OpenMetadata/openmetadata-docs/content/v1.9.x-SNAPSHOT/main-concepts/metadata-standard/schemas/entity/services/mlmodelService.md

title	description	slug
ML Model Service | OpenMetadata ML Model Service	Capture metadata for ML model services including endpoints, configuration, and lifecycle.	/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.
• 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: [].
  • Items: Refer to ../../type/tagLabel.json.
• owners: Owners of this pipeline service. Refer to ../../type/entityReferenceList.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.
• dataProducts: List of data products this entity is part of. Refer to ../../type/entityReferenceList.json.
• 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", "VertexAI"].
• mlModelConnection (object): MlModel Connection. Cannot contain additional properties.
  • config
    • One of
      • : Refer to ./connections/mlmodel/mlflowConnection.json.
      • : Refer to ./connections/mlmodel/sklearnConnection.json.
      • : Refer to ./connections/mlmodel/customMlModelConnection.json.
      • : Refer to ./connections/mlmodel/sageMakerConnection.json.
      • : Refer to ./connections/mlmodel/vertexaiConnection.json.

Documentation file automatically generated at 2025-01-15 09:05:41.923720+00:00.