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Spark/Hadoop/Zeppelin Upgrade(1)
1 Install JDK1.8 Manually
> wget --no-cookies --no-check-certificate --header "Cookie: gpw_e24=http%3A%2F%2Fwww.oracle.com%2F; oraclelicense=accept-securebackup-cookie" "http://download.oracle.com/otn-pub/java/jdk/8u77-b03/jdk-8u77-linux-x64.tar.gz"
Unzip and place it in right place. Add bin to PATH.
> java -version
java version "1.8.0_77"
2 MAVEN Installation
http://sillycat.iteye.com/blog/2193762
> wget http://apache.arvixe.com/maven/maven-3/3.3.9/binaries/apache-maven-3.3.9-bin.tar.gz
Unzip and place it in the right place, add bin to PATH
> mvn --version
Apache Maven 3.3.9 (bb52d8502b132ec0a5a3f4c09453c07478323dc5; 2015-11-10T10:41:47-06:00)
Maven home: /opt/maven
Java version: 1.8.0_77, vendor: Oracle Corporation
3 Protoc Installation
> git clone https://github.com/google/protobuf.git
> sudo apt-get install unzip
> sudo apt-get install autoconf
> sudo apt-get install build-essential libtool
configure make and make install, adding to the PATH.
> protoc --version
libprotoc 3.0.0
Error Exception:
'libprotoc 3.0.0', expected version is '2.5.0'
Solution:
Switch to 2.5.0
> git checkout tags/v2.5.0
> ./autogen.sh
> ./configure --prefix=/home/carl/tool/protobuf-2.5.0
> protoc --version
libprotoc 2.5.0
4 HADOOP Installation
> wget http://mirrors.ibiblio.org/apache/hadoop/common/hadoop-2.7.2/hadoop-2.7.2-src.tar.gz
> mvn package -Pdist,native -DskipTests -Dtar
Error Message:
Cannot run program "cmake"
Solution:
> sudo apt-get install cmake
Error Message:
An Ant BuildException has occured: exec returned: 1
Solution:
Try to get more detail
> mvn package -Pdist,native -DskipTests -Dtar -e
> mvn package -Pdist,native -DskipTests -Dtar -X
> sudo apt-get install zlib1g-dev
> sudo apt-get install libssl-dev
But it is not working.
So, switch to use the binary instead.
> wget http://apache.mirrors.tds.net/hadoop/common/hadoop-2.7.2/hadoop-2.7.2.tar.gz
http://sillycat.iteye.com/blog/2193762
http://sillycat.iteye.com/blog/2090186
Configure the JAVA_HOME
export JAVA_HOME="/opt/jdk"
PATH="/opt/hadoop/bin:$PATH"
Format the node with command
> hdfs namenode -format
Set up SSH on ubuntu-master, ubuntu-dev1, ubuntu-dev2
> ssh-keygen -t rsa
> cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
Find the configuration file /opt/hadoop/etc/hadoop/hadoop-env.sh
export JAVA_HOME="/opt/jdk"
Follow documents and make the configurations.
http://sillycat.iteye.com/blog/2090186
Command to start DFS
> sbin/start-dfs.sh
Error Message:
java.io.IOException: Incorrect configuration: namenode address dfs.namenode.servicerpc-address or dfs.namenode.rpc-address is not configured.
at org.apache.hadoop.hdfs.DFSUtil.getNNServiceRpcAddressesForCluster(DFSUtil.java:875)
at org.apache.hadoop.hdfs.server.datanode.BlockPoolManager.refreshNamenodes(BlockPoolManager.java:155)
at org.apache.hadoop.hdfs.server.datanode.DataNode.startDataNode(DataNode.java:1125)
at org.apache.hadoop.hdfs.server.datanode.DataNode.<init>(DataNode.java:428)
at org.apache.hadoop.hdfs.server.datanode.DataNode.makeInstance(DataNode.java:2370)
at org.apache.hadoop.hdfs.server.datanode.DataNode.instantiateDataNode(DataNode.java:2257)
at org.apache.hadoop.hdfs.server.datanode.DataNode.createDataNode(DataNode.java:2304)
at org.apache.hadoop.hdfs.server.datanode.DataNode.secureMain(DataNode.java:2481)
at org.apache.hadoop.hdfs.server.datanode.DataNode.main(DataNode.java:2505)
Solution:
Configure the same xml in master as well.
Change the slaves file to point to ubuntu-dev1 and ubuntu-dev2.
Error Message:
2016-03-28 13:31:14,371 WARN org.apache.hadoop.hdfs.server.namenode.FSNamesystem: Encountered exception loading fsimage
org.apache.hadoop.hdfs.server.common.InconsistentFSStateException: Directory /home/carl/tool/hadoop-2.7.2/dfs/name is in an inconsistent state: storage directory doe
s not exist or is not accessible.
at org.apache.hadoop.hdfs.server.namenode.FSImage.recoverStorageDirs(FSImage.java:327)
at org.apache.hadoop.hdfs.server.namenode.FSImage.recoverTransitionRead(FSImage.java:215)
at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.loadFSImage(FSNamesystem.java:975)
at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.loadFromDisk(FSNamesystem.java:681)
at org.apache.hadoop.hdfs.server.namenode.NameNode.loadNamesystem(NameNode.java:584)
Solution:
Make sure we have have the DFS directory
> mkdir -p /opt/hadoop/dfs/data
> mkdir -p /opt/hadoop/dfs/name
Check if the DFS is running
> jps
2038 SecondaryNameNode
1816 NameNode
2169 Jps
Visit the console page:
http://ubuntu-master:50070/dfshealth.html#tab-overview
Error Message:
2016-03-28 14:20:16,180 WARN org.apache.hadoop.hdfs.server.datanode.DataNode: Problem connecting to server: ubuntu-master/192.168.56.104:9000
2016-03-28 14:20:22,183 INFO org.apache.hadoop.ipc.Client: Retrying connect to server: ubuntu-master/192.168.56.104:9000. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)
> telnet ubuntu-master 9000
Trying 192.168.56.104...
telnet: Unable to connect to remote host: Connection refused
Solution:
I can talent that on ubuntu-master, but not on ubuntu-dev1 and ubuntu-dev2. I guess it is firewall problem.
>sudo ufw disable
Firewall stopped and disabled on system startup
Then I also delete the IPV6 related things in /etc/hosts.
> cat /etc/hosts
127.0.0.1 localhost
127.0.1.1 ubuntu-dev2.ec2.internal
192.168.56.104 ubuntu-master
192.168.56.105 ubuntu-dev1
192.168.56.106 ubuntu-dev2
192.168.56.107 ubuntu-build
Start YARN cluster
> sbin/start-yarn.sh
http://ubuntu-master:8088/cluster
5 Spark Installation
http://sillycat.iteye.com/blog/2103457
download the latest spark version
> wget http://mirror.nexcess.net/apache/spark/spark-1.6.1/spark-1.6.1-bin-without-hadoop.tgz
Unzip and place in the right place.
http://spark.apache.org/docs/latest/running-on-yarn.html
> cat conf/spark-env.sh
HADOOP_CONF_DIR=/opt/hadoop/etc/hadoop
We can Build Spark
http://spark.apache.org/docs/latest/building-spark.html
> build/mvn -Pyarn -Phadoop-2.7 -Dhadoop.version=2.7.2 -Phive -DskipTests clean package
[WARNING] The requested profile "hadoop-2.7" could not be activated because it does not exist.
That means we need to use hadoop 2.6.4
6 Install NodeJS
http://sillycat.iteye.com/blog/2284695
> wget https://nodejs.org/dist/v4.4.0/node-v4.4.0.tar.gz
> sudo ln -s /home/carl/tool/node-v4.4.0 /opt/node-v4.4.0
7 Zeppelin Installation
http://sillycat.iteye.com/blog/2216604
http://sillycat.iteye.com/blog/2223622
http://sillycat.iteye.com/blog/2242559
Check git version
> git --version
git version 1.9.1
Java Version
> java -version
java version "1.8.0_77"
Check nodeJS version
> node --version && npm --version
v4.4.0
2.14.20
Install dependencies
> sudo apt-get install libfontconfig
Check MAVEN
> mvn --version
Apache Maven 3.3.9 (bb52d8502b132ec0a5a3f4c09453c07478323dc5; 2015-11-10T10:41:47-06:00)
Add MAVEN parameters
export MAVEN_OPTS="-Xmx2g -XX:MaxPermSize=1024m"
> mvn clean package -DskipTests -Pspark-1.6 -Dspark.version=1.6.1 -Phadoop-2.6 -Dhadoop.version=2.6.
References:
http://sillycat.iteye.com/blog/2244147
http://sillycat.iteye.com/blog/2193762
zeppelin
https://github.com/apache/incubator-zeppelin/blob/master/README.md
1 Install JDK1.8 Manually
> wget --no-cookies --no-check-certificate --header "Cookie: gpw_e24=http%3A%2F%2Fwww.oracle.com%2F; oraclelicense=accept-securebackup-cookie" "http://download.oracle.com/otn-pub/java/jdk/8u77-b03/jdk-8u77-linux-x64.tar.gz"
Unzip and place it in right place. Add bin to PATH.
> java -version
java version "1.8.0_77"
2 MAVEN Installation
http://sillycat.iteye.com/blog/2193762
> wget http://apache.arvixe.com/maven/maven-3/3.3.9/binaries/apache-maven-3.3.9-bin.tar.gz
Unzip and place it in the right place, add bin to PATH
> mvn --version
Apache Maven 3.3.9 (bb52d8502b132ec0a5a3f4c09453c07478323dc5; 2015-11-10T10:41:47-06:00)
Maven home: /opt/maven
Java version: 1.8.0_77, vendor: Oracle Corporation
3 Protoc Installation
> git clone https://github.com/google/protobuf.git
> sudo apt-get install unzip
> sudo apt-get install autoconf
> sudo apt-get install build-essential libtool
configure make and make install, adding to the PATH.
> protoc --version
libprotoc 3.0.0
Error Exception:
'libprotoc 3.0.0', expected version is '2.5.0'
Solution:
Switch to 2.5.0
> git checkout tags/v2.5.0
> ./autogen.sh
> ./configure --prefix=/home/carl/tool/protobuf-2.5.0
> protoc --version
libprotoc 2.5.0
4 HADOOP Installation
> wget http://mirrors.ibiblio.org/apache/hadoop/common/hadoop-2.7.2/hadoop-2.7.2-src.tar.gz
> mvn package -Pdist,native -DskipTests -Dtar
Error Message:
Cannot run program "cmake"
Solution:
> sudo apt-get install cmake
Error Message:
An Ant BuildException has occured: exec returned: 1
Solution:
Try to get more detail
> mvn package -Pdist,native -DskipTests -Dtar -e
> mvn package -Pdist,native -DskipTests -Dtar -X
> sudo apt-get install zlib1g-dev
> sudo apt-get install libssl-dev
But it is not working.
So, switch to use the binary instead.
> wget http://apache.mirrors.tds.net/hadoop/common/hadoop-2.7.2/hadoop-2.7.2.tar.gz
http://sillycat.iteye.com/blog/2193762
http://sillycat.iteye.com/blog/2090186
Configure the JAVA_HOME
export JAVA_HOME="/opt/jdk"
PATH="/opt/hadoop/bin:$PATH"
Format the node with command
> hdfs namenode -format
Set up SSH on ubuntu-master, ubuntu-dev1, ubuntu-dev2
> ssh-keygen -t rsa
> cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
Find the configuration file /opt/hadoop/etc/hadoop/hadoop-env.sh
export JAVA_HOME="/opt/jdk"
Follow documents and make the configurations.
http://sillycat.iteye.com/blog/2090186
Command to start DFS
> sbin/start-dfs.sh
Error Message:
java.io.IOException: Incorrect configuration: namenode address dfs.namenode.servicerpc-address or dfs.namenode.rpc-address is not configured.
at org.apache.hadoop.hdfs.DFSUtil.getNNServiceRpcAddressesForCluster(DFSUtil.java:875)
at org.apache.hadoop.hdfs.server.datanode.BlockPoolManager.refreshNamenodes(BlockPoolManager.java:155)
at org.apache.hadoop.hdfs.server.datanode.DataNode.startDataNode(DataNode.java:1125)
at org.apache.hadoop.hdfs.server.datanode.DataNode.<init>(DataNode.java:428)
at org.apache.hadoop.hdfs.server.datanode.DataNode.makeInstance(DataNode.java:2370)
at org.apache.hadoop.hdfs.server.datanode.DataNode.instantiateDataNode(DataNode.java:2257)
at org.apache.hadoop.hdfs.server.datanode.DataNode.createDataNode(DataNode.java:2304)
at org.apache.hadoop.hdfs.server.datanode.DataNode.secureMain(DataNode.java:2481)
at org.apache.hadoop.hdfs.server.datanode.DataNode.main(DataNode.java:2505)
Solution:
Configure the same xml in master as well.
Change the slaves file to point to ubuntu-dev1 and ubuntu-dev2.
Error Message:
2016-03-28 13:31:14,371 WARN org.apache.hadoop.hdfs.server.namenode.FSNamesystem: Encountered exception loading fsimage
org.apache.hadoop.hdfs.server.common.InconsistentFSStateException: Directory /home/carl/tool/hadoop-2.7.2/dfs/name is in an inconsistent state: storage directory doe
s not exist or is not accessible.
at org.apache.hadoop.hdfs.server.namenode.FSImage.recoverStorageDirs(FSImage.java:327)
at org.apache.hadoop.hdfs.server.namenode.FSImage.recoverTransitionRead(FSImage.java:215)
at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.loadFSImage(FSNamesystem.java:975)
at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.loadFromDisk(FSNamesystem.java:681)
at org.apache.hadoop.hdfs.server.namenode.NameNode.loadNamesystem(NameNode.java:584)
Solution:
Make sure we have have the DFS directory
> mkdir -p /opt/hadoop/dfs/data
> mkdir -p /opt/hadoop/dfs/name
Check if the DFS is running
> jps
2038 SecondaryNameNode
1816 NameNode
2169 Jps
Visit the console page:
http://ubuntu-master:50070/dfshealth.html#tab-overview
Error Message:
2016-03-28 14:20:16,180 WARN org.apache.hadoop.hdfs.server.datanode.DataNode: Problem connecting to server: ubuntu-master/192.168.56.104:9000
2016-03-28 14:20:22,183 INFO org.apache.hadoop.ipc.Client: Retrying connect to server: ubuntu-master/192.168.56.104:9000. Already tried 0 time(s); retry policy is RetryUpToMaximumCountWithFixedSleep(maxRetries=10, sleepTime=1000 MILLISECONDS)
> telnet ubuntu-master 9000
Trying 192.168.56.104...
telnet: Unable to connect to remote host: Connection refused
Solution:
I can talent that on ubuntu-master, but not on ubuntu-dev1 and ubuntu-dev2. I guess it is firewall problem.
>sudo ufw disable
Firewall stopped and disabled on system startup
Then I also delete the IPV6 related things in /etc/hosts.
> cat /etc/hosts
127.0.0.1 localhost
127.0.1.1 ubuntu-dev2.ec2.internal
192.168.56.104 ubuntu-master
192.168.56.105 ubuntu-dev1
192.168.56.106 ubuntu-dev2
192.168.56.107 ubuntu-build
Start YARN cluster
> sbin/start-yarn.sh
http://ubuntu-master:8088/cluster
5 Spark Installation
http://sillycat.iteye.com/blog/2103457
download the latest spark version
> wget http://mirror.nexcess.net/apache/spark/spark-1.6.1/spark-1.6.1-bin-without-hadoop.tgz
Unzip and place in the right place.
http://spark.apache.org/docs/latest/running-on-yarn.html
> cat conf/spark-env.sh
HADOOP_CONF_DIR=/opt/hadoop/etc/hadoop
We can Build Spark
http://spark.apache.org/docs/latest/building-spark.html
> build/mvn -Pyarn -Phadoop-2.7 -Dhadoop.version=2.7.2 -Phive -DskipTests clean package
[WARNING] The requested profile "hadoop-2.7" could not be activated because it does not exist.
That means we need to use hadoop 2.6.4
6 Install NodeJS
http://sillycat.iteye.com/blog/2284695
> wget https://nodejs.org/dist/v4.4.0/node-v4.4.0.tar.gz
> sudo ln -s /home/carl/tool/node-v4.4.0 /opt/node-v4.4.0
7 Zeppelin Installation
http://sillycat.iteye.com/blog/2216604
http://sillycat.iteye.com/blog/2223622
http://sillycat.iteye.com/blog/2242559
Check git version
> git --version
git version 1.9.1
Java Version
> java -version
java version "1.8.0_77"
Check nodeJS version
> node --version && npm --version
v4.4.0
2.14.20
Install dependencies
> sudo apt-get install libfontconfig
Check MAVEN
> mvn --version
Apache Maven 3.3.9 (bb52d8502b132ec0a5a3f4c09453c07478323dc5; 2015-11-10T10:41:47-06:00)
Add MAVEN parameters
export MAVEN_OPTS="-Xmx2g -XX:MaxPermSize=1024m"
> mvn clean package -DskipTests -Pspark-1.6 -Dspark.version=1.6.1 -Phadoop-2.6 -Dhadoop.version=2.6.
References:
http://sillycat.iteye.com/blog/2244147
http://sillycat.iteye.com/blog/2193762
zeppelin
https://github.com/apache/incubator-zeppelin/blob/master/README.md
发表评论
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Stop Update Here
2020-04-28 09:00 316I will stop update here, and mo ... -
NodeJS12 and Zlib
2020-04-01 07:44 475NodeJS12 and Zlib It works as ... -
Docker Swarm 2020(2)Docker Swarm and Portainer
2020-03-31 23:18 368Docker Swarm 2020(2)Docker Swar ... -
Docker Swarm 2020(1)Simply Install and Use Swarm
2020-03-31 07:58 369Docker Swarm 2020(1)Simply Inst ... -
Traefik 2020(1)Introduction and Installation
2020-03-29 13:52 336Traefik 2020(1)Introduction and ... -
Portainer 2020(4)Deploy Nginx and Others
2020-03-20 12:06 431Portainer 2020(4)Deploy Nginx a ... -
Private Registry 2020(1)No auth in registry Nginx AUTH for UI
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Docker Compose 2020(1)Installation and Basic
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VPN Server 2020(2)Docker on CentOS in Ubuntu
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Buffer in NodeJS 12 and NodeJS 8
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NodeJS ENV Similar to JENV and PyENV
2020-02-25 05:14 478NodeJS ENV Similar to JENV and ... -
Prometheus HA 2020(3)AlertManager Cluster
2020-02-24 01:47 423Prometheus HA 2020(3)AlertManag ... -
Serverless with NodeJS and TencentCloud 2020(5)CRON and Settings
2020-02-24 01:46 337Serverless with NodeJS and Tenc ... -
GraphQL 2019(3)Connect to MySQL
2020-02-24 01:48 247GraphQL 2019(3)Connect to MySQL ... -
GraphQL 2019(2)GraphQL and Deploy to Tencent Cloud
2020-02-24 01:48 451GraphQL 2019(2)GraphQL and Depl ... -
GraphQL 2019(1)Apollo Basic
2020-02-19 01:36 328GraphQL 2019(1)Apollo Basic Cl ... -
Serverless with NodeJS and TencentCloud 2020(4)Multiple Handlers and Running wit
2020-02-19 01:19 314Serverless with NodeJS and Tenc ... -
Serverless with NodeJS and TencentCloud 2020(3)Build Tree and Traverse Tree
2020-02-19 01:19 318Serverless with NodeJS and Tenc ... -
Serverless with NodeJS and TencentCloud 2020(2)Trigger SCF in SCF
2020-02-19 01:18 294Serverless with NodeJS and Tenc ... -
Serverless with NodeJS and TencentCloud 2020(1)Running with Component
2020-02-19 01:17 312Serverless with NodeJS and Tenc ...
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hadoop安装与配置 hadoop安装与配置 Hadoop的安装与配置可以分成几个主要步骤: 1. 安装Java 2. 下载Hadoop 3. 配置Hadoop ...编辑/usr/local/hadoop/etc/hadoop/hadoop-env.sh,设置JAVA_HOME: export JAVA_H
经过多次反复试验,完全可用的hadoop配置,有0.19的版本,也有0.20的版本。并且有脚本可以在两个版本之间...vi hadoop/conf/core-site.xml <name>hadoop.tmp.dir</name> <value>/data/hadoop_tmp</value> 祝好运!
1. Hadoop生态系统的介绍,包括HDFS、MapReduce、YARN等核心组件的工作原理和配置。 2. Spark 2.0的安装、配置、编程模型,如RDD、DataFrame和DataSet,以及Spark SQL的使用。 3. Python在大数据处理中的应用,包括...
1. **Hadoop作为数据源**:Spark可以通过Hadoop的API读取HDFS上的数据,使用`sc.textFile()`等方法。 2. **配置Hadoop依赖**:在Spark应用中,需要包含Hadoop的相关jar包,确保Spark能与Hadoop通信。 3. **使用Spark...