SaylorTwift HF Staff commited on
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1 Parent(s): abc5831

Delete loading script

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  1. squad_es.py +0 -151
squad_es.py DELETED
@@ -1,151 +0,0 @@
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- """TODO(squad_es): Add a description here."""
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-
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-
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- import json
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-
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- import datasets
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-
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-
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- # TODO(squad_es): BibTeX citation
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- _CITATION = """\
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- @article{2016arXiv160605250R,
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- author = {Casimiro Pio , Carrino and Marta R. , Costa-jussa and Jose A. R. , Fonollosa},
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- title = "{Automatic Spanish Translation of the SQuAD Dataset for Multilingual
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- Question Answering}",
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- journal = {arXiv e-prints},
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- year = 2019,
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- eid = {arXiv:1912.05200v1},
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- pages = {arXiv:1912.05200v1},
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- archivePrefix = {arXiv},
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- eprint = {1912.05200v2},
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- }
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- """
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-
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- # TODO(squad_es_v1):
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- _DESCRIPTION = """\
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- automatic translation of the Stanford Question Answering Dataset (SQuAD) v2 into Spanish
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- """
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-
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- _URL = "https://raw.githubusercontent.com/ccasimiro88/TranslateAlignRetrieve/master/"
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- _URLS_V1 = {
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- "train": _URL + "SQuAD-es-v1.1/train-v1.1-es.json",
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- "dev": _URL + "SQuAD-es-v1.1/dev-v1.1-es.json",
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- }
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- _URLS_V2 = {
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- "train": _URL + "SQuAD-es-v2.0/train-v2.0-es.json",
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- "dev": _URL + "SQuAD-es-v2.0/dev-v2.0-es.json",
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- }
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-
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-
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- class SquadEsConfig(datasets.BuilderConfig):
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- """BuilderConfig for SQUADEsV2."""
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-
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- def __init__(self, **kwargs):
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- """BuilderConfig for SQUADEsV2.
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-
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- Args:
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- **kwargs: keyword arguments forwarded to super.
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- """
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- super(SquadEsConfig, self).__init__(**kwargs)
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-
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-
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- class SquadEs(datasets.GeneratorBasedBuilder):
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- """TODO(squad_es): Short description of my dataset."""
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-
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- # TODO(squad_es): Set up version.
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- VERSION = datasets.Version("0.1.0")
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-
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- BUILDER_CONFIGS = [
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- SquadEsConfig(
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- name="v1.1.0",
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- version=datasets.Version("1.1.0", ""),
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- description="Plain text Spanish squad version 1",
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- ),
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- SquadEsConfig(
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- name="v2.0.0",
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- version=datasets.Version("2.0.0", ""),
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- description="Plain text Spanish squad version 2",
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- ),
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- ]
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-
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- def _info(self):
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- # TODO(squad_es): Specifies the datasets.DatasetInfo object
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- return datasets.DatasetInfo(
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- # This is the description that will appear on the datasets page.
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- description=_DESCRIPTION,
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- # datasets.features.FeatureConnectors
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- features=datasets.Features(
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- {
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- # These are the features of your dataset like images, labels ...
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- "id": datasets.Value("string"),
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- "title": datasets.Value("string"),
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- "context": datasets.Value("string"),
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- "question": datasets.Value("string"),
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- "answers": datasets.features.Sequence(
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- {
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- "text": datasets.Value("string"),
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- "answer_start": datasets.Value("int32"),
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- }
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- ),
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- }
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- ),
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- # If there's a common (input, target) tuple from the features,
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- # specify them here. They'll be used if as_supervised=True in
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- # builder.as_dataset.
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- supervised_keys=None,
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- # Homepage of the dataset for documentation
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- homepage="https://github.com/ccasimiro88/TranslateAlignRetrieve",
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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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- """Returns SplitGenerators."""
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- # TODO(squad_es): Downloads the data and defines the splits
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- # dl_manager is a datasets.download.DownloadManager that can be used to
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-
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- # download and extract URLs
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- if self.config.name == "v1.1.0":
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- dl_dir = dl_manager.download_and_extract(_URLS_V1)
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- elif self.config.name == "v2.0.0":
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- dl_dir = dl_manager.download_and_extract(_URLS_V2)
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- else:
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- raise Exception("version does not match any existing one")
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- return [
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- datasets.SplitGenerator(
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- name=datasets.Split.TRAIN,
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- # These kwargs will be passed to _generate_examples
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- gen_kwargs={"filepath": dl_dir["train"]},
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- ),
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- 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={"filepath": dl_dir["dev"]},
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- ),
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- ]
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-
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- def _generate_examples(self, filepath):
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- """Yields examples."""
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- # TODO(squad_es): Yields (key, example) tuples from the dataset
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- with open(filepath, encoding="utf-8") as f:
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- data = json.load(f)
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- for example in data["data"]:
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- title = example.get("title", "").strip()
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- for paragraph in example["paragraphs"]:
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- context = paragraph["context"].strip()
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- for qa in paragraph["qas"]:
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- question = qa["question"].strip()
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- id_ = qa["id"]
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-
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- answer_starts = [answer["answer_start"] for answer in qa["answers"]]
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- answers = [answer["text"].strip() for answer in qa["answers"]]
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-
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- yield id_, {
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- "title": title,
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- "context": context,
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- "question": question,
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- "id": id_,
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- "answers": {
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- "answer_start": answer_starts,
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- "text": answers,
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- },
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- }