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Scenario 02.3.2 · Stuck consumer & max.poll.interval.ms

Kafka max.poll.interval.ms: evicting a stuck consumer

Consumer groups · Intermediate · about 3 min · Apache Kafka 4.3

A consumer stuck processing keeps its session alive (it heartbeats) but stops polling - its partitions lag - until max.poll.interval.ms elapses and it leaves the group, handing its partitions to a survivor.

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c1 stuck processing · p0 stalls, c2 keeps consuming. t+2.500s

c1 got stuck processing at t=1000. It still heartbeats (its session never times out) and still owns p0, but it no longer polls - so new records on p0 are NOT consumed and its lag grows, while c2 keeps draining p1. Unlike a crash, the member is alive: this is the max.poll.interval.ms failure, not session.timeout.ms.

Open at this step: step 3, c1 stuck processing · p0 stalls, c2 keeps consuming

What you start with

A consumer stuck in processing still sends heartbeats, so session.timeout.ms never fires - but it stops calling poll(). max.poll.interval.ms is the separate guard: when too long passes between polls, the consumer's heartbeat thread leaves the group and its partitions are reassigned to a survivor.

Step by step

  1. Two-member group ready t+0.000s A 2-partition topic with a cooperative-sticky group of two consumers: c1 owns p0, c2 owns p1. max.poll.interval.ms is 2000 ms. Press play. Open at this step: step 1, Two-member group ready
  2. Both consuming · lag 0 t+0.900s One record landed on each partition; c1 drained p0 and c2 drained p1. Both members are caught up. Open at this step: step 2, Both consuming · lag 0
  3. c1 stuck processing · p0 stalls, c2 keeps consuming t+2.500s c1 got stuck processing at t=1000. It still heartbeats (its session never times out) and still owns p0, but it no longer polls - so new records on p0 are NOT consumed and its lag grows, while c2 keeps draining p1. Unlike a crash, the member is alive: this is the max.poll.interval.ms failure, not session.timeout.ms. Open at this step: step 3, c1 stuck processing · p0 stalls, c2 keeps consuming
  4. Evicted · survivor took over t+4.000s At t=3000 max.poll.interval.ms expired: c1's heartbeat thread left the group (max.poll.interval.ms exceeded) and p0 rebalanced onto the survivor c2, which now owns both partitions and has drained p0 back to lag 0 - the same revoke→assign rebalance a crash eviction uses. Open at this step: step 4, Evicted · survivor took over

The takeaway

Heartbeats prove a consumer is alive; max.poll.interval.ms proves it is making progress - a slow record handler can be evicted for stalling even while it heartbeats normally.

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Further reading

Apache Kafka documentation

Troubleshooting

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