code: def __getitem__(self, index):
      return self.exs[index]
  
imports: import json
  import pickle
  import random
  import dgl
  import numpy
  import torch
label_desc: Use image node_id 3 for calling the GWdataset obj's underlying member method code with example usage: obj.__getitem__(index) and returns: self