o
    dW                    @   sz  d dl Z d dlZd dlmZ d dlZd dlZd dlZd dlZd dlZd dlZd dl	Z	d dl
Zd dlZd dlmZ d dlZd dlmZ d dlmZmZ d dlmZ d dlmZ d dlmZmZmZmZm Z m!Z!m"Z"m#Z#m$Z$ ej%dd	 Z&ej%d
d Z'G dd dZ(ej)*dg ddd Z+dd Z,dd Z-ej)*dg dej)*dddgej)*dddgdd Z.ej)*dddgej)*dg d d!d" Z/ej)*dg dd#d$ Z0d%d& Z1ej)*d'd(d)d* Z2d+d, Z3d-d. Z4d/d0 Z5ej)*d1ddgej)*d2ddgd3d4 Z6d5d6 Z7d7d8 Z8d9d: Z9ej)*dg dej)*d;ej:ej;ej<ej=ej>ej?ej@ejAejBg	d<d= ZCdS )>    N)datetime)is_categorical_dtype)	DataFrameSeries)_compression_to_extensionread_csv)	CategoricalConversionWarningInvalidColumnNamePossiblePrecisionLossStataMissingValueStataReaderStataWriterStataWriterUTF8ValueLabelTypeMismatch
read_statac                   C   s   t g dg dg ddS )N            )      ?      @g      ;@g     @T@)Atlanta
Birmingham
CincinnatiDetroitabc)r    r!   r!   _/var/www/html/visualizacion-main/env/lib/python3.10/site-packages/pandas/tests/io/test_stata.pymixed_frame'   s   r#   c                 C   s&   | dddd}t |dd}d|j_|S )Niodatastatazstata5_114.dtaTconvert_datesindex)r   r)   name)datapath	dta14_114
parsed_114r!   r!   r"   r-   2   s   r-   c                   @   s  e Zd Zdd Zdd Zejdg ddd Zejdg dd	d
 Z	ejdddgdd Z
dd Zejdg ddd Zejdg ddd Zdd Zdd Zdd Zdd Zejdg dd d! Zd"d# Zd$d% Zejdg dd&d' Zd(d) Zejdg dd*d+ Zd,d- Zejdg dejdg d.d/d0 Zejdg d1d2d3 Zejdg dd4d5 Zejdg dd6d7 Zd8d9 Zejdg dd:d; Zd<d= Zd>d? Z d@dA Z!dBdC Z"dDdE Z#dFdG Z$dHdI Z%dJdK Z&ejdg dejdLdMdNgdOdP Z'dQdR Z(dSdT Z)dUdV Z*dWdX Z+ejdg dYdZd[ Z,d\d] Z-d^d_ Z.d`da Z/ejdg dej0dbdcdd Z1dedf Z2ejdg ddgdh Z3ejddidjgdkdl Z4ejddmdngdodp Z5ejddidjgdqdr Z6ejdg dsejdtdudvgejdwdxdygejdzdxdygd{d| Z7e8d}e9d~e9fddZ:dd Z;ejdg dejdtdudvgejdwdxdygejdzdxdygdd Z<dd Z=ejdg ddd Z>ejdg ddd Z?ejdddgdd Z@dd ZAdd ZBdd ZCdd ZDdd ZEdd ZFdd ZGdd ZHejdeIjJeIjJ gdd ZKdd ZLdd ZMejddydxgdd ZNdd ZOejdg ddd ZPdd ZQdd ZRdd ZSejdg ddd ZTdd ZUdd ZVdd ZWejdg ddd ZXejdg ddd ZYddÄ ZZddń Z[ejj\ddǄ Z]ejdg dȢddʄ Z^dd̄ Z_dS )	TestStatac                 C      t |ddS )NTr'   )r   selffiler!   r!   r"   read_dta;   s   zTestStata.read_dtac                 C   r/   )NT)parse_datesr   r0   r!   r!   r"   r   ?   s   zTestStata.read_csvversionr   u   v   w   Nc                 C   s^   t dgd}t }|j|d|d t|}t|| W d    d S 1 s(w   Y  d S )NunitcolumnsFwrite_indexr5   )r   tmensure_cleanto_statar   assert_frame_equal)r1   r5   empty_dspath	empty_ds2r!   r!   r"   test_read_empty_dtaB   s   
"zTestStata.test_read_empty_dtac                 C   s   t tdg dd}t }|j|d|d t|}W d    n1 s&w   Y  t|jtj	s4J |
 }|d tj|d< tj||dd d S )	N   )b1b2b3b4b5)r   r   Fr>   r   Tcheck_index_type)r   ranger@   rA   rB   r   
isinstancer)   pd
RangeIndexcopyastypenpint32rC   )r1   r5   dfrE   read_dfexpectedr!   r!   r"   test_read_index_col_noneK   s   

z"TestStata.test_read_index_col_noner2   
stata1_114
stata1_117c                 C   sh   |ddd| d}|  |}ttjtjtjtjtjfgg dd}|d tj|d< t|| d S )Nr$   r%   r&   .dta
float_missdouble_miss	byte_missint_miss	long_missr<   r`   )r3   r   rV   nanrU   float32r@   rC   r1   r2   r+   parsedrZ   r!   r!   r"   test_read_dta1X   s   
zTestStata.test_read_dta1c                 C   s  t jtdddddddtdd	dtdd	d
tdd	d	tddd	tdd	d	tdd	d	ftdddddddtdddtdddtdd	d	tddd	tdd	d	tdd	d	ftjtjtjtjtjtjtjtjfgg dd}|d d|d< tjdd:}td | 	|dd d!d"}| 	|dd d!d#}| 	|dd d!d$}d%d& |D }t
|dksJ W d    n1 sw   Y  tj||dd' tj||dd' tj||dd' d S )(N                 l   *}ai  r      i     i        r   iZli  
   r   i     i  )
datetime_cdatetime_big_cdateweekly_datemonthly_datequarterly_datehalf_yearly_dateyearly_dater<   r}   OTrecordalwaysr$   r%   r&   zstata2_114.dtazstata2_115.dtazstata2_117.dtac                 S   s   g | ]	}|j tu r|qS r!   )categoryUserWarning).0xr!   r!   r"   
<listcomp>       z,TestStata.test_read_dta2.<locals>.<listcomp>check_datetimelike_compat)r   from_recordsr   rR   NaTrU   warningscatch_warningssimplefilterr3   lenr@   rC   )r1   r+   rZ   wr-   
parsed_115
parsed_117r!   r!   r"   test_read_dta2j   sR   











"
#
	zTestStata.test_read_dta2)
stata3_113
stata3_114
stata3_115
stata3_117c                 C   sv   |ddd| d}|  |}| |dddd}|tj}|d tj|d< |d tj|d< t|| d S )Nr$   r%   r&   r^   
stata3.csvyearquarter)	r3   r   rU   rV   rf   int16int8r@   rC   rg   r!   r!   r"   test_read_dta3   s   
zTestStata.test_read_dta3)
stata4_113
stata4_114
stata4_115
stata4_117c           	      C   s  |ddd| d}|  |}tjg dg dg dg dd	d
dtjd	gd
d	dtjd
gdddtjdgdddtjdgdddtjdgdddtjdgg
g dd}|D ]2}||  }t|d |  }|dkri|}|dj	}|j
|dd}|jjd dd |||< qPt|| d S ) Nr$   r%   r&   r^   )onetenr   r   r   )twoniner   r   r   )threeeightr   r   r   )foursevenr   r   r   fivesixrH   ru   r   r   rq   r   r   rp   r   r   	   r   r   )fully_labeledfully_labeled2incompletely_labeledlabeled_with_missingsfloat_labelledr<   r   r   r   Torderedinplace)r3   r   r   rV   re   rT   asarraynotnarU   _valuesset_categories
categoriesrenamer@   rC   )	r1   r2   r+   rh   rZ   colorigr   catr!   r!   r"   test_read_dta4   s4   

zTestStata.test_read_dta4c                 C   sL   |  |dddd}tjg dg dg dgg dd	}tj||d
d d S )Nr$   r%   r&   zstata12_117.dta)r   abc	abcdefghi)r   cbaqwertywertyqwerty)]    strl)r   yzr<   Fcheck_dtype)r3   r   r   r@   rC   )r1   r+   r   rZ   r!   r!   r"   test_read_dta12   s   	zTestStata.test_read_dta12c              	   C   s
  |  |dddd}|d d|d< tjg ddd	d
tjtjtjtjgg dg dg dgg dd}|d tj|d< |jD ]}t	|| ||  qAt
|dddd$}| }dddddddd}t|| |jdkssJ W d    d S 1 s~w   Y  d S )Nr$   r%   r&   zstata14_118.dtaBytesr~   )CatBogotau   Bogotár   r   u   option b Ünicoder   DogBostonu   Uzunköprü)PlaneRomeu   Tromsør           option ar   )PotatoTokyou	   Elâzığ      @r   r   )r   r   r   r   gT?r   gUUUUUU?)ThingsCitiesUnicode_Cities_StrlIntsFloatsr   Longsr<   r   u'   Here are some strls with Ünicode charsz	long datazHere are some thingsz	byte datazint datazHere are some citiesz
float data)r   r   r   r   r   r   r   u   This is a  Ünicode data label)r3   rU   r   r   rV   re   rf   r=   r@   assert_almost_equalr   variable_labelsassert_dict_equal
data_label)r1   r+   
parsed_118rZ   r   rdrvlvl_expectedr!   r!   r"   test_read_dta18   s6   
	"zTestStata.test_read_dta18c                 C   s   t tjtjtjtjtjfgg dd}d|j_t }|j|d d | |}W d    n1 s2w   Y  |	 }|j
tj|_t|d| d S )Nr_   r<   r)   r'   )r   rV   re   r)   r*   r@   rA   rB   r3   rT   rU   rW   rC   	set_index)r1   originalrE   written_and_read_againrZ   r!   r!   r"   test_read_write_dta5   s   
zTestStata.test_read_write_dta5c                 C   s   |  |dddd}d|j_|jtj|_|d tj|d< |d tj|d< t  }|j|d d | 	|}tj
|d|d	d
 W d    d S 1 sQw   Y  d S )Nr$   r%   r&   r   r)   r   r   r'   FrN   )r   r)   r*   rU   rV   rW   r@   rA   rB   r3   rC   r   )r1   r+   r   rE   r   r!   r!   r"   test_write_dta6/  s   

"zTestStata.test_write_dta6c                 C   s   t ddddtdggg dd}t|d td|d< d	|j_|jtj|_|d
 tj|d
< t	
 #}|j|ddi|d | |}t	j|d	|dd W d    d S 1 s[w   Y  d S )Nstringobjectr   皙?
2003-12-25)r   r   integerfloatingr   r%   r=   dtyper)   r   r   tcr(   r5   FrN   )r   rV   
datetime64r   r   r)   r*   rU   rW   r@   rA   rB   r3   rC   r   )r1   r5   r   rE   r   r!   r!   r"   test_read_write_dta10?  s"   

"zTestStata.test_read_write_dta10c                 C   sR   t  }ttjddtdd}|| W d    d S 1 s"w   Y  d S )Nrt   r   ABr<   )r@   rA   r   rV   randomrandnlistrB   )r1   rE   rX   r!   r!   r"   test_stata_doc_examplesT  s   
"z!TestStata.test_stata_doc_examplesc                 C   s   t jd tt jddtdd}t j|jdddf< | }t	
 }|j|d	d
 W d    n1 s7w   Y  t	|| d S )Ni  rH   r   abcdr<   r   r   r    Fr?   )rV   r   seedr   r   r   re   locrT   r@   rA   rB   rC   )r1   rX   df_copyrE   r!   r!   r"   test_write_preserves_originalY  s   
z'TestStata.test_write_preserves_originalc           	      C   s   t |dddd}t |dddd}|jd }|jd }||ks"J t|ts)J t }|j|d|d t |}t|| W d    d S 1 sKw   Y  d S )Nr$   r%   r&   zstata1_encoding.dtar   Fr>   )r   	kreis1849rQ   strr@   rA   rB   rC   )	r1   r5   r+   rawencodedresultrZ   rE   reread_encodedr!   r!   r"   test_encodingc  s   


"zTestStata.test_encodingc              	   C   s   t dgg dd}t dgg dd}d|j_|tj}t )}tt	 |j
|d d W d    n1 s8w   Y  | |}W d    n1 sLw   Y  | }|jtj|_t|d| d S )Nr   )goodu   bäd8number%astringwithmorethan32characters______r<   )r  b_d_8number astringwithmorethan32characters_r)   r'   )r   r)   r*   rU   rV   rW   r@   rA   assert_produces_warningr
   rB   r3   rT   rC   r   )r1   r   	formattedrE   r   rZ   r!   r!   r"   test_read_write_dta11s  s&   	
zTestStata.test_read_write_dta11c              	   C   s   t dgg dd}t dgg dd}d|j_|tj}t 9}tj	dd}t
dt |j|d |d	 t|d
ks>J W d    n1 sHw   Y  | |}W d    n1 s\w   Y  | }|jtj|_t|d| d S )Nr   r   r   r   rH   ru   )!astringwithmorethan32characters_1!astringwithmorethan32characters_2+-shortdeleter<   )r   _0astringwithmorethan32character__1__short_deleter)   Tr   r   r   r   )r   r)   r*   rU   rV   rW   r@   rA   r   r   r   r
   rB   r   r3   rT   rC   r   )r1   r5   r   r  rE   r   r   rZ   r!   r!   r"   test_read_write_dta12  s*   
	zTestStata.test_read_write_dta12c           	      C   s   t dtjd}t dtjd}t dtjd}t|||d}d|j_|}|d tj	|d< t
 }|| | |}W d    n1 sFw   Y  | }|jtj|_t
|d| d S )Ni   r   i   l        )r   rW   int64r)   r"  )r   rV   r   rW   r"  r   r)   r*   rU   float64r@   rA   rB   r3   rT   rC   r   )	r1   s1s2s3r   r  rE   r   rZ   r!   r!   r"   test_read_write_dta13  s   

zTestStata.test_read_write_dta13)
stata5_113
stata5_114
stata5_115
stata5_117c           	      C   s   |ddd| d}|  |}d|j_t|| t }|j|ddi|d |  |}W d    n1 s7w   Y  | }|jt	j
|_t|d| d S )	Nr$   r%   r&   r^   r)   date_tdtdr   )r3   r)   r*   r@   rC   rA   rB   rT   rU   rV   rW   r   )	r1   r2   r-   r5   r+   rh   rE   r   rZ   r!   r!   r"   test_read_write_reread_dta14  s   

z&TestStata.test_read_write_reread_dta14)
stata6_113
stata6_114
stata6_115
stata6_117c                 C   s   |  |dddd}|d tj|d< |d tj|d< |d tj|d< |d tj|d< |d	 tj|d	< |d
 jt	j
dd|d
< |ddd| d}| |}t|| d S )Nr$   r%   r&   
stata6.csvbyte_int_long_float_double_r,  z%Y-%m-%dargsr^   )r   rU   rV   r   r   rW   rf   r#  applyr   strptimer3   r@   rC   )r1   r2   r+   rZ   rh   r!   r!   r"   test_read_write_reread_dta15  s   

z&TestStata.test_read_write_reread_dta15c              	   C   s   t dgdgd}tddddd}d	}t <}|j||||d
 t|}|jdks,J |j|ks3J W d    n1 s=w   Y  W d    d S W d    d S 1 sUw   Y  d S )Nr   variabler<     r            zThis is a data file.)
time_stampr   r5   z29 Feb 2000 14:21)r   r   r@   rA   rB   r   rE  r   )r1   r5   r   rE  r   rE   readerr!   r!   r"   test_timestamp_and_label  s   

"z"TestStata.test_timestamp_and_labelc              	   C   s   t dgdgd}d}t 2}d}tjt|d |j|||d W d    n1 s+w   Y  tj	|r8J W d    d S 1 sCw   Y  d S )Nr?  r@  r<   z01 Jan 2000, 00:00:00z"time_stamp should be datetime typematch)rE  r5   )
r   r@   rA   pytestraises
ValueErrorrB   osrE   isfile)r1   r5   r   rE  rE   msgr!   r!   r"   test_invalid_timestamp  s   
"z TestStata.test_invalid_timestampc              	   C   s   t ttdd}d|j_t '}tt	 |
| W d    n1 s)w   Y  | |}W d    n1 s=w   Y  |d}t|j}dd }t|||_| }|jtj|_t|| d S )Ng      9@)rH   rH   r)   c                 S   s   t | d S )Nr   )intr   r!   r!   r"   <lambda>  s    z5TestStata.test_numeric_column_names.<locals>.<lambda>)r   rV   reshapearanger)   r*   r@   rA   r  r
   rB   r3   r   r   r=   maprT   rU   rW   rC   )r1   r   rE   r   r=   convert_col_namerZ   r!   r!   r"   test_numeric_column_names  s   


z#TestStata.test_numeric_column_namesc                 C   s   t tdtjd}t tdtjd}tj|d d d< tj|dd d< t||d}d|j_t	
 }|j||d | |}W d    n1 sJw   Y  |d}| }|jtj|_t	|| d S )Nr   r   r   r   r$  r%  r)   r5   )r   rV   rU  rf   r#  re   r   r)   r*   r@   rA   rB   r3   r   rT   rU   rW   rC   )r1   r5   r$  r%  r   rE   r   rZ   r!   r!   r"   test_nan_to_missing_value  s   

z#TestStata.test_nan_to_missing_valuec              	   C   s   ddg}t ttdd|d}d|j_t :}|j|dd | 	|}t
jt|jjd	 |d  W d    n1 s>w   Y  W d    d S W d    d S 1 sVw   Y  d S )
Nr   r         $@)rH   r   r<   index_not_writtenFr   rH  )r   rV   rT  rU  r)   r*   r@   rA   rB   r3   rJ  rK  KeyError)r1   r=   r   rE   r   r!   r!   r"   test_no_index+  s   


"zTestStata.test_no_indexc                 C   s   t ddg}t ddgtjd}t||d}d|j_t }|| | 	|}W d    n1 s3w   Y  |
 }|jtj|_t|d| d S )Nr   zA longer stringr          @r   rY  r)   )r   rV   r#  r   r)   r*   r@   rA   rB   r3   rT   rU   rW   rC   r   )r1   r$  r%  r   rE   r   rZ   r!   r!   r"   test_string_no_dates5  s   

zTestStata.test_string_no_datesc           	   	   C   s8  t ddgtjd}t ddgtjd}t ddgtjd}t ddgtjd}t||||d}d|j_t	 '}t
t || W d    n1 sKw   Y  | |}W d    n1 s_w   Y  | }t |d	 tjd|d	< t |d
 tjd|d
< t |d tjd|d< |jtj|_t|d| d S )Nr   c   r      i  l    )s0r$  r%  r&  r)   r$  r%  r&  )r   rV   r   r   r"  r   r)   r*   r@   rA   r  r   rB   r3   rT   rW   r#  rU   rC   r   )	r1   rd  r$  r%  r&  r   rE   r   modifiedr!   r!   r"   test_large_value_conversionB  s$   
z%TestStata.test_large_value_conversionc              	   C   s   t tddddddg}d|j_t +}tt |j|dd	id
 W d    n1 s.w   Y  | 	|}W d    n1 sBw   Y  |
 }dg|_|jtj|_t|d| d S )Nrj   rk   rl   rm   rn   ro   r)   r   r   r'   _0)r   r   r)   r*   r@   rA   r  r
   rB   r3   rT   r=   rU   rV   rW   rC   r   )r1   r   rE   r   re  r!   r!   r"   test_dates_invalid_columnV  s   
z#TestStata.test_dates_invalid_columnc                 C   s   |dddd}t |}g dg dg dg}t|}g d|_|d	 tj|d	< |d
 tj|d
< |d tj|d< |d tj|d< t	|
d| d S )Nr$   r%   r&   S4_EDUC1.dta)r   r   r   )r   r   r   rj  )r   r   r   rj  )clustnumpri_schlpsch_numpsch_disrk  rl  rm  rn  r   )r   r   r=   rU   rV   r   r   rf   r@   rC   head)r1   r+   dpathrX   df0r!   r!   r"   test_105d  s   
zTestStata.test_105c                 C   sL   |dddd}t |}| i ksJ W d    d S 1 sw   Y  d S )Nr$   r%   r&   ri  )r   value_labels)r1   r+   rp  rF  r!   r!   r"   test_value_labels_old_formatr  s   
"z&TestStata.test_value_labels_old_formatc           	   
   C   s  g d}dd |D }t ddddddgt| }t|g|d	}d
|j_t ddddddt dddt dddt dddt dddt dddt dddg}t|gtjdgtjd
d|d}t	
 }|j||d | |}W d    n1 sww   Y  t	|d
| d S )N)r   r-  twr@   tqthtyc                 S   s   i | ]}||qS r!   r!   r   r    r!   r!   r"   
<dictcomp>}  s    z6TestStata.test_date_export_formats.<locals>.<dictcomp>rj   rk   ro   rm   rn   r<   r)   rl   r   rt   rq   r   r   r*   r)   r=   r'   )r   r   r   r)   r*   rR   IndexrV   rW   r@   rA   rB   r3   rC   r   )	r1   r=   conversionsr%   r   expected_valuesrZ   rE   r   r!   r!   r"   test_date_export_formats{  s.   







z"TestStata.test_date_export_formatsc                 C   s   t dgd ggdgd}t dgdggtjddgtjdddgd	}t }|| | |}W d    n1 s9w   Y  t	|
d| d S )
N1foor<   r   r   r   r)   r{  r|  )r   rR   r}  rV   rW   r@   rA   rB   r3   rC   r   )r1   r   rZ   rE   r   r!   r!   r"   test_write_missing_strings  s   


z$TestStata.test_write_missing_strings	byteorder><c              	   C   sZ  t g dtjd}t g dtjd}t g dtjd}t g dtjd}t g dtjd}t g dtjd}t g dtjd}	t|||||||	d	}
d
|
j_|
	 }|
j
tj|_tjtjtjtjtjtjtjf}t|j|D ]\}}|| 
|||< qqt }|
j|||d | |}W d    n1 sw   Y  |d
}t|| d S )N)r   r   Tr   )r   r   d   )r   r      )r   r   i  )r   r   i  )r   r   i)r   r   l    )rd  r$  r%  r&  s4s5s6r)   )r  r5   )r   rV   bool_uint8uint16uint32r   r)   r*   rT   rU   rW   r   r   r#  zipr=   r@   rA   rB   r3   r   rC   )r1   r  r5   rd  r$  r%  r&  r  r  r  r   rZ   expected_typesr    trE   r   r!   r!   r"   test_bool_uint  s:   	

zTestStata.test_bool_uintc           	      C   s   t |dddd}| }W d    n1 sw   Y  t |dddd}| }W d    n1 s5w   Y  d}d}| D ]\}}||v sLJ ||| ksTJ ||v sZJ ||v s`J qBd S )Nr$   r%   r&   zstata7_115.dtazstata7_117.dta)var1var2var3)label1label2label3)r   r   items)	r1   r+   r   sr_115sr_117keyslabelskvr!   r!   r"   test_variable_labels  s   

zTestStata.test_variable_labelsc           
   	   C   s  d}i }|D ]}t d| d| d| g|dt| < qt|}t ]}|j|dd t|9}|  t|j	|j
|jD ]#\}}}	t|dd  t|dd	 ksUJ t|dd  |	ksaJ q>W d    n1 slw   Y  W d    d S W d    d S 1 sw   Y  d S )
N)r   r     r   r   r    sFr   r   )r   r  r   r@   rA   rB   r   _ensure_openr  _varlist_fmtlist_typlistrQ  )
r1   str_lensr  str_lenr   rE   srr@  fmttypr!   r!   r"   test_minimal_size_col  s&   

$"zTestStata.test_minimal_size_colc              	   C   s   d}i }|D ]}t d| d| d| g|dt| < qt|}d}tjt|d* t }|| W d    n1 s>w   Y  W d    d S W d    d S 1 sVw   Y  d S )N)r   r    r   r   r    r  zFixed width strings in Stata \.dta files are limited to 244 \(or fewer\)\ncharacters\.  Column 's500' does not satisfy this restriction\. Use the\n'version=117' parameter to write the newer \(Stata 13 and later\) format\.rH  )	r   r  r   rJ  rK  rL  r@   rA   rB   )r1   r  r  r  r   rO  rE   r!   r!   r"   test_excessively_long_string  s    
"z&TestStata.test_excessively_long_stringc              	   C   sh  d}t dggdgd}t $}|| t|}|j}W d    n1 s'w   Y  W d    n1 s6w   Y  dd tdD }|dd	 |D ]!}|| d
 }tddD ]}	t|d
 |	 }
|
j	||	 kslJ qYqLtt
ddd }
|
j	d	ksJ tt
ddd }
|
j	dksJ tt
ddd }
|
j	d	ksJ tt
ddd }
|
j	dksJ d S )N)r   hlr   r7  r<   c                 S   s   g | ]
}d t d|  qS ).a   )chrr   ir!   r!   r"   r     s    z:TestStata.test_missing_value_generator.<locals>.<listcomp>   r   r  r      z<fs      s     z.zz<ds         s        )r   r@   rA   rB   r   VALID_RANGErP   insertr   r   structunpack)r1   typesrX   rE   r   valid_ranger  r  offsetr  valr!   r!   r"   test_missing_value_generator  s:   


z&TestStata.test_missing_value_generator)
stata8_113
stata8_115
stata8_117c           	         s   g d}t d}t|j g }tdD ]  fddtdD }|| qt||d}t|dd	d
| ddd}t	|| d S )N)int8_int16_int32_float32_float64_e   r  c                    s    g | ]}t  |d    qS )r  )r   )r   jr  r  r!   r"   r      s     z;TestStata.test_missing_value_conversion.<locals>.<listcomp>rH   r<   r$   r%   r&   r^   Tconvert_missing)
r   sortedMISSING_VALUESr  rP   appendr   r   r@   rC   )	r1   r2   r+   r=   smvr%   rowrZ   rh   r!   r  r"   test_missing_value_conversion  s   z'TestStata.test_missing_value_conversionc                 C   s  g d}g d}g d}g d}g d}g d}g }t ||||||D ]>\}	}
}}}}g }tdD ]*}|dkrD|t|	|
|||| q1|dkrR|t|	d	d	 q1|t|	|
| q1|| q#|tjgd  g d
}tddd|d d< tddd	|d d< tddd	|d d< tddd	|d d< tddd|d d< tddd	 |d d< |d d< tdd	d	 |d d< |d d< tddd	 |d d<  |d d< |d d< tdd	d	 |d d< |d d< t||td}t|dddd}t|dddd}t	j
||dd t	j
||dd dd  |D }t	 }d!|j_|j||d" | |}W d    n	1 s7w   Y  t	j
|d!||jtjdd d S )#N)i  rA  '  r      )r   r   rr   r   r   r   )r   r   rs   r      rm   )r   r   rm   r   r   r   )r   r   ;   r   r   r   rq   r   ru   r   )date_tcr,  date_twdate_tmdate_tqdate_thdate_tyr  rr      r   r   rt   r   rH   r     r  i  )r=   r   r$   r%   r&   zstata9_115.dtazstata9_117.dtaTr   c                 S   s   i | ]	}||d d qS )rj  Nr!   ry  r!   r!   r"   rz  W  r   z,TestStata.test_big_dates.<locals>.<dictcomp>r)   r'   )r  rP   r  r   rR   r   r   r   r   r@   rC   rA   r)   r*   rB   r3   r   rU   rV   rW   )r1   r+   yrmoddhrmmssrZ   r   monthdayhourminutesecondr  r  r=   r   r   date_conversionrE   r   r!   r!   r"   test_big_dates)  sV   "  , 

zTestStata.test_big_datesc                 C   s  |  |dddd}|d tj|d< |d tj|d< |d tj|d< |d tj|d< |d	 tj|d	< |d
 jt	j
dd|d
< t|dddddd}t|| t|ddddddd}|  |dddd}|d
 jt	j
dd|d
< t|| d S )Nr$   r%   r&   r3  r4  r5  r6  r7  r8  r,  r9  r:  stata6_117.dtaTr'   F)r(   preserve_dtypes)r   rU   rV   r   r   rW   rf   r#  r<  r   r=  r   r@   rC   )r1   r+   rZ   no_conversion
conversionr!   r!   r"   test_dtype_conversiond  s.   

zTestStata.test_dtype_conversionc                 C   s  |  |dddd}|d tj|d< |d tj|d< |d tj|d< |d tj|d< |d	 tj|d	< |d
 jt	j
dd|d
< g d}|| }t|ddddd|d}t|| g d}|| }t|ddddd|d}t|| d}tjt|d ddg}t|ddddd|d W d    n1 sw   Y  d}tjt|d g d}t|ddddd|d W d    d S 1 sw   Y  d S )Nr$   r%   r&   r3  r4  r5  r6  r7  r8  r,  r9  r:  )r4  r5  r6  r  T)r(   r=   )r5  r6  r4  z"columns contains duplicate entriesrH  zEThe following columns were not found in the Stata data set: not_found)r4  r5  r6  	not_found)r   rU   rV   r   r   rW   rf   r#  r<  r   r=  r   r@   rC   rJ  rK  rL  )r1   r+   rZ   r=   dropped	reorderedrO  r!   r!   r"   test_drop_column  sV   
"zTestStata.test_drop_columnz;ignore:\nStata value:pandas.io.stata.ValueLabelTypeMismatchc           	         s  t jg dg dg dg ddddtjddgdddtjddgd	d
dtjd	dgdddtjddgdddtjddgdddtjddgg
g dd   }tj fdd D dd |jd	tj
|_|d t|d< |d t|d< |D ])}||  }|	dj}| }|dkr|j|dd }|jjd dd! |||< qvt } j||d" | |}W d    n1 sw   Y  |d}t|| d S )#N)r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   r   r   r   )r   r   r   r   r   r   r   r   rH   ru   r   r   rq   r   r   rp   r   r   r   r   r   rt   )r   r   r   r   r   	unlabeledr<   c                       g | ]	} |  d qS r   rU   r   r   r   r!   r"   r     r   z6TestStata.test_categorical_writing.<locals>.<listcomp>r   axisr)   r   r  r   Tr   r   rZ  )r   r   rV   re   rT   rR   concatr)   	set_namesrU   rW   r<  r  r   
as_orderedr   r   r   r@   rA   rB   r3   r   rC   )	r1   r5   rZ   r   r   r   rE   r   resr!   r  r"   test_categorical_writing  sF   


z"TestStata.test_categorical_writingc              	      s*  t jdd gdd gdd gdd ggdgd tj fdd	 D d
d t &}d}tjt|d  	| W d    n1 sDw   Y  W d    n1 sSw   Y  t jdgdgdgdgd
ggdgd tj fdd	 D d
d t
t  	| W d    d S 1 sw   Y  d S )Nr   i'  r   r    dToo_longr<   c                    r  r  r  r  r  r!   r"   r     r   zBTestStata.test_categorical_warnings_and_errors.<locals>.<listcomp>r   r  zbStata value labels for a single variable must have a combined length less than 32,000 characters\.rH  c                    r  r  r  r  r  r!   r"   r     r   )r   r   rR   r  r@   rA   rJ  rK  rL  rB   r  r   )r1   rE   rO  r!   r  r"   $test_categorical_warnings_and_errors  s0   "
"z.TestStata.test_categorical_warnings_and_errorsc           
         s   dd t dD }|tjg tj|dgd tj fdd D dd d	 j_	t
 } j||d
 | |}W d    n1 sEw   Y  |d	}  }|D ]}|| j}| j}	|j|	dd}|||< qU|jtj|_t
|| d S )Nc                 S   s   g | ]	}d t | gqS )r   )r  r  r!   r!   r"   r     r   zHTestStata.test_categorical_with_stata_missing_values.<locals>.<listcomp>x   many_labelsr<   c                    r  r  r  r  r  r!   r"   r     r   r   r  r)   rZ  Tr   )rP   r  rV   re   r   r   rR   r  r)   r*   r@   rA   rB   r3   r   rT   r   remove_unused_categoriesr   r   rU   rW   rC   )
r1   r5   valuesrE   r   r  rZ   r   r   new_catsr!   r  r"   *test_categorical_with_stata_missing_values	  s(   




z4TestStata.test_categorical_with_stata_missing_valuesstata10_115stata10_117c           
      C   s~  ddg dt dfddg dt dd d d fddg dt g dfdd	g dt d
dfddg dt g dfddg dt dfddg dt dfg}g }|D ]#\}}}}|rm||tjj||ddf qV||t|t jdf qVt	
t|}|ddd| d}t|}	t||	 |D ]%}t|| jrt|| jj|	| jj t|| jj|	| jj qd S )NTr   )r   r   r    r  erH   reverser  noorder)r   r   r   r   r   r   r   float_missing)r   r  r  )r   r   r   r  r  Fnolabel)r   r`  r   r   g      @int32_mixed)r  r   r  r   r   r   r   r$   r%   r&   r^   )rV   rU  arrayr  rR   Categorical
from_codesr   rf   r   	from_dictdictr   r@   rC   r   r   assert_series_equalr   codesassert_index_equalr   )
r1   r2   r+   rZ   colsis_catr   r  r  rh   r!   r!   r"   test_categorical_order!  s6   	z TestStata.test_categorical_orderstata11_115stata11_117c                 C   sx   t |ddd| d}|jddd}tt||_g d}g d	}tjj||d
d}t|dd}t	
||d  d S )Nr$   r%   r&   r^   srhfirst)na_position)
r  r  r   r   r   r   r   r   r   r   )PoorFairGoodz	Very good	ExcellentT)r  r   r   r*   )r   sort_valuesrR   rS   r   r)   r  r  r   r@   r  )r1   r2   r+   rh   r  r   r   rZ   r!   r!   r"   test_categorical_sortingE  s   z"TestStata.test_categorical_sortingc                 C   sf   |ddd| d}t |}t |dd}|D ]}t|| js q|| jjs(J || jjr0J qd S )Nr$   r%   r&   r^   F)order_categoricals)r   r   r   r   r   )r1   r2   r+   rh   parsed_unorderedr   r!   r!   r"   test_categorical_orderingV  s   z#TestStata.test_categorical_ordering)r]   
stata2_117r   r   r+  r2  
stata7_117r  
stata9_117r  r#  	chunksizer   r   convert_categoricalsFTr(   c                 C   sX  |ddd| d}t jdd t d t|||d}W d    n1 s'w   Y  t|d||d	n}d
}	tdD ]V}
t jdd% t d z||}W n ty`   Y W d     n:w W d    n1 skw   Y  |j|	|	| d d f  }| 	|}t
j||ddd |	|7 }	q;W d    d S W d    d S 1 sw   Y  d S )Nr$   r%   r&   r^   Tr   r   r5  r(   )iteratorr5  r(   r   rH   Fr   r   r   r   r   r   rP   readStopIterationilocrT   _convert_categoricalr@   rC   r1   r2   r4  r5  r(   r+   fnamerh   itrposr  chunk
from_framer!   r!   r"   test_read_chunks_117b  sL   



"zTestStata.test_read_chunks_117rC  returnc                 C   sX   | D ]'}| | }t |jr)|j }|jjtkr%tj|jj}|	|}|| |< q| S )zX
        Emulate the categorical casting behavior we expect from roundtripping.
        )
r   r   r   r  r   r   rR   r}  _with_inferr   )rC  r   serr   r   r!   r!   r"   r=    s   


zTestStata._convert_categoricalc                 C   s  |dddd}t |}t |dd}|d}t|jddd d f | W d    n1 s0w   Y  t |dd	}t|}t|jddd d f |d  W d    n1 s[w   Y  t |dd}|d}t|jddd d f | W d    n1 sw   Y  t |dd	}| }t|jddd d f | W d    n1 sw   Y  t |d
d	}t|}W d    n1 sw   Y  t|| d S )Nr$   r%   r&   stata3_117.dtaTr7  rH   r   r4  r   )	r   r:  r@   rC   r<  r   	get_chunkrR   r  )r1   r+   r?  rh   r@  rB  from_chunksr!   r!   r"   test_iterator  s,   
 $
  zTestStata.test_iterator)

stata2_115r   r   r*  r1  
stata7_115r  
stata9_115r  r"  c                 C   sX  |ddd| d}t jdd t d t|||d}W d    n1 s'w   Y  t|d||d	n}d
}	tdD ]V}
t jdd% t d z||}W n ty`   Y W d     n:w W d    n1 skw   Y  |j|	|	| d d f  }| 	|}t
j||ddd |	|7 }	q;W d    d S W d    d S 1 sw   Y  d S )Nr$   r%   r&   r^   Tr   r   r6  )r7  r(   r5  r   rH   Fr8  r9  r>  r!   r!   r"   test_read_chunks_115  sL   
	


"zTestStata.test_read_chunks_115c                 C   s   |dddd}g d}d}t ||d}t |dd	@}d
}tdD ](}|j||d}	|	d u r/ n"|j||| d d f }
tj|
|	dd ||7 }q W d    d S W d    d S 1 s\w   Y  d S )Nr$   r%   r&   rH  )r   cpim1r   r<   TrI  r   rH   Fr   )r   rP   r:  r<  r@   rC   )r1   r+   r?  r=   r4  rh   r@  rA  r  rB  rC  r!   r!   r"   test_read_chunks_columns  s"   
"z"TestStata.test_read_chunks_columnsc              	   C   s  d|j _dddd}t 5}|j|||d t|}| }W d    n1 s*w   Y  ddddd}||ks<J W d    n1 sFw   Y  d	|d< t /}|j|||d t|}| }W d    n1 sow   Y  ||kszJ W d    d S 1 sw   Y  d S )
Nr)   	City RankCity ExponentCityr   r   r5   r   )r)   r   r   r    z	The Index)r)   r*   r@   rA   rB   r   r   )r1   r5   r#   r   rE   r  read_labelsexpected_labelsr!   r!   r"   test_write_variable_labels  s,   





"z$TestStata.test_write_variable_labelsc              	   C   s   d|j _dddd}t 2}d}tjt|d |j|||d W d    n1 s+w   Y  W d    d S W d    d S 1 sCw   Y  d S )	Nr)   Zvery longvery longvery longvery longvery longvery longvery longvery longvery longvery longrV  rW  r   .Variable labels must be 80 characters or fewerrH  rX  r)   r*   r@   rA   rJ  rK  rL  rB   )r1   r5   r#   r   rE   rO  r!   r!   r"   test_invalid_variable_labels  s   
"z&TestStata.test_invalid_variable_labelsr7   r8   c              	   C   s   d|j _dddd}d|d< t 0}tjtdd	 |j|||d
 W d    n1 s-w   Y  W d    d S W d    d S 1 sEw   Y  d S )Nr)   r\  rV  rW  r   u   invalid character Œr   z,Variable labels must contain only charactersrH  rX  r^  )r1   r5   r#   r   rE   r!   r!   r"   $test_invalid_variable_label_encoding(  s   
"z.TestStata.test_invalid_variable_label_encodingc              	   C   s  g d}ddd |d}d}tjt|d# t }|j||d W d    n1 s-w   Y  W d    n1 s<w   Y  ddd	d}d
}tjt|d, t }|j||d W d    n1 sgw   Y  W d    d S W d    d S 1 sw   Y  d S )N)u   Ρ   Αu   Νu   Δra  u   ΣrU  rV  r   r   zKVariable labels must contain only characters that can be encoded in Latin-1rH  )r   zqA very, very, very long variable label that is too long for Stata which means that it has more than 80 charactersr]  )joinrJ  rK  rL  r@   rA   rB   )r1   r#   r  variable_labels_utf8rO  rE   variable_labels_longr!   r!   r"    test_write_variable_label_errors5  s2   

"z*TestStata.test_write_variable_label_errorsc                 C   s  t dddddddt dddddddt dd	d
d	d
d	dg}tg dg d|d}t P}|j|dd t|dd}t|| |j|dddid t|dd}t|| |j	 
d}|j|d|did t|dd}t|| W d    d S 1 sw   Y  d S )N  rr   rs   .    rD  R    rq   r     r   r`  r   applebananacherrynumsstrsdatesFr   Tr'   rt  r   )r?   r(   )dtr   r   r@   rA   rB   r   rC   r=   tolistr)   )r1   rt  r   rE   rereaddirect	dates_idxr!   r!   r"   test_default_date_conversionS  s,   
"z&TestStata.test_default_date_conversionc              	   C   s   t dddgi}d}tjt|d* t }|| W d    n1 s&w   Y  W d    d S W d    d S 1 s>w   Y  d S )Nr   y      ?       @y       @      @z"Data type complex128 not supportedrH  )r   rJ  rK  NotImplementedErrorr@   rA   rB   )r1   r   rO  rE   r!   r!   r"   test_unsupported_typep  s   
"zTestStata.test_unsupported_typec                 C   sb  t dddddddt dddddddt dd	d
d	d
d	dg}tg dg d|d}d}tjt|d% t }|j|ddid W d    n1 sNw   Y  W d    n1 s]w   Y  t	j
dddd}tg dg d|d}tjtdd* t }|| W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )Nrf  rr   rs   rg  rh  rD  ri  rj  rq   r   rk  rl  rm  rq  zFormat %tC not implementedrH  rt  tCr'   z1-1-1990r   zAsia/Hong_Kong)periodstzzData type datetime64)ru  r   r   rJ  rK  r{  r@   rA   rB   rR   
date_range)r1   rt  r   rO  rE   r!   r!   r"   test_unsupported_datetypex  s>   

"z#TestStata.test_unsupported_datetypec                 C   sN   d}t jt|d t|dddddd W d    d S 1 s w   Y  d S )	Na*  
Value labels for column ethnicsn are not unique. These cannot be converted to
pandas categoricals.

Either read the file with `convert_categoricals` set to False or use the
low level interface in `StataReader` to separately read the values and the
value_labels.

The repeated labels are:
-+
wolof
rH  r$   r%   r&   zstata15.dtaTr5  )rJ  rK  rL  r   )r1   r+   rO  r!   r!   r"   test_repeated_column_labels  s   
"z%TestStata.test_repeated_column_labelsc                 C   s   t |dddd}tdddddddtjddg
ddddtjd	dd
ddg
dtjd
dd	d	ddddg
g dd}|g d }t|| d S )Nr$   r%   r&   zstata7_111.dtar   r   r   r   r   rH   ru   )
r   r   r    r  r  r   gr  r  r  )r   r   r   r   )r   r   rV   NaNr@   rC   )r1   r+   rX   r   r!   r!   r"   test_stata_111  s   zTestStata.test_stata_111c              	   C   s   t dttjjdgdttjjttjjgd}d}tjt|d* t	
 }|| W d    n1 s:w   Y  W d    d S W d    d S 1 sRw   Y  d S )Nr   g      ColumnOkColumnTooBigzZColumn ColumnTooBig has a maximum value \(.+\) outside the range supported by Stata \(.+\)rH  )r   rV   finfodoubleepsmaxrJ  rK  rL  r@   rA   rB   )r1   rX   rO  rE   r!   r!   r"   test_out_of_range_double  s   
"z"TestStata.test_out_of_range_doublec                 C   s   t dttjjttjjd gdttjjttjjgd}d|j_|D ]}|| tj||< q)t	
 }|| t|}W d    n1 sNw   Y  |d tj|d< | }|jtj|_t	|d| d S )Nr   r\  r  r)   r  )r   rV   r  rf   r  r  r)   r*   rU   r@   rA   rB   r   r#  rT   rW   rC   r   )r1   r   r   rE   rw  rZ   r!   r!   r"   test_out_of_range_float  s,   


z!TestStata.test_out_of_range_floatinfvalc              	   C   s   t ddgd|gd}d}tjt|d* t }|| W d    n1 s)w   Y  W d    d S W d    d S 1 sAw   Y  d S )Nr   r   r`  )
WithoutInfWithInfz[Column WithInf contains infinity or -infinitywhich is outside the range supported by Stata.rH  )r   rJ  rK  rL  r@   rA   rB   )r1   r  rX   rO  rE   r!   r!   r"   test_inf  s   
"zTestStata.test_infc                 C   6   t  }d|j_dd }t |j|}t || d S )Nr)   c                 S      t | dS Nr)   r   r   rR  r!   r!   r"   rS        z-TestStata.test_path_pathlib.<locals>.<lambda>)r@   makeDataFramer)   r*   round_trip_pathlibrB   rC   r1   rX   rF  r	  r!   r!   r"   test_path_pathlib  
   zTestStata.test_path_pathlibc                 C   r  )Nr)   c                 S   r  r  r  rR  r!   r!   r"   rS    r  z6TestStata.test_pickle_path_localpath.<locals>.<lambda>)r@   r  r)   r*   round_trip_localpathrB   rC   r  r!   r!   r"   test_pickle_path_localpath  r  z$TestStata.test_pickle_path_localpathr?   c              	   C   s   dg di}t |d}|d d|d< t )}|j||d t|dd}| }W d    n1 s5w   Y  W d    n1 sDw   Y  |dddd	d
diksVJ d S )NA)BECr  r  )r%   r   r   TrI  r  r  r  )r   r   r   r   )r   rU   r@   rA   rB   r   rs  )r1   r?   r  rX   rE   dta_iterrs  r!   r!   r"   test_value_labels_iterator  s   


z$TestStata.test_value_labels_iteratorc                 C   s^   t  }d|j_t  }|| t|dd}W d    n1 s"w   Y  t || d S )Nr)   	index_col)r@   r  r)   r*   rA   rB   r   rC   )r1   rX   rE   rw  r!   r!   r"   test_set_index  s   

zTestStata.test_set_indexcolumn)msr  weekr  qtrhalfr  c                 C   sB   t |dddd}|jd|f }|jd|d f }||ksJ d S )Nr$   r%   r&   zstata13_dates.dtar   _fmt)r   r  )r1   r  r+   rX   unformattedr  r!   r!   r"   (test_date_parsing_ignores_format_details  s   z2TestStata.test_date_parsing_ignores_format_detailsc                 C   sP  t dddddddtddddd dgd	d
dddddtdddddggg dd}t|d td|d< t|d tjd|d< t|d tjd|d< |d tj|d< t|d tj	d|d< d|j
_|j
tj|_
| }t +}|j|ddidgdd | |}tj|d|dd t|| W d    d S 1 sw   Y  d S )Nr   r   r   r   r   r     aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaai  zstring-1zobject-1z
2003-12-26r     bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbr   )r   r   r   r   rW   rf   r#  r   r$  s2045srtlforced_strlr   r   r   r   rW   rf   r)   r   r   r  r8   )r(   convert_strlr5   FrN   )r   rV   r   r   r   r   r   rU   rW   rf   r)   r*   rT   r@   rA   rB   r3   rC   r   )r1   r   rT   rE   r   r!   r!   r"   test_writer_117)  sj   .

"zTestStata.test_writer_117c              	   C   s   t g dg dgg dd}d|j_ttE t (}|j|ddgdd	 | |}|	d}|j
|_
tj||d
d W d    n1 sGw   Y  W d    d S W d    d S 1 s_w   Y  d S )N)  aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaar  rn  )  bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbr  ro  )2long1long1long1long1long1long1long1long1long1long1longr   r<   r)   r  r   r8   )r  r5   FrN   )r   r)   r*   r@   r  r
   rA   rB   r3   r   r=   rC   )r1   r   rE   rw  r!   r!   r"   test_convert_strl_name_swapp  s    


"z%TestStata.test_convert_strl_name_swapc                 C   s   t dddddddt dddddddt dd	d
d	d
d	dg}tg dg d|d}t 3}d}tjt|d |j|ddid W d    n1 sNw   Y  W d    d S W d    d S 1 sfw   Y  d S )Nrf  rr   rs   rg  rh  rD  ri  rj  rq   r   rk  rl  rm  rq  z0convert_dates key must be a column or an integerrH  
wrong_namer   r'   )	ru  r   r   r@   rA   rJ  rK  rL  rB   )r1   rt  r   rE   rO  r!   r!   r"   test_invalid_date_conversion  s$   
"z&TestStata.test_invalid_date_conversionc              	   C   s   t  }t }d|j_t 6}|j||d |d t	|d}|
|  W d    n1 s4w   Y  t|dd}W d    n1 sIw   Y  t|| d S )Nr)   rZ  r   wbr  )r$   BytesIOr@   r  r)   r*   rA   rB   seekopenwriter:  r   rC   )r1   r5   biorX   rE   dtarw  r!   r!   r"   test_nonfile_writing  s   

zTestStata.test_nonfile_writingc              	   C   s   t  }d|j_t  A}t|d}|j|dd W d    n1 s%w   Y  t|d}t|dd}W d    n1 sAw   Y  W d    n1 sPw   Y  t 	|| d S )Nr)   r  r7   rZ  rbr  )
r@   r  r)   r*   rA   gzipGzipFilerB   r   rC   )r1   rX   rE   gzrw  r!   r!   r"   test_gzip_writing  s   
zTestStata.test_gzip_writingc                 C   sf   |  |dddd}g d}g dg dg dg d	g d
g dg dg}t||d}t|| d S )Nr$   r%   r&   zstata16_118.dta)utf8latin1ascii	utf8_strl
ascii_strl)   ραηδαςu   PÄNDÄSpr  r  )   ƤĀńĐąŜ   Ör   r  r   )   ᴘᴀᴎᴅᴀS   Ünr  r  )      r  r  r  r  ) r   r   r  r   )r   r   r  r   r  )r   r   r  r   r  r<   )r3   r   r@   rC   )r1   r+   
unicode_dfr=   r  rZ   r!   r!   r"   test_unicode_dta_118  s   	zTestStata.test_unicode_dta_118c                 C   s   dddd ddg}t |}|jd|_t =}|j|ddd t|}|d	}t|| d |d
< |j|dd
gdd t|}|d	}t|| W d    d S 1 sYw   Y  d S )N  stringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringstringr   )mixednumberr   rW   Fr8   r>   r   r  )r?   r  r5   )	r   r  rU   r@   rA   rB   r   fillnarC   )r1   outputrE   rw  rZ   r!   r!   r"   test_mixed_string_strl  s    



"z TestStata.test_mixed_string_strlc              	   C   s   dddd ddg}t |}d |d< t /}tjtdd |j||d W d    n1 s0w   Y  W d    d S W d    d S 1 sHw   Y  d S )Nnoner   )r  r  r   z Column `none` cannot be exportedrH  rZ  )r   r@   rA   rJ  rK  rL  rB   )r1   r5   r  rE   r!   r!   r"   test_all_none_exception  s   
"z!TestStata.test_all_none_exceptionc              	   C   s   d}t |gdgd}t 6}d}d}tjt| d| d || W d    n1 s/w   Y  W d    d S W d    d S 1 sGw   Y  d S )Nu9   Here is one __�__ Another one __·__ Another one __½__invalidr<   z\'latin-1' codec can't encode character '\\ufffd' in position 14: ordinal not in range\(256\)zP'ascii' codec can't decode byte 0xef in position 14: ordinal not in range\(128\)|rH  )r   r@   rA   rJ  rK  UnicodeEncodeErrorrB   )r1   r5   contentrX   rE   msg1msg2r!   r!   r"   test_invalid_file_not_written  s   
	"z'TestStata.test_invalid_file_not_writtenc           
   	   C   s,  t dgd dgd gddgd}t x}|j|ddgd t|d	Q}| }d}|d
|v s3J |d|v s<J |dd dd }|ddd  D ]}|dd }||dd  }	t	||	d kslJ qPW d    n1 sww   Y  W d    d S W d    d S 1 sw   Y  d S )Npandasr   u   þâÑÐÅ§var_strvar_strlr<   r8   )r5   r  r  zlatin-1zutf-8s   strlsr   rj  s   GSO       )
r   r@   rA   rB   r  r:  encodesplitfindr   )
r1   r  rE   rw  r  rZ   gsosgsor  sizer!   r!   r"   test_strl_latin1  s(   
"zTestStata.test_strl_latin1c                 C   s   d}|dddd}t t }t|}t|dksJ |d jjd |ks'J W d    n1 s1w   Y  tdggd d	gd
}t || d S )Na  
One or more strings in the dta file could not be decoded using utf-8, and
so the fallback encoding of latin-1 is being used.  This can happen when a file
has been incorrectly encoded by Stata or some other software. You should verify
the string values returned are correct.r$   r%   r&   zstata1_encoding_118.dta   r   u   Düsseldorfr  r<   )	r@   r  UnicodeWarningr   r   messager;  r   rC   )r1   r+   rO  rE   r   r  rZ   r!   r!   r"   test_encoding_latin1_118  s   z"TestStata.test_encoding_latin1_118c              
   C   s   t |ddddd}t|}W d    n1 sw   Y  |jdks&J |jd dks/J |jd	 d
ks8J |jd dksAJ |jd ttddddddksTJ d S )Nr$   r%   r&   zstata1_119.dta.gzr  )r   i  )r   ru     AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA)r   rq   gQ	@)r   r  r   )r   r   rh  rr   rD  )r  r  r   shaper<  rR   	Timestampr   )r1   r+   r  rX   r!   r!   r"   test_stata_119  s   
*zTestStata.test_stata_119)r9   r:   Nc                 C   sv  t jg ddd}tg dg dg dgg dd}||d	< d
ddddd}d}dddddi}|d tj|d< t s}t|||dg|d||d}|	  t
|}	|d d|d< |d |d dj |d< t||	 t|}
|
j|ksJ |
 |ksJ W d    n1 sw   Y  |j||dd t
|}t|| W d    d S 1 sw   Y  d S )N)r      β   ĉTr   )r   r   u   ᴬu   ᴀ relatively long ŝtring)r`  r   u   ᴮr   )r   r   u   ᴰN)   År  r   strlsr<   	   ᴐᴬᵀrn  u	   ᵈᵉᵊu   ᴎტჄႲႳႴႶႺzLong Stringsr   )r  r  r   r  r  u   ᴅaᵀa-labelr  labelu   æøåu   ŋot valid latin-1r   r   r   r  F)r   r  r   r?   r5   rs  r   )r5   r?   )rR   r  r   rU   rV   rW   r@   rA   r   
write_filer   r  replacer   r  rC   r   r   r   rB   )r1   r5   r   r%   r   r   rs  rE   writerr
  rF  reread_to_statar!   r!   r"   test_utf8_writer  sV   


"zTestStata.test_utf8_writerc              	   C   s   t tjdtjd}t &}tjtdd t	||dd W d    n1 s(w   Y  W d    n1 s7w   Y  t /}tjtdd t	||dd W d    n1 sZw   Y  W d    d S W d    d S 1 srw   Y  d S )	N)r   i  r   z"version must be either 118 or 119.rH  r8   rZ  zYou must use version 119r9   )
r   rV   zerosr   r@   rA   rJ  rK  rL  r   )r1   rX   rE   r!   r!   r"   test_writer_118_exceptionsP  s   

"z$TestStata.test_writer_118_exceptionsN)`__name__
__module____qualname__r3   r   rJ  markparametrizerG   r[   ri   r   r   r   r   r   r   r   r   r   r  r  r  r!  r'  r.  r>  rG  rP  rX  r[  r_  ra  rf  rh  rr  rt  r  r  r  r  r  r  r  r  r  r  r  filterwarningsr  r  r  r!  r-  r0  rD  staticmethodr   r=  rM  rQ  rT  r[  r_  r`  re  rz  r|  r  r  r  r  r  rV   infr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  slowr  r
  r  r!   r!   r!   r"   r.   :   s$   


C

,(



'


	

	"
;14

#

!$





	
G




1r.   r5   )i   l   o   q   r7   c                 C   sT   |ddd}t j|d}t j|d|  d}t|}t|}tj||dd d S )	Nr$   r%   r&   stata-compat-118.dtazstata-compat-r^   Fr   )rM  rE   rb  r   r@   rC   )r5   r+   	data_baserefoldrZ   old_dtar!   r!   r"   test_backward_compatZ  s   r  c              
   C   sv  | dddd}t |}| jrJ t|jtjrJ W d    n1 s&w   Y  t|d*}t |}| jr=J |j|u sDJ W d    n1 sNw   Y  W d    n1 s]w   Y  t|dJ}t| *}t |}| jr|J |j|u sJ W d    n1 sw   Y  W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )Nr$   r%   r&   r  r  )r   r:  emptyrQ   _path_or_bufr$   r  r  )r+   monkeypatch	file_pathrF  fpr  r!   r!   r"   test_direct_readd  s.   


"r%  c                 C   s   | dddd}t jtdd t|}|  W d    n1 s!w   Y  t jtdd |  W d    d S 1 s=w   Y  d S )Nr$   r%   r&   r  zwithout using a context managerrH  zis not part of the public API)r@   r  ResourceWarningr   r:  FutureWarningclose)r+   r#  r  r!   r!   r"   0test_statareader_warns_when_used_without_context{  s   

"r)  r6   use_dictTFinferc              	   C   s  d}| r|r	| }nt |  }|d| 7 }| }|rd}|r d| i}ttjddtdd}d	|j_t	|}|j
|||d
 | dkrat|d}	t|	 }
W d    n1 s[w   Y  n| dkrt|d}	t|	|	jd }
W d    n1 sw   Y  n| dkrt|}t|| d  }
W d    n1 sw   Y  ny| dkrt|d}	t|	 }
W d    n1 sw   Y  nW| dkrtd}||d}	t|	 }
W d    n1 sw   Y  n0| dkr!td}||d}	t|	 }
W d    n	1 sw   Y  n| d u r(|}
t|
d	d}W d    n	1 s9w   Y  | }|jtj|_t|| d S )Nzdta_inferred_compression.dtar  r+  methodrt   r   r   r<   r)   )r5   compressionr  r  r  rr   tarbz2zstd	zstandardxzlzmar  )r   r   rV   r   r   r   r)   r*   r@   rA   rB   r  r  r$   r  r:  zipfileZipFilefilelisttarfileextractfilegetnamesr0  rJ  importorskipr   rT   rU   rW   rC   )r-  r5   r*  r+  	file_namefile_extcompression_argrX   rE   compr$  r/  r1  r4  rw  rZ   r!   r!   r"   test_compression  sl   



r@  r,  r  r=  )Nr  r  c              	   C   s$  d| }d}t tjddtdd}d|j_t|Y}| |d}|j	||d	 | d
ks2|d
krgt
|d&}t|jdksBJ |jd j|ksLJ t||jd }W d    n1 saw   Y  n|}t|dd}	W d    n1 syw   Y  | }
|
jtj|
_t|	|
 d S )Ntest.ztest.dtart   r   r   r<   r)   )r,  archive_namer-  r  r.  r   r   r  )r   rV   r   r   r   r)   r*   r@   rA   rB   r5  r6  r   r7  filenamer$   r  r:  r   rT   rU   rW   rC   )r,  r=  r<  rB  rX   rE   r-  zpr$  rw  rZ   r!   r!   r"   test_compression_dict  s(   

rF  c                 C   s   t dtg dddi}d|j_| }|jtj|_t	 V}|j
|| d t|ddd	/}t|D ]"\}}|d}d|v sCJ t|j|jjd| d|d
    q4W d    n1 saw   Y  W d    d S W d    d S 1 syw   Y  d S )Ncats)r   r   r   r   r    r   r   r)   rZ  r   F)r4  r.  r   )r   r   r)   r*   rT   rU   rV   rW   r@   rA   rB   r   	enumerater   r  rG  r<  )r5   rX   rZ   rE   rF  r  blockr!   r!   r"   test_chunked_categorical  s$   

"rJ  c           	   	   C   sT  | dddd}g d}t |ddV}ttA t|D ]4\}}t|j|d| d|d   ks3J |dk r?td	d
g}ntjdgdd}t	|jj
j| qW d    n1 s[w   Y  W d    n1 sjw   Y  tt" t |dd}| }W d    n1 sw   Y  W d    n1 sw   Y  t|}t|| d S )Nr$   r%   r&   stata-dta-partially-labeled.dta)r   r   r   r   r   r   rJ  r   r   r   r   r#  r   rH   )r   r@   r  r	   rH  r   rG  rR   r}  r  r   r   __next__r   rC   )	r+   dta_filer  rF  r  rI  idxlarge_chunkrx  r!   r!   r"    test_chunked_categorical_partial  s,   &	
rP  r4  )r  r   rn  c              	   C   s~   | dddd}t jtdd' t||d W d    n1 s w   Y  W d    d S W d    d S 1 s8w   Y  d S )Nr$   r%   r&   rK  zchunksize must be a positiverH  rJ  )rJ  rK  rL  r   )r+   r4  rM  r!   r!   r"   test_iterator_errors  s   "rQ  c               
      s  ddgdgd   t  fddtdD } t b}| j|dd	 tjg d
dd}t|dd3}t|D ]&\}}tdD ]}t	|j
| j| q>t|| j|d |d d   q6W d    n1 sgw   Y  W d    d S W d    d S 1 sw   Y  d S )Nc_labelb_labela_labelr  c                    s"   i | ]}d | t j ddqS )r   Tr   )rR   r  )r   r  r  r!   r"   rz    s   " z.test_iterator_value_labels.<locals>.<dictcomp>r   Fr   )rT  rS  rR  r   r   r  rJ  r   )r   rP   r@   rA   rB   rR   r}  r   rH  r  dtypesr   rC   r<  )rX   rE   rZ   rF  r  rB  r  r!   rU  r"   test_iterator_value_labels  s   
$"rW  c               	   C   s  t tdd tdD tdd tdD ggddgd} t X}tjtdd	 | j|d
d W d    n1 s;w   Y  t|}t	t
jt
jgddgd}t|j| |jd | jd kscJ |jd t| jd ksqJ W d    d S 1 s|w   Y  d S )Nc                 s   s    | ]}d | V  qdS )r   Nr!   r  r!   r!   r"   	<genexpr>  s    z&test_precision_loss.<locals>.<genexpr><   4   biglittler<   z&Column converted from int64 to float64rH  Fr   )r)   )r   r\  )r   r[  )r   sumrP   r@   rA   r  r   rB   r   r   rV   r#  r  rV  r  float)rX   rE   rw  expected_dtr!   r!   r"   test_precision_loss  s    ,
"r`  c              	   C   s   t g dg dgddgg dd}d|j_t F}|j|| d t|| dd	}t|| t|| }t	
| }W d    n1 sFw   Y  t|dd
}t|| W d    d S 1 sbw   Y  d S )Ng~Ϛ?g9DܜJ?g>D)?g.4i(@g33333@g̤Ar  r  XYZr|  r)   rC  r-  r  r  )r   r)   r*   r@   rA   rB   r   rC   decompress_filer$   r  r:  )r-  rX   rE   rw  fhcontentsr!   r!   r"   test_compression_roundtrip!  s    
"rk  to_infer
read_inferc                 C   s   | }t | }d| }tg dg dgddgg dd}d|j_|r$d	n|}|r*d	n|}t|}	|j|	|d
 t|	|dd}
t|
| W d    d S 1 sQw   Y  d S )NrA  ra  rb  r  r  rc  r|  r)   r+  rC  rg  )	r   r   r)   r*   r@   rA   rB   r   rC   )compression_onlyrm  rl  r-  extrD  rX   to_compressionread_compressionrE   r	  r!   r!   r"   test_stata_compression5  s    
"rr  c               	   C   s  t g dddtjdtjgg dtg dd} t }dd	d
ddd	dd}i |dddddi}t|| |d}|  t	|}|
 }||ksPJ W d    n1 sZw   Y  d}tjt|d ddddi}t|| |d W d    n1 sw   Y  d}tjt|d ddddddi}t|| |d W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )N)r   r   r   r   r   r   r`  g      "@)rq   rq   r   rp   rt   )r  r  r  r  r  )fully_labelledpartially_labelledre  rf  r   r   r   r  )r   r`  )rs  rt  rf  r  r  r  )r   r   r   rs  zCCan't create value labels for notY, it wasn't found in the dataset.rH  notYr  r  )rq   rp   zUCan't create value labels for Z, value labels can only be applied to numeric columns.r   r  r   )r   rV   re   rR   r  r@   rA   r   r  r   rs  rJ  rK  r^  rL  )r%   rE   rs  rZ   r  rF  reader_value_labelsrO  r!   r!   r"   !test_non_categorical_value_labelsM  s@   
	

"rx  c               	   C   s.  t g dg dg dg dg dd} ddddddd	d
dddiddid}ddddddd	d
dddiddid}t K}tt | j||d W d    n1 sZw   Y  t|}| }||ksnJ W d    n1 sxw   Y  W d    d S W d    d S 1 sw   Y  d S )N)r   r   r   r   rH   rp   )rp   rp   r   r   rp   rp   )r   rH   rH   ru   ru   r   r  )z	invalid~!	6_invalid&invalid_name_longer_than_32_characters	aggregater   r   r  r  r|  r   r   )rp   r   rH   r   r   r   )	invalid__
_6_invalid invalid_name_longer_than_32_char
_aggregate_1__2_ru  )r   r@   rA   r  r
   rB   r   rs  )r%   rs  rZ   rE   rF  rw  r!   r!   r"   0test_non_categorical_value_label_name_conversions  s>   	

"r  c               	   C   s  dddddi} t dg di}t h}|j|| d t|dd}| }W d    n1 s1w   Y  || ks<J d}d	d
dg }d| d| d
}tjt	|d t
|dd W d    n1 sgw   Y  W d    d S W d    d S 1 sw   Y  d S )Nrepeated_labelsTenzMore than ten)rt   ro   (   )rt   rt   ro   ro   r  r  ru  Fr  zQ--------------------------------------------------------------------------------

z
Value labels for column a    are not unique. These cannot be converted to
pandas categoricals.

Either read the file with `convert_categoricals` set to False or use the
low level interface in `StataReader` to separately read the values and the
value_labels.

The repeated labels are:
rH  T)r   r@   rA   rB   r   rs  rb  rJ  rK  rL  r   )rs  r%   rE   rF  rw  r   repeatsrO  r!   r!   r"   ;test_non_categorical_value_label_convert_categoricals_error  s2   

	"r  r   c           
      C   s  t tg dtdtjtjg| jdtg dd}|jjjj}|dd}|dkr-d	}n|d
kr3d}t	j
| }t	|}td||gtdd}tg ddd}t -}|j|d|d t|dd}	t|j|	j t|	j| t|	j| W d    d S 1 sw   Y  d S )Nrl  r   r   )r   r   Nr   ur   r"  rW   boolr   r   r{  )r   r   r   r    r+  Fr>   Tr  )r   r   rR   NAr*   r   r   numpy_dtyper  r   BASE_MISSING_VALUESr   r@   rA   rB   r   r  r   r    )
r   r5   rX   
dtype_namevaluer  
expected_b
expected_crE   rw  r!   r!   r"   test_nullable_support  s.   



"r  )Dr0  r   ru  r  r$   rM  r  r8  r   r5  numpyrV   rJ  pandas.core.dtypes.commonr   r  rR   pandas._testing_testingr@   pandas.core.framer   r    pandas.tests.io.test_compressionr   pandas.io.parsersr   pandas.io.statar	   r
   r   r   r   r   r   r   r   fixturer#   r-   r.   r  r  r  r%  r)  r@  rF  rJ  rP  rQ  rW  r`  rk  rr  rx  r  r  BooleanDtype	Int8Dtype
Int16Dtype
Int32Dtype
Int64Dtype
UInt8DtypeUInt16DtypeUInt32DtypeUInt64Dtyper  r!   r!   r!   r"   <module>   s    ,


              .
	/

&%&