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Try out pg_probackup. It works on database files directly. Restore is as fast as you can write on your ssd.

I've setup a pgsql server with timescaledb recently. Continuing backup based on WAL takes seconds each hour and a complete restore takes 15 minutes for almost 300 GB of data because the 1 GBit connection to the backup server is the bottleneck.






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