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26d04d6 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 | '''Data loading scripts'''
import dgl
from mumin import MuminDataset
from dotenv import load_dotenv
import os
load_dotenv()
def load_mumin_graph(size: str = 'small') -> dgl.DGLHeteroGraph:
'''Load the MuMiN dataset as a DGL heterogeneous graph.
Args:
size (str, optional):
The size of the dataset to compile. Can be 'small', 'medium' and
'large'.
'''
dataset = MuminDataset(os.getenv('TWITTER_API_KEY'), size=size)
dataset.compile()
dataset.add_embeddings()
return dataset.to_dgl()
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