mariosasko
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•
a344cbf
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Parent(s):
82380de
Streaming support (#1)
Browse files- Streaming support (02459b5e1f4368b0c2efb7b627ba11566f498f66)
- README.md +0 -0
- greek_legal_code.py +29 -16
README.md
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greek_legal_code.py
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@@ -19,11 +19,9 @@ a collection of Greek legislative documents classified into multi-level (from br
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import json
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import os
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import datasets
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-
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_CITATION = """\
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@inproceedings{papaloukas-etal-2021-glc,
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title = "Multi-granular Legal Topic Classification on Greek Legislation",
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@@ -2817,7 +2815,10 @@ class GreekLegalCode(datasets.GeneratorBasedBuilder):
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def _info(self):
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features = datasets.Features(
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{
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)
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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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@@ -2835,45 +2836,57 @@ class GreekLegalCode(datasets.GeneratorBasedBuilder):
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# Citation for the dataset
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citation=_CITATION,
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# Task template
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task_templates=[
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)
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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-
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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={
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"
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"split": "train",
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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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={
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"
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"split": "dev",
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},
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),
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]
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def _generate_examples(
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self,
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):
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"""Yields examples as (key, example) tuples."""
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-
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-
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-
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-
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-
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-
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-
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import json
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import datasets
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_CITATION = """\
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@inproceedings{papaloukas-etal-2021-glc,
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title = "Multi-granular Legal Topic Classification on Greek Legislation",
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def _info(self):
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features = datasets.Features(
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{
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"text": datasets.Value("string"),
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"label": datasets.ClassLabel(names=self.config.label_names),
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}
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)
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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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# Citation for the dataset
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citation=_CITATION,
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# Task template
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task_templates=[
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datasets.tasks.TextClassification(
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text_column="text", label_column="label"
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)
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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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archive = dl_manager.download(URL)
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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={
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"archive": dl_manager.iter_archive(archive),
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"split": "train",
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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# These kwargs will be passed to _generate_examples
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gen_kwargs={
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"archive": dl_manager.iter_archive(archive),
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"split": "test",
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},
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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={
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"archive": dl_manager.iter_archive(archive),
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"split": "dev",
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},
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),
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]
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def _generate_examples(
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self,
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archive,
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split, # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
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):
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"""Yields examples as (key, example) tuples."""
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idx = 0
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for path, f in archive:
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if path == split + ".jsonl":
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for line in f:
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data = json.loads(line)
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yield idx, {
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"text": data["text"],
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"label": data[self.config.label_type],
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}
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idx += 1
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