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#!/usr/bin/python3
import sys, re
import bz2, sqlite3
import argparse
parser = argparse.ArgumentParser(description="""
Adds DBpedia labels/types/abstracts/etc data into a database
""", formatter_class=argparse.RawDescriptionHelpFormatter)
parser.parse_args()
labelsFile = "labels_lang=en.ttl.bz2" # Had about 16e6 entries
idsFile = "page_lang=en_ids.ttl.bz2"
redirectsFile = "redirects_lang=en_transitive.ttl.bz2"
disambigFile = "disambiguations_lang=en.ttl.bz2"
typesFile = "instance-types_lang=en_specific.ttl.bz2"
abstractsFile = "short-abstracts_lang=en.ttl.bz2"
dbFile = "descData.db"
# In testing, this script took a few hours to run, and generated about 10GB
print("Creating database")
dbCon = sqlite3.connect(dbFile)
dbCur = dbCon.cursor()
print("Reading/storing label data")
dbCur.execute("CREATE TABLE labels (iri TEXT PRIMARY KEY, label TEXT)")
dbCur.execute("CREATE INDEX labels_idx ON labels(label)")
dbCur.execute("CREATE INDEX labels_idx_nc ON labels(label COLLATE NOCASE)")
labelLineRegex = re.compile(r'<([^>]+)> <[^>]+> "((?:[^"]|\\")+)"@en \.\n')
lineNum = 0
with bz2.open(labelsFile, mode='rt') as file:
for line in file:
lineNum += 1
if lineNum % 1e5 == 0:
print(f"At line {lineNum}")
#
match = labelLineRegex.fullmatch(line)
if match == None:
raise Exception(f"ERROR: Line {lineNum} has unexpected format")
dbCur.execute("INSERT INTO labels VALUES (?, ?)", (match.group(1), match.group(2)))
print("Reading/storing wiki page ids")
dbCur.execute("CREATE TABLE ids (iri TEXT PRIMARY KEY, id INT)")
dbCur.execute("CREATE INDEX ids_idx ON ids(id)")
idLineRegex = re.compile(r'<([^>]+)> <[^>]+> "(\d+)".*\n')
lineNum = 0
with bz2.open(idsFile, mode='rt') as file:
for line in file:
lineNum += 1
if lineNum % 1e5 == 0:
print(f"At line {lineNum}")
#
match = idLineRegex.fullmatch(line)
if match == None:
raise Exception(f"ERROR: Line {lineNum} has unexpected format")
try:
dbCur.execute("INSERT INTO ids VALUES (?, ?)", (match.group(1), int(match.group(2))))
except sqlite3.IntegrityError as e:
# Accounts for certain lines that have the same IRI
print(f"WARNING: Failed to add entry with IRI \"{match.group(1)}\": {e}")
print("Reading/storing redirection data")
dbCur.execute("CREATE TABLE redirects (iri TEXT PRIMARY KEY, target TEXT)")
redirLineRegex = re.compile(r'<([^>]+)> <[^>]+> <([^>]+)> \.\n')
lineNum = 0
with bz2.open(redirectsFile, mode='rt') as file:
for line in file:
lineNum += 1
if lineNum % 1e5 == 0:
print(f"At line {lineNum}")
#
match = redirLineRegex.fullmatch(line)
if match == None:
raise Exception(f"ERROR: Line {lineNum} has unexpected format")
dbCur.execute("INSERT INTO redirects VALUES (?, ?)", (match.group(1), match.group(2)))
print("Reading/storing diambiguation-page data")
dbCur.execute("CREATE TABLE disambiguations (iri TEXT PRIMARY KEY)")
disambigLineRegex = redirLineRegex
lineNum = 0
with bz2.open(disambigFile, mode='rt') as file:
for line in file:
lineNum += 1
if lineNum % 1e5 == 0:
print(f"At line {lineNum}")
#
match = disambigLineRegex.fullmatch(line)
if match == None:
raise Exception(f"ERROR: Line {lineNum} has unexpected format")
dbCur.execute("INSERT OR IGNORE INTO disambiguations VALUES (?)", (match.group(1),))
print("Reading/storing instance-type data")
dbCur.execute("CREATE TABLE types (iri TEXT, type TEXT)")
dbCur.execute("CREATE INDEX types_iri_idx ON types(iri)")
typeLineRegex = redirLineRegex
lineNum = 0
with bz2.open(typesFile, mode='rt') as file:
for line in file:
lineNum += 1
if lineNum % 1e5 == 0:
print(f"At line {lineNum}")
#
match = typeLineRegex.fullmatch(line)
if match == None:
raise Exception(f"ERROR: Line {lineNum} has unexpected format")
dbCur.execute("INSERT INTO types VALUES (?, ?)", (match.group(1), match.group(2)))
print("Reading/storing abstracts")
dbCur.execute("CREATE TABLE abstracts (iri TEXT PRIMARY KEY, abstract TEXT)")
descLineRegex = labelLineRegex
lineNum = 0
with bz2.open(abstractsFile, mode='rt') as file:
for line in file:
lineNum += 1
if lineNum % 1e5 == 0:
print(f"At line {lineNum}")
#
if line[0] == "#":
continue
match = descLineRegex.fullmatch(line)
if match == None:
raise Exception(f"ERROR: Line {lineNum} has unexpected format")
dbCur.execute("INSERT INTO abstracts VALUES (?, ?)",
(match.group(1), match.group(2).replace(r'\"', '"')))
print("Closing database")
dbCon.commit()
dbCon.close()
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