Class CfnMonitoringScheduleProps

Properties for defining a CfnMonitoringSchedule.

Inheritance
System.Object
CfnMonitoringScheduleProps
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public class CfnMonitoringScheduleProps : Object, ICfnMonitoringScheduleProps
Syntax (vb)
Public Class CfnMonitoringScheduleProps
    Inherits Object
    Implements ICfnMonitoringScheduleProps
Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html

ExampleMetadata: fixture=_generated

Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;

var cfnMonitoringScheduleProps = new CfnMonitoringScheduleProps {
    MonitoringScheduleConfig = new MonitoringScheduleConfigProperty {
        MonitoringJobDefinition = new MonitoringJobDefinitionProperty {
            MonitoringAppSpecification = new MonitoringAppSpecificationProperty {
                ImageUri = "imageUri",

                // the properties below are optional
                ContainerArguments = new [] { "containerArguments" },
                ContainerEntrypoint = new [] { "containerEntrypoint" },
                PostAnalyticsProcessorSourceUri = "postAnalyticsProcessorSourceUri",
                RecordPreprocessorSourceUri = "recordPreprocessorSourceUri"
            },
            MonitoringInputs = new [] { new MonitoringInputProperty {
                BatchTransformInput = new BatchTransformInputProperty {
                    DataCapturedDestinationS3Uri = "dataCapturedDestinationS3Uri",
                    DatasetFormat = new DatasetFormatProperty {
                        Csv = new CsvProperty {
                            Header = false
                        },
                        Json = new JsonProperty {
                            Line = false
                        },
                        Parquet = false
                    },
                    LocalPath = "localPath",

                    // the properties below are optional
                    ExcludeFeaturesAttribute = "excludeFeaturesAttribute",
                    S3DataDistributionType = "s3DataDistributionType",
                    S3InputMode = "s3InputMode"
                },
                EndpointInput = new EndpointInputProperty {
                    EndpointName = "endpointName",
                    LocalPath = "localPath",

                    // the properties below are optional
                    ExcludeFeaturesAttribute = "excludeFeaturesAttribute",
                    S3DataDistributionType = "s3DataDistributionType",
                    S3InputMode = "s3InputMode"
                }
            } },
            MonitoringOutputConfig = new MonitoringOutputConfigProperty {
                MonitoringOutputs = new [] { new MonitoringOutputProperty {
                    S3Output = new S3OutputProperty {
                        LocalPath = "localPath",
                        S3Uri = "s3Uri",

                        // the properties below are optional
                        S3UploadMode = "s3UploadMode"
                    }
                } },

                // the properties below are optional
                KmsKeyId = "kmsKeyId"
            },
            MonitoringResources = new MonitoringResourcesProperty {
                ClusterConfig = new ClusterConfigProperty {
                    InstanceCount = 123,
                    InstanceType = "instanceType",
                    VolumeSizeInGb = 123,

                    // the properties below are optional
                    VolumeKmsKeyId = "volumeKmsKeyId"
                }
            },
            RoleArn = "roleArn",

            // the properties below are optional
            BaselineConfig = new BaselineConfigProperty {
                ConstraintsResource = new ConstraintsResourceProperty {
                    S3Uri = "s3Uri"
                },
                StatisticsResource = new StatisticsResourceProperty {
                    S3Uri = "s3Uri"
                }
            },
            Environment = new Dictionary<string, string> {
                { "environmentKey", "environment" }
            },
            NetworkConfig = new NetworkConfigProperty {
                EnableInterContainerTrafficEncryption = false,
                EnableNetworkIsolation = false,
                VpcConfig = new VpcConfigProperty {
                    SecurityGroupIds = new [] { "securityGroupIds" },
                    Subnets = new [] { "subnets" }
                }
            },
            StoppingCondition = new StoppingConditionProperty {
                MaxRuntimeInSeconds = 123
            }
        },
        MonitoringJobDefinitionName = "monitoringJobDefinitionName",
        MonitoringType = "monitoringType",
        ScheduleConfig = new ScheduleConfigProperty {
            ScheduleExpression = "scheduleExpression",

            // the properties below are optional
            DataAnalysisEndTime = "dataAnalysisEndTime",
            DataAnalysisStartTime = "dataAnalysisStartTime"
        }
    },
    MonitoringScheduleName = "monitoringScheduleName",

    // the properties below are optional
    EndpointName = "endpointName",
    FailureReason = "failureReason",
    LastMonitoringExecutionSummary = new MonitoringExecutionSummaryProperty {
        CreationTime = "creationTime",
        LastModifiedTime = "lastModifiedTime",
        MonitoringExecutionStatus = "monitoringExecutionStatus",
        MonitoringScheduleName = "monitoringScheduleName",
        ScheduledTime = "scheduledTime",

        // the properties below are optional
        EndpointName = "endpointName",
        FailureReason = "failureReason",
        ProcessingJobArn = "processingJobArn"
    },
    MonitoringScheduleStatus = "monitoringScheduleStatus",
    Tags = new [] { new CfnTag {
        Key = "key",
        Value = "value"
    } }
};

Synopsis

Constructors

CfnMonitoringScheduleProps()

Properties

EndpointName

The name of the endpoint using the monitoring schedule.
FailureReason

Contains the reason a monitoring job failed, if it failed.
LastMonitoringExecutionSummary

Describes metadata on the last execution to run, if there was one.
MonitoringScheduleConfig

The configuration object that specifies the monitoring schedule and defines the monitoring job.
MonitoringScheduleName

The name of the monitoring schedule.
MonitoringScheduleStatus

The status of the monitoring schedule.
Tags

An array of key-value pairs to apply to this resource.

Constructors

CfnMonitoringScheduleProps()

public CfnMonitoringScheduleProps()

Properties

EndpointName

The name of the endpoint using the monitoring schedule.

public string EndpointName { get; set; }
Property Value

System.String

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-endpointname

FailureReason

Contains the reason a monitoring job failed, if it failed.

public string FailureReason { get; set; }
Property Value

System.String

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-failurereason

LastMonitoringExecutionSummary

Describes metadata on the last execution to run, if there was one.

public object LastMonitoringExecutionSummary { get; set; }
Property Value

System.Object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-lastmonitoringexecutionsummary

MonitoringScheduleConfig

The configuration object that specifies the monitoring schedule and defines the monitoring job.

public object MonitoringScheduleConfig { get; set; }
Property Value

System.Object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringscheduleconfig

MonitoringScheduleName

The name of the monitoring schedule.

public string MonitoringScheduleName { get; set; }
Property Value

System.String

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulename

MonitoringScheduleStatus

The status of the monitoring schedule.

public string MonitoringScheduleStatus { get; set; }
Property Value

System.String

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-monitoringschedulestatus

Tags

An array of key-value pairs to apply to this resource.

public ICfnTag[] Tags { get; set; }
Property Value

ICfnTag[]

Remarks

For more information, see Tag .

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-resource-sagemaker-monitoringschedule.html#cfn-sagemaker-monitoringschedule-tags

Implements