1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
|
#!/usr/bin/python3
"""
Adds DBpedia labels/types/abstracts/etc data into a database
"""
# In testing, this script took a few hours to run, and generated about 10GB
import argparse
import re
import bz2
import sqlite3
LABELS_FILE = 'labels_lang=en.ttl.bz2' # Had about 16e6 entries
IDS_FILE = 'page_lang=en_ids.ttl.bz2'
REDIRECTS_FILE = 'redirects_lang=en_transitive.ttl.bz2'
DISAMBIG_FILE = 'disambiguations_lang=en.ttl.bz2'
TYPES_FILE = 'instance-types_lang=en_specific.ttl.bz2'
ABSTRACTS_FILE = 'short-abstracts_lang=en.ttl.bz2'
DB_FILE = 'desc_data.db'
def genData(
labelsFile: str, idsFile: str, redirectsFile: str, disambigFile: str,
typesFile: str, abstractsFile: str, dbFile: str) -> None:
""" Reads the files and writes to db """
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')
with bz2.open(labelsFile, mode='rt') as file:
for lineNum, line in enumerate(file, 1):
if lineNum % 1e5 == 0:
print(f'At line {lineNum}')
match = labelLineRegex.fullmatch(line)
if match is 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')
with bz2.open(idsFile, mode='rt') as file:
for lineNum, line in enumerate(file, 1):
if lineNum % 1e5 == 0:
print(f'At line {lineNum}')
match = idLineRegex.fullmatch(line)
if match is 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')
with bz2.open(redirectsFile, mode='rt') as file:
for lineNum, line in enumerate(file, 1):
if lineNum % 1e5 == 0:
print(f'At line {lineNum}')
match = redirLineRegex.fullmatch(line)
if match is 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
with bz2.open(disambigFile, mode='rt') as file:
for lineNum, line in enumerate(file, 1):
if lineNum % 1e5 == 0:
print(f'At line {lineNum}')
match = disambigLineRegex.fullmatch(line)
if match is 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
with bz2.open(typesFile, mode='rt') as file:
for lineNum, line in enumerate(file, 1):
if lineNum % 1e5 == 0:
print(f'At line {lineNum}')
match = typeLineRegex.fullmatch(line)
if match is 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
with bz2.open(abstractsFile, mode='rt') as file:
for lineNum, line in enumerate(file):
if lineNum % 1e5 == 0:
print(f'At line {lineNum}')
if line[0] == '#':
continue
match = descLineRegex.fullmatch(line)
if match is 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()
if __name__ == '__main__':
parser = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter)
parser.parse_args()
genData(LABELS_FILE, IDS_FILE, REDIRECTS_FILE, DISAMBIG_FILE, TYPES_FILE, ABSTRACTS_FILE, DB_FILE)
|
