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-rw-r--r--backend/data/dbpedia/README.md25
-rwxr-xr-xbackend/data/dbpedia/genData.py122
2 files changed, 147 insertions, 0 deletions
diff --git a/backend/data/dbpedia/README.md b/backend/data/dbpedia/README.md
new file mode 100644
index 0000000..0e7c266
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+++ b/backend/data/dbpedia/README.md
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+Downloaded Files
+================
+- labels\_lang=en.ttl.bz2 <br>
+ Obtained via https://databus.dbpedia.org/dbpedia/collections/latest-core,
+ using the link <https://databus.dbpedia.org/dbpedia/generic/labels/2022.03.01/labels_lang=en.ttl.bz2>.
+- redirects\_lang=en\_transitive.ttl.bz2 <br>
+ Downloaded from <https://databus.dbpedia.org/dbpedia/generic/redirects/2022.03.01/redirects_lang=en_transitive.ttl.bz2>.
+- disambiguations\_lang=en.ttl.bz2 <br>
+ Downloaded from <https://databus.dbpedia.org/dbpedia/generic/disambiguations/2022.03.01/disambiguations_lang=en.ttl.bz2>.
+- instance-types\_lang=en\_specific.ttl.bz2 <br>
+ Downloaded from <https://databus.dbpedia.org/dbpedia/mappings/instance-types/2022.03.01/instance-types_lang=en_specific.ttl.bz2>.
+- short-abstracts\_lang=en.ttl.bz2 <br>
+ Downloaded from <https://databus.dbpedia.org/vehnem/text/short-abstracts/2021.05.01/short-abstracts_lang=en.ttl.bz2>.
+
+Generated Files
+===============
+- dbpData.db <br>
+ An sqlite database representing data from the ttl files.
+ Generated by running genData.py.
+ Tables
+ - labels: iri TEXT PRIMARY KEY, label TEXT
+ - redirects: iri TEXT PRIMARY KEY, target TEXT
+ - disambiguations: iri TEXT PRIMARY KEY
+ - types: iri TEXT, type TEXT
+ - abstracts: iri TEXT PRIMARY KEY, abstract TEXT
diff --git a/backend/data/dbpedia/genData.py b/backend/data/dbpedia/genData.py
new file mode 100755
index 0000000..e147641
--- /dev/null
+++ b/backend/data/dbpedia/genData.py
@@ -0,0 +1,122 @@
+#!/usr/bin/python3
+
+import sys, re
+import bz2, sqlite3
+
+usageInfo = f"usage: {sys.argv[0]}\n"
+usageInfo += "Reads DBpedia labels+types+redirects+abstracts data,\n"
+usageInfo += "and creates a sqlite db containing that data.\n"
+if len(sys.argv) > 1:
+ print(usageInfo, file=sys.stderr)
+ sys.exit(1)
+
+labelsFile = "labels_lang=en.ttl.bz2" # Has about 16e6 lines
+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 = "dbpData.db"
+
+# Open db
+dbCon = sqlite3.connect(dbFile)
+dbCur = dbCon.cursor()
+# Read/store labels
+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 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("Processing line {}".format(lineNum))
+ #
+ match = labelLineRegex.fullmatch(line)
+ if match == None:
+ print("ERROR: Line {} has unexpected format".format(lineNum), file=sys.stderr)
+ sys.exit(1)
+ else:
+ dbCur.execute("INSERT INTO labels VALUES (?, ?)", (match.group(1), match.group(2)))
+dbCon.commit()
+# Read/store redirects
+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("Processing line {}".format(lineNum))
+ #
+ match = redirLineRegex.fullmatch(line)
+ if match == None:
+ print("ERROR: Line {} has unexpected format".format(lineNum), file=sys.stderr)
+ sys.exit(1)
+ else:
+ dbCur.execute("INSERT INTO redirects VALUES (?, ?)", (match.group(1), match.group(2)))
+dbCon.commit()
+# Read/store diambiguation-page data
+print("Reading/storing diambiguation-page data")
+disambigNames = set()
+disambigLineRegex = redirLineRegex
+lineNum = 0
+with bz2.open(disambigFile, mode='rt') as file:
+ for line in file:
+ lineNum += 1
+ if lineNum % 1e5 == 0:
+ print("Processing line {}".format(lineNum))
+ #
+ match = disambigLineRegex.fullmatch(line)
+ if match == None:
+ print("ERROR: Line {} has unexpected format".format(lineNum), file=sys.stderr)
+ sys.exit(1)
+ else:
+ disambigNames.add(match.group(1))
+dbCur.execute("CREATE TABLE disambiguations (iri TEXT PRIMARY KEY)")
+for name in disambigNames:
+ dbCur.execute("INSERT INTO disambiguations VALUES (?)", (name,))
+dbCon.commit()
+# Read/store instance-type
+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("Processing line {}".format(lineNum))
+ #
+ match = typeLineRegex.fullmatch(line)
+ if match == None:
+ print("ERROR: Line {} has unexpected format".format(lineNum), file=sys.stderr)
+ sys.exit(1)
+ else:
+ dbCur.execute("INSERT INTO types VALUES (?, ?)", (match.group(1), match.group(2)))
+dbCon.commit()
+# Read/store abstracts
+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("Processing line {}".format(lineNum))
+ #
+ if line[0] == "#":
+ continue
+ match = descLineRegex.fullmatch(line)
+ if match == None:
+ print("ERROR: Line {} has unexpected format".format(lineNum), file=sys.stderr)
+ sys.exit(1)
+ else:
+ dbCur.execute("INSERT INTO abstracts VALUES (?, ?)",
+ (match.group(1), match.group(2).replace(r'\"', '"')))
+# Close db
+dbCon.commit()
+dbCon.close()