Spark Connect server - Details for Query 108

Submitted Time: 2026/09/03 16:03:36
Duration: 5 s
Succeeded Jobs: 99 100

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Plan Visualization

Show the Stage ID and Task ID that corresponds to the max metric

digraph G { 0 [id="node0" labelType="html" label=" AdaptiveSparkPlan " tooltip="AdaptiveSparkPlan isFinalPlan=true"]; 1 [id="node1" labelType="html" label="ObjectHashAggregate number of output rows: 1 time in aggregation build: 121 ms spill size: 0.0 B number of sort fallback tasks: 0" tooltip="ObjectHashAggregate(keys=[], functions=[collect_set(domainMetadata#4499, 0, 0), collect_set(txn#4491, 0, 0), count(protocol#4495), sum(add#4492.size), last(metaData#4494, true), count(metaData#4494), last(protocol#4495, true), count(remove#4493), count(add#4492), count(txn#4491)])"]; 2 [id="node2" labelType="html" label="Exchange shuffle records written: 50 remote merged reqs duration: 0 ms remote merged blocks fetched: 0 records read: 50 local bytes read: 2.2 KiB merged fetch fallback count: 0 local blocks read: 19 remote merged chunks fetched: 0 remote blocks read: 31 data size total (min, med, max (stageId: taskId)) 9.3 KiB (152.0 B, 152.0 B, 2.0 KiB (stage 101.0: task 184)) local merged bytes read: 0.0 B local merged chunks fetched: 0 shuffle write time total (min, med, max (stageId: taskId)) 46 ms (0 ms, 0 ms, 3 ms (stage 101.0: task 190)) remote merged bytes read: 0.0 B local merged blocks fetched: 0 corrupt merged block chunks: 0 fetch wait time: 1 ms remote bytes read: 2.8 KiB number of partitions: 1 remote reqs duration: 55 ms remote bytes read to disk: 0.0 B shuffle bytes written total (min, med, max (stageId: taskId)) 5.0 KiB (85.0 B, 85.0 B, 708.0 B (stage 101.0: task 184))" tooltip="Exchange SinglePartition, ENSURE_REQUIREMENTS, [plan_id=145]"]; 3 [id="node3" labelType="html" label="ObjectHashAggregate number of output rows: 50 time in aggregation build total (min, med, max (stageId: taskId)) 4.5 s (16 ms, 34 ms, 1.3 s (stage 101.0: task 149)) spill size total (min, med, max (stageId: taskId)) 0.0 B (0.0 B, 0.0 B, 0.0 B (stage 101.0: task 150)) number of sort fallback tasks: 0" tooltip="ObjectHashAggregate(keys=[], functions=[partial_collect_set(domainMetadata#4499, 0, 0), partial_collect_set(txn#4491, 0, 0), partial_count(protocol#4495), partial_sum(add#4492.size), partial_last(metaData#4494, true), partial_count(metaData#4494), partial_last(protocol#4495, true), partial_count(remove#4493), partial_count(add#4492), partial_count(txn#4491)])"]; subgraph cluster4 { isCluster="true"; id="cluster4"; label="WholeStageCodegen (1)\n \nduration: total (min, med, max (stageId: taskId))\n4.3 s (15 ms, 31 ms, 1.3 s (stage 101.0: task 150))"; tooltip="WholeStageCodegen (1)"; 5 [id="node5" labelType="html" label=" Project " tooltip="Project [txn#4491, add#4492, remove#4493, metaData#4494, protocol#4495, domainMetadata#4499]"]; 6 [id="node6" labelType="html" label="Scan ExistingRDD Delta Table State #2 - file:/home/jovyan/spark-warehouse/yellow_taxi.db/trips/_delta_log number of output rows: 19" tooltip="Scan ExistingRDD Delta Table State #2 - file:/home/jovyan/spark-warehouse/yellow_taxi.db/trips/_delta_log[txn#4491,add#4492,remove#4493,metaData#4494,protocol#4495,cdc#4496,checkpointMetadata#4497,sidecar#4498,domainMetadata#4499,commitInfo#4500]"]; } 1->0; 2->1; 3->2; 5->3; 6->5; }

Plan Details

== Physical Plan ==
AdaptiveSparkPlan (11)
+- == Final Plan ==
   ResultQueryStage (7), Statistics(sizeInBytes=8.0 EiB)
   +- ObjectHashAggregate (6)
      +- ShuffleQueryStage (5), Statistics(sizeInBytes=9.3 KiB, rowCount=50)
         +- Exchange (4)
            +- ObjectHashAggregate (3)
               +- * Project (2)
                  +- * Scan ExistingRDD Delta Table State #2 - file:/home/jovyan/spark-warehouse/yellow_taxi.db/trips/_delta_log (1)
+- == Initial Plan ==
   ObjectHashAggregate (10)
   +- Exchange (9)
      +- ObjectHashAggregate (8)
         +- Project (2)
            +- Scan ExistingRDD Delta Table State #2 - file:/home/jovyan/spark-warehouse/yellow_taxi.db/trips/_delta_log (1)


(1) Scan ExistingRDD Delta Table State #2 - file:/home/jovyan/spark-warehouse/yellow_taxi.db/trips/_delta_log [codegen id : 1]
Output [10]: [txn#4491, add#4492, remove#4493, metaData#4494, protocol#4495, cdc#4496, checkpointMetadata#4497, sidecar#4498, domainMetadata#4499, commitInfo#4500]
Arguments: [txn#4491, add#4492, remove#4493, metaData#4494, protocol#4495, cdc#4496, checkpointMetadata#4497, sidecar#4498, domainMetadata#4499, commitInfo#4500], Delta Table State #2 - file:/home/jovyan/spark-warehouse/yellow_taxi.db/trips/_delta_log MapPartitionsRDD[205] at Spark Connect - session_id: "29cbf5ee-3bc4-44da-a6fe-5b90efeec9f0"
plan {
  root {
    common {
      plan_id: 112
    }
    limit {
      in..., ExistingRDD, UnknownPartitioning(0)

(2) Project [codegen id : 1]
Output [6]: [txn#4491, add#4492, remove#4493, metaData#4494, protocol#4495, domainMetadata#4499]
Input [10]: [txn#4491, add#4492, remove#4493, metaData#4494, protocol#4495, cdc#4496, checkpointMetadata#4497, sidecar#4498, domainMetadata#4499, commitInfo#4500]

(3) ObjectHashAggregate
Input [6]: [txn#4491, add#4492, remove#4493, metaData#4494, protocol#4495, domainMetadata#4499]
Keys: []
Functions [10]: [partial_collect_set(domainMetadata#4499, 0, 0), partial_collect_set(txn#4491, 0, 0), partial_count(protocol#4495), partial_sum(add#4492.size), partial_last(metaData#4494, true), partial_count(metaData#4494), partial_last(protocol#4495, true), partial_count(remove#4493), partial_count(add#4492), partial_count(txn#4491)]
Aggregate Attributes [12]: [buf#4716, buf#4717, count#4718L, sum#4719L, last#4720, valueSet#4721, count#4722L, last#4723, valueSet#4724, count#4725L, count#4726L, count#4727L]
Results [12]: [buf#4728, buf#4729, count#4730L, sum#4731L, last#4732, valueSet#4733, count#4734L, last#4735, valueSet#4736, count#4737L, count#4738L, count#4739L]

(4) Exchange
Input [12]: [buf#4728, buf#4729, count#4730L, sum#4731L, last#4732, valueSet#4733, count#4734L, last#4735, valueSet#4736, count#4737L, count#4738L, count#4739L]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=145]

(5) ShuffleQueryStage
Output [12]: [buf#4728, buf#4729, count#4730L, sum#4731L, last#4732, valueSet#4733, count#4734L, last#4735, valueSet#4736, count#4737L, count#4738L, count#4739L]
Arguments: 0

(6) ObjectHashAggregate
Input [12]: [buf#4728, buf#4729, count#4730L, sum#4731L, last#4732, valueSet#4733, count#4734L, last#4735, valueSet#4736, count#4737L, count#4738L, count#4739L]
Keys: []
Functions [10]: [collect_set(domainMetadata#4499, 0, 0), collect_set(txn#4491, 0, 0), count(protocol#4495), sum(add#4492.size), last(metaData#4494, true), count(metaData#4494), last(protocol#4495, true), count(remove#4493), count(add#4492), count(txn#4491)]
Aggregate Attributes [10]: [collect_set(domainMetadata#4499, 0, 0)#4648, collect_set(txn#4491, 0, 0)#4649, count(protocol#4495)#4650L, sum(add#4492.size)#4651L, last(metaData#4494) ignore nulls#4652, count(metaData#4494)#4653L, last(protocol#4495) ignore nulls#4654, count(remove#4493)#4655L, count(add#4492)#4656L, count(txn#4491)#4657L]
Results [14]: [collect_set(domainMetadata#4499, 0, 0)#4648 AS domainMetadata#4633, null AS fileSizeHistogram#4634, collect_set(txn#4491, 0, 0)#4649 AS setTransactions#4635, null AS numDeletedRecordsOpt#4636, count(protocol#4495)#4650L AS numOfProtocol#4637L, coalesce(sum(add#4492.size)#4651L, 0) AS sizeInBytes#4638L, last(metaData#4494) ignore nulls#4652 AS metadata#4639, count(metaData#4494)#4653L AS numOfMetadata#4640L, null AS deletedRecordCountsHistogramOpt#4641, null AS numDeletionVectorsOpt#4642, last(protocol#4495) ignore nulls#4654 AS protocol#4643, count(remove#4493)#4655L AS numOfRemoves#4644L, count(add#4492)#4656L AS numOfFiles#4645L, count(txn#4491)#4657L AS numOfSetTransactions#4646L]

(7) ResultQueryStage
Output [14]: [domainMetadata#4633, fileSizeHistogram#4634, setTransactions#4635, numDeletedRecordsOpt#4636, numOfProtocol#4637L, sizeInBytes#4638L, metadata#4639, numOfMetadata#4640L, deletedRecordCountsHistogramOpt#4641, numDeletionVectorsOpt#4642, protocol#4643, numOfRemoves#4644L, numOfFiles#4645L, numOfSetTransactions#4646L]
Arguments: 1

(8) ObjectHashAggregate
Input [6]: [txn#4491, add#4492, remove#4493, metaData#4494, protocol#4495, domainMetadata#4499]
Keys: []
Functions [10]: [partial_collect_set(domainMetadata#4499, 0, 0), partial_collect_set(txn#4491, 0, 0), partial_count(protocol#4495), partial_sum(add#4492.size), partial_last(metaData#4494, true), partial_count(metaData#4494), partial_last(protocol#4495, true), partial_count(remove#4493), partial_count(add#4492), partial_count(txn#4491)]
Aggregate Attributes [12]: [buf#4716, buf#4717, count#4718L, sum#4719L, last#4720, valueSet#4721, count#4722L, last#4723, valueSet#4724, count#4725L, count#4726L, count#4727L]
Results [12]: [buf#4728, buf#4729, count#4730L, sum#4731L, last#4732, valueSet#4733, count#4734L, last#4735, valueSet#4736, count#4737L, count#4738L, count#4739L]

(9) Exchange
Input [12]: [buf#4728, buf#4729, count#4730L, sum#4731L, last#4732, valueSet#4733, count#4734L, last#4735, valueSet#4736, count#4737L, count#4738L, count#4739L]
Arguments: SinglePartition, ENSURE_REQUIREMENTS, [plan_id=134]

(10) ObjectHashAggregate
Input [12]: [buf#4728, buf#4729, count#4730L, sum#4731L, last#4732, valueSet#4733, count#4734L, last#4735, valueSet#4736, count#4737L, count#4738L, count#4739L]
Keys: []
Functions [10]: [collect_set(domainMetadata#4499, 0, 0), collect_set(txn#4491, 0, 0), count(protocol#4495), sum(add#4492.size), last(metaData#4494, true), count(metaData#4494), last(protocol#4495, true), count(remove#4493), count(add#4492), count(txn#4491)]
Aggregate Attributes [10]: [collect_set(domainMetadata#4499, 0, 0)#4648, collect_set(txn#4491, 0, 0)#4649, count(protocol#4495)#4650L, sum(add#4492.size)#4651L, last(metaData#4494) ignore nulls#4652, count(metaData#4494)#4653L, last(protocol#4495) ignore nulls#4654, count(remove#4493)#4655L, count(add#4492)#4656L, count(txn#4491)#4657L]
Results [14]: [collect_set(domainMetadata#4499, 0, 0)#4648 AS domainMetadata#4633, null AS fileSizeHistogram#4634, collect_set(txn#4491, 0, 0)#4649 AS setTransactions#4635, null AS numDeletedRecordsOpt#4636, count(protocol#4495)#4650L AS numOfProtocol#4637L, coalesce(sum(add#4492.size)#4651L, 0) AS sizeInBytes#4638L, last(metaData#4494) ignore nulls#4652 AS metadata#4639, count(metaData#4494)#4653L AS numOfMetadata#4640L, null AS deletedRecordCountsHistogramOpt#4641, null AS numDeletionVectorsOpt#4642, last(protocol#4495) ignore nulls#4654 AS protocol#4643, count(remove#4493)#4655L AS numOfRemoves#4644L, count(add#4492)#4656L AS numOfFiles#4645L, count(txn#4491)#4657L AS numOfSetTransactions#4646L]

(11) AdaptiveSparkPlan
Output [14]: [domainMetadata#4633, fileSizeHistogram#4634, setTransactions#4635, numDeletedRecordsOpt#4636, numOfProtocol#4637L, sizeInBytes#4638L, metadata#4639, numOfMetadata#4640L, deletedRecordCountsHistogramOpt#4641, numDeletionVectorsOpt#4642, protocol#4643, numOfRemoves#4644L, numOfFiles#4645L, numOfSetTransactions#4646L]
Arguments: isFinalPlan=true

SQL / DataFrame Properties

Name	Value
spark.sql.parquet.fieldId.read.enabled	true
spark.sql.parquet.fieldId.write.enabled	true