new_contents: import argparse
  import math
  
  import dateutil.parser as date_parser
  import requests
  
  
  def extract_time_from_single_job(job):
      """Extract time info from a single job in a GitHub Actions workflow run"""
  
      job_info = {}
  
      start = job["started_at"]
      end = job["completed_at"]
  
      start_datetime = date_parser.parse(start)
      end_datetime = date_parser.parse(end)
  
      duration_in_min = round((end_datetime - start_datetime).total_seconds() / 60.0)
  
      job_info["started_at"] = start
      job_info["completed_at"] = end
      job_info["duration"] = duration_in_min
  
      return job_info
  
  
  def get_job_time(workflow_run_id):
      """Extract time info for all jobs in a GitHub Actions workflow run"""
  
      url = f"https://api.github.com/repos/huggingface/transformers/actions/runs/{workflow_run_id}/jobs?per_page=100"
      result = requests.get(url).json()
      job_time = {}
  
      try:
          job_time.update({job["name"]: extract_time_from_single_job(job) for job in result["jobs"]})
          pages_to_iterate_over = math.ceil((result["total_count"] - 100) / 100)
  
          for i in range(pages_to_iterate_over):
              result = requests.get(url + f"&page={i + 2}").json()
              job_time.update({job["name"]: extract_time_from_single_job(job) for job in result["jobs"]})
  
          return job_time
      except Exception as e:
          print("Unknown error, could not fetch links.", e)
  
      return {}
  
  
  if __name__ == "__main__":
      r"""
      Example:
  
          python get_github_job_time.py --workflow_run_id 2945609517
      """
  
      parser = argparse.ArgumentParser()
      # Required parameters
      parser.add_argument(
          "--workflow_run_id", default=None, type=str, required=True, help="A GitHub Actions workflow run id."
      )
      args = parser.parse_args()
  
      job_time = get_job_time(args.workflow_run_id)
      job_time = dict(sorted(job_time.items(), key=lambda item: item[1]["duration"], reverse=True))
  
      for k, v in job_time.items():
          print(f'{k}: {v["duration"]}')
  
subject: add a script to get time info. from GA workflow jobs (#18822)