最近在调试一条查询耗时5s多的sql语句,这条sql语句用到了多表关联(inner join),按时间字段排序(order by),时间字段上已经建立了索引(索引名IDX_published_at)。经过explain分析发现,时间字段上的索引没用上(Using temporary和Using filesort),问题很明显,可是缘由是什么呢?mysql
SELECT * FROM news n0_ inner join news_translations n1_ ON n0_.id = n1_.translatable_id inner join channels_news c3_ ON n0_.id = c3_.news_id WHERE ((n0_.unpublished_at IS NOT NULL AND (CURRENT_TIMESTAMP >= n0_.published_at AND CURRENT_TIMESTAMP < n0_.unpublished_at)) OR (CURRENT_TIMESTAMP >= n0_.published_at AND n0_.unpublished_at IS NULL)) AND (n0_.status = 1 AND n0_.content_type_id = 1) AND n0_.id NOT IN (510466, 510433, 24, 11, 10, 9, 4) AND n0_.home_position_id IS NULL AND n1_.locale = 'zh_CN' AND c3_.channel_id = 1 ORDER BY n0_.published_at DESC LIMIT 5 ;
优化前sql语句sql
+-------+--------+-------------------------------+--------+-----------------------------------------------------------+
| table | type | key | rows | Extra |
+-------+--------+-------------------------------+--------+-----------------------------------------------------------+
| c3_ | ref | IDX_87B9249E72F5A1AA | 161590 | Using where; Using index; Using temporary; Using filesort |
| n0_ | eq_ref | PRIMARY | 1 | Using where |
| n1_ | ref | UNIQ_20FDB3302C2AC5D34180C698 | 1 | Using where |
+-------+--------+-------------------------------+--------+-----------------------------------------------------------+
explain分析结果 有所删减性能
通过一轮折腾的优化,获得了下面的sql语句优化
SELECT * FROM news n0_ STRAIGHT_JOIN news_translations n1_ ON n0_.id = n1_.translatable_id STRAIGHT_JOIN channels_news c3_ ON n0_.id = c3_.news_id WHERE ((n0_.unpublished_at IS NOT NULL AND (CURRENT_TIMESTAMP >= n0_.published_at AND CURRENT_TIMESTAMP < n0_.unpublished_at)) OR (CURRENT_TIMESTAMP >= n0_.published_at AND n0_.unpublished_at IS NULL)) AND (n0_.status = 1 AND n0_.content_type_id = 1) AND n0_.id NOT IN (510466, 510433, 24, 11, 10, 9, 4) AND n0_.home_position_id IS NULL AND n1_.locale = 'zh_CN' AND c3_.channel_id = 1 ORDER BY n0_.published_at DESC LIMIT 5 ;
优化后sql语句spa
+-------+--------+-------------------------------+--------+--------------------------+ | table | type | key | rows | Extra | +-------+--------+-------------------------------+--------+--------------------------+ | n0_ | range | IDX_published_at | 255440 | Using where | | n1_ | ref | UNIQ_20FDB3302C2AC5D34180C698 | 1 | Using where | | c3_ | eq_ref | PRIMARY | 1 | Using where; Using index | +-------+--------+-------------------------------+--------+--------------------------+
优化后explain分析结果 有所删减调试
优化先后的变化有四点:一、再也不Using temporary和Using filesort;二、表的查询顺寻变了;三、查询扫描的rows增长了;四、查询时间由5s降到了0.02s。code
优化先后出现的四点变化,性能显著提高,须要从mysql的关联的链接处理提及。blog
如下参考《高性能MySQL》排序
1)优化前的sql语句以channels_news为第一个关联表,找到161590条记录;2)优化后的sql语句以news表为第一关联表,找到255440条记录,比第一条sql语句查找多了9W多条。所以,优化前的sql语句的关联顺序是MySQL优化器的选择,可让查询进行更小的嵌套循环和回溯操做。MySQL经过选择合适的关联顺序来让查询执行的成本尽量低,从新定义关联的顺序是优化器很重要的一部分功能。不过有时候,优化器给出的并非最优的关联顺序。这时能够使用STRAIGHT_JOIN关键字重写查询,让优化器按照你认为的最优关联顺序执行。索引
从优化后的explain分析结果看出,news是驱动表,结果以news表的published_at字段进行排序,因此用上了索引,避免了Using temporary和Using filesort,天然而然的,查询时间也降下来了。正如前面说的,mysql的优化器经过粗暴的小表驱动大表来选择链接的顺序,第一条sql语句扫描了161590行,第二条sql语句扫描了255440行,优化后的sql语句扫描的行数增长了。
结案陈词:形成此次sql语句查询耗时5s的缘由是,sql语句order by的字段不在mysql的优化器选在驱动表上,因此致使此次关联查询排序字段上的索引没有被使用。所以,经过使用STRAIGHT_JOIN来强制制定关联查询的表顺序,以达到优化的目的。可是,有时候咱们人为地指定顺序不必定比mysql的优化引擎准确,因此在使用STRAIGHT_JOIN的时候三思然后行。
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