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5bf91d9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | import csv
import os
from datasets import Dataset, DatasetDict
class VulnAIDataset:
def __init__(self, data_dir):
self.data_dir = data_dir
def load(self):
splits = {}
for split in ["train", "validation", "test"]:
path = os.path.join(self.data_dir, "data", f"{split}.csv")
if os.path.exists(path):
with open(path, "r", encoding="utf-8") as f:
reader = csv.DictReader(f)
rows = list(reader)
splits[split] = Dataset.from_list(rows)
return DatasetDict(splits)
def load_dataset(data_dir):
return VulnAIDataset(data_dir).load()
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