pulumi-azure-native-kotlin/com.pulumi.azurenative.machinelearningservices.kotlin.outputs

Package-level declarations

Types

data class ACIServiceResponseResponse(val appInsightsEnabled: Boolean? = null, val authEnabled: Boolean? = null, val cname: String? = null, val computeType: String, val containerResourceRequirements: ContainerResourceRequirementsResponse? = null, val dataCollection: ACIServiceResponseResponseDataCollection? = null, val deploymentType: String? = null, val description: String? = null, val encryptionProperties: ACIServiceResponseResponseEncryptionProperties? = null, val environmentImageRequest: ACIServiceResponseResponseEnvironmentImageRequest? = null, val error: ServiceResponseBaseResponseError, val kvTags: Map<String, String>? = null, val location: String? = null, val modelConfigMap: Map<String, Any>, val models: List<ModelResponse>? = null, val properties: Map<String, String>? = null, val publicFqdn: String? = null, val publicIp: String? = null, val scoringUri: String, val sslCertificate: String? = null, val sslEnabled: Boolean? = null, val sslKey: String? = null, val state: String, val swaggerUri: String, val vnetConfiguration: ACIServiceResponseResponseVnetConfiguration? = null)

The response for an ACI service.

ACIServiceResponseResponseDataCollection

data class ACIServiceResponseResponseDataCollection(val eventHubEnabled: Boolean? = null, val storageEnabled: Boolean? = null)

Details of the data collection options specified.

ACIServiceResponseResponseEncryptionProperties

data class ACIServiceResponseResponseEncryptionProperties(val keyName: String, val keyVersion: String, val vaultBaseUrl: String)

The encryption properties.

ACIServiceResponseResponseEnvironmentImageRequest

data class ACIServiceResponseResponseEnvironmentImageRequest(val assets: List<ImageAssetResponse>? = null, val driverProgram: String? = null, val environment: EnvironmentImageResponseResponseEnvironment? = null, val environmentReference: EnvironmentImageResponseResponseEnvironmentReference? = null, val modelIds: List<String>? = null, val models: List<ModelResponse>? = null)

The Environment, models and assets used for inferencing.

ACIServiceResponseResponseVnetConfiguration

data class ACIServiceResponseResponseVnetConfiguration(val subnetName: String? = null, val vnetName: String? = null)

The virtual network configuration.

AksNetworkingConfigurationResponse

data class AksNetworkingConfigurationResponse(val dnsServiceIP: String? = null, val dockerBridgeCidr: String? = null, val serviceCidr: String? = null, val subnetId: String? = null)

Advance configuration for AKS networking

AKSReplicaStatusResponseError

data class AKSReplicaStatusResponseError(val error: ErrorResponseResponse)

The error details.

AKSResponse

data class AKSResponse(val computeLocation: String? = null, val computeType: String, val description: String? = null, val isAttachedCompute: Boolean, val properties: AKSResponseProperties? = null, val provisioningErrors: List<MachineLearningServiceErrorResponse>, val provisioningState: String, val resourceId: String? = null)

A Machine Learning compute based on AKS.

AKSResponseProperties

data class AKSResponseProperties(val agentCount: Int? = null, val agentVmSize: String? = null, val aksNetworkingConfiguration: AksNetworkingConfigurationResponse? = null, val clusterFqdn: String? = null, val clusterPurpose: String? = null, val sslConfiguration: SslConfigurationResponse? = null, val systemServices: List<SystemServiceResponse>)

AKS properties

AKSServiceResponseResponse

data class AKSServiceResponseResponse(val aadAuthEnabled: Boolean? = null, val appInsightsEnabled: Boolean? = null, val authEnabled: Boolean? = null, val autoScaler: AKSServiceResponseResponseAutoScaler? = null, val computeName: String? = null, val computeType: String, val containerResourceRequirements: ContainerResourceRequirementsResponse? = null, val dataCollection: AKSServiceResponseResponseDataCollection? = null, val deploymentStatus: AKSServiceResponseResponseDeploymentStatus, val deploymentType: String? = null, val description: String? = null, val environmentImageRequest: AKSServiceResponseResponseEnvironmentImageRequest? = null, val error: ServiceResponseBaseResponseError, val isDefault: Boolean? = null, val kvTags: Map<String, String>? = null, val livenessProbeRequirements: AKSServiceResponseResponseLivenessProbeRequirements? = null, val maxConcurrentRequestsPerContainer: Int? = null, val maxQueueWaitMs: Int? = null, val modelConfigMap: Map<String, Any>, val models: List<ModelResponse>? = null, val namespace: String? = null, val numReplicas: Int? = null, val properties: Map<String, String>? = null, val scoringTimeoutMs: Int? = null, val scoringUri: String, val state: String, val swaggerUri: String, val trafficPercentile: Double? = null, val type: String? = null)

The response for an AKS service.

AKSServiceResponseResponseAutoScaler

data class AKSServiceResponseResponseAutoScaler(val autoscaleEnabled: Boolean? = null, val maxReplicas: Int? = null, val minReplicas: Int? = null, val refreshPeriodInSeconds: Int? = null, val targetUtilization: Int? = null)

The auto scaler properties.

AKSServiceResponseResponseDataCollection

data class AKSServiceResponseResponseDataCollection(val eventHubEnabled: Boolean? = null, val storageEnabled: Boolean? = null)

Details of the data collection options specified.

AKSServiceResponseResponseDeploymentStatus

data class AKSServiceResponseResponseDeploymentStatus(val availableReplicas: Int? = null, val desiredReplicas: Int? = null, val error: AKSReplicaStatusResponseError? = null, val updatedReplicas: Int? = null)

The deployment status.

AKSServiceResponseResponseEnvironmentImageRequest

data class AKSServiceResponseResponseEnvironmentImageRequest(val assets: List<ImageAssetResponse>? = null, val driverProgram: String? = null, val environment: EnvironmentImageResponseResponseEnvironment? = null, val environmentReference: EnvironmentImageResponseResponseEnvironmentReference? = null, val modelIds: List<String>? = null, val models: List<ModelResponse>? = null)

The Environment, models and assets used for inferencing.

AKSServiceResponseResponseLivenessProbeRequirements

data class AKSServiceResponseResponseLivenessProbeRequirements(val failureThreshold: Int? = null, val initialDelaySeconds: Int? = null, val periodSeconds: Int? = null, val successThreshold: Int? = null, val timeoutSeconds: Int? = null)

The liveness probe requirements.

AKSVariantResponseResponse

data class AKSVariantResponseResponse(val computeType: String, val deploymentType: String? = null, val description: String? = null, val error: ServiceResponseBaseResponseError, val isDefault: Boolean? = null, val kvTags: Map<String, String>? = null, val properties: Map<String, String>? = null, val state: String, val trafficPercentile: Double? = null, val type: String? = null)

The response for an AKS variant.

AmlComputeNodeInformationResponse

data class AmlComputeNodeInformationResponse(val nodeId: String, val nodeState: String, val port: Double, val privateIpAddress: String, val publicIpAddress: String, val runId: String)

Compute node information related to a AmlCompute.

AmlComputeResponse

data class AmlComputeResponse(val computeLocation: String? = null, val computeType: String, val description: String? = null, val isAttachedCompute: Boolean, val properties: AmlComputeResponseProperties? = null, val provisioningErrors: List<MachineLearningServiceErrorResponse>, val provisioningState: String, val resourceId: String? = null)

An Azure Machine Learning compute.

AmlComputeResponseProperties

data class AmlComputeResponseProperties(val allocationState: String, val allocationStateTransitionTime: String, val currentNodeCount: Int, val enableNodePublicIp: Boolean? = null, val errors: List<MachineLearningServiceErrorResponse>, val isolatedNetwork: Boolean? = null, val nodeStateCounts: NodeStateCountsResponse, val osType: String? = null, val remoteLoginPortPublicAccess: String? = null, val scaleSettings: ScaleSettingsResponse? = null, val subnet: ResourceIdResponse? = null, val targetNodeCount: Int, val userAccountCredentials: UserAccountCredentialsResponse? = null, val virtualMachineImage: VirtualMachineImageResponse? = null, val vmPriority: String? = null, val vmSize: String? = null)

AML Compute properties

AmlTokenResponse

data class AmlTokenResponse(val identityType: String)

AML Token identity configuration.

AssignedUserResponse

data class AssignedUserResponse(val objectId: String, val tenantId: String)

A user that can be assigned to a compute instance.

AutoScaleSettingsResponse

data class AutoScaleSettingsResponse(val maxInstances: Int? = null, val minInstances: Int? = null, val pollingInterval: String? = null, val scaleType: String, val targetUtilizationPercentage: Int? = null)

AzureDataLakeSectionResponse

data class AzureDataLakeSectionResponse(val authorityUrl: String? = null, val certificate: String? = null, val clientId: String? = null, val clientSecret: String? = null, val credentialType: String? = null, val isCertAuth: Boolean? = null, val resourceGroup: String? = null, val resourceUri: String? = null, val serviceDataAccessAuthIdentity: String? = null, val storeName: String? = null, val subscriptionId: String? = null, val tenantId: String? = null, val thumbprint: String? = null)

AzureMySqlSectionResponse

data class AzureMySqlSectionResponse(val authorityUrl: String? = null, val certificate: String? = null, val clientId: String? = null, val clientSecret: String? = null, val credentialType: String? = null, val databaseName: String? = null, val endpoint: String? = null, val isCertAuth: Boolean? = null, val portNumber: String? = null, val resourceGroup: String? = null, val resourceUri: String? = null, val serverName: String? = null, val serviceDataAccessAuthIdentity: String? = null, val subscriptionId: String? = null, val tenantId: String? = null, val thumbprint: String? = null, val userId: String? = null, val userPassword: String? = null)

AzurePostgreSqlSectionResponse

data class AzurePostgreSqlSectionResponse(val authorityUrl: String? = null, val certificate: String? = null, val clientId: String? = null, val clientSecret: String? = null, val credentialType: String? = null, val databaseName: String? = null, val enableSsl: Boolean? = null, val endpoint: String? = null, val isCertAuth: Boolean? = null, val portNumber: String? = null, val resourceGroup: String? = null, val resourceUri: String? = null, val serverName: String? = null, val serviceDataAccessAuthIdentity: String? = null, val subscriptionId: String? = null, val tenantId: String? = null, val thumbprint: String? = null, val userId: String? = null, val userPassword: String? = null)

AzureSqlDatabaseSectionResponse

data class AzureSqlDatabaseSectionResponse(val authorityUrl: String? = null, val certificate: String? = null, val clientId: String? = null, val clientSecret: String? = null, val credentialType: String? = null, val databaseName: String? = null, val endpoint: String? = null, val isCertAuth: Boolean? = null, val portNumber: String? = null, val resourceGroup: String? = null, val resourceUri: String? = null, val serverName: String? = null, val serviceDataAccessAuthIdentity: String? = null, val subscriptionId: String? = null, val tenantId: String? = null, val thumbprint: String? = null, val userId: String? = null, val userPassword: String? = null)

AzureStorageSectionResponse

data class AzureStorageSectionResponse(val accountKey: String? = null, val accountName: String? = null, val areWorkspaceManagedIdentitiesAllowed: Boolean? = null, val blobCacheTimeout: Int? = null, val clientCredentials: ClientCredentialsResponse? = null, val containerName: String? = null, val credential: String? = null, val credentialType: String? = null, val endpoint: String? = null, val isSas: Boolean? = null, val protocol: String? = null, val resourceGroup: String? = null, val sasToken: String? = null, val serviceDataAccessAuthIdentity: String? = null, val subscriptionId: String? = null)

BanditPolicyResponse

data class BanditPolicyResponse(val delayEvaluation: Int? = null, val evaluationInterval: Int? = null, val policyType: String, val slackAmount: Double? = null, val slackFactor: Double? = null)

Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation.

BatchDeploymentResponse

data class BatchDeploymentResponse(val codeConfiguration: CodeConfigurationResponse? = null, val compute: ComputeConfigurationResponse? = null, val description: String? = null, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val errorThreshold: Int? = null, val loggingLevel: String? = null, val miniBatchSize: Double? = null, val model: Any? = null, val outputConfiguration: BatchOutputConfigurationResponse? = null, val partitionKeys: List<String>? = null, val properties: Map<String, String>? = null, val retrySettings: BatchRetrySettingsResponse? = null)

Batch inference settings per deployment.

BatchEndpointResponse

data class BatchEndpointResponse(val authMode: String? = null, val description: String? = null, val properties: Map<String, String>? = null, val scoringUri: String, val swaggerUri: String, val traffic: Map<String, Int>? = null)

Batch endpoint configuration.

BatchOutputConfigurationResponse

data class BatchOutputConfigurationResponse(val appendRowFileName: String? = null, val outputAction: String? = null)

Batch inference output configuration.

BatchRetrySettingsResponse

data class BatchRetrySettingsResponse(val maxRetries: Int? = null, val timeout: String? = null)

Retry settings for a batch inference operation.

ClientCredentialsResponse

data class ClientCredentialsResponse(val authorityUrl: String? = null, val certificate: String? = null, val clientId: String? = null, val clientSecret: String? = null, val isCertAuth: Boolean? = null, val resourceGroup: String? = null, val resourceUri: String? = null, val serviceDataAccessAuthIdentity: String? = null, val subscriptionId: String? = null, val tenantId: String? = null, val thumbprint: String? = null)

CodeConfigurationResponse

data class CodeConfigurationResponse(val codeId: String? = null, val scoringScript: String)

Configuration for a scoring code asset.

CodeContainerResponse

data class CodeContainerResponse(val description: String? = null, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Container for code asset versions.

CodeVersionResponse

data class CodeVersionResponse(val datastoreId: String? = null, val description: String? = null, val isAnonymous: Boolean? = null, val path: String, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Code asset version details.

CommandJobResponse

data class CommandJobResponse(val codeId: String? = null, val command: String, val compute: ComputeConfigurationResponse, val description: String? = null, val distribution: Any? = null, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val experimentName: String? = null, val identity: Either<AmlTokenResponse, ManagedIdentityResponse>? = null, val inputDataBindings: Map<String, InputDataBindingResponse>? = null, val interactionEndpoints: Map<String, JobEndpointResponse>, val jobType: String, val output: JobOutputResponse, val outputDataBindings: Map<String, OutputDataBindingResponse>? = null, val parameters: Any, val priority: Int? = null, val properties: Map<String, String>? = null, val provisioningState: String, val status: String, val tags: Map<String, String>? = null, val timeout: String? = null)

Command job definition.

ComponentContainerResponse

data class ComponentContainerResponse(val description: String? = null, val isArchived: Boolean? = null, val latestVersion: String, val nextVersion: String, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Component container definition.

ComponentVersionResponse

data class ComponentVersionResponse(val componentSpec: Any? = null, val description: String? = null, val isAnonymous: Boolean? = null, val isArchived: Boolean? = null, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Definition of a component version: defines resources that span component types.

ComputeBindingResponse

data class ComputeBindingResponse(val computeId: String? = null, val nodeCount: Int? = null)

Compute binding definition.

ComputeConfigurationResponse

data class ComputeConfigurationResponse(val instanceCount: Int? = null, val instanceType: String? = null, val isLocal: Boolean? = null, val location: String? = null, val properties: Map<String, String>? = null, val target: String? = null)

Configuration for compute binding.

ComputeInstanceApplicationResponse

data class ComputeInstanceApplicationResponse(val displayName: String? = null, val endpointUri: String? = null)

Defines an Aml Instance application and its connectivity endpoint URI.

ComputeInstanceConnectivityEndpointsResponse

data class ComputeInstanceConnectivityEndpointsResponse(val privateIpAddress: String, val publicIpAddress: String)

Defines all connectivity endpoints and properties for an ComputeInstance.

ComputeInstanceCreatedByResponse

data class ComputeInstanceCreatedByResponse(val userId: String, val userName: String, val userOrgId: String)

Describes information on user who created this ComputeInstance.

ComputeInstanceLastOperationResponse

data class ComputeInstanceLastOperationResponse(val operationName: String? = null, val operationStatus: String? = null, val operationTime: String? = null)

The last operation on ComputeInstance.

ComputeInstanceResponse

data class ComputeInstanceResponse(val computeLocation: String? = null, val computeType: String, val description: String? = null, val isAttachedCompute: Boolean, val properties: ComputeInstanceResponseProperties? = null, val provisioningErrors: List<MachineLearningServiceErrorResponse>, val provisioningState: String, val resourceId: String? = null)

An Azure Machine Learning compute instance.

ComputeInstanceResponseProperties

data class ComputeInstanceResponseProperties(val applicationSharingPolicy: String? = null, val applications: List<ComputeInstanceApplicationResponse>, val computeInstanceAuthorizationType: String? = null, val connectivityEndpoints: ComputeInstanceConnectivityEndpointsResponse, val createdBy: ComputeInstanceCreatedByResponse, val errors: List<MachineLearningServiceErrorResponse>, val lastOperation: ComputeInstanceLastOperationResponse, val personalComputeInstanceSettings: PersonalComputeInstanceSettingsResponse? = null, val setupScripts: SetupScriptsResponse? = null, val sshSettings: ComputeInstanceSshSettingsResponse? = null, val state: String, val subnet: ResourceIdResponse? = null, val vmSize: String? = null)

Compute Instance properties

ComputeInstanceSshSettingsResponse

data class ComputeInstanceSshSettingsResponse(val adminPublicKey: String? = null, val adminUserName: String, val sshPort: Int, val sshPublicAccess: String? = null)

Specifies policy and settings for SSH access.

ContainerResourceRequirementsResponse

data class ContainerResourceRequirementsResponse(val cpu: Double? = null, val cpuLimit: Double? = null, val fpga: Int? = null, val gpu: Int? = null, val memoryInGB: Double? = null, val memoryInGBLimit: Double? = null)

The resource requirements for the container (cpu and memory).

CosmosDbSettingsResponse

data class CosmosDbSettingsResponse(val collectionsThroughput: Int? = null)

DatabricksResponse

data class DatabricksResponse(val computeLocation: String? = null, val computeType: String, val description: String? = null, val isAttachedCompute: Boolean, val properties: DatabricksResponseProperties? = null, val provisioningErrors: List<MachineLearningServiceErrorResponse>, val provisioningState: String, val resourceId: String? = null)

A DataFactory compute.

DatabricksResponseProperties

data class DatabricksResponseProperties(val databricksAccessToken: String? = null, val workspaceUrl: String? = null)

DataContainerResponse

data class DataContainerResponse(val description: String? = null, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Container for data asset versions.

DataFactoryResponse

data class DataFactoryResponse(val computeLocation: String? = null, val computeType: String, val description: String? = null, val isAttachedCompute: Boolean, val provisioningErrors: List<MachineLearningServiceErrorResponse>, val provisioningState: String, val resourceId: String? = null)

A DataFactory compute.

DataLakeAnalyticsResponse

data class DataLakeAnalyticsResponse(val computeLocation: String? = null, val computeType: String, val description: String? = null, val isAttachedCompute: Boolean, val properties: DataLakeAnalyticsResponseProperties? = null, val provisioningErrors: List<MachineLearningServiceErrorResponse>, val provisioningState: String, val resourceId: String? = null)

A DataLakeAnalytics compute.

DataLakeAnalyticsResponseProperties

data class DataLakeAnalyticsResponseProperties(val dataLakeStoreAccountName: String? = null)

DataPathAssetReferenceResponse

data class DataPathAssetReferenceResponse(val datastoreId: String? = null, val path: String? = null, val referenceType: String)

Reference to an asset via its path in a datastore.

DatasetReferenceResponse

data class DatasetReferenceResponse(val id: String? = null, val name: String? = null)

The dataset reference object.

DatasetResponse

data class DatasetResponse(val createdTime: String, val datasetId: String, val datasetState: DatasetStateResponse? = null, val datasetType: String, val defaultCompute: String, val description: String, val etag: String, val isVisible: Boolean, val latest: DatasetResponseLatest? = null, val modifiedTime: String, val name: String, val tags: Map<String, String>)

Machine Learning dataset object.

DatasetResponseDataPath

data class DatasetResponseDataPath(val additionalProperties: Map<String, Any>? = null, val azureFilePath: String, val datastoreName: String, val httpUrl: String, val partitionFormat: String, val partitionFormatIgnoreError: Boolean, val paths: List<String>, val relativePath: String, val sqlDataPath: DatasetResponseSqlDataPath? = null)

Datastore and reference to location of data such as relativePath, Sql Query and etc.

DatasetResponseLatest

data class DatasetResponseLatest(val createdBy: UserInfoResponse? = null, val createdTime: String, val dataPath: DatasetResponseDataPath? = null, val dataflow: String, val datasetDefinitionState: DatasetStateResponse? = null, val datasetId: String, val description: String, val etag: String, val fileType: String, val modifiedTime: String, val notes: String, val partitionFormatInPath: Boolean, val properties: Map<String, Any>? = null, val savedDatasetId: String, val tags: Map<String, String>, val telemetryInfo: Map<String, String>, val useDescriptionTagsFromDefinition: Boolean, val versionId: String)

Last created Dataset definition.

DatasetResponseSqlDataPath

data class DatasetResponseSqlDataPath(val queryTimeout: Double, val sqlQuery: String, val sqlStoredProcedureName: String, val sqlTableName: String)

Sql Query/Table/Stored Procedure details.

DatasetStateResponse

data class DatasetStateResponse(val deprecatedBy: DatasetStateResponseDeprecatedBy? = null, val etag: String, val state: String? = null)

Dataset state

DatasetStateResponseDeprecatedBy

data class DatasetStateResponseDeprecatedBy(val datasetId: String, val definitionVersion: String? = null)

Reference to better Dataset or a Definition

DatastoreResponse

data class DatastoreResponse(val azureDataLakeSection: AzureDataLakeSectionResponse? = null, val azureMySqlSection: AzureMySqlSectionResponse? = null, val azurePostgreSqlSection: AzurePostgreSqlSectionResponse? = null, val azureSqlDatabaseSection: AzureSqlDatabaseSectionResponse? = null, val azureStorageSection: AzureStorageSectionResponse? = null, val createdBy: UserInfoResponse, val createdTime: String, val dataStoreType: String? = null, val description: String? = null, val glusterFsSection: GlusterFsSectionResponse? = null, val hasBeenValidated: Boolean? = null, val linkedInfo: LinkedInfoResponse? = null, val modifiedBy: UserInfoResponse, val modifiedTime: String, val name: String? = null, val tags: Map<String, String>)

Machine Learning datastore object.

DataVersionResponse

data class DataVersionResponse(val datasetType: String? = null, val datastoreId: String? = null, val description: String? = null, val isAnonymous: Boolean? = null, val path: String, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Data asset version details.

DockerBuildResponse

data class DockerBuildResponse(val context: String? = null, val dockerSpecificationType: String, val dockerfile: String, val platform: DockerImagePlatformResponse? = null)

Class to represent configuration settings for Docker Build

DockerImagePlatformResponse

data class DockerImagePlatformResponse(val operatingSystemType: String? = null)

DockerImageResponse

data class DockerImageResponse(val dockerImageUri: String, val dockerSpecificationType: String, val platform: DockerImagePlatformResponse? = null)

Class to represent configuration settings for Docker Build

EncryptionPropertyResponse

data class EncryptionPropertyResponse(val identity: IdentityForCmkResponse? = null, val keyVaultProperties: KeyVaultPropertiesResponse, val status: String)

EnvironmentContainerResponse

data class EnvironmentContainerResponse(val description: String? = null, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Container for environment specification versions.

EnvironmentImageResponseResponseEnvironment

data class EnvironmentImageResponseResponseEnvironment(val docker: ModelEnvironmentDefinitionResponseResponseDocker? = null, val environmentVariables: Map<String, String>? = null, val inferencingStackVersion: String? = null, val name: String? = null, val python: ModelEnvironmentDefinitionResponseResponsePython? = null, val r: ModelEnvironmentDefinitionResponseResponseR? = null, val spark: ModelEnvironmentDefinitionResponseResponseSpark? = null, val version: String? = null)

The details of the AZURE ML environment.

EnvironmentImageResponseResponseEnvironmentReference

data class EnvironmentImageResponseResponseEnvironmentReference(val name: String? = null, val version: String? = null)

The unique identifying details of the AZURE ML environment.

EnvironmentSpecificationVersionResponse

data class EnvironmentSpecificationVersionResponse(val condaFile: String? = null, val description: String? = null, val docker: Either<DockerBuildResponse, DockerImageResponse>? = null, val environmentSpecificationType: String, val inferenceContainerProperties: InferenceContainerPropertiesResponse? = null, val isAnonymous: Boolean? = null, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Environment specification version details.

ErrorDetailResponse

data class ErrorDetailResponse(val code: String, val message: String)

Error detail information.

ErrorResponseResponse

data class ErrorResponseResponse(val code: String, val details: List<ErrorDetailResponse>, val message: String)

Error response information.

FlavorDataResponse

data class FlavorDataResponse(val data: Map<String, String>? = null)

GetACIServiceResult

data class GetACIServiceResult(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val properties: Any, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

Machine Learning service object wrapped into ARM resource envelope.

GetAKSServiceResult

data class GetAKSServiceResult(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val properties: Any, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

Machine Learning service object wrapped into ARM resource envelope.

GetBatchDeploymentResult

data class GetBatchDeploymentResult(val id: String, val identity: ResourceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val properties: BatchDeploymentResponse, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetBatchEndpointResult

data class GetBatchEndpointResult(val id: String, val identity: ResourceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val properties: BatchEndpointResponse, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetCodeContainerResult

data class GetCodeContainerResult(val id: String, val name: String, val properties: CodeContainerResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetCodeVersionResult

data class GetCodeVersionResult(val id: String, val name: String, val properties: CodeVersionResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetComponentContainerResult

data class GetComponentContainerResult(val componentContainerDetails: ComponentContainerResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetComponentVersionResult

data class GetComponentVersionResult(val componentVersionDetails: ComponentVersionResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetDataContainerResult

data class GetDataContainerResult(val id: String, val name: String, val properties: DataContainerResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetDataVersionResult

data class GetDataVersionResult(val id: String, val name: String, val properties: DataVersionResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetEndpointVariantResult

data class GetEndpointVariantResult(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val properties: Any, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

Machine Learning service object wrapped into ARM resource envelope.

GetEnvironmentContainerResult

data class GetEnvironmentContainerResult(val id: String, val name: String, val properties: EnvironmentContainerResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetEnvironmentSpecificationVersionResult

data class GetEnvironmentSpecificationVersionResult(val id: String, val name: String, val properties: EnvironmentSpecificationVersionResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetJobResult

data class GetJobResult(val id: String, val name: String, val properties: Either<CommandJobResponse, SweepJobResponse>, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetLabelingJobResult

data class GetLabelingJobResult(val id: String, val name: String, val properties: LabelingJobPropertiesResponse, val systemData: SystemDataResponse, val type: String)

Machine Learning labeling job object wrapped into ARM resource envelope.

GetLinkedServiceResult

data class GetLinkedServiceResult(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val properties: LinkedServicePropsResponse, val type: String)

Linked service.

GetLinkedWorkspaceResult

data class GetLinkedWorkspaceResult(val id: String, val name: String, val properties: LinkedWorkspacePropsResponse, val type: String)

Linked workspace.

GetMachineLearningComputeResult

data class GetMachineLearningComputeResult(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val properties: Any, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

Machine Learning compute object wrapped into ARM resource envelope.

GetMachineLearningDatasetResult

data class GetMachineLearningDatasetResult(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val properties: DatasetResponse, val sku: SkuResponse? = null, val tags: Map<String, String>? = null, val type: String)

Machine Learning dataset object wrapped into ARM resource envelope.

GetMachineLearningDatastoreResult

data class GetMachineLearningDatastoreResult(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val properties: DatastoreResponse, val sku: SkuResponse? = null, val tags: Map<String, String>? = null, val type: String)

Machine Learning datastore object wrapped into ARM resource envelope.

GetModelContainerResult

data class GetModelContainerResult(val id: String, val name: String, val properties: ModelContainerResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetModelVersionResult

data class GetModelVersionResult(val id: String, val name: String, val properties: ModelVersionResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetOnlineDeploymentLogsResult

data class GetOnlineDeploymentLogsResult(val content: String? = null)

GetOnlineDeploymentResult

data class GetOnlineDeploymentResult(val id: String, val identity: ResourceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val properties: Either<K8sOnlineDeploymentResponse, ManagedOnlineDeploymentResponse>, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetOnlineEndpointResult

data class GetOnlineEndpointResult(val id: String, val identity: ResourceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val properties: OnlineEndpointResponse, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetOnlineEndpointTokenResult

data class GetOnlineEndpointTokenResult(val accessToken: String? = null, val expiryTimeUtc: Double? = null, val refreshAfterTimeUtc: Double? = null, val tokenType: String? = null)

Service Token

GetPrivateEndpointConnectionResult

data class GetPrivateEndpointConnectionResult(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val privateEndpoint: PrivateEndpointResponse? = null, val privateLinkServiceConnectionState: PrivateLinkServiceConnectionStateResponse, val provisioningState: String, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

The Private Endpoint Connection resource.

GetWorkspaceConnectionResult

data class GetWorkspaceConnectionResult(val authType: String? = null, val category: String? = null, val id: String, val name: String, val target: String? = null, val type: String, val value: String? = null, val valueFormat: String? = null)

Workspace connection.

GetWorkspaceResult

data class GetWorkspaceResult(val allowPublicAccessWhenBehindVnet: Boolean? = null, val applicationInsights: String? = null, val containerRegistry: String? = null, val description: String? = null, val discoveryUrl: String? = null, val encryption: EncryptionPropertyResponse? = null, val friendlyName: String? = null, val hbiWorkspace: Boolean? = null, val id: String, val identity: IdentityResponse? = null, val imageBuildCompute: String? = null, val keyVault: String? = null, val location: String? = null, val name: String, val notebookInfo: NotebookResourceInfoResponse, val primaryUserAssignedIdentity: String? = null, val privateEndpointConnections: List<PrivateEndpointConnectionResponse>, val privateLinkCount: Int, val provisioningState: String, val serviceManagedResourcesSettings: ServiceManagedResourcesSettingsResponse? = null, val serviceProvisionedResourceGroup: String, val sharedPrivateLinkResources: List<SharedPrivateLinkResourceResponse>? = null, val sku: SkuResponse? = null, val storageAccount: String? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String, val workspaceId: String)

An object that represents a machine learning workspace.

GlusterFsSectionResponse

data class GlusterFsSectionResponse(val serverAddress: String, val volumeName: String)

Data specific to GlusterFS.

HDInsightResponse

data class HDInsightResponse(val computeLocation: String? = null, val computeType: String, val description: String? = null, val isAttachedCompute: Boolean, val properties: HDInsightResponseProperties? = null, val provisioningErrors: List<MachineLearningServiceErrorResponse>, val provisioningState: String, val resourceId: String? = null)

A HDInsight compute.

HDInsightResponseProperties

data class HDInsightResponseProperties(val address: String? = null, val administratorAccount: VirtualMachineSshCredentialsResponse? = null, val sshPort: Int? = null)

IdAssetReferenceResponse

data class IdAssetReferenceResponse(val assetId: String, val referenceType: String)

Reference to an asset via its ARM resource ID.

IdentityForCmkResponse

data class IdentityForCmkResponse(val userAssignedIdentity: String)

Identity that will be used to access key vault for encryption at rest

IdentityResponse

data class IdentityResponse(val principalId: String, val tenantId: String, val type: String? = null, val userAssignedIdentities: Map<String, UserAssignedIdentityResponse>? = null)

Identity for the resource.

ImageAssetResponse

data class ImageAssetResponse(val id: String? = null, val mimeType: String? = null, val unpack: Boolean? = null, val url: String? = null)

An Image asset.

InferenceContainerPropertiesResponse

data class InferenceContainerPropertiesResponse(val livenessRoute: RouteResponse? = null, val readinessRoute: RouteResponse? = null, val scoringRoute: RouteResponse? = null)

InputDataBindingResponse

data class InputDataBindingResponse(val dataId: String? = null, val mode: String? = null, val pathOnCompute: String? = null)

JobEndpointResponse

data class JobEndpointResponse(val endpoint: String? = null, val jobEndpointType: String? = null, val port: Int? = null, val properties: Map<String, String>? = null)

Job endpoint definition

JobOutputResponse

data class JobOutputResponse(val datastoreId: String, val path: String)

Job output definition container information on where to find job output/logs.

K8sOnlineDeploymentResponse

data class K8sOnlineDeploymentResponse(val appInsightsEnabled: Boolean? = null, val codeConfiguration: CodeConfigurationResponse? = null, val containerResourceRequirements: ContainerResourceRequirementsResponse? = null, val description: String? = null, val endpointComputeType: String, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val livenessProbe: ProbeSettingsResponse? = null, val model: Any? = null, val properties: Map<String, String>? = null, val provisioningState: String, val requestSettings: OnlineRequestSettingsResponse? = null, val scaleSettings: Either<AutoScaleSettingsResponse, ManualScaleSettingsResponse>? = null)

KeyVaultPropertiesResponse

data class KeyVaultPropertiesResponse(val identityClientId: String? = null, val keyIdentifier: String, val keyVaultArmId: String)

LabelCategoryResponse

data class LabelCategoryResponse(val allowMultiSelect: Boolean? = null, val classes: Map<String, LabelClassResponse>, val displayName: String? = null)

Represents a category of labels in a labeling job.

LabelClassResponse

data class LabelClassResponse(val displayName: String? = null, val subclasses: Map<String, LabelClassResponse>? = null)

Represents a label or a category of labels in a labeling job.

LabelingDatasetConfigurationResponse

data class LabelingDatasetConfigurationResponse(val assetName: String, val datasetVersion: String, val enableIncrementalDatasetRefresh: Boolean? = null)

Represents configuration of dataset used in a labeling job.

LabelingJobImagePropertiesResponse

data class LabelingJobImagePropertiesResponse(val annotationType: String? = null, val mediaType: String)

LabelingJobInstructionsResponse

data class LabelingJobInstructionsResponse(val uri: String? = null)

Instructions for a labeling job.

LabelingJobPropertiesResponse

data class LabelingJobPropertiesResponse(val createdTimeUtc: String, val datasetConfiguration: LabelingDatasetConfigurationResponse, val jobInstructions: LabelingJobInstructionsResponse, val labelCategories: Map<String, LabelCategoryResponse>, val labelingJobMediaProperties: LabelingJobImagePropertiesResponse, val mlAssistConfiguration: MLAssistConfigurationResponse? = null, val progressMetrics: ProgressMetricsResponse, val projectId: String, val properties: Map<String, String>? = null, val status: String, val statusMessages: List<StatusMessageResponse>, val tags: Map<String, String>? = null)

Definition of a labeling job.

LinkedInfoResponse

data class LinkedInfoResponse(val linkedId: String? = null, val linkedResourceName: String? = null, val origin: String? = null)

Info about origin if it is linked.

LinkedServicePropsResponse

data class LinkedServicePropsResponse(val createdTime: String? = null, val linkType: String? = null, val linkedServiceResourceId: String, val modifiedTime: String? = null)

LinkedService specific properties.

LinkedWorkspacePropsResponse

data class LinkedWorkspacePropsResponse(val linkedWorkspaceResourceId: String? = null, val userAssignedIdentityResourceId: String? = null)

LinkedWorkspace specific properties.

ListBatchEndpointKeysResult

data class ListBatchEndpointKeysResult(val primaryKey: String? = null, val secondaryKey: String? = null)

Keys for endpoint authentication.

ListDatastoreSecretsResult

data class ListDatastoreSecretsResult(val secretsType: String)

Base definition for datastore secrets.

ListMachineLearningComputeKeysResult

data class ListMachineLearningComputeKeysResult(val computeType: String)

Secrets related to a Machine Learning compute. Might differ for every type of compute.

ListMachineLearningComputeNodesResult

data class ListMachineLearningComputeNodesResult(val computeType: String, val nextLink: String, val nodes: List<AmlComputeNodeInformationResponse>)

Compute node information related to a AmlCompute.

ListNotebookKeysResult

data class ListNotebookKeysResult(val primaryAccessKey: String, val secondaryAccessKey: String)

ListNotebookKeysResultResponse

data class ListNotebookKeysResultResponse(val primaryAccessKey: String, val secondaryAccessKey: String)

ListOnlineEndpointKeysResult

data class ListOnlineEndpointKeysResult(val primaryKey: String? = null, val secondaryKey: String? = null)

Keys for endpoint authentication.

ListStorageAccountKeysResult

data class ListStorageAccountKeysResult(val userStorageKey: String)

ListWorkspaceKeysResult

data class ListWorkspaceKeysResult(val appInsightsInstrumentationKey: String, val containerRegistryCredentials: RegistryListCredentialsResultResponse, val notebookAccessKeys: ListNotebookKeysResultResponse, val userStorageKey: String, val userStorageResourceId: String)

ListWorkspaceNotebookAccessTokenResult

data class ListWorkspaceNotebookAccessTokenResult(val accessToken: String, val expiresIn: Int, val hostName: String, val notebookResourceId: String, val publicDns: String, val refreshToken: String, val scope: String, val tokenType: String)

MachineLearningServiceErrorResponse

data class MachineLearningServiceErrorResponse(val error: ErrorResponseResponse)

Wrapper for error response to follow ARM guidelines.

ManagedIdentityResponse

data class ManagedIdentityResponse(val clientId: String? = null, val identityType: String, val objectId: String? = null, val resourceId: String? = null)

Managed identity configuration.

ManagedOnlineDeploymentResponse

data class ManagedOnlineDeploymentResponse(val appInsightsEnabled: Boolean? = null, val codeConfiguration: CodeConfigurationResponse? = null, val description: String? = null, val endpointComputeType: String, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val instanceType: String? = null, val livenessProbe: ProbeSettingsResponse? = null, val model: Any? = null, val properties: Map<String, String>? = null, val provisioningState: String, val readinessProbe: ProbeSettingsResponse? = null, val requestSettings: OnlineRequestSettingsResponse? = null, val scaleSettings: Either<AutoScaleSettingsResponse, ManualScaleSettingsResponse>? = null)

ManualScaleSettingsResponse

data class ManualScaleSettingsResponse(val instanceCount: Int? = null, val maxInstances: Int? = null, val minInstances: Int? = null, val scaleType: String)

MedianStoppingPolicyResponse

data class MedianStoppingPolicyResponse(val delayEvaluation: Int? = null, val evaluationInterval: Int? = null, val policyType: String)

Defines an early termination policy based on running averages of the primary metric of all runs.

MLAssistConfigurationResponse

data class MLAssistConfigurationResponse(val inferencingComputeBinding: ComputeBindingResponse, val mlAssistEnabled: Boolean? = null, val modelNamePrefix: String, val prelabelAccuracyThreshold: Double? = null, val trainingComputeBinding: ComputeBindingResponse)

Represents configuration for machine learning assisted features in a labeling job.

ModelContainerResponse

data class ModelContainerResponse(val description: String? = null, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

ModelDockerSectionResponseResponseBaseImageRegistry

data class ModelDockerSectionResponseResponseBaseImageRegistry(val address: String? = null)

Image registry that contains the base image.

ModelEnvironmentDefinitionResponseResponseDocker

data class ModelEnvironmentDefinitionResponseResponseDocker(val baseDockerfile: String? = null, val baseImage: String? = null, val baseImageRegistry: ModelDockerSectionResponseResponseBaseImageRegistry? = null)

The definition of a Docker container.

ModelEnvironmentDefinitionResponseResponsePython

data class ModelEnvironmentDefinitionResponseResponsePython(val baseCondaEnvironment: String? = null, val condaDependencies: Any? = null, val interpreterPath: String? = null, val userManagedDependencies: Boolean? = null)

Settings for a Python environment.

ModelEnvironmentDefinitionResponseResponseR

data class ModelEnvironmentDefinitionResponseResponseR(val bioConductorPackages: List<String>? = null, val cranPackages: List<RCranPackageResponse>? = null, val customUrlPackages: List<String>? = null, val gitHubPackages: List<RGitHubPackageResponseResponse>? = null, val rVersion: String? = null, val rscriptPath: String? = null, val snapshotDate: String? = null, val userManaged: Boolean? = null)

Settings for a R environment.

ModelEnvironmentDefinitionResponseResponseSpark

data class ModelEnvironmentDefinitionResponseResponseSpark(val packages: List<SparkMavenPackageResponse>? = null, val precachePackages: Boolean? = null, val repositories: List<String>? = null)

The configuration for a Spark environment.

ModelResponse

data class ModelResponse(val createdTime: String? = null, val datasets: List<DatasetReferenceResponse>? = null, val derivedModelIds: List<String>? = null, val description: String? = null, val experimentName: String? = null, val framework: String? = null, val frameworkVersion: String? = null, val id: String? = null, val kvTags: Map<String, String>? = null, val mimeType: String, val modifiedTime: String? = null, val name: String, val parentModelId: String? = null, val properties: Map<String, String>? = null, val resourceRequirements: ContainerResourceRequirementsResponse? = null, val runId: String? = null, val sampleInputData: String? = null, val sampleOutputData: String? = null, val unpack: Boolean? = null, val url: String, val version: Double? = null)

An Azure Machine Learning Model.

ModelVersionResponse

data class ModelVersionResponse(val datastoreId: String? = null, val description: String? = null, val flavors: Map<String, FlavorDataResponse>? = null, val isAnonymous: Boolean? = null, val path: String, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

Model asset version details.

MpiResponse

data class MpiResponse(val distributionType: String, val processCountPerInstance: Int? = null)

MPI distribution configuration.

NodeStateCountsResponse

data class NodeStateCountsResponse(val idleNodeCount: Int, val leavingNodeCount: Int, val preemptedNodeCount: Int, val preparingNodeCount: Int, val runningNodeCount: Int, val unusableNodeCount: Int)

Counts of various compute node states on the amlCompute.

NotebookPreparationErrorResponse

data class NotebookPreparationErrorResponse(val errorMessage: String? = null, val statusCode: Int? = null)

NotebookResourceInfoResponse

data class NotebookResourceInfoResponse(val fqdn: String? = null, val notebookPreparationError: NotebookPreparationErrorResponse? = null, val resourceId: String? = null)

ObjectiveResponse

data class ObjectiveResponse(val goal: String, val primaryMetric: String)

Optimization objective.

OnlineEndpointResponse

data class OnlineEndpointResponse(val authMode: String, val description: String? = null, val properties: Map<String, String>? = null, val provisioningState: String, val scoringUri: String, val swaggerUri: String, val target: String? = null, val traffic: Map<String, Int>? = null)

Online endpoint configuration

OnlineRequestSettingsResponse

data class OnlineRequestSettingsResponse(val maxConcurrentRequestsPerInstance: Int? = null, val maxQueueWait: String? = null, val requestTimeout: String? = null)

Online deployment scoring requests configuration.

OutputDataBindingResponse

data class OutputDataBindingResponse(val datastoreId: String? = null, val mode: String? = null, val pathOnCompute: String? = null, val pathOnDatastore: String? = null)

OutputPathAssetReferenceResponse

data class OutputPathAssetReferenceResponse(val jobId: String? = null, val path: String? = null, val referenceType: String)

Reference to an asset via its path in a job output.

PasswordResponse

data class PasswordResponse(val name: String, val value: String)

PersonalComputeInstanceSettingsResponse

data class PersonalComputeInstanceSettingsResponse(val assignedUser: AssignedUserResponse? = null)

Settings for a personal compute instance.

PrivateEndpointConnectionResponse

data class PrivateEndpointConnectionResponse(val id: String, val identity: IdentityResponse? = null, val location: String? = null, val name: String, val privateEndpoint: PrivateEndpointResponse? = null, val privateLinkServiceConnectionState: PrivateLinkServiceConnectionStateResponse, val provisioningState: String, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

The Private Endpoint Connection resource.

PrivateEndpointResponse

data class PrivateEndpointResponse(val id: String, val subnetArmId: String)

The Private Endpoint resource.

PrivateLinkServiceConnectionStateResponse

data class PrivateLinkServiceConnectionStateResponse(val actionsRequired: String? = null, val description: String? = null, val status: String? = null)

A collection of information about the state of the connection between service consumer and provider.

ProbeSettingsResponse

data class ProbeSettingsResponse(val failureThreshold: Int? = null, val initialDelay: String? = null, val period: String? = null, val successThreshold: Int? = null, val timeout: String? = null)

Deployment container liveness/readiness probe configuration.

ProgressMetricsResponse

data class ProgressMetricsResponse(val completedDatapointCount: Double, val incrementalDatasetLastRefreshTime: String, val skippedDatapointCount: Double, val totalDatapointCount: Double)

Progress metrics for a labeling job.

PyTorchResponse

data class PyTorchResponse(val distributionType: String, val processCount: Int? = null)

PyTorch distribution configuration.

RCranPackageResponse

data class RCranPackageResponse(val name: String? = null, val repository: String? = null)

RegistryListCredentialsResultResponse

data class RegistryListCredentialsResultResponse(val location: String, val passwords: List<PasswordResponse>? = null, val username: String)

ResourceIdentityResponse

data class ResourceIdentityResponse(val principalId: String, val tenantId: String, val type: String? = null, val userAssignedIdentities: Map<String, UserAssignedIdentityMetaResponse>? = null)

Service identity associated with a resource.

ResourceIdResponse

data class ResourceIdResponse(val id: String)

Represents a resource ID. For example, for a subnet, it is the resource URL for the subnet.

RGitHubPackageResponseResponse

data class RGitHubPackageResponseResponse(val repository: String? = null)

RouteResponse

data class RouteResponse(val path: String, val port: Int)

ScaleSettingsResponse

data class ScaleSettingsResponse(val maxNodeCount: Int, val minNodeCount: Int? = null, val nodeIdleTimeBeforeScaleDown: String? = null)

scale settings for AML Compute

ScriptReferenceResponse

data class ScriptReferenceResponse(val scriptArguments: String? = null, val scriptData: String? = null, val scriptSource: String? = null, val timeout: String? = null)

Script reference

ScriptsToExecuteResponse

data class ScriptsToExecuteResponse(val creationScript: ScriptReferenceResponse? = null, val startupScript: ScriptReferenceResponse? = null)

Customized setup scripts

ServiceManagedResourcesSettingsResponse

data class ServiceManagedResourcesSettingsResponse(val cosmosDb: CosmosDbSettingsResponse? = null)

ServiceResponseBaseResponseError

data class ServiceResponseBaseResponseError(val error: ErrorResponseResponse)

The error details.

SetupScriptsResponse

data class SetupScriptsResponse(val scripts: ScriptsToExecuteResponse? = null)

Details of customized scripts to execute for setting up the cluster.

SharedPrivateLinkResourceResponse

data class SharedPrivateLinkResourceResponse(val groupId: String? = null, val name: String? = null, val privateLinkResourceId: String? = null, val requestMessage: String? = null, val status: String? = null)

SkuResponse

data class SkuResponse(val name: String? = null, val tier: String? = null)

Sku of the resource

SparkMavenPackageResponse

data class SparkMavenPackageResponse(val artifact: String? = null, val group: String? = null, val version: String? = null)

SslConfigurationResponse

data class SslConfigurationResponse(val cert: String? = null, val cname: String? = null, val key: String? = null, val status: String? = null)

The ssl configuration for scoring

StatusMessageResponse

data class StatusMessageResponse(val code: String, val createdTimeUtc: String, val level: String, val message: String)

Active message associated with project.

SweepJobResponse

data class SweepJobResponse(val algorithm: String, val compute: ComputeConfigurationResponse, val description: String? = null, val earlyTermination: Any? = null, val experimentName: String? = null, val identity: Either<AmlTokenResponse, ManagedIdentityResponse>? = null, val interactionEndpoints: Map<String, JobEndpointResponse>, val jobType: String, val maxConcurrentTrials: Int? = null, val maxTotalTrials: Int? = null, val objective: ObjectiveResponse, val output: JobOutputResponse, val priority: Int? = null, val properties: Map<String, String>? = null, val provisioningState: String, val searchSpace: Map<String, Any>, val status: String, val tags: Map<String, String>? = null, val timeout: String? = null, val trial: TrialComponentResponse? = null)

Sweep job definition.

SystemDataResponse

data class SystemDataResponse(val createdAt: String? = null, val createdBy: String? = null, val createdByType: String? = null, val lastModifiedAt: String? = null, val lastModifiedBy: String? = null, val lastModifiedByType: String? = null)

Read only system data

SystemServiceResponse

data class SystemServiceResponse(val publicIpAddress: String, val systemServiceType: String, val version: String)

A system service running on a compute.

TensorFlowResponse

data class TensorFlowResponse(val distributionType: String, val parameterServerCount: Int? = null, val workerCount: Int? = null)

TensorFlow distribution configuration.

TrialComponentResponse

data class TrialComponentResponse(val codeId: String? = null, val command: String, val distribution: Any? = null, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val inputDataBindings: Map<String, InputDataBindingResponse>? = null, val outputDataBindings: Map<String, OutputDataBindingResponse>? = null, val timeout: String? = null)

Trial component definition.

TruncationSelectionPolicyResponse

data class TruncationSelectionPolicyResponse(val delayEvaluation: Int? = null, val evaluationInterval: Int? = null, val policyType: String, val truncationPercentage: Int? = null)

Defines an early termination policy that cancels a given percentage of runs at each evaluation interval.

UserAccountCredentialsResponse

data class UserAccountCredentialsResponse(val adminUserName: String, val adminUserPassword: String? = null, val adminUserSshPublicKey: String? = null)

Settings for user account that gets created on each on the nodes of a compute.

UserAssignedIdentityMetaResponse

data class UserAssignedIdentityMetaResponse(val clientId: String? = null, val principalId: String? = null)

User assigned identities associated with a resource.

UserAssignedIdentityResponse

data class UserAssignedIdentityResponse(val clientId: String, val principalId: String, val tenantId: String)

User Assigned Identity

UserInfoResponse

data class UserInfoResponse(val userAltSecId: String? = null, val userIdp: String? = null, val userIss: String? = null, val userName: String? = null, val userObjectId: String? = null, val userPuId: String? = null, val userTenantId: String? = null)

User who created.

VirtualMachineImageResponse

data class VirtualMachineImageResponse(val id: String)

Virtual Machine image for Windows AML Compute

VirtualMachineResponse

data class VirtualMachineResponse(val computeLocation: String? = null, val computeType: String, val description: String? = null, val isAttachedCompute: Boolean, val properties: VirtualMachineResponseProperties? = null, val provisioningErrors: List<MachineLearningServiceErrorResponse>, val provisioningState: String, val resourceId: String? = null)

A Machine Learning compute based on Azure Virtual Machines.

VirtualMachineResponseProperties

data class VirtualMachineResponseProperties(val address: String? = null, val administratorAccount: VirtualMachineSshCredentialsResponse? = null, val sshPort: Int? = null, val virtualMachineSize: String? = null)

VirtualMachineSshCredentialsResponse

data class VirtualMachineSshCredentialsResponse(val password: String? = null, val privateKeyData: String? = null, val publicKeyData: String? = null, val username: String? = null)

Admin credentials for virtual machine