U
    Ì6{i¥  ã                   @   s”  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	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Zd dlmZm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+m,Z,m-Z-m.Z.m/Z/m0Z0 d dl1m2Z2 G dd„ deƒZ3e j4dkZ5zd dl6Z6dZ7W n e8k
�rt   dZ7Y nX zd dl9Z9dZ:W n e8k
�r    dZ:Y nX d8dd„Z;G dd„ dƒZ<G dd„ de<ƒZ=G dd„ de<ƒZ>G dd„ dƒZ?G dd„ dƒZ@G dd„ de@ƒZAG d d!„ d!ƒZBG d"d#„ d#e@ƒZCG d$d%„ d%ƒZDd&d'„ ZEG d(d)„ d)ƒZFG d*d+„ d+ƒZGd,d-„ ZHd.d/„ ZId0d1„ ZJd2d3„ ZKe	jLjMe, d4d5�d6d7„ ƒZNdS )9é    N)ÚPath)ÚNamedTemporaryFile)ÚBytesIOÚStringIO)Údatetime)ÚValueÚget_context)Úc_bool)ÚConverterErrorÚConversionWarning©Úasbytes)Úassert_equal)Úassert_warnsÚassert_Úassert_raises_regexÚassert_raisesÚassert_allcloseÚassert_array_equalÚtemppathÚtempdirÚIS_PYPYÚHAS_REFCOUNTÚsuppress_warningsÚassert_no_gc_cyclesÚassert_no_warningsÚbreak_cycles)Úrequires_memoryc                   @   s*   e Zd ZdZd
dd„Zdd„ Zdd„ Zd	S )ÚTextIOzõHelper IO class.

    Writes encode strings to bytes if needed, reads return bytes.
    This makes it easier to emulate files opened in binary mode
    without needing to explicitly convert strings to bytes in
    setting up the test data.

    Ú c                 C   s   t  | t|ƒ¡ d S ©N)r   Ú__init__r   ©ÚselfÚs© r%   ú;/tmp/pip-unpacked-wheel-dv5xso59/numpy/lib/tests/test_io.pyr!   *   s    zTextIO.__init__c                 C   s   t  | t|ƒ¡ d S r    )r   Úwriter   r"   r%   r%   r&   r'   -   s    zTextIO.writec                 C   s   t  | dd„ |D ƒ¡ d S )Nc                 S   s   g | ]}t |ƒ‘qS r%   r   )Ú.0r$   r%   r%   r&   Ú
<listcomp>1   s     z%TextIO.writelines.<locals>.<listcomp>)r   Ú
writelines)r#   Úlinesr%   r%   r&   r*   0   s    zTextIO.writelinesN)r   )Ú__name__Ú
__module__Ú__qualname__Ú__doc__r!   r'   r*   r%   r%   r%   r&   r   !   s   
r   l        TFc                 C   s.   t | ƒtkr|  d¡} tt | |¡dd… Ž S )zY
    This function is available in the datetime module only from Python >=
    2.5.

    Úlatin1Né   )ÚtypeÚbytesÚdecoder   ÚtimeÚstrptime)r$   Úfmtr%   r%   r&   r6   A   s    
r6   c                   @   sj   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ Zej	j
ejdkdd�dd„ ƒZdd„ Zej	jdd„ ƒZdS )ÚRoundtripTestc              	   O   sè   |  di ¡}|  dddi¡}|  dd¡}|r>tdd�}|j}n
tƒ }|}z`|}
||f|
ž|Ž | ¡  | d	¡ tjd
krŒt|tƒsŒ| ¡  tj|f|Ž}	|
| _|	| _W 5 t|tƒsâ| ¡  dtƒ krât|	tjj	j
ƒsât |j¡ X dS )až  
        save_func : callable
            Function used to save arrays to file.
        file_on_disk : bool
            If true, store the file on disk, instead of in a
            string buffer.
        save_kwds : dict
            Parameters passed to `save_func`.
        load_kwds : dict
            Parameters passed to `numpy.load`.
        args : tuple of arrays
            Arrays stored to file.

        Ú	save_kwdsÚ	load_kwdsZallow_pickleTÚfile_on_diskF)ÚdeleteÚarr_reloadedr   Úwin32N)Úgetr   Únamer   Ú
isinstanceÚcloseÚlocalsÚnpÚlibÚnpyioZNpzFileÚosÚremoveÚflushÚseekÚsysÚplatformÚloadÚarrr=   )r#   Z	save_funcÚargsÚkwargsr9   r:   r;   Ztarget_fileZ	load_filer=   rN   r%   r%   r&   Ú	roundtripM   s.    




zRoundtripTest.roundtripc                 C   s‚   |   |¡ | j |dd� |   t |¡¡ | j t |¡dd� |jd dkr~|   t |¡dd … ¡ | j t |¡dd … dd� d S )NT)r;   r   é   )rQ   rD   ÚasfortranarrayÚshape©r#   Úar%   r%   r&   Úcheck_roundtrips}   s    
zRoundtripTest.check_roundtripsc                 C   sª   t  g t¡}|  |¡ t  ddgddggt¡}|  |¡ t  ddgddggt¡}|  |¡ t jddgddggt jd	�}|  |¡ t jddgddggt jd	�}|  |¡ d S )
NrR   é   r1   é   y      ð?      @y       @      @y      @      @y      @       @©Údtype)rD   ÚarrayÚfloatrW   ÚintZcsingleZcdoublerU   r%   r%   r&   Ú
test_array‡   s    



zRoundtripTest.test_arrayc                 C   s<   t  g t¡}|  |¡ t  ddgddggt¡}|  |¡ d S ©NrR   rX   r1   rY   )rD   r\   ÚobjectrW   rU   r%   r%   r&   Útest_array_object—   s    
zRoundtripTest.test_array_objectc                 C   s"   t  ddddgt¡}|  |¡ d S r`   )rD   r\   r^   rQ   rU   r%   r%   r&   Útest_1Dž   s    zRoundtripTest.test_1Dr>   zFails on Win32©Úreasonc                 C   sX   t  ddgddgg¡}| j|dddid� t  ddgddgg¡}| j|dddid� d S )	NrR   g      @rY   g333333@TÚ	mmap_modeÚr)r;   r:   )rD   r\   rQ   rS   rU   r%   r%   r&   Ú	test_mmap¢   s    zRoundtripTest.test_mmapc                 C   s$   t jddgddgd�}|  |¡ d S )N©rR   rX   ©r1   rY   ©ÚxÚi4©Úyrm   rZ   )rD   r\   rW   rU   r%   r%   r&   Útest_recordª   s    zRoundtripTest.test_recordc              	   C   sT   dd„ t dƒD ƒ}tjd|d�}tjdd�� t dd	t¡ |  |¡ W 5 Q R X d S )
Nc                 S   s   g | ]}d | d t f‘qS )ú%déd   ©r]   ©r(   Úir%   r%   r&   r)   °   s     z1RoundtripTest.test_format_2_0.<locals>.<listcomp>éô  iè  rZ   T©ÚrecordÚalwaysr   )ÚrangerD   ÚonesÚwarningsÚcatch_warningsÚfilterwarningsÚUserWarningrW   )r#   ÚdtrV   r%   r%   r&   Útest_format_2_0®   s
    zRoundtripTest.test_format_2_0N)r,   r-   r.   rQ   rW   r_   rb   rc   ÚpytestÚmarkÚskipifrK   rL   rh   rp   Úslowr�   r%   r%   r%   r&   r8   L   s   0

r8   c                   @   s   e Zd Zdd„ ZdS )ÚTestSaveLoadc                 O   s\   t j| tjf|ž|Ž t| jd | jƒ t| jd j| jjƒ t| jd jj	| jjj	ƒ d S )Nr   )
r8   rQ   rD   Úsaver   rN   r=   r[   ÚflagsÚfnc)r#   rO   rP   r%   r%   r&   rQ   ¸   s    zTestSaveLoad.roundtripN)r,   r-   r.   rQ   r%   r%   r%   r&   r†   ·   s   r†   c                   @   s†   e Zd Zdd„ Zejjedd�ejje dd�ejj	dd„ ƒƒƒZ
dd	„ Zd
d„ Zdd„ Zdd„ Zdd„ Zejjdd„ ƒZdd„ ZdS )ÚTestSavezLoadc              	   O   s’   t j| tjf|ž|Ž zPt
| jƒD ]@\}}| jd|  }t||ƒ t|j|jƒ t|jj|jjƒ q"W 5 | jjrŒ| jj ¡  t | jjj	¡ X d S )Nzarr_%d)r8   rQ   rD   Úsavezr=   ZfidrB   rG   rH   r@   Ú	enumeraterN   r   r[   rˆ   r‰   )r#   rO   rP   ÚnrN   Zreloadedr%   r%   r&   rQ   À   s    
zTestSavezLoad.roundtripzHangs on PyPyrd   zNeeds 64bit platformc              	   C   s\   d}t j|t jd�}tddd��2}t j||d� ~t  |¡}|d }| ¡  ~W 5 Q R X d S )Nl      rZ   Znumpy_test_big_arrays_ú.npz)ÚprefixÚsuffix©rV   rV   )rD   ÚemptyÚuint8r   r‹   rM   rB   )r#   ÚLrV   ÚtmpZnpfiler%   r%   r&   Útest_big_arraysÎ   s    
zTestSavezLoad.test_big_arraysc                 C   s@   t  ddgddggt¡}t  ddgddggt¡}|  ||¡ d S )	NrR   rX   r1   rY   ù      ð?       @ù       @      @ù      @      Àù      @      (@)rD   r\   r]   ÚcomplexrQ   )r#   rV   Úbr%   r%   r&   Útest_multiple_arraysÜ   s    z"TestSavezLoad.test_multiple_arraysc                 C   sz   t  ddgddggt¡}t  ddgddggt¡}tƒ }t j|||d	� | d
¡ t  |¡}t||d ƒ t||d ƒ d S ©NrR   rX   r1   rY   r—   r˜   r™   rš   )Úfile_aÚfile_br   rŸ   r    )	rD   r\   r]   r›   r   r‹   rJ   rM   r   ©r#   rV   rœ   ÚcÚlr%   r%   r&   Útest_named_arraysá   s    

zTestSavezLoad.test_named_arraysc                 C   s’   t  ddgddggt¡}t  ddgddggt¡}tƒ }t j|||d	� | d
¡ t  |¡}tt	t
|jƒƒddgƒ t||jjƒ t||jjƒ d S rž   )rD   r\   r]   r›   r   r‹   rJ   rM   r   ÚsortedÚdirÚfrŸ   r    r¡   r%   r%   r&   Útest_BagObjë   s    

zTestSavezLoad.test_BagObjc                    sX   dd„ ‰g ‰ ‡ ‡fdd„t dƒD ƒ}|D ]}| ¡  q(|D ]}| ¡  q:ˆ rTtˆ ƒ‚d S )Nc                 S   sh   t dd��T}tj dd¡}ztj||d� W n, tk
rX } z|  |¡ W 5 d }~X Y nX W 5 Q R X d S )NrŽ   ©r�   rv   )rN   )r   rD   ÚrandomZrandnr‹   ÚOSErrorÚappend)Z
error_listr•   rN   Úerrr%   r%   r&   Úwriterú   s    z9TestSavezLoad.test_savez_filename_clashes.<locals>.writerc                    s   g | ]}t jˆˆ fd �‘qS )©ÚtargetrO   )Ú	threadingÚThread)r(   Új©Úerrorsr®   r%   r&   r)     s   ÿz=TestSavezLoad.test_savez_filename_clashes.<locals>.<listcomp>r1   )rz   ÚstartÚjoinÚAssertionError)r#   ÚthreadsÚtr%   r´   r&   Útest_savez_filename_clashesö   s    ÿ

z)TestSavezLoad.test_savez_filename_clashesc              
   C   sœ   t dd��ˆ}t|dƒ�}tj|dd� W 5 Q R X t|ddƒ�L}| d¡ t|j ƒ t |¡d	  t|j ƒ | d¡ t|j ƒ W 5 Q R X W 5 Q R X d S )
NrŽ   r©   ÚwbúLOVELY LOAD©ÚdataÚrbi'  r   r¿   )r   ÚopenrD   r‹   rJ   r   ÚclosedrM   )r#   r•   Úfpr%   r%   r&   Útest_not_closing_opened_fid  s    

z)TestSavezLoad.test_not_closing_opened_fidc                 C   s®   t dd��š}tj|dd� tƒ �z}| t¡ tddƒD ]^}zJzt 
|¡d  W n2 tk
r€ } zd| }t|ƒ‚W 5 d }~X Y nX W 5 tr’t 	¡  X q6W 5 Q R X W 5 Q R X d S )	NrŽ   r©   r½   r¾   rR   i  r¿   z#Failed to load data from a file: %s)r   rD   r‹   r   ÚfilterÚResourceWarningrz   r   ÚgcZcollectrM   Ú	Exceptionr¸   )r#   r•   Úsupru   ÚeÚmsgr%   r%   r&   Útest_closing_fid  s    
zTestSavezLoad.test_closing_fidc              	   C   sR   d}t d|d��8}tj|dd� t |¡}|jj}| ¡  t|jƒ W 5 Q R X d S )NZ&numpy_test_closing_zipfile_after_load_rŽ   )r�   r�   úplace holder©Úlab)	r   rD   r‹   rM   ÚziprÃ   rB   r   rÂ   )r#   r�   r•   r¿   rÃ   r%   r%   r&   Útest_closing_zipfile_after_load6  s    
z-TestSavezLoad.test_closing_zipfile_after_loadN)r,   r-   r.   rQ   r‚   rƒ   r„   r   ÚIS_64BITr…   r–   r�   r¤   r¨   r»   rÄ   Z	slow_pypyrÌ   rÑ   r%   r%   r%   r&   rŠ   ¿   s   

rŠ   c                   @   sð   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ Zdd„ Zdd„ Z	dd„ Z
dd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd „ Zd!d"„ Zej d#d$d%g¡ej d&eeg¡d'd(„ ƒƒZejjejd)kd*d+�ejjed,d-�d.d/„ ƒƒƒZd0S )1ÚTestSaveTxtc                 C   sÄ   t  ddgddggt¡}d}tƒ }t j|||d� | d¡ t| ¡ t|d | d	 d
 ƒt|d | d	 d ƒgƒ t  ddgddggt	¡}tƒ }t j||dd� | d¡ t| ¡ ddgƒ d S )NrR   rX   r1   rY   z%.18e©r7   r   ú Ú
ri   rj   rq   ó   1 2
ó   3 4
)
rD   r\   r]   r   ÚsavetxtrJ   r   Ú	readlinesr   r^   )r#   rV   r7   r¢   r%   r%   r&   r_   E  s    
ÿÿ
zTestSaveTxt.test_arrayc                 C   sR   t  ddddgt¡}tƒ }t j||dd� | d¡ | ¡ }t|dd	d
dgƒ d S )NrR   rX   r1   rY   rq   rÔ   r   s   1
s   2
s   3
s   4
)rD   r\   r^   r   rÙ   rJ   rÚ   r   ©r#   rV   r¢   r+   r%   r%   r&   rc   U  s    
zTestSaveTxt.test_1Dc                 C   s@   t ƒ }tttj|t d¡ƒ tttj|t dgdggg¡ƒ d S )NrR   rX   )r   r   Ú
ValueErrorrD   rÙ   r\   ©r#   r¢   r%   r%   r&   Ú
test_0D_3D]  s    zTestSaveTxt.test_0D_3Dc                 C   sL   t jddgddgd�}tƒ }t j||dd� | d¡ t| ¡ d	d
gƒ d S )Nri   rj   rk   rn   rZ   rq   rÔ   r   r×   rØ   ©rD   r\   r   rÙ   rJ   r   rÚ   ©r#   rV   r¢   r%   r%   r&   Útest_structuredb  s
    
zTestSaveTxt.test_structuredc                 C   sV   t jddgdddgd�}tƒ }t j||ddg d	d
� | d¡ t| ¡ ddgƒ d S )N©rR   rX   r1   ©rY   é   é   )Úfoorm   )Úbarrm   )Úbazrm   rZ   ræ   rè   rq   rÔ   r   s   1 3
s   4 6
rß   rà   r%   r%   r&   Útest_structured_paddedi  s    
  ÿ
z"TestSaveTxt.test_structured_paddedc              	   C   sb   t jddddgd�}|ddg }tdd	��.}t|ƒ}t  ||¡ t  |¡}t||ƒ W 5 Q R X d S )
NrR   rk   rn   )ÚzÚf4rZ   rl   rê   ú.npyr©   )rD   r{   r   r   r‡   rM   r   )r#   rV   ÚvÚpathr¿   r%   r%   r&   Útest_multifield_views  s    
z TestSaveTxt.test_multifield_viewc                 C   sN   t  ddgddgg¡}tƒ }t j||ddd� | d¡ t| ¡ d	d
gƒ d S )Nç      ð?ç       @ç      @ç      @ú,rq   )Ú	delimiterr7   r   s   1,2
s   3,4
rß   rà   r%   r%   r&   Útest_delimiter|  s
    
zTestSaveTxt.test_delimiterc                 C   sÐ   t  ddg¡}tƒ }t j||ddgd� | d¡ t| ¡ ddgƒ tƒ }t j||d	d� | d¡ | ¡ }t|d
dgƒ tƒ }t j||d	dd� | d¡ | ¡ }t|d
dgƒ tƒ }ttt j||dd� d S )Nri   rj   z%02dz%3.1frÔ   r   s   01 2.0
s   03 4.0
z%02d : %3.1fs	   01 : 2.0
s	   03 : 4.0
rô   )r7   rõ   éc   )	rD   r\   r   rÙ   rJ   r   rÚ   r   rÜ   rÛ   r%   r%   r&   Útest_formatƒ  s"    


zTestSaveTxt.test_formatc                 C   s  t ƒ }tjddgtd�}d}tj||d|d� | d¡ t| ¡ td| d	 ƒƒ t ƒ }tj||d|d
� | d¡ t| ¡ td| d ƒƒ t ƒ }d}tj||d||d� | d¡ t| ¡ t|| d d ƒƒ t ƒ }d}tj||d||d� | d¡ t| ¡ td| | d ƒƒ d S )Nri   rj   rZ   zTest header / footerz%1d)r7   Úheaderr   z# z	
1 2
3 4
)r7   Úfooterz
1 2
3 4
# rÖ   z% )r7   rù   Úcommentsz1 2
3 4
)r7   rú   rû   )	r   rD   r\   r^   rÙ   rJ   r   Úreadr   )r#   r¢   rV   Útest_header_footerZ
commentstrr%   r%   r&   rý   �  sD    
ÿ
ÿ
 ÿ
ÿ
 ÿ
ÿzTestSaveTxt.test_header_footerc              	   C   sD   t ƒ �4}t ddg¡}t ||¡ t |¡}t||ƒ W 5 Q R X d S )Nri   rj   )r   rD   r\   rÙ   Úloadtxtr   )r#   r@   rV   rœ   r%   r%   r&   Útest_file_roundtrip¿  s
    
zTestSaveTxt.test_file_roundtripc                 C   sì   d}d}t j||ft jd�}t j}t j}|d|  |d d …< tƒ }t j||dd� | d¡ | ¡ }t	|ddgƒ tƒ }t j||d| d� | d¡ | ¡ }t	|d	d	gƒ tƒ }t j||d
g| d� | d¡ | ¡ }t	|ddgƒ d S )NrX   rZ   ù              ð?z %+.3erÔ   r   s8    ( +3.142e+00+ +2.718e+00j)  ( +3.142e+00+ +2.718e+00j)
z  %+.3e  %+.3es1     +3.142e+00  +2.718e+00  +3.142e+00  +2.718e+00
z(%.3e%+.3ej)s.   (3.142e+00+2.718e+00j) (3.142e+00+2.718e+00j)
©
rD   ÚzerosÚ
complex128ÚpirÊ   r   rÙ   rJ   rÚ   r   ©r#   ZncolsZnrowsrV   ÚreÚimr¢   r+   r%   r%   r&   Útest_complex_arraysÆ  sH    
ÿþ
ÿþ
ÿþzTestSaveTxt.test_complex_arraysc                 C   sv   d}d}t j||ft jd�}t j}t j}|d|  |d d …< tƒ }t j||dd� | d¡ | ¡ }t	|ddgƒ d S )NrX   rZ   r   z%.3erÔ   r   s0    (3.142e+00-2.718e+00j)  (3.142e+00-2.718e+00j)
r  r  r%   r%   r&   Útest_complex_negative_exponentì  s     
ÿþz*TestSaveTxt.test_complex_negative_exponentc                 C   sH   G dd„ dt ƒ}|ƒ }t ddg¡}t ||¡ t |¡}t||ƒ d S )Nc                   @   s   e Zd Zdd„ ZdS )z4TestSaveTxt.test_custom_writer.<locals>.CustomWriterc                 S   s   |   | d¡¡ d S )Nó   
)ÚextendÚsplit)r#   Útextr%   r%   r&   r'     s    z:TestSaveTxt.test_custom_writer.<locals>.CustomWriter.writeN)r,   r-   r.   r'   r%   r%   r%   r&   ÚCustomWriter   s   r  ri   rj   )ÚlistrD   r\   rÙ   rþ   r   )r#   r  ÚwrV   rœ   r%   r%   r&   Útest_custom_writerþ  s    
zTestSaveTxt.test_custom_writerc              	   C   sP   d  d¡}tj|gtjd�}tƒ �$}tjtj |d¡|dgdd� W 5 Q R X d S )Nó   Ï–úUTF-8rZ   útest.csvú%s©r7   Úencoding)	r4   rD   r\   Úunicode_r   rÙ   rG   rî   r·   )r#   Úutf8rV   Útmpdirr%   r%   r&   Útest_unicode
  s    
ÿzTestSaveTxt.test_unicodec              	   C   s°   d  d¡}tj|gtjd�}ddg}tr2| d¡ trD| ddg¡ tƒ �\}|D ]P}tj	t
j |d	| ¡|d
gdd� tjt
j |d	| ¡dtjd�}t||ƒ qPW 5 Q R X d S )Nr  r  rZ   r   ú.gzú.bz2ú.xzú.lzmar  r  z	UTF-16-LEr  ©r  r[   )r4   rD   r\   r  ÚHAS_BZ2r¬   ÚHAS_LZMAr  r   rÙ   rG   rî   r·   rþ   r   )r#   r  rV   Úsuffixesr  r�   rœ   r%   r%   r&   Útest_unicode_roundtrip  s$    

 ÿ ÿz"TestSaveTxt.test_unicode_roundtripc                 C   s\   d  d¡}tj|gtjd�}tƒ }tj||dgdd� | d¡ t| ¡   d¡|d ƒ d S ©Nr  r  rZ   r  r  r   rÖ   )	r4   rD   r\   r  r   rÙ   rJ   r   rü   ©r#   r  rV   r$   r%   r%   r&   Útest_unicode_bytestream#  s    

z#TestSaveTxt.test_unicode_bytestreamc                 C   sV   d  d¡}tj|gtjd�}tƒ }tj||dgdd� | d¡ t| ¡ |d ƒ d S r%  )	r4   rD   r\   r  r   rÙ   rJ   r   rü   r&  r%   r%   r&   Útest_unicode_stringstream+  s    

z%TestSaveTxt.test_unicode_stringstreamr7   ú%fs   %fÚiotypec                 C   s^   t  dg¡}|ƒ }t j|||d� | d¡ |tkrHt| ¡ dd ƒ nt| ¡ dd ƒ d S )Nrð   rÔ   r   z%f
s   %f
)rD   r\   rÙ   rJ   r   r   rü   )r#   r7   r*  rV   r$   r%   r%   r&   Útest_unicode_and_bytes_fmt3  s    
z&TestSaveTxt.test_unicode_and_bytes_fmtr>   zfiles>4GB may not workrd   g   `¸úA)Z
free_bytesc                 C   sl   dd„ }t tƒ}tdƒ}|j||fd�}| ¡  | ¡  |jrFtdƒ‚|jdkrZt	 
d¡ |jdksht‚d S )	Nc              	   S   sr   d| _ zJtjdd„ tdƒD ƒtd�}tƒ �}tjtj 	|d¡|d� W 5 Q R X W n t
k
rl   d| _ ‚ Y nX d S )	NFc                 S   s$   g | ]}t j t j d d¡d¡‘qS )é2   rr   rY   )rD   rª   ZrandÚrandintrt   r%   r%   r&   r)   I  s
   þ ÿzGTestSaveTxt.test_large_zip.<locals>.check_large_zip.<locals>.<listcomp>i 5 rZ   ztest.npz)Ú	test_dataT)ÚvaluerD   Zasarrayrz   ra   r   r‹   rG   rî   r·   ÚMemoryError)Úmemoryerror_raisedr.  r  r%   r%   r&   Úcheck_large_zipD  s    
þþÿz3TestSaveTxt.test_large_zip.<locals>.check_large_zipÚforkr¯   z,Child process raised a MemoryError exceptioné÷ÿÿÿzCsubprocess got a SIGKILL, apparently free memory was not sufficientr   )r   r	   r   ÚProcessr¶   r·   r/  r0  Úexitcoder‚   Zxfailr¸   )r#   r2  r1  ÚctxÚpr%   r%   r&   Útest_large_zip@  s    

zTestSaveTxt.test_large_zipN) r,   r-   r.   r_   rc   rÞ   rá   ré   rï   rö   rø   rý   rÿ   r  r	  r  r  r$  r'  r(  r‚   rƒ   Úparametrizer   r   r+  r„   rK   rL   r…   r   r9  r%   r%   r%   r&   rÓ   D  s0   
	"&rÓ   c                   @   sx   e Zd Zdd„ Zdd„ Zejje dd�dd„ ƒZ	ejje
 d	d�d
d„ ƒZdd„ Zdd„ Zdd„ Zdd„ Zdd„ ZdS )ÚLoadTxtBasec                 C   s¸   t  d¡ d¡}d}|D ]š}d| d }|D ]„}t|d��p}||ddd	��}	|	 |¡ W 5 Q R X | j|dd
�}
t|
|ƒ ||ddd
��}	|  |	¡}
W 5 Q R X t|
|ƒ W 5 Q R X q,qd S )Nrå   ©rX   r1   ©rÖ   z
úú0 1 2ú3 4 5r©   Úwtz	UTF-32-LE)Úmoder  ©r  Úrt)rD   ÚarangeÚreshaper   r'   Úloadfuncr   )r#   Zfopenr#  ÚwantedÚlinesepÚsepr¿   r�   r@   r§   Úresr%   r%   r&   Úcheck_compressedf  s    
zLoadTxtBase.check_compressedc                 C   s   |   tjd¡ d S )N)r  )rL  ÚgziprÁ   ©r#   r%   r%   r&   Útest_compressed_gzipv  s    z LoadTxtBase.test_compressed_gzipz	Needs bz2rd   c                 C   s   |   tjd¡ d S )N)r  )rL  Úbz2rÁ   rN  r%   r%   r&   Útest_compressed_bz2y  s    zLoadTxtBase.test_compressed_bz2z
Needs lzmac                 C   s   |   tjd¡ d S )N)r  r  )rL  ÚlzmarÁ   rN  r%   r%   r&   Útest_compressed_lzma}  s    z LoadTxtBase.test_compressed_lzmac              
   C   sZ   t ƒ �J}t|dƒ�}| d d¡¡ W 5 Q R X | j|dd�}t|dddgƒ W 5 Q R X d S )Nr¼   z0.
1.
2.úUTF-16rC  ç        rð   rñ   )r   rÁ   r'   ÚencoderG  r   )r#   rî   r§   rl   r%   r%   r&   Útest_encoding�  s
    zLoadTxtBase.test_encodingc              
   C   sb   d  d¡}tƒ �H}t|dƒ�}| | d¡¡ W 5 Q R X | j|dtjd�}t||ƒ W 5 Q R X d S )Ns   Ã¶Ã¼Ã¶r  r¼   rT  r   )	r4   r   rÁ   r'   rV  rG  rD   r  r   )r#   Znonasciirî   r§   rl   r%   r%   r&   Útest_stringloadˆ  s    
zLoadTxtBase.test_stringloadc                 C   s8   d}| j t|ƒtjdd�}t|t | d¡ ¡ ¡ƒ d S ©Ns   ÿþh  i  jrT  )r[   r  )rG  r   rD   r  r   r\   r4   r  ©r#   Úutf16rí   r%   r%   r&   Útest_binary_decode‘  s    zLoadTxtBase.test_binary_decodec                 C   sT   t ƒ }| d¡ | d¡ | j|tjddd„ id�}t d d¡g¡}t||ƒ d S )Nr  r   c                 S   s
   |   d¡S )Nr  ©r4   ©rl   r%   r%   r&   Ú<lambda>œ  ó    z4LoadTxtBase.test_converters_decode.<locals>.<lambda>)r[   Ú
convertersr  )	r   r'   rJ   rG  rD   r  r\   r4   r   ©r#   r¢   rl   rV   r%   r%   r&   Útest_converters_decode–  s    



ÿz"LoadTxtBase.test_converters_decodec              
   C   s|   d  d¡}tƒ �b}tj|ddd��}| |¡ W 5 Q R X | j|tjddd„ idd�}t |d	 g¡}t	||ƒ W 5 Q R X d S )
Nr  r  rA  rC  r   c                 S   s   | d S )Nrº   r%   r^  r%   r%   r&   r_  §  r`  z6LoadTxtBase.test_converters_nodecode.<locals>.<lambda>©r[   ra  r  rº   )
r4   r   ÚiorÁ   r'   rG  rD   r  r\   r   )r#   r  rî   r§   rl   rV   r%   r%   r&   Útest_converters_nodecode   s    


þz$LoadTxtBase.test_converters_nodecodeN)r,   r-   r.   rL  rO  r‚   rƒ   r„   r!  rQ  r"  rS  rW  rX  r\  rc  rf  r%   r%   r%   r&   r;  e  s   

	
r;  c                   @   s,  e Zd ZeejƒZdd„ Zdd„ Zdd„ Z	dd„ Z
d	d
„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zejjeovejjdkdd�dd„ ƒZdd„ Zdd„ Zdd„ Zd d!„ Zd"d#„ Zd$d%„ Zd&d'„ Zd(d)„ Z d*d+„ Z!d,d-„ Z"d.d/„ Z#d0d1„ Z$d2d3„ Z%ejje�oejjdkdd�d4d5„ ƒZ&ejje�o*ejjdkdd�d6d7„ ƒZ'd8d9„ Z(d:d;„ Z)d<d=„ Z*d>d?„ Z+d@dA„ Z,dBdC„ Z-dDdE„ Z.dFdG„ Z/dHdI„ Z0ejje1 2¡ dJkdKd�dLdM„ ƒZ3dNdO„ Z4dPdQ„ Z5dRdS„ Z6dTdU„ Z7ej 8dVdWgdXdYdZd[d\gfdXd]d^d_d`gfdXe9daƒfdbdcdZd[d\gfdbddd^d_d`gfdbe9deƒfg¡dfdg„ ƒZ:dhS )iÚTestLoadTxtc                 C   s   t jjj| _dt jj_d S ©NrR   )rD   rE   rF   Ú_loadtxt_chunksizeÚ
orig_chunkrN  r%   r%   r&   Úsetup_method°  s    zTestLoadTxt.setup_methodc                 C   s   | j tjj_d S r    )rj  rD   rE   rF   ri  rN  r%   r%   r&   Úteardown_methodµ  s    zTestLoadTxt.teardown_methodc                 C   sª   t ƒ }| d¡ | d¡ tj|dtjfdtjfgd�}tjddgdd	gd�}t||ƒ t ƒ }| d
¡ | d¡ dddœ}tjddg|d�}tj||d�}t||ƒ d S )Nú1 2
3 4r   rl   ro   rZ   ri   rj   rk   rn   zM 64 75.0
F 25 60.0©ÚgenderÚageÚweight©ÚS1rm   rë   ©ÚnamesÚformats©ÚMç      P@ç     ÀR@©ÚFç      9@ç      N@)r   r'   rJ   rD   rþ   Úint32r\   r   )r#   r¢   rl   rV   ÚdZmydescriptorrœ   ro   r%   r%   r&   rp   ¸  s&    




ÿÿÿzTestLoadTxt.test_recordc                 C   sˆ   t ƒ }| d¡ | d¡ tj|td�}t ddgddggt¡}t||ƒ | d¡ tj|td�}t ddgddggt¡}t||ƒ d S )Nrm  r   rZ   rR   rX   r1   rY   )	r   r'   rJ   rD   rþ   r^   r\   r   r]   rb  r%   r%   r&   r_   Ê  s    



zTestLoadTxt.test_arrayc                 C   s’   t ƒ }| d¡ | d¡ tj|td�}t ddddgt¡}t||ƒ t ƒ }| d¡ | d¡ tj|td	d
�}t ddddgt¡}t||ƒ d S )Nú1
2
3
4
r   rZ   rR   rX   r1   rY   ú1,2,3,4
rô   ©r[   rõ   ©r   r'   rJ   rD   rþ   r^   r\   r   rb  r%   r%   r&   rc   Ø  s    




zTestLoadTxt.test_1Dc                 C   sX   t ƒ }| d¡ | d¡ tj|tdddd„ id�}t dd	dd
dgt¡}t||ƒ d S )Nú	1,2,3,,5
r   rô   r1   c                 S   s   t | pdƒS ©Néüÿÿ©r^   ©r$   r%   r%   r&   r_  ì  r`  z*TestLoadTxt.test_missing.<locals>.<lambda>©r[   rõ   ra  rR   rX   r‡  rä   r„  rb  r%   r%   r&   Útest_missingç  s    



ÿzTestLoadTxt.test_missingc                 C   s\   t ƒ }| d¡ | d¡ tj|tdddd„ idd�}t d	d
gddggt¡}t||ƒ d S )Nú1,2,3,,5
6,7,8,9,10
r   rô   r1   c                 S   s   t | pdƒS r†  rˆ  r‰  r%   r%   r&   r_  õ  r`  z:TestLoadTxt.test_converters_with_usecols.<locals>.<lambda>©rR   r1   ©r[   rõ   ra  ÚusecolsrX   r‡  é   é	   r„  rb  r%   r%   r&   Útest_converters_with_usecolsð  s    



þz(TestLoadTxt.test_converters_with_usecolsc                 C   sN   t ƒ }| d¡ | d¡ tj|tddd�}t dddd	gt¡}t||ƒ d S )
Nú# comment
1,2,3,5
r   rô   ú#©r[   rõ   rû   rR   rX   r1   rä   r„  rb  r%   r%   r&   Útest_comments_unicodeú  s    


ÿz!TestLoadTxt.test_comments_unicodec                 C   sN   t ƒ }| d¡ | d¡ tj|tddd�}t dddd	gt¡}t||ƒ d S )
Nr“  r   rô   ó   #r•  rR   rX   r1   rä   r„  rb  r%   r%   r&   Útest_comments_byte  s    


ÿzTestLoadTxt.test_comments_bytec                 C   s\   t ƒ }| d¡ | d¡ tj|tddddgd�}t dd	d
gdddggt¡}t||ƒ d S )Nz,# comment
1,2,3
@ comment2
4,5,6 // comment3r   rô   r”  ú@z//r•  rR   rX   r1   rY   rä   rå   r„  rb  r%   r%   r&   Útest_comments_multiple  s    


ÿz"TestLoadTxt.test_comments_multiple)r�  r1   é   zPyPy bug in error formattingrd   c                 C   s~   t ƒ }| d¡ | d¡ tj|tddd�}t dddd	gt¡}t||ƒ t ƒ }| d
¡ | d¡ tt	tj|tddd� d S )Nz/* comment
1,2,3,5
r   rô   z/*r•  rR   rX   r1   rä   z*/ comment
1,2,3,5
)
r   r'   rJ   rD   rþ   r^   r\   r   r   rÜ   rb  r%   r%   r&   Útest_comments_multi_chars  s    


ÿ


ÿz%TestLoadTxt.test_comments_multi_charsc                 C   s˜   t ƒ }| d¡ | d¡ tj|tddd�}t ddddgt¡}t||ƒ t ƒ }| d	¡ | d¡ tj|tddd�}t ddddgt¡}t||ƒ d S )
Núcomment
1,2,3,5
r   rô   rR   )r[   rõ   ÚskiprowsrX   r1   rä   r“  r„  rb  r%   r%   r&   Útest_skiprows'  s     


ÿ



ÿzTestLoadTxt.test_skiprowsc              	   C   s„  t  ddgddggt¡}tƒ }t  ||¡ | d¡ t j|tdd�}t||d d …df ƒ t  dddgdddggt¡}tƒ }t  ||¡ | d¡ t j|td	d�}t||d d …dd …f ƒ | d¡ t j|tt  ddg¡d�}t||d d …dd …f ƒ tt j	t j
t jt jt jt jt jt jf	D ]>}|dƒ}| d¡ t j|t|d�}t||d d …df ƒ �q G d
d„ dƒ}|ƒ }| d¡ t j|t|d�}t||d d …df ƒ | d¡ t j|t|fd�}t||d d …df ƒ d}t|ƒ}ddg}	ddg}
t j|dtt|	|
ƒƒd�}t|d ddgƒ t|d ddgƒ | d¡ d}ttdt|ƒj t j||d� ttdt|ƒj t j|d|dgd� d S )NrR   rX   r1   rY   r   ©rR   ©r[   r�  rä   ri   c                   @   s   e Zd Zdd„ ZdS )z*TestLoadTxt.test_usecols.<locals>.CrazyIntc                 S   s   dS rh  r%   rN  r%   r%   r&   Ú	__index__W  s    z4TestLoadTxt.test_usecols.<locals>.CrazyInt.__index__N)r,   r-   r.   r¢  r%   r%   r%   r&   ÚCrazyIntV  s   r£  z<JOE 70.1 25.3
                BOB 60.5 27.9
                ÚstidÚtempÚS4Úf8©r   rX   ©r�  r[   ó   JOEó   BOBçÍÌÌÌÌL9@çfffffæ;@ç      ø?z^usecols must be.*%s©r�  )rD   r\   r]   r   rÙ   rJ   rþ   r   r^   Zint8Zint16r  Úint64r“   Zuint16Zuint32Úuint64r   r  rÐ   r   r   Ú	TypeErrorr2   r,   )r#   rV   r¢   rl   Zint_typeZto_readr£  Z	crazy_intr¿   ru  ÚdtypesrN   Z	bogus_idxr%   r%   r&   Útest_usecols8  st    



    þ



  ý  ýzTestLoadTxt.test_usecolsc              	   C   sŒ   t  t¡� tjdgdgdd� W 5 Q R X t  ttf¡� tjdgdgdd� W 5 Q R X t jtdd�� tjdgd	d
gdd� W 5 Q R X d S )Nz1
l            rô   )r�  rõ   l            zQIf a structured dtype .*. But 1 usecols were given and the number of fields is 3.©Úmatchz1,1
zi,(2)ir   )r[   r�  rõ   )r‚   ÚraisesÚOverflowErrorrD   rþ   rÜ   r²  rN  r%   r%   r&   Útest_bad_usecols}  s    ÿzTestLoadTxt.test_bad_usecolsc                 C   sj   t ƒ }| d¡ | d¡ t dtfddtfdtfgfg¡}tj||dd�}t d	d
g|¡}t	||ƒ d S )Nú1,2,3.0
4,5,6.0
r   rl   ro   rº   r$   rô   rƒ  ©rR   )rX   rò   ©rY   )rä   ç      @)
r   r'   rJ   rD   r[   r^   r]   rþ   r\   r   ©r#   r¢   r€   rl   rV   r%   r%   r&   Útest_fancy_dtypeˆ  s    

"zTestLoadTxt.test_fancy_dtypec                 C   sl   t dƒ}t ddtfdtfdtdfg¡}tj||d�}tjdd	d
dddgdddggfg|d�}t||ƒ d S ©Nzaaaa  1.0  8.0  1 2 3 4 5 6©r@   r¦  rl   ro   Úblockr<  rZ   Úaaaarð   ç       @rR   rX   r1   rY   rä   rå   ©r   rD   r[   r]   r^   rþ   r\   r   r¾  r%   r%   r&   Útest_shaped_dtype‘  s    ÿ ÿzTestLoadTxt.test_shaped_dtypec              	   C   s€   t dƒ}t ddtfdtfdtdfg¡}tj||d�}tjdd	d
dddgdddggdddgdddgggfg|d�}t||ƒ d S )Nz*aaaa  1.0  8.0  1 2 3 4 5 6 7 8 9 10 11 12rÁ  rl   ro   rÂ  )rX   rX   r1   rZ   rÃ  rð   rÄ  rR   rX   r1   rY   rä   rå   r�  r›  r‘  é
   é   é   rÅ  r¾  r%   r%   r&   Útest_3d_shaped_dtypeš  s    ÿ
&ÿþz TestLoadTxt.test_3d_shaped_dtypec                 C   sF   ddg}t tjfD ].}tjddg|d�}tj||d�}t||ƒ qd S )NZstr1Zstr2rZ   )ÚstrrD   Zbytes_r\   rþ   r   )r#   r¢   r€   rV   rl   r%   r%   r&   Útest_str_dtype¤  s
    zTestLoadTxt.test_str_dtypec              	   C   sf   t jtdd��N tƒ }t |¡}t|jdƒ tj|tjd�}t|jdƒ t	|j
tjkƒ W 5 Q R X d S )Núinput contained no datarµ  ©r   rZ   )r‚   Úwarnsr   r   rD   rþ   r   rT   r°  r   r[   )r#   r¢   rl   r%   r%   r&   Útest_empty_file­  s    
zTestLoadTxt.test_empty_filec                 C   sx   t ƒ }| ddg¡ | d¡ tj|dddd„ id�}t|dd	gƒ | d¡ tj|dd
dd„ id�}t|ddgƒ d S )Nz1 21
z3 42
r   r   c                 S   s
   t | dƒS ©Né   rˆ  r‰  r%   r%   r&   r_  »  r`  z3TestLoadTxt.test_unused_converter.<locals>.<lambda>©r�  ra  é   é*   rR   c                 S   s
   t | dƒS rÑ  rˆ  r‰  r%   r%   r&   r_  À  r`  é!   éB   )r   r*   rJ   rD   rþ   r   )r#   r¢   r¿   r%   r%   r&   Útest_unused_converter¶  s    

ÿ

ÿz!TestLoadTxt.test_unused_converterc                 C   sr   d}dt fdtfg}dd„ }d|i}tjt|ƒd||d�}tjdtd	ddƒfd
tdddƒfg|d�}t||ƒ d S )Nú0 1; 2001-01-01
                   2; 2002-01-31 ÚidxÚcodec                 S   s   t |  ¡ dƒS ©Nz%Y-%m-%d©r6   Ústripr‰  r%   r%   r&   r_  È  r`  z4TestLoadTxt.test_dtype_with_object.<locals>.<lambda>rR   ú;©rõ   r[   ra  éÑ  rX   éÒ  é   rZ   )r^   ra   rD   rþ   r   r\   r   r   ©r#   r¿   ZndtypeÚfuncra  ÚtestÚcontrolr%   r%   r&   Útest_dtype_with_objectÃ  s    ÿþz"TestLoadTxt.test_dtype_with_objectc                 C   s@   d}t ƒ }| d| ¡ | d¡ tj|tjd�}t||ƒ d S )N)l   +&ì|    l   -(ì|    ú%s %sr   rZ   )r   r'   rJ   rD   rþ   r±  r   ©r#   Útgtr¢   rK  r%   r%   r&   Útest_uint64_typeÑ  s    
zTestLoadTxt.test_uint64_typec                 C   s@   d}t ƒ }| d| ¡ | d¡ tj|tjd�}t||ƒ d S )N)lûÿÿÿÿÿÿÿ l   ÿÿÿÿ ré  r   rZ   )r   r'   rJ   rD   rþ   r°  r   rê  r%   r%   r&   Útest_int64_typeÙ  s    
zTestLoadTxt.test_int64_typec                 C   s’   t  ddd¡ t j¡}t  || f¡ t¡}d ttj|ƒ¡}t	ƒ }| 
|¡ tt jfD ]4}| d¡ t j||tjdd�}t||d| d	� qXd S )
NiöÿÿÿrÇ  rä   rÖ   r   r0   rd  r  )Úerr_msg)rD   ZlogspaceZastypeZfloat32Zhstackr]   r·   ÚmapÚhexr   r'   rJ   rþ   Úfromhexr   )r#   rë  Úinpr¢   r€   rK  r%   r%   r&   Útest_from_float_hexá  s    

   ÿzTestLoadTxt.test_from_float_hexc              	   C   s0   t dƒ}tjtdd�� t |¡ W 5 Q R X dS )z 
        Ensure that fromhex is only used for values with the correct prefix and
        is not called by default. Regression test related to gh-19598.
        za b cz2.*convert string 'a' to float64 at row 0, column 1rµ  N©r   r‚   r·  rÜ   rD   rþ   rÝ   r%   r%   r&   Ú6test_default_float_converter_no_default_hex_conversionï  s
    ÿzBTestLoadTxt.test_default_float_converter_no_default_hex_conversionc              	   C   s0   t dƒ}tjtdd�� t |¡ W 5 Q R X dS )z›
        Ensure that the exception message raised during failed floating point
        conversion is correct. Regression test related to gh-19598.
        zqrs tuvz)could not convert string 'qrs' to float64rµ  Nrô  rÝ   r%   r%   r&   Ú&test_default_float_converter_exceptionû  s
    ÿz2TestLoadTxt.test_default_float_converter_exceptionc                 C   sN   t ddƒt ddƒf}tƒ }| d| ¡ | d¡ tj|t d�}t||ƒ d S )NrR   éÿÿÿÿré  r   rZ   )r›   r   r'   rJ   rD   rþ   r   rê  r%   r%   r&   Útest_from_complex  s    
zTestLoadTxt.test_from_complexc                 C   sª   t jdt jd�}t j}t j}|d|  |d d …< tƒ }t j||dd� | d¡ | ¡ }| d¡ | 	dd¡}t
||kƒ | |¡ | d¡ t j|td�}t||ƒ d S )	N©rX   rX   rZ   r   z%.16erÔ   r   s   e+00-s   e00+-)rD   r  r  r  rÊ   r   rÙ   rJ   rü   Úreplacer   r'   rþ   r›   r   )r#   rV   r  r  r¢   ÚtxtZtxt_badrK  r%   r%   r&   Útest_complex_misformatted  s    



z%TestLoadTxt.test_complex_misformattedc              
   C   sV   t ƒ �0}t|dƒ�}| d¡ W 5 Q R X t |¡}W 5 Q R X t|ddgddggƒ d S )Nr  z
1 213 42rR   rÔ  r1   rÕ  )r   rÁ   r'   rD   rþ   r   )r#   r@   r§   r¿   r%   r%   r&   Útest_universal_newline#  s
    z"TestLoadTxt.test_universal_newlinec                 C   sV   t ƒ }| d¡ | d¡ dddœ}tj||dd�}t dd	d
g¡}t|d |ƒ d S )Nz 1 	2 	3	start 
4	5	6	  
7	8	9.5	r   )rl   ro   rê   Úcomment)ú<i4rÿ  ú<f4ú|S8rt  ú	rƒ  s   start s     r`  rþ  )r   r'   rJ   rD   rþ   r\   r   r¾  r%   r%   r&   Útest_empty_field_after_tab*  s    

ÿz&TestLoadTxt.test_empty_field_after_tabc                 C   s˜   t dƒ}dddœ}tj||dd�\}}}t|jjdkƒ t|jjdkƒ t|jjd	kƒ t|t d
dg¡ƒ t|t ddg¡ƒ t|t ddg¡ƒ d S )NúM 21 72
F 35 58©rV   rœ   r¢   )ú|S1rÿ  r   rt  T©r[   Úunpackr  rÿ  r   ó   Mó   FrÔ  é#   ç      R@ç      M@)r   rD   rþ   r   r[   rË  r   r\   ©r#   rû  r€   rV   rœ   r¢   r%   r%   r&   Útest_unpack_structured4  s    
z"TestLoadTxt.test_unpack_structuredc              	   C   sø  t ƒ }| d¡ | d¡ tttj|dd� | d¡ tttj|dd� | d¡ tj|tddd�}t dd	dgd
ddgg¡}t	||ƒ t ƒ }| d¡ | d¡ tj|tdd	d�}t
|jdkƒ | d¡ tj|tddd�}t
|jdkƒ | d¡ tj|tddd�}t
|jdkƒ t ƒ }| d¡ | d¡ tj|tdd	d�}t
|jdkƒ | d¡ tj|tddd�}t
|jdkƒ | d¡ tj|tddd�}t
|jdkƒ tjtdd��< t ƒ }t
tj|d	d�jdkƒ t
tj|dd�jdkƒ W 5 Q R X d S )Nz1,2,3
4,5,6r   r1   ©Úndminr®  rô   rR   )r[   rõ   r  rX   rY   rä   rå   z0,1,2r�  )r1   z0
1
2)r1   rR   rÍ  rµ  ©r   rR   rÎ  )r   r'   rJ   r   rÜ   rD   rþ   r^   r\   r   r   rT   r‚   rÏ  r   )r#   r¢   rl   rV   r€  rÊ   r§   r%   r%   r&   Útest_ndmin_keyword?  sH    












zTestLoadTxt.test_ndmin_keywordc                 C   s(   dd„ }t  |ƒ ¡}t|t  d¡ƒ d S )Nc                  s   s   t dƒD ]} d|  V  qd S ©NrÇ  rq   )rz   ©ru   r%   r%   r&   Úcountj  s    z0TestLoadTxt.test_generator_source.<locals>.countrÇ  )rD   rþ   r   rE  ©r#   r  rK  r%   r%   r&   Útest_generator_sourcei  s    z!TestLoadTxt.test_generator_sourcec                 C   s.   t ƒ }| d¡ | d¡ ttdtj|ƒ d S )Nz1 2 3
4 5 6
2 3r   Ú3)r   r'   rJ   r   rÜ   rD   rþ   rÝ   r%   r%   r&   Útest_bad_lineq  s    

zTestLoadTxt.test_bad_linec                 C   sH   t ƒ }| d¡ | d¡ t dtfddtfg¡}tj|d|d d� d S )Nz100,foo,200
300,None,400r   rl   )rV   ZS10ro   rô   )rõ   r[   rû   )r   r'   rJ   rD   r[   r^   rþ   )r#   r¢   r€   r%   r%   r&   Útest_none_as_stringy  s
    

zTestLoadTxt.test_none_as_stringzANSI_X3.4-1968zWrong preferred encodingc              
   C   sÆ   d}|  d¡ dd¡ ¡ }tƒ �œ}t|dƒ�}| |¡ W 5 Q R X t|dƒ�}tj|dtjd�}W 5 Q R X t	||ƒ t|dƒ�}tj|ddd�}W 5 Q R X d	d
dg}t	|tj
|dd�ƒ W 5 Q R X d S )Ns/   5,6,7,Ã•scarscar
15,2,3,hello
20,2,3,Ã•scar
r  r>  r   r¼   rÀ   r   ÚSs   5,6,7,Ã•scarscars   15,2,3,hellos   20,2,3,Ã•scarrZ   )r4   rú  Ú
splitlinesr   rÁ   r'   rD   rþ   r  r   r\   )r#   Zbutf8Zsutf8rî   r§   rl   r%   r%   r&   Útest_binary_load�  s    

zTestLoadTxt.test_binary_loadc                 C   sN   t ƒ }| d¡ | d¡ tj|tddd�}t ddddgt¡}t||ƒ d S )	Nú1,2,3,5
4,5,7,8
2,1,4,5r   rô   rR   ©r[   rõ   Úmax_rowsrX   r1   rä   r„  rb  r%   r%   r&   Útest_max_rows“  s    


ÿzTestLoadTxt.test_max_rowsc                 C   s¨   t ƒ }| d¡ | d¡ tj|tdddd�}t ddddgt¡}t||ƒ t ƒ }| d	¡ | d¡ tj|tdddd�}t ddddgd
dddggt¡}t||ƒ d S )Nz comments
1,2,3,5
4,5,7,8
2,1,4,5r   rô   rR   ©r[   rõ   rž  r!  rX   r1   rä   úcomment
1,2,3,5
4,5,7,8
2,1,4,5rY   r�  r›  r„  rb  r%   r%   r&   Útest_max_rows_with_skiprowsœ  s$    


 ÿ



 ÿ z'TestLoadTxt.test_max_rows_with_skiprowsc                 C   sˆ   t ƒ }| d¡ | d¡ tj|tddd�}t ddddgd	dd
dggt¡}t||ƒ tj|tdd�}t ddd	dgt¡}t||ƒ d S )Nr  r   rô   rX   r   rR   r1   rä   rY   r�  r›  rƒ  r„  rb  r%   r%   r&   Ú$test_max_rows_with_read_continuation­  s    


ÿ 
z0TestLoadTxt.test_max_rows_with_read_continuationc                 C   sf   t ƒ }| d¡ | d¡ tj|tdddd�}t dddd	gd
d	ddgddd
d	ggt¡}t||ƒ d S )Nr$  r   rô   rR   rå   r#  rX   r1   rä   rY   r�  r›  r„  rb  r%   r%   r&   Útest_max_rows_largerº  s    


 ÿ*z TestLoadTxt.test_max_rows_largerÚskipr¿   rR   zignored
z1,2
rÖ   z3,4
Zignoredz1,2r   z3,4zignored
1,2

3,4r   z-1,0
z-1,0z-1,0
1,2

3,4c              
   C   sÆ   t jtdd| › �d��B tj|t|dd| d�}t|ddgdd	gdd
gg|d … ƒ W 5 Q R X t|tƒrt| 	d¡ t
 ¡ �@ t
 dt¡ t  t¡� tj|t|dd| d� W 5 Q R X W 5 Q R X d S )NzInput line 3.*max_rows=r1   rµ  rô   )r[   rž  rõ   r!  r÷  r   rR   rX   rY   Úerror)r‚   rÏ  r   rD   rþ   r^   r   rA   r   rJ   r|   r}   Úsimplefilterr·  )r#   r(  r¿   rK  r%   r%   r&   Útest_max_rows_empty_linesÄ  s    
ÿÿ.


ÿz%TestLoadTxt.test_max_rows_empty_linesN);r,   r-   r.   ÚstaticmethodrD   rþ   rG  rk  rl  rp   r_   rc   r‹  r’  r–  r˜  rš  r‚   rƒ   r„   r   rK   ÚimplementationÚversionrœ  rŸ  r´  r¹  r¿  rÆ  rÊ  rÌ  rÐ  rØ  rè  rì  rí  ró  rõ  rö  rø  rü  rý  r  r  r  r  r  r  ÚlocaleÚgetpreferredencodingr  r"  r%  r&  r'  r:  r   r+  r%   r%   r%   r&   rg  ­  s|   
	
			ÿ
E		
		ÿ

ÿ


*ÿ
	


ø	rg  c                   @   sN   e Zd Zdd„ Zdd„ Zdd„ Zej de	e
g¡dd	„ ƒZd
d„ Zdd„ ZdS )ÚTestfromregexc                 C   sX   t ƒ }| d¡ | d¡ dtjfdg}t |d|¡}tjdddg|d	�}t||ƒ d S )
Nz1.312 foo
1.534 bar
4.444 quxr   Únum©ÚvalZS3z([0-9.]+)\s+(...))çË¡E¶óýô?ræ   ©g%�•C‹ø?rç   ©g-²�ï§Æ@ÚquxrZ   ©r   r'   rJ   rD   Úfloat64Ú	fromregexr\   r   r¾  r%   r%   r&   rp   Þ  s    

ÿzTestfromregex.test_recordc                 C   sX   t ƒ }| d¡ | d¡ dtjfdg}t |d|¡}tjdddg|d	�}t||ƒ d S )
Nú1312 foo
1534 bar
4444 quxr   r2  r3  z(\d+)\s+(...))é   ræ   )éþ  rç   )é\  r8  rZ   )r   r'   rJ   rD   r  r;  r\   r   r¾  r%   r%   r&   Útest_record_2é  s    

ÿzTestfromregex.test_record_2c                 C   sV   t ƒ }| d¡ | d¡ dtjfg}t |d|¡}tjdddg|d�}t||ƒ d S )	Nr<  r   r2  z(\d+)\s+...)r=  )r>  )r?  rZ   r9  r¾  r%   r%   r&   Útest_record_3ô  s    

zTestfromregex.test_record_3Ú	path_typec           
   
   C   sÀ   d}t ƒ �¬}||ƒ}t|dƒ�}| d| d ¡ W 5 Q R X dtjfdg}tj|d|dd	�}tjd
d| d¡ fddg|d�}t||ƒ t	 
dt	j¡}	tj||	|dd	�}t||ƒ W 5 Q R X d S )Nr  r¼   s	   1.312 foos    
1.534 bar
4.444 quxr2  )r4  ZU4z(?u)([0-9.]+)\s+(\w+)r  rC  r5  ræ   r6  r7  rZ   z([0-9.]+)\s+(\w+))r   rÁ   r'   rD   r:  r;  r\   r4   r   r  ÚcompileÚUNICODE)
r#   rB  r  Zstr_pathrî   r§   r€   rl   rV   Úregexpr%   r%   r&   Útest_record_unicodeþ  s     ÿÿ
z!Testfromregex.test_record_unicodec                 C   sN   t  d¡}tdƒ}dtjfg}tjdddg|d�}t |||¡}t||ƒ d S )Nó   (\d)ó   123r2  rR   rX   r1   rZ   )r  rC  r   rD   r:  r\   r;  r   )r#   rE  r¢   r€   rV   rl   r%   r%   r&   Útest_compiled_bytes  s    
z!Testfromregex.test_compiled_bytesc              	   C   sB   t  d¡}tdƒ}tjtdd�� tj||tjd� W 5 Q R X d S )NrG  rH  zstructured datatyperµ  rZ   )	r  rC  r   r‚   r·  r²  rD   r;  r:  )r#   rE  r¢   r%   r%   r&   Útest_bad_dtype_not_structured  s    
z+Testfromregex.test_bad_dtype_not_structuredN)r,   r-   r.   rp   r@  rA  r‚   rƒ   r:  rË  r   rF  rI  rJ  r%   r%   r%   r&   r1  Ý  s   

r1  c                   @   sÈ  e Zd ZeejƒZdd„ Zdd„ Zdd„ Z	dd„ Z
d	d
„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd„ Zdd „ Zd!d"„ Zd#d$„ Zd%d&„ Zd'd(„ Zd)d*„ Zd+d,„ Zd-d.„ Zd/d0„ Zd1d2„ Zd3d4„ Z d5d6„ Z!d7d8„ Z"d9d:„ Z#d;d<„ Z$d=d>„ Z%d?d@„ Z&dAdB„ Z'dCdD„ Z(dEdF„ Z)dGdH„ Z*dIdJ„ Z+dKdL„ Z,dMdN„ Z-dOdP„ Z.dQdR„ Z/dSdT„ Z0dUdV„ Z1dWdX„ Z2dYdZ„ Z3d[d\„ Z4d]d^„ Z5d_d`„ Z6dadb„ Z7dcdd„ Z8dedf„ Z9dgdh„ Z:didj„ Z;dkdl„ Z<dmdn„ Z=dodp„ Z>dqdr„ Z?dsdt„ Z@dudv„ ZAdwdx„ ZBdydz„ ZCd{d|„ ZDd}d~„ ZEdd€„ ZFd�d‚„ ZGdƒd„„ ZHd…d†„ ZId‡dˆ„ ZJd‰dŠ„ ZKd‹dŒ„ ZLd�dŽ„ ZMd�d�„ ZNd‘d’„ ZOd“d”„ ZPd•d–„ ZQd—d˜„ ZRd™dš„ ZSd›dœ„ ZTd�dž„ ZUdŸd „ ZVd¡d¢„ ZWd£d¤„ ZXeYjZ [d¥d¦d§d¨g¡e\d©œdªd«„ƒZ]d¬S )­ÚTestFromTxtc                 C   s†   t dƒ}tj|dtjfdtjfgd�}tjddgddgd�}t||ƒ t d	ƒ}d
ddœ}tjddg|d�}tj||d�}t||ƒ d S )Nrm  rl   ro   rZ   ri   rj   rk   rn   zM 64.0 75.0
F 25.0 60.0rn  rr  rt  rw  r{  )r   rD   Ú
genfromtxtr  r\   r   )r#   r¿   ræ  rç  Ú
descriptorr%   r%   r&   rp   %  s    
ÿ
ÿzTestFromTxt.test_recordc                 C   sz   t dƒ}tjddgddggtd�}tj|td�}t||ƒ | d¡ tjddgddggtd�}tj|td�}t||ƒ d S )Nrm  rR   rX   r1   rY   rZ   r   )	r   rD   r\   r^   rL  r   rJ   r]   rþ   )r#   r¿   rç  ræ  r%   r%   r&   r_   4  s    

zTestFromTxt.test_arrayc                 C   sZ   t  ddddgt¡}tdƒ}t j|td�}t||ƒ tdƒ}t j|tdd	�}t||ƒ d S )
NrR   rX   r1   rY   r�  rZ   r‚  rô   rƒ  )rD   r\   r^   r   rL  r   ©r#   rç  r¿   ræ  r%   r%   r&   rc   @  s    
zTestFromTxt.test_1Dc                 C   s`   t  ddddgt¡}tdƒ}t j|tddd�}t||ƒ td	ƒ}t j|tddd�}t||ƒ d S )
NrR   rX   r1   rä   r“  rô   r”  r•  z1,2,3,5# comment
)rD   r\   r^   r   rL  r   rN  r%   r%   r&   Útest_commentsL  s    
zTestFromTxt.test_commentsc                 C   st   t  ddddgt¡}ttdd�}tdƒ}t j|fddi|—Ž}t||ƒ td	ƒ}t j|fd
di|—Ž}t||ƒ d S )NrR   rX   r1   rä   rô   rƒ  r�  Úskip_headerr“  rž  )rD   r\   r^   Údictr   rL  r   rþ   )r#   rç  rP   r¿   ræ  r%   r%   r&   rŸ  X  s    
zTestFromTxt.test_skiprowsc                 C   sš   dd„ t ddƒD ƒ}| d¡ | dd„ t dƒD ƒ¡ d|d	< td
dddd�}tjtd |¡ƒf|Ž}tjdd„ t dƒD ƒdd„ dD ƒd�}t	||ƒ d S )Nc                 S   s   g | ]}d | ‘qS )z# %ir%   rt   r%   r%   r&   r)   f  s     z0TestFromTxt.test_skip_footer.<locals>.<listcomp>rR   rå   zA, B, Cc                 S   s   g | ]}d |||f ‘qS )z%i,%3.1f,%03sr%   rt   r%   r%   r&   r)   h  s     é3   z99,99r÷  rô   Trä   rÇ  )rõ   ru  rP  Úskip_footerrÖ   c                 S   s"   g | ]}d | d | d | f‘qS )r)  r%   rt   r%   r%   r&   r)   l  s     é)   c                 S   s   g | ]}|t f‘qS r%   rs   ©r(   Ú_r%   r%   r&   r)   m  s     ÚABCrZ   )
rz   r¬   r  rQ  rD   rL  r   r·   r\   r   )r#   r¿   rP   ræ  Úctrlr%   r%   r&   Útest_skip_footere  s    
ÿzTestFromTxt.test_skip_footerc              
   C   s(  t ƒ ��}| t¡ d}tttjt|ƒdd� tjt|ƒddd�}t|t 	ddgddgddgd	d	gg¡ƒ tjt|ƒd
d�}t|t 	ddgddgddgd	d	gg¡ƒ d}tjt|ƒddd�}t|t 	ddgddgd	d	gddgg¡ƒ tjt|ƒd
dd�}t|t 	ddgddgd	d	gg¡ƒ W 5 Q R X d S )Nz1 1
2 2
3 3
4 4
5  
6  
7  
rR   )rS  F)rS  Úinvalid_raiserð   rñ   rò   ró   r1   z1 1
2  
3 3
4 4
5  
6 6
7 7
r½  )
r   rÅ   r   r   rÜ   rD   rL  r   r   r\   )r#   rÉ   ZbasestrrV   r%   r%   r&   Útest_skip_footer_with_invalidp  s8    

 ÿ  ÿ((  ÿ(  ÿz)TestFromTxt.test_skip_footer_with_invalidc              	   C   s¸   t dƒ}tjdd��:}t ddtj¡ tj|d dd�}t|d jtjkƒ W 5 Q R X t 	dd	g¡t 	d
dg¡t 	ddg¡dœ}t
|d |d ƒ t
|d |d ƒ t
|d |d ƒ d S )Nz)gender age weight
M 64.0 75.0
F 25.0 60.0Trw   ry   r   ©r[   ru  r   r	  r
  ry  r}  rz  r~  rn  ro  rp  rq  )r   r|   r}   r~   rD   ÚVisibleDeprecationWarningrL  r   Úcategoryr\   r   ©r#   r¿   r  ræ  rç  r%   r%   r&   Útest_headerˆ  s    þzTestFromTxt.test_headerc              	   C   sÒ   t dƒ}tjdd��8}t ddtj¡ tj|d d�}t|d jtjkƒ W 5 Q R X t 	dd	g¡t 	d
dg¡t 	ddg¡t 	ddg¡t 	ddg¡g}t
|jjdddddgƒ t|ƒD ]\}}t
|d|  |ƒ q²d S )Nz*A 64 75.0 3+4j True
BCD 25 60.0 5+6j FalseTrw   ry   r   rZ   r   ó   As   BCDé@   é   rz  r~  y      @      @y      @      @FÚf0Úf1Úf2Zf3rë   zf%i)r   r|   r}   r~   rD   r]  rL  r   r^  r\   r   r[   ru  rŒ   )r#   r¿   r  ræ  rç  ru   rX  r%   r%   r&   Útest_auto_dtype–  s    üzTestFromTxt.test_auto_dtypec                 C   sB   t dƒ}tj|d d�}t ddddgddd	d
gg¡}t||ƒ d S )Nz1 2 3 4
5 6 7 8
rZ   rR   rX   r1   rY   rä   rå   r�  r›  ©r   rD   rL  r\   r   ©r#   r¿   ræ  rç  r%   r%   r&   Útest_auto_dtype_uniform¦  s    z#TestFromTxt.test_auto_dtype_uniformc                 C   sZ   t dƒ}t dtfddtfdtfgfg¡}tj||dd�}tjdd	g|d
�}t||ƒ d S )Nrº  rl   ro   rº   r$   rô   rƒ  r»  r¼  rZ   )r   rD   r[   r^   r]   rL  r\   r   ©r#   r¿   Z
fancydtyperæ  rç  r%   r%   r&   r¿  ­  s
    "zTestFromTxt.test_fancy_dtypec                 C   sN   dddœ}t dƒ}d}tj|||d�}||d< tjdd	g|d
�}t||ƒ d S )N)ÚgrV   r  rr  rt  s   M 64.0 75.0
F 25.0 60.0rn  r\  ru  rw  r{  rZ   rh  )r#   rM  r¿   ru  ræ  rç  r%   r%   r&   Útest_names_overwriteµ  s    ÿÿÿz TestFromTxt.test_names_overwritec              	   C   s(   t jtdd�� t d¡ W 5 Q R X d S )Nzfname must be a string,rµ  é{   )r‚   r·  r²  rD   rL  rN  r%   r%   r&   Útest_bad_fnameÁ  s    zTestFromTxt.test_bad_fnamec              	   C   sâ   t dƒ}tjdd��:}t ddtj¡ tj|dd d�}t|d jtjkƒ W 5 Q R X tj	dd	d
gddt
fdtfgd�}t||ƒ t dƒ}tjdd��:}t ddtj¡ tj|dd d�}t|d jtjkƒ W 5 Q R X t||ƒ d S )NzN
#gender age weight
M   21  72.100000
F   35  58.330000
M   33  21.99
        Trw   ry   r   )ru  r[   r   )rx  rÔ  gfffffR@)r|  r  g
×£p=*M@)rx  rÖ  g=
×£pý5@)ro  r  rp  rq  rZ   sO   
# gender age weight
M   21  72.100000
F   35  58.330000
M   33  21.99
        ©r   r|   r}   r~   rD   r]  rL  r   r^  r\   r^   r]   r   )r#   r¿   r  ræ  rX  r%   r%   r&   Útest_commented_headerÅ  s    ÿ
z!TestFromTxt.test_commented_headerc                 C   sJ   t dƒ}tj|ttfd dd�}tjddgdtfdtfgd�}t||ƒ d S )	Nzcol1 col2
 1 2
 3 4T)r[   rû   ru  ri   rj   Zcol1Zcol2rZ   ©r   rD   rL  r^   r\   r   ri  r%   r%   r&   Útest_names_and_comments_noneâ  s    z(TestFromTxt.test_names_and_comments_nonec                 C   s€   t ƒ �p}tj |d¡}t|dƒ�}| d d¡¡ W 5 Q R X tƒ �* t 	t
¡� tj|dd� W 5 Q R X W 5 Q R X W 5 Q R X d S )Nr  r¼   õ   Ï–r  ÚasciirC  )r   rG   rî   r·   rÁ   r'   rV  r   r‚   r·  ÚUnicodeDecodeErrorrD   rL  )r#   r  Zfpathr§   r%   r%   r&   Útest_file_is_closed_on_erroré  s    z(TestFromTxt.test_file_is_closed_on_errorc              	   C   s€   t dƒ}tjdd��<}t ddtj¡ tj|ddd d�}t|d jtjkƒ W 5 Q R X tj	d	d
dt
fdtfgd�}t||ƒ d S )NúA B C D
 aaaa 121 45 9.1Trw   ry   r   ©ÚAÚCÚD)r�  ru  r[   r   )rÃ  é-   ç333333"@©rz  ú|S4r{  r|  rZ   rp  r_  r%   r%   r&   Útest_autonames_and_usecolsö  s     ÿÿz&TestFromTxt.test_autonames_and_usecolsc                 C   sJ   t dƒ}tj|tdddd„ idd�}t dd	gd
dggt¡}t||ƒ d S )NrŒ  rô   r1   c                 S   s   t | pdƒS r†  rˆ  r‰  r%   r%   r&   r_    r`  z:TestFromTxt.test_converters_with_usecols.<locals>.<lambda>r�  rŽ  rX   r‡  r�  r‘  rr  ri  r%   r%   r&   r’    s    

þz(TestFromTxt.test_converters_with_usecolsc              	   C   sŠ   t dƒ}tjdd��F}t ddtj¡ tj|ddd ddd	„ id
�}t|d jtjkƒ W 5 Q R X tj	dddt
fdtfgd�}t||ƒ d S )Nrx  Trw   ry   r   ry  r{  c                 S   s   dt | ƒ S )NrX   rˆ  r‰  r%   r%   r&   r_    r`  zDTestFromTxt.test_converters_with_usecols_and_names.<locals>.<lambda>)r�  ru  r[   ra  r   )rÃ  éZ   r~  r  r|  rZ   rp  r_  r%   r%   r&   Ú&test_converters_with_usecols_and_names  s    

þÿz2TestFromTxt.test_converters_with_usecols_and_namesc                 C   sb   ddd„ i}t dƒ}tj|dd ddg|d�}tjtdd	d
ƒdfdtjfdtfgd�}t||ƒ d S )NÚdatec                 S   s
   t | dƒS ©Nz%Y-%m-%d %H:%M:%SZ)r6   r‰  r%   r%   r&   r_    r`  z9TestFromTxt.test_converters_cornercases.<locals>.<lambda>ú2009-02-03 12:00:00Z, 72214.0rô   r¤  ©rõ   r[   ru  ra  éÙ  rX   r1   ç    `¡ñ@rZ   )r   rD   rL  r\   r   Zobject_r]   r   ©r#   Ú	converterr¿   ræ  rç  r%   r%   r&   Útest_converters_cornercases  s     ÿ
 ÿÿz'TestFromTxt.test_converters_cornercasesc                 C   s\   ddd„ i}t dƒ}tj|dd ddg|d�}tjtdd	d
ƒdfddtfgd�}t||ƒ d S )Nr„  c                 S   s   t  t| dƒ¡S r…  )rD   Z
datetime64r6   r‰  r%   r%   r&   r_  &  r`  z:TestFromTxt.test_converters_cornercases2.<locals>.<lambda>r†  rô   r¤  r‡  rˆ  rX   r1   r‰  )r„  zdatetime64[us]rZ   )r   rD   rL  r\   r   r]   r   rŠ  r%   r%   r&   Útest_converters_cornercases2#  s     ÿ
 ÿ
ÿz(TestFromTxt.test_converters_cornercases2c                 C   sb   t dƒ}tj|dddd„ id�}t|ddgƒ | d¡ tj|dd	d
d„ id�}t|ddgƒ d S )Nz1 21
  3 42
r   r   c                 S   s
   t | dƒS rÑ  rˆ  r‰  r%   r%   r&   r_  2  r`  z3TestFromTxt.test_unused_converter.<locals>.<lambda>rÓ  rÔ  rÕ  rR   c                 S   s
   t | dƒS rÑ  rˆ  r‰  r%   r%   r&   r_  7  r`  rÖ  r×  )r   rD   rL  r   rJ   ©r#   r¿   ræ  r%   r%   r&   rØ  .  s    
ÿ

ÿz!TestFromTxt.test_unused_converterc                 C   sB   dd„ }dd„ }t dƒ}t||dœdd d�}tttj|f|Ž d S )Nc                 S   s4   t d|  ¡ kr|  ¡ d p0d|  ¡ kr.|  ¡ p0dƒS )Nó   rr÷  rU  ©r]   Úlowerr  rÞ  r^  r%   r%   r&   r_  ;  s   ÿz4TestFromTxt.test_invalid_converter.<locals>.<lambda>c                 S   s4   t d|  ¡ kr|  ¡ d p0d|  ¡ kr.|  ¡ p0dƒS )Nó   %r   rU  r�  r^  r%   r%   r&   r_  =  s   ÿzgD01N01,10/1/2003 ,1 %,R 75,400,600
L24U05,12/5/2003, 2 %,1,300, 150.5
D02N03,10/10/2004,R 1,,7,145.55r<  rô   )ra  rõ   r[   )r   rQ  r   r
   rD   rL  )r#   Z
strip_randZ	strip_perr$   rP   r%   r%   r&   Útest_invalid_converter:  s     þz"TestFromTxt.test_invalid_converterc                 C   sH   t dƒ}dd„ }tj|dd|id�}t ddgd	d
gg¡}t||ƒ d S )Nz	q1,2
q3,4c                 S   s   t | dd … ƒS rh  rs   r‰  r%   r%   r&   r_  J  r`  z;TestFromTxt.test_tricky_converter_bug1666.<locals>.<lambda>rô   r   )rõ   ra  rð   rñ   rò   ró   rh  )r#   r$   Zcnvræ  rç  r%   r%   r&   Útest_tricky_converter_bug1666G  s
    z)TestFromTxt.test_tricky_converter_bug1666c                 C   s~   d}t jt|ƒdtdtid�}t jdgddtfdtfgd	�}t||ƒ t jt|ƒdtdtid�}t  d
ddg¡}t||ƒ d S )Nz2009; 23; 46rß  r   rà  )Z2009ç      7@é.   )rd  r€  re  rf  rZ   g     dŸ@r•  r–  )rD   rL  r   r]   r3   r\   r   )r#   Údstrræ  rç  r%   r%   r&   Útest_dtype_with_convertersO  s"    
  ÿÿ

  ÿz&TestFromTxt.test_dtype_with_convertersc                    s´   d}dddddœ‰ ddd	d
g}t t t ‡ fdd„dœ}tjt|ƒ|dd |d�}tjjdddg|d�}t||ƒ ddd
g}tjt|ƒ|ddd |d�}tjjdddg|d�}t||ƒ d S )Nz!1,5,-1,1:1
2,8,-1,1:n
3,3,-2,m:n
r   rR   rX   r1   )z1:1z1:nzm:1zm:n)Úe1rm   )Úe2rm   )Ze3Úi2)r�   Úi1c                    s   ˆ |   ¡  S r    r]  )rg   ©Zdmapr%   r&   r_  _  r`  zDTestFromTxt.test_dtype_with_converters_and_usecols.<locals>.<lambda>)r   rR   rX   r1   rô   )r[   rõ   ru  ra  )rR   rä   r÷  r   )rX   r›  r÷  rR   )r1   r1   éþÿÿÿr1   rZ   )r   rR   r1   )r[   rõ   r�  ru  ra  )rR   rä   r   )rX   r›  rR   )r1   r1   r1   )r^   rD   Ú
recfromcsvr   Zrecr\   r   )r#   r—  ZdtypÚconvræ  rç  r%   r�  r&   Ú&test_dtype_with_converters_and_usecols[  s$     ÿ

  ÿz2TestFromTxt.test_dtype_with_converters_and_usecolsc              	   C   sö   d}dt fdtfg}dd„ }d|i}tjt|ƒd||d�}tjdtd	ddƒfd
tdddƒfg|d�}t||ƒ ddt fdtfgfg}tt	dƒ� tjt|ƒd||d�}W 5 Q R X dt fdtfdg fg}tt	dƒ� tjt|ƒd||d�}W 5 Q R X d S )NrÙ  rÚ  rÛ  c                 S   s   t |  ¡ dƒS rÜ  rÝ  r‰  r%   r%   r&   r_  o  r`  z4TestFromTxt.test_dtype_with_object.<locals>.<lambda>rR   rß  rà  rá  rX   râ  rã  rZ   ZnestzNested fields.* not supported.*)
r^   ra   rD   rL  r   r\   r   r   r   ÚNotImplementedErrorrä  r%   r%   r&   rè  j  s8    ÿþ
ÿ ÿÿ ÿz"TestFromTxt.test_dtype_with_objectc                 C   sH   t jtdƒtd�}|d dks"t‚t jtdƒtd�}|d dksDt‚d S )NÚ1rZ   r%   ó   1Ústrings   string)rD   rL  r   ra   r¸   )r#   Úparsedr%   r%   r&   Ú#test_dtype_with_object_no_converter…  s    z/TestFromTxt.test_dtype_with_object_no_converterc                 C   sH   t dƒ}tj|dd tddtid�}tjdgddtfgd	�}t||ƒ d S )
Nzskip,skip,2001-01-01,1.0,skiprô   r<  rX   )rõ   ru  r[   r�  ra  )ú
2001-01-01rð   )r   ú|S10r   rZ   )r   rD   rL  r]   r3   r\   r   ri  r%   r%   r&   Ú'test_userconverters_with_explicit_dtypeŒ  s     ÿ
ÿz3TestFromTxt.test_userconverters_with_explicit_dtypec              
   C   s’   d}t ƒ �N}t|dƒ�}| d| d ¡ W 5 Q R X tj|dd tddtjjidd	�}W 5 Q R X tjd
| 	d¡ dfgddtfgd�}t
||ƒ d S )Nr  r¼   s   skip,skip,2001-01-01s	   ,1.0,skiprô   r<  rX   r  )rõ   ru  r[   r�  ra  r  r¨  rð   )r   z|U11r   rZ   )r   rÁ   r'   rD   rL  r]   ÚcompatÚunicoder\   r4   r   )r#   r  rî   r§   ræ  rç  r%   r%   r&   Ú,test_utf8_userconverters_with_explicit_dtype•  s     
þ
ÿz8TestFromTxt.test_utf8_userconverters_with_explicit_dtypec                 C   sB   t dƒ}t |¡}t dddddgddd	d
dgg¡}t||ƒ d S )Nz1  2  3  4   5
6  7  8  9  10rð   rñ   rò   ró   ç      @r½  ç      @rÄ  ç      "@g      $@rh  ri  r%   r%   r&   Útest_spacedelimiter¡  s    
ÿzTestFromTxt.test_spacedelimiterc                 C   sF   d}t jt|ƒdd�}t  dddgdddgd	d
dgg¡}t||ƒ d S )Nz  1  2  3
  4  5 67
890123  4r1   )rõ   rR   rX   rY   rä   éC   iz  rn  ©rD   rL  r   r\   r   ri  r%   r%   r&   Útest_integer_delimiter©  s    "z"TestFromTxt.test_integer_delimiterc                 C   sF   t dƒ}tj|tdddd„ id�}t dddd	d
gt¡}t||ƒ d S )Nr…  rô   r1   c                 S   s   t | pdƒS r†  rˆ  r‰  r%   r%   r&   r_  ³  r`  z*TestFromTxt.test_missing.<locals>.<lambda>rŠ  rR   rX   r‡  rä   rr  ri  r%   r%   r&   r‹  °  s    

ÿzTestFromTxt.test_missingc                 C   sj   d}t jt|ƒddd�}t  dt jdt jfdt jdfg¡}t jd	d
dgtd�}t|j|ƒ t|j|ƒ d S )Nz1	2	3
	2	
1		3r  T)rõ   Úusemaskrâ   rX   rR   r1   ©r   r   r   ©rR   r   rR   ©r   rR   r   rZ   )	rD   rL  r   r\   ÚnanÚboolr   r¿   Úmask)r#   rû  ræ  Zctrl_dZctrl_mr%   r%   r&   Útest_missing_with_tabs·  s    ÿ"z"TestFromTxt.test_missing_with_tabsc                 C   sþ   t  ddgddggt¡}tƒ }t  ||¡ | d¡ t j|tdd�}t||d d …df ƒ t  dddgdddggt¡}tƒ }t  ||¡ | d¡ t j|td	d�}t||d d …dd …f ƒ | d¡ t j|tt  ddg¡d�}t||d d …dd …f ƒ d S )
NrR   rX   r1   rY   r   r   r¡  rä   ri   )rD   r\   r]   r   rÙ   rJ   rL  r   rN  r%   r%   r&   r´  Á  s    


zTestFromTxt.test_usecolsc                 C   sB   d}t jt|ƒddd�}t jddgdd„ d	D ƒd
�}t||ƒ d S )Nú1 2 3
4 5 6úa, b, cza, c)ru  r�  r�  ©rY   rå   c                 S   s   g | ]}|t f‘qS r%   rs   rU  r%   r%   r&   r)   Û  s     z3TestFromTxt.test_usecols_as_css.<locals>.<listcomp>ÚacrZ   r³  ©r#   r¿   ræ  rX  r%   r%   r&   Útest_usecols_as_cssÖ  s    
 ÿzTestFromTxt.test_usecols_as_cssc                 C   sZ   t dƒ}ddg}ddg}tj|dtt||ƒƒd�}t|d dd	gƒ t|d d
dgƒ d S )NzJOE 70.1 25.3
BOB 60.5 27.9r¤  r¥  r¦  r§  r¨  r©  rª  r«  r¬  r­  )r   rD   rL  r  rÐ   r   )r#   r¿   ru  r³  ræ  r%   r%   r&   Ú"test_usecols_with_structured_dtypeÞ  s      ÿz.TestFromTxt.test_usecols_with_structured_dtypec                 C   s*   t jtdƒdd�}t|t  ddg¡ƒ d S )Ns   1 2 3
4 5 6r   r¯  rð   ró   )rD   rL  r   r   r\   )r#   ræ  r%   r%   r&   Útest_usecols_with_integerè  s    z%TestFromTxt.test_usecols_with_integerc                 C   sx   t jddgdtfdtfgd�}d}tdd�}t jt|ƒfd	d
i|—Ž}t||ƒ t jt|ƒfd	di|—Ž}t||ƒ d S )Nr�  r¿  rV   r¢   rZ   r½  r¾  )ru  r�  ©r   r÷  )rV   r¢   )rD   r\   r]   rQ  rL  r   r   )r#   rX  r¿   rP   ræ  r%   r%   r&   Útest_usecols_with_named_columnsí  s    

ÿÿz+TestFromTxt.test_usecols_with_named_columnsc              	   C   s`   t ƒ �P}|jdd� tƒ }t |¡}t|t g ¡ƒ tj|dd�}t|t g ¡ƒ W 5 Q R X d S )Nzgenfromtxt: Empty input file:)ÚmessagerR   )rP  )r   rÅ   r   rD   rL  r   r\   )r#   rÉ   r¿   ræ  r%   r%   r&   rÐ  ø  s    
zTestFromTxt.test_empty_filec                 C   s\   t dƒ}t dtfddtfdtfgfg¡}tj||ddd�}tjd	d
g|d�}t||ƒ d S )Nrº  rl   ro   rº   r$   rô   T)r[   rõ   rµ  r»  r¼  rZ   )	r   rD   r[   r^   r]   rL  Úmar\   r   rk  r%   r%   r&   Útest_fancy_dtype_alt  s
    "z TestFromTxt.test_fancy_dtype_altc                 C   sl   t dƒ}t ddtfdtfdtdfg¡}tj||d�}tjdd	d
dddgdddggfg|d�}t||ƒ d S rÀ  )r   rD   r[   r]   r^   rL  r\   r   r¾  r%   r%   r&   rÆ    s    ÿ ÿzTestFromTxt.test_shaped_dtypec                 C   sÊ   t dƒ}tdddd�}tj|fd ddœ|—Ž}tjddgd	d
gdtfdtfgd�}t||ƒ t|j|jƒ | 	d¡ tj|fddi|—Ž}tjddgd	d
gdt
fdt
fgd�}t||ƒ t|j|jƒ d S )NúA,B
0,1
2,N/Arô   úN/AT©rõ   Úmissing_valuesru  ©r[   rµ  r  ©rX   r÷  ©FF©FTrz  ÚB©r»  r[   r   rµ  )r   rQ  rD   rL  rÈ  r\   r^   r   r»  rJ   r]   ©r#   r¿   rP   ræ  rç  r%   r%   r&   Útest_withmissing  s"    
þ


þ
zTestFromTxt.test_withmissingc                 C   s  d}t d ddd�}dtfdtfdtfg}tjt|ƒfdd	i|—Ž}tjd
dddgddddg|d�}t	||ƒ ||d< tjt|ƒfddddœddœ|—Ž}tjd
dddgddddg|d�}t	||ƒ tjt|ƒfddddœddœ|—Ž}tjd
dddgddddg|d�}t	||ƒ d S )Nz4A, B, C
0, 0., 0j
1, N/A, 1j
-9, 2.2, N/A
3, -99, 3jrô   T)r[   rõ   ru  rz  rÒ  r{  rÍ  rË  )r   rU  y                )rR   r‡  r   )r4  gš™™™™™@ù       €     8�À)r1   é�ÿÿÿy              @r¶  r¸  )r   r   rR   rÓ  r[   r4  r×  rÖ  ©r   rR   rX   )rÍ  rµ  r·  )r   rÒ  r{  )
rQ  r^   r]   r›   rD   rL  r   rÈ  r\   r   )r#   r¿   Z
basekwargsZmdtyperæ  rç  r%   r%   r&   Útest_user_missing_values'  sV    ÿ ÿ
ý

 ÿÿ ÿ
ý

þý ÿ
ýz$TestFromTxt.test_user_missing_valuesc              	   C   sD  t jddgdtfdtfgd�}d}tdtdd	d
ddœddddœd�}t jt|ƒf|Ž}t jddgdd„ dD ƒd�}t||ƒ t jt|ƒfddi|—Ž}t jddgdd„ dD ƒd�}t||ƒ d}t jt|ƒdtddd�}t  ddddgddd d!gg¡}t||ƒ t jt|ƒdtdd"d�}t  ddd"dgdd"d d!gg¡}t||ƒ d S )#N)r   r1   )rY   r‡  rV   rœ   rZ   zN/A, 2, 3
4, ,???rô   za,b,crË  rÕ   z???)r   rœ   rX   r   r‡  )rõ   r[   ru  rÍ  Úfilling_values)r   rX   r1   )rY   r   r‡  c                 S   s   g | ]}|t f‘qS r%   rˆ  rU  r%   r%   r&   r)   R  s     z8TestFromTxt.test_user_filling_values.<locals>.<listcomp>Úabcr�  rÅ  c                 S   s   g | ]}|t f‘qS r%   rˆ  rU  r%   r%   r&   r)   V  s     rÀ  z1,2,*,4
5,*,7,8
Ú*)rõ   r[   rÍ  rÚ  rR   rX   rY   rä   r�  r›  r÷  )rD   r\   r^   rQ  rL  r   r   )r#   rX  r¿   rP   ræ  Zdata2r%   r%   r&   Útest_user_filling_valuesG  s:    

ü
ÿ

 ÿ
 ÿz$TestFromTxt.test_user_filling_valuesc                 C   s^   t dƒ}tj|d ddddd�}tjddgdd	gd
tfdtfgd�}t||ƒ t|j|jƒ d S )NzA,B
0,1.5
2,-999.00rô   z-999.0T)r[   rõ   rÍ  ru  rµ  )r   r®  )rX   g      ð¿rÐ  rÑ  rz  rÒ  rÓ  )	r   rD   rL  rÈ  r\   r^   r]   r   r»  ri  r%   r%   r&   Útest_withmissing_floatc  s    
  ÿ
þ
z"TestFromTxt.test_withmissing_floatc                 C   sV   t dƒ}tj|d ddd�}tjdddgdd	d
ggdddgdddggd�}t||ƒ d S )Nz1 2 3
4 5 6
ú2,5T©r[   rÍ  rµ  rR   rX   r1   rY   rä   rå   r   )r»  )r   rD   rL  rÈ  r\   r   ri  r%   r%   r&   Útest_with_masked_column_uniformm  s     ÿ.z+TestFromTxt.test_with_masked_column_uniformc                 C   sR   t dƒ}tj|d ddd�}tjddgddgdtfd	tfd
tfgd�}t||ƒ d S )NzTrue 2 3
False 5 6
rß  Trà  râ   )r   rä   rå   r¸  rd  re  rf  rÓ  )r   rD   rL  rÈ  r\   rº  r^   r   ri  r%   r%   r&   Útest_with_masked_column_variousu  s     ÿ
þz+TestFromTxt.test_with_masked_column_variousc                    s²   dgd }t dƒD ]}d|d| < q| dd¡ td |¡ƒ‰td	d d
d�‰ ‡ ‡fdd„}tt|ƒ}tt|ƒdƒ t|t	j
ddd„ dD ƒd�ƒ ˆ d¡ ttt	jˆd	d
d� d S )Nú1, 1, 1, 1, 1r,  rä   ú2, 2, 2, 2 2rÇ  r   úa, b, c, d, erÖ   rô   T©rõ   r[   ru  c                      s   t jˆfddiˆ —ŽS )NrZ  F©rD   rL  r%   ©rP   Úmdatar%   r&   r§   ˆ  s    z)TestFromTxt.test_invalid_raise.<locals>.fr}  c                 S   s   g | ]}|t f‘qS r%   rˆ  rU  r%   r%   r&   r)   Œ  s     z2TestFromTxt.test_invalid_raise.<locals>.<listcomp>ÚabcderZ   ©rõ   ru  )rz   Úinsertr   r·   rQ  r   r   r   ÚlenrD   r{   rJ   r   rÜ   rL  )r#   r¿   ru   r§   Úmtestr%   rè  r&   Útest_invalid_raise  s    



 ÿzTestFromTxt.test_invalid_raisec                    sü   dgd }t dƒD ]}d|d| < q| dd¡ td |¡ƒ‰td	d d
dd�‰ ‡ ‡fdd„}tt|ƒ}tt|ƒdƒ t|t	j
ddd„ dD ƒd�ƒ ˆ d¡ t	jˆfddiˆ —Ž}tt|ƒdƒ t	j
ddd„ dD ƒd�}d|dd„ t dƒD ƒ< t||ƒ d S )Nrã  r,  rä   rä  rÇ  r   rå  rÖ   rô   TF)rõ   r[   ru  rZ  c                      s   t jˆfddiˆ —ŽS )Nr�  )r   rY   rç  r%   rè  r%   r&   r§   œ  s    z6TestFromTxt.test_invalid_raise_with_usecols.<locals>.fr}  c                 S   s   g | ]}|t f‘qS r%   rˆ  rU  r%   r%   r&   r)      s     z?TestFromTxt.test_invalid_raise_with_usecols.<locals>.<listcomp>ZaerZ   r�  r  c                 S   s   g | ]}|t f‘qS r%   rˆ  rU  r%   r%   r&   r)   ¥  s     Úabrù  c                 S   s   g | ]}d | ‘qS )rÇ  r%   rU  r%   r%   r&   r)   ¦  s     )rz   rì  r   r·   rQ  r   r   r   rí  rD   r{   rJ   rL  )r#   r¿   ru   r§   rî  rç  r%   rè  r&   Útest_invalid_raise_with_usecols’  s$    
ÿ

z+TestFromTxt.test_invalid_raise_with_usecolsc                 C   sR   dgd }t d |¡ƒ}ddd„ i}td|dd	„ d
D ƒd�}tttj|f|Ž d S )Nz1, 1, 1, 1, -1.1r,  rÖ   rY   c                 S   s   d|   ¡  S )Nz(%s)r]  r^  r%   r%   r&   r_  ®  r`  z5TestFromTxt.test_inconsistent_dtype.<locals>.<lambda>rô   c                 S   s   g | ]}|t f‘qS r%   rˆ  rU  r%   r%   r&   r)   °  s     z7TestFromTxt.test_inconsistent_dtype.<locals>.<listcomp>rê  )rõ   ra  r[   )r   r·   rQ  r   rÜ   rD   rL  )r#   r¿   ré  ra  rP   r%   r%   r&   Útest_inconsistent_dtype©  s    
ÿz#TestFromTxt.test_inconsistent_dtypec                 C   sL   d}t jt|ƒdd dd�}t jddgdtfdtfd	tfgd
�}t||ƒ d S )Nú0, 1, 2.3
4, 5, 6.7rô   úf%02i©rõ   r[   Z
defaultfmt©r   rR   çffffff@)rY   rä   çÍÌÌÌÌÌ@Zf00Zf01Zf02rZ   )rD   rL  r   r\   r^   r]   r   ©r#   r¿   rî  rX  r%   r%   r&   Útest_default_field_format³  s    
  ÿ
ÿz%TestFromTxt.test_default_field_formatc                 C   sF   d}t jt|ƒdtdd�}t jdddgdd	d
ggtd�}t||ƒ d S )Nró  rô   rô  rõ  rU  rð   r÷  ró   r®  rø  rZ   ©rD   rL  r   r]   r\   r   rù  r%   r%   r&   Útest_single_dtype_wo_names¼  s    
  ÿz&TestFromTxt.test_single_dtype_wo_namesc                 C   sD   d}t jt|ƒdtdd�}t jddgdd„ d	D ƒd
�}t||ƒ d S )Nró  rô   r¾  ræ  ©rU  rð   r÷  ©ró   r®  rø  c                 S   s   g | ]}|t f‘qS r%   rs   rU  r%   r%   r&   r)   Ê  s     zBTestFromTxt.test_single_dtype_w_explicit_names.<locals>.<listcomp>rÛ  rZ   rû  rù  r%   r%   r&   Ú"test_single_dtype_w_explicit_namesÄ  s    
  ÿ
ÿz.TestFromTxt.test_single_dtype_w_explicit_namesc                 C   sD   d}t jt|ƒdtdd�}t jddgdd„ d	D ƒd
�}t||ƒ d S )Nza, b, c
0, 1, 2.3
4, 5, 6.7rô   Træ  rý  rþ  c                 S   s   g | ]}|t f‘qS r%   rs   rU  r%   r%   r&   r)   Ó  s     zBTestFromTxt.test_single_dtype_w_implicit_names.<locals>.<listcomp>rÛ  rZ   rû  rù  r%   r%   r&   Ú"test_single_dtype_w_implicit_namesÍ  s    
  ÿ
ÿz.TestFromTxt.test_single_dtype_w_implicit_namesc                 C   sR   d}t jt|ƒdtttfdd�}t jddgdtfdtfd	tfgd
�}t||ƒ d S )Nró  rô   zf_%02irõ  )r   rð   r÷  )rY   r®  rø  Zf_00Zf_01Zf_02rZ   ©rD   rL  r   r^   r]   r\   r   rù  r%   r%   r&   Útest_easy_structured_dtypeÖ  s     ÿ
ÿz&TestFromTxt.test_easy_structured_dtypec              	   C   s   d}t dd d�}tjdd��<}t ddtj¡ tjt|ƒf|Ž}t|d j	tjkƒ W 5 Q R X tj
d	gd
dtfdgd�}t||ƒ tjdd��D}t ddtj¡ tjt|ƒfddi|—Ž}t|d j	tjkƒ W 5 Q R X tj
dgddtfdgd�}t||ƒ d S )Nz01/01/2003  , 1.3,   abcderô   )rõ   r[   Trw   ry   r   r   )z01/01/2003  çÍÌÌÌÌÌô?z   abcde)rd  z|S12re  )rf  r  rZ   Z	autostrip)z
01/01/2003r  rê  )rd  r©  )rf  z|S5)rQ  r|   r}   r~   rD   r]  rL  r   r   r^  r\   r]   r   )r#   r¿   rP   r  rî  rX  r%   r%   r&   Útest_autostripß  s$    ÿ
ÿzTestFromTxt.test_autostripc                 C   sÚ   d}t jt|ƒddd d�}dtfdtfdtfg}t jd|d	�}t||ƒ t jt|ƒddd d
d
d�}dtfdtfdtfg}t jd|d	�}t||ƒ t jt|ƒddd d
d�}dtfdtfdtfg}t jd|d	�}t||ƒ d S )NzA.A, B (B), C:C
1, 2, 3.14rô   T©rõ   ru  r[   ÚAAÚB_BÚCC)rR   rX   g…ëQ¸	@rZ   r   ©rõ   ru  r[   Zreplace_spaceÚdeletecharsúA.AúB (B)úC:C©rõ   ru  r[   r
  úB_(B)r  ©r#   rû  ræ  Z
ctrl_dtyperX  r%   r%   r&   Útest_replace_spaceò  s8    
  ÿ

   þ

  þzTestFromTxt.test_replace_spacec                 C   sÚ   d}t jt|ƒddtd�}dtfdtfdtfg}t jd|d	�}t||ƒ t jt|ƒddtd
d
d�}dtfdtfdtfg}t jd|d	�}t||ƒ t jt|ƒddtd
d�}dtfdtfdtfg}t jd|d	�}t||ƒ d S )NzA.A, B (B), C:C
1, 2, 3rô   Tr  r  r  r  râ   rZ   r   r	  r  r  r  r  r  )rD   rL  r   r^   r\   r   r  r%   r%   r&   Útest_replace_space_known_dtype
  s8    
  ÿ

   þ

  þz*TestFromTxt.test_replace_space_known_dtypec                 C   s‚   d}t ddd�}tjddgdd„ d	D ƒd
�}tjt|ƒfdd i|—Ž}t||ƒ tjddgdd„ d	D ƒd
�}tjt|ƒf|Ž}d S )NzA,,C
0,1,2
3,4,5rô   Trë  rØ  )r1   rY   rä   c                 S   s   g | ]}|t f‘qS r%   rˆ  rU  r%   r%   r&   r)   (  s     z5TestFromTxt.test_incomplete_names.<locals>.<listcomp>)rz  rd  r{  rZ   r[   c                 S   s   g | ]}|t f‘qS r%   rs   rU  r%   r%   r&   r)   -  s     )rQ  rD   r\   rL  r   r   ©r#   r¿   rP   rX  ræ  r%   r%   r&   Útest_incomplete_names"  s    
ÿ

ÿz!TestFromTxt.test_incomplete_namesc                 C   sP   d}t jt|ƒtttfdd�}t jddgdtfdtfdtfgd�}t||ƒ d S )	Nz1 2 3
 4 5 6rV   r\  râ   rã   rd  re  rZ   r  rÁ  r%   r%   r&   Útest_names_auto_completion0  s    
 ÿ
ÿz&TestFromTxt.test_names_auto_completionc                 C   sŠ   d}d}t jt|ƒtttfdddd�}t|jj|ƒ t jt|ƒtttfdddd�}t|jj|ƒ t jt|ƒtdddd�}t|jj|ƒ d S )Nz'A,B,C,D,E
0,1,2,3,4
0,1,2,3,4
0,1,2,3,4)rz  r{  ÚErô   )r   rX   rY   T)r[   rõ   r�  ru  )rD   rL  r   r^   r   r[   ru  )r#   r¿   Z
ctrl_namesræ  r%   r%   r&   Útest_names_with_usecols_bug16369  s.    
  þ
  þ
  þz+TestFromTxt.test_names_with_usecols_bug1636c                 C   s¤   d}t ddd d�}tjddgdtfdtfd	tfgd
�}tjt|ƒf|Ž}t||ƒ t ddd d�}tjddgdtfdtfd	tfgd
�}tjt|ƒf|Ž}t||ƒ d S )Nz-    A    B   C
    0    1 2.3
   45   67   9.)rä   rä   rY   Tr  rö  )r}  r²  r°  rz  rÒ  r{  rZ   rä   )rQ  rD   r\   r^   r]   rL  r   r   r  r%   r%   r&   Útest_fixed_width_namesL  s    
ÿ

ÿz"TestFromTxt.test_fixed_width_namesc                 C   sX   d}t dd dd�}tjdddgdddgd	d
dggtd�}tjt|ƒf|Ž}t||ƒ d S )Ns   1, 2, 3
1, , 5
0, 6, 
rô   r‡  )rõ   r[   rÚ  rR   rX   r1   rä   r   rå   rZ   )rQ  rD   r\   r^   rL  r   r   r  r%   r%   r&   Útest_filling_values[  s
    &zTestFromTxt.test_filling_valuesc              	   C   sÄ   t jdd��@}t  ddtj¡ tjtdƒd d dd�}t|d jtjkƒ W 5 Q R X t	|d	 d
ƒ t jdd��@}t  ddtj¡ tjtdƒd d dd�}t|d jtjkƒ W 5 Q R X t	|d	 dƒ d S )NTrw   ry   r   ztest1,testNonetherestofthedatarô   ©r[   rû   rõ   r   rR   s   testNonetherestofthedataztest1, testNonetherestofthedatas    testNonetherestofthedata)
r|   r}   r~   rD   r]  rL  r   r   r^  r   )r#   r  ræ  r%   r%   r&   Útest_comments_is_nonec  s$    
  ÿ
  ÿz!TestFromTxt.test_comments_is_nonec              	   C   sf  d}d}d| d }|| | }t jdd��@}t  ddtj¡ tjt|ƒd d d	d
�}t|d jtjkƒ W 5 Q R X t	|d dƒ t	|d d| ƒ t	|d dƒ tjt|ƒd d d	dd�}t	|d dƒ t	|d d| 
d¡ ƒ t	|d dƒ t jdd��D}t  ddtj¡ tjtd| ƒd d d	d
�}t|d jtjkƒ W 5 Q R X t	|d dƒ t	|d d| ƒ d S )Ns   öüöó   norm1,norm2,norm3
ó   test1,testNonetheó   ,test3
Trw   ry   r   rô   r  r   )rR   r   ó   test1)rR   rR   ó   testNonetheri   ó   test3r0   ©r[   rû   rõ   r  Útest1ÚtestNonetheÚtest3ó   0,testNonetherd  re  )r|   r}   r~   rD   r]  rL  r   r   r^  r   r4   )r#   r0   ÚnormÚencr$   r  ræ  r%   r%   r&   Útest_latin1r  sD    
  ÿ
  þ  ÿzTestFromTxt.test_latin1c                 C   s6   d}| j t|ƒd dd�}t|t | d¡ ¡ ¡ƒ d S rY  )rG  r   r   rD   r\   r4   r  rZ  r%   r%   r&   Útest_binary_decode_autodtypeŽ  s    z(TestFromTxt.test_binary_decode_autodtypec              	   C   s¦   d}d}d| d }|| | }t jdd��@}t  ddtj¡ tjt|ƒd d d	d
�}t|d jtjkƒ W 5 Q R X t 	dddgdd| dgdddgg¡}t
||ƒ d S )Nr  r  r  r  Trw   ry   r   rô   r  r   s   norm1s   norm2s   norm3r  r   r!  )r|   r}   r~   rD   r]  rL  r   r   r^  r\   r   )r#   r  r'  r(  r$   r  ræ  Úctlr%   r%   r&   Útest_utf8_byte_encoding“  s$    
  ÿýz#TestFromTxt.test_utf8_byte_encodingc              
   C   sö   d}t ƒ �â}t|dƒ�}| d| d d ¡ W 5 Q R X tj|d d ddd�}tjd	d
| d¡ dgd	d
| d¡ dggtjd�}t||ƒ t|dƒ�}| d| ¡ W 5 Q R X tj|d d ddd�}t	|d dƒ t	|d d
| d¡ ƒ W 5 Q R X d S )Nr  r¼   r  r  rX   rô   r  r"  r#  r$  r%  rZ   r&  rd  r   re  )
r   rÁ   r'   rD   rL  r\   r4   r  r   r   )r#   r  rî   r§   ræ  r+  r%   r%   r&   Útest_utf8_file£  s.     
 ÿþý

 ÿzTestFromTxt.test_utf8_filec           	   
   C   s"  d}d}zt  ¡ }| |¡ W n" ttfk
r@   t d¡ Y nX tƒ �Ð}t 	|d¡�4}| 
d¡ | 
d| d ¡ | 
d| d	 ¡ W 5 Q R X tjd
d��<}t ddtj¡ tj|d d dd�}t|d jtjkƒ W 5 Q R X tjdddgd|dgdd| dggtjd�}t||ƒ W 5 Q R X d S )Nrt  u   Ã¶Ã¼Ã¶zTSkipping test_utf8_file_nodtype_unicode, unable to encode utf8 in preferred encodingrA  znorm1,norm2,norm3
znorm1,z,norm3
ztest1,testNonethez,test3
Trw   ry   r   rô   r  r   Znorm1Znorm2Znorm3r#  r$  r%  rZ   )r/  r0  rV  ÚUnicodeErrorÚImportErrorr‚   r(  r   re  rÁ   r'   r|   r}   r~   rD   r]  rL  r   r^  r\   r  r   )	r#   r  r0   r  rî   r§   r  ræ  r+  r%   r%   r&   Útest_utf8_file_nodtype_unicode¸  s8    
ÿ
ÿýüz*TestFromTxt.test_utf8_file_nodtype_unicodec                 C   sÌ   t dƒ}tdddd�}tj|f|Ž}tjddgdtfd	tfgd
�}tt|tjƒƒ t	||ƒ t dƒ}tj|fd ddœ|—Ž}t
jddgddgdtfd	tfgd�}t	||ƒ t	|j|jƒ t	|jddgƒ d S )NúA,B
0,1
2,3rô   rË  TrÌ  r  r<  rz  rÒ  rZ   rÊ  rÎ  rÏ  rÐ  rÑ  rÓ  r   rX   )r   rQ  rD   Ú
recfromtxtr\   r^   r   rA   Úrecarrayr   rÈ  r»  rz  rÔ  r%   r%   r&   Útest_recfromtxtÛ  s"    
ÿ

þ
zTestFromTxt.test_recfromtxtc                 C   sÈ  t dƒ}tdddd�}tj|fdd i|—Ž}tjddgdtfd	tfgd
�}tt|tjƒƒ t	||ƒ t dƒ}tj|fd ddœ|—Ž}t
jddgddgdtfd	tfgd�}t	||ƒ t	|j|jƒ t	|jddgƒ t dƒ}tj|dd�}tjddgdtfdtfgd
�}tt|tjƒƒ t	||ƒ t dƒ}dtfdtfg}tj|d|d�}tjddg|d
�}tt|tjƒƒ t	||ƒ t dƒ}tj|ddd„ id�}tjddgdtdffgd
�}t	|j|jƒ t	||ƒ d S )Nr1  rË  T©rÍ  ru  Zcase_sensitiver[   r  r<  rz  rÒ  rZ   rÊ  rÎ  rÏ  rÐ  rÑ  rÓ  r   rX   )rÍ  rV   rœ   )rÍ  r[   zcolor
"red"
"blue"c                 S   s
   |   d¡S )Nó   ")rÞ  r^  r%   r%   r&   r_  	  r`  z-TestFromTxt.test_recfromcsv.<locals>.<lambda>)ra  )Zred)ZblueÚcolorrY   )r   rQ  rD   rŸ  r\   r^   r   rA   r3  r   rÈ  r»  rz  r]   r3   r[   )r#   r¿   rP   ræ  rç  r[   r%   r%   r&   Útest_recfromcsvî  sJ    
ÿ

þ

ÿ

ÿ
zTestFromTxt.test_recfromcsvc              	   C   sâ  d}t |ƒ}tj|dd�}t |¡}t|ddgddgddggƒ t|d	d
gddggƒ tttjt |ƒdd� d}tjt |ƒdd�}t ddgddgg¡}t||ƒ tttjt |ƒddd� tttjt |ƒdd� tƒ ��}| t	¡ tjt |ƒddd�}t ddgddgddgddgg¡}t||ƒ tjt |ƒddd�}t ddgddgddgddgg¡}t||ƒ W 5 Q R X d}t |ƒ}tj|dddd�}tjdddgddgd�}t||ƒ tj|d |j
d�}tjd d!gddgd�}t||ƒ d S )"Nz1 2
3 4
5 6
7 8
9 10
r1   )r!  rR   rX   rY   rä   rå   r�  r›  r‘  rÇ  r   z1 1
2 2
0 
3 3
4 4
5  
6  
7  
rð   rñ   )rS  r!  F)r!  rZ  rò   ró   z"a b
#c d
1 1
2 2
#0 
3 3
4 4
5  5
T)rP  r!  ru  )rð   rð   )rñ   rñ   )rò   rò   )r¢   ú<f8)r€  r9  rZ   )r!  r[   )ró   ró   )r®  r®  )r   rD   rL  r   r   rÜ   r\   r   rÅ   r   r[   )r#   r¿   rû  Za1Za2ræ  rç  rÉ   r%   r%   r&   r"  	  sF    

ÿ
"
"ÿ

ÿzTestFromTxt.test_max_rowsc                 C   st   t  d¡ d¡}d}|D ]V}d| d }tƒ �0}t|dƒ�}| |¡ W 5 Q R X t  |¡}W 5 Q R X t||ƒ qd S )Nrå   r<  r=  r?  r@  r  )rD   rE  rF  r   rÁ   r'   rL  r   )r#   rë  rI  rJ  r¿   r@   r§   rK  r%   r%   r&   Útest_gft_using_filenameM	  s    z#TestFromTxt.test_gft_using_filenamec           	      C   s¢   t  d¡ d¡}d}|D ]„}d| d }tƒ }tj|dd��}| t|ƒ¡ W 5 Q R X tdd	��6}t	|dƒ�}| |¡ W 5 Q R X t
t  |¡|ƒ W 5 Q R X qd S )
Nrå   r<  r=  r?  r@  r  ©ÚfileobjrB  z.gz2r©   )rD   rE  rF  r   rM  ÚGzipFiler'   r   r   rÁ   r   rL  )	r#   rH  rI  rJ  r¿   r$   rl  r@   r§   r%   r%   r&   Útest_gft_from_gzip[	  s    zTestFromTxt.test_gft_from_gzipc                 C   s(   dd„ }t  |ƒ ¡}t|t  d¡ƒ d S )Nc                  s   s    t dƒD ]} td|  ƒV  qd S r  )rz   r   r  r%   r%   r&   r  m	  s    z3TestFromTxt.test_gft_using_generator.<locals>.countrÇ  )rD   rL  r   rE  r  r%   r%   r&   Útest_gft_using_generatork	  s    z$TestFromTxt.test_gft_using_generatorc                 C   s’   t dƒ}tj|d d�}t|jjdddgƒ t|jd tkƒ t|jd tjkƒ t|jd tj	kƒ t
|d dƒ t|d dƒ t|d dƒ d S )	Nz%73786976294838206464 17179869184 1024rZ   rd  re  rf  g      Dl        i   )r   rD   rL  r   r[   ru  r   r]   r°  Úint_r   rŽ  r%   r%   r&   Útest_auto_dtype_largeintt	  s    z$TestFromTxt.test_auto_dtype_largeintc                 C   sj   t dƒ}tj|ddd�\}}}t|t ddddg¡ƒ t|t d	d
ddg¡ƒ t|t dddd	g¡ƒ d S )Nz1,2,3
4,5,6
7,8,9
0.0,1.0,2.0rô   T)rõ   r  rð   ró   r¯  rU  rñ   r®  rÄ  rò   r½  r°  )r   rD   rþ   r   r\   )r#   rû  rV   rœ   r¢   r%   r%   r&   Útest_unpack_float_data�	  s
    z"TestFromTxt.test_unpack_float_datac                 C   sž   t dƒ}dddœ}tj||dd�\}}}t|jt d¡ƒ t|jt d¡ƒ t|jt d	¡ƒ t|t d
dg¡ƒ t|t ddg¡ƒ t|t ddg¡ƒ d S )Nr  r  rr  rt  Tr  rs  rm   rë   r	  r
  rÔ  r  r  r  )r   rD   rL  r   r[   r   r\   r  r%   r%   r&   r  ”	  s    
z"TestFromTxt.test_unpack_structuredc                 C   sr   t dƒ}t ddg¡t ddg¡t ddg¡f}tj|d dd	d
�}t||ƒD ] \}}t||ƒ t|j|jƒ qLd S )NzM 21 72.
F 35 58.rx  r|  rÔ  r  r  r  Tzutf-8)r[   r  r  )r   rD   r\   rL  rÐ   r   r   r[   )r#   rû  Úexpectedræ  rN   Úresultr%   r%   r&   Útest_unpack_auto_dtype¡	  s    (
z"TestFromTxt.test_unpack_auto_dtypec                 C   sR   t dƒ}dddœ}tjddgtjd�}tj||dd	�}t||ƒ t|j|jƒ d S )
Nz21
35r‘   ©rm   rt  rÔ  r  rZ   Tr  )r   rD   r\   r  rL  r   r   r[   ©r#   rû  r€   rC  ræ  r%   r%   r&   Útest_unpack_single_name«	  s    

z#TestFromTxt.test_unpack_single_namec                 C   sZ   t dƒ}dddœ}tjdtjd�}tj||dd�}t||ƒ td	|jƒ t|j|jƒ d S )
Nr£  r‘   rF  rt  r   rZ   Tr  r%   )	r   rD   r\   r  rL  r   r   rT   r[   rG  r%   r%   r&   Útest_squeeze_scalarµ	  s    

zTestFromTxt.test_squeeze_scalarÚndimr   rR   rX   )rJ  c                 C   s6   d}t jt|ƒ|d�}t jt|ƒ|d�}t||ƒ d S )NZ42r  )rD   rþ   r   rL  r   )r#   rJ  rû  rV   rœ   r%   r%   r&   r  Á	  s    zTestFromTxt.test_ndmin_keywordN)^r,   r-   r.   r,  rD   rL  rG  rp   r_   rc   rO  rŸ  rY  r[  r`  rg  rj  r¿  rm  ro  rq  rs  rw  r�  r’  rƒ  rŒ  r�  rØ  r“  r”  r˜  r¡  rè  r§  rª  r­  r±  r´  r‹  r¼  r´  rÂ  rÃ  rÄ  rÆ  rÐ  rÉ  rÆ  rÕ  rÙ  rÝ  rÞ  rá  râ  rï  rñ  rò  rú  rü  rÿ  r   r  r  r  r  r  r  r  r  r  r  r)  r*  r,  r-  r0  r4  r8  r"  r:  r>  r?  rA  rB  r  rE  rH  rI  r‚   rƒ   r:  r^   r  r%   r%   r%   r&   rK  "  sª   
		

	 


					#)6	

rK  c                   @   sT   e Zd Zdd„ Zdd„ Zdd„ Zdd„ Zd	d
„ Zdd„ Zdd„ Z	dd„ Z
dd„ ZdS )ÚTestPathUsagec              	   C   sX   t dd��D}t|ƒ}t ddgddgg¡}t ||¡ t |¡}t||ƒ W 5 Q R X d S )Nú.txtr©   gš™™™™™ñ?rX   r1   rY   )r   r   rD   r\   rÙ   rþ   r   )r#   rî   rV   rl   r%   r%   r&   Útest_loadtxtÏ	  s    
zTestPathUsage.test_loadtxtc              	   C   sZ   t dd��F}t|ƒ}t ddgddggt¡}t ||¡ t |¡}t||ƒ W 5 Q R X d S )Nrì   r©   rR   rX   r1   rY   )r   r   rD   r\   r^   r‡   rM   r   ©r#   rî   rV   r¿   r%   r%   r&   Útest_save_load×	  s    
zTestPathUsage.test_save_loadc              	   C   sp   t dd��\}t|ƒ}t ddgddggt¡}t ||¡ tj|dd�}t||ƒ ~trbt	ƒ  t	ƒ  W 5 Q R X d S )	Nrì   r©   rR   rX   r1   rY   rg   ©rf   )
r   r   rD   r\   r^   r‡   rM   r   r   r   rN  r%   r%   r&   Útest_save_load_memmapà	  s    
z#TestPathUsage.test_save_load_memmapc              	   C   s’   t dd��~}t|ƒ}t ddgddggt¡}t ||¡ tj|dd�}d	|d
 d
< d	|d
 d
< ~trptƒ  tƒ  t |¡}t	||ƒ W 5 Q R X d S )Nrì   r©   rR   rX   r1   rY   zr+rP  rä   r   )
r   r   rD   r\   r^   r‡   rM   r   r   r   )r#   rî   rV   rœ   r¿   r%   r%   r&   Útest_save_load_memmap_readwriteî	  s    
z-TestPathUsage.test_save_load_memmap_readwritec              
   C   sT   t dd��@}t|ƒ}tj|dd� t |¡�}t|d dƒ W 5 Q R X W 5 Q R X d S ©NrŽ   r©   rÍ   rÎ   rÏ   )r   r   rD   r‹   rM   r   ©r#   rî   r¿   r%   r%   r&   Útest_savez_loadþ	  s
    zTestPathUsage.test_savez_loadc              	   C   sP   t dd��<}t|ƒ}tj|dd� t |¡}t|d dƒ | ¡  W 5 Q R X d S rS  )r   r   rD   Zsavez_compressedrM   r   rB   rT  r%   r%   r&   Útest_savez_compressed_load
  s    
z(TestPathUsage.test_savez_compressed_loadc              	   C   sP   t dd��<}t|ƒ}t ddg¡}t ||¡ t |¡}t||ƒ W 5 Q R X d S )NrL  r©   ri   rj   )r   r   rD   r\   rÙ   rL  r   rN  r%   r%   r&   Útest_genfromtxt
  s    
zTestPathUsage.test_genfromtxtc              
   C   s–   t dd��‚}t|ƒ}| d¡�}| d¡ W 5 Q R X tdddd�}tj|f|Ž}tjd	d
gdtfdtfgd�}t	t
|tjƒƒ t||ƒ W 5 Q R X d S )NrL  r©   r  r1  rô   rË  TrÌ  r  r<  rz  rÒ  rZ   )r   r   rÁ   r'   rQ  rD   r2  r\   r^   r   rA   r3  r   ©r#   rî   r§   rP   ræ  rç  r%   r%   r&   r4  
  s    
ÿzTestPathUsage.test_recfromtxtc              
   C   sž   t dd��Š}t|ƒ}| d¡�}| d¡ W 5 Q R X tdddd�}tj|fdd i|—Ž}tjd	d
gdtfdtfgd�}t	t
|tjƒƒ t||ƒ W 5 Q R X d S )NrL  r©   r  r1  rË  Tr5  r[   r  r<  rz  rÒ  rZ   )r   r   rÁ   r'   rQ  rD   rŸ  r\   r^   r   rA   r3  r   rX  r%   r%   r&   r8  $
  s    
ÿzTestPathUsage.test_recfromcsvN)r,   r-   r.   rM  rO  rQ  rR  rU  rV  rW  r4  r8  r%   r%   r%   r&   rK  Í	  s   		rK  c                  C   s`   t j d¡} tƒ }tj|dd�}t  || ¡ | ¡  | d¡ tj|dd�}tt  	|¡| ƒ d S )N©rä   rä   r  r;  r   rg   )
rD   rª   r   rM  r=  r‡   rB   rJ   r   rM   ©rV   r$   r§   r%   r%   r&   Útest_gzip_load2
  s    
r[  c                   @   s$   e Zd Zdd„ Zdd„ Zdd„ ZdS )Ú
JustWriterc                 C   s
   || _ d S r    ©Úbase©r#   r^  r%   r%   r&   r!   C
  s    zJustWriter.__init__c                 C   s   | j  |¡S r    )r^  r'   r"   r%   r%   r&   r'   F
  s    zJustWriter.writec                 C   s
   | j  ¡ S r    )r^  rI   rN  r%   r%   r&   rI   I
  s    zJustWriter.flushN)r,   r-   r.   r!   r'   rI   r%   r%   r%   r&   r\  B
  s   r\  c                   @   s&   e Zd Zdd„ Zdd„ Zd	dd„ZdS )
Ú
JustReaderc                 C   s
   || _ d S r    r]  r_  r%   r%   r&   r!   M
  s    zJustReader.__init__c                 C   s   | j  |¡S r    )r^  rü   )r#   r�   r%   r%   r&   rü   P
  s    zJustReader.readr   c                 C   s   | j  ||¡S r    )r^  rJ   )r#   ÚoffÚwhencer%   r%   r&   rJ   S
  s    zJustReader.seekN)r   )r,   r-   r.   r!   rü   rJ   r%   r%   r%   r&   r`  L
  s   r`  c                  C   sT   t j d¡} tƒ }t|ƒ}t  || ¡ | ¡  | d¡ t|ƒ}tt  	|¡| ƒ d S )NrY  r   )
rD   rª   r   r\  r‡   rI   rJ   r`  r   rM   rZ  r%   r%   r&   Útest_ducktypingW
  s    
rc  c               
   C   s�   t ƒ } tj| dd�}| d¡ | ¡  |  d¡ tdd��4}t|dƒ�}| |  ¡ ¡ W 5 Q R X t	 
|¡}W 5 Q R X |  ¡  t|dd	d
gƒ d S )Nr  r;  ó   1 2 3
r   r  r©   r¼   rR   rX   r1   )r   rM  r=  r'   rB   rJ   r   rÁ   rü   rD   rþ   r   )r$   rl  r@   r§   rK  r%   r%   r&   Útest_gzip_loadtxtf
  s    

re  c                  C   sX   t ƒ } tj| dd�}| d¡ | ¡  |  d¡ tj| dd�}tt |¡dddgƒ d S )	Nr  r;  rd  r   rg   rR   rX   r1   )	r   rM  r=  r'   rB   rJ   r   rD   rþ   )r$   r§   r%   r%   r&   Útest_gzip_loadtxt_from_string{
  s    

rf  c                  C   sÞ   t ƒ } t d¡}t d¡}tj| ||d� |  d¡ t | ¡}td|kƒ td|kƒ td| ¡ kƒ td| ¡ kƒ | ¡ D ] \}}t|dkƒ t	|j
dƒ q~tt| ¡ ƒdkƒ |D ]}t|dkƒ q¸td| ¡ kƒ d S )N)r1   r1   )rl   ro   r   rl   ro   rX   )r   rD   r  r‹   rJ   rM   r   ÚkeysÚitemsr   rT   rí  )r$   rl   ro   rê   r§   rV   r%   r%   r&   Útest_npzfile_dict†
  s"    



ri  zPython lacks refcountsrd   c               	   C   sŽ   t ƒ } t | dddg¡ |  d¡ tƒ � t | ¡ W 5 Q R X |  d¡ ddg}tƒ �. tjtdƒ|d�}t|tj	d	g|d�ƒ W 5 Q R X d S )
NrR   rX   r1   r   )rV   Úu1rX   )rœ   rj  rX   z0 1 2 3rZ   )r  r<  )
r   rD   r‹   rJ   r   rM   rþ   r   r   r\   )r§   r€   rl   r%   r%   r&   Útest_load_refcount¡
  s    

rk  )N)OrK   rÇ   rM  rG   r±   r5   r|   re  r  r‚   Úpathlibr   Útempfiler   r   r   r   r/  Úmultiprocessingr   r   Úctypesr	   ZnumpyrD   Znumpy.marÈ  Znumpy.lib._iotoolsr
   r   Znumpy.compatr   Znumpy.ma.testutilsr   Znumpy.testingr   r   r   r   r   r   r   r   r   r   r   r   r   r   Znumpy.testing._private.utilsr   r   ÚmaxsizerÒ   rP  r!  r/  rR  r"  r6   r8   r†   rŠ   rÓ   r;  rg  r1  rK  rK  r[  r\  r`  rc  re  rf  ri  rƒ   r„   rk  r%   r%   r%   r&   Ú<module>   sŒ   @



k   #H    4E         4e
