You mean, the performance issue related to `#all` or `#range` query. Right?
I reviewed the second approach (i.e., extending `ValueGetter`), and this
approach is worth trying. Since KIP-508 was dropped from 2.7.0 release, we
have enough time now.

Let me have a try. I think we can have a rough one by this weekend.

Regards,
Dongjin

On Thu, Oct 1, 2020 at 4:52 AM John Roesler <vvcep...@apache.org> wrote:

> Thanks Dongjin,
>
> It typically is nicer to be able to see usage examples, so
> I'd certainly be in favor if you're willing to add it to the
> KIP.
>
> I'm wondering if it's possible to implement the whole
> ReadOnlyKeyValueStore interface as proposed, if we really go
> ahead and just internally query into the suppression buffer
> as well as using the upstream ValueGetter. The reason is
> twofold:
> 1. The suppression buffer is ordered by arrival time, not by
> key. There is a by-key index, but it is also not ordered the
> same way that in-memory stores are ordered. Thus, we'd have
> a hard time implementing key-based range scans.
> 2. The internal ValueGetter interface only supports get-by-
> key lookups, so it would also need to be expanded to support
> range scans on the parent table.
>
> Neither of these problems are insurmountable, but I'm
> wondering if we _want_ to surmount them right now. Or should
> we instead just throw an UnsupportedOperationException on
> any API call that's inconvenient to implement right now?
> Then, we could get incremental value by first supporting
> (eg) key-based lookups and adding scans later.
>
> Or does this mean that our design so far is invalid, and we
> should really just make people provision a separate
> Materialized downstream? To pull this off, we'd need to
> first address KIP-300's challenges, though.
>
> I'm honestly not sure what the right call is here.
>
> Thanks,
> -John
>
> On Thu, 2020-10-01 at 01:50 +0900, Dongjin Lee wrote:
> > > It seems like it must be a ReadOnlyKeyValueStore. Does that sound
> right?
> >
> > Yes, it is. Would it be better to add a detailed description of how this
> > feature effects interactive query, with examples?
> >
> > Best,
> > Dongjin
> >
> > On Tue, Sep 29, 2020 at 10:31 AM John Roesler <vvcep...@apache.org>
> wrote:
> >
> > > Hi Dongjin,
> > >
> > > Thanks! Sorry, I missed your prior message. The proposed API looks
> good to
> > > me.
> > >
> > > I’m wondering if we should specify what kind of store view would be
> > > returned when querying the operation result. It seems like it must be a
> > > ReadOnlyKeyValueStore. Does that sound right?
> > >
> > > Thanks!
> > > John
> > >
> > > On Mon, Sep 28, 2020, at 10:06, Dongjin Lee wrote:
> > > > Hi John,
> > > >
> > > > I updated the KIP with the discussion above. The 'Public Interfaces'
> > > > section describes the new API, and the 'Rejected Alternatives'
> section
> > > > describes the reasoning about why we selected this API design and
> > > rejected
> > > > the other alternatives.
> > > >
> > > > Please have a look when you are free. And please note that the KIP
> freeze
> > > > for 2.7.0 is imminent.
> > > >
> > > > Thanks,
> > > > Dongjin
> > > >
> > > > On Mon, Sep 21, 2020 at 11:35 PM Dongjin Lee <dong...@apache.org>
> wrote:
> > > >
> > > > > Hi John,
> > > > >
> > > > > I updated the PR applying the API changes we discussed above. I am
> now
> > > > > updating the KIP document.
> > > > >
> > > > > Thanks,
> > > > > Dongjin
> > > > >
> > > > > On Sat, Sep 19, 2020 at 10:42 AM John Roesler <vvcep...@apache.org
> >
> > > wrote:
> > > > > > Hi Dongjin,
> > > > > >
> > > > > > Yes, that’s right. My the time of KIP-307, we had no choice but
> to
> > > add a
> > > > > > second name. But we do have a choice with Suppress.
> > > > > >
> > > > > > Thanks!
> > > > > > -John
> > > > > >
> > > > > > On Thu, Sep 17, 2020, at 13:14, Dongjin Lee wrote:
> > > > > > > Hi John,
> > > > > > >
> > > > > > > I just reviewed KIP-307. As far as I understood, ...
> > > > > > >
> > > > > > > 1. There was Materialized name initially.
> > > > > > > 2. With KIP-307, Named Operations were added.
> > > > > > > 3. Now we have two options for materializing suppression. If
> we take
> > > > > > > Materialized name here, we have two names for the same
> operation,
> > > which
> > > > > > is
> > > > > > > not feasible.
> > > > > > >
> > > > > > > Do I understand correctly?
> > > > > > >
> > > > > > > > Do you have a use case in mind for having two separate names
> for
> > > the
> > > > > > > operation and the view?
> > > > > > >
> > > > > > > No. I am now entirely convinced with your suggestion.
> > > > > > >
> > > > > > > I just started to update the draft implementation. If I
> understand
> > > > > > > correctly, please notify me; I will update the KIP by adding
> the
> > > > > > discussion
> > > > > > > above.
> > > > > > >
> > > > > > > Best,
> > > > > > > Dongjin
> > > > > > >
> > > > > > > On Thu, Sep 17, 2020 at 11:06 AM John Roesler <
> vvcep...@apache.org>
> > > > > > wrote:
> > > > > > > > Hi Dongjin,
> > > > > > > >
> > > > > > > > Thanks for the reply. Yes, that’s correct, we added that
> method to
> > > > > > name
> > > > > > > > the operation. But the operation seems synonymous with the
> view
> > > > > > produced
> > > > > > > > the operation, right?
> > > > > > > >
> > > > > > > > During KIP-307, I remember thinking that it’s unfortunate
> the we
> > > had
> > > > > > to
> > > > > > > > have two different “name” concepts for the same thing just
> because
> > > > > > setting
> > > > > > > > the name on Materialized is equivalent both to making it
> > > queriable and
> > > > > > > > actually materializing it.
> > > > > > > >
> > > > > > > > If we were to reconsider the API, it would be nice to treat
> these
> > > > > > three as
> > > > > > > > orthogonal:
> > > > > > > > * specify a name
> > > > > > > > * flag to make the view queriable
> > > > > > > > * flag to materialize the view
> > > > > > > >
> > > > > > > > That was the context behind my suggestion. Do you have a use
> case
> > > in
> > > > > > mind
> > > > > > > > for having two separate names for the operation and the view?
> > > > > > > >
> > > > > > > > Thanks,
> > > > > > > > John
> > > > > > > >
> > > > > > > > On Wed, Sep 16, 2020, at 11:43, Dongjin Lee wrote:
> > > > > > > > > Hi John,
> > > > > > > > >
> > > > > > > > > It seems like the available alternatives in this point is
> clear:
> > > > > > > > >
> > > > > > > > > 1. Pass queriable name as a separate parameter (i.e.,
> > > > > > > > > `KTable#suppress(Suppressed, String)`)
> > > > > > > > > 2. Make use of the Suppression processor name as a
> queryable
> > > name by
> > > > > > > > adding
> > > > > > > > > `enableQuery` optional flag to `Suppressed`.
> > > > > > > > >
> > > > > > > > > However, I doubt the second approach a little bit; As far
> as I
> > > > > > know, the
> > > > > > > > > processor name is introduced in KIP-307[^1] to make
> debugging
> > > > > > topology
> > > > > > > > easy
> > > > > > > > > and understandable. Since the processor name is an
> independent
> > > > > > concept
> > > > > > > > with
> > > > > > > > > the materialization, I feel the first approach is more
> natural
> > > and
> > > > > > > > > consistent. Is there any specific reason that you prefer
> the
> > > second
> > > > > > > > > approach?
> > > > > > > > >
> > > > > > > > > Thanks,
> > > > > > > > > Dongjin
> > > > > > > > >
> > > > > > > > > [^1]:
> > > > > > > > >
> > >
> https://cwiki.apache.org/confluence/display/KAFKA/KIP-307%3A+Allow+to+define+custom+processor+names+with+KStreams+DSL
> > > > > > > > >
> > > > > > > > >
> > > > > > > > > On Wed, Sep 16, 2020 at 11:48 PM John Roesler <
> > > vvcep...@apache.org>
> > > > > > > > wrote:
> > > > > > > > > > Hi Dongjin,
> > > > > > > > > >
> > > > > > > > > > Yes, that's where I was leaning. Although, I'd prefer
> adding
> > > > > > > > > > the option to Suppressed instead of adding a new
> argument to
> > > > > > > > > > the method call.
> > > > > > > > > >
> > > > > > > > > > What do you think about:
> > > > > > > > > >
> > > > > > > > > > class Suppressed<K> {
> > > > > > > > > > +  public Suppressed<K> enableQuery();
> > > > > > > > > > }
> > > > > > > > > >
> > > > > > > > > > Since Suppressed already has `withName(String)`, it seems
> > > > > > > > > > like all we need to add is a boolean flag.
> > > > > > > > > >
> > > > > > > > > > Does that seem sensible to you?
> > > > > > > > > >
> > > > > > > > > > Thanks,
> > > > > > > > > > -John
> > > > > > > > > >
> > > > > > > > > > On Wed, 2020-09-16 at 21:50 +0900, Dongjin Lee wrote:
> > > > > > > > > > > Hi John,
> > > > > > > > > > >
> > > > > > > > > > > > Although it's not great to have "special snowflakes"
> in
> > > the
> > > > > > API,
> > > > > > > > > > Choice B
> > > > > > > > > > > does seem safer in the short term. We would basically
> be
> > > > > > proposing a
> > > > > > > > > > > temporary API to make the suppressed view queriable
> without
> > > a
> > > > > > > > > > Materialized
> > > > > > > > > > > argument.
> > > > > > > > > > >
> > > > > > > > > > > Then, it seems like you prefer
> `KTable#suppress(Suppressed,
> > > > > > String)`
> > > > > > > > > > (i.e.,
> > > > > > > > > > > queriable name only as a parameter) for this time, and
> > > refine
> > > > > > API
> > > > > > > > with
> > > > > > > > > > the
> > > > > > > > > > > other related KIPs later.
> > > > > > > > > > >
> > > > > > > > > > > Do I understand correctly?
> > > > > > > > > > >
> > > > > > > > > > > Thanks,
> > > > > > > > > > > Dongjin
> > > > > > > > > > >
> > > > > > > > > > > On Wed, Sep 16, 2020 at 2:17 AM John Roesler <
> > > > > > vvcep...@apache.org>
> > > > > > > > > > wrote:
> > > > > > > > > > > > Hi Dongjin,
> > > > > > > > > > > >
> > > > > > > > > > > > Thanks for presenting these options. The concern that
> > > > > > > > > > > > Matthias brought up is a very deep problem that
> afflicts
> > > all
> > > > > > > > > > > > operations downstream of windowing operations. It's
> the
> > > same
> > > > > > > > > > > > thing that derailed KIP-300. For the larger context,
> I
> > > have
> > > > > > > > > > > > developed a couple of approaches to resolve this
> > > situation,
> > > > > > > > > > > > but I think it makes sense to finish up KIP-478
> before
> > > > > > > > > > > > presenting them.
> > > > > > > > > > > >
> > > > > > > > > > > > However, I don't think that we need in particular to
> block
> > > > > > > > > > > > the current proposal on solving that long-running
> and deep
> > > > > > > > > > > > issue with the DSL. Instead, we should make a
> top-level
> > > > > > > > > > > > decision whether to:
> > > > > > > > > > > >
> > > > > > > > > > > > A: Make Suppress just like all the other KTable
> > > operations.
> > > > > > > > > > > > It will have the same pathological behavior that the
> > > keyset
> > > > > > > > > > > > is unbounded while the store implementation is only a
> > > > > > > > > > > > KeyValueStore. Again, this exact pathology currently
> > > affects
> > > > > > > > > > > > all KTable operations that follow from windowing
> > > operations.
> > > > > > > > > > > > For example, it applies to the current workaround
> that
> > > > > > > > > > > > Dongjin documented in the KIP:
> > > > > > > > > > > > suppress().filter(Materialized<KeyValueStore>). This
> is
> > > > > > > > > > > > Option 2 that Dongjin presented.
> > > > > > > > > > > >
> > > > > > > > > > > > B: Do something different with Suppress in order to
> side-
> > > > > > > > > > > > step the problem. For example, Suppress does not
> _need_ to
> > > > > > > > > > > > have a separate state store at all. If we just give
> > > people a
> > > > > > > > > > > > switch to make the operation queriable, we can
> implement a
> > > > > > > > > > > > ReadOnlyKeyValueStore interface by querying the
> > > "priorValue"
> > > > > > > > > > > > of the buffer first and then querying the upstream
> > > > > > > > > > > > ValueGetter. This broad category of "do something
> > > different
> > > > > > > > > > > > with Suppress" encompases Option 1 and Option 3 that
> > > Dongjin
> > > > > > > > > > > > presented.
> > > > > > > > > > > >
> > > > > > > > > > > >
> > > > > > > > > > > > Speaking personally, I think Choice A would be the
> most
> > > > > > > > > > > > obvious and least weird choice, but it presents a
> serious
> > > > > > > > > > > > risk of escalating the severity of the problem of
> > > unbounded
> > > > > > > > > > > > state. This is currently a risk that we're aware of,
> but
> > > has
> > > > > > > > > > > > not yet become a big problem in practice. As Matthias
> > > > > > > > > > > > pointed out, Suppress is far more likely to be used
> > > > > > > > > > > > downstream of windowed tables than other operations,
> so
> > > > > > > > > > > > having a Materialized<KVStore> overload has the
> > > significant
> > > > > > > > > > > > risk of getting people into a bad state. Note,
> broadly
> > > > > > > > > > > > advertising the workaround from the KIP would have
> the
> > > exact
> > > > > > > > > > > > same impact, so we should be careful about
> recommending
> > > it.
> > > > > > > > > > > > Although it's not great to have "special snowflakes"
> in
> > > the
> > > > > > > > > > > > API, Choice B does seem safer in the short term. We
> would
> > > > > > > > > > > > basically be proposing a temporary API to make the
> > > > > > > > > > > > suppressed view queriable without a Materialized
> argument.
> > > > > > > > > > > > Then, once we fix the main KIP-300 problem, we would
> look
> > > at
> > > > > > > > > > > > converging Suppress with the rest of the KTable
> > > > > > > > > > > > materialization APIs.
> > > > > > > > > > > >
> > > > > > > > > > > > WDYT?
> > > > > > > > > > > > Thanks,
> > > > > > > > > > > > -John
> > > > > > > > > > > >
> > > > > > > > > > > >
> > > > > > > > > > > > On Wed, 2020-09-16 at 00:01 +0900, Dongjin Lee wrote:
> > > > > > > > > > > > > Hi Matthias,
> > > > > > > > > > > > >
> > > > > > > > > > > > > Thank you very much for the detailed feedback.
> Here are
> > > my
> > > > > > > > opinions:
> > > > > > > > > > > > > > Because there is no final result for non-windowed
> > > > > > KTables, it
> > > > > > > > seems
> > > > > > > > > > > > that
> > > > > > > > > > > > > this new feature only make sense for the
> > > > > > windowed-aggregation
> > > > > > > > case?
> > > > > > > > > > > > > I think a little bit different. Of course, for
> windowed
> > > > > > KTable,
> > > > > > > > this
> > > > > > > > > > > > > feature provides the final state; for non-windowed
> > > KTables,
> > > > > > it
> > > > > > > > > > provides a
> > > > > > > > > > > > > view to the records received more than the
> predefined
> > > > > > waiting
> > > > > > > > time
> > > > > > > > > > ago -
> > > > > > > > > > > > > excluding the records that are waiting for more
> events.
> > > > > > > > > > > > >
> > > > > > > > > > > > > > Thus, the signature of `Materialized` should
> take a
> > > > > > > > `WindowStore`
> > > > > > > > > > > > instead
> > > > > > > > > > > > > of a `KeyValueStore`?
> > > > > > > > > > > > >
> > > > > > > > > > > > > I reviewed the implementation following your
> comments
> > > and
> > > > > > found
> > > > > > > > the
> > > > > > > > > > > > > following:
> > > > > > > > > > > > >
> > > > > > > > > > > > > 1. `Materialized` instance includes the following:
> > > KeySerde,
> > > > > > > > > > ValueSerde,
> > > > > > > > > > > > > StoreSupplier, and Queriable Name.
> > > > > > > > > > > > > 2. The other `Materialized` method variants in
> `KTable`
> > > are
> > > > > > > > making
> > > > > > > > > > use of
> > > > > > > > > > > > > KeySerde, ValueSerde, and Queriable Name only.
> (That is,
> > > > > > > > > > StoreSupplier is
> > > > > > > > > > > > > ignored.)
> > > > > > > > > > > > > 3. `KTable#suppress(Suppressed, Materialized)`
> uses the
> > > > > > Queriable
> > > > > > > > > > Name
> > > > > > > > > > > > > only. StoreSupplier is also ignored.
> > > > > > > > > > > > >
> > > > > > > > > > > > > So, we have three choices for the method signature:
> > > > > > > > > > > > >
> > > > > > > > > > > > > 1. `KTable#suppress(Suppressed, String)` (i.e.,
> passing
> > > the
> > > > > > > > Queriable
> > > > > > > > > > > > Name
> > > > > > > > > > > > > only):
> > > > > > > > > > > > >
> > > > > > > > > > > > >   This is the simplest; however, it is inconsistent
> > > with the
> > > > > > > > other
> > > > > > > > > > > > > Materialized variant methods.
> > > > > > > > > > > > >
> > > > > > > > > > > > > 2. `KTable#suppress(Suppressed, Materialized<K, V,
> > > > > > > > KeyValueStore>)`
> > > > > > > > > > > > (i.e.,
> > > > > > > > > > > > > current proposal)
> > > > > > > > > > > > >
> > > > > > > > > > > > >   This approach is harmless at this point, for
> > > > > > StoreSupplier is
> > > > > > > > > > ignored;
> > > > > > > > > > > > > However, since suppression can be used to both of
> > > > > > > > `KeyValueStore` and
> > > > > > > > > > > > > `WindowStore`, this approach is not only weird but
> also
> > > > > > leaving
> > > > > > > > some
> > > > > > > > > > > > > potential risk to the future. (On second thoughts,
> I
> > > agree,
> > > > > > this
> > > > > > > > API
> > > > > > > > > > > > design
> > > > > > > > > > > > > is bad and dangerous.)
> > > > > > > > > > > > >
> > > > > > > > > > > > > 3. `KTable#suppress(Suppressed, Materialized<K, V,
> > > > > > StateStore>)`
> > > > > > > > > > > > >   This approach embraces both of `KeyValueStore`
> and
> > > > > > > > `WindowStore`
> > > > > > > > > > cases.
> > > > > > > > > > > > > Since the concrete class type of `Suppressed`
> instance
> > > > > > differs
> > > > > > > > for
> > > > > > > > > > the
> > > > > > > > > > > > > `StateStore`[^1], it seems like we can validate the
> > > > > > arguments on
> > > > > > > > the
> > > > > > > > > > > > method
> > > > > > > > > > > > > call. (e.g., throw `IllegalArgumentException` if
> when
> > > > > > > > `Suppressed`
> > > > > > > > > > > > instance
> > > > > > > > > > > > > on `KeyValueStore` is given with `Materialized`
> > > instance of
> > > > > > > > > > > > `WindowStore`.)
> > > > > > > > > > > > > This approach not only breaks the API consistency
> but
> > > also
> > > > > > guards
> > > > > > > > > > from a
> > > > > > > > > > > > > miss-usage of the API.
> > > > > > > > > > > > >
> > > > > > > > > > > > > How do you think? I am now making a try on the
> third
> > > > > > approach.
> > > > > > > > > > > > > Thanks,
> > > > > > > > > > > > > Dongjin
> > > > > > > > > > > > >
> > > > > > > > > > > > > [^1]: `SuppressedInternal` for `KeyValueStore` and
> > > > > > > > > > > > > `FinalResultsSuppressionBuilder` for `WindowStore`.
> > > > > > > > > > > > >
> > > > > > > > > > > > > On Sat, Sep 12, 2020 at 3:29 AM Matthias J. Sax <
> > > > > > > > mj...@apache.org>
> > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > Thanks for updating the KIP.
> > > > > > > > > > > > > >
> > > > > > > > > > > > > > I think there is still one open question.
> `suppress()`
> > > > > > can be
> > > > > > > > used
> > > > > > > > > > on
> > > > > > > > > > > > > > non-windowed KTable for rate control, as well as
> on a
> > > > > > > > > > windowed-KTable
> > > > > > > > > > > > > > (also for rate control, but actually mainly) for
> only
> > > > > > emitting
> > > > > > > > the
> > > > > > > > > > > > final
> > > > > > > > > > > > > > result of a windowed aggregation. For the
> non-windowed
> > > > > > case, we
> > > > > > > > > > use a
> > > > > > > > > > > > > > KeyValueStore while for the windowed cases, we
> use a
> > > > > > > > WindowStore.
> > > > > > > > > > > > > > Because there is no final result for non-windowed
> > > > > > KTables, it
> > > > > > > > seems
> > > > > > > > > > > > that
> > > > > > > > > > > > > > this new feature only make sense for the
> > > > > > windowed-aggregation
> > > > > > > > case?
> > > > > > > > > > > > > > Thus, the signature of `Materialized` should
> take a
> > > > > > > > `WindowStore`
> > > > > > > > > > > > > > instead of a `KeyValueStore`?
> > > > > > > > > > > > > >
> > > > > > > > > > > > > > If that's correct, I am wondering:
> > > > > > > > > > > > > >
> > > > > > > > > > > > > >  - Can we guard from a miss-usage of the API if
> the
> > > > > > upstream
> > > > > > > > > > KTable is
> > > > > > > > > > > > > > not windowed (or maybe it's not necessary to
> guard)?
> > > > > > > > > > > > > >  - Can we actually implement it? We had issues
> with
> > > > > > regard to
> > > > > > > > > > KIP-300
> > > > > > > > > > > > to
> > > > > > > > > > > > > > materialize windowed-KTables?
> > > > > > > > > > > > > >
> > > > > > > > > > > > > > Would be worth to clarify upfront. Maybe, we even
> > > need a
> > > > > > POC
> > > > > > > > > > > > > > implementation to verify that it works?
> > > > > > > > > > > > > >
> > > > > > > > > > > > > >
> > > > > > > > > > > > > > -Matthias
> > > > > > > > > > > > > >
> > > > > > > > > > > > > >
> > > > > > > > > > > > > > On 9/11/20 12:26 AM, Dongjin Lee wrote:
> > > > > > > > > > > > > > > Hi All,
> > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > Here is the voting thread:
> > > > > > > > > > > > > > >
> > >
> https://lists.apache.org/thread.html/r5653bf2dafbb27b247bf20dbe6f070c151b3823d96c9c9ca94183e20%40%3Cdev.kafka.apache.org%3E
> > > > > > > > > > > > > > > Thanks,
> > > > > > > > > > > > > > > Dongjin
> > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > On Fri, Sep 11, 2020 at 4:23 PM Dongjin Lee <
> > > > > > > > dong...@apache.org>
> > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > > > Hi John,
> > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > Thanks for the feedback. I will open the Vote
> > > thread
> > > > > > now.
> > > > > > > > > > > > > > > > Best,
> > > > > > > > > > > > > > > > Dongjin
> > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > On Fri, Sep 11, 2020 at 2:00 AM John Roesler
> <
> > > > > > > > > > vvcep...@apache.org>
> > > > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > > > > Hi Dongjin,
> > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > Sorry for the delay. I'm glad you're still
> > > pushing
> > > > > > this
> > > > > > > > > > > > > > > > > forward. It would be nice to get this in
> to the
> > > 2.7
> > > > > > > > release.
> > > > > > > > > > > > > > > > > I just took another look at the KIP, and it
> > > looks
> > > > > > good to
> > > > > > > > > > > > > > > > > me!
> > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > I think this is ready for a vote.
> > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > Thanks,
> > > > > > > > > > > > > > > > > -John
> > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > On Wed, 2020-08-05 at 22:04 +0900, Dongjin
> Lee
> > > > > > wrote:
> > > > > > > > > > > > > > > > > > Hi All,
> > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > I updated the KIP
> > > > > > > > > > > > > > > > > > <
> > >
> https://cwiki.apache.org/confluence/display/KAFKA/KIP-508%3A+Make+Suppression+State+Queriable
> > > > > > > > > > > > > > > > > > and the implementation, following the
> > > discussion
> > > > > > here.
> > > > > > > > > > > > > > > > > > You must be working hard preparing the
> > > release of
> > > > > > > > 2.6.0, so
> > > > > > > > > > > > please
> > > > > > > > > > > > > > have
> > > > > > > > > > > > > > > > > a
> > > > > > > > > > > > > > > > > > look after your work is done.
> > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > Thanks,
> > > > > > > > > > > > > > > > > > Dongjin
> > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > On Sun, Mar 8, 2020 at 12:20 PM John
> Roesler <
> > > > > > > > > > > > vvcep...@apache.org>
> > > > > > > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > > > > > > Thanks Matthias,
> > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > Good idea. I've changed the ticket
> name and
> > > > > > added a
> > > > > > > > note
> > > > > > > > > > > > > > > > > > > clarifying that this ticket is not the
> same
> > > as
> > > > > > https://issues.apache.org/jira/browse/KAFKA-7224
> > > > > > > > > > > > > > > > > > > Incidentally, I learned that I never
> > > documented
> > > > > > my
> > > > > > > > > > reasons
> > > > > > > > > > > > > > > > > > > for abandoning my work on KAFKA-7224 !
> I've
> > > now
> > > > > > > > updated
> > > > > > > > > > > > > > > > > > > that ticket, too, so your question had
> an
> > > > > > unexpected
> > > > > > > > > > > > side-benefit.
> > > > > > > > > > > > > > > > > > > Thanks,
> > > > > > > > > > > > > > > > > > > -John
> > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > On Sat, Mar 7, 2020, at 18:01,
> Matthias J.
> > > Sax
> > > > > > wrote:
> > > > > > > > > > > > > > > Thanks for clarification.
> > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > Can you maybe update the Jira ticket? Do we
> have a
> > > > > > ticket for
> > > > > > > > > > > > > > > spill-to-disk? Maybe link to it and explain
> that
> > > it's
> > > > > > two
> > > > > > > > > > different
> > > > > > > > > > > > > > > things? Maybe even rename the ticket to
> something
> > > more
> > > > > > > > clear, ie,
> > > > > > > > > > > > > > > "make suppress result queryable" or simliar?
> > > > > > > > > > > > > > >
> > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > -Matthias
> > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > On 3/7/20 1:58 PM, John Roesler wrote:
> > > > > > > > > > > > > > > > > > > > > > Hey Matthias,
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > I’m sorry if the ticket was
> poorly
> > > > > > stated. The
> > > > > > > > > > ticket
> > > > > > > > > > > > is to add a
> > > > > > > > > > > > > > > DSL overload to pass a Materialized argument to
> > > > > > suppress. As
> > > > > > > > a
> > > > > > > > > > > > > > > > > > result,
> > > > > > > > > > > > > > > the result of the suppression would be
> queriable.
> > > > > > > > > > > > > > > > > > > > > > This is unrelated to “persistent
> > > buffer”
> > > > > > aka
> > > > > > > > > > > > “spill-to-disk”.
> > > > > > > > > > > > > > > > > > > > > > There was some confusion before
> about
> > > > > > whether
> > > > > > > > this
> > > > > > > > > > > > ticket could be
> > > > > > > > > > > > > > > implemented as “query the buffer”. Maybe it
> can,
> > > but not
> > > > > > > > > > trivially.
> > > > > > > > > > > > > > > The obvious way is just to add a new state
> store
> > > which
> > > > > > we
> > > > > > > > write
> > > > > > > > > > the
> > > > > > > > > > > > > > > results into just before we forward. I.e., it’s
> > > exactly
> > > > > > like
> > > > > > > > the
> > > > > > > > > > > > > > > materialized variant of any stateless KTable
> > > operation.
> > > > > > > > > > > > > > > > > > > > > > Thanks, John
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > On Sat, Mar 7, 2020, at 15:32,
> > > Matthias
> > > > > > J. Sax
> > > > > > > > > > wrote:
> > > > > > > > > > > > Thanks for
> > > > > > > > > > > > > > > > > > > > > > the KIP Dongjin,
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > I am still not sure if I can
> follow,
> > > what
> > > > > > might
> > > > > > > > > > also
> > > > > > > > > > > > be caused by
> > > > > > > > > > > > > > > > > > > > > > the backing JIRA ticket (maybe
> John
> > > can
> > > > > > > > clarify the
> > > > > > > > > > > > intent of the
> > > > > > > > > > > > > > > > > > > > > > ticket as he created it):
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > Currently, suppress() only uses
> an
> > > > > > in-memory
> > > > > > > > buffer
> > > > > > > > > > > > and my
> > > > > > > > > > > > > > > > > > > > > > understanding of the Jira is, to
> add
> > > the
> > > > > > > > ability to
> > > > > > > > > > > > use a
> > > > > > > > > > > > > > > > > > > > > > persistent buffer (ie, spill to
> disk
> > > > > > backed by
> > > > > > > > > > > > RocksDB).
> > > > > > > > > > > > > > > > > > > > > > Adding a persistent buffer is
> > > completely
> > > > > > > > unrelated
> > > > > > > > > > to
> > > > > > > > > > > > allow
> > > > > > > > > > > > > > > > > > > > > > querying the buffer. In fact, one
> > > could
> > > > > > query
> > > > > > > > an
> > > > > > > > > > > > in-memory buffer,
> > > > > > > > > > > > > > > > > > > > > > too. However, querying the buffer
> > > does not
> > > > > > > > really
> > > > > > > > > > seem
> > > > > > > > > > > > to be
> > > > > > > > > > > > > > > > > > useful
> > > > > > > > > > > > > > > > > > > > > > as pointed out by John, as you
> can
> > > always
> > > > > > > > query the
> > > > > > > > > > > > upstream
> > > > > > > > > > > > > > > > > > KTable
> > > > > > > > > > > > > > > > > > > > > > store.
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > Also note that for the
> > > > > > emit-on-window-close
> > > > > > > > case
> > > > > > > > > > the
> > > > > > > > > > > > result is
> > > > > > > > > > > > > > > > > > > > > > deleted from the buffer when it
> is
> > > > > > emitted, and
> > > > > > > > > > thus
> > > > > > > > > > > > cannot be
> > > > > > > > > > > > > > > > > > > > > > queried any longe r.
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > Can you please clarify if you
> intend
> > > to
> > > > > > allow
> > > > > > > > > > spilling
> > > > > > > > > > > > to disk or
> > > > > > > > > > > > > > > > > > > > > > if you intent to enable IQ (even
> if I
> > > > > > don't
> > > > > > > > see why
> > > > > > > > > > > > querying make
> > > > > > > > > > > > > > > > > > > > > > sense, as the data is either
> upstream
> > > or
> > > > > > > > deleted).
> > > > > > > > > > > > Also, if you
> > > > > > > > > > > > > > > > > > > > > > want to enable IQ, why do we
> need all
> > > > > > those new
> > > > > > > > > > > > interfaces? The
> > > > > > > > > > > > > > > > > > > > > > result of a suppress() is a
> KTable
> > > that
> > > > > > is the
> > > > > > > > > > same as
> > > > > > > > > > > > any other
> > > > > > > > > > > > > > > > > > > > > > key-value/windowed/sessions
> store?
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > We should also have
> corresponding Jira
> > > > > > tickets
> > > > > > > > for
> > > > > > > > > > > > different cases
> > > > > > > > > > > > > > > > > > > > > > to avoid the confusion I am in
> atm :)
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > -Matthias
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > On 2/27/20 8:21 AM, John Roesler
> > > wrote:
> > > > > > > > > > > > > > > > > > > > > > > > > Hi Dongjin,
> > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > No problem; glad we got it
> > > sorted
> > > > > > out.
> > > > > > > > > > > > > > > > > > > > > > > > > Thanks again for picking
> this
> > > up!
> > > > > > -John
> > > > > > > > > > > > > > > > > > > > > > > > > On Wed, Feb 26, 2020, at
> 09:24,
> > > > > > Dongjin
> > > > > > > > Lee
> > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > > > > > > > > > > > > > > I was under the
> impression
> > > that
> > > > > > you
> > > > > > > > > > wanted
> > > > > > > > > > > > to expand the
> > > > > > > > > > > > > > > > > > > > > > > > > > > scope of the KIP
> > > > > > > > > > > > > > > > > > > > > > > > > > to additionally allow
> > > querying the
> > > > > > > > internal
> > > > > > > > > > > > buffer, not
> > > > > > > > > > > > > > > > > > > > > > > > > > just the result. Can you
> > > clarify
> > > > > > > > whether
> > > > > > > > > > you
> > > > > > > > > > > > are proposing
> > > > > > > > > > > > > > > > > > > > > > > > > > to allow querying the
> state
> > > of the
> > > > > > > > internal
> > > > > > > > > > > > buffer, the
> > > > > > > > > > > > > > > > > > > > > > > > > > result, or both?
> > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > Sorry for the confusion.
> As we
> > > > > > already
> > > > > > > > > > talked
> > > > > > > > > > > > with, we
> > > > > > > > > > > > > > > > > > only
> > > > > > > > > > > > > > > > > > > > > > > > > > need to query the
> suppressed
> > > > > > output,
> > > > > > > > not
> > > > > > > > > > the
> > > > > > > > > > > > internal
> > > > > > > > > > > > > > > > > > > > > > > > > > buffer. The current
> > > > > > implementation is
> > > > > > > > > > wrong.
> > > > > > > > > > > > After
> > > > > > > > > > > > > > > > > > refining
> > > > > > > > > > > > > > > > > > > > > > > > > > the KIP and
> implementation
> > > > > > accordingly
> > > > > > > > I
> > > > > > > > > > will
> > > > > > > > > > > > notify you -
> > > > > > > > > > > > > > > > > > > > > > > > > > I must be confused, also.
> > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > Thanks, Dongjin
> > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > On Tue, Feb 25, 2020 at
> 12:17
> > > AM
> > > > > > John
> > > > > > > > > > Roesler
> > > > > > > > > > > > > > > > > > > > > > > > > > <vvcep...@apache.org>
> wrote:
> > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > Hi Dongjin,
> > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > Ah, I think I may have
> been
> > > > > > > > confused. I
> > > > > > > > > > 100%
> > > > > > > > > > > > agree that
> > > > > > > > > > > > > > > > > > > > > > > > > > > we need a materialized
> > > variant
> > > > > > for
> > > > > > > > > > > > suppress(). Then, you
> > > > > > > > > > > > > > > > > > > > > > > > > > > could do:
> ...suppress(...,
> > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > Materialized.as(“final-count”))
> > > > > > > > > > > > > > > > > > > > > > > > > > > If that’s your
> proposal,
> > > then
> > > > > > we are
> > > > > > > > on
> > > > > > > > > > the
> > > > > > > > > > > > same page.
> > > > > > > > > > > > > > > > > > > > > > > > > > > I was under the
> impression
> > > that
> > > > > > you
> > > > > > > > > > wanted
> > > > > > > > > > > > to expand the
> > > > > > > > > > > > > > > > > > > > > > > > > > > scope of the KIP to
> > > additionally
> > > > > > > > allow
> > > > > > > > > > > > querying the
> > > > > > > > > > > > > > > > > > > > > > > > > > > internal buffer, not
> just
> > > the
> > > > > > > > result. Can
> > > > > > > > > > > > you clarify
> > > > > > > > > > > > > > > > > > > > > > > > > > > whether you are
> proposing to
> > > > > > allow
> > > > > > > > > > querying
> > > > > > > > > > > > the state of
> > > > > > > > > > > > > > > > > > > > > > > > > > > the internal buffer,
> the
> > > > > > result, or
> > > > > > > > both?
> > > > > > > > > > > > > > > > > > > > > > > > > > > Thanks, John
> > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > On Thu, Feb 20, 2020,
> at
> > > 08:41,
> > > > > > > > Dongjin
> > > > > > > > > > Lee
> > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > Hi John, Thanks for
> your
> > > kind
> > > > > > > > > > explanation
> > > > > > > > > > > > with an
> > > > > > > > > > > > > > > > > > > > > > > > > > > > example.
> > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > But it feels like
> you're
> > > > > > saying
> > > > > > > > > > you're
> > > > > > > > > > > > trying to do
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > something different
> > > > > > > > > > > > > > > > > > > > > > > > > > > > than just query the
> > > windowed
> > > > > > key
> > > > > > > > and
> > > > > > > > > > get
> > > > > > > > > > > > back the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > current count?
> > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > Yes, for example,
> what if
> > > we
> > > > > > need
> > > > > > > > to
> > > > > > > > > > > > retrieve the (all
> > > > > > > > > > > > > > > > > > > > > > > > > > > > or range) keys
> > > > > > > > > > > > > > > > > > > > > > > > > > > with
> > > > > > > > > > > > > > > > > > > > > > > > > > > > a closed window? In
> this
> > > > > > example,
> > > > > > > > let's
> > > > > > > > > > > > imagine we
> > > > > > > > > > > > > > > > > > need
> > > > > > > > > > > > > > > > > > > > > > > > > > > > to retrieve only
> (key=A,
> > > > > > > > window=10),
> > > > > > > > > > not
> > > > > > > > > > > > (key=A,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > window=20).
> > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > Of course, the value
> > > > > > accompanied
> > > > > > > > by a
> > > > > > > > > > > > flushed key is
> > > > > > > > > > > > > > > > > > > > > > > > > > > > exactly the same to
> the
> > > one
> > > > > > in the
> > > > > > > > > > > > upstream KTable;
> > > > > > > > > > > > > > > > > > > > > > > > > > > > However, if our
> intention
> > > is
> > > > > > not
> > > > > > > > > > pointing
> > > > > > > > > > > > out a
> > > > > > > > > > > > > > > > > > > > > > > > > > > > specific key but
> > > retrieving a
> > > > > > > > group of
> > > > > > > > > > > > unspecified
> > > > > > > > > > > > > > > > > > > > > > > > > > > > keys, we stuck
> > > > > > > > > > > > > > > > > > > > > > > > > > > in
> > > > > > > > > > > > > > > > > > > > > > > > > > > > trouble - since we
> can't
> > > be
> > > > > > sure
> > > > > > > > which
> > > > > > > > > > key
> > > > > > > > > > > > is flushed
> > > > > > > > > > > > > > > > > > > > > > > > > > > > out beforehand.
> > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > One workaround would
> be
> > > > > > > > materializing
> > > > > > > > > > it
> > > > > > > > > > > > with
> > > > > > > > > > > > > > > > > > > > > > > > > > > > `suppressed.filter(e
> ->
> > > > > > > > > > > > > > > > > > > > > > > > > > > true,
> > > > > > Materialized.as("final-count"))`.
> > > > > > > > But I
> > > > > > > > > > > > think
> > > > > > > > > > > > > > > > > > providing
> > > > > > > > > > > > > > > > > > > > > > > > > > > > a materialized
> variant for
> > > > > > suppress
> > > > > > > > > > method
> > > > > > > > > > > > is better
> > > > > > > > > > > > > > > > > > > > > > > > > > > > than this workaround.
> > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > Thanks, Dongjin
> > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > On Thu, Feb 20, 2020
> at
> > > 1:26
> > > > > > AM
> > > > > > > > John
> > > > > > > > > > > > Roesler
> > > > > > > > > > > > > > > > > > > > > > > > > > > > <vvcep...@apache.org
> >
> > > > > > > > > > > > > > > > > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Thanks for the
> response,
> > > > > > Dongjin,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > I'm sorry, but I'm
> > > still not
> > > > > > > > > > following.
> > > > > > > > > > > > It seems
> > > > > > > > > > > > > > > > > > like
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > the view you
> > > > > > > > > > > > > > > > > > > > > > > > > > > would
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > get on the "current
> > > state
> > > > > > of the
> > > > > > > > > > buffer"
> > > > > > > > > > > > would
> > > > > > > > > > > > > > > > > > always
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > be equivalent to
> the
> > > view
> > > > > > of the
> > > > > > > > > > > > upstream table.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Let me try an
> example,
> > > and
> > > > > > maybe
> > > > > > > > you
> > > > > > > > > > can
> > > > > > > > > > > > point out
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > the flaw in my
> > > reasoning.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Let's say we're
> doing
> > > 10 ms
> > > > > > > > windows
> > > > > > > > > > with
> > > > > > > > > > > > a grace
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > period of zero.
> Let's
> > > also
> > > > > > say
> > > > > > > > we're
> > > > > > > > > > > > computing a
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > windowed count, and
> > > that we
> > > > > > have
> > > > > > > > a
> > > > > > > > > > > > "final results"
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > suppression after
> the
> > > count.
> > > > > > > > Let's
> > > > > > > > > > > > materialize the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > count as "Count"
> and the
> > > > > > > > suppressed
> > > > > > > > > > > > result as "Final
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Count".
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Suppose we get an
> input
> > > > > > event:
> > > > > > > > > > (time=10,
> > > > > > > > > > > > key=A,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > value=...)
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Then, Count will
> look
> > > like:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value
> > > > > > 10
> > > > > > > >  | A
> > > > > > > > > > > >  |     1 |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > The (internal)
> > > suppression
> > > > > > buffer
> > > > > > > > > > will
> > > > > > > > > > > > contain:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value
> > > > > > 10
> > > > > > > >  | A
> > > > > > > > > > > >  |     1 |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > The record is still
> > > buffered
> > > > > > > > because
> > > > > > > > > > the
> > > > > > > > > > > > window
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > isn't closed yet.
> Final
> > > > > > Count is
> > > > > > > > an
> > > > > > > > > > > > empty table:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > ---------------
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Now, we get a
> second
> > > event:
> > > > > > > > (time=15,
> > > > > > > > > > > > key=A,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > value=...)
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Then, Count will
> look
> > > like:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value
> > > > > > 10
> > > > > > > >  | A
> > > > > > > > > > > >  |     2 |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > The (internal)
> > > suppression
> > > > > > buffer
> > > > > > > > > > will
> > > > > > > > > > > > contain:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value
> > > > > > 10
> > > > > > > >  | A
> > > > > > > > > > > >  |     2 |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > The record is still
> > > buffered
> > > > > > > > because
> > > > > > > > > > the
> > > > > > > > > > > > window
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > isn't closed yet.
> Final
> > > > > > Count is
> > > > > > > > an
> > > > > > > > > > > > empty table:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > ---------------
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Finally, we get a
> third
> > > > > > event:
> > > > > > > > > > (time=20,
> > > > > > > > > > > > key=A,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > value=...)
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Then, Count will
> look
> > > like:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value
> > > > > > 10
> > > > > > > >  | A
> > > > > > > > > > > >  |     2 | |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > 20 | A   |     1 |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > The (internal)
> > > suppression
> > > > > > buffer
> > > > > > > > > > will
> > > > > > > > > > > > contain:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value
> > > > > > 20
> > > > > > > >  | A
> > > > > > > > > > > >  |     1 |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Note that window
> 10 has
> > > been
> > > > > > > > flushed
> > > > > > > > > > > > out, because
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > it's now closed.
> And
> > > window
> > > > > > 20 is
> > > > > > > > > > > > buffered because
> > > > > > > > > > > > > > > > > > it
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > isn't closed yet.
> Final
> > > > > > Count is
> > > > > > > > now:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > window | key |
> value
> > > > > > 10
> > > > > > > >  | A
> > > > > > > > > > > >  |     2 |
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > ---------------
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Reading your
> email, I
> > > can't
> > > > > > > > figure
> > > > > > > > > > out
> > > > > > > > > > > > what value
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > there is in
> querying
> > > > > > > > > > > > > > > > > > > > > > > > > > > the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > internal
> suppression
> > > buffer,
> > > > > > > > since it
> > > > > > > > > > > > only contains
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > exactly the same
> > > > > > > > > > > > > > > > > > > > > > > > > > > value
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > as the upstream
> table,
> > > for
> > > > > > each
> > > > > > > > key
> > > > > > > > > > that
> > > > > > > > > > > > is still
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > buffered. But it
> feels
> > > > > > > > > > > > > > > > > > > > > > > > > > > like
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > you're saying
> you're
> > > trying
> > > > > > to do
> > > > > > > > > > > > something
> > > > > > > > > > > > > > > > > > different
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > than just query
> > > > > > > > > > > > > > > > > > > > > > > > > > > the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > windowed key and
> get
> > > back
> > > > > > the
> > > > > > > > current
> > > > > > > > > > > > count?
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > Thanks, -John
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > On Wed, Feb 19,
> 2020, at
> > > > > > 09:49,
> > > > > > > > > > Dongjin
> > > > > > > > > > > > Lee wrote:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Hi John,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > 'The intermediate
> > > state
> > > > > > of the
> > > > > > > > > > > > suppression' in KIP
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > does not mean the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > state
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > of upstream
> KTable -
> > > > > > sure, the
> > > > > > > > > > state
> > > > > > > > > > > > of the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > upstream KTable
> can be
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > queried
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > by materializing
> the
> > > > > > operator
> > > > > > > > > > > > immediately before
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > the suppress as
> you
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > shown.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > What I meant in
> KIP
> > > was
> > > > > > the
> > > > > > > > final
> > > > > > > > > > > > state of the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > buffer, which is
> not
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > emitted
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > yet. (I agree,
> the
> > > current
> > > > > > > > > > description
> > > > > > > > > > > > may be
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > confusing; it
> would be
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > better
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > to change it
> with 'the
> > > > > > current
> > > > > > > > > > state
> > > > > > > > > > > > of the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > suppression' or
> 'the
> > > > > > > > > > > > > > > > > > > > > > > > > > > results
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > of
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > the
> suppression', like
> > > > > > the Jira
> > > > > > > > > > issue
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > > > > > https://issues.apache.org/jira/browse/KAFKA-8403
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > states.)
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > For a little bit
> more
> > > > > > about the
> > > > > > > > > > > > motivation, here
> > > > > > > > > > > > > > > > > > is
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > one of my
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > experience: I
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > had to build a
> > > monitoring
> > > > > > > > > > application
> > > > > > > > > > > > which
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > collects signals
> from
> > > IoT
> > > > > > > > devices
> > > > > > > > > > > > (say, a
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > semiconductor
> > > production
> > > > > > > > line.) If
> > > > > > > > > > the
> > > > > > > > > > > > number of
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > collected
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > signals within
> the
> > > time
> > > > > > window
> > > > > > > > is
> > > > > > > > > > much
> > > > > > > > > > > > less than
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > the expected,
> there
> > > > > > > > > > > > > > > > > > > > > > > > > > > may
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > be
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > some problems
> like
> > > network
> > > > > > > > hiccup
> > > > > > > > > > in
> > > > > > > > > > > > the systems.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > We wanted to
> build
> > > > > > > > > > > > > > > > > > > > > > > > > > > the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > system in the
> form of
> > > a
> > > > > > > > dashboard,
> > > > > > > > > > but
> > > > > > > > > > > > could not
> > > > > > > > > > > > > > > > > > by
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > lack of
> > > > > > > > > > > > > > > > > > > > > > > > > > > materializing
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > feature. It was
> > > precisely
> > > > > > the
> > > > > > > > case
> > > > > > > > > > of
> > > > > > > > > > > > querying
> > > > > > > > > > > > > > > > > > only
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > the final
> > > > > > > > > > > > > > > > > > > > > > > > > > > results of
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > a
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > windowed
> aggregation,
> > > as
> > > > > > the
> > > > > > > > Jira
> > > > > > > > > > issue
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > > > > > https://issues.apache.org/jira/browse/KAFKA-8403
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > states. We
> > > > > > > > > > > > > > > > > > > > > > > > > > > finally
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > ended
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > in implementing
> the
> > > > > > system in
> > > > > > > > an
> > > > > > > > > > email
> > > > > > > > > > > > alerting
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > system like this
> <
> > > > > >
> https://www.confluent.io/blog/kafka-streams-take-on-watermarks-an
> > > > > > > > > > > > > > > d-t
> > > > > > > > > > > > > > > riggers/
> > > > > > > > > > > > > > > > > > > > > > and had to collect the keys and
> > > windows of
> > > > > > > > trouble
> > > > > > > > > > by
> > > > > > > > > > > > hand.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > I think these
> kinds
> > > of use
> > > > > > > > cases
> > > > > > > > > > would
> > > > > > > > > > > > be much
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > common. Should
> it be
> > > > > > described
> > > > > > > > in
> > > > > > > > > > the
> > > > > > > > > > > > KIP much
> > > > > > > > > > > > > > > > > > more
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > in detail?
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Thanks, Dongjin
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > On Sat, Feb 15,
> 2020
> > > at
> > > > > > 4:43 AM
> > > > > > > > > > John
> > > > > > > > > > > > Roesler
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> vvcep...@apache.org>
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Hi Dongjin,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Thanks for the
> KIP!
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Can you
> explain more
> > > > > > about
> > > > > > > > why
> > > > > > > > > > the
> > > > > > > > > > > > internal data
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > structures of
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > suppression
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > should be
> > > queriable? The
> > > > > > > > > > motivation
> > > > > > > > > > > > just says
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > that users
> might
> > > > > > > > > > > > > > > > > > > > > > > > > > > want to
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > do
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > it, which seems
> > > like it
> > > > > > could
> > > > > > > > > > > > justify literally
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > anything :)
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > One design
> point of
> > > > > > > > Suppression
> > > > > > > > > > is
> > > > > > > > > > > > that if you
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > wanted to
> query the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > “final
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > state”, you can
> > > > > > Materialize
> > > > > > > > the
> > > > > > > > > > > > suppress itself
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > (which is why
> it
> > > > > > > > > > > > > > > > > > > > > > > > > > > needs
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > variant); if
> you
> > > wanted
> > > > > > to
> > > > > > > > query
> > > > > > > > > > the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > “intermediate
> > > state”,
> > > > > > you can
> > > > > > > > > > > > materialize the
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > operator
> immediately
> > > > > > before
> > > > > > > > the
> > > > > > > > > > > > suppress.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Example:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > ...count(Materialized.as(“intermediate”))
> > > > > > .supress(untilWindowClosed(),
> > > > > > Materialized.as(“final”))
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > I’m not sure
> what
> > > use
> > > > > > case
> > > > > > > > would
> > > > > > > > > > > > require
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > actually
> fetching
> > > from
> > > > > > the
> > > > > > > > > > internal
> > > > > > > > > > > > buffers.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Thanks, John
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > On Fri, Feb 14,
> > > 2020, at
> > > > > > > > 07:55,
> > > > > > > > > > > > Dongjin Lee
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > wrote:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Hi devs,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > I'd like to
> > > reboot the
> > > > > > > > > > discussion
> > > > > > > > > > > > on KIP-508,
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > which aims to
> > > > > > > > > > > > > > > > > > > > > > > > > > > support a
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Materialized
> > > variant
> > > > > > of
> > > > > > > > > > > > KTable#suppress. It
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > was initially
> > > > > > > > > > > > > > > > > > > > > > > > > > > submitted
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > several
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > months ago
> but
> > > closed
> > > > > > by
> > > > > > > > the
> > > > > > > > > > > > inactivity.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > - KIP:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > >
> https://cwiki.apache.org/confluence/display/KAFKA/KIP-508%3A+Make
> > > > > > > > > > > > > > > +Su
> > > > > > > > > > > > > > > ppression+State+Queriable
> > > > > > > > > > > > > > > > > > > > > > - Jira:
> > > > > > > > > > > > https://issues.apache.org/jira/browse/KAFKA-8403
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > All kinds of
> > > feedback
> > > > > > will
> > > > > > > > be
> > > > > > > > > > > > greatly
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > appreciated.
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > Best, Dongjin
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > -- *Dongjin
> Lee*
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > *A
> hitchhiker in
> > > the
> > > > > > > > > > mathematical
> > > > > > > > > > > > world.*
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > *github:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > http://goog_969573159/>
> > > > > > > > > > > > > > > > > > github.com/dongjinleekr
> > > > > > > > > > > > > > > <https://github.com/dongjinleekr>linkedin:
> > > > > > > > kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > > > > > https://kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > > > > > > > speakerdeck:
> > > > > > > > > > > > > > > speakerdeck.com/dongjin
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > > > https://speakerdeck.com/dongjin>*
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > -- *Dongjin Lee*
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > *A hitchhiker in
> the
> > > > > > > > mathematical
> > > > > > > > > > > > world.* *github:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > http://goog_969573159/>
> > > > > > > > > > > > github.com/dongjinleekr
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > https://github.com/dongjinleekr
> > > > > > > > > > > > > linkedin:
> > > > > > kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > > > > > https://kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > > > > > > > speakerdeck:
> > > > > > > > > > > > > > > speakerdeck.com/dongjin
> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > https://speakerdeck.com/dongjin>*
> > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > -- *Dongjin Lee*
> > > > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > > > *A hitchhiker in the
> > > > > > mathematical
> > > > > > > > > > world.*
> > > > > > > > > > > > *github:
> > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> http://goog_969573159/>
> > > > > > > > > > > > github.com/dongjinleekr
> > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > https://github.com/dongjinleekr
> > > > > > > > > > > linkedin:
> > > kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > > > https://kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > speakerdeck:
> > > > > > > > > > > > > > > > > > > > > > > > > > >
> speakerdeck.com/dongjin
> > > > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > https://speakerdeck.com/dongjin>*
> > > > > > > > > > > > > > > > > > > > > > > > > > -- *Dongjin Lee*
> > > > > > > > > > > > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > > > > > > > > > > > *A hitchhiker in the
> > > mathematical
> > > > > > > > world.*
> > > > > > > > > > > > *github:
> > > > > > > > > > > > > > > > > > > > > > > > > > <http://goog_969573159/>
> > > > > > > > > > > > github.com/dongjinleekr
> > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > https://github.com/dongjinleekr
> > > > > > > > > linkedin:
> > > kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > > > > > > > > > > > > > > <
> > > > > > > > https://kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > speakerdeck:
> > > > > > > > > > > > > > > > > > > > > > > > > > speakerdeck.com/dongjin
> <
> > > > > > > > > > > > https://speakerdeck.com/dongjin
> > > > > > > > > > > > > > > > > > > *
> > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > --
> > > > > > > > > > > > > > > > *Dongjin Lee*
> > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > *A hitchhiker in the mathematical world.*
> > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > >
> > > > > > > > > > > > > > > > *github:  <http://goog_969573159/>
> > > > > > github.com/dongjinleekr
> > > > > > > > > > > > > > > > <https://github.com/dongjinleekr>keybase:
> > > > > > > > > > > > > > https://keybase.io/dongjinleekr
> > > > > > > > > > > > > > > > <https://keybase.io/dongjinleekr>linkedin:
> > > > > > > > > > > > > > kr.linkedin.com/in/dongjinleekr
> > > > > > > > > > > > > > > > <https://kr.linkedin.com/in/dongjinleekr
> > > > speakerdeck:
> > > > > > > > > > > > > > speakerdeck.com/dongjin
> > > > > > > > > > > > > > > > <https://speakerdeck.com/dongjin>*
> > > > > > > > > > > > > > > >
> > > > > > > > >
> > > > > > > > > --
> > > > > > > > > *Dongjin Lee*
> > > > > > > > >
> > > > > > > > > *A hitchhiker in the mathematical world.*
> > > > > > > > >
> > > > > > > > >
> > > > > > > > >
> > > > > > > > >
> > > > > > > > > *github:  <http://goog_969573159/>github.com/dongjinleekr
> > > > > > > > > <https://github.com/dongjinleekr>keybase:
> > > > > > > > https://keybase.io/dongjinleekr
> > > > > > > > > <https://keybase.io/dongjinleekr>linkedin:
> > > > > > > > kr.linkedin.com/in/dongjinleekr
> > > > > > > > > <https://kr.linkedin.com/in/dongjinleekr>speakerdeck:
> > > > > > > > speakerdeck.com/dongjin
> > > > > > > > > <https://speakerdeck.com/dongjin>*
> > > > > > > > >
> > > > > > >
> > > > > > > --
> > > > > > > *Dongjin Lee*
> > > > > > >
> > > > > > > *A hitchhiker in the mathematical world.*
> > > > > > >
> > > > > > >
> > > > > > >
> > > > > > >
> > > > > > > *github:  <http://goog_969573159/>github.com/dongjinleekr
> > > > > > > <https://github.com/dongjinleekr>keybase:
> > > > > > https://keybase.io/dongjinleekr
> > > > > > > <https://keybase.io/dongjinleekr>linkedin:
> > > > > > kr.linkedin.com/in/dongjinleekr
> > > > > > > <https://kr.linkedin.com/in/dongjinleekr>speakerdeck:
> > > > > > speakerdeck.com/dongjin
> > > > > > > <https://speakerdeck.com/dongjin>*
> > > > > > >
> > > > >
> > > > > --
> > > > > *Dongjin Lee*
> > > > >
> > > > > *A hitchhiker in the mathematical world.*
> > > > >
> > > > >
> > > > >
> > > > >
> > > > > *github:  <http://goog_969573159/>github.com/dongjinleekr
> > > > > <https://github.com/dongjinleekr>keybase:
> > > https://keybase.io/dongjinleekr
> > > > > <https://keybase.io/dongjinleekr>linkedin:
> > > kr.linkedin.com/in/dongjinleekr
> > > > > <https://kr.linkedin.com/in/dongjinleekr>speakerdeck:
> > > speakerdeck.com/dongjin
> > > > > <https://speakerdeck.com/dongjin>*
> > > > >
> > > >
> > > > --
> > > > *Dongjin Lee*
> > > >
> > > > *A hitchhiker in the mathematical world.*
> > > >
> > > >
> > > >
> > > >
> > > > *github:  <http://goog_969573159/>github.com/dongjinleekr
> > > > <https://github.com/dongjinleekr>keybase:
> > > https://keybase.io/dongjinleekr
> > > > <https://keybase.io/dongjinleekr>linkedin:
> > > kr.linkedin.com/in/dongjinleekr
> > > > <https://kr.linkedin.com/in/dongjinleekr>speakerdeck:
> > > speakerdeck.com/dongjin
> > > > <https://speakerdeck.com/dongjin>*
> > > >
> >
> >
>
>

-- 
*Dongjin Lee*

*A hitchhiker in the mathematical world.*




*github:  <http://goog_969573159/>github.com/dongjinleekr
<https://github.com/dongjinleekr>keybase: https://keybase.io/dongjinleekr
<https://keybase.io/dongjinleekr>linkedin: kr.linkedin.com/in/dongjinleekr
<https://kr.linkedin.com/in/dongjinleekr>speakerdeck: speakerdeck.com/dongjin
<https://speakerdeck.com/dongjin>*

Reply via email to