digraph G {
subgraph cluster0 {
isCluster="true";
id="cluster0";
label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n1.3 s (27 ms, 36 ms, 124 ms (stage 50252.0: task 135182))";
tooltip="WholeStageCodegen (3)";
1 [id="node1" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#643168, product#645046, plant#645041, orderDateTime#645047, deliveryDateTime#645042, availabilityDateTime#645048, qty#643818 AS orderQuantityInBaseUnit#646345, orderProposalId#645037L]"];
2 [id="node2" labelType="html" label="<b>BroadcastHashJoin</b><br><br>number of output rows: 980" tooltip="BroadcastHashJoin [worklistShardItemId#643816L], [worklistShardItemId#645060L], LeftOuter, BuildRight, (shardId#643168 = 0_1_10000002106), false"];
3 [id="node3" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [shardId#643168, item#643815.worklistShardItemId AS worklistShardItemId#643816L, item#643815.qty AS qty#643818]"];
4 [id="node4" labelType="html" label="<b>Generate</b><br><br>number of output rows: 980" tooltip="Generate explode(items#643170), [shardId#643168], false, [item#643815]"];
5 [id="node5" labelType="html" label="<b>Filter</b><br><br>number of output rows: 59" tooltip="Filter (((isnotnull(shardId#643168) AND (shardId#643168 = 0_1_10000002106)) AND (size(items#643170, true) > 0)) AND isnotnull(items#643170))"];
}
6 [id="node6" labelType="html" label="<b>InMemoryTableScan</b><br><br>number of output rows: 59" tooltip="InMemoryTableScan [shardId#643168, items#643170], [isnotnull(shardId#643168), (shardId#643168 = 0_1_10000002106), (size(items#643170, true) > 0), isnotnull(items#643170)]"];
subgraph cluster7 {
isCluster="true";
id="cluster7";
label="WholeStageCodegen (1)\n \nduration: 0 ms";
tooltip="WholeStageCodegen (1)";
8 [id="node8" labelType="html" label="<b>Filter</b><br><br>number of output rows: 0" tooltip="Filter (isnotnull(shardId#643168) AND (shardId#643168 = 0_1_10000002106))"];
}
9 [id="node9" labelType="html" label="<b>InMemoryTableScan</b><br><br>number of output rows: 0" tooltip="InMemoryTableScan [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, optimizationInsights#643174], [isnotnull(shardId#643168), (shardId#643168 = 0_1_10000002106)]"];
subgraph cluster10 {
isCluster="true";
id="cluster10";
label="WholeStageCodegen (1)\n \nduration: 0 ms";
tooltip="WholeStageCodegen (1)";
11 [id="node11" labelType="html" label="<b>Filter</b><br><br>number of output rows: 0" tooltip="Filter (isnotnull(shardId#643168) AND (shardId#643168 = 0_1_10000002106))"];
12 [id="node12" labelType="html" label="<b>Scan ExistingRDD</b><br><br>number of output rows: 0" tooltip="Scan ExistingRDD[shardId#643168,orderProposalId#643169L,items#643170,optimizationGroups#643171,isOptimal#643172,lastModified#643173,optimizationInsights#643174]"];
}
13 [id="node13" labelType="html" label="<b>BroadcastExchange</b><br><br>time to broadcast: 0 ms<br>time to build: 1 ms<br>time to collect: 538 ms<br>number of output rows: 980<br>data size: 1056.0 KiB" tooltip="BroadcastExchange HashedRelationBroadcastMode(List(input[0, bigint, true]),false), [plan_id=264628]"];
subgraph cluster14 {
isCluster="true";
id="cluster14";
label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n33 ms (1 ms, 2 ms, 3 ms (stage 50159.0: task 135171))";
tooltip="WholeStageCodegen (2)";
15 [id="node15" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [worklistShardItemId#645060L, orderProposalId#645037L, product#645046, plant#645041, orderDateTime#645047, deliveryDateTime#645042, availabilityDateTime#645048]"];
}
16 [id="node16" labelType="html" label="<b>Exchange</b><br><br>shuffle records written: 980<br>remote merged reqs duration: 0 ms<br>remote merged blocks fetched: 0<br>records read: 980<br>local bytes read total (min, med, max (stageId: taskId))<br>67.0 KiB (2.2 KiB, 3.5 KiB, 4.1 KiB (stage 50159.0: task 135168))<br>merged fetch fallback count: 0<br>local blocks read: 233<br>remote merged chunks fetched: 0<br>remote blocks read: 203<br>data size total (min, med, max (stageId: taskId))<br>122.5 KiB (3.4 KiB, 5.0 KiB, 6.0 KiB (stage 50158.0: task 135063))<br>local merged bytes read: 0.0 B<br>local merged chunks fetched: 0<br>shuffle write time total (min, med, max (stageId: taskId))<br>22 ms (0 ms, 0 ms, 1 ms (stage 50158.0: task 135072))<br>remote merged bytes read: 0.0 B<br>local merged blocks fetched: 0<br>corrupt merged block chunks: 0<br>fetch wait time total (min, med, max (stageId: taskId))<br>0 ms (0 ms, 0 ms, 0 ms (stage 50159.0: task 135108))<br>remote bytes read total (min, med, max (stageId: taskId))<br>57.8 KiB (2.3 KiB, 2.7 KiB, 3.7 KiB (stage 50159.0: task 135166))<br>number of partitions: 20<br>remote reqs duration total (min, med, max (stageId: taskId))<br>20 ms (0 ms, 1 ms, 2 ms (stage 50159.0: task 135108))<br>remote bytes read to disk: 0.0 B<br>shuffle bytes written total (min, med, max (stageId: taskId))<br>124.8 KiB (3.9 KiB, 4.9 KiB, 5.7 KiB (stage 50158.0: task 135067))" tooltip="Exchange hashpartitioning(worklistShardItemId#645060L, 20), REPARTITION_BY_NUM, [plan_id=264624]"];
subgraph cluster17 {
isCluster="true";
id="cluster17";
label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n2.7 s (75 ms, 94 ms, 181 ms (stage 50158.0: task 135062))";
tooltip="WholeStageCodegen (1)";
18 [id="node18" labelType="html" label="<br><b>Project</b><br><br>" tooltip="Project [orderProposalId#645037L, plant#645041, deliveryDateTime#645042, product#645046, orderDateTime#645047, availabilityDateTime#645048, worklistShardItemId#645060L]"];
19 [id="node19" labelType="html" label="<b>Filter</b><br><br>number of output rows: 980" tooltip="Filter isnotnull(worklistShardItemId#645060L)"];
20 [id="node20" labelType="html" label="<b>ColumnarToRow</b><br><br>number of output rows: 980<br>number of input batches: 25" tooltip="ColumnarToRow"];
}
21 [id="node21" labelType="html" label="<b>Scan parquet </b><br><br>number of files read: 25<br>scan time total (min, med, max (stageId: taskId))<br>2.4 s (73 ms, 92 ms, 148 ms (stage 50158.0: task 135062))<br>dynamic partition pruning time: 0 ms<br>metadata time: 0 ms<br>size of files read: 674.1 KiB<br>number of output rows: 980<br>number of partitions read: 1" tooltip="FileScan parquet [orderProposalId#645037L,plant#645041,deliveryDateTime#645042,product#645046,orderDateTime#645047,availabilityDateTime#645048,worklistShardItemId#645060L,shardId#645081,sequenceId#645059] Batched: true, DataFilters: [isnotnull(worklistShardItemId#645060L)], Format: Parquet, Location: PreparedDeltaFileIndex(1 paths)[hdlfs://2e93940d-4be8-4f12-830d-f0b8d392c03a.files.hdl.prod-eu20...., PartitionFilters: [isnotnull(shardId#645081), isnotnull(sequenceId#645059), (shardId#645081 = 0_1_10000002106), (se..., PushedFilters: [IsNotNull(worklistShardItemId)], ReadSchema: struct<orderProposalId:bigint,plant:string,deliveryDateTime:timestamp,product:string,orderDateTim..."];
2->1;
3->2;
4->3;
5->4;
6->5;
8->6;
9->8;
11->9;
12->11;
13->2;
15->13;
16->15;
18->16;
19->18;
20->19;
21->20;
}
== Physical Plan ==
* Project (19)
+- * BroadcastHashJoin LeftOuter BuildRight (18)
:- * Project (10)
: +- * Generate (9)
: +- * Filter (8)
: +- InMemoryTableScan (1)
: +- InMemoryRelation (2)
: +- * Filter (7)
: +- InMemoryTableScan (3)
: +- InMemoryRelation (4)
: +- * Filter (6)
: +- * Scan ExistingRDD (5)
+- BroadcastExchange (17)
+- * Project (16)
+- Exchange (15)
+- * Project (14)
+- * Filter (13)
+- * ColumnarToRow (12)
+- Scan parquet (11)
(1) InMemoryTableScan
Output [2]: [shardId#643168, items#643170]
Arguments: [shardId#643168, items#643170], [isnotnull(shardId#643168), (shardId#643168 = 0_1_10000002106), (size(items#643170, true) > 0), isnotnull(items#643170)]
(2) InMemoryRelation
Arguments: [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, optimizationInsights#643174], StorageLevel(disk, memory, 2 replicas)
(3) InMemoryTableScan
Output [6]: [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, optimizationInsights#643174]
Arguments: [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, optimizationInsights#643174], [isnotnull(shardId#643168), (shardId#643168 = 0_1_10000002106)]
(4) InMemoryRelation
Arguments: [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, lastModified#643173, optimizationInsights#643174], StorageLevel(disk, memory, 2 replicas)
(5) Scan ExistingRDD [codegen id : 1]
Output [7]: [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, lastModified#643173, optimizationInsights#643174]
Arguments: [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, lastModified#643173, optimizationInsights#643174], MapPartitionsRDD[30592] at start at FileStorageAdapterImpl.java:592, ExistingRDD, UnknownPartitioning(0)
(6) Filter [codegen id : 1]
Input [7]: [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, lastModified#643173, optimizationInsights#643174]
Condition : (isnotnull(shardId#643168) AND (shardId#643168 = 0_1_10000002106))
(7) Filter [codegen id : 1]
Input [6]: [shardId#643168, orderProposalId#643169L, items#643170, optimizationGroups#643171, isOptimal#643172, optimizationInsights#643174]
Condition : (isnotnull(shardId#643168) AND (shardId#643168 = 0_1_10000002106))
(8) Filter [codegen id : 3]
Input [2]: [shardId#643168, items#643170]
Condition : (((isnotnull(shardId#643168) AND (shardId#643168 = 0_1_10000002106)) AND (size(items#643170, true) > 0)) AND isnotnull(items#643170))
(9) Generate [codegen id : 3]
Input [2]: [shardId#643168, items#643170]
Arguments: explode(items#643170), [shardId#643168], false, [item#643815]
(10) Project [codegen id : 3]
Output [3]: [shardId#643168, item#643815.worklistShardItemId AS worklistShardItemId#643816L, item#643815.qty AS qty#643818]
Input [2]: [shardId#643168, item#643815]
(11) Scan parquet
Output [9]: [orderProposalId#645037L, plant#645041, deliveryDateTime#645042, product#645046, orderDateTime#645047, availabilityDateTime#645048, worklistShardItemId#645060L, shardId#645081, sequenceId#645059]
Batched: true
Location: PreparedDeltaFileIndex [hdlfs://2e93940d-4be8-4f12-830d-f0b8d392c03a.files.hdl.prod-eu20.hanacloud.ondemand.com:443/crp-order-qty-opt-service/internal/prod-plant-snapshot/10000002106]
PartitionFilters: [isnotnull(shardId#645081), isnotnull(sequenceId#645059), (shardId#645081 = 0_1_10000002106), (sequenceId#645059 = 2)]
PushedFilters: [IsNotNull(worklistShardItemId)]
ReadSchema: struct<orderProposalId:bigint,plant:string,deliveryDateTime:timestamp,product:string,orderDateTime:timestamp,availabilityDateTime:timestamp,worklistShardItemId:bigint>
(12) ColumnarToRow [codegen id : 1]
Input [9]: [orderProposalId#645037L, plant#645041, deliveryDateTime#645042, product#645046, orderDateTime#645047, availabilityDateTime#645048, worklistShardItemId#645060L, shardId#645081, sequenceId#645059]
(13) Filter [codegen id : 1]
Input [9]: [orderProposalId#645037L, plant#645041, deliveryDateTime#645042, product#645046, orderDateTime#645047, availabilityDateTime#645048, worklistShardItemId#645060L, shardId#645081, sequenceId#645059]
Condition : isnotnull(worklistShardItemId#645060L)
(14) Project [codegen id : 1]
Output [7]: [orderProposalId#645037L, plant#645041, deliveryDateTime#645042, product#645046, orderDateTime#645047, availabilityDateTime#645048, worklistShardItemId#645060L]
Input [9]: [orderProposalId#645037L, plant#645041, deliveryDateTime#645042, product#645046, orderDateTime#645047, availabilityDateTime#645048, worklistShardItemId#645060L, shardId#645081, sequenceId#645059]
(15) Exchange
Input [7]: [orderProposalId#645037L, plant#645041, deliveryDateTime#645042, product#645046, orderDateTime#645047, availabilityDateTime#645048, worklistShardItemId#645060L]
Arguments: hashpartitioning(worklistShardItemId#645060L, 20), REPARTITION_BY_NUM, [plan_id=264624]
(16) Project [codegen id : 2]
Output [7]: [worklistShardItemId#645060L, orderProposalId#645037L, product#645046, plant#645041, orderDateTime#645047, deliveryDateTime#645042, availabilityDateTime#645048]
Input [7]: [orderProposalId#645037L, plant#645041, deliveryDateTime#645042, product#645046, orderDateTime#645047, availabilityDateTime#645048, worklistShardItemId#645060L]
(17) BroadcastExchange
Input [7]: [worklistShardItemId#645060L, orderProposalId#645037L, product#645046, plant#645041, orderDateTime#645047, deliveryDateTime#645042, availabilityDateTime#645048]
Arguments: HashedRelationBroadcastMode(List(input[0, bigint, true]),false), [plan_id=264628]
(18) BroadcastHashJoin [codegen id : 3]
Left keys [1]: [worklistShardItemId#643816L]
Right keys [1]: [worklistShardItemId#645060L]
Join type: LeftOuter
Join condition: (shardId#643168 = 0_1_10000002106)
(19) Project [codegen id : 3]
Output [8]: [shardId#643168, product#645046, plant#645041, orderDateTime#645047, deliveryDateTime#645042, availabilityDateTime#645048, qty#643818 AS orderQuantityInBaseUnit#646345, orderProposalId#645037L]
Input [10]: [shardId#643168, worklistShardItemId#643816L, qty#643818, worklistShardItemId#645060L, orderProposalId#645037L, product#645046, plant#645041, orderDateTime#645047, deliveryDateTime#645042, availabilityDateTime#645048]