Datasets:
Delete loading script
Browse files- opus100.py +0 -271
opus100.py
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# coding=utf-8
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# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""OPUS-100"""
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import datasets
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_CITATION = """\
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@misc{zhang2020improving,
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title={Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation},
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author={Biao Zhang and Philip Williams and Ivan Titov and Rico Sennrich},
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year={2020},
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eprint={2004.11867},
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archivePrefix={arXiv},
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primaryClass={cs.CL}
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}
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"""
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_DESCRIPTION = """\
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OPUS-100 is English-centric, meaning that all training pairs include English on either the source or target side.
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The corpus covers 100 languages (including English).OPUS-100 contains approximately 55M sentence pairs.
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Of the 99 language pairs, 44 have 1M sentence pairs of training data, 73 have at least 100k, and 95 have at least 10k.
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"""
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_URL = {
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"supervised": "https://object.pouta.csc.fi/OPUS-100/v1.0/opus-100-corpus-{}-v1.0.tar.gz",
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"zero-shot": "https://object.pouta.csc.fi/OPUS-100/v1.0/opus-100-corpus-zeroshot-v1.0.tar.gz",
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}
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_SupervisedLanguagePairs = [
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"af-en",
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"am-en",
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"an-en",
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"ar-en",
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"as-en",
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"az-en",
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"be-en",
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"bg-en",
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"bn-en",
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"br-en",
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"bs-en",
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"ca-en",
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"cs-en",
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"cy-en",
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"da-en",
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"de-en",
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"dz-en",
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"el-en",
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"en-eo",
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"en-es",
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"en-et",
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"en-eu",
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"en-fa",
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"en-fi",
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"en-fr",
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"en-fy",
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"en-ga",
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"en-gd",
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"en-gl",
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"en-gu",
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"en-ha",
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"en-he",
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"en-hi",
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"en-hr",
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"en-hu",
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"en-hy",
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"en-id",
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"en-ig",
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"en-is",
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"en-it",
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"en-ja",
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"en-ka",
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"en-kk",
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"en-km",
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"en-ko",
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"en-kn",
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"en-ku",
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"en-ky",
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"en-li",
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"en-lt",
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"en-lv",
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"en-mg",
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"en-mk",
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"en-ml",
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"en-mn",
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"en-mr",
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"en-ms",
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"en-mt",
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"en-my",
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"en-nb",
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"en-ne",
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"en-nl",
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"en-nn",
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"en-no",
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"en-oc",
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"en-or",
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"en-pa",
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"en-pl",
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"en-ps",
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"en-pt",
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"en-ro",
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"en-ru",
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"en-rw",
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"en-se",
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"en-sh",
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"en-si",
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"en-sk",
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"en-sl",
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"en-sq",
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"en-sr",
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"en-sv",
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"en-ta",
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"en-te",
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"en-tg",
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"en-th",
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"en-tk",
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"en-tr",
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"en-tt",
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"en-ug",
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"en-uk",
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"en-ur",
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"en-uz",
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"en-vi",
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"en-wa",
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"en-xh",
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"en-yi",
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"en-yo",
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"en-zh",
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"en-zu",
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]
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_0shotLanguagePairs = [
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"ar-de",
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"ar-fr",
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"ar-nl",
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"ar-ru",
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"ar-zh",
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"de-fr",
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"de-nl",
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"de-ru",
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"de-zh",
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"fr-nl",
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"fr-ru",
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"fr-zh",
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"nl-ru",
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"nl-zh",
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"ru-zh",
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]
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class Opus100Config(datasets.BuilderConfig):
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"""BuilderConfig for Opus100"""
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def __init__(self, language_pair, **kwargs):
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super().__init__(**kwargs)
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"""
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Args:
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language_pair: language pair, you want to load
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**kwargs: keyword arguments forwarded to super.
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"""
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self.language_pair = language_pair
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class Opus100(datasets.GeneratorBasedBuilder):
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"""OPUS-100 is English-centric, meaning that all training pairs include English on either the source or target side."""
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VERSION = datasets.Version("1.0.0")
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BUILDER_CONFIG_CLASS = Opus100Config
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BUILDER_CONFIGS = [
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Opus100Config(name=pair, description=_DESCRIPTION, language_pair=pair)
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for pair in _SupervisedLanguagePairs + _0shotLanguagePairs
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]
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def _info(self):
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src_tag, tgt_tag = self.config.language_pair.split("-")
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=datasets.Features({"translation": datasets.features.Translation(languages=(src_tag, tgt_tag))}),
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supervised_keys=(src_tag, tgt_tag),
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homepage="http://opus.nlpl.eu/opus-100.php",
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citation=_CITATION,
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)
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def _split_generators(self, dl_manager):
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lang_pair = self.config.language_pair
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src_tag, tgt_tag = lang_pair.split("-")
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domain = "supervised"
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if lang_pair in _0shotLanguagePairs:
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domain = "zero-shot"
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if domain == "supervised":
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archive = dl_manager.download(_URL["supervised"].format(lang_pair))
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elif domain == "zero-shot":
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archive = dl_manager.download(_URL["zero-shot"])
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data_dir = "/".join(["opus-100-corpus", "v1.0", domain, lang_pair])
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output = []
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test = datasets.SplitGenerator(
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name=datasets.Split.TEST,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath": f"{data_dir}/opus.{lang_pair}-test.{src_tag}",
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"labelpath": f"{data_dir}/opus.{lang_pair}-test.{tgt_tag}",
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"files": dl_manager.iter_archive(archive),
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},
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)
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available_files = [path for path, _ in dl_manager.iter_archive(archive)]
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if f"{data_dir}/opus.{lang_pair}-test.{src_tag}" in available_files:
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output.append(test)
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if domain == "supervised":
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train = datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={
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"filepath": f"{data_dir}/opus.{lang_pair}-train.{src_tag}",
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"labelpath": f"{data_dir}/opus.{lang_pair}-train.{tgt_tag}",
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"files": dl_manager.iter_archive(archive),
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},
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)
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if f"{data_dir}/opus.{lang_pair}-train.{src_tag}" in available_files:
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output.append(train)
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valid = datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"filepath": f"{data_dir}/opus.{lang_pair}-dev.{src_tag}",
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"labelpath": f"{data_dir}/opus.{lang_pair}-dev.{tgt_tag}",
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"files": dl_manager.iter_archive(archive),
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},
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)
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if f"{data_dir}/opus.{lang_pair}-dev.{src_tag}" in available_files:
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output.append(valid)
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return output
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def _generate_examples(self, filepath, labelpath, files):
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"""Yields examples."""
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src_tag, tgt_tag = self.config.language_pair.split("-")
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src, tgt = None, None
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for path, f in files:
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if path == filepath:
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src = f.read().decode("utf-8").split("\n")[:-1]
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elif path == labelpath:
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tgt = f.read().decode("utf-8").split("\n")[:-1]
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if src is not None and tgt is not None:
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for idx, (s, t) in enumerate(zip(src, tgt)):
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yield idx, {"translation": {src_tag: s, tgt_tag: t}}
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break
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