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0000000000000000000000000000000000000000..cadcbaaac3e88267c14d15f62b2903c485dc0471 --- /dev/null +++ b/kopi.py @@ -0,0 +1,143 @@ +# 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 Indonesian split of the KoPI corpus.""" +import json +import glob +import gzip +import textwrap +import datasets +import zstandard as zstd +logger = datasets.logging.get_logger(__name__) + +_CITATION = """ + +""" +_DESCRIPTION = """\ + +""" +_HOMEPAGE = "https://huggingface.co/datasets/munggok/KoPI" +_LICENSE = "CC0" +_BASE_URL = { + "train":"https://huggingface.co/datasets/munggok/KoPI/resolve/main/data/kopi-{index:012d}.json.zst", + "val":"https://huggingface.co/datasets/munggok/KoPI/resolve/main/data/kopi-val-{index:012d}.json.zst" + +} +_CONFIGS = { + "tiny": {"train": 10, "validation": 1}, + "small": {"train": 30, "validation": 2}, + "medium": {"train": 55, "validation": 2}, + "large": {"train": 75, "validation": 3}, + "full": {"train": 107, "validation": 4} +} +class KoPIConfig(datasets.BuilderConfig): + """BuilderConfig for the Clean KoPI corpus.""" + def __init__(self, **kwargs): + """BuilderConfig for Clean KoPI corpus. + Args: + **kwargs: keyword arguments forwarded to super. + """ + super().__init__(**kwargs) +class KoPI(datasets.GeneratorBasedBuilder): + """KoPI corpus.""" + BUILDER_CONFIGS = [ + KoPIConfig( + name="tiny", + version=datasets.Version("1.0.0"), + description=textwrap.dedent( + f"""\ + Tiny version only using 10 shard + """ + ) + ), + KoPIConfig( + name="small", + version=datasets.Version("1.0.0"), + description=textwrap.dedent( + f"""\ + small version only using 30 shard + """ + ) + ), + KoPIConfig( + name="medium", + version=datasets.Version("1.0.0"), + description=textwrap.dedent( + f"""\ + medion version only using 50 shard + """ + ) + ), + KoPIConfig( + name="large", + version=datasets.Version("1.0.0"), + description=textwrap.dedent( + f"""\ + large version only using 75 shard + """ + ) + ), + KoPIConfig( + name="full", + version=datasets.Version("1.0.0"), + description=textwrap.dedent( + f"""\ + The full cleaned version of KoPI corpus. + Estimated size of compressed files: 53GB + """ + ) + ) + ] + def _info(self): + return datasets.DatasetInfo( + description=_DESCRIPTION, + features=datasets.Features( + { + "text": datasets.Value("string"), + "url": datasets.Value("string"), + "timestamp": datasets.Value("string"), + "meta": datasets.Value("string"), + } + ), + supervised_keys=None, + homepage=_HOMEPAGE, + license=_LICENSE, + citation=_CITATION, + ) + def _split_generators(self, dl_manager): + train = [_BASE_URL["train"].format(index=k + 1) for k in range(107)][0:_CONFIGS[self.config.name]['train']] + validation = [_BASE_URL["val"].format(index=k + 108) for k in range(4)][0:_CONFIGS[self.config.name]['validation']] + train_downloaded_files = dl_manager.download(train) + validation_downloaded_files = dl_manager.download(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} + ), + ] + def _generate_examples(self, filepaths): + """This function returns the examples in the raw (text) form by iterating on all the files.""" + id_ = 0 + for filepath in filepaths: + logger.info(f"Generating examples from {filepath}") + with zstd.open(open(filepath, "rb"), "rt", encoding="utf-8") as f: + for line in f: + if line: + example = json.loads(line) + if example.get('meta') is not None: + yield id_, {'text':example['text'],'url':example['url'],'timestamp':example['timestamp'],'meta': example['meta']} + id_ += 1 + else: + yield id_, {'text':example['text'],'url':example['url'],'timestamp':example['timestamp'],'meta': "None"} + id_ += 1