我想知道从MySQL数据库获取数据的哪种方法具有更好的性能特征。
在一个主查询中使用子查询:
SELECT (SELECT SUM(`number`) FROM `table`) as `number_sum`, (SELECT MAX(`number`) FROM `table`) as `number_max`, (SELECT MIN(`number`) FROM `table`) as `number_min`
或者,3个不同的SELECT语句检索相同的数据。
SELECT
提前致谢!
由于这三个聚合来自具有相同WHERE条件的同一张表,因此您无需进行子选择。所有这三个聚合都在相同的行分组上进行操作(未GROUP BY指定,因此整个表为一行),因此它们都可以SELECT直接存在于列表中。
WHERE
GROUP BY
SELECT SUM(number) AS number_sum, MAX(number) AS number_max, MIN(number) AS number_min FROM `table`
如果任何聚合需要基于不同的条件WHERE,那么您将在子句中进行过滤,那么您将需要为不同的条件使用子选择,或者进行笛卡尔联接。LEFT JOIN对于仅返回一行的聚合,此子选择和以下方法应等效,在性能方面:
LEFT JOIN
SELECT /* Unique filtering condition - must be done in a subselect */ (SELECT SUM(number) FROM `table` WHERE `somecolumn` = `somevalue`) AS number_sum, MAX(number) AS number_max, MIN(number) AS number_min FROM `table`
或等同于上面的查询,您可以LEFT JOIN针对 不带ON子句_的子查询。仅当您知道子查询将仅返回一行时,才应执行此操作。否则,您将得到笛卡尔乘积-连接一侧返回的行数 _乘以 另一侧返回的行数。
ON
这是方便,如果你需要用一组返回几列WHERE条款及有几列一组不同的WHERE条件,但只有 一个 从每个边行JOIN。在这种情况下,与使用相同子句JOIN进行 两个子 选择相比,它应该更快WHERE。
JOIN
这应该更快。
SELECT /* this one has two aggregates sharing a WHERE condition */ subq.number_sum_filtered, subq.number_max_filtered, /* ...and two aggregates on the main table with no WHERE clause filtering */ MAX(`table`.number) AS number_max, MIN(`table`.number) AS number_min FROM `table` LEFT JOIN ( SELECT SUM(number) AS number_sum_filtered, MAX(number) AS number_max_filtered FROM `table` WHERE `somecolumn = `somevalue` ) subq /* No ON clause here since there's no common column to join on... */
比这个…
SELECT /* Two different subselects each over the same filtered set */ (SELECT SUM(number) FROM `table` WHERE `somecolumn` = `somevalue`) AS number_sum_filtered, (SELECT MAX(number) FROM `table` WHERE `somecolumn` = `somevalue`) AS number_max_filtered, MAX(`table`.number) AS number_max, MIN(`table`.number) AS number_min FROM `table`