interface SageMakerHyperParameterTuningJobStateChangeProps 🔹

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

Props type for aws.sagemaker@SageMakerHyperParameterTuningJobStateChange event.

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { events as sagemaker_events } from '@aws-cdk/mixins-preview/aws-sagemaker';
const sageMakerHyperParameterTuningJobStateChangeProps: sagemaker_events.SageMakerHyperParameterTuningJobStateChange.SageMakerHyperParameterTuningJobStateChangeProps = {
  creationTime: ['creationTime'],
  eventMetadata: {
    region: ['region'],
    resources: ['resources'],
    version: ['version'],
  },
  hyperParameterTuningJobArn: ['hyperParameterTuningJobArn'],
  hyperParameterTuningJobName: ['hyperParameterTuningJobName'],
  hyperParameterTuningJobStatus: ['hyperParameterTuningJobStatus'],
  lastModifiedTime: ['lastModifiedTime'],
  objectiveStatusCounters: {
    failed: ['failed'],
    pending: ['pending'],
    succeeded: ['succeeded'],
  },
  tags: [{
    key: ['key'],
    value: ['value'],
  }],
  trainingJobDefinition: {
    algorithmSpecification: {
      metricDefinitions: [{
        name: ['name'],
        regex: ['regex'],
      }],
      trainingImage: ['trainingImage'],
      trainingInputMode: ['trainingInputMode'],
    },
    inputDataConfig: [{
      channelName: ['channelName'],
      compressionType: ['compressionType'],
      contentType: ['contentType'],
      dataSource: {
        s3DataSource: {
          s3DataDistributionType: ['s3DataDistributionType'],
          s3DataType: ['s3DataType'],
          s3Uri: ['s3Uri'],
        },
      },
      recordWrapperType: ['recordWrapperType'],
    }],
    outputDataConfig: {
      kmsKeyId: ['kmsKeyId'],
      s3OutputPath: ['s3OutputPath'],
    },
    resourceConfig: {
      instanceCount: ['instanceCount'],
      instanceType: ['instanceType'],
      volumeKmsKeyId: ['volumeKmsKeyId'],
      volumeSizeInGb: ['volumeSizeInGb'],
    },
    roleArn: ['roleArn'],
    staticHyperParameters: {
      key: ['key'],
      value: ['value'],
    },
    stoppingCondition: {
      maxRuntimeInSeconds: ['maxRuntimeInSeconds'],
    },
    vpcConfig: {
      securityGroupIds: ['securityGroupIds'],
      subnets: ['subnets'],
    },
  },
  trainingJobStatusCounters: {
    completed: ['completed'],
    inProgress: ['inProgress'],
    nonRetryableError: ['nonRetryableError'],
    retryableError: ['retryableError'],
    stopped: ['stopped'],
  },
};

Properties

Name	Type	Description
creationTime?🔹	string[]	CreationTime property.
eventMetadata?🔹	AWSEventMetadataProps	EventBridge event metadata.
hyperParameterTuningJobArn?🔹	string[]	HyperParameterTuningJobArn property.
hyperParameterTuningJobName?🔹	string[]	HyperParameterTuningJobName property.
hyperParameterTuningJobStatus?🔹	string[]	HyperParameterTuningJobStatus property.
lastModifiedTime?🔹	string[]	LastModifiedTime property.
objectiveStatusCounters?🔹	ObjectiveStatusCounters	ObjectiveStatusCounters property.
tags?🔹	Tags[]	Tags property.
trainingJobDefinition?🔹	TrainingJobDefinition	TrainingJobDefinition property.
trainingJobStatusCounters?🔹	TrainingJobStatusCounters	TrainingJobStatusCounters property.

---

creationTime?🔹

Type: string[] (optional, default: Do not filter on this field)

CreationTime property.

Specify an array of string values to match this event if the actual value of CreationTime is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

---

eventMetadata?🔹

Type: AWSEventMetadataProps (optional, default: -)

EventBridge event metadata.

---

hyperParameterTuningJobArn?🔹

Type: string[] (optional, default: Do not filter on this field)

HyperParameterTuningJobArn property.

Specify an array of string values to match this event if the actual value of HyperParameterTuningJobArn is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

---

hyperParameterTuningJobName?🔹

Type: string[] (optional, default: Do not filter on this field)

HyperParameterTuningJobName property.

Specify an array of string values to match this event if the actual value of HyperParameterTuningJobName is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

---

hyperParameterTuningJobStatus?🔹

Type: string[] (optional, default: Do not filter on this field)

HyperParameterTuningJobStatus property.

Specify an array of string values to match this event if the actual value of HyperParameterTuningJobStatus is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

---

lastModifiedTime?🔹

Type: string[] (optional, default: Do not filter on this field)

LastModifiedTime property.

Specify an array of string values to match this event if the actual value of LastModifiedTime is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

---

objectiveStatusCounters?🔹

Type: ObjectiveStatusCounters (optional, default: Do not filter on this field)

ObjectiveStatusCounters property.

Specify an array of string values to match this event if the actual value of ObjectiveStatusCounters is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

---

tags?🔹

Type: Tags[] (optional, default: Do not filter on this field)

Tags property.

Specify an array of string values to match this event if the actual value of Tags is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

---

trainingJobDefinition?🔹

Type: TrainingJobDefinition (optional, default: Do not filter on this field)

TrainingJobDefinition property.

Specify an array of string values to match this event if the actual value of TrainingJobDefinition is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.

---

trainingJobStatusCounters?🔹

Type: TrainingJobStatusCounters (optional, default: Do not filter on this field)

TrainingJobStatusCounters property.

Specify an array of string values to match this event if the actual value of TrainingJobStatusCounters is one of the values in the array. Use one of the constructors on the aws_events.Match for more advanced matching options.