show profile是由Jeremy Cole捐獻給MySQL社區版本的。預設的是關閉的,但是會話層級可以開啟這個功能。開啟它可以讓MySQL收集在執行語句的時候所使用的資源。為了統計報表,把profiling設為1
mysql> SET profiling = 1;
之後在運行一個查詢
mysql> SELECT COUNT(DISTINCT actor.first_name) AS cnt_name, COUNT(*) AS cnt-> FROM sakila.film_actor-> INNER JOIN sakila.actor USING(actor_id)-> GROUP BY sakila.film_actor.film_id-> ORDER BY cnt_name DESC;...997 rows in set (0.03 sec)
這個執行語句的剖析資訊儲存在這個會話中。使用SHOW PROFILES進行查看。
*************************** 1. row ***************************Query_ID: 1Duration: 0.02596900Query: SELECT COUNT(DISTINCT actor.first_name) AS cnt_name,...
你可以使用SHOW PROFILE語句來擷取已經儲存的剖析資料。如果不加參數,會顯示狀態以及它們持續的時間。
+------------------------+-----------+| Status | Duration |+------------------------+-----------+| (initialization) | 0.000005 || Opening tables | 0.000033 || System lock | 0.000037 || Table lock | 0.000024 || init | 0.000079 || optimizing | 0.000024 || statistics | 0.000079 || preparing | 0.00003 || Creating tmp table | 0.000124 || executing | 0.000008 || Copying to tmp table | 0.010048 || Creating sort index | 0.004769 || Copying to group table | 0.0084880 || Sorting result | 0.001136 || Sending data | 0.000925 || end | 0.00001 || removing tmp table | 0.00004 || end | 0.000005 || removing tmp table | 0.00001 || end | 0.000011 || query end | 0.00001 || freeing items | 0.000025 || removing tmp table | 0.00001 || freeing items | 0.000016 || closing tables | 0.000017 || logging slow query | 0.000006 |+------------------------+-----------+
每行都是狀態變化的過程以及它們持續的時間。Status那一列和SHOW FULL PROCESSLIST的State應該是一致的。
這個值是來自於thd->proc_info變數。因此你所查看的這個值是直接來自MySQL內部的。儘管這些數值是比較直接易懂的,你也可以查看MySQL手冊。
你可以給SHOW PROFILES指定一個Query_ID來查看指定的語句,還可以給輸出添加新的列。如,查看使用者和CPU使用。可以用如下命令。
mysql> SHOW PROFILE CPU FOR QUERY 1;
SHOW PROFILE可以深入的查看伺服器執行語句的工作情況。以及也能協助你理解執行語句消耗時間的情況。一些限制是它沒有實現的功能,不能查看和剖析其他串連的語句,以及剖析時所引起的消耗。
SHOW PROFILES顯示最近發給伺服器的多條語句,條數根據會話變數profiling_history_size定義,預設是15,最大值為100。設為0等價於關閉分析功能。
SHOW PROFILE FOR QUERY n,這裡的n就是對應SHOW PROFILES輸出中的Query_ID。
例如:
+----------+-------------+---------------------------------------+| Query_ID | Duration | Query |+----------+-------------+---------------------------------------+| 1 | 0.00037700 | alter table table1 drop column c3 int || 2 | 70.37123800 | alter table table1 drop column c3 || 3 | 0.00124500 | show tables || 4 | 0.00569800 | select * from table1 where id=2 || 5 | 0.00068500 | select count(1) from tables1 || 6 | 0.00197900 | select count(1) from table1 || 7 | 0.00105900 | alter table tables1 drop c1 || 8 | 0.00800200 | alter table table1 drop c1 |+----------+-------------+---------------------------------------+8 rows in set (0.00 sec)
mysql> SHOW PROFILE FOR QUERY 2; #查看alter table table1 drop column c3的分析
+------------------------------+-----------+| Status | Duration |+------------------------------+-----------+| starting | 0.000183 || checking permissions | 0.000057 || checking permissions | 0.000059 || init | 0.000060 || Opening tables | 0.000071 || System lock | 0.000062 || setup | 0.000080 || creating table | 0.005052 || After create | 0.000220 || copy to tmp table | 0.000244 || rename result table | 70.364027 || end | 0.000575 || Waiting for query cache lock | 0.000062 || end | 0.000075 || query end | 0.000057 || closing tables | 0.000061 || freeing items | 0.000080 || logging slow query | 0.000056 || logging slow query | 0.000098 || cleaning up | 0.000059 |+------------------------------+-----------+20 rows in set (0.00 sec)
如果沒有指定FOR QUERY,那麼輸出最近一條語句的資訊。
LIMIT部分的用法與SELECT中LIMIT子句一致,不贅述。
type是可選的,取值範圍可以如下:
- ALL 顯示所有效能資訊
- BLOCK IO 顯示塊IO操作的次數
- CONTEXT SWITCHES 顯示環境切換次數,不管是主動還是被動
- CPU 顯示使用者CPU時間、系統CPU時間
- IPC 顯示發送和接收的訊息數量
- MEMORY [暫未實現]
- PAGE FAULTS 顯示頁錯誤數量
- SOURCE 顯示源碼中的函數名稱與位置
- SWAPS 顯示SWAP的次數
例:
mysql> show profile cpu for query 2;
+------------------------------+-----------+----------+------------+| Status | Duration | CPU_user | CPU_system |+------------------------------+-----------+----------+------------+| starting | 0.000183 | 0.000000 | 0.000000 || checking permissions | 0.000057 | 0.000000 | 0.000000 || checking permissions | 0.000059 | 0.000000 | 0.000000 || init | 0.000060 | 0.000000 | 0.000000 || Opening tables | 0.000071 | 0.000000 | 0.000000 || System lock | 0.000062 | 0.000000 | 0.000000 || setup | 0.000080 | 0.000000 | 0.001000 || creating table | 0.005052 | 0.003000 | 0.001000 || After create | 0.000220 | 0.000000 | 0.000000 || copy to tmp table | 0.000244 | 0.000000 | 0.000000 || rename result table | 70.364027 | 7.470864 | 41.612674 || end | 0.000575 | 0.000000 | 0.001000 || Waiting for query cache lock | 0.000062 | 0.000000 | 0.000000 || end | 0.000075 | 0.000000 | 0.000000 || query end | 0.000057 | 0.000000 | 0.000000 || closing tables | 0.000061 | 0.000000 | 0.000000 || freeing items | 0.000080 | 0.000000 | 0.000000 || logging slow query | 0.000056 | 0.000000 | 0.000000 || logging slow query | 0.000098 | 0.000000 | 0.000000 || cleaning up | 0.000059 | 0.000000 | 0.000000 |+------------------------------+-----------+----------+------------+20 rows in set (0.00 sec)
ps:
SHOW PROFILE ALL FOR QUERY 2;的資訊還可以通過SELECT * FROM information_schema.profiling WHERE query_id = 2 ORDER BY seq;擷取。
作用範圍
這個命令只是在本會話內起作用,即無法分析本會話外的語句。
開啟分析功能後,所有本會話中的語句都被分析(甚至包括執行錯誤的語句),除了SHOW PROFILE和SHOW PROFILES兩句本身。
應用樣本:使用SHOW PROFILE分析查詢快取命中的效能優勢。
Query OK, 0 rows affected (0.00 sec)
mysql> select count(1) as cnt from tran_excution;
+-------+| cnt |+-------+| 14225 |+-------+1 row in set (0.00 sec)
由於已經啟用了查詢快取,相同查詢(非分區表)可以直接在查詢快取中命中。
mysql> select count(1) as cnt from tran_excution;
我們仔細看下兩個同樣的語句的分析。
mysql> show profile source for query 1;
+--------------------------------+----------+-----------------------+---------------+-------------+| Status | Duration | Source_function | Source_file | Source_line |+--------------------------------+----------+-----------------------+---------------+-------------+| starting | 0.000048 | NULL | NULL | NULL || Waiting for query cache lock | 0.000013 | try_lock | sql_cache.cc | 454 || checking query cache for query | 0.000040 | send_result_to_client | sql_cache.cc | 1561 || checking permissions | 0.000023 | check_access | sql_parse.cc | 4751 || Opening tables | 0.000040 | open_tables | sql_base.cc | 4831 || System lock | 0.000020 | mysql_lock_tables | lock.cc | 299 || Waiting for query cache lock | 0.000037 | try_lock | sql_cache.cc | 454 || init | 0.000020 | mysql_select | sql_select.cc | 2579 || optimizing | 0.000015 | optimize | sql_select.cc | 865 || statistics | 0.000017 | optimize | sql_select.cc | 1056 || preparing | 0.000016 | optimize | sql_select.cc | 1078 || executing | 0.000015 | exec | sql_select.cc | 1836 || Sending data | 0.003875 | exec | sql_select.cc | 2380 || end | 0.000018 | mysql_select | sql_select.cc | 2615 || query end | 0.000015 | mysql_execute_command | sql_parse.cc | 4440 || closing tables | 0.000016 | mysql_execute_command | sql_parse.cc | 4492 || freeing items | 0.000016 | mysql_parse | sql_parse.cc | 5640 || Waiting for query cache lock | 0.000012 | try_lock | sql_cache.cc | 454 || freeing items | 0.000032 | NULL | NULL | NULL || Waiting for query cache lock | 0.000017 | try_lock | sql_cache.cc | 454 || freeing items | 0.000016 | NULL | NULL | NULL || storing result in query cache | 0.000017 | end_of_result | sql_cache.cc | 1020 || logging slow query | 0.000018 | log_slow_statement | sql_parse.cc | 1461 || logging slow query | 0.000050 | log_slow_statement | sql_parse.cc | 1470 || cleaning up | 0.000018 | dispatch_command | sql_parse.cc | 1417 |+--------------------------------+----------+-----------------------+---------------+-------------+25 rows in set (0.00 sec)
mysql> show profile source for query 2;
+--------------------------------+----------+-----------------------+--------------+-------------+| Status | Duration | Source_function | Source_file | Source_line |+--------------------------------+----------+-----------------------+--------------+-------------+| starting | 0.000051 | NULL | NULL | NULL || Waiting for query cache lock | 0.000014 | try_lock | sql_cache.cc | 454 || checking query cache for query | 0.000016 | send_result_to_client | sql_cache.cc | 1561 || checking privileges on cached | 0.000013 | send_result_to_client | sql_cache.cc | 1652 || checking permissions | 0.000015 | check_access | sql_parse.cc | 4751 || sending cached result to clien | 0.000036 | send_result_to_client | sql_cache.cc | 1749 || logging slow query | 0.000017 | log_slow_statement | sql_parse.cc | 1461 || cleaning up | 0.000018 | dispatch_command | sql_parse.cc | 1417 |+--------------------------------+----------+-----------------------+--------------+-------------+8 rows in set (0.00 sec)
可以清晰地看到緩衝中命中時,大大節省了背景開銷。當然緩衝的使用也需要根據各種情境(表的資料規模,更新頻率等)考察使用,並不是啟用緩衝就一定能夠提高查詢效率。這裡僅僅作為SHOW PROFILE的一個應用樣本。