0227淺談MySQL之 Handler_read_*參數


轉自博客http://www.path8.net/tn/archives/5613

1.監控語法:

在MySQL里,使用SHOW STATUS查詢服務器狀態,語法一般來說如下:

SHOW [GLOBAL | SESSION] STATUS [LIKE 'pattern' | WHERE expr]

    執行命令后會看到很多內容,其中有一部分是Handler_read_*,它們顯示了數據庫處理SELECT查詢語句的狀態,對於調試SQL語句有很大意義。

mysql> show session status like 'Handler_read%';

+-----------------------+-------+

| Variable_name         | Value |

+-----------------------+-------+

| Handler_read_first    | 0     |

| Handler_read_key      | 1     |

| Handler_read_last     | 0     |

| Handler_read_next     | 1     |

| Handler_read_prev     | 0     |

| Handler_read_rnd      | 0     |

| Handler_read_rnd_next | 0     |

+-----------------------+-------+

7 rows in set (0.00 sec)

2.測試流程及用例

    每次執行SQL時按照如下過程執行:

FLUSH STATUS;

SELECT ...;

SHOW SESSION STATUS LIKE 'Handler_read%';

EXPLAIN SELECT ...;

    測試用例:

mysql> show create table artist\G;

*************************** 1. row ***************************

       Table: artist

Create Table: CREATE TABLE `artist` (

  `artist_id` int(10) unsigned NOT NULL,

  `type` enum('Band','Person','Unknown','Combination') NOT NULL,

  `name` varchar(255) NOT NULL,

  `name_reverse` varchar(255) DEFAULT NULL,

  `gender` enum('Male','Female') DEFAULT NULL,

  `founded` year(4) DEFAULT NULL,

  `country_id` smallint(5) unsigned DEFAULT NULL,

  PRIMARY KEY (`artist_id`),

  KEY `name` (`name`),

  KEY `idx_founded` (`founded`),

  KEY `type` (`type`),

  KEY `idx_name_reverse` (`name_reverse`)

) ENGINE=InnoDB DEFAULT CHARSET=latin1

1 row in set (0.00 sec)

3.參數測試

3.1 Handler_read_first

    Handler_read_first原意:The number of times the first entry in an index was read. If this value is high, it suggests that the server is doing a lot of full index scans; for example, SELECT col1 FROM foo, assuming that col1 is indexed.

    此選項表明SQL是在做一個全索引掃描,注意是全部,而不是部分,所以說如果存在WHERE語句,這個選項是不會變的。如果這個選項的數值很大,既是好事也是壞事。說它好是因為畢竟查詢是在索引里完成的,而不是數據文件里,說它壞是因為大數據量時,即使是索引文件,做一次完整的掃描也是很費時間的。

mysql> flush status;

Query OK, 0 rows affected (0.00 sec)

 

mysql> select name from artist;

......

577983 rows in set (1.50 sec)

mysql> show session status like 'Handler_read%';

ERROR 1317 (70100): Query execution was interrupted

mysql> show session status like 'Handler_read%';

+-----------------------+--------+

| Variable_name         | Value  |

+-----------------------+--------+

| Handler_read_first    | 1      |

| Handler_read_key      | 1      |

| Handler_read_last     | 0      |

| Handler_read_next     | 577983 |

| Handler_read_prev     | 0      |

| Handler_read_rnd      | 0      |

| Handler_read_rnd_next | 0      |

+-----------------------+--------+

7 rows in set (0.00 sec)

mysql> explain select name from artist\G;

*************************** 1. row ***************************

           id: 1

  select_type: SIMPLE

        table: artist

         type: index

possible_keys: NULL

          key: name

      key_len: 257

          ref: NULL

         rows: 585801

        Extra: Using index

1 row in set (0.00 sec)

    使用了只讀索引。

3.2 Handler_read_key

    Handler_read_key原意:The number of requests to read a row based on a key. If this value is high, it is a good indication that your tables are properly indexed for your queries.

    此選項數值如果很高,那么恭喜你,你的系統高效的使用了索引,一切運轉良好。

mysql> flush status;

Query OK, 0 rows affected (0.00 sec)

 

mysql> select * from artist where name='Enya';

+-----------+--------+------+--------------+--------+---------+------------+

| artist_id | type   | name | name_reverse | gender | founded | country_id |

+-----------+--------+------+--------------+--------+---------+------------+

|        88 | Person | Enya | aynE         | Female |    1961 |        103 |

+-----------+--------+------+--------------+--------+---------+------------+

1 row in set (0.00 sec)

 

mysql> show session status like 'Handler_read%';

+-----------------------+-------+

| Variable_name         | Value |

+-----------------------+-------+

| Handler_read_first    | 0     |

| Handler_read_key      | 1     |

| Handler_read_last     | 0     |

| Handler_read_next     | 1     |

| Handler_read_prev     | 0     |

| Handler_read_rnd      | 0     |

| Handler_read_rnd_next | 0     |

+-----------------------+-------+

7 rows in set (0.00 sec)

 

mysql> explain select * from artist where name='Enya'\G;

*************************** 1. row ***************************

           id: 1

  select_type: SIMPLE

        table: artist

         type: ref

possible_keys: name

          key: name

      key_len: 257

          ref: const

         rows: 1

        Extra: Using index condition

1 row in set (0.00 sec)

    使用了索引下推技術。

3.3 Handler_read_last

    Handler_read_last的原意:The number of requests to read the last key in an index. With ORDER BY, the server will issue a first-key request followed by several next-key requests, whereas with ORDER BY DESC, the server will issue a last-key request followed by several previous-key requests. This variable was added in MySQL 5.6.1.

3.4 Handler_read_next

    Handler_read_next的原意:The number of requests to read the next row in key order. This value is incremented if you are querying an index column with a range constraint or if you are doing an index scan.

    此選項表明在進行索引掃描時,按照索引從數據文件里取數據的次數。

mysql> flush status;

Query OK, 0 rows affected (0.00 sec)

mysql> select name from artist order by name;

......

577983 rows in set (1.55 sec)

mysql> show session status like 'Handler_read%';

+-----------------------+--------+

| Variable_name         | Value  |

+-----------------------+--------+

| Handler_read_first    | 1      |

| Handler_read_key      | 1      |

| Handler_read_last     | 0      |

| Handler_read_next     | 577983 |

| Handler_read_prev     | 0      |

| Handler_read_rnd      | 0      |

| Handler_read_rnd_next | 0      |

+-----------------------+--------+

7 rows in set (0.00 sec)

mysql> explain select name from artist order by name\G;

*************************** 1. row ***************************

           id: 1

  select_type: SIMPLE

        table: artist

         type: index

possible_keys: NULL

          key: name

      key_len: 257

          ref: NULL

         rows: 585801

        Extra: Using index

1 row in set (0.00 sec)

3.4 Handler_read_prev

    Handler_read_prev的原意:The number of requests to read the previous row in key order. This read method is mainly used to optimize ORDER BY ... DESC.

    此選項表明在進行索引掃描時,按照索引倒序從數據文件里取數據的次數,一般就是ORDER BY ... DESC。注意Handler_read_next是ORDER BY ... ASC的方式取數據。

mysql> flush status;

Query OK, 0 rows affected (0.00 sec)

mysql> select name from artist order by name desc;

......

577983 rows in set (1.55 sec)

 

mysql> show session status like 'Handler_read%';

+-----------------------+--------+

| Variable_name         | Value  |

+-----------------------+--------+

| Handler_read_first    | 0      |

| Handler_read_key      | 1      |

| Handler_read_last     | 1      |

| Handler_read_next     | 0      |

| Handler_read_prev     | 577983 |

| Handler_read_rnd      | 0      |

| Handler_read_rnd_next | 0      |

+-----------------------+--------+

7 rows in set (0.00 sec)

mysql> explain select name from artist order by name desc\G;

*************************** 1. row ***************************

           id: 1

  select_type: SIMPLE

        table: artist

         type: index

possible_keys: NULL

          key: name

      key_len: 257

          ref: NULL

         rows: 585801

        Extra: Using index

1 row in set (0.00 sec)

3.5 Handler_read_rnd

    Handler_read_rnd的原意:The number of requests to read a row based on a fixed position. This value is high if you are doing a lot of queries that require sorting of the result. You probably have a lot of queries that require MySQL to scan entire tables or you have joins that do not use keys properly.

    簡單的說,就是查詢直接操作了數據文件,很多時候表現為沒有使用索引或者文件排序。

mysql> flush status;

Query OK, 0 rows affected (0.00 sec)

 

mysql> flush status;

Query OK, 0 rows affected (0.00 sec)

 

mysql> select * from artist order by country_id asc;

 

577983 rows in set (1.54 sec)

 

mysql> show session status like 'Handler_read%';

ERROR 1317 (70100): Query execution was interrupted

mysql> show session status like 'Handler_read%';

+-----------------------+--------+

| Variable_name         | Value  |

+-----------------------+--------+

| Handler_read_first    | 1      |

| Handler_read_key      | 1      |

| Handler_read_last     | 0      |

| Handler_read_next     | 0      |

| Handler_read_prev     | 0      |

| Handler_read_rnd      | 0      |

| Handler_read_rnd_next | 577984 |

+-----------------------+--------+

7 rows in set (0.00 sec)

 

mysql> explain select country_id from artist order by country_id asc\G;

*************************** 1. row ***************************

           id: 1

  select_type: SIMPLE

        table: artist

         type: ALL

possible_keys: NULL

          key: NULL

      key_len: NULL

          ref: NULL

         rows: 585801

        Extra: Using filesort

1 row in set (0.00 sec)

3.6 Handler_read_rnd_next

    Handler_read_rnd_next表示“在數據文件中讀下一行的請求數。如果你正進行大量的表掃描,該值較高。通常說明你的表索引不正確或寫入的查詢沒有利用索引。”

    這個說明跟你的SQL語句有很大的關系,你可以通過explain工具或者是慢查詢日志找出對應的慢SQL,並對執行慢的SQL語句進行調試,直到找到最優的執行計划,這樣Handler_read_rnd_next的值就會往下降了。

    很多時候,為了完成一個查詢任務,我們往往可以寫出幾種查詢語句,這時,你不妨挨個按照上面的方式執行,根據結果中的Handler_read_*數值,你就能相對容易的判斷各種查詢方式的優劣。

    還有一種監控的方法就是profile

mysql> show variables like 'profil%';

+------------------------+-------+

| Variable_name          | Value |

+------------------------+-------+

| profiling              | OFF   |

| profiling_history_size | 15    |

+------------------------+-------+

2 rows in set (0.01 sec)

mysql> set profiling=on;

Query OK, 0 rows affected, 1 warning (0.00 sec)

mysql> show profiles;

+----------+------------+-------------------------------------------------------+

| Query_ID | Duration   | Query                                                 |

+----------+------------+-------------------------------------------------------+

|        1 | 2.94708450 | select country_id from artist order by country_id asc |

+----------+------------+-------------------------------------------------------+

1 row in set, 1 warning (0.00 sec)

mysql> show profile;

+----------------------+----------+

| Status               | Duration |

+----------------------+----------+

| starting             | 0.000201 |

| checking permissions | 0.000023 |

| Opening tables       | 0.000062 |

| init                 | 0.000069 |

| System lock          | 0.000035 |

| optimizing           | 0.000011 |

| statistics           | 0.000030 |

| preparing            | 0.000019 |

| Sorting result       | 0.000014 |

| executing            | 0.000010 |

| Sending data         | 0.000044 |

| Creating sort index  | 1.601273 |

| end                  | 0.000070 |

| query end            | 0.000026 |

| closing tables       | 0.000029 |

| freeing items        | 1.344915 |

| logging slow query   | 0.000207 |

| cleaning up          | 0.000048 |

+----------------------+----------+

18 rows in set, 1 warning (0.00 sec)


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