Hello everyone,
I am currently working on a project where I need to migrate ML models from the Model Registry of one Databricks workspace to the Unity Catalog (schema/catalog) of another workspace. This migration needs to include not only the models themselves but also their associated metadata, such as model signatures, tags, and artifacts.
I would like to ask:
Best Practices: What are the best practices for automating the migration process of ML models and their metadata between workspaces in Databricks?
Automation Approaches: Are there specific tools, libraries, or scripts that can help automate this migration? Has anyone developed a custom solution that they could share?
Handling Metadata: What specific metadata should I focus on preserving during the migration? How can I ensure that this metadata remains intact and accessible in the new workspace?
