1. Implementing Key Rotation for AI Data Lakes on AWS KMS

    Python

    Implementing key rotation for AI Data Lakes on AWS can add an important layer of security to your encryption strategy. AWS Key Management Service (KMS) makes it easy to create and control cryptographic keys used to encrypt data. The service supports automatic key rotation, which regularly changes the backing key material to reduce the chances of compromise.

    To implement key rotation in Pulumi, you will be working with the aws.kms.Key resource, which allows you to create a KMS key, and the enableKeyRotation property to enable automatic rotation for the key.

    Here is a Pulumi program written in Python that creates an AWS KMS key and enables key rotation:

    import pulumi import pulumi_aws as aws # Create an AWS KMS Key for encrypting your data lake data. kms_key = aws.kms.Key("my-data-lake-key", description="Key for AI Data Lake", enable_key_rotation=True # This enables the automatic key rotation. ) # Export the Key ID of the newly created KMS key. pulumi.export("key_id", kms_key.id)

    In this program:

    • We import the Pulumi SDK and the AWS provider.
    • We create a KMS key with a descriptive name, a description for clarity, and most importantly, we set enable_key_rotation to True. This setting enables the key rotation feature, which will automatically rotate the cryptographic material every year.
    • Lastly, we export the key ID so you can use it elsewhere in your infrastructure or in other Pulumi programs.

    The KMS Key resource you create represents a master key that provides the foundation for your encryption strategy in AWS KMS and your AI Data Lake. Pulumi allows handling its creation and automatic rotation feature through code, giving you the confidence that key rotation is part of your data lake's setup without manually setting it up through the AWS Management Console.

    Remember to run pulumi up to deploy this code to your AWS account. The Pulumi CLI will show you a preview of the resources to be created and ask for confirmation before applying the changes. Please ensure you have the necessary AWS credentials configured in your environment for Pulumi to make changes to your AWS account.

    For more information on Pulumi's aws.kms.Key resource, see AWS KMS Key.


GPT4o|Modeexplainbalancedcode