Bucardo replication workarounds for extremely large Postgres updates
(photograph by Kevin Dooley)
Bucardo is very good at replicating data among Postgres databases (as well as replicating to other things, such as MariaDB, Oracle, and Redis!). However, sometimes you need to work outside the normal flow of trigger-based replication systems such as Bucardo. One such scenario is when many changes need to be made to your replicated tables. And by a lot, I mean many millions of rows. When this happens, it may be faster and easier to find an alternate way to replicate those changes.
When a change is made to a table that is being replicated by Bucardo, a trigger fires and stores the primary key of the row that was changed into a “delta” table. Then the Bucardo daemon comes along, gathers a list of all rows that were changed since the last time it checked, and pushes those rows to the other databases in the sync (a named replication set). Although all of this is done in a fast and efficient manner, there is a bit of overhead that adds up when (for example), updating 650 million rows in one transaction.
The first and best solution is to simply hand-apply all the changes yourself to every database you are replicating to. By disabling the Bucardo triggers first, you can prevent Bucardo from even knowing, or caring, that the changes have been made.
To demonstrate this, let’s have Bucardo replicate among five pgbench databases, called A, B, C, D, and E. Databases A, B, and C will be sources; D and E are just targets. Our replication looks like this: ( A <=> B <=> C ) => (D, E). First, we create all the databases and populate them:
## Create a new cluster for this test, and use port 5950 to minimize impact $ initdb --data-checksums btest $ echo port=5950 >> btest/postgresql.conf $ pg_ctl start -D btest -l logfile ## Create the main database and install the pg_bench schema into it $ export PGPORT=5950 $ createdb alpha $ pgbench alpha -i --foreign-keys ## Replicated tables need a primary key, so we need to modify things a little: $ psql alpha -c 'alter table pgbench_history add column hid serial primary key' ## Create the other four databases as exact copies of the first one: $ for dbname in beta gamma delta epsilon; do createdb $dbname -T alpha; done
Now that those are done, let’s install Bucardo, teach it about these databases, and create a sync to replicate among them as described above.
$ bucardo install --batch $ bucardo add dbs A,B,C,D,E dbname=alpha,beta,gamma,delta,epsilon dbport=5950 $ bucardo add sync fiveway tables=all dbs=A:source,B:source,C:source,D:target,E:target ## Tweak a few default locations to make our tests easier: $ echo -e "logdest=.\npiddir=." > .bucardorc
At this point, we have five databases all ready to go, and Bucardo is setup to replicate among them. Let’s do a quick test to make sure everything is working as it should.
$ bucardo start Checking for existing processes Starting Bucardo $ for db in alpha beta gamma delta epsilon; do psql $db -Atc "select '$db',sum(abalance) from pgbench_accounts";done | tr "\n" " " alpha|0 beta|0 gamma|0 delta|0 epsilon|0 $ pgbench alpha starting vacuum...end. transaction type: TPC-B (sort of) scaling factor: 1 query mode: simple number of clients: 1 number of threads: 1 number of transactions per client: 10 number of transactions actually processed: 10/10 latency average: 0.000 ms tps = 60.847066 (including connections establishing) tps = 62.877481 (excluding connections establishing) $ for db in alpha beta gamma delta epsilon; do psql $db -Atc "select '$db',sum(abalance) from pgbench_accounts";done | tr "\n" " " alpha|6576 beta|6576 gamma|6576 delta|6576 epsilon|6576 $ pgbench beta starting vacuum...end. ... tps = 60.728681 (including connections establishing) tps = 62.689074 (excluding connections establishing) $ for db in alpha beta gamma delta epsilon; do psql $db -Atc "select '$db',sum(abalance) from pgbench_accounts";done | tr "\n" " " alpha|7065 beta|7065 gamma|7065 delta|7065 epsilon|7065
Let’s imagine that the bank discovered a huge financial error, and needed to increase the balance of every account created in the last two years by 20 dollars. Let’s further imagine that this involved 650 million customers. That UPDATE will take a very long time, but will suffer even more because each update will also fire a Bucardo trigger, which in turn will write to another “delta” table. Then, Bucardo will have to read in 650 million rows from the delta table, and (on every other database in the sync) apply those changes by deleting 650 million rows then COPYing over the correct values. This is one situation where you want to sidestep your replication and handle things yourself. There are three solutions to this. The easiest, as mentioned, is to simply do all the changes yourself and prevent Bucardo from worrying about it.
The basic plan is to apply the updates on all the databases in the syncs at once, while using the session_replication_role feature to prevent the triggers from firing. Of course, this will prevent all of the triggers on the table from firing. If there are some non-Bucardo triggers that must fire during this update, you might wish to temporarily set them as ALWAYS triggers.
Solution one: manual copy
## First, stop Bucardo. Although not necessary, the databases are going to be busy enough ## that we don't need to worry about Bucardo at the moment. $ bucardo stop Creating ./fullstopbucardo ... Done ## In real-life, this query should get run in parallel across all databases, ## which would be on different servers: $ QUERY='UPDATE pgbench_accounts SET abalance = abalance + 25 WHERE aid > 78657769;' $ for db in alpha beta gamma delta epsilon; do psql $db -Atc "SET session_replication_role='replica'; $QUERY"; done | tr "\n" " " UPDATE 83848570 UPDATE 83848570 UPDATE 83848570 UPDATE 83848570 UPDATE 83848570 ## For good measure, confirm Bucardo did not try to replicate all those rows: $ bucardo kick fiveway Kicked sync fiveway $ grep Totals log.bucardo (11144) [Mon May 16 23:08:57 2016] KID (fiveway) Totals: deletes=36 inserts=28 conflicts=0 (11144) [Mon May 16 23:09:02 2016] KID (fiveway) Totals: deletes=38 inserts=29 conflicts=0 (11144) [Mon May 16 23:09:22 2016] KID (fiveway) Totals: deletes=34 inserts=27 conflicts=0 (11144) [Tue May 16 23:15:08 2016] KID (fiveway) Totals: deletes=10 inserts=7 conflicts=0 (11144) [Tue May 16 23:59:00 2016] KID (fiveway) Totals: deletes=126 inserts=73 conflicts=0
Solution two: truncate the delta
As a second solution, what about the event involving a junior DBA who made all those updates on one of the source databases without disabling triggers? When this happens, you would probably find that your databases are all backed up and waiting for Bucardo to handle the giant replication job. If the rows that have changed constitute most of the total rows in the table, your best bet is to simply copy the entire table. You will also need to stop the Bucardo daemon, and prevent it from trying to replicate those rows when it starts up by cleaning out the delta table. As a first step, stop the main Bucardo daemon, and then forcibly stop any active Bucardo processes:
$ bucardo stop Creating ./fullstopbucardo ... Done $ pkill -15 Bucardo
Now to clean out the delta table. In this example, the junior DBA updated the “beta” database, so we look there. We may go ahead and truncate it because we are going to copy the entire table after that point.
# The delta tables follow a simple format. Make sure it is the correct one $ psql beta -Atc 'select count(*) from bucardo.delta_public_pgbench_accounts' 650000000 ## Yes, this must be the one! ## Truncates are dangerous; be extra careful from this point forward $ psql beta -Atc 'truncate table bucardo.delta_public_pgbench_accounts'
The delta table will continue to accumulate changes as applications update the table, but that is okay—we got rid of the 650 million rows. Now we know that beta has the canonical information, and we need to get it to all the others. As before, we use session_replication_role. However, we also need to ensure that nobody else will try to add rows before our COPY gets in there, so if you have active source databases, pause your applications. Or simply shut them out for a while via pg_hba.conf! Once that is done, we can copy the data until all databases are identical to “beta”:
$ ( echo "SET session_replication_role='replica'; TRUNCATE TABLE pgbench_accounts; " ; pg_dump beta --section=data -t pgbench_accounts ) | psql alpha -1 --set ON_ERROR_STOP=on SET ERROR: cannot truncate a table referenced in a foreign key constraint DETAIL: Table "pgbench_history" references "pgbench_accounts". HINT: Truncate table "pgbench_history" at the same time, or use TRUNCATE ... CASCADE.
Aha! Note that we used the –foreign-keys option when creating the pgbench tables above. We will need to remove the foreign key, or simply copy both tables together. Let’s do the latter:
$ ( echo "SET session_replication_role='replica'; TRUNCATE TABLE pgbench_accounts, pgbench_history; " ; pg_dump beta --section=data -t pgbench_accounts \ -t pgbench_history) | psql alpha -1 --set ON_ERROR_STOP=on SET TRUNCATE TABLE SET SET SET SET SET SET SET SET COPY 100000 COPY 10 setval -------- 30 (1 row) ## Do the same for the other databases: $ for db in gamma delta epsilon; do \ ( echo "SET session_replication_role='replica'; TRUNCATE TABLE pgbench_accounts, pgbench_history; " ; pg_dump $db --section=data -t pgbench_accounts \ -t pgbench_history) | psql alpha -1 --set ON_ERROR_STOP=on ; done
Note: if your tables have a lot of constraints or indexes, you may want to disable those to speed up the COPY. Or even turn fsync off. But that’s the topic of another post.
Solution three: delta excision
Our final solution is a variant on the last one. As before, the junior DBA has done a mass update of one of the databases involved in the Bucardo sync. But this time, you decide it should be easier to simply remove the deltas and apply the changes manually. As before, we shut down Bucardo. Then we determine the timestamp of the mass change by checking the delta table closely:
$ psql beta -Atc 'select txntime, count(*) from bucardo.delta_public_pgbench_accounts group by 1 order by 2 desc limit 3' 2016-05-26 23:23:27.252352-04|65826965 2016-05-26 23:23:22.460731-04|80 2016-05-07 23:20:46.325105-04|73 2016-05-26 23:23:33.501002-04|69
Now we want to carefully excise those deltas. With that many rows, it is quicker to save/truncate/copy than to do a delete:
$ psql beta beta=# BEGIN; BEGIN ## To prevent anyone from firing the triggers that write to our delta table beta=#LOCK TABLE pgbench_accounts; LOCK TABLE ## Copy all the delta rows we want to save: beta=# CREATE TEMP TABLE bucardo_store_deltas AS SELECT * FROM bucardo.delta_public_pgbench_accounts WHERE txntime <> '2016-05-07 23:20:46.325105-04'; SELECT 1885 beta=# TRUNCATE TABLE bucardo.delta_public_pgbench_accounts; TRUNCATE TABLE ## Repopulate the delta table with our saved edits beta=# INSERT INTO bucardo.delta_public_pgbench_accounts SELECT * FROM bucardo_store_deltas; INSERT 0 1885 ## This will remove the temp table beta=# COMMIT; COMMIT
Now that the deltas are removed, we want to emulate what caused them on all the other servers. Note that this query is a contrived one that may lend itself to concurrency issues. If you go this route, make sure your query will produce the exact same results on all the servers.
## As in the first solution above, this should ideally run in parallel $ QUERY='UPDATE pgbench_accounts SET abalance = abalance + 25 WHERE aid > 78657769;' ## Unlike before, we do NOT run this against beta $ for db in alpha gamma delta epsilon; do psql $db -Atc "SET session_replication_role='replica'; $QUERY"; done | tr "\n" " " UPDATE 837265 UPDATE 837265 UPDATE 837265 UPDATE 837265 UPDATE 837265 ## Now we can start Bucardo up again $ bucardo start Checking for existing processes Starting Bucardo
That concludes the solutions for when you have to make a LOT of changes to your database. How do you know how much is enough to worry about the solutions presented here? Generally, you can simply let Bucardo run—you will know when everything crawls to a halt that perhaps trying to insert 465 million rows at once was a bad idea. :)