UpdateModelGroupDeploymentConfigurationDetails

class oci.data_science.models.UpdateModelGroupDeploymentConfigurationDetails(**kwargs)

Bases: oci.data_science.models.update_model_deployment_configuration_details.UpdateModelDeploymentConfigurationDetails

The model group type deployment for update.

Attributes

DEPLOYMENT_TYPE_MODEL_GROUP str(object=’’) -> str
DEPLOYMENT_TYPE_SINGLE_MODEL str(object=’’) -> str
UPDATE_TYPE_LIVE A constant which can be used with the update_type property of a UpdateModelGroupDeploymentConfigurationDetails.
UPDATE_TYPE_ZDT A constant which can be used with the update_type property of a UpdateModelGroupDeploymentConfigurationDetails.
deployment_type Gets the deployment_type of this UpdateModelDeploymentConfigurationDetails.
environment_configuration_details Gets the environment_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.
infrastructure_configuration_details Gets the infrastructure_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.
model_group_configuration_details Gets the model_group_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.
update_type Gets the update_type of this UpdateModelGroupDeploymentConfigurationDetails.

Methods

__init__(**kwargs) Initializes a new UpdateModelGroupDeploymentConfigurationDetails 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.
DEPLOYMENT_TYPE_MODEL_GROUP = 'MODEL_GROUP'
DEPLOYMENT_TYPE_SINGLE_MODEL = 'SINGLE_MODEL'
UPDATE_TYPE_LIVE = 'LIVE'

A constant which can be used with the update_type property of a UpdateModelGroupDeploymentConfigurationDetails. This constant has a value of “LIVE”

UPDATE_TYPE_ZDT = 'ZDT'

A constant which can be used with the update_type property of a UpdateModelGroupDeploymentConfigurationDetails. This constant has a value of “ZDT”

__init__(**kwargs)

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

Parameters:
  • deployment_type (str) – The value to assign to the deployment_type property of this UpdateModelGroupDeploymentConfigurationDetails. Allowed values for this property are: “SINGLE_MODEL”, “MODEL_GROUP”
  • update_type (str) – The value to assign to the update_type property of this UpdateModelGroupDeploymentConfigurationDetails. Allowed values for this property are: “ZDT”, “LIVE”
  • model_group_configuration_details (oci.data_science.models.UpdateModelGroupConfigurationDetails) – The value to assign to the model_group_configuration_details property of this UpdateModelGroupDeploymentConfigurationDetails.
  • infrastructure_configuration_details (oci.data_science.models.UpdateInfrastructureConfigurationDetails) – The value to assign to the infrastructure_configuration_details property of this UpdateModelGroupDeploymentConfigurationDetails.
  • environment_configuration_details (oci.data_science.models.UpdateModelDeploymentEnvironmentConfigurationDetails) – The value to assign to the environment_configuration_details property of this UpdateModelGroupDeploymentConfigurationDetails.
deployment_type

Gets the deployment_type of this UpdateModelDeploymentConfigurationDetails. The type of the model deployment.

Allowed values for this property are: “SINGLE_MODEL”, “MODEL_GROUP”

Returns:The deployment_type of this UpdateModelDeploymentConfigurationDetails.
Return type:str
environment_configuration_details

Gets the environment_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.

Returns:The environment_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.
Return type:oci.data_science.models.UpdateModelDeploymentEnvironmentConfigurationDetails
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.

infrastructure_configuration_details

Gets the infrastructure_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.

Returns:The infrastructure_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.
Return type:oci.data_science.models.UpdateInfrastructureConfigurationDetails
model_group_configuration_details

Gets the model_group_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.

Returns:The model_group_configuration_details of this UpdateModelGroupDeploymentConfigurationDetails.
Return type:oci.data_science.models.UpdateModelGroupConfigurationDetails
update_type

Gets the update_type of this UpdateModelGroupDeploymentConfigurationDetails. The type of update operation.

Allowed values for this property are: “ZDT”, “LIVE”

Returns:The update_type of this UpdateModelGroupDeploymentConfigurationDetails.
Return type:str