Delete xpqa.py
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xpqa.py
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import csv
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from typing import List
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import datasets
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LANGUAGES = ["ar", "de", "es", "fr", "hi", "it", "ja", "ko", "pl", "pt", "ta", "zh"]
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DATA_PATH = "test.csv"
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class XPQAConfig(datasets.BuilderConfig):
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def __init__(self, language, **kwargs):
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super().__init__(**kwargs)
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self.language = language
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class XPQA(datasets.GeneratorBasedBuilder):
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BUILDER_CONFIG_CLASS = XPQAConfig
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BUILDER_CONFIGS = [
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XPQAConfig(name=language, 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="xPQA is a large-scale annotated cross-lingual Product QA dataset.",
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features=datasets.Features(
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{
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"id": datasets.Value("string"),
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"question": datasets.Value("string"),
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"answer": datasets.Value("string"),
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}
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),
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homepage="https://github.com/amazon-science/contextual-product-qa/tree/main?tab=readme-ov-file#xpqa",
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citation="https://arxiv.org/abs/2305.09249",
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)
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def _split_generators(
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self, dl_manager: datasets.DownloadManager
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) -> List[datasets.SplitGenerator]:
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TEST, gen_kwargs={"filepath": DATA_PATH}
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),
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]
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def _generate_examples(self, filepath):
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id_ = 0
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with open(filepath, newline="") as csvfile:
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csvreader = csv.reader(csvfile, delimiter=",")
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header = next(csvreader)
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lang_pos = header.index("lang")
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answer_pos = header.index("answer")
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question_pos = header.index("question")
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label_pos = header.index("label")
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for row in csvreader:
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if row[lang_pos] == self.config.language and row[label_pos] == "2":
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answer = row[answer_pos]
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question = row[question_pos]
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if not answer or not question:
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continue
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yield id_, {"id": id_, "question": question, "answer": answer}
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id_ += 1
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