# # Copyright (c) 2007 Helmut Merz helmutm@cy55.de # # This program is free software; you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation; either version 2 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program; if not, write to the Free Software # Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA # """ Standard implementations of classifier components. $Id$ """ import os import re from zope.cachedescriptors.property import Lazy from zope.component import adapts from zope.traversing.api import getName from loops.classifier.base import Analyzer, Extractor from loops.classifier.base import InformationSet from loops.classifier.base import Statement from loops.interfaces import IExternalFile class FilenameExtractor(Extractor): adapts(IExternalFile) def __init__(self, context): self.context = context def extractInformationSet(self): filename, ext = os.path.splitext(self.context.externalAddress) return InformationSet(filename=filename) class PathExtractor(Extractor): adapts(IExternalFile) def __init__(self, context): self.context = context def extractInformationSet(self): params = self.context.storageParams if 'subdir' in params: return InformationSet(path=params['subdir']) else: return InformationSet() class WordBasedAnalyzer(Analyzer): stopWords = [u'and', u'und'] def extractStatements(self, informationSet): result = [] for key, value in informationSet.items(): words = self.split(value) for w in words: if w in self.stopWords: continue if len(w) > 1: result.extend([Statement(c) for c in self.findConcepts(w)]) return result wordPattern = '\\'.join(list(' .,+*%&-!?/:_[](){}')) def split(self, text): return re.split('[%s]+' % self.wordPattern, text) #return re.split(r'[\W_]+', text)