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New Databricks INSERT Features: INSERT REPLACE ON and INSERT REPLACE USING
Databricks SQL introduces two powerful new INSERT commands: INSERT REPLACE ON for conditional record replacement and INSERT REPLACE USING for complete partition overwrites. These Delta-native features eliminate complex workarounds while maintaining data integrity. Available in Databricks Runtime 16.3+ and 17.1+ respectively, these commands provide developers with precise control over data updates and partition management in modern data engineering workflows.
Managed Iceberg Tables
Learn when to choose Apache Iceberg over Delta tables in Databricks. Complete guide covering manifest files, CDC limitations, liquid partitioning, and table properties with practical examples.
Moving from IBM DB2 & DataStage to Databricks (Pt. 1)
Learn how to migrate from IBM DB2 & DataStage to Databricks. A comprehensive guide covering architecture mapping, migration strategies, and best practices for modernization.