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https://issues.apache.org/jira/browse/KAFKA-8377?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16930635#comment-16930635
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Aishwarya Pradeep Kumar commented on KAFKA-8377:
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[~mjsax], [~guozhang] based on my understanding I have a few questions:
# Does this mean that every stateful operation on a KTable must be
materialized?
# If that's the case should the user be notified that they need to use a
materialized store for such operations e.g. after the topology optimization we
can suggest that a materialized store needs to be created. I'm not a 100% sure
if we must force create a StateStore (since users may want to pass specific
configurations to the statestore).
# Is it also possible that's users are materializing the state on REDIS or
some other caching mechanism (?)
> KTable#transformValue might lead to incorrect result in joins
> -------------------------------------------------------------
>
> Key: KAFKA-8377
> URL: https://issues.apache.org/jira/browse/KAFKA-8377
> Project: Kafka
> Issue Type: Bug
> Components: streams
> Affects Versions: 2.0.0
> Reporter: Matthias J. Sax
> Assignee: Aishwarya Pradeep Kumar
> Priority: Major
> Labels: newbie++
>
> Kafka Streams uses an optimization to not materialize every result KTable. If
> a non-materialized KTable is input to a join, the lookup into the table
> results in a lookup of the parents table plus a call to the operator. For
> example,
> {code:java}
> KTable nonMaterialized = materializedTable.filter(...);
> KTable table2 = ...
> table2.join(nonMaterialized,...){code}
> If there is a table2 input record, the lookup to the other side is performed
> as a lookup into materializedTable plus applying the filter().
> For stateless operation like filter, this is safe. However,
> #transformValues() might have an attached state store. Hence, when an input
> record r is processed by #transformValues() with current state S, it might
> produce an output record r' (that is not materialized). When the join later
> does a lookup to get r from the parent table, there is no guarantee that
> #transformValues() again produces r' because its state might not be the same
> any longer.
> Hence, it seems to be required, to always materialize the result of a
> KTable#transformValues() operation if there is state. Note, that if there
> would be a consecutive filter() after tranformValue(), it would also be ok to
> materialize the filter() result. Furthermore, if there is no downstream
> join(), materialization is also not required.
> Basically, it seems to be unsafe to apply `KTableValueGetter` on a stateful
> #transformValues()` operator.
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