This template creates a SageMaker endpoint with monitoring capabilities. It sets up an endpoint, endpoint configuration, model, and monitoring schedule to analyze the endpoint's data and generate insights.

Endpoint
AWS::SageMaker::Endpoint


EndpointConfig
AWS::SageMaker::EndpointConfig


ProductionVariants *
ServerlessConfig

Model
AWS::SageMaker::Model


PrimaryContainer
ImageConfig
RepositoryAuthConfig
MultiModelConfig

ExecutionRole
AWS::IAM::Role


Policies

MonitoringScheduleExecutionRole
AWS::IAM::Role


ManagedPolicyArns

MonitoringSchedule
AWS::SageMaker::MonitoringSchedule


MonitoringScheduleConfig *
MonitoringJobDefinition
BaselineConfig
ConstraintsResource
StatisticsResource
MonitoringAppSpecification *

ContainerArguments

ContainerEntrypoint

MonitoringInputs *
BatchTransformInput
DatasetFormat *
Csv
EndpointInput
MonitoringOutputConfig *
MonitoringOutputs *
S3Output *
MonitoringResources *
ClusterConfig *
NetworkConfig
VpcConfig

SecurityGroupIds

Subnets

StoppingCondition
ScheduleConfig

CloudFormation Template

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