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fix: CometShuffleExchangeExec logical link should be correct #324

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merged 8 commits into from
Apr 30, 2024
Merged

fix: CometShuffleExchangeExec logical link should be correct #324

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96b9826
fix: CometShuffleExchangeExec logical link should be correct
viirya Apr 25, 2024
d67071e
Implement equals and hashCode for CometShuffleExchangeExec
viirya Apr 25, 2024
fbccbf5
Update plan stability
viirya Apr 25, 2024
f17f9e3
Restore plan stability
viirya Apr 25, 2024
f6e9dc3
Dedup test
viirya Apr 25, 2024
87f50dc
Remove unused import
viirya Apr 26, 2024
cf7b382
Fix test
viirya Apr 26, 2024
f5e3437
Use columnar shuffle
viirya Apr 27, 2024
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34 changes: 31 additions & 3 deletions spark/src/main/scala/org/apache/comet/CometSparkSessionExtensions.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -741,9 +741,37 @@ class CometSparkSessionExtensions
}

// Set up logical links
newPlan = newPlan.transform { case op: CometExec =>
op.originalPlan.logicalLink.foreach(op.setLogicalLink)
op
newPlan = newPlan.transform {
case op: CometExec =>
if (op.originalPlan.logicalLink.isEmpty) {
op.unsetTagValue(SparkPlan.LOGICAL_PLAN_TAG)
op.unsetTagValue(SparkPlan.LOGICAL_PLAN_INHERITED_TAG)
} else {
op.originalPlan.logicalLink.foreach(op.setLogicalLink)
}
op
case op: CometShuffleExchangeExec =>
// Original Spark shuffle exchange operator might have empty logical link.
// But the `setLogicalLink` call above on downstream operator of
// `CometShuffleExchangeExec` will set its logical link to the downstream
// operators which cause AQE behavior to be incorrect. So we need to unset
// the logical link here.
if (op.originalPlan.logicalLink.isEmpty) {
op.unsetTagValue(SparkPlan.LOGICAL_PLAN_TAG)
op.unsetTagValue(SparkPlan.LOGICAL_PLAN_INHERITED_TAG)
} else {
op.originalPlan.logicalLink.foreach(op.setLogicalLink)
}
op

case op: CometBroadcastExchangeExec =>
if (op.originalPlan.logicalLink.isEmpty) {
op.unsetTagValue(SparkPlan.LOGICAL_PLAN_TAG)
op.unsetTagValue(SparkPlan.LOGICAL_PLAN_INHERITED_TAG)
} else {
op.originalPlan.logicalLink.foreach(op.setLogicalLink)
}
op
}

// Convert native execution block by linking consecutive native operators.
Expand Down
18 changes: 18 additions & 0 deletions ...rc/main/scala/org/apache/spark/sql/comet/execution/shuffle/CometShuffleExchangeExec.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -50,6 +50,8 @@ import org.apache.spark.util.MutablePair
import org.apache.spark.util.collection.unsafe.sort.{PrefixComparators, RecordComparator}
import org.apache.spark.util.random.XORShiftRandom

import com.google.common.base.Objects

import org.apache.comet.serde.{OperatorOuterClass, PartitioningOuterClass, QueryPlanSerde}
import org.apache.comet.serde.OperatorOuterClass.Operator
import org.apache.comet.serde.QueryPlanSerde.serializeDataType
Expand All @@ -61,6 +63,7 @@ import org.apache.comet.shims.ShimCometShuffleExchangeExec
case class CometShuffleExchangeExec(
override val outputPartitioning: Partitioning,
child: SparkPlan,
originalPlan: ShuffleExchangeLike,
shuffleOrigin: ShuffleOrigin = ENSURE_REQUIREMENTS,
shuffleType: ShuffleType = CometNativeShuffle,
advisoryPartitionSize: Option[Long] = None)
Expand Down Expand Up @@ -192,6 +195,21 @@ case class CometShuffleExchangeExec(

override protected def withNewChildInternal(newChild: SparkPlan): CometShuffleExchangeExec =
copy(child = newChild)

override def equals(obj: Any): Boolean = {
obj match {
case other: CometShuffleExchangeExec =>
this.outputPartitioning == other.outputPartitioning &&
this.shuffleOrigin == other.shuffleOrigin && this.child == other.child &&
this.shuffleType == other.shuffleType &&
this.advisoryPartitionSize == other.advisoryPartitionSize
case _ =>
false
}
}
Comment on lines +199 to +209
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@viirya viirya Apr 25, 2024 •
edited
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Because CometShuffleExchangeExec adds originalPlan parameter which is not covered by canonicalization in Spark, we need to exclude it when compare two CometShuffleExchangeExec to make sure Spark reuse shuffle rule work.


override def hashCode(): Int =
Objects.hashCode(outputPartitioning, shuffleOrigin, shuffleType, advisoryPartitionSize, child)
}

object CometShuffleExchangeExec extends ShimCometShuffleExchangeExec {
Expand Down
1 change: 1 addition & 0 deletions spark/src/main/spark-3.x/org/apache/comet/shims/ShimCometShuffleExchangeExec.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -32,6 +32,7 @@ trait ShimCometShuffleExchangeExec {
CometShuffleExchangeExec(
s.outputPartitioning,
s.child,
s,
s.shuffleOrigin,
shuffleType,
advisoryPartitionSize)
Expand Down
14 changes: 7 additions & 7 deletions spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q16/explain.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -63,7 +63,7 @@ Arguments: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_wareho

(4) CometExchange
Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7]
Arguments: hashpartitioning(cs_order_number#5, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=1]
Arguments: hashpartitioning(cs_order_number#5, 5), Exchange hashpartitioning(cs_order_number#5, 5), ENSURE_REQUIREMENTS, [plan_id=1], ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2]

(5) CometSort
Input [7]: [cs_ship_date_sk#1, cs_ship_addr_sk#2, cs_call_center_sk#3, cs_warehouse_sk#4, cs_order_number#5, cs_ext_ship_cost#6, cs_net_profit#7]
Expand All @@ -84,7 +84,7 @@ Arguments: [cs_warehouse_sk#9, cs_order_number#10], [cs_warehouse_sk#9, cs_order

(9) CometExchange
Input [2]: [cs_warehouse_sk#9, cs_order_number#10]
Arguments: hashpartitioning(cs_order_number#10, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2]
Arguments: hashpartitioning(cs_order_number#10, 5), Exchange hashpartitioning(cs_order_number#10, 5), ENSURE_REQUIREMENTS, [plan_id=3], ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=4]

(10) CometSort
Input [2]: [cs_warehouse_sk#9, cs_order_number#10]
Expand Down Expand Up @@ -115,7 +115,7 @@ Arguments: [cr_order_number#12], [cr_order_number#12]

(16) CometExchange
Input [1]: [cr_order_number#12]
Arguments: hashpartitioning(cr_order_number#12, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=3]
Arguments: hashpartitioning(cr_order_number#12, 5), Exchange hashpartitioning(cr_order_number#12, 5), ENSURE_REQUIREMENTS, [plan_id=5], ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=6]

(17) CometSort
Input [1]: [cr_order_number#12]
Expand Down Expand Up @@ -150,7 +150,7 @@ Input [1]: [d_date_sk#14]

(24) BroadcastExchange
Input [1]: [d_date_sk#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=4]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=7]

(25) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_ship_date_sk#1]
Expand Down Expand Up @@ -182,7 +182,7 @@ Input [1]: [ca_address_sk#16]

(31) BroadcastExchange
Input [1]: [ca_address_sk#16]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=8]

(32) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_ship_addr_sk#2]
Expand Down Expand Up @@ -214,7 +214,7 @@ Input [1]: [cc_call_center_sk#18]

(38) BroadcastExchange
Input [1]: [cc_call_center_sk#18]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=6]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=9]

(39) BroadcastHashJoin [codegen id : 8]
Left keys [1]: [cs_call_center_sk#3]
Expand Down Expand Up @@ -249,7 +249,7 @@ Results [3]: [sum#22, sum#23, count#25]

(44) Exchange
Input [3]: [sum#22, sum#23, count#25]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=7]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=10]

(45) HashAggregate [codegen id : 9]
Input [3]: [sum#22, sum#23, count#25]
Expand Down
20 changes: 10 additions & 10 deletions spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q23b/explain.txt
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Expand Up @@ -302,7 +302,7 @@ Condition : isnotnull(c_customer_sk#33)

(45) CometExchange
Input [3]: [c_customer_sk#33, c_first_name#34, c_last_name#35]
Arguments: hashpartitioning(c_customer_sk#33, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=7]
Arguments: hashpartitioning(c_customer_sk#33, 5), Exchange hashpartitioning(c_customer_sk#33, 5), ENSURE_REQUIREMENTS, [plan_id=7], ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=8]

(46) CometSort
Input [3]: [c_customer_sk#33, c_first_name#34, c_last_name#35]
Expand Down Expand Up @@ -341,7 +341,7 @@ Join condition: None

(54) BroadcastExchange
Input [3]: [c_customer_sk#33, c_first_name#34, c_last_name#35]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=8]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=9]

(55) BroadcastHashJoin [codegen id : 16]
Left keys [1]: [cs_bill_customer_sk#1]
Expand Down Expand Up @@ -375,7 +375,7 @@ Results [4]: [c_last_name#35, c_first_name#34, sum#39, isEmpty#40]

(61) Exchange
Input [4]: [c_last_name#35, c_first_name#34, sum#39, isEmpty#40]
Arguments: hashpartitioning(c_last_name#35, c_first_name#34, 5), ENSURE_REQUIREMENTS, [plan_id=9]
Arguments: hashpartitioning(c_last_name#35, c_first_name#34, 5), ENSURE_REQUIREMENTS, [plan_id=10]

(62) HashAggregate [codegen id : 17]
Input [4]: [c_last_name#35, c_first_name#34, sum#39, isEmpty#40]
Expand Down Expand Up @@ -414,7 +414,7 @@ Input [5]: [ws_item_sk#43, ws_bill_customer_sk#44, ws_quantity#45, ws_list_price

(69) Exchange
Input [4]: [ws_bill_customer_sk#44, ws_quantity#45, ws_list_price#46, ws_sold_date_sk#47]
Arguments: hashpartitioning(ws_bill_customer_sk#44, 5), ENSURE_REQUIREMENTS, [plan_id=10]
Arguments: hashpartitioning(ws_bill_customer_sk#44, 5), ENSURE_REQUIREMENTS, [plan_id=11]

(70) Sort [codegen id : 23]
Input [4]: [ws_bill_customer_sk#44, ws_quantity#45, ws_list_price#46, ws_sold_date_sk#47]
Expand Down Expand Up @@ -483,7 +483,7 @@ Results [4]: [c_last_name#51, c_first_name#50, sum#55, isEmpty#56]

(84) Exchange
Input [4]: [c_last_name#51, c_first_name#50, sum#55, isEmpty#56]
Arguments: hashpartitioning(c_last_name#51, c_first_name#50, 5), ENSURE_REQUIREMENTS, [plan_id=11]
Arguments: hashpartitioning(c_last_name#51, c_first_name#50, 5), ENSURE_REQUIREMENTS, [plan_id=12]

(85) HashAggregate [codegen id : 34]
Input [4]: [c_last_name#51, c_first_name#50, sum#55, isEmpty#56]
Expand Down Expand Up @@ -528,7 +528,7 @@ Input [1]: [d_date_sk#36]

(92) BroadcastExchange
Input [1]: [d_date_sk#36]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=12]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=13]

Subquery:2 Hosting operator id = 4 Hosting Expression = ss_sold_date_sk#8 IN dynamicpruning#9
BroadcastExchange (97)
Expand Down Expand Up @@ -558,7 +558,7 @@ Input [2]: [d_date_sk#10, d_date#11]

(97) BroadcastExchange
Input [2]: [d_date_sk#10, d_date#11]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=13]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=14]

Subquery:3 Hosting operator id = 39 Hosting Expression = Subquery scalar-subquery#31, [id=#32]
* HashAggregate (112)
Expand Down Expand Up @@ -628,7 +628,7 @@ Results [3]: [c_customer_sk#67, sum#71, isEmpty#72]

(108) Exchange
Input [3]: [c_customer_sk#67, sum#71, isEmpty#72]
Arguments: hashpartitioning(c_customer_sk#67, 5), ENSURE_REQUIREMENTS, [plan_id=14]
Arguments: hashpartitioning(c_customer_sk#67, 5), ENSURE_REQUIREMENTS, [plan_id=15]

(109) HashAggregate [codegen id : 4]
Input [3]: [c_customer_sk#67, sum#71, isEmpty#72]
Expand All @@ -646,7 +646,7 @@ Results [1]: [max#76]

(111) Exchange
Input [1]: [max#76]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=15]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=16]

(112) HashAggregate [codegen id : 5]
Input [1]: [max#76]
Expand Down Expand Up @@ -683,7 +683,7 @@ Input [1]: [d_date_sk#68]

(117) BroadcastExchange
Input [1]: [d_date_sk#68]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=16]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=17]

Subquery:5 Hosting operator id = 50 Hosting Expression = ReusedSubquery Subquery scalar-subquery#31, [id=#32]

Expand Down
22 changes: 11 additions & 11 deletions spark/src/test/resources/tpcds-plan-stability/approved-plans-v1_4/q24a/explain.txt
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Original file line number Diff line number Diff line change
Expand Up @@ -63,7 +63,7 @@ Arguments: [ss_item_sk#1, ss_customer_sk#2, ss_store_sk#3, ss_ticket_number#4, s

(4) CometExchange
Input [5]: [ss_item_sk#1, ss_customer_sk#2, ss_store_sk#3, ss_ticket_number#4, ss_net_paid#5]
Arguments: hashpartitioning(ss_ticket_number#4, ss_item_sk#1, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=1]
Arguments: hashpartitioning(ss_ticket_number#4, ss_item_sk#1, 5), Exchange hashpartitioning(ss_ticket_number#4, ss_item_sk#1, 5), ENSURE_REQUIREMENTS, [plan_id=1], ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2]

(5) CometSort
Input [5]: [ss_item_sk#1, ss_customer_sk#2, ss_store_sk#3, ss_ticket_number#4, ss_net_paid#5]
Expand All @@ -86,7 +86,7 @@ Arguments: [sr_item_sk#7, sr_ticket_number#8], [sr_item_sk#7, sr_ticket_number#8

(9) CometExchange
Input [2]: [sr_item_sk#7, sr_ticket_number#8]
Arguments: hashpartitioning(sr_ticket_number#8, sr_item_sk#7, 5), ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=2]
Arguments: hashpartitioning(sr_ticket_number#8, sr_item_sk#7, 5), Exchange hashpartitioning(sr_ticket_number#8, sr_item_sk#7, 5), ENSURE_REQUIREMENTS, [plan_id=3], ENSURE_REQUIREMENTS, CometNativeShuffle, [plan_id=4]

(10) CometSort
Input [2]: [sr_item_sk#7, sr_ticket_number#8]
Expand Down Expand Up @@ -124,7 +124,7 @@ Input [4]: [s_store_sk#10, s_store_name#11, s_state#13, s_zip#14]

(18) BroadcastExchange
Input [4]: [s_store_sk#10, s_store_name#11, s_state#13, s_zip#14]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=3]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, true] as bigint)),false), [plan_id=5]

(19) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_store_sk#3]
Expand Down Expand Up @@ -152,7 +152,7 @@ Input [6]: [i_item_sk#15, i_current_price#16, i_size#17, i_color#18, i_units#19,

(24) BroadcastExchange
Input [6]: [i_item_sk#15, i_current_price#16, i_size#17, i_color#18, i_units#19, i_manager_id#20]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=4]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=6]

(25) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_item_sk#1]
Expand Down Expand Up @@ -180,7 +180,7 @@ Input [4]: [c_customer_sk#21, c_first_name#22, c_last_name#23, c_birth_country#2

(30) BroadcastExchange
Input [4]: [c_customer_sk#21, c_first_name#22, c_last_name#23, c_birth_country#24]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=5]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=7]

(31) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_customer_sk#2]
Expand Down Expand Up @@ -208,7 +208,7 @@ Input [3]: [ca_state#25, ca_zip#26, ca_country#27]

(36) BroadcastExchange
Input [3]: [ca_state#25, ca_zip#26, ca_country#27]
Arguments: HashedRelationBroadcastMode(List(upper(input[2, string, false]), input[1, string, false]),false), [plan_id=6]
Arguments: HashedRelationBroadcastMode(List(upper(input[2, string, false]), input[1, string, false]),false), [plan_id=8]

(37) BroadcastHashJoin [codegen id : 5]
Left keys [2]: [c_birth_country#24, s_zip#14]
Expand All @@ -229,7 +229,7 @@ Results [11]: [c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_

(40) Exchange
Input [11]: [c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_state#13, i_color#18, i_current_price#16, i_manager_id#20, i_units#19, i_size#17, sum#29]
Arguments: hashpartitioning(c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_state#13, i_color#18, i_current_price#16, i_manager_id#20, i_units#19, i_size#17, 5), ENSURE_REQUIREMENTS, [plan_id=7]
Arguments: hashpartitioning(c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_state#13, i_color#18, i_current_price#16, i_manager_id#20, i_units#19, i_size#17, 5), ENSURE_REQUIREMENTS, [plan_id=9]

(41) HashAggregate [codegen id : 6]
Input [11]: [c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_state#13, i_color#18, i_current_price#16, i_manager_id#20, i_units#19, i_size#17, sum#29]
Expand All @@ -247,7 +247,7 @@ Results [5]: [c_last_name#23, c_first_name#22, s_store_name#11, sum#34, isEmpty#

(43) Exchange
Input [5]: [c_last_name#23, c_first_name#22, s_store_name#11, sum#34, isEmpty#35]
Arguments: hashpartitioning(c_last_name#23, c_first_name#22, s_store_name#11, 5), ENSURE_REQUIREMENTS, [plan_id=8]
Arguments: hashpartitioning(c_last_name#23, c_first_name#22, s_store_name#11, 5), ENSURE_REQUIREMENTS, [plan_id=10]

(44) HashAggregate [codegen id : 7]
Input [5]: [c_last_name#23, c_first_name#22, s_store_name#11, sum#34, isEmpty#35]
Expand Down Expand Up @@ -348,7 +348,7 @@ Input [6]: [i_item_sk#15, i_current_price#16, i_size#17, i_color#18, i_units#19,

(59) BroadcastExchange
Input [6]: [i_item_sk#15, i_current_price#16, i_size#17, i_color#18, i_units#19, i_manager_id#20]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=9]
Arguments: HashedRelationBroadcastMode(List(cast(input[0, int, false] as bigint)),false), [plan_id=11]

(60) BroadcastHashJoin [codegen id : 5]
Left keys [1]: [ss_item_sk#1]
Expand Down Expand Up @@ -395,7 +395,7 @@ Results [11]: [c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_

(69) Exchange
Input [11]: [c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_state#13, i_color#18, i_current_price#16, i_manager_id#20, i_units#19, i_size#17, sum#41]
Arguments: hashpartitioning(c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_state#13, i_color#18, i_current_price#16, i_manager_id#20, i_units#19, i_size#17, 5), ENSURE_REQUIREMENTS, [plan_id=10]
Arguments: hashpartitioning(c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_state#13, i_color#18, i_current_price#16, i_manager_id#20, i_units#19, i_size#17, 5), ENSURE_REQUIREMENTS, [plan_id=12]

(70) HashAggregate [codegen id : 6]
Input [11]: [c_last_name#23, c_first_name#22, s_store_name#11, ca_state#25, s_state#13, i_color#18, i_current_price#16, i_manager_id#20, i_units#19, i_size#17, sum#41]
Expand All @@ -413,7 +413,7 @@ Results [2]: [sum#44, count#45]

(72) Exchange
Input [2]: [sum#44, count#45]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=11]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=13]

(73) HashAggregate [codegen id : 7]
Input [2]: [sum#44, count#45]
Expand Down
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