interface CfnMonitoringScheduleMixinProps

Language	Type name
.NET	Amazon.CDK.Mixins.Preview.AWS.SageMaker.Mixins.CfnMonitoringScheduleMixinProps
Go	github.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awssagemaker/mixins#CfnMonitoringScheduleMixinProps
Java	software.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnMonitoringScheduleMixinProps
Python	aws_cdk.mixins_preview.aws_sagemaker.mixins.CfnMonitoringScheduleMixinProps
TypeScript	@aws-cdk/mixins-preview » aws_sagemaker » mixins » CfnMonitoringScheduleMixinProps

Properties for CfnMonitoringSchedulePropsMixin.

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

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { mixins as sagemaker_mixins } from '@aws-cdk/mixins-preview/aws-sagemaker';
const cfnMonitoringScheduleMixinProps: sagemaker_mixins.CfnMonitoringScheduleMixinProps = {
  endpointName: 'endpointName',
  failureReason: 'failureReason',
  lastMonitoringExecutionSummary: {
    creationTime: 'creationTime',
    endpointName: 'endpointName',
    failureReason: 'failureReason',
    lastModifiedTime: 'lastModifiedTime',
    monitoringExecutionStatus: 'monitoringExecutionStatus',
    monitoringScheduleName: 'monitoringScheduleName',
    processingJobArn: 'processingJobArn',
    scheduledTime: 'scheduledTime',
  },
  monitoringScheduleConfig: {
    monitoringJobDefinition: {
      baselineConfig: {
        constraintsResource: {
          s3Uri: 's3Uri',
        },
        statisticsResource: {
          s3Uri: 's3Uri',
        },
      },
      environment: {
        environmentKey: 'environment',
      },
      monitoringAppSpecification: {
        containerArguments: ['containerArguments'],
        containerEntrypoint: ['containerEntrypoint'],
        imageUri: 'imageUri',
        postAnalyticsProcessorSourceUri: 'postAnalyticsProcessorSourceUri',
        recordPreprocessorSourceUri: 'recordPreprocessorSourceUri',
      },
      monitoringInputs: [{
        batchTransformInput: {
          dataCapturedDestinationS3Uri: 'dataCapturedDestinationS3Uri',
          datasetFormat: {
            csv: {
              header: false,
            },
            json: {
              line: false,
            },
            parquet: false,
          },
          excludeFeaturesAttribute: 'excludeFeaturesAttribute',
          localPath: 'localPath',
          s3DataDistributionType: 's3DataDistributionType',
          s3InputMode: 's3InputMode',
        },
        endpointInput: {
          endpointName: 'endpointName',
          excludeFeaturesAttribute: 'excludeFeaturesAttribute',
          localPath: 'localPath',
          s3DataDistributionType: 's3DataDistributionType',
          s3InputMode: 's3InputMode',
        },
      }],
      monitoringOutputConfig: {
        kmsKeyId: 'kmsKeyId',
        monitoringOutputs: [{
          s3Output: {
            localPath: 'localPath',
            s3UploadMode: 's3UploadMode',
            s3Uri: 's3Uri',
          },
        }],
      },
      monitoringResources: {
        clusterConfig: {
          instanceCount: 123,
          instanceType: 'instanceType',
          volumeKmsKeyId: 'volumeKmsKeyId',
          volumeSizeInGb: 123,
        },
      },
      networkConfig: {
        enableInterContainerTrafficEncryption: false,
        enableNetworkIsolation: false,
        vpcConfig: {
          securityGroupIds: ['securityGroupIds'],
          subnets: ['subnets'],
        },
      },
      roleArn: 'roleArn',
      stoppingCondition: {
        maxRuntimeInSeconds: 123,
      },
    },
    monitoringJobDefinitionName: 'monitoringJobDefinitionName',
    monitoringType: 'monitoringType',
    scheduleConfig: {
      dataAnalysisEndTime: 'dataAnalysisEndTime',
      dataAnalysisStartTime: 'dataAnalysisStartTime',
      scheduleExpression: 'scheduleExpression',
    },
  },
  monitoringScheduleName: 'monitoringScheduleName',
  monitoringScheduleStatus: 'monitoringScheduleStatus',
  tags: [{
    key: 'key',
    value: 'value',
  }],
};

Properties

Name	Type	Description
endpointName?	string	The name of the endpoint using the monitoring schedule.
failureReason?	string	Contains the reason a monitoring job failed, if it failed.
lastMonitoringExecutionSummary?	IResolvable | MonitoringExecutionSummaryProperty	Describes metadata on the last execution to run, if there was one.
monitoringScheduleConfig?	IResolvable | MonitoringScheduleConfigProperty	The configuration object that specifies the monitoring schedule and defines the monitoring job.
monitoringScheduleName?	string	The name of the monitoring schedule.
monitoringScheduleStatus?	string	The status of the monitoring schedule.
tags?	CfnTag[]	An array of key-value pairs to apply to this resource.

---

endpointName?

Type: string (optional)

The name of the endpoint using the monitoring schedule.

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

---

failureReason?

Type: string (optional)

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

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

---

lastMonitoringExecutionSummary?

Type: IResolvable | MonitoringExecutionSummaryProperty (optional)

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

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

---

monitoringScheduleConfig?

Type: IResolvable | MonitoringScheduleConfigProperty (optional)

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

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

---

monitoringScheduleName?

Type: string (optional)

The name of the monitoring schedule.

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

---

monitoringScheduleStatus?

Type: string (optional)

The status of the monitoring schedule.

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

---

tags?

Type: CfnTag[] (optional)

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

For more information, see Tag .

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