aws / aws/aws-step-functions-data-science-sdk-python

feature: adding support for AsyncInferenceConfig in endpoint config

Open
#170 1 comment 0 reactions 0 assignees View on GitHub
enhancement
Dominant language
Python
Stars
299
Forks
84
PR merge metrics
No merged PRs in 30d

Description

The EndpointConfig constructor could be extended to support passing in AsyncInferenceConfig
which includes configuration as shown here in the doc [API_AsyncInferenceConfig](https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AsyncInferenceConfig.html)
In this way would be possible to create an EndpountConfig supporting [Asynchronous Inference](https://docs.aws.amazon.com/sagemaker/latest/dg/async-inference.html).

Contributor guide

Open the contributing guide

Research direction

Start at the EndpointConfig constructor and compare its current configuration inputs with the AWS API_AsyncInferenceConfig documentation linked in the issue. Trace how endpoint configuration is represented and verify that the resulting configuration supports the asynchronous inference settings described by AWS; done means users can create an EndpointConfig with AsyncInferenceConfig.

Written by the indexing model from the issue text.

Assessment

Tech stack
aws, python
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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