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convertFreebaseDumpToDic.py
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convertFreebaseDumpToDic.py
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#!/usr/bin/env python
#-*- coding: utf-8 -*-
# file convertFreebaseDumpToDic.py
#import cProfile
import fileinput
import urllib
import os
import os.path
import sys
import getopt
import json
import argparse
import gzip
import time
import urllib
import time
from threading import Thread
import multiprocessing
import random
import re
from time import sleep
from pprint import pprint
from src.binary_search import *
from src.load_file import *
from src.generate_help_files import *
__author__ = "Michal Cab <xcabmi00@stud.fit.vutbr.cz>"
global_number_when_write_to_file = 8000
global_gzip_filename = "freebase-rdf.gz"
global_api_key = "AIzaSyDnuCxpjjO9Tjz-ONcYfYBB0sjNw42Xu1I"
global_labels = []
global_latitudes = []
global_longitudes = []
global_height_meters = []
global_width_meters = []
global_depth_meters = []
global_citytowns = []
global_countries = []
global_postal_codes = []
global_state_province_regions = []
global_numbers = []
global_locations = []
global_owners = []
global_artwork_location_relationship = []
def load_from_stdin():
content = sys.stdin.read().splitlines()
return content
def convert_rdf_to_dic(ids, data_type):
item = {}
data = {}
old_item_id = ""
item_id = ""
find_index = -1
results = []
a = 0
print "["
start_time = time.time()
with gzip.open(global_gzip_filename, 'r') as infile:
for line in infile:
if not line.startswith("<http://rdf.freebase.com/ns/m."):
continue
splited_line = line.split('\t')
#save part of results to file
if len(results) >= 100000:
print_data(results, data_type)
old_item_id = item_id
item_id = splited_line[0]
# if next entity --> save previous entity and clear saving array for new entity
if old_item_id != item_id:
#determinate if this id is connect with entity witch we want to extract
find_index = binary_search(ids, item_id)
if data_type == "all":
find_index = 1
if find_index != -1:
if len(data) is not 0 and "name" in data:
item["itemInfo"] = data
results.append(json.dumps(item, separators=(',',':')))
item.clear()
data.clear()
data["id"] = item_id.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
if find_index != -1:
#bind all thinks starting with actual id (item_id)
determine_content(splited_line, data, data_type)
print_data(results, data_type)
print "{\"itemInfo\":{}}]"
def print_data(_data, data_type):
for d in _data:
print "%s," % d
_data[:] = []
def determine_content(splited_line, data, data_type):
bind("<http://rdf.freebase.com/ns/type.object.type>", "object_type",
splited_line, data,
is_foreign_key=False)
bind_language_data("<http://rdf.freebase.com/ns/type.object.name>", "name",
splited_line, data,
save_like_array=False)
bind_language_data("<http://rdf.freebase.com/ns/common.topic.description>", "description",
splited_line, data,
save_like_array=False)
bind_language_data("<http://rdf.freebase.com/ns/common.topic.alias>", "alias",
splited_line, data)
bind("<http://rdf.freebase.com/ns/common.topic.article>", "article",
splited_line, data,
is_foreign_key=True, save_like_array=False)
bind("<http://rdf.freebase.com/key/wikipedia.en_title>", "key_wikipedia_en",
splited_line, data,
is_foreign_key=False, save_like_array=False)
if (data_type == "person" or data_type == "artist"):
bind("<http://rdf.freebase.com/ns/influence.influence_node.influenced_by>", "influenced_by",
splited_line, data,
save_id=True)
bind("<http://rdf.freebase.com/ns/influence.influence_node.influenced>", "influenced",
splited_line, data,
save_id=True)
bind("<http://rdf.freebase.com/ns/people.person.gender>", "gender",
splited_line, data,
save_like_array=False, only_first_letter=True)
bind("<http://rdf.freebase.com/ns/visual_art.visual_artist.artworks>", "artworks",
splited_line, data,
save_id=True)
bind("<http://rdf.freebase.com/ns/people.person.profession>", "profession",
splited_line, data,
is_foreign_key=True)
bind("<http://rdf.freebase.com/ns/people.person.places_lived>", "places_lived",
splited_line, data,
save_id=True, is_foreign_key=True)
bind("<http://rdf.freebase.com/ns/visual_art.visual_artist.associated_periods_or_movements>", "associated_periods_or_movements",
splited_line, data)
bind("<http://rdf.freebase.com/ns/people.person.nationality>", "nationality",
splited_line, data)
bind("<http://rdf.freebase.com/ns/visual_art.visual_artist.art_forms>", "art_forms",
splited_line, data)
bind("<http://rdf.freebase.com/ns/people.person.place_of_birth>", "place_of_birth",
splited_line, data,
save_id=True, save_like_array=False)
bind("<http://rdf.freebase.com/ns/people.deceased_person.place_of_death>", "place_of_death",
splited_line, data,
save_id=True, save_like_array=False)
bind("<http://rdf.freebase.com/ns/people.deceased_person.date_of_death>", "date_of_death",
splited_line, data,
save_like_array=False, is_foreign_key=False)
bind("<http://rdf.freebase.com/ns/people.person.date_of_birth>", "date_of_birth",
splited_line, data,
save_like_array=False, is_foreign_key=False)
elif (data_type == "artwork"):
bind("<http://rdf.freebase.com/ns/visual_art.artwork.period_or_movement>", "period_or_movement",
splited_line, data,
save_like_array=True)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.date_begun>", "date_begun",
splited_line, data,
save_like_array=False, is_foreign_key=False)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.date_completed>", "date_completed",
splited_line, data,
save_like_array=False, is_foreign_key=False)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.artist>", "artist",
splited_line, data,
save_id=True)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.media>", "media",
splited_line, data)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.support>", "support",
splited_line, data)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.dimensions_meters>", "width",
splited_line, data,
group_name="dimensions", is_foreign_key=True)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.dimensions_meters>", "depth",
splited_line, data,
group_name="dimensions", is_foreign_key=True)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.dimensions_meters>", "height",
splited_line, data,
group_name="dimensions", is_foreign_key=True)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.art_subject>", "art_subject",
splited_line, data)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.art_form>", "art_form",
splited_line, data,
save_like_array=False)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.art_genre>", "art_genre",
splited_line, data)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.owners>", "owner",
splited_line, data,
is_foreign_key=True, save_id=True)
bind("<http://rdf.freebase.com/ns/visual_art.artwork.locations>", "location",
splited_line, data,
is_foreign_key=True, save_id=True)
elif (data_type == "location"):
bind("<http://rdf.freebase.com/ns/base.biblioness.bibs_location.country>", "country",
splited_line, data,
save_like_array=False, is_foreign_key=True, save_id=True)
bind("<http://rdf.freebase.com/ns/location.location.geolocation>", "longitude",
splited_line, data,
save_like_array=False, is_foreign_key=True)
bind("<http://rdf.freebase.com/ns/location.location.geolocation>", "latitude",
splited_line, data,
save_like_array=False, is_foreign_key=True)
bind_language_data("<http://rdf.freebase.com/ns/base.biblioness.bibs_location.loc_type>", "loc_type",
splited_line, data,
save_like_array=False)
bind_language_data("<http://rdf.freebase.com/ns/location.location.adjectival_form>", "adjectival_form",
splited_line, data)
bind("<http://rdf.freebase.com/ns/location.statistical_region.population>", "population",
splited_line, data,
is_foreign_key=True)
elif (data_type == "museum"):
bind("<http://rdf.freebase.com/ns/architecture.museum.type_of_museum>", "type_of_museum",
splited_line, data,
is_foreign_key=True)
bind("<http://rdf.freebase.com/ns/architecture.museum.established>", "established",
splited_line, data,
save_like_array=False, is_foreign_key=False)
bind("<http://rdf.freebase.com/ns/architecture.museum.director>", "director",
splited_line, data,
save_like_array=False, is_foreign_key=True, save_id=True)
bind("<http://rdf.freebase.com/ns/architecture.museum.visitors>", "visitors",
splited_line, data,
save_like_array=False, is_foreign_key=False)
bind("<http://rdf.freebase.com/ns/architecture.museum.address>", "citytown",
splited_line, data,
is_foreign_key=True, group_name="address", save_id=True)
bind("<http://rdf.freebase.com/ns/architecture.museum.address>", "postal_code",
splited_line, data,
is_foreign_key=True, group_name="address")
bind("<http://rdf.freebase.com/ns/architecture.museum.address>", "state_province_region",
splited_line, data,
is_foreign_key=True, group_name="address")
bind("<http://rdf.freebase.com/ns/location.location.street_address>", "street_address",
splited_line, data,
is_foreign_key=True, group_name="address")
elif (data_type == "event"):
bind("<http://rdf.freebase.com/ns/time.event.start_date>", "start_date",
splited_line, data,
save_like_array=False, is_foreign_key=False)
bind("<http://rdf.freebase.com/ns/time.event.end_date>", "end_date",
splited_line, data,
save_like_array=False, is_foreign_key=False)
bind("<http://rdf.freebase.com/ns/time.event.locations>", "locations",
splited_line, data,
save_id=True, is_foreign_key=True)
bind("<http://rdf.freebase.com/ns/common.topic.notable_types>", "notable_types",
splited_line, data,
is_foreign_key=True, save_like_array=False)
bind_image(splited_line, data, data_type)
def remove_language_tags(string):
return string.replace('@en', '')
def search_in_labels(label_id):
return binary_search(global_labels, label_id, cross_columns=True, col_sep="\t")
def bind(
original_key, key, splited_line, data, save_id=False,
save_like_array=True, only_first_letter=False, is_foreign_key=True,
group_name=None, language_data=False):
if splited_line[1] != original_key:
return
FK = splited_line[2]
FK = str(FK).replace('"', '')
if group_name is not None:
if group_name not in data:
data[group_name] = []
if is_foreign_key:
FK = FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
if key == "height":
FK = binary_search(global_height_meters, FK, cross_columns=True, col_sep="\t")
elif key == "width":
FK = binary_search(global_width_meters, FK, cross_columns=True, col_sep="\t")
elif key == "depth":
FK = binary_search(global_depth_meters, FK, cross_columns=True, col_sep="\t")
elif key == "citytown":
next_FK = binary_search(global_citytowns, FK, cross_columns=True, col_sep="\t")
if next_FK != -1:
next_FK = next_FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
FK = search_in_labels(str(next_FK))
elif key == "postal_code":
next_FK = binary_search(global_postal_codes, FK, cross_columns=True, col_sep="\t")
if next_FK != -1:
next_FK = next_FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
FK = search_in_labels(str(next_FK))
elif key == "state_province_region":
next_FK = binary_search(global_state_province_regions, FK, cross_columns=True, col_sep="\t")
if next_FK != -1:
next_FK = next_FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
FK = search_in_labels(str(next_FK))
else:
FK = search_in_labels(FK)
if FK == -1:
return
FK = remove_language_tags(FK)
data[group_name].append({key : FK})
return
if key not in data and save_like_array:
data[key] = []
if is_foreign_key:
label = -1
next_FK = -1
FK = FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
if key == "latitude":
label = binary_search(global_latitudes, FK, cross_columns=True, col_sep="\t")
elif key == "longitude":
label = binary_search(global_longitudes, FK, cross_columns=True, col_sep="\t")
elif key == "country":
next_FK = binary_search(global_countries, FK, cross_columns=True, col_sep="\t")
if next_FK != -1:
next_FK = next_FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
label = search_in_labels(str(next_FK))
elif key == "population":
label = binary_search(global_numbers, FK, cross_columns=True, col_sep="\t")
elif key == "places_lived":
next_FK = binary_search(global_locations, FK, cross_columns=True, col_sep="\t")
if next_FK != -1:
next_FK = next_FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
label = search_in_labels(str(next_FK))
elif key == "owner":
next_FK = binary_search(global_owners, FK, cross_columns=True, col_sep="\t")
if next_FK != -1:
next_FK = next_FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
label = search_in_labels(str(next_FK))
elif original_key == "<http://rdf.freebase.com/ns/visual_art.artwork.locations>":
next_FK = binary_search(global_artwork_location_relationship, FK, cross_columns=True, col_sep="\t")
if next_FK != -1:
next_FK = next_FK.replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
label = search_in_labels(str(next_FK))
else:
label = search_in_labels(FK)
if label == -1:
return
label = remove_language_tags(label)
if save_id:
if save_like_array:
data[key].append({'value': label, 'id': splited_line[2].replace("<http://rdf.freebase.com/ns/m.", "")[:-1]})
else:
data[key] = {'value': label, 'id': splited_line[2].replace("<http://rdf.freebase.com/ns/m.", "")[:-1]}
else:
if only_first_letter:
label = label[0]
if save_like_array:
data[key].append(label)
else:
data[key] = label
return
else:
value = FK.replace("%13", "–")
value = remove_language_tags(value)
if save_like_array:
if "en.wikipedia.org" in value and "%" in value:
try:
value = urllib.unquote(value).decode('cp1250')
except:
pass
data[key].append(value)
else:
value = value.replace("^^<http://www.w3.org/2001/XMLSchema", "").replace("#gYear>", "").replace("#date>", "").replace("#gYearMonth>", "").replace(">","")
data[key] = value
def bind_language_data(original_key, key, splited_line, data, save_like_array=True):
if (splited_line[1] == original_key):
if '"@en' in splited_line[2]:
if key not in data:
data[key] = []
value = splited_line[2].replace('"', '').replace('@en','')
if save_like_array:
data[key].append(value)
else:
data[key] = value
def bind_image(splited_line, data, data_type):
if (splited_line[1] == "<http://rdf.freebase.com/ns/common.topic.image>"):
if "image" not in data:
data["image"] = []
splited_line[2] = splited_line[2].replace("<http://rdf.freebase.com/ns/m.", "")[:-1]
#google freebase api key
image_path = '/mnt/data/kb/images/freebase/%s.jpg' % (splited_line[2])
if not os.path.isfile(image_path) or (os.path.isfile(image_path) and os.path.getsize(image_path) < 500):
url = "https://usercontent.googleapis.com/freebase/v1/image/m/%s?key=%s&maxheight=4096" % (splited_line[2], global_api_key)
#save image
image_data = urllib.urlopen(url).read()
if not "dailyLimitExceeded" in image_data:
with open(image_path, 'wb') as f:
f.write(image_data)
if os.path.isfile(image_path):
b = os.path.getsize(image_path)
if b < 500:
try:
os.remove(image_path)
except Exception:
pass
if os.path.isfile(image_path):
image = {}
image["path"] = "%s.jpg" % splited_line[2]
image["id"] = splited_line[2]
data["image"].append(image)
def load_global_list(name):
path = "help/"
if not os.path.isfile(path + name):
print "ERROR: File \"%s\" not found" % name
exit(1)
dial = []
dial = load_file(path + name)
dial.sort()
return dial
def main():
global global_labels
global global_numbers
global global_latitudes
global global_longitudes
global global_height_meters
global global_width_meters
global global_depth_meters
global global_citytowns
global global_countries
global global_postal_codes
global global_state_province_regions
global global_locations
global global_owners
global global_artwork_location_relationship
argument_types = ["art_period_movement", "artist", "artwork", "event", "museum", "location", "visual_art_form", "visual_art_genre", "visual_art_medium"]
parser = argparse.ArgumentParser()
parser.add_argument('-t', '--data-type', default=False, dest='data_type', type=str, help='Select data type to convert. (artist, artwork, person, location)', nargs=1)
parser.add_argument('-l', '--dump-loc', default=False, dest='dump_loc', type=str, help='Location of freebase-rdf.gz', nargs=1)
arguments = parser.parse_args()
if arguments.dump_loc:
global_gzip_filename = arguments.dump_loc[0]
if not arguments.data_type:
parser.error('No action requested, add -t <artist|artwork|person|location|all|...>')
if (arguments.data_type[0] == "help_files" or
arguments.data_type[0] == "ids" or
arguments.data_type[0] == "help"):
generate_help_files()
else:
global_labels = load_global_list("labels")
global_numbers = load_global_list("numbers")
global_latitudes = load_global_list("latitudes")
global_longitudes = load_global_list("longitudes")
global_height_meters = load_global_list("height_meters")
global_width_meters = load_global_list("width_meters")
global_depth_meters = load_global_list("depth_meters")
global_citytowns = load_global_list("citytowns")
global_countries = load_global_list("countries")
global_postal_codes = load_global_list("postal_codes")
global_state_province_regions = load_global_list("state_province_regions")
global_locations = load_global_list("locations")
if arguments.data_type[0] == "artwork":
global_owners = load_global_list("owners")
global_artwork_location_relationship = load_global_list("artwork_location_relationship")
if arguments.data_type[0] == "all":
convert_rdf_to_dic(ids_list, "all")
else:
ids_list = load_from_stdin()
ids_list.sort()
convert_rdf_to_dic(ids_list, arguments.data_type[0])
if __name__ == "__main__":
main()