cdk diff 注释实际上是否从 AWS 读取以与 cdk.out 中生成的文件进行比较？

Question

I have read the AWS doc that CDK diff Compares the specified stack and its dependencies with the deployed stacks or a local CloudFormation template , I can see that my local CFN template are generated under cdk.out folder but where is the "deployed stacks" it compares with to show me the diff? Does it actually read from cloud to get that or it also somewhere has a local copy of latest deployed CFN?

if it reads from the cloud to do the diff, does it mean if I change anything manually through aws console, then the diff will be differently each time?

Thanks

Answer 1

As per command documentation cdk diff can either compare your cdk.out with the actual CloudFormation stack or with another template stored locally.

Does it actually read from cloud to get that or it also somewhere has a local copy of latest deployed CFN?

If you are running cdk diff against actual CloudFormation stack, then yes command will fetch template from the cloud (AWS CloudFormation) and compare two templates.

If you are running cdk diff against locally stored template (for example, if you did a backup of previous cdk.out result), then it won't fetch anything from the cloud and will do a local comparison only.

if it reads from the cloud to do the diff, does it mean if I change anything manually through aws console, then the diff will be differently each time?

Depends on what you mean by manual changes. If you make manual changes to the CloudFormation template, then cdk diff will see that and adjust difference accordingly. If, however, you make manual change to the actual AWS resource (ex: S3 bucket), then cdk diff won't see that because your actual CloudFormation template will not change. To find differences between CloudFormation template and actual AWS resources you can use CloudFormation drift detection feature

Answer 2

Local Template <-- cdk diff --> ☁️ Deployed Template <-- Drift --> ☁️ AWS resources

cdk diff compares two templates. By default, it compares your locally synth-ed template with the currently deployed cloud-side template in CloudFormation. You can instead compare two local templates by passing the --template flag.

Does it actually read from cloud to get that?

Yes. When your run cdk diff , the CDK CLI calls the CloudFormation DescribeStacks API to retrieve the cloud-side template.

If I change anything manually through aws console, then the diff will be differently each time?

No. cdk diff compares two templates. Differences between the intended configuration (the deployed template) and actual configuration (what resources actually exist) can arise if changes are made to a stack's resources via the console or APIs. These differences are called drift . CloudFormation can detect some of these deviations with the DescribeStackResourceDrifts API.