Hi Ben, Now, on to your first question of how deal with consumer rebalances. The short answer is that the application needs to ensure that the the assignment of input partitions to appId is consistent across rebalances.
For Kafka streams, they already ensure that the mapping of input partitions to task Id is invariant across rebalances by implementing a custom sticky assignor. Other non-streams apps can trivially have one producer per input partition and have the appId be the same as the partition number to achieve the same effect. With this precondition in place, we can maintain transactions across rebalances. Hope this answers your question. Thanks, Apurva On Tue, Dec 6, 2016 at 3:22 PM, Ben Kirwin <b...@kirw.in> wrote: > Thanks for this! I'm looking forward to going through the full proposal in > detail soon; a few early questions: > > First: what happens when a consumer rebalances in the middle of a > transaction? The full documentation suggests that such a transaction ought > to be rejected: > > > [...] if a rebalance has happened and this consumer > > instance becomes a zombie, even if this offset message is appended in the > > offset topic, the transaction will be rejected later on when it tries to > > commit the transaction via the EndTxnRequest. > > ...but it's unclear to me how we ensure that a transaction can't complete > if a rebalance has happened. (It's quite possible I'm missing something > obvious!) > > As a concrete example: suppose a process with PID 1 adds offsets for some > partition to a transaction; a consumer rebalance happens that assigns the > partition to a process with PID 2, which adds some offsets to its current > transaction; both processes try and commit. Allowing both commits would > cause the messages to be processed twice -- how is that avoided? > > Second: App IDs normally map to a single PID. It seems like one could do > away with the PID concept entirely, and just use App IDs in most places > that require a PID. This feels like it would be significantly simpler, > though it does increase the message size. Are there other reasons why the > App ID / PID split is necessary? > > On Wed, Nov 30, 2016 at 2:19 PM, Guozhang Wang <wangg...@gmail.com> wrote: > > > Hi all, > > > > I have just created KIP-98 to enhance Kafka with exactly once delivery > > semantics: > > > > *https://cwiki.apache.org/confluence/display/KAFKA/KIP- > > 98+-+Exactly+Once+Delivery+and+Transactional+Messaging > > <https://cwiki.apache.org/confluence/display/KAFKA/KIP- > > 98+-+Exactly+Once+Delivery+and+Transactional+Messaging>* > > > > This KIP adds a transactional messaging mechanism along with an > idempotent > > producer implementation to make sure that 1) duplicated messages sent > from > > the same identified producer can be detected on the broker side, and 2) a > > group of messages sent within a transaction will atomically be either > > reflected and fetchable to consumers or not as a whole. > > > > The above wiki page provides a high-level view of the proposed changes as > > well as summarized guarantees. Initial draft of the detailed > implementation > > design is described in this Google doc: > > > > https://docs.google.com/document/d/11Jqy_GjUGtdXJK94XGsEIK7CP1SnQGdp2eF > > 0wSw9ra8 > > > > > > We would love to hear your comments and suggestions. > > > > Thanks, > > > > -- Guozhang > > >
