Boto3 DirectoryService: create_microsoft_ad fails

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I am trying to create a Microsoft AD using the boto3 library in python. I am able to create it from the AWS console, but when i try to do it from my script using the same values i used when i tried from the console, it fails with the following error:

botocore.errorfactory.ClientException: An error occurred (ClientException) when calling the CreateMicrosoftAD operation: Invalid VPC ID. : RequestId: <id>

The exception response has a HTTP status code of 400.

I have the access key saved locally the way its mentioned here for windows and the user it belongs to has the permissions mentioned here for CreateMicrosoftAD. (Since this is a test setup, I've given the user full access.)

The script is given below:

import boto3
client = boto3.client('ds', region_name='us-west-2')
response = client.create_microsoft_ad(
    Name='test1.test2.com',
    ShortName='test1',
    Password='TestPassword1',
    Description='test description',
    VpcSettings={
        'VpcId': 'vpc-1234abcd',
        'SubnetIds': [
        'subnet-1235abcd',
        'subnet-1236abcd'
        ]
    }
)

I've added mock values for the VPC and subnet IDs here, but i verified in the console that i was using the IDs for available VPC and subnets. The create_microsoft_ad call is done as mentioned here.

I am not sure if i am missing a step in the IAM user setup or in the script. Please let me know if i need to provide more information. Thanks!

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helloV On BEST ANSWER

It is possible in AWS console, you are using a region different from us-west-2

Or Boto3 is using the wrong credentials. See: Configuring Credentials for configuring credentials. The one you used was for Boto2.