ModelQualityJobDefinition

sagemaker.services.k8s.aws/v1alpha1

Metadata#

Spec#

jobDefinitionName: string
jobResources: 
  clusterConfig: 
    instanceCount: integer
    instanceType: string
    volumeKMSKeyID: string
    volumeSizeInGB: integer
modelQualityAppSpecification: 
  containerArguments:
  - string
  containerEntrypoint:
  - string
  environment: {}
  imageURI: string
  postAnalyticsProcessorSourceURI: string
  problemType: string
  recordPreprocessorSourceURI: string
modelQualityBaselineConfig: 
  baseliningJobName: string
  constraintsResource: 
    s3URI: string
modelQualityJobInput: 
  endpointInput: 
    endTimeOffset: string
    endpointName: string
    excludeFeaturesAttribute: string
    featuresAttribute: string
    inferenceAttribute: string
    localPath: string
    probabilityAttribute: string
    probabilityThresholdAttribute: number
    s3DataDistributionType: string
    s3InputMode: string
    startTimeOffset: string
  groundTruthS3Input: 
    s3URI: string
modelQualityJobOutputConfig: 
  kmsKeyID: string
  monitoringOutputs:
    s3Output: 
      localPath: string
      s3URI: string
      s3UploadMode: string
networkConfig: 
  enableInterContainerTrafficEncryption: boolean
  enableNetworkIsolation: boolean
  vpcConfig: 
    securityGroupIDs:
    - string
    subnets:
    - string
roleARN: string
stoppingCondition: 
  maxRuntimeInSeconds: integer
tags:
- key: string
  value: string

You can add tags to notebook instances, training jobs, hyperparameter tuning jobs, batch transform jobs, models, labeling jobs, work teams, endpoint configurations, and endpoints. For more information on adding tags to SageMaker resources, see AddTags (https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_AddTags.html).

For more information on adding metadata to your Amazon Web Services resources with tagging, see Tagging Amazon Web Services resources (https://docs.aws.amazon.com/general/latest/gr/aws_tagging.html). For advice on best practices for managing Amazon Web Services resources with tagging, see Tagging Best Practices: Implement an Effective Amazon Web Services Resource Tagging Strategy (https://d1.awsstatic.com/whitepapers/aws-tagging-best-practices.pdf). || tags.[].key
Optional | string
| | tags.[].value
Optional | string
|

Status#

ackResourceMetadata: 
  arn: string
  ownerAccountID: string
  region: string
conditions:
- lastTransitionTime: string
  message: string
  reason: string
  status: string
  type: string