aws / aws/amazon-sagemaker-examples

Step functions, EndpointStep, wait_for_completion?

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Description

Hi,

I was wondering why EndpointStep does not have wait_for_completion parameter like TrainingStep?
I am using Lambda function after EndpointStep to test the endoint and now I have to use WaitStep and Retry in Lambda testfunction to make sure the endpoint is already there once testing the endpoint with Lambda starts.

This feels dumm and I wish there was some way to have wait_for_completion-like functionality in the EndpointStep

Contributor guide

Open the contributing guide

Research direction

Compare the EndpointStep behavior described here with the existing TrainingStep wait_for_completion functionality, then trace how the Lambda test function is invoked after EndpointStep. Done should let a downstream Lambda test start only after the endpoint is ready, without requiring a separate WaitStep and Retry sequence.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws
Domain
cloud, machine-learning
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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