def retry(should_retry_for_result=_default_retry_for_result,
          should_retry_for_exception=_default_retry_for_exception,
          multiplier=2, timeout=None, max_attempts=None, strategy=None):
            """
    :param should_retry_for_result: A function that is called with argument as result to allow retrial for specific
                                    set of results. Must return a boolean value
    :param should_retry_for_exception: A function that is called if the function to be retried threw an exception
                                       allow retrial for specific set of exceptions. Must return a boolean value
    :param multiplier: Must be an integer value, If defined, the retrial would be exponential with this behind the
                       multiplier
    :param timeout: If defined, the function will be retried if no result was returned in this time.
    :param max_attempts: Max number of attempts to retry
    :param strategy: Must be a list of integers. If defined, retrial would follow this strategy. For ex. if strategy
                     is [1,3,5,8,11], function would be retried at 1, 3, 5, 8, 11, 11, 11, ... seconds
    :return:
    """

from retrial.retrial import retry

@retry()
def my_function(*args, **kwargs):
    '''Retry till successful. Default multiplier is 2'''

@retry(multiplier=3)
def my_function(*args, **kwargs):
    '''Retry at 0, 3, 9, 27, 81 ... seconds until successful'''

@retry(strategy=[1, 1, 2, 3, 5, 8, 13])
def my_function(*args, **kwargs):
    '''Retry at 1, 1, 2, 3, 5, 8, 13, 13, 13 ... seconds until successful'''

@retry(max_attempts=3)
def my_function(*args, **kwargs):
    '''Retry for a maximum of 3 times'''

@retry(should_retry_for_result=lambda x: x < 0)
def my_function(*args, **kwargs):
    '''Retry if result is negative value'''

@retry(should_retry_for_exception=lambda x: isinstance(x, KeyError))
def my_function(*args, **kwargs):
    '''Retry if exception was of type KeyError'''