Setting up a stand-alone spark cluster on OpenStack

This describes how start a standalone Spark cluster on OpenStack, using two ansible playbooks. This has been tested on the FIWARE Lab cloud.

It will install spark and hdfs, and start the required services on the nodes. Please note that this is a proof-of-concept implementation, and that is is not ready for use in a production setting. Any pull requests to improve upon this to bring it closer to a production ready state are very much appreciated.

The OpenStack dynamic inventory code presented here is taken from the repository https://raw.githubusercontent.com/ansible/ansible/devel/contrib/inventory/openstack.py

How to start it?

• Clone this repository:

git clone [email protected]:flopezag/ansible_spark_openstack.git

• Create virtualenv and activate it:

virtualenv $NAME_VIRTUAL_ENV
source $NAME_VIRTUAL_ENV/bin/activate

• Install the pre-requisites:

pip install -r requirements.txt

• Download you OpenStack RC file from the OpenStack dashboard (it's available under "info" option on the top left of the FIWARE Lab Cloud Portal). Please, do not forget to fill in your password.

export OS_REGION_NAME=xxxxxx
export OS_USERNAME=xxxxx
export OS_PASSWORD=xxxxxx
export OS_AUTH_URL=http://130.206.84.8:4730/v3/
export OS_TENANT_NAME=xxxxxxx

• You have to add the following to your .openrc file

export OS_PROJECT_DOMAIN_NAME=default
export OS_USER_DOMAIN_NAME=default
export OS_IDENTITY_API_VERSION=3

• [OPTIONAL] I suggest to add the following line to it.

export PS1='(`basename \"$VIRTUAL_ENV`)[\u@FIWARE Lab \W(keystone_user)]\$ '

• Source your OpenStack RC file: source <path to rc file>. This will load information about you OpenStack Setup into your environment.
• Create a dir called files in the repo root dir and create your ssh-keys (these cannot have a password) there. This is used to enable password-less ssh access between the nodes:

mkdir files;cd files
ssh-keygen -N '' -f cloud -q

• Create the security group for spark. Since spark will start some services on random ports this will allow all tcp traffic within the security group:

openstack security group create <YOUR SEC. GROUP NAME> --description "internal security group for spark"
openstack security group rule create <YOUR SEC. GROUP NAME> --protocol tcp --dst-port 1:65535

• Create a keypair to be used in your instances:

openstack keypair create <NAME OF THE KEY PAIR> > <YOUR SSH KEY>

• Edit the setup variables to fit your setup. Open vars/main.yml and setup the variables as explained there.
• One all the variables are in place you should now be able to create your instances:

ansible-playbook -i localhost_inventory --private-key=<YOUR SSH KEY> create_spark_cloud_playbook.yml

• Then install spark on the nodes (I have noticed that sometimes it takes a while for the ssh-server on the nodes to start, therefore if you get an initial ssh-error, wait a few minutes and try again).

ansible-playbook -i openstack_inventory.py --user=ubuntu --private-key=<YOUR SSH KEY>  deploy_spark_playbook.yml

• Once this has finished successfully your spark cluster should be up and running! ssh into the spark-master node and try your new Spark cluster it by kicking of a shell. Now you're ready to enter into the Spark world. Have fun!

spark-shell --master spark://spark-master:7077 --executor-memory 2G

or you cah see the web interface in the following IP

http://<master IP>:8080/

Tips

If you don't want to open the web-facing ports you can use ssh-forwarding to reach the web-interfaces, e.g.

ssh -L 8080:spark-master:8080 -i <your key> ubuntu@<spark-master-ip>

Licence

MIT

Acknowledgements

• Mikael Huss (@hussius) for sharing his insights on Spark and collaborating with me on this.
• Zeeshan Ali Shah (@zeeshanali) for helping me get going with OpenStack.
• Johan Dahlberg starting point of this job.