AWSTemplateFormatVersion: '2010-09-09'
Transform: 'AWS::Serverless-2016-10-31'
Description: An AWS Serverless Specification template describing your function.
Resources:
  invokesagemakerendpointautomlbanking:
    Type: 'AWS::Serverless::Function'
    Properties:
      Handler: lambda_function.lambda_handler
      Runtime: python3.8
      CodeUri: .
      Description: ''
      MemorySize: 128
      Timeout: 3
      Role: >-
        <Your Lambda Service Role ARN>
      Events:
        BucketEvent1:
          Type: S3
          Properties:
            Bucket:
              Ref: Bucket1
            Events:
              - 's3:ObjectCreated:Put'
            Filter:
              S3Key:
                Rules:
                  - Name: prefix
                    Value: inference/
                  - Name: suffix
                    Value: .csv
      Environment:
        Variables:
          ENDPOINT_NAME: <Your Sagemaker Endpoint Name>
          S3_BUCKET: <Your S3 Bucket Name>
          S3_KEY: <Your S3 Key for the prediction file>
  Bucket1:
    Type: 'AWS::S3::Bucket'