Created README.md

BillSum/{test-00000-of-00001.parquet → test.jsonl}

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BillSum/train.jsonl

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BillSum/train-00000-of-00001.parquet → EurLexSum/test.jsonl

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EurLexSum/{test-00000-of-00001.parquet → train.jsonl}

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EurLexSum/{train-00000-of-00001.parquet → validation.jsonl}

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EurLexSum/validation-00000-of-00001.parquet → MultiLexSum/test.jsonl

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MultiLexSum/train-00000-of-00001.parquet

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MultiLexSum/train.jsonl

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MultiLexSum/validation-00000-of-00001.parquet

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MultiLexSum/{test-00000-of-00001.parquet → validation.jsonl}

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README.md

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----
-dataset_info:
-- config_name: BillSum
-  features:
-  - name: article
-    dtype: string
-  - name: summary
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 181918689
-    num_examples: 18949
-  - name: test
-    num_bytes: 31298716
-    num_examples: 3269
-  download_size: 94913340
-  dataset_size: 213217405
-- config_name: EurLexSum
-  features:
-  - name: article
-    dtype: string
-  - name: summary
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 92562815
-    num_examples: 1129
-  - name: test
-    num_bytes: 24048249
-    num_examples: 188
-  - name: validation
-    num_bytes: 23797569
-    num_examples: 187
-  download_size: 56129905
-  dataset_size: 140408633
-- config_name: MultiLexSum
-  features:
-  - name: article
-    dtype: string
-  - name: summary
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 11491245
-    num_examples: 2210
-  - name: test
-    num_bytes: 3070390
-    num_examples: 616
-  - name: validation
-    num_bytes: 1645115
-    num_examples: 312
-  download_size: 8078875
-  dataset_size: 16206750
-configs:
-- config_name: BillSum
-  data_files:
-  - split: train
-    path: BillSum/train-*
-  - split: test
-    path: BillSum/test-*
-- config_name: EurLexSum
-  data_files:
-  - split: train
-    path: EurLexSum/train-*
-  - split: test
-    path: EurLexSum/test-*
-  - split: validation
-    path: EurLexSum/validation-*
-- config_name: MultiLexSum
-  data_files:
-  - split: train
-    path: MultiLexSum/train-*
-  - split: test
-    path: MultiLexSum/test-*
-  - split: validation
-    path: MultiLexSum/validation-*
----

legal_summarization.py

@@ -0,0 +1,61 @@
+import datasets
+import os
+import json
+
+
+_CITATION = """
+
+"""
+
+_DESCRIPTION = """
+
+"""
+
+class Builder(datasets.GeneratorBasedBuilder):
+    VERSION = datasets.Version("1.0.0")
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name=name, version=datasets.Version("1.0.0"), description=_DESCRIPTION)
+            for name in ["BillSum", "MultiLexSum", "EurLexSum"]
+        ]
+
+    def _info(self):
+        features = datasets.Features(
+            {
+                "article": datasets.Value("string"),
+                "summary": datasets.Value("string"),
+            }
+        )
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage="",
+            license="",
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        train_json = dl_manager.download(os.path.join(self.config.name, "train.jsonl"))
+        if self.config.name != "BillSum":
+            valid_json = dl_manager.download(os.path.join(self.config.name, "validation.jsonl"))
+        test_json = dl_manager.download(os.path.join(self.config.name, "test.jsonl"))
+
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={"path": train_json},
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={"path": test_json},
+            )
+        ] + ([datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION,
+                gen_kwargs={"path": valid_json},
+            )] if self.config.name != "BillSum" else [])
+
+    # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
+    def _generate_examples(self, path):
+        with open(path, encoding="utf-8") as f:
+            for key, row in enumerate(f):
+                yield key, json.loads(row)