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Setting up streaming replication on large database (20+ TB) for the first time

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I have a large database (~25 TB) and I want to set up streaming replication for the first time.

My problem is that after completion of the pg_basebackup (which completed for 2 days with --wal-method=none) now PG is replaying the WAL files from the WAL archive directory but it can not keep up. The replaying of WAL files is the same as the physical time, for example:

2022-08-17 22:42:57 EEST [13507-6] [] DETAIL:  Last completed transaction was at log time 2022-08-15 18:24:02.155289+03.
2022-08-17 22:48:35 EEST [13507-12] [] DETAIL:  Last completed transaction was at log time 2022-08-15 18:29:54.962822+03.
2022-08-17 22:54:35 EEST [13507-16] [] DETAIL:  Last completed transaction was at log time 2022-08-15 18:34:20.099468+03.

From ~22:43 to ~22:48 there are 5 minutes. And completed transactions are at ~18:24 and ~18:29 (5 minutes).

I have even put all WAL files from the archive directly in the pg_wal directory of the replica and now PostgreSQL skips the cp command from restore_command, i.e. I have removed the restore_command and now the WAL files are only recovering, this is the only operation, but it is slow:

postgres: startup   recovering 000000010003FC7900000013
postgres: startup   recovering 000000010003FC7900000014
postgres: startup   recovering 000000010003FC7900000015
...

And it cannot keep up and my replication cannot start since it is 2 days behind the master... The replica has the same SSD disks as the master.

Is there a better way to do this? How to speed up recovering of WAL files? I have increased shared_buffers as much as I can... Is there something that I miss from the recovery process?

I do not have problems setting up replications for the first time for small database (10 GB - 100 GB), but for 25 TB I can not set the replication, because of this lag.


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