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From ÐΞ€ρ@Ҝ (๏̯͡๏) <deepuj...@gmail.com>
Subject Unable to Hive program from Spark Programming Guide (OutOfMemoryError)
Date Wed, 25 Mar 2015 17:48:06 GMT
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

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