| import gzip | |
| import json | |
| import os | |
| import datasets | |
| from datasets import Features, Sequence, Value | |
| logger = datasets.logging.get_logger(__name__) | |
| _FILES = [ | |
| 'kwnlp-enwiki-20220901-link-annotated-text1-p1p41242.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text2-p41243p151573.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text3-p151574p311329.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text4-p311330p558391.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text5-p558392p958045.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text6-p958046p1483661.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text7-p1483662p2134111.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text8-p2134112p2936260.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text9-p2936261p4045402.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text10-p4045403p5399366.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text11-p5399367p6899366.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text11-p6899367p7054859.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text12-p7054860p8554859.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text12-p8554860p9172788.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text13-p10672789p11659682.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text13-p9172789p10672788.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text14-p11659683p13159682.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text14-p13159683p14324602.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text15-p14324603p15824602.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text15-p15824603p17324602.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text15-p17324603p17460152.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text16-p17460153p18960152.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text16-p18960153p20460152.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text16-p20460153p20570392.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text17-p20570393p22070392.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text17-p22070393p23570392.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text17-p23570393p23716197.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text18-p23716198p25216197.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text18-p25216198p26716197.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text18-p26716198p27121850.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text19-p27121851p28621850.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text19-p28621851p30121850.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text19-p30121851p31308442.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text20-p31308443p32808442.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text20-p32808443p34308442.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text20-p34308443p35522432.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text21-p35522433p37022432.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text21-p37022433p38522432.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text21-p38522433p39996245.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text22-p39996246p41496245.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text22-p41496246p42996245.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text22-p42996246p44496245.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text22-p44496246p44788941.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text23-p44788942p46288941.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text23-p46288942p47788941.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text23-p47788942p49288941.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text23-p49288942p50564553.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text24-p50564554p52064553.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text24-p52064554p53564553.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text24-p53564554p55064553.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text24-p55064554p56564553.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text24-p56564554p57025655.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text25-p57025656p58525655.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text25-p58525656p60025655.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text25-p60025656p61525655.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text25-p61525656p62585850.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text26-p62585851p63975909.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text27-p63975910p65475909.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text27-p65475910p66975909.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text27-p66975910p68475909.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text27-p68475910p69975909.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text27-p69975910p71475909.jsonl.gz', | |
| 'kwnlp-enwiki-20220901-link-annotated-text27-p71475910p71655058.jsonl.gz', | |
| ] | |
| _VERSION = datasets.Version("1.0.0") | |
| _DESCRIPTION = "Wikipedia text with metadata" | |
| FEATURES = { | |
| "all": Features( | |
| { | |
| "page_id": Value("int64"), | |
| "page_title": Value("string"), | |
| "paragraphs": [ | |
| { | |
| "plaintext": Value("string"), | |
| "section_idx": Value("int64"), | |
| "section_name": Value("string"), | |
| "target_page_ids": Sequence(Value("int64")), | |
| "anchor_spans": Sequence(Sequence(Value("int64"), length=2)), | |
| } | |
| ], | |
| "revision_id": Value("int64"), | |
| "categories": Sequence(Value("string")), | |
| "item_id": Value("int64"), | |
| "in_link_count": Value("int64"), | |
| "out_link_count": Value("int64"), | |
| "tmpl_good_article": Value("bool"), | |
| "tmpl_featured_article": Value("bool"), | |
| "item_label": Value("string"), | |
| "item_description": Value("string"), | |
| "item_alias": Sequence(Value("string")), | |
| } | |
| ), | |
| "text": Features( | |
| { | |
| "paragraph": Value("string") | |
| } | |
| ), | |
| "text-intros": Features( | |
| { | |
| "paragraph": Value("string") | |
| } | |
| ), | |
| } | |
| class HacdcWikipedia(datasets.GeneratorBasedBuilder): | |
| BUILDER_CONFIGS = [ | |
| datasets.BuilderConfig(name="all", version=_VERSION, description=_DESCRIPTION), | |
| datasets.BuilderConfig(name="text", version=_VERSION, description=_DESCRIPTION), | |
| datasets.BuilderConfig( | |
| name="text-intros", version=_VERSION, description=_DESCRIPTION | |
| ), | |
| ] | |
| DEFAULT_CONFIG_NAME = "all" | |
| def _info(self): | |
| return datasets.DatasetInfo( | |
| description=_DESCRIPTION, | |
| features=FEATURES[self.config.name], | |
| ) | |
| def _split_generators(self, dl_manager): | |
| paths = [os.path.join("data", filename) for filename in _FILES] | |
| downloaded_files = dl_manager.download_and_extract(paths) | |
| return [ | |
| datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepaths": downloaded_files}), | |
| ] | |
| def _generate_examples(self, filepaths): | |
| """Generate examples. | |
| Args: | |
| filepaths: a list of file paths | |
| Yields: | |
| dictionaries representing article data and metadata | |
| """ | |
| _id = 0 | |
| for filepath in filepaths: | |
| logger.info("generating examples from = %s", filepath) | |
| with open(filepath, "r") as fp: | |
| for line in fp: | |
| data = json.loads(line) | |
| if self.config.name == "all": | |
| yield _id, data | |
| _id += 1 | |
| continue | |
| for paragraph in data["paragraphs"]: | |
| if self.config.name == "text": | |
| yield _id, {"paragraph": paragraph["plaintext"]} | |
| _id += 1 | |
| if self.config.name == "text-intros": | |
| if paragraph["section_idx"] == 0: | |
| yield _id, {"paragraph": paragraph["plaintext"]} | |
| _id += 1 | |