porter stemmer: string index out of range

[ghost]

see the following stackoverflow post

[fievelk]

For future reference, I copy/paste your question here:

---

I have a set of pickled text documents which I would like to stem using nltk's PorterStemmer. For reasons specific to my project, I would like to do the stemming inside of a django app view.

However, when stemming the documents inside the django view, I receive an IndexError: string index out of range exception from PorterStemmer().stem() for the string 'oed'. As a result, running the following:

# xkcd_project/search/views.py
from nltk.stem.porter import PorterStemmer

def get_results(request):
    s = PorterStemmer()
    s.stem('oed')
    return render(request, 'list.html')

raises the mentioned error:

Traceback (most recent call last):
  File "//anaconda/envs/xkcd/lib/python2.7/site-packages/django/core/handlers/exception.py", line 39, in inner
    response = get_response(request)
  File "//anaconda/envs/xkcd/lib/python2.7/site-packages/django/core/handlers/base.py", line 187, in _get_response
    response = self.process_exception_by_middleware(e, request)
  File "//anaconda/envs/xkcd/lib/python2.7/site-packages/django/core/handlers/base.py", line 185, in _get_response
    response = wrapped_callback(request, *callback_args, **callback_kwargs)
  File "/Users/jkarimi91/Projects/xkcd_search/xkcd_project/search/views.py", line 15, in get_results
    s.stem('oed')
  File "//anaconda/envs/xkcd/lib/python2.7/site-packages/nltk/stem/porter.py", line 665, in stem
    stem = self._step1b(stem)
  File "//anaconda/envs/xkcd/lib/python2.7/site-packages/nltk/stem/porter.py", line 376, in _step1b
    lambda stem: (self._measure(stem) == 1 and
  File "//anaconda/envs/xkcd/lib/python2.7/site-packages/nltk/stem/porter.py", line 258, in _apply_rule_list
    if suffix == '*d' and self._ends_double_consonant(word):
  File "//anaconda/envs/xkcd/lib/python2.7/site-packages/nltk/stem/porter.py", line 214, in _ends_double_consonant
    word[-1] == word[-2] and
IndexError: string index out of range

Now what is really odd is running the same stemmer on the same string outside django (be it a seperate python file or an interactive python console) produces no error. In other words:

# test.py
from nltk.stem.porter import PorterStemmer
s = PorterStemmer()
print s.stem('oed')

followed by:

python test.py
# successfully prints 'o'

what is causing this issue?

[ghost]

I have found that this issue is specific to nltk version 3.2.2. Originally, I ran test.py using ipython not python, as stated above. Somehow, I was able to access the ipython installation in my root environment //anaconda/bin/ipython even though I had not specified ipython in my django project's (the activated) virtual environment //anaconda/envs/xkcd/bin/. As a result, ipython must have been using the nltk installtion defined in my root environment as well which runs version 3.2.0.

To clarify, I have discovered that the PorterStemmer fails to stem the string 'oed' in nltk version 3.2.2 but not in nltk version 3.2.0. Why I have no idea.

As a side note, I was using python 2 in both cases. My root environment uses python 2.7.11 and my django project's environment uses python 2.7.13

[fievelk]

@ExplodingCabbage could you please investigate this issue? The only commit I can see on porter.py after 3.2 has been released is d8402e3.

[fievelk]

This is the code used in the example provided by @jkarimi91.

from nltk.stem.porter import PorterStemmer
s = PorterStemmer()
print s.stem('oed')

Debugging the code above using pdb from within _apply_rule_list() in porter.py, after a few iterations you get:

>>> rule
(u'at', u'ate', None)
>>> word
u'o'

At this point the _ends_double_consonant() method tries to do word[-1] == word[-2] and it fails.

If I'm not mistaken, in NLTK 3.2 the relative method was the following:

def _doublec(self, word):
    """doublec(word) is TRUE <=> word ends with a double consonant"""
    if len(word) < 2:
        return False
    if (word[-1] != word[-2]):		
        return False		
    return self._cons(word, len(word)-1)

As far as I can see, the len(word) < 2 check is missing in the new version.

Changing _ends_double_consonant() to something like this should work:

def _ends_double_consonant(self, word):
      """Implements condition *d from the paper

      Returns True if word ends with a double consonant
      """
      if len(word) < 2:
          return False
      return (
          word[-1] == word[-2] and
          self._is_consonant(word, len(word)-1)
      )

[ExplodingCabbage]

Yikes. Yep, looks like I broke this in d8402e3 :(

Will PR a test and a fix tonight.

[stevenbird]

Thanks @jkarimi91, @fievelk, @ExplodingCabbage

[santoshbs]

Hi, I encountered the exact same issue today. Could you please suggest how I could get a fix to this? Should I update any packages?

[ExplodingCabbage]

Hi @santoshbs. You can either use the master version of NLTK or release 3.2.1 to get rid of the bug; it only exists in version 3.2.2.

[fievelk]

@ExplodingCabbage I think you are referring to the develop branch (not master). It's easy to get confused I guess :)

[ExplodingCabbage]

@fievelk you are quite right. Sorry, yes: you can either use the develop branch or 3.2.1 to get rid of the bug.

[santoshbs]

Thanks so much for the pointer.