William Zen created CARBONDATA-98:
-------------------------------------
Summary: Met an exception when convert a large scale csv : Failed
to generate global dictionary files
Key: CARBONDATA-98
URL: https://issues.apache.org/jira/browse/CARBONDATA-98
Project: CarbonData
Issue Type: Bug
Components: carbon-spark
Affects Versions: Apache CarbonData 0.1.0-incubating
Environment: 8 machines with 64cores and 128G memory.
Reporter: William Zen
Fix For: Apache CarbonData 0.1.0-incubating
Hi, guys
Recently I try to set up an adhoc query engine with CarbonData following this
link:http://www.jianshu.com/p/99e4893065d7.
I try to convert csv file into Carbon file, unfortunately the spark cluster
throw an exception when I convert a csv with 300 million rows :
Failed to generate global dictionary files
However, when I reduce my data file to 30 million rows, everything is OK. Below
is my command, any ideas?
./bin/spark-shell --master yarn-client --jars ./carbondata/*.jar
./lib/datanucleus*.jar --num-executors 27 --executor-cores 12
--executor-memory 30G
some related logs may help, I've replace the columns' name with xxxxx
INFO 22-07 23:45:03,789 - Finished task 5.1 in stage 2.0 (TID 849) in 92511 ms
on sparkcluster-30-10.gtj (52/53)
INFO 22-07 23:47:40,082 - Finished task 13.1 in stage 2.0 (TID 848) in 250538
ms on sparkcluster-30-10.gtj (53/53)
INFO 22-07 23:47:40,082 - ResultStage 2 (collect at
GlobalDictionaryUtil.scala:483) finished in 951.679 s
INFO 22-07 23:47:40,082 - Removed TaskSet 2.0, whose tasks have all completed,
from pool
INFO 22-07 23:47:40,083 - Job 1 finished: collect at
GlobalDictionaryUtil.scala:483, took 1146.830091 s
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,087 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - table:carbondata_large_test column:xxxxx generate
global dictionary file failed
ERROR 22-07 23:47:40,088 - generate global dictionary files failed
ERROR 22-07 23:47:40,089 - generate global dictionary failed
ERROR 22-07 23:47:40,089 - main
java.lang.Exception: Failed to generate global dictionary files
at
org.carbondata.spark.util.GlobalDictionaryUtil$.org$carbondata$spark$util$GlobalDictionaryUtil$$checkStatus(GlobalDictionaryUtil.scala:441)
at
org.carbondata.spark.util.GlobalDictionaryUtil$.generateGlobalDictionary(GlobalDictionaryUtil.scala:485)
at
org.apache.spark.sql.execution.command.LoadTable.run(carbonTableSchema.scala:1144)
at
org.apache.spark.sql.execution.ExecutedCommand.sideEffectResult$lzycompute(commands.scala:58)
at
org.apache.spark.sql.execution.ExecutedCommand.sideEffectResult(commands.scala:56)
at
org.apache.spark.sql.execution.ExecutedCommand.doExecute(commands.scala:70)
at
org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$5.apply(SparkPlan.scala:132)
at
org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$5.apply(SparkPlan.scala:130)
at
org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:150)
at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:130)
at
org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:55)
at
org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:55)
at org.apache.spark.sql.DataFrame.<init>(DataFrame.scala:145)
at org.apache.spark.sql.DataFrame.<init>(DataFrame.scala:130)
at
org.carbondata.spark.rdd.CarbonDataFrameRDD.<init>(CarbonDataFrameRDD.scala:23)
at org.apache.spark.sql.CarbonContext.sql(CarbonContext.scala:109)
at
$line27.$read$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC.<init>(<console>:35)
at $line27.$read$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC.<init>(<console>:40)
at $line27.$read$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC.<init>(<console>:42)
at $line27.$read$$iwC$$iwC$$iwC$$iwC$$iwC.<init>(<console>:44)
at $line27.$read$$iwC$$iwC$$iwC$$iwC.<init>(<console>:46)
at $line27.$read$$iwC$$iwC$$iwC.<init>(<console>:48)
at $line27.$read$$iwC$$iwC.<init>(<console>:50)
at $line27.$read$$iwC.<init>(<console>:52)
at $line27.$read.<init>(<console>:54)
at $line27.$read$.<init>(<console>:58)
at $line27.$read$.<clinit>(<console>)
at $line27.$eval$.<init>(<console>:7)
at $line27.$eval$.<clinit>(<console>)
at $line27.$eval.$print(<console>)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at
org.apache.spark.repl.SparkIMain$ReadEvalPrint.call(SparkIMain.scala:1065)
at
org.apache.spark.repl.SparkIMain$Request.loadAndRun(SparkIMain.scala:1346)
at
org.apache.spark.repl.SparkIMain.loadAndRunReq$1(SparkIMain.scala:840)
at org.apache.spark.repl.SparkIMain.interpret(SparkIMain.scala:871)
at org.apache.spark.repl.SparkIMain.interpret(SparkIMain.scala:819)
at
org.apache.spark.repl.SparkILoop.reallyInterpret$1(SparkILoop.scala:857)
at
org.apache.spark.repl.SparkILoop.interpretStartingWith(SparkILoop.scala:902)
at org.apache.spark.repl.SparkILoop.command(SparkILoop.scala:814)
at org.apache.spark.repl.SparkILoop.processLine$1(SparkILoop.scala:657)
at org.apache.spark.repl.SparkILoop.innerLoop$1(SparkILoop.scala:665)
at
org.apache.spark.repl.SparkILoop.org$apache$spark$repl$SparkILoop$$loop(SparkILoop.scala:670)
at
org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply$mcZ$sp(SparkILoop.scala:997)
at
org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply(SparkILoop.scala:945)
at
org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply(SparkILoop.scala:945)
at
scala.tools.nsc.util.ScalaClassLoader$.savingContextLoader(ScalaClassLoader.scala:135)
at
org.apache.spark.repl.SparkILoop.org$apache$spark$repl$SparkILoop$$process(SparkILoop.scala:945)
at org.apache.spark.repl.SparkILoop.process(SparkILoop.scala:1059)
at org.apache.spark.repl.Main$.main(Main.scala:31)
at org.apache.spark.repl.Main.main(Main.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at
org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:731)
at
org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:181)
at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:206)
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:121)
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
AUDIT 22-07 23:47:40,092 - [sparkcluster-30-1.gtj][root][Thread-1]Dataload
failure for default.carbondata_large_test. Please check the logs
INFO 22-07 23:47:40,098 - Table MetaData Unlocked Successfully after data load
java.lang.Exception: Failed to generate global dictionary files
at
org.carbondata.spark.util.GlobalDictionaryUtil$.org$carbondata$spark$util$GlobalDictionaryUtil$$checkStatus(GlobalDictionaryUtil.scala:441)
at
org.carbondata.spark.util.GlobalDictionaryUtil$.generateGlobalDictionary(GlobalDictionaryUtil.scala:485)
at
org.apache.spark.sql.execution.command.LoadTable.run(carbonTableSchema.scala:1144)
at
org.apache.spark.sql.execution.ExecutedCommand.sideEffectResult$lzycompute(commands.scala:58)
at
org.apache.spark.sql.execution.ExecutedCommand.sideEffectResult(commands.scala:56)
at
org.apache.spark.sql.execution.ExecutedCommand.doExecute(commands.scala:70)
at
org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$5.apply(SparkPlan.scala:132)
at
org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$5.apply(SparkPlan.scala:130)
at
org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:150)
at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:130)
at
org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:55)
at
org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:55)
at org.apache.spark.sql.DataFrame.<init>(DataFrame.scala:145)
at org.apache.spark.sql.DataFrame.<init>(DataFrame.scala:130)
at
org.carbondata.spark.rdd.CarbonDataFrameRDD.<init>(CarbonDataFrameRDD.scala:23)
at org.apache.spark.sql.CarbonContext.sql(CarbonContext.scala:109)
at $iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC.<init>(<console>:35)
at $iwC$$iwC$$iwC$$iwC$$iwC$$iwC$$iwC.<init>(<console>:40)
at $iwC$$iwC$$iwC$$iwC$$iwC$$iwC.<init>(<console>:42)
at $iwC$$iwC$$iwC$$iwC$$iwC.<init>(<console>:44)
at $iwC$$iwC$$iwC$$iwC.<init>(<console>:46)
at $iwC$$iwC$$iwC.<init>(<console>:48)
at $iwC$$iwC.<init>(<console>:50)
at $iwC.<init>(<console>:52)
at <init>(<console>:54)
at .<init>(<console>:58)
at .<clinit>(<console>)
at .<init>(<console>:7)
at .<clinit>(<console>)
at $print(<console>)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at
org.apache.spark.repl.SparkIMain$ReadEvalPrint.call(SparkIMain.scala:1065)
at
org.apache.spark.repl.SparkIMain$Request.loadAndRun(SparkIMain.scala:1346)
at
org.apache.spark.repl.SparkIMain.loadAndRunReq$1(SparkIMain.scala:840)
at org.apache.spark.repl.SparkIMain.interpret(SparkIMain.scala:871)
at org.apache.spark.repl.SparkIMain.interpret(SparkIMain.scala:819)
at
org.apache.spark.repl.SparkILoop.reallyInterpret$1(SparkILoop.scala:857)
at
org.apache.spark.repl.SparkILoop.interpretStartingWith(SparkILoop.scala:902)
at org.apache.spark.repl.SparkILoop.command(SparkILoop.scala:814)
at org.apache.spark.repl.SparkILoop.processLine$1(SparkILoop.scala:657)
at org.apache.spark.repl.SparkILoop.innerLoop$1(SparkILoop.scala:665)
at
org.apache.spark.repl.SparkILoop.org$apache$spark$repl$SparkILoop$$loop(SparkILoop.scala:670)
at
org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply$mcZ$sp(SparkILoop.scala:997)
at
org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply(SparkILoop.scala:945)
at
org.apache.spark.repl.SparkILoop$$anonfun$org$apache$spark$repl$SparkILoop$$process$1.apply(SparkILoop.scala:945)
at
scala.tools.nsc.util.ScalaClassLoader$.savingContextLoader(ScalaClassLoader.scala:135)
at
org.apache.spark.repl.SparkILoop.org$apache$spark$repl$SparkILoop$$process(SparkILoop.scala:945)
at org.apache.spark.repl.SparkILoop.process(SparkILoop.scala:1059)
at org.apache.spark.repl.Main$.main(Main.scala:31)
at org.apache.spark.repl.Main.main(Main.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at
org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:731)
at
org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:181)
at org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:206)
at org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:121)
at org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
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