Thank you all for reviewing. As there are no objections, I’ll move forward with a vote.
Best regards, Weiqing On Mon, Jan 27, 2025 at 9:30 AM Venkatakrishnan Sowrirajan <vsowr...@asu.edu> wrote: > Same here, I don't have any more questions. Thanks! > > On Sat, Jan 25, 2025, 10:10 PM Xingcan Cui <xingc...@gmail.com> wrote: > > > Hi Weiqing, > > > > I don't have any more questions. The doc looks good to me. > > > > Thanks, > > Xingcan > > > > On Wed, Jan 22, 2025 at 8:46 PM Venkatakrishnan Sowrirajan < > > vsowr...@asu.edu> > > wrote: > > > > > Hi Weiqing, > > > > > > Thanks, that makes sense! Looks like I missed it. > > > > > > Regards > > > Venkata krishnan > > > > > > > > > On Tue, Jan 21, 2025 at 10:55 PM Weiqing Yang < > yangweiqing...@gmail.com> > > > wrote: > > > > > > > Hi Venkata, > > > > > > > > * > where only one earlyFire is fired The DELAY * > > > > > > > > The DELAY option mentioned in the Public Interfaces section > > > > < > > > > > > > > > > https://urldefense.com/v3/__https://docs.google.com/document/d/1YobpNdnvzSsceniVj4NZWi445gb1-54Rox-D7nPArZo/edit?tab=t.0*heading=h.yp9ng89zwc1z__;Iw!!IKRxdwAv5BmarQ!cSzLIiXfVEVa9ClafsAoHYeOAxXCu5Em4XlW-MWWjtCsDAVCONBJEwxQ6kFXaCHxOtpVR7w6siu_q7x6HZbUtXqs8qQL$ > > > > > > > > > of the proposal can produce a single early fire per interval, > aligning > > > with > > > > your suggestion. How it integrates with existing early-fire > > > configurations > > > > are mentioned here > > > > < > > > > > > > > > > https://urldefense.com/v3/__https://docs.google.com/document/d/1YobpNdnvzSsceniVj4NZWi445gb1-54Rox-D7nPArZo/edit?tab=t.0*heading=h.rr0i3gmdjt4q__;Iw!!IKRxdwAv5BmarQ!cSzLIiXfVEVa9ClafsAoHYeOAxXCu5Em4XlW-MWWjtCsDAVCONBJEwxQ6kFXaCHxOtpVR7w6siu_q7x6HZbUtcJ04z2O$ > > > > >. > > > > Let me know if you have any further questions or feedback! > > > > > > > > Thanks, > > > > Weiqing > > > > > > > > On Tue, Jan 21, 2025 at 11:30 AM Venkatakrishnan Sowrirajan < > > > > vsowr...@asu.edu> wrote: > > > > > > > > > Thanks for the response! > > > > > > > > > > > If the optional `interval` in the proposal is enabled, early-fire > > > > outputs > > > > > will occur repeatedly at every earlyFireInterval, not just once. > > After > > > > that > > > > > interval concludes, there will also be a final emission. > > > > > > > > > > One more question, would it make sense to support a mechanism > through > > > > > configuration where only one earlyFire is fired for an interval or > > > > window? > > > > > This would also simplify the state overhead for use cases where > only > > > one > > > > > early fire is required within a window or interval. Thoughts? > > > > > > > > > > Regards > > > > > Venkata krishnan > > > > > > > > > > > > > > > On Mon, Jan 20, 2025 at 9:11 PM Weiqing Yang < > > yangweiqing...@gmail.com > > > > > > > > > wrote: > > > > > > > > > > > Hi Venkata, > > > > > > > > > > > > Thanks for your feedback! > > > > > > > > > > > > If the optional `interval` in the proposal is enabled, early-fire > > > > outputs > > > > > > will occur repeatedly at every earlyFireInterval, not just once. > > > After > > > > > that > > > > > > interval concludes, there will also be a final emission. > > > > > > > > > > > > We haven’t included a late-fire mechanism for interval joins in > > this > > > > > FLIP, > > > > > > but it’s certainly something we can consider for future efforts! > > > > > > > > > > > > Best regards, > > > > > > Weiqing > > > > > > > > > > > > On Thu, Jan 16, 2025 at 3:27 PM Venkatakrishnan Sowrirajan < > > > > > > vsowr...@asu.edu> > > > > > > wrote: > > > > > > > > > > > > > Weiqing, > > > > > > > > > > > > > > Thanks, this is a great addition to Flink SQL. Also instead of > > > > > > controlling > > > > > > > and configuring through Flink configs unlike the older window > > > > > > aggregation, > > > > > > > hints seems to be a much better approach. This enables a > > > customizable > > > > > > early > > > > > > > fire behavior for individual interval joins. > > > > > > > > > > > > > > Couple of questions: > > > > > > > > > > > > > > 1. Does the *early fire* emit an output every earlyFireInterval > > > time > > > > or > > > > > > > will it be a one time output emission and another output > emitted > > at > > > > the > > > > > > end > > > > > > > of the interval? > > > > > > > 2. Are there plans to support *late fire *similar to the window > > > > > > > aggregations in later FLIPs? > > > > > > > > > > > > > > Regards > > > > > > > Venkata krishnan > > > > > > > > > > > > > > > > > > > > > On Wed, Jan 15, 2025 at 6:16 PM Weiqing Yang < > > > > yangweiqing...@gmail.com > > > > > > > > > > > > > wrote: > > > > > > > > > > > > > > > Thanks for reviewing, Xuyang! > > > > > > > > > > > > > > > > Xingcan (@xingc...@gmail.com) – do you have any concerns? > > > > > > > > > > > > > > > > If no further objections arise from anyone, I’ll proceed to > > mark > > > > FLIP > > > > > > as > > > > > > > > ready for voting. > > > > > > > > > > > > > > > > Best regards, > > > > > > > > Weiqing > > > > > > > > > > > > > > > > On Tue, Jan 14, 2025 at 9:06 PM Xuyang <xyzhong...@163.com> > > > wrote: > > > > > > > > > > > > > > > > > LGTM overall. Thanks for updating. I have no problem and +1 > > for > > > > > this > > > > > > > > > feature. > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > -- > > > > > > > > > > > > > > > > > > Best！ > > > > > > > > > Xuyang > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > 在 2025-01-15 12:33:16，"Weiqing Yang" < > > yangweiqing...@gmail.com > > > > > > > > > 写道： > > > > > > > > > >Hi Xuyang, > > > > > > > > > > > > > > > > > > > >Thank you for your detailed feedback! I’ve updated the > > > proposal > > > > > doc > > > > > > > > > >accordingly. Please feel free to take another look and let > > me > > > > know > > > > > > if > > > > > > > > you > > > > > > > > > >have any further thoughts or suggestions. > > > > > > > > > > > > > > > > > > > >Best regards, > > > > > > > > > >Weiqing > > > > > > > > > > > > > > > > > > > >On Mon, Jan 13, 2025 at 3:50 AM Xuyang < > xyzhong...@163.com> > > > > > wrote: > > > > > > > > > > > > > > > > > > > >> Hi, Weiqing. > > > > > > > > > >> > > > > > > > > > >> After reading the new FLIP, I have no issues with the > part > > > > > `public > > > > > > > > > >> interface`. I only have some questions regarding > > > > > > > > > >> > > > > > > > > > >> the details in the Proposed Changes section. > > > > > > > > > >> > > > > > > > > > >> Regarding the ModifyKind and UpdateKind of the > > IntervalJoin > > > > > node, > > > > > > > > IIUC: > > > > > > > > > >> > > > > > > > > > >> - When early firing is enabled, the UpdateKind of the > > > > > IntervalJoin > > > > > > > can > > > > > > > > > be > > > > > > > > > >> either ONLY_UPDATE_AFTER or > > > > > > > > > >> > > > > > > > > > >> degrade to BEFORE_AND_AFTER, depending entirely on the > > > > > > requirements > > > > > > > of > > > > > > > > > the > > > > > > > > > >> sink. And the ModifyKind is always ALL. > > > > > > > > > >> > > > > > > > > > >> - When early firing is disabled, the UpdateKind of the > > > > > > IntervalJoin > > > > > > > is > > > > > > > > > >> NONE, and the ModifyKind is INSERT. > > > > > > > > > >> > > > > > > > > > >> - Nevertheless, whether early firing is enabled or > > disabled, > > > > the > > > > > > > > > >> IntervalJoin should always require its input to keep > > > > > > > > > >> > > > > > > > > > >> ModifyKind with INSERT_ONLY and UpdateKind with NONE. > > > > > > > > > >> > > > > > > > > > >> > > > > > > > > > >> > > > > > > > > > >> > > > > > > > > > >> -- > > > > > > > > > >> > > > > > > > > > >> Best！ > > > > > > > > > >> Xuyang > > > > > > > > > >> > > > > > > > > > >> > > > > > > > > > >> > > > > > > > > > >> > > > > > > > > > >> > > > > > > > > > >> At 2025-01-09 15:30:44, "Weiqing Yang" < > > > > > yangweiqing...@gmail.com> > > > > > > > > > wrote: > > > > > > > > > >> >Hi Xingcan and Xuyang, > > > > > > > > > >> > > > > > > > > > > >> >Thanks so much for the feedback - it was very helpful! > > > > > > > > > >> > > > > > > > > > > >> >*> 1. The current output stream of a time interval > outer > > > join > > > > > is > > > > > > an > > > > > > > > > >> >append-only stream. This change will make it a > potential > > > > > > > retractable > > > > > > > > > >> >stream. I'm not sure if the planner supports a dynamic > > > output > > > > > > type > > > > > > > > like > > > > > > > > > >> >that. Could you add this part to your design doc?* > > > > > > > > > >> > > > > > > > > > > >> > > > > > > > > > > >> > - Yes, enabling early firing on time interval outer > > > joins > > > > > can > > > > > > > emit > > > > > > > > > >> > retractions when previously emitted rows are updated > > or > > > > > > > > invalidated > > > > > > > > > by > > > > > > > > > >> > later matches. I’ve updated the proposal (Planner > > > > Awareness > > > > > > > > > >> > < > > > > > > > > > >> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > https://urldefense.com/v3/__https://docs.google.com/document/d/1YobpNdnvzSsceniVj4NZWi445gb1-54Rox-D7nPArZo/edit?tab=t.0*heading=h.y5w17oloacws__;Iw!!IKRxdwAv5BmarQ!amkTjCPG108LnMxlN_eVP1GHgJpGNcvNJWSNr3NMfIoj0hTe4LvEKnFk0_gDXV0W-hozAXm9Kxw9VrlRT3jQ-WAM59Os$ > > > > > > > > > >> > > > > > > > > > > >> > and Changes in FlinkChangelogModeInferenceProgram > > > > > > > > > >> > < > > > > > > > > > >> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > https://urldefense.com/v3/__https://docs.google.com/document/d/1YobpNdnvzSsceniVj4NZWi445gb1-54Rox-D7nPArZo/edit?tab=t.0*heading=h.z6qdwrvtgn4u__;Iw!!IKRxdwAv5BmarQ!amkTjCPG108LnMxlN_eVP1GHgJpGNcvNJWSNr3NMfIoj0hTe4LvEKnFk0_gDXV0W-hozAXm9Kxw9VrlRT3jQ-Y5SiJXB$ > > > > > > > > > >> >) > > > > > > > > > >> > to clarify that the stream might switch from > > append-only > > > > to > > > > > a > > > > > > > > > >> > retract/upsert stream. Let me know if anything is > > > missing. > > > > > > > > > >> > > > > > > > > > > >> > > > > > > > > > > >> >*> 2. What's the use case when the downstream > components > > > need > > > > > to > > > > > > > get > > > > > > > > > the > > > > > > > > > >> >early fired results regularly?* > > > > > > > > > >> > > > > > > > > > > >> > > > > > > > > > > >> > - The new INTERVAL option (in addition to DELAY) > > allows > > > > > > periodic > > > > > > > > > >> updates > > > > > > > > > >> > (e.g., every 10 minutes) after the initial delay. > This > > > > > > captures > > > > > > > > how > > > > > > > > > >> results > > > > > > > > > >> > evolve over time, similar to Apache Beam’s > > “Repeatedly” > > > > > > option. > > > > > > > > > >> > > > > > > > > > > >> > > > > > > > > > > >> >*> 3. The time interval join operator itself is not > quite > > > > > > efficient > > > > > > > > > when > > > > > > > > > >> >the state becomes large. Will there be any extra > overhead > > > > after > > > > > > > > > >> introducing > > > > > > > > > >> >this feature?* > > > > > > > > > >> > > > > > > > > > > >> > - Early fire does introduce some overhead by > > potentially > > > > > > > emitting > > > > > > > > > >> > partial matches multiple times with retraction > > (avoiding > > > > > > > duplicate > > > > > > > > > >> outputs > > > > > > > > > >> > though). However, if it’s disabled, there is no > > > additional > > > > > > cost. > > > > > > > > > Most > > > > > > > > > >> users > > > > > > > > > >> > find the performance trade-off acceptable for the > > > > real-time > > > > > > > > > insights it > > > > > > > > > >> > provides. > > > > > > > > > >> > > > > > > > > > > >> > > > > > > > > > > >> >*> 1. Currently, there are some configs related to > early > > > > firing > > > > > > > > > available > > > > > > > > > >> >to users: `table.exec.emit.early-fire.en**abled` and > > > > > > > > > >> >`table.exec.emit.early-fire.de < > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > https://urldefense.com/v3/__http://table.exec.emit.early-fire.de__;!!IKRxdwAv5BmarQ!amkTjCPG108LnMxlN_eVP1GHgJpGNcvNJWSNr3NMfIoj0hTe4LvEKnFk0_gDXV0W-hozAXm9Kxw9VrlRT3jQ-dmB0JB7$ > > > > > > > > > >> >**lay`. > > > > > > > > > >> >Although their documentation states that they are only > > > > > applicable > > > > > > > to > > > > > > > > > the > > > > > > > > > >> >Window operator, it seems possible that they may also > be > > > > > relevant > > > > > > > in > > > > > > > > > the > > > > > > > > > >> >context of this FLIP. Otherwise, having different early > > > > firing > > > > > > > > > behaviors > > > > > > > > > >> >for different operators could confuse users.* > > > > > > > > > >> > > > > > > > > > > >> > - +1 on unifying early-fire behaviors to avoid > > > confusion. > > > > > I’ve > > > > > > > > > added a > > > > > > > > > >> > section > > > > > > > > > >> > < > > > > > > > > > >> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > https://urldefense.com/v3/__https://docs.google.com/document/d/1YobpNdnvzSsceniVj4NZWi445gb1-54Rox-D7nPArZo/edit?tab=t.0*heading=h.rr0i3gmdjt4q__;Iw!!IKRxdwAv5BmarQ!amkTjCPG108LnMxlN_eVP1GHgJpGNcvNJWSNr3NMfIoj0hTe4LvEKnFk0_gDXV0W-hozAXm9Kxw9VrlRT3jQ-cs7f7P2$ > > > > > > > > > >> > > > > > > > > > > >> >in > > > > > > > > > >> > the proposal highlighting that we should align > > > hint-based > > > > > > > interval > > > > > > > > > join > > > > > > > > > >> > configurations with the existing table.exec.emit.* > > > > settings. > > > > > > > > > >> Suggestions > > > > > > > > > >> > on how to make the unification are welcome! We plan > to > > > > > extend > > > > > > > > early > > > > > > > > > >> firing > > > > > > > > > >> > to window joins via hints in a future FLIP. > > > > > > > > > >> > > > > > > > > > > >> > > > > > > > > > > >> >*> 2. The design of `time_mode` is excellent. Similar > to > > > > point > > > > > 1, > > > > > > > > > perhaps > > > > > > > > > >> >we can introduce it to other window-related operators > in > > > the > > > > > > > future.> > > > > > > > > > 3. > > > > > > > > > >> >You need to modify the > FlinkChangelogModeInferenceProgram > > > to > > > > > > ensure > > > > > > > > > that > > > > > > > > > >> >downstream nodes of interval joins with early firing > > > enabled > > > > > are > > > > > > > > aware > > > > > > > > > of > > > > > > > > > >> >retract or upsert messages.* > > > > > > > > > >> > > > > > > > > > > >> > - We agree that time_mode could be introduced to > other > > > > > > > > window-based > > > > > > > > > >> > operators down the road. We also want to support > early > > > > fire > > > > > > for > > > > > > > > > >> > window join. Also, thanks for highlighting > > > > > > > > > >> > FlinkChangelogModeInferenceProgram! I added the code > > > > change > > > > > on > > > > > > > it > > > > > > > > > >> > < > > > > > > > > > >> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > https://urldefense.com/v3/__https://docs.google.com/document/d/1YobpNdnvzSsceniVj4NZWi445gb1-54Rox-D7nPArZo/edit?tab=t.0*heading=h.z6qdwrvtgn4u__;Iw!!IKRxdwAv5BmarQ!amkTjCPG108LnMxlN_eVP1GHgJpGNcvNJWSNr3NMfIoj0hTe4LvEKnFk0_gDXV0W-hozAXm9Kxw9VrlRT3jQ-Y5SiJXB$ > > > > > > > > > >> > > > > > > > > > > >> > in the proposal. > > > > > > > > > >> > > > > > > > > > > >> > > > > > > > > > > >> >Thanks again for your time and feedback! I’ve updated > the > > > > > > proposal > > > > > > > > with > > > > > > > > > >> >these points. Please let me know if there’s anything > > else I > > > > > > should > > > > > > > > > >> address. > > > > > > > > > >> > > > > > > > > > > >> >Best, > > > > > > > > > >> >Weiqing > > > > > > > > > >> > > > > > > > > > > >> > > > > > > > > > > >> >On Mon, Jan 6, 2025 at 6:32 PM Xuyang < > > xyzhong...@163.com> > > > > > > wrote: > > > > > > > > > >> > > > > > > > > > > >> >> Hi, Weiqing. Thank you for drafting this FLIP. I > have a > > > few > > > > > > > > > questions: > > > > > > > > > >> >> > > > > > > > > > >> >> 1. Currently, there are some configs related to early > > > > firing > > > > > > > > > available > > > > > > > > > >> to > > > > > > > > > >> >> users: `table.exec.emit.early-fire.enabled` and > > > > > > > > > >> >> > > > > > > > > > >> >> `table.exec.emit.early-fire.delay`. Although their > > > > > > documentation > > > > > > > > > states > > > > > > > > > >> >> that they are only applicable to the Window operator, > > > > > > > > > >> >> > > > > > > > > > >> >> it seems possible that they may also be relevant in > the > > > > > context > > > > > > > of > > > > > > > > > this > > > > > > > > > >> >> FLIP. Otherwise, having different early firing > > behaviors > > > > > > > > > >> >> > > > > > > > > > >> >> for different operators could confuse users. > > > > > > > > > >> >> > > > > > > > > > >> >> 2. The design of `time_mode` is excellent. Similar to > > > point > > > > > 1, > > > > > > > > > perhaps > > > > > > > > > >> we > > > > > > > > > >> >> can introduce it to other window-related operators > > > > > > > > > >> >> > > > > > > > > > >> >> in the future. > > > > > > > > > >> >> > > > > > > > > > >> >> 3. You need to modify the > > > > FlinkChangelogModeInferenceProgram > > > > > to > > > > > > > > > ensure > > > > > > > > > >> >> that downstream nodes of interval joins with > > > > > > > > > >> >> > > > > > > > > > >> >> early firing enabled are aware of retract or upsert > > > > messages. > > > > > > > > > >> >> > > > > > > > > > >> >> > > > > > > > > > >> >> > > > > > > > > > >> >> > > > > > > > > > >> >> -- > > > > > > > > > >> >> > > > > > > > > > >> >> Best！ > > > > > > > > > >> >> Xuyang > > > > > > > > > >> >> > > > > > > > > > >> >> > > > > > > > > > >> >> > > > > > > > > > >> >> > > > > > > > > > >> >> > > > > > > > > > >> >> At 2025-01-07 06:35:51, "Xingcan Cui" < > > > xingc...@gmail.com> > > > > > > > wrote: > > > > > > > > > >> >> >Hi Weiqing, > > > > > > > > > >> >> > > > > > > > > > > >> >> >Thanks for the proposal. IMO, adding early fire for > > time > > > > > > > interval > > > > > > > > > outer > > > > > > > > > >> >> >joins is feasible overall. I have a few questions. > > > > > > > > > >> >> > > > > > > > > > > >> >> >1. The current output stream of a time interval > outer > > > join > > > > > is > > > > > > an > > > > > > > > > >> >> >append-only stream. This change will make it a > > potential > > > > > > > > retractable > > > > > > > > > >> >> >stream. I'm not sure if the planner supports a > dynamic > > > > > output > > > > > > > type > > > > > > > > > like > > > > > > > > > >> >> >that. Could you add this part to your design doc? > > > > > > > > > >> >> >2. What's the use case when the downstream > components > > > need > > > > > to > > > > > > > get > > > > > > > > > the > > > > > > > > > >> >> early > > > > > > > > > >> >> >fired results regularly? > > > > > > > > > >> >> >3. The time interval join operator itself is not > quite > > > > > > efficient > > > > > > > > > when > > > > > > > > > >> the > > > > > > > > > >> >> >state becomes large. Will there be any extra > overhead > > > > after > > > > > > > > > introducing > > > > > > > > > >> >> >this feature? > > > > > > > > > >> >> > > > > > > > > > > >> >> >Thanks, > > > > > > > > > >> >> >Xingcan > > > > > > > > > >> >> > > > > > > > > > > >> >> >On Mon, Jan 6, 2025 at 4:11 PM Weiqing Yang < > > > > > > > > > yangweiqing...@gmail.com> > > > > > > > > > >> >> >wrote: > > > > > > > > > >> >> > > > > > > > > > > >> >> >> Hi all, > > > > > > > > > >> >> >> > > > > > > > > > >> >> >> Just a gentle reminder regarding the proposal I > > shared > > > > on > > > > > > > early > > > > > > > > > fire > > > > > > > > > >> >> >> support for Flink SQL interval joins. I’d greatly > > > > > appreciate > > > > > > > > your > > > > > > > > > >> >> feedback > > > > > > > > > >> >> >> or suggestions. > > > > > > > > > >> >> >> > > > > > > > > > >> >> >> Here’s the link to the proposal document: Link > > > > > > > > > >> >> >> < > > > > > > > > > >> >> >> > > > > > > > > > >> >> > > > > > > > > > >> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > https://urldefense.com/v3/__https://docs.google.com/document/d/1YobpNdnvzSsceniVj4NZWi445gb1-54Rox-D7nPArZo/edit?tab=t.0*heading=h.z7bl0h2hwkph__;Iw!!IKRxdwAv5BmarQ!amkTjCPG108LnMxlN_eVP1GHgJpGNcvNJWSNr3NMfIoj0hTe4LvEKnFk0_gDXV0W-hozAXm9Kxw9VrlRT3jQ-ZfECmzD$ > > > > > > > > > >> >> >> > > > > > > > > > > >> >> >> > > > > > > > > > >> >> >> Thank you! > > > > > > > > > >> >> >> > > > > > > > > > >> >> >> Best, > > > > > > > > > >> >> >> Weiqing > > > > > > > > > >> >> >> > > > > > > > > > >> >> >> On Sun, Dec 22, 2024 at 11:19 PM Weiqing Yang < > > > > > > > > > >> yangweiqing...@gmail.com > > > > > > > > > >> >> > > > > > > > > > > >> >> >> wrote: > > > > > > > > > >> >> >> > > > > > > > > > >> >> >> > Hi all, > > > > > > > > > >> >> >> > > > > > > > > > > >> >> >> > I’d like to initiate a discussion about > > introducing > > > > > early > > > > > > > fire > > > > > > > > > >> support > > > > > > > > > >> >> >> for > > > > > > > > > >> >> >> > Flink SQL interval joins. > > > > > > > > > >> >> >> > > > > > > > > > > >> >> >> > *Motivation* > > > > > > > > > >> >> >> > In many streaming applications, particularly > > > real-time > > > > > > > > analytics > > > > > > > > > >> and > > > > > > > > > >> >> >> > monitoring systems, it is valuable to obtain > > partial > > > > > > results > > > > > > > > > >> earlier > > > > > > > > > >> >> >> rather > > > > > > > > > >> >> >> > than waiting for full join conditions to > finalize. > > > For > > > > > > Flink > > > > > > > > SQL > > > > > > > > > >> >> interval > > > > > > > > > >> >> >> > joins, results are typically delayed until > > > watermarks > > > > > > ensure > > > > > > > > no > > > > > > > > > >> more > > > > > > > > > >> >> >> > matches can occur. This delay can be challenging > > for > > > > > > > scenarios > > > > > > > > > that > > > > > > > > > >> >> >> require > > > > > > > > > >> >> >> > fast feedback. Early fire support addresses this > > by > > > > > > emitting > > > > > > > > > >> >> intermediate > > > > > > > > > >> >> >> > results speculatively and using retractions or > > > updates > > > > > to > > > > > > > > > maintain > > > > > > > > > >> >> >> eventual > > > > > > > > > >> >> >> > consistency and ensure correctness. > > > > > > > > > >> >> >> > > > > > > > > > > >> >> >> > Here’s the proposal document: Link > > > > > > > > > >> >> >> > < > > > > > > > > > >> >> >> > > > > > > > > > >> >> > > > > > > > > > >> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > https://urldefense.com/v3/__https://docs.google.com/document/d/1YobpNdnvzSsceniVj4NZWi445gb1-54Rox-D7nPArZo/edit?tab=t.0*heading=h.z7bl0h2hwkph__;Iw!!IKRxdwAv5BmarQ!amkTjCPG108LnMxlN_eVP1GHgJpGNcvNJWSNr3NMfIoj0hTe4LvEKnFk0_gDXV0W-hozAXm9Kxw9VrlRT3jQ-ZfECmzD$ > > > > > > > > > >> >> >> > > > > > > > > > > >> >> >> > > > > > > > > > > >> >> >> > Your feedback and ideas are welcome to refine > this > > > > > > feature. > > > > > > > > > >> >> >> > > > > > > > > > > >> >> >> > Thanks, > > > > > > > > > >> >> >> > Weiqing > > > > > > > > > >> >> >> > > > > > > > > > > >> >> >> > > > > > > > > > >> >> > > > > > > > > > >> > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > > >
