Data warehousing with AWS Lake Formation
PythonSure, below you can find a simplified Pulumi program for setting up a data warehouse with AWS Lake Formation. The program does the following:
- Registers an S3 bucket with AWS Lake Formation.
- Sets up certain administrators and permission defaults for creating databases and tables in the warehouse.
- Grants necessary Lake Formation permissions to an IAM principal.
Please replace all placeholder values (
"your-value-here"
) with real values relevant to your use case.import pulumi from pulumi_aws import s3, iam, lakeformation # Create an AWS S3 Bucket. bucket = s3.Bucket("my-bucket") # Creating IAM role assume_role_policy = '{"Version":"2012-10-17","Statement":[{"Sid":"","Effect":"Allow","Principal":{"Service":"lakeformation.amazonaws.com"},"Action":"sts:AssumeRole"}]}' iam_role = iam.Role("iam-role", assume_role_policy=assume_role_policy) # Register AWS S3 bucket with Lake Formation. lf_resource = lakeformation.Resource("lf-resource", arn=bucket.arn, role_arn=iam_role.arn) # Set up the AWS Lake Formation Data Lake settings. lake_settings = lakeformation.DataLakeSettings("lake-settings", admins=["your-admin-arn-here"], # Set of ARNs of AWS Lake Formation principals (IAM users or roles). create_database_default_permissions=[{ "permissions": ["ALL"], "principal": "your-principal-arn-here", }], create_table_default_permissions=[{ "permissions": ["ALL"], "principal": "your-principal-arn-here", }]) # Grant permissions to a principal. lf_permissions = lakeformation.Permissions("lf-permissions", permissions=["ALL"], principal="your-principal-arn-here", table={ "database_name": "your-database-here", "name": "your-table-here", }) # Export names of the created resources pulumi.export("bucket_name", bucket.bucket_name) pulumi.export("lake_settings_id", lake_settings.id) pulumi.export("lf_resource_role_arn", lf_resource.role_arn) pulumi.export("lf_permissions_id", lf_permissions.id)
Useful links:
- Lake Formation Resource
- Lake Formation Data Lake Settings
- Lake Formation Permissions
- AWS S3 Bucket
- IAM Role
Please note that the above program is a basic example and might not cover all your needs for a full-fledged data warehousing solution. Don't hesitate to further customize it according to your requirements.