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filter=lfs diff=lfs merge=lfs -text +data/en_contracts_train_5.jsonl.xz filter=lfs diff=lfs merge=lfs -text +data/en_caselaw_train_6.jsonl.xz filter=lfs diff=lfs merge=lfs -text +data/fr_caselaw_train_1.jsonl.xz filter=lfs diff=lfs merge=lfs -text +data/fr_other_train_2.jsonl.xz filter=lfs diff=lfs merge=lfs -text +data/hu_other_validation_1.jsonl.xz filter=lfs diff=lfs merge=lfs -text +data/nl_caselaw_train_1.jsonl.xz filter=lfs diff=lfs merge=lfs -text +data/et_legislation_validation_1.jsonl.xz filter=lfs diff=lfs merge=lfs -text diff --git a/MultiLegalPile_Chunks_4000.py b/MultiLegalPile_Chunks_4000.py new file mode 100644 index 0000000000000000000000000000000000000000..0f33ac7859f30614bc21266c7293ddd4e56e8f0e --- /dev/null +++ b/MultiLegalPile_Chunks_4000.py @@ -0,0 +1,121 @@ +"""MultiLegalPile Chunks 4000""" + +import json + +import datasets +from huggingface_hub.file_download import hf_hub_url + +try: + import lzma as xz +except ImportError: + import pylzma as xz + +datasets.logging.set_verbosity_info() +logger = datasets.logging.get_logger(__name__) + +_CITATION = """ +""" + +_DESCRIPTION = """ +A chunked version of the MultiLegalPile dataset. +""" + +_URL = "https://huggingface.co/datasets/joelito/MultiLegalPile_Chunks_4000" + +_LANGUAGES = ["bg", "cs", "da", "de", "el", "en", "es", "et", "fi", "fr", "ga", "hr", + "hu", "it", "lt", "lv", "mt", "nl", "pl", "pt", "ro", "sk", "sl", "sv"] + +_TYPES = ["caselaw", "contracts", "legislation", "other"] + +_JURISDICTIONS = ["Austria", "Belgium", "Bulgaria", "Croatia", "Czechia", "Denmark", "Estonia", "Finland", + "France", "Germany", "Greece", "Hungary", "Ireland", "Italy", "Latvia", "Lithuania", "Luxembourg", + "Malta", "Netherlands", "Poland", "Portugal", "Romania", "Slovakia", "Slovenia", "Spain", "Sweden", + "EU", "Switzerland", "UK", "US", "Canada", "N/A"] + +# IMPORTANT: Increase this once larger datasets are available (en_caselaw has 17 at the moment) +_HIGHEST_NUMBER_OF_SHARDS = 17 + + +class MultiLegalPileChunks4000Config(datasets.BuilderConfig): + """BuilderConfig for MultiLegalPileChunks4000.""" + + def __init__(self, name: str, **kwargs): + """BuilderConfig for MultiLegalPileChunks4000. + Args: + name: combination of language and type with _ + language: One of bg,cs,da,de,el,en,es,et,fi,fr,ga,hr,hu,it,lt,lv,mt,nl,pl,pt,ro,sk,sl,sv or all + type: One of caselaw,contracts,legislation,other or all + **kwargs: keyword arguments forwarded to super. + """ + super(MultiLegalPileChunks4000Config, self).__init__(**kwargs) + self.name = name + self.language = name.split("_")[0] + self.type = name.split("_")[1] + + +class MultiLegalPileChunks4000(datasets.GeneratorBasedBuilder): + """ + MultiLegalPileChunks4000: + A filtered dataset of multilingual legal data in the EU languages + """ + BUILDER_CONFIG_CLASS = MultiLegalPileChunks4000Config + + BUILDER_CONFIGS = [MultiLegalPileChunks4000Config(f"{language}_{type}") + for type in _TYPES + ["all"] + for language in _LANGUAGES + ["all"]] + + def _info(self): + return datasets.DatasetInfo( + description=_DESCRIPTION, + features=datasets.Features( + { + "language": datasets.Value("string"), # one of _LANGUAGES + "type": datasets.Value("string"), # one of _TYPES + "jurisdiction": datasets.Value("string"), # one of _JURISDICTIONS + "text": datasets.Value("string"), + } + ), + supervised_keys=None, + homepage=_URL, + citation=_CITATION, + ) + + def _split_generators(self, dl_manager): + def download_url(file_name): + url = hf_hub_url(repo_id="joelito/MultiLegalPile_Chunks_4000", + filename=f"data/{file_name}.jsonl.xz", repo_type="dataset") + return dl_manager.download(url) + + languages = _LANGUAGES if self.config.language == "all" else [self.config.language] + types = _TYPES if self.config.type == "all" else [self.config.type] + + split_generators = [] + for split in [datasets.Split.TRAIN, datasets.Split.VALIDATION]: + filepaths = [] + for language in languages: + for type in types: + for shard in range(1, 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