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Diffstat (limited to 'backend/data/enwiki/genImgData.py')
| -rwxr-xr-x | backend/data/enwiki/genImgData.py | 190 |
1 files changed, 0 insertions, 190 deletions
diff --git a/backend/data/enwiki/genImgData.py b/backend/data/enwiki/genImgData.py deleted file mode 100755 index dedfe14..0000000 --- a/backend/data/enwiki/genImgData.py +++ /dev/null @@ -1,190 +0,0 @@ -#!/usr/bin/python3 - -import sys, re -import bz2, html, urllib.parse -import sqlite3 - -usageInfo = f""" -Usage: {sys.argv[0]} - -For some set of page IDs, looks up their content in the wiki dump, -and tries to parse infobox image names, storing them into a database. - -The program can be re-run with an updated set of page IDs, and -will skip already-processed page IDs. -""" -if len(sys.argv) > 1: - print(usageInfo, file=sys.stderr) - sys.exit(1) - -def getInputPageIds(): - pageIds = set() - dbCon = sqlite3.connect("../data.db") - dbCur = dbCon.cursor() - for (pageId,) in dbCur.execute("SELECT id from wiki_ids"): - pageIds.add(pageId) - dbCon.close() - return pageIds -dumpFile = "enwiki-20220501-pages-articles-multistream.xml.bz2" -indexDb = "dumpIndex.db" -imgDb = "imgData.db" # The database to create -idLineRegex = re.compile(r"<id>(.*)</id>") -imageLineRegex = re.compile(r".*\| *image *= *([^|]*)") -bracketImageRegex = re.compile(r"\[\[(File:[^|]*).*]]") -imageNameRegex = re.compile(r".*\.(jpg|jpeg|png|gif|tiff|tif)", flags=re.IGNORECASE) -cssImgCropRegex = re.compile(r"{{css image crop\|image *= *(.*)", flags=re.IGNORECASE) -# In testing, got about 360k image names - -print("Getting input page-ids") -pageIds = getInputPageIds() -print(f"Found {len(pageIds)}") - -print("Opening databases") -indexDbCon = sqlite3.connect(indexDb) -indexDbCur = indexDbCon.cursor() -imgDbCon = sqlite3.connect(imgDb) -imgDbCur = imgDbCon.cursor() -print("Checking tables") -if imgDbCur.execute("SELECT name FROM sqlite_master WHERE type='table' AND name='page_imgs'").fetchone() == None: - # Create tables if not present - imgDbCur.execute("CREATE TABLE page_imgs (page_id INT PRIMARY KEY, img_name TEXT)") # img_name may be NULL - imgDbCur.execute("CREATE INDEX page_imgs_idx ON page_imgs(img_name)") -else: - # Check for already-processed page IDs - numSkipped = 0 - for (pid,) in imgDbCur.execute("SELECT page_id FROM page_imgs"): - if pid in pageIds: - pageIds.remove(pid) - numSkipped += 1 - else: - print(f"WARNING: Found already-processed page ID {pid} which was not in input set") - print(f"Will skip {numSkipped} already-processed page IDs") - -print("Getting dump-file offsets") -offsetToPageids = {} -offsetToEnd = {} # Maps chunk-start offsets to their chunk-end offsets -iterNum = 0 -for pageId in pageIds: - iterNum += 1 - if iterNum % 1e4 == 0: - print(f"At iteration {iterNum}") - # - query = "SELECT offset, next_offset FROM offsets WHERE id = ?" - row = indexDbCur.execute(query, (pageId,)).fetchone() - if row == None: - print(f"WARNING: Page ID {pageId} not found") - continue - (chunkOffset, endOffset) = row - offsetToEnd[chunkOffset] = endOffset - if chunkOffset not in offsetToPageids: - offsetToPageids[chunkOffset] = [] - offsetToPageids[chunkOffset].append(pageId) -print(f"Found {len(offsetToEnd)} chunks to check") - -print("Iterating through chunks in dump file") -def getImageName(content): - " Given an array of text-content lines, tries to return an infoxbox image name, or None " - # Doesn't try and find images in outside-infobox [[File:...]] and <imagemap> sections - for line in content: - match = imageLineRegex.match(line) - if match != None: - imageName = match.group(1).strip() - if imageName == "": - return None - imageName = html.unescape(imageName) - # Account for {{... - if imageName.startswith("{"): - match = cssImgCropRegex.match(imageName) - if match == None: - return None - imageName = match.group(1) - # Account for [[File:...|...]] - if imageName.startswith("["): - match = bracketImageRegex.match(imageName) - if match == None: - return None - imageName = match.group(1) - # Account for <!-- - if imageName.find("<!--") != -1: - return None - # Remove an initial 'File:' - if imageName.startswith("File:"): - imageName = imageName[5:] - # Remove an initial 'Image:' - if imageName.startswith("Image:"): - imageName = imageName[6:] - # Check for extension - match = imageNameRegex.match(imageName) - if match != None: - imageName = match.group(0) - imageName = urllib.parse.unquote(imageName) - imageName = html.unescape(imageName) # Intentionally unescaping again (handles some odd cases) - imageName = imageName.replace("_", " ") - return imageName - # Exclude lines like: | image = <imagemap> - return None - return None -with open(dumpFile, mode='rb') as file: - iterNum = 0 - for (pageOffset, endOffset) in offsetToEnd.items(): - iterNum += 1 - if iterNum % 100 == 0: - print(f"At iteration {iterNum}") - # - pageIds = offsetToPageids[pageOffset] - # Jump to chunk - file.seek(pageOffset) - compressedData = file.read(None if endOffset == -1 else endOffset - pageOffset) - data = bz2.BZ2Decompressor().decompress(compressedData).decode() - # Look in chunk for pages - lines = data.splitlines() - lineIdx = 0 - while lineIdx < len(lines): - # Look for <page> - if lines[lineIdx].lstrip() != "<page>": - lineIdx += 1 - continue - # Check page id - lineIdx += 3 - idLine = lines[lineIdx].lstrip() - match = idLineRegex.fullmatch(idLine) - if match == None or int(match.group(1)) not in pageIds: - lineIdx += 1 - continue - pageId = int(match.group(1)) - lineIdx += 1 - # Look for <text> in <page> - foundText = False - while lineIdx < len(lines): - if not lines[lineIdx].lstrip().startswith("<text "): - lineIdx += 1 - continue - foundText = True - # Get text content - content = [] - line = lines[lineIdx] - content.append(line[line.find(">") + 1:]) - lineIdx += 1 - foundTextEnd = False - while lineIdx < len(lines): - line = lines[lineIdx] - if not line.endswith("</text>"): - content.append(line) - lineIdx += 1 - continue - foundTextEnd = True - content.append(line[:line.rfind("</text>")]) - # Look for image-filename - imageName = getImageName(content) - imgDbCur.execute("INSERT into page_imgs VALUES (?, ?)", (pageId, imageName)) - break - if not foundTextEnd: - print(f"WARNING: Did not find </text> for page id {pageId}") - break - if not foundText: - print(f"WARNING: Did not find <text> for page id {pageId}") - -print("Closing databases") -indexDbCon.close() -imgDbCon.commit() -imgDbCon.close() |
