Cloudflare R2 SQL Gets Aggregations: Analytics Boost

Alps Wang

Alps Wang

Jan 17, 2026 · 1 views

Analyzing Cloudflare's Edge Analytics

Cloudflare's introduction of aggregations in R2 SQL represents a notable step forward in making object storage more useful for analytical workloads. By enabling SQL queries directly on data stored in R2, Cloudflare reduces the need for developers to move data to separate data warehouses, streamlining the development process and potentially lowering costs. The support for standard aggregation functions like SUM, COUNT, AVG, MIN, and MAX, along with GROUP BY and HAVING clauses, significantly expands the analytical capabilities available within the R2 environment. This is particularly relevant for use cases such as log analysis, report generation, and trend identification, all of which are common tasks for developers working with cloud-based data. The implementation using a distributed scatter-gather approach hints at the scalability and performance considerations Cloudflare is addressing, which is crucial given the potential for large datasets stored in R2.

Key Points

  • Cloudflare R2 SQL now supports aggregation functions (SUM, COUNT, AVG, MIN, MAX) and GROUP BY/HAVING clauses, enabling direct SQL analytics on data stored in R2.

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📖 Source: Cloudflare Introduces Aggregations in R2 SQL for Data Analytics

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