from SentenceNetCreator import SentenceNetCreator
from SentenceNetVisitor import SentenceNetVisitor
from irutils.TextFilter import TextFilter
from pygraph.classes.digraph import digraph
import nltk
fp1 = '../docs/wikipedia.txt'
fp2 = '../docs/gediminas2005.txt'
fp3 = '../docs/ricci.txt'
fp4 = '../docs/wikipediagediminas2005.txt'
sentenceNetWiki = SentenceNetCreator()
sentenceNetWiki.createNet([fp1])
sentenceNetWiki.write_graph('wikipedia_graph.gv')
print 'Wiki size', len(sentenceNetWiki.get_net().nodes())
sentenceNetGediminas = SentenceNetCreator()
sentenceNetGediminas.createNet([fp2])
sentenceNetGediminas.write_graph('gediminas_graph.gv')
print 'Gediminas size', len(sentenceNetGediminas.get_net().nodes())
sentenceNetRicci = SentenceNetCreator()
sentenceNetRicci.createNet([fp3])
sentenceNetRicci.write_graph('ricci_graph.gv')
print 'Ricci size', len(sentenceNetRicci.get_net().nodes())
sentenceNetWikiGedi = SentenceNetCreator()
sentenceNetWikiGedi.createNet([fp4])
sentenceNetWikiGedi.write_graph('wikigedi_graph.gv')
print 'WikiGedi size', len(sentenceNetWikiGedi.get_net().nodes())
from SentenceNetCreator import SentenceNetCreator
from SentenceNetVisitor import SentenceNetVisitor
from irutils.TextFilter import TextFilter
from pygraph.classes.digraph import digraph
import nltk
fp1 = '../docs/wikipedia.txt'
fp2 = '../docs/gediminas2005.txt'
fp3 = '../docs/ricci.txt'
fp4 = '../docs/wikipediagediminas2005.txt'
sentenceNetWiki = SentenceNetCreator()
sentenceNetWiki.createNet([fp1])
sentenceNetWiki.write_graph('wikipedia_graph.gv')
print 'Wiki size', len(sentenceNetWiki.get_net().nodes())
sentenceNetGediminas = SentenceNetCreator()
sentenceNetGediminas.createNet([fp2])
sentenceNetGediminas.write_graph('gediminas_graph.gv')
print 'Gediminas size', len(sentenceNetGediminas.get_net().nodes())
sentenceNetRicci = SentenceNetCreator()
sentenceNetRicci.createNet([fp3])
sentenceNetRicci.write_graph('ricci_graph.gv')
print 'Ricci size', len(sentenceNetRicci.get_net().nodes())
sentenceNetWikiGedi = SentenceNetCreator()
sentenceNetWikiGedi.createNet([fp4])
sentenceNetWikiGedi.write_graph('wikigedi_graph.gv')
print 'WikiGedi size', len(sentenceNetWikiGedi.get_net().nodes())
from SentenceNetVisitor import SentenceNetVisitor
from XMLReqManager import XMLReqManager
from SentenceNetCreator import SentenceNetCreator
from irutils.TextFilter import TextFilter
s1 = SentenceNetCreator()
n1 = s1.get_net()
v1 = SentenceNetVisitor(n1, s1.get_edge_start_weight(),
s1.get_start_occurrences_num())
xml_doc_handler = XMLReqManager('req_document.xsd', '2007 - eirene fun 7.xml')
req_document = xml_doc_handler.get_requirements_text()
terms_filter = TextFilter()
for sent in req_document:
filtered_sent = terms_filter.filter_all(sent)
path1, path_weight1 = v1.search_A_star(filtered_sent)
print 'now producing a random sentence according to the document learnt...'
print v1.get_random_sentence('network', 100)
from SentenceNetVisitor import SentenceNetVisitor
from XMLReqManager import XMLReqManager
from SentenceNetCreator import SentenceNetCreator
from irutils.TextFilter import TextFilter
s1 = SentenceNetCreator()
n1 = s1.get_net()
v1 = SentenceNetVisitor(n1, s1.get_edge_start_weight(), s1.get_start_occurrences_num())
xml_doc_handler = XMLReqManager('req_document.xsd', '2007 - eirene fun 7.xml')
req_document = xml_doc_handler.get_requirements_text()
terms_filter = TextFilter()
for sent in req_document:
filtered_sent = terms_filter.filter_all(sent)
filtered_sent = terms_filter.remove_item(filtered_sent, "\"")
filtered_sent = terms_filter.remove_item(filtered_sent, "-")
print filtered_sent
v1.search_A_star(filtered_sent)
s1.write_graph("eireneGraph.gv")
