Re: CDC/ETL system on top of logical replication with pgoutput, custom client
От | Amit Kapila |
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Тема | Re: CDC/ETL system on top of logical replication with pgoutput, custom client |
Дата | |
Msg-id | CAA4eK1Ljp1jm46fnUBXt42j6KRxz5Ncw4wSOWnFt_OxFDw1r5A@mail.gmail.com обсуждение исходный текст |
Ответ на | CDC/ETL system on top of logical replication with pgoutput, custom client (José Neves <rafaneves3@msn.com>) |
Ответы |
RE: CDC/ETL system on top of logical replication with pgoutput, custom client
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Список | pgsql-hackers |
On Mon, Jul 31, 2023 at 3:06 PM José Neves <rafaneves3@msn.com> wrote: > > Hi there, hope to find you well. > > I'm attempting to develop a CDC on top of Postgres, currently using 12, the last minor, with a custom client, and I'm runninginto issues with data loss caused by out-of-order logical replication messages. > > The problem is as follows: postgres streams A, B, D, G, K, I, P logical replication events, upon exit signal we stop consumingnew events at LSN K, and we wait 30s for out-of-order events. Let's say that we only got A, (and K ofc) so in thefollowing 30s, we get B, D, however, for whatever reason, G never arrived. As with pgoutput-based logical replicationwe have no way to calculate the next LSN, we have no idea that G was missing, so we assumed that it all arrived,committing K to postgres slot and shutdown. In the next run, our worker will start receiving data from K forward,and G is lost forever... > Meanwhile postgres moves forward with archiving and we can't go back to check if we lost anything. And even if we could,would be extremely inefficient. > > In sum, the issue comes from the fact that postgres will stream events with unordered LSNs on high transactional systems,and that pgoutput doesn't have access to enough information to calculate the next or last LSN, so we have no wayto check if we receive all the data that we are supposed to receive, risking committing an offset that we shouldn't aswe didn't receive yet preceding data. > As per my understanding, we stream the data in the commit LSN order and for a particular transaction, all the changes are per their LSN order. Now, it is possible that for a parallel transaction, we send some changes from a prior LSN after sending the commit of another transaction. Say we have changes as follows: T-1 change1 LSN1-1000 change2 LSN2- 2000 commit LSN3- 3000 T-2 change1 LSN1-500 change2 LSN2-1500 commit LSN3-4000 In such a case, all the changes including the commit of T-1 are sent and then all the changes including the commit of T-2 are sent. So, one can say that some of the changes from T-2 from prior LSN arrived after T-1's commit but that shouldn't be a problem because if restart happens after we received partial T-2, we should receive the entire T-2. It is possible that you are seeing something else but if so then please try to share a more concrete example. -- With Regards, Amit Kapila.
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