Install Spark 2 or Higher in Cloudera VM by Kiran Vasadi
Don't waste your time here is the solution.
SPARK 2.2 Installation Setup on Cloudera VM
Step 1: Download a quickstart_vm from the link:
Prefer a Virtual Box platform as it is easy to use, anyways all the options are available.
Size is around 5.4gb of the entire tar file. We need to provide the business email id as it won’t accept personal email ids.
Step 2: The virtual environment requires around 8gb of RAM, please allocate sufficient memory to avoid performance glitches.
Step 3: Open the terminal and switch to root user as:
su root
password: cloudera
Step 4: Cloudera provides java –version 1.7.0_67 which is old and does not match with our needs. To avoid java related exceptions, please install java with the following commands:
Downloading Java:
wget -c --header "Cookie: oraclelicense=accept-securebackup-cookie" http://download.oracle.com/otn-pub/java/jdk/8u131-b11/d54c1d3a095b4ff2b6607d096fa80163/jdk-8u131-linux-x64.tar.gz
Switch to /usr/java/ directory with “cd /usr/java/” command.
cp the java download tar file to the /usr/java/ directory.
Untar the directory with “tar zxvf jdk-8u31-linux-x64.tar.gz”
Open the profile file with the command “vi ~/.bash_profile”
export JAVA_HOME to the new java directory.
export JAVA_HOME=/usr/java/jdk1.8.0_131
Save and Exit.
In order to reflect the above change, the following command needs to be executed on the shell:
source ~/.bash_profile
The Cloudera VM provides spark 1.6 version by default. However, 1.6 API’s are old and do not match with production environments. In that case, we need to download and manually install Spark 2.2.
Switch to /opt/ directory with the command:
cd /opt/
Download spark 2 with the command:
wget https://d3kbcqa49mib13.cloudfront.net/spark-2.2.0-bin-hadoop2.7.tgz
Untar the spark tar with the following command:
tar zxvf spark-2.2.0-bin-hadoop2.7.tgz
We need to define some environment variables as default settings:
Please open a file with the following command:
vi /opt/spark-2.2.0-bin-hadoop2.7/conf/spark-env.sh
Paste the following configurations in the file:
SPARK_MASTER_IP=192.168.50.1
SPARK_EXECUTOR_MEMORY=512m
SPARK_DRIVER_MEMORY=512m
SPARK_WORKER_MEMORY=512m
SPARK_DAEMON_MEMORY=512m
Save and exit
We need to start spark with the following command:
/opt/spark-2.2.0-bin-hadoop2.7/sbin/start-all.sh
Export spark_home :
export SPARK_HOME=/opt/spark-2.2.0-bin-hadoop2.7/
Change the permissions of the directory:
chmod 777 -R /tmp/hive
Try “spark-shell”, it should work.
cheers
by kiranvasadi
kiranvasadibigdata@gmail.com
whatsapp 8977081119
No comments:
Post a Comment