8.21. EXPLAIN

Synopsis

EXPLAIN [ ( option [, ...] ) ] statement
 
where option can be one of:
 
    FORMAT { TEXT | GRAPHVIZ | JSON }
    TYPE { LOGICAL | DISTRIBUTED | VALIDATE | IO }

Description

Show the logical or distributed execution plan of a statement, or validate the statement.Use TYPE DISTRIBUTED option to display fragmented plan. Each plan fragment is executed bya single or multiple Presto nodes. Fragments separation represent the data exchange between Presto nodes.Fragment type specifies how the fragment is executed by Presto nodes and how the data isdistributed between fragments:

• SINGLE
• Fragment is executed on a single node.
• HASH
• Fragment is executed on a fixed number of nodes with the input datadistributed using a hash function.
• ROUND_ROBIN
• Fragment is executed on a fixed number of nodes with the input datadistributed in a round-robin fashion.
• BROADCAST
• Fragment is executed on a fixed number of nodes with the input databroadcasted to all nodes.
• SOURCE
• Fragment is executed on nodes where input splits are accessed.

Examples

Logical plan:

presto: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

Distributed plan:

presto: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

Validate:

presto:tiny> EXPLAIN (TYPE VALIDATE) SELECT regionkey, count(*) FROM nation GROUP BY 1;
 Valid
-------
 true

IO:

presto: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"
     }
   }
 }

See Also

EXPLAIN ANALYZE