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This article explains the new support for SQL aggregations in Cloudflare's R2 SQL, which allows users to summarize large datasets effectively. It covers how to use aggregation queries, the importance of pre-aggregates, and introduces the concepts of scatter-gather and shuffling for efficient data processing.