diff --git a/README.md b/README.md deleted file mode 100644 index aef9fcb2b76dc3446a5056cd98401cfe9da03685..0000000000000000000000000000000000000000 --- a/README.md +++ /dev/null @@ -1,5757 +0,0 @@ ---- -annotations_creators: -- no-annotation -language_creators: -- crowdsourced -pretty_name: Wikipedia -paperswithcode_id: null -license: -- cc-by-sa-3.0 -- gfdl -task_categories: -- text-generation -- fill-mask -task_ids: -- language-modeling -- masked-language-modeling -source_datasets: -- original -multilinguality: -- multilingual -size_categories: -- n<1K -- 1K -and identify the date. - -### 2. [Optional] Get a refreshed list of languages - -This is optional because it not very likely that a new language will have -suddenly appeared since the last version _and_ have a significant dataset. - -Navigate to and copy the -languages column from the "Detailed list" table (near the end of the page). - -Copy that content in the form of a Python list into `lang_def.py` (at the top -of the repo) under a new date. - -### 3. [Optional] Create Media and Category aliases - -In order to properly extract links to images and media in all languages, we -must refresh the two corresponding files. To do so, from the root of the repo, -run - -```sh -python -m prep.create_aliases -``` - -This will create or update these two files at the root of the repo: - -- `media_aliases.py` -- `category_aliases.py` - -These files are used in the final step - -### 4. Build and prepare the datasets into sharded parquet files - -Running this script downloads the wikipedia dumps for each language in -`lang_def.py` and shards each language dataset into the appropriate number of -shards (max size ~ 250MB). - -```sh -python -m prep.build --date 20230601 -``` - -There are other options: - -```text -$ python -m prep.build --help -usage: Wikipedia Builder [-h] [--date DATE] [--language [LANG ...]] [--cache-dir DIR] [--mirror MIRROR] - -Prepares the Wikipedia dataset for each language - -optional arguments: - -h, --help show this help message and exit - --date DATE Wikipedia dump date (e.g. 20230601) - --language [LANG ...] Language code (e.g. en). If missing, all languages are processed - --cache-dir DIR Cache directory for 🤗 Datasets - --mirror MIRROR Mirror URL -``` - -For instance, for faster downloads of the dumps, use the mirror option: - -```sh -python -m prep.build \ - --date 20230601 \ - --language bs \ - --mirror https://mirror.accum.se/mirror/wikimedia.org/dumps/ -``` - -It will download the dumps at around 60MB/s instead of the capped speed -(~4MB/s) from . The script will skip existing -directories, allowing you to run the script in several passes. - -Notes: - -- These instructions build upon the build process of the - [Wikipedia](https://huggingface.co/datasets/wikipedia) 🤗 Dataset. HF did a - fantastic job, I just pushed it a bit further. -- Be aware that not all mirrors contain all dumps. For instance mirror.accum.se - does not contain dumps for languages such as be-x-old or cbk-zam. My own - solution is to run a first pass using the aforementioned mirror, and a second - pass with the official `https://dumps.wikimedia.org` site (omitting the - `--mirror` parameter). - diff --git a/data/20230601/ab/train-0001-of-0001.parquet b/data/20230601/ab/train-0001-of-0001.parquet deleted file mode 100644 index 00188a1ffb500a2fb67f3f9419ff143bfaab8220..0000000000000000000000000000000000000000 --- a/data/20230601/ab/train-0001-of-0001.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:94769b09081853c96b00f66d908d1aa73faf5bbc024f414c8bf7df3ddf745b60 -size 1172286 diff --git a/data/20230601/ace/train-0001-of-0001.parquet b/data/20230601/ace/train-0001-of-0001.parquet deleted file mode 100644 index 8f605741eecbcae3d841476ed9094a6653a5326d..0000000000000000000000000000000000000000 --- a/data/20230601/ace/train-0001-of-0001.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid 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0ddfdf54c14f8401c5ef18b847323450bcbf3cdc..0000000000000000000000000000000000000000 --- a/data/20230601/zh-min-nan/train-0001-of-0001.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ea85b427efff6f60355e5a27abb76342e8a71ce7260cd76023fa0d85dacf9acd -size 37371568 diff --git a/data/20230601/zh-yue/info.json b/data/20230601/zh-yue/info.json deleted file mode 100644 index 80da1c76b301e491412b3d0269ec1644d8cc21c4..0000000000000000000000000000000000000000 --- a/data/20230601/zh-yue/info.json +++ /dev/null @@ -1 +0,0 @@ -{"shards": ["train-0001-of-0001.parquet"]} \ No newline at end of file diff --git a/data/20230601/zh-yue/train-0001-of-0001.parquet b/data/20230601/zh-yue/train-0001-of-0001.parquet deleted file mode 100644 index e7852242404468eb11efd327eb770bdf8a32b732..0000000000000000000000000000000000000000 --- a/data/20230601/zh-yue/train-0001-of-0001.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:31fa589de9335193cf9772a91cc94b65f5a6260aa57ca08a01f6d455d637dc2d -size 63294072 diff --git a/data/20230601/zh/info.json b/data/20230601/zh/info.json deleted file mode 100644 index 650caa1f3e27206fcbb30f6aa8fb1a9e740cc674..0000000000000000000000000000000000000000 --- a/data/20230601/zh/info.json +++ /dev/null @@ -1 +0,0 @@ -{"shards": ["train-0001-of-0011.parquet", "train-0002-of-0011.parquet", "train-0003-of-0011.parquet", "train-0004-of-0011.parquet", "train-0005-of-0011.parquet", "train-0006-of-0011.parquet", "train-0007-of-0011.parquet", "train-0008-of-0011.parquet", "train-0009-of-0011.parquet", "train-0010-of-0011.parquet", "train-0011-of-0011.parquet"]} \ No newline at end of file diff --git a/data/20230601/zh/train-0001-of-0011.parquet b/data/20230601/zh/train-0001-of-0011.parquet deleted file mode 100644 index dca639f44a898f64f3a922f991f9943f202e7931..0000000000000000000000000000000000000000 --- a/data/20230601/zh/train-0001-of-0011.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b1daf154e36a7921287ebcfac689cd4dd57c6b0ec84acdb74d3012ef14da38ab -size 155739544 diff --git a/data/20230601/zh/train-0003-of-0011.parquet b/data/20230601/zh/train-0003-of-0011.parquet deleted file mode 100644 index 585d1cd15626910d3081ed4cbe277b065911ccfe..0000000000000000000000000000000000000000 --- a/data/20230601/zh/train-0003-of-0011.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:42e3e9eb1d90f1e16f9bdff2452f66697ba27b1f8211029b1e7165fe94ac18de -size 156285367 diff --git a/data/20230601/zh/train-0004-of-0011.parquet b/data/20230601/zh/train-0004-of-0011.parquet deleted file mode 100644 index 705c81a85307c9414a10ef7b063eb1fa47e8d966..0000000000000000000000000000000000000000 --- a/data/20230601/zh/train-0004-of-0011.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:45d4a9fd37e4dc71a042c7fed2fcc412a4482e2f067756531ba325fcd4a931a2 -size 158298884 diff --git a/data/20230601/zh/train-0007-of-0011.parquet b/data/20230601/zh/train-0007-of-0011.parquet deleted file mode 100644 index cad5539e3351e3f2693113528dcce21acc257c8d..0000000000000000000000000000000000000000 --- a/data/20230601/zh/train-0007-of-0011.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2dfe886ffa311f007b61cf9bdd8a60dd2423c24fd31d1fd808e1af03bb8adb17 -size 157491792 diff --git a/data/20230601/zh/train-0009-of-0011.parquet b/data/20230601/zh/train-0009-of-0011.parquet deleted file mode 100644 index b51c0bcf6f8f7ae44a12931e2515e5ca1e357417..0000000000000000000000000000000000000000 --- a/data/20230601/zh/train-0009-of-0011.parquet +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c78b418f82f7db82b1b2c8a74e182e486ca4040eb462d720ca5ce1a2d7aa0b8a -size 154793553 diff --git a/data/20230601/zu/info.json b/data/20230601/zu/info.json deleted file mode 100644 index 80da1c76b301e491412b3d0269ec1644d8cc21c4..0000000000000000000000000000000000000000 --- a/data/20230601/zu/info.json +++ /dev/null @@ -1 +0,0 @@ -{"shards": ["train-0001-of-0001.parquet"]} \ No newline at end of file diff --git a/lang_def.py b/lang_def.py deleted file mode 100644 index 996dbfc047b51eeb41620c298058aaf973e97692..0000000000000000000000000000000000000000 --- a/lang_def.py +++ /dev/null @@ -1,342 +0,0 @@ -""" -Declares which languages are available in the Wikipedia dataset per date. - -Source: https://meta.wikimedia.org/wiki/Names_of_Wikimedia_languages (accessed 6/6/2023) -""" - -WIKIPEDIA_LANGUAGES = { - "20230601": [ - # "aa", # closed and no dump - "ab", - "ace", - "ady", - "af", - "ak", # 1 placeholder article, but not closed - "als", - "alt", - "am", - "ami", - "an", - "ang", - "anp", - "ar", - "arc", - "ary", - "arz", - "as", - "ast", - "atj", - "av", - "avk", - "awa", - "ay", - "az", - "azb", - "ba", - "ban", - "bar", - "bat-smg", - "be-x-old", - "bcl", - "be", - "bg", - "bh", - "bi", - "bjn", - "blk", - "bm", - "bn", - "bo", - "bpy", - "br", - "bs", - "bug", - "bxr", - "ca", - "cbk-zam", - "cdo", - "ce", - "ceb", - "ch", - "cho", # closed - "chr", - "chy", - "ckb", - "co", - "cr", - "crh", - "cs", - "csb", - "cu", - "cv", - "cy", - "da", - "dag", - "de", - "din", - "diq", - "dsb", - "dty", - "dv", - "dz", - "ee", - "el", - "eml", - "en", - "eo", - "es", - "eu", - "ext", - "fa", - "fat", - "ff", - "fi", - "fiu-vro", - "fj", - "fo", - "fr", - "frp", - "frr", - "fur", - "fy", - "ga", - "gag", - "gan", - "gcr", - "gd", - "gl", - "glk", - "gn", - "gom", - "gor", - "got", - "gu", - "guc", - "gur", - "guw", - "gv", - "ha", - "hak", - "haw", - "he", - "hi", - "hif", - "ho", # closed - "hr", - "hsb", - "ht", - "hu", - "hy", - "hyw", - # "hz", # closed and no dump - "ia", - "id", - "ie", - "ig", - "ii", # closed - "ik", - "ilo", - "inh", - "io", - "is", - "it", - "iu", - "ja", - "jam", - "jbo", - "jv", - "ka", - "kaa", - "kab", - "kbd", - "kbp", - "kcg", - "kg", - "ki", - "kj", # closed - "kk", - "kl", - "km", - "kn", - "ko", - "koi", - # "kr", # closed and no dump - "krc", - "ks", - "ksh", - "ku", - "kv", - "kw", - "ky", - "la", - "lad", - "lb", - "lbe", - "lez", - "lfn", - "lg", - "li", - "lij", - "lld", - "lmo", - "ln", - "lo", - "lrc", # closed - "lt", - "ltg", - "lv", - "mad", - "mai", - "map-bms", - "mdf", - "mg", - "mh", # closed - "mhr", - "mi", - "min", - "mk", - "ml", - "mn", - "mni", - "mnw", - "mr", - "mrj", - "ms", - "mt", - "mus", # closed - "mwl", - "my", - "myv", - "mzn", - # "na", # closed and no dump - "nah", - "nap", - "nds", - "nds-nl", - "ne", - "new", - "ng", # closed - "nia", - "nl", - "nn", - "no", - "nov", - "nqo", - "nrm", - "nso", - "nv", - "ny", - "oc", - "olo", - "om", - "or", - "os", - "pa", - "pag", - "pam", - "pap", - "pcd", - "pcm", - "pdc", - "pfl", - "pi", - "pih", - "pl", - "pms", - "pnb", - "pnt", - "ps", - "pt", - "pwn", - "qu", - "rm", - "rmy", - "rn", - "ro", - "roa-rup", - "roa-tara", - "ru", - "rue", - "rw", - "sa", - "sah", - "sat", - "sc", - "scn", - "sco", - "sd", - "se", - "sg", - "sh", - "shi", - "shn", - "si", - "simple", - "sk", - "skr", - "sl", - "sm", - "smn", - "sn", - "so", - "sq", - "sr", - "srn", - "ss", - "st", - "stq", - "su", - "sv", - "sw", - "szl", - "szy", - "ta", - "tay", - "tcy", - "te", - "tet", - "tg", - "th", - "ti", - "tk", - "tl", - "tn", - "to", - "tpi", - "tr", - "trv", - "ts", - "tt", - "tum", - "tw", - "ty", - "tyv", - "udm", - "ug", - "uk", - "ur", - "uz", - "ve", - "vec", - "vep", - "vi", - "vls", - "vo", - "wa", - "war", - "wo", - "wuu", - "xal", - "xh", - "xmf", - "yi", - "yo", - "za", - "zea", - "zh", - "zh-classical", - "zh-min-nan", - "zh-yue", - "zu", - ], -} diff --git a/prep/build.py b/prep/build.py deleted file mode 100644 index cf2f77e9499513bae7e07a493e93f8e952d13bdf..0000000000000000000000000000000000000000 --- a/prep/build.py +++ /dev/null @@ -1,155 +0,0 @@ -import argparse -import gc -import json -import os -import shutil -from datetime import datetime -from pathlib import Path -from typing import Optional - -from datasets import DatasetDict, load_dataset - -from .lang_def import WIKIPEDIA_LANGUAGES - -_MAX_SHARD_SIZE = 256 * 1024 * 1024 - - -def main( - languages: list[str], - date: str, - dest_dirpath: Path, - cache_dirpath: Optional[Path], - mirror_url: str, - override: bool = False, -): - for language in languages: - print("=====================") - print(f"start processing `{language}`") - start_time = datetime.now() - - lang_dest_dirpath = dest_dirpath / language - if lang_dest_dirpath.exists(): - if override: - print(f"overriding `{language}` at {lang_dest_dirpath}") - shutil.rmtree(lang_dest_dirpath) - else: - print( - f"skipping `{language}` because {lang_dest_dirpath} already exists" - ) - print(f"done processing `{language}` ✅") - print("=====================\n\n") - continue - - build_kwargs = { - "language": language.replace("-", "_"), - "date": date, - "mirror_url": mirror_url, - "beam_runner": "DirectRunner", - # "beam_runner": "apache_beam.runners.dask.dask_runner.DaskRunner", - } - if cache_dirpath: - build_kwargs["cache_dir"] = str(cache_dirpath) - - try: - dsd = load_dataset( - "./prep/ds_script.py", - **build_kwargs, - ) - elapsed = datetime.now() - start_time - assert isinstance(dsd, DatasetDict) - print(f"done processing `{language}` (elapsed: {elapsed})") - - for split_name, split in dsd.items(): - # With a beam runner, the dataset_size property is not actually - # the number of bytes. - - dataset_size = split.download_size - assert isinstance(dataset_size, int) - num_shards = 1 + dataset_size // _MAX_SHARD_SIZE - print(f"start splitting `{language}` into {num_shards} shards") - - shard_filenames = [] - for shard_index in range(num_shards): - ds_shard = split.shard(num_shards, shard_index) - - shard_suffix = f"{shard_index+1:04d}-of-{num_shards:04d}" - dest_filename = f"{split_name}-{shard_suffix}.parquet" - shard_filenames.append(dest_filename) - - os.makedirs(lang_dest_dirpath, exist_ok=True) - ds_shard.to_parquet(lang_dest_dirpath / dest_filename) - - # Create the info.json file - info = {"shards": shard_filenames} - with open(lang_dest_dirpath / "info.json", "w") as f: - json.dump(info, f) - - del dsd - - except Exception as e: - print("❌❌❌❌") - print(f"error with {language}: {e}") - print("❌❌❌❌") - - gc.collect() - print(f"done processing `{language}` ✅") - print("=====================\n\n") - - -if __name__ == "__main__": - - def formatter(prog): - return argparse.HelpFormatter(prog, max_help_position=52) - - parser = argparse.ArgumentParser( - prog="Wikipedia Builder", - description="Prepares the Wikipedia dataset for each language", - formatter_class=formatter, - ) - parser.add_argument( - "--date", - help="Wikipedia dump date (e.g. 20230601)", - default="20230601", - type=str, - ) - parser.add_argument( - "--language", - help="Language code (e.g. en). Default to processing all languages", - type=str, - nargs="*", - metavar="LANG", - ) - parser.add_argument( - "--cache-dir", - help="Cache directory for 🤗 Datasets", - default=None, - metavar="DIR", - type=str, - ) - parser.add_argument( - "--mirror-url", - help="Mirror URL", - default="https://dumps.wikimedia.org", - type=str, - ) - parser.add_argument( - "--override", help="Override existing files", action="store_true" - ) - args = parser.parse_args() - - # Prepare the arguments - if not args.language: - languages = WIKIPEDIA_LANGUAGES[args.date] - else: - languages = args.language - print("languages to process:", languages) - dest_dirpath = Path("./data") / args.date - - main( - languages, - args.date, - dest_dirpath, - cache_dirpath=args.cache_dir, - mirror_url=args.mirror_url, - override=args.override, - ) diff --git a/prep/ds_script.py b/prep/ds_script.py deleted file mode 100644 index a902487ac43dca9462e00f910bd984af9b894e31..0000000000000000000000000000000000000000 --- a/prep/ds_script.py +++ /dev/null @@ -1,322 +0,0 @@ -# coding=utf-8 -# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -# Lint as: python3 -"""Wikipedia dataset containing cleaned articles of all languages.""" - - -import bz2 -import codecs -import json -import re -import xml.etree.cElementTree as etree -from urllib.parse import quote - -import datasets - -from .category_aliases import CATEGORY_ALIASES -from .lang_def import WIKIPEDIA_LANGUAGES -from .media_aliases import MEDIA_ALIASES - -logger = datasets.logging.get_logger(__name__) - - -_CITATION = """\ -@ONLINE {wikidump, - author = {Wikimedia Foundation}, - title = {Wikimedia Downloads}, - url = {https://dumps.wikimedia.org} -} -""" - -_DESCRIPTION = """\ -Wikipedia dataset containing cleaned articles of all languages. -The datasets are built from the Wikipedia dump -(https://dumps.wikimedia.org/) with one split per language. Each example -contains the content of one full Wikipedia article with cleaning to strip -markdown and unwanted sections (references, etc.). -""" - -_LICENSE = ( - "This work is licensed under the Creative Commons Attribution-ShareAlike " - "3.0 Unported License. To view a copy of this license, visit " - "http://creativecommons.org/licenses/by-sa/3.0/ or send a letter to " - "Creative Commons, PO Box 1866, Mountain View, CA 94042, USA." -) - -# List of mirrors at https://dumps.wikimedia.org/mirrors.html -# - default mirror: https://dumps.wikimedia.org -# yields https://dumps.wikimedia.org/enwiki/20220301/ -# - example: https://ftp.acc.umu.se/mirror/wikimedia.org/dumps/ -# yields https://ftp.acc.umu.se/mirror/wikimedia.org/dumps/enwiki/20220301/ -_BASE_URL_TMPL = "{mirror_url}/{lang}wiki/{date}/" -_INFO_FILE = "dumpstatus.json" - - -_VERSION = datasets.Version("2.0.0", "") - - -class WikipediaConfig(datasets.BuilderConfig): - """BuilderConfig for Wikipedia.""" - - def __init__( - self, - language=None, - date=None, - mirror_url="https://dumps.wikimedia.org", - version=_VERSION, - **kwargs, - ): - """BuilderConfig for Wikipedia. - - Args: - language: string, the language code for the Wikipedia dump to use. - date: string, date of the Wikipedia dump in YYYYMMDD format. A list of - available dates can be found at https://dumps.wikimedia.org/enwiki/. - **kwargs: keyword arguments forwarded to super. - """ - super().__init__( - name=f"{date}.{language}", - description=f"Wikipedia dataset for {language}, parsed from {date} dump.", - version=version, - **kwargs, - ) - self.date = date - self.language = language - self.mirror_url = mirror_url.rstrip("/") - - -# _DATE = "20220301" - - -class Wikipedia(datasets.BeamBasedBuilder): - """Wikipedia dataset.""" - - # Use mirror (your.org) to avoid download caps. - BUILDER_CONFIG_CLASS = WikipediaConfig - BUILDER_CONFIGS = [ - WikipediaConfig( - language=lang, - date="some future date", - ) # pylint:disable=g-complex-comprehension - for lang in WIKIPEDIA_LANGUAGES - ] - - def _info(self): - return datasets.DatasetInfo( - description=_DESCRIPTION, - features=datasets.Features( - { - "id": datasets.Value("string"), - "url": datasets.Value("string"), - "title": datasets.Value("string"), - "text": datasets.Value("string"), - } - ), - # No default supervised_keys. - supervised_keys=None, - homepage="https://dumps.wikimedia.org", - citation=_CITATION, - ) - - def _split_generators(self, dl_manager, pipeline): - def _base_url(lang): - return _BASE_URL_TMPL.format( - lang=lang.replace("-", "_"), - date=self.config.date, - mirror_url=self.config.mirror_url, - ) - - lang = self.config.language - - info_url = _base_url(lang) + _INFO_FILE - # Use dictionary since testing mock always returns the same result. - downloaded_files = dl_manager.download_and_extract({"info": info_url}) - - xml_urls = [] - total_bytes = 0 - with open(downloaded_files["info"], encoding="utf-8") as f: - dump_info = json.load(f) - multistream_dump_info = dump_info["jobs"]["articlesmultistreamdump"] - assert ( - multistream_dump_info["status"] == "done" - ), "Specified dump (%s) multistream status is not 'done': %s" % ( - _base_url(lang), - multistream_dump_info["status"], - ) - - for fname, info in multistream_dump_info["files"].items(): - if ".xml" not in fname: - continue - total_bytes += info["size"] - xml_urls.append(_base_url(lang) + fname) - - # Use dictionary since testing mock always returns the same result. - downloaded_files = dl_manager.download({"xml": xml_urls}) - if not pipeline.is_local(): - downloaded_files = dl_manager.ship_files_with_pipeline( - downloaded_files, pipeline - ) - - return [ - datasets.SplitGenerator( # pylint:disable=g-complex-comprehension - name=datasets.Split.TRAIN, - gen_kwargs={"filepaths": downloaded_files["xml"], "language": lang}, - ) - ] - - def _build_pcollection(self, pipeline, filepaths, language): - """Build PCollection of examples in the raw (text) form.""" - import apache_beam as beam - import mwparserfromhell - - def _extract_content(filepath): - """Extracts article content from a single WikiMedia XML file.""" - logger.info("generating examples from = %s", filepath) - with beam.io.filesystems.FileSystems.open(filepath) as f: - f = bz2.BZ2File(filename=f) - # Workaround due to: https://github.com/tensorflow/tensorflow/issues/33563 - utf_f = codecs.getreader("utf-8")(f) - context = etree.iterparse(utf_f, events=("end",)) - for unused_event, elem in context: - if not elem.tag.endswith("page"): - continue - namespace = elem.tag[:-4] - title = elem.find(f"./{namespace}title").text - ns = elem.find(f"./{namespace}ns").text - id_ = elem.find(f"./{namespace}id").text - red_ = elem.find(f"./{namespace}redirect") - - # Filter pages that are not in the "main" namespace. - if ns != "0": - elem.clear() - continue - - raw_content = elem.find( - f"./{namespace}revision/{namespace}text" - ).text - elem.clear() - - # Filter redirects. - if raw_content is None or red_ is not None: - beam.metrics.Metrics.counter( - language, "filtered-redirects" - ).inc() - continue - - beam.metrics.Metrics.counter(language, "extracted-examples").inc() - yield (id_, title, raw_content) - - def _clean_content(inputs, language): - """Cleans raw wikicode to extract text.""" - id_, title, raw_content = inputs - try: - text = _parse_and_clean_wikicode( - raw_content, parser=mwparserfromhell, language=language - ) - except mwparserfromhell.parser.ParserError as e: - beam.metrics.Metrics.counter(language, "parser-error").inc() - logger.error("mwparserfromhell ParseError: %s", e) - return - - if not text: - beam.metrics.Metrics.counter(language, "empty-clean-examples").inc() - return - - url = _construct_url(title, language) - - beam.metrics.Metrics.counter(language, "cleaned-examples").inc() - - yield id_, {"id": id_, "url": url, "title": title, "text": text} - - return ( - pipeline - | "Initialize" >> beam.Create(filepaths) - | "Extract content" >> beam.FlatMap(_extract_content) - | "Distribute" >> beam.transforms.Reshuffle() - | "Clean content" >> beam.FlatMap(_clean_content, language=language) - ) - - -def _parse_and_clean_wikicode(raw_content, parser, language): - """Strips formatting and unwanted sections from raw page content.""" - wikicode = parser.parse(raw_content) - - # Filters for magic words that are parser instructions -- e.g., __NOTOC__ - re_rm_magic = re.compile("__[A-Z]*__", flags=re.UNICODE) - - # Filters for file/image links. - media_prefixes = "|".join( - ["File", "Image", "Media"] + MEDIA_ALIASES.get(language, []) - ) - re_rm_wikilink = re.compile( - f"^(?:{media_prefixes}):", flags=re.IGNORECASE | re.UNICODE - ) - - def rm_wikilink(obj): - return bool(re_rm_wikilink.match(str(obj.title))) - - # Filters for references and tables - def rm_tag(obj): - return str(obj.tag) in {"ref", "table"} - - # Leave category links in-place but remove the category prefixes - cat_prefixes = "|".join(["Category"] + CATEGORY_ALIASES.get(language, [])) - re_clean_wikilink = re.compile( - f"^(?:{cat_prefixes}):", flags=re.IGNORECASE | re.UNICODE - ) - - def is_category(obj): - return bool(re_clean_wikilink.match(str(obj.title))) - - def clean_wikilink(obj): - text = obj.__strip__() - text = re.sub(re_clean_wikilink, "", text) - obj.text = text - - def try_replace_obj(obj): - try: - clean_wikilink(obj) - except ValueError: - # For unknown reasons, objects are sometimes not found. - pass - - def try_remove_obj(obj, section): - try: - section.remove(obj) - except ValueError: - # For unknown reasons, objects are sometimes not found. - pass - - section_text = [] - # Filter individual sections to clean. - for section in wikicode.get_sections( - flat=True, include_lead=True, include_headings=True - ): - for obj in section.ifilter_wikilinks(recursive=True): - if rm_wikilink(obj): - try_remove_obj(obj, section) - elif is_category(obj): - try_replace_obj(obj) - for obj in section.ifilter_tags(matches=rm_tag, recursive=True): - try_remove_obj(obj, section) - - section_text.append(re.sub(re_rm_magic, "", section.strip_code().strip())) - return "\n\n".join(section_text) - - -def _construct_url(title, language): - # See: https://meta.wikimedia.org/wiki/Help:URL - return f"https://{language}.wikipedia.org/wiki/{quote(title)}" diff --git a/prep/lang_def.py b/prep/lang_def.py deleted file mode 120000 index edc16b7e659d91249453178b0a6ed30fc1a514d7..0000000000000000000000000000000000000000 --- a/prep/lang_def.py +++ /dev/null @@ -1 +0,0 @@ -../lang_def.py \ No newline at end of file diff --git a/prep/media_aliases.py b/prep/media_aliases.py deleted file mode 120000 index 93e12e82bc108661b869b21c22fe644ccf0531f3..0000000000000000000000000000000000000000 --- a/prep/media_aliases.py +++ /dev/null @@ -1 +0,0 @@ -../media_aliases.py \ No newline at end of file