code: def parse_arguments():
      parser = ArgumentParser()
      parser.add_argument(
          "--dataset_path",
          type=str,
          default="/raid/vjawa/ogbn_papers100M/",
      )
      parser.add_argument(
          "--sampling_path",
          type=str,
          default="/raid/vjawa/nov_1_bulksampling_benchmarks/",
      )
      return parser.parse_args()
  
file_path: cugraph/benchmarks/cugraph-dgl/scale-benchmarks/cugraph_dgl_benchmark.py
imports: import os
  import json
  import pandas
  import os
  import time
  from rmm.allocators.torch import rmm_torch_allocator
  import rmm
  import torch
  from cugraph_dgl.dataloading import HomogenousBulkSamplerDataset
  from model import run_1_epoch
  from argparse import ArgumentParser
  from load_graph_feats import load_node_labels, load_node_features
label_desc: Use image node_id 5 for calling a global function with example usage: parse_arguments() and returns: parser