| '''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() | |