DataScienceModelDeploymentInstanceComponent¶

class oci.data_science.models.DataScienceModelDeploymentInstanceComponent(**kwargs)¶

Bases: oci.data_science.models.instance_component.InstanceComponent

Reference to Data Science Model Deployment

Attributes

`TYPE_DATA_SCIENCE_MODEL_DEPLOYMENT`	str(object=’’) -> str
`TYPE_DATA_SCIENCE_SCHEDULE`	str(object=’’) -> str
`TYPE_GENERIC_OCI_RESOURCE`	str(object=’’) -> str
`TYPE_ML_APPLICATION_INSTANCE_INTERNAL_TRIGGER`	str(object=’’) -> str
`TYPE_OBJECT_STORAGE_BUCKET`	str(object=’’) -> str
`TYPE_OBJECT_STORAGE_OBJECT`	str(object=’’) -> str
`component_name`	[Required] Gets the component_name of this InstanceComponent.
`model_deployment_id`	[Required] Gets the model_deployment_id of this DataScienceModelDeploymentInstanceComponent.
`name`	Gets the name of this InstanceComponent.
`prediction_use_case_name`	[Required] Gets the prediction_use_case_name of this DataScienceModelDeploymentInstanceComponent.
`type`	[Required] Gets the type of this InstanceComponent.

Methods

`__init__`(**kwargs)	Initializes a new DataScienceModelDeploymentInstanceComponent object with values from keyword arguments.
`get_subtype`(object_dictionary)	Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

TYPE_DATA_SCIENCE_MODEL_DEPLOYMENT = 'DATA_SCIENCE_MODEL_DEPLOYMENT'¶

TYPE_DATA_SCIENCE_SCHEDULE = 'DATA_SCIENCE_SCHEDULE'¶

TYPE_GENERIC_OCI_RESOURCE = 'GENERIC_OCI_RESOURCE'¶

TYPE_ML_APPLICATION_INSTANCE_INTERNAL_TRIGGER = 'ML_APPLICATION_INSTANCE_INTERNAL_TRIGGER'¶

TYPE_OBJECT_STORAGE_BUCKET = 'OBJECT_STORAGE_BUCKET'¶

TYPE_OBJECT_STORAGE_OBJECT = 'OBJECT_STORAGE_OBJECT'¶

__init__(**kwargs)¶

Initializes a new DataScienceModelDeploymentInstanceComponent object with values from keyword arguments. The default value of the type attribute of this class is DATA_SCIENCE_MODEL_DEPLOYMENT and it should not be changed. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:

type (str) – The value to assign to the type property of this DataScienceModelDeploymentInstanceComponent. Allowed values for this property are: “DATA_SCIENCE_MODEL_DEPLOYMENT”, “OBJECT_STORAGE_BUCKET”, “OBJECT_STORAGE_OBJECT”, “ML_APPLICATION_INSTANCE_INTERNAL_TRIGGER”, “DATA_SCIENCE_SCHEDULE”, “GENERIC_OCI_RESOURCE”
name (str) – The value to assign to the name property of this DataScienceModelDeploymentInstanceComponent.
component_name (str) – The value to assign to the component_name property of this DataScienceModelDeploymentInstanceComponent.
prediction_use_case_name (str) – The value to assign to the prediction_use_case_name property of this DataScienceModelDeploymentInstanceComponent.
model_deployment_id (str) – The value to assign to the model_deployment_id property of this DataScienceModelDeploymentInstanceComponent.

component_name¶

[Required] Gets the component_name of this InstanceComponent. Name of instance component

Returns:	The component_name of this InstanceComponent.
Return type:	str

static get_subtype(object_dictionary)¶: Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

model_deployment_id¶

[Required] Gets the model_deployment_id of this DataScienceModelDeploymentInstanceComponent. OCID of Data Science Model Deployment

Returns:	The model_deployment_id of this DataScienceModelDeploymentInstanceComponent.
Return type:	str

name¶

Gets the name of this InstanceComponent. Name of referenced resource (generally resources do not have to have any name but most resources have name exposed as ‘name’ or ‘displayName’ field).

Returns:	The name of this InstanceComponent.
Return type:	str

prediction_use_case_name¶

[Required] Gets the prediction_use_case_name of this DataScienceModelDeploymentInstanceComponent. Name of online prediction use-case (defined in ML Application) for which this Model Deployment serves predictions

Returns:	The prediction_use_case_name of this DataScienceModelDeploymentInstanceComponent.
Return type:	str

type¶

[Required] Gets the type of this InstanceComponent. Type of instance component

Allowed values for this property are: “DATA_SCIENCE_MODEL_DEPLOYMENT”, “OBJECT_STORAGE_BUCKET”, “OBJECT_STORAGE_OBJECT”, “ML_APPLICATION_INSTANCE_INTERNAL_TRIGGER”, “DATA_SCIENCE_SCHEDULE”, “GENERIC_OCI_RESOURCE”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The type of this InstanceComponent.
Return type:	str