Access async endpoint created in console from notebook instance

In SageMaker, I've created an async endpoint from a model. How does one access this endpoint from a notebook instance so that it can be used to make predictions?

Thanks!

Topics

Machine Learning & AI

Tags

Amazon SageMaker Machine Learning & AI Amazon SageMaker Deployment

Language

English

rePost-User-3310359

asked 2 years ago249 views

1 Answer

Newest
Most votes
Most comments

You may consider using invoke_endpoint_async function from sagemakerruntime in boto3 SDK. Doc here Just make sure your notebook's execution role has proper IAM permissions and fill in required parameters, boto3 will handle the rest.

AWS-User-5210721

answered 2 years ago

Relevant content

Access to model container logs for Sagemaker Async Endpoint
David Waterworth
asked 5 months ago
Sagemaker Notebook from Dev Endpoint
catcollector
asked 3 years ago
Sagemaker Can do this? multimodel-endpoint + async inferce
rePost-User-8794903
asked 2 years ago
Running concurrent sessions from SageMaker notebooks on Glue Dev Endpoints.
Accepted Answer
Priyavart_K
asked 4 years ago
How can I use a Lambda function to create an Amazon SageMaker notebook instance?
AWS OFFICIALUpdated 18 days ago
Why am I unable to start my Amazon SageMaker notebook instance that's backed with an AWS Glue development endpoint?
AWS OFFICIALUpdated 3 years ago
How do I troubleshoot network connectivity from my Amazon SageMaker notebook instance that has direct internet access deactivated?
AWS OFFICIALUpdated a month ago
How do I connect to an Amazon RDS DB instance from an Amazon SageMaker notebook instance that's in a different VPC?
AWS OFFICIALUpdated a month ago
Monitoring SageMaker Notebook Instance with CloudWatch Custom Metrics
EXPERT
Ben Lee
published 9 months ago
Build and Deploy Models Leveraging Cancer Gene Expression Data With SageMaker Pipelines and SageMaker Multi-Model Endpoints
EXPERT
Joshua_B
published 2 years ago