First Version

Multilingual-SBD.py

@@ -0,0 +1,148 @@
+import datasets
+from huggingface_hub.file_download import hf_hub_url
+import glob
+import json
+import pandas as pd
+
+try:
+    import lzma as xz
+except ImportError:
+    import pylzma as xz
+datasets.logging.set_verbosity_info()
+logger = datasets.logging.get_logger(__name__)
+
+_DESCRIPTION ="""\
+
+    """
+
+_HOMEPAGE =  ""
+
+_LICENSE = ""
+
+_CITATION = ""
+
+_URL = {
+    'data/'
+}
+_LANGUAGES = [
+    "fr","it","es","en","de","pt"
+]
+
+_TYPES = [
+    "laws", "judgements"
+]
+
+_SOURCES = [
+    "MultiLegalPile", "Wipolex", "Jug", "BVA", "CC", "IP", "SCOTUS", "SwissJudgementPrediction"
+    "Gesetz", "Constitution", "CivilCode", "CriminalCode",
+]
+
+
+"""
+see https://huggingface.co/datasets/joelito/MultiLegalPile_Wikipedia_Filtered/blob/main/MultiLegalPile_Wikipedia_Filtered.py
+"""
+_HIGHEST_NUMBER_OF_SHARDS = 4
+class MultilingualSBDConfig(datasets.BuilderConfig):
+    
+    def __init__(self, name:str, **kwargs):
+        super( MultilingualSBDConfig, self).__init__(**kwargs)
+        self.name = name
+        self.language = name.split("_")[0]
+        self.type = name.split("_")[1]
+        #self.source = name.split("_")[2]
+
+class MultilingualSBD(datasets.GeneratorBasedBuilder):
+
+    
+    BUILDER_CONFIG_CLASS = MultilingualSBDConfig
+    
+    BUILDER_CONFIGS = [
+        MultilingualSBDConfig(f"{language}_{type}")
+        for language in _LANGUAGES + ['all']
+        for type in _TYPES  + ["all"]
+    ]
+    DEFAULT_CONFIG_NAME = 'all_all'
+    def _info(self):
+        features = datasets.Features(
+            {   
+                #"language": datasets.Value("string"), #in _LANGUAGES
+                #"type": datasets.Value("string"), # in _TYPES
+                #"subtype": datasets.Value("string"), # in _SUBTYPES
+                "text": datasets.Value("string"),
+                "source": datasets.Value("string"),
+                "spans": datasets.Sequence(
+                    {
+                        "start": datasets.Value("int64"),
+                        "end": datasets.Value("int64"),
+                        "token_start": datasets.Value("int64"),
+                        "token_end": datasets.Value("int64"),
+                        "label": datasets.Value("string")
+                    }
+                ),
+                "tokens": datasets.Sequence(
+                    {
+                        "text": datasets.Value("string"),
+                        "start": datasets.Value("int64"),
+                        "end": datasets.Value("int64"),
+                        "id": datasets.Value("int64"),
+                        "ws": datasets.Value("bool")
+
+                    }
+                )
+            }
+        )
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features = features,
+            homepage = _HOMEPAGE,
+            citation=_CITATION
+        )
+    
+    def _split_generators(self, dl_manager):
+        def download_url(filename):
+            url = hf_hub_url(
+                repo_id="tbrugger/Multilingual-SBD",
+                filename = f'data/{filename}.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]
+        #sources = _SOURCES if self.config.source == 'all' else [self.config.source]
+
+        split_generators = []
+        for split in [datasets.Split.TRAIN]:
+            filepaths = []
+            for language in languages:
+                for type in types:
+                    for shard in range(_HIGHEST_NUMBER_OF_SHARDS):
+                        try:
+                            filepaths.append(download_url(f'{language}_{type}_{shard}'))
+                        except:
+                            break
+
+            split_generators.append(
+                datasets.SplitGenerator(name=split, gen_kwargs={'filepaths': filepaths})
+            )
+            
+        return split_generators     
+
+    def _generate_examples(self,filepaths):
+        id_ = 0
+        for filepath in filepaths:
+            if filepath:
+                logger.info("Generating examples from = %s", filepath)
+                try:
+                    with xz.open(open(filepath,'rb'), 'rt', encoding='utf-8') as f:
+                        json_list = list(f)
+                    
+                    for json_str in json_list:
+                        example = json.loads(json_str)
+                        if example is not None and isinstance(example, dict):
+                            yield id_, example
+                            id_ +=1
+
+                except Exception:
+                    logger.exception("Error while processing file %s", filepath)
+
+        

README.md

@@ -0,0 +1,1095 @@
+---
+dataset_info:
+- config_name: fr_Laws
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 8773683
+    num_examples: 2131
+  download_size: 0
+  dataset_size: 8773683
+- config_name: it_Laws
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 8130577
+    num_examples: 2910
+  download_size: 0
+  dataset_size: 8130577
+- config_name: es_Laws
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 6260211
+    num_examples: 677
+  download_size: 0
+  dataset_size: 6260211
+- config_name: en_Laws
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+  download_size: 0
+  dataset_size: 0
+- config_name: de_Laws
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 13792836
+    num_examples: 13
+  download_size: 0
+  dataset_size: 13792836
+- config_name: fr_Judgements
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 8788244
+    num_examples: 315
+  download_size: 0
+  dataset_size: 8788244
+- config_name: fr_all
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 26056088
+    num_examples: 2446
+  download_size: 4782672
+  dataset_size: 26056088
+- config_name: it_Judgements
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 8989061
+    num_examples: 243
+  download_size: 0
+  dataset_size: 8989061
+- config_name: it_all
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 25198456
+    num_examples: 3153
+  download_size: 4610540
+  dataset_size: 25198456
+- config_name: es_Judgements
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 9460558
+    num_examples: 190
+  download_size: 0
+  dataset_size: 9460558
+- config_name: es_all
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 23118373
+    num_examples: 867
+  download_size: 4438716
+  dataset_size: 23118373
+- config_name: en_Judgements
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 18401754
+    num_examples: 80
+  download_size: 0
+  dataset_size: 18401754
+- config_name: en_all
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 27366474
+    num_examples: 80
+  download_size: 5448700
+  dataset_size: 27366474
+- config_name: de_Judgements
+  features:
+  - name: text
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: label
+      dtype: string
+    - name: token_start
+      dtype: int32
+    - name: token_end
+      dtype: int32
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int32
+    - name: end
+      dtype: int32
+    - name: id
+      dtype: int32
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 14082173
+    num_examples: 131
+  download_size: 0
+  dataset_size: 14082173
+- config_name: de_all
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 40433793
+    num_examples: 144
+  download_size: 7883640
+  dataset_size: 40433793
+- config_name: fr_laws
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 12992695
+    num_examples: 2131
+  download_size: 2201568
+  dataset_size: 12992695
+- config_name: fr_judgements
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 13063393
+    num_examples: 315
+  download_size: 2581104
+  dataset_size: 13063393
+- config_name: it_laws
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 11962463
+    num_examples: 2910
+  download_size: 2048828
+  dataset_size: 11962463
+- config_name: it_judgements
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 13235994
+    num_examples: 243
+  download_size: 2561712
+  dataset_size: 13235994
+- config_name: es_laws
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 9204721
+    num_examples: 677
+  download_size: 1753376
+  dataset_size: 9204721
+- config_name: es_judgements
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 13913652
+    num_examples: 190
+  download_size: 2685340
+  dataset_size: 13913652
+- config_name: en_laws
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
+      dtype: int64
+    - name: token_end
+      dtype: int64
+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+  download_size: 0
+  dataset_size: 0
+- config_name: en_judgements
+  features:
+  - name: text
+    dtype: string
+  - name: source
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+  - name: spans
+    sequence:
+    - name: start
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+    - name: end
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+    - name: token_start
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+    - name: token_end
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+    - name: label
+      dtype: string
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+    - name: text
+      dtype: string
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+      dtype: int64
+    - name: end
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+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 27366474
+    num_examples: 80
+  download_size: 5448700
+  dataset_size: 27366474
+- config_name: de_laws
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
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+    - name: token_end
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+    - name: label
+      dtype: string
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+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
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+    - name: id
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+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 19936051
+    num_examples: 13
+  download_size: 3745480
+  dataset_size: 19936051
+- config_name: de_judgements
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
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+    - name: token_start
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+    - name: token_end
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+    - name: label
+      dtype: string
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+    - name: text
+      dtype: string
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+    - name: end
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+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 20497742
+    num_examples: 131
+  download_size: 4138160
+  dataset_size: 20497742
+- config_name: pt_laws
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
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+    - name: end
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+    - name: token_start
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+    - name: token_end
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+    - name: label
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+    - name: end
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+    - name: id
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+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 1007758
+    num_examples: 58
+  download_size: 209128
+  dataset_size: 1007758
+- config_name: pt_judgements
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
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+    - name: token_start
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+    - name: token_end
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+    - name: label
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+      dtype: bool
+  splits:
+  - name: train
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+    num_examples: 14
+  download_size: 171432
+  dataset_size: 820085
+- config_name: pt_all
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
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+    - name: end
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+    - name: token_start
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+    - name: token_end
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+    - name: label
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+    - name: text
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+    - name: end
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+    - name: id
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+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 1827843
+    num_examples: 72
+  download_size: 380560
+  dataset_size: 1827843
+- config_name: all_laws
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
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+    - name: token_start
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+    - name: token_end
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+    - name: label
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+    - name: text
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+    - name: start
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+    - name: end
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+    - name: id
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+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 55103686
+    num_examples: 5789
+  download_size: 9958380
+  dataset_size: 55103686
+- config_name: all_judgements
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
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+    - name: token_start
+      dtype: int64
+    - name: token_end
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+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
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+      dtype: int64
+    - name: end
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+    - name: id
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+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 88897336
+    num_examples: 973
+  download_size: 17586448
+  dataset_size: 88897336
+- config_name: all_all
+  features:
+  - name: text
+    dtype: string
+  - name: source
+    dtype: string
+  - name: spans
+    sequence:
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: token_start
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+    - name: token_end
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+    - name: label
+      dtype: string
+  - name: tokens
+    sequence:
+    - name: text
+      dtype: string
+    - name: start
+      dtype: int64
+    - name: end
+      dtype: int64
+    - name: id
+      dtype: int64
+    - name: ws
+      dtype: bool
+  splits:
+  - name: train
+    num_bytes: 144001023
+    num_examples: 6762
+  download_size: 27544828
+  dataset_size: 144001023
+---