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import json
import datasets
class SkillDataset(datasets.GeneratorBasedBuilder):
VERSION = datasets.Version("0.1.0")
def _info(self):
return datasets.DatasetInfo(
description="A dataset of skills and their descriptions",
features=datasets.Features(
{
"input": datasets.Value("string"),
"target": datasets.Value("string"),
}
),
)
def _split_generators(self, dl_manager):
mappings = json.load(open("mappings.json", "r"))
training_data = mappings[:int(0.95 * len(mappings))]
testing_data = mappings[int(0.95 * len(mappings)) :]
return [
datasets.SplitGenerator(
name=datasets.Split.TRAIN,
gen_kwargs={
"data": training_data
}
),
datasets.SplitGenerator(
name=datasets.Split.TEST,
gen_kwargs={
"data": testing_data
}
),
]
def _generate_examples(self, data):
for i, mapping in enumerate(data):
yield i, {
"input": mapping["input"],
"target": mapping["target"],
} |