oci_datascience_ml_application_instance

This resource provides the Ml Application Instance resource in Oracle Cloud Infrastructure Data Science service. Api doc link for the resource: https://docs.oracle.com/iaas/api/#/en/data-science/latest/MlApplicationInstance

Example terraform configs related to the resource : https://github.com/oracle/terraform-provider-oci/tree/master/examples/datascience

Creates a new MlApplicationInstance.

Example Usage

resource "oci_datascience_ml_application_instance" "test_ml_application_instance" {
	#Required
	compartment_id = var.compartment_id
	ml_application_id = oci_datascience_ml_application.test_ml_application.id
	ml_application_implementation_id = oci_datascience_ml_application_implementation.test_ml_application_implementation.id

	#Optional
	auth_configuration {
		#Required
		type = var.ml_application_instance_auth_configuration_type

		#Optional
		access_token = var.ml_application_instance_auth_configuration_access_token
		application_name = oci_dataflow_application.test_application.name
		audience = var.ml_application_instance_auth_configuration_audience
		domain_id = oci_identity_domain.test_domain.id
		role_name = var.ml_application_instance_auth_configuration_role_name
		scope = var.ml_application_instance_auth_configuration_scope
	}
	configuration {
		#Required
		key = var.ml_application_instance_configuration_key

		#Optional
		value = var.ml_application_instance_configuration_value
	}
	defined_tags = {"Operations.CostCenter"= "42"}
	display_name = var.ml_application_instance_display_name
	freeform_tags = {"Department"= "Finance"}
	is_enabled = var.ml_application_instance_is_enabled
}

Argument Reference

The following arguments are supported:

• auth_configuration - (Optional) AuthN/Z configuration for online prediction
  • application_name - (Required when type=IDCS) Name of the IDCS application
  • domain_id - (Required when type=IDCS) Identity Domain OCID
  • type - (Required) Type of AuthN/Z
• compartment_id - (Required) (Updatable) The OCID of the compartment where the MlApplicationInstance is created.
• configuration - (Optional) (Updatable) Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
  • key - (Required) (Updatable) Key of configuration property
  • value - (Optional) (Updatable) Value of configuration property
• defined_tags - (Optional) (Updatable) Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
• display_name - (Optional) The name of MlApplicationInstance. System will generate displayName when not provided.
• freeform_tags - (Optional) (Updatable) Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
• is_enabled - (Optional) (Updatable) Defines whether the MlApplicationInstance will be created in ACTIVE (true value) or INACTIVE (false value) lifecycle state.
• ml_application_id - (Required) The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
• ml_application_implementation_id - (Required) (Updatable) The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)

** IMPORTANT ** Any change to a property that does not support update will force the destruction and recreation of the resource with the new property values

Attributes Reference

The following attributes are exported:

• auth_configuration - AuthN/Z configuration for online prediction
  • application_name - Name of the IDCS application
  • domain_id - Identity Domain OCID
  • type - Type of AuthN/Z
• compartment_id - The OCID of the compartment where the MlApplicationInstance is created.
• configuration - Data that are used for provisioning of the given MlApplicationInstance. These are validated against configurationSchema defined in referenced MlApplicationImplementation.
  • key - Key of configuration property
  • value - Value of configuration property
• defined_tags - Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations.CostCenter": "42"}
• display_name - The name of MlApplicationInstance. System will generate displayName when not provided during creation.
• freeform_tags - Free-form tags for this resource. Each tag is a simple key-value pair with no predefined name, type, or namespace. See Resource Tags. Example: {"Department": "Finance"}
• id - The OCID of the MlApplicationInstance. Unique identifier that is immutable after creation
• is_enabled - States whether the MlApplicationInstance is supposed to be in ACTIVE lifecycle state.
• lifecycle_details - A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.
• lifecycle_substate - The current substate of the MlApplicationInstance. The substate has MlApplicationInstance specific values in comparison with lifecycleState which has standard values common for all Oracle Cloud Infrastructure resources. The NEEDSATTENTION and FAILED substates are deprecated in favor of (NON)?RECOVERABLE_(PROVIDER|SERVICE)_ISSUE and will be removed in next release.
• ml_application_id - The OCID of ML Application. This resource is an instance of ML Application referenced by this OCID.
• ml_application_implementation_id - The OCID of ML Application Implementation selected as a certain solution for a given ML problem (ML Application)
• ml_application_implementation_name - The name of Ml Application Implementation (based on mlApplicationImplementationId)
• ml_application_name - The name of ML Application (based on mlApplicationId).
• prediction_endpoint_details - Prediction endpoint related information.
  • base_prediction_uri - Base URI of prediction router.
  • prediction_uris - Array of all prediction URIs per use-case.
    • uri - Prediction URI.
    • use_case - Prediction use-case.
• state - The current state of the MlApplicationInstance.
• system_tags - Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud.free-tier-retained": "true"}
• time_created - The time the the MlApplication was created. An RFC3339 formatted datetime string
• time_updated - Time of last MlApplicationInstance update in the format defined by RFC 3339.

Timeouts

The timeouts block allows you to specify timeouts for certain operations: * create - (Defaults to 20 minutes), when creating the Ml Application Instance * update - (Defaults to 20 minutes), when updating the Ml Application Instance * delete - (Defaults to 20 minutes), when destroying the Ml Application Instance

Import

MlApplicationInstances can be imported using the id, e.g.

$ terraform import oci_datascience_ml_application_instance.test_ml_application_instance "id"