o
    d                     @   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	 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S )    N)	DataFramelreshapemeltwide_to_longc                  C   sD   t  d d } | d dktj| d< | d dktj| d< | S )N
   Ar   id1Bid2)tmZmakeTimeDataFrameastypenpint64res r   R/app/.heroku/python/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$> M?gK)i<8b->?ghBĒABCabcCAPlow)r   listcolumnsnamesr   r   r   r   df1   s   r!   c                   C      dS )Nvarr   r   r   r   r   var_name&      r$   c                   C   r"   )Nvalr   r   r   r   r   
value_name+   r%   r'   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$ Zd%d& Zd'd( Zd)d* Zej	d+dd,gd-d. Zd/d0 Zej	d1eejd2d3d4d5ejg d6d7d8eg d9gd:d; Zd<d= Zd>d? Zd@dA ZdBdC ZdDdE Z dFdG Z!dHdI Z"dJdK Z#ej	dLdMdNgdOdP Z$dQS )R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_method1      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r$   r'   r   	col_level)r   assert_frame_equalr   )r-   r   r!   r$   r'   r   r   r   test_method_signatures5   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 )Nr)   r*   r   )r2   )r   r)   r*   r
   r   r
   r)   r*   r+   )r-   r   r.   Zresult1Zresult2r   r   r   test_default_col_namesD   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   r1   r   r	      r9   r   )r   lenr   r,   r   r7   )r-   r   Zresult3Zresult4Z	expected4r   r   r   test_value_varsN   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	   r9   r<   r   r	   r1   )r   r,   r   r   r7   )r-   r?   r   expectedr.   r   r   r   test_value_vars_types^   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	   rE   )rC   r   r   r*   r<   r1   )r   r=   r   r   r7   )r-   r!   rA   r.   r   r   r   test_vars_work_with_multiindexm   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   r*   rD   rE   rI   )rD   r   r*   c                 C   s    |j |||d}t|| d S )Nr5   )r   r   r7   )r-   r2   r3   r6   rA   r!   r.   r   r   r   %test_single_vars_work_with_multiindex{   s    z.TestMelt.test_single_vars_work_with_multiindexzid_vars, value_varsrC   rF   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matchr1   )pytestraises
ValueErrorr   )r-   r2   r3   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)r$   r#   r*   r   )r2   r$   )r   r#   r*   r
   )r   r
   r#   r*   r   )r2   r3   r$   r	   r;   r   r<   r   r   r,   r   r   r7   )	r-   r   r$   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$J |j ddg|d}|j g dks8J |j ddgd	|d
}|j g dksMJ |j ddgd	dg|d
}td|d  d d|d  d dd	gd dgd  ||d	  |d   iddd|gd}t|| d S )N)r'   r)   r&   r   r2   r'   )r   r)   r&   r
   )r   r
   r)   r&   r   )r2   r3   r'   r	   r;   r   r<   rR   )	r-   r   r'   Zresult10Zresult11Zresult12Zresult13Zresult14Z
expected14r   r   r   test_custom_value_name   s,   

	zTestMelt.test_custom_value_namec                 C   sZ  |j ||d}|j ddgksJ |j dg||d}|j g dks&J |j ddg||d}|j g dks;J |j ddgd	||d
}|j g dksQJ |j ddgd	dg||d
}td|d  d d|d  d |d	gd dgd  ||d	  |d   idd||gd}	t||	 | }
d|
j_|
  }|j ddgksJ d S )Nr4   r#   r&   r   r2   r$   r'   )r   r#   r&   r
   )r   r
   r#   r&   r   )r2   r3   r$   r'   r	   r;   r   r<   foor*   )r   r   r,   r   r   r7   copyname)r-   r   r'   r$   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_namer6   r   c                 C   s&   |j |d}|j ddgksJ d S )Nr5   r   r*   r+   )r-   r6   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   r*   r+   )r-   r!   r   r   r   r   test_multiindex  r0   zTestMelt.test_multiindexcolZ2010   z
US/Pacific)Zperiodstz)rD   rE   crD   dcategorydtype)r   rI   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 )Nr^   )rI   r   r   r   r   )klassr]   attr1attr2TZignore_indexre   r]   	attributer*   rV   r;   rf   rg   r   rI   r;      )re   r]   ri   r*   )
r   rangepdconcatSeriesr   r   r   r   r7   )r-   r]   r   Zexpected_valuer.   rA   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 )	NrI   r;   XYr@   r	   r   )r	   r)   r*   )r   rm   ZCategoricalr   r   r7   )r-   datar.   rA   r   r   r   test_preserve_category5  s   zTestMelt.test_preserve_categoryc                 C   s  t tjddtdd}d}tjt|jdddd	 |	d
dgddg W d    n1 s0w   Y  tjt|jdddd	 |	ddgddg W d    n1 sVw   Y  tjt|jdddd	 |	g dddg W d    n1 s|w   Y  |
 }tdtdg|_tjt|jdddd	 |	dgdg W d    n1 sw   Y  tjt|jdddd	 |j	dgdgdd W d    d S 1 sw   Y  d S )Nr^      abcdr<   z=The following '{Var}' are not present in the DataFrame: {Col}r3   z\['C'\])ZVarZColrK   rD   rE   Cra   r2   z\['A'\]r   r`   z\['not_here', 'or_there'\])rD   rE   Znot_hereZor_thereZABCDz\['E'\])ErD   rF   z\['F'\]Fr   r5   )r   r   randomrandnr   rM   rN   KeyErrorformatr   rX   r   )r-   r   rP   multir   r   r    test_melt_missing_columns_raises?  s4   "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 )NrW   barrI   r;   )r   rD   rE   ra   r   rD   rE   ra   r1   Zbd)r   rD   r)   r*   )r   r   r   r   r7   r-   r   r.   rA   r   r   r   test_melt_mixed_int_str_id_varsd  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 )NrW   r   )r   rD   r   rD   )r3   r)   r*   r   r   r   r7   r   r   r   r   "test_melt_mixed_int_str_value_varsm  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   rI   rW   r   firstindexFrh   rW   r   r   r   r   r   r   r   test_ignore_indext  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   rI   r;   rk   r   r   Frh   rW   r   rj   r   )rm   Z
MultiIndexfrom_tuplesr   r   r   r7   r-   r   r   r.   Zexpected_indexrA   r   r   r   test_ignore_multiindex}  s   zTestMelt.test_ignore_multiindexc                 C   s|   t jddgddd}tddgdd	gd
|d}t|dd}t jddgd ddd}tg dg dd|d}t|| d S )NrW   r   rb   r   )rd   rY   r   rI   r;   rk   )xyr   Frh   )r   r   r   r   rj   r   )rm   Indexr   r   r   r7   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;   rk   )rD   rE   rE   r<   rD   rE   r1   )r   rE   r;   )r   rE   rk   )rD   r)   r*   r   r   r   r   r    test_melt_with_duplicate_columns  s   z)TestMelt.test_melt_with_duplicate_columnsrd   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 )NrI   r;   r   rc   rk   ru   rD   rE   )rD   rD   rE   rE   )rI   r;   rk   ru   r   )r   rm   ro   r   r   r7   )r-   rd   r   r.   rA   r   r   r   test_melt_ea_dtype  s   zTestMelt.test_melt_ea_dtypeN)%__name__
__module____qualname__r/   r8   r:   r>   rM   markparametrizetupler   r   arrayrB   rG   r   rJ   rQ   rS   rU   rZ   r[   r\   rm   ro   Z
date_rangerp   rt   r   r   r   r   r   r   r   r   r   r   r   r   r(   0   s    









*


%			r(   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$d%}g d&g d'g d(g d)d*d+d,d-d.dt jddd	d
t jt jddgd/dd0d1d2dt jddddt jt jddgd"}t||jd#}t|| d3d tdd4D d5d tddD d}d6}tj	t
|d7 t|| W d    d S 1 sw   Y  d S )8N)	08jan2009	20dec2008	30dec2008	21dec2008	11jan2009)      C  %  )e   f   g   h   i   )MaleFemaler   r   r   )r   	22dec2008	04jan2009	29dec2008	20jan2009	21jan2009	22jan2009	31dec2008	03feb2009	05feb2009	02jan2009	15feb2009)i  i
  i  i  i       l@     @     @     ߱@     @     b@     Ų@)
birthdtbirthwtr   sexZvisitdt1Zvisitdt2Zvisitdt3Zwt1Zwt2Zwt3c                 S      g | ]}d |dqS visitdtra   r   .0ir   r   r   
<listcomp>      z+TestLreshape.test_pairs.<locals>.<listcomp>rI   ru   c                 S   r   wtra   r   r   r   r   r   r     r   )r   r   )r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   r   )     |@r        4@     ĩ@     Ұ@r   r   r   r   r   r   r   )r   r   r   r   r   r   r<   F)Zdropna)r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   c                 S   r   r   r   r   r   r   r   r     r   rk   c                 S   r   r   r   r   r   r   r   r     r   z$All column lists must be same lengthrK   )r   nanr   rl   r   r   r   r7   rM   rN   rO   )r-   rs   r   specr.   exp_dataexprP   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 t j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 )N{   rk   rD   rE   r`   rH   ra   ef      @333333?ffffff?皙	@?皙?)ZA1970ZA1980ZB1970ZB1980rq   r   rD   rE   r`   ra   r   r   r   r   r   r   r   r     r   r     r   r   r   rI   r;   r   rI   r;   rq   r   r	   yearr   r   rq   r   r	   r   r	   r   jr   rz   seedr{   r   dictziprl   r   r,   	set_indexr   r   r7   r-   r   r   r   rA   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   rI   r;   rk      )ru   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 t j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   rk   rD   rE   r`   rH   ra   r   r   r   r   r   r   r   r   )zA.1970zA.1980zB.1970zB.1980rq   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   rk   rD   rE   r`   rH   ra   r   r   r   r   r   r   r   r   )zA(quarterly)1970zA(quarterly)1980zB(quarterly)1970zB(quarterly)1980rq   r   r   r   r   r   )rq   A(quarterly)B(quarterly)r   r   r   )rq   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B2010rq   r   r  r  r  r  r  r  r	  r
  )r   rI   r   rI   )  r    r  )rq   r   r	   r   r   r   r   r   r	   r   )r   r   r   r   r   r   r   r7   r-   r   r   rA   r.   r   r   r   test_unbalanced  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a21r  a23b11b12b13b21b22b23rI   r;   rk   ru   r^   r   [   \   ]   )A11A12B11B12BB11BB12BBBXBBBZr   r,  r-  r.  r,  r-  r.  r  r  r  r  r  r   r"  r#  r$  r&  r'  r(  rI   r;   rk   ru   r^   r   r      r<  r<     r=  r=  )r5  r6  r   r	   BBr   r   r   )r5  r6  r   r	   r>  r   r	   r>  r   rI   Zaxisr   r   r   r   r   r7   
sort_indexr-   r   rA   r.   r   r   r   test_character_overlap  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    )rq   r  r  r  r   r   r   r	   r   )rq   r  r  r  r   r	   r   rI   levelr   r	   r  r@  r   r   r   r   r   r   
set_levelsr   r   r7   rB  )r-   r  r   r   rA   r.   r   r   r   test_invalid_separator+  s2   

 z%TestWideToLong.test_invalid_separatorc              
   C   r  )Nr  r  r!  r%  r)  r*  r+  )r/  r0  r1  r2  r3  r4  AratingArating_oldr   r7  r8  r9  r:  r   r;  )rK  rL  r   r	   r>  r   r   r   )rK  rL  r   r	   r>  r?  r   rI   r@  rA  rC  r   r   r   test_num_string_disambiguationI  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Bonerq   r   rE  )rq   rN  rO  rP  r   r   r   r	   r   r   rI   rF  r   r	   r   r@  rH  r  r   r   r   test_invalid_suffixtypej  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)	rI   rI   rI   r;   r;   r;   rk   rk   rk   )	rI   r;   rk   rI   r;   rk   rI   r;   rk   )	ffffff@333333@皙@r;   ?ffffff?rT  ffffff@ @)	333333@ffffff@rS  r   rR  333333@ffffff
@rY  rS  )famidbirthZht1Zht2)rR  rY  rS  rZ  rT  rS  r  r   rU  rR  rV  r[  rT  r\  rW  rY  rX  rS  )rI   rI   rI   rI   rI   rI   r;   r;   r;   r;   r;   r;   rk   rk   rk   rk   rk   rk   )rI   rI   r;   r;   rk   rk   rI   rI   r;   r;   rk   rk   rI   rI   r;   r;   rk   rk   )rI   r;   rI   r;   rI   r;   rI   r;   rI   r;   rI   r;   rI   r;   rI   r;   rI   r;   )htr]  r^  r   )r]  r^  r   r_  r]  r^  r   r   r   r   r   r   r7   rC  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)rI   r;   rk   ru   r^   )rI   rI   rI   rI   rI   )ZA_A1ZB_B1r   z3the id variables need to uniquely identify each rowrK   ZA_AZB_Br   colnamer   r   rM   rN   rO   r   r-   r   rP   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)rf  rg  rh  ri  rj  rk  )rl  rm  rn  ro  rp  rq  )rI   rI   rI   r;   r;   r;   )rr  rs  rt  rr  rs  rt  )actoractor_fb_likesnumru  ru  rx  rv  rw  _r  r`  rC  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 namerK   r   r	   rb  r   rc  rd  r   r   r   test_identical_stubnames  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   rb  r.   	treatmentr   rb  r.   r  z[a-z]+ry  r   r   suffixr  r   r   r   r   r   r   r7   rC  r   r   r   test_nonnumeric_suffix  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  rW   rW   )              "@r  r  r  r~  r   rb  r.   r  z.+ry  r  r`  rC  r   r   r   test_mixed_type_suffix  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  rX  rX  r  r  r~  r   rb  r.   r  z[0-9.]+ry  r  r  rC  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   rI   r;   rk   ru   )r   rI   r;   rk   ru   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   r   r7   )r-   Z	wide_dataZwide_dfrA   r.   r   r   r   test_col_substring_of_stubname4  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;   )r]   r*   zvalue_name (value) cannot matchrK   r*   rT   )	r   r   rl   rM   rN   rO   reescaper   )r-   r   r   r   r   test_raise_of_column_name_valueD  s   
"z.TestWideToLong.test_raise_of_column_name_valuerd   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j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   rD   rE   rx  -)r  r   r   r  ))r  rI   )r  rI   )r  r;   )r  r;   )r   rx  )rY   )r  r  r  r  ru   r   r   r   rF  )r   r   r   rm   r   r   r   r   ZlevelsrI  r   r7   )r-   rd   r   r.   r   rA   Z	new_levelr   r   r   test_missing_stubnameO  s(   z$TestWideToLong.test_missing_stubnameN)r   r   r   r   r   r  r  r  rD  rJ  rM  rQ  ra  re  rz  r{  r  r  r  r  r  rM   r   r   r  r   r   r   r   r     s*    
!)
'r   )r  numpyr   rM   Zpandasrm   r   r   r   r   Zpandas._testingZ_testingr   Zfixturer   r!   r$   r'   r(   r   r   r   r   r   r   <module>   s*    



    e