Self-hosted Redash visualizations (with Terraform and AWS)

Quickly graph and visualize your data with an open-source data platform.


Redash is an open-source data visualization tool that is easily deployed to with Terraform and AWS.

What is Redash?

Redash is an open-source data visualization tool used by companies as diverse as Soundcloud, Mozilla, and Waze. It allows developers and analyts to query data, graph results, and share insights with others. The best thing about Redash is that it is completely free to self-host (minus your own infrastructure costs).

Why deploy self-hosted Redash? offers a super simple one-click start for hmanaged Redash instances. These are great for companies that want data insights fast but for companies with smaller budgets or developers who want extra control over data and security self-hosting Redash is a valuable endeavour.

How does Redash work?

Redash is not a trivial application (hence the hosted solutions). It has several databases, worker threads, and a web interface. Setting all that up could be difficult. Fortunately, provides a set of prebuilt and self-contained images for a number of platforms including AWS.

Redash on AWS

The recommended way to deploy Redash on an AWS account is to use a region-appropriate AMI image ( listed here) and an EC2 instance. This can be done manually using the AWS console but a more maintainable approach would be to use Terraform.

What is Terraform?

Terraform is a declarative infrastructure system that let’s you define your cloud stacks in a text-based versionable way. If you haven’t used it before take a look at the [getting started guide] first.

Deploying with Terraform

Spinning up an EC2 machine with a Redash AMI is really straight forward withe Terraform. Assuming you have already set up a Terraform project with an AWS provider resource we can use Terraform to define an EC2 instance and security group required for redash. Here is what that looks like:

Notice the AMI used is specific for my region: us-west-2. Alter the AMI to suit your region requirements.

Applying Terraform changes

To apply your Terraform file run

locals {
# Redash recommend AMI for us-west-2
ami = "ami-0c457f229774da543"
instance_type = "t2.small"

# security group to allow ingress/egress
resource "aws_security_group" "redash" {
name = "redash_sg"

ingress {
from_port = 22
to_port = 22
protocol = "TCP"
cidr_blocks = [""]

ingress {
from_port = 80
to_port = 80
protocol = "TCP"
cidr_blocks = [""]

ingress {
from_port = 443
to_port = 443
protocol = "TCP"
cidr_blocks = [""]

egress {
from_port = 0
to_port = 0
protocol = "-1"
cidr_blocks = [""]

# ec2 instance running redash image
resource "aws_instance" "redash" {
ami = local.ami
instance_type = local.instance_type
security_groups = []

tags = {
Name = "Redash"

The output should indicate the creation of a new EC2 instance using the Redash AMI.

Connecting to your Redash instance

Once the EC2 machine has started you can connect to the public DNS address listed in the AWS EC2 console. If everything worked you should now be greeted with a setup screen. Create your admin account to continue.


You are now ready to connect datasources and begin visualizing your data. See the Redash open source setup for more configuration options.

Why though?

MailSlurp uses Redash as an alternative to Grafana to graph user metrics and prioritise product features.

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