Junior — Middle
How to determine the optimal number of sections for a topic in a messaging system?
sobes.tech AI
Answer from AI
The optimal number of partitions for a topic in a messaging system (e.g., Apache Kafka) depends on several factors:
- Volume and speed of message intake. The higher the load, the more partitions are needed for parallel processing.
- Number of consumers. Partitions allow scaling consumption: each consumer can read from one or more partitions.
- Requirements for message processing order. Messages within a partition are ordered, but order across partitions is not guaranteed.
- Infrastructure resources. More partitions mean more load on brokers and controllers.
It is recommended to:
- Start with a number of partitions equal to or slightly exceeding the number of consumers to ensure parallelism.
- Consider future growth in load and scalability options.
- Avoid too many partitions unnecessarily to prevent management complexity and reduce performance.
Example: if you have 5 consumers and expect high load, you can create 6-10 partitions to balance between parallelism and manageability.