digraph G {
0 [labelType="html" label="<br><b>CollectLimit</b><br><br>"];
subgraph cluster1 {
isCluster="true";
label="WholeStageCodegen (8)\n \nduration: total (min, med, max (stageId: taskId))\n8 ms (4 ms, 4 ms, 4 ms (stage 69.0: task 1669))";
2 [labelType="html" label="<b>HashAggregate</b><br><br>time in aggregation build total (min, med, max (stageId: taskId))<br>1 ms (0 ms, 1 ms, 1 ms (stage 74.0: task 1670))<br>peak memory total (min, med, max (stageId: taskId))<br>32.5 MiB (16.3 MiB, 16.3 MiB, 16.3 MiB (stage 69.0: task 1669))<br>number of output rows: 33<br>avg hash probe bucket list iters (min, med, max (stageId: taskId)):<br>(1, 1, 1 (stage 69.0: task 1669))"];
}
3 [labelType="html" label="<b>Exchange</b><br><br>shuffle records written: 6,519<br>shuffle write time total (min, med, max (stageId: taskId))<br>1.8 s (0 ms, 2 ms, 50 ms (stage 68.1: task 1071))<br>records read: 68<br>local bytes read total (min, med, max (stageId: taskId))<br>3.6 KiB (1404.0 B, 2.2 KiB, 2.2 KiB (stage 74.0: task 1670))<br>fetch wait time total (min, med, max (stageId: taskId))<br>0 ms (0 ms, 0 ms, 0 ms (stage 69.0: task 1669))<br>remote bytes read: 1280.0 B<br>local blocks read: 5<br>remote blocks read: 1<br>data size total (min, med, max (stageId: taskId))<br>509.3 KiB (0.0 B, 1040.0 B, 1920.0 B (stage 68.1: task 1474))<br>shuffle bytes written total (min, med, max (stageId: taskId))<br>463.2 KiB (0.0 B, 947.0 B, 1691.0 B (stage 68.1: task 1485))"];
subgraph cluster4 {
isCluster="true";
label="WholeStageCodegen (7)\n \nduration: total (min, med, max (stageId: taskId))\n23.2 s (2 ms, 12 ms, 927 ms (stage 68.1: task 1168))";
5 [labelType="html" label="<b>HashAggregate</b><br><br>time in aggregation build total (min, med, max (stageId: taskId))<br>19.4 s (1 ms, 7 ms, 924 ms (stage 68.1: task 1168))<br>peak memory total (min, med, max (stageId: taskId))<br>8.3 GiB (256.0 KiB, 16.3 MiB, 16.3 MiB (stage 68.1: task 1069))<br>number of output rows: 6,519<br>avg hash probe bucket list iters (min, med, max (stageId: taskId)):<br>(1, 1, 1 (stage 68.1: task 1069))"];
}
6 [labelType="html" label="<br><b>Union</b><br><br>"];
subgraph cluster7 {
isCluster="true";
label="WholeStageCodegen (2)\n \nduration: total (min, med, max (stageId: taskId))\n14.9 s (0 ms, 0 ms, 926 ms (stage 68.1: task 1168))";
8 [labelType="html" label="<br><b>Project</b><br><br>"];
9 [labelType="html" label="<b>Filter</b><br><br>number of output rows: 3,157"];
10 [labelType="html" label="<b>HashAggregate</b><br><br>time in aggregation build total (min, med, max (stageId: taskId))<br>13.1 s (0 ms, 0 ms, 923 ms (stage 68.1: task 1168))<br>peak memory total (min, med, max (stageId: taskId))<br>3.2 GiB (0.0 B, 0.0 B, 16.5 MiB (stage 68.1: task 1069))<br>number of output rows: 2,257,379<br>avg hash probe bucket list iters (min, med, max (stageId: taskId)):<br>(1.4, 1.4, 1.4 (stage 68.1: task 1069))"];
}
11 [labelType="html" label="<b>Exchange</b><br><br>shuffle records written: 294,984<br>shuffle write time total (min, med, max (stageId: taskId))<br>25 ms (0 ms, 0 ms, 25 ms (stage 66.1: task 1066))<br>records read: 2,260,197<br>local bytes read total (min, med, max (stageId: taskId))<br>79.7 MiB (0.0 B, 0.0 B, 481.7 KiB (stage 68.1: task 1144))<br>fetch wait time total (min, med, max (stageId: taskId))<br>11.4 s (0 ms, 0 ms, 917 ms (stage 68.1: task 1168))<br>remote bytes read total (min, med, max (stageId: taskId))<br>59.0 MiB (0.0 B, 0.0 B, 472.0 KiB (stage 68.1: task 1086))<br>local blocks read: 898<br>remote blocks read: 702<br>data size total (min, med, max (stageId: taskId))<br>24.8 MiB (0.0 B, 0.0 B, 24.8 MiB (stage 66.1: task 1066))<br>shuffle bytes written total (min, med, max (stageId: taskId))<br>18.1 MiB (0.0 B, 0.0 B, 18.1 MiB (stage 66.1: task 1066))"];
subgraph cluster12 {
isCluster="true";
label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n519 ms (0 ms, 0 ms, 519 ms (stage 66.1: task 1066))";
13 [labelType="html" label="<b>HashAggregate</b><br><br>time in aggregation build total (min, med, max (stageId: taskId))<br>405 ms (0 ms, 0 ms, 405 ms (stage 66.1: task 1066))<br>peak memory total (min, med, max (stageId: taskId))<br>40.0 MiB (0.0 B, 0.0 B, 40.0 MiB (stage 66.1: task 1066))<br>number of output rows: 294,984<br>avg hash probe bucket list iters: 1.6"];
14 [labelType="html" label="<b>ColumnarToRow</b><br><br>number of output rows: 295,034<br>number of input batches: 78"];
}
15 [labelType="html" label="<b>Scan parquet itv024694_lending_club.customers</b><br><br>number of files read: 200<br>scan time total (min, med, max (stageId: taskId))<br>277 ms (0 ms, 0 ms, 277 ms (stage 66.1: task 1066))<br>metadata time: 0 ms<br>size of files read: 184.9 MiB<br>number of output rows: 295,034"];
subgraph cluster16 {
isCluster="true";
label="WholeStageCodegen (4)\n \nduration: total (min, med, max (stageId: taskId))\n4.9 s (0 ms, 0 ms, 261 ms (stage 68.1: task 1390))";
17 [labelType="html" label="<br><b>Project</b><br><br>"];
18 [labelType="html" label="<b>Filter</b><br><br>number of output rows: 173"];
19 [labelType="html" label="<b>HashAggregate</b><br><br>time in aggregation build total (min, med, max (stageId: taskId))<br>3.9 s (0 ms, 0 ms, 256 ms (stage 68.1: task 1390))<br>peak memory total (min, med, max (stageId: taskId))<br>3.2 GiB (0.0 B, 0.0 B, 16.3 MiB (stage 68.1: task 1269))<br>number of output rows: 484,136<br>avg hash probe bucket list iters (min, med, max (stageId: taskId)):<br>(1, 1, 1.1 (stage 68.1: task 1302))"];
}
20 [labelType="html" label="<b>Exchange</b><br><br>records read: 484,233<br>local bytes read total (min, med, max (stageId: taskId))<br>14.8 MiB (0.0 B, 0.0 B, 81.9 KiB (stage 68.1: task 1344))<br>fetch wait time total (min, med, max (stageId: taskId))<br>3.6 s (0 ms, 0 ms, 255 ms (stage 68.1: task 1390))<br>remote bytes read total (min, med, max (stageId: taskId))<br>15.0 MiB (0.0 B, 0.0 B, 156.7 KiB (stage 68.1: task 1418))<br>local blocks read: 199<br>remote blocks read: 201"];
subgraph cluster21 {
isCluster="true";
label="WholeStageCodegen (3)\n \nduration: total (min, med, max (stageId: taskId))\n13 ms (0 ms, 0 ms, 13 ms (stage 65.1: task 1067))";
22 [labelType="html" label="<b>HashAggregate</b><br><br>time in aggregation build total (min, med, max (stageId: taskId))<br>6 ms (0 ms, 0 ms, 6 ms (stage 65.1: task 1067))<br>peak memory total (min, med, max (stageId: taskId))<br>256.0 KiB (0.0 B, 0.0 B, 256.0 KiB (stage 65.1: task 1067))"];
23 [labelType="html" label="<br><b>ColumnarToRow</b><br><br>"];
}
24 [labelType="html" label="<b>Scan parquet itv024694_lending_club.loans_defaulters_delinq</b><br><br>number of files read: 2<br>scan time total (min, med, max (stageId: taskId))<br>6 ms (0 ms, 0 ms, 6 ms (stage 65.1: task 1067))<br>metadata time: 0 ms<br>size of files read: 31.1 MiB"];
subgraph cluster25 {
isCluster="true";
label="WholeStageCodegen (6)\n \nduration: total (min, med, max (stageId: taskId))\n2.0 s (0 ms, 0 ms, 32 ms (stage 68.1: task 1568))";
26 [labelType="html" label="<br><b>Project</b><br><br>"];
27 [labelType="html" label="<b>Filter</b><br><br>number of output rows: 3,189"];
28 [labelType="html" label="<b>HashAggregate</b><br><br>time in aggregation build total (min, med, max (stageId: taskId))<br>1.0 s (0 ms, 0 ms, 12 ms (stage 68.1: task 1506))<br>peak memory total (min, med, max (stageId: taskId))<br>3.2 GiB (0.0 B, 0.0 B, 16.5 MiB (stage 68.1: task 1469))<br>number of output rows: 2,257,384<br>avg hash probe bucket list iters (min, med, max (stageId: taskId)):<br>(1.4, 1.4, 1.4 (stage 68.1: task 1469))"];
}
29 [labelType="html" label="<b>Exchange</b><br><br>records read: 2,259,065<br>local bytes read total (min, med, max (stageId: taskId))<br>138.5 MiB (0.0 B, 0.0 B, 732.4 KiB (stage 68.1: task 1544))<br>fetch wait time total (min, med, max (stageId: taskId))<br>0 ms (0 ms, 0 ms, 0 ms (stage 68.1: task 1469))<br>local blocks read: 400"];
subgraph cluster30 {
isCluster="true";
label="WholeStageCodegen (5)\n \nduration: total (min, med, max (stageId: taskId))\n24 ms (0 ms, 0 ms, 24 ms (stage 67.1: task 1068))";
31 [labelType="html" label="<b>HashAggregate</b><br><br>time in aggregation build total (min, med, max (stageId: taskId))<br>20 ms (0 ms, 0 ms, 20 ms (stage 67.1: task 1068))<br>peak memory total (min, med, max (stageId: taskId))<br>256.0 KiB (0.0 B, 0.0 B, 256.0 KiB (stage 67.1: task 1068))"];
32 [labelType="html" label="<br><b>ColumnarToRow</b><br><br>"];
}
33 [labelType="html" label="<b>Scan parquet itv024694_lending_club.loans_defaulters_detail_rec_enq</b><br><br>number of files read: 2<br>scan time total (min, med, max (stageId: taskId))<br>20 ms (0 ms, 0 ms, 20 ms (stage 67.1: task 1068))<br>metadata time: 0 ms<br>size of files read: 144.3 MiB"];
2->0;
3->2;
5->3;
6->5;
8->6;
9->8;
10->9;
11->10;
13->11;
14->13;
15->14;
17->6;
18->17;
19->18;
20->19;
22->20;
23->22;
24->23;
26->6;
27->26;
28->27;
29->28;
31->29;
32->31;
33->32;
}
34
CollectLimit 21
HashAggregate(keys=[member_id#577], functions=[])
WholeStageCodegen (8)
Exchange hashpartitioning(member_id#577, 200), ENSURE_REQUIREMENTS, [id=#733]
HashAggregate(keys=[member_id#577], functions=[])
WholeStageCodegen (7)
Union
Project [member_id#577]
Filter (total_count#575L > 1)
HashAggregate(keys=[member_id#577], functions=[count(1)])
WholeStageCodegen (2)
Exchange hashpartitioning(member_id#577, 200), ENSURE_REQUIREMENTS, [id=#703]
HashAggregate(keys=[member_id#577], functions=[partial_count(1)])
ColumnarToRow
WholeStageCodegen (1)
FileScan parquet itv024694_lending_club.customers[member_id#577] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[hdfs://m01.itversity.com:9000/public/trendytech/lendingclubproject/cleaned/cust..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<member_id:string>
Project [member_id#607]
Filter (total_count#605L > 1)
HashAggregate(keys=[member_id#607], functions=[count(1)])
WholeStageCodegen (4)
Exchange hashpartitioning(member_id#607, 200), ENSURE_REQUIREMENTS, [id=#713]
HashAggregate(keys=[member_id#607], functions=[partial_count(1)])
ColumnarToRow
WholeStageCodegen (3)
FileScan parquet itv024694_lending_club.loans_defaulters_delinq[member_id#607] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[hdfs://m01.itversity.com:9000/public/trendytech/lendingclubproject/cleaned/loan..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<member_id:string>
Project [member_id#625]
Filter (total_count#623L > 1)
HashAggregate(keys=[member_id#625], functions=[count(1)])
WholeStageCodegen (6)
Exchange hashpartitioning(member_id#625, 200), ENSURE_REQUIREMENTS, [id=#723]
HashAggregate(keys=[member_id#625], functions=[partial_count(1)])
ColumnarToRow
WholeStageCodegen (5)
FileScan parquet itv024694_lending_club.loans_defaulters_detail_rec_enq[member_id#625] Batched: true, DataFilters: [], Format: Parquet, Location: InMemoryFileIndex[hdfs://m01.itversity.com:9000/public/trendytech/lendingclubproject/cleaned/loan..., PartitionFilters: [], PushedFilters: [], ReadSchema: struct<member_id:string>