Postgresql streaming replication slow on macOS I am using PostgreSQL 10.1 on MAC on which I am trying to set up streaming replication. I configured both master and slave to be on the same machine. I find the streaming replication lag to be slower than expected on mac. The same test runs on a Linux Ubuntu 16.04 machine without much lag.

I have the following insert script. 

for i in $(seq 1 1 1000)
do
bin/psql postgres -p 8999 -c "Insert into $1 select tz, $i * 127361::bigint, $i::real, random()*12696::bigint from generate_series('01-01-2018'::timestamptz, '02-01-2018'::timestamptz, '30 sec'::interval)tz;"
echo $i
done


The lag is measured using the following queries,

SELECT pg_last_wal_receive_lsn() - pg_last_wal_replay_lsn();
SELECT (extract(epoch FROM now()) - extract(epoch FROM pg_last_xact_replay_timestamp()))::int;


However, the observation is very unexpected. The lag is increasing from the moment the transactions are started on master. 

Slave    localhost_9001: 12680304        1  
Slave    localhost_9001: 12354168        1  
Slave    localhost_9001: 16086800        1  
.
.
.
Slave    localhost_9001: 3697460920      121    
Slave    localhost_9001: 3689335376      122    
Slave    localhost_9001: 3685571296      122
.
.
.
.
Slave    localhost_9001: 312752632       190    
Slave    localhost_9001: 308177496       190    
Slave    localhost_9001: 303548984       190
.
.
Slave    localhost_9001: 22810280        199    
Slave    localhost_9001: 8255144         199    
Slave    localhost_9001: 4214440         199    
Slave    localhost_9001: 0       0  


It took around 4.5 minutes for a single client inserting on a single table to complete on master and another 4 minutes for the slave to catch up. Note that NO simultaneous selects are run other than the script to measure the lag.

I understand that replay in PostgreSQL is pretty simple like, "move a particular block to a location", but I am not sure about this behavior.

I have the following other configurations,

checkpoint_timeout = 5min       
max_wal_size = 1GB
min_wal_size = 80MB


Now, I run the same tests with same configurations on a Linux Ubuntu 16.04 machine, I find the lag perfectly reasonable. 

Am I missing anything?

UPDATE :

MAC Hardware configurations :
16GB RAM, 512GB SSD (Nvme)
Intel(R) Core(TM) i7-7820HQ CPU @ 2.90GHz

Linux hardware configurations :
16GB RAM, 512GB SSD (Nvme)
Intel(R) Core(TM) i7-6600U CPU @ 2.60GHz
You can  checked max_standby_streaming_delay (30s default) or max_standby_archive_delay (30s default) and recovery_min_apply_delay and checkpoint_flush_after (32 default).