我的MySQL不强,所以请原谅任何新手的错误。简短版本:
选择locId,计数,destAgg_geo的avg是明显慢于SELECT * destAgg_geo
prtt.destAgg是以dst_ip (主键)为键的表
mysql> describe prtt.destAgg;
+---------+------------------+------+-----+---------+-------+
| Field | Type | Null | Key | Default | Extra |
+---------+------------------+------+-----+---------+-------+
| dst_ip | int(10) unsigned | NO | PRI | 0 | |
| total | float unsigned | YES | | NULL | |
| avg | float unsigned | YES | | NULL | |
| sqtotal | float unsigned | YES | | NULL | |
| sqavg | float unsigned | YES | | NULL | |
| count | int(10) unsigned | YES | | NULL | |
+---------+------------------+------+-----+---------+-------+
geoip.blocks是startIpNum和endIpNum (主键)上的一个表。
mysql> describe geoip.blocks;
+------------+------------------+------+-----+---------+-------+
| Field | Type | Null | Key | Default | Extra |
+------------+------------------+------+-----+---------+-------+
| startIpNum | int(10) unsigned | NO | MUL | NULL | |
| endIpNum | int(10) unsigned | NO | | NULL | |
| locId | int(10) unsigned | NO | | NULL | |
+------------+------------------+------+-----+---------+-------+
destAgg_geo是一个视图:
CREATE VIEW destAgg_geo AS SELECT * FROM destAgg JOIN geoip.blocks
ON destAgg.dst_ip BETWEEN geoip.blocks.startIpNum AND geoip.blocks.endIpNum;
以下是select的优化计划*
mysql> explain select * from destAgg_geo;
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| 1 | SIMPLE | blocks | ALL | start_end | NULL | NULL | NULL | 3486646 | |
| 1 | SIMPLE | destAgg | ALL | PRIMARY | NULL | NULL | NULL | 101893 | Range checked for each record (index map: 0x1) |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
下面是带有特定列的select优化计划:
mysql> explain select locId,count,avg from destAgg_geo;
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| 1 | SIMPLE | destAgg | ALL | PRIMARY | NULL | NULL | NULL | 101893 | |
| 1 | SIMPLE | blocks | ALL | start_end | NULL | NULL | NULL | 3486646 | Range checked for each record (index map: 0x1) |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
以下是来自destAgg的每一列的优化计划,以及来自geoip.blocks的locId列的优化计划:
mysql> explain select dst_ip,total,avg,sqtotal,sqavg,count,locId from destAgg_geo;
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| 1 | SIMPLE | blocks | ALL | start_end | NULL | NULL | NULL | 3486646 | |
| 1 | SIMPLE | destAgg | ALL | PRIMARY | NULL | NULL | NULL | 101893 | Range checked for each record (index map: 0x1) |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
删除除dst_ip和范围之外的任何列,检查翻转到块:
mysql> explain select dst_ip,avg,sqtotal,sqavg,count,locId from destAgg_geo;
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| 1 | SIMPLE | destAgg | ALL | PRIMARY | NULL | NULL | NULL | 101893 | |
| 1 | SIMPLE | blocks | ALL | start_end | NULL | NULL | NULL | 3486646 | Range checked for each record (index map: 0x1) |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
那就慢多了。这里发生了什么事?
(是的,我可以使用那里的*查询结果和过程,但我想知道发生了什么以及为什么)
编辑-对视图查询的解释:
mysql> explain SELECT * FROM destAgg JOIN geoip.blocks ON destAgg.dst_ip BETWEEN geoip.blocks.startIpNum AND geoip.blocks.endIpNum;
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
| 1 | SIMPLE | blocks | ALL | start_end | NULL | NULL | NULL | 3486646 | |
| 1 | SIMPLE | destAgg | ALL | PRIMARY | NULL | NULL | NULL | 101893 | Range checked for each record (index map: 0x1) |
+----+-------------+---------+------+---------------+------+---------+------+---------+------------------------------------------------+
发布于 2010-06-04 17:14:08
如果您在这两个查询上运行解释计划,MySQL可以告诉您。
第一个带有列的查询不包含任何键列,所以我猜它必须做一个表扫描。
带有"SELECT *“的第二个查询包含主键,因此它可以使用索引。
发布于 2010-06-04 17:25:38
range filter是最后应用的,因此问题是查询优化器选择在一种情况下首先加入较大的表,在另一种情况下首先加入较小的表。也许对优化器有更多了解的人可以告诉我们,为什么它要以不同的顺序加入每个表。
我认为这里的真正目标应该是尝试让JOIN使用一个索引,这样连接的顺序就不会那么重要了。
发布于 2010-06-04 17:17:13
我会尝试在locId上加一个压缩指数,计数,avg,看看这是否能提高速度。
https://stackoverflow.com/questions/2976278
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