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Batch

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Reference Architectures1

Reference Architecture

Batch ETL on Apache Spark

A scalable batch ETL platform on Apache Spark running on Kubernetes, transforming large datasets from object storage into curated tables.

Stacks1

Airflow + Spark Batch Pipeline Stack

Classic big-data batch pattern: Apache Airflow orchestrates scheduled DAGs that run distributed Apache Spark jobs over data-lake storage.