{"id":215,"date":"2025-07-01T15:38:51","date_gmt":"2025-07-01T07:38:51","guid":{"rendered":"https:\/\/yuzikimikage.top\/?p=215"},"modified":"2025-07-31T00:23:45","modified_gmt":"2025-07-30T16:23:45","slug":"cpuhigh","status":"publish","type":"post","link":"https:\/\/yuzikimikage.top\/index.php\/2025\/07\/01\/cpuhigh\/","title":{"rendered":"\u6570\u636e\u5e93\u8fdb\u7a0bCPU\u5229\u7528\u7387\u9ad8\u6392\u67e5\u601d\u8def"},"content":{"rendered":"\n

1 \u95ee\u9898\u73b0\u8c61<\/h1>\n\n\n\n

\u670d\u52a1\u5668\u7684cpu\u5229\u7528\u7387\u6301\u7eed\u9ad8\u4e8e85%\uff0c\u5ba2\u6237\u9891\u7e41\u6536\u5230\u544a\u8b66<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u5ba2\u6237\u7684\u76d1\u63a7\u5e73\u53f0\u663e\u793a\uff0c\u6570\u636e\u5e93\u8fdb\u7a0b\u5360\u7528\u4e86\u5927\u91cfcpu\u8d44\u6e90<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

2 \u6392\u67e5\u6b65\u9aa4<\/h1>\n\n\n\n

2.1 \u8fde\u63a5\u6570\u7684\u53d8\u5316<\/h2>\n\n\n\n

cpu\u5229\u7528\u7387\u731b\u589e\uff0c\u9996\u5148\u6000\u7591\u662f\u4e0d\u662f\u4e1a\u52a1\u9ad8\u5cf0\u671f\u6d3b\u8dc3\u8fde\u63a5\u9661\u589e\uff0c\u800c\u6570\u636e\u5e93\u9884\u7559\u8d44\u6e90\u4e0d\u8db3\u9020\u6210\u7684\u7ed3\u679c<\/p>\n\n\n\n

select count( * ) from pg_stat_activity where state not like '%idle';<\/code><\/pre>\n\n\n\n
\u4f7f\u7528\u4ee5\u4e0a\u7684sql\u8bed\u53e5\u6392\u67e5\u6570\u636e\u5e93\u7684\u6d3b\u8dc3\u8fde\u63a5<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u4ece\u67e5\u8be2\u7ed3\u679c\u6765\u770b\uff0c\u5e76\u4e0d\u662f\u4e1a\u52a1\u9ad8\u5cf0\u5bfc\u81f4\u7684cpu\u5229\u7528\u7387\u9ad8<\/p>\n\n\n\n
2.2 \u67e5\u770b\u6570\u636e\u5e93\u7ebf\u7a0b\u7684cpu\u5360\u7528\u60c5\u51b5<\/h2>\n\n\n\n
\u53ea\u6709\u6d3b\u8dc3\u7684CPU\u624d\u4f1a\u4f7fCPU\u7684\u4f7f\u7528\u589e\u9ad8<\/p>\n\n\n\n
\u67e5\u770b\u5177\u4f53\u54ea\u4e2a\u4f1a\u8bdd\u5360\u7528\u9ad8\u8d44\u6e90\uff0c\u4f7f\u7528top\u67e5\u770bcpu\u4f7f\u7528\u7387\u9ad8\u7684\u8fdb\u7a0b<\/p>\n\n\n\n
\u67e5\u770b\u6570\u636e\u5e93\u8fdb\u7a0b\u7684pid<\/p>\n\n\n\n
top<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u53ef\u4ee5\u770b\u5230\u6570\u636e\u5e93\u8fdb\u7a0b\u7684pid\u4e3a2105610\uff0ccpu\u5229\u7528\u7387\u9ad8\u8fbe310.6%<\/p>\n\n\n\n
\u6839\u636e\u6570\u636e\u5e93\u8fdb\u7a0b\u7684pid\uff0c\u67e5\u8be2\u5404\u7ebf\u7a0b\u7684\u8d44\u6e90\u5360\u7528\u60c5\u51b5<\/p>\n\n\n\n
top -H -p 2105610<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u67e5\u8be2\u5230\u67094\u4e2a\u7ebf\u7a0b\u7684cpu\u5229\u7528\u7387\u8fbe\u523070%\u4ee5\u4e0a\uff0c\u662f\u9020\u6210\u6b64\u6b21\u5f02\u5e38\u7684\u539f\u56e0\uff0c\u8fd9\u91cc\u663e\u793a\u7684pid\uff1a338211\u3001338212\u3001338213\u3001338214\u662f\u5bf9\u5e94\u7684\u7ebf\u7a0bid<\/p>\n\n\n\n
2.3 \u5728\u6570\u636e\u5e93\u4e2d\u67e5\u8be2\u5bf9\u5e94\u7684\u4f1a\u8bdd<\/h2>\n\n\n\n
\u6839\u636e\u4e0a\u4e00\u6b65\u6211\u4eec\u67e5\u5230\u7684\u7ebf\u7a0bid\uff0c\u6211\u4eec\u53ef\u4ee5\u5728\u6570\u636e\u5e93\u4e2d\u67e5\u8be2\u8fd9\u4e9b\u7ebf\u7a0b\u5bf9\u5e94\u7684\u4f1a\u8bdd\uff0c\u4f7f\u7528\u5982\u4e0b\u7684sql\u8bed\u53e5\uff08\u9002\u7528\u4e8eopengasuss\u7cfb\u7684\u6570\u636e\u5e93\uff09\uff1a<\/p>\n\n\n\n
--\u6807\u7ea2\u90e8\u5206\u66ff\u6362\u4e3a\u5b9e\u9645\u7684\u7ebf\u7a0bid<\/p>\n\n\n\n
select psa.* from pg_stat_activity psa join pg_os_threads pot on psa.pid=pot.pid where pot.lwpid in ('338211','338212','338213','338214');<\/code><\/pre>\n\n\n\n
\u67e5\u8be2\u5230\u5982\u4e0b\u4f1a\u8bdd<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u627e\u5230\u5f15\u53d1\u5f02\u5e38\u7684\u4f1a\u8bdd\u53ca\u5176\u5bf9\u5e94\u7684SQL\u8bed\u53e5<\/p>\n\n\n\n
2.4 \u67e5\u770b\u6570\u636e\u5e93\u65e5\u5fd7<\/h2>\n\n\n\n
\u89c2\u5bdf\u6570\u636e\u5e93\u7684\u8fd0\u884c\u65e5\u5fd7\uff0c\u5176\u4e2d\u5b58\u5728\u5927\u91cf\u62a5\u9519\u7684\u8bed\u53e5\uff1a<\/p>\n\n\n\n
\u6bd4\u8f83\u4e4b\u540e\uff0c\u53d1\u73b0\u5176IP\u3001\u7aef\u53e3\u3001sql\u8bed\u53e5\u7b49\u90fd\u4e0e\u4e0a\u4e00\u6b65\u5b9a\u4f4d\u5230\u7684\u4f1a\u8bdd\u4e00\u81f4<\/p>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u5c06\u8fd9\u90e8\u5206\u8bed\u53e5\u53d1\u9001\u7ed9\u5ba2\u6237\uff0c\u8ba9\u5ba2\u6237\u5185\u90e8\u6392\u67e5<\/p>\n\n\n\n
2.5 \u6162sql<\/h2>\n\n\n\n
\u5982\u679c\u6d3b\u8dc3\u8fde\u63a5\u6570\u7684\u53d8\u5316\u5904\u4e8e\u6b63\u5e38\u8303\u56f4\uff0c\u5219\u5f88\u5927\u6982\u7387\u662f\u5f53\u65f6\u6709\u6027\u80fd\u5f88\u5dee\u7684SQL\u88ab\u5927\u91cf\u6267\u884c\u6240\u81f4\u3002\u8fd9\u91cc\u6240\u8bf4\u7684\u6027\u80fd\u5dee\uff0c\u5e76\u4e0d\u4e00\u5b9a\u6307\u7684\u662fSQL\u7684\u6267\u884c\u65f6\u95f4\u957f\uff0c\u6709\u65f6\u770b\u4f3c\u6267\u884c\u901f\u5ea6\u5f88\u5feb\u7684SQL\u5927\u91cf\u6267\u884c\u65f6\u4e5f\u4f1a\u9020\u6210CPU\u7684\u5347\u9ad8\u3002<\/p>\n\n\n\n
pg_stat_statements<\/h3>\n\n\n\n
--\u521b\u5efa\u63d2\u4ef6\uff0c\u5df2\u6709\u53ef\u5ffd\u7565\ncreate extension pg_stat_statements;\n--\u91cd\u7f6e\u7edf\u8ba1\u4fe1\u606f\nselect pg_stat_statements_reset();\n<\/code><\/pre>\n\n\n\n
\u7b49\u5f85\u4e00\u6bb5\u65f6\u95f4\uff0c\u4f7f\u8ba1\u6570\u5668\u79ef\u7d2f\u8db3\u591f\u7684\u4fe1\u606f<\/p>\n\n\n\n
\u67e5\u8be2\u6700\u8017\u65f6\u7684SQL<\/p>\n\n\n\n
select * from pg_stat_statements order by total_exec_time desc limit 5;<\/code><\/pre>\n\n\n\n
\u67e5\u8be2\u8bfb\u53d6buffer\u6b21\u6570\u6700\u591a\u7684SQL\uff0c\u8fd9\u7c7bSQL\u53ef\u80fd\u7531\u4e8e\u6240\u67e5\u8be2\u7684\u6570\u636e\u6ca1\u6709\u7d22\u5f15\uff0c\u800c\u5bfc\u81f4\u4e86\u8fc7\u591a\u7684buffer\u8bfb\uff0c\u4e5f\u540c\u65f6\u6d88\u8017\u4e86\u5927\u91cf\u7684CPU\u3002<\/p>\n\n\n\n
\u7a0d\u540e\u6211\u4eec\u4f1a\u4ecb\u7ecd\u4e3a\u4ec0\u4e48\u5168\u8868\u626b\u63cf\u4f1a\u5f15\u8d77cpu\u5229\u7528\u7387\u7684\u5347\u9ad8<\/p>\n\n\n\n
select * from pg_stat_statements order by shared_blks_hit+shared_blks_read desc limit 5;<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n
pg_stat_activity<\/h3>\n\n\n\n
\u67e5\u770b\u5f53\u524d\u957f\u65f6\u95f4\u6267\u884c\uff0c\u4e00\u76f4\u4e0d\u7ed3\u675f\u7684SQL\u3002<\/p>\n\n\n\n
select datname, usename, client_addr, application_name, state, backend_start, xact_start, xact_stay, query_start, query_stay, replace(query, chr(10), ' ') as query from (select pgsa.datname as datname, pgsa.usename as usename, pgsa.client_addr client_addr, pgsa.application_name as application_name, pgsa.state as state, pgsa.backend_start as backend_start, pgsa.xact_start as xact_start, extract(epoch from (now() - pgsa.xact_start)) as xact_stay, pgsa.query_start as query_start, extract(epoch from (now() - pgsa.query_start)) as query_stay , pgsa.query as query from pg_stat_activity as pgsa where pgsa.state != 'idle' and pgsa.state != 'idle in transaction' and pgsa.state != 'idle in transaction (aborted)') idleconnections order by query_stay desc limit 5;<\/code><\/pre>\n\n\n\n
\u8868\u626b\u63cfTableScan<\/h3>\n\n\n\n
\u67e5\u8be2\u6570\u636e\u8868\u4e0a\u7684\u8868\u626b\u63cf\uff0c\u6570\u636e\u8868\u5982\u679c\u7f3a\u5931\u7d22\u5f15\uff0c\u5927\u90e8\u5206\u70ed\u6570\u636e\u53c8\u90fd\u5728\u5185\u5b58\u65f6\uff0c\u6b64\u65f6\u6570\u636e\u5e93\u53ea\u80fd\u4f7f\u7528\u8868\u626b\u63cf\uff0c\u5e76\u9700\u8981\u5904\u7406\u5df2\u5728\u5185\u5b58\u4e2d\u7684\u5927\u91cf\u65e0\u5173\u8bb0\u5f55\uff0c\u8017\u8d39\u5927\u91cfCPU\u3002<\/p>\n\n\n\n
\u67e5\u8be2\u4f7f\u7528\u8868\u626b\u63cf\u6700\u591a\u7684\u8868\uff1a<\/p>\n\n\n\n
\u6ce8\u610f\uff1a\u6bcf\u6b21\u91cd\u542f\u6570\u636e\u5e93\u65f6\uff0cpg_stat_user_tables\u7684n_live_tup\u7b49\u4fe1\u606f\u9700\u8981\u91cd\u65b0\u6536\u96c6<\/p>\n\n\n\n
select * from pg_stat_user_tables where n_live_tup > 100000 and seq_scan > 0 order by seq_tup_read desc limit 10;<\/code><\/pre>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\u67e5\u8be2\u5f53\u524d\u6b63\u5728\u8fd0\u884c\u7684\u4e0a\u8ff0\u8868\u4e0a\u7684\u6162\u67e5\u8be2\uff1a<\/p>\n\n\n\n
select * from pg_stat_activity where query ilike '%<table name>%' and query_start - now() > interval '10 seconds';<\/code><\/pre>\n\n\n\n
\u4e5f\u53ef\u4ee5\u901a\u8fc7pg_stat_statements\u63d2\u4ef6\u5b9a\u4f4d\u5230\u6d89\u53ca\u5230\u8fd9\u4e9b\u8868\u7684\u67e5\u8be2\uff1a<\/p>\n\n\n\n
select * from pg_stat_statements where query ilike '%<table>%'order by shared_blks_hit+shared_blks_read desc limit 3;<\/code><\/pre>\n\n\n\n
3 \u4e3a\u4ec0\u4e48\u5168\u8868\u626b\u63cf\u4f1a\u8017\u8d39\u5927\u91cfCPU\u8d44\u6e90<\/h1>\n\n\n\n
    \n
  1. \u6570\u636e\u8bfb\u53d6<\/strong>\uff1a\u5728\u5168\u8868\u626b\u63cf\u8fc7\u7a0b\u4e2d\uff0c\u6570\u636e\u5e93\u9700\u8981\u4ece\u78c1\u76d8\u8bfb\u53d6\u6574\u4e2a\u8868\u7684\u6240\u6709\u6570\u636e\u3002\u5982\u679c\u8868\u975e\u5e38\u5927\uff0c\u8fd9\u5c06\u6d89\u53ca\u5230\u5927\u91cf\u7684\u78c1\u76d8I\/O\u64cd\u4f5c\uff0c\u800c\u78c1\u76d8I\/O\u901a\u5e38\u662f\u6570\u636e\u5e93\u64cd\u4f5c\u4e2d\u7684\u74f6\u9888\u4e4b\u4e00\u3002\u9891\u7e41\u7684\u78c1\u76d8\u8bfb\u53d6\u4f1a\u6d88\u8017\u5927\u91cf\u7684CPU\u8d44\u6e90\uff0c\u56e0\u4e3aCPU\u9700\u8981\u7b49\u5f85\u78c1\u76d8\u64cd\u4f5c\u5b8c\u6210\u3002<\/li>\n\n\n\n
  2. \u6570\u636e\u5904\u7406<\/strong>\uff1a\u5168\u8868\u626b\u63cf\u610f\u5473\u7740\u6570\u636e\u5e93\u9700\u8981\u68c0\u67e5\u8868\u4e2d\u7684\u6bcf\u4e00\u884c\u6570\u636e\uff0c\u4ee5\u786e\u5b9a\u54ea\u4e9b\u884c\u7b26\u5408\u67e5\u8be2\u6761\u4ef6\u3002\u5bf9\u4e8e\u6bcf\u4e00\u884c\u6570\u636e\uff0cCPU\u90fd\u9700\u8981\u6267\u884c\u6bd4\u8f83\u64cd\u4f5c\uff0c\u8fd9\u5728\u6570\u636e\u91cf\u5927\u65f6\u4f1a\u975e\u5e38\u8017\u65f6\u3002\u6b64\u5916\uff0c\u5982\u679c\u67e5\u8be2\u6d89\u53ca\u5230\u8ba1\u7b97\uff08\u5982\u51fd\u6570\u3001\u8868\u8fbe\u5f0f\u7b49\uff09\uff0cCPU\u7684\u8d1f\u62c5\u4f1a\u66f4\u91cd\u3002<\/li>\n\n\n\n
  3. \u5185\u5b58\u4f7f\u7528<\/strong>\uff1a\u6570\u636e\u5e93\u901a\u5e38\u4f1a\u5c06\u8bfb\u53d6\u7684\u6570\u636e\u7f13\u5b58\u5230\u5185\u5b58\u4e2d\uff0c\u4ee5\u63d0\u9ad8\u8bbf\u95ee\u901f\u5ea6\u3002\u5168\u8868\u626b\u63cf\u4f1a\u5360\u7528\u5927\u91cf\u7684\u5185\u5b58\u8d44\u6e90\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5185\u5b58\u4e0d\u8db3\uff0c\u4ece\u800c\u89e6\u53d1\u66f4\u591a\u7684\u78c1\u76d8\u4ea4\u6362\uff08swap\uff09\u64cd\u4f5c\uff0c\u8fdb\u4e00\u6b65\u589e\u52a0CPU\u7684\u8d1f\u62c5\u3002<\/li>\n\n\n\n
  4. \u9501\u548c\u5e76\u53d1<\/strong>\uff1a\u5168\u8868\u626b\u63cf\u53ef\u80fd\u4f1a\u9501\u5b9a\u6574\u4e2a\u8868\uff0c\u963b\u6b62\u5176\u4ed6\u4e8b\u52a1\u5bf9\u8868\u7684\u5e76\u53d1\u8bbf\u95ee\u3002\u8fd9\u4e0d\u4ec5\u4f1a\u964d\u4f4e\u6570\u636e\u5e93\u7684\u5e76\u53d1\u6027\u80fd\uff0c\u8fd8\u53ef\u80fd\u5bfc\u81f4\u66f4\u591a\u7684\u4e8b\u52a1\u7b49\u5f85\u9501\u91ca\u653e\uff0c\u4ece\u800c\u589e\u52a0CPU\u7684\u4e0a\u4e0b\u6587\u5207\u6362\u5f00\u9500\u3002<\/li>\n\n\n\n
  5. \u6392\u5e8f\u548c\u805a\u5408\u64cd\u4f5c<\/strong>\uff1a\u5982\u679c\u67e5\u8be2\u6d89\u53ca\u5230\u6392\u5e8f\uff08ORDER BY\uff09\u6216\u805a\u5408\uff08GROUP BY\u3001SUM\u3001COUNT\u7b49\uff09\uff0c\u5168\u8868\u626b\u63cf\u540e\u7684\u6570\u636e\u9700\u8981\u5728\u5185\u5b58\u4e2d\u8fdb\u884c\u6392\u5e8f\u6216\u805a\u5408\u8ba1\u7b97\uff0c\u8fd9\u540c\u6837\u4f1a\u6d88\u8017\u5927\u91cf\u7684CPU\u8d44\u6e90\u3002<\/li>\n\n\n\n
  6. \u67e5\u8be2\u4f18\u5316\u5668\u7684\u9009\u62e9<\/strong>\uff1a\u6570\u636e\u5e93\u7684\u67e5\u8be2\u4f18\u5316\u5668\u5728\u51b3\u5b9a\u662f\u5426\u4f7f\u7528\u7d22\u5f15\u65f6\uff0c\u4f1a\u6839\u636e\u7edf\u8ba1\u4fe1\u606f\u548c\u6210\u672c\u4f30\u7b97\u6765\u9009\u62e9\u6700\u4f18\u7684\u6267\u884c\u8ba1\u5212\u3002\u5982\u679c\u67e5\u8be2\u4f18\u5316\u5668\u8ba4\u4e3a\u5168\u8868\u626b\u63cf\u7684\u6210\u672c\u4f4e\u4e8e\u4f7f\u7528\u7d22\u5f15\uff08\u4f8b\u5982\uff0c\u5f53\u8868\u4e2d\u7684\u6570\u636e\u91cf\u5f88\u5c0f\uff0c\u6216\u8005\u7d22\u5f15\u7684\u9009\u62e9\u6027\u4e0d\u9ad8\u65f6\uff09\uff0c\u5b83\u53ef\u80fd\u4f1a\u9009\u62e9\u5168\u8868\u626b\u63cf\uff0c\u4ece\u800c\u5bfc\u81f4CPU\u8d44\u6e90\u7684\u6d6a\u8d39\u3002<\/li>\n<\/ol>\n\n\n\n
    \u4e3a\u4e86\u51cf\u5c11\u5168\u8868\u626b\u63cf\uff0c\u63d0\u9ad8\u6570\u636e\u5e93\u6027\u80fd\uff0c\u901a\u5e38\u9700\u8981\uff1a<\/p>\n\n\n\n
      \n
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