Ingest, Catalog & Query

Build analytics-ready data warehouses and lakehouses on R2. Stream events via Pipelines, catalog tables with Apache Iceberg, and query with R2 SQL or any compatible engine—all without egress fees.

Zero egress fees

Query your data from any cloud, data platform, or region without incurring transfer costs. R2 never charges for egress.

Always fast

Automatic table maintenance, such as compaction and snapshot expiration, keeps your data performant without the need for scheduling manual maintenance tasks.

Serverless ingestion

Stream and process events via HTTP endpoints or Workers bindings. No Apache Kafka, no Apache Flink, no infrastructure management.

SQL at the edge

Query Iceberg tables directly with R2 SQL or the wrangler CLI. Distributed compute, automatic file pruning.

No infrastructure

No servers to provision, no clusters to manage. Just define a schema, stream data, and query.

Open table format

Apache Iceberg tables means your data is accessible by your favorite query engines—Apache Spark, Snowflake, Trino, DuckDB, and more—via R2 Data Catalog's standard Iceberg REST API.