ryzzlestrizzle
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0124852
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87310a1
Delete multi-wiki-clustering-p2p.py
Browse files- multi-wiki-clustering-p2p.py +0 -88
multi-wiki-clustering-p2p.py
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import gzip
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import json
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from collections.abc import Generator
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import datasets
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_LANGUAGES = {
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"da": "Danish",
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"lv": "Latvian",
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"sq": "Albanian",
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"gv": "Manx",
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}
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_ALL_LANGUAGES = "all_languages"
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_DOWNLOAD_URL = "{lang}/{split}.jsonl.gz"
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_VERSION = "1.0.0"
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_DESCRIPTION = """
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A dataset of wikipedia paragraphs and corresponding top-level categories for multilingual clustering.
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"""
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class WikiClusteringP2PConfig(datasets.BuilderConfig):
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"""BuilderConfig for AmazonReviewsMultiConfig."""
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def __init__(self, languages: dict[str, str] | None = None, **kwargs): # noqa: ANN003
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super().__init__(version=datasets.Version(_VERSION, ""), **kwargs)
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self.languages = languages
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class WikiClusteringP2P(datasets.GeneratorBasedBuilder):
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"""Wikipedia Clustering"""
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BUILDER_CONFIGS = [
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WikiClusteringP2PConfig(
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name=_ALL_LANGUAGES,
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languages=_LANGUAGES,
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description="A collection of wikipedia paragraphs and category labels to aid in multilingual clustering evaluation.",
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),
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] + [
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WikiClusteringP2PConfig(
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name=lang,
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languages=[lang],
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description=f"{_LANGUAGES[lang]} articles/labels for wikipedia articles",
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)
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for lang in _LANGUAGES
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]
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BUILDER_CONFIG_CLASS = WikiClusteringP2PConfig
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DEFAULT_CONFIG_NAME = _ALL_LANGUAGES
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def _info(self) -> datasets.DatasetInfo:
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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supervised_keys=None,
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)
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def _split_generators(
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self,
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dl_manager: datasets.DownloadManager,
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) -> list[datasets.SplitGenerator]:
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test_urls = [
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_DOWNLOAD_URL.format(split="test", lang=lang)
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for lang in self.config.languages
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]
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test_paths = dl_manager.download_and_extract(test_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={"file_paths": []},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={"file_paths": []},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={"file_paths": test_paths},
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),
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]
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def _generate_examples(self, file_paths: list[str]) -> Generator[tuple[int, dict]]:
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row_count = 0
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for file_path in file_paths:
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with gzip.open(file_path, "rt", encoding="utf-8") as f:
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for line in f:
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yield row_count, json.loads(line)
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row_count += 1
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