code: def setup_breeds(info_dir, url=BREEDS_URL):
      print(f"Downloading files from {url} to {info_dir}")
      if not os.path.exists(info_dir):
          os.makedirs(info_dir)
      for f in REQUIRED_FILES:
          urllib.request.urlretrieve(
              f"{url}/{f}?raw=true", os.path.join(info_dir, f)
          )
  
imports: import sys, os
  import json
  import numpy
  import pandas
  import urllib
  from collections import OrderedDict, Counter
  import operator
  import networkx
  from ..datasets import DATASETS
label_desc: Use image node_id 1 for calling a global function with example usage: setup_breeds(info_dir, url) without return types