diff --git a/enwiki-yearly-cleaned.py b/enwiki-yearly-cleaned.py new file mode 100644 index 0000000000000000000000000000000000000000..84e7b2b1bb1fea7c19910c2aaddbd1687a02bccb --- /dev/null +++ b/enwiki-yearly-cleaned.py @@ -0,0 +1,139 @@ +# coding=utf-8 +# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor. +# +# 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. +"""Cleaned and split version of the English Wikipedia.""" + + +import json +import gzip +import textwrap +import datasets +import random +from itertools import zip_longest + +logger = datasets.logging.get_logger(__name__) + +_CITATION = """ +""" + +_DESCRIPTION = """\ + +""" + +_HOMEPAGE = "" + +_LICENSE = "" + +_DATA_URL = "https://huggingface.co/datasets/pdelobelle/enwiki-yearly-cleaned/resolve/main/enwiki-yearly-cleaned/{split}/enwiki{index}-{split}.json.gz" + +_CONFIG_NAMES = ["tiny", "small", "medium", "large", "full"] + +_CONFIGS = dict( + tiny={"train": 2, "validation": 1, "estimate": "0.1GB"}, + small={"train": 100, "validation": 2, "estimate": "4GB"}, + medium={"train": 750, "validation": 2, "estimate": "30GB"}, + large={"train": 1500, "validation": 3, "estimate": "59GB"}, + full={"train": 3497, "validation": 4, "estimate": "137GB"}, +) + +class Wikipedia(datasets.GeneratorBasedBuilder): + """Cleaned and split version of the English Wikipedia.""" + + BUILDER_CONFIGS = [ + datasets.BuilderConfig( + name=name, + version=datasets.Version("1.0.0"), + description=textwrap.dedent( + f"""\ + A {name} version of the English Wikipedia. + Estimated size of compressed files: {_CONFIGS[name]['estimate']} + """ + ), + ) + for name in _CONFIG_NAMES + ] + + + def _info(self): + return datasets.DatasetInfo( + description=_DESCRIPTION, + features=datasets.Features( + { + "text": datasets.Value("string"), + "timestamp": datasets.Value("string"), + "url": datasets.Value("string"), + } + ), + supervised_keys=None, + homepage=_HOMEPAGE, + license=_LICENSE, + citation=_CITATION, + ) + + def _split_generators(self, dl_manager): + data_urls = {} + config = _CONFIGS[self.config.name] + for split in ["train", "validation"]: + start_file = config.get("start", 0) if split == "train" else 0 + num_files = config.get(split) + + data_urls[split] = [] + for index in range(start_file, start_file + num_files): + data_urls[split].append( + _DATA_URL.format( + split=split, + index=index, + n_shards=4 if split == "validation" else 1024, + ) + ) + + # Shuffle data in streaming mode, so restarts will not always start with the same data + if dl_manager.is_streaming: + random.shuffle(data_urls["train"]) + train_downloaded_files = dl_manager.download(data_urls["train"]) + validation_downloaded_files = dl_manager.download(data_urls["validation"]) + return [ + datasets.SplitGenerator( + name=datasets.Split.TRAIN, + gen_kwargs={"filepaths": train_downloaded_files}, + ), + datasets.SplitGenerator( + name=datasets.Split.VALIDATION, + gen_kwargs={"filepaths": validation_downloaded_files}, + ), + ] + + @staticmethod + def grouper(iterable, n, fillvalue=None): + """Collect data into fixed-length chunks or blocks""" + # grouper('ABCDEFG', 3, 'x') --> ABC DEF Gxx" + args = [iter(iterable)] * n + return zip_longest(*args, fillvalue=fillvalue) + + @staticmethod + def gzip_open(filepath): + if filepath: + return gzip.open(open(filepath, "rb"), "rt", encoding="utf-8") + + def _generate_examples(self, filepaths): + """This function returns the examples in the raw (text) form by iterating on all the files.""" + id_ = 0 + for files in self.grouper(filepaths, 2, None): + logger.info(f"Generating examples from {files}") + gzip_iters = [self.gzip_open(file) for file in files if file is not None] + for lines in zip(*gzip_iters): + for line in lines: + example = json.loads(line) + yield id_, example + id_ += 1 \ No newline at end of file diff --git a/enwiki-yearly-cleaned/train/enwiki_0_train.jsonl.gz b/enwiki-yearly-cleaned/train/enwiki_0_train.jsonl.gz new file mode 100644 index 0000000000000000000000000000000000000000..a27ef4aefc33709caa48f0652317e7a427a2da2b --- /dev/null +++ b/enwiki-yearly-cleaned/train/enwiki_0_train.jsonl.gz @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2edc017fb958920c4287b8618b1ba5c350e40c19be3613ca1a56685961f54b3c +size 65942284 diff --git a/enwiki-yearly-cleaned/train/enwiki_1000_train.jsonl.gz b/enwiki-yearly-cleaned/train/enwiki_1000_train.jsonl.gz new file mode 100644 index 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