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AWS assume role not working as expected with boto3

I want to use aws SSM to do ssm:DescribeInstanceInformation on ec2 instances (i-0691847a77) by assuming an IAM role (iam_ssm_role) which has below policy defined.

both the IAM roles are on same aws account & iam_base_role arn has been added as trusted policy in iam_ssm_role.

     {
        "Sid": "VisualEditor1",
        "Effect": "Allow",
        "Action": [
            "ssm:*",
            "ec2:DescribeImages",
            "cloudwatch:PutMetricData",
            "ec2:DescribeInstances",
            "lambda:InvokeFunction",
            "ec2:DescribeTags",
            "ec2:DescribeVpcs",
            "cloudwatch:GetMetricStatistics",
            "ec2:DescribeSubnets",
            "ec2:DescribeKeyPairs",
            "cloudwatch:ListMetrics",
            "ec2:DescribeSecurityGroups"
        ],
        "Resource": "*"
    }

I am running below code on an ec2 instance with IAM role (iam_base_role)

import boto3
from boto3.session import Session


def assume_role(arn, session_name):
    client = boto3.client('sts')
    response = client.assume_role(RoleArn=arn, RoleSessionName=session_name)
    session = Session(aws_access_key_id=response['Credentials']['AccessKeyId'],
                  aws_secret_access_key=response['Credentials']['SecretAccessKey'],
                  aws_session_token=response['Credentials']['SessionToken'])
    client = session.client('sts')
    account_id = client.get_caller_identity()["Account"]
    print(response['AssumedRoleUser']['AssumedRoleId'])
assume_role('arn:aws:iam::000001:role/iam_ssm_role', 'ssm_session')


client = boto3.client('ssm', region_name = 'us-east-1')
ssm_response = client.describe_instance_information(
    InstanceInformationFilterList=[
        {
            'key': 'InstanceIds',
            'valueSet': [
                'i-0f0099877fgg'
            ]
        }
    ]
)

print(ssm_response)

I am getting access denied error, the assumed role shows as "iam_ssm_role" but it looks like the SSM is running using iam_base_role not iam_ssm_role

AROAV6BDS6PTVQBU:iam_ssm_role

botocore.exceptions.ClientError: An error occurred (AccessDeniedException) when calling the DescribeInstanceInformation operation: User: arn:aws:sts::000001:assumed-role/iam_base_role/i-0691847a77 is not authorized to perform: ssm:DescribeInstanceInformation on resource: arn:aws:ssm:us-east-1:000001:*

Ok, I found the issue with my previous code, I was not using the assumed iam role's credentials in boto3.client SSM part.

I can now run the code successfully, I am using below code now.

import boto3

boto_sts=boto3.client('sts')
stsresponse = boto_sts.assume_role(
    RoleArn="arn:aws:iam::000001:role/iam_ssm_role",
    RoleSessionName='newsession'
)

newsession_id = stsresponse["Credentials"]["AccessKeyId"]
newsession_key = stsresponse["Credentials"]["SecretAccessKey"]
newsession_token = stsresponse["Credentials"]["SessionToken"]


client = boto3.client('ssm', 
                      region_name = 'us-east-1',
                      aws_access_key_id=newsession_id,
                      aws_secret_access_key=newsession_key,
                      aws_session_token=newsession_token)

ssm_response = client.describe_instance_information(
    InstanceInformationFilterList=[
        {
            'key': 'InstanceIds',
            'valueSet': [
                'i-0f0099877fgg'
            ]
        }
    ]
)

print(ssm_response)

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