s  g dg dg dg dg ddt jddd	gd
t jt jddgg ddt jdddgdt jt jddgd
}t|}dd tddD dd tddD d}t||}g dg dg dg dg d g d!d"}t||jd#}t|| t||d$d%}g d&g d'g d(g d)d*d+d,d-d.dt jddd	d
t jt jddgd/dd0d1d2dt jddddt jt jddgd"}t||jd#}t|| d3d tdd4D d5d tddD d}d6}tj	t
|d7 t|| W d    d S 1 sw   Y  d S )8N)	08jan2009	20dec2008	30dec2008	21dec2008	11jan2009)      C  %  )e   f   g   h   i   )MaleFemaler   r   r   )r   	22dec2008	04jan2009	29dec2008	20jan2009	21jan2009	22jan2009	31dec2008	03feb2009	05feb2009	02jan2009	15feb2009)i  i
  i  i  i       l@     @     @     ߱@     @     b@     Ų@)
birthdtbirthwtr   sexZvisitdt1Zvisitdt2Zvisitdt3Zwt1Zwt2Zwt3c                 S      g | ]}d |dqS visitdtrq   r!   .0ir!   r!   r"   
<listcomp>:      z+TestLreshape.test_pairs.<locals>.<listcomp>rW   r
   c                 S   r   wtrq   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   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        4@     ĩ@     Ұ@r   r   r   r   r   r   r   )r   r   r   r   r   r   rJ   F)Zdropna)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   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                 S   r   r   r!   r   r!   r!   r"   r     r   ry   c                 S   r   r   r!   r   r!   r!   r"   r     r   z$All column lists must be same lengthrY   )r   nanr   rz   r   r   rE   rF   r[   r\   r]   )r;   r   r#   specr<   exp_dataexpr^   r!   r!   r"   
test_pairs  s   
Ih"zTestLreshape.test_pairsN)r   r   r   r   r!   r!   r!   r"   r     s    r   c                   @   s   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
dd Zdd Zdd Zdd Zdd Zdd Zdd Zdd  Zd!d" Zd#d$ Zejd%d&d'gd(d) Zd*S )+TestWideToLongc              	   C      t jdd}tddddddd	dd
dddddddtttd|d}|j|d< |	 |	  g dg dg dg dd}t|}|
ddgg d }t|ddgddd}t|| d S )Nr   ry   rR   rS   rp   rV   rq   ef      @333333?ffffff?皙	@?皙?)ZA1970ZA1980ZB1970ZB1980r   r   rR   rS   rp   rq   r   r   r   r   r   r   r   r    r  r    r  r  r   rW   r   r   rW   r   r   r   r   yearr   r	  r   r   r   r   r   r   jr   r   r   r   r   dictziprz   r   r:   	set_indexr   rE   rF   r;   r   r#   r   rO   r<   r!   r!   r"   test_simple  s(   




	zTestWideToLong.test_simplec                 C   sJ   t g dg dg}g d|_ddg}t||ddd |ddgks#J d S )	N)r   rW   r   ry      )r
   rn   r      	   )r   Zinc1Zinc2Zedu1Zedu2incedur   ager  )r   r   r   )r;   r#   Zstubsr!   r!   r"   
test_stubs  s
   
zTestWideToLong.test_stubsc              	   C   s   t jdd}tddddddd	dd
dddddddtttd|d}|j|d< |	 |	  g dg dg dg dd}t|}|
ddgg d }t|ddgdddd}t|| d S )Nr   ry   rR   rS   rp   rV   rq   r   r   r   r   r   r   r   r  )zA.1970zA.1980zB.1970zB.1980r   r   r  r  r  r  r  r	  r
  r   r   .r   r  sepr  r  r!   r!   r"   test_separating_character#  s(   




	z(TestWideToLong.test_separating_characterc              	   C   r   )Nr   ry   rR   rS   rp   rV   rq   r   r   r   r   r   r   r   r  )zA(quarterly)1970zA(quarterly)1980zB(quarterly)1970zB(quarterly)1980r   r   r  r  r  r  )r   A(quarterly)B(quarterly)r	  r   r	  )r   r  r  r  r  r  r  r  r!   r!   r"   test_escapable_characters=  s,   




	z(TestWideToLong.test_escapable_charactersc                 C   s   t ddgddgddgddgd	}|j|d
< g dg dddtjtjgg dg dd}t |}|d
dgg d }t|ddgd
dd}t|| d S )N      ?       @      @      @      @      @X1X2A2010A2011B2010r   r   r'  r(  r'  r(  r!  r"  r#  r$  )r   rW   r   rW   )  r/    r0  )r   r   r   r   r	  r	  r
  r   r   r  )r   r   r   r   r  r   rE   rF   r;   r#   r   rO   r<   r!   r!   r"   test_unbalancedW  s$   
zTestWideToLong.test_unbalancedc              
   C      t g dg dg dg dg dg dg dg dd}|j|d	< t g d
g d
g dg dg dg dg dd}|d	dgg d }t|g dd	dd}t|jdd|jdd d S )Na11a22a33a21r6  a23b11b12b13b21b22b23r   r   [   \   ]   )A11A12B11B12BB11BB12BBBXBBBZr   rD  rE  rF  rD  rE  rF  r5  r6  r7  r9  r6  r:  r<  r=  r>  r@  rA  rB  rW   r   ry   r
   rn   r   r     rT  rT     rU  rU  )rM  rN  r   r   BBr   r	  r	  )rM  rN  r   r   rV  r   r   rV  r  rW   Zaxisr   r   r  r   rE   rF   
sort_indexr;   r#   rO   r<   r!   r!   r"   test_character_overlapn  s2   
 z%TestWideToLong.test_character_overlapc              	   C   s   d}t ddgddgddgdd	gd
}|j|d< dg g g g g g g d}t |dtji}|ddgg d }|jjddgdd|_t|ddgdd|d}t	|j
dd|j
dd d S )Nznope!r!  r"  r#  r$  r%  r&  r'  r(  r)  r    )r   r*  r+  r,  r   r	  r   r   r	  )r   r*  r+  r,  r   r   r   rW   levelr   r   r  rX  r   r   r   r   r   r  
set_levelsr   rE   rF   rZ  )r;   r  r#   r   rO   r<   r!   r!   r"   test_invalid_separator  s2   

 z%TestWideToLong.test_invalid_separatorc              
   C   r3  )Nr4  r8  r;  r?  r   r   rC  )rG  rH  rI  rJ  rK  rL  AratingArating_oldr   rO  rP  rQ  rR  r  rS  )rc  rd  r   r   rV  r   r	  r	  )rc  rd  r   r   rV  rW  r  rW   rX  rY  r[  r!   r!   r"   test_num_string_disambiguation  s6   
 z-TestWideToLong.test_num_string_disambiguationc              	   C   s   t ddgddgddgddgd	}|j|d
< dg g g g g g g d}t |dtji}|d
dg}|jjddgdd|_t|ddgd
dd}t	|j
dd|j
dd d S )Nr!  r"  r#  r$  r%  r&  r'  r(  )AoneAtwoBoner   r   r]  )r   rf  rg  rh  r   r	  r   r   r	  r   rW   r^  r   r   r  rX  r`  r1  r!   r!   r"   test_invalid_suffixtype  s,   

 z&TestWideToLong.test_invalid_suffixtypec                 C   s|   t g dg dg dg dd}t g dg dg dg d	d
}|g ddg }t|dddgdd}t|| d S )N)	rW   rW   rW   r   r   r   ry   ry   ry   )	rW   r   ry   rW   r   ry   rW   r   ry   )	ffffff@333333@皙@r   ?ffffff?rl  ffffff@ @)	333333@ffffff@rk  r   rj  333333@ffffff
@rq  rk  )famidbirthZht1Zht2)rj  rq  rk  rr  rl  rk  r"  r   rm  rj  rn  rs  rl  rt  ro  rq  rp  rk  )rW   rW   rW   rW   rW   rW   r   r   r   r   r   r   ry   ry   ry   ry   ry   ry   )rW   rW   r   r   ry   ry   rW   rW   r   r   ry   ry   rW   rW   r   r   ry   ry   )rW   r   rW   r   rW   r   rW   r   rW   r   rW   r   rW   r   rW   r   rW   r   )htru  rv  r  )ru  rv  r  rw  ru  rv  r  r  r   r  r   rE   rF   r[  r!   r!   r"   test_multiple_id_columns  s"   z'TestWideToLong.test_multiple_id_columnsc                 C   sh   t g dg dg dd}d}tjt|d t|ddgdd	d
 W d    d S 1 s-w   Y  d S )N)rW   r   ry   r
   rn   )rW   rW   rW   rW   rW   )ZA_A1ZB_B1r   z3the id variables need to uniquely identify each rowrY   ZA_AZB_Br   colnamer  r   r[   r\   r]   r   r;   r#   r^   r!   r!   r"   test_non_unique_idvars  s   "z%TestWideToLong.test_non_unique_idvarsc                 C   sz   t g dg dg dg dg dd}t g dg dg d	g d
dddg}t|ddgdddd}t|| d S )N)CCH PounderJohnny DeppChristoph Waltz)Joel David MooreOrlando BloomRory Kinnear)     @@     @     |@)     @@     @     x@)AvatarPirates of the CaribbeanSpectre)Zactor_1Zactor_2Zactor_fb_likes_1Zactor_fb_likes_2title)r~  r  r  r  r  r  )r  r  r  r  r  r  )rW   rW   rW   r   r   r   )r  r  r  r  r  r  )actoractor_fb_likesnumr  r  r  r  r  _r  rx  r[  r!   r!   r"   test_cast_j_int  s*   

zTestWideToLong.test_cast_j_intc                 C   sn   t ddgddgddgddgd	}d
}tjt|d t|ddgddd W d    d S 1 s0w   Y  d S )Nr!  r"  r#  r$  r%  r&  r'  r(  )r*  r+  r,  r   z,stubname can't be identical to a column namerY   r   r   rz  r  r{  r|  r!   r!   r"   test_identical_stubnamesB  s   "z'TestWideToLong.test_identical_stubnamesc                 C   s   t ddgddgddgddgd	}t g d
g dddtjtjgg dd}|ddg}t|ddgddddd}t|| d S )Nr!  r"  r#  r$  r%  r&  r'  r(  )Ztreatment_placeboZtreatment_testZresult_placebor   r-  )placebor  testr  r.  r   rz  r<   	treatmentr   rz  r<   r  z[a-z]+r  r   r  suffixr  r   r   r   r  r   rE   rF   r[  r!   r!   r"   test_nonnumeric_suffixO  s&   z%TestWideToLong.test_nonnumeric_suffixc                 C   s|   t ddgddgddgddgd	d
gd}t g dg dg dg ddddg}t|ddgddddd}t|| d S )Nr'  r(  r   r  r%  r&  r!  r"  r#  r$  )r   result_1Z
result_fooZtreatment_1Ztreatment_foor-  )1r  rg   rg   )              "@r%  r&  r.  r  r   rz  r<   r  z.+r  r  rx  r[  r!   r!   r"   test_mixed_type_suffixf  s*   	
z%TestWideToLong.test_mixed_type_suffixc                 C   s   t ddgddgddgddgd	d
gd}t g dg dddddtjtjtjtjgtjtjtjtjddddgd}|ddg}t|ddgddddd}t|| d S )Nr!  r"  r#  r$  r%  r&  r   r  r'  r(  )ztreatment_1.1ztreatment_2.1z
result_1.2r  r   )r'  r(  r'  r(  r'  r(  r'  r(  )r   r   r!  r!  皙?r  rp  rp  r  r  r  r   rz  r<   r  z[0-9.]+r  r  r  r[  r!   r!   r"   test_float_suffix}  s(   	z TestWideToLong.test_float_suffixc              
   C   s   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}t |}t|dgddgdd}t|dddgdd}t|| d S )Nr   rW   r   ry   r
   )r   rW   r   ry   r
   g?r  g      ?r!  gQ?gGz?gQ?g\(\?g333333?gp=
ף?g{Gz?gp=
ף?gq=
ףp?g(\?r   )node_idr   ZPA0ZPA1ZPA3ZPAr  r   time)	stubnamesr   r  )r   	from_dictr   rE   rF   )r;   Z	wide_dataZwide_dfrO   r<   r!   r!   r"   test_col_substring_of_stubname  s   
z-TestWideToLong.test_col_substring_of_stubnamec                 C   sb   t tdtdddd}tjttdd |jddd	 W d    d S 1 s*w   Y  d S )
Nr*   r	      r   )rm   r8   zvalue_name (value) cannot matchrY   r8   rc   )	r   r   rz   r[   r\   r]   reescaper   r   r!   r!   r"   test_raise_of_column_name_value  s   
"z.TestWideToLong.test_raise_of_column_name_valuer   Ostringc                 C   s   t ddgddgddgd}|d|i}t|d	d
gdddd}tg ddd}t g dtjgd d|d}|jjd |}|jj|dd|_t	
|| d S )Nr  2d      ,    )r   za-1za-2r   rR   rS   r  -)r  r   r  r  ))r  rW   )r  rW   )r  r   )r  r   )r   r  )ri   )r  r  r  r  r
   r   r   r   r^  )r   r   r   r   r   r   r   Zlevelsra  rE   rF   )r;   r   r#   r<   r   rO   Z	new_levelr!   r!   r"   test_missing_stubname  s(   z$TestWideToLong.test_missing_stubnameN)r   r   r   r  r  r  r   r2  r\  rb  re  ri  ry  r}  r  r  r  r  r  r  r  r[   r   r   r  r!   r!   r!   r"   r      s*    
!)
'r   c               	   C   s   t d tddiddiddiddiddid} | jd| _t| ddd	d
dd}tddgddgddggtddgtdtj	j
g dtg dddgdd	gdd}t|| d S )NZpyarrowr   rW   r   )IDZR_test1ZR_test2ZR_test3Dzstring[pyarrow_numpy]Rr  Z	UNPIVOTEDr  z.*)r  r   r  r  r  r  r   )rW   rW   rW   )Ztest1Ztest2Ztest3r   r   )r[   Zimportorskipr   r   r   r   r   r   r{   r   Zfrom_arraysrE   rF   )r#   r<   rO   r!   r!   r"   (test_wide_to_long_pyarrow_string_columns  s0   
	r  )r  numpyr   r[   Zpandasr{   r   r   r   r   r   r   Zpandas._testingZ_testingrE   Zfixturer#   r/   r2   r5   r6   r   r   r  r!   r!   r!   r"   <module>   s2     



   i e   L