code: def __init__(self, debug_logfile=None, seed=10, has_automl=False):
      random.seed(seed)
  
      self.has_automl = has_automl
  
      if debug_logfile:
          self.debug_log = open(debug_logfile, "w")
      else:
          self.debug_log = open(os.devnull, "w")
  
      self.cost_sum = 0.0
      self.ctr = []
  
      self.other_index_count = collections.Counter()
      self.index_count = collections.Counter()
  
      self.count_1 = collections.Counter()
      self.count_2 = collections.Counter()
  
      self.ocrl = None
      self.ocrl2 = None
  
      if has_automl:
          self.ocrl = OnlineCressieRead(alpha=0.05, tau=0.999)
          self.ocrl2 = OnlineCressieRead(alpha=0.05, tau=0.999)
  
imports: import vowpalwabbit
  from distributionally_robust_data import OnlineCressieRead
  import collections
  import os
  import random
  import os
label_desc: Use image node_id 1 to create a new Simulator object  with example: obj = Simulator(debug_logfile, seed, has_automl)