Hi All,
In Spark 1.2.0-rc1, I have tried to set the hive.metastore.warehouse.dir to
share with the Hive warehouse location on HDFS, however, it does NOT work on
yarn-cluster mode. On the Namenode audit log, I see that spark is trying to
access the default hive warehouse location which is
/user/hive/warehouse/spark_hive_test_yarn_cluster_table as oppose to
/hive/spark_hive_test_yarn_cluster_table.
A tweaked code snippet from the example looks like this. Compiled and built,
submitted in yarn-cluster mode. (However, it works for yarn-client mode since
it can find the hive-site.xml on the driver machine. But we don't deploy
hive-site.xml to all data nodes, this is not standard to deploy all
hive-site.xml to data node, instead, it should be part of the --jars or --files
but it still fails when I do so).
import org.apache.spark.SparkContext
import org.apache.spark.SparkContext._
import org.apache.spark.SparkConf
import org.apache.spark.sql.hive.HiveContext
import org.apache.spark.sql.hive._
object SparkSQLTestCase2HiveContextYarnClusterApp {
def main(args: Array[String]) {
val conf = new SparkConf().setAppName("Spark SQL Hive Context TestCase
Application")
val sc = new SparkContext(conf)
val hiveContext = new org.apache.spark.sql.hive.HiveContext(sc)
import hiveContext._
// Set default hive warehouse that aligns with /etc/hive/conf/hive-site.xml
hiveContext.hql("SET hive.metastore.warehouse.dir=hdfs://hive")
// Create table and clean up data
hiveContext.hql("CREATE TABLE IF NOT EXISTS
spark_hive_test_yarn_cluster_table (key INT, value STRING)")
// load sample data from HDFS, need to be uploaded first
hiveContext.hql("LOAD DATA INPATH 'spark/test/resources/kv1.txt' INTO TABLE
spark_hive_test_yarn_cluster_table")
// Queries are expressed in HiveQL, use collect(), results go into memory, be
careful. This is just
// a test case. Do NOT use the following line for production, store results
to HDFS.
hiveContext.hql("FROM spark_hive_test_yarn_cluster_table SELECT key,
value").collect().foreach(println)
}
}
From: huaiyin....@gmail.com
Date: Wed, 13 Aug 2014 16:56:13 -0400
Subject: Re: Spark sql failed in yarn-cluster mode when connecting to
non-default hive database
To: linlin200...@gmail.com
CC: lian.cs....@gmail.com; user@spark.apache.org
I think the problem is that when you are using yarn-cluster mode, because the
Spark driver runs inside the application master, the hive-conf is not
accessible by the driver. Can you try to set those confs by using
hiveContext.set(...)? Or, maybe you can copy hive-site.xml to spark/conf in the
node running the application master.
On Tue, Aug 12, 2014 at 8:38 PM, Jenny Zhao <linlin200...@gmail.com> wrote:
Hi Yin,
hive-site.xml was copied to spark/conf and the same as the one under
$HIVE_HOME/conf.
through hive cli, I don't see any problem. but for spark on yarn-cluster mode,
I am not able to switch to a database other than the default one, for
Yarn-client mode, it works fine.
Thanks!
Jenny
On Tue, Aug 12, 2014 at 12:53 PM, Yin Huai <huaiyin....@gmail.com> wrote:
Hi Jenny,
Have you copied hive-site.xml to spark/conf directory? If not, can you put it
in conf/ and try again?
Thanks,
Yin
On Mon, Aug 11, 2014 at 8:57 PM, Jenny Zhao <linlin200...@gmail.com> wrote:
Thanks Yin!
here is my hive-site.xml, which I copied from $HIVE_HOME/conf, didn't
experience problem connecting to the metastore through hive. which uses DB2 as
metastore database.
<?xml version="1.0"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<!--
Licensed to the Apache Software Foundation (ASF) under one or more
contributor license agreements. See the NOTICE file distributed with
this work for additional information regarding copyright ownership.
The ASF licenses this file to You under the Apache License, Version 2.0
(the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
-->
<configuration>
<property>
<name>hive.hwi.listen.port</name>
<value>9999</value>
</property>
<property>
<name>hive.querylog.location</name>
<value>/var/ibm/biginsights/hive/query/${user.name}</value>
</property>
<property>
<name>hive.metastore.warehouse.dir</name>
<value>/biginsights/hive/warehouse</value>
</property>
<property>
<name>hive.hwi.war.file</name>
<value>lib/hive-hwi-0.12.0.war</value>
</property>
<property>
<name>hive.metastore.metrics.enabled</name>
<value>true</value>
</property>
<property>
<name>javax.jdo.option.ConnectionURL</name>
<value>jdbc:db2://hdtest022.svl.ibm.com:50001/BIDB</value>
</property>
<property>
<name>javax.jdo.option.ConnectionDriverName</name>
<value>com.ibm.db2.jcc.DB2Driver</value>
</property>
<property>
<name>hive.stats.autogather</name>
<value>false</value>
</property>
<property>
<name>javax.jdo.mapping.Schema</name>
<value>HIVE</value>
</property>
<property>
<name>javax.jdo.option.ConnectionUserName</name>
<value>catalog</value>
</property>
<property>
<name>javax.jdo.option.ConnectionPassword</name>
<value>V2pJNWMxbFlVbWhaZHowOQ==</value>
</property>
<property>
<name>hive.metastore.password.encrypt</name>
<value>true</value>
</property>
<property>
<name>org.jpox.autoCreateSchema</name>
<value>true</value>
</property>
<property>
<name>hive.server2.thrift.min.worker.threads</name>
<value>5</value>
</property>
<property>
<name>hive.server2.thrift.max.worker.threads</name>
<value>100</value>
</property>
<property>
<name>hive.server2.thrift.port</name>
<value>10000</value>
</property>
<property>
<name>hive.server2.thrift.bind.host</name>
<value>hdtest022.svl.ibm.com</value>
</property>
<property>
<name>hive.server2.authentication</name>
<value>CUSTOM</value>
</property>
<property>
<name>hive.server2.custom.authentication.class</name>
<value>org.apache.hive.service.auth.WebConsoleAuthenticationProviderImpl</value>
</property>
<property>
<name>hive.server2.enable.impersonation</name>
<value>true</value>
</property>
<property>
<name>hive.security.webconsole.url</name>
<value>http://hdtest022.svl.ibm.com:8080</value>
</property>
<property>
<name>hive.security.authorization.enabled</name>
<value>true</value>
</property>
<property>
<name>hive.security.authorization.createtable.owner.grants</name>
<value>ALL</value>
</property>
</configuration>
On Mon, Aug 11, 2014 at 4:29 PM, Yin Huai <huaiyin....@gmail.com> wrote:
Hi Jenny,
How's your metastore configured for both Hive and Spark SQL? Which metastore
mode are you using (based on
https://cwiki.apache.org/confluence/display/Hive/AdminManual+MetastoreAdmin)?
Thanks,
Yin
On Mon, Aug 11, 2014 at 6:15 PM, Jenny Zhao <linlin200...@gmail.com> wrote:
you can reproduce this issue with the following steps (assuming you have Yarn
cluster + Hive 12):
1) using hive shell, create a database, e.g: create database ttt
2) write a simple spark sql program
import org.apache.spark.{SparkConf, SparkContext}
import org.apache.spark.sql._
import org.apache.spark.sql.hive.HiveContext
object HiveSpark {
case class Record(key: Int, value: String)
def main(args: Array[String]) {
val sparkConf = new SparkConf().setAppName("HiveSpark")
val sc = new SparkContext(sparkConf)
// A hive context creates an instance of the Hive Metastore in process,
val hiveContext = new HiveContext(sc)
import hiveContext._
hql("use ttt")
hql("CREATE TABLE IF NOT EXISTS src (key INT, value STRING)")
hql("LOAD DATA INPATH '/user/biadmin/kv1.txt' INTO TABLE src")
// Queries are expressed in HiveQL
println("Result of 'SELECT *': ")
hql("SELECT * FROM src").collect.foreach(println)
sc.stop()
}
}
3) run it in yarn-cluster mode.
On Mon, Aug 11, 2014 at 9:44 AM, Cheng Lian <lian.cs....@gmail.com> wrote:
Since you were using hql(...), it’s probably not related to JDBC driver. But I
failed to reproduce this issue locally with a single node pseudo distributed
YARN cluster. Would you mind to elaborate more about steps to reproduce this
bug? Thanks
On Sun, Aug 10, 2014 at 9:36 PM, Cheng Lian <lian.cs....@gmail.com> wrote:
Hi Jenny, does this issue only happen when running Spark SQL with YARN in your
environment?
On Sat, Aug 9, 2014 at 3:56 AM, Jenny Zhao <linlin200...@gmail.com> wrote:
Hi,
I am able to run my hql query on yarn cluster mode when connecting to the
default hive metastore defined in hive-site.xml.
however, if I want to switch to a different database, like:
hql("use other-database")
it only works in yarn client mode, but failed on yarn-cluster mode with the
following stack:
14/08/08 12:09:11 INFO HiveMetaStore: 0: get_database: tt
14/08/08 12:09:11 INFO audit: ugi=biadmin ip=unknown-ip-addr
cmd=get_database: tt
14/08/08 12:09:11 ERROR RetryingHMSHandler: NoSuchObjectException(message:There
is no database named tt)
at
org.apache.hadoop.hive.metastore.ObjectStore.getMDatabase(ObjectStore.java:431)
at
org.apache.hadoop.hive.metastore.ObjectStore.getDatabase(ObjectStore.java:441)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:60)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:37)
at java.lang.reflect.Method.invoke(Method.java:611)
at
org.apache.hadoop.hive.metastore.RetryingRawStore.invoke(RetryingRawStore.java:124)
at $Proxy15.getDatabase(Unknown Source)
at
org.apache.hadoop.hive.metastore.HiveMetaStore$HMSHandler.get_database(HiveMetaStore.java:628)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:60)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:37)
at java.lang.reflect.Method.invoke(Method.java:611)
at
org.apache.hadoop.hive.metastore.RetryingHMSHandler.invoke(RetryingHMSHandler.java:103)
at $Proxy17.get_database(Unknown Source)
at
org.apache.hadoop.hive.metastore.HiveMetaStoreClient.getDatabase(HiveMetaStoreClient.java:810)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:60)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:37)
at java.lang.reflect.Method.invoke(Method.java:611)
at
org.apache.hadoop.hive.metastore.RetryingMetaStoreClient.invoke(RetryingMetaStoreClient.java:89)
at $Proxy18.getDatabase(Unknown Source)
at org.apache.hadoop.hive.ql.metadata.Hive.getDatabase(Hive.java:1139)
at
org.apache.hadoop.hive.ql.metadata.Hive.databaseExists(Hive.java:1128)
at
org.apache.hadoop.hive.ql.exec.DDLTask.switchDatabase(DDLTask.java:3479)
at org.apache.hadoop.hive.ql.exec.DDLTask.execute(DDLTask.java:237)
at org.apache.hadoop.hive.ql.exec.Task.executeTask(Task.java:151)
at
org.apache.hadoop.hive.ql.exec.TaskRunner.runSequential(TaskRunner.java:65)
at org.apache.hadoop.hive.ql.Driver.launchTask(Driver.java:1414)
at org.apache.hadoop.hive.ql.Driver.execute(Driver.java:1192)
at org.apache.hadoop.hive.ql.Driver.runInternal(Driver.java:1020)
at org.apache.hadoop.hive.ql.Driver.run(Driver.java:888)
at org.apache.spark.sql.hive.HiveContext.runHive(HiveContext.scala:208)
at
org.apache.spark.sql.hive.HiveContext.runSqlHive(HiveContext.scala:182)
at
org.apache.spark.sql.hive.HiveContext$QueryExecution.toRdd$lzycompute(HiveContext.scala:272)
at
org.apache.spark.sql.hive.HiveContext$QueryExecution.toRdd(HiveContext.scala:269)
at org.apache.spark.sql.hive.HiveContext.hiveql(HiveContext.scala:86)
at org.apache.spark.sql.hive.HiveContext.hql(HiveContext.scala:91)
at
org.apache.spark.examples.sql.hive.HiveSpark$.main(HiveSpark.scala:35)
at org.apache.spark.examples.sql.hive.HiveSpark.main(HiveSpark.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:60)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:37)
at java.lang.reflect.Method.invoke(Method.java:611)
at
org.apache.spark.deploy.yarn.ApplicationMaster$$anon$2.run(ApplicationMaster.scala:186)
14/08/08 12:09:11 ERROR DDLTask:
org.apache.hadoop.hive.ql.metadata.HiveException: Database does not exist: tt
at
org.apache.hadoop.hive.ql.exec.DDLTask.switchDatabase(DDLTask.java:3480)
at org.apache.hadoop.hive.ql.exec.DDLTask.execute(DDLTask.java:237)
at org.apache.hadoop.hive.ql.exec.Task.executeTask(Task.java:151)
at
org.apache.hadoop.hive.ql.exec.TaskRunner.runSequential(TaskRunner.java:65)
at org.apache.hadoop.hive.ql.Driver.launchTask(Driver.java:1414)
at org.apache.hadoop.hive.ql.Driver.execute(Driver.java:1192)
at org.apache.hadoop.hive.ql.Driver.runInternal(Driver.java:1020)
at org.apache.hadoop.hive.ql.Driver.run(Driver.java:888)
at org.apache.spark.sql.hive.HiveContext.runHive(HiveContext.scala:208)
at
org.apache.spark.sql.hive.HiveContext.runSqlHive(HiveContext.scala:182)
at
org.apache.spark.sql.hive.HiveContext$QueryExecution.toRdd$lzycompute(HiveContext.scala:272)
at
org.apache.spark.sql.hive.HiveContext$QueryExecution.toRdd(HiveContext.scala:269)
at org.apache.spark.sql.hive.HiveContext.hiveql(HiveContext.scala:86)
at org.apache.spark.sql.hive.HiveContext.hql(HiveContext.scala:91)
at
org.apache.spark.examples.sql.hive.HiveSpark$.main(HiveSpark.scala:35)
at org.apache.spark.examples.sql.hive.HiveSpark.main(HiveSpark.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at
sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:60)
at
sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:37)
at java.lang.reflect.Method.invoke(Method.java:611)
at
org.apache.spark.deploy.yarn.ApplicationMaster$$anon$2.run(ApplicationMaster.scala:186)
nono why is that? not sure if this is something to do with hive jdbc driver?
Thank you!
Jenny
