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From ÐΞ€ρ@Ҝ (๏̯͡๏) <deepuj...@gmail.com>
Subject Re: Unable to Hive program from Spark Programming Guide (OutOfMemoryError)
Date Thu, 26 Mar 2015 02:24:55 GMT
Can someone please respond to this ?

On Wed, Mar 25, 2015 at 11:18 PM, ÐΞ€ρ@Ҝ (๏̯͡๏) <deepujain@gmail.com> wrote:

> http://spark.apache.org/docs/1.3.0/sql-programming-guide.html#hive-tables
>
>
>
> I modified the Hive query but run into same error. (
> http://spark.apache.org/docs/1.3.0/sql-programming-guide.html#hive-tables)
>
>
>     val sqlContext = new org.apache.spark.sql.hive.HiveContext(sc)
>     sqlContext.sql("CREATE TABLE IF NOT EXISTS src_spark (key INT, value
> STRING)")
>     sqlContext.sql("LOAD DATA LOCAL INPATH
> 'examples/src/main/resources/kv1.txt' INTO TABLE src")
>
>     // Queries are expressed in HiveQL
>     sqlContext.sql("FROM src SELECT key, value").collect().foreach(println)
>
>
>
> Command
>
> ./bin/spark-submit -v --master yarn-cluster --jars
> /home/dvasthimal/spark1.3/spark-avro_2.10-1.0.0.jar,/home/dvasthimal/spark1.3/spark-1.3.0-bin-hadoop2.4/lib/datanucleus-api-jdo-3.2.6.jar,/home/dvasthimal/spark1.3/spark-1.3.0-bin-hadoop2.4/lib/datanucleus-core-3.2.10.jar,/home/dvasthimal/spark1.3/spark-1.3.0-bin-hadoop2.4/lib/datanucleus-rdbms-3.2.9.jar
> --num-executors 3 --driver-memory 8g --executor-memory 2g --executor-cores
> 1 --queue hdmi-express --class com.ebay.ep.poc.spark.reporting.SparkApp
> spark_reporting-1.0-SNAPSHOT.jar startDate=2015-02-16 endDate=2015-02-16
> input=/user/dvasthimal/epdatasets/successdetail1/part-r-00000.avro
> subcommand=successevents2 output=/user/dvasthimal/epdatasets/successdetail2
>
>
> Input
>
> -sh-4.1$ ls -l examples/src/main/resources/kv1.txt
> -rw-r--r-- 1 dvasthimal gid-dvasthimal 5812 Mar  5 17:31
> examples/src/main/resources/kv1.txt
> -sh-4.1$ head examples/src/main/resources/kv1.txt
> 238val_238
> 86val_86
> 311val_311
> 27val_27
> 165val_165
> 409val_409
> 255val_255
> 278val_278
> 98val_98
> 484val_484
> -sh-4.1$
>
> Log
>
> /apache/hadoop/bin/yarn logs -applicationId application_1426715280024_82757
>
> …
> …
> …
>
>
> 15/03/25 07:52:44 INFO metastore.HiveMetaStore: No user is added in admin
> role, since config is empty
> 15/03/25 07:52:44 INFO session.SessionState: No Tez session required at
> this point. hive.execution.engine=mr.
> 15/03/25 07:52:47 INFO parse.ParseDriver: Parsing command: CREATE TABLE IF
> NOT EXISTS src_spark (key INT, value STRING)
> 15/03/25 07:52:47 INFO parse.ParseDriver: Parse Completed
> 15/03/25 07:52:48 INFO log.PerfLogger: <PERFLOG method=Driver.run
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO log.PerfLogger: <PERFLOG method=TimeToSubmit
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO ql.Driver: Concurrency mode is disabled, not
> creating a lock manager
> 15/03/25 07:52:48 INFO log.PerfLogger: <PERFLOG method=compile
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO log.PerfLogger: <PERFLOG method=parse
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO parse.ParseDriver: Parsing command: CREATE TABLE IF
> NOT EXISTS src_spark (key INT, value STRING)
> 15/03/25 07:52:48 INFO parse.ParseDriver: Parse Completed
> 15/03/25 07:52:48 INFO log.PerfLogger: </PERFLOG method=parse
> start=1427295168392 end=1427295168393 duration=1
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO log.PerfLogger: <PERFLOG method=semanticAnalyze
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO parse.SemanticAnalyzer: Starting Semantic Analysis
> 15/03/25 07:52:48 INFO parse.SemanticAnalyzer: Creating table src_spark
> position=27
> 15/03/25 07:52:48 INFO metastore.HiveMetaStore: 0: get_table : db=default
> tbl=src_spark
> 15/03/25 07:52:48 INFO HiveMetaStore.audit: ugi=dvasthimal
> ip=unknown-ip-addr cmd=get_table : db=default tbl=src_spark
> 15/03/25 07:52:48 INFO metastore.HiveMetaStore: 0: get_database: default
> 15/03/25 07:52:48 INFO HiveMetaStore.audit: ugi=dvasthimal
> ip=unknown-ip-addr cmd=get_database: default
> 15/03/25 07:52:48 INFO ql.Driver: Semantic Analysis Completed
> 15/03/25 07:52:48 INFO log.PerfLogger: </PERFLOG method=semanticAnalyze
> start=1427295168393 end=1427295168595 duration=202
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO ql.Driver: Returning Hive schema:
> Schema(fieldSchemas:null, properties:null)
> 15/03/25 07:52:48 INFO log.PerfLogger: </PERFLOG method=compile
> start=1427295168352 end=1427295168607 duration=255
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO log.PerfLogger: <PERFLOG method=Driver.execute
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO ql.Driver: Starting command: CREATE TABLE IF NOT
> EXISTS src_spark (key INT, value STRING)
> 15/03/25 07:52:48 INFO log.PerfLogger: </PERFLOG method=TimeToSubmit
> start=1427295168349 end=1427295168625 duration=276
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO log.PerfLogger: <PERFLOG method=runTasks
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:48 INFO log.PerfLogger: <PERFLOG method=task.DDL.Stage-0
> from=org.apache.hadoop.hive.ql.Driver>
> 15/03/25 07:52:51 INFO exec.DDLTask: Default to LazySimpleSerDe for table
> src_spark
> 15/03/25 07:52:52 INFO metastore.HiveMetaStore: 0: create_table:
> Table(tableName:src_spark, dbName:default, owner:dvasthimal, createTime:
> 1427295171, lastAccessTime:0, retention:0,
> sd:StorageDescriptor(cols:[FieldSchema(name:key, type:int, comment:null),
> FieldSchema(name:value, type:string, comment:null)], location:null,
> inputFormat:org.apache.hadoop.mapred.TextInputFormat,
> outputFormat:org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat,
> compressed:false, numBuckets:-1, serdeInfo:SerDeInfo(name:null,
> serializationLib:org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe,
> parameters:{serialization.format=1}), bucketCols:[], sortCols:[],
> parameters:{}, skewedInfo:SkewedInfo(skewedColNames:[], skewedColValues:[],
> skewedColValueLocationMaps:{}), storedAsSubDirectories:false),
> partitionKeys:[], parameters:{}, viewOriginalText:null,
> viewExpandedText:null, tableType:MANAGED_TABLE)
> 15/03/25 07:52:52 INFO HiveMetaStore.audit: ugi=dvasthimal
> ip=unknown-ip-addr cmd=create_table: Table(tableName:src_spark,
> dbName:default, owner:dvasthimal, createTime:1427295171,
> lastAccessTime:0, retention:0,
> sd:StorageDescriptor(cols:[FieldSchema(name:key, type:int, comment:null),
> FieldSchema(name:value, type:string, comment:null)], location:null,
> inputFormat:org.apache.hadoop.mapred.TextInputFormat,
> outputFormat:org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat,
> compressed:false, numBuckets:-1, serdeInfo:SerDeInfo(name:null,
> serializationLib:org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe,
> parameters:{serialization.format=1}), bucketCols:[], sortCols:[],
> parameters:{}, skewedInfo:SkewedInfo(skewedColNames:[], skewedColValues:[],
> skewedColValueLocationMaps:{}), storedAsSubDirectories:false),
> partitionKeys:[], parameters:{}, viewOriginalText:null,
> viewExpandedText:null, tableType:MANAGED_TABLE)
> 15/03/25 07:52:55 INFO log.PerfLogger: </PERFLOG method=Driver.execute
> start=1427295168607 end=1427295175852 duration=7245
> from=org.apache.hadoop.hive.ql.Driver>
> Exception in thread "Driver"
> Exception: java.lang.OutOfMemoryError thrown from the
> UncaughtExceptionHandler in thread "Driver"
>
> LogType: stdout
> LogLength: 0
> Log Contents:
>
>
>
> hive> describe src_spark;
> FAILED: SemanticException [Error 10001]: Table not found src_spark
> hive>
>
>
>
> Any suggestions ?
>
>
> I tried with 10g, 12g and 14g (max) for driver memory, but i still see the
> OutOfMemory exception.
>
> Please suggest
>
> --
> Deepak
>
>


-- 
Deepak

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