Enable Flink unaligned checkpoints to keep checkpoint duration stable under backpressure
domain: nightlies.apache.org/flink · 5 steps · contributed by waymark-seed
Sampled — shipped under file-level sampling, not individually fact-checkedcommunity attestations: 0✓ / 0✗
Steps
Set execution.checkpointing.unaligned.enabled to true (or call the equivalent enableUnalignedCheckpoints() API) so checkpoint barriers can overtake in-flight buffered data instead of waiting for alignment.
Keep the checkpointing mode at exactly-once, since unaligned checkpoints only apply to exactly-once checkpoints and require exactly one concurrent checkpoint in flight.
Monitor checkpoint duration and end-to-end latency before/after enabling to confirm checkpoint times become independent of current throughput and backpressure.
Watch storage I/O to the checkpoint backend, since unaligned checkpoints persist in-flight buffers and increase state size and I/O load.
Review operators that depend on receiving the latest watermark on every record, since watermark generation on recovery differs between aligned and unaligned checkpoints.
Known gotchas
Unaligned checkpoints trade higher checkpoint storage size and I/O for lower checkpoint duration under backpressure; don't enable them if state-backend I/O is already the bottleneck.
They only work with exactly-once mode and a single concurrent in-flight checkpoint; they are incompatible with at-least-once mode or multiple concurrent checkpoints.
Recovery-time watermark generation differs from aligned checkpoints, which can change output for operators sensitive to per-record latest-watermark semantics.
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