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OpenMetadata/openmetadata-docs/content/v1.2.0-SNAPSHOT/main-concepts/metadata-standard/schemas/entity/services/mlmodelService.md
Pere Miquel Brull e77e42ebd5
[Docs] - Add 1.2.0 content (#12835)
2023-08-11 07:25:08 +02:00

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mlmodelService /main-concepts/metadata-standard/schemas/entity/services/mlmodelservice

MlModelService

MlModel Service Entity, such as MlFlow.

Properties

  • id: Unique identifier of this pipeline service instance. Refer to ../../type/basic.json#/definitions/uuid.
  • name: Name that identifies this pipeline service. Refer to ../../type/basic.json#/definitions/entityName.
  • fullyQualifiedName: FullyQualifiedName same as name. Refer to ../../type/basic.json#/definitions/fullyQualifiedEntityName.
  • serviceType: Type of pipeline service such as Airflow or Prefect... Refer to #/definitions/mlModelServiceType.
  • description (string): Description of a pipeline service instance.
  • displayName (string): Display Name that identifies this pipeline service. It could be title or label from the source services.
  • version: Metadata version of the entity. Refer to ../../type/entityHistory.json#/definitions/entityVersion.
  • updatedAt: Last update time corresponding to the new version of the entity in Unix epoch time milliseconds. Refer to ../../type/basic.json#/definitions/timestamp.
  • updatedBy (string): User who made the update.
  • pipelines: References to pipelines deployed for this pipeline service to extract metadata. Refer to ../../type/entityReferenceList.json#/definitions/entityReferenceList.
  • connection: Refer to #/definitions/mlModelConnection.
  • testConnectionResult: Last test connection results for this service. Refer to connections/testConnectionResult.json.
  • tags (array): Tags for this MlModel Service. Default: None.
    • Items: Refer to ../../type/tagLabel.json.
  • owner: Owner of this pipeline service. Refer to ../../type/entityReference.json.
  • href: Link to the resource corresponding to this pipeline service. Refer to ../../type/basic.json#/definitions/href.
  • changeDescription: Change that lead to this version of the entity. Refer to ../../type/entityHistory.json#/definitions/changeDescription.
  • deleted (boolean): When true indicates the entity has been soft deleted. Default: False.
  • domain: Domain the MLModel service belongs to. Refer to ../../type/entityReference.json.

Definitions

  • mlModelServiceType (string): Type of MlModel service. Must be one of: ['Mlflow', 'Sklearn', 'CustomMlModel', 'SageMaker'].
  • mlModelConnection (object): MlModel Connection. Cannot contain additional properties.
    • config

Documentation file automatically generated at 2023-07-07 05:50:35.981927.