Question

我有以下查询：

SELECT SQL_CALC_FOUND_ROWS *
FROM (
SELECT *
FROM 
(  
    SELECT M.id, M.project_id, M.reply_toaddress as reply_toemailaddress, M.phone_no, M.subject,M.message, M.timestamp_received, M.done, M.postpone,  "mail" AS type, M.firstname, M.prefix, M.surname
    FROM messages M
    LEFT JOIN link_projects_mailboxes LPMB 
        ON M.mailbox_id = LPMB.mailbox_id
    WHERE M.main_message_id =0  
         AND LPMB.projects_id = 13  AND ( 0 OR  (M.done = 0 AND M.postpone = 0 ))  AND M.status = 0  
    GROUP BY M.id 
) M
UNION 
(
    SELECT C.id, C.project_id, C.reply_toemailaddress, C.phone_no, C.subject,C.message, C.timestamp_received, done, postpone, "call" AS type , C.firstname, C.prefix, C.surname
    FROM calls C
    WHERE 1 
         AND projects_id = 13  AND ( 0 OR  (C.done = 0 AND C.postpone = 0 ))  AND C.status = 0  
) 
) x ORDER BY  `timestamp_received`  asc  LIMIT 30

问题是此查询在700.000行上运行，数据为19.2GB。查询运行大约3分钟。

如果我解释查询，我会收到以下结果：

你们有什么建议吗？

编辑：显示创建表：

CREATE TABLE `messages` (
  `id` int(10) NOT NULL AUTO_INCREMENT,
  `mailbox_id` int(11) NOT NULL,
  `submessage_of` int(11) NOT NULL,
  `main_message_id` int(11) NOT NULL,
  `project_id` int(11) NOT NULL COMMENT 'Takes project from afasmssql_sync DB',
  `categorie_id` int(11) NOT NULL,
  `call_id` int(11) NOT NULL,
  `to` text NOT NULL,
  `cc` text NOT NULL,
  `bcc` text NOT NULL,
  `message_id` varchar(255) NOT NULL,
  `bytes` int(11) NOT NULL,
  `from` varchar(255) NOT NULL,
  `sender` varchar(255) NOT NULL,
  `reply_toaddress` varchar(255) NOT NULL,
  `reply_toemailaddress` varchar(255) NOT NULL,
  `subject` varchar(255) NOT NULL,
  `order_id` int(10) NOT NULL DEFAULT '0',
  `order_location` varchar(255) NOT NULL,
  `firstname` varchar(200) NOT NULL,
  `prefix` varchar(50) NOT NULL,
  `surname` varchar(200) NOT NULL,
  `emailaddress` varchar(200) NOT NULL,
  `phone_no` varchar(255) NOT NULL,
  `zipcode` varchar(6) NOT NULL,
  `house_no` varchar(6) NOT NULL,
  `house_no_add` varchar(50) NOT NULL,
  `street` varchar(200) NOT NULL,
  `city` varchar(200) NOT NULL,
  `country` varchar(50) NOT NULL,
  `language` varchar(50) NOT NULL,
  `message` longtext NOT NULL,
  `message_plain` longtext NOT NULL,
  `message_stripped` longtext NOT NULL,
  `quality_status` tinyint(1) NOT NULL,
  `quality_by` int(11) NOT NULL,
  `quality_date` datetime NOT NULL,
  `done` tinyint(1) NOT NULL,
  `done_date` datetime NOT NULL,
  `done_by` int(11) NOT NULL,
  `postpone` tinyint(1) NOT NULL,
  `status` int(11) NOT NULL,
  `manually` tinyint(1) NOT NULL,
  `timestamp_received` datetime NOT NULL,
  `timestamp` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP,
  PRIMARY KEY (`id`),
  KEY `mailbox_id` (`mailbox_id`),
  KEY `submessage_of` (`submessage_of`),
  KEY `main_message_id` (`main_message_id`),
  KEY `subject` (`subject`),
  KEY `done` (`done`),
  KEY `postpone` (`postpone`),
  KEY `status` (`status`),
  KEY `project_id` (`project_id`),
  KEY `categorie_id` (`categorie_id`),
  KEY `call_id` (`call_id`),
  KEY `done_date` (`done_date`),
  KEY `timestamp_received` (`timestamp_received`),
  KEY `from` (`from`),
  KEY `reply_toemailaddress` (`reply_toemailaddress`),
  KEY `timestamp` (`timestamp`),
  FULLTEXT KEY `message` (`message`)
) ENGINE=MyISAM AUTO_INCREMENT=685579 DEFAULT CHARSET=utf8

CREATE TABLE `link_projects_mailboxes` (
  `id` int(11) NOT NULL AUTO_INCREMENT,
  `projects_id` int(11) NOT NULL,
  `mailbox_id` int(11) NOT NULL,
  `timestamp` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP,
  PRIMARY KEY (`id`),
  KEY `projects_id` (`projects_id`,`mailbox_id`)
) ENGINE=MyISAM AUTO_INCREMENT=156 DEFAULT CHARSET=latin1

CREATE TABLE `calls` (
  `id` int(10) NOT NULL AUTO_INCREMENT,
  `actionline_id` int(11) NOT NULL,
  `projects_id` int(11) NOT NULL,
  `project_id` int(11) NOT NULL COMMENT 'Takes project from afasmssql_sync DB',
  `categorie_id` int(11) NOT NULL,
  `call_direction` varchar(255) NOT NULL,
  `subject` varchar(255) NOT NULL,
  `order_id` int(10) NOT NULL DEFAULT '0',
  `order_location` varchar(255) NOT NULL,
  `firstname` varchar(200) NOT NULL,
  `prefix` varchar(50) NOT NULL,
  `surname` varchar(200) NOT NULL,
  `reply_toemailaddress` varchar(200) NOT NULL,
  `phone_no` varchar(255) NOT NULL,
  `zipcode` varchar(6) NOT NULL,
  `house_no` varchar(6) NOT NULL,
  `house_no_add` varchar(50) NOT NULL,
  `street` varchar(200) NOT NULL,
  `city` varchar(200) NOT NULL,
  `country` varchar(50) NOT NULL,
  `language` varchar(50) NOT NULL,
  `message` longtext NOT NULL,
  `done` tinyint(1) NOT NULL,
  `done_date` datetime NOT NULL,
  `done_by` int(11) NOT NULL,
  `postpone` tinyint(1) NOT NULL,
  `status` int(11) NOT NULL,
  `timestamp_received` datetime NOT NULL,
  `timestamp` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP,
  PRIMARY KEY (`id`),
  KEY `mailbox_id` (`actionline_id`),
  KEY `subject` (`subject`),
  KEY `done` (`done`),
  KEY `postpone` (`postpone`),
  KEY `status` (`status`),
  KEY `project_id` (`project_id`),
  KEY `projects_id` (`projects_id`),
  FULLTEXT KEY `message` (`message`)
) ENGINE=MyISAM AUTO_INCREMENT=8941 DEFAULT CHARSET=utf8

编辑：基于草莓的解答回答：

Answer 1

所以，为了让事情更具可读性，让我们从这个查询开始，然后对它运行EXPLAIN ......

SELECT SQL_CALC_FOUND_ROWS *
  FROM
     ( SELECT M.id
            , M.project_id
            , M.reply_toaddress as reply_toemailaddress
            , M.phone_no
            , M.subject
            , M.message
            , M.timestamp_received
            , M.done
            , M.postpone
            , "mail" type
            , M.firstname
            , M.prefix
            , M.surname
         FROM messages M
         JOIN link_projects_mailboxes LPMB 
           ON LPMB.mailbox_id = M.mailbox_id 
        WHERE M.main_message_id = 0  
          AND LPMB.projects_id = 13  
          AND M.done = 0 
          AND M.postpone = 0 
          AND M.status = 0  
        UNION 
       SELECT C.id
            , C.project_id
            , C.reply_toemailaddress
            , C.phone_no
            , C.subject
            , C.message
            , C.timestamp_received
            , C.done
            , C.postpone
            , "call" type 
            , C.firstname
            , C.prefix
            , C.surname
         FROM calls C
        WHERE C.projects_id = 13  
          AND C.done = 0 
          AND C.postpone = 0 
          AND C.status = 0  
     ) x 
 ORDER 
    BY timestamp_received ASC
 LIMIT 30;

解析同样的事：

+------+--------------+------------+------+------------------+-------------+---------+---------------------+-------+----------------+
| id   | select_type  | table      | type | possible_keys    | key         | key_len | ref                 | rows  | Extra          |
+------+--------------+------------+------+------------------+-------------+---------+---------------------+-------+----------------+
|    1 | PRIMARY      | <derived2> | ALL  | (NULL)           | (NULL)      | (NULL)  | (NULL)              |  218  | Using filesort |
+------+--------------+------------+------+------------------+-------------+---------+---------------------+-------+----------------+
|    2 | DERIVED      | LPMB       | ref  | projects_id      | projects_id | 4       |                     |    1  | Using index    |
+------+--------------+------------+------+------------------+-------------+---------+---------------------+-------+----------------+
|    2 | DERIVED      | M          | ref  | mailbox_id,      | mailbox_id  | 4       | ccc.LPMB.mailbox_id | 7,735 | Using where    |
|      |              |            |      | main_message_id, |             |         |                     |       |                |
|      |              |            |      | done,            |             |         |                     |       |                |
|      |              |            |      | postpone,        |             |         |                     |       |                |
|      |              |            |      | status           |             |         |                     |       |                |
+------+--------------+------------+------+------------------+-------------+---------+---------------------+-------+----------------+
|    3 | UNION        | C          | ref  | done,            | done        | 1       |                     |     4 | Using where    |
|      |              |            |      | postpone,        |             |         |                     |       |                |
|      |              |            |      | status,          |             |         |                     |       |                |
|      |              |            |      | projects_id      |             |         |                     |       |                |
+------+--------------+------------+------+------------------+-------------+---------+---------------------+-------+----------------+
|(NULL)| UNION RESULT | <union2,3> | ALL  | (NULL)           | (NULL)      | (NULL)  | (NULL)              | (NULL)|                |
+------+--------------+------------+------+------------------+-------------+---------+---------------------+-------+----------------+

Answer 2

由于两个内部SELECTs没有公共行，因此将UNION更改为UNION ALL。这将节省重复次数传递。运行它们中的每一个以查看哪一个更慢;然后我们可以专注于它。

这些“复合”索引可以帮助它快速运行：

M:  INDEX(mailbox_id, message_id, done, postpone, status) -- in any order
calls:  INDEX(projects_id, done, postpone, status) -- in any order

如果您不需要SQL_CALC_FOUND_ROWS，这会更快：

( SELECT ... FROM M ... ORDER BY ... LIMIT 30 )
UNION ALL
( SELECT ... FROM M ... ORDER BY ... LIMIT 30 )
ORDER BY ... LIMIT 30;   -- yes, repeated again

它需要合适的索引，可能是上面提到的索引，在 end 上添加了timestamp_received。实际上无用的JOIN LPMB应该被AND EXISTS ( SELECT ... FROM LPMB ... )

取代

如果您使用UNION进行分页，则LIMIT + OFFSET技巧会变得更复杂，但仍有可能。

相依：

摆脱各个旗帜的索引;他们通常没用。

您应该从MyISAM迁移到InnoDB。 FULLTEXT（略有不同）可在以后的版本中使用。

@dacrovinunghi - MySQL没有“位图”索引类型。

WHERE 1和0 OR来自动态构建WHERE子句，但没有花时间保持干净。我更喜欢将一个子句数组构建为AND'd，然后implode。或者，如果没有，请一起避免WHERE。

可以更好地从表中删除“完成”（etc）项目。这将消除WHERE的那部分并缩小表格，使其更加紧凑和高效。

这个查询可以更快吗？

2 个答案: