SingleModelDeploymentFlexConfigurationDetails¶

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

Bases: ModelDeploymentConfigurationDetails

The configuration details for a single-model deployment with flexible, decoupled infrastructure and model configuration.

Attributes:

`DEPLOYMENT_TYPE_MODEL_GROUP`	A constant which can be used with the deployment_type property of a ModelDeploymentConfigurationDetails.
`DEPLOYMENT_TYPE_SINGLE_MODEL`	A constant which can be used with the deployment_type property of a ModelDeploymentConfigurationDetails.
`DEPLOYMENT_TYPE_SINGLE_MODEL_FLEX`	A constant which can be used with the deployment_type property of a ModelDeploymentConfigurationDetails.
`deployment_type`	[Required] Gets the deployment_type of this ModelDeploymentConfigurationDetails.
`environment_configuration_details`	Gets the environment_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.
`infrastructure_configuration_details`	[Required] Gets the infrastructure_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.
`model_configuration_details`	[Required] Gets the model_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.

Methods:

`__init__`(**kwargs)	Initializes a new SingleModelDeploymentFlexConfigurationDetails 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'¶: A constant which can be used with the deployment_type property of a ModelDeploymentConfigurationDetails. This constant has a value of “MODEL_GROUP”

DEPLOYMENT_TYPE_SINGLE_MODEL = 'SINGLE_MODEL'¶: A constant which can be used with the deployment_type property of a ModelDeploymentConfigurationDetails. This constant has a value of “SINGLE_MODEL”

DEPLOYMENT_TYPE_SINGLE_MODEL_FLEX = 'SINGLE_MODEL_FLEX'¶: A constant which can be used with the deployment_type property of a ModelDeploymentConfigurationDetails. This constant has a value of “SINGLE_MODEL_FLEX”

__init__(**kwargs)¶

Initializes a new SingleModelDeploymentFlexConfigurationDetails object with values from keyword arguments. The default value of the deployment_type attribute of this class is SINGLE_MODEL_FLEX 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 SingleModelDeploymentFlexConfigurationDetails. Allowed values for this property are: “SINGLE_MODEL”, “MODEL_GROUP”, “SINGLE_MODEL_FLEX”
model_configuration_details (oci.data_science.models.SingleModelConfigurationDetails) – The value to assign to the model_configuration_details property of this SingleModelDeploymentFlexConfigurationDetails.
infrastructure_configuration_details (oci.data_science.models.ModelDeployInfrastructureConfigurationDetails) – The value to assign to the infrastructure_configuration_details property of this SingleModelDeploymentFlexConfigurationDetails.
environment_configuration_details (oci.data_science.models.ModelDeploymentEnvironmentConfigurationDetails) – The value to assign to the environment_configuration_details property of this SingleModelDeploymentFlexConfigurationDetails.

property deployment_type¶

[Required] Gets the deployment_type of this ModelDeploymentConfigurationDetails. The type of the model deployment.

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

Returns: The deployment_type of this ModelDeploymentConfigurationDetails.
Return type: str

property environment_configuration_details¶

Gets the environment_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.

Returns: The environment_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.
Return type: oci.data_science.models.ModelDeploymentEnvironmentConfigurationDetails

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_configuration_details¶

[Required] Gets the infrastructure_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.

Returns: The infrastructure_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.
Return type: oci.data_science.models.ModelDeployInfrastructureConfigurationDetails

property model_configuration_details¶

[Required] Gets the model_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.

Returns: The model_configuration_details of this SingleModelDeploymentFlexConfigurationDetails.
Return type: oci.data_science.models.SingleModelConfigurationDetails