title | aliases | |
---|---|---|
Distinct 优化 |
|
本文档介绍可用于 DISTINCT
的优化,包括简单 DISTINCT
和聚合函数 DISTINCT
的优化。
通常简单的 DISTINCT
会被优化成 GROUP BY 来执行。例如:
mysql> explain select DISTINCT a from t;
+--------------------------+---------+-----------+---------------+-------------------------------------------------------+
| id | estRows | task | access object | operator info |
+--------------------------+---------+-----------+---------------+-------------------------------------------------------+
| HashAgg_6 | 2.40 | root | | group by:test.t.a, funcs:firstrow(test.t.a)->test.t.a |
| └─TableReader_11 | 3.00 | root | | data:TableFullScan_10 |
| └─TableFullScan_10 | 3.00 | cop[tikv] | table:t | keep order:false, stats:pseudo |
+--------------------------+---------+-----------+---------------+-------------------------------------------------------+
3 rows in set (0.00 sec)
通常来说,带有 DISTINCT
的聚合函数会单线程的在 TiDB 侧执行。使用系统变量 tidb_opt_distinct_agg_push_down
或者 TiDB 的配置项 distinct-agg-push-down 控制优化器是否执行带有 DISTINCT
的聚合函数(比如 select count(distinct a) from t
)下推到 Coprocessor 的优化操作。
在以下示例中,tidb_opt_distinct_agg_push_down
开启前,TiDB 需要从 TiKV 读取所有数据,并在 TiDB 侧执行 disctinct
。tidb_opt_distinct_agg_push_down
开启后,distinct a
被下推到了 Coprocessor,在 HashAgg_5
里新增了一个 group by
列 test.t.a
。
mysql> desc select count(distinct a) from test.t;
+-------------------------+----------+-----------+---------------+------------------------------------------+
| id | estRows | task | access object | operator info |
+-------------------------+----------+-----------+---------------+------------------------------------------+
| StreamAgg_6 | 1.00 | root | | funcs:count(distinct test.t.a)->Column#4 |
| └─TableReader_10 | 10000.00 | root | | data:TableFullScan_9 |
| └─TableFullScan_9 | 10000.00 | cop[tikv] | table:t | keep order:false, stats:pseudo |
+-------------------------+----------+-----------+---------------+------------------------------------------+
3 rows in set (0.01 sec)
mysql> set session tidb_opt_distinct_agg_push_down = 1;
Query OK, 0 rows affected (0.00 sec)
mysql> desc select count(distinct a) from test.t;
+---------------------------+----------+-----------+---------------+------------------------------------------+
| id | estRows | task | access object | operator info |
+---------------------------+----------+-----------+---------------+------------------------------------------+
| HashAgg_8 | 1.00 | root | | funcs:count(distinct test.t.a)->Column#3 |
| └─TableReader_9 | 1.00 | root | | data:HashAgg_5 |
| └─HashAgg_5 | 1.00 | cop[tikv] | | group by:test.t.a, |
| └─TableFullScan_7 | 10000.00 | cop[tikv] | table:t | keep order:false, stats:pseudo |
+---------------------------+----------+-----------+---------------+------------------------------------------+
4 rows in set (0.00 sec)