text: import logging
  import fire
  logger = logging.getLogger(__name__)
  
  def calculate_parameters(module):
      return sum(p.numel() for p in module.parameters())
  
  def print_arguments(args):
      for arg in vars(args):
          logger.info(arg, getattr(args, arg))
  
  def get_best(file):
      lines = open(file, "r").readlines()
      best_dev = 0
      best_test = 0
      for line in lines:
          tokens = line.strip().split()
          dev = float(tokens[4])
          test = float(tokens[7])
          if dev > best_dev:
              best_dev = dev
              best_test = test
      print(tokens[0], best_dev, best_test)
  
  
  def extract(in_file, out_file):
      lines = open(in_file, "r").read().split("\n\n")
      with open(out_file, "w") as f:
          for i, line in enumerate(lines[:-1]):
              print(i)
              sent = []
              for word in line.split("\n"):
                  _word = word.strip().split("\t")[0].split(":")[1].strip()
                  sent.append(_word)
              f.write(" ".join(sent) + "\n")
  
  def for_latex_table():
      lines = open("haha", "r").readlines()
      lines = [str(round(float(line.strip()) * 100, 2)) for line in lines]
      print(" & ".join(lines))
  
  def find_index(file1, file2, file3):
      import json
      index = []
      file = []
      lines1 = json.load(open(file1, "r"))
      lines2 = [line.strip() for line in open(file2, "r").readlines()]
      lines3 = [line.strip() for line in open(file3, "r").readlines()]
      for line in lines1:
          text = line["review_body"]
          if text in lines2:
              index.append(lines2.index(text))
              file.append(file2)
          elif text in lines3:
              index.append(lines3.index(text))
              file.append(file3)
          else:
              index.append(None)
      return index, file
  
  train = json.load(open("fa.test.json", "r"))
  texts = [l["review_body"] for l in train]
  index = []
  for text in texts:
      if text in a.text.values.tolist():
              index.append(a.text.values.tolist().index(text))
      else:
          index.append(None)
  if __name__ == '__main__':
      fire.Fire()
      # for_latex_table()