o
    ҷhs                    @   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/m0Z0m1Z1 d dl2m3Z3 G dd deZ4e j5dkZ6zd dl7Z7dZ8W n e9y   dZ8Y nw zd dl:Z:dZ;W n e9y   dZ;Y nw d:ddZ<G dd dZ=G dd de=Z>G dd de=Z?G dd dZ@G dd dZAG dd deAZBG d d! d!ZCG d"d# d#eAZDG d$d% d%ZEd&d' ZFG d(d) d)ZGG d*d+ d+ZHd,d- ZId.d/ ZJd0d1 ZKd2d3 ZLe	jMjNe, d4d5d6d7 ZOd8d9 ZPdS );    N)Path)NamedTemporaryFile)BytesIOStringIO)datetime)Valueget_context)c_bool)ConverterErrorConversionWarningasbytes)assert_equal)assert_warnsassert_assert_raises_regexassert_raisesassert_allcloseassert_array_equaltemppathtempdirIS_PYPYHAS_REFCOUNTsuppress_warningsassert_no_gc_cyclesassert_no_warningsbreak_cyclesIS_WASM)requires_memoryc                   @   s*   e Zd ZdZd
ddZdd Zdd Zd	S )TextIOzHelper 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.

     c                 C      t | t| d S N)r   __init__r   selfs r'   J/var/www/html/venv/lib/python3.10/site-packages/numpy/lib/tests/test_io.pyr#   *      zTextIO.__init__c                 C   r!   r"   )r   writer   r$   r'   r'   r(   r*   -   r)   zTextIO.writec                 C   s   t | dd |D  d S )Nc                 S   s   g | ]}t |qS r'   r   ).0r&   r'   r'   r(   
<listcomp>1       z%TextIO.writelines.<locals>.<listcomp>)r   
writelines)r%   linesr'   r'   r(   r.   0   s   zTextIO.writelinesN)r    )__name__
__module____qualname____doc__r#   r*   r.   r'   r'   r'   r(   r   !   s
    
r   l        TFc                 C   s.   t | tkr| d} tt| |dd  S )zY
    This function is available in the datetime module only from Python >=
    2.5.

    latin1N   )typebytesdecoder   timestrptime)r&   fmtr'   r'   r(   r:   A   s   
r:   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 Zdd Zej	jdd ZdS )RoundtripTestc              	   O   s:  | di }| dddi}| dd}|rtdd}|j}nt }|}zX|}	||g|	R i | |  |d tjd	krIt|tsI|	  t
j|fi |}
|	| _|
| _W t|tsw|	  d
t v ryt|
t
jjjs{t|j dS dS dS dS t|ts|	  d
t v rt|
t
jjjst|j w w w w )a  
        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.

        	save_kwds	load_kwdsallow_pickleTfile_on_diskF)deleter   win32arr_reloadedN)getr   namer   flushseeksysplatform
isinstanceclosenploadarrrC   localslibnpyioNpzFileosremove)r%   	save_funcargskwargsr=   r>   r@   target_file	load_filerN   rC   r'   r'   r(   	roundtripM   sD   





zRoundtripTest.roundtripc                 C   s   |  | | j |dd |  t| | j t|dd |jd dkrA|  t|dd   | j t|dd  dd d S d S )NT)r@   r      )rZ   rL   asfortranarrayshaper%   ar'   r'   r(   check_roundtrips}   s   
 zRoundtripTest.check_roundtripsc                 C   s   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 )
Nr[      r5      y      ?      @y       @      @y      @      @y      @       @dtype)rL   arrayfloatr`   intcsinglecdoubler^   r'   r'   r(   
test_array   s   



zRoundtripTest.test_arrayc                 C   s<   t g t}| | t ddgddggt}| | d S )Nr[   ra   r5   rb   )rL   re   objectr`   r^   r'   r'   r(   test_array_object   s   
zRoundtripTest.test_array_objectc                 C   s   t g dt}| | d S )Nr[   ra   r5   rb   )rL   re   rg   rZ   r^   r'   r'   r(   test_1D   s   zRoundtripTest.test_1DrB   zFails on Win32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 )	Nr[   g      @rb   g333333@T	mmap_moder)r@   r>   )rL   re   rZ   r\   r^   r'   r'   r(   	test_mmap   s   zRoundtripTest.test_mmapc                 C   s$   t jddgddgd}| | d S )Nr[   ra   r5   rb   xi4yrx   rc   )rL   re   r`   r^   r'   r'   r(   test_record   s   zRoundtripTest.test_recordc                 C   sj   dd t dD }tjd|d}tjdd tdd	t | | W d    d S 1 s.w   Y  d S )
Nc                 S   s   g | ]
}d | d t fqS )%dd   rf   r+   ir'   r'   r(   r,      s    z1RoundtripTest.test_format_2_0.<locals>.<listcomp>  i  rc   Trecordalwaysr    )rangerL   oneswarningscatch_warningsfilterwarningsUserWarningr`   )r%   dtr_   r'   r'   r(   test_format_2_0   s   "zRoundtripTest.test_format_2_0N)r0   r1   r2   rZ   r`   rj   rl   rn   pytestmarkskipifrH   rI   rs   r{   slowr   r'   r'   r'   r(   r<   L   s    0

r<   c                   @      e Zd Zdd ZdS )TestSaveLoadc                 O   sb   t j| tjg|R i | t| jd | j t| jd j| jj t| jd jj	| jjj	 d S )Nr   )
r<   rZ   rL   saver   rN   rC   rd   flagsfnc)r%   rV   rW   r'   r'   r(   rZ      s   zTestSaveLoad.roundtripN)r0   r1   r2   rZ   r'   r'   r'   r(   r          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 Z
dd	 Zd
d Zdd Zdd Zejjedddd Zdd Zejjdd Zdd Zejdg ddd ZdS )TestSavezLoadc              	   O   s   t j| tjg|R i | z=t| jD ] \}}| jd|  }t|| t|j|j t|j	j
|j	j
 qW | jjrJ| jj  t| jjj d S d S | jjr_| jj  t| jjj w w )Nzarr_%d)r<   rZ   rL   savez	enumeraterN   rC   r   rd   r   r   fidrK   rS   rT   rE   )r%   rV   rW   nrN   reloadedr'   r'   r(   rZ      s   
zTestSavezLoad.roundtripzHangs on PyPyro   zNeeds 64bit platformc                 C   sr   d}t j|t jd}tddd}t j||d ~t |}|d }|  ~W d    d S 1 s2w   Y  d S )Nl     rc   numpy_test_big_arrays_.npz)prefixsuffixr_   r_   )rL   emptyuint8r   r   rM   rK   )r%   Lr_   tmpnpfiler'   r'   r(   test_big_arrays   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 )	Nr[   ra   r5   rb         ?       @       @      @      @            @      (@)rL   re   rf   complexrZ   )r%   r_   br'   r'   r(   test_multiple_arrays   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 }t j|||d	 |d
 t |}t||d  t||d  d S Nr[   ra   r5   rb   r   r   r   r   )file_afile_br   r   r   )	rL   re   rf   r   r   r   rG   rM   r   r%   r_   r   clr'   r'   r(   test_named_arrays   s   

zTestSavezLoad.test_named_arraysc                 C   sr   t g d}t }t j||d |d t |}tjtdd |d  W d    d S 1 s2w   Y  d S )Nr[   ra   r5   r   r   z(1, 2)matchrt   )	rL   re   r   r   rG   rM   r   raisesKeyError)r%   r_   fr   r'   r'   r(   test_tuple_getitem_raises   s   


"z'TestSavezLoad.test_tuple_getitem_raisesc                 C   s   t ddgddggt}t ddgddggt}t }t j|||d	 |d
 t |}tt	t
|jddg t||jj t||jj d S r   )rL   re   rf   r   r   r   rG   rM   r   sorteddirr   r   r   r   r'   r'   r(   test_BagObj   s   

zTestSavezLoad.test_BagObjzCannot start threadc                    sX   dd g   fddt dD }|D ]}|  q|D ]}|  q r*t d S )Nc                 S   s   t dd9}tjdd}z	tj||d W n ty- } z| | W Y d }~nd }~ww W d    d S W d    d S 1 sAw   Y  d S )Nr   r   r   )rN   )r   rL   randomrandnr   OSErrorappend)
error_listr   rN   errr'   r'   r(   writer  s   "z9TestSavezLoad.test_savez_filename_clashes.<locals>.writerc                    s   g | ]
}t j fd qS )targetrV   )	threadingThread)r+   jerrorsr   r'   r(   r,     s    z=TestSavezLoad.test_savez_filename_clashes.<locals>.<listcomp>r5   )r   startjoinAssertionError)r%   threadstr'   r   r(   test_savez_filename_clashes  s   

z)TestSavezLoad.test_savez_filename_clashesc              	   C   s   t ddf}t|d}tj|dd W d    n1 sw   Y  t|dd+}|d t|j  t|d	  t|j  |d t|j  W d    n1 sVw   Y  W d    d S W d    d S 1 snw   Y  d S )
Nr   r   wbLOVELY LOADdatarbi'  r   r   )r   openrL   r   rG   r   closedrM   )r%   r   fpr'   r'   r(   test_not_closing_opened_fid  s   

"z)TestSavezLoad.test_not_closing_opened_fidc                 C   s   t ddf}tj|dd t C}|t tddD ]0}z&z	t|d  W n ty; } zd| }t	|d }~ww W t
rCt  qt
rKt  w w W d    n1 sVw   Y  W d    d S W d    d S 1 snw   Y  d S )	Nr   r   r   r   r[   i  r   z#Failed to load data from a file: %s)r   rL   r   r   filterResourceWarningr   rM   	Exceptionr   r   gccollect)r%   r   supr   emsgr'   r'   r(   test_closing_fid(  s0   

"zTestSavezLoad.test_closing_fidc                 C   sh   d}t d|d"}tj|dd t|}|jj}|  t|j W d    d S 1 s-w   Y  d S )N&numpy_test_closing_zipfile_after_load_r   )r   r   place holderlab)	r   rL   r   rM   zipr   rK   r   r   )r%   r   r   r   r   r'   r'   r(   test_closing_zipfile_after_loadB  s   
"z-TestSavezLoad.test_closing_zipfile_after_loadzcount, expected_repr))r[   z"NpzFile {fname!r} with keys: arr_0)   z>NpzFile {fname!r} with keys: arr_0, arr_1, arr_2, arr_3, arr_4)   zANpzFile {fname!r} with keys: arr_0, arr_1, arr_2, arr_3, arr_4...c                 C   s   t ddgddggt}tdd*}t j|g|g| R   t |}t||j|dks/J |  W d    d S 1 s>w   Y  d S )Nr[   ra   r5   rb   r   r   )fname)	rL   re   rf   r   r   rM   reprformatrK   )r%   countexpected_reprr_   r   r   r'   r'   r(   test_repr_lists_keysO  s   

"z"TestSavezLoad.test_repr_lists_keysN)r0   r1   r2   rZ   r   r   r   r   IS_64BITr   r   r   r   r   r   r   r   r   	slow_pypyr   r   parametrizer   r'   r'   r'   r(   r      s$    


r   c                   @   s   e Zd Zdd Zdd Zdd Zdd Zd	d
 Zdd Zdd Z	dd Z
dd Zdd Zdd Zdd Zdd Zdd Zdd Zdd  Zd!d" Zejd#d$d%gejd&eegd'd( Zejjejd)kd*d+ejjed,d-d.d/ Zd0S )1TestSaveTxtc                 C   s   t ddgddggt}d}t }t j|||d |d t| t|d | d	 d
 t|d | d	 d g t ddgddggt	}t }t j||dd |d t| ddg d S )Nr[   ra   r5   rb   z%.18er;   r    
rt   ru   r|      1 2
   3 4
)
rL   re   rf   r   savetxtrG   r   	readlinesr   rg   )r%   r_   r;   r   r'   r'   r(   rj   `  s   

zTestSaveTxt.test_arrayc                 C   sJ   t g dt}t }t j||dd |d | }t|g d d S )Nrm   r|   r   r   )s   1
s   2
s   3
s   4
)rL   re   rg   r   r   rG   r   r   r%   r_   r   r/   r'   r'   r(   rn   p  s   
zTestSaveTxt.test_1Dc                 C   s@   t  }tttj|td tttj|tdgdggg d S )Nr[   ra   )r   r   
ValueErrorrL   r   re   r%   r   r'   r'   r(   
test_0D_3Dx  s   $zTestSaveTxt.test_0D_3Dc                 C   sL   t jddgddgd}t }t j||dd |d t| d	d
g d S )Nrt   ru   rv   ry   rc   r|   r   r   r   r   rL   re   r   r   rG   r   r   r%   r_   r   r'   r'   r(   test_structured}  s
   
zTestSaveTxt.test_structuredc                 C   sT   t jddgg dd}t }t j||ddg dd |d	 t| d
dg d S )Nr   rb   r   r   ))foorx   )barrx   )bazrx   rc   r  r
  r|   r   r   s   1 3
s   4 6
r  r  r'   r'   r(   test_structured_padded  s
   
z"TestSaveTxt.test_structured_paddedc                 C   sv   t jdg dd}|ddg }tdd}t|}t || t |}t|| W d    d S 1 s4w   Y  d S )Nr[   )rv   ry   )zf4rc   rw   r  .npyr   )rL   r   r   r   r   rM   r   )r%   r_   vpathr   r'   r'   r(   test_multifield_view  s   
"z TestSaveTxt.test_multifield_viewc                 C   sN   t ddgddgg}t }t j||ddd |d t| d	d
g d S )N      ?       @      @      @,r|   )	delimiterr;   r   s   1,2
s   3,4
r  r  r'   r'   r(   test_delimiter  s
   
zTestSaveTxt.test_delimiterc                 C   s   t ddg}t }t j||ddgd |d t| ddg t }t j||d	d |d | }t|d
dg t }t j||d	dd |d | }t|d
dg t }ttt j||dd d S )Nrt   ru   z%02dz%3.1fr   r   s   01 2.0
s   03 4.0
z%02d : %3.1fs	   01 : 2.0
s	   03 : 4.0
r  )r;   r  c   )	rL   re   r   r   rG   r   r   r   r  r   r'   r'   r(   test_format  s"   


zTestSaveTxt.test_formatc                 C   s  t  }tjddgtd}d}tj||d|d |d t| td| d	  t  }tj||d|d
 |d t| td| d  t  }d}tj||d||d |d t| t|| d d  t  }d}tj||d||d |d t| td| | d  d S )Nrt   ru   rc   zTest header / footerz%1d)r;   headerr   z# z	
1 2
3 4
)r;   footerz
1 2
3 4
# r   z% )r;   r  commentsz1 2
3 4
)r;   r  r  )	r   rL   re   rg   r   rG   r   readr   )r%   r   r_   test_header_footer
commentstrr'   r'   r(   r    s@   





zTestSaveTxt.test_header_footerc                 C   sZ   t   }tddg}t|| t|}t|| W d    d S 1 s&w   Y  d S )Nrt   ru   )r   rL   re   r   loadtxtr   )r%   rE   r_   r   r'   r'   r(   test_file_roundtrip  s   
"zTestSaveTxt.test_file_roundtripc                 C   s   d}d}t j||ft jd}t j}t j}|d|  |d d < t }t j||dd |d | }t	|ddg t }t j||d| d |d | }t	|d	d	g t }t j||d
g| d |d | }t	|ddg d S )Nra   rc                 ?z %+.3er   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)

rL   zeros
complex128pir   r   r   rG   r   r   r%   ncolsnrowsr_   reimr   r/   r'   r'   r(   test_complex_arrays  sH   


zTestSaveTxt.test_complex_arraysc                 C   sv   d}d}t j||ft jd}t j}t j}|d|  |d d < t }t j||dd |d | }t	|ddg d S )Nra   rc   r#  z%.3er   r   s0    (3.142e+00-2.718e+00j)  (3.142e+00-2.718e+00j)
r$  r(  r'   r'   r(   test_complex_negative_exponent  s    
z*TestSaveTxt.test_complex_negative_exponentc                 C   sH   G dd dt }| }tddg}t|| t|}t|| d S )Nc                   @   r   )z4TestSaveTxt.test_custom_writer.<locals>.CustomWriterc                 S   s   |  |d d S )N   
)extendsplit)r%   textr'   r'   r(   r*     r)   z:TestSaveTxt.test_custom_writer.<locals>.CustomWriter.writeN)r0   r1   r2   r*   r'   r'   r'   r(   CustomWriter  r   r3  rt   ru   )listrL   re   r   r!  r   )r%   r3  wr_   r   r'   r'   r(   test_custom_writer  s   
zTestSaveTxt.test_custom_writerc                 C   sf   d d}tj|gtjd}t }tjtj|d|dgdd W d    d S 1 s,w   Y  d S )N   ϖUTF-8rc   test.csv%sr;   encoding)	r8   rL   re   str_r   r   rS   r  r   )r%   utf8r_   tmpdirr'   r'   r(   test_unicode%  s   
"zTestSaveTxt.test_unicodec                 C   s   d d}tj|gtjd}ddg}tr|d tr"|ddg t 4}|D ](}tj	t
j|d	| |d
gdd tjt
j|d	| dtjd}t|| q(W d    d S 1 s\w   Y  d S )Nr7  r8  rc   r    .gz.bz2.xz.lzmar9  r:  z	UTF-16-LEr;  r<  rd   )r8   rL   re   r=  HAS_BZ2r   HAS_LZMAr0  r   r   rS   r  r   r!  r   )r%   r>  r_   suffixesr?  r   r   r'   r'   r(   test_unicode_roundtrip-  s$   

"z"TestSaveTxt.test_unicode_roundtripc                 C   s\   d d}tj|gtjd}t }tj||dgdd |d t|  d|d  d S Nr7  r8  rc   r:  r;  r   r   )	r8   rL   re   r=  r   r   rG   r   r  r%   r>  r_   r&   r'   r'   r(   test_unicode_bytestream>  s   

z#TestSaveTxt.test_unicode_bytestreamc                 C   sV   d d}tj|gtjd}t }tj||dgdd |d t| |d  d S rJ  )	r8   rL   re   r=  r   r   rG   r   r  rK  r'   r'   r(   test_unicode_stringstreamF  s   

z%TestSaveTxt.test_unicode_stringstreamr;   %fs   %fiotypec                 C   s`   t dg}| }t j|||d |d |tu r%t| dd  d S t| dd  d S )Nr  r   r   z%f
s   %f
)rL   re   r   rG   r   r   r  )r%   r;   rO  r_   r&   r'   r'   r(   test_unicode_and_bytes_fmtN  s   
z&TestSaveTxt.test_unicode_and_bytes_fmtrB   zfiles>4GB may not workro   g   `A)
free_bytesc                 C   sl   dd }t t}td}|j||fd}|  |  |jr#td|jdkr-t	
d |jdks4J d S )	Nc                 S   s   d| _ z2tjdd tdD td}t }tjtj	|d|d W d    W d S 1 s.w   Y  W d S  t
y@   d| _  w )	NFc                 S   s$   g | ]}t jt jd ddqS )2   r}   rb   )rL   r   randrandintr   r'   r'   r(   r,   d  s
    zGTestSaveTxt.test_large_zip.<locals>.check_large_zip.<locals>.<listcomp>i 5 rc   ztest.npz)	test_dataT)valuerL   asarrayr   rk   r   r   rS   r  r   MemoryError)memoryerror_raisedrU  r?  r'   r'   r(   check_large_zip_  s    
&z3TestSaveTxt.test_large_zip.<locals>.check_large_zipforkr   z,Child process raised a MemoryError exceptionzCsubprocess got a SIGKILL, apparently free memory was not sufficientr   )r   r	   r   Processr   r   rV  rX  exitcoder   xfail)r%   rZ  rY  ctxpr'   r'   r(   test_large_zip[  s   

zTestSaveTxt.test_large_zipN) r0   r1   r2   rj   rn   r  r  r  r  r  r  r  r"  r-  r.  r6  r@  rI  rL  rM  r   r   r   r   r   rP  r   rH   rI   r   r   rb  r'   r'   r'   r(   r   _  s2    
	"&r   c                   @   sx   e Zd Zdd Zdd Zejje dddd Z	ejje
 d	dd
d Zdd Zdd Zdd Zdd Zdd ZdS )LoadTxtBasec                 C   s   t dd}d}|D ]k}d| d }|D ]`}t|dQ}||ddd	}	|	| W d    n1 s5w   Y  | j|dd
}
t|
| ||ddd
}	| |	}
W d    n1 s]w   Y  t|
| W d    n1 sqw   Y  qqd S )Nr   ra   r5   r   z
0 1 23 4 5r   wtz	UTF-32-LE)moder<  r<  rt)rL   arangereshaper   r*   loadfuncr   )r%   fopenrH  wantedlinesepsepr   r   rE   r   resr'   r'   r(   check_compressed  s&   
zLoadTxtBase.check_compressedc                 C      |  tjd d S )N)rA  )ru  gzipr   r%   r'   r'   r(   test_compressed_gzip  s   z LoadTxtBase.test_compressed_gzipz	Needs bz2ro   c                 C   rv  )N)rB  )ru  bz2r   rx  r'   r'   r(   test_compressed_bz2     zLoadTxtBase.test_compressed_bz2z
Needs lzmac                 C   rv  )N)rC  rD  )ru  lzmar   rx  r'   r'   r(   test_compressed_lzma  r|  z LoadTxtBase.test_compressed_lzmac              	   C   s   t  4}t|d}|dd W d    n1 sw   Y  | j|dd}t|g d W d    d S 1 s:w   Y  d S )Nr   z0.
1.
2.UTF-16rk  )        r  r  )r   r   r*   encodero  r   )r%   r  r   rw   r'   r'   r(   test_encoding  s   "zLoadTxtBase.test_encodingc              	   C   s   d d}t 4}t|d}||d W d    n1 s!w   Y  | j|dtjd}t|| W d    d S 1 s?w   Y  d S )Ns   öüör8  r   r  rE  )	r8   r   r   r*   r  ro  rL   r=  r   )r%   nonasciir  r   rw   r'   r'   r(   test_stringload  s   
"zLoadTxtBase.test_stringloadc                 C   s8   d}| j t|tjdd}t|t|d  d S Ns   h  i  jr  )rd   r<  )ro  r   rL   r=  r   re   r8   r1  r%   utf16r  r'   r'   r(   test_binary_decode  s   zLoadTxtBase.test_binary_decodec                 C   sT   t  }|d |d | j|tjddd id}tddg}t|| d S )Nr7  r   c                 S   
   |  dS )Nr8  r8   rw   r'   r'   r(   <lambda>     
 z4LoadTxtBase.test_converters_decode.<locals>.<lambda>)rd   
convertersr8  )	r   r*   rG   ro  rL   r=  re   r8   r   r%   r   rw   r_   r'   r'   r(   test_converters_decode  s   



z"LoadTxtBase.test_converters_decodec              	   C   s   d d}t A}tj|ddd}|| W d    n1 s!w   Y  | j|tjddd idd}t|d	 g}t	|| W d    d S 1 sLw   Y  d S )
Nr7  r8  ri  rk  r   c                 S   s   | d S )Nr   r'   r  r'   r'   r(   r    s    z6LoadTxtBase.test_converters_nodecode.<locals>.<lambda>rd   r  r<  r   )
r8   r   ior   r*   ro  rL   r=  re   r   )r%   r>  r  r   rw   r_   r'   r'   r(   test_converters_nodecode  s   


"z$LoadTxtBase.test_converters_nodecodeN)r0   r1   r2   ru  ry  r   r   r   rF  r{  rG  r~  r  r  r  r  r  r'   r'   r'   r(   rc    s    

	
rc  c                   @   s  e Zd Zeej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o;ejjdkdddd Zdd Zdd Zdd Zd d! Zd"d# Zd$d% Zd&d' Zd(d) Z d*d+ Z!d,d- Z"d.d/ Z#d0d1 Z$d2d3 Z%ejjeoejjdkddd4d5 Z&ejjeoejjdkddd6d7 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e12 dJkdKddLdM Z3dNdO Z4dPdQ Z5dRdS Z6dTdU Z7ej8dVdWgdXg dYfdXg dZfdXe9d[fd\g d]fd\g d^fd\e9d_fgd`da Z:dbS )cTestLoadTxtc                 C   s   t jjj| _dt jj_d S Nr[   )rL   rP   rQ   _loadtxt_chunksize
orig_chunkrx  r'   r'   r(   setup_method  s   zTestLoadTxt.setup_methodc                 C   s   | j tjj_d S r"   )r  rL   rP   rQ   r  rx  r'   r'   r(   teardown_method  s   zTestLoadTxt.teardown_methodc                 C   s   t  }|d |d tj|dtjfdtjfgd}tjddgdd	gd}t|| t  }|d
 |d ddd}tjddg|d}tj||d}t|| d S )N1 2
3 4r   rw   rz   rc   rt   ru   rv   ry   zM 64 75.0
F 25 60.0genderageweightS1rx   r  namesformatsM      P@     R@F      9@      N@)r   r*   rG   rL   r!  int32re   r   )r%   r   rw   r_   dmydescriptorr   rz   r'   r'   r(   r{     s&   




zTestLoadTxt.test_recordc                 C   s   t  }|d |d tj|td}tddgddggt}t|| |d tj|td}tddgddggt}t|| d S )Nr  r   rc   r[   ra   r5   rb   )	r   r*   rG   rL   r!  rg   re   r   rf   r  r'   r'   r(   rj     s   



zTestLoadTxt.test_arrayc                 C   s   t  }|d |d tj|td}tg dt}t|| t  }|d |d tj|tdd}tg dt}t|| d S )N1
2
3
4
r   rc   rm   1,2,3,4
r  rd   r  r   r*   rG   rL   r!  rg   re   r   r  r'   r'   r(   rn     s   




zTestLoadTxt.test_1Dc                 C   sR   t  }|d |d tj|tdddd id}tg dt}t|| d S )	N	1,2,3,,5
r   r  r5   c                 S      t | pdS Nrg   r&   r'   r'   r(   r        z*TestLoadTxt.test_missing.<locals>.<lambda>rd   r  r  r[   ra   r5   r  r   r  r  r'   r'   r(   test_missing  s   



zTestLoadTxt.test_missingc                 C   s\   t  }|d |d tj|tdddd idd}td	d
gddggt}t|| d S )N1,2,3,,5
6,7,8,9,10
r   r  r5   c                 S   r  r  r  r  r'   r'   r(   r    r  z:TestLoadTxt.test_converters_with_usecols.<locals>.<lambda>r[   r5   rd   r  r  usecolsra   r     	   r  r  r'   r'   r(   test_converters_with_usecols  s   



z(TestLoadTxt.test_converters_with_usecolsc                 C   J   t  }|d |d tj|tddd}tg dt}t|| d S )N# comment
1,2,3,5
r   r  #rd   r  r  r[   ra   r5   r   r  r  r'   r'   r(   test_comments_unicode     


z!TestLoadTxt.test_comments_unicodec                 C   r  )Nr  r   r     #r  r  r  r  r'   r'   r(   test_comments_byte  r  zTestLoadTxt.test_comments_bytec                 C   sV   t  }|d |d tj|tdg dd}tg dg dgt}t|| d S )Nz,# comment
1,2,3
@ comment2
4,5,6 // comment3r   r  )r  @z//r  r   r  r  r  r'   r'   r(   test_comments_multiple'  s   


z"TestLoadTxt.test_comments_multiple)r  r5      zPyPy bug in error formattingro   c                 C   sz   t  }|d |d tj|tddd}tg dt}t|| t  }|d |d tt	tj|tddd d S )Nz/* comment
1,2,3,5
r   r  z/*r  r  z*/ comment
1,2,3,5
)
r   r*   rG   rL   r!  rg   re   r   r   r  r  r'   r'   r(   test_comments_multi_chars0  s   






z%TestLoadTxt.test_comments_multi_charsc                 C   s   t  }|d |d tj|tddd}tg dt}t|| t  }|d |d tj|tddd}tg dt}t|| d S )Ncomment
1,2,3,5
r   r  r[   )rd   r  skiprowsr  r  r  r  r'   r'   r(   test_skiprowsB  s    






zTestLoadTxt.test_skiprowsc              	   C   s~  t ddgddggt}t }t || |d t j|tdd}t||d d df  t g dg d	gt}t }t || |d t j|td
d}t||d d dd f  |d t j|tt ddgd}t||d d dd f  tt j	t j
t jt jt jt jt jt jf	D ]}|d}|d t j|t|d}t||d d df  qG dd d}| }|d t j|t|d}t||d d df  |d t j|t|fd}t||d d df  d}t|}ddg}	ddg}
t j|dtt|	|
d}t|d ddg t|d ddg |d d}ttdt|j t j||d ttdt|j t j|d|dgd d S )Nr[   ra   r5   rb   r   r[   rd   r  r   r5   rb   r   rt   c                   @   r   )z*TestLoadTxt.test_usecols.<locals>.CrazyIntc                 S   s   dS r  r'   rx  r'   r'   r(   	__index__r  s   z4TestLoadTxt.test_usecols.<locals>.CrazyInt.__index__N)r0   r1   r2   r  r'   r'   r'   r(   CrazyIntq  r   r  z<JOE 70.1 25.3
                BOB 60.5 27.9
                stidtempS4f8r   ra   r  rd      JOE   BOBL9@fffff;@      ?z^usecols must be.*%sr  )rL   re   rf   r   r   rG   r!  r   rg   int8int16r  int64r   uint16uint32uint64r   r4  r   r   r   	TypeErrorr6   r0   )r%   r_   r   rw   int_typeto_readr  	crazy_intr   r  dtypesrN   	bogus_idxr'   r'   r(   test_usecolsS  sd   








zTestLoadTxt.test_usecolsc                 C   s   t t tjdgdgdd W d    n1 sw   Y  t ttf tjdgdgdd W d    n1 s;w   Y  t jtdd tjdgd	d
gdd W d    d S 1 s^w   Y  d S )Nz1
l            r  )r  r  l            zQIf a structured dtype .*. But 1 usecols were given and the number of fields is 3.r   z1,1
zi,(2)ir   )rd   r  r  )r   r   OverflowErrorrL   r!  r  r  rx  r'   r'   r(   test_bad_usecols  s   "zTestLoadTxt.test_bad_usecolsc                 C   sj   t  }|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	|| d S )N1,2,3.0
4,5,6.0
r   rw   rz   r   r&   r  r  r[   )ra   r  rb   )r         @)
r   r*   rG   rL   rd   rg   rf   r!  re   r   r%   r   r   rw   r_   r'   r'   r(   test_fancy_dtype  s   

"zTestLoadTxt.test_fancy_dtypec                 C   h   t d}tddtfdtfdtdfg}tj||d}tjdd	d
g dg dgfg|d}t|| d S Nzaaaa  1.0  8.0  1 2 3 4 5 6rE   r  rw   rz   blockrd  rc   aaaar         @r   r  r   rL   rd   rf   rg   r!  re   r   r  r'   r'   r(   test_shaped_dtype     zTestLoadTxt.test_shaped_dtypec                 C   sx   t d}tddtfdtfdtdfg}tj||d}tjdd	d
g dg dgg dg dggfg|d}t|| d S )Nz*aaaa  1.0  8.0  1 2 3 4 5 6 7 8 9 10 11 12r  rw   rz   r  )ra   ra   r5   rc   r  r  r  r   r  )r  r  r  )
         r   r  r'   r'   r(   test_3d_shaped_dtype  s   
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|| q	d S )Nstr1str2rc   )strrL   bytes_re   r!  r   )r%   r   r   r_   rw   r'   r'   r(   test_str_dtype  s   zTestLoadTxt.test_str_dtypec                 C   s|   t jtdd- t }t|}t|jd tj|tjd}t|jd t	|j
tjk W d    d S 1 s7w   Y  d S )Ninput contained no datar   r   rc   )r   warnsr   r   rL   r!  r   r]   r  r   rd   )r%   r   rw   r'   r'   r(   test_empty_file  s   
"zTestLoadTxt.test_empty_filec                 C   sx   t  }|ddg |d tj|dddd id}t|dd	g |d tj|dd
dd id}t|ddg d S )Nz1 21
z3 42
r   r  c                 S   
   t | dS N   r  r  r'   r'   r(   r    r  z3TestLoadTxt.test_unused_converter.<locals>.<lambda>r  r     *   r[   c                 S   r  r  r  r  r'   r'   r(   r    r  !   B   )r   r.   rG   rL   r!  r   )r%   r   r   r'   r'   r(   test_unused_converter  s   



z!TestLoadTxt.test_unused_converterc                 C   sr   d}dt fdtfg}dd }d|i}tjt|d||d}tjdtd	ddfd
tdddfg|d}t|| d S )N0 1; 2001-01-01
                   2; 2002-01-31 idxcodec                 S      t |  dS Nz%Y-%m-%dr:   stripr  r'   r'   r(   r        z4TestLoadTxt.test_dtype_with_object.<locals>.<lambda>r[   ;r  rd   r    ra        rc   )rg   rk   rL   r!  r   re   r   r   r%   r   ndtypefuncr  testcontrolr'   r'   r(   test_dtype_with_object  s   z"TestLoadTxt.test_dtype_with_objectc                 C   @   d}t  }|d|  |d tj|tjd}t|| d S )N)l   +&|    l   -(|    %s %sr   rc   )r   r*   rG   rL   r!  r  r   r%   tgtr   rt  r'   r'   r(   test_uint64_type     
zTestLoadTxt.test_uint64_typec                 C   r,  )N)l l    r-  r   rc   )r   r*   rG   rL   r!  r  r   r.  r'   r'   r(   test_int64_type  r1  zTestLoadTxt.test_int64_typec                 C   s   t dddt j}t || ft}dttj|}t	 }|
| tt jfD ]}|d t j||tjdd}t||d| d	 q,d S )
Nir  r   r   r   r4   r  r:  )err_msg)rL   logspaceastypefloat32hstackrf   r   maphexr   r*   rG   r!  fromhexr   )r%   r/  inpr   r   rt  r'   r'   r(   test_from_float_hex  s   


zTestLoadTxt.test_from_float_hexc                 C   F   t d}tjtdd t| W d   dS 1 sw   Y  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 1r   Nr   r   r   r  rL   r!  r  r'   r'   r(   6test_default_float_converter_no_default_hex_conversion
     "zBTestLoadTxt.test_default_float_converter_no_default_hex_conversionc                 C   r=  )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 float64r   Nr>  r  r'   r'   r(   &test_default_float_converter_exception  r@  z2TestLoadTxt.test_default_float_converter_exceptionc                 C   sN   t ddt ddf}t }|d|  |d tj|t d}t|| d S )Nr[   r-  r   rc   )r   r   r*   rG   rL   r!  r   r.  r'   r'   r(   test_from_complex"  s   
zTestLoadTxt.test_from_complexc                 C   s   t jdt jd}t j}t j}|d|  |d d < t }t j||dd |d | }|d |	dd}t
||k || |d t j|td}t|| d S )	Nra   ra   rc   r#  z%.16er   r   s   e+00-s   e00+-)rL   r%  r&  r'  r   r   r   rG   r  replacer   r*   r!  r   r   )r%   r_   r+  r,  r   txttxt_badrt  r'   r'   r(   test_complex_misformatted*  s   



z%TestLoadTxt.test_complex_misformattedc              	   C   s~   t  '}t|d}|d W d    n1 sw   Y  t|}W d    n1 s-w   Y  t|ddgddgg d S )Nr5  z
1 213 42r[   r  r5   r  )r   r   r*   rL   r!  r   )r%   rE   r   r   r'   r'   r(   test_universal_newline>  s   z"TestLoadTxt.test_universal_newlinec                 C   sT   t  }|d |d ddd}tj||dd}tg d}t|d	 | d S )
Nz 1 	2 	3	start 
4	5	6	  
7	8	9.5	r   )rw   rz   r  comment)<i4rK  <f4|S8r  	r  )s   start s         rJ  )r   r*   rG   rL   r!  re   r   r  r'   r'   r(   test_empty_field_after_tabE  s   

z&TestLoadTxt.test_empty_field_after_tabc                 C   s   t d}ddd}tj||dd\}}}t|jjdk t|jjdk t|jjd	k t|td
dg t|tddg t|tddg d S )NM 21 72
F 35 58r_   r   r   )|S1rK  rL  r  Trd   unpackrS  rK  rL     M   Fr  #         R@      M@)r   rL   r!  r   rd   r	  r   re   r%   rF  r   r_   r   r   r'   r'   r(   test_unpack_structuredO  s   
z"TestLoadTxt.test_unpack_structuredc                 C   s
  t  }|d |d tttj|dd |d tttj|dd |d tj|tddd}tg d	g d
g}t	|| t  }|d |d tj|tddd}t
|jdk |d tj|tddd}t
|jdk |d tj|tddd}t
|jdk t  }|d |d tj|tddd}t
|jdk |d tj|tddd}t
|jdk |d tj|tddd}t
|jdk tjtdd$ t  }t
tj|ddjdk t
tj|ddjdk W d    d S 1 sw   Y  d S )Nz1,2,3
4,5,6r   r5   ndminr  r  r[   )rd   r  r^  r   r  z0,1,2ra   r  )r5   z0
1
2)r5   r[   r  r   r   r[   r  )r   r*   rG   r   r  rL   r!  rg   re   r   r   r]   r   r  r   )r%   r   rw   r_   r  r   r   r'   r'   r(   test_ndmin_keywordZ  sJ   












"zTestLoadTxt.test_ndmin_keywordc                 C   (   dd }t | }t|t d d S )Nc                  s   s    t dD ]} d|  V  qd S Nr  r|   )r   r   r'   r'   r(   r     s   z0TestLoadTxt.test_generator_source.<locals>.countr  )rL   r!  r   rm  r%   r   rt  r'   r'   r(   test_generator_source  s   z!TestLoadTxt.test_generator_sourcec                 C   s.   t  }|d |d ttdtj| d S )Nz1 2 3
4 5 6
2 3r   3)r   r*   rG   r   r  rL   r!  r  r'   r'   r(   test_bad_line  s   

zTestLoadTxt.test_bad_linec                 C   sH   t  }|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   rw   )r_   S10rz   r  )r  rd   r  )r   r*   rG   rL   rd   rg   r!  )r%   r   r   r'   r'   r(   test_none_as_string  s
   

zTestLoadTxt.test_none_as_stringzANSI_X3.4-1968zWrong preferred encodingc              	   C   s  d}| ddd }t q}t|d}|| W d    n1 s&w   Y  t|d}tj|dtjd}W d    n1 sDw   Y  t	|| t|d}tj|ddd}W d    n1 sfw   Y  g d	}t	|tj
|dd
 W d    d S 1 sw   Y  d S )Ns/   5,6,7,Õscarscar
15,2,3,hello
20,2,3,Õscar
r8  rf  r    r   r   rE  S)s   5,6,7,Õscarscars   15,2,3,hellos   20,2,3,Õscarrc   )r8   rE  
splitlinesr   r   r*   rL   r!  r=  r   re   )r%   butf8sutf8r  r   rw   r'   r'   r(   test_binary_load  s    
"zTestLoadTxt.test_binary_loadc                 C   r  )N1,2,3,5
4,5,7,8
2,1,4,5r   r  r[   rd   r  max_rowsr  r  r  r'   r'   r(   test_max_rows  r  zTestLoadTxt.test_max_rowsc                 C   s   t  }|d |d tj|tdddd}tg dt}t|| t  }|d |d tj|tdddd}tg dg d	gt}t|| d S )
Nz comments
1,2,3,5
4,5,7,8
2,1,4,5r   r  r[   rd   r  r  rq  r  comment
1,2,3,5
4,5,7,8
2,1,4,5ra   rb   r   r  r  r  r  r'   r'   r(   test_max_rows_with_skiprows  s    






z'TestLoadTxt.test_max_rows_with_skiprowsc                 C   s|   t  }|d |d tj|tddd}tg dg dgt}t|| tj|tdd}tg d	t}t|| d S )
Nro  r   r  ra   rp  r  ru  r  ra   r[   rb   r   r  r  r'   r'   r(   $test_max_rows_with_read_continuation  s   



z0TestLoadTxt.test_max_rows_with_read_continuationc                 C   sZ   t  }|d |d tj|tdddd}tg dg dg d	gt}t|| d S )
Nrt  r   r  r[   r   rs  r  ru  rw  r  r  r'   r'   r(   test_max_rows_larger  s   


z TestLoadTxt.test_max_rows_largerskipr   r[   )zignored
1,2
r   3,4
)ignored1,2r    3,4zignored
1,2

3,4r   )z-1,0
r{  r   r|  )z-1,0r~  r    r  z-1,0
1,2

3,4c              	   C   s  t jtdd|  d& tj|t|dd| d}t|ddgdd	gdd
gg|d   W d    n1 s5w   Y  t|trD|	d t
 8 t
dt t t tj|t|dd| d W d    n1 skw   Y  W d    d S W d    d S 1 sw   Y  d S )NzInput line 3.*max_rows=r5   r   r  )rd   r  r  rq  rB  r   r[   ra   rb   error)r   r  r   rL   r!  rg   r   rJ   r   rG   r   r   simplefilterr   )r%   rz  r   rt  r'   r'   r(   test_max_rows_empty_lines  s(   
&


"z%TestLoadTxt.test_max_rows_empty_linesN);r0   r1   r2   staticmethodrL   r!  ro  r  r  r{   rj   rn   r  r  r  r  r  r   r   r   r   rH   implementationversionr  r  r  r  r  r  r  r  r  r  r+  r0  r2  r<  r?  rA  rC  rH  rI  rP  r\  r`  re  rg  ri  localegetpreferredencodingrn  rr  rv  rx  ry  r   r   r  r'   r'   r'   r(   r    s~    
	
			
E		
		




*
	






	r  c                   @   sN   e Zd Zdd Zdd Zdd Zejde	e
gdd	 Zd
d Zdd ZdS )Testfromregexc                 C   V   t  }|d |d dtjfdg}t|d|}tjg d|d}t|| d S )Nz1.312 foo
1.534 bar
4.444 quxr   numvalS3z([0-9.]+)\s+(...)))ˡE?r  g%C?r	  g-@quxrc   r   r*   rG   rL   float64	fromregexre   r   r  r'   r'   r(   r{        


zTestfromregex.test_recordc                 C   r  )N1312 foo
1534 bar
4444 quxr   r  r  z(\d+)\s+(...)))   r  )  r	  )\  r  rc   )r   r*   rG   rL   r  r  re   r   r  r'   r'   r(   test_record_2  r  zTestfromregex.test_record_2c                 C   sT   t  }|d |d dtjfg}t|d|}tjg d|d}t|| d S )Nr  r   r  z(\d+)\s+...))r  )r  )r  rc   r  r  r'   r'   r(   test_record_3  s   

zTestfromregex.test_record_3	path_typec           
   	   C   s   d}t  f}||}t|d}|d| d  W d    n1 s#w   Y  dtjfdg}tj|d|dd	}tjd
d|d fddg|d}t|| t	
dt	j}	tj||	|dd	}t|| W d    d S 1 snw   Y  d S )Nr7  r   s	   1.312 foos    
1.534 bar
4.444 quxr  )r  U4z(?u)([0-9.]+)\s+(\w+)r8  rk  r  r  r  r  rc   z([0-9.]+)\s+(\w+))r   r   r*   rL   r  r  re   r8   r   r+  compileUNICODE)
r%   r  r>  str_pathr  r   r   rw   r_   regexpr'   r'   r(   test_record_unicode  s$   
"z!Testfromregex.test_record_unicodec                 C   sL   t d}td}dtjfg}tjg d|d}t|||}t|| d S )N   (\d)   123r  r   rc   )r+  r  r   rL   r  re   r  r   )r%   r  r   r   r_   rw   r'   r'   r(   test_compiled_bytes+  s   
z!Testfromregex.test_compiled_bytesc                 C   sX   t d}td}tjtdd tj||tjd W d    d S 1 s%w   Y  d S )Nr  r  zstructured datatyper   rc   )	r+  r  r   r   r   r  rL   r  r  )r%   r  r   r'   r'   r(   test_bad_dtype_not_structured3  s
   
"z+Testfromregex.test_bad_dtype_not_structuredN)r0   r1   r2   r{   r  r  r   r   r   r	  r   r  r  r  r'   r'   r'   r(   r    s    

r  c                   @   s  e Zd Zeej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 ZFdd ZGdd ZHdd ZIdd ZJdd ZKdd ZLdd ZMdd ZNdd ZOdd ZPdd ZQdd ZRdd ZSdd ZTdd ZUdd ZVdd ZWdd ZXeYjZ[dg dde\fddZ]dS )TestFromTxtc                 C   s   t d}tj|dtjfdtjfgd}tjddgddgd}t|| t d	}d
dd}tjddg|d}tj||d}t|| d S )Nr  rw   rz   rc   rt   ru   rv   ry   zM 64.0 75.0
F 25.0 60.0r  r  r  r  r  )r   rL   
genfromtxtr  re   r   )r%   r   r)  r*  
descriptorr'   r'   r(   r{   @  s   

zTestFromTxt.test_recordc                 C   sz   t d}tjddgddggtd}tj|td}t|| |d tjddgddggtd}tj|td}t|| d S )Nr  r[   ra   r5   rb   rc   r   )	r   rL   re   rg   r  r   rG   rf   r!  )r%   r   r*  r)  r'   r'   r(   rj   O  s   

zTestFromTxt.test_arrayc                 C   sV   t g dt}td}t j|td}t|| td}t j|tdd}t|| d S )Nrm   r  rc   r  r  r  )rL   re   rg   r   r  r   r%   r*  r   r)  r'   r'   r(   rn   [  s   
zTestFromTxt.test_1Dc                 C   s\   t g dt}td}t j|tddd}t|| td}t j|tddd}t|| d S )Nr  r  r  r  r  z1,2,3,5# comment
)rL   re   rg   r   r  r   r  r'   r'   r(   test_commentsg  s   
zTestFromTxt.test_commentsc                 C   sp   t g dt}ttdd}td}t j|fddi|}t|| td}t j|fddi|}t|| d S )	Nr  r  r  r  skip_headerr[   r  r  )rL   re   rg   dictr   r  r   r!  )r%   r*  rW   r   r)  r'   r'   r(   r  s  s   
zTestFromTxt.test_skiprowsc                 C   s   dd t ddD }|d |dd t dD  d|d	< td
dddd}tjtd|fi |}tjdd t dD dd dD d}t	|| d S )Nc                 S   s   g | ]}d | qS )z# %ir'   r   r'   r'   r(   r,     r-   z0TestFromTxt.test_skip_footer.<locals>.<listcomp>r[   r   zA, B, Cc                 S   s   g | ]	}d |||f qS )z%i,%3.1f,%03sr'   r   r'   r'   r(   r,     s    3   z99,99rB  r  Tr   r  )r  r  r  skip_footerr   c                 S   s"   g | ]}d | d | d | fqS )rN  r'   r   r'   r'   r(   r,     s   " )   c                 S      g | ]}|t fqS r'   r~   r+   _r'   r'   r(   r,     r-   ABCrc   )
r   r   r0  r  rL   r  r   r   re   r   )r%   r   rW   r)  ctrlr'   r'   r(   test_skip_footer  s   
zTestFromTxt.test_skip_footerc              
   C   s<  t  }|t d}tttjt|dd tjt|ddd}t|t	ddgddgddgd	d	gg tjt|d
d}t|t	ddgddgddgd	d	gg d}tjt|ddd}t|t	ddgddgd	d	gddgg tjt|d
dd}t|t	ddgddgd	d	gg W d    d S 1 sw   Y  d S )Nz1 1
2 2
3 3
4 4
5  
6  
7  
r[   )r  F)r  invalid_raiser  r  r  r  r5   z1 1
2  
3 3
4 4
5  
6 6
7 7
r  )
r   r   r   r   r  rL   r  r   r   re   )r%   r   basestrr_   r'   r'   r(   test_skip_footer_with_invalid  s,   

((
(
$"z)TestFromTxt.test_skip_footer_with_invalidc                 C   s   t d}tjdd"}tddtj tj|d dd}t|d jtju  W d    n1 s/w   Y  t	dd	gt	d
dgt	ddgd}t
|d |d  t
|d |d  t
|d |d  d S )Nz)gender age weight
M 64.0 75.0
F 25.0 60.0Tr   r   r    rd   r  r   rV  rW  r  r  r  r  r  r  r  r  )r   r   r   r   rL   VisibleDeprecationWarningr  r   categoryre   r   r%   r   r5  r)  r*  r'   r'   r(   test_header  s   zTestFromTxt.test_headerc                 C   s   t d}tjdd!}tddtj tj|d d}t|d jtju  W d    n1 s.w   Y  t	dd	gt	d
dgt	ddgt	ddgt	ddgg}t
|jjg d t|D ]\}}t
|d|  | q`d S )Nz*A 64 75.0 3+4j True
BCD 25 60.0 5+6j FalseTr   r   r    rc   r      As   BCD@      r  r  y      @      @y      @      @F)f0f1f2f3r  zf%i)r   r   r   r   rL   r  r  r   r  re   r   rd   r  r   )r%   r   r5  r)  r*  r   r  r'   r'   r(   test_auto_dtype  s    zTestFromTxt.test_auto_dtypec                 C   s:   t d}tj|d d}tg dg dg}t|| d S )Nz1 2 3 4
5 6 7 8
rc   rm   )r   r   r  r  r   rL   r  re   r   r%   r   r)  r*  r'   r'   r(   test_auto_dtype_uniform  s   z#TestFromTxt.test_auto_dtype_uniformc                 C   sZ   t d}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|| d S )Nr  rw   rz   r   r&   r  r  r  r  rc   )r   rL   rd   rg   rf   r  re   r   r%   r   
fancydtyper)  r*  r'   r'   r(   r    s
   "zTestFromTxt.test_fancy_dtypec                 C   sN   ddd}t d}d}tj|||d}||d< tjdd	g|d
}t|| d S )N)gr_   r5  r  r  s   M 64.0 75.0
F 25.0 60.0r  r  r  r  r  rc   r  )r%   r  r   r  r)  r*  r'   r'   r(   test_names_overwrite  s   z TestFromTxt.test_names_overwritec                 C   s>   t jtdd td W d    d S 1 sw   Y  d S )Nzfname must be a string,r   {   )r   r   r  rL   r  rx  r'   r'   r(   test_bad_fname  s   "zTestFromTxt.test_bad_fnamec                 C   s  t d}tjdd"}tddtj tj|dd d}t|d jtju  W d    n1 s/w   Y  tj	g dd	d
t
fdtfgd}t|| t d}tjdd"}tddtj tj|dd d}t|d jtju  W d    n1 sxw   Y  t|| d S )NzN
#gender age weight
M   21  72.100000
F   35  58.330000
M   33  21.99
        Tr   r   r    )r  rd   r   ))r  r  gfffffR@)r  rX  g
ףp=*M@)r  r  g=
ףp5@)r  rS  r  r  rc   sO   
# gender age weight
M   21  72.100000
F   35  58.330000
M   33  21.99
        r   r   r   r   rL   r  r  r   r  re   rg   rf   r   )r%   r   r5  r)  r  r'   r'   r(   test_commented_header  s"   

z!TestFromTxt.test_commented_headerc                 C   sJ   t d}tj|ttfd dd}tjddgdtfdtfgd}t|| d S )	Nzcol1 col2
 1 2
 3 4T)rd   r  r  rt   ru   col1col2rc   r   rL   r  rg   re   r   r  r'   r'   r(   test_names_and_comments_none  s   z(TestFromTxt.test_names_and_comments_nonec              
   C   s   t  c}tj|d}t|d}|d  W d    n1 s"w   Y  t $ t	t
 tj|dd W d    n1 sBw   Y  W d    n1 sQw   Y  W d    d S W d    d S 1 siw   Y  d S )Nr9  r      ϖasciirk  )r   rS   r  r   r   r*   r  r   r   r   UnicodeDecodeErrorrL   r  )r%   r?  fpathr   r'   r'   r(   test_file_is_closed_on_error  s   "z(TestFromTxt.test_file_is_closed_on_errorc                 C   s   t d}tjdd#}tddtj tj|ddd d}t|d jtju  W d    n1 s0w   Y  tj	d	d
dt
fdtfgd}t|| d S )NA B C D
 aaaa 121 45 9.1Tr   r   r    ACD)r  r  rd   r   )r  -   333333"@r  |S4r  r  rc   r  r  r'   r'   r(   test_autonames_and_usecols  s   z&TestFromTxt.test_autonames_and_usecolsc                 C   sJ   t d}tj|tdddd idd}tdd	gd
dggt}t|| d S )Nr  r  r5   c                 S   r  r  r  r  r'   r'   r(   r  !  r  z:TestFromTxt.test_converters_with_usecols.<locals>.<lambda>r  r  ra   r  r  r  r  r  r'   r'   r(   r    s   

z(TestFromTxt.test_converters_with_usecolsc              	   C   s   t d}tjdd(}tddtj tj|ddd ddd	 id
}t|d jtju  W d    n1 s5w   Y  tj	dddt
fdtfgd}t|| d S )Nr  Tr   r   r    r  r  c                 S   s   dt |  S )Nra   r  r  r'   r'   r(   r  -  r  zDTestFromTxt.test_converters_with_usecols_and_names.<locals>.<lambda>)r  r  rd   r  r   )r  Z   r  r  r  rc   r  r  r'   r'   r(   &test_converters_with_usecols_and_names&  s   

z2TestFromTxt.test_converters_with_usecols_and_namesc                 C   sb   ddd i}t d}tj|dd ddg|d}tjtdd	d
dfdtjfdtfgd}t|| d S )Ndatec                 S   r  Nz%Y-%m-%d %H:%M:%SZ)r:   r  r'   r'   r(   r  6  r  z9TestFromTxt.test_converters_cornercases.<locals>.<lambda>2009-02-03 12:00:00Z, 72214.0r  r  r  rd   r  r    ra   r5       `@rc   )r   rL   r  re   r   object_rf   r   r%   	converterr   r)  r*  r'   r'   r(   test_converters_cornercases3  s   
z'TestFromTxt.test_converters_cornercasesc                 C   s\   ddd i}t d}tj|dd ddg|d}tjtdd	d
dfddtfgd}t|| d S )Nr  c                 S   s   t t| dS r  )rL   
datetime64r:   r  r'   r'   r(   r  A      z:TestFromTxt.test_converters_cornercases2.<locals>.<lambda>r  r  r  r  r  ra   r5   r  )r  zdatetime64[us]rc   )r   rL   r  re   r   rf   r   r  r'   r'   r(   test_converters_cornercases2>  s   

z(TestFromTxt.test_converters_cornercases2c                 C   sb   t d}tj|dddd id}t|ddg |d tj|dd	d
d id}t|ddg d S )Nz1 21
  3 42
r  r   c                 S   r  r  r  r  r'   r'   r(   r  M  r  z3TestFromTxt.test_unused_converter.<locals>.<lambda>r  r  r  r[   c                 S   r  r  r  r  r'   r'   r(   r  R  r  r  r  )r   rL   r  r   rG   r%   r   r)  r'   r'   r(   r  I  s   


z!TestFromTxt.test_unused_converterc                 C   sF   dd }dd }t d}t||ddd d}tttj|fi | d S )Nc                 S   4   t d|  v r|  d pd|  vr|  pdS )N   rrB  r  rf   lowerr1  r  r  r'   r'   r(   r  V      z4TestFromTxt.test_invalid_converter.<locals>.<lambda>c                 S   r  )N   %r   r  r  r  r'   r'   r(   r  X  r  zgD01N01,10/1/2003 ,1 %,R 75,400,600
L24U05,12/5/2003, 2 %,1,300, 150.5
D02N03,10/10/2004,R 1,,7,145.55rd  r  )r  r  rd   )r   r  r   r
   rL   r  )r%   
strip_rand	strip_perr&   rW   r'   r'   r(   test_invalid_converterU  s   
z"TestFromTxt.test_invalid_converterc                 C   sH   t d}dd }tj|dd|id}tddgd	d
gg}t|| d S )Nz	q1,2
q3,4c                 S   s   t | dd  S r  r~   r  r'   r'   r(   r  e  r  z;TestFromTxt.test_tricky_converter_bug1666.<locals>.<lambda>r  r   )r  r  r  r  r  r  r  )r%   r&   cnvr)  r*  r'   r'   r(   test_tricky_converter_bug1666b  s
   z)TestFromTxt.test_tricky_converter_bug1666c                 C   s|   d}t jt|dtdtid}t jdgddtfdtfgd	}t|| t jt|dtdtid}t g d
}t|| d S )Nz2009; 23; 46r!  r   r"  )2009      7@.   )r  r  r  r  rc   )g     d@r  r  )rL   r  r   rf   r7   re   r   )r%   dstrr)  r*  r'   r'   r(   test_dtype_with_convertersj  s   




z&TestFromTxt.test_dtype_with_convertersc                    s   d}ddddd g d}t t t  fdd	d
}tjt||dd |d}tjjg d|d}t|| g d}tjt||ddd |d}tjjg d|d}t|| d S )Nz!1,5,-1,1:1
2,8,-1,1:n
3,3,-2,m:n
r   r[   ra   r5   )z1:1z1:nzm:1zm:n)e1rx   e2rx   )e3i2r   i1c                    s    |    S r"   r  )rr   dmapr'   r(   r  z  r  zDTestFromTxt.test_dtype_with_converters_and_usecols.<locals>.<lambda>)r   r[   ra   r5   r  )rd   r  r  r  ))r[   r   rB  r   )ra   r  rB  r[   )r5   r5   r5   rc   )r  r  r  )r   r[   r5   )rd   r  r  r  r  ))r[   r   r   )ra   r  r[   )r5   r5   r5   )rg   rL   
recfromcsvr   recre   r   )r%   r  dtypconvr)  r*  r'   r  r(   &test_dtype_with_converters_and_usecolsv  s   
z2TestFromTxt.test_dtype_with_converters_and_usecolsc                 C   s   d}dt fdtfg}dd }d|i}tjt|d||d}tjdtd	ddfd
tdddfg|d}t|| ddt fdtfgfg}tt	d tjt|d||d}W d    n1 s]w   Y  dt fdtfdg fg}tt	d tjt|d||d}W d    d S 1 sw   Y  d S )Nr  r  r  c                 S   r  r  r  r  r'   r'   r(   r    r   z4TestFromTxt.test_dtype_with_object.<locals>.<lambda>r[   r!  r"  r#  ra   r$  r%  rc   nestzNested fields.* not supported.*)
rg   rk   rL   r  r   re   r   r   r   NotImplementedErrorr&  r'   r'   r(   r+    s8   
"z"TestFromTxt.test_dtype_with_objectc                 C   sH   t jtdtd}|d dksJ t jtdtd}|d dks"J d S )N1rc   r'      1strings   string)rL   r  r   rk   )r%   parsedr'   r'   r(   #test_dtype_with_object_no_converter  s   z/TestFromTxt.test_dtype_with_object_no_converterc                 C   sH   t d}tj|dd tddtid}tjdgddtfgd	}t|| d S )
Nzskip,skip,2001-01-01,1.0,skipr  rd  ra   )r  r  rd   r  r  )
2001-01-01r  )r    |S10r    rc   )r   rL   r  rf   r7   re   r   r  r'   r'   r(   'test_userconverters_with_explicit_dtype  s   
z3TestFromTxt.test_userconverters_with_explicit_dtypec              
   C   s   d}t  6}t|d}|d| d  W d    n1 sw   Y  tj|dd tddtjjidd	}W d    n1 s>w   Y  tjd
|	d dfgddtfgd}t
|| d S )Nr7  r   s   skip,skip,2001-01-01s	   ,1.0,skipr  rd  ra   r8  )r  r  rd   r  r  r<  r  r  )r    z|U11r    rc   )r   r   r*   rL   r  rf   compatunicodere   r8   r   )r%   r>  r  r   r)  r*  r'   r'   r(   ,test_utf8_userconverters_with_explicit_dtype  s   
z8TestFromTxt.test_utf8_userconverters_with_explicit_dtypec                 C   s6   t d}t|}tg dg dg}t|| d S )Nz1  2  3  4   5
6  7  8  9  10)r  r  r  r        @)r        @r        "@g      $@r  r  r'   r'   r(   test_spacedelimiter  s   

zTestFromTxt.test_spacedelimiterc                 C   s@   d}t jt|dd}t g dg dg dg}t|| d S )Nz  1  2  3
  4  5 67
890123  4r5   )r  r   )rb   r   C   )iz  r  rb   rL   r  r   re   r   r  r'   r'   r(   test_integer_delimiter  s   z"TestFromTxt.test_integer_delimiterc                 C   s@   t d}tj|tdddd id}tg dt}t|| d S )Nr  r  r5   c                 S   r  r  r  r  r'   r'   r(   r    r  z*TestFromTxt.test_missing.<locals>.<lambda>r  r  r  r  r'   r'   r(   r    s   

zTestFromTxt.test_missingc                 C   sh   d}t jt|ddd}t dt jdt jfdt jdfg}t jg d	td
}t|j| t|j| d S )Nz1	2	3
	2	
1		3rN  T)r  usemaskr   ra   r[   r5   )r   r   r   r[   r   r[   r   r[   r   rc   )	rL   r  r   re   nanboolr   r   mask)r%   rF  r)  ctrl_dctrl_mr'   r'   r(   test_missing_with_tabs  s   "z"TestFromTxt.test_missing_with_tabsc                 C   s   t ddgddggt}t }t || |d t j|tdd}t||d d df  t g dg d	gt}t }t || |d t j|td
d}t||d d dd f  |d t j|tt ddgd}t||d d dd f  d S )Nr[   ra   r5   rb   r   r  r  r   r  rt   )rL   re   rf   r   r   rG   r  r   r  r'   r'   r(   r    s   


zTestFromTxt.test_usecolsc                 C   sB   d}t jt|ddd}t jddgdd d	D d
}t|| d S )N1 2 3
4 5 6a, b, cza, c)r  r  r  rb   r   c                 S   r  r'   r~   r  r'   r'   r(   r,     r-   z3TestFromTxt.test_usecols_as_css.<locals>.<listcomp>acrc   r'  r%   r   r)  r  r'   r'   r(   test_usecols_as_css  s   
zTestFromTxt.test_usecols_as_cssc                 C   sZ   t d}ddg}ddg}tj|dtt||d}t|d dd	g t|d d
dg d S )NzJOE 70.1 25.3
BOB 60.5 27.9r  r  r  r  r  r  r  r  r  r  )r   rL   r  r4  r   r   )r%   r   r  r  r)  r'   r'   r(   "test_usecols_with_structured_dtype  s   z.TestFromTxt.test_usecols_with_structured_dtypec                 C   s*   t jtddd}t|t ddg d S )Ns   1 2 3
4 5 6r   r  r  r  )rL   r  r   r   re   )r%   r)  r'   r'   r(   test_usecols_with_integer  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|fd	d
i|}t|| t jt|fd	di|}t|| d S )Nr  r5  r_   r   rc   r3  r4  )r  r  r   rB  )r_   r   )rL   re   rf   r  r  r   r   )r%   r  r   rW   r)  r'   r'   r(   test_usecols_with_named_columns  s   

z+TestFromTxt.test_usecols_with_named_columnsc                 C   sv   t  .}|jdd t }t|}t|tg  tj|dd}t|tg  W d    d S 1 s4w   Y  d S )Nzgenfromtxt: Empty input file:)messager[   )r  )r   r   r   rL   r  r   re   )r%   r   r   r)  r'   r'   r(   r    s   
"zTestFromTxt.test_empty_filec                 C   s\   t d}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|| d S )Nr  rw   rz   r   r&   r  T)rd   r  r)  r  r  rc   )	r   rL   rd   rg   rf   r  mare   r   r  r'   r'   r(   test_fancy_dtype_alt  s
   "z TestFromTxt.test_fancy_dtype_altc                 C   r  r  )r   rL   rd   rf   rg   r  re   r   r  r'   r'   r(   r  '  r  zTestFromTxt.test_shaped_dtypec                 C   s   t d}tdddd}tj|fd dd|}tjddgd	d
gdtfdtfgd}t|| t|j|j |	d tj|fddi|}tjddgd	d
gdt
fdt
fgd}t|| t|j|j d S )NA,B
0,1
2,N/Ar  N/ATr  missing_valuesr  rd   r)  r_  ra   rB  FFFTr  Br/  rd   r   r)  )r   r  rL   r  r>  re   rg   r   r/  rG   rf   r%   r   rW   r)  r*  r'   r'   r(   test_withmissing0  s"   




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|fdd	i|}tjg d
g d|d}t	|| ||d< tjt|fdddddd|}tjg d
g d|d}t	|| tjt|fdddddd|}tjg d
g d|d}t	|| d S )Nz4A, B, C
0, 0., 0j
1, N/A, 1j
-9, 2.2, N/A
3, -99, 3jr  T)rd   r  r  r  rH  r  rC  rA  ))r   r  y                )r[   r  r#  )r\  g@            8)r5   y              @)r*  r,  )r   r   r[   r*  rI  rd   r\  rM  rL  r   r[   ra   )rC  r)  )r*  r,  r+  r,  )r   rH  r  )
r  rg   rf   r   rL   r  r   r>  re   r   )r%   r   
basekwargsmdtyper)  r*  r'   r'   r(   test_user_missing_valuesB  sB   





z$TestFromTxt.test_user_missing_valuesc              	   C   s8  t jddgdtfdtfgd}d}tdtdd	d
ddddddd}t jt|fi |}t jddgdd dD d}t|| t jt|fddi|}t jddgdd dD d}t|| d}t jt|dtddd}t g dg dg}t|| t jt|dtddd}t g dg d g}t|| d S )!N)r   r5   )rb   r  r_   r   rc   zN/A, 2, 3
4, ,???r  za,b,crA  r   z???)r   r   ra   r   r  )r  rd   r  rC  filling_values)r   ra   r5   )rb   r   r  c                 S   r  r'   r  r  r'   r'   r(   r,   m  r-   z8TestFromTxt.test_user_filling_values.<locals>.<listcomp>abcr  r;  c                 S   r  r'   r  r  r'   r'   r(   r,   q  r-   r6  z1,2,*,4
5,*,7,8
*)r  rd   rC  rR  )r[   ra   r   rb   )r   r   r  r  rB  )r[   ra   rB  rb   )r   rB  r  r  )rL   re   rg   r  r  r   r   )r%   r  r   rW   r)  data2r'   r'   r(   test_user_filling_valuesb  s6   





z$TestFromTxt.test_user_filling_valuesc                 C   s^   t d}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|| t|j|j d S )NzA,B
0,1.5
2,-999.00r  z-999.0T)rd   r  rC  r  r)  )r   r  )ra   g      rF  rG  r  rH  rI  )	r   rL   r  r>  re   rg   rf   r   r/  r  r'   r'   r(   test_withmissing_float~  s   


z"TestFromTxt.test_withmissing_floatc                 C   sN   t d}tj|d ddd}tjg dg dgg dg dgd}t|| d S )	Nz1 2 3
4 5 6
2,5Trd   rC  r)  r   r  r,  )r/  )r   rL   r  r>  re   r   r  r'   r'   r(   test_with_masked_column_uniform  s   &z+TestFromTxt.test_with_masked_column_uniformc                 C   sR   t d}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|| d S )NzTrue 2 3
False 5 6
rX  TrY  r   )r   r   r   r,  r  r  r  rI  )r   rL   r  r>  re   r.  rg   r   r  r'   r'   r(   test_with_masked_column_various  s   
z+TestFromTxt.test_with_masked_column_variousc                    s   dgd }t dD ]}d|d| < q	|dd td|td	d d
d  fdd}tt|}tt|d t|t	j
ddd dD d d ttt	jd	d
d d S )N1, 1, 1, 1, 1rR  r   2, 2, 2, 2 2r  r   a, b, c, d, er   r  Tr  rd   r  c                         t jfddi S )Nr  FrL   r  r'   rW   mdatar'   r(   r        z)TestFromTxt.test_invalid_raise.<locals>.fr  c                 S   r  r'   r  r  r'   r'   r(   r,     r-   z2TestFromTxt.test_invalid_raise.<locals>.<listcomp>abcderc   r  r  )r   insertr   r   r  r   r   r   lenrL   r   rG   r   r  r  )r%   r   r   r   mtestr'   rb  r(   test_invalid_raise  s   




zTestFromTxt.test_invalid_raisec                    s   dgd }t dD ]}d|d| < q	|dd td|td	d d
dd  fdd}tt|}tt|d t|t	j
ddd dD d d t	jfddi }tt|d t	j
ddd dD d}d|dd t dD < t|| d S )Nr\  rR  r   r]  r  r   r^  r   r  TF)r  rd   r  r  c                      r`  )Nr  )r   rb   ra  r'   rb  r'   r(   r     rd  z6TestFromTxt.test_invalid_raise_with_usecols.<locals>.fr  c                 S   r  r'   r  r  r'   r'   r(   r,     r-   z?TestFromTxt.test_invalid_raise_with_usecols.<locals>.<listcomp>aerc   r  r_  c                 S   r  r'   r  r  r'   r'   r(   r,     r-   abrD  c                 S   s   g | ]}d | qS )r  r'   r  r'   r'   r(   r,     r-   )r   rg  r   r   r  r   r   r   rh  rL   r   rG   r  )r%   r   r   r   ri  r*  r'   rb  r(   test_invalid_raise_with_usecols  s$   


z+TestFromTxt.test_invalid_raise_with_usecolsc                 C   sV   dgd }t d|}ddd i}td|dd	 d
D d}tttj|fi | d S )Nz1, 1, 1, 1, -1.1rR  r   rb   c                 S   s   d|    S )Nz(%s)r  r  r'   r'   r(   r    r  z5TestFromTxt.test_inconsistent_dtype.<locals>.<lambda>r  c                 S   r  r'   r  r  r'   r'   r(   r,     r-   z7TestFromTxt.test_inconsistent_dtype.<locals>.<listcomp>re  )r  r  rd   )r   r   r  r   r  rL   r  )r%   r   rc  r  rW   r'   r'   r(   test_inconsistent_dtype  s   
z#TestFromTxt.test_inconsistent_dtypec                 C   sL   d}t jt|dd dd}t jddgdtfdtfd	tfgd
}t|| d S )N0, 1, 2.3
4, 5, 6.7r  f%02ir  rd   
defaultfmtr   r[   ffffff@)rb   r   @f00f01f02rc   )rL   r  r   re   rg   rf   r   r%   r   ri  r  r'   r'   r(   test_default_field_format  s   

z%TestFromTxt.test_default_field_formatc                 C   sB   d}t jt|dtdd}t jg dg dgtd}t|| d S )Nro  r  rp  rq  r  r  rt  r  r"  ru  rc   rL   r  r   rf   re   r   ry  r'   r'   r(   test_single_dtype_wo_names  s   
z&TestFromTxt.test_single_dtype_wo_namesc                 C   D   d}t jt|dtdd}t jddgdd d	D d
}t|| d S )Nro  r  r4  r_  r{  r|  c                 S   r  r'   r~   r  r'   r'   r(   r,     r-   zBTestFromTxt.test_single_dtype_w_explicit_names.<locals>.<listcomp>rS  rc   r}  ry  r'   r'   r(   "test_single_dtype_w_explicit_names     

z.TestFromTxt.test_single_dtype_w_explicit_namesc                 C   r  )Nza, b, c
0, 1, 2.3
4, 5, 6.7r  Tr_  r{  r|  c                 S   r  r'   r~   r  r'   r'   r(   r,     r-   zBTestFromTxt.test_single_dtype_w_implicit_names.<locals>.<listcomp>rS  rc   r}  ry  r'   r'   r(   "test_single_dtype_w_implicit_names  r  z.TestFromTxt.test_single_dtype_w_implicit_namesc                 C   sR   d}t jt|dtttfdd}t jddgdtfdtfd	tfgd
}t|| d S )Nro  r  zf_%02irq  )r   r  rt  )rb   r"  ru  f_00f_01f_02rc   rL   r  r   rg   rf   re   r   ry  r'   r'   r(   test_easy_structured_dtype  s   

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|fi |}t|d j	tju  W d    n1 s6w   Y  tj
d	gd
dtfdgd}t|| tjdd'}tddtj tjt|fddi|}t|d j	tju  W d    n1 s}w   Y  tj
dgddtfdgd}t|| d S )Nz01/01/2003  , 1.3,   abcder  )r  rd   Tr   r   r    r   )z01/01/2003  ?z   abcde)r  z|S12r  )r  rM  rc   	autostrip)z
01/01/2003r  re  )r  r  )r  z|S5)r  r   r   r   rL   r  r  r   r   r  re   rf   r   )r%   r   rW   r5  ri  r  r'   r'   r(   test_autostrip  s(   
zTestFromTxt.test_autostripc                 C   s   d}t jt|ddd d}dtfdtfdtfg}t jd|d	}t|| t jt|ddd d
d
d}dtfdtfdtfg}t jd|d	}t|| t jt|ddd d
d}dtfdtfdtfg}t jd|d	}t|| d S )NzA.A, B (B), C:C
1, 2, 3.14r  Tr  r  rd   AAB_BCC)r[   ra   gQ	@rc   r    r  r  rd   replace_spacedeletecharsA.AB (B)C:Cr  r  rd   r  B_(B)r  r%   rF  r)  
ctrl_dtyper  r'   r'   r(   test_replace_space  *   




zTestFromTxt.test_replace_spacec                 C   s   d}t jt|ddtd}dtfdtfdtfg}t jd|d	}t|| t jt|ddtd
d
d}dtfdtfdtfg}t jd|d	}t|| t jt|ddtd
d}dtfdtfdtfg}t jd|d	}t|| d S )NzA.A, B (B), C:C
1, 2, 3r  Tr  r  r  r  r   rc   r    r  r  r  r  r  r  )rL   r  r   rg   re   r   r  r'   r'   r(   test_replace_space_known_dtype%  r  z*TestFromTxt.test_replace_space_known_dtypec                 C   s   d}t ddd}tjddgdd d	D d
}tjt|fdd i|}t|| tjddgdd d	D d
}tjt|fi |}d S )NzA,,C
0,1,2
3,4,5r  Trf  rN  r  c                 S   r  r'   r  r  r'   r'   r(   r,   C  r-   z5TestFromTxt.test_incomplete_names.<locals>.<listcomp>)r  r  r  rc   rd   c                 S   r  r'   r~   r  r'   r'   r(   r,   H  r-   )r  rL   re   r  r   r   r%   r   rW   r  r)  r'   r'   r(   test_incomplete_names=  s   


z!TestFromTxt.test_incomplete_namesc                 C   sP   d}t jt|tttfdd}t jddgdtfdtfdtfgd}t|| d S )	Nz1 2 3
 4 5 6r_   r  r   r  r  r  rc   r  r7  r'   r'   r(   test_names_auto_completionK  s   


z&TestFromTxt.test_names_auto_completionc                 C   s   d}d}t jt|tttfdddd}t|jj| t jt|tttfdddd}t|jj| t jt|tdddd}t|jj| d S )Nz'A,B,C,D,E
0,1,2,3,4
0,1,2,3,4
0,1,2,3,4)r  r  Er  )r   ra   rb   T)rd   r  r  r  )rL   r  r   rg   r   rd   r  )r%   r   
ctrl_namesr)  r'   r'   r(   test_names_with_usecols_bug1636T  s"   




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|fi |}t|| t ddd d}tjddgdtfdtfd	tfgd
}tjt|fi |}t|| d S )Nz-    A    B   C
    0    1 2.3
   45   67   9.)r   r   rb   Tr  rs  )r  r&  r$  r  rH  r  rc   r   )r  rL   re   rg   rf   r  r   r   r  r'   r'   r(   test_fixed_width_namesg  s   


z"TestFromTxt.test_fixed_width_namesc                 C   sV   d}t dd dd}tjg dg dg dgtd}tjt|fi |}t|| d S )	Ns   1, 2, 3
1, , 5
0, 6, 
r  r  )r  rd   rR  r   )r[   r  r   )r   r   r  rc   )r  rL   re   rg   r  r   r   r  r'   r'   r(   test_filling_valuesv  s
    zTestFromTxt.test_filling_valuesc                 C   s   t jdd%}t ddtj tjtdd d dd}t|d jtju  W d    n1 s.w   Y  t	|d	 d
 t jdd%}t ddtj tjtdd d dd}t|d jtju  W d    n1 shw   Y  t	|d	 d d S )NTr   r   r    ztest1,testNonetherestofthedatar  rd   r  r  r   r[   s   testNonetherestofthedataztest1, testNonetherestofthedatas    testNonetherestofthedata)
r   r   r   rL   r  r  r   r   r  r   )r%   r5  r)  r'   r'   r(   test_comments_is_none~  s    

z!TestFromTxt.test_comments_is_nonec                 C   s  d}d}d| d }|| | }t jdd%}t ddtj tjt|d d d	d
}t|d jtju  W d    n1 s>w   Y  t	|d d t	|d d|  t	|d d tjt|d d d	dd}t	|d d t	|d d|
d  t	|d d t jdd'}t ddtj tjtd| d d d	d
}t|d jtju  W d    n1 sw   Y  t	|d d t	|d d|  d S )Ns      norm1,norm2,norm3
   test1,testNonethe   ,test3
Tr   r   r    r  r  r   )r[   r      test1)r[   r[      testNonethert      test3r4   rd   r  r  r<  test1testNonethetest3   0,testNonether  r  )r   r   r   rL   r  r  r   r   r  r   r8   )r%   r4   normencr&   r5  r)  r'   r'   r(   test_latin1  s<   

zTestFromTxt.test_latin1c                 C   s6   d}| j t|d dd}t|t|d  d S r  )ro  r   r   rL   re   r8   r1  r  r'   r'   r(   test_binary_decode_autodtype  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|d d d	d
}t|d jtju  W d    n1 s>w   Y  t	g ddd| dgg dg}t
|| d S )Nr7  r  r  r  Tr   r   r    r  r  r   )s   norm1s   norm2s   norm3r  r  r  )r   r   r   rL   r  r  r   r   r  re   r   )r%   r>  r  r  r&   r5  r)  ctlr'   r'   r(   test_utf8_byte_encoding  s"   
z#TestFromTxt.test_utf8_byte_encodingc              	   C   s4  d}t  }t|d}|d| d d  W d    n1 s!w   Y  tj|d d ddd}tjd	d
|d dgd	d
|d dggtjd}t|| t|d}|d|  W d    n1 sfw   Y  tj|d d ddd}t	|d d t	|d d
|d  W d    d S 1 sw   Y  d S )Nr7  r   r  r  ra   r  r8  r  r  r  r  rc   r  r  r   r  )
r   r   r*   rL   r  re   r8   r=  r   r   )r%   r>  r  r   r)  r  r'   r'   r(   test_utf8_file  s0   


"zTestFromTxt.test_utf8_filec           	   	   C   s\  d}d}zt  }|| W n ttfy   td Y nw t }t	|d}|
d |
d| d  |
d| d	  W d    n1 sLw   Y  tjd
d#}tddtj tj|d d dd}t|d jtju  W d    n1 s}w   Y  tjg dd|dgdd| dggtjd}t|| W d    d S 1 sw   Y  d S )Nr  u   öüözTSkipping test_utf8_file_nodtype_unicode, unable to encode utf8 in preferred encodingri  znorm1,norm2,norm3
znorm1,z,norm3
ztest1,testNonethez,test3
Tr   r   r    r  r  r   )norm1norm2norm3r  r  r  r  r  rc   )r  r  r  UnicodeErrorImportErrorr   rz  r   r  r   r*   r   r   r   rL   r  r  r   r  re   r=  r   )	r%   r>  r4   r<  r  r   r5  r)  r  r'   r'   r(   test_utf8_file_nodtype_unicode  s@   

"z*TestFromTxt.test_utf8_file_nodtype_unicodec                 C   s   t d}tdddd}tj|fi |}tjddgdtfd	tfgd
}tt|tj t	|| t d}tj|fd dd|}t
jddgddgdtfd	tfgd}t	|| t	|j|j t	|jddg d S )NA,B
0,1
2,3r  rA  TrB  r_  rd  r  rH  rc   r@  rD  rE  rF  rG  rI  r   ra   )r   r  rL   
recfromtxtre   rg   r   rJ   recarrayr   r>  r/  r  rJ  r'   r'   r(   test_recfromtxt  s"   



zTestFromTxt.test_recfromtxtc                 C   s  t d}tdddd}tj|fdd i|}tjddgdtfd	tfgd
}tt|tj t	|| t d}tj|fd dd|}t
jddgddgdtfd	tfgd}t	|| t	|j|j t	|jddg t d}tj|dd}tjddgdtfdtfgd
}tt|tj t	|| t d}dtfdtfg}tj|d|d}tjddg|d
}tt|tj t	|| t d}tj|ddd id}tjddgdtdffgd
}t	|j|j t	|| d S )Nr  rA  TrC  r  case_sensitiverd   r_  rd  r  rH  rc   r@  rD  rE  rF  rG  rI  r   ra   )rC  r_   r   )rC  rd   zcolor
"red"
"blue"c                 S   r  )N   ")r  r  r'   r'   r(   r  -	  r  z-TestFromTxt.test_recfromcsv.<locals>.<lambda>)r  )red)bluecolorrb   )r   r  rL   r  re   rg   r   rJ   r  r   r>  r/  r  rf   r7   rd   )r%   r   rW   r)  r*  rd   r'   r'   r(   test_recfromcsv		  sJ   







zTestFromTxt.test_recfromcsvc                 C   s  d}t |}tj|dd}t|}t|ddgddgddgg t|d	d
gddgg tttjt |dd d}tjt |dd}tddgddgg}t|| tttjt |ddd tttjt |dd t M}|t	 tjt |ddd}tddgddgddgddgg}t|| tjt |ddd}tddgddgddgddgg}t|| W d    n1 sw   Y  d}t |}tj|dddd}tjg dddgd}t|| tj|d |j
d}tjddgddgd}t|| d S ) Nz1 2
3 4
5 6
7 8
9 10
r5   )rq  r[   ra   rb   r   r   r  r  r  r  r   z1 1
2 2
0 
3 3
4 4
5  
6  
7  
r  r  )r  rq  F)rq  r  r  r  z"a b
#c d
1 1
2 2
#0 
3 3
4 4
5  5
T)r  rq  r  ))r  r  )r  r  )r  r  )r   <f8)r  r  rc   )rq  rd   )r  r  )r"  r"  )r   rL   r  r   r   r  re   r   r   r   rd   )r%   r   rF  a1a2r)  r*  r   r'   r'   r(   rr  2	  sH   


"
"


zTestFromTxt.test_max_rowsc              
   C   s   t dd}d}|D ]?}d| d }t '}t|d}|| W d    n1 s-w   Y  t |}W d    n1 sAw   Y  t|| qd S )Nr   rd  re  rg  rh  r5  )rL   rm  rn  r   r   r*   r  r   )r%   r/  rr  rs  r   rE   r   rt  r'   r'   r(   test_gft_using_filenameh	  s   z#TestFromTxt.test_gft_using_filenamec           	   
   C   s   t dd}d}|D ]`}d| d }t }tj|dd}|t| W d    n1 s0w   Y  tdd	*}t	|d}|| W d    n1 sPw   Y  t
t || W d    n1 sgw   Y  qd S )
Nr   rd  re  rg  rh  r5  fileobjrj  z.gz2r   )rL   rm  rn  r   rw  GzipFiler*   r   r   r   r   r  )	r%   rq  rr  rs  r   r&   r  rE   r   r'   r'   r(   test_gft_from_gzipv	  s    zTestFromTxt.test_gft_from_gzipc                 C   ra  )Nc                  s   s"    t dD ]	} td|  V  qd S rb  )r   r   rc  r'   r'   r(   r   	  s   z3TestFromTxt.test_gft_using_generator.<locals>.countr  )rL   r  r   rm  rd  r'   r'   r(   test_gft_using_generator	  s   z$TestFromTxt.test_gft_using_generatorc                 C   s   t d}tj|d d}t|jjg d t|jd tk t|jd tjk t|jd tj	k t
|d d t|d d t|d d	 d S )
Nz%73786976294838206464 17179869184 1024rc   )r  r  r  r  r  r  g      Dl        i   )r   rL   r  r   rd   r  r   rf   r  int_r   r  r'   r'   r(   test_auto_dtype_largeint	  s   z$TestFromTxt.test_auto_dtype_largeintc                 C   s^   t d}tj|ddd\}}}t|tg d t|tg d t|tg d d S )Nz1,2,3
4,5,6
7,8,9
0.0,1.0,2.0r  T)r  rU  )r  r  r#  r  )r  r"  r  r  )r  r  r$  r  )r   rL   r!  r   re   )r%   rF  r_   r   r   r'   r'   r(   test_unpack_float_data	  s
   z"TestFromTxt.test_unpack_float_datac                 C   s   t d}ddd}tj||dd\}}}t|jtd t|jtd t|jtd	 t|td
dg t|tddg t|tddg d S )NrQ  rR  r  r  TrT  r  rx   r  rV  rW  r  rX  rY  rZ  )r   rL   r  r   rd   r   re   r[  r'   r'   r(   r\  	  s   
z"TestFromTxt.test_unpack_structuredc                 C   sr   t d}tddgtddgtddgf}tj|d dd	d
}t||D ]\}}t|| t|j|j q&d S )NzM 21 72.
F 35 58.r  r  r  rX  rY  rZ  Tzutf-8)rd   rU  r<  )r   rL   re   r  r   r   r   rd   )r%   rF  expectedr)  rN   resultr'   r'   r(   test_unpack_auto_dtype	  s   (
z"TestFromTxt.test_unpack_auto_dtypec                 C   sR   t d}ddd}tjddgtjd}tj||dd	}t|| t|j|j d S )
Nz21
35r   rx   r  r  rX  rc   TrT  )r   rL   re   r  r  r   r   rd   r%   rF  r   r  r)  r'   r'   r(   test_unpack_single_name	  s   

z#TestFromTxt.test_unpack_single_namec                 C   sZ   t d}ddd}tjdtjd}tj||dd}t|| td	|j t|j|j d S )
Nr  r   r  r  r  rc   TrT  r'   )	r   rL   re   r  r  r   r   r]   rd   r  r'   r'   r(   test_squeeze_scalar	  s   

zTestFromTxt.test_squeeze_scalarndimrN  c                 C   s6   d}t jt||d}t jt||d}t|| d S )N42r]  )rL   r!  r   r  r   )r%   r  rF  r_   r   r'   r'   r(   r`  	  s   zTestFromTxt.test_ndmin_keywordN)^r0   r1   r2   r  rL   r  ro  r{   rj   rn   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r+  r  r  r!  r%  r(  r  r2  r  r8  r9  r:  r<  r  r?  r  rK  rQ  rV  rW  rZ  r[  rj  rm  rn  rz  r~  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  rr  r  r  r  r  r  r\  r  r  r  r   r   r   rg   r`  r'   r'   r'   r(   r  =  s    
		

	 


					#)6	

r  c                   @   sd   e Zd Zdd Zdd Zdd Zejje	ddd	d
 Z
dd Zdd Zdd Zdd Zdd ZdS )TestPathUsagec                 C   sn   t dd(}t|}tddgddgg}t|| t|}t|| W d    d S 1 s0w   Y  d S )N.txtr   g?ra   r5   rb   )r   r   rL   re   r   r!  r   )r%   r  r_   rw   r'   r'   r(   test_loadtxt	  s   
"zTestPathUsage.test_loadtxtc                 C   sp   t dd)}t|}tddgddggt}t|| t|}t|| W d    d S 1 s1w   Y  d S )Nr  r   r[   ra   r5   rb   )r   r   rL   re   rg   r   rM   r   r%   r  r_   r   r'   r'   r(   test_save_load	  s   
"zTestPathUsage.test_save_loadc                 C   s   t dd<}t|}tddgddggt}t|| tj|dd}t|| ~tr9t	  t	  W d    d S W d    d S 1 sDw   Y  d S )	Nr  r   r[   ra   r5   rb   rr   rq   )
r   r   rL   re   rg   r   rM   r   r   r   r  r'   r'   r(   test_save_load_memmap	  s   
"z#TestPathUsage.test_save_load_memmapzmemmap doesn't work correctlyro   c                 C   s   t ddE}t|}tddgddggt}t|| tj|dd}d	|d
 d
< d	|d
 d
< ~tr8t  t  t|}t	|| W d    d S 1 sMw   Y  d S )Nr  r   r[   ra   r5   rb   zr+r  r   r   )
r   r   rL   re   rg   r   rM   r   r   r   )r%   r  r_   r   r   r'   r'   r(   test_save_load_memmap_readwrite	
  s   
"z-TestPathUsage.test_save_load_memmap_readwritec              	   C   s   t dd8}t|}tj|dd t|}t|d d W d    n1 s(w   Y  W d    d S W d    d S 1 s@w   Y  d S Nr   r   r   r   r   )r   r   rL   r   rM   r   r%   r  r   r'   r'   r(   test_savez_load
  s   "zTestPathUsage.test_savez_loadc                 C   sf   t dd$}t|}tj|dd t|}t|d d |  W d    d S 1 s,w   Y  d S r  )r   r   rL   savez_compressedrM   r   rK   r  r'   r'   r(   test_savez_compressed_load"
  s   

"z(TestPathUsage.test_savez_compressed_loadc                 C   sf   t dd$}t|}tddg}t|| t|}t|| W d    d S 1 s,w   Y  d S )Nr  r   rt   ru   )r   r   rL   re   r   r  r   r  r'   r'   r(   test_genfromtxt+
  s   
"zTestPathUsage.test_genfromtxtc              	   C   s   t ddS}t|}|d}|d W d    n1 sw   Y  tdddd}tj|fi |}tjd	d
gdtfdtfgd}t	t
|tj t|| W d    d S 1 s[w   Y  d S )Nr  r   r5  r  r  rA  TrB  r_  rd  r  rH  rc   )r   r   r   r*   r  rL   r  re   rg   r   rJ   r  r   r%   r  r   rW   r)  r*  r'   r'   r(   r  3
  s   
"zTestPathUsage.test_recfromtxtc              	   C   s   t ddU}t|}|d}|d W d    n1 sw   Y  tdddd}tj|fdd i|}tjd	d
gdtfdtfgd}t	t
|tj t|| W d    d S 1 s]w   Y  d S )Nr  r   r5  r  rA  Tr  rd   r_  rd  r  rH  rc   )r   r   r   r*   r  rL   r  re   rg   r   rJ   r  r   r  r'   r'   r(   r  @
  s   
"zTestPathUsage.test_recfromcsvN)r0   r1   r2   r  r  r  r   r   r_  r   r  r  r  r  r  r  r'   r'   r'   r(   r  	  s    	
	r  c                  C   s`   t jd} t }tj|dd}t ||  |  |d tj|dd}tt 	||  d S )Nr   r   r5  r  r   rr   )
rL   r   r   rw  r  r   rK   rG   r   rM   r_   r&   r   r'   r'   r(   test_gzip_loadN
  s   
r  c                   @   s$   e Zd Zdd Zdd Zdd ZdS )
JustWriterc                 C   
   || _ d S r"   baser%   r  r'   r'   r(   r#   _
     
zJustWriter.__init__c                 C      | j |S r"   )r  r*   r$   r'   r'   r(   r*   b
     zJustWriter.writec                 C   s
   | j  S r"   )r  rF   rx  r'   r'   r(   rF   e
  r  zJustWriter.flushN)r0   r1   r2   r#   r*   rF   r'   r'   r'   r(   r  ^
  s    r  c                   @   s&   e Zd Zdd Zdd Zd	ddZdS )

JustReaderc                 C   r  r"   r  r  r'   r'   r(   r#   i
  r  zJustReader.__init__c                 C   r  r"   )r  r  )r%   r   r'   r'   r(   r  l
  r  zJustReader.readr   c                 C   s   | j ||S r"   )r  rG   )r%   offwhencer'   r'   r(   rG   o
  s   zJustReader.seekNr  )r0   r1   r2   r#   r  rG   r'   r'   r'   r(   r  h
  s    r  c                  C   sT   t jd} t }t|}t ||  |  |d t|}tt 	||  d S )Nr  r   )
rL   r   r   r  r   rF   rG   r  r   rM   r  r'   r'   r(   test_ducktypings
  s   
r  c               	   C   s   t  } tj| dd}|d |  | d tdd)}t|d}||   W d    n1 s5w   Y  t	
|}W d    n1 sIw   Y  |   t|g d d S )	Nr5  r     1 2 3
r   rA  r   r   r   )r   rw  r  r*   rK   rG   r   r   r  rL   r!  r   )r&   r  rE   r   rt  r'   r'   r(   test_gzip_loadtxt
  s   

r  c                  C   sV   t  } tj| dd}|d |  | d tj| dd}tt|g d d S )Nr5  r  r  r   rr   r   )	r   rw  r  r*   rK   rG   r   rL   r!  )r&   r   r'   r'   r(   test_gzip_loadtxt_from_string
  s   

r  c                  C   s   t  } td}td}tj| ||d | d t| }td|v  td|v  td| v  td| v  | D ]\}}t|dv  t	|j
d q?tt| dk |D ]}t|dv  q\td| v  d S )N)r5   r5   )rw   rz   r   rw   rz   ra   )r   rL   r%  r   rG   rM   r   keysitemsr   r]   rh  )r&   rw   rz   r  r   r_   r'   r'   r(   test_npzfile_dict
  s"   



r  zPython lacks refcountsro   c                  C   s   t  } t| g d | d t  t|  W d    n1 s#w   Y  | d ddg}t  tjtd|d}t|tj	dg|d W d    d S 1 sTw   Y  d S )Nr   r   )r_   u1ra   )r   r  ra   z0 1 2 3rc   )r_  rd  )
r   rL   r   rG   r   rM   r!  r   r   re   )r   r   rw   r'   r'   r(   test_load_refcount
  s   

"r  c                  C   s   t  } t| d t| d | d t| dksJ t| dks&J tt t|  W d    d S 1 s<w   Y  d S )Nr[   ra   r   )r   rL   r   rG   rM   r   r   EOFError)r   r'   r'   r(   #test_load_multiple_arrays_until_eof
  s   
"r  r"   )QrH   r   rw  rS   r   r9   r   r  r+  r   pathlibr   tempfiler   r   r   r   r  multiprocessingr   r   ctypesr	   numpyrL   numpy.mar>  numpy.lib._iotoolsr
   r   numpy.compatr   numpy.ma.testutilsr   numpy.testingr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   numpy.testing._private.utilsr   r   maxsizer   rz  rF  r  r}  rG  r:   r<   r   r   r   rc  r  r  r  r  r  r  r  r  r  r  r  r   r   r  r  r'   r'   r'   r(   <module>   s    D

k !  #H    4E         4f

