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Deploying a Pulsar cluster on AWS using Terraform and Ansible

For instructions on deploying a single Pulsar cluster manually rather than using Terraform and Ansible, see Deploying a Pulsar cluster on bare metal. For instructions on manually deploying a multi-cluster Pulsar instance, see Deploying a Pulsar instance on bare metal.

One of the easiest ways to get a Pulsar cluster running on Amazon Web Services (AWS) is to use the Terraform infrastructure provisioning tool and the Ansible server automation tool. Terraform can create the resources necessary for running the Pulsar cluster---EC2 instances, networking and security infrastructure, etc.---While Ansible can install and run Pulsar on the provisioned resources.

Requirements and setup​

In order to install a Pulsar cluster on AWS using Terraform and Ansible, you need to prepare the following things:

You also need to make sure that you are currently logged into your AWS account via the aws tool:


$ aws configure

Installation​

You can install Ansible on Linux or macOS using pip.


$ pip install ansible

You can install Terraform using the instructions here.

You also need to have the Terraform and Ansible configuration for Pulsar locally on your machine. You can find them in the GitHub repository of Pulsar, which you can fetch using Git commands:


$ git clone https://github.com/apache/pulsar
$ cd pulsar/deployment/terraform-ansible/aws

SSH setup​

If you already have an SSH key and want to use it, you can skip the step of generating an SSH key and update private_key_file setting in ansible.cfg file and public_key_path setting in terraform.tfvars file.

For example, if you already have a private SSH key in ~/.ssh/pulsar_aws and a public key in ~/.ssh/pulsar_aws.pub, follow the steps below:

  1. update ansible.cfg with following values:

private_key_file=~/.ssh/pulsar_aws


  1. update terraform.tfvars with following values:

public_key_path=~/.ssh/pulsar_aws.pub


In order to create the necessary AWS resources using Terraform, you need to create an SSH key. Enter the following commands to create a private SSH key in ~/.ssh/id_rsa and a public key in ~/.ssh/id_rsa.pub:


$ ssh-keygen -t rsa

Do not enter a passphrase (hit Enter instead when the prompt comes out). Enter the following command to verify that a key has been created:


$ ls ~/.ssh
id_rsa               id_rsa.pub

Create AWS resources using Terraform​

To start building AWS resources with Terraform, you need to install all Terraform dependencies. Enter the following command:


$ terraform init
# This will create a .terraform folder

After that, you can apply the default Terraform configuration by entering this command:


$ terraform apply

Then you see this prompt below:


Do you want to perform these actions?
  Terraform will perform the actions described above.
  Only 'yes' will be accepted to approve.

  Enter a value:

Type yes and hit Enter. Applying the configuration could take several minutes. When the configuration applying finishes, you can see Apply complete! along with some other information, including the number of resources created.

Apply a non-default configuration​

You can apply a non-default Terraform configuration by changing the values in the terraform.tfvars file. The following variables are available:

Variable nameDescriptionDefault
public_key_pathThe path of the public key that you have generated.~/.ssh/id_rsa.pub
regionThe AWS region in which the Pulsar cluster runsus-west-2
availability_zoneThe AWS availability zone in which the Pulsar cluster runsus-west-2a
aws_amiThe Amazon Machine Image (AMI) that the cluster usesami-9fa343e7
num_zookeeper_nodesThe number of ZooKeeper nodes in the ZooKeeper cluster3
num_bookie_nodesThe number of bookies that runs in the cluster3
num_broker_nodesThe number of Pulsar brokers that runs in the cluster2
num_proxy_nodesThe number of Pulsar proxies that runs in the cluster1
base_cidr_blockThe root CIDR that network assets uses for the cluster10.0.0.0/16
instance_typesThe EC2 instance types to be used. This variable is a map with two keys: zookeeper for the ZooKeeper instances, bookie for the BookKeeper bookies and broker and proxy for Pulsar brokers and bookiest2.small (ZooKeeper), i3.xlarge (BookKeeper) and c5.2xlarge (Brokers/Proxies)

What is installed​

When you run the Ansible playbook, the following AWS resources are used:

All EC2 instances for the cluster run in the us-west-2 region.

Fetch your Pulsar connection URL​

When you apply the Terraform configuration by entering the command terraform apply, Terraform outputs a value for the pulsar_service_url. The value should look something like this:


pulsar://pulsar-elb-1800761694.us-west-2.elb.amazonaws.com:6650

You can fetch that value at any time by entering the command terraform output pulsar_service_url or parsing the terraform.tstate file (which is JSON, even though the filename does not reflect that):


$ cat terraform.tfstate | jq .modules[0].outputs.pulsar_service_url.value

Destroy your cluster​

At any point, you can destroy all AWS resources associated with your cluster using Terraform's destroy command:


$ terraform destroy

Setup Disks​

Before you run the Pulsar playbook, you need to mount the disks to the correct directories on those bookie nodes. Since different types of machines have different disk layouts, you need to update the task defined in setup-disk.yaml file after changing the instance_types in your terraform config,

To setup disks on bookie nodes, enter this command:


$ ansible-playbook \
  --user='ec2-user' \
  --inventory=`which terraform-inventory` \
  setup-disk.yaml

After that, the disks are mounted under /mnt/journal as journal disk, and /mnt/storage as ledger disk. Remember to enter this command just only once. If you attempt to enter this command again after you have run Pulsar playbook, your disks might potentially be erased again, causing the bookies to fail to start up.

Run the Pulsar playbook​

Once you have created the necessary AWS resources using Terraform, you can install and run Pulsar on the Terraform-created EC2 instances using Ansible.

(Optional) If you want to use any built-in IO connectors , edit the Download Pulsar IO packages task in the deploy-pulsar.yaml file and uncomment the connectors you want to use.

To run the playbook, enter this command:


$ ansible-playbook \
  --user='ec2-user' \
  --inventory=`which terraform-inventory` \
  ../deploy-pulsar.yaml

If you have created a private SSH key at a location different from ~/.ssh/id_rsa, you can specify the different location using the --private-key flag in the following command:


$ ansible-playbook \
  --user='ec2-user' \
  --inventory=`which terraform-inventory` \
  --private-key="~/.ssh/some-non-default-key" \
  ../deploy-pulsar.yaml

Access the cluster​

You can now access your running Pulsar using the unique Pulsar connection URL for your cluster, which you can obtain following the instructions above.

For a quick demonstration of accessing the cluster, we can use the Python client for Pulsar and the Python shell. First, install the Pulsar Python module using pip:


$ pip install pulsar-client

Now, open up the Python shell using the python command:


$ python

Once you are in the shell, enter the following command:


>>> import pulsar
>>> client = pulsar.Client('pulsar://pulsar-elb-1800761694.us-west-2.elb.amazonaws.com:6650')
# Make sure to use your connection URL
>>> producer = client.create_producer('persistent://public/default/test-topic')
>>> producer.send('Hello world')
>>> client.close()

If all of these commands are successful, Pulsar clients can now use your cluster!

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