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#!/usr/bin/python | ||
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from neo4j import GraphDatabase | ||
from datetime import datetime | ||
import RDF, sys, os, subprocess | ||
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def checkArgs(): | ||
if len(sys.argv) < 2: | ||
return False | ||
else: | ||
return True | ||
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def createDB(): | ||
db = GraphDatabase('dbpedia-graph.db') | ||
if db.node.indexes.exists('dbpedia') == 0: | ||
index = db.node.indexes.create('dbpedia') | ||
else: | ||
index = db.node.indexes.get('dbpedia') | ||
return db,index | ||
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def getFromIndex(index, node): | ||
return index['name'][node].single | ||
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def addToIndex(index, name, node): | ||
index['name'][name] = node | ||
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def createNodes(db, index, a, b, r): | ||
with db.transaction: | ||
firstNode = getFromIndex(index, a) | ||
if firstNode is None: | ||
firstNode = db.node(name=a) | ||
addToIndex(index, a, firstNode) | ||
secondNode = getFromIndex(index, b) | ||
if secondNode is None: | ||
secondNode = db.node(name=b) | ||
addToIndex(index, b, secondNode) | ||
firstNode.relationships.create(r, secondNode) | ||
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def main(): | ||
reload(sys) | ||
sys.setdefaultencoding("UTF8") | ||
success = checkArgs() | ||
if not success: | ||
print "Usage: python dbpediaNeo4j.py /full/path/filename.nt" | ||
sys.exit(1) | ||
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# create dbpedia-graph.db | ||
db,index = createDB() | ||
counter = 0.0 | ||
file_lines = int((subprocess.check_output(['wc', '-l', sys.argv[1]])).split()[0]) | ||
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# RDF parses dbpedia ntriples dump | ||
parser = RDF.Parser("ntriples") | ||
stream = parser.parse_as_stream("file://" + sys.argv[1]) | ||
startTime = datetime.now() | ||
# start parsing | ||
for triple in stream: | ||
# extract nodes and relationship | ||
a = str(triple.subject).split('/')[-1] | ||
r = str(triple.predicate).split('/')[-1] | ||
b = str(triple.object).split('/')[-1] | ||
createNodes(db, index, a, b, r) | ||
counter+=1 | ||
# print updated percentage | ||
if (counter % 100) == 0: | ||
perc = (counter/file_lines)*100 | ||
sys.stdout.write("\rProgress: %d%%" %perc) | ||
sys.stdout.flush() | ||
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# Shutdown db | ||
db.shutdown() | ||
endTime = datetime.now() | ||
print "\nFinished - %d relationships imported in %d seconds" % (counter, (endTime - startTime).seconds) | ||
print "Move %s/dbpedia-graph.db to your Neo4j data directory ;-)" % os.getcwd() | ||
return | ||
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if __name__ == '__main__': | ||
main() |
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#!/usr/bin/python | ||
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from neo4j import GraphDatabase | ||
from datetime import datetime | ||
import RDF, sys, os, subprocess | ||
from os import listdir | ||
from os.path import isfile, join | ||
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def checkArgs(): | ||
if len(sys.argv) < 2: | ||
return False | ||
else: | ||
return True | ||
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def createDB(): | ||
db = GraphDatabase('dbpedia-small-graph.db') | ||
if db.node.indexes.exists('dbpedia') == 0: | ||
index = db.node.indexes.create('dbpedia') | ||
else: | ||
index = db.node.indexes.get('dbpedia') | ||
return db,index | ||
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def getFromIndex(index, node): | ||
return index['name'][node].single | ||
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def addToIndex(index, name, node): | ||
index['name'][name] = node | ||
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def createNodes(db, index, a, b, r): | ||
with db.transaction: | ||
firstNode = getFromIndex(index, a) | ||
if firstNode is None: | ||
firstNode = db.node(name=a) | ||
addToIndex(index, a, firstNode) | ||
secondNode = getFromIndex(index, b) | ||
if secondNode is None: | ||
secondNode = db.node(name=b) | ||
addToIndex(index, b, secondNode) | ||
firstNode.relationships.create(r, secondNode) | ||
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def main(): | ||
reload(sys) | ||
sys.setdefaultencoding("UTF8") | ||
success = checkArgs() | ||
if not success: | ||
print "Usage: python dbpediaNeo4j.py /full/path/dirofntfiles" | ||
sys.exit(1) | ||
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# create dbpedia-graph.db | ||
db,index = createDB() | ||
counter = 0.0 | ||
dbfiles = ["/srv/Harsh/db_nt/nt_files/labels_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/article_categories_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/category_labels_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/instance_types_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/instance_types_heuristic_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/mappingbased_properties_cleaned_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/page_ids_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/persondata_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/raw_infobox_properties_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/raw_infobox_property_definitions_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/skos_categories_en.nt", | ||
"/srv/Harsh/db_nt/nt_files/specific_mappingbased_properties_en.nt",] | ||
#dbfiles = [join(sys.argv[1], f) for f in listdir(sys.argv[1]) if isfile(join(sys.argv[1], f)) and join(sys.argv[1], f)[:-3] == '.nt",' ] | ||
startTime = datetime.now() | ||
for f in dbfiles: | ||
file_lines = int((subprocess.check_output(['wc', '-l', f])).split()[0]) | ||
# RDF parses dbpedia ntriples dump | ||
parser = RDF.Parser("ntriples") | ||
stream = parser.parse_as_stream("file://" + f) | ||
#startTime = datetime.now() | ||
# start parsing | ||
for triple in stream: | ||
# extract nodes and relationship | ||
a = str(triple.subject).split('/')[-1] | ||
r = str(triple.predicate).split('/')[-1] | ||
b = str(triple.object).split('/')[-1] | ||
createNodes(db, index, a, b, r) | ||
counter+=1 | ||
# print updated percentage | ||
if (counter % 100) == 0: | ||
perc = (counter/file_lines)*100 | ||
sys.stdout.write("\rProgress: %d%%" %perc) | ||
sys.stdout.flush() | ||
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# Shutdown db | ||
db.shutdown() | ||
endTime = datetime.now() | ||
print "\nFinished - %d relationships imported in %d seconds" % (counter, (endTime - startTime).seconds) | ||
print "Move %s/dbpedia-graph.db to your Neo4j data directory ;-)" % os.getcwd() | ||
return | ||
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if __name__ == '__main__': | ||
main() |