Datasets:
Multilinguality:
translation
Annotations Creators:
no-annotation
Source Datasets:
original
ArXiv:
Tags:
License:
# 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. | |
"""Mann Ki Baat (mkb) Corpus""" | |
import os | |
import datasets | |
_CITATION = """\ | |
@misc{siripragada2020multilingual, | |
title={A Multilingual Parallel Corpora Collection Effort for Indian Languages}, | |
author={Shashank Siripragada and Jerin Philip and Vinay P. Namboodiri and C V Jawahar}, | |
year={2020}, | |
eprint={2007.07691}, | |
archivePrefix={arXiv}, | |
primaryClass={cs.CL} | |
} | |
""" | |
_DESCRIPTION = """\ | |
The Prime Minister's speeches - Mann Ki Baat, on All India Radio, translated into many languages. | |
""" | |
_URL = "http://preon.iiit.ac.in/~jerin/resources/datasets/mkb-v0.tar" | |
_LanguagePairs = [ | |
"or-ur", | |
"ml-or", | |
"bn-ta", | |
"gu-mr", | |
"hi-or", | |
"en-or", | |
"mr-ur", | |
"en-ta", | |
"hi-ta", | |
"bn-en", | |
"bn-or", | |
"ml-ta", | |
"gu-ur", | |
"bn-ml", | |
"bn-hi", | |
"gu-te", | |
"hi-ml", | |
"or-te", | |
"en-ml", | |
"en-hi", | |
"mr-te", | |
"bn-te", | |
"gu-hi", | |
"ta-ur", | |
"te-ur", | |
"gu-ml", | |
"hi-te", | |
"en-te", | |
"ml-te", | |
"hi-ur", | |
"mr-or", | |
"en-ur", | |
"ml-ur", | |
"bn-mr", | |
"gu-ta", | |
"bn-gu", | |
"bn-ur", | |
"ml-mr", | |
"or-ta", | |
"ta-te", | |
"gu-or", | |
"en-gu", | |
"hi-mr", | |
"mr-ta", | |
"en-mr", | |
] | |
class MkbConfig(datasets.BuilderConfig): | |
"""BuilderConfig for Mkb""" | |
def __init__(self, language_pair, **kwargs): | |
super().__init__(**kwargs) | |
""" | |
Args: | |
language_pair: language pair, you want to load | |
**kwargs: keyword arguments forwarded to super. | |
""" | |
self.language_pair = language_pair | |
class Mkb(datasets.GeneratorBasedBuilder): | |
VERSION = datasets.Version("0.0.0") | |
BUILDER_CONFIG_CLASS = MkbConfig | |
BUILDER_CONFIGS = [MkbConfig(name=pair, description=_DESCRIPTION, language_pair=pair) for pair in _LanguagePairs] | |
def _info(self): | |
src_tag, tgt_tag = self.config.language_pair.split("-") | |
return datasets.DatasetInfo( | |
description=_DESCRIPTION, | |
features=datasets.Features({"translation": datasets.features.Translation(languages=(src_tag, tgt_tag))}), | |
supervised_keys=(src_tag, tgt_tag), | |
homepage="http://preon.iiit.ac.in/~jerin/resources/datasets/mkb-v0.tar", | |
citation=_CITATION, | |
) | |
def _split_generators(self, dl_manager): | |
lang_pair = self.config.language_pair | |
src_tag, tgt_tag = lang_pair.split("-") | |
dl_dir = dl_manager.download_and_extract(_URL) | |
data_dir = os.path.join(dl_dir, "mkb", lang_pair) | |
return [ | |
datasets.SplitGenerator( | |
name=datasets.Split.TRAIN, | |
gen_kwargs={ | |
"filepath": os.path.join(data_dir, f"mkb.{src_tag}"), | |
"labelpath": os.path.join(data_dir, f"mkb.{tgt_tag}"), | |
}, | |
) | |
] | |
def _generate_examples(self, filepath, labelpath): | |
"""Yields examples.""" | |
src_tag, tgt_tag = self.config.language_pair.split("-") | |
with open(filepath, encoding="utf-8") as f1, open(labelpath, encoding="utf-8") as f2: | |
src = f1.read().split("\n")[:-1] | |
tgt = f2.read().split("\n")[:-1] | |
for idx, (s, t) in enumerate(zip(src, tgt)): | |
yield idx, {"translation": {src_tag: s, tgt_tag: t}} | |