Resources:
  SingletonServiceRoleDDD815CD:
    Type: AWS::IAM::Role
    Properties:
      AssumeRolePolicyDocument:
        Statement:
          - Action: sts:AssumeRole
            Effect: Allow
            Principal:
              Service:
                Fn::Join:
                  - ""
                  - - lambda.
                    - Ref: AWS::URLSuffix
        Version: "2012-10-17"
      ManagedPolicyArns:
        - Fn::Join:
            - ""
            - - "arn:"
              - Ref: AWS::Partition
              - :iam::aws:policy/service-role/AWSLambdaBasicExecutionRole
    Metadata:
      aws:cdk:path: LambdaCronSagemakerInference/Singleton/ServiceRole/Resource
  SingletonServiceRoleDefaultPolicy7525C238:
    Type: AWS::IAM::Policy
    Properties:
      PolicyDocument:
        Statement:
          - Action: sagemaker:InvokeEndpoint
            Effect: Allow
            Resource: arn:aws:sagemaker:us-east-1:497456752804:endpoint/DEMO-videogames-xgboost-2019-06-18-18-58-35-771
        Version: "2012-10-17"
      PolicyName: SingletonServiceRoleDefaultPolicy7525C238
      Roles:
        - Ref: SingletonServiceRoleDDD815CD
    Metadata:
      aws:cdk:path: LambdaCronSagemakerInference/Singleton/ServiceRole/DefaultPolicy/Resource
  Singleton8C7B99F3:
    Type: AWS::Lambda::Function
    Properties:
      Code:
        ZipFile: >
          import json

          import boto3

          from botocore.vendored import requests

          import os


          def lambda_handler(event, context):
              # TODO implement
              
              client_sm = boto3.client('sagemaker-runtime')
              client_s3 = boto3.client('s3')

              print("Getting test data")
              obj = s3.get_object(Bucket=os.environ['bucket'], Key=os.environ['key'])
              
              print("Calling Sagemaker endpoint")
              response = client.invoke_endpoint(
                  EndpointName=os.environ['endpoint_name'],
                  Body=os.environ['input_data'],
                  ContentType=obj['Body'].read())
              
              return {
                  'statusCode': 200,
                  'body': json.loads(response['Body'].read())
              }
      Handler: index.lambda_handler
      Role:
        Fn::GetAtt:
          - SingletonServiceRoleDDD815CD
          - Arn
      Runtime: python3.6
      Environment:
        Variables:
          endpoint_name: DEMO-videogames-xgboost-2019-06-18-18-58-35-771
          content_type: text/csv
          input_data: s3://sagemaker-us-east-1-497456752804/in/test.libsvm
          bucket: sagemaker-us-east-1-497456752804
          key: in/test.libsvm
      Timeout: 300
    DependsOn:
      - SingletonServiceRoleDefaultPolicy7525C238
      - SingletonServiceRoleDDD815CD
    Metadata:
      aws:cdk:path: LambdaCronSagemakerInference/Singleton/Resource
  SingletonAllowEventRuleLambdaCronSagemakerInferenceRule04068512042DD065:
    Type: AWS::Lambda::Permission
    Properties:
      Action: lambda:InvokeFunction
      FunctionName:
        Fn::GetAtt:
          - Singleton8C7B99F3
          - Arn
      Principal: events.amazonaws.com
      SourceArn:
        Fn::GetAtt:
          - Rule4C995B7F
          - Arn
    Metadata:
      aws:cdk:path: LambdaCronSagemakerInference/Singleton/AllowEventRuleLambdaCronSagemakerInferenceRule04068512
  Rule4C995B7F:
    Type: AWS::Events::Rule
    Properties:
      ScheduleExpression: cron(0 18 ? * MON-FRI *)
      State: ENABLED
      Targets:
        - Arn:
            Fn::GetAtt:
              - Singleton8C7B99F3
              - Arn
          Id: Singleton
    Metadata:
      aws:cdk:path: LambdaCronSagemakerInference/Rule/Resource
  CDKMetadata:
    Type: AWS::CDK::Metadata
    Properties:
      Modules: aws-cdk=0.34.0,@aws-cdk/assets=0.34.0,@aws-cdk/assets-docker=0.34.0,@aws-cdk/aws-applicationautoscaling=0.34.0,@aws-cdk/aws-autoscaling=0.34.0,@aws-cdk/aws-autoscaling-common=0.34.0,@aws-cdk/aws-autoscaling-hooktargets=0.34.0,@aws-cdk/aws-certificatemanager=0.34.0,@aws-cdk/aws-cloudformation=0.34.0,@aws-cdk/aws-cloudfront=0.34.0,@aws-cdk/aws-cloudwatch=0.34.0,@aws-cdk/aws-codebuild=0.34.0,@aws-cdk/aws-codecommit=0.34.0,@aws-cdk/aws-codepipeline=0.34.0,@aws-cdk/aws-ec2=0.34.0,@aws-cdk/aws-ecr=0.34.0,@aws-cdk/aws-ecs=0.34.0,@aws-cdk/aws-elasticloadbalancing=0.34.0,@aws-cdk/aws-elasticloadbalancingv2=0.34.0,@aws-cdk/aws-events=0.34.0,@aws-cdk/aws-events-targets=0.34.0,@aws-cdk/aws-iam=0.34.0,@aws-cdk/aws-kms=0.34.0,@aws-cdk/aws-lambda=0.34.0,@aws-cdk/aws-logs=0.34.0,@aws-cdk/aws-route53=0.34.0,@aws-cdk/aws-route53-targets=0.34.0,@aws-cdk/aws-s3=0.34.0,@aws-cdk/aws-secretsmanager=0.34.0,@aws-cdk/aws-servicediscovery=0.34.0,@aws-cdk/aws-sns=0.34.0,@aws-cdk/aws-sqs=0.34.0,@aws-cdk/aws-stepfunctions=0.34.0,@aws-cdk/cdk=0.34.0,@aws-cdk/cx-api=0.34.0,@aws-cdk/region-info=0.34.0,jsii-runtime=Python/3.6.5