Great question — and since you already have DABs and numbered SQL files, you're most of the way there. You do not need Alembic or SQLAlchemy. Here's a concrete implementation of the migration runner pattern that plugs directly into your existing DABs...
Great observations — this is a pattern several of us have run into. The short answer is: your PyMuPDF + ai_query workflow is the right approach for digitally-born PDFs, and here's why.
Why aiparsedocument can get names/identifiers wrong
ai_parse_docu...
This ImportError happens because you have both standalone pyspark and databricks-connect installed, and they conflict with each other. databricks-connect bundles its own version of PySpark internally — when the standalone pyspark package is also pres...
Hi @Sadie_james ,
Most questions are conceptual but apply hands-on scenarios: you’ll be asked how to use Databricks SQL, manage data with Unity Catalog, and build dashboards, but you won’t have access to a live environment. Instead, questions test y...
