該語句用于解釋SQL語句的執行計劃,包括SELECT、DELETE、INSERT、REPLACE或UPDATE語句。

語法

獲取SQL計劃信息:

EXPLAIN
{LOGICALVIEW | LOGIC | SIMPLE | DETAIL | EXECUTE | PHYSICAL | OPTIMIZER | SHARDING
 | COST | ANALYZE | BASELINE | JSON_PLAN | ADVISOR} 
 {SELECT statement | DELETE statement | INSERT statement | REPLACE statement| UPDATE statement}

示例

  • EXPLAIN語句:展示基本的SQL執行計劃,該執行計劃是算子組成,主要體現SQL在CN上的整個執行過程。
    EXPLAIN select count(*) from lineitem group by L_ORDERKEY;
    +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | LOGICAL EXECUTIONPLAN                                                                                                                                                              |
    +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | Project(count(*)="count(*)")                                                                                                                                                       |
    |   HashAgg(group="L_ORDERKEY", count(*)="SUM(count(*))")                                                                                                                            |
    |     Gather(concurrent=true)                                                                                                                                                        |
    |       LogicalView(tables="[000000-000003].lineitem_[00-15]", shardCount=16, sql="SELECT `L_ORDERKEY`, COUNT(*) AS `count(*)` FROM `lineitem` AS `lineitem` GROUP BY `L_ORDERKEY`") |
    | HitCache:false                                                                                                                                                                     |                                                                                                                                                               |
    | TemplateId: 5819c807                                                                                                                                                               |
    +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    其中,HitCache標記該查詢是否命中PlanCache,取值為falseortrueTemplateId表示對該計劃的標識,具有全局唯一性。
  • EXPLAIN LOGICALVIEW語句:展示LogicalView所表示的下推SQL在DN上的執行計劃。
    EXPLAIN LOGICALVIEW select count(*) from lineitem group by L_ORDERKEY;
    +----------------------------------------------------------+
    | LOGICAL EXECUTIONPLAN                                    |
    +----------------------------------------------------------+
    | Project(count(*)="count(*)")                             |
    |   HashAgg(group="L_ORDERKEY", count(*)="SUM(count(*))")  |
    |     Gather(concurrent=true)                              |
    |       LogicalView                                        |
    |         MysqlAgg(group="L_ORDERKEY", count(*)="COUNT()") |
    |           MysqlTableScan(name=[ads, lineitem])           |
    | HitCache:true                                            |
    | Source:PLAN_CACHE                                        |
    | TemplateId: 5819c807
  • EXPLAIN EXECUTE語句:表示下推SQL在MySQL的執行情況,這個語句和MySQL的explain語句同義。通過該語句可以查看下推SQL在DN上有沒有使用索引,有沒有做全表掃描。
    EXPLAIN EXECUTE select  count(*) from lineitem group by L_ORDERKEY;
    +----+-------------+----------+------------+-------+---------------+---------+---------+-----+------+----------+----------------------------------------------+
    | id | select_type | table    | partitions | type  | possible_keys | key     | key_len | ref | rows | filtered | Extra                                        |
    +----+-------------+----------+------------+-------+---------------+---------+---------+-----+------+----------+----------------------------------------------+
    | 1  | SIMPLE      | lineitem | NULL       | index | PRIMARY       | PRIMARY | 8       | NULL | 1    | 100      | Using index; Using temporary; Using filesort |
    +----+-------------+----------+------------+-------+---------------+---------+---------+-----+------+----------+----------------------------------------------+
    1 row in set (0.24 sec)
  • EXPLAIN SHARDING語句:展示當前查詢在DN上掃描的物理分片情況。
    EXPLAIN SHARDING  select  count(*) from lineitem group by L_ORDERKEY;
    +---------------+----------------------------------+-------------+-----------+-----------+
    | LOGICAL_TABLE | SHARDING                         | SHARD_COUNT | BROADCAST | CONDITION |
    +---------------+----------------------------------+-------------+-----------+-----------+
    | lineitem      | [000000-000003].lineitem_[00-15] | 16          | false     |           |
    +---------------+----------------------------------+-------------+-----------+-----------+
    1 row in set (0.04 sec)
  • EXPLAIN COST語句:相對于EXPLAIN語句,除了展示執行計劃以外,還會顯示各個算子基于統計信息估算的代價,以及這條查詢被優化器識別的WORKLOAD。
    EXPLAIN COST select  count(*) from lineitem group by L_ORDERKEY;
    +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | LOGICAL EXECUTIONPLAN                                                                                                                                                                                                                                                                                            |
    +------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | Project(count(*)="count(*)"): rowcount = 2508.0, cumulative cost = value = 2.4867663E7, cpu = 112574.0, memory = 88984.0, io = 201.0, net = 4.75, id = 182                                                                                                                                                       |
    |   HashAgg(group="L_ORDERKEY", count(*)="SUM(count(*))"): rowcount = 2508.0, cumulative cost = value = 2.4867662E7, cpu = 112573.0, memory = 88984.0, io = 201.0, net = 4.75, id = 180                                                                                                                            |
    |     Gather(concurrent=true): rowcount = 2508.0, cumulative cost = value = 2.4860069E7, cpu = 105039.0, memory = 29796.0, io = 201.0, net = 4.75, id = 178                                                                                                                                                        |
    |       LogicalView(tables="[000000-000003].lineitem_[00-15]", shardCount=16, sql="SELECT `L_ORDERKEY`, COUNT(*) AS `count(*)` FROM `lineitem` AS `lineitem` GROUP BY `L_ORDERKEY`"): rowcount = 2508.0, cumulative cost = value = 2.4860068E7, cpu = 105038.0, memory = 29796.0, io = 201.0, net = 4.75, id = 109 |
    | HitCache:true                                                                                                                                                                                                                                                                                                    |
    | Source:PLAN_CACHE                                                                                                                                                                                                                                                                                                |
    | WorkloadType: TP                                                                                                                                                                                                                                                                                                 |
    | TemplateId: 5819c807
  • EXPLAIN ANALYZE語句:相對于explain cost語句,除了顯示各個算子基于統計信息估算的代價以外,該語句可以收集真實運行過程中算子輸出的rowCount等信息。
    EXPLAIN ANALYZE  select  count(*) from lineitem group by L_ORDERKEY;
    +----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | LOGICAL EXECUTIONPLAN                                                                                                                                                                                                                                                                                                                                                                                    |
    +----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | Project(count(*)="count(*)"): rowcount = 2508.0, cumulative cost = value = 2.4867663E7, cpu = 112574.0, memory = 88984.0, io = 201.0, net = 4.75, actual time = 0.001 + 0.000, actual rowcount = 2506, actual memory = 0, instances = 1, id = 182                                                                                                                                                        |
    |   HashAgg(group="L_ORDERKEY", count(*)="SUM(count(*))"): rowcount = 2508.0, cumulative cost = value = 2.4867662E7, cpu = 112573.0, memory = 88984.0, io = 201.0, net = 4.75, actual time = 0.000 + 0.000, actual rowcount = 2506, actual memory = 0, instances = 1, id = 180                                                                                                                             |
    |     Gather(concurrent=true): rowcount = 2508.0, cumulative cost = value = 2.4860069E7, cpu = 105039.0, memory = 29796.0, io = 201.0, net = 4.75, actual time = 0.000 + 0.000, actual rowcount = 0, actual memory = 0, instances = 0, id = 178                                                                                                                                                            |
    |       LogicalView(tables="[000000-000003].lineitem_[00-15]", shardCount=16, sql="SELECT `L_ORDERKEY`, COUNT(*) AS `count(*)` FROM `lineitem` AS `lineitem` GROUP BY `L_ORDERKEY`"): rowcount = 2508.0, cumulative cost = value = 2.4860068E7, cpu = 105038.0, memory = 29796.0, io = 201.0, net = 4.75, actual time = 0.030 + 0.025, actual rowcount = 10000, actual memory = 0, instances = 0, id = 109 |
    | HitCache:true                                                                                                                                                                                                                                                                                                                                                                                            |
    | Source:PLAN_CACHE                                                                                                                                                                                                                                                                                                                                                                                        |
    | TemplateId: 5819c807                                                                                                                                                                                                                                                                                                                                                                                     |
    +----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    7 rows in set (1.08 sec)
  • EXPLAIN PHYSICAL語句:展示查詢在運行過程中執行模式、各個執行片段(Fragment)的依賴關系和并行度。該查詢被識別為單機單線程計劃模式(TP_LOCAL),執行計劃被分為三個片段Fragment-0、Fragment-1和Fragment-2,先做預聚合再做最終的聚合計算,每個片段的執行度可以不同。
    EXPLAIN PHYSICAL select  count(*) from lineitem group by L_ORDERKEY;
    +--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | PLAN                                                                                                                                                                           |
    +--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | ExecutorMode: TP_LOCAL                                                                                                                                                         |
    | Fragment 0 dependency: [] parallelism: 4                                                                                                                                       |
    | Gather(concurrent=true)                                                                                                                                                        |
    |   LogicalView(tables="[000000-000003].lineitem_[00-15]", shardCount=16, sql="SELECT `L_ORDERKEY`, COUNT(*) AS `count(*)` FROM `lineitem` AS `lineitem` GROUP BY `L_ORDERKEY`") |
    | Fragment 1 dependency: [] parallelism: 8                                                                                                                                       |
    | LocalBuffer                                                                                                                                                                    |
    |   RemoteSource(sourceFragmentIds=[0], type=RecordType(INTEGER L_ORDERKEY, BIGINT count(*)))                                                                                    |
    | Fragment 2 dependency: [0, 1] parallelism: 8                                                                                                                                   |
    | Project(count(*)="count(*)")                                                                                                                                                   |
    |   HashAgg(group="L_ORDERKEY", count(*)="SUM(count(*))")                                                                                                                        |
    |     RemoteSource(sourceFragmentIds=[1], type=RecordType(INTEGER L_ORDERKEY, BIGINT count(*)))                                                                                  |
    +--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    11 rows in set (0.10 sec)
  • EXPLAIN ADVISOR語句:基于統計信息,分析當前查詢的執行計劃,給用戶推薦可以加速查詢的全局二級索引。
    EXPLAIN ADVISOR select  count(*) from lineitem group by L_ORDERKEY \G;
    *************************** 1. row ***************************
    IMPROVE_VALUE: 4.4%
      IMPROVE_CPU: 340.8%
      IMPROVE_MEM: 0.0%
       IMPROVE_IO: 1910.0%
      IMPROVE_NET: 0.0%
     BEFORE_VALUE: 2.48676627E7
       BEFORE_CPU: 112573.7
       BEFORE_MEM: 88983.8
        BEFORE_IO: 201
       BEFORE_NET: 4.7
      AFTER_VALUE: 2.38256249E7
        AFTER_CPU: 25536
        AFTER_MEM: 88983.8
         AFTER_IO: 10
        AFTER_NET: 4.7
     ADVISE_INDEX: ALTER TABLE `ads`.`lineitem` ADD GLOBAL INDEX `__advise_index_gsi_lineitem_L_ORDERKEY`(`L_ORDERKEY`) DBPARTITION BY HASH(`L_ORDERKEY`) TBPARTITION BY HASH(`L_ORDERKEY`) TBPARTITIONS 4;
         NEW_PLAN:
    Project(count(*)="count(*)")
      HashAgg(group="L_ORDERKEY", count(*)="SUM(count(*))")
        Gather(concurrent=true)
          IndexScan(tables="[000000-000003].lineitem__what_if_gsi_L_ORDERKEY_[00-15]", shardCount=16, sql="SELECT `L_ORDERKEY`, COUNT(*) AS `count(*)` FROM `lineitem__what_if_gsi_L_ORDERKEY` AS `lineitem__what_if_gsi_L_ORDERKEY` GROUP BY `L_ORDERKEY`")
    
             INFO: GLOBAL_INDEX
    1 row in set (0.13 sec)