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Status

Current state: [One of "Under Discussion", "Accepted", "Rejected"]

Discussion thread: here [Change the link from the KIP proposal email archive to your own email thread]

JIRA: KAFKA-16810 - Getting issue details... STATUS

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Motivation

The kafka-consumer-perf-test tool is a great tool for quickly assessing raw consumer performance. Currently, it subscribes to all partitions and provides an overview of the entire cluster's performance. However, the tool does not support testing the performance of a single broker or partition. Introducing this capability would be highly beneficial for debugging and estimating capacity and resource requirements.

In a real-world scenario, our production environment encountered an issue where a Spark Structured Streaming consumer was experiencing lag. This lag was due to some tasks taking longer to complete. Despite all tasks reading from different partitions with an equal number of records to process, the fetch-time for some partitions was noticeably higher than for others. By modifying the kafka-consumer-perf-test tool to test individual partitions, we were able to isolate the problem to a single broker with a faulty switch.

This modification provided the Hardware team with a straightforward method to conduct experiments and verify resolutions, ultimately streamlining the troubleshooting process and ensuring smoother operations.

Public Interfaces

Add following new optional parameters to kafka-consumer-perf-test:

• partitions
  List of partitions to fetch data from. Multiple partitions can be provided as a comma-separated list. e.g. --partitions 0,1,2
• offsets
  List of offsets to start reading from. If specified, the list must have the same number of elements as the partitions list in the same sequence. If not specified, starts reading from earliest unless --from-latest is specified. Only works with --partitions option.

Proposed Changes

Describe the new thing you want to do in appropriate detail. This may be fairly extensive and have large subsections of its own. Or it may be a few sentences. Use judgement based on the scope of the change.

Compatibility, Deprecation, and Migration Plan

• What impact (if any) will there be on existing users?
• If we are changing behavior how will we phase out the older behavior?
• If we need special migration tools, describe them here.
• When will we remove the existing behavior?

Test Plan

Describe in few sentences how the KIP will be tested. We are mostly interested in system tests (since unit-tests are specific to implementation details). How will we know that the implementation works as expected? How will we know nothing broke?

Rejected Alternatives

If there are alternative ways of accomplishing the same thing, what were they? The purpose of this section is to motivate why the design is the way it is and not some other way.