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What are message queues (Kafka) used for? What is offset? What is the structure: topic, partition, message?
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Answer from AI
Message queues in Kafka are used for transmitting data between systems or components asynchronously, providing high performance, scalability, and fault tolerance.
Offset is a unique sequential number of a message within a partition, allowing consumers to track which messages they have already read. Offset guarantees that messages can be read sequentially and re-read if necessary.
Kafka structure:
- Topic — a logical category or channel where messages are published. For example, "user_events".
- Partition — a division within a topic that stores an ordered set of messages. Partitions allow scaling the topic and provide parallelism.
- Message — an individual message with a key, value, and metadata, published to a partition.
Example: The "orders" topic may have 3 partitions. Each partition contains a sequence of messages with a unique offset. The consumer reads messages from partitions, using the offset to track progress.