Spark安装

我的安装版本是spark⑴.6.1-bin-hadoop2.6.tgz   这个版本必须要求jdk1.7或1.7以上

安装spark必须要scala⑵.11  版本支持    我安装的是scala⑵.11.8.tgz 

tg@master:/software$ tar -zxvf scala⑵.11.8.tgz 


tg@master:/software/scala⑵.11.8$ ls
bin  doc  lib  man




添加环境变量
tg@master:/$ sudo  /etc/profile


加入
export SCALA_HOME=/software/scala⑵.11.8
export PATH=$SCALA_HOME/bin:$PATH






tg@master:/$ source /etc/profile
启动scala
tg@master:/$ scala
Welcome to Scala 2.11.8 (Java HotSpot(TM) 64-Bit Server VM, Java 1.7.0_80).
Type in expressions for evaluation. Or try :help.




scala> 9*9
res0: Int = 81












安装Spark
----------------


tg@master:~$ cp ~/Desktop/spark⑴.6.1-bin-hadoop2.6.tgz  /software/
tg@master:~$ cd /software/
tg@master:/software$ ls
apache-hive⑵.0.0-bin         jdk⑺u80-linux-x64.tar.gz
apache-hive⑵.0.0-bin.tar.gz  scala⑵.11.8
hadoop⑵.6.4                  scala⑵.11.8.tgz
hadoop⑵.6.4.tar.gz           spark⑴.6.1-bin-hadoop2.6.tgz
hbase⑴.2.1                   zookeeper⑶.4.8
hbase⑴.2.1-bin.tar.gz        zookeeper⑶.4.8.tar.gz
jdk1.7.0_80
tg@master:/software$ tar -zxvf spark⑴.6.1-bin-hadoop2.6.tgz 


添加环境变量
sudo gedit /etc/profile
export SPARK_HOME=/software/spark⑴.6.1-bin-hadoop2.6
export PATH=$SPARK_HOME/bin:$PATH


source  /etc/profile


修改spark-env.sh
tg@master:~$ cd /software/spark⑴.6.1-bin-hadoop2.6/conf/
tg@master:/software/spark⑴.6.1-bin-hadoop2.6/conf$ ls
docker.properties.template  metrics.properties.template   spark-env.sh.template
fairscheduler.xml.template  slaves.template
log4j.properties.template   spark-defaults.conf.template
tg@master:/software/spark⑴.6.1-bin-hadoop2.6/conf$ cp spark-env.sh.template  spark-env.sh
tg@master:/software/spark⑴.6.1-bin-hadoop2.6/conf$ sudo gedit spark-env.sh






加入


export SCALA_HOME=/software/scala⑵.11.8
export JAVA_HOME=/software/jdk1.7.0_80


export SPARK_MASTER_IP=192.168.52.140
export SPARK_WORKER_MEMORY=512m
export master=spark://192.168.52.140:7070








修改slaves
tg@master:/software/spark⑴.6.1-bin-hadoop2.6/conf$ cp slaves.template slaves
tg@master:/software/spark⑴.6.1-bin-hadoop2.6/conf$ sudo gedit slaves




master




启动


tg@master:/software/spark⑴.6.1-bin-hadoop2.6$ sbin/start-all.sh 
starting org.apache.spark.deploy.master.Master, logging to /software/spark⑴.6.1-bin-hadoop2.6/logs/spark-tg-org.apache.spark.deploy.master.Master⑴-master.out
master: starting org.apache.spark.deploy.worker.Worker, logging to /software/spark⑴.6.1-bin-hadoop2.6/logs/spark-tg-org.apache.spark.deploy.worker.Worker⑴-master.out


jps查看进程 多了Worker，Master


tg@master:/software/hbase⑴.2.1/conf$ jps
4400 HRegionServer
3033 DataNode
5794 Jps
4793 Main
3467 ResourceManager
5652 SparkSubmit
5478 Master
3591 NodeManager
3240 SecondaryNameNode
3910 QuorumPeerMain
2911 NameNode
5567 Worker
4246 HMaster
tg@master:/software/hbase⑴.2.1/conf$ 






tg@master:/software/spark⑴.6.1-bin-hadoop2.6$ spark-shell
log4j:WARN No appenders could be found for logger (org.apache.hadoop.metrics2.lib.MutableMetricsFactory).
log4j:WARN Please initialize the log4j system properly.
log4j:WARN See http://logging.apache.org/log4j/1.2/faq.html#noconfig for more info.
Using Spark's repl log4j profile: org/apache/spark/log4j-defaults-repl.properties
To adjust logging level use sc.setLogLevel("INFO")
Welcome to
      ____              __
     / __/__  ___ _____/ /__
    _\ \/ _ \/ _ `/ __/  '_/
   /___/ .__/\_,_/_/ /_/\_\   version 1.6.1
      /_/


Using Scala version 2.10.5 (Java HotSpot(TM) 64-Bit Server VM, Java 1.7.0_80)
Type in expressions to have them evaluated.
Type :help for more information.
Spark context available as sc.
16/05/31 02:17:47 WARN Connection: BoneCP specified but not present in CLASSPATH (or one of dependencies)
16/05/31 02:17:49 WARN Connection: BoneCP specified but not present in CLASSPATH (or one of dependencies)
16/05/31 02:18:02 WARN ObjectStore: Version information not found in metastore. hive.metastore.schema.verification is not enabled so recording the schema version 1.2.0
16/05/31 02:18:03 WARN ObjectStore: Failed to get database default, returning NoSuchObjectException
16/05/31 02:18:10 WARN Connection: BoneCP specified but not present in CLASSPATH (or one of dependencies)
16/05/31 02:18:11 WARN Connection: BoneCP specified but not present in CLASSPATH (or one of dependencies)
16/05/31 02:18:19 WARN ObjectStore: Version information not found in metastore. hive.metastore.schema.verification is not enabled so recording the schema version 1.2.0
16/05/31 02:18:19 WARN ObjectStore: Failed to get database default, returning NoSuchObjectException
SQL context available as sqlContext.


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