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This repository was archived by the owner on Sep 16, 2025. It is now read-only.
From analysis of your code, it has a lot of overlap with your work, but has some valuable things, like the use of Data Classes from the Databricks Python SDK.
As you mentioned, you're using SDK from Databricks CLI - it's already considered deprecated and is replaced by Databricks Python SDK. It has a big advantage over the old SDK as it evolves together with the REST APIs.
If your code doesn't provide asynchronous execution, then either use of SDK could be the best way forward. Or we can switch to using DatabricksHook functions.
In your code, instead of JSON payload for tasks, and having dedicated operator for notebooks, we can switch to use data classes from the new SDK - it will give self-documenting capabilities and type safety.