Class MlApplicationImplementation

Resource representing solution for AI/ML use-case defined by ML Application

Inheritance

object

MlApplicationImplementation

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: Oci.DatascienceService.Models

Assembly: OCI.DotNetSDK.Datascience.dll

Syntax

public class MlApplicationImplementation

Properties

AllowedMigrationDestinations

Declaration

[JsonProperty(PropertyName = "allowedMigrationDestinations")]
public List<string> AllowedMigrationDestinations { get; set; }

Property Value

Type	Description
List<string>	List of ML Application Implementation OCIDs for which migration from this implementation is allowed. Migration means that if consumers change implementation for their instances to implementation with OCID from this list, instance components will be updated in place otherwise new instance components are created based on the new implementation and old instance components are removed.

ApplicationComponents

Declaration

[JsonProperty(PropertyName = "applicationComponents")]
public List<ApplicationComponent> ApplicationComponents { get; set; }

Property Value

Type	Description
List<ApplicationComponent>	List of application components (OCI resources shared for all MlApplicationInstances). These have been created automatically based on their definitions in the ML Application package.

CompartmentId

Declaration

[Required(ErrorMessage = "CompartmentId is required.")]
[JsonProperty(PropertyName = "compartmentId")]
public string CompartmentId { get; set; }

Property Value

Type	Description
string	The OCID of the compartment where ML Application Implementation is created.

Remarks

Required

ConfigurationSchema

Declaration

[JsonProperty(PropertyName = "configurationSchema")]
public List<ConfigurationPropertySchema> ConfigurationSchema { get; set; }

Property Value

Type	Description
List<ConfigurationPropertySchema>	Schema of configuration which needs to be provided for each ML Application Instance. It is defined in the ML Application package descriptor.

DefinedTags

Declaration

[Required(ErrorMessage = "DefinedTags is required.")]
[JsonProperty(PropertyName = "definedTags")]
public Dictionary<string, Dictionary<string, object>> DefinedTags { get; set; }

Property Value

Type	Description
Dictionary<string, Dictionary<string, object>>	Defined tags for this resource. Each key is predefined and scoped to a namespace. See Resource Tags. Example: {"Operations": {"CostCenter": "42"}}

Remarks

Required

Description

Declaration

[JsonProperty(PropertyName = "description")]
public string Description { get; set; }

Property Value

Type	Description
string	Description of ML Application Implementation defined in ML Application package descriptor

FreeformTags

Declaration

[Required(ErrorMessage = "FreeformTags is required.")]
[JsonProperty(PropertyName = "freeformTags")]
public Dictionary<string, string> FreeformTags { get; set; }

Property Value

Type	Description
Dictionary<string, string>	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"}

Remarks

Required

Id

Declaration

[Required(ErrorMessage = "Id is required.")]
[JsonProperty(PropertyName = "id")]
public string Id { get; set; }

Property Value

Type	Description
string	The OCID of the MlApplicationImplementation. Unique identifier that is immutable after creation.

Remarks

Required

LifecycleDetails

Declaration

[Required(ErrorMessage = "LifecycleDetails is required.")]
[JsonProperty(PropertyName = "lifecycleDetails")]
public string LifecycleDetails { get; set; }

Property Value

Type	Description
string	A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in Failed state.

Remarks

Required

LifecycleState

Declaration

[Required(ErrorMessage = "LifecycleState is required.")]
[JsonProperty(PropertyName = "lifecycleState")]
[JsonConverter(typeof(ResponseEnumConverter))]
public MlApplicationImplementation.LifecycleStateEnum? LifecycleState { get; set; }

Property Value

Type	Description
MlApplicationImplementation.LifecycleStateEnum?	The current state of the MlApplicationImplementation.

Remarks

Required

Logging

Declaration

[JsonProperty(PropertyName = "logging")]
public ImplementationLogging Logging { get; set; }

Property Value

Type	Description
ImplementationLogging

MlApplicationId

Declaration

[Required(ErrorMessage = "MlApplicationId is required.")]
[JsonProperty(PropertyName = "mlApplicationId")]
public string MlApplicationId { get; set; }

Property Value

Type	Description
string	The OCID of the ML Application implemented by this ML Application Implementation.

Remarks

Required

MlApplicationName

Declaration

[Required(ErrorMessage = "MlApplicationName is required.")]
[JsonProperty(PropertyName = "mlApplicationName")]
public string MlApplicationName { get; set; }

Property Value

Type	Description
string	The name of ML Application (based on mlApplicationId)

Remarks

Required

MlApplicationPackageArguments

Declaration

[JsonProperty(PropertyName = "mlApplicationPackageArguments")]
public MlApplicationPackageArguments MlApplicationPackageArguments { get; set; }

Property Value

Type	Description
MlApplicationPackageArguments

Name

Declaration

[Required(ErrorMessage = "Name is required.")]
[JsonProperty(PropertyName = "name")]
public string Name { get; set; }

Property Value

Type	Description
string	ML Application Implementation name which is unique for given ML Application.

Remarks

Required

PackageVersion

Declaration

[JsonProperty(PropertyName = "packageVersion")]
public string PackageVersion { get; set; }

Property Value

Type	Description
string	The version of ML Application Package (e.g. "1.2" or "2.0.4") defined in ML Application package descriptor. Value is not mandatory only for CREATING state otherwise it must be always presented.

SystemTags

Declaration

[JsonProperty(PropertyName = "systemTags")]
public Dictionary<string, Dictionary<string, object>> SystemTags { get; set; }

Property Value

Type	Description
Dictionary<string, Dictionary<string, object>>	Usage of system tag keys. These predefined keys are scoped to namespaces. Example: {"orcl-cloud": {"free-tier-retained": "true"}}

TimeCreated

Declaration

[Required(ErrorMessage = "TimeCreated is required.")]
[JsonProperty(PropertyName = "timeCreated")]
public DateTime? TimeCreated { get; set; }

Property Value

Type	Description
DateTime?	Creation time of MlApplicationImplementation creation in the format defined by RFC 3339.

Remarks

Required

TimeUpdated

Declaration

[Required(ErrorMessage = "TimeUpdated is required.")]
[JsonProperty(PropertyName = "timeUpdated")]
public DateTime? TimeUpdated { get; set; }

Property Value

Type	Description
DateTime?	Time of last MlApplicationImplementation update in the format defined by RFC 3339.

Remarks

Required