MySQL分析執(zhí)行次數最多的SQL的六種方法
更新時間:2025年10月23日 08:57:46 作者:學亮編程手記
這篇文章介紹了MySQL中分析執(zhí)行次數最多的SQL的六種方法:使用慢查詢日志、PerformanceSchema、SysSchema、通用日志(不推薦)、INFORMATION_SCHEMA.PROCESSLIST,以及pt-query-digest工具,文章建議根據具體需求組合使用這些方法,需要的朋友可以參考下
在MySQL中分析執(zhí)行次數最多的SQL,主要有以下幾種方法:
1. 使用MySQL慢查詢日志
開啟慢查詢日志
-- 查看慢查詢配置 SHOW VARIABLES LIKE 'slow_query_log%'; SHOW VARIABLES LIKE 'long_query_time'; -- 開啟慢查詢日志(需在my.cnf中配置持久化) SET GLOBAL slow_query_log = 1; SET GLOBAL long_query_time = 1; -- 設置慢查詢閾值(秒) SET GLOBAL slow_query_log_file = '/var/log/mysql/slow.log';
使用mysqldumpslow分析
# 分析執(zhí)行次數最多的慢查詢 mysqldumpslow -s c -t 10 /var/log/mysql/slow.log # 按執(zhí)行時間排序 mysqldumpslow -s t -t 10 /var/log/mysql/slow.log
2. 使用Performance Schema
開啟Performance Schema
-- 檢查是否開啟 SHOW VARIABLES LIKE 'performance_schema'; -- 開啟events_statements_history(如果未開啟) UPDATE performance_schema.setup_consumers SET ENABLED = 'YES' WHERE NAME LIKE 'events_statements_history%';
查詢執(zhí)行次數最多的SQL
SELECT
DIGEST_TEXT AS query,
COUNT_STAR AS exec_count,
AVG_TIMER_WAIT/1000000000000 AS avg_exec_time_sec,
SUM_ROWS_EXAMINED AS rows_examined_sum,
SUM_ROWS_SENT AS rows_sent_sum
FROM performance_schema.events_statements_summary_by_digest
WHERE DIGEST_TEXT IS NOT NULL
ORDER BY COUNT_STAR DESC
LIMIT 10;
3. 使用Sys Schema(MySQL 5.7+)
-- 查看執(zhí)行次數最多的語句
SELECT * FROM sys.statements_with_full_table_scans
ORDER BY exec_count DESC
LIMIT 10;
-- 查看總執(zhí)行次數最多的語句
SELECT * FROM sys.statement_analysis
ORDER BY exec_count DESC
LIMIT 10;
-- 查看執(zhí)行次數多的標準化SQL
SELECT
query,
db,
exec_count,
total_latency,
avg_latency,
rows_sent_avg,
rows_examined_avg
FROM sys.x$statements_with_runtimes_in_95th_percentile
ORDER BY exec_count DESC
LIMIT 10;
4. 使用通用日志(不推薦生產環(huán)境)
-- 開啟通用查詢日志
SET GLOBAL general_log = 1;
SET GLOBAL general_log_file = '/var/log/mysql/general.log';
-- 分析日志(示例使用awk)
awk '
{
if ($0 ~ /Query/) {
# 提取SQL語句(簡化版)
query = substr($0, index($0, "Query:") + 7)
queries[query]++
}
}
END {
for (q in queries) {
print queries[q] " " q
}
}' /var/log/mysql/general.log | sort -nr | head -10
5. 使用INFORMATION_SCHEMA.PROCESSLIST(實時監(jiān)控)
-- 查看當前執(zhí)行的SQL
SELECT
INFO AS query,
COUNT(*) AS concurrent_count
FROM INFORMATION_SCHEMA.PROCESSLIST
WHERE COMMAND = 'Query'
AND INFO IS NOT NULL
GROUP BY INFO
ORDER BY concurrent_count DESC
LIMIT 10;
6. 使用pt-query-digest工具
# 分析慢查詢日志 pt-query-digest /var/log/mysql/slow.log # 分析tcpdump抓取的流量 tcpdump -i any -s 65535 -x -nn -q -tttt port 3306 > mysql.tcp.txt pt-query-digest --type tcpdump mysql.tcp.txt # 分析general log pt-query-digest --type genlog /var/log/mysql/general.log
推薦的生產環(huán)境方案
對于生產環(huán)境,建議組合使用:
- 長期監(jiān)控:Performance Schema + Sys Schema
- 性能分析:慢查詢日志 + pt-query-digest
- 實時監(jiān)控:INFORMATION_SCHEMA.PROCESSLIST
完整的Performance Schema監(jiān)控示例
-- 開啟必要的監(jiān)控項
UPDATE performance_schema.setup_instruments
SET ENABLED = 'YES', TIMED = 'YES'
WHERE NAME LIKE 'statement/%';
UPDATE performance_schema.setup_consumers
SET ENABLED = 'YES'
WHERE NAME LIKE '%statements%';
-- 定期查詢TOP SQL(可做成定時任務)
SELECT
SCHEMA_NAME as db,
DIGEST_TEXT as query,
COUNT_STAR as exec_count,
ROUND(SUM_TIMER_WAIT/1000000000000, 2) as total_time_sec,
ROUND(AVG_TIMER_WAIT/1000000000000, 4) as avg_time_sec,
SUM_ROWS_EXAMINED as rows_examined,
SUM_ROWS_SENT as rows_sent,
FIRST_SEEN as first_seen,
LAST_SEEN as last_seen
FROM performance_schema.events_statements_summary_by_digest
WHERE DIGEST_TEXT IS NOT NULL
AND COUNT_STAR > 0
ORDER BY COUNT_STAR DESC
LIMIT 20;
選擇哪種方法取決于你的具體需求:實時監(jiān)控用Performance Schema,深度分析用慢查詢日志,快速排查用Sys Schema。
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