movieratings - Details for Job 5

DAG Visualization

digraph G { subgraph clusterstage_12 { label="Stage 12"; 3 [labelType="html" label="PythonRDD [3] RDD at PythonRDD.scala:53"]; subgraph cluster0 { label="textFile"; 0 [labelType="html" label="s3a://data-repository-bkt/ECS765/MovieLens/ratings.csv [0] textFile at NativeMethodAccessorImpl.java:0"]; 1 [labelType="html" label="s3a://data-repository-bkt/ECS765/MovieLens/ratings.csv [1] textFile at NativeMethodAccessorImpl.java:0"]; } subgraph cluster4 { label="mapPartitions"; 4 [labelType="html" label="MapPartitionsRDD [4] mapPartitions at SerDeUtil.scala:184"]; } subgraph cluster5 { label="map"; 5 [labelType="html" label="MapPartitionsRDD [5] map at SerDeUtil.scala:137"]; } subgraph cluster6 { label="mapPartitions"; 6 [labelType="html" label="MapPartitionsRDD [6] applySchemaToPythonRDD at NativeMethodAccessorImpl.java:0"]; } subgraph cluster94 { label="WholeStageCodegen (1)"; 37 [labelType="html" label="MapPartitionsRDD [37] javaToPython at NativeMethodAccessorImpl.java:0"]; } subgraph cluster93 { label="Exchange"; 38 [labelType="html" label="MapPartitionsRDD [38] javaToPython at NativeMethodAccessorImpl.java:0"]; } } 0->1; 1->3; 3->4; 4->5; 5->6; 6->37; 37->38; }

digraph G { subgraph clusterstage_13 { label="Stage 13"; 41 [labelType="html" label="SQLExecutionRDD [41] javaToPython at NativeMethodAccessorImpl.java:0"]; 44 [labelType="html" label="PythonRDD [44] collect at /tmp/spark-fbc0b603-1a1f-4a06-9cf5-9a35ac12a849/taskb.py:155"]; subgraph cluster93 { label="Exchange"; 39 [labelType="html" label="ShuffledRowRDD [39] javaToPython at NativeMethodAccessorImpl.java:0"]; } subgraph cluster90 { label="WholeStageCodegen (2)"; 40 [labelType="html" label="MapPartitionsRDD [40] javaToPython at NativeMethodAccessorImpl.java:0"]; } subgraph cluster98 { label="map"; 42 [labelType="html" label="MapPartitionsRDD [42] javaToPython at NativeMethodAccessorImpl.java:0"]; } subgraph cluster99 { label="mapPartitions"; 43 [labelType="html" label="MapPartitionsRDD [43] javaToPython at NativeMethodAccessorImpl.java:0"]; } } 39->40; 40->41; 41->42; 42->43; 43->44; }

38,39

Page:

Stage Id ▾	Description	Submitted	Duration	Tasks: Succeeded/Total	Input	Output	Shuffle Read	Shuffle Write
13	collect at /tmp/spark-fbc0b603-1a1f-4a06-9cf5-9a35ac12a849/taskb.py:155 +details org.apache.spark.rdd.RDD.collect(RDD.scala:1003) org.apache.spark.api.python.PythonRDD$.collectAndServe(PythonRDD.scala:168) org.apache.spark.api.python.PythonRDD.collectAndServe(PythonRDD.scala) sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) java.lang.reflect.Method.invoke(Method.java:498) py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244) py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357) py4j.Gateway.invoke(Gateway.java:282) py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132) py4j.commands.CallCommand.execute(CallCommand.java:79) py4j.GatewayConnection.run(GatewayConnection.java:238) java.lang.Thread.run(Thread.java:750)	2025/03/08 13:47:14	5 s	200/200			8.0 KiB
12	javaToPython at NativeMethodAccessorImpl.java:0 +details org.apache.spark.sql.Dataset.javaToPython(Dataset.scala:3441) sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) java.lang.reflect.Method.invoke(Method.java:498) py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244) py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357) py4j.Gateway.invoke(Gateway.java:282) py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132) py4j.commands.CallCommand.execute(CallCommand.java:79) py4j.GatewayConnection.run(GatewayConnection.java:238) java.lang.Thread.run(Thread.java:750)	2025/03/08 13:45:56	1.3 min	28/28	890.8 MiB			8.0 KiB

Stage Id ▾

Description

Submitted

Duration

Tasks: Succeeded/Total

Input

Output

Shuffle Read

Shuffle Write

collect at /tmp/spark-fbc0b603-1a1f-4a06-9cf5-9a35ac12a849/taskb.py:155 +details

org.apache.spark.rdd.RDD.collect(RDD.scala:1003)
org.apache.spark.api.python.PythonRDD$.collectAndServe(PythonRDD.scala:168)
org.apache.spark.api.python.PythonRDD.collectAndServe(PythonRDD.scala)
sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
java.lang.reflect.Method.invoke(Method.java:498)
py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)
py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
py4j.Gateway.invoke(Gateway.java:282)
py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
py4j.commands.CallCommand.execute(CallCommand.java:79)
py4j.GatewayConnection.run(GatewayConnection.java:238)
java.lang.Thread.run(Thread.java:750)

2025/03/08 13:47:14

5 s

200/200

8.0 KiB

javaToPython at NativeMethodAccessorImpl.java:0 +details

org.apache.spark.sql.Dataset.javaToPython(Dataset.scala:3441)
sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
java.lang.reflect.Method.invoke(Method.java:498)
py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)
py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
py4j.Gateway.invoke(Gateway.java:282)
py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
py4j.commands.CallCommand.execute(CallCommand.java:79)
py4j.GatewayConnection.run(GatewayConnection.java:238)
java.lang.Thread.run(Thread.java:750)

2025/03/08 13:45:56

1.3 min

28/28

890.8 MiB

8.0 KiB

Page:

Details for Job 5

Completed Stages (2)