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Explain the core components of Kafka architecture.

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Kafka's architecture has producers that write events, brokers that store them and consumers that read them, while controllers manage the cluster's metadata. Kafka also calls an event a record.

  • Producers are applications that publish, or write, events and choose each event's partition.
  • Consumers are applications that subscribe to topics and read events in order within each partition.
  • Brokers are the Kafka servers that store events on disk and serve client requests.
  • Topics are named feeds, such as payments, that producers publish to.
  • Partitions split each topic into ordered logs across brokers, for parallelism and scalability.
  • Controllers keep the metadata, such as which topics exist and where each partition lives.

Older clusters kept this metadata in ZooKeeper, a separate coordination service. Since Kafka 4.0, clusters run only in KRaft mode. The controllers agree on each change through Raft, a protocol in which a majority must accept it.

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