import dataclasses import re import urllib.parse import xml.etree.ElementTree import zipfile from dataclasses import dataclass from textwrap import dedent import datasets logger = datasets.logging.get_logger(__name__) FLIBUSTA_URL = "https://flibusta.is" _CITATION = """\ @ONLINE{flibusta, author = "Флибуста", title = "Флибуста", url = "https://flibusta.is" } """ _DESCRIPTION = """\ Convenient access to books in Russian hosted on Flibusta (https://flibusta.is/). Authors of the dataset do not endorse the usage of Flibusta for illegal purposes: please read "Licensing Information" before use. """ _LICENSE = """\ Books are stored on https://flibusta.is/ and may not be accessible from your location because of legal reasons. Please check with your local law if you can use this dataset. The license Apache 2.0 applies only to the code. """ @dataclass class BookInfo: author: str id: str title: str url: str url_txt: str @dataclass class DownloadedBookInfo: book_info: BookInfo file_path: str class FlibustaConfig(datasets.BuilderConfig): def __init__(self, *args, books_query, **kwargs): super().__init__(*args, version=datasets.utils.Version("0.1.0"), **kwargs) self.books_query = books_query class Flibusta(datasets.GeneratorBasedBuilder): BUILDER_CONFIG_CLASS = FlibustaConfig def _info(self): return datasets.DatasetInfo( citation=_CITATION, description=_DESCRIPTION, features=datasets.Features( { "author": datasets.Value("string"), "id": datasets.Value("string"), "text": datasets.Value("string"), "title": datasets.Value("string"), "url": datasets.Value("string"), "url_txt": datasets.Value("string"), } ), homepage=FLIBUSTA_URL, version=datasets.Version("0.1.0"), ) @staticmethod def _get_books(dl_manager, query): flibusta_search_url = urllib.parse.urljoin(FLIBUSTA_URL, "opds/search") continue_traverse = True page = 0 while continue_traverse: params_str = urllib.parse.urlencode( { "searchType": "books", "searchTerm": query, "pageNumber": page, } ) url = f"{flibusta_search_url}?{params_str}" logger.info("Extracting book infos from: %s", url) search_xml_file_path = dl_manager.download(url) search_xml_str = open(search_xml_file_path, encoding="utf8").read() search_xml_tree = xml.etree.ElementTree.fromstring(search_xml_str) ns = "{http://www.w3.org/2005/Atom}" for entry in search_xml_tree.findall(f"./{ns}entry"): author = entry.findtext(f"./{ns}author/{ns}name") title = entry.findtext(f"./{ns}title") url_path_entry = entry.find(f'./{ns}link[@title="Книга на сайте"]') url_txt_path_entry = entry.find( f'./{ns}link[@type="application/txt+zip"]' ) if ( author and title and url_path_entry is not None and url_txt_path_entry is not None ): url_path = url_path_entry.get("href") url = urllib.parse.urljoin(FLIBUSTA_URL, url_path) url_txt_path = url_txt_path_entry.get("href") url_txt = urllib.parse.urljoin(FLIBUSTA_URL, url_txt_path) id_ = url_path.rpartition("/")[2] yield BookInfo( author=author, id=id_, title=title, url=url, url_txt=url_txt, ) if search_xml_tree.find(f'./{ns}link[@rel="next"]') is not None: page += 1 else: continue_traverse = False def _split_generators(self, dl_manager): book_infos = list( self._get_books(dl_manager=dl_manager, query=self.config.books_query) ) book_urls_txt = {book_info.id: book_info.url_txt for book_info in book_infos} book_file_paths = dl_manager.download(book_urls_txt) downloaded_book_infos = [ DownloadedBookInfo( book_info=book_info, file_path=book_file_paths[book_info.id] ) for book_info in book_infos ] return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={"downloaded_book_infos": downloaded_book_infos}, ) ] def _generate_examples(self, downloaded_book_infos): for downloaded_book_info in downloaded_book_infos: archive = zipfile.ZipFile(open(downloaded_book_info.file_path, "rb")) for content_name in archive.namelist(): if content_name.endswith(".txt"): txt_path = zipfile.Path(archive, at=content_name) text = txt_path.read_text(encoding="utf8") text = re.sub(r"Взято из Флибусты,.*", "", text) text = text.strip("\n") text = dedent(text) example = { "text": text, **dataclasses.asdict(downloaded_book_info.book_info), } yield downloaded_book_info.book_info.id, example break