AWS Sagemaker + AWS Lambda - amazon-web-services

Question

I try to use AWS SageMaker following documentation. I successfully loaded data, trained and deployed the model.
deployed-model
My next step have to be using AWS Lambda, connect it to this SageMaker endpoint.
I saw, that I need to give Lambda IAM execution role permission to invoke a model endpoint.
I add some data to IAM policy JSON and now it has this view
{
"Version": "2012-10-17",
"Statement": [
{
"Effect": "Allow",
"Action": "logs:CreateLogGroup",
"Resource": "arn:aws:logs:us-east-1:<my-account>:*"
},
{
"Effect": "Allow",
"Action": [
"logs:CreateLogStream",
"logs:PutLogEvents"
],
"Resource": [
"arn:aws:logs:us-east-1:<my-account>:log-group:/aws/lambda/test-sagemaker:*"
]
},
{
"Effect": "Allow",
"Action": "sagemaker:InvokeEndpoint",
"Resource": "*"
}
]
}
Problem that even with role that have permission for invoking SageMaker endpoint my Lambda function didn't see it
An error occurred (ValidationError) when calling the InvokeEndpoint operation: Endpoint xgboost-2020-10-02-12-15-36-097 of account <my-account> not found.: ValidationError

Answer 1

I found an error by myself. Problem was in different regions. For training and deploying model I used us-east-2 and for lambda I used us-east-1. Just creating all in same region fixed this issue!