EXPLAIN
摘要
EXPLAIN [ ( option [, ...] ) ] statement
where option can be one of:
FORMAT { TEXT | GRAPHVIZ | JSON }
TYPE { LOGICAL | DISTRIBUTED | VALIDATE | IO }
说明
显示语句的逻辑或分布式执行计划，或者对语句进行验证。使用 TYPE DISTRIBUTED 选项可以显示分片计划。每个计划片段由单个或多个 openLooKeng 节点执行。片段之间的间隔表示 openLooKeng 节点之间的数据交换。片段类型指定 openLooKeng 节点如何执行片段以及数据如何在片段之间分布：
SINGLE
片段在单个节点上执行。
HASH
片段在固定数量的节点上执行，输入数据通过哈希函数进行分布。
ROUND_ROBIN
片段在固定数量的节点上执行，输入数据以轮循方式进行分布。
BROADCAST
片段在固定数量的节点上执行，输入数据广播到所有节点。
SOURCE
片段在访问输入分段的节点上执行。
示例
逻辑计划：
lk:tiny> EXPLAIN SELECT regionkey, count(*) FROM nation GROUP BY 1;
Query Plan
----------------------------------------------------------------------------------------------------------
- Output[regionkey, _col1] => [regionkey:bigint, count:bigint]
_col1 := count
- RemoteExchange[GATHER] => regionkey:bigint, count:bigint
- Aggregate(FINAL)[regionkey] => [regionkey:bigint, count:bigint]
count := "count"("count_8")
- LocalExchange[HASH][$hashvalue] ("regionkey") => regionkey:bigint, count_8:bigint, $hashvalue:bigint
- RemoteExchange[REPARTITION][$hashvalue_9] => regionkey:bigint, count_8:bigint, $hashvalue_9:bigint
- Project[] => [regionkey:bigint, count_8:bigint, $hashvalue_10:bigint]
$hashvalue_10 := "combine_hash"(BIGINT '0', COALESCE("$operator$hash_code"("regionkey"), 0))
- Aggregate(PARTIAL)[regionkey] => [regionkey:bigint, count_8:bigint]
count_8 := "count"(*)
- TableScan[tpch:tpch:nation:sf0.1, originalConstraint = true] => [regionkey:bigint]
regionkey := tpch:regionkey
分布式计划：
lk:tiny> EXPLAIN (TYPE DISTRIBUTED) SELECT regionkey, count(*) FROM nation GROUP BY 1;
Query Plan
----------------------------------------------------------------------------------------------
Fragment 0 [SINGLE]
Output layout: [regionkey, count]
Output partitioning: SINGLE []
- Output[regionkey, _col1] => [regionkey:bigint, count:bigint]
_col1 := count
- RemoteSource[1] => [regionkey:bigint, count:bigint]
Fragment 1 [HASH]
Output layout: [regionkey, count]
Output partitioning: SINGLE []
- Aggregate(FINAL)[regionkey] => [regionkey:bigint, count:bigint]
count := "count"("count_8")
- LocalExchange[HASH][$hashvalue] ("regionkey") => regionkey:bigint, count_8:bigint, $hashvalue:bigint
- RemoteSource[2] => [regionkey:bigint, count_8:bigint, $hashvalue_9:bigint]
Fragment 2 [SOURCE]
Output layout: [regionkey, count_8, $hashvalue_10]
Output partitioning: HASH [regionkey][$hashvalue_10]
- Project[] => [regionkey:bigint, count_8:bigint, $hashvalue_10:bigint]
$hashvalue_10 := "combine_hash"(BIGINT '0', COALESCE("$operator$hash_code"("regionkey"), 0))
- Aggregate(PARTIAL)[regionkey] => [regionkey:bigint, count_8:bigint]
count_8 := "count"(*)
- TableScan[tpch:tpch:nation:sf0.1, originalConstraint = true] => [regionkey:bigint]
regionkey := tpch:regionkey
验证：
lk:tiny> EXPLAIN (TYPE VALIDATE) SELECT regionkey, count(*) FROM nation GROUP BY 1;
Valid
-------
true
IO：
lk:hive> EXPLAIN (TYPE IO, FORMAT JSON) INSERT INTO test_nation SELECT * FROM nation WHERE regionkey = 2;
Query Plan
-----------------------------------
{
"inputTableColumnInfos" : [ {
"table" : {
"catalog" : "hive",
"schemaTable" : {
"schema" : "tpch",
"table" : "nation"
}
},
"columns" : [ {
"columnName" : "regionkey",
"type" : "bigint",
"domain" : {
"nullsAllowed" : false,
"ranges" : [ {
"low" : {
"value" : "2",
"bound" : "EXACTLY"
},
"high" : {
"value" : "2",
"bound" : "EXACTLY"
}
} ]
}
} ]
} ],
"outputTable" : {
"catalog" : "hive",
"schemaTable" : {
"schema" : "tpch",
"table" : "test_nation"
}
}
}