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  1. opus_paracrawl.py +0 -155
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- # coding=utf-8
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- # Copyright 2020 HuggingFace Datasets Authors.
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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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-
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- # Lint as: python3
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- import os
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-
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- import datasets
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-
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-
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- _DESCRIPTION = """\
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- Parallel corpora from Web Crawls collected in the ParaCrawl project.
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-
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- 42 languages, 43 bitexts
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- total number of files: 59,996
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- total number of tokens: 56.11G
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- total number of sentence fragments: 3.13G
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- """
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- _HOMEPAGE = "http://opus.nlpl.eu/ParaCrawl.php"
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- _CITATION = r"""\
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- @inproceedings{banon-etal-2020-paracrawl,
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- title = "{P}ara{C}rawl: Web-Scale Acquisition of Parallel Corpora",
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- author = "Ba{\~n}{\'o}n, Marta and
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- Chen, Pinzhen and
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- Haddow, Barry and
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- Heafield, Kenneth and
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- Hoang, Hieu and
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- Espl{\`a}-Gomis, Miquel and
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- Forcada, Mikel L. and
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- Kamran, Amir and
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- Kirefu, Faheem and
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- Koehn, Philipp and
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- Ortiz Rojas, Sergio and
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- Pla Sempere, Leopoldo and
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- Ram{\'\i}rez-S{\'a}nchez, Gema and
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- Sarr{\'\i}as, Elsa and
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- Strelec, Marek and
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- Thompson, Brian and
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- Waites, William and
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- Wiggins, Dion and
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- Zaragoza, Jaume",
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- booktitle = "Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics",
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- month = jul,
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- year = "2020",
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- address = "Online",
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- publisher = "Association for Computational Linguistics",
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- url = "https://aclanthology.org/2020.acl-main.417",
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- doi = "10.18653/v1/2020.acl-main.417",
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- pages = "4555--4567",
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- }
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- @InProceedings{TIEDEMANN12.463,
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- author = {Jörg Tiedemann},
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- title = {Parallel Data, Tools and Interfaces in OPUS},
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- booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)},
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- year = {2012},
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- month = {may},
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- date = {23-25},
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- address = {Istanbul, Turkey},
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- editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Uğur Doğan and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis},
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- publisher = {European Language Resources Association (ELRA)},
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- isbn = {978-2-9517408-7-7},
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- language = {english}
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- }
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- """
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-
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- _VERSION = "9.0.0"
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- _BASE_NAME = "ParaCrawl.{}.{}"
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- _BASE_URL = "https://object.pouta.csc.fi/OPUS-ParaCrawl/v9/moses/{}-{}.txt.zip"
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- # Please note that only few pairs are shown here. You can use config to generate data for all language pairs
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- _LANGUAGE_PAIRS = [
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- ("el", "en"),
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- ("en", "km"),
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- ("en", "so"),
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- ("de", "pl"),
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- ("fr", "nl"),
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- ("en", "sw"),
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- ("en", "tl"),
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- ("es", "gl"),
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- ]
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-
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-
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- class ParaCrawlConfig(datasets.BuilderConfig):
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- def __init__(self, *args, lang1=None, lang2=None, **kwargs):
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- super().__init__(
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- *args,
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- name=f"{lang1}-{lang2}",
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- **kwargs,
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- )
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- assert lang1 != lang2, "'language 1' & 'language 2' should be different from each other"
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- self.lang1 = lang1
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- self.lang2 = lang2
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-
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-
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- class OpusParaCrawl(datasets.GeneratorBasedBuilder):
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- BUILDER_CONFIGS = [
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- ParaCrawlConfig(
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- lang1=lang1,
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- lang2=lang2,
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- description=f"Translating {lang1} to {lang2} or vice versa",
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- version=datasets.Version(_VERSION),
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- )
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- for lang1, lang2 in _LANGUAGE_PAIRS
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- ]
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- BUILDER_CONFIG_CLASS = ParaCrawlConfig
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-
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- def _info(self):
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- return datasets.DatasetInfo(
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- description=_DESCRIPTION,
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- features=datasets.Features(
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- {
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- "id": datasets.Value("string"),
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- "translation": datasets.Translation(languages=(self.config.lang1, self.config.lang2)),
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- },
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- ),
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- supervised_keys=None,
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- homepage=_HOMEPAGE,
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- citation=_CITATION,
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- )
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-
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- def _split_generators(self, dl_manager):
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- download_url = _BASE_URL.format(self.config.lang1, self.config.lang2)
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- path = dl_manager.download_and_extract(download_url)
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- return [
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- datasets.SplitGenerator(
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- name=datasets.Split.TRAIN,
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- gen_kwargs={"datapath": path},
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- )
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- ]
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-
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- def _generate_examples(self, datapath):
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- lang1, lang2 = self.config.lang1, self.config.lang2
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- folder = lang1 + "-" + lang2
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- lang1_filename = _BASE_NAME.format(folder, lang1)
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- lang2_filename = _BASE_NAME.format(folder, lang2)
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- lang1_path = os.path.join(datapath, lang1_filename)
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- lang2_path = os.path.join(datapath, lang2_filename)
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- with open(lang1_path, encoding="utf-8") as f1, open(lang2_path, encoding="utf-8") as f2:
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- for id_, (lang1_sentence, lang2_sentence) in enumerate(zip(f1, f2)):
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- lang1_sentence = lang1_sentence.strip()
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- lang2_sentence = lang2_sentence.strip()
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- yield id_, {
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- "id": str(id_),
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- "translation": {lang1: lang1_sentence, lang2: lang2_sentence},
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- }