March 2026 monthly summary for apache/spark focusing on delivering features that reduce schema drift in data pipelines and enhance data quality. The month centered on enabling Spark SQL schema evolution during INSERT operations, aligning with evolving data sources and downstream consumers, and validating changes with Delta integration.

June 2025: Unity Catalog platform upgrade completed to Spark 4.0 and Delta Lake 4.0 compatibility, with Scala 2.12 removal and migration to Scala 2.13. Updated Antlr version to meet Spark requirements and refreshed documentation. Commit reference: 12f945ed53c7cb31b9cbd94fc80b38dfb6605380. No major bugs reported; this work reduces technical debt and improves compatibility for upcoming features and performance improvements.

May 2025 monthly summary for unitycatalog/unitycatalog: Implemented Delta time travel support in UCSingleCatalog SQL by adding loadTable overloads to accept Delta time-travel arguments (version and timestamp) and added end-to-end tests validating SQL-based Delta time-travel. Fixed reliability issue for Delta time-travel via SQL with a targeted fix (commit e54742337d88722d81ff13ce693aa2728015c7ce). Improved error handling and user feedback by replacing generic 'not implemented yet' messages with specific UnsupportedOperationExceptions and by including the catalog name in URI configuration error messages (commit 030a08e7fcfa3f66d99d0668089af6a99a51c1d7). These changes reduce friction for SQL-based Delta table access and improve overall UX.

December 2024 monthly summary for xupefei/delta. Delivered stability and compatibility improvements focusing on test reliability and data integrity across Spark and Iceberg integrations. Key outcomes include stabilizing Delta test suites by increasing the initial streaming setup timeout to reduce flaky timeouts (DeltaSinkImplicitCastSuite) and updating DeltaInsertIntoTableSuite to align with Spark master checkError changes. Implemented Uniform Format Iceberg compatibility enforcement to reject unsupported type changes, ensuring schema evolution, MERGE, and INSERT adhere to Iceberg type promotion limits and prevent data corruption.

Concise monthly summary for 2024-11 focused on delivering stable test outcomes, robust Delta Lake behaviors, and expanded Delta Sharing capabilities for xupefei/delta. Key efforts improved reliability of MERGE tests, strengthened schema-change detection in Delta source, and enabled type widening in Delta Sharing Direct-to-Direct, with associated tests and validations to support safer data evolution.

Month 2024-10: Focused on improving reliability and validation for Delta Lake INSERT paths. Delivered comprehensive robustness tests covering schema evolution, missing/extra columns, and varying column orders, implemented via SQL and DataFrame APIs across configurations to ensure correct behavior and reduce production risk.