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content="2"></li></ul></nav><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Deploy a Pulsar cluster on AWS using Terraform and Ansible</h1></header><blockquote><p>For instructions on deploying a single Pulsar cluster manually rather than using Terraform and Ansible, see <a href="/docs/3.1.x/deploy-bare-metal/">Deploying a Pulsar cluster on bare metal</a>. For instructions on manually deploying a multi-cluster Pulsar instance, see <a href="/docs/3.1.x/deploy-bare-metal-multi-cluster/">Deploying a Pulsar instance on bare metal</a>.</p></blockquote><p>One of the easiest ways to get a Pulsar <a href="/docs/3.1.x/reference-terminology/#cluster">cluster</a> running on <a href="https://aws.amazon.com/" target="_blank" rel="noopener noreferrer">Amazon Web Services</a> (AWS) is to use the <a href="https://terraform.io" target="_blank" rel="noopener noreferrer">Terraform</a> infrastructure provisioning tool and the <a href="https://www.ansible.com" target="_blank" rel="noopener noreferrer">Ansible</a> server automation tool. Terraform can create the resources necessary for running the Pulsar cluster---<a href="https://aws.amazon.com/ec2/" target="_blank" rel="noopener noreferrer">EC2</a> instances, networking and security infrastructure, etc.---While Ansible can install and run Pulsar on the provisioned resources.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="requirements-and-setup">Requirements and setup<a href="#requirements-and-setup" class="hash-link" aria-label="Direct link to Requirements and setup" title="Direct link to Requirements and setup"></a></h2><p>To install a Pulsar cluster on AWS using Terraform and Ansible, you need to prepare the following things:</p><ul><li>An <a href="https://aws.amazon.com/account/" target="_blank" rel="noopener noreferrer">AWS account</a> and the <a href="https://aws.amazon.com/cli/" target="_blank" rel="noopener noreferrer"><code>aws</code></a> command-line tool</li><li>Python and <a href="https://pip.pypa.io/en/stable/" target="_blank" rel="noopener noreferrer">pip</a></li><li>The <a href="https://github.com/adammck/terraform-inventory" target="_blank" rel="noopener noreferrer"><code>terraform-inventory</code></a> tool, which enables Ansible to use Terraform artifacts</li></ul><p>You also need to make sure that you are currently logged into your AWS account via the <code>aws</code> tool:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">aws configure</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="installation">Installation<a href="#installation" class="hash-link" aria-label="Direct link to Installation" title="Direct link to Installation"></a></h2><p>You can install Ansible on Linux or macOS using pip.</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">pip </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> ansible</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can install Terraform using the instructions <a href="https://learn.hashicorp.com/tutorials/terraform/install-cli" target="_blank" rel="noopener noreferrer">here</a>.</p><p>You also need to have the Terraform and Ansible configuration for Pulsar locally on your machine. You can find them in the <a href="https://github.com/apache/pulsar" target="_blank" rel="noopener noreferrer">GitHub repository</a> of Pulsar, which you can fetch using Git commands:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/pulsar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> pulsar/deployment/terraform-ansible/aws</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="ssh-setup">SSH setup<a href="#ssh-setup" class="hash-link" aria-label="Direct link to SSH setup" title="Direct link to SSH setup"></a></h2><blockquote><p>If you already have an SSH key and want to use it, you can skip the step of generating an SSH key and update <code>private_key_file</code> setting in <code>ansible.cfg</code> file and <code>public_key_path</code> setting in <code>terraform.tfvars</code> file.</p><p>For example, if you already have a private SSH key in <code>~/.ssh/pulsar_aws</code> and a public key in <code>~/.ssh/pulsar_aws.pub</code>, follow the steps below:</p><ol><li>update <code>ansible.cfg</code> with following values:</li></ol></blockquote><blockquote><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">private_key_file</span><span class="token operator">=~</span><span class="token plain">/.ssh/pulsar_aws</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></blockquote><blockquote><ol start="2"><li>update <code>terraform.tfvars</code> with following values:</li></ol></blockquote><blockquote><div class="language-shell codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-shell codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token assign-left variable" style="color:rgb(189, 147, 249);font-style:italic">public_key_path</span><span class="token operator">=~</span><span class="token plain">/.ssh/pulsar_aws.pub</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></blockquote><p>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 <code>~/.ssh/id_rsa</code> and a public key in <code>~/.ssh/id_rsa.pub</code>:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">ssh-keygen -t rsa</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Do <em>not</em> enter a passphrase (hit <strong>Enter</strong> instead when the prompt comes out). Enter the following command to verify that a key has been created:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">ls</span><span class="token plain"> ~/.ssh</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">id_rsa id_rsa.pub</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="create-aws-resources-using-terraform">Create AWS resources using Terraform<a href="#create-aws-resources-using-terraform" class="hash-link" aria-label="Direct link to Create AWS resources using Terraform" title="Direct link to Create AWS resources using Terraform"></a></h2><p>To start building AWS resources with Terraform, you need to install all Terraform dependencies. Enter the following command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">terraform init</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># This will create a .terraform folder</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>After that, you can apply the default Terraform configuration by entering this command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">terraform apply</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then you see this prompt below:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">Do you want to perform these actions?</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> Terraform will perform the actions described above.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> Only </span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;yes&#x27;</span><span class="token plain"> will be accepted to approve.</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"> Enter a value:</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Type <code>yes</code> and hit <strong>Enter</strong>. Applying the configuration could take several minutes. When the configuration applying finishes, you can see <code>Apply complete!</code> along with some other information, including the number of resources created.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="apply-a-non-default-configuration">Apply a non-default configuration<a href="#apply-a-non-default-configuration" class="hash-link" aria-label="Direct link to Apply a non-default configuration" title="Direct link to Apply a non-default configuration"></a></h3><p>You can apply a non-default Terraform configuration by changing the values in the <code>terraform.tfvars</code> file. The following variables are available:</p><table><thead><tr><th align="left">Variable name</th><th align="left">Description</th><th align="left">Default</th></tr></thead><tbody><tr><td align="left"><code>public_key_path</code></td><td align="left">The path of the public key that you have generated.</td><td align="left"><code>~/.ssh/id_rsa.pub</code></td></tr><tr><td align="left"><code>region</code></td><td align="left">The AWS region in which the Pulsar cluster runs</td><td align="left"><code>us-west-2</code></td></tr><tr><td align="left"><code>availability_zone</code></td><td align="left">The AWS availability zone in which the Pulsar cluster runs</td><td align="left"><code>us-west-2a</code></td></tr><tr><td align="left"><code>aws_ami</code></td><td align="left">The <a href="http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/AMIs.html" target="_blank" rel="noopener noreferrer">Amazon Machine Image</a> (AMI) that the cluster uses</td><td align="left"><code>ami-9fa343e7</code></td></tr><tr><td align="left"><code>num_zookeeper_nodes</code></td><td align="left">The number of <a href="https://zookeeper.apache.org" target="_blank" rel="noopener noreferrer">ZooKeeper</a> nodes in the ZooKeeper cluster</td><td align="left">3</td></tr><tr><td align="left"><code>num_bookie_nodes</code></td><td align="left">The number of bookies that runs in the cluster</td><td align="left">3</td></tr><tr><td align="left"><code>num_broker_nodes</code></td><td align="left">The number of Pulsar brokers that runs in the cluster</td><td align="left">2</td></tr><tr><td align="left"><code>num_proxy_nodes</code></td><td align="left">The number of Pulsar proxies that runs in the cluster</td><td align="left">1</td></tr><tr><td align="left"><code>base_cidr_block</code></td><td align="left">The root <a href="https://en.wikipedia.org/wiki/Classless_Inter-Domain_Routing" target="_blank" rel="noopener noreferrer">CIDR</a> that network assets uses for the cluster</td><td align="left"><code>10.0.0.0/16</code></td></tr><tr><td align="left"><code>instance_types</code></td><td align="left">The EC2 instance types to be used. This variable is a map with two keys: <code>zookeeper</code> for the ZooKeeper instances, <code>bookie</code> for the BookKeeper bookies and <code>broker</code> and <code>proxy</code> for Pulsar brokers and bookies</td><td align="left"><code>t2.small</code> (ZooKeeper), <code>i3.xlarge</code> (BookKeeper) and <code>c5.2xlarge</code> (Brokers/Proxies)</td></tr></tbody></table><h3 class="anchor anchorWithStickyNavbar_LWe7" id="what-is-installed">What is installed<a href="#what-is-installed" class="hash-link" aria-label="Direct link to What is installed" title="Direct link to What is installed"></a></h3><p>When you run the Ansible playbook, the following AWS resources are used:</p><ul><li>9 total <a href="https://aws.amazon.com/ec2" target="_blank" rel="noopener noreferrer">Elastic Compute Cloud</a> (EC2) instances running the <a href="https://access.redhat.com/articles/3135091" target="_blank" rel="noopener noreferrer">ami-9fa343e7</a> Amazon Machine Image (AMI), which runs <a href="https://access.redhat.com/documentation/en-us/red_hat_enterprise_linux/7/html-single/7.4_release_notes/index" target="_blank" rel="noopener noreferrer">Red Hat Enterprise Linux (RHEL) 7.4</a>. By default, that includes:<ul><li>3 small VMs for ZooKeeper (<a href="https://www.ec2instances.info/?selected=t3.small" target="_blank" rel="noopener noreferrer">t3.small</a> instances)</li><li>3 larger VMs for BookKeeper <a href="/docs/3.1.x/reference-terminology/#bookie">bookies</a> (<a href="https://www.ec2instances.info/?selected=i3.xlarge" target="_blank" rel="noopener noreferrer">i3.xlarge</a> instances)</li><li>2 larger VMs for Pulsar <a href="/docs/3.1.x/reference-terminology/#broker">brokers</a> (<a href="https://www.ec2instances.info/?selected=c5.2xlarge" target="_blank" rel="noopener noreferrer">c5.2xlarge</a> instances)</li><li>1 larger VMs for Pulsar <a href="/docs/3.1.x/reference-terminology/">proxy</a> (<a href="https://www.ec2instances.info/?selected=c5.2xlarge" target="_blank" rel="noopener noreferrer">c5.2xlarge</a> instances)</li></ul></li><li>An EC2 <a href="http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-network-security.html" target="_blank" rel="noopener noreferrer">security group</a></li><li>A <a href="https://aws.amazon.com/vpc/" target="_blank" rel="noopener noreferrer">virtual private cloud</a> (VPC) for security</li><li>An <a href="https://aws.amazon.com/api-gateway/" target="_blank" rel="noopener noreferrer">API Gateway</a> for connections from the outside world</li><li>A <a href="http://docs.aws.amazon.com/AmazonVPC/latest/UserGuide/VPC_Route_Tables.html" target="_blank" rel="noopener noreferrer">route table</a> for the Pulsar cluster&#x27;s VPC</li><li>A <a href="http://docs.aws.amazon.com/AmazonVPC/latest/UserGuide/VPC_Subnets.html" target="_blank" rel="noopener noreferrer">subnet</a> for the VPC</li></ul><p>All EC2 instances for the cluster run in the <a href="http://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-regions-availability-zones.html" target="_blank" rel="noopener noreferrer">us-west-2</a> region.</p><h3 class="anchor anchorWithStickyNavbar_LWe7" id="fetch-your-pulsar-connection-url">Fetch your Pulsar connection URL<a href="#fetch-your-pulsar-connection-url" class="hash-link" aria-label="Direct link to Fetch your Pulsar connection URL" title="Direct link to Fetch your Pulsar connection URL"></a></h3><p>When you apply the Terraform configuration by entering the command <code>terraform apply</code>, Terraform outputs a value for the <code>pulsar_service_url</code>. The value should look something like this:</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">pulsar://pulsar-elb-1800761694.us-west-2.elb.amazonaws.com:6650</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can fetch that value at any time by entering the command <code>terraform output pulsar_service_url</code> or parsing the <code>terraform.tstate</code> file (which is JSON, even though the filename does not reflect that):</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">cat</span><span class="token plain"> terraform.tfstate </span><span class="token operator">|</span><span class="token plain"> jq .modules</span><span class="token punctuation" style="color:rgb(248, 248, 242)">[</span><span class="token number">0</span><span class="token punctuation" style="color:rgb(248, 248, 242)">]</span><span class="token plain">.outputs.pulsar_service_url.value</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h3 class="anchor anchorWithStickyNavbar_LWe7" id="destroy-your-cluster">Destroy your cluster<a href="#destroy-your-cluster" class="hash-link" aria-label="Direct link to Destroy your cluster" title="Direct link to Destroy your cluster"></a></h3><p>At any point, you can destroy all AWS resources associated with your cluster using Terraform&#x27;s <code>destroy</code> command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">terraform destroy</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="setup-disks">Setup Disks<a href="#setup-disks" class="hash-link" aria-label="Direct link to Setup Disks" title="Direct link to Setup Disks"></a></h2><p>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 the <code>setup-disk.yaml</code> file after changing the <code>instance_types</code> in your terraform config,</p><p>To setup disks on bookie nodes, enter this command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">ansible-playbook </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--user</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;ec2-user&#x27;</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--inventory</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">which</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> terraform-inventory</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">setup-disk.yaml</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>After that, the disks are mounted under <code>/mnt/journal</code> as journal disk, and <code>/mnt/storage</code> as ledger disk.
Remember to enter this command just only once. If you attempt to enter this command again after you have run the Pulsar playbook, your disks might potentially be erased again, causing the bookies to fail to start up.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="run-the-pulsar-playbook">Run the Pulsar playbook<a href="#run-the-pulsar-playbook" class="hash-link" aria-label="Direct link to Run the Pulsar playbook" title="Direct link to Run the Pulsar playbook"></a></h2><p>Once you have created the necessary AWS resources using Terraform, you can install and run Pulsar on the Terraform-created EC2 instances using Ansible.</p><p>(Optional) If you want to use any <a href="/docs/3.1.x/io-connectors/">built-in IO connectors</a>, edit the <code>Download Pulsar IO packages</code> task in the <code>deploy-pulsar.yaml</code> file and uncomment the connectors you want to use.</p><p>To run the playbook, enter this command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">ansible-playbook </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--user</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;ec2-user&#x27;</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--inventory</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">which</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> terraform-inventory</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain">/deploy-pulsar.yaml</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>If you have created a private SSH key at a location different from <code>~/.ssh/id_rsa</code>, you can specify the different location using the <code>--private-key</code> flag in the following command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">ansible-playbook </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--user</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;ec2-user&#x27;</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--inventory</span><span class="token operator">=</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token variable function" style="color:rgb(80, 250, 123);font-style:italic">which</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic"> terraform-inventory</span><span class="token variable" style="color:rgb(189, 147, 249);font-style:italic">`</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">--private-key</span><span class="token operator">=</span><span class="token string" style="color:rgb(255, 121, 198)">&quot;~/.ssh/some-non-default-key&quot;</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(248, 248, 242)">\</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token punctuation" style="color:rgb(248, 248, 242)">..</span><span class="token plain">/deploy-pulsar.yaml</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><h2 class="anchor anchorWithStickyNavbar_LWe7" id="access-the-cluster">Access the cluster<a href="#access-the-cluster" class="hash-link" aria-label="Direct link to Access the cluster" title="Direct link to Access the cluster"></a></h2><p>You can now access your running Pulsar using the unique Pulsar connection URL for your cluster, which you can obtain following the instructions <a href="#fetch-your-pulsar-connection-url">above</a>.</p><p>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:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">pip </span><span class="token function" style="color:rgb(80, 250, 123)">install</span><span class="token plain"> pulsar-client</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Now, open up the Python shell using the <code>python</code> command:</p><div class="language-bash codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-bash codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token plain">python</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Once you are in the shell, enter the following command:</p><div class="language-python codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#F8F8F2;--prism-background-color:#282A36"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-python codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#F8F8F2"><span class="token operator">&gt;&gt;</span><span class="token operator">&gt;</span><span class="token plain"> </span><span class="token keyword" style="color:rgb(189, 147, 249);font-style:italic">import</span><span class="token plain"> pulsar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token operator">&gt;&gt;</span><span class="token operator">&gt;</span><span class="token plain"> client </span><span class="token operator">=</span><span class="token plain"> pulsar</span><span class="token punctuation" style="color:rgb(248, 248, 242)">.</span><span class="token plain">Client</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;pulsar://pulsar-elb-1800761694.us-west-2.elb.amazonaws.com:6650&#x27;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Make sure to use your connection URL</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token operator">&gt;&gt;</span><span class="token operator">&gt;</span><span class="token plain"> producer </span><span class="token operator">=</span><span class="token plain"> client</span><span class="token punctuation" style="color:rgb(248, 248, 242)">.</span><span class="token plain">create_producer</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;persistent://public/default/test-topic&#x27;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token operator">&gt;&gt;</span><span class="token operator">&gt;</span><span class="token plain"> producer</span><span class="token punctuation" style="color:rgb(248, 248, 242)">.</span><span class="token plain">send</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token string" style="color:rgb(255, 121, 198)">&#x27;Hello world&#x27;</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token operator">&gt;&gt;</span><span class="token operator">&gt;</span><span class="token plain"> client</span><span class="token punctuation" style="color:rgb(248, 248, 242)">.</span><span class="token plain">close</span><span class="token punctuation" style="color:rgb(248, 248, 242)">(</span><span class="token punctuation" style="color:rgb(248, 248, 242)">)</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg class="copyButtonIcon_y97N" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_LjdS" viewBox="0 0 24 24"><path 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