-- most extensions will complain if script is sourced in psql, rather than via CREATE EXTENSION -- -- DSEF allows the option of installation via SQL CREATE OR REPLACE FUNCTION ds_version() RETURNS text AS $$ -- the version of this package SELECT 'DSEF for PostgreSQL (DiffStats & ExplainFull) Version: 2024.4.9'; $$ LANGUAGE SQL; CREATE OR REPLACE FUNCTION ds_set(p_setting text) RETURNS int AS $$ DECLARE v_error text; BEGIN EXECUTE 'SET '||p_setting; RETURN NULL; EXCEPTION WHEN OTHERS THEN GET STACKED DIAGNOSTICS v_error=MESSAGE_TEXT; RAISE NOTICE 'WARNING: SET %: %',p_setting,v_error; RETURN NULL; END; $$ LANGUAGE plpgsql; CREATE OR REPLACE FUNCTION explain_analyze_full(p_sql text,p_format text DEFAULT 'TEXT',p_verbose boolean DEFAULT false) RETURNS TABLE ("QUERY PLAN" text) AS $$ DECLARE v_server_version_num numeric = current_setting('server_version_num'); -- the following extracts the YugabyteDB version. Will be empty string for PostgreSQL so the test >'n.nn' will not apply v_yugabytedb_version text = regexp_replace(current_setting('server_version'),'([0-9.]+)(-YB-([0-9.]+)-)?.*','\3'); v_query text; v_function_count numeric; v_tab record; v_col record; v_all_settings_to_output text[] = array[ 'log_temp_files' ,'log_lock_waits' ,'deadlock_timeout' ,'track_functions' ,'track_counts' ,'log_parser_stats' ,'log_planner_stats' ,'log_executor_stats' ,'debug_print_parse' ,'debug_print_rewritten' ,'debug_print_plan' ,'debug_pretty_print' ,'track_io_timing' ,'track_wal_io_timing' ,'log_min_messages' ,'default_statistics_target' ]; v_guc_explain_settings text[] = array[ 'enable_seqscan' ,'enable_indexscan' ,'enable_indexonlyscan' ,'enable_bitmapscan' ,'enable_tidscan' ,'enable_sort' ,'enable_hashagg' ,'enable_material' ,'enable_nestloop' ,'enable_mergejoin' ,'enable_hashjoin' ,'enable_gathermerge' ,'enable_partitionwise_join' ,'enable_partitionwise_aggregate' ,'enable_parallel_append' ,'enable_parallel_hash' ,'enable_partition_pruning' ,'geqo' ,'optimize_bounded_sort' ,'parallel_leader_participation' ,'jit' ,'from_collapse_limit' ,'join_collapse_limit' ,'geqo_threshold' ,'geqo_effort' ,'geqo_pool_size' ,'geqo_generations' ,'temp_buffers' ,'work_mem' ,'effective_io_concurrency' ,'max_parallel_workers_per_gather' ,'max_parallel_workers' ,'effective_cache_size' ,'min_parallel_table_scan_size' ,'min_parallel_index_scan_size' ,'seq_page_cost' ,'random_page_cost' ,'cpu_tuple_cost' ,'cpu_index_tuple_cost' ,'cpu_operator_cost' ,'parallel_tuple_cost' ,'parallel_setup_cost' ,'jit_above_cost' ,'jit_optimize_above_cost' ,'jit_inline_above_cost' ,'cursor_tuple_fraction' ,'geqo_selection_bias' ,'geqo_seed' ,'search_path' ,'constraint_exclusion' ,'force_parallel_mode' ,'plan_cache_mode' ]; -- all GUC_EXPLAIN settings from guc.c in v12 when it was added; included in this report for v11 and older BEGIN RETURN QUERY SELECT '__________ '||ds_version()||' __________'; RETURN QUERY SELECT 'clock_timestamp: '||clock_timestamp(); RETURN QUERY SELECT 'pg_version: '||version(); BEGIN RETURN QUERY SELECT 'aurora_version: '||aurora_version(); EXCEPTION WHEN undefined_function THEN NULL; END; RETURN QUERY SELECT ' '; -- these are all valid on 9.0+ per docs PERFORM ds_set($p$ log_min_messages=panic $p$); PERFORM ds_set($p$ log_temp_files=0 $p$); PERFORM ds_set($p$ deadlock_timeout='1ms' $p$); PERFORM ds_set($p$ log_lock_waits=on $p$); PERFORM ds_set($p$ track_functions='all' $p$); PERFORM ds_set($p$ track_counts=on; $p$); IF p_verbose THEN PERFORM ds_set($p$ log_parser_stats=on $p$); PERFORM ds_set($p$ log_planner_stats=on $p$); PERFORM ds_set($p$ log_executor_stats=on $p$); PERFORM ds_set($p$ debug_print_parse=on $p$); PERFORM ds_set($p$ debug_print_rewritten=on $p$); PERFORM ds_set($p$ debug_print_plan=on $p$); PERFORM ds_set($p$ debug_pretty_print=off $p$); END IF; v_query:='EXPLAIN (ANALYZE,VERBOSE,COSTS,BUFFERS,FORMAT '||p_format; IF v_server_version_num>=90200 THEN v_query = v_query||',TIMING'; PERFORM ds_set($p$ track_io_timing=on $p$); END IF; IF v_server_version_num>=120000 THEN v_query = v_query||',SETTINGS'; IF NOT p_verbose THEN v_guc_explain_settings = array[]::text[]; END IF; END IF; IF v_server_version_num>=130000 THEN v_query = v_query||',WAL'; END IF; IF v_server_version_num>=140000 THEN PERFORM ds_set($p$ track_wal_io_timing=on $p$); END IF; IF v_yugabytedb_version>='2.18' THEN v_query = v_query||',DIST'; END IF; IF v_yugabytedb_version>='2.19' THEN v_query = v_query||',DEBUG'; END IF; v_query:=v_query||') '||p_sql; RAISE NOTICE 'INFO: %',v_query; RETURN QUERY SELECT v_query; RETURN QUERY SELECT ' '; SET client_min_messages=debug5; RETURN QUERY EXECUTE v_query; RAISE NOTICE 'INFO: query execution complete; now resetting client_min_messages'; RESET client_min_messages; SELECT COUNT(*) FROM pg_stat_xact_user_functions WHERE calls>0 AND funcname<>'ds_set' INTO v_function_count; IF v_function_count>0 THEN RETURN QUERY SELECT ' ' UNION ALL SELECT ' ' UNION ALL SELECT ' '; RETURN QUERY SELECT 'Cost | Rows | SpprtFn | Kind | SecDef | Leakprf | Strct | RetSet | Vltl | Prll | Calls | Language | Function Name [Config]'; RETURN QUERY SELECT '----------+-----------+---------+------+--------+---------+-------+--------+------+------+-----------+----------+------------------------'; IF v_server_version_num<90600 THEN RETURN QUERY SELECT LPAD(procost::text,9)||' | '|| LPAD(prorows::text,9)||' | '|| CASE WHEN protransform=0::oid THEN 'No | ' ELSE 'Yes | ' END|| CASE WHEN proisagg THEN ' a | ' ELSE ' f | ' END|| CASE WHEN prosecdef THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proleakproof THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proisstrict THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proretset THEN 'Yes | ' ELSE 'No | ' END|| RPAD(provolatile,4)||' | '|| ' | '|| LPAD(calls::text,9)||' | '|| RPAD(lanname,8)||' | '|| schemaname||'.'||funcname|| CASE WHEN proconfig IS NOT NULL THEN ' ['||array_to_string(proconfig,',')||']' ELSE '' END FROM pg_proc p, pg_stat_xact_user_functions f, pg_language l WHERE p.oid=f.funcid AND p.prolang=l.oid AND funcname<>'ds_set' AND f.calls>0; ELSE IF v_server_version_num<110000 THEN RETURN QUERY SELECT LPAD(procost::text,9)||' | '|| LPAD(prorows::text,9)||' | '|| CASE WHEN protransform=0::oid THEN 'No | ' ELSE 'Yes | ' END|| CASE WHEN proisagg THEN ' a | ' ELSE ' f | ' END|| CASE WHEN prosecdef THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proleakproof THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proisstrict THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proretset THEN 'Yes | ' ELSE 'No | ' END|| RPAD(provolatile,4)||' | '|| RPAD(proparallel,4)||' | '|| LPAD(calls::text,9)||' | '|| RPAD(lanname,8)||' | '|| schemaname||'.'||funcname|| CASE WHEN proconfig IS NOT NULL THEN ' ['||array_to_string(proconfig,',')||']' ELSE '' END FROM pg_proc p, pg_stat_xact_user_functions f, pg_language l WHERE p.oid=f.funcid AND p.prolang=l.oid AND funcname<>'ds_set' AND f.calls>0; ELSE IF v_server_version_num<120000 THEN RETURN QUERY SELECT LPAD(procost::text,9)||' | '|| LPAD(prorows::text,9)||' | '|| CASE WHEN protransform=0::oid THEN 'No | ' ELSE 'Yes | ' END|| RPAD(prokind,4)||' | '|| CASE WHEN prosecdef THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proleakproof THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proisstrict THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proretset THEN 'Yes | ' ELSE 'No | ' END|| RPAD(provolatile,4)||' | '|| RPAD(proparallel,4)||' | '|| LPAD(calls::text,9)||' | '|| RPAD(lanname,8)||' | '|| schemaname||'.'||funcname|| CASE WHEN proconfig IS NOT NULL THEN ' ['||array_to_string(proconfig,',')||']' ELSE '' END FROM pg_proc p, pg_stat_xact_user_functions f, pg_language l WHERE p.oid=f.funcid AND p.prolang=l.oid AND funcname<>'ds_set' AND f.calls>0; ELSE -- v12+ RETURN QUERY SELECT LPAD(procost::text,9)||' | '|| LPAD(prorows::text,9)||' | '|| CASE WHEN prosupport=0::oid THEN 'No | ' ELSE 'Yes | ' END|| RPAD(prokind,4)||' | '|| CASE WHEN prosecdef THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proleakproof THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proisstrict THEN 'Yes | ' ELSE 'No | ' END|| CASE WHEN proretset THEN 'Yes | ' ELSE 'No | ' END|| RPAD(provolatile,4)||' | '|| RPAD(proparallel,4)||' | '|| LPAD(calls::text,9)||' | '|| RPAD(lanname,8)||' | '|| schemaname||'.'||funcname|| CASE WHEN proconfig IS NOT NULL THEN ' ['||array_to_string(proconfig,',')||']' ELSE '' END FROM pg_proc p, pg_stat_xact_user_functions f, pg_language l WHERE p.oid=f.funcid AND p.prolang=l.oid AND funcname<>'ds_set' AND f.calls>0; END IF; END IF; END IF; END IF; RETURN QUERY SELECT ' ' UNION ALL SELECT ' ' UNION ALL SELECT ' '; FOR v_tab IN SELECT relid,schemaname,relname FROM pg_stat_xact_user_tables WHERE coalesce(seq_scan,0)+coalesce(idx_scan,0)>0 LOOP RETURN QUERY SELECT 'Table '||relnamespace::regnamespace::text||'.'||relname||': pages '||relpages|| ', tuples '||reltuples||', allvisible '||relallvisible||', kind '||relkind::text FROM pg_class WHERE oid=v_tab.relid; FOR v_col IN SELECT a.attname, a.atttypid, a.atttypmod, a.attstattarget, attnotnull, null_frac, avg_width, n_distinct, correlation, histogram_bounds, most_common_vals, most_common_freqs FROM pg_attribute a LEFT JOIN pg_stats s ON (a.attname=s.attname) WHERE a.attrelid=v_tab.relid AND s.schemaname=v_tab.schemaname AND s.tablename=v_tab.relname LOOP RETURN QUERY SELECT ' '||v_col.attname||' '||pg_catalog.format_type(v_col.atttypid, v_col.atttypmod)||': stattarget '||v_col.attstattarget|| ', notnull '||v_col.attnotnull||', null_frac '||coalesce(v_col.null_frac::text,'NULL')|| ', avg_width '||coalesce(v_col.avg_width::text,'NULL')||', n_dist '||coalesce(v_col.n_distinct::text,'NULL')|| ', corr '||coalesce(v_col.correlation::text,'NULL')|| ', hist['||coalesce(array_length(v_col.histogram_bounds,1)::text,'')||'] '|| coalesce(left(v_col.histogram_bounds::text,24)||'...'||right(v_col.histogram_bounds::text,24),'NULL'); RETURN QUERY SELECT ' mcv '||coalesce(left(v_col.most_common_vals::text,24)||'...'||right(v_col.most_common_vals::text,24),'NULL')|| ', mcf '||coalesce(left(v_col.most_common_freqs::text,24)||'...'||right(v_col.most_common_freqs::text,24),'NULL') WHERE v_col.most_common_vals IS NOT NULL or v_col.most_common_freqs IS NOT NULL; END LOOP; IF v_server_version_num>=120000 THEN -- v12 adds extended statistics RETURN QUERY SELECT ' Extended '||statistics_name||' '||attnames::text||': kinds '||kinds::text|| ', n_distinct '||coalesce(n_distinct::text,'NULL')|| ', mcf '||coalesce(left(most_common_freqs::text,24)||'...'||right(most_common_freqs::text,24),'NULL')|| ', mcbf '||coalesce(left(most_common_base_freqs::text,24)||'...'||right(most_common_base_freqs::text,24),'NULL') FROM pg_stats_ext WHERE schemaname=v_tab.schemaname AND tablename=v_tab.relname; END IF; IF v_server_version_num>=150000 THEN -- v15 adds indnullsnotdistinct RETURN QUERY SELECT ' Index '||c.relname||split_part(pg_get_indexdef(i.indexrelid,0,true),'USING',2)|| ': pages '||relpages||', tuples '||reltuples|| ', nkeyatts '||indnkeyatts||', isunique '||indisunique||', nullsnotdist '||indnullsnotdistinct|| ', isclustered '||indisclustered||', isvalid '||indisvalid FROM pg_index i, pg_class c WHERE c.oid=i.indexrelid AND i.indrelid=v_tab.relid; ELSE -- v14 and older RETURN QUERY SELECT ' Index '||c.relname||split_part(pg_get_indexdef(i.indexrelid,0,true),'USING',2)|| ': pages '||relpages||', tuples '||reltuples|| ', nkeyatts '||indnkeyatts||', isunique '||indisunique|| ', isclustered '||indisclustered||', isvalid '||indisvalid FROM pg_index i, pg_class c WHERE c.oid=i.indexrelid AND i.indrelid=v_tab.relid; END IF; END LOOP; RETURN QUERY SELECT ' ' UNION ALL SELECT ' ' UNION ALL SELECT ' '; RETURN QUERY SELECT * FROM (SELECT RPAD('name',MAX(GREATEST(LENGTH(s.name),LENGTH('name'))) OVER ())||' | '|| RPAD('setting',MAX(GREATEST(LENGTH(s.setting),LENGTH('setting'))) OVER ())||' | '|| RPAD('unit',MAX(GREATEST(LENGTH(s.unit),LENGTH('unit'))) OVER ())||' | '|| 'source' FROM pg_settings s WHERE s.name=ANY(v_all_settings_to_output||v_guc_explain_settings)) subquery LIMIT 1; RETURN QUERY SELECT * FROM (SELECT RPAD('-',MAX(GREATEST(LENGTH(s.name),LENGTH('name'))) OVER (),'-')||'-+-'|| RPAD('-',MAX(GREATEST(LENGTH(s.setting),LENGTH('setting'))) OVER (),'-')||'-+-'|| RPAD('-',MAX(GREATEST(LENGTH(s.unit),LENGTH('name'))) OVER (),'-')||'-+-'|| RPAD('-',MAX(GREATEST(LENGTH(s.source),LENGTH('source'))) OVER (),'-') FROM pg_settings s WHERE s.name=ANY(v_all_settings_to_output||v_guc_explain_settings)) subquery LIMIT 1; RETURN QUERY SELECT RPAD(s.name,MAX(GREATEST(LENGTH(s.name),LENGTH('name'))) OVER ())||' | '|| RPAD(s.setting,MAX(GREATEST(LENGTH(s.setting),LENGTH('setting'))) OVER ())||' | '|| RPAD(COALESCE(s.unit,''),MAX(GREATEST(LENGTH(s.unit),LENGTH('unit'))) OVER ())||' | '|| s.source FROM pg_settings s WHERE s.name=ANY(v_all_settings_to_output||v_guc_explain_settings); RETURN QUERY SELECT ' ' UNION ALL SELECT ' ' UNION ALL SELECT ' '; RETURN QUERY WITH RECURSIVE all_roles AS ( SELECT null::oid granted_to, oid FROM pg_roles WHERE rolname = current_user UNION ALL SELECT all_roles.oid, m.roleid FROM all_roles JOIN pg_auth_members m ON m.member = all_roles.oid ) SELECT CASE WHEN GRANTED_TO IS NULL THEN 'CURRENT_USER = ' ELSE ' ' END||a.oid::regrole::text|| ' ('||CASE WHEN NOT r.rolsuper THEN 'not' ELSE 'IS' END||' superuser, '|| CASE WHEN r.rolbypassrls THEN 'DOES' ELSE 'does not' END||' bypass RLS)'|| CASE WHEN r.rolconfig IS NOT NULL THEN ' ['||array_to_string(r.rolconfig,',')||']' ELSE '' END|| CASE WHEN GRANTED_TO IS NOT NULL THEN ' is granted to '||granted_to::regrole::text ELSE '' END FROM all_roles a, pg_roles r WHERE a.oid=r.oid; RESET ALL; END; $$ LANGUAGE plpgsql; CREATE OR REPLACE FUNCTION ds_insert(p_run int) RETURNS int AS $$ DECLARE v_server_version_num numeric = current_setting('server_version_num'); BEGIN PERFORM pg_stat_clear_snapshot(); -- PostgreSQL transaction-level statistics (9.1+ per docs) WITH x AS (SELECT COALESCE(c.relnamespace::regnamespace::text,s.schemaname) coalesce_schemaname,s.* FROM pg_stat_xact_all_tables s LEFT JOIN pg_class c ON (s.relid=c.reltoastrelid)) ,f AS (SELECT * FROM pg_stat_xact_user_functions) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'10 Transaction','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT coalesce_schemaname||':'||relname||':seq_scan' stat_name,'scans' units,seq_scan::numeric events,NULL::numeric cum_time_ms FROM x UNION ALL SELECT coalesce_schemaname||':'||relname||':seq_tup_read','tuples',seq_tup_read,NULL FROM x UNION ALL SELECT coalesce_schemaname||':'||relname||':idx_scan','scans',idx_scan,NULL FROM x UNION ALL SELECT coalesce_schemaname||':'||relname||':idx_tup_fetch','tuples',idx_tup_fetch,NULL FROM x UNION ALL SELECT coalesce_schemaname||':'||relname||':n_tup_ins','tuples',n_tup_ins,NULL FROM x UNION ALL SELECT coalesce_schemaname||':'||relname||':n_tup_upd','tuples',n_tup_upd,NULL FROM x UNION ALL SELECT coalesce_schemaname||':'||relname||':n_tup_del','tuples',n_tup_del,NULL FROM x UNION ALL SELECT coalesce_schemaname||':'||relname||':n_tup_hot_upd','tuples',n_tup_hot_upd,NULL FROM x UNION ALL SELECT schemaname||'.'||funcname||':total_time:calls','exec',calls,total_time FROM f UNION ALL SELECT schemaname||'.'||funcname||':self_time:calls','exec',calls,self_time FROM f ) q; -- PostgreSQL 9.2+ statistics WITH d AS (SELECT * FROM pg_stat_database WHERE datname=current_database()) ,t AS (SELECT COALESCE(c.relnamespace::regnamespace::text,s.schemaname) coalesce_schemaname,s.* FROM pg_stat_all_tables s LEFT JOIN pg_class c ON (s.relid=c.reltoastrelid)) ,i AS (SELECT COALESCE(c.relnamespace::regnamespace::text,s.schemaname) coalesce_schemaname,s.* FROM pg_stat_all_indexes s LEFT JOIN pg_class c ON (s.relid=c.reltoastrelid)) ,td AS (SELECT COALESCE(c.relnamespace::regnamespace::text,s.schemaname) coalesce_schemaname,s.* FROM pg_statio_all_tables s LEFT JOIN pg_class c ON (s.relid=c.reltoastrelid)) ,id AS (SELECT COALESCE(c.relnamespace::regnamespace::text,s.schemaname) coalesce_schemaname,s.* FROM pg_statio_all_indexes s LEFT JOIN pg_class c ON (s.relid=c.reltoastrelid)) ,s AS (SELECT * FROM pg_statio_all_sequences) ,f AS (SELECT * FROM pg_stat_user_functions) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'60 Database','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'xact_commit' stat_name,'xact' units,xact_commit::numeric events,NULL::numeric cum_time_ms FROM d UNION ALL SELECT 'xact_rollback','xact',xact_rollback,NULL FROM d UNION ALL SELECT 'blks_read','blocks',blks_read,blk_read_time FROM d UNION ALL SELECT 'blks_hit','blocks',blks_hit,NULL FROM d UNION ALL SELECT 'tup_returned','tuples',tup_returned,NULL FROM d UNION ALL SELECT 'tup_fetched','tuples',tup_fetched,NULL FROM d UNION ALL SELECT 'tup_inserted','tuples',tup_inserted,NULL FROM d UNION ALL SELECT 'tup_updated','tuples',tup_updated,NULL FROM d UNION ALL SELECT 'tup_deleted','tuples',tup_deleted,NULL FROM d UNION ALL SELECT 'temp_files' stat_name,'files' units,temp_files::numeric events,NULL::numeric cum_time_ms FROM d UNION ALL SELECT 'temp_bytes','bytes',temp_bytes,NULL FROM d UNION ALL SELECT 'deadlocks','deadlocks',deadlocks,NULL FROM d UNION ALL SELECT 'blk_write_time','time',p_run,blk_write_time FROM d UNION ALL SELECT coalesce_schemaname||':'||relname||':seq_scan','scans',seq_scan,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':seq_tup_read','tuples',seq_tup_read,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':idx_scan','scans',idx_scan,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':idx_tup_fetch','tuples',idx_tup_fetch,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':n_tup_ins','tuples',n_tup_ins,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':n_tup_upd','tuples',n_tup_upd,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':n_tup_del','tuples',n_tup_del,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':n_tup_hot_upd','tuples',n_tup_hot_upd,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':vacuum_count','exec',vacuum_count,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':autovacuum_count','exec',autovacuum_count,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':analyze_count','exec',analyze_count,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||relname||':autoanalyze_count','exec',autoanalyze_count,NULL FROM t UNION ALL SELECT coalesce_schemaname||':'||indexrelname||':idx_scan','scans',idx_scan,NULL FROM i UNION ALL SELECT coalesce_schemaname||':'||indexrelname||':idx_tup_read','tid',idx_tup_read,NULL FROM i UNION ALL SELECT coalesce_schemaname||':'||indexrelname||':idx_tup_fetch','tuples',idx_tup_fetch,NULL FROM i UNION ALL SELECT coalesce_schemaname||':'||relname||':heap_blks_read','blocks',heap_blks_read,NULL FROM td UNION ALL SELECT coalesce_schemaname||':'||relname||':heap_blks_hit','blocks',heap_blks_hit,NULL FROM td UNION ALL SELECT coalesce_schemaname||':'||relname||':idx_blks_read','blocks',idx_blks_read,NULL FROM td UNION ALL SELECT coalesce_schemaname||':'||relname||':idx_blks_hit','blocks',idx_blks_hit,NULL FROM td UNION ALL SELECT coalesce_schemaname||':'||relname||':toast_blks_read','blocks',toast_blks_read,NULL FROM td UNION ALL SELECT coalesce_schemaname||':'||relname||':toast_blks_hit','blocks',toast_blks_hit,NULL FROM td UNION ALL SELECT coalesce_schemaname||':'||relname||':tidx_blks_read','blocks',tidx_blks_read,NULL FROM td UNION ALL SELECT coalesce_schemaname||':'||relname||':tidx_blks_hit','blocks',tidx_blks_hit,NULL FROM td UNION ALL SELECT coalesce_schemaname||':'||indexrelname||':idx_blks_read','blocks',idx_blks_read,NULL FROM id UNION ALL SELECT coalesce_schemaname||':'||indexrelname||':idx_blks_hit','blocks',idx_blks_hit,NULL FROM id UNION ALL SELECT schemaname||'.'||relname||':seq:blks_read','blocks',blks_read,NULL FROM s UNION ALL SELECT schemaname||'.'||relname||':seq:blks_hit','blocks',blks_hit,NULL FROM s UNION ALL SELECT schemaname||'.'||funcname||':total_time:calls','exec',calls,total_time FROM f UNION ALL SELECT schemaname||'.'||funcname||':self_time:calls','exec',calls,self_time FROM f ) q; WITH b AS (SELECT * FROM pg_stat_bgwriter) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'checkpoints_timed' stat_name,'checkpoints' units, checkpoints_timed::numeric events,NULL::numeric cum_time_ms FROM b UNION ALL SELECT 'checkpoints_req','checkpoints',checkpoints_req,NULL FROM b UNION ALL SELECT 'buffers_checkpoint','blocks',buffers_checkpoint,NULL FROM b UNION ALL SELECT 'buffers_clean','blocks',buffers_clean,NULL FROM b UNION ALL SELECT 'maxwritten_clean','blocks',maxwritten_clean,NULL FROM b UNION ALL SELECT 'buffers_backend','blocks',buffers_backend,NULL FROM b UNION ALL SELECT 'buffers_alloc','blocks',buffers_alloc,NULL FROM b UNION ALL SELECT 'pg_current_xact_id','xid',age('3'::xid),NULL ) q; WITH c AS (SELECT * FROM pg_stat_database_conflicts WHERE datname=current_database()) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'60 Database','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'confl_tablespace' stat_name,'queries' units, confl_tablespace::numeric events,NULL::numeric cum_time_ms FROM c UNION ALL SELECT 'confl_lock','queries',confl_lock,NULL FROM c UNION ALL SELECT 'confl_snapshot','queries',confl_snapshot,NULL FROM c UNION ALL SELECT 'confl_bufferpin','queries',confl_bufferpin,NULL FROM c UNION ALL SELECT 'confl_deadlock','queries',confl_deadlock,NULL FROM c ) q; WITH b AS (SELECT * FROM pg_stat_bgwriter) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'buffers_backend_fsync' stat_name,'exec' units, buffers_backend_fsync::numeric events,NULL::numeric cum_time_ms FROM b UNION ALL SELECT 'checkpoint_write_time' stat_name,'time' units, p_run::numeric events,checkpoint_write_time::numeric cum_time_ms FROM b UNION ALL SELECT 'checkpoint_sync_time','time',p_run,checkpoint_sync_time FROM b ) q; -- PostgreSQL 9.5 statistics IF v_server_version_num>=90500 THEN INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'pg_current_multixact_id' stat_name,'mxid' units,mxid_age('1')::numeric events,NULL::numeric cum_time_ms ) q; END IF; -- PostgreSQL 10 statistics IF v_server_version_num>=100000 THEN BEGIN INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'pg_current_wal_lsn' stat_name,'bytes' units,pg_wal_lsn_diff(pg_current_wal_lsn(), '0/0'::pg_lsn)::numeric events,NULL::numeric cum_time_ms ) q; EXCEPTION WHEN object_not_in_prerequisite_state THEN NULL; -- WAL control functions cannot be executed when wal_level < logical END; BEGIN INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'pg_last_wal_replay_lsn' stat_name,'bytes' units,pg_wal_lsn_diff(pg_last_wal_replay_lsn(), '0/0'::pg_lsn)::numeric events,NULL::numeric cum_time_ms ) q; EXCEPTION WHEN feature_not_supported THEN NULL; -- Function pg_last_xlog_replay_location() is currently not supported for Aurora END; END IF; -- PostgreSQL 13 statistics IF v_server_version_num>=130000 THEN WITH s AS (SELECT * FROM pg_stat_slru) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'slru:blks_zeroed' stat_name,'blocks' units,blks_zeroed::numeric events,NULL::numeric cum_time_ms FROM s UNION ALL SELECT 'slru:blks_hit','blocks',blks_hit,NULL FROM s UNION ALL SELECT 'slru:blks_read','blocks',blks_read,NULL FROM s UNION ALL SELECT 'slru:blks_written','blocks',blks_written,NULL FROM s UNION ALL SELECT 'slru:blks_exists','blocks',blks_exists,NULL FROM s UNION ALL SELECT 'slru:flushes','exec',flushes,NULL FROM s UNION ALL SELECT 'slru:truncates','exec',truncates,NULL FROM s ) q; END IF; -- PostgreSQL 14 statistics IF v_server_version_num>=140000 THEN WITH d AS (SELECT * FROM pg_stat_database WHERE datname=current_database()) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'60 Database','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'session_time' stat_name,'time' units,session_time::numeric events,NULL::numeric cum_time_ms FROM d UNION ALL SELECT 'active_time','time',p_run,active_time FROM d UNION ALL SELECT 'idle_in_transaction_time','time',p_run,idle_in_transaction_time FROM d UNION ALL SELECT 'sessions','conn',sessions,NULL FROM d UNION ALL SELECT 'sessions_abandoned','connections',sessions_abandoned,NULL FROM d UNION ALL SELECT 'sessions_fatal','connections',p_run,sessions_fatal FROM d UNION ALL SELECT 'sessions_killed','connections',p_run,sessions_killed FROM d ) q; BEGIN WITH w AS (SELECT * FROM pg_stat_wal) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Stat:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'wal_records' stat_name,'records' units,wal_records::numeric events,NULL::numeric cum_time_ms FROM w UNION ALL SELECT 'wal_fpi','blocks',wal_fpi,NULL FROM w UNION ALL SELECT 'wal_bytes','bytes',wal_bytes,NULL FROM w UNION ALL SELECT 'wal_buffers_full','exec',wal_buffers_full,NULL FROM w UNION ALL SELECT 'wal_write','exec',wal_write,wal_write_time FROM w UNION ALL SELECT 'wal_sync','exec',wal_sync,wal_sync_time FROM w ) q; EXCEPTION WHEN feature_not_supported THEN NULL; -- pg_stat_get_wal() is not supported on Aurora END; END IF; -- Linux statistics via pg_proctab extension, if available BEGIN CREATE EXTENSION IF NOT EXISTS pg_proctab; WITH p AS (SELECT * FROM pg_proctab() WHERE pid=pg_backend_pid()) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'20 Session','Stat:LinuxProcess:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'stat:utime' stat_name,'time' units,p_run::numeric events,utime::numeric*10 cum_time_ms FROM p UNION ALL SELECT 'stat:stime','time',p_run,stime*10 FROM p UNION ALL SELECT 'stat:cutime','time',p_run,cutime*10 FROM p UNION ALL SELECT 'stat:cstime','time',p_run,cstime*10 FROM p UNION ALL SELECT 'stat:minflt','pages',minflt,NULL FROM p UNION ALL SELECT 'stat:cminflt','pages',cminflt,NULL FROM p UNION ALL SELECT 'stat:majflt','pages',majflt,NULL FROM p UNION ALL SELECT 'stat:cmajflt','pages',cmajflt,NULL FROM p UNION ALL SELECT 'io:rchar','bytes',rchar,NULL FROM p UNION ALL SELECT 'io:wchar','bytes',wchar,NULL FROM p UNION ALL SELECT 'io:syscr','exec',syscr,NULL FROM p UNION ALL SELECT 'io:syscw','exec',syscw,NULL FROM p UNION ALL SELECT 'io:read_bytes','bytes',reads,NULL FROM p UNION ALL SELECT 'io:write_bytes','bytes',writes,NULL FROM p UNION ALL SELECT 'io:canceled_write_bytes','bytes',cwrites,NULL FROM p ) q; WITH c AS (SELECT * FROM pg_cputime()) ,d AS (SELECT * FROM pg_diskusage()) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'80 System','Stat:Linux:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'cpu:user' stat_name,'time' units,p_run::numeric events,"user"::numeric*10 cum_time_ms FROM pg_cputime() UNION ALL SELECT 'cpu:nice (DB Instance @AWS)','time',p_run,nice*10 FROM c UNION ALL SELECT 'cpu:system','time',p_run,system*10 FROM c UNION ALL SELECT 'cpu:idle','time',p_run,idle*10 FROM c UNION ALL SELECT 'cpu:iowait','time',p_run,iowait*10 FROM c UNION ALL SELECT 'diskstats:'||devname||':reads_completed','exec',reads_completed,readtime FROM d UNION ALL SELECT 'diskstats:'||devname||':reads_merged','exec',reads_merged,NULL FROM d UNION ALL SELECT 'diskstats:'||devname||':sectors_read','sectors',sectors_read,readtime FROM d UNION ALL SELECT 'diskstats:'||devname||':writes_completed','exec',writes_completed,writetime FROM d UNION ALL SELECT 'diskstats:'||devname||':writes_merged','exec',writes_merged,NULL FROM d UNION ALL SELECT 'diskstats:'||devname||':sectors_written','sectors',sectors_written,writetime FROM d UNION ALL SELECT 'diskstats:'||devname||':io_time','time',p_run,iotime FROM d UNION ALL SELECT 'diskstats:'||devname||':weighted_io_time','time',p_run,totaliotime FROM d ) q; EXCEPTION WHEN undefined_file -- pg_proctab is not available OR feature_not_supported -- pg_proctab is not available OR insufficient_privilege -- not running as superuser THEN NULL; END; -- Extra Aurora statistics, if available BEGIN INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'20 Session','Wait:'||type_name||':'||event_name, 'waits', coalesce(waits,0), coalesce(wait_time::numeric/1000,0) FROM aurora_stat_wait_event() NATURAL JOIN aurora_stat_wait_type() NATURAL LEFT JOIN aurora_stat_backend_waits(pg_backend_pid()); INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Wait:'||type_name||':'||event_name, 'waits', coalesce(waits,0), coalesce(wait_time::numeric/1000,0) FROM aurora_stat_wait_event() NATURAL JOIN aurora_stat_wait_type() NATURAL LEFT JOIN aurora_stat_system_waits(); WITH d AS (SELECT oid FROM pg_database WHERE datname=current_database()) ,a AS (SELECT * FROM d,aurora_stat_dml_activity(d.oid)) INSERT INTO ds_tmpDiffStats SELECT p_run,statement_timestamp(),'70 Instance','Stat:Aurora:'||stat_name, units, coalesce(events,0), cum_time_ms FROM ( SELECT 'select_count' stat_name,'sql' units,select_count::numeric events,select_latency_microsecs::numeric/1000 cum_time_ms FROM a UNION ALL SELECT 'insert_count','sql',insert_count,insert_latency_microsecs/1000 FROM a UNION ALL SELECT 'update_count','sql',update_count,update_latency_microsecs/1000 FROM a UNION ALL SELECT 'delete_count','sql',delete_count,delete_latency_microsecs/1000 FROM a ) q; EXCEPTION WHEN undefined_function THEN NULL; -- not on Aurora END; RETURN p_run; END; $$ LANGUAGE plpgsql; CREATE OR REPLACE FUNCTION ds_start() RETURNS int AS $$ BEGIN CREATE TEMPORARY TABLE IF NOT EXISTS ds_tmpDiffStats (run int, tm timestamp with time zone, scope text, name text, units text, count numeric, cum_time_ms numeric); TRUNCATE TABLE ds_tmpDiffStats; RETURN ds_insert(0); END; $$ LANGUAGE plpgsql; CREATE OR REPLACE FUNCTION ds_capture() RETURNS int AS $$ DECLARE prev_run numeric; BEGIN SELECT MAX(run) INTO prev_run FROM ds_tmpDiffStats; CASE prev_run WHEN NULL THEN RAISE NOTICE 'ERROR: no initial data; execute ds_start() to start'; RETURN NULL; WHEN 0 THEN RETURN ds_insert(1); WHEN 1 THEN RETURN ds_insert(2); END CASE; RAISE NOTICE 'ERROR: already captured data for two runs; execute ds_report_diff() or use ds_start() to start over'; RETURN NULL; END; $$ LANGUAGE plpgsql; CREATE OR REPLACE FUNCTION ds_report(IN global_scope boolean DEFAULT TRUE,IN all_rows boolean DEFAULT FALSE) RETURNS TABLE (scope text, name text, units text, count numeric, cum_ms numeric, avg_ms numeric) AS $$ DECLARE time_run1 numeric; prev_run numeric; BEGIN SELECT MAX(run) INTO prev_run FROM ds_tmpDiffStats; CASE prev_run WHEN NULL THEN RAISE NOTICE 'ERROR: no initial data; execute ds_start() before ds_report()'; RETURN; WHEN 0 THEN SELECT ds_insert(1) INTO prev_run; WHEN 1 THEN NULL; WHEN 2 THEN RAISE NOTICE 'WARNING: this report excludes data from the second run'; END CASE; SELECT EXTRACT(EPOCH from r1.tm-r0.tm)*1000 INTO time_run1 FROM (SELECT tm FROM ds_tmpDiffStats WHERE run=0 LIMIT 1) r0, (SELECT tm FROM ds_tmpDiffStats WHERE run=1 LIMIT 1) r1 ; RAISE NOTICE 'Total time of run: % ms', time_run1; RETURN QUERY WITH diff AS ( SELECT s.run AS q_run, s.scope q_scope, s.name q_name, s.units q_units ,s.count - LAG(s.count) OVER (PARTITION BY s.scope,s.name,s.units ORDER BY run) AS q_count ,s.cum_time_ms - LAG(s.cum_time_ms) OVER (PARTITION BY s.scope,s.name,s.units ORDER BY run) AS q_cum_time_ms FROM ds_tmpDiffStats s WHERE s.run<2 ), summary AS ( SELECT q_scope, q_name, q_units ,max(q_count) FILTER (WHERE q_run=1) AS q_count_1 ,round(max(q_cum_time_ms) FILTER (WHERE q_run=1),3) AS q_cum_ms_1 ,round(max(q_cum_time_ms/q_count) FILTER (WHERE q_run=1 AND q_count<>0),3) AS q_avg_ms_1 FROM diff WHERE q_cum_time_ms>0 OR (q_count>0 AND q_units<>'time') GROUP BY q_scope, q_name, q_units ) SELECT right(q_scope,-3), q_name, q_units, q_count_1, q_cum_ms_1, q_avg_ms_1 FROM summary WHERE (q_scope < '50' OR global_scope) AND ((q_name NOT LIKE 'Stat:pg_catalog%' AND q_name NOT LIKE 'Stat:information_schema%' AND q_name NOT LIKE 'Stat:%:ds\_%' AND q_name NOT LIKE 'Stat:%.ds\_%' AND q_name NOT LIKE '%pg_toast_'||'ds_tmpdiffstats'::regclass::int||'%') OR all_rows) ORDER BY q_scope ASC , q_cum_ms_1 DESC NULLS LAST , q_count_1 DESC NULLS LAST; END; $$ LANGUAGE plpgsql; CREATE OR REPLACE FUNCTION ds_report_diff(IN global_scope boolean DEFAULT TRUE,IN all_rows boolean DEFAULT FALSE,IN cnt_diff_pct_threshold numeric DEFAULT 0) RETURNS TABLE (scope text, name text, units text, count_1 numeric, cum_ms_1 numeric, avg_ms_1 numeric, count_2 numeric, cum_ms_2 numeric, avg_ms_2 numeric, cnt_diff text) AS $$ DECLARE time_run1 numeric; time_run2 numeric; prev_run numeric; BEGIN SELECT MAX(run) INTO prev_run FROM ds_tmpDiffStats; CASE prev_run WHEN NULL THEN RAISE NOTICE 'ERROR: no initial data; execute ds_start() before ds_report()'; RETURN; WHEN 0 THEN SELECT ds_insert(1) INTO prev_run; WHEN 1 THEN SELECT ds_insert(2) INTO prev_run; WHEN 2 THEN NULL; END CASE; SELECT EXTRACT(EPOCH from r1.tm-r0.tm)*1000 INTO time_run1 FROM (SELECT tm FROM ds_tmpDiffStats WHERE run=0 LIMIT 1) r0, (SELECT tm FROM ds_tmpDiffStats WHERE run=1 LIMIT 1) r1 ; IF prev_run=2 THEN SELECT EXTRACT(EPOCH from r2.tm-r1.tm)*1000 INTO time_run2 FROM (SELECT tm FROM ds_tmpDiffStats WHERE run=1 LIMIT 1) r1, (SELECT tm FROM ds_tmpDiffStats WHERE run=2 LIMIT 1) r2 ; END IF; RAISE NOTICE 'Total time run 1: % ms', time_run1; IF prev_run=2 THEN RAISE NOTICE 'Total time run 2: % ms', time_run2; RAISE NOTICE 'Run 1 total time is % %% of run 2 total time', round(100*time_run1/time_run2,1); END IF; RETURN QUERY WITH diff AS ( SELECT s.run AS q_run, s.scope q_scope, s.name q_name, s.units q_units ,s.count - LAG(s.count) OVER (PARTITION BY s.scope,s.name,s.units ORDER BY run) AS q_count ,s.cum_time_ms - LAG(s.cum_time_ms) OVER (PARTITION BY s.scope,s.name,s.units ORDER BY run) AS q_cum_time_ms FROM ds_tmpDiffStats s ), summary AS ( SELECT q_scope, q_name, q_units ,max(q_count) FILTER (WHERE q_run=1) AS q_count_1 ,round(max(q_cum_time_ms) FILTER (WHERE q_run=1),3) AS q_cum_ms_1 ,round(max(q_cum_time_ms/q_count) FILTER (WHERE q_run=1 AND q_count<>0),3) AS q_avg_ms_1 ,max(q_count) FILTER (WHERE q_run=2) AS q_count_2 ,round(max(q_cum_time_ms) FILTER (WHERE q_run=2),3) AS q_cum_ms_2 ,round(max(q_cum_time_ms/q_count) FILTER (WHERE q_run=2 AND q_count<>0),3) AS q_avg_ms_2 FROM diff WHERE q_cum_time_ms>0 OR (q_count>0 AND q_units<>'time') GROUP BY q_scope, q_name, q_units ) SELECT right(q_scope,-3), q_name, q_units, q_count_1, q_cum_ms_1, q_avg_ms_1, q_count_2, q_cum_ms_2, q_avg_ms_2 ,ROUND(ABS((1-q_count_1/CASE WHEN q_count_2>0 THEN q_count_2 ELSE null END)*100),1)||' %' q_cnt_diff FROM summary WHERE (COALESCE(ABS((1-q_count_1/CASE WHEN q_count_2>0 THEN q_count_2 ELSE null END))*100,100)>=cnt_diff_pct_threshold) AND (q_scope < '50' OR global_scope) AND ((q_name NOT LIKE 'Stat:pg_catalog%' AND q_name NOT LIKE 'Stat:information_schema%' AND q_name NOT LIKE 'Stat:%:ds\_%' AND q_name NOT LIKE 'Stat:%.ds\_%' AND q_name NOT LIKE '%pg_toast_'||'ds_tmpdiffstats'::regclass::int||'%') OR all_rows) ORDER BY q_scope ASC , COALESCE(q_cum_ms_2,0)+COALESCE(q_cum_ms_1,0) DESC , ABS((1-q_count_1/CASE WHEN q_count_2>0 THEN q_count_2 ELSE null END))*100 DESC NULLS LAST , COALESCE(q_count_2,0)+COALESCE(q_count_1,0) DESC; END; $$ LANGUAGE plpgsql;