Integrating with Amazon SageMaker
You can integrate Amazon SageMaker on AWS with OpenPages®.
To set up the integration with Amazon SageMaker, do the
following tasks:
- Set up the following services on AWS:
- CloudTrail: Amazon SageMaker events are published to CloudTrail.
- Simple Queue service (SQS): Use this service to set up a queue for your Amazon SageMaker models. For more information, see Setting up Amazon SQS.
- EventBridge: Use this service to define rules that extract Amazon SageMaker model card changes to a Simple Queue Service (SQS) FIFO queue.
- Resource Access Manager: Use this service to create central model registries and group your resources to manage them. For more information, see Setting up and configuring Resource Explorer.
Ensure that the CloudTrail and EventBridge services are running.
- Plan the integration. For more information, see Plan the integration with Amazon SageMaker.
- Set up the services in AWS. For more information, see Setting up AWS services for the integration with Amazon SageMaker.
- Load the solution files for the integration. For more information, see one of the following topics:
- traditional on premises, do the
following additional steps:
- Configure a RabbitMQ server to communicate with OpenPages. See Setting up OpenPages to connect to RabbitMQ.
- If you're using version 9.1.0, load the updated triggers. For more information, see Loading the triggers files for watsonx.governance.
- Set up a client certificate for the OpenPages REST API V2. For more information, see Integrating OpenPages with IBM® WebSphere Liberty security.
- Configure the integration in OpenPages. For more information, see Configuring OpenPages to integrate with Amazon SageMaker.