#!/usr/bin/python3 import sys, os, re import bz2 import html, mwxml, mwparserfromhell import sqlite3 usageInfo = f""" Usage: {sys.argv[0]} Reads through the wiki dump, and attempts to parse short-descriptions, and add them to a database. """ if len(sys.argv) > 1: print(usageInfo, file=sys.stderr) sys.exit(1) dumpFile = "enwiki-20220501-pages-articles-multistream.xml.bz2" # Had about 22e6 pages enwikiDb = "descData.db" # In testing, this script took over 10 hours to run, and generated about 5GB descLineRegex = re.compile("^ *[A-Z'\"]") embeddedHtmlRegex = re.compile(r"<[^<]+/>||<[^([^<]*|[^<]*<[^<]+>[^<]*)|<[^<]+$") # Recognises a self-closing HTML tag, a tag with 0 children, tag with 1 child with 0 children, or unclosed tag convertTemplateRegex = re.compile(r"{{convert\|(\d[^|]*)\|(?:(to|-)\|(\d[^|]*)\|)?([a-z][^|}]*)[^}]*}}") def convertTemplateReplace(match): if match.group(2) == None: return f"{match.group(1)} {match.group(4)}" else: return f"{match.group(1)} {match.group(2)} {match.group(3)} {match.group(4)}" parensGroupRegex = re.compile(r" \([^()]*\)") leftoverBraceRegex = re.compile(r"(?:{\||{{).*") def parseDesc(text): # Find first matching line outside {{...}}, [[...]], and block-html-comment constructs, # and then accumulate lines until a blank one. # Some cases not accounted for include: disambiguation pages, abstracts with sentences split-across-lines, # nested embedded html, 'content significant' embedded-html, markup not removable with mwparsefromhell, lines = [] openBraceCount = 0 openBracketCount = 0 inComment = False skip = False for line in text.splitlines(): line = line.strip() if len(lines) == 0: if len(line) > 0: if openBraceCount > 0 or line[0] == "{": openBraceCount += line.count("{") openBraceCount -= line.count("}") skip = True if openBracketCount > 0 or line[0] == "[": openBracketCount += line.count("[") openBracketCount -= line.count("]") skip = True if inComment or line.find("") != -1: if inComment: inComment = False skip = True else: inComment = True skip = True if skip: skip = False continue if line[-1] == ":": # Seems to help avoid disambiguation pages return None if descLineRegex.match(line) != None: lines.append(line) else: if len(line) == 0: return removeMarkup(" ".join(lines)) lines.append(line) if len(lines) > 0: return removeMarkup(" ".join(lines)) return None def removeMarkup(content): content = embeddedHtmlRegex.sub("", content) content = convertTemplateRegex.sub(convertTemplateReplace, content) content = mwparserfromhell.parse(content).strip_code() # Remove wikitext markup content = parensGroupRegex.sub("", content) content = leftoverBraceRegex.sub("", content) return content def convertTitle(title): return html.unescape(title).replace("_", " ") print("Creating database") if os.path.exists(enwikiDb): raise Exception(f"ERROR: Existing {enwikiDb}") dbCon = sqlite3.connect(enwikiDb) dbCur = dbCon.cursor() dbCur.execute("CREATE TABLE pages (id INT PRIMARY KEY, title TEXT UNIQUE)") dbCur.execute("CREATE INDEX pages_title_idx ON pages(title COLLATE NOCASE)") dbCur.execute("CREATE TABLE redirects (id INT PRIMARY KEY, target TEXT)") dbCur.execute("CREATE INDEX redirects_idx ON redirects(target)") dbCur.execute("CREATE TABLE descs (id INT PRIMARY KEY, desc TEXT)") print("Iterating through dump file") with bz2.open(dumpFile, mode='rt') as file: dump = mwxml.Dump.from_file(file) pageNum = 0 for page in dump: pageNum += 1 if pageNum % 1e4 == 0: print(f"At page {pageNum}") if pageNum > 3e4: break # Parse page if page.namespace == 0: try: dbCur.execute("INSERT INTO pages VALUES (?, ?)", (page.id, convertTitle(page.title))) except sqlite3.IntegrityError as e: # Accounts for certain pages that have the same title print(f"Failed to add page with title \"{page.title}\": {e}", file=sys.stderr) continue if page.redirect != None: dbCur.execute("INSERT INTO redirects VALUES (?, ?)", (page.id, convertTitle(page.redirect))) else: revision = next(page) desc = parseDesc(revision.text) if desc != None: dbCur.execute("INSERT INTO descs VALUES (?, ?)", (page.id, desc)) print("Closing database") dbCon.commit() dbCon.close()