Number of retries = 3 The total duration of all attempts doesn't exceed 10 seconds.

import time
from functools import wraps

def retry(f):
  @wraps(f)
  def wrapper(*args, **kwargs):
    exception = None
    for _ in range(3):
      try:
        return f(*args, **kwargs)
      except Exception as e:
        exception = e
        time.sleep(1)
    raise exception 
  return wrapper