File size: 1,893 Bytes
d56d2da |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 |
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)
|