MHP

Databricks Lakeflow & Asset Bundles

Production-grade pipeline orchestration on Databricks
Declarative Pipelines
@dlt.table Python/SQL syntax
@dlt.expect_or_drop quality rules
Auto-dependency resolution (DAG)
Lakeflow Jobs
Multi-task workflow orchestration
Cron scheduling & trigger-based runs
Monitoring with run results & alerts
Asset Bundles
Infrastructure as code (databricks.yml)
Dev vs prod deployment targets
CI/CD with bundle deploy & validate

Lakeflow unifies DLT pipelines + Jobs under one orchestration model — declarative definition, automated deployment