MaterializationSettings Class

Defines materialization settings.

Inheritance

azure.ai.ml.entities._mixins.RestTranslatableMixin

MaterializationSettings

Constructor

MaterializationSettings(*, schedule: RecurrenceTrigger | None = None, offline_enabled: bool | None = None, online_enabled: bool | None = None, notification: Notification | None = None, resource: MaterializationComputeResource | None = None, spark_configuration: Dict[str, str] | None = None, **kwargs: Any)

Parameters

Name	Description
kwargs Required	dict A dictionary of additional configuration parameters.

Keyword-Only Parameters

Name	Description
schedule	Optional[RecurrenceTrigger] The schedule details. Defaults to None.
offline_enabled	Optional[bool] Boolean that specifies if offline store is enabled. Defaults to None.
online_enabled	Optional[bool] Boolean that specifies if online store is enabled. Defaults to None.
notification	Optional[Notification] The notification details. Defaults to None.
resource	Optional[MaterializationComputeResource] The compute resource settings. Defaults to None.
spark_configuration	Optional[dict[str, str]] The spark compute settings. Defaults to None.

Examples

Configuring MaterializationSettings.

   from azure.ai.ml.entities import MaterializationComputeResource, MaterializationSettings

   materialization_settings = MaterializationSettings(
       offline_enabled=True,
       spark_configuration={
           "spark.driver.cores": 2,
           "spark.driver.memory": "18g",
           "spark.executor.cores": 4,
           "spark.executor.memory": "18g",
           "spark.executor.instances": 5,
       },
       resource=MaterializationComputeResource(instance_type="standard_e4s_v3"),
   )