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MaterializationSettings Class

  • Reference

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"),
   )