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From the reporter of KAFKA-6690:
We use Kafka to process the asynchronous events of our Document Management System such as preview generation, indexing for search etc.
The traffic gets generated via Web and Desktop Sync application. In such cases, we had to prioritize the traffic from web and consume them first. But this might lead to the starvation of events from sync if the consumer speed is slow and the event rate is high from web. A solution to handle the starvation with a timeout after which the events are consumed normally for a specified period of time would be great and help us use our resources effectively.
Public Interfaces
The addition of new subscribe API that allows caller to prioritize topics. New class TopicPriority
constructor
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where priority
is a positive integer.
This subscribe
method takes a list of TopicPriority
as a parameter.
Code Block |
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public void subscribe(java.util.List<TopicPriority> topicPriorities); |
This subscribe
method parameter has an additional parameter maxDelta
that's used to prevent starvation Starvation of lower priority topics is not addressed in this KIP and a possible consequence of invoking the API.
Code Block |
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public void subscribe(java.util.List<TopicPriority> topicPriorities, Integer maxDelta); |
If the delta (in minutes) between the oldest message in the highest and lowest priority topics exceeds
maxDelta, then topic prioritization is disabled. When the delta falls below maxDelta then prioritization then can be enabled.
Proposed Changes
The new behavior is only in effect when the user specifies priorities for topics using the above new API. In this case topics are checked starting from highest priority first and then in descending order based on priority. All events must be consumed from a higher priority topic before consumption is performed on a lower priority topic.
Note that the issue of starvation of lower priority topics has been discussed in the most recent thread. The above API will be extended to handle starvation. One idea is to check the delta between the oldest messages in the different topics. The consumer would then revert to using no priorities when the delta reaches a max threshold for the delta, and then re-enable prioritization after achieving a min thresholdand is intended by design.
Compatibility, Deprecation, and Migration Plan
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