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  1. samanantar.py +0 -94
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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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- """Samanantar dataset."""
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-
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- from pathlib import Path
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-
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- import datasets
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-
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-
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- _CITATION = """\
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- @misc{ramesh2021samanantar,
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- title={Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages},
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- author={Gowtham Ramesh and Sumanth Doddapaneni and Aravinth Bheemaraj and Mayank Jobanputra and Raghavan AK and Ajitesh Sharma and Sujit Sahoo and Harshita Diddee and Mahalakshmi J and Divyanshu Kakwani and Navneet Kumar and Aswin Pradeep and Srihari Nagaraj and Kumar Deepak and Vivek Raghavan and Anoop Kunchukuttan and Pratyush Kumar and Mitesh Shantadevi Khapra},
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- year={2021},
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- eprint={2104.05596},
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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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-
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- _DESCRIPTION = """\
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- Samanantar is the largest publicly available parallel corpora collection for Indic languages: Assamese, Bengali, Gujarati, Hindi, Kannada, Malayalam, Marathi, Oriya, Punjabi, Tamil, Telugu. The corpus has 49.6M sentence pairs between English to Indian Languages.
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- """
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-
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- _HOMEPAGE = "https://indicnlp.ai4bharat.org/samanantar/"
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-
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- _LICENSE = "Creative Commons Attribution-NonCommercial 4.0 International"
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-
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- _URLS = {
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- "0.3.0": "https://objectstore.e2enetworks.net/ai4b-public-nlu-nlg/samanantar_paper_version.zip",
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- }
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- _LANGUAGES = ["as", "bn", "gu", "hi", "kn", "ml", "mr", "or", "pa", "ta", "te"]
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-
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-
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- class SamanantarConfig(datasets.BuilderConfig):
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- VERSION = datasets.Version("0.3.0")
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-
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- def __init__(self, language=None, version=VERSION, **kwargs):
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- super().__init__(name=language, version=version, **kwargs)
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- self.language = language
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-
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-
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- class Samanantar(datasets.GeneratorBasedBuilder):
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- """Samanantar dataset."""
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-
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- BUILDER_CONFIG_CLASS = SamanantarConfig
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- BUILDER_CONFIGS = [SamanantarConfig(language=language) for language in _LANGUAGES]
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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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- "idx": datasets.Value("int64"),
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- "src": datasets.Value("string"),
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- "tgt": datasets.Value("string"),
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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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- license=_LICENSE,
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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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- urls = _URLS[str(self.config.version)]
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- data_dir = dl_manager.download_and_extract(urls)
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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={
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- "data_dir": (Path(data_dir) / "samanantar_paper_version" / f"en-{self.config.language}"),
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- },
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- ),
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- ]
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-
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- def _generate_examples(self, data_dir):
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- src_path = data_dir / "train.en"
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- tgt_path = data_dir / f"train.{self.config.language}"
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- with src_path.open(encoding="utf-8") as src_file, tgt_path.open(encoding="utf-8") as tgt_file:
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- for idx, (src_line, tgt_line) in enumerate(zip(src_file, tgt_file)):
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- yield idx, {"idx": idx, "src": src_line.strip(), "tgt": tgt_line.strip()}