SERVICE_CATALOG.md

AWS Service Catalog Provisioning

If you have an existing AWS Service Catalog Portfolio, or would like to create the Product manually, follow these steps:

1. Sign in to the console with the data science account.
2. On the AWS Service Catalog console, under Administration, choose Portfolios.
3. Choose Create a new portfolio.
4. Name the portfolio SageMaker Organization Templates.
5. Download the AB testing template to your computer.
6. Choose the new portfolio.
7. Choose Upload a new product.
8. For Product name¸ enter A/B Testing Deployment Pipeline.
9. For Description, enter Amazon SageMaker Project for A/B Testing models.
10. For Owner, enter your name.
11. Under Version details, for Method, choose Use a template file.
12. Choose Upload a template.
13. Upload the template you downloaded.
14. For Version title, enter 1.0.

The remaining parameters are optional.

15. Choose Review.
16. Review your settings and choose Create product.
17. Choose Refresh to list the new product.
18. Choose the product you just created.
19. On the Tags tab, add the following tag to the product:

• Key – sagemaker:studio-visibility
• Value – True

Finally we need to add launch constraint and role permissions.

20. On the Constraints tab, choose Create constraint.
21. For Product, choose AB Testing Pipeline (the product you just created).
22. For Constraint type, choose Launch.
23. Under Launch Constraint, for Method, choose Select IAM role.
24. Choose AmazonSageMakerServiceCatalogProductsLaunchRole.
25. Choose Create.
26. On the Groups, roles, and users tab, choose Add groups, roles, users.
27. On the Roles tab, select the role you used when configuring your SageMaker Studio domain.
28. Choose Add access.

If you don’t remember which role you selected, in your data science account, go to the SageMaker console and choose Amazon SageMaker Studio. In the Studio Summary section, locate the attribute Execution role. Search for the name of this role in the previous step.