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Example structure and queries from pganalyze timeseries data for tables/indices
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| SELECT | |
| size_bytes AS table_size, | |
| (SELECT SUM(size_bytes) FROM schema_index_stats sis JOIN schema_indices si ON (si.id = sis.schema_index_id) WHERE si.table_id = st.schema_table_id AND sis.snapshot_id = st.snapshot_id) AS index_size, | |
| COALESCE((SELECT SUM(size_bytes) FROM schema_indices si JOIN schema_index_stats sis ON (si.id = sis.schema_index_id) WHERE si.table_id = st.schema_table_id AND sis.snapshot_id = st.snapshot_id), ?) + size_bytes AS total_size, | |
| date_part(?, s.collected_at) AS collected_at | |
| FROM | |
| snapshots s JOIN schema_table_stats st | |
| ON | |
| (snapshot_id = s.id) | |
| WHERE | |
| s.server_id = (SELECT server_id FROM databases WHERE id = $1) AND collected_at BETWEEN $2 AND $3 AND schema_table_id = $4 | |
| ORDER | |
| BY collected_at | |
| --- | |
| SELECT | |
| size_bytes AS index_size, | |
| date_part(?, s.collected_at) AS collected_at | |
| FROM | |
| snapshots s JOIN schema_index_stats | |
| ON | |
| (snapshot_id = s.id) | |
| WHERE | |
| s.server_id = (SELECT server_id FROM databases WHERE id = $1) AND s.collected_at BETWEEN $2 AND $3 AND schema_index_stats.schema_index_id = $4 | |
| ORDER | |
| BY s.collected_at |
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| CREATE TABLE snapshots ( | |
| id integer NOT NULL, | |
| collected_at timestamp without time zone NOT NULL, | |
| server_id uuid NOT NULL | |
| ... | |
| ); | |
| CREATE TABLE schema_index_stats ( | |
| id integer NOT NULL, | |
| snapshot_id integer, | |
| schema_index_id integer, | |
| size_bytes bigint, | |
| idx_blks_hit bigint, | |
| wasted_bytes bigint, | |
| idx_blks_read bigint, | |
| idx_tup_fetch bigint, | |
| idx_tup_read bigint, | |
| idx_scan bigint | |
| ); | |
| CREATE TABLE schema_table_stats ( | |
| id integer NOT NULL, | |
| schema_table_id integer NOT NULL, | |
| n_dead_tup bigint, | |
| n_live_tup bigint, | |
| n_tup_del bigint, | |
| n_tup_hot_upd bigint, | |
| n_tup_ins bigint, | |
| n_tup_upd bigint, | |
| wasted_bytes bigint, | |
| size_bytes bigint, | |
| snapshot_id integer | |
| ); | |
| -- | |
| SELECT pg_class.relname, relpages, reltuples, pg_stat_user_tables.* FROM pg_class JOIN pg_stat_user_tables ON (oid = relid) WHERE pg_class.relname = 'schema_index_stats' OR pg_class.relname = 'schema_table_stats' OR pg_class.relname = 'snapshots'; | |
| -[ RECORD 1 ]-------+------------------------------ | |
| relname | schema_index_stats | |
| relpages | 5423380 | |
| reltuples | 3.11496e+08 | |
| relid | 17012049 | |
| schemaname | public | |
| relname | schema_index_stats | |
| seq_scan | 3 | |
| seq_tup_read | 0 | |
| idx_scan | 8713404 | |
| idx_tup_fetch | 169649291 | |
| n_tup_ins | 193217938 | |
| n_tup_upd | 0 | |
| n_tup_del | 139530637 | |
| n_tup_hot_upd | 0 | |
| n_live_tup | 315119913 | |
| n_dead_tup | 28240805 | |
| n_mod_since_analyze | 3623679 | |
| last_vacuum | | |
| last_autovacuum | 2016-06-18 04:33:06.384602+00 | |
| last_analyze | 2016-06-04 07:21:27.81162+00 | |
| last_autoanalyze | 2016-06-21 13:38:37.401849+00 | |
| vacuum_count | 0 | |
| autovacuum_count | 3 | |
| analyze_count | 1 | |
| autoanalyze_count | 17 | |
| -[ RECORD 2 ]-------+------------------------------ | |
| relname | schema_table_stats | |
| relpages | 2756224 | |
| reltuples | 1.6766e+08 | |
| relid | 17012065 | |
| schemaname | public | |
| relname | schema_table_stats | |
| seq_scan | 4 | |
| seq_tup_read | 0 | |
| idx_scan | 1032293 | |
| idx_tup_fetch | 53767059 | |
| n_tup_ins | 68926509 | |
| n_tup_upd | 0 | |
| n_tup_del | 41639365 | |
| n_tup_hot_upd | 0 | |
| n_live_tup | 168463343 | |
| n_dead_tup | 6634070 | |
| n_mod_since_analyze | 5127857 | |
| last_vacuum | | |
| last_autovacuum | 2016-06-18 23:04:33.81689+00 | |
| last_analyze | 2016-06-04 07:20:39.772836+00 | |
| last_autoanalyze | 2016-06-21 03:14:51.339085+00 | |
| vacuum_count | 0 | |
| autovacuum_count | 2 | |
| analyze_count | 1 | |
| autoanalyze_count | 11 | |
| -[ RECORD 3 ]-------+------------------------------ | |
| relname | snapshots | |
| relpages | 21327 | |
| reltuples | 927797 | |
| relid | 17012079 | |
| schemaname | public | |
| relname | snapshots | |
| seq_scan | 2975 | |
| seq_tup_read | 1224552544 | |
| idx_scan | 4160600 | |
| idx_tup_fetch | 1682261064 | |
| n_tup_ins | 696341 | |
| n_tup_upd | 691974 | |
| n_tup_del | 598035 | |
| n_tup_hot_upd | 667517 | |
| n_live_tup | 944387 | |
| n_dead_tup | 8074 | |
| n_mod_since_analyze | 33125 | |
| last_vacuum | | |
| last_autovacuum | 2016-06-21 11:30:11.35586+00 | |
| last_analyze | 2016-06-04 07:21:44.246397+00 | |
| last_autoanalyze | 2016-06-21 11:31:50.57273+00 | |
| vacuum_count | 0 | |
| autovacuum_count | 6 | |
| analyze_count | 1 | |
| autoanalyze_count | 34 | |
| -- | |
| SELECT schemaname, tablename, attname, inherited, null_frac, avg_width, n_distinct, correlation FROM pg_stats WHERE tablename IN ('schema_table_stats', 'schema_index_stats', 'snapshots'); | |
| schemaname | tablename | attname | inherited | null_frac | avg_width | n_distinct | correlation | |
| ------------+--------------------+--------------------+-----------+-----------+-----------+------------+------------- | |
| public | schema_index_stats | snapshot_id | f | 0 | 4 | 30147 | 0.758906 | |
| public | schema_index_stats | schema_index_id | f | 0 | 8 | 36669 | 0.205394 | |
| public | schema_index_stats | size_bytes | f | 0 | 8 | 12192 | 0.0971045 | |
| public | schema_index_stats | idx_blks_hit | f | 0 | 8 | 52018 | 0.0921108 | |
| public | schema_index_stats | wasted_bytes | f | 0.2881 | 8 | 6166 | 0.142847 | |
| public | schema_index_stats | idx_blks_read | f | 0 | 8 | 21590 | 0.0942811 | |
| public | schema_index_stats | idx_tup_fetch | f | 0 | 8 | 12805 | 0.419839 | |
| public | schema_index_stats | idx_scan | f | 0 | 8 | 14979 | 0.298984 | |
| public | schema_index_stats | idx_tup_read | f | 0 | 8 | 16525 | 0.374586 | |
| public | schema_index_stats | id | f | 0 | 8 | -1 | 0.758906 | |
| public | schema_table_stats | n_tup_upd | f | 0.1376 | 8 | 4124 | 0.671162 | |
| public | schema_table_stats | wasted_bytes | f | 0.3653 | 8 | 1862 | 0.429343 | |
| public | schema_table_stats | id | f | 0 | 8 | -1 | 0.789506 | |
| public | schema_table_stats | snapshot_id | f | 0 | 4 | 34356 | 0.789506 | |
| public | schema_table_stats | schema_table_id | f | 0 | 8 | 17042 | 0.113008 | |
| public | schema_table_stats | n_live_tup | f | 0.1376 | 8 | 13744 | 0.0833856 | |
| public | schema_table_stats | n_dead_tup | f | 0.1376 | 8 | 2824 | 0.643816 | |
| public | schema_table_stats | n_tup_del | f | 0.1376 | 8 | 2163 | 0.745284 | |
| public | schema_table_stats | n_tup_ins | f | 0.1376 | 8 | 11936 | 0.188945 | |
| public | schema_table_stats | size_bytes | f | 0 | 8 | 7410 | 0.0801634 | |
| public | schema_table_stats | n_tup_hot_upd | f | 0.1376 | 8 | 3580 | 0.689933 | |
| public | snapshots | collected_at | f | 0 | 8 | 76721 | -0.510791 | |
| public | snapshots | id | f | 0 | 8 | -1 | -0.510748 |
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