o
    _~#gh                    @   s  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m  mZ d dlZd dlmZ d dlmZ d dlmZ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$d% Z1ej)*d&d'd(d) Z2d*d+ Z3d,d- Z4d.d/ Z5ej)*d0ddgej)*d1ddgd2d3 Z6d4d5 Z7d6d7 Z8d8d9 Z9ej)*dg dej)*d:ej:ej;ej<ej=ej>ej?ej@ejAejBg	d;d< ZCd=d> ZDdS )?    N)datetime)CategoricalDtype)	DataFrameSeriesread_csv)	CategoricalConversionWarningInvalidColumnNamePossiblePrecisionLossStataMissingValueStataReaderStataWriterStataWriterUTF8ValueLabelTypeMismatch
read_statac                   C   s   t g dg dg ddS )N            )      ?      @g      ;@g     @T@)Atlanta
Birmingham
CincinnatiDetroitabc)r    r    r    /var/www/static.ux5.de/https/Moving-Object-Detection-with-OpenCV/env/lib/python3.10/site-packages/pandas/tests/io/test_stata.pymixed_frame&   s   r"   c                 C   s&   | dddd}t |dd}d|j_|S )Niodatastatazstata5_114.dtaTconvert_datesindex)r   r(   name)datapath	dta14_114
parsed_114r    r    r!   r,   1   s   r,   c                	   @   s   e Zd Zdd Zdd Zejdg ddd Zejdg dd	d
 Z	ejdg ddd Z
ejdddgdd Zdd Zejdg ddd Zejdg ddd Zdd Zdd Zdd Zd d! Zejdg dd"d# Zd$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 d0d1d2 Zejdg d3d4d5 Zejdg dd6d7 Zejdg dd8d9 Zd:d; Zejdg dd<d= Zd>d? Z d@dA Z!dBdC Z"dDdE Z#dFdG Z$dHdI Z%dJdK Z&dLdM Z'ejdg dejdNdOdPgdQdR Z(dSdT Z)dUdV Z*dWdX Z+dYdZ Z,ejdg d[d\d] Z-d^d_ Z.d`da Z/dbdc Z0ejdg dej1dddedf Z2dgdh Z3ejdg ddidj Z4ejddkdlgdmdn Z5ejddodpgdqdr Z6ejddkdlgdsdt Z7ej1duejdg dvejdwdxdygejdzd{d|gejd}d{d|gd~d Z8e9de:de:fddZ;dd Z<ej1duejdg dejdwdxdygejdzd{d|gejd}d{d|gdd Z=dd Z>ejdg ddd Z?ejdg ddd Z@ejdddgdd ZAdd ZBdd ZCdd ZDdd ZEdd ZFdd ZGdd ZHdd ZIejdeJjKeJjK gdd ZLdd ZMdd ZNejdd|d{gdd ZOdd ZPejdg ddd ZQdd ZRdd ZSdd ZTejdg ddd ZUdd ZVdd ZWdd ZXejdg ddd ZYejdg dddĄ ZZddƄ Z[ddȄ Z\ejj]ddʄ Z^ejdg dˢdd̈́ Z_ddτ Z`ejddejadebcdҡdӍgddՄ ZddS )	TestStatac                 C      t |ddS )NTr&   )r   selffiler    r    r!   read_dta:   s   zTestStata.read_dtac                 C   r.   )NT)parse_datesr   r/   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_indexr4   )r   tmensure_cleanto_statar   assert_frame_equal)r0   r4   empty_dspath	empty_ds2r    r    r!   test_read_empty_dtaA   s   
"zTestStata.test_read_empty_dtac                 C   sx  t tjdgtjdtjdgtjdtjdgtjdtjdgtjdtjdgtjdtjdgtjdtjdgtj	dtjdgtj
dtjdgtjdtjdgtjdd
}| }|d tj|d< |d tj|d< |d tj|d< |d tj|d< |d tj|d< t #}|j|d	|d
 t|}t|| t|j|j W d    d S 1 sw   Y  d S )Nr   dtype)
i8i16i32i64u8u16u32u64f32f64rM   rN   rO   rP   rL   Fr=   )r   nparrayint8int16int32int64uint8uint16uint32uint64float32float64copyastyper?   r@   rA   r   rB   assert_series_equaldtypes)r0   r4   empty_df_typedexpectedrD   empty_rereadr    r    r!   test_read_empty_dta_with_dtypesJ   s2   
"z)TestStata.test_read_empty_dta_with_dtypesc                 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?   r@   rA   r   
isinstancer(   pd
RangeIndexr_   r`   rS   rW   rB   )r0   r4   dfrD   read_dfrd   r    r    r!   test_read_index_col_nonem   s   

z"TestStata.test_read_index_col_noner1   
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{   )r2   r   rS   nanr`   r]   r?   rB   r0   r1   r*   parsedrd   r    r    r!   test_read_dta1z   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< |dddd}|dddd }|dddd!}tt | 	|}W d    n1 sw   Y  tt | 	|}W d    n1 sw   Y  tt | 	|}W d    n1 sw   Y  tj
||d"d# tj
||d"d# tj
||d"d# d S )$N                 l   *}ai  r      i     i        r   iZli  
   r   i     i  )
datetime_cdatetime_big_cdateweekly_datemonthly_datequarterly_datehalf_yearly_dateyearly_dater;   r   Or#   r$   r%   zstata2_114.dtazstata2_115.dtazstata2_117.dtaTcheck_datetimelike_compat)r   from_recordsr   rr   NaTr`   r?   assert_produces_warningUserWarningr2   rB   )	r0   r*   rd   path1path2path3r,   
parsed_115
parsed_117r    r    r!   test_read_dta2   sN   











"
#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$   r%   ry   
stata3.csvyearquarter)	r2   r   r`   rS   r]   rV   rU   r?   rB   r   r    r    r!   test_read_dta3   s   
zTestStata.test_read_dta3)
stata4_113
stata4_114
stata4_115
stata4_117c           	      C   s  |ddd| d}|  |}tjg dg dg dg dd	d
dtjd	gd
d	dtjd
gdddtjdgdddtjdgdddtjdgdddtjdgg
g dd}|D ]2}||  }t|d |  }|dkri|}|dj	}|j
|dd}|jjd dd |||< qPt|| d S ) Nr#   r$   r%   ry   )onetenr   r   r   )twoniner   r   r   )threeeightr   r   r   )foursevenr   r   r   fivesixrg   r   r   r   r   r   r   r   r   r   	   r   r   )fully_labeledfully_labeled2incompletely_labeledlabeled_with_missingsfloat_labelledr;   r   r   categoryTorderedinplace)r2   r   r   rS   r   r_   asarraynotnar`   _valuesset_categories
categoriesrenamer?   rB   )	r0   r1   r*   r   rd   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$   r%   zstata12_117.dta)r   abc	abcdefghi)r   cbaqwertywertyqwerty)]    strl)xyzr;   Fcheck_dtype)r2   r   r   r?   rB   )r0   r*   r   rd   r    r    r!   test_read_dta12  s   	zTestStata.test_read_dta12c              	   C   s
  |  |dddd}|d d|d< tjg ddd	d
tjtjtjtjgg dg dg dgg dd}|d tj|d< |jD ]}t	|| ||  qAt
|dddd$}| }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$   r%   zstata14_118.dtaBytesr   )CatBogotau   Bogotár   r   u   option b Ünicoder   DogBostonu   Uzunköprü)PlaneRomeu   Tromsør           option ar   )PotatoTokyou	   Elâzığ      @r   r   )r   r   r   r   gT?r   gUUUUUU?)ThingsCitiesUnicode_Cities_StrlIntsFloatsr   Longsr;   r   u'   Here are some strls with Ünicode charsz	long datazHere are some thingsz	byte datazint datazHere are some citiesz
float data)r   r   r   r   r   r   r   u   This is a  Ünicode data label)r2   r`   r   r   rS   r   r]   r<   r?   assert_almost_equalr   variable_labelsassert_dict_equal
data_label)r0   r*   
parsed_118rd   r   rdrvlvl_expectedr    r    r!   test_read_dta18  s6   
	"zTestStata.test_read_dta18c                 C   s   t tjtjtjtjtjfgg dd}d|j_t }|j|d d | |}W d    n1 s2w   Y  |	 }|j
tj|_t|d| d S )Nrz   r;   r(   r&   )r   rS   r   r(   r)   r?   r@   rA   r2   r_   r`   rW   rB   	set_index)r0   originalrD   written_and_read_againrd   r    r    r!   test_read_write_dta5=  s   
zTestStata.test_read_write_dta5c                 C   s   |  |dddd}d|j_|jtj|_|d tj|d< |d tj|d< t  }|j|d d | 	|}tj
|d|d	d
 W d    d S 1 sQw   Y  d S )Nr#   r$   r%   r   r(   r   r   r&   Frn   )r   r(   r)   r`   rS   rW   r?   r@   rA   r2   rB   r   )r0   r*   r   rD   r   r    r    r!   test_write_dta6L  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$   r<   rG   r(   r  r   tcr'   r4   Frn   )r   rS   
datetime64r   r   r(   r)   r`   rW   r?   r@   rA   r2   rB   r   )r0   r4   r   rD   r   r    r    r!   test_read_write_dta10\  s"   

"zTestStata.test_read_write_dta10c                 C   sV   t  }ttjddtdd}|| W d    d S 1 s$w   Y  d S )Nr   r   r   ABr;   )	r?   r@   r   rS   randomdefault_rngstandard_normallistrA   )r0   rD   rt   r    r    r!   test_stata_doc_examplesq  s   
"z!TestStata.test_stata_doc_examplesc                 C   s   t tjddtdd}tj|jdddf< | }t	
 }|j|dd W d    n1 s3w   Y  t	|| d S )	Nr   )rg   r   abcdr;   r   r   Fr>   )r   rS   r  r  r  r  r   locr_   r?   r@   rA   rB   )r0   rt   df_copyrD   r    r    r!   test_write_preserves_originalx  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?   r@   rA   rB   )	r0   r4   r*   rawencodedresultrd   rD   reread_encodedr    r    r!   test_encoding  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)   r`   rS   rW   r?   r@   r   r	   rA   r2   r_   rB   r   )r0   r   	formattedrD   r   rd   r    r    r!   test_read_write_dta11  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 *}tt	 |j
|d |d W d    n1 s9w   Y  | |}W d    n1 sMw   Y  | }|jtj|_t|d| d S )Nr   r   r   r   rg   r   )!astringwithmorethan32characters_1!astringwithmorethan32characters_2+-shortdeleter;   )r!   _0astringwithmorethan32character__1__short_deleter(   r  r"  )r0   r4   r   r#  rD   r   rd   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   rG   i   l        )rV   rW   rX   r(   rX   )r   rS   rV   rW   rX   r   r(   r)   r`   r^   r?   r@   rA   r2   r_   rB   r   )	r0   s1s2s3r   r#  rD   r   rd   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%   ry   r(   date_tdtdr  )r2   r(   r)   r?   rB   r@   rA   r_   r`   rS   rW   r   )	r0   r1   r,   r4   r*   r   rD   r   rd   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argsry   )r   r`   rS   rU   rV   rW   r]   r^   applyr   strptimer2   r?   rB   )r0   r1   r*   rd   r   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   r4   z29 Feb 2000 14:21)r   r   r?   r@   rA   r   rS  r   )r0   r4   r   rS  r   rD   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 )NrM  rN  r;   z01 Jan 2000, 00:00:00z"time_stamp should be datetime typematch)rS  r4   )
r   r?   r@   pytestraises
ValueErrorrA   osrD   isfile)r0   r4   r   rS  rD   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@)rg   rg   r(   c                 S   s   t | d S )Nr   )intr   r    r    r!   <lambda>1  s    z5TestStata.test_numeric_column_names.<locals>.<lambda>)r   rS   reshapearanger(   r)   r?   r@   r   r	   rA   r2   r   r  r<   mapr_   r`   rW   rB   )r0   r   rD   r   r<   convert_col_namerd   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   rG   r   r   r2  r3  r(   r4   )r   rS   rc  r]   r^   r   r   r(   r)   r?   r@   rA   r2   r   r_   r`   rW   rB   )r0   r4   r2  r3  r   rD   r   rd   r    r    r!   test_nan_to_missing_value8  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         $@)rg   r   r;   index_not_writtenFr  rV  )r   rS   rb  rc  r(   r)   r?   r@   rA   r2   rX  rY  KeyError)r0   r<   r   rD   r   r    r    r!   test_no_indexJ  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          @rG   rg  r(   )r   rS   r^   r   r(   r)   r?   r@   rA   r2   r_   r`   rW   rB   r   )r0   r2  r3  r   rD   r   rd   r    r    r!   test_string_no_datesT  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   rG      i  l    )s0r2  r3  r4  r(   r2  r3  r4  )r   rS   rU   rV   rX   r   r(   r)   r?   r@   r   r
   rA   r2   r_   rW   r^   r`   rB   r   )	r0   rr  r2  r3  r4  r   rD   r   modifiedr    r    r!   test_large_value_conversiona  s$   
z%TestStata.test_large_value_conversionc              	   C   s   t tddddddg}d|j_t +}tt |j|dd	id
 W d    n1 s.w   Y  | 	|}W d    n1 sBw   Y  |
 }dg|_|jtj|_t|d| d S )Nr   r   r   r   r   r   r(   r   r  r&   _0)r   r   r(   r)   r?   r@   r   r	   rA   r2   r_   r<   r`   rS   rW   rB   r   )r0   r   rD   r   rs  r    r    r!   test_dates_invalid_columnu  s   
z#TestStata.test_dates_invalid_columnc                 C   s   |dddd}t |}g dg dg dg}t|}g d|_|d	 tj|d	< |d
 tj|d
< |d tj|d< |d tj|d< t	|
d| d S )Nr#   r$   r%   S4_EDUC1.dta)r   r   r   )r   r   r   rx  )r   r   r   rx  )clustnumpri_schlpsch_numpsch_disry  rz  r{  r|  r   )r   r   r<   r`   rS   rV   rU   r]   r?   rB   head)r0   r*   dpathrt   df0r    r    r!   test_105  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$   r%   rw  )r   value_labels)r0   r*   r~  rT  r    r    r!   test_value_labels_old_format  s   
"z&TestStata.test_value_labels_old_formatc           	   
   C   s  g d}dd |D }t ddddddgt| }t|g|d	}d
|j_t ddddddt dddt dddt dddt dddt dddt dddg}t|gtjdgtjd
d|d}t	
 }|j||d | |}W d    n1 sww   Y  t	|d
| d S )N)r  r;  twr?   tqthtyc                 S   s   i | ]}||qS r    r    .0r   r    r    r!   
<dictcomp>  s    z6TestStata.test_date_export_formats.<locals>.<dictcomp>r   r   r   r   r   r;   r(   r   r   r   r   r   rH   r)   r(   r<   r&   )r   lenr   r(   r)   rr   IndexrS   rW   r?   r@   rA   r2   rB   r   )	r0   r<   conversionsr$   r   expected_valuesrd   rD   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  rS   rW   r?   r@   rA   r2   rB   r   )r0   r   rd   rD   r   r    r    r!   test_write_missing_strings  s   


z$TestStata.test_write_missing_strings	byteorder><c              	   C   sZ  t g dtjd}t g dtjd}t g dtjd}t g dtjd}t g dtjd}t g dtjd}t g dtjd}	t|||||||	d	}
d
|
j_|
	 }|
j
tj|_tjtjtjtjtjtjtjf}t|j|D ]\}}|| 
|||< qqt }|
j|||d | |}W d    n1 sw   Y  |d
}t|| d S )N)r   r   TrG   )r   r   d   )r   r      )r   r   i  )r   r   i  )r   r   i)r   r   l    )rr  r2  r3  r4  s4s5s6r(   )r  r4   )r   rS   bool_rY   rZ   r[   r   r(   r)   r_   r`   rW   rU   rV   r^   zipr<   r?   r@   rA   r2   r   rB   )r0   r  r4   rr  r2  r3  r4  r  r  r  r   rd   expected_typesr   trD   r   r    r    r!   test_bool_uint  s:   	

zTestStata.test_bool_uintc           	      C   s   t |dddd}| }W d    n1 sw   Y  t |dddd}| }W d    n1 s5w   Y  d}d}| D ]\}}||v sLJ ||| ksTJ ||v sZJ ||v s`J qBd S )Nr#   r$   r%   zstata7_115.dtazstata7_117.dta)var1var2var3)label1label2label3)r   r   items)	r0   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?   r@   rA   r   _ensure_openr  _varlist_fmtlist_typlistr_  )
r0   str_lensr  str_lenr   rD   srrN  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\.rV  )	r   r  r   rX  rY  rZ  r?   r@   rA   )r0   r  r  r  r   r]  rD   r    r    r!   test_excessively_long_string  s    
"z&TestStata.test_excessively_long_stringc              	   C   sf  d}t dggdgd}t $}|| t|}|j}W d    n1 s'w   Y  W d    n1 s6w   Y  dd tdD }|dd	 |D ] }|| d
 }tdD ]}	t|d
 |	 }
|
j	||	 kskJ qXqLtt
ddd }
|
j	d	ks~J tt
ddd }
|
j	dksJ tt
ddd }
|
j	d	ksJ tt
ddd }
|
j	dksJ d S )N)r   hlr   rE  r;   c                 S   s   g | ]
}d t d|  qS ).a   )chrr  ir    r    r!   
<listcomp>   s    z:TestStata.test_missing_value_generator.<locals>.<listcomp>   r   r  r      z<fs      s     z.zz<ds         s        )r   r?   r@   rA   r   VALID_RANGErp   insertr   r   structunpack)r0   typesrt   rD   r   valid_ranger  r  offsetr  valr    r    r!   test_missing_value_generator  s:   


z&TestStata.test_missing_value_generator)
stata8_113
stata8_115
stata8_117c           	         s   g d}t d}t|j g }tdD ]  fddtdD }|| qt||d}t|dd	d
| ddd}t	|| d S )N)int8_int16_int32_float32_float64_e   r  c                    s    g | ]}t  |d    qS )r  )r   )r  jr  r  r    r!   r  ?  s     z;TestStata.test_missing_value_conversion.<locals>.<listcomp>rg   r;   r#   r$   r%   ry   Tconvert_missing)
r   sortedMISSING_VALUESr  rp   appendr   r   r?   rB   )	r0   r1   r*   r<   smvr$   rowrd   r   r    r  r!   test_missing_value_conversion8  s   z'TestStata.test_missing_value_conversionc                 C   s  g d}g d}g d}g d}g d}g d}g }t ||||||D ]>\}	}
}}}}g }tdD ]*}|dkrD|t|	|
|||| q1|dkrR|t|	d	d	 q1|t|	|
| q1|| q#|tjgd  g d
}tddd|d d< tddd	|d d< tddd	|d d< tddd	|d d< tddd|d d< tddd	 |d d< |d d< tdd	d	 |d d< |d d< tddd	 |d d<  |d d< |d d< tdd	d	 |d d< |d d< t||td}t|dddd}t|dddd}t	j
||dd t	j
||dd dd  |D }t	 }d!|j_|j||d" | |}W d    n	1 s7w   Y  t	j
|d!||jtjdd d S )#N)i  rO  '  r      )r   r   r   r   r   r   )r   r   r   r      r   )r   r   r   r   r   r   )r   r   ;   r   r   r   r   r   r   r   )date_tcr:  date_twdate_tmdate_tqdate_thdate_tyr  r      r   r   r   r   rg   r     r  i  )r<   rH   r#   r$   r%   zstata9_115.dtazstata9_117.dtaTr   c                 S   s   i | ]	}||d d qS )rx  Nr    r  r    r    r!   r  v      z,TestStata.test_big_dates.<locals>.<dictcomp>r(   r&   )r  rp   r  r   rr   r   r   r   r   r?   rB   r@   r(   r)   rA   r2   r   r`   rS   rW   )r0   r*   yrmoddhrmmssrd   r   monthdayhourminutesecondr  r  r<   r   r   date_conversionrD   r   r    r    r!   test_big_datesH  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$   r%   rA  rB  rC  rD  rE  rF  r:  rG  rH  stata6_117.dtaTr&   F)r'   preserve_dtypes)r   r`   rS   rU   rV   rW   r]   r^   rJ  r   rK  r   r?   rB   )r0   r*   rd   no_conversion
conversionr    r    r!   test_dtype_conversion  s.   

zTestStata.test_dtype_conversionc                 C   s  |  |dddd}|d tj|d< |d tj|d< |d tj|d< |d tj|d< |d	 tj|d	< |d
 jt	j
dd|d
< g d}|| }t|ddddd|d}t|| g d}|| }t|ddddd|d}t|| d}tjt|d ddg}t|ddddd|d W d    n1 sw   Y  d}tjt|d g d}t|ddddd|d W d    d S 1 sw   Y  d S )Nr#   r$   r%   rA  rB  rC  rD  rE  rF  r:  rG  rH  )rB  rC  rD  r  T)r'   r<   )rC  rD  rB  z"columns contains duplicate entriesrV  zEThe following columns were not found in the Stata data set: not_found)rB  rC  rD  	not_found)r   r`   rS   rU   rV   rW   r]   r^   rJ  r   rK  r   r?   rB   rX  rY  rZ  )r0   r*   rd   r<   dropped	reorderedr]  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   rg   r   r   r   r   r   r   r   r   r   r   r   r   r   )r   r   r   r   r   	unlabeledr;   c                       g | ]	} |  d qS r   r`   r  r   r   r    r!   r    r  z6TestStata.test_categorical_writing.<locals>.<listcomp>r   axisr(   r   r  r   Tr   r   rh  )r   r   rS   r   r_   rr   concatr(   	set_namesr`   rW   rJ  r  r   
as_orderedr   r   r   r?   r@   rA   r2   r   rB   )	r0   r4   rd   r   r   r   rD   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\.rV  c                    r	  r
  r  r  r  r    r!   r  !  r  )r   r   rr   r  r?   r@   rX  rY  rZ  rA   r   r   )r0   rD   r]  r    r  r!   $test_categorical_warnings_and_errors
  s0   "
"z.TestStata.test_categorical_warnings_and_errorsc           
         s   dd t dD }|tjg tj|dgd tj fdd D dd d	 j_	t
 } j||d
 | |}W d    n1 sEw   Y  |d	}  }|D ]}|| j}| j}	|j|	dd}|||< qU|jtj|_t
|| d S )Nc                 S   s   g | ]	}d t | gqS )r   )r  r  r    r    r!   r  *  r  zHTestStata.test_categorical_with_stata_missing_values.<locals>.<listcomp>x   many_labelsr;   c                    r	  r
  r  r  r  r    r!   r  .  r  r   r  r(   rh  Tr   )rp   r  rS   r   r   r   rr   r  r(   r)   r?   r@   rA   r2   r   r_   r   remove_unused_categoriesr   r   r`   rW   rB   )
r0   r4   valuesrD   r   r  rd   r   r   new_catsr    r  r!   *test_categorical_with_stata_missing_values(  s(   




z4TestStata.test_categorical_with_stata_missing_valuesstata10_115stata10_117c           
      C   s  ddg dt dfddg dt dd d d fddg dt g dfdd	g dt d
dfddg dt g dfddg dt dfddg dt dfg}g }|D ]#\}}}}|rm||tjj||ddf qV||t|t jdf qVt	
t|}|ddd| d}t|}	t||	 |D ]&}t|| jtrt|| jj|	| jj t|| jj|	| jj qd S )NTr   r   r   r   r  erg   reverser  noorder)r   r   r   r   r   r  r   float_missing)r   r  r!  )r   r   r   r  r  Fnolabel)r   rn  r   r   g      @int32_mixed)r  r   r!  r   r   r   rG   r#   r$   r%   ry   )rS   rc  rT   r  rr   Categorical
from_codesr   r]   r   	from_dictdictr   r?   rB   rq   rH   r   ra   r   codesassert_index_equalr   )
r0   r1   r*   rd   colsis_catr   r  r+  r   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$   r%   ry   srhfirst)na_position)
r  r  r   r   r   r   r   r   r   r   )PoorFairGoodz	Very good	ExcellentT)r+  r   r   r)   )r   sort_valuesrr   rs   r  r(   r'  r(  r   r?   ra   )r0   r1   r*   r   r+  r   r   rd   r    r    r!   test_categorical_sortingd  s   z"TestStata.test_categorical_sortingc                 C   sh   |ddd| d}t |}t |dd}|D ]}t|| jts!q|| jjs)J || jjr1J qd S )Nr#   r$   r%   ry   F)order_categoricals)r   rq   rH   r   r   r   )r0   r1   r*   r   parsed_unorderedr   r    r    r!   test_categorical_orderingu  s   z#TestStata.test_categorical_orderingzignore::UserWarning)rx   
stata2_117r   r   r9  r@  
stata7_117r  
stata9_117r  r1  	chunksizer   r   convert_categoricalsFTr'   c              
   C   s   |ddd| d}t |||d}t |d||dM}d}	td	D ]5}
z||}W n
 ty3   Y  n+w |j|	|	| d d f  }| |}tj||d
dd |	|7 }	q W d    d S W d    d S 1 siw   Y  d S )Nr#   r$   r%   ry   rC  r'   T)iteratorrC  r'   r   rg   Fr   r   	r   rp   readStopIterationilocr_   _convert_categoricalr?   rB   r0   r1   rB  rC  r'   r*   fnamer   itrposr  chunk
from_framer    r    r!   test_read_chunks_117  s<   

"zTestStata.test_read_chunks_117rQ  returnc                 C   sZ   | D ](}| | }t |jtr*|j }|jjtkr&tj	|jj}|
|}|| |< q| S )zX
        Emulate the categorical casting behavior we expect from roundtripping.
        )rq   rH   r   r   r  r   r   rr   r  _with_inferr   )rQ  r   serr   r   r    r    r!   rK    s   

zTestStata._convert_categoricalc                 C   s  |dddd}t |}t |dd}|d}t|jddd d f | W d    n1 s0w   Y  t |dd	}t|}t|jddd d f |d  W d    n1 s[w   Y  t |dd}|d}t|jddd d f | W d    n1 sw   Y  t |dd	}| }t|jddd d f | W d    n1 sw   Y  t |d
d	}t|}W d    n1 sw   Y  t|| d S )Nr#   r$   r%   stata3_117.dtaTrE  rg   r   rB  r   )	r   rH  r?   rB   rJ  r  	get_chunkrr   r  )r0   r*   rM  r   rN  rP  from_chunksr    r    r!   test_iterator  s,   
 $
  zTestStata.test_iterator)

stata2_115r   r   r8  r?  
stata7_115r  
stata9_115r  r0  c              
   C   s   |ddd| d}t |||d}t |d||dM}d}	td	D ]5}
z||}W n
 ty3   Y  n+w |j|	|	| d d f  }| |}tj||d
dd |	|7 }	q W d    d S W d    d S 1 siw   Y  d S )Nr#   r$   r%   ry   rD  T)rE  r'   rC  r   rg   FrF  rG  rL  r    r    r!   test_read_chunks_115  s<   

"zTestStata.test_read_chunks_115c                 C   s   |dddd}g d}d}t ||d}t |dd	@}d
}tdD ](}|j||d}	|	d u r/ n"|j||| d d f }
tj|
|	dd ||7 }q W d    d S W d    d S 1 s\w   Y  d S )Nr#   r$   r%   rV  )r   cpim1r   r;   TrW  r   rg   Fr   )r   rp   rH  rJ  r?   rB   )r0   r*   rM  r<   rB  r   rN  rO  r  rP  rQ  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   r4   r   )r(   r   r   r   z	The Index)r(   r)   r?   r@   rA   r   r   )r0   r4   r"   r   rD   r  read_labelsexpected_labelsr    r    r!   test_write_variable_labels  s,   





"z$TestStata.test_write_variable_labelsc              	   C   s   d|j _dddd}t 2}d}tjt|d |j|||d W d    n1 s+w   Y  W d    d S W d    d S 1 sCw   Y  d S )	Nr(   Zvery longvery longvery longvery longvery longvery longvery longvery longvery longvery longrd  re  r   .Variable labels must be 80 characters or fewerrV  rf  r(   r)   r?   r@   rX  rY  rZ  rA   )r0   r4   r"   r   rD   r]  r    r    r!   test_invalid_variable_labels6  s   
"z&TestStata.test_invalid_variable_labelsr6   r7   c              	   C   s   d|j _dddd}d|d< t 0}tjtdd	 |j|||d
 W d    n1 s-w   Y  W d    d S W d    d S 1 sEw   Y  d S )Nr(   rj  rd  re  r   u   invalid character Œr   z,Variable labels must contain only charactersrV  rf  rl  )r0   r4   r"   r   rD   r    r    r!   $test_invalid_variable_label_encodingA  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   Δro  u   Σrc  rd  r   r   zKVariable labels must contain only characters that can be encoded in Latin-1rV  )r   zqA very, very, very long variable label that is too long for Stata which means that it has more than 80 charactersrk  )joinrX  rY  rZ  r?   r@   rA   )r0   r"   r  variable_labels_utf8r]  rD   variable_labels_longr    r    r!    test_write_variable_label_errorsN  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  r   r   .    rR  R    r   r     r   rn  r   applebananacherrynumsstrsdatesFr  Tr&   r  r  )r>   r'   )dtr   r   r?   r@   rA   r   rB   r<   tolistr(   )r0   r  r   rD   rereaddirect	dates_idxr    r    r!   test_default_date_conversionl  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 supportedrV  )r   rX  rY  NotImplementedErrorr?   r@   rA   )r0   r   r]  rD   r    r    r!   test_unsupported_type  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 )Nrt  r   r   ru  rv  rR  rw  rx  r   r   ry  rz  r{  r  zFormat %tC not implementedrV  r  tCr&   z1-1-1990r   zAsia/Hong_Kong)periodstzzData type datetime64)r  r   r   rX  rY  r  r?   r@   rA   rr   
date_range)r0   r  r   r]  rD   r    r    r!   test_unsupported_datetype  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
rV  r#   r$   r%   zstata15.dtaTrC  )rX  rY  rZ  r   )r0   r*   r]  r    r    r!   test_repeated_column_labels  s   
"z%TestStata.test_repeated_column_labelsc                 C   s   t |dddd}tdddddddtjddg
ddddtjd	dd
ddg
dtjd
dd	d	ddddg
g dd}|g d }t|| d S )Nr#   r$   r%   zstata7_111.dtar   r   r   r   r   rg   r   )
r   r   r   r  r!  r   gr  r  r  )r   r   wr   )r   r   rS   r   r?   rB   )r0   r*   rt   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 \(.+\)rV  )r   rS   finfodoubleepsmaxrX  rY  rZ  r?   r@   rA   )r0   rt   r]  rD   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   rj  r  r(   r  )r   rS   r  r]   r  r  r(   r)   r`   r?   r@   rA   r   r^   r_   rW   rB   r   )r0   r   r   rD   r  rd   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   rn  )
WithoutInfWithInfz[Column WithInf contains infinity or -infinitywhich is outside the range supported by Stata.rV  )r   rX  rY  rZ  r?   r@   rA   )r0   r  rt   r]  rD   r    r    r!   test_inf  s   
"zTestStata.test_infc                 C   r   t dtdd tjtdtdtjdd tdD tdd	}d
|j	_
dd }t|j|}t|| d S )Nr   r     r   ABCDrG   c                 S      g | ]}d | qS zi-r    r  r    r    r!   r        z/TestStata.test_path_pathlib.<locals>.<listcomp>r  r<   r(   r(   c                 S      t | dS Nr(   r   r   r`  r    r    r!   ra        z-TestStata.test_path_pathlib.<locals>.<lambda>)r   rS   rc  rb  rr   r  r  r   rp   r(   r)   r?   round_trip_pathlibrA   rB   r0   rt   rT  r  r    r    r!   test_path_pathlib
     zTestStata.test_path_pathlibc                 C   r  )Nr   r  r  r  rG   c                 S   r  r  r    r  r    r    r!   r    r  z8TestStata.test_pickle_path_localpath.<locals>.<listcomp>r  r  r(   c                 S   r  r  r  r`  r    r    r!   ra    r  z6TestStata.test_pickle_path_localpath.<locals>.<lambda>)r   rS   rc  rb  rr   r  r  r   rp   r(   r)   r?   round_trip_localpathrA   rB   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  TrW  r  r  r  )r   r   r   r   )r   r`   r?   r@   rA   r   r  )r0   r>   r  rt   rD   dta_iterr  r    r    r!   test_value_labels_iterator   s   


z$TestStata.test_value_labels_iteratorc                 C   s   t dtdd tjtdtdtjdd tdD tdd	}d
|j	_
t }|| t|d
d}W d    n1 s@w   Y  t|| d S )Nr   r  r  r  rG   c                 S   r  r  r    r  r    r    r!   r  2  r  z,TestStata.test_set_index.<locals>.<listcomp>r  r  r(   	index_col)r   rS   rc  rb  rr   r  r  r   rp   r(   r)   r?   r@   rA   r   rB   )r0   rt   rD   r  r    r    r!   test_set_index-  s   

zTestStata.test_set_indexcolumn)msr  weekr  qtrhalfr  c                 C   sB   t |dddd}|jd|f }|jd|d f }||ksJ d S )Nr#   r$   r%   zstata13_dates.dtar   _fmt)r   r  )r0   r  r*   rt   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   rU   rV   rW   r]   r^   r   r2  s2045srtlforced_strlr  rG   rU   rV   rW   r]   r(   r   r  r  r7   )r'   convert_strlr4   Frn   )r   rS   r  r   r   rU   rV   r`   rW   r]   r(   r)   r_   r?   r@   rA   r2   rB   r   )r0   r   r_   rD   r   r    r    r!   test_writer_117N  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  r|  )  bbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbbr  r}  )2long1long1long1long1long1long1long1long1long1long1longr   r;   r(   r  r   r7   )r  r4   Frn   )r   r(   r)   r?   r   r	   r@   rA   r2   r   r<   rB   )r0   r   rD   r  r    r    r!   test_convert_strl_name_swap  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 )Nrt  r   r   ru  rv  rR  rw  rx  r   r   ry  rz  r{  r  z0convert_dates key must be a column or an integerrV  
wrong_namer  r&   )	r  r   r   r?   r@   rX  rY  rZ  rA   )r0   r  r   rD   r]  r    r    r!   test_invalid_date_conversion  s$   
"z&TestStata.test_invalid_date_conversionc              	   C   s   t  }tdtdd tjtdt	dtjdd t
dD t	dd	}d
|j_t 6}|j||d |d t|d}||  W d    n1 sRw   Y  t|d
d}W d    n1 sgw   Y  t|| d S )Nr   r  r  r  rG   c                 S   r  r  r    r  r    r    r!   r    r  z2TestStata.test_nonfile_writing.<locals>.<listcomp>r  r  r(   rh  r   wbr  )r#   BytesIOr   rS   rc  rb  rr   r  r  r   rp   r(   r)   r?   r@   rA   seekopenwriterH  r   rB   )r0   r4   biort   rD   dtar  r    r    r!   test_nonfile_writing  s    

zTestStata.test_nonfile_writingc              	   C   s   t dtdd tjtdtdtjdd tdD tdd	}d
|j	_
t A}t|d}|j|dd W d    n1 sCw   Y  t|d}t|d
d}W d    n1 s_w   Y  W d    n1 snw   Y  t|| d S )Nr   r  r  r  rG   c                 S   r  r  r    r  r    r    r!   r    r  z/TestStata.test_gzip_writing.<locals>.<listcomp>r  r  r(   r  r6   rh  rbr  )r   rS   rc  rb  rr   r  r  r   rp   r(   r)   r?   r@   gzipGzipFilerA   r   rB   )r0   rt   rD   gzr  r    r    r!   test_gzip_writing  s    
zTestStata.test_gzip_writingc                 C   sf   |  |dddd}g d}g dg dg dg d	g d
g dg dg}t||d}t|| d S )Nr#   r$   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;   )r2   r   r?   rB   )r0   r*   
unicode_dfr<   r  rd   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   Fr7   r=   r   r  )r>   r  r4   )	r   r  r`   r?   r@   rA   r   fillnarB   )r0   outputrD   r  rd   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 exportedrV  rh  )r   r?   r@   rX  rY  rZ  rA   )r0   r4   r  rD   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\(128\)|rV  )r   r?   r@   rX  rY  UnicodeEncodeErrorrA   )r0   r4   contentrt   rD   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;   r7   )r4   r  r  zlatin-1zutf-8s   strlsr   rx  s   GSO       )
r   r?   r@   rA   r  rH  encodesplitfindr  )
r0   r  rD   r  r  rd   gsosgsor  sizer    r    r!   test_strl_latin1  s(   
"zTestStata.test_strl_latin1c                 C   s   d}|dddd}t jtdd }t|}t|dksJ |d	 jjd	 |ks)J W d    n1 s3w   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$   r%   zstata1_encoding_118.dtaonce)filter_levelr   r   u   Düsseldorf   r  r;   )	r?   r   UnicodeWarningr   r  messagerI  r   rB   )r0   r*   r]  rD   r  r  rd   r    r    r!   test_encoding_latin1_118+  s   z"TestStata.test_encoding_latin1_118c              	   C   s   t |ddddd0}t|}|  |jdksJ W d    n1 s&w   Y  W d    d S W d    d S 1 s>w   Y  d S )Nr#   r$   r%   zstata1_119.dta.gzr  i  )r  r  r   r  _nvar)r0   r*   r  rT  r    r    r!   test_stata_119?  s   
"zTestStata.test_stata_119)r8   r9   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)rn  r   u   ᴮr   )r   r   u   ᴰN)   År  r  strlsr;   	   ᴐᴬᵀr|  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>   r4   r  r   )r4   r>   )rr   r'  r   r`   rS   rW   r?   r@   r   
write_filer   r  replacer   r  rB   r   r   r   rA   )r0   r4   r   r$   r   r   r  rD   writerr  rT  reread_to_statar    r    r!   test_utf8_writerK  sV   


"zTestStata.test_utf8_writerc              	   C   s   t tjdtjd}t &}tjtdd t	||dd W d    n1 s(w   Y  W d    n1 s7w   Y  t /}tjtdd t	||dd W d    n1 sZw   Y  W d    d S W d    d S 1 srw   Y  d S )	N)r   i  rG   z"version must be either 118 or 119.rV  r7   rh  zYou must use version 119r8   )
r   rS   zerosrU   r?   r@   rX  rY  rZ  r   )r0   rt   rD   r    r    r!   test_writer_118_exceptions}  s   

"z$TestStata.test_writer_118_exceptionsdtype_backendnumpy_nullablepyarrow)marksc              
   C   s   t g dg dg dg dtjddddd	tjg d
ddd}|j|d}|jddd t }|| | |}W d    n1 sGw   Y  t ddt	j
gg dddt	j
gg dtjddddd	tjg d
dt	jdd}t|d| d S )N)r   r   Nr   )TFN)g      ?g      @g      @z
2020-12-31r   D)r  freqr   r   r   r   r(   r9  r(   )r"  ztest_stata.dtar8   rh  r   r   r   r   )r)   rH   )r   rr   r  r  convert_dtypesrA   r?   r@   r2   rS   r   rW   rB   r   )r0   r"  rt   rD   r   rd   r    r    r!   test_read_write_ea_dtypes  s2   




z#TestStata.test_read_write_ea_dtypesN)e__name__
__module____qualname__r2   r   rX  markparametrizerF   rf   rv   r   r   r   r   r   r   r   r   r  r  r  r  r$  r1  r5  r<  rL  rU  r^  rf  ri  rm  ro  rt  rv  r  r  r  r  r  r  r  r  r  r  r  r  r  filterwarningsr  r  r  r/  r;  r>  rR  staticmethodr   rK  r[  r_  rb  ri  rm  rn  rs  r  r  r  r  r  r  r  rS   infr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  slowr  r  r!  paramr;  
skip_if_nor+  r    r    r    r!   r-   9   s6   

"

>

,(


%


	

	"
;14

#



 






G




1	r-   r4   )i   l   o   q   r6   c                 C   sT   |ddd}t j|d}t j|d|  d}t|}t|}tj||dd d S )	Nr#   r$   r%   stata-compat-118.dtazstata-compat-ry   Fr   )r[  rD   rp  r   r?   rB   )r4   r*   	data_baserefoldrd   old_dtar    r    r!   test_backward_compat  s   r@  c              
   C   sv  | dddd}t |}| jrJ t|jtjrJ W d    n1 s&w   Y  t|d*}t |}| jr=J |j|u sDJ W d    n1 sNw   Y  W d    n1 s]w   Y  t|dJ}t| *}t |}| jr|J |j|u sJ W d    n1 sw   Y  W d    n1 sw   Y  W d    d S W d    d S 1 sw   Y  d S )Nr#   r$   r%   r;  r  )r   rH  emptyrq   _path_or_bufr#   r  r  )r*   monkeypatch	file_pathrT  fpr  r    r    r!   test_direct_read  s.   


"rF  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 managerrV  zis not part of the public API)r?   r   ResourceWarningr   rH  FutureWarningclose)r*   rD  r  r    r    r!   0test_statareader_warns_when_used_without_context  s   

"rJ  r5   use_dictTFinferc              	   C   s  d}| r|r	| }n||  }|d| 7 }| }|rd}|r d| i}t tjddtdd}d	|j_t	|}	|j
|	||d
 | dkrct|	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 s;w   Y  | }|jtj|_t|| d S )Nzdta_inferred_compression.dtar  rL  methodr   r	  r
  r;   r(   )r4   compressionr  r  r  rr   tarbz2zstd	zstandardxzlzmar  )r   rS   r  r  r  r  r(   r)   r?   r@   rA   r  r  r#   r  rH  zipfileZipFilefilelisttarfileextractfilegetnamesrQ  rX  importorskipr   r_   r`   rW   rB   )rN  r4   rK  rL  compression_to_extension	file_namefile_extcompression_argrt   rD   comprE  rP  rR  rU  r  rd   r    r    r!   test_compression  sp   



rb  rM  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s4|d
krit|d&}t|jdksDJ |jd j|ksNJ t||jd }W d    n1 scw   Y  n|}t|dd}	W d    n1 s{w   Y  | }
|
jtj|
_t|	|
 d S )Ntest.ztest.dtar   r	  r
  r;   r(   )rM  archive_namerN  r  rO  r   r   r  )r   rS   r  r  r  r  r(   r)   r?   r@   rA   rV  rW  r  rX  filenamer#   r  rH  r   r_   r`   rW   rB   )rM  r_  r^  rd  rt   rD   rN  zprE  r  rd   r    r    r!   test_compression_dict  s,   

rh  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   rG   r(   rh  r   F)rB  r<  r   )r   r   r(   r)   r_   r`   rS   rW   r?   r@   rA   r   	enumerater   ra   ri  rJ  )r4   rt   rd   rD   rT  r  blockr    r    r!   test_chunked_categorical(  s$   

"rl  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$   r%   stata-dta-partially-labeled.dta)r   r   r   r   r   r   rX  r   r   r   r   r^   rG   rg   )r   r?   r   r   rj  r  ri  rr   r  r,  r   r   __next__r   rB   )	r*   dta_filer  rT  r  rk  idxlarge_chunkr  r    r    r!    test_chunked_categorical_partial;  s,   &	
rr  rB  )r  r   r|  c              	   C   s~   | dddd}t jtdd' t||d W d    n1 s w   Y  W d    d S W d    d S 1 s8w   Y  d S )Nr#   r$   r%   rm  zchunksize must be a positiverV  rX  )rX  rY  rZ  r   )r*   rB  ro  r    r    r!   test_iterator_errorsN  s   "rs  c               
      s  ddgdgd   t  fddtdD } t c}| j|dd	 tjg d
dd}t|dd4}t|D ]'\}}tdD ]}t	|j
j| j| q>t|| j|d |d d   q6W d    n1 shw   Y  W d    d S W d    d S 1 sw   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!   r  Y  s   " z.test_iterator_value_labels.<locals>.<dictcomp>r   Fr  )rv  ru  rt  r   rG   r  rX  r   )r   rp   r?   r@   rA   rr   r  r   rj  r,  rb   rJ  r   rB   )rt   rD   rd   rT  r  rP  r  r    rw  r!   test_iterator_value_labelsV  s   
$"rx  c               	   C   s  t tdd tdD tdd tdD ggddgd} t X}tjtdd	 | j|d
d W d    n1 s;w   Y  t|}t	t
jt
jgddgd}t|j| |jd | jd kscJ |jd t| jd ksqJ W d    d S 1 s|w   Y  d S )Nc                 s   s    | ]}d | V  qdS )r   Nr    r  r    r    r!   	<genexpr>f  s    z&test_precision_loss.<locals>.<genexpr><   4   biglittler;   z&Column converted from int64 to float64rV  Fr  r)  )r   r}  )r   r|  )r   sumrp   r?   r@   r   r
   rA   r   r   rS   r^   ra   rb   r  float)rt   rD   r  expected_dtr    r    r!   test_precision_lossd  s    ,
"r  c              	   C   s   t g dg dgddgg dd}d|j_t F}|j|| d t|| dd	}t|| t|| }t	
| }W d    n1 sFw   Y  t|dd
}t|| W d    d S 1 sbw   Y  d S )Ng~Ϛ?g9DܜJ?g>D)?g.4i(@g33333@g̤Ar  r  XYZr  r(   re  rN  r  r  )r   r(   r)   r?   r@   rA   r   rB   decompress_filer#   r  rH  )rN  rt   rD   r  fhcontentsr    r    r!   test_compression_roundtripu  s    
"r  to_infer
read_inferc                 C   s   | }|| }d| }t g dg dgddgg dd}d|j_|r$d	n|}|r*d	n|}	t|}
|j|
|d
 t|
|	dd}t|| W d    d S 1 sQw   Y  d S )Nrc  r  r  r  r  r  r  r(   rL  re  r  )r   r(   r)   r?   r@   rA   r   rB   )compression_onlyr  r  r]  rN  extrf  rt   to_compressionread_compressionrD   r  r    r    r!   test_stata_compression  s    
"r  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   rn  g      "@)r   r   r   r   r   )r  r  r  r  r  )fully_labelledpartially_labelledr  r  r   r   r   r  )r   rn  )r  r  r  r  r  r  r(  r  zCCan't create value labels for notY, it wasn't found in the dataset.rV  notYr  r  )r   r   zUCan't create value labels for Z, value labels can only be applied to numeric columns.r   r  r   )r   rS   r   rr   r'  r?   r@   r   r  r   r  rX  rY  rl  rZ  )r$   rD   r  rd   r  rT  reader_value_labelsr]  r    r    r!   !test_non_categorical_value_labels  s@   
	

"r  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   rg   r   )r   r   r   r   r   r   )r   rg   rg   r   r   r   r%  )z	invalid~!	6_invalid&invalid_name_longer_than_32_characters	aggregater   r   r  r  r  r   r   )r   r   rg   r   r   r   )	invalid__
_6_invalid invalid_name_longer_than_32_char
_aggregate_1__2_r  )r   r?   r@   r   r	   rA   r   r  )r$   r  rd   rD   rT  r  r    r    r!   0test_non_categorical_value_label_name_conversion  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)r   r   (   )r   r   r   r   r  r  r  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:
rV  T)r   r?   r@   rA   r   r  rp  rX  rY  rZ  r   )r  r$   rD   rT  r  r   repeatsr]  r    r    r!   ;test_non_categorical_value_label_convert_categoricals_error  s2   

	"r  rH   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 )Nrz  r   rG   )r   r   Nr   ur   rX   rW   boolrU   r   r  )r   r   r   r   r9  Fr=   Tr  )r   r   rr   NAr)   r   rH   numpy_dtyper  r   BASE_MISSING_VALUESr   r?   r@   rA   r   ra   r   r   )
rH   r4   rt   
dtype_namevaluer  
expected_b
expected_crD   r  r    r    r!   test_nullable_support	  s.   



"r  c                  C   s   t tdg dddd} t G}| j|ddd t|}d	|v s&J tt	d
t	dd}t
|j| t|dgd}d	|vsGJ t
|j|jdg  W d    d S 1 s]w   Y  d S )Nr   rz  rm   r  r   Fr7   r=   r   rW   r^   r   r;   )r   rp   r}  r?   r@   rA   r   r   rS   rH   ra   rb   r  )rt   rD   df2rb   df3r    r    r!   test_empty_frame>	  s   
"r  )ErQ  r   r  r  r#   r[  r  rY  rV  numpyrS   rX  pandas.util._test_decoratorsutil_test_decoratorsr;  r   rr   r   pandas._testing_testingr?   pandas.core.framer   r   pandas.io.parsersr   pandas.io.statar   r	   r
   r   r   r   r   r   r   fixturer"   r,   r-   r/  r0  r@  rF  rJ  rb  rh  rl  rr  rs  rx  r  r  r  r  r  r  BooleanDtype	Int8Dtype
Int16Dtype
Int32Dtype
Int64Dtype
UInt8DtypeUInt16DtypeUInt32DtypeUInt64Dtyper  r  r    r    r    r!   <module>   s    ,


              
	1

&%&