Strategy for handling large cdk stacks that exceed CloudFormation Template size limit of 1000000 bytes

[Shogan]

I'm getting the following error in CloudFormation.
Error [ValidationError]: Template may not exceed 1000000 bytes in size.

We're using aws-cdk to manage custom 'environments' for a project. The environments are already split up into nested stacks for resources, but in some cases there can be a large number of these nested stack resources.

The resulting template therefore gets many (e.g. 100x) AWS::CloudFormation::Stack resources (the nested stack resources).

To the point where it looks like the resulting overall stack template for the CloudFormation changeset exceeeds 1000000 bytes and fails validation as it is not allowed (the limit is 1MB for templates in S3).

Does anyone have a mitigation strategy to avoid this? E.g. I've heard of preprocessors that can minify the JSON changesets, but have not seen a way of integrating this with aws-cdk.

[Shogan]

I have been experimenting with some techniques and found a relatively simple way to achieve what I'm after, using out of the box features of cdk. Basically:

• cdk synth into a target output_directory
• run a simple nodejs script that iterates over templates in the output directory and runs a minify on the JSON to remove whitespace
• cdk deploy -a output_directory

In a large sized template (just shy of 1MB in size) I was able to reduce it down to 750KB using this initial, simple technique.

Full npm script as an example:

"npm run build && cdk synth --json --output cdk-output && node minify-cfn-templates.js && cdk deploy -a cdk-output"

[pahud]

@Shogan This is interesting! Thank you for the sharing!

[stowns]

Any idea if minifying templates is something that CDK plans to support natively? The CDK metadata greatly increases the file size while still remaining under the 500 Cfn resource

[cslogan-red]

We're using the CDK to manage several stacks to automate our infrastructure provisioning and I'm barely hitting this limit trying to deploy our REST API stack (the REST API is the only thing in this stack); CDK should provide a minification flag or minify output templates by default.

[HansFalkenberg-Visma]

There now seems to be suppressTemplateIndentation.

https://docs.aws.amazon.com/cdk/api/v2/docs/aws-cdk-lib.StackProps.html

Setting it got me down from 1.03 MB to 827901 bytes.

If that leaves you just above the limit, you could use minification as suggested above to remove newlines too.

[taabrcr]

Hi guys, thanks a lot for the tips and workarounds. +1 on requesting AWS to provide a flag for minification or doing this by deafult.

[khushail]

@taabrcr , you could open a feature request with CDK and help prioritizing it with upvotes from the community.