Eno Thereska commented on KAFKA-3559:

[~guozhang] actually let's keep this JIRA, no need to create another one after 

> Task creation time taking too long in rebalance callback
> --------------------------------------------------------
>                 Key: KAFKA-3559
>                 URL: https://issues.apache.org/jira/browse/KAFKA-3559
>             Project: Kafka
>          Issue Type: Improvement
>          Components: streams
>            Reporter: Guozhang Wang
>            Assignee: Eno Thereska
>              Labels: architecture
>             Fix For:
> Currently in Kafka Streams, we create stream tasks upon getting newly 
> assigned partitions in rebalance callback function {code} onPartitionAssigned 
> {code}, which involves initialization of the processor state stores as well 
> (including opening the rocksDB, restore the store from changelog, etc, which 
> takes time).
> With a large number of state stores, the initialization time itself could 
> take tens of seconds, which usually is larger than the consumer session 
> timeout. As a result, when the callback is completed, the consumer is already 
> treated as failed by the coordinator and rebalance again.
> We need to consider if we can optimize the initialization process, or move it 
> out of the callback function, and while initializing the stores one-by-one, 
> use poll call to send heartbeats to avoid being kicked out by coordinator.

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