jk-shah opened a new issue, #41312: URL: https://github.com/apache/beam/issues/41312
### What would you like to happen? Extend Beam YAML to support declarative multi-table streaming pipelines (`streaming_tables` / `materialized_views` with `freshness` targets, `append_flow` / `auto_cdc` semantics, and automated Iceberg/Delta/BigQuery dependency DAG & checkpoint resolution). ### Motivation Spark 4.1 Declarative Pipelines (`CREATE STREAMING TABLE`, `@append_flow`) and Flink 2.x Materialized Tables (`CREATE OR ALTER MATERIALIZED TABLE ... FRESHNESS`) unify batch and streaming table assets. Supporting declarative multi-table materialization in Beam YAML brings turnkey Lakehouse Bronze/Silver/Gold flows natively to Beam. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
