Helpful Amazon Redshift Tutorials
September 28, 2026 · RougeWarehouse Team
How to read and write Amazon Redshift from Apache Spark on AWS Glue and EMR: the built-in integration, IAM and temp S3 setup, which operations push down to Redshift, write modes and the failure patterns that silently cost you hours.
Read moreSeptember 21, 2026 · RougeWarehouse Team
Where business logic should live in a Redshift warehouse: inlined SQL UDFs, per-row Python UDFs and their performance trap, batched Lambda UDFs for external calls, and PL/pgSQL stored procedures with real error handling — plus a decision table and an inventory query.
Read moreSeptember 21, 2026 · RougeWarehouse Team
How to make Redshift DDL repeatable and safe: what ALTER TABLE can and cannot do, lock timeouts, additive expand-migrate-contract changes, deep-copy rename swaps, blue/green schema releases, a versioned migration runner and a CI pipeline that catches the expensive mistakes.
Read moreSeptember 21, 2026 · RougeWarehouse Team
Redshift does not enforce PRIMARY KEY, UNIQUE or FOREIGN KEY. Here is a practical data-quality layer: honest constraint checks, freshness and volume monitoring from the SYS views, a test suite the pipeline runs, and an atomic swap that keeps bad loads away from users.
Read moreSeptember 18, 2026 · RougeWarehouse Team
Auto vacuum and auto analyze handle most Redshift maintenance, but not all of it. How to read SVV_TABLE_INFO and vacuum_sort_benefit, when a manual VACUUM SORT, DELETE ONLY or REINDEX still pays, when to deep-copy instead, and the alerts that catch a starved maintenance window.
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