code: def collate(results_dir, instance=0):
      """
      Collate the results of running GAIA. Print the results in the format accepted by the leaderboard.
  
      Args:
          results_dir (path): The folder where results were be saved.
      """
  
      for test_id in os.listdir(results_dir):
          test_path = os.path.join(results_dir, test_id)
  
          instance_dir = os.path.join(test_path, str(instance))
          console_log_file = os.path.join(
              instance_dir, "console_log.txt"
          )
  
          final_answer = ""
          if os.path.isfile(console_log_file):
              with open(console_log_file, "rt") as fh:
                  console_log = fh.read()
  
                  final_answer = ""
                  m = re.search(
                      r"FINAL ANSWER:(.*?)\n", console_log, re.DOTALL
                  )
                  if m:
                      final_answer = normalize_answer(m.group(1))
  
          # Clean up the GAIA logs so they don't have the Docker setup preamble
          m = re.search(
              r"^.*?\r?\n(user_proxy \(to assistant\).*$)",
              console_log,
              re.DOTALL,
          )
          if m:
              console_log = m.group(1)
  
          print(
              json.dumps(
                  {
                      "task_id": test_id,
                      "model_answer": final_answer,
                      "reasoning_trace": console_log,
                  }
              )
          )
  
imports: import os
  import json
  import re
  import sys
  import argparse
label_desc: Use image node_id 2 for calling a global function with example usage: collate(results_dir, instance) without return types