PlusAMP App Middleware - Details for Job 331500

Status: SUCCEEDED
Submitted: 2025/08/02 15:25:48
Duration: 89 ms
Completed Stages: 3

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3616162

digraph G { subgraph clusterstage_513115 { label="Stage 513115"; subgraph cluster6303932 { label="Exchange"; 3625235 [labelType="html" label="ShuffledRowRDD [3625235] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; } subgraph cluster6303926 { label="WholeStageCodegen (3)"; 3625236 [labelType="html" label="MapPartitionsRDD [3625236] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; } subgraph cluster6303925 { label="InMemoryTableScan"; 3625237 [labelType="html" label="MapPartitionsRDD [3625237] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; 3625238 [labelType="html" label="*(3) Sort [sort#94160395 ASC NULLS FIRST, description#94160396 ASC NULLS FIRST], true, 0\n+- Exchange rangepartitioning(sort#94160395 ASC NULLS FIRST, description#94160396 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7536858]\n +- *(2) Project [cap#94396456, numcos#94396483, numdates#94396484, sort#94160395, description#94160396, universe#94160397, (cast(numcos#94396483 as double) / cast(universe#94160397 as double)) AS coverage#94396752]\n +- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94396456))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))], Inner, BuildLeft, false\n :- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7536851]\n : +- *(1) Filter isnotnull(cap#94396456)\n : +- *(1) ColumnarToRow\n : +- InMemoryTableScan [cap#94396456, numcos#94396483, numdates#94396484], [isnotnull(cap#94396456)]\n ... [3625238] [Cached] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; 3625239 [labelType="html" label="MapPartitionsRDD [3625239] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; 3625240 [labelType="html" label="MapPartitionsRDD [3625240] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; 3625241 [labelType="html" label="MapPartitionsRDD [3625241] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; } subgraph cluster6303924 { label="CollectLimit"; 3625242 [labelType="html" label="MapPartitionsRDD [3625242] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; 3625243 [labelType="html" label="MapPartitionsRDD [3625243] [Unordered] toLocalIterator at SparkDataStreamBuilder.scala:39"]; } } 3625235->3625236; 3625236->3625237; 3625237->3625238; 3625238->3625239; 3625239->3625240; 3625240->3625241; 3625241->3625242; 3625242->3625243; }

3625234,3625235

3625238

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3625243,3625244

Completed Stages (3)

Page:

Stage Id ▾	Pool Name	Description	Submitted	Duration	Tasks: Succeeded/Total	Input	Shuffle Read	Shuffle Write
513116	default	toStream at SparkDataStreamBuilder.scala:39 +details scala.collection.AbstractIterator.toStream(Iterator.scala:1431) plusamp.middleware.model.core.data.SparkDataStreamBuilder.$anonfun$stream$1(SparkDataStreamBuilder.scala:39) plusamp.scala.util.Profile$.time(Profile.scala:22) plusamp.middleware.model.core.data.SparkDataStreamBuilder.<init>(SparkDataStreamBuilder.scala:39) plusamp.middleware.graphql.datafile.SparkAccessor.$anonfun$retrieveData$3(SparkAccessor.scala:77) scala.util.Success.$anonfun$map$1(Try.scala:255) scala.util.Success.map(Try.scala:213) scala.concurrent.Future.$anonfun$map$1(Future.scala:292) scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33) scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33) scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64) java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128) java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628) java.base/java.lang.Thread.run(Thread.java:829)	2025/08/02 15:25:48	10 ms	1/1		316.0 B
513115	default	toLocalIterator at SparkDataStreamBuilder.scala:39 +details RDD: (3) Sort [sort#94160395 ASC NULLS FIRST, description#94160396 ASC NULLS FIRST], true, 0 +- Exchange rangepartitioning(sort#94160395 ASC NULLS FIRST, description#94160396 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7536858] +- (2) Project [cap#94396456, numcos#94396483, numdates#94396484, sort#94160395, description#94160396, universe#94160397, (cast(numcos#94396483 as double) / cast(universe#94160397 as double)) AS coverage#94396752] +- (2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94396456))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))], Inner, BuildLeft, false :- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7536851] : +- (1) Filter isnotnull(cap#94396456) : +- *(1) ColumnarToRow : +- InMemoryTableScan [cap#94396456, numcos#94396483, numdates#94396484], [isnotnull(cap#94396456)] ... org.apache.spark.sql.Dataset.toLocalIterator(Dataset.scala:3000) plusamp.middleware.model.core.data.SparkDataStreamBuilder.$anonfun$stream$1(SparkDataStreamBuilder.scala:39) plusamp.scala.util.Profile$.time(Profile.scala:22) plusamp.middleware.model.core.data.SparkDataStreamBuilder.<init>(SparkDataStreamBuilder.scala:39) plusamp.middleware.graphql.datafile.SparkAccessor.$anonfun$retrieveData$3(SparkAccessor.scala:77) scala.util.Success.$anonfun$map$1(Try.scala:255) scala.util.Success.map(Try.scala:213) scala.concurrent.Future.$anonfun$map$1(Future.scala:292) scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33) scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33) scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64) java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128) java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628) java.base/java.lang.Thread.run(Thread.java:829)	2025/08/02 15:25:48	61 ms	3/3		316.0 B	316.0 B
513114	default	toLocalIterator at SparkDataStreamBuilder.scala:39 +details RDD: *(1) Project [CASE WHEN ((cap#94160377 = NA) OR (cap#94160377 = null)) THEN null ELSE cast(cap#94160377 as int) END AS cap#94160394, CASE WHEN (sort#94160378 = null) THEN null ELSE sort#94160378 END AS sort#94160395, CASE WHEN (description#94160379 = null) THEN null ELSE description#94160379 END AS description#94160396, CASE WHEN ((universe#94160380 = NA) OR (universe#94160380 = null)) THEN null ELSE cast(universe#94160380 as int) END AS universe#94160397] +- FileScan csv [cap#94160377,sort#94160378,description#94160379,universe#94160380] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,sort:string,description:string,universe:string> org.apache.spark.sql.Dataset.toLocalIterator(Dataset.scala:3000) plusamp.middleware.model.core.data.SparkDataStreamBuilder.$anonfun$stream$1(SparkDataStreamBuilder.scala:39) plusamp.scala.util.Profile$.time(Profile.scala:22) plusamp.middleware.model.core.data.SparkDataStreamBuilder.<init>(SparkDataStreamBuilder.scala:39) plusamp.middleware.graphql.datafile.SparkAccessor.$anonfun$retrieveData$3(SparkAccessor.scala:77) scala.util.Success.$anonfun$map$1(Try.scala:255) scala.util.Success.map(Try.scala:213) scala.concurrent.Future.$anonfun$map$1(Future.scala:292) scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33) scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33) scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64) java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128) java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628) java.base/java.lang.Thread.run(Thread.java:829)	2025/08/02 15:25:48	8 ms	1/1	624.0 B		316.0 B

Stage Id ▾

Pool Name

Description

Submitted

Duration

Tasks: Succeeded/Total

Input

Output

Shuffle Read

Shuffle Write

513116

default

toStream at SparkDataStreamBuilder.scala:39 +details

scala.collection.AbstractIterator.toStream(Iterator.scala:1431)
plusamp.middleware.model.core.data.SparkDataStreamBuilder.$anonfun$stream$1(SparkDataStreamBuilder.scala:39)
plusamp.scala.util.Profile$.time(Profile.scala:22)
plusamp.middleware.model.core.data.SparkDataStreamBuilder.<init>(SparkDataStreamBuilder.scala:39)
plusamp.middleware.graphql.datafile.SparkAccessor.$anonfun$retrieveData$3(SparkAccessor.scala:77)
scala.util.Success.$anonfun$map$1(Try.scala:255)
scala.util.Success.map(Try.scala:213)
scala.concurrent.Future.$anonfun$map$1(Future.scala:292)
scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33)
scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33)
scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64)
java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128)
java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628)
java.base/java.lang.Thread.run(Thread.java:829)

2025/08/02 15:25:48

10 ms

1/1

316.0 B

513115

default

toLocalIterator at SparkDataStreamBuilder.scala:39 +details

RDD: *(3) Sort [sort#94160395 ASC NULLS FIRST, description#94160396 ASC NULLS FIRST], true, 0 +- Exchange rangepartitioning(sort#94160395 ASC NULLS FIRST, description#94160396 ASC NULLS FIRST, 200), ENSURE_REQUIREMENTS, [id=#7536858] +- *(2) Project [cap#94396456, numcos#94396483, numdates#94396484, sort#94160395, description#94160396, universe#94160397, (cast(numcos#94396483 as double) / cast(universe#94160397 as double)) AS coverage#94396752] +- *(2) BroadcastHashJoin [knownfloatingpointnormalized(normalizenanandzero(cap#94396456))], [knownfloatingpointnormalized(normalizenanandzero(cast(cap#94160394 as float)))], Inner, BuildLeft, false :- BroadcastExchange HashedRelationBroadcastMode(List(knownfloatingpointnormalized(normalizenanandzero(input[0, float, false]))),false), [id=#7536851] : +- *(1) Filter isnotnull(cap#94396456) : +- *(1) ColumnarToRow : +- InMemoryTableScan [cap#94396456, numcos#94396483, numdates#94396484], [isnotnull(cap#94396456)] ...

org.apache.spark.sql.Dataset.toLocalIterator(Dataset.scala:3000)
plusamp.middleware.model.core.data.SparkDataStreamBuilder.$anonfun$stream$1(SparkDataStreamBuilder.scala:39)
plusamp.scala.util.Profile$.time(Profile.scala:22)
plusamp.middleware.model.core.data.SparkDataStreamBuilder.<init>(SparkDataStreamBuilder.scala:39)
plusamp.middleware.graphql.datafile.SparkAccessor.$anonfun$retrieveData$3(SparkAccessor.scala:77)
scala.util.Success.$anonfun$map$1(Try.scala:255)
scala.util.Success.map(Try.scala:213)
scala.concurrent.Future.$anonfun$map$1(Future.scala:292)
scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33)
scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33)
scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64)
java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128)
java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628)
java.base/java.lang.Thread.run(Thread.java:829)

2025/08/02 15:25:48

61 ms

3/3

316.0 B

513114

default

toLocalIterator at SparkDataStreamBuilder.scala:39 +details

RDD: *(1) Project [CASE WHEN ((cap#94160377 = NA) OR (cap#94160377 = null)) THEN null ELSE cast(cap#94160377 as int) END AS cap#94160394, CASE WHEN (sort#94160378 = null) THEN null ELSE sort#94160378 END AS sort#94160395, CASE WHEN (description#94160379 = null) THEN null ELSE description#94160379 END AS description#94160396, CASE WHEN ((universe#94160380 = NA) OR (universe#94160380 = null)) THEN null ELSE cast(universe#94160380 as int) END AS universe#94160397] +- FileScan csv [cap#94160377,sort#94160378,description#94160379,universe#94160380] Batched: false, DataFilters: [], Format: CSV, Location: InMemoryFileIndex(1 paths)[file:/srv/plusamp/data/default/ea-market/curate/curate_cap.csv], PartitionFilters: [], PushedFilters: [], ReadSchema: struct<cap:string,sort:string,description:string,universe:string>

org.apache.spark.sql.Dataset.toLocalIterator(Dataset.scala:3000)
plusamp.middleware.model.core.data.SparkDataStreamBuilder.$anonfun$stream$1(SparkDataStreamBuilder.scala:39)
plusamp.scala.util.Profile$.time(Profile.scala:22)
plusamp.middleware.model.core.data.SparkDataStreamBuilder.<init>(SparkDataStreamBuilder.scala:39)
plusamp.middleware.graphql.datafile.SparkAccessor.$anonfun$retrieveData$3(SparkAccessor.scala:77)
scala.util.Success.$anonfun$map$1(Try.scala:255)
scala.util.Success.map(Try.scala:213)
scala.concurrent.Future.$anonfun$map$1(Future.scala:292)
scala.concurrent.impl.Promise.liftedTree1$1(Promise.scala:33)
scala.concurrent.impl.Promise.$anonfun$transform$1(Promise.scala:33)
scala.concurrent.impl.CallbackRunnable.run(Promise.scala:64)
java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128)
java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628)
java.base/java.lang.Thread.run(Thread.java:829)

2025/08/02 15:25:48

8 ms

1/1

624.0 B

316.0 B

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