Copilot commented on code in PR #17753: URL: https://github.com/apache/hudi/pull/17753#discussion_r2653334895
########## website/blog/2025-12-29-apache-hudi-2025-a-year-in-review.mdx: ########## @@ -31,7 +31,7 @@ The project celebrated new milestones in contributor recognition. [Yue Zhang](ht Performance saw major gains across the board. Parquet binary copy for clustering delivered 10-15x faster execution with 95% compute reduction. Apache Flink writer achieved 2-3x improved throughput with Avro conversion eliminated in the write path. Apache Spark metadata-table streaming ran ~18% faster for update-heavy workloads. Indexing enhancements — partitioned record index, partition-level bucket index, HFile caching, and Bloom filters — delivered up to 4x speedup for lookups on massive tables. -Spark 4.0 and Flink 2.0 support were added. [Apache Polaris (Incubating)](https://polaris.apache.org/) catalog integration enabled multi-engine queries with unified governance. Operational simplicity improved with storage-based locking that eliminated external dependencies. New merge modes replaced legacy payload classes with declarative options, and SQL procedures enhanced table management directly in Spark SQL. See more details in the [release blog](https://hudi.apache.org/blog/2025/11/25/apache-hudi-release-1-1-announcement/). +Spark 4.0 and Flink 2.0 support was added. [Apache Polaris (Incubating)](https://polaris.apache.org/) catalog integration enabled multi-engine queries with unified governance. Operational simplicity improved with storage-based locking that eliminated external dependencies. New merge modes replaced legacy payload classes with declarative options, and SQL procedures enhanced table management directly in Spark SQL. See more details in the [release blog](https://hudi.apache.org/blog/2025/11/25/apache-hudi-release-1-1-announcement/). Review Comment: The change from "were added" to "was added" may be grammatically incorrect. The subject "Spark 4.0 and Flink 2.0 support" is compound (two items), which typically takes a plural verb form. "were added" would be the grammatically correct choice unless the phrase is intended to refer to a single unified support feature. ```suggestion Spark 4.0 and Flink 2.0 support were added. [Apache Polaris (Incubating)](https://polaris.apache.org/) catalog integration enabled multi-engine queries with unified governance. Operational simplicity improved with storage-based locking that eliminated external dependencies. New merge modes replaced legacy payload classes with declarative options, and SQL procedures enhanced table management directly in Spark SQL. See more details in the [release blog](https://hudi.apache.org/blog/2025/11/25/apache-hudi-release-1-1-announcement/). ``` -- 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]
