app/django/utils/stopwords.py
author Sverre Rabbelier <srabbelier@gmail.com>
Fri, 12 Dec 2008 00:34:12 +0000
changeset 721 6f1d29857072
parent 54 03e267d67478
permissions -rw-r--r--
Added a filter method to dicts The best way to explain this is probably with an example: >>> split({'foo':'bar', 'bar':['one', 'two'], 'baz': ['three', 'four']}) [{'bar': 'one', 'foo': 'bar', 'baz': 'three'}, {'bar': 'two', 'foo': 'bar', 'baz': 'three'}, {'bar': 'one', 'foo': 'bar', 'baz': 'four'}, {'bar': 'two', 'foo': 'bar', 'baz': 'four'}] Patch by: Sverre Rabbelier

# Performance note: I benchmarked this code using a set instead of
# a list for the stopwords and was surprised to find that the list
# performed /better/ than the set - maybe because it's only a small
# list.

stopwords = '''
i
a
an
are
as
at
be
by
for
from
how
in
is
it
of
on
or
that
the
this
to
was
what
when
where
'''.split()

def strip_stopwords(sentence):
    "Removes stopwords - also normalizes whitespace"
    words = sentence.split()
    sentence = []
    for word in words:
        if word.lower() not in stopwords:
            sentence.append(word)
    return u' '.join(sentence)