Thanks @Fabian @Jark @Rui for sharing your opinions. For the the small divergence about choose a temporal join name or temporal table name, I don't have strong inclination.
Regarding to choose a different name for this join: I agree with Jark and Rui to keep the existing "event-time temporal join" and "processing-time temporal join". Regarding to name the "temporal table without versions/ latest-only temporal table": Although Flink has imported Temporal Table concept for users[1], I think users are more familiar with dynamic table concept. If we wouldn't like to import more temporal table concepts, Rui's proposal using "versioned table" for versioned dynamic table and "regular table" for regular dynamic table is fine to me. HDYT? @Fabian @Jark Best Leonard [1]https://ci.apache.org/projects/flink/flink-docs-master/dev/table/streaming/temporal_tables.html <https://ci.apache.org/projects/flink/flink-docs-master/dev/table/streaming/temporal_tables.html> > 在 2020年8月21日，14:18，Rui Li <lirui.fu...@gmail.com> 写道： > > Hi guys, > > Just my two cents. > > I agree with Jark that we should use "event-time/processing-time temporal > join" as the name for this join. > > But I'm not sure about the definition of "temporal table". > > Then the "temporal join" (i.e. FOR SYSTEM_TIME AS OF syntax) joins a > non-temporal table, which also sounds like contradictions. > > Why would we require "temporal join" only joins a "temporal table", if the > standard doesn't even define what is a "temporal table"? > > What about defining the term "temporal table" to be "a table is changing over > time", the same as the "dynamic table". > > I'd prefer not to introduce another term if it has the same meaning as > "dynamic table". > > I wonder whether it's possible to consider "temporal join" as a specific kind > of join that may work with regular or versioned tables, instead > of a join that requires a specific kind of table. > > On Fri, Aug 21, 2020 at 1:45 PM Jark Wu <imj...@gmail.com > <mailto:imj...@gmail.com>> wrote: > Hi everyone, > > Thank you for the great discussion @Leonard and @Fabian. > > Regarding to choose a different name for this join: > > From my point of view, I don't agree to introduce a new grammar called > whatever "lookup join" or "version join", because: > 1. "lookup" is a physical behavior not a logical concept. > 2. The SQL standard has proposed temporal join and it fits Flink well with > the event-time and processing-time attributes. > 3. We already have so many different join grammer, e.g. "regular join", > "interval join", "temporal join", and maybe "window join" in the future. > It may confuse users when having more join concepts. > > So I think the existing "event-time temporal join" and "processing-time > temporal join" work well and we should still use them. > > Regarding to the "temporal table without versions": > > I agree there are contradictions between "temporal table" and "temporal table > without versions" if we think "temporal table" tracks full history. > However, if we call "temporal table without versions" as a "regular table", > not a kind of "temporal table". > Then the "temporal join" (i.e. FOR SYSTEM_TIME AS OF syntax) joins a > non-temporal table, which also sounds like contradictions. > > I also notice that in SQL Server, the "system-versioned temporal table" is a > combination of "Temporal Table" (current data) and "History Table" [1]. > The "Temporal Table" is the current data of the database which is the same as > our definition of "temporal table without version". The documentation says: > > > This additional table is referred to as the history table, while the main > > table that stores current (actual) row versions is referred to as the > > current table or simply as the temporal table. > > Besides, SQL:2011 doesn't define the meaning of "temporal table" [2], so I > think we can define the meaning ourselves. > > > Interestingly, SQL:2011 manages to provide this (system-versioned table) > > support without actually defining or using the terms “temporal data” or > > “temporal table”. > > What about defining the term "temporal table" to be "a table is changing over > time", the same as the "dynamic table". > A "versioned temporal table" is a special temporal table which tracks the > full history of the changing table and supports point-in-time access. > A regular temporal table only supports access to the current data (no earlier > versions). > > In this way, the "temporal join" still makes sense, because the joined table > is a "temporal table", and all the tables in Flink is "temporal table" (or > dynamic table). > > Best, > Jark > > [1]: > https://docs.microsoft.com/en-us/sql/relational-databases/tables/temporal-tables?view=sql-server-ver15#what-is-a-system-versioned-temporal-table > > <https://docs.microsoft.com/en-us/sql/relational-databases/tables/temporal-tables?view=sql-server-ver15#what-is-a-system-versioned-temporal-table> > [2]: > https://cs.ulb.ac.be/public/_media/teaching/infoh415/tempfeaturessql2011.pdf > <https://cs.ulb.ac.be/public/_media/teaching/infoh415/tempfeaturessql2011.pdf> > > > > > > > On Thu, 20 Aug 2020 at 22:55, Fabian Hueske <fhue...@gmail.com > <mailto:fhue...@gmail.com>> wrote: > Hi everyone, > > Yes, just to help user distinguish the difference between versioned temporal > table and latest-only temporal table. > > > I don't think we help users to understand the differences if we invent new > (IMO confusing) terms ("temporal table without version" or "latest-only > temporal table") instead of using known terminology ("table"). > >> As I suggested before, it might make sense to choose a different name for >> this join instead of using a fancy name for the tables such that the name >> fits the name of the join. > I think lookup join is a physical implementation of Processing-Time temporal > table join, we can even offer a lookup join implementation for Event-time > temporal table join if the external system support lookup history data. > > Versioned temporal table can be used in Event-time temporal table join, all > temporal table(including versioned temporal tale and regular table) can be > used in Processing-time temporal table join, > lookup join is a kind of physical implementation of Processing-time temporal > table join which lookups the external system’s data. > > > Lookup Join was just a quick shot proposal without putting much thought into > it, but a different name might help to solve the naming issue with "temporal > table without versions". > Another proposal would be "Version Join" or "Table Version Join". > > If we agree regular tables are temporal table, I tend to keep latest-only > temporal table to clarify the temporal and version concept in regular table. > > > In my understanding access to a table's history is the core property of > temporal tables (that's also how temporal tables are defined for SQL Server > [1] or PostgreSQL [2]). > A "temporal table without versions"or "latest-only temporal table" is just a > table. It does not have any other property than all the tables we've always > dealt with. > > So I would say that there are temporal tables (for which earlier versions can > be accessed) and just tables like those that our users have always used so > far (for which there are no earlier versions). > > Maybe it's just me, but "temporal table without versions" or "latest-only > temporal table" sound like contradictions to me, similar to "tiny skyscraper". > > How about we try to get a few more opinions on this? > What do others think about this issue? > > > Best > Leonard > > > Best, > Fabian > > [1] > https://docs.microsoft.com/en-us/sql/relational-databases/tables/temporal-tables?view=sql-server-ver15 > > <https://docs.microsoft.com/en-us/sql/relational-databases/tables/temporal-tables?view=sql-server-ver15> > [2] https://pgxn.org/dist/temporal_tables/ > <https://pgxn.org/dist/temporal_tables/> > > >> Cheers, >> Fabian >> >> Am Mi., 19. Aug. 2020 um 04:24 Uhr schrieb Leonard Xu <xbjt...@gmail.com >> <mailto:xbjt...@gmail.com>>: >> Thanks Fabian and Seth for the feedback >> >> I agree the name “temporal table without version” is less accurate because >> this kind of temporal table has a latest version rather than has no version. >> >> How about “Latest-only temporal table” ? The related concept section updated >> as following: >> >> Temporal Table: Temporal table is a table that evolves over time, rows in >> temporal table are associated with one or more temporal periods. >> Version: A temporal table can split into a set of versioned table >> snapshots, the version in table snapshots represents the valid life circle >> of rows, the start time and the end time of the valid period can be >> assigned by users. >> Versioned temporal table: If the row in temporal table can track its >> history changes and visit its history versions, we called this kind of >> temporal table as versioned temporal table. >> Latest-only temporal table: If the row in temporal table can only track >> its latest version, we called this kind of temporal table as latest-only >> temporal table. The temporal table in lookup join can only track its latest >> version and thus it's also a latest-only temporal table. >> >> Best >> Leonard >> >>> 在 2020年8月19日，04:46，Seth Wiesman <sjwies...@gmail.com >>> <mailto:sjwies...@gmail.com>> 写道： >>> >>> +1 to the updated design. >>> >>> I agree with Fabian that the naming of "temporal table without version" is >>> a bit confusing but the actual semantics make sense to me. I think just >>> saying its a Flink managed lookup join makes sense. >>> >>> Seth >>> >>> On Tue, Aug 18, 2020 at 3:07 PM Fabian Hueske <fhue...@gmail.com >>> <mailto:fhue...@gmail.com>> wrote: >>> >>>> Thanks for the updated FLIP Leonard! >>>> In my opinion this was an improvement. >>>> So +1 for this design. >>>> >>>> I have just one remark regarding the terminology. >>>> I find the term "Temporal Table without Version" somewhat confusing. >>>> IMO, versions are the core principle of temporal tables and temporal >>>> tables without versions don't make much sense to me. >>>> >>>> What makes such a table a "Temporal" table? Isn't it just a regular table? >>>> If I understand the proposal correctly, "Temporal Tables without Version" >>>> can only be used in processing time temporal table joins, because this join >>>> only requests the current version. >>>> But all regular tables can be used in processing time (temporal) table >>>> joins as well. >>>> It's basically the same as a lookup join, with the only difference that >>>> the table is maintained in Flink and not accessed in an external system >>>> (for example via JDBC). >>>> >>>> Are "Temporal Tables without Version" called "Temporal" because they can >>>> be used in "processing time temporal table joins" and due to its name this >>>> join needs to join something that's called "Temporal"? >>>> In that case, we might want to rename "processing time temporal table >>>> joins" into something else that does not imply a versioning. >>>> Maybe we can call them just lookup joins to avoid introducing another term? >>>> >>>> Thanks, Fabian >>>> >>>> Am Di., 18. Aug. 2020 um 04:30 Uhr schrieb Rui Li <lirui.fu...@gmail.com >>>> <mailto:lirui.fu...@gmail.com>>: >>>> >>>>> Thanks Leonard for the clarifications! >>>>> >>>>> On Mon, Aug 17, 2020 at 9:17 PM Leonard Xu <xbjt...@gmail.com >>>>> <mailto:xbjt...@gmail.com>> wrote: >>>>> >>>>>> >>>>>>> But are we still able to track different views of such a >>>>>>> table through time, as rows are added/deleted to/from the table? >>>>>> >>>>>> Yes, in fact we support temporal table from changlog which contains all >>>>>> possible message types(INSERT/UPDATE/DELETE). >>>>>> >>>>>>> For >>>>>>> example, suppose I have an append-only table source with event-time >>>>>> and PK, >>>>>>> will I be allowed to do an event-time temporal join with this table? >>>>>> Yes, I list some examples in the doc, the example versioned_rates3 is >>>>>> this case exactly. >>>>>> >>>>>> Best >>>>>> Leonard >>>>>> >>>>>> >>>>>>> >>>>>>> On Wed, Aug 12, 2020 at 3:31 PM Leonard Xu <xbjt...@gmail.com >>>>>>> <mailto:xbjt...@gmail.com> <mailto: >>>>>> xbjt...@gmail.com <mailto:xbjt...@gmail.com>>> wrote: >>>>>>> >>>>>>>> Hi, all >>>>>>>> >>>>>>>> After a detailed offline discussion about the temporal table related >>>>>>>> concept and behavior, we had a reliable solution and rejected several >>>>>>>> alternatives. >>>>>>>> Compared to rejected alternatives, the proposed approach is a more >>>>>> unified >>>>>>>> story and also friendly to user and current Flink framework. >>>>>>>> I improved the FLIP[1] with the proposed approach and refactored the >>>>>>>> document organization to make it clear enough. >>>>>>>> >>>>>>>> Please let me know if you have any concerns, I’m looking forward your >>>>>>>> comments. >>>>>>>> >>>>>>>> >>>>>>>> Best >>>>>>>> Leonard >>>>>>>> >>>>>>>> [1] >>>>>>>> >>>>>> https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL >>>>>> >>>>>> <https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL> >>>>>>>> < >>>>>>>> >>>>>> https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL >>>>>> >>>>>> <https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL> >>>>>> < >>>>>> https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL >>>>>> >>>>>> <https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL> >>>>>>> >>>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>>> 在 2020年8月4日，21:25，Leonard Xu <xbjt...@gmail.com >>>>>>>>> <mailto:xbjt...@gmail.com> <mailto: >>>>>> xbjt...@gmail.com <mailto:xbjt...@gmail.com>>> 写道： >>>>>>>>> >>>>>>>>> Hi, all >>>>>>>>> >>>>>>>>> I’ve updated the FLIP[1] with the terminology `ChangelogTime`. >>>>>>>>> >>>>>>>>> Best >>>>>>>>> Leonard >>>>>>>>> [1] >>>>>>>> >>>>>> https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL >>>>>> >>>>>> <https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL> >>>>>> < >>>>>> https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL >>>>>> >>>>>> <https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL> >>>>>>> >>>>>>>> < >>>>>>>> >>>>>> https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL >>>>>> >>>>>> <https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL> >>>>>> < >>>>>> https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL >>>>>> >>>>>> <https://cwiki.apache.org/confluence/display/FLINK/FLIP-132+Temporal+Table+DDL> >>>>>>> >>>>>>>>> >>>>>>>>> >>>>>>>>>> 在 2020年8月4日，20:58，Leonard Xu <xbjt...@gmail.com >>>>>>>>>> <mailto:xbjt...@gmail.com> <mailto: >>>>>> xbjt...@gmail.com <mailto:xbjt...@gmail.com>> <mailto: >>>>>>>> xbjt...@gmail.com <mailto:xbjt...@gmail.com> <mailto:xbjt...@gmail.com >>>>>>>> <mailto:xbjt...@gmail.com>>>> 写道： >>>>>>>>>> >>>>>>>>>> Hi, Timo >>>>>>>>>> >>>>>>>>>> Thanks for you response. >>>>>>>>>> >>>>>>>>>>> 1) Naming: Is operation time a good term for this concept? If I >>>>>> read >>>>>>>> "The operation time is the time when the changes happened in system." >>>>>> or >>>>>>>> "The system time of DML execution in database", why don't we call it >>>>>>>> `ChangelogTime` or `SystemTime`? Introducing another terminology of >>>>>> time in >>>>>>>> Flink should be thought through. >>>>>>>>>> >>>>>>>>>> I agree that we should thought through. I have considered the name >>>>>>>> `ChangelogTime` and `SystemTime` too, I don’t have strong opinion on >>>>>> the >>>>>>>> name. >>>>>>>>>> >>>>>>>>>> I proposed `operationTime` because most changelog comes from >>>>>> Database >>>>>>>> and we always called an action as `operation` rather than `change` in >>>>>>>> Database, the operation time is easier to understand for database >>>>>> users, >>>>>>>> but it's more like a database terminology. >>>>>>>>>> >>>>>>>>>> For `SystemTime`, user may confuse which one does the system in >>>>>>>> `SystemTime` represents? Flink, Database or CDC tool. Maybe it’s >>>>>> not a >>>>>>>> good name. >>>>>>>>>> >>>>>>>>>> `ChangelogTime` is a pretty choice which is more unified with >>>>>> existed >>>>>>>> terminology `Changelog` and `ChangelogMode`, so let me use >>>>>> `ChangelogTime` >>>>>>>> and I’ll update the FLIP. >>>>>>>>>> >>>>>>>>>> >>>>>>>>>>> 2) Exposing it through `org.apache.flink.types.Row`: Shall we also >>>>>>>> expose the concept of time through the user-level `Row` type? The >>>>>> FLIP does >>>>>>>> not mention this explictly. I think we can keep it as an internal >>>>>> concept >>>>>>>> but I just wanted to ask for clarification. >>>>>>>>>> >>>>>>>>>> Yes, I want to keep it as an internal concept, we have discussed >>>>>> that >>>>>>>> changelog time concept should be the third time concept(the other two >>>>>> are >>>>>>>> event-time and processing-time). It’s not easy for normal users(or to >>>>>> help >>>>>>>> normal users) understand the three concepts accurately, and I did not >>>>>> find >>>>>>>> a big enough scenario that user need to touch the changelog time for >>>>>> now, >>>>>>>> so I tend to do not expose the concept to users. >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> Best, >>>>>>>>>> Leonard >>>>>>>>>> >>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> On 04.08.20 04:58, Leonard Xu wrote: >>>>>>>>>>>> Thanks Konstantin, >>>>>>>>>>>> Regarding your questions, hope my comments has address your >>>>>> questions >>>>>>>> and I also add a few explanation in the FLIP. >>>>>>>>>>>> Thank you all for the feedback, >>>>>>>>>>>> It seems everyone involved in this thread has reached a >>>>>> consensus. >>>>>>>>>>>> I will start a vote thread later. >>>>>>>>>>>> Best, >>>>>>>>>>>> Leonard >>>>>>>>>>>>> 在 2020年8月3日，19:35，godfrey he <godfre...@gmail.com >>>>>>>>>>>>> <mailto:godfre...@gmail.com> <mailto: >>>>>> godfre...@gmail.com <mailto:godfre...@gmail.com>> <mailto: >>>>>>>> godfre...@gmail.com <mailto:godfre...@gmail.com> >>>>>>>> <mailto:godfre...@gmail.com <mailto:godfre...@gmail.com>>>> 写道： >>>>>>>>>>>>> >>>>>>>>>>>>> Thanks Lennard for driving this FLIP. >>>>>>>>>>>>> Looks good to me. >>>>>>>>>>>>> >>>>>>>>>>>>> Best, >>>>>>>>>>>>> Godfrey >>>>>>>>>>>>> >>>>>>>>>>>>> Jark Wu <imj...@gmail.com <mailto:imj...@gmail.com> >>>>>>>>>>>>> <mailto:imj...@gmail.com <mailto:imj...@gmail.com>> <mailto: >>>>>> imj...@gmail.com <mailto:imj...@gmail.com> <mailto:imj...@gmail.com >>>>>> <mailto:imj...@gmail.com>>>> 于2020年8月3日周一 >>>>>>>> 下午12:04写道： >>>>>>>>>>>>> >>>>>>>>>>>>>> Thanks Leonard for the great FLIP. I think it is in very good >>>>>> shape. >>>>>>>>>>>>>> +1 to start a vote. >>>>>>>>>>>>>> >>>>>>>>>>>>>> Best, >>>>>>>>>>>>>> Jark >>>>>>>>>>>>>> >>>>>>>>>>>>>> On Fri, 31 Jul 2020 at 17:56, Fabian Hueske <fhue...@gmail.com >>>>>>>>>>>>>> <mailto:fhue...@gmail.com> >>>>>> <mailto:fhue...@gmail.com <mailto:fhue...@gmail.com>> >>>>>>>> <mailto:fhue...@gmail.com <mailto:fhue...@gmail.com> >>>>>>>> <mailto:fhue...@gmail.com <mailto:fhue...@gmail.com>>>> wrote: >>>>>>>>>>>>>> >>>>>>>>>>>>>>> Hi Leonard, >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> Thanks for this FLIP! >>>>>>>>>>>>>>> Looks good from my side. >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> Cheers, Fabian >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> Am Do., 30. Juli 2020 um 22:15 Uhr schrieb Seth Wiesman < >>>>>>>>>>>>>>> sjwies...@gmail.com <mailto:sjwies...@gmail.com> >>>>>>>>>>>>>>> <mailto:sjwies...@gmail.com <mailto:sjwies...@gmail.com>> >>>>>>>>>>>>>>> <mailto: >>>>>> sjwies...@gmail.com <mailto:sjwies...@gmail.com> >>>>>> <mailto:sjwies...@gmail.com <mailto:sjwies...@gmail.com>>> >>>>>>>>>>>>>>>> : >>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> Hi Leondard, >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> Thank you for pushing this, I think the updated syntax looks >>>>>>>> really >>>>>>>>>>>>>> good >>>>>>>>>>>>>>>> and the semantics make sense to me. >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> +1 >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> Seth >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>> On Wed, Jul 29, 2020 at 11:36 AM Leonard Xu < >>>>>> xbjt...@gmail.com <mailto:xbjt...@gmail.com> <mailto:xbjt...@gmail.com >>>>>> <mailto:xbjt...@gmail.com>> >>>>>>>> <mailto:xbjt...@gmail.com <mailto:xbjt...@gmail.com> >>>>>>>> <mailto:xbjt...@gmail.com <mailto:xbjt...@gmail.com>>>> wrote: >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> Hi, Konstantin >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> 1) A "Versioned Temporal Table DDL on source" can only be >>>>>>>> joined >>>>>>>>>>>>>> on >>>>>>>>>>>>>>>> the >>>>>>>>>>>>>>>>>> PRIMARY KEY attribute, correct? >>>>>>>>>>>>>>>>> Yes, the PRIMARY KEY would be join key. >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> 2) Isn't it the time attribute in the ORDER BY clause of the >>>>>>>> VIEW >>>>>>>>>>>>>>>>> definition that defines >>>>>>>>>>>>>>>>>> whether a event-time or processing time temporal table join >>>>>> is >>>>>>>>>>>>>> used? >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> I think event-time or processing-time temporal table join >>>>>>>> depends on >>>>>>>>>>>>>>> fact >>>>>>>>>>>>>>>>> table’s time attribute in temporal join rather than from >>>>>> temporal >>>>>>>>>>>>>> table >>>>>>>>>>>>>>>>> side, the event-time or processing time in temporal table is >>>>>> just >>>>>>>>>>>>>> used >>>>>>>>>>>>>>> to >>>>>>>>>>>>>>>>> split the validity period of versioned snapshot of temporal >>>>>>>> table. >>>>>>>>>>>>>> The >>>>>>>>>>>>>>>>> processing time attribute is not necessary for temporal >>>>>> table >>>>>>>>>>>>>> without >>>>>>>>>>>>>>>>> version, only the primary key is required, the following >>>>>> VIEW is >>>>>>>> also >>>>>>>>>>>>>>>> valid >>>>>>>>>>>>>>>>> for temporal table without version. >>>>>>>>>>>>>>>>> CREATE VIEW latest_rates AS >>>>>>>>>>>>>>>>> SELECT currency, LAST_VALUE(rate) -- only keep the >>>>>>>> latest >>>>>>>>>>>>>>>>> version >>>>>>>>>>>>>>>>> FROM rates >>>>>>>>>>>>>>>>> GROUP BY currency; -- inferred >>>>>> primary >>>>>>>> key >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>>> 3) A "Versioned Temporal Table DDL on source" is always >>>>>>>> versioned >>>>>>>>>>>>>> on >>>>>>>>>>>>>>>>>> operation_time regardless of the lookup table attribute >>>>>>>> (event-time >>>>>>>>>>>>>>> or >>>>>>>>>>>>>>>>>> processing time attribute), correct? >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> Yes, the semantics of `FOR SYSTEM_TIME AS OF o.time` is >>>>>> using the >>>>>>>>>>>>>>> o.time >>>>>>>>>>>>>>>>> value to lookup the version of the temporal table. >>>>>>>>>>>>>>>>> For fact table has the processing time attribute, it means >>>>>> only >>>>>>>>>>>>>> lookup >>>>>>>>>>>>>>>> the >>>>>>>>>>>>>>>>> latest version of temporal table and we can do some >>>>>> optimization >>>>>>>> in >>>>>>>>>>>>>>>>> implementation like only keep the latest version. >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> >>>>>>>>>>>>>>>>> Best >>>>>>>>>>>>>>>>> Leonard >>>>>>>>>>>>>>>> >>>>>>>>>>>>>>> >>>>>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>> >>>>>>>>> >>>>>>>> >>>>>>>> >>>>>>> >>>>>>> -- >>>>>>> Best regards! >>>>>>> Rui Li >>>>>> >>>>>> >>>>> >>>>> -- >>>>> Best regards! >>>>> Rui Li >>>>> >>>> >> > > > > -- > Best regards! > Rui Li
