python - 将文件转换为数字图像失败，出现 "tile cannot extend outside image"

Question

我正在尝试重新创建博客文章中的一些作品 http://sarvamblog.blogspot.com/2013/04/clustering-malware-corpus.html

import itertools
import glob
import numpy,scipy, os, array
from scipy.misc import imsave

for filename in list(glob.glob('file/*.file')):
    f = open(filename,'rb');
        #just want to make sure I get the right file'
    print filename
    ln = os.path.getsize(filename); # length of file in bytes
    width = 256;
    rem = ln%width; 
    a = array.array("B"); # uint8 array
    a.fromfile(f,ln-rem);
    f.close(); 
    g = numpy.reshape(a,(len(a)/width,width));
    g = numpy.uint8(g);
    fpng = filename + ".png"
        # make sure the png process and everything else is going'
    print fpng
    scipy.misc.imsave(fpng,g);`

虽然这在 1 或 2 个文件上运行良好，但一旦扩展到几十个，我就会遇到问题

Traceback (most recent call last):
  File "<stdin>", line 14, in <module>
  File "/usr/lib/python2.7/dist-packages/scipy/misc/pilutil.py", line 120, in imsave
   im = toimage(arr)
  File "/usr/lib/python2.7/dist-packages/scipy/misc/pilutil.py", line 183, in toimage
    image = Image.fromstring('L',shape,bytedata.tostring())
  File "/usr/lib/python2.7/dist-packages/PIL/Image.py", line 1797, in fromstring
    im.fromstring(data, decoder_name, args)
  File "/usr/lib/python2.7/dist-packages/PIL/Image.py", line 590, in fromstring
    d.setimage(self.im)
  ValueError: tile cannot extend outside image

我假设我的问题不在于 A:关闭 scipy.misc.imsave 或 B:不重置 arrarys。任何帮助将不胜感激

Answer 1

设法通过 try/except 循环解决了这个问题。一旦我这样做了，我就能够确定只有某些文件被抵消了。这些文件非常小(125 字节)。我的假设是它们太小而无法创建 scipy 所需的所有信息