Apache Hudi

An open data-lake platform and table format designed for incremental processing, upserts, deletes, and near-real-time pipelines.

Why it matters

Apache Hudi helps data teams design systems that are reliable, understandable, governable, and efficient at scale.

Design considerations

• Define ownership, contracts, and expected consumers.
• Make failure, replay, compatibility, and observability behavior explicit.
• Measure quality, freshness, cost, and operational burden rather than optimizing only throughput.