Check out my new course Learn you some Lambda best practice for great good! and learn the best practices for performance, cost, security, resilience, observability and scalability.
Disclaimer: if you’re new to CloudFormation custom resources, then I recommend you start by reading this excellent post by Alex Debrie first.
Custom resources bring a whole new dimension to CloudFormation and enable some fascinating use cases. For example:
- provision DataDog dashboards as part of your CloudFormation stack
- run a load test every time you deploy a CloudFormation stack
- provision/modify AWS resources that are not natively supported by CloudFormation (e.g. EventBridge)
You can use custom resources to run one-off tasks as part of every CloudFormation deployment. Which is something I wanted to do in many of my SAR apps such as this and this. However, I had always assumed that this would require a two-step process:
- deploy a SAR/CloudFormation stack to provision the custom resource Lambda function
- deploy the intended SAR app which uses the custom resource
Turns out, I was wrong. You can include the custom resource Lambda function in the same CloudFormation stack that uses it. In hindsight, I was overthinking things – in essence, all we are doing is referencing a Lambda function by ARN. You’ll see what this means later.
My latest SAR app, propagate-cfn-tags, tackles the issue that CloudFormation does not propagate its tags to some resources such as CloudWatch log groups. This means you can’t include CloudWatch log groups in your cost monitoring (via cost allocation tags), amongst other things.
When you deploy the app, I want to run a one-off script to process all existing stacks in the region and propagate their tags. This is where custom resources come in.
With the help of custom resources, I can:
- create a
PropagateAllLambda function to process existing CloudFormation stacks
- create a Lambda function to support a
Custom::LambdaInvocationcustom resource type
- create a
Custom::LambdaInvocationresource to trigger the
PropagateAllfunction during the CloudFormation deployment
I can do all these in the same SAR app. This gives the user a seamless experience. As far as they’re concerned, you just deploy the app and everything happens as advertised. No two-step deployment process, no need to trigger functions manually.
This simple pattern combines very well with CloudWatch events (or EventBridge):
- a custom resource to update existing resources (e.g. propagate tags for existing CloudFormation stacks)
- CloudTrail + event pattern to process future changes (e.g. propagate tags for future CloudFormation stack deployments)
I find this combination especially useful when building “platform” features. That is, features that span across all my applications running in AWS. For example, making sure all CloudWatch log groups are subscribed to a Kinesis stream. These are not decision points that should be taken at the project level. Which is why I’m not a fan of using Serverless framework plugins to configure these settings.
I specialise in rapidly transitioning teams to serverless and building production-ready services on AWS.
Are you struggling with serverless or need guidance on best practices? Do you want someone to review your architecture and help you avoid costly mistakes down the line? Whatever the case, I’m here to help.
Check out my new podcast Real-World Serverless where I talk with engineers who are building amazing things with serverless technologies and discuss the real-world use cases and challenges they face. If you’re interested in what people are actually doing with serverless and what it’s really like to be working with serverless day-to-day, then this is the podcast for you.
Check out my new course, Learn you some Lambda best practice for great good! In this course, you will learn best practices for working with AWS Lambda in terms of performance, cost, security, scalability, resilience and observability. We will also cover latest features from re:Invent 2019 such as Provisioned Concurrency and Lambda Destinations. Enrol now and start learning!
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Here is a complete list of all my posts on serverless and AWS Lambda. In the meantime, here are a few of my most popular blog posts.
- Lambda optimization tip – enable HTTP keep-alive
- You are wrong about serverless and vendor lock-in
- You are thinking about serverless costs all wrong
- Just how expensive is the full AWS SDK?
- Many faced threats to Serverless security
- We can do better than percentile latencies
- Yubl’s road to Serverless
- AWS Lambda – should you have few monolithic functions or many single-purposed functions?
- AWS Lambda – compare coldstart time with different languages, memory and code sizes
- Guys, we’re doing pagination wrong
- Top 10 Serverless framework best practices