automl_utils Module

This function returns the resource url where models are hosted in the current region

get_automl_resource_url()

Function decorator that attempts to retry the wrapped function a fixed number of times, with exponential backoff.

Usage:

   @retry_with_backoff(retries=3, delay=5, backoff=2, logger=None)
   def service_request():
       # function logic that may raise an exception, but may
       # return a successful response subsequently

The above example will retry the function service_request() 3 times, at intervals of 5 sec, 10 sec, 20 sec

Currently a retry will be done for any exception thrown. However, as per need, this can be easily extended to handle only a specific set of exceptions and pass/raise the others.

Note: Make sure the exceptions don't contain PII, or in other words, you're in control of the logger.

Reference: https://wiki.python.org/moin/PythonDecoratorLibrary#Retry

retry_with_backoff(retries: int, delay: int = 5, backoff: int = 2, raise_ex: bool = True) -> Callable[[...], Callable[[...], Any]]

Parameters

Returns