ManagedComputeClusterModelDeployInfrastructureConfigDetails

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

Bases: ModelDeployInfrastructureConfigurationDetails

Infrastructure configuration details for model deploy on managed compute cluster type compute target.

Attributes:

INFRASTRUCTURE_TYPE_MANAGED_COMPUTE_CLUSTER	A constant which can be used with the infrastructure_type property of a ModelDeployInfrastructureConfigurationDetails.
compute_target_id	[Required] Gets the compute_target_id of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.
infrastructure_type	[Required] Gets the infrastructure_type of this ModelDeployInfrastructureConfigurationDetails.
model_deployment_resource_configuration	[Required] Gets the model_deployment_resource_configuration of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.
network_configuration	Gets the network_configuration of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.
scaling_policy	Gets the scaling_policy of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

Methods:

__init__(**kwargs)	Initializes a new ManagedComputeClusterModelDeployInfrastructureConfigDetails 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.

INFRASTRUCTURE_TYPE_MANAGED_COMPUTE_CLUSTER = 'MANAGED_COMPUTE_CLUSTER'

A constant which can be used with the infrastructure_type property of a ModelDeployInfrastructureConfigurationDetails. This constant has a value of “MANAGED_COMPUTE_CLUSTER”

__init__(**kwargs)

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

Parameters

• infrastructure_type (str) – The value to assign to the infrastructure_type property of this ManagedComputeClusterModelDeployInfrastructureConfigDetails. Allowed values for this property are: “MANAGED_COMPUTE_CLUSTER”

• compute_target_id (str) – The value to assign to the compute_target_id property of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

• model_deployment_resource_configuration (oci.data_science.models.ManagedComputeClusterModelDeploymentResourceConfiguration) – The value to assign to the model_deployment_resource_configuration property of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

• scaling_policy (oci.data_science.models.ManagedComputeClusterWorkloadScalingPolicy) – The value to assign to the scaling_policy property of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

• network_configuration (oci.data_science.models.ManagedComputeClusterModelDeploymentNetworkConfiguration) – The value to assign to the network_configuration property of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

property compute_target_id

[Required] Gets the compute_target_id of this ManagedComputeClusterModelDeployInfrastructureConfigDetails. The OCID of a Compute Target.

Returns

The compute_target_id of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

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.

property infrastructure_type

[Required] Gets the infrastructure_type of this ModelDeployInfrastructureConfigurationDetails. The type of the infrastructure for model deployment.

Allowed values for this property are: “MANAGED_COMPUTE_CLUSTER”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns

The infrastructure_type of this ModelDeployInfrastructureConfigurationDetails.

Return type

str

property model_deployment_resource_configuration

[Required] Gets the model_deployment_resource_configuration of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

Returns

The model_deployment_resource_configuration of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

Return type

oci.data_science.models.ManagedComputeClusterModelDeploymentResourceConfiguration

property network_configuration

Gets the network_configuration of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

Returns

The network_configuration of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

Return type

oci.data_science.models.ManagedComputeClusterModelDeploymentNetworkConfiguration

property scaling_policy

Gets the scaling_policy of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

Returns

The scaling_policy of this ManagedComputeClusterModelDeployInfrastructureConfigDetails.

Return type

oci.data_science.models.ManagedComputeClusterWorkloadScalingPolicy