code: def write_with_create(path):
      dirpath = os.path.dirname(path)
      if not os.path.exists(dirpath):
          os.makedirs(dirpath)
      return open(path, "w")
  
imports: import random
  import os
  import sys
  import collections
  import itertools
  import pickle
  import scipy.sparse
  import networkx
  import numpy
  from sklearn.cluster import SpectralClustering
  from sklearn import gaussian_process
  from scipy.optimize import minimize
  from bayes_opt import BayesianOptimization
label_desc: Use image node_id 6 for calling a global function with example usage: write_with_create(path) and returns: open