File size: 1,304 Bytes
1b556c5 | 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 | import json
import datasets
class GeoWikiFeatures(datasets.GeneratorBasedBuilder):
VERSION = datasets.Version("1.0.0")
def _info(self):
return datasets.DatasetInfo(
features=datasets.Features({
"sentence": datasets.Value("string"),
"annotations": datasets.Sequence({
"text": datasets.Value("string"),
"label": datasets.Value("string"),
"start": datasets.Value("int32"),
"end": datasets.Value("int32"),
}),
})
)
def _split_generators(self, dl_manager):
return [
datasets.SplitGenerator(
name=datasets.Split.TRAIN,
gen_kwargs={"filepath": "train.jsonl"},
),
datasets.SplitGenerator(
name=datasets.Split.VALIDATION,
gen_kwargs={"filepath": "validation.jsonl"},
),
datasets.SplitGenerator(
name=datasets.Split.TEST,
gen_kwargs={"filepath": "test.jsonl"},
),
]
def _generate_examples(self, filepath):
with open(filepath, encoding="utf-8") as f:
for i, line in enumerate(f):
yield i, json.loads(line)
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