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  1. bayelemabaga.py +0 -131
bayelemabaga.py DELETED
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- """ RobotsMaliAI: Bayelemaba """
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-
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- import datasets
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-
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- _CITATION = """\
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- @misc{bayelemabagamldataset2022
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- title={Machine Learning Dataset Development for Manding Languages},
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- author={
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- Valentin Vydrin and
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- Christopher Homan and
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- Michael Leventhal and
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- Allashera Auguste Tapo and
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- Marco Zampieri and
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- Jean-Jacques Meric and
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- Kirill Maslinsky and
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- Andrij Rovenchak and
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- Sebastien Diarra
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-
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- },
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- howpublished = {url{https://github.com/robotsmali-ai/datasets}},
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- year={2022}
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- }
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- """
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-
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- _DESCRIPTION = """\
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- The Bayelemabaga dataset is a collection of 44160 aligned machine translation ready Bambara-French lines,
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- originating from Corpus Bambara de Reference. The dataset is constitued of text extracted from 231 source files,
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- varing from periodicals, books, short stories, blog posts, part of the Bible and the Quran.
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- """
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-
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- _URL = {
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- "parallel": "https://robotsmali-ai.github.io/datasets/bayelemabaga.tar.gz"
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- }
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-
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- _LanguagePairs = [
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- "bam-fr", "fr-bam"]
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-
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- class BayelemabagaConfig(datasets.BuilderConfig):
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- """ BuilderConfig for Bayelemabaga """
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-
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- def __init__(self, language_pair, **kwargs) -> None:
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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: -> Super()
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- """
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- super().__init__(**kwargs)
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-
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- self.language_pair = language_pair
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-
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- class Bayelemabaga(datasets.GeneratorBasedBuilder):
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- """ Bi-Lingual Bam, Fr text made for Machine Translation """
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-
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- VERSION = datasets.Version("1.0.0")
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- BUILDER_CONFIG_CLASS = BayelemabagaConfig
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-
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- BUILDER_CONFIGS = [
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- BayelemabagaConfig(name="bam-fr", description=_DESCRIPTION, language_pair="bam-fr"),
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- BayelemabagaConfig(name="fr-bam", description=_DESCRIPTION, language_pair="fr-bam")
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- ]
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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="https://robotsmali-ai.github.io/datasets",
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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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- lang_pair = self.config.language_pair
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- src_tag, tgt_tag = lang_pair.split("-")
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-
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- archive = dl_manager.download(_URL["parallel"])
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-
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- train_dir = "bayelemabaga/train"
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- valid_dir = "bayelemabaga/valid"
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- test_dir = "bayelemabaga/test"
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-
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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"{train_dir}/train.{src_tag}",
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- "labelpath": f"{train_dir}/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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-
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- valid = datasets.SplitGenerator(
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- name=datasets.Split.VALIDATION,
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- gen_kwargs = {
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- "filepath": f"{valid_dir}/dev.{src_tag}",
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- "labelpath": f"{valid_dir}/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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-
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- test = datasets.SplitGenerator(
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- name=datasets.Split.TEST,
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- gen_kwargs = {
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- "filepath": f"{test_dir}/test.{src_tag}",
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- "labelpath": f"{test_dir}/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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-
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- output = []
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-
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- output.append(train)
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- output.append(valid)
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- output.append(test)
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-
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- return output
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-
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- def _generate_examples(self, filepath, labelpath, files):
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- """ Yield 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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-
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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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-
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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