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Postgres statistics queries
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** Find commmonly accessed tables and their use of indexes: | |
SELECT relname,seq_tup_read,idx_tup_fetch,cast(idx_tup_fetch AS numeric) / (idx_tup_fetch + seq_tup_read) AS idx_tup_pct FROM pg_stat_user_tables WHERE (idx_tup_fetch + seq_tup_read)>0 ORDER BY idx_tup_pct; | |
Returns output like: | |
relname | seq_tup_read | idx_tup_fetch | idx_tup_pct | |
----------------------+--------------+---------------+------------------------ | |
schema_migrations | 817 | 0 | 0.00000000000000000000 | |
user_device_photos | 349 | 0 | 0.00000000000000000000 | |
albums | 530701 | 379 | 0.00071364012954733750 | |
facebook_oauths | 15250 | 36 | 0.00235509616642679576 | |
Analysis: For each row, because "idx_tup_pct" is low than it means that essentially no indexes are being used. In the case of "facebook_oauths" | |
it turns out we are commonly running a query like "SELECT * FROM facebook_oauths WHERE fb_user_id = X" and it turns out there isnt an index on "fb_user_id" | |
=============================================================================== | |
** Find the INSERT/UPDATE/DELETE statistics for tables: | |
SELECT relname,cast(n_tup_ins AS numeric) / (n_tup_ins + n_tup_upd + n_tup_del) AS ins_pct,cast(n_tup_upd AS numeric) / (n_tup_ins + n_tup_upd + n_tup_del) AS upd_pct, cast(n_tup_del AS numeric) / (n_tup_ins | |
+ n_tup_upd + n_tup_del) AS del_pct | |
FROM pg_stat_user_tables | |
WHERE (n_tup_ins + n_tup_upd + n_tup_del) > 0 | |
ORDER BY relname; | |
================================================================================ | |
** Table I/O | |
SELECT relname,cast(heap_blks_hit as numeric) / (heap_blks_hit + heap_blks_read) AS hit_pct, | |
heap_blks_hit,heap_blks_read | |
FROM pg_statio_user_tables WHERE (heap_blks_hit + heap_blks_read)>0 ORDER BY hit_pct; | |
'heap_blks_hit' = the number of blocks that were satisfied from the page cache | |
'heap_blks_read' = the number of blocks that had to hit disk/IO layer for reads | |
When 'heap_blks_hit' is significantly greater than 'heap_blks_read' than it means we have a well-cached DB and most of the queries can be satisfied from the cache | |
================================================================================ | |
** Table & Index sizes | |
SELECT | |
t.tablename, | |
indexname, | |
c.reltuples::integer AS num_rows, | |
pg_size_pretty(pg_relation_size(quote_ident(t.tablename)::text)) AS table_size, | |
pg_size_pretty(pg_relation_size(quote_ident(indexrelname)::text)) AS index_size, | |
CASE WHEN x.is_unique = 1 THEN 'Y' | |
ELSE 'N' | |
END AS UNIQUE, | |
idx_scan AS number_of_scans, | |
idx_tup_read AS tuples_read, | |
idx_tup_fetch AS tuples_fetched | |
FROM pg_tables t | |
LEFT OUTER JOIN pg_class c ON t.tablename=c.relname | |
LEFT OUTER JOIN | |
(SELECT indrelid, | |
max(CAST(indisunique AS integer)) AS is_unique | |
FROM pg_index | |
GROUP BY indrelid) x | |
ON c.oid = x.indrelid | |
LEFT OUTER JOIN | |
( SELECT c.relname AS ctablename, ipg.relname AS indexname, x.indnatts AS number_of_columns, idx_scan, idx_tup_read, idx_tup_fetch,indexrelname FROM pg_index x | |
JOIN pg_class c ON c.oid = x.indrelid | |
JOIN pg_class ipg ON ipg.oid = x.indexrelid | |
JOIN pg_stat_all_indexes psai ON x.indexrelid = psai.indexrelid ) | |
AS foo | |
ON t.tablename = foo.ctablename | |
WHERE t.schemaname='public' | |
ORDER BY pg_relation_size(quote_ident(indexrelname)::text) desc; | |
================================================================================ | |
** Index Health | |
SELECT indexrelname,cast(idx_tup_read AS numeric) / idx_scan AS avg_tuples,idx_scan,idx_tup_read FROM pg_stat_user_indexes WHERE idx_scan > 0; | |
** Index Size | |
SELECT | |
schemaname, | |
relname, | |
indexrelname, | |
idx_scan, | |
pg_size_pretty(pg_relation_size(i.indexrelid)) AS index_size | |
FROM | |
pg_stat_user_indexes i | |
JOIN pg_index USING (indexrelid) | |
WHERE | |
indisunique IS false | |
ORDER BY idx_scan,relname; | |
** Index I/O - Same idea as Table I/O above | |
SELECT indexrelname,cast(idx_blks_hit as numeric) / (idx_blks_hit + idx_blks_read) AS hit_pct, | |
idx_blks_hit,idx_blks_read FROM pg_statio_user_indexes WHERE | |
(idx_blks_hit + idx_blks_read)>0 ORDER BY hit_pct; | |
** Show sizes & usage of indexes that are not used very often: | |
NOTE: we define 'usage' by # of times used, in this case we use '200' - change accordingly | |
SELECT idstat.relname AS table_name, indexrelname AS index_name, idstat.idx_scan AS times_used, | |
pg_size_pretty(pg_relation_size(tabstat.relid)) AS table_size, pg_size_pretty(pg_relation_size(indexrelid)) AS index_size, | |
n_tup_upd + n_tup_ins + n_tup_del as num_writes, indexdef AS definition | |
FROM pg_stat_user_indexes AS idstat JOIN pg_indexes ON indexrelname = indexname | |
JOIN pg_stat_user_tables AS tabstat ON idstat.relname = tabstat.relname | |
WHERE idstat.idx_scan < 200 AND indexdef !~* 'unique' | |
ORDER BY idstat.relname, indexrelname; |
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