o
    ʩZhs                    @   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'   N/var/www/html/lang_env/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_kwdsZallow_pickleTfile_on_diskF)deleter   win32arr_reloadedN)getr   namer   flushseeksysplatform
isinstanceclosenploadarrrB   localslibnpyioZNpzFileosremove)r%   Z	save_funcargskwargsr=   r>   r?   Ztarget_fileZ	load_filerM   rB   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      )rU   rK   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 )
NrV      r5      y      ?      @y       @      @y      @      @y      @       @dtype)rK   arrayfloatr[   intZcsingleZcdoublerY   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 )NrV   r\   r5   r]   )rK   r`   objectr[   rY   r'   r'   r(   test_array_object   s   
zRoundtripTest.test_array_objectc                 C   s   t g dt}| | d S )NrV   r\   r5   r]   )rK   r`   rb   rU   rY   r'   r'   r(   test_1D   s   zRoundtripTest.test_1DrA   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 )	NrV   g      @r]   g333333@T	mmap_moder)r?   r>   )rK   r`   rU   rW   rY   r'   r'   r(   	test_mmap   s   zRoundtripTest.test_mmapc                 C   s$   t jddgddgd}| | d S )NrV   r\   r5   r]   xi4yrq   r^   )rK   r`   r[   rY   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   ra   r+   ir'   r'   r(   r,      s    z1RoundtripTest.test_format_2_0.<locals>.<listcomp>  i  r^   Trecordalwaysr    )rangerK   oneswarningscatch_warningsfilterwarningsUserWarningr[   )r%   dtrZ   r'   r'   r(   test_format_2_0   s   "zRoundtripTest.test_format_2_0N)r0   r1   r2   rU   r[   rc   re   rg   pytestmarkskipifrG   rH   rl   rt   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<   rU   rK   saver   rM   rB   r_   flagsfnc)r%   rS   rT   r'   r'   r(   rU      s   zTestSaveLoad.roundtripN)r0   r1   r2   rU   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<   rU   rK   savez	enumeraterM   rB   r   r_   r   r   ZfidrJ   rQ   rR   rD   )r%   rS   rT   nrM   Zreloadedr'   r'   r(   rU      s   
zTestSavezLoad.roundtripzHangs on PyPyrh   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     r^   Znumpy_test_big_arrays_.npz)prefixsuffixrZ   rZ   )rK   emptyuint8r   r   rL   rJ   )r%   LrZ   tmpZ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 )	NrV   r\   r5   r]         ?       @       @      @      @            @      (@)rK   r`   ra   complexrU   )r%   rZ   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 NrV   r\   r5   r]   r   r   r   r   )file_afile_br   r   r   )	rK   r`   ra   r   r   r   rF   rL   r   r%   rZ   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rV   r\   r5   r   r   z(1, 2)matchrm   )	rK   r`   r   r   rF   rL   r   raisesKeyError)r%   rZ   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   )rK   r`   ra   r   r   r   rF   rL   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   rz   )rM   )r   rK   randomZrandnr   OSErrorappend)Z
error_listr   rM   errr'   r'   r(   writer  s   "z9TestSavezLoad.test_savez_filename_clashes.<locals>.writerc                    s   g | ]
}t j fd qS )targetrS   )	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   openrK   r   rF   r   closedrL   )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   rV   i  r   z#Failed to load data from a file: %s)r   rK   r   r   filterResourceWarningr~   rL   	Exceptionr   r   gcZcollect)r%   r   supry   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 )NZ&numpy_test_closing_zipfile_after_load_r   )r   r   place holderlab)	r   rK   r   rL   zipr   rJ   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))rV   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 )NrV   r\   r5   r]   r   r   )fname)	rK   r`   ra   r   r   rL   reprformatrJ   )r%   countZexpected_reprrZ   r   r   r'   r'   r(   test_repr_lists_keysO  s   

"z"TestSavezLoad.test_repr_lists_keysN)r0   r1   r2   rU   r   r   r   r   IS_64BITr   r   r   r   r   r   r   r   r   Z	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$d%gejd&eegd'd( Zejjejd)kd*d+ejjed,d-d.d/ Zd0S )1TestSaveTxtc                 C   s   t ddgddggt}d}t }t j|||d |d t| t|d | d	 d
 t|d | d	 d g t ddgddggt	}t }t j||dd |d t| ddg d S )NrV   r\   r5   r]   z%.18er;   r    
rm   rn   ru      1 2
   3 4
)
rK   r`   ra   r   savetxtrF   r   	readlinesr   rb   )r%   rZ   r;   r   r'   r'   r(   rc   `  s   

zTestSaveTxt.test_arrayc                 C   sJ   t g dt}t }t j||dd |d | }t|g d d S )Nrf   ru   r   r   )s   1
s   2
s   3
s   4
)rK   r`   rb   r   r   rF   r   r   r%   rZ   r   r/   r'   r'   r(   rg   p  s   
zTestSaveTxt.test_1Dc                 C   s@   t  }tttj|td tttj|tdgdggg d S )NrV   r\   )r   r   
ValueErrorrK   r   r`   r%   r   r'   r'   r(   
test_0D_3Dx  s   $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 )Nrm   rn   ro   rr   r^   ru   r   r   r   r   rK   r`   r   r   rF   r   r   r%   rZ   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   r]   r   r   ))foorq   )barrq   )bazrq   r^   r   r   ru   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 )NrV   )ro   rr   )zf4r^   rp   r   .npyr   )rK   r   r   r   r   rL   r   )r%   rZ   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      ?       @      @      @,ru   )	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 )Nrm   rn   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   )	rK   r`   r   r   rF   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 )Nrm   rn   r^   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   rK   r`   rb   r   rF   r   readr   )r%   r   rZ   test_header_footerZ
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 )Nrm   rn   )r   rK   r`   r   loadtxtr   )r%   rD   rZ   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 )Nr\   r^                 ?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)

rK   zeros
complex128pir   r   r   rF   r   r   r%   ZncolsZnrowsrZ   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 )Nr\   r^   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   r  rm   rn   )listrK   r`   r   r  r   )r%   r  wrZ   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-8r^   test.csv%sr;   encoding)	r8   rK   r`   str_r   r   rQ   r   r   )r%   utf8rZ   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 )Nr#  r$  r^   r    .gz.bz2.xz.lzmar%  r&  z	UTF-16-LEr'  r(  r_   )r8   rK   r`   r)  HAS_BZ2r   HAS_LZMAr  r   r   rQ   r   r   r  r   )r%   r*  rZ   suffixesr+  r   r   r'   r'   r(   test_unicode_roundtrip-  s$   

"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 Nr#  r$  r^   r&  r'  r   r   )	r8   rK   r`   r)  r   r   rF   r   r  r%   r*  rZ   r&   r'   r'   r(   test_unicode_bytestream>  s   

z#TestSaveTxt.test_unicode_bytestreamc                 C   sV   d d}tj|gtjd}t }tj||dgdd |d t| |d  d S r6  )	r8   rK   r`   r)  r   r   rF   r   r  r7  r'   r'   r(   test_unicode_stringstreamF  s   

z%TestSaveTxt.test_unicode_stringstreamr;   %fs   %fiotypec                 C   s`   t dg}| }t j|||d |d |tu r%t| dd  d S t| dd  d S )Nr  r   r   z%f
s   %f
)rK   r`   r   rF   r   r   r  )r%   r;   r;  rZ   r&   r'   r'   r(   test_unicode_and_bytes_fmtN  s   
z&TestSaveTxt.test_unicode_and_bytes_fmtrA   zfiles>4GB may not workrh   g   `A)Z
free_bytesc                 C   sl   dd }t t}td}|j||fd}|  |  |jr#td|jdkr-t	
d |jdks4J d S )	Nc                 S   s   d| _ z2tjdd tdD td}t }tjtj	|d|d W d    W d S 1 s.w   Y  W d S  t
y@   d| _  w )	NFc                 S   s$   g | ]}t jt jd ddqS )2   rv   r]   )rK   r   Zrandrandintrx   r'   r'   r(   r,   d  s
    zGTestSaveTxt.test_large_zip.<locals>.check_large_zip.<locals>.<listcomp>i 5 r^   ztest.npz)	test_dataT)valuerK   Zasarrayr~   rd   r   r   rQ   r   r   MemoryError)memoryerror_raisedr?  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   r@  rA  exitcoder   xfail)r%   rC  rB  ctxpr'   r'   r(   test_large_zip[  s   

zTestSaveTxt.test_large_zipN) r0   r1   r2   rc   rg   r   r   r   r   r  r	  r  r  r  r  r"  r,  r5  r8  r9  r   r   r   r   r   r<  r   rG   rH   r   r   rK  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   r\   r5   r   z
0 1 23 4 5r   wtz	UTF-32-LE)moder(  r(  rt)rK   arangereshaper   r*   loadfuncr   )r%   Zfopenr4  wantedlinesepsepr   r   rD   r   resr'   r'   r(   check_compressed  s&   
zLoadTxtBase.check_compressedc                 C      |  tjd d S )N)r-  )r]  gzipr   r%   r'   r'   r(   test_compressed_gzip  s   z LoadTxtBase.test_compressed_gzipz	Needs bz2rh   c                 C   r^  )N)r.  )r]  bz2r   r`  r'   r'   r(   test_compressed_bz2     zLoadTxtBase.test_compressed_bz2z
Needs lzmac                 C   r^  )N)r/  r0  )r]  lzmar   r`  r'   r'   r(   test_compressed_lzma  rd  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-16rT  )        r  r  )r   r   r*   encoderX  r   )r%   r   r   rp   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   öüör$  r   rg  r1  )	r8   r   r   r*   ri  rX  rK   r)  r   )r%   Znonasciir   r   rp   r'   r'   r(   test_stringload  s   
"zLoadTxtBase.test_stringloadc                 C   s8   d}| j t|tjdd}t|t|d  d S Ns   h  i  jrg  )r_   r(  )rX  r   rK   r)  r   r`   r8   r  r%   utf16r   r'   r'   r(   test_binary_decode  s   zLoadTxtBase.test_binary_decodec                 C   sT   t  }|d |d | j|tjddd id}tddg}t|| d S )Nr#  r   c                 S   
   |  dS )Nr$  r8   rp   r'   r'   r(   <lambda>     
 z4LoadTxtBase.test_converters_decode.<locals>.<lambda>)r_   
convertersr$  )	r   r*   rF   rX  rK   r)  r`   r8   r   r%   r   rp   rZ   r'   r'   r(   test_converters_decode  s   



z"LoadTxtBase.test_converters_decodec              	   C   s   d d}t A}tj|ddd}|| W d    n1 s!w   Y  | j|tjddd idd}t|d	 g}t	|| W d    d S 1 sLw   Y  d S )
Nr#  r$  rR  rT  r   c                 S   s   | d S )Nr   r'   rr  r'   r'   r(   rs    s    z6LoadTxtBase.test_converters_nodecode.<locals>.<lambda>r_   ru  r(  r   )
r8   r   ior   r*   rX  rK   r)  r`   r   )r%   r*  r   r   rp   rZ   r'   r'   r(   test_converters_nodecode  s   


"z$LoadTxtBase.test_converters_nodecodeN)r0   r1   r2   r]  ra  r   r   r   r2  rc  r3  rf  rj  rk  ro  rw  rz  r'   r'   r'   r(   rL    s    

	
rL  c                   @   s  e Zd ZeejZdd Zdd Zdd Z	dd Z
d	d
 Zdd Zdd Zdd Zdd Zdd Zejjeo;ejjdkdddd Zdd Zdd Zdd Zd d! Zd"d# Zd$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 NrV   )rK   rO   rP   _loadtxt_chunksize
orig_chunkr`  r'   r'   r(   setup_method  s   zTestLoadTxt.setup_methodc                 C   s   | j tjj_d S r"   )r~  rK   rO   rP   r}  r`  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   rp   rs   r^   rm   rn   ro   rr   zM 64 75.0
F 25 60.0genderageweightS1rq   r   namesformatsM      P@     R@F      9@      N@)r   r*   rF   rK   r  int32r`   r   )r%   r   rp   rZ   dZmydescriptorr   rs   r'   r'   r(   rt     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   r^   rV   r\   r5   r]   )	r   r*   rF   rK   r  rb   r`   r   ra   rv  r'   r'   r(   rc     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   r^   rf   1,2,3,4
r  r_   r  r   r*   rF   rK   r  rb   r`   r   rv  r'   r'   r(   rg     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rb   r&   r'   r'   r(   rs        z*TestLoadTxt.test_missing.<locals>.<lambda>r_   r  ru  rV   r\   r5   r  r   r  rv  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(   rs    r  z:TestLoadTxt.test_converters_with_usecols.<locals>.<lambda>rV   r5   r_   r  ru  usecolsr\   r     	   r  rv  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  #r_   r  r  rV   r\   r5   r   r  rv  r'   r'   r(   test_comments_unicode     


z!TestLoadTxt.test_comments_unicodec                 C   r  )Nr  r   r     #r  r  r  rv  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  rv  r'   r'   r(   test_comments_multiple'  s   


z"TestLoadTxt.test_comments_multiple)r  r5      zPyPy bug in error formattingrh   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*   rF   rK   r  rb   r`   r   r   r   rv  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  rV   )r_   r  skiprowsr  r  r  rv  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 )NrV   r\   r5   r]   r   rV   r_   r  r   r5   r]   r   rm   c                   @   r   )z*TestLoadTxt.test_usecols.<locals>.CrazyIntc                 S   s   dS r|  r'   r`  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   r\   r  r_      JOE   BOBL9@fffff;@      ?z^usecols must be.*%sr  )rK   r`   ra   r   r   rF   r  r   rb   Zint8Zint16r  int64r   Zuint16Zuint32uint64r   r   r   r   r   	TypeErrorr6   r0   )r%   rZ   r   rp   Zint_typeZto_readr  Z	crazy_intr   r  dtypesrM   Z	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   )r_   r  r  )r   r   OverflowErrorrK   r  r   r  r`  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   rp   rs   r   r&   r  r  rV   )r\   r  r]   )r         @)
r   r*   rF   rK   r_   rb   ra   r  r`   r   r%   r   r   rp   rZ   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rD   r  rp   rs   blockrM  r^   aaaar         @r   r   r   rK   r_   ra   rb   r  r`   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  rp   rs   r  )r\   r\   r5   r^   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 )NZstr1Zstr2r^   )strrK   bytes_r`   r  r   )r%   r   r   rZ   rp   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   r^   )r   warnsr   r   rK   r  r   rX   r  r   r_   )r%   r   rp   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(   rs    rt  z3TestLoadTxt.test_unused_converter.<locals>.<lambda>r  ru     *   rV   c                 S   r  r  r  r  r'   r'   r(   rs    rt  !   B   )r   r.   rF   rK   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(   rs        z4TestLoadTxt.test_dtype_with_object.<locals>.<lambda>rV   ;r  r_   ru    r\        r^   )rb   rd   rK   r  r   r`   r   r   r%   r   Zndtypefuncru  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   r^   )r   r*   rF   rK   r  r  r   r%   tgtr   r\  r'   r'   r(   test_uint64_type     
zTestLoadTxt.test_uint64_typec                 C   r  )N)l l    r  r   r^   )r   r*   rF   rK   r  r  r   r	  r'   r'   r(   test_int64_type  r  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   rx  r&  )err_msg)rK   ZlogspaceZastypeZfloat32Zhstackra   r   maphexr   r*   rF   r  fromhexr   )r%   r
  inpr   r   r\  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   rK   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 )NrV   r  r   r^   )r   r   r*   rF   rK   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r\   r\   r^   r  z%.16er   r   s   e+00-s   e00+-)rK   r  r  r  r   r   r   rF   r  replacer   r*   r  r   r   )r%   rZ   r  r  r   txtZtxt_badr\  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 )Nr!  z
1 213 42rV   r  r5   r  )r   r   r*   rK   r  r   )r%   rD   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   )rp   rs   r   comment)<i4r!  <f4|S8r  	r  )s   start s         r   )r   r*   rF   rK   r  r`   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rZ   r   r   )|S1r!  r"  r  Tr_   unpackr)  r!  r"     M   Fr  #         R@      M@)r   rK   r  r   r_   r  r   r`   r%   r  r   rZ   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  rV   )r_   r  r4  r   r   z0,1,2r\   r  )r5   z0
1
2)r5   rV   r  r   r   rV   r  )r   r*   rF   r   r   rK   r  rb   r`   r   r   rX   r   r  r   )r%   r   rp   rZ   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  ru   )r~   ry   r'   r'   r(   r     s   z0TestLoadTxt.test_generator_source.<locals>.countr  )rK   r  r   rV  r%   r   r\  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*   rF   r   r   rK   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   rp   )rZ   ZS10rs   r  )r  r_   r  )r   r*   rF   rK   r_   rb   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
r$  rO  r    r   r   r1  S)s   5,6,7,Õscarscars   15,2,3,hellos   20,2,3,Õscarr^   )r8   r  
splitlinesr   r   r*   rK   r  r)  r   r`   )r%   Zbutf8Zsutf8r   r   rp   r'   r'   r(   test_binary_load  s    
"zTestLoadTxt.test_binary_loadc                 C   r  )N1,2,3,5
4,5,7,8
2,1,4,5r   r  rV   r_   r  max_rowsr  r  rv  r'   r'   r(   test_max_rows  r  zTestLoadTxt.test_max_rowsc                 C   s   t  }|d |d tj|tdddd}tg dt}t|| t  }|d |d tj|tdddd}tg dg d	gt}t|| d S )
Nz comments
1,2,3,5
4,5,7,8
2,1,4,5r   r  rV   r_   r  r  rD  r  comment
1,2,3,5
4,5,7,8
2,1,4,5r\   r]   r   r  r  r  rv  r'   r'   r(   test_max_rows_with_skiprows  s    






z'TestLoadTxt.test_max_rows_with_skiprowsc                 C   s|   t  }|d |d tj|tddd}tg dg dgt}t|| tj|tdd}tg d	t}t|| d S )
NrB  r   r  r\   rC  r  rH  r  r\   rV   r]   r   r  rv  r'   r'   r(   $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 )
NrG  r   r  rV   r   rF  r  rH  rJ  r  rv  r'   r'   r(   test_max_rows_larger  s   


z TestLoadTxt.test_max_rows_largerskipr   rV   )zignored
1,2
r   3,4
)Zignored1,2r    3,4zignored
1,2

3,4r   )z-1,0
rN  r   rO  )z-1,0rP  r    rQ  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  )r_   r  r  rD  r  r   rV   r\   r]   error)r   r  r   rK   r  rb   r   rI   r   rF   r   r   simplefilterr   )r%   rM  r   r\  r'   r'   r(   test_max_rows_empty_lines  s(   
&


"z%TestLoadTxt.test_max_rows_empty_linesN);r0   r1   r2   staticmethodrK   r  rX  r  r  rt   rc   rg   r  r  r  r  r  r   r   r   r   rG   implementationversionr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r&  r2  r6  r;  r=  r>  localegetpreferredencodingrA  rE  rI  rK  rL  r   r   rT  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valZS3z([0-9.]+)\s+(...)))ˡE?r   g%C?r   g-@quxr^   r   r*   rF   rK   float64	fromregexr`   r   r  r'   r'   r(   rt        


zTestfromregex.test_recordc                 C   r[  )N1312 foo
1534 bar
4444 quxr   r\  r]  z(\d+)\s+(...)))   r   )  r   )\  rb  r^   )r   r*   rF   rK   r  re  r`   r   r  r'   r'   r(   test_record_2  rf  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 )Nrg  r   r\  z(\d+)\s+...))rh  )ri  )rj  r^   rc  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 )Nr#  r   s	   1.312 foos    
1.534 bar
4.444 quxr\  )r^  ZU4z(?u)([0-9.]+)\s+(\w+)r$  rT  r_  r   r`  ra  r^   z([0-9.]+)\s+(\w+))r   r   r*   rK   rd  re  r`   r8   r   r  compileUNICODE)
r%   rm  r*  str_pathr   r   r   rp   rZ   regexpr'   r'   r(   test_record_unicode  s$   
"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   r^   )r  rn  r   rK   rd  r`   re  r   )r%   rq  r   r   rZ   rp   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 )Nrs  rt  zstructured datatyper   r^   )	r  rn  r   r   r   r  rK   re  rd  )r%   rq  r   r'   r'   r(   test_bad_dtype_not_structured3  s
   
"z+Testfromregex.test_bad_dtype_not_structuredN)r0   r1   r2   rt   rk  rl  r   r   r   r  r   rr  ru  rv  r'   r'   r'   r(   rZ    s    

rZ  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  rp   rs   r^   rm   rn   ro   rr   zM 64.0 75.0
F 25.0 60.0r  r  r  r  r  )r   rK   
genfromtxtr  r`   r   )r%   r   r  r  
descriptorr'   r'   r(   rt   @  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  rV   r\   r5   r]   r^   r   )	r   rK   r`   rb   rx  r   rF   ra   r  )r%   r   r  r  r'   r'   r(   rc   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 )Nrf   r  r^   r  r  r  )rK   r`   rb   r   rx  r   r%   r  r   r  r'   r'   r(   rg   [  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
)rK   r`   rb   r   rx  r   rz  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_headerrV   r  r  )rK   r`   rb   dictr   rx  r   r  )r%   r  rT   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'   rx   r'   r'   r(   r,     r-   z0TestFromTxt.test_skip_footer.<locals>.<listcomp>rV   r   zA, B, Cc                 S   s   g | ]	}d |||f qS )z%i,%3.1f,%03sr'   rx   r'   r'   r(   r,     s    3   z99,99r  r  Tr   r  )r  r  r|  skip_footerr   c                 S   s"   g | ]}d | d | d | fqS )r:  r'   rx   r'   r'   r(   r,     s   " )   c                 S      g | ]}|t fqS r'   rw   r+   _r'   r'   r(   r,     r-   ABCr^   )
r~   r   r  r}  rK   rx  r   r   r`   r   )r%   r   rT   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  
rV   )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   rK   rx  r   r   r`   )r%   r   ZbasestrrZ   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    r_   r  r   r,  r-  r  r  r  r  r  r  r  r  )r   r   r   r   rK   VisibleDeprecationWarningrx  r   categoryr`   r   r%   r   r!  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    r^   r      As   BCD@      r  r  y      @      @y      @      @F)f0f1f2Zf3r   zf%i)r   r   r   r   rK   r  rx  r   r  r`   r   r_   r  r   )r%   r   r!  r  r  ry   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
r^   rf   )r   r   r  r  r   rK   rx  r`   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  rp   rs   r   r&   r  r  r  r  r^   )r   rK   r_   rb   ra   rx  r`   r   r%   r   Z
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)grZ   r!  r  r  s   M 64.0 75.0
F 25.0 60.0r  r  r  r  r  r^   r  )r%   ry  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  rK   rx  r`  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  r_   r   ))r  r  gfffffR@)r  r.  g
ףp=*M@)r  r  g=
ףp5@)r  r)  r  r  r^   sO   
# gender age weight
M   21  72.100000
F   35  58.330000
M   33  21.99
        r   r   r   r   rK   r  rx  r   r  r`   rb   ra   r   )r%   r   r!  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)r_   r  r  rm   rn   Zcol1Zcol2r^   r   rK   rx  rb   r`   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 )Nr%  r      ϖasciirT  )r   rQ   r   r   r   r*   ri  r   r   r   UnicodeDecodeErrorrK   rx  )r%   r+  Z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  r_   r   )r  -   333333"@r  |S4r  r  r^   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(   rs  !  r  z:TestFromTxt.test_converters_with_usecols.<locals>.<lambda>r  r  r\   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 )Nr\   r  r  r'   r'   r(   rs  -  r  zDTestFromTxt.test_converters_with_usecols_and_names.<locals>.<lambda>)r  r  r_   ru  r   )r  Z   r  r  r  r^   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(   rs  6  rt  z9TestFromTxt.test_converters_cornercases.<locals>.<lambda>2009-02-03 12:00:00Z, 72214.0r  r  r  r_   r  ru    r\   r5       `@r^   )r   rK   rx  r`   r   Zobject_ra   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  )rK   Z
datetime64r:   r  r'   r'   r(   rs  A      z:TestFromTxt.test_converters_cornercases2.<locals>.<lambda>r  r  r  r  r  r\   r5   r  )r  zdatetime64[us]r^   )r   rK   rx  r`   r   ra   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(   rs  M  rt  z3TestFromTxt.test_unused_converter.<locals>.<lambda>r  r  r  rV   c                 S   r  r  r  r  r'   r'   r(   rs  R  rt  r  r  )r   rK   rx  r   rF   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   rr  rh  ra   lowerr  r  rr  r'   r'   r(   rs  V      z4TestFromTxt.test_invalid_converter.<locals>.<lambda>c                 S   r  )N   %r   rh  r  rr  r'   r'   r(   rs  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,,7,145.55rM  r  )ru  r  r_   )r   r}  r   r
   rK   rx  )r%   Z
strip_randZ	strip_perr&   rT   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|  rw   r  r'   r'   r(   rs  e  r  z;TestFromTxt.test_tricky_converter_bug1666.<locals>.<lambda>r  r   )r  ru  r  r  r  r  r  )r%   r&   Z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  )Z2009      7@.   )r  r  r  r  r^   )g     d@r  r  )rK   rx  r   ra   r7   r`   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   rV   r\   r5   )z1:1z1:nzm:1zm:n)e1rq   e2rq   )Ze3i2r   i1c                    s    |    S r"   rq  )rk   Zdmapr'   r(   rs  z  r  zDTestFromTxt.test_dtype_with_converters_and_usecols.<locals>.<lambda>)r   rV   r\   r5   r  )r_   r  r  ru  ))rV   r   r  r   )r\   r  r  rV   )r5   r5   r5   r^   )r  r  r  )r   rV   r5   )r_   r  r  r  ru  ))rV   r   r   )r\   r  rV   )r5   r5   r5   )rb   rK   
recfromcsvr   Zrecr`   r   )r%   r  Z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(   rs    r  z4TestFromTxt.test_dtype_with_object.<locals>.<lambda>rV   r  r  r  r\   r   r  r^   nestzNested fields.* not supported.*)
rb   rd   rK   rx  r   r`   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1r^   r'      1strings   string)rK   rx  r   rd   )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  rM  r\   )r  r  r_   r  ru  )
2001-01-01r  )r    |S10r    r^   )r   rK   rx  ra   r7   r`   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 )Nr#  r   s   skip,skip,2001-01-01s	   ,1.0,skipr  rM  r\   r$  )r  r  r_   r  ru  r(  r  r  )r    z|U11r    r^   )r   r   r*   rK   rx  ra   compatunicoder`   r8   r   )r%   r*  r   r   r  r  r'   r'   r(   ,test_utf8_userconverters_with_explicit_dtype  s   
z8TestFromTxt.test_utf8_userconverters_with_explicit_dtypec                 C   s6   t d}t|}tg dg dg}t|| d S )Nz1  2  3  4   5
6  7  8  9  10)r  r  r  r        @)r        @r        "@g      $@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   )r]   r   C   )iz  r  r]   rK   rx  r   r`   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(   rs    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		3r$  T)r  usemaskr   r\   rV   r5   )r   r   r   rV   r   rV   r   rV   r   r^   )	rK   rx  r   r`   nanboolr   r   mask)r%   r  r  Zctrl_dZ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 )NrV   r\   r5   r]   r   r  r  r   r  rm   )rK   r`   ra   r   r   rF   rx  r   rz  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  r]   r   c                 S   r  r'   rw   r  r'   r'   r(   r,     r-   z3TestFromTxt.test_usecols_as_css.<locals>.<listcomp>acr^   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   rK   rx  r   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  )rK   rx  r   r   r`   )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  r  rZ   r   r^   r  r  )r  r  r   r  )rZ   r   )rK   r`   ra   r}  rx  r   r   )r%   r  r   rT   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:)messagerV   )r|  )r   r   r   rK   rx  r   r`   )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  rp   rs   r   r&   r  T)r_   r  r  r  r  r^   )	r   rK   r_   rb   ra   rx  mar`   r   r  r'   r'   r(   test_fancy_dtype_alt  s
   "z TestFromTxt.test_fancy_dtype_altc                 C   r  r  )r   rK   r_   ra   rb   rx  r`   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  r_   r  r5  r\   r  FFFTr  Br  r_   r   r  )r   r}  rK   rx  r  r`   rb   r   r  rF   ra   r%   r   rT   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)r_   r  r  r  r  r  r  r  ))r   rh  y                )rV   r  r  )rE  g@            8)r5   y              @)r  r  )r   r   rV   r  r  r_   rE  r  r
  r   rV   r\   )r  r  )r  r  r  r  )r   r  r  )
r}  rb   ra   r   rK   rx  r   r  r`   r   )r%   r   Z
basekwargsZ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   )r]   r  rZ   r   r^   zN/A, 2, 3
4, ,???r  za,b,cr  r   z???)r   r   r\   r   r  )r  r_   r  r  filling_values)r   r\   r5   )r]   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-   r  z1,2,*,4
5,*,7,8
*)r  r_   r  r  )rV   r\   r   r]   )r   r   r  r  r  )rV   r\   r  r]   )r   r  r  r  )rK   r`   rb   r}  rx  r   r   )r%   r  r   rT   r  Z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)r_   r  r  r  r  )r   r  )r\   g      r  r  r  r  r  )	r   rK   rx  r  r`   rb   ra   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r_   r  r  r   r   r  )r  )r   rK   rx  r  r`   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
r  Tr  r   )r   r   r   r  r  r  r  r  )r   rK   rx  r  r`   r  rb   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, 1r=  r   2, 2, 2, 2 2r  r   a, b, c, d, er   r  Tr  r_   r  c                         t jfddi S )Nr  FrK   rx  r'   rT   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>abcder^   r  r  )r~   insertr   r   r}  r   r   r   lenrK   r   rF   r   r   rx  )r%   r   ry   r   mtestr'   r  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  r=  r   r  r  r   r  r   r  TF)r  r_   r  r  c                      r  )Nr  )r   r]   r  r'   r  r'   r(   r     r  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>Zaer^   r  r5  c                 S   r  r'   r  r  r'   r'   r(   r,     r-   abr  c                 S   s   g | ]}d | qS )r  r'   r  r'   r'   r(   r,     r-   )r~   r"  r   r   r}  r   r   r   r#  rK   r   rF   rx  )r%   r   ry   r   r$  r  r'   r  r(   test_invalid_raise_with_usecols  s$   


z+TestFromTxt.test_invalid_raise_with_usecolsc                 C   sV   dgd }t d|}ddd i}td|dd	 d
D d}tttj|fi | d S )Nz1, 1, 1, 1, -1.1r=  r   r]   c                 S   s   d|    S )Nz(%s)rq  rr  r'   r'   r(   rs    r  z5TestFromTxt.test_inconsistent_dtype.<locals>.<lambda>r  c                 S   r  r'   r  r  r'   r'   r(   r,     r-   z7TestFromTxt.test_inconsistent_dtype.<locals>.<listcomp>r   )r  ru  r_   )r   r   r}  r   r   rK   rx  )r%   r   r  ru  rT   r'   r'   r(   test_inconsistent_dtype  s   
z#TestFromTxt.test_inconsistent_dtypec                 C   sL   d}t jt|dd dd}t jddgdtfdtfd	tfgd
}t|| d S )N0, 1, 2.3
4, 5, 6.7r  f%02ir  r_   Z
defaultfmtr   rV   ffffff@)r]   r   @Zf00Zf01Zf02r^   )rK   rx  r   r`   rb   ra   r   r%   r   r$  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 )Nr)  r  r*  r+  rh  r  r-  r  r  r.  r^   rK   rx  r   ra   r`   r   r/  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 )Nr)  r  r  r  r1  r2  c                 S   r  r'   rw   r  r'   r'   r(   r,     r-   zBTestFromTxt.test_single_dtype_w_explicit_names.<locals>.<listcomp>r  r^   r3  r/  r'   r'   r(   "test_single_dtype_w_explicit_names     

z.TestFromTxt.test_single_dtype_w_explicit_namesc                 C   r5  )Nza, b, c
0, 1, 2.3
4, 5, 6.7r  Tr  r1  r2  c                 S   r  r'   rw   r  r'   r'   r(   r,     r-   zBTestFromTxt.test_single_dtype_w_implicit_names.<locals>.<listcomp>r  r^   r3  r/  r'   r'   r(   "test_single_dtype_w_implicit_names  r7  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 )Nr)  r  zf_%02ir+  )r   r  r-  )r]   r  r.  Zf_00Zf_01Zf_02r^   rK   rx  r   rb   ra   r`   r   r/  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  r_   Tr{   r}   r    r   )z01/01/2003  ?z   abcde)r  z|S12r  )r  r#  r^   Z	autostrip)z
01/01/2003r;  r   )r  r  )r  z|S5)r}  r   r   r   rK   r  rx  r   r   r  r`   ra   r   )r%   r   rT   r!  r$  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  r_   AAB_BCC)rV   r\   gQ	@r^   r    r  r  r_   Zreplace_spacedeletecharsA.AB (B)C:Cr  r  r_   rB  B_(B)r9  r%   r  r  Z
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   r^   r    rA  rC  rD  rE  rF  rG  )rK   rx  r   rb   r`   r   rH  r'   r'   r(   test_replace_space_known_dtype%  rJ  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  Tr!  r  r  c                 S   r  r'   r  r  r'   r'   r(   r,   C  r-   z5TestFromTxt.test_incomplete_names.<locals>.<listcomp>)r  r  r  r^   r_   c                 S   r  r'   rw   r  r'   r'   r(   r,   H  r-   )r}  rK   r`   rx  r   r   r%   r   rT   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 6rZ   r  r   r   r  r  r^   r9  r  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   r\   r]   T)r_   r  r  r  )rK   rx  r   rb   r   r_   r  )r%   r   Z
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   r]   Tr=  r,  )r  r  r  r  r  r  r^   r   )r}  rK   r`   rb   ra   rx  r   r   rL  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  r_   r  r   )rV   r  r   )r   r   r  r^   )r}  rK   r`   rb   rx  r   r   rL  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  r_   r  r  r   rV   s   testNonetherestofthedataztest1, testNonetherestofthedatas    testNonetherestofthedata)
r   r   r   rK   r  rx  r   r   r  r   )r%   r!  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  rS  r   )rV   r      test1)rV   rV      testNonetherm      test3r4   r_   r  r  r(  test1testNonethetest3   0,testNonether  r  )r   r   r   rK   r  rx  r   r   r  r   r8   )r%   r4   normencr&   r!  r  r'   r'   r(   test_latin1  s<   

zTestFromTxt.test_latin1c                 C   s6   d}| j t|d dd}t|t|d  d S rl  )rX  r   r   rK   r`   r8   r  rm  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 )Nr#  rU  rV  rW  Tr{   r}   r    r  rS  r   )s   norm1s   norm2s   norm3rX  rY  rZ  )r   r   r   rK   r  rx  r   r   r  r`   r   )r%   r*  r`  ra  r&   r!  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 )Nr#  r   rV  rW  r\   r  r$  r[  r\  r]  r^  r^   r_  r  r   r  )
r   r   r*   rK   rx  r`   r8   r)  r   r   )r%   r*  r   r   r  rd  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 encodingrR  znorm1,norm2,norm3
znorm1,z,norm3
ztest1,testNonethez,test3
Tr{   r}   r    r  rS  r   )norm1Znorm2norm3rg  rh  r\  r]  r^  r^   )rX  rY  ri  UnicodeErrorImportErrorr   rM  r   ry  r   r*   r   r   r   rK   r  rx  r   r  r`   r)  r   )	r%   r*  r4   r(  r   r   r!  r  rd  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  r  Tr   r5  rM  r  r  r^   r  r  r  r  r  r  r   r\   )r   r}  rK   
recfromtxtr`   rb   r   rI   recarrayr   r  r  r  r  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 )Nrl  r  Tr  r  case_sensitiver_   r5  rM  r  r  r^   r  r  r  r  r  r  r   r\   )r  rZ   r   )r  r_   zcolor
"red"
"blue"c                 S   rp  )N   ")r  rr  r'   r'   r(   rs  -	  rt  z-TestFromTxt.test_recfromcsv.<locals>.<lambda>)ru  )red)bluecolorr]   )r   r}  rK   r  r`   rb   r   rI   rn  r   r  r  r  ra   r7   r_   )r%   r   rT   r  r  r_   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   )rD  rV   r\   r]   r   r   r  r  r  r  r   z1 1
2 2
0 
3 3
4 4
5  
6  
7  
r  r  )r  rD  F)rD  r  r  r  z"a b
#c d
1 1
2 2
#0 
3 3
4 4
5  5
T)r|  rD  r  ))r  r  )r  r  )r  r  )r   <f8)r  rw  r^   )rD  r_   )r  r  )r  r  )r   rK   rx  r   r   r   r`   r   r   r   r_   )r%   r   r  Za1Za2r  r  r   r'   r'   r(   rE  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   rM  rN  rP  rQ  r!  )rK   rV  rW  r   r   r*   rx  r   )r%   r
  rZ  r[  r   rD   r   r\  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   rM  rN  rP  rQ  r!  fileobjrS  z.gz2r   )rK   rV  rW  r   r_  GzipFiler*   r   r   r   r   rx  )	r%   rY  rZ  r[  r   r&   r  rD   r   r'   r'   r(   test_gft_from_gzipv	  s    zTestFromTxt.test_gft_from_gzipc                 C   r7  )Nc                  s   s"    t dD ]	} td|  V  qd S r8  )r~   r   r9  r'   r'   r(   r   	  s   z3TestFromTxt.test_gft_using_generator.<locals>.countr  )rK   rx  r   rV  r:  r'   r'   r(   test_gft_using_generator	  s   z$TestFromTxt.test_gft_using_generatorc                 C   s   t d}tj|d d}t|jjg d t|jd tk t|jd tjk t|jd tj	k t
|d d t|d d t|d d	 d S )
Nz%73786976294838206464 17179869184 1024r^   )r  r  r  r  r  r  g      Dl        i   )r   rK   rx  r   r_   r  r   ra   r  int_r   r  r'   r'   r(   test_auto_dtype_largeint	  s   z$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  r+  )r  r  r  rh  )r  r  r  r  )r  r  r  r  )r   rK   r  r   r`   )r%   r  rZ   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 )Nr'  r(  r  r  Tr*  r  rq   r   r,  r-  r  r.  r/  r0  )r   rK   rx  r   r_   r   r`   r1  r'   r'   r(   r2  	  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  r.  r/  r0  Tzutf-8)r_   r+  r(  )r   rK   r`   rx  r   r   r   r_   )r%   r  expectedr  rM   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   rq   r  r  r.  r^   Tr*  )r   rK   r`   r  rx  r   r   r_   r%   r  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  r^   Tr*  r'   )	r   rK   r`   r  rx  r   r   rX   r_   r  r'   r'   r(   test_squeeze_scalar	  s   

zTestFromTxt.test_squeeze_scalarndimr  c                 C   s6   d}t jt||d}t jt||d}t|| d S )NZ42r3  )rK   r  r   rx  r   )r%   r  r  rZ   r   r'   r'   r(   r6  	  s   zTestFromTxt.test_ndmin_keywordN)^r0   r1   r2   rU  rK   rx  rX  rt   rc   rg   r{  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r	  r  r  r  r  r  r%  r'  r(  r0  r4  r6  r8  r:  r<  rI  rK  rM  rN  rP  rQ  rR  rT  rb  rc  re  rf  rk  ro  rv  rE  rx  r|  r}  r  r  r2  r  r  r  r   r   r   rb   r6  r'   r'   r'   r(   rw  =  s    
		

	 


					#)6	

rw  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?r\   r5   r]   )r   r   rK   r`   r   r  r   )r%   r   rZ   rp   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   rV   r\   r5   r]   )r   r   rK   r`   rb   r   rL   r   r%   r   rZ   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   rV   r\   r5   r]   rk   rj   )
r   r   rK   r`   rb   r   rL   r   r   r   r  r'   r'   r(   test_save_load_memmap	  s   
"z#TestPathUsage.test_save_load_memmapzmemmap doesn't work correctlyrh   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   rV   r\   r5   r]   zr+r  r   r   )
r   r   rK   r`   rb   r   rL   r   r   r   )r%   r   rZ   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   rK   r   rL   r   r%   r   r   r'   r'   r(   test_savez_load
  s   "zTestPathUsage.test_savez_loadc                 C   sf   t dd$}t|}tj|dd t|}t|d d |  W d    d S 1 s,w   Y  d S r  )r   r   rK   Zsavez_compressedrL   r   rJ   r  r'   r'   r(   test_savez_compressed_load"
  s   

"z(TestPathUsage.test_savez_compressed_loadc                 C   sf   t dd$}t|}tddg}t|| t|}t|| W d    d S 1 s,w   Y  d S )Nr  r   rm   rn   )r   r   rK   r`   r   rx  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   r!  rl  r  r  Tr   r5  rM  r  r  r^   )r   r   r   r*   r}  rK   rm  r`   rb   r   rI   rn  r   r%   r   r   rT   r  r  r'   r'   r(   ro  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   r!  rl  r  Trp  r_   r5  rM  r  r  r^   )r   r   r   r*   r}  rK   r  r`   rb   r   rI   rn  r   r  r'   r'   r(   rv  @
  s   
"zTestPathUsage.test_recfromcsvN)r0   r1   r2   r  r  r  r   r   rH  r   r  r  r  r  ro  rv  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   r!  ry  r   rk   )
rK   r   r   r_  r{  r   rJ   rF   r   rL   rZ   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  rE   r`  r'   r'   r(   rE   e
  r  zJustWriter.flushN)r0   r1   r2   r#   r*   rE   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  rF   )r%   offwhencer'   r'   r(   rF   o
  s   zJustReader.seekNr  )r0   r1   r2   r#   r  rF   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   )
rK   r   r   r  r   rE   rF   r  r   rL   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 )	Nr!  ry     1 2 3
r   r-  r   r   r   )r   r_  r{  r*   rJ   rF   r   r   r  rK   r  r   )r&   r  rD   r   r\  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 )Nr!  ry  r  r   rk   r   )	r   r_  r{  r*   rJ   rF   r   rK   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   )rp   rs   r   rp   rs   r\   )r   rK   r  r   rF   rL   r   keysitemsr   rX   r#  )r&   rp   rs   r   r   rZ   r'   r'   r(   test_npzfile_dict
  s"   



r  zPython lacks refcountsrh   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   )rZ   u1r\   )r   r  r\   z0 1 2 3r^   )r5  rM  )
r   rK   r   rF   r   rL   r  r   r   r`   )r   r   rp   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 )NrV   r\   r   )r   rK   r   rF   rL   r   r   EOFError)r   r'   r'   r(   #test_load_multiple_arrays_until_eof
  s   
"r  r"   )QrG   r   r_  rQ   r   r9   r   ry  r  r   pathlibr   tempfiler   r   r   r   rX  multiprocessingr   r   ctypesr	   numpyrK   Znumpy.mar  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   r   Znumpy.testing._private.utilsr   r   maxsizer   rb  r2  rj  re  r3  r:   r<   r   r   r   rL  r{  rZ  rw  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

