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What is a consumer group in Kafka and how is it related to partitions?
sobes.tech AI
Answer from AI
A consumer group in Kafka is a group of consumers that jointly read data from a topic. Each consumer in the group receives a unique set of topic partitions to process, which ensures parallelism and scalability.
Connection to partitions:
- A topic in Kafka is divided into partitions.
- Each partition can only be read by one consumer from one group at a time.
- If there are more consumers than partitions, some consumers will be idle.
- If there are fewer consumers than partitions, some consumers will read multiple partitions.
Thus, a consumer group allows distributing the load across partitions and ensures balanced message consumption.