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What is partitioning in Kafka?

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Answer from AI

Partitioning in Kafka is a mechanism of dividing a topic into several independent parts called partitions. Each partition is an ordered, immutable log of messages that can be accessed independently.

Partitioning allows:

  • Parallel processing of messages, as different partitions can be processed by different consumers simultaneously.
  • Scaling performance and storage by distributing data across different brokers.
  • Ensuring message order within a partition, which is important for correct processing of sequential events.

The producer, when sending a message, chooses a partition using the message key or a distribution algorithm. Consumers read data from partitions, and a consumer group can process different partitions of a topic in parallel.