Status
Current state: Under Discussion
Discussion thread: here
JIRA: here
Motivation
Kafka consumer pipelines the fetching of data in order to maximise performance. Whenever poll(Duration)/poll(long)
is called before any results is returned, another fetch is issued. Albeit benefitting performance, in some circumstances when combined with the use of the pause/resume API
, this optimisation can result in transferring quite a bit of duplicate data over the wire. The reason for this to happen is that whenever poll
is called any prefetched data is thrown away in case the topic-partition is paused. To illustrate the effect with a simple example, imagine that a single KafkaConsumer
instance is assigned two topic partitions TP1
and TP2
. Since the client interested in TP1
cannot handle records as fast than the one in TP2
, we resort to pausing TP1
whenever we are not interested in receiving records for it. This results in the following behavior:
TP1
is resumed and poll is called on it, where poll returns some data- The consumer issues a fetch request in order to pre-fetch the next batch of records for
TP1
TP2
is resumed andTP1
paused (as the consumer ofTP1
is not ready for more records)- All prefetched records for
TP1
are now thrown away. - This cycle repeats indefinitely
This KIP proposes an improvement that allows us to use instead of throwing away the prefetched data.
Public Interfaces
No change
Proposed Changes
The change proposed here is simply to not throw the prefetched data and keep it around until the partition is resumed and polled again.
Compatibility, Deprecation, and Migration Plan
No breaking changes.
Rejected Alternatives
None
1 Comment
Sean Glover
This KIP is no longer applicable now that KAFKA-7548 - Getting issue details... STATUS has been merged.