How do I install TimescaleDB on AWS EC2?

import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";

// Define a new security group to allow SSH and PostgreSQL access
const securityGroup = new aws.ec2.SecurityGroup("timescaleDbSecurityGroup", {
    description: "Allow SSH and PostgreSQL access",
    ingress: [
        { protocol: "tcp", fromPort: 22, toPort: 22, cidrBlocks: ["0.0.0.0/0"] }, // SSH
        { protocol: "tcp", fromPort: 5432, toPort: 5432, cidrBlocks: ["0.0.0.0/0"] }, // PostgreSQL
    ],
    egress: [
        { protocol: "tcp", fromPort: 0, toPort: 0, cidrBlocks: ["0.0.0.0/0"] }, // Allow all outbound traffic
    ],
});

// Define an EC2 instance to run TimescaleDB
const timescaleDbInstance = new aws.ec2.Instance("timescaleDbInstance", {
    instanceType: "t2.micro",
    ami: "ami-0c55b159cbfafe1f0", // Amazon Linux 2 AMI
    securityGroups: [securityGroup.name],
    userData: `#!/bin/bash
        # Update the package repository
        sudo yum update -y

        # Install PostgreSQL
        sudo amazon-linux-extras install -y postgresql10

        # Add TimescaleDB repository and install it
        echo "[timescale]
        name=timescale
        baseurl=https://packagecloud.io/timescale/timescaledb/el/7/x86_64
        repo_gpgcheck=1
        gpgcheck=0
        enabled=1
        gpgkey=https://packagecloud.io/timescale/timescaledb/gpgkey
        sslverify=1
        sslcacert=/etc/pki/tls/certs/ca-bundle.crt" | sudo tee /etc/yum.repos.d/timescale_timescaledb.repo

        sudo yum install -y timescaledb-postgresql-10

        # Enable TimescaleDB in PostgreSQL
        sudo echo "shared_preload_libraries = 'timescaledb'" >> /var/lib/pgsql/10/data/postgresql.conf

        # Restart PostgreSQL service
        sudo systemctl restart postgresql-10

        # Enable PostgreSQL service to start on boot
        sudo systemctl enable postgresql-10
    `,
    tags: {
        Name: "TimescaleDB-Instance",
    },
});

// Export the public IP of the instance
export const publicIp = timescaleDbInstance.publicIp;
export const publicDns = timescaleDbInstance.publicDns;