Mapping Linux memory for PostgreSQL using fincore18 Jun 2008 by kgorman 4 mins read time
PostgreSQL, more-so than other databases generally relies on OS file system cache to keep performance high. It is pretty common not to see gains in performance for buffer cache sizes over about 2GB, why this is true I am unsure, but perhaps the tracking of buffer overhead becomes high? Anyways, since the OS buffer cache keeps file buffers in memory as well, there are lots of database objects in the PostgreSQL cache, OS cache, or both. We can debate <a href=http://en.wikipedia.org/wiki/Double_buffering>double buffering</a> later.
To see what is in the PostgreSQL cache, one can use the contrib module (and now built in in 8.3) <a href=http://www.postgresql.org/docs/current/static/pgbuffercache.html>pg_buffercache</a> to map each object with it’s footprint in cache. But, if one wanted to see the entire cache picture, including OS cache, how would that be done?
Enter fincore, pronounced ‘eff in core’;. This utility was originally presented at <a href=http://www.usenix.org/events/lisa07/tech/plonka.html>LISA2007</a> by David Plonka, Archit Gupta, and Dale Carder of University of Wisconsin at Madison. This utility (and the sister utility <a href=http://net.doit.wisc.edu/~plonka/fadvise/>fadvise</a>) are great utilities to find out what your PostgreSQL database has pulled into OS cache.
In order to see what database objects these files map to, we can just query the database itself and join each database object to it’s associated OS file using pg_class.relfilenode. Then call fincore for each file name, and output the resulting # of pages per database object. Slow but simple.
I put together some python to glue this all together. The best way would be to use perl, and use fincore as a module. In our environment at least we have standardized on python and psycopg2 for database access. So this script utilizes fincore on the command line and captures the output. Perhaps not as clean as I would have liked, but this tool is not used every day. In our case we left fincore stock as we downloaded it in order to keep these components as separate as possible. This is also a diagnostic tool; it’s quite slow and resource consumptive. If you have lots of objects things might get slow. YMMV.
Using this code, one can see the set of most used buffers in the OS cache, and compare them to the PG cache. Sizes are in bytes.
$>./pg_osmem.py postgres:accounts:268435456 postgres:tellers:3332096 postgres:branches:3155968 postgres:history:615424 postgres:pg_proc:96256 postgres:tellers_pkey:91136 postgres:pg_depend:75776 postgres:pg_proc_proname_args_nsp_index:74752 postgres:pg_depend_reference_index:58368 postgres:pg_statistic:55296 postgres:pg_attribute:55296 postgres:pg_depend_depender_index:51200 postgres:pg_attribute_relid_attnam_index:49152 postgres:pg_toast_2618:36864 postgres:pg_description:34816 postgres:pg_operator:28672 postgres:pg_description_o_c_o_index:23552 postgres:pg_operator_oprname_l_r_n_index:22528 postgres:pg_rewrite:18432 postgres:pg_proc_oid_index:16384 postgres:pg_class_relname_nsp_index:16384 postgres:pg_type_typname_nsp_index:14336 postgres:pg_attribute_relid_attnum_index:14336 postgres:branches_pkey:14336 postgres:sql_features:12288
And then you can see that the PG buffer cache has the following:
postgres=# SELECT current_database(),c.relname, count(*)*8192 as bytes postgres-# FROM pg_buffercache b INNER JOIN pg_class c postgres-# ON b.relfilenode = c.relfilenode AND postgres-# b.reldatabase IN (0, (SELECT oid FROM pg_database postgres(# WHERE datname = current_database())) postgres-# GROUP BY c.relname postgres-# ORDER BY 3 DESC LIMIT 25; current_database | relname | bytes ------------------+---------------------------------+----------- postgres | testtable | 376979456 postgres | accounts | 309608448 postgres | accounts_pkey | 225583104 postgres | testtable_pk | 141058048 postgres | branches | 10715136 postgres | tellers | 5488640 postgres | history | 2457600 postgres | tellers_pkey | 360448 postgres | pg_proc | 131072 postgres | pg_operator | 106496 postgres | pg_attribute | 65536 postgres | pg_operator_oprname_l_r_n_index | 65536 postgres | pg_proc_oid_index | 65536 postgres | branches_pkey | 57344 postgres | pg_statistic | 57344 postgres | pg_attribute_relid_attnum_index | 49152 postgres | pg_class | 49152 postgres | pg_class_relname_nsp_index | 49152 postgres | pg_depend_reference_index | 49152 postgres | pg_type_typname_nsp_index | 40960 postgres | pg_proc_proname_args_nsp_index | 40960 postgres | pg_statistic_relid_att_index | 40960 postgres | pg_operator_oid_index | 32768 postgres | pg_opclass_am_name_nsp_index | 24576 postgres | pg_amop_opr_opc_index | 24576