| 143 | |
| 144 | @staticmethod |
| 145 | def load_from_csv( |
| 146 | meta: MetaNode, data_parser: Callable, base_dir=None, separator="," |
| 147 | ): |
| 148 | df = BaseData.read_csv(meta.file_name, base_dir, separator) |
| 149 | node_ids = BaseData.pop_from_dataframe(df, meta.node_id_field) |
| 150 | graph_ids = BaseData.pop_from_dataframe(df, meta.graph_id_field) |
| 151 | if node_ids is None: |
| 152 | raise DGLError( |
| 153 | "Missing node id field [{}] in file [{}].".format( |
| 154 | meta.node_id_field, meta.file_name |
| 155 | ) |
| 156 | ) |
| 157 | ntype = meta.ntype |
| 158 | ndata = data_parser(df) |
| 159 | return NodeData(node_ids, ndata, type=ntype, graph_id=graph_ids) |
| 160 | |
| 161 | @staticmethod |
| 162 | def to_dict(node_data: List["NodeData"]) -> dict: |