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Databricks

Databricks

data-source; data-warehouse

Databricks architecture diagram

You can extend Databricks with real-time feature serving capability with Hopsworks. You can also centrally manage features stored in a Delta Lake on Hopsworks, enabling them to be joined with features from other data sources. You can use Delta Lake tables as data sources in Python or Spark feature pipelines.

Useful links: Delta Lake tables on S3, ADLS, GCS