""" Index Wikipedia """ import gzip import html from urllib.parse import quote from spacy.lang.en import English from index import TinyIndexer, index_titles_urls_and_extracts, PAGE_SIZE, NUM_PAGES from paths import WIKI_TITLES_PATH, INDEX_PATH TEXT_TAGS = ['mediawiki', 'page', 'revision', 'text'] TITLE_START = 'Wikipedia: ' TITLE_END = '\n' def index_wiki(): nlp = English() with TinyIndexer(INDEX_PATH, NUM_PAGES, PAGE_SIZE) as indexer: titles_and_urls = get_wiki_titles_and_urls() index_titles_urls_and_extracts(indexer, nlp, titles_and_urls) def get_wiki_titles_and_urls(): start_len = len(TITLE_START) end_len = len(TITLE_END) with gzip.open(WIKI_TITLES_PATH, 'rt') as wiki_titles_file: wiki_titles_file.readline() for raw_title in wiki_titles_file: assert raw_title.startswith(TITLE_START) assert raw_title.endswith(TITLE_END) title = raw_title[start_len:-end_len] unescaped_title = html.unescape(title) url = 'https://en.wikipedia.org/wiki/' + quote(unescaped_title.replace(' ', '_')) yield unescaped_title, url if __name__ == '__main__': index_wiki()