Summary
This guide provides detailed instructions for migrating catalog objects between Dremio environments, particularly focusing on the use of modern CI/CD practices. It outlines the importance of careful planning and execution to ensure a smooth transition of semantic layer catalog objects such as datasets, sources, and role-based access controls (RBAC). The document introduces Dremio Cloner, an open-source utility that automates the extraction and creation of objects in different environments using Dremio's REST API. It explains the prerequisites for using Dremio Cloner, including the necessary Python version and libraries. The guide also details the configuration of the tool, including the creation of JSON files for reading and writing objects, and the use of filtering options to tailor the migration process. Additionally, it mentions alternative tools like dbt Core for catalog object migration, emphasizing the flexibility and integration capabilities offered by Dremio's APIs.
