Christian Pérez added the comment:

With 2.7.6+ works fine.

Python 2.7.6+ (2.7:c28e07377b03, Jan 22 2014, 12:56:14) 
[GCC 4.7.3] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>> from zipfile import ZipFile
[54979 refs]
>>> 
[54979 refs]
>>> with ZipFile("dbNSFP2.0.zip", "r") as zf:
...     with zf.open("dbNSFP2.0_variant.chr20", "U") as f:
...             count = 0
...             for line in f:
...                     count += 1
... 
[55930 refs]
>>> print count
2161277
[55930 refs]

I tested it with Python 3.3 and works fine too.

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Python tracker <rep...@bugs.python.org>
<http://bugs.python.org/issue20343>
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