What is the behavior of a producer when using acks = all?

The leader waits for acknowledgment from in-sync replicas

When a producer sets the acknowledgment configuration to "acks = all," it requires the leader broker to wait for acknowledgment not just from the leader itself but also from all in-sync replicas. This configuration ensures that messages are considered successfully written only when they are fully replicated to all in-sync replicas, providing a higher level of durability and reliability.

This behavior is crucial in scenarios where data loss is not acceptable, as it guarantees that the message is safely stored across multiple brokers. If the leader receives acknowledgments from all in-sync replicas, only then will it confirm the write to the producer. This approach contrasts with other acknowledgment settings; for example, when ack is set to "1," the message is considered successfully sent as soon as the leader broker persists it, irrespective of the state of the replicas.

Overall, using "acks = all" enhances data integrity and durability in a Kafka system, making it suitable for critical data streams where ensuring that messages are fully replicated is essential.

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The leader ignores all other replicas

The producer cannot send any new messages

The leader acknowledges immediately

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