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Jun Rao
2012-12-18, 16:06
Jay Kreps
2012-12-18, 16:23
Jay Kreps
2012-12-20, 21:04
David Arthur
2012-12-20, 21:31
Jay Kreps
2012-12-20, 22:04
Jay Kreps
2012-12-20, 22:05
David Arthur
2012-12-20, 22:09
Milind Parikh
2012-12-20, 22:15
Jay Kreps
2012-12-20, 22:18
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Re: Offset commit apiJun Rao 2012-12-18, 16:06
Thanks for the proposal. Added a couple of comments to the wiki.
Thanks, Jun On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> wrote: > Hey Guys, > > David has made a bunch of progress on the offset commit api implementation. > > Since this is a public API it would be good to do as much thinking up-front > as possible to minimize future iterations. > > It would be great if folks could do the following: > 1. Read the wiki here: > https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management > 2. Check out the code David wrote here: > https://issues.apache.org/jira/browse/KAFKA-657 > > In particular our hope is that this API can act as the first step in > scaling the way we store offsets (ZK is not really very appropriate for > this). This of course requires having some plan in mind for offset storage. > I have written (and then after getting some initial feedback, rewritten) a > section in the above wiki on how this might work. > > If no one says anything I will be taking a slightly modified patch that > adds this functionality on trunk as soon as David gets in a few minor > tweaks. > > -Jay > +
Jun Rao 2012-12-18, 16:06
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Re: Offset commit apiJay Kreps 2012-12-18, 16:23
Good point about compressed message sets. I think that that works and is
simpler. We might still need the txn id to be able to do the application to the hashmap atomically, but this depends on a number of details that aren't really spec'd out, in particular how the replicas keep their hashmap fed and how we fail over when mastership changes. -Jay On Tue, Dec 18, 2012 at 8:05 AM, Jun Rao <[EMAIL PROTECTED]> wrote: > Thanks for the proposal. Added a couple of comments to the wiki. > > Thanks, > > Jun > > On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> wrote: > > > Hey Guys, > > > > David has made a bunch of progress on the offset commit api > implementation. > > > > Since this is a public API it would be good to do as much thinking > up-front > > as possible to minimize future iterations. > > > > It would be great if folks could do the following: > > 1. Read the wiki here: > > https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management > > 2. Check out the code David wrote here: > > https://issues.apache.org/jira/browse/KAFKA-657 > > > > In particular our hope is that this API can act as the first step in > > scaling the way we store offsets (ZK is not really very appropriate for > > this). This of course requires having some plan in mind for offset > storage. > > I have written (and then after getting some initial feedback, rewritten) > a > > section in the above wiki on how this might work. > > > > If no one says anything I will be taking a slightly modified patch that > > adds this functionality on trunk as soon as David gets in a few minor > > tweaks. > > > > -Jay > > > +
Jay Kreps 2012-12-18, 16:23
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Re: Offset commit apiJay Kreps 2012-12-20, 21:04
Okay I did some assessment of use cases we have which aren't using the
default offset storage API and came up with one generalization. I would like to propose--add a generic metadata field to the offset api on a per-partition basis. So that would leave us with the following: OffsetCommitRequest => ConsumerGroup [TopicName [Partition Offset Metadata]] OffsetFetchResponse => [TopicName [Partition Offset Metadata ErrorCode]] Metadata => string If you want to store a reference to any associated state (say an HDFS file name) so that if the consumption fails over the new consumer can start up with the same state, this would be a place to store that. It would not be intended to support large stuff (we could enforce a 1k limit or something, just something small or a reference on where to find the state (say a file name). Objections? -Jay On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> wrote: > Hey Guys, > > David has made a bunch of progress on the offset commit api implementation. > > Since this is a public API it would be good to do as much thinking > up-front as possible to minimize future iterations. > > It would be great if folks could do the following: > 1. Read the wiki here: > https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management > 2. Check out the code David wrote here: > https://issues.apache.org/jira/browse/KAFKA-657 > > In particular our hope is that this API can act as the first step in > scaling the way we store offsets (ZK is not really very appropriate for > this). This of course requires having some plan in mind for offset storage. > I have written (and then after getting some initial feedback, rewritten) a > section in the above wiki on how this might work. > > If no one says anything I will be taking a slightly modified patch that > adds this functionality on trunk as soon as David gets in a few minor > tweaks. > > -Jay > +
Jay Kreps 2012-12-20, 21:04
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Re: Offset commit apiDavid Arthur 2012-12-20, 21:31
No particular objection, though in order to support atomic writes of
(offset, metadata), we will need to define a protocol for the ZooKeeper payloads. Something like: OffsetPayload => Offset [Metadata] Metadata => length prefixed string should suffice. Otherwise we would have to rely on the multi-write mechanism to keep parallel znodes in sync (I generally don't like things like this). +1 for limiting the size (1kb sounds reasonable) On 12/20/12 4:03 PM, Jay Kreps wrote: > Okay I did some assessment of use cases we have which aren't using the > default offset storage API and came up with one generalization. I would > like to propose--add a generic metadata field to the offset api on a > per-partition basis. So that would leave us with the following: > > OffsetCommitRequest => ConsumerGroup [TopicName [Partition Offset Metadata]] > > OffsetFetchResponse => [TopicName [Partition Offset Metadata ErrorCode]] > > Metadata => string > > If you want to store a reference to any associated state (say an HDFS file > name) so that if the consumption fails over the new consumer can start up > with the same state, this would be a place to store that. It would not be > intended to support large stuff (we could enforce a 1k limit or something, > just something small or a reference on where to find the state (say a file > name). > > Objections? > > -Jay > > > On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> wrote: > >> Hey Guys, >> >> David has made a bunch of progress on the offset commit api implementation. >> >> Since this is a public API it would be good to do as much thinking >> up-front as possible to minimize future iterations. >> >> It would be great if folks could do the following: >> 1. Read the wiki here: >> https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management >> 2. Check out the code David wrote here: >> https://issues.apache.org/jira/browse/KAFKA-657 >> >> In particular our hope is that this API can act as the first step in >> scaling the way we store offsets (ZK is not really very appropriate for >> this). This of course requires having some plan in mind for offset storage. >> I have written (and then after getting some initial feedback, rewritten) a >> section in the above wiki on how this might work. >> >> If no one says anything I will be taking a slightly modified patch that >> adds this functionality on trunk as soon as David gets in a few minor >> tweaks. >> >> -Jay >> +
David Arthur 2012-12-20, 21:31
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Re: Offset commit apiJay Kreps 2012-12-20, 22:04
I actually recommend we just punt on implementing persistence in zk
entirely, otherwise we have to have an upgrade path to grandfather over existing zk data to the new format. Let's just add it in the API and only actually store it out when we redo the backend. We can handle the size limit then too. -Jay On Thu, Dec 20, 2012 at 1:30 PM, David Arthur <[EMAIL PROTECTED]> wrote: > No particular objection, though in order to support atomic writes of > (offset, metadata), we will need to define a protocol for the ZooKeeper > payloads. Something like: > > OffsetPayload => Offset [Metadata] > Metadata => length prefixed string > > should suffice. Otherwise we would have to rely on the multi-write > mechanism to keep parallel znodes in sync (I generally don't like things > like this). > > +1 for limiting the size (1kb sounds reasonable) > > > On 12/20/12 4:03 PM, Jay Kreps wrote: > >> Okay I did some assessment of use cases we have which aren't using the >> default offset storage API and came up with one generalization. I would >> like to propose--add a generic metadata field to the offset api on a >> per-partition basis. So that would leave us with the following: >> >> OffsetCommitRequest => ConsumerGroup [TopicName [Partition Offset >> Metadata]] >> >> OffsetFetchResponse => [TopicName [Partition Offset Metadata ErrorCode]] >> >> Metadata => string >> >> If you want to store a reference to any associated state (say an HDFS file >> name) so that if the consumption fails over the new consumer can start up >> with the same state, this would be a place to store that. It would not be >> intended to support large stuff (we could enforce a 1k limit or something, >> just something small or a reference on where to find the state (say a file >> name). >> >> Objections? >> >> -Jay >> >> >> On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> wrote: >> >> Hey Guys, >>> >>> David has made a bunch of progress on the offset commit api >>> implementation. >>> >>> Since this is a public API it would be good to do as much thinking >>> up-front as possible to minimize future iterations. >>> >>> It would be great if folks could do the following: >>> 1. Read the wiki here: >>> https://cwiki.apache.org/**confluence/display/KAFKA/**Offset+Management<https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management> >>> 2. Check out the code David wrote here: >>> https://issues.apache.org/**jira/browse/KAFKA-657<https://issues.apache.org/jira/browse/KAFKA-657> >>> >>> In particular our hope is that this API can act as the first step in >>> scaling the way we store offsets (ZK is not really very appropriate for >>> this). This of course requires having some plan in mind for offset >>> storage. >>> I have written (and then after getting some initial feedback, rewritten) >>> a >>> section in the above wiki on how this might work. >>> >>> If no one says anything I will be taking a slightly modified patch that >>> adds this functionality on trunk as soon as David gets in a few minor >>> tweaks. >>> >>> -Jay >>> >>> > +
Jay Kreps 2012-12-20, 22:04
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Re: Offset commit apiJay Kreps 2012-12-20, 22:05
Err, to clarify, I meant punt on persisting the metadata not punt on
persisting the offset. Basically that field would be in the protocol but would be unused in this phase. -Jay On Thu, Dec 20, 2012 at 2:03 PM, Jay Kreps <[EMAIL PROTECTED]> wrote: > I actually recommend we just punt on implementing persistence in zk > entirely, otherwise we have to have an upgrade path to grandfather over > existing zk data to the new format. Let's just add it in the API and only > actually store it out when we redo the backend. We can handle the size > limit then too. > > -Jay > > > On Thu, Dec 20, 2012 at 1:30 PM, David Arthur <[EMAIL PROTECTED]> wrote: > >> No particular objection, though in order to support atomic writes of >> (offset, metadata), we will need to define a protocol for the ZooKeeper >> payloads. Something like: >> >> OffsetPayload => Offset [Metadata] >> Metadata => length prefixed string >> >> should suffice. Otherwise we would have to rely on the multi-write >> mechanism to keep parallel znodes in sync (I generally don't like things >> like this). >> >> +1 for limiting the size (1kb sounds reasonable) >> >> >> On 12/20/12 4:03 PM, Jay Kreps wrote: >> >>> Okay I did some assessment of use cases we have which aren't using the >>> default offset storage API and came up with one generalization. I would >>> like to propose--add a generic metadata field to the offset api on a >>> per-partition basis. So that would leave us with the following: >>> >>> OffsetCommitRequest => ConsumerGroup [TopicName [Partition Offset >>> Metadata]] >>> >>> OffsetFetchResponse => [TopicName [Partition Offset Metadata ErrorCode]] >>> >>> Metadata => string >>> >>> If you want to store a reference to any associated state (say an HDFS >>> file >>> name) so that if the consumption fails over the new consumer can start up >>> with the same state, this would be a place to store that. It would not be >>> intended to support large stuff (we could enforce a 1k limit or >>> something, >>> just something small or a reference on where to find the state (say a >>> file >>> name). >>> >>> Objections? >>> >>> -Jay >>> >>> >>> On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> wrote: >>> >>> Hey Guys, >>>> >>>> David has made a bunch of progress on the offset commit api >>>> implementation. >>>> >>>> Since this is a public API it would be good to do as much thinking >>>> up-front as possible to minimize future iterations. >>>> >>>> It would be great if folks could do the following: >>>> 1. Read the wiki here: >>>> https://cwiki.apache.org/**confluence/display/KAFKA/**Offset+Management<https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management> >>>> 2. Check out the code David wrote here: >>>> https://issues.apache.org/**jira/browse/KAFKA-657<https://issues.apache.org/jira/browse/KAFKA-657> >>>> >>>> In particular our hope is that this API can act as the first step in >>>> scaling the way we store offsets (ZK is not really very appropriate for >>>> this). This of course requires having some plan in mind for offset >>>> storage. >>>> I have written (and then after getting some initial feedback, >>>> rewritten) a >>>> section in the above wiki on how this might work. >>>> >>>> If no one says anything I will be taking a slightly modified patch that >>>> adds this functionality on trunk as soon as David gets in a few minor >>>> tweaks. >>>> >>>> -Jay >>>> >>>> >> > +
Jay Kreps 2012-12-20, 22:05
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Re: Offset commit apiDavid Arthur 2012-12-20, 22:09
Sounds good to me
On 12/20/12 5:04 PM, Jay Kreps wrote: > Err, to clarify, I meant punt on persisting the metadata not punt on > persisting the offset. Basically that field would be in the protocol but > would be unused in this phase. > > -Jay > > > On Thu, Dec 20, 2012 at 2:03 PM, Jay Kreps <[EMAIL PROTECTED]> wrote: > >> I actually recommend we just punt on implementing persistence in zk >> entirely, otherwise we have to have an upgrade path to grandfather over >> existing zk data to the new format. Let's just add it in the API and only >> actually store it out when we redo the backend. We can handle the size >> limit then too. >> >> -Jay >> >> >> On Thu, Dec 20, 2012 at 1:30 PM, David Arthur <[EMAIL PROTECTED]> wrote: >> >>> No particular objection, though in order to support atomic writes of >>> (offset, metadata), we will need to define a protocol for the ZooKeeper >>> payloads. Something like: >>> >>> OffsetPayload => Offset [Metadata] >>> Metadata => length prefixed string >>> >>> should suffice. Otherwise we would have to rely on the multi-write >>> mechanism to keep parallel znodes in sync (I generally don't like things >>> like this). >>> >>> +1 for limiting the size (1kb sounds reasonable) >>> >>> >>> On 12/20/12 4:03 PM, Jay Kreps wrote: >>> >>>> Okay I did some assessment of use cases we have which aren't using the >>>> default offset storage API and came up with one generalization. I would >>>> like to propose--add a generic metadata field to the offset api on a >>>> per-partition basis. So that would leave us with the following: >>>> >>>> OffsetCommitRequest => ConsumerGroup [TopicName [Partition Offset >>>> Metadata]] >>>> >>>> OffsetFetchResponse => [TopicName [Partition Offset Metadata ErrorCode]] >>>> >>>> Metadata => string >>>> >>>> If you want to store a reference to any associated state (say an HDFS >>>> file >>>> name) so that if the consumption fails over the new consumer can start up >>>> with the same state, this would be a place to store that. It would not be >>>> intended to support large stuff (we could enforce a 1k limit or >>>> something, >>>> just something small or a reference on where to find the state (say a >>>> file >>>> name). >>>> >>>> Objections? >>>> >>>> -Jay >>>> >>>> >>>> On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> wrote: >>>> >>>> Hey Guys, >>>>> David has made a bunch of progress on the offset commit api >>>>> implementation. >>>>> >>>>> Since this is a public API it would be good to do as much thinking >>>>> up-front as possible to minimize future iterations. >>>>> >>>>> It would be great if folks could do the following: >>>>> 1. Read the wiki here: >>>>> https://cwiki.apache.org/**confluence/display/KAFKA/**Offset+Management<https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management> >>>>> 2. Check out the code David wrote here: >>>>> https://issues.apache.org/**jira/browse/KAFKA-657<https://issues.apache.org/jira/browse/KAFKA-657> >>>>> >>>>> In particular our hope is that this API can act as the first step in >>>>> scaling the way we store offsets (ZK is not really very appropriate for >>>>> this). This of course requires having some plan in mind for offset >>>>> storage. >>>>> I have written (and then after getting some initial feedback, >>>>> rewritten) a >>>>> section in the above wiki on how this might work. >>>>> >>>>> If no one says anything I will be taking a slightly modified patch that >>>>> adds this functionality on trunk as soon as David gets in a few minor >>>>> tweaks. >>>>> >>>>> -Jay >>>>> >>>>> +
David Arthur 2012-12-20, 22:09
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Re: Offset commit apiMilind Parikh 2012-12-20, 22:15
+1 on limiting the size. But could you do 2k instead of 1k? Using Interval
Time Clocks gets you a lot on distributed autonomous processing; but most large scale ITCs go upto 1.5K. http://code.google.com/p/itclocks/ refer to the link on conference paper. Regards Milind On Thu, Dec 20, 2012 at 2:04 PM, Jay Kreps <[EMAIL PROTECTED]> wrote: > Err, to clarify, I meant punt on persisting the metadata not punt on > persisting the offset. Basically that field would be in the protocol but > would be unused in this phase. > > -Jay > > > On Thu, Dec 20, 2012 at 2:03 PM, Jay Kreps <[EMAIL PROTECTED]> wrote: > > > I actually recommend we just punt on implementing persistence in zk > > entirely, otherwise we have to have an upgrade path to grandfather over > > existing zk data to the new format. Let's just add it in the API and only > > actually store it out when we redo the backend. We can handle the size > > limit then too. > > > > -Jay > > > > > > On Thu, Dec 20, 2012 at 1:30 PM, David Arthur <[EMAIL PROTECTED]> wrote: > > > >> No particular objection, though in order to support atomic writes of > >> (offset, metadata), we will need to define a protocol for the ZooKeeper > >> payloads. Something like: > >> > >> OffsetPayload => Offset [Metadata] > >> Metadata => length prefixed string > >> > >> should suffice. Otherwise we would have to rely on the multi-write > >> mechanism to keep parallel znodes in sync (I generally don't like things > >> like this). > >> > >> +1 for limiting the size (1kb sounds reasonable) > >> > >> > >> On 12/20/12 4:03 PM, Jay Kreps wrote: > >> > >>> Okay I did some assessment of use cases we have which aren't using the > >>> default offset storage API and came up with one generalization. I would > >>> like to propose--add a generic metadata field to the offset api on a > >>> per-partition basis. So that would leave us with the following: > >>> > >>> OffsetCommitRequest => ConsumerGroup [TopicName [Partition Offset > >>> Metadata]] > >>> > >>> OffsetFetchResponse => [TopicName [Partition Offset Metadata > ErrorCode]] > >>> > >>> Metadata => string > >>> > >>> If you want to store a reference to any associated state (say an HDFS > >>> file > >>> name) so that if the consumption fails over the new consumer can start > up > >>> with the same state, this would be a place to store that. It would not > be > >>> intended to support large stuff (we could enforce a 1k limit or > >>> something, > >>> just something small or a reference on where to find the state (say a > >>> file > >>> name). > >>> > >>> Objections? > >>> > >>> -Jay > >>> > >>> > >>> On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> > wrote: > >>> > >>> Hey Guys, > >>>> > >>>> David has made a bunch of progress on the offset commit api > >>>> implementation. > >>>> > >>>> Since this is a public API it would be good to do as much thinking > >>>> up-front as possible to minimize future iterations. > >>>> > >>>> It would be great if folks could do the following: > >>>> 1. Read the wiki here: > >>>> > https://cwiki.apache.org/**confluence/display/KAFKA/**Offset+Management< > https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management> > >>>> 2. Check out the code David wrote here: > >>>> https://issues.apache.org/**jira/browse/KAFKA-657< > https://issues.apache.org/jira/browse/KAFKA-657> > >>>> > >>>> In particular our hope is that this API can act as the first step in > >>>> scaling the way we store offsets (ZK is not really very appropriate > for > >>>> this). This of course requires having some plan in mind for offset > >>>> storage. > >>>> I have written (and then after getting some initial feedback, > >>>> rewritten) a > >>>> section in the above wiki on how this might work. > >>>> > >>>> If no one says anything I will be taking a slightly modified patch > that > >>>> adds this functionality on trunk as soon as David gets in a few minor > >>>> tweaks. > >>>> > >>>> -Jay > >>>> > >>>> > >> > > > +
Milind Parikh 2012-12-20, 22:15
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Re: Offset commit apiJay Kreps 2012-12-20, 22:18
Yeah, I just meant that as an example, it should be configurable.
-Jay On Thu, Dec 20, 2012 at 2:15 PM, Milind Parikh <[EMAIL PROTECTED]>wrote: > +1 on limiting the size. But could you do 2k instead of 1k? Using Interval > Time Clocks gets you a lot on distributed autonomous processing; but most > large scale ITCs go upto 1.5K. > > http://code.google.com/p/itclocks/ refer to the link on conference > paper. > > > Regards > Milind > > > > On Thu, Dec 20, 2012 at 2:04 PM, Jay Kreps <[EMAIL PROTECTED]> wrote: > > > Err, to clarify, I meant punt on persisting the metadata not punt on > > persisting the offset. Basically that field would be in the protocol but > > would be unused in this phase. > > > > -Jay > > > > > > On Thu, Dec 20, 2012 at 2:03 PM, Jay Kreps <[EMAIL PROTECTED]> wrote: > > > > > I actually recommend we just punt on implementing persistence in zk > > > entirely, otherwise we have to have an upgrade path to grandfather over > > > existing zk data to the new format. Let's just add it in the API and > only > > > actually store it out when we redo the backend. We can handle the size > > > limit then too. > > > > > > -Jay > > > > > > > > > On Thu, Dec 20, 2012 at 1:30 PM, David Arthur <[EMAIL PROTECTED]> > wrote: > > > > > >> No particular objection, though in order to support atomic writes of > > >> (offset, metadata), we will need to define a protocol for the > ZooKeeper > > >> payloads. Something like: > > >> > > >> OffsetPayload => Offset [Metadata] > > >> Metadata => length prefixed string > > >> > > >> should suffice. Otherwise we would have to rely on the multi-write > > >> mechanism to keep parallel znodes in sync (I generally don't like > things > > >> like this). > > >> > > >> +1 for limiting the size (1kb sounds reasonable) > > >> > > >> > > >> On 12/20/12 4:03 PM, Jay Kreps wrote: > > >> > > >>> Okay I did some assessment of use cases we have which aren't using > the > > >>> default offset storage API and came up with one generalization. I > would > > >>> like to propose--add a generic metadata field to the offset api on a > > >>> per-partition basis. So that would leave us with the following: > > >>> > > >>> OffsetCommitRequest => ConsumerGroup [TopicName [Partition Offset > > >>> Metadata]] > > >>> > > >>> OffsetFetchResponse => [TopicName [Partition Offset Metadata > > ErrorCode]] > > >>> > > >>> Metadata => string > > >>> > > >>> If you want to store a reference to any associated state (say an HDFS > > >>> file > > >>> name) so that if the consumption fails over the new consumer can > start > > up > > >>> with the same state, this would be a place to store that. It would > not > > be > > >>> intended to support large stuff (we could enforce a 1k limit or > > >>> something, > > >>> just something small or a reference on where to find the state (say a > > >>> file > > >>> name). > > >>> > > >>> Objections? > > >>> > > >>> -Jay > > >>> > > >>> > > >>> On Mon, Dec 17, 2012 at 10:45 AM, Jay Kreps <[EMAIL PROTECTED]> > > wrote: > > >>> > > >>> Hey Guys, > > >>>> > > >>>> David has made a bunch of progress on the offset commit api > > >>>> implementation. > > >>>> > > >>>> Since this is a public API it would be good to do as much thinking > > >>>> up-front as possible to minimize future iterations. > > >>>> > > >>>> It would be great if folks could do the following: > > >>>> 1. Read the wiki here: > > >>>> > > https://cwiki.apache.org/**confluence/display/KAFKA/**Offset+Management< > > https://cwiki.apache.org/confluence/display/KAFKA/Offset+Management> > > >>>> 2. Check out the code David wrote here: > > >>>> https://issues.apache.org/**jira/browse/KAFKA-657< > > https://issues.apache.org/jira/browse/KAFKA-657> > > >>>> > > >>>> In particular our hope is that this API can act as the first step in > > >>>> scaling the way we store offsets (ZK is not really very appropriate > > for > > >>>> this). This of course requires having some plan in mind for offset > > >>>> storage. > > >>>> I have written (and then after getting some initial feedback, +
Jay Kreps 2012-12-20, 22:18
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