Sagemaker endpoint configuration kms key configured remediation

Using Console

Using CLI

To remediate the misconfiguration of Sagemaker Endpoint not having a KMS Key configured for AWS DynamoDB using AWS CLI, follow these steps:

Identify the Sagemaker Endpoint: Use the AWS CLI command to identify the Sagemaker Endpoint that needs to have a KMS Key configured. You can list all the Sagemaker endpoints using the following command:
```
aws sagemaker list-endpoints
```
Get the ARN of the Sagemaker Endpoint: Once you have identified the Sagemaker Endpoint that needs to be configured, get the ARN of that endpoint using the following command:
```
aws sagemaker describe-endpoint --endpoint-name <endpoint-name>
```
Identify the KMS Key: Next, identify the KMS Key that you want to associate with the Sagemaker Endpoint. You can list all the available KMS keys using the following command:
```
aws kms list-keys
```
Update the Sagemaker Endpoint Configuration: Update the Sagemaker Endpoint configuration to associate it with the KMS Key. Use the following command to update the Sagemaker Endpoint configuration:
```
aws sagemaker update-endpoint --endpoint-name <endpoint-name> --kms-key-id <kms-key-id>
```

Replace <endpoint-name> with the actual name of the Sagemaker Endpoint and <kms-key-id> with the ARN of the KMS Key that you want to associate with the Sagemaker Endpoint.By following these steps, you can successfully remediate the misconfiguration of the Sagemaker Endpoint not having a KMS Key configured for AWS DynamoDB using AWS CLI.

Using Python

To remediate the misconfiguration of Sagemaker Endpoint not having a KMS Key configured in AWS, you can follow these steps using Python:

Import the necessary libraries:

import boto3

Initialize the DynamoDB client:

dynamodb = boto3.client('dynamodb')

Get the list of all the Sagemaker endpoints:

endpoints = sagemaker.list_endpoints()

For each Sagemaker endpoint, check if it is using the KMS key:

for endpoint in endpoints['Endpoints']:
    endpoint_name = endpoint['EndpointName']
    endpoint_config_name = endpoint['EndpointConfigName']
    
    response = sagemaker.describe_endpoint_config(EndpointConfigName=endpoint_config_name)
    kms_key_id = response['ProductionVariants'][0]['ModelVariant']['InitialInstanceCount']['SecurityGroupIds']
    
    if not kms_key_id:
        # Get the KMS Key ARN
        kms_key_arn = 'YOUR_KMS_KEY_ARN'
        
        # Update the Sagemaker endpoint configuration with the KMS Key
        response = sagemaker.update_endpoint(EndpointName=endpoint_name, 
                                             EndpointConfigName=endpoint_config_name, 
                                             KmsKeyId=kms_key_arn)
        
        print(f"KMS Key configured for Sagemaker endpoint: {endpoint_name}")

Run the Python script to remediate the misconfiguration of Sagemaker Endpoint not having a KMS Key configured.

By following these steps, you can remediate the misconfiguration of Sagemaker Endpoint not having a KMS Key configured in AWS DynamoDB using Python.

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Sagemaker endpoint configuration kms key configured remediation

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