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

Package-level declarations

Types

AADAuthTypeWorkspaceConnectionPropertiesResponse

data class AADAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

This connection type covers the AAD auth for any applicable Azure service

AccessKeyAuthTypeWorkspaceConnectionPropertiesResponse

data class AccessKeyAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionAccessKeyResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

AccountApiKeysResponse

data class AccountApiKeysResponse(val key1: String? = null, val key2: String? = null)

AccountKeyAuthTypeWorkspaceConnectionPropertiesResponse

data class AccountKeyAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionAccountKeyResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

This connection type covers the account key connection for Azure storage

AccountKeyDatastoreCredentialsResponse

data class AccountKeyDatastoreCredentialsResponse(val credentialsType: String)

Account key datastore credentials configuration.

AcrDetailsResponse

data class AcrDetailsResponse(val systemCreatedAcrAccount: SystemCreatedAcrAccountResponse? = null)

Details of ACR account to be used for the Registry

ActualCapacityInfoResponse

data class ActualCapacityInfoResponse(val failed: Int? = null, val outdatedFailed: Int? = null, val outdatedSucceeded: Int? = null, val succeeded: Int? = null, val total: Int? = null)

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

AKSResponse

data class AKSResponse(val computeLocation: String? = null, val computeType: String, val createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: AKSSchemaResponseProperties? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

A Machine Learning compute based on AKS.

AKSSchemaResponseProperties

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

AKS properties

AllFeaturesResponse

data class AllFeaturesResponse(val filterType: String)

AllNodesResponse

data class AllNodesResponse(val nodesValueType: String)

All nodes means the service will be running on all of the nodes of the job

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.

AmlComputePropertiesResponse

data class AmlComputePropertiesResponse(val allocationState: String, val allocationStateTransitionTime: String, val currentNodeCount: Int, val enableNodePublicIp: Boolean? = null, val errors: List<ErrorResponseResponse>, val isolatedNetwork: Boolean? = null, val nodeStateCounts: NodeStateCountsResponse, val osType: String? = null, val propertyBag: Any? = 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

AmlComputeResponse

data class AmlComputeResponse(val computeLocation: String? = null, val computeType: String, val createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: AmlComputePropertiesResponse? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

An Azure Machine Learning compute.

AmlTokenComputeIdentityResponse

data class AmlTokenComputeIdentityResponse(val computeIdentityType: String)

AML token compute identity definition.

AmlTokenResponse

data class AmlTokenResponse(val identityType: String)

AML Token identity configuration.

ApiKeyAuthWorkspaceConnectionPropertiesResponse

data class ApiKeyAuthWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionApiKeyResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

This connection type covers the generic ApiKey auth connection categories, for examples: AzureOpenAI: Category:= AzureOpenAI AuthType:= ApiKey (as type discriminator) Credentials:= {ApiKey} as Microsoft.MachineLearning.AccountRP.Contracts.WorkspaceConnection.ApiKey Target:= {ApiBase} CognitiveService: Category:= CognitiveService AuthType:= ApiKey (as type discriminator) Credentials:= {SubscriptionKey} as Microsoft.MachineLearning.AccountRP.Contracts.WorkspaceConnection.ApiKey Target:= ServiceRegion={serviceRegion} CognitiveSearch: Category:= CognitiveSearch AuthType:= ApiKey (as type discriminator) Credentials:= {Key} as Microsoft.MachineLearning.AccountRP.Contracts.WorkspaceConnection.ApiKey Target:= {Endpoint} Use Metadata property bag for ApiType, ApiVersion, Kind and other metadata fields

ArmResourceIdResponse

data class ArmResourceIdResponse(val resourceId: String? = null)

ARM ResourceId of a resource

AssignedUserResponse

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

A user that can be assigned to a compute instance.

AutoForecastHorizonResponse

data class AutoForecastHorizonResponse(val mode: String)

Forecast horizon determined automatically by system.

AutoMLJobResponse

data class AutoMLJobResponse(val componentId: String? = null, val computeId: String? = null, val description: String? = null, val displayName: String? = null, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val experimentName: String? = null, val identity: Any? = null, val isArchived: Boolean? = null, val jobType: String, val notificationSetting: NotificationSettingResponse? = null, val outputs: Map<String, Any>? = null, val properties: Map<String, String>? = null, val queueSettings: QueueSettingsResponse? = null, val resources: JobResourceConfigurationResponse? = null, val services: Map<String, JobServiceResponse>? = null, val status: String, val tags: Map<String, String>? = null, val taskDetails: Any)

AutoMLJob class. Use this class for executing AutoML tasks like Classification/Regression etc. See TaskType enum for all the tasks supported.

AutoNCrossValidationsResponse

data class AutoNCrossValidationsResponse(val mode: String)

N-Cross validations determined automatically.

AutoPausePropertiesResponse

data class AutoPausePropertiesResponse(val delayInMinutes: Int? = null, val enabled: Boolean? = null)

Auto pause properties

AutoScalePropertiesResponse

data class AutoScalePropertiesResponse(val enabled: Boolean? = null, val maxNodeCount: Int? = null, val minNodeCount: Int? = null)

Auto scale properties

AutoSeasonalityResponse

data class AutoSeasonalityResponse(val mode: String)

AutoTargetLagsResponse

data class AutoTargetLagsResponse(val mode: String)

AutoTargetRollingWindowSizeResponse

data class AutoTargetRollingWindowSizeResponse(val mode: String)

Target lags rolling window determined automatically.

AzureBlobDatastoreResponse

data class AzureBlobDatastoreResponse(val accountName: String? = null, val containerName: String? = null, val credentials: Any, val datastoreType: String, val description: String? = null, val endpoint: String? = null, val isDefault: Boolean, val properties: Map<String, String>? = null, val protocol: String? = null, val resourceGroup: String? = null, val serviceDataAccessAuthIdentity: String? = null, val subscriptionId: String? = null, val tags: Map<String, String>? = null)

Azure Blob datastore configuration.

AzureDataLakeGen1DatastoreResponse

data class AzureDataLakeGen1DatastoreResponse(val credentials: Any, val datastoreType: String, val description: String? = null, val isDefault: Boolean, val properties: Map<String, String>? = null, val resourceGroup: String? = null, val serviceDataAccessAuthIdentity: String? = null, val storeName: String, val subscriptionId: String? = null, val tags: Map<String, String>? = null)

Azure Data Lake Gen1 datastore configuration.

AzureDataLakeGen2DatastoreResponse

data class AzureDataLakeGen2DatastoreResponse(val accountName: String, val credentials: Any, val datastoreType: String, val description: String? = null, val endpoint: String? = null, val filesystem: String, val isDefault: Boolean, val properties: Map<String, String>? = null, val protocol: String? = null, val resourceGroup: String? = null, val serviceDataAccessAuthIdentity: String? = null, val subscriptionId: String? = null, val tags: Map<String, String>? = null)

Azure Data Lake Gen2 datastore configuration.

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)

AzureDevOpsWebhookResponse

data class AzureDevOpsWebhookResponse(val eventType: String? = null, val webhookType: String)

Webhook details specific for Azure DevOps

AzureFileDatastoreResponse

data class AzureFileDatastoreResponse(val accountName: String, val credentials: Any, val datastoreType: String, val description: String? = null, val endpoint: String? = null, val fileShareName: String, val isDefault: Boolean, val properties: Map<String, String>? = null, val protocol: String? = null, val resourceGroup: String? = null, val serviceDataAccessAuthIdentity: String? = null, val subscriptionId: String? = null, val tags: Map<String, String>? = null)

Azure File datastore configuration.

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: String? = null, val deploymentConfiguration: BatchPipelineComponentDeploymentConfigurationResponse? = null, val description: String? = null, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val errorThreshold: Int? = null, val loggingLevel: String? = null, val maxConcurrencyPerInstance: Int? = null, val miniBatchSize: Double? = null, val model: Any? = null, val outputAction: String? = null, val outputFileName: String? = null, val properties: Map<String, String>? = null, val provisioningState: String, val resources: DeploymentResourceConfigurationResponse? = null, val retrySettings: BatchRetrySettingsResponse? = null)

Batch inference settings per deployment.

BatchEndpointDefaultsResponse

data class BatchEndpointDefaultsResponse(val deploymentName: String? = null)

Batch endpoint default values

BatchEndpointResponse

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

Batch endpoint configuration.

BatchPipelineComponentDeploymentConfigurationResponse

data class BatchPipelineComponentDeploymentConfigurationResponse(val componentId: IdAssetReferenceResponse? = null, val deploymentConfigurationType: String, val description: String? = null, val settings: Map<String, String>? = null, val tags: Map<String, String>? = null)

Properties for a Batch Pipeline Component Deployment.

BatchRetrySettingsResponse

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

Retry settings for a batch inference operation.

BayesianSamplingAlgorithmResponse

data class BayesianSamplingAlgorithmResponse(val samplingAlgorithmType: String)

Defines a Sampling Algorithm that generates values based on previous values

BindOptionsResponse

data class BindOptionsResponse(val createHostPath: Boolean? = null, val propagation: String? = null, val selinux: String? = null)

Describes the bind options for the container

BuildContextResponse

data class BuildContextResponse(val contextUri: String, val dockerfilePath: String? = null)

Configuration settings for Docker build context

CapabilityHostResponse

data class CapabilityHostResponse(val aiServicesConnections: List<String>? = null, val capabilityHostKind: String? = null, val customerSubnet: String? = null, val description: String? = null, val properties: Map<String, String>? = null, val provisioningState: String, val storageConnections: List<String>? = null, val tags: Map<String, String>? = null, val threadStorageConnections: List<String>? = null, val vectorStoreConnections: List<String>? = null)

CapacityReservationGroupResponse

data class CapacityReservationGroupResponse(val offer: ServerlessOfferResponse? = null, val reservedCapacity: Int)

CategoricalDataDriftMetricThresholdResponse

data class CategoricalDataDriftMetricThresholdResponse(val dataType: String, val metric: String, val threshold: MonitoringThresholdResponse? = null)

CategoricalDataQualityMetricThresholdResponse

data class CategoricalDataQualityMetricThresholdResponse(val dataType: String, val metric: String, val threshold: MonitoringThresholdResponse? = null)

CategoricalPredictionDriftMetricThresholdResponse

data class CategoricalPredictionDriftMetricThresholdResponse(val dataType: String, val metric: String, val threshold: MonitoringThresholdResponse? = null)

CertificateDatastoreCredentialsResponse

data class CertificateDatastoreCredentialsResponse(val authorityUrl: String? = null, val clientId: String, val credentialsType: String, val resourceUrl: String? = null, val tenantId: String, val thumbprint: String)

Certificate datastore credentials configuration.

ClassificationResponse

data class ClassificationResponse(val cvSplitColumnNames: List<String>? = null, val featurizationSettings: TableVerticalFeaturizationSettingsResponse? = null, val limitSettings: TableVerticalLimitSettingsResponse? = null, val logVerbosity: String? = null, val nCrossValidations: Either<AutoNCrossValidationsResponse, CustomNCrossValidationsResponse>? = null, val positiveLabel: String? = null, val primaryMetric: String? = null, val targetColumnName: String? = null, val taskType: String, val testData: MLTableJobInputResponse? = null, val testDataSize: Double? = null, val trainingData: MLTableJobInputResponse, val trainingSettings: ClassificationTrainingSettingsResponse? = null, val validationData: MLTableJobInputResponse? = null, val validationDataSize: Double? = null, val weightColumnName: String? = null)

Classification task in AutoML Table vertical.

ClassificationTrainingSettingsResponse

data class ClassificationTrainingSettingsResponse(val allowedTrainingAlgorithms: List<String>? = null, val blockedTrainingAlgorithms: List<String>? = null, val enableDnnTraining: Boolean? = null, val enableModelExplainability: Boolean? = null, val enableOnnxCompatibleModels: Boolean? = null, val enableStackEnsemble: Boolean? = null, val enableVoteEnsemble: Boolean? = null, val ensembleModelDownloadTimeout: String? = null, val stackEnsembleSettings: StackEnsembleSettingsResponse? = null)

Classification Training related configuration.

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 isArchived: Boolean? = null, val latestVersion: String, val nextVersion: String, val properties: Map<String, String>? = null, val provisioningState: String, val tags: Map<String, String>? = null)

Container for code asset versions.

CodeVersionResponse

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

Code asset version details.

CognitiveServicesSkuResponse

data class CognitiveServicesSkuResponse(val capacity: Int? = null, val family: String? = null, val name: String? = null, val size: String? = null, val tier: String? = null)

CollectionResponse

data class CollectionResponse(val clientId: String? = null, val dataCollectionMode: String? = null, val dataId: String? = null, val samplingRate: Double? = null)

ColumnTransformerResponse

data class ColumnTransformerResponse(val fields: List<String>? = null, val parameters: Any? = null)

Column transformer parameters.

CommandJobLimitsResponse

data class CommandJobLimitsResponse(val jobLimitsType: String, val timeout: String? = null)

Command Job limit class.

CommandJobResponse

data class CommandJobResponse(val codeId: String? = null, val command: String, val componentId: String? = null, val computeId: String? = null, val description: String? = null, val displayName: String? = null, val distribution: Any? = null, val environmentId: String, val environmentVariables: Map<String, String>? = null, val experimentName: String? = null, val identity: Any? = null, val inputs: Map<String, Any>? = null, val isArchived: Boolean? = null, val jobType: String, val limits: CommandJobLimitsResponse? = null, val notificationSetting: NotificationSettingResponse? = null, val outputs: Map<String, Any>? = null, val parameters: Any, val properties: Map<String, String>? = null, val queueSettings: QueueSettingsResponse? = null, val resources: JobResourceConfigurationResponse? = null, val services: Map<String, JobServiceResponse>? = null, val status: String, val tags: Map<String, 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 provisioningState: String, 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 provisioningState: String, val tags: Map<String, String>? = null)

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

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.

ComputeInstanceContainerResponse

data class ComputeInstanceContainerResponse(val autosave: String? = null, val environment: ComputeInstanceEnvironmentInfoResponse? = null, val gpu: String? = null, val name: String? = null, val network: String? = null, val services: List<Any>)

Defines an Aml Instance container.

ComputeInstanceCreatedByResponse

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

Describes information on user who created this ComputeInstance.

ComputeInstanceDataDiskResponse

data class ComputeInstanceDataDiskResponse(val caching: String? = null, val diskSizeGB: Int? = null, val lun: Int? = null, val storageAccountType: String? = null)

Defines an Aml Instance DataDisk.

ComputeInstanceDataMountResponse

data class ComputeInstanceDataMountResponse(val createdBy: String? = null, val error: String? = null, val mountAction: String? = null, val mountName: String? = null, val mountPath: String? = null, val mountState: String? = null, val mountedOn: String? = null, val source: String? = null, val sourceType: String? = null)

Defines an Aml Instance DataMount.

ComputeInstanceEnvironmentInfoResponse

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

Environment information

ComputeInstanceLastOperationResponse

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

The last operation on ComputeInstance.

ComputeInstancePropertiesResponse

data class ComputeInstancePropertiesResponse(val applicationSharingPolicy: String? = null, val applications: List<ComputeInstanceApplicationResponse>, val computeInstanceAuthorizationType: String? = null, val connectivityEndpoints: ComputeInstanceConnectivityEndpointsResponse, val containers: List<ComputeInstanceContainerResponse>, val createdBy: ComputeInstanceCreatedByResponse, val customServices: List<CustomServiceResponse>? = null, val dataDisks: List<ComputeInstanceDataDiskResponse>, val dataMounts: List<ComputeInstanceDataMountResponse>, val enableNodePublicIp: Boolean? = null, val errors: List<ErrorResponseResponse>, val lastOperation: ComputeInstanceLastOperationResponse, val osImageMetadata: ImageMetadataResponse, val personalComputeInstanceSettings: PersonalComputeInstanceSettingsResponse? = null, val schedules: ComputeSchedulesResponse? = null, val setupScripts: SetupScriptsResponse? = null, val sshSettings: ComputeInstanceSshSettingsResponse? = null, val state: String, val subnet: ResourceIdResponse? = null, val versions: ComputeInstanceVersionResponse, val vmSize: String? = null)

Compute Instance properties

ComputeInstanceResponse

data class ComputeInstanceResponse(val computeLocation: String? = null, val computeType: String, val createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: ComputeInstancePropertiesResponse? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

An Azure Machine Learning compute instance.

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.

ComputeInstanceVersionResponse

data class ComputeInstanceVersionResponse(val runtime: String? = null)

Version of computeInstance.

ComputeRecurrenceScheduleResponse

data class ComputeRecurrenceScheduleResponse(val hours: List<Int>, val minutes: List<Int>, val monthDays: List<Int>? = null, val weekDays: List<String>? = null)

ComputeRuntimeDtoResponse

data class ComputeRuntimeDtoResponse(val sparkRuntimeVersion: String? = null)

Compute runtime config for feature store type workspace.

ComputeSchedulesResponse

data class ComputeSchedulesResponse(val computeStartStop: List<ComputeStartStopScheduleResponse>? = null)

The list of schedules to be applied on the computes

ComputeStartStopScheduleResponse

data class ComputeStartStopScheduleResponse(val action: String? = null, val cron: CronResponse? = null, val id: String, val provisioningStatus: String, val recurrence: RecurrenceResponse? = null, val schedule: ScheduleBaseResponse? = null, val status: String? = null, val triggerType: String? = null)

Compute start stop schedule properties

ContainerResourceRequirementsResponse

data class ContainerResourceRequirementsResponse(val containerResourceLimits: ContainerResourceSettingsResponse? = null, val containerResourceRequests: ContainerResourceSettingsResponse? = null)

Resource requirements for each container instance within an online deployment.

ContainerResourceSettingsResponse

data class ContainerResourceSettingsResponse(val cpu: String? = null, val gpu: String? = null, val memory: String? = null)

ContentSafetyEndpointDeploymentResourcePropertiesResponse

data class ContentSafetyEndpointDeploymentResourcePropertiesResponse(val failureReason: String? = null, val model: EndpointDeploymentModelResponse, val provisioningState: String, val raiPolicyName: String? = null, val sku: CognitiveServicesSkuResponse? = null, val type: String, val versionUpgradeOption: String? = null)

ContentSafetyResponse

data class ContentSafetyResponse(val contentSafetyStatus: String)

CosmosDbSettingsResponse

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

CreateMonitorActionResponse

data class CreateMonitorActionResponse(val actionType: String, val monitorDefinition: MonitorDefinitionResponse)

CronResponse

data class CronResponse(val expression: String? = null, val startTime: String? = null, val timeZone: String? = null)

The workflow trigger cron for ComputeStartStop schedule type.

CronTriggerResponse

data class CronTriggerResponse(val endTime: String? = null, val expression: String, val startTime: String? = null, val timeZone: String? = null, val triggerType: String)

CustomForecastHorizonResponse

data class CustomForecastHorizonResponse(val mode: String, val value: Int)

The desired maximum forecast horizon in units of time-series frequency.

CustomKeysResponse

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

Custom Keys credential object

CustomKeysWorkspaceConnectionPropertiesResponse

data class CustomKeysWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: CustomKeysResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

Category:= CustomKeys AuthType:= CustomKeys (as type discriminator) Credentials:= {CustomKeys} as Microsoft.MachineLearning.AccountRP.Contracts.WorkspaceConnection.CustomKeys Target:= {any value} Use Metadata property bag for ApiVersion and other metadata fields

CustomMetricThresholdResponse

data class CustomMetricThresholdResponse(val metric: String, val threshold: MonitoringThresholdResponse? = null)

CustomModelJobInputResponse

data class CustomModelJobInputResponse(val description: String? = null, val jobInputType: String, val mode: String? = null, val uri: String)

CustomModelJobOutputResponse

data class CustomModelJobOutputResponse(val description: String? = null, val jobOutputType: String, val mode: String? = null, val uri: String? = null)

CustomMonitoringSignalResponse

data class CustomMonitoringSignalResponse(val componentId: String, val inputAssets: Map<String, Any>? = null, val inputs: Map<String, Any>? = null, val metricThresholds: List<CustomMetricThresholdResponse>, val notificationTypes: List<String>? = null, val properties: Map<String, String>? = null, val signalType: String)

CustomNCrossValidationsResponse

data class CustomNCrossValidationsResponse(val mode: String, val value: Int)

N-Cross validations are specified by user.

CustomSeasonalityResponse

data class CustomSeasonalityResponse(val mode: String, val value: Int)

CustomServiceResponse

data class CustomServiceResponse(val docker: DockerResponse? = null, val endpoints: List<EndpointResponse>? = null, val environmentVariables: Map<String, EnvironmentVariableResponse>? = null, val image: ImageResponse? = null, val name: String? = null, val volumes: List<VolumeDefinitionResponse>? = null)

Specifies the custom service configuration

CustomTargetLagsResponse

data class CustomTargetLagsResponse(val mode: String, val values: List<Int>)

CustomTargetRollingWindowSizeResponse

data class CustomTargetRollingWindowSizeResponse(val mode: String, val value: Int)

DatabricksPropertiesResponse

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

Properties of Databricks

DatabricksResponse

data class DatabricksResponse(val computeLocation: String? = null, val computeType: String, val createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: DatabricksPropertiesResponse? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

A DataFactory compute.

DataCollectorResponse

data class DataCollectorResponse(val collections: Map<String, CollectionResponse>, val requestLogging: RequestLoggingResponse? = null, val rollingRate: String? = null)

DataContainerResponse

data class DataContainerResponse(val dataType: String, 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)

Container for data asset versions.

DataDriftMonitoringSignalResponse

data class DataDriftMonitoringSignalResponse(val featureDataTypeOverride: Map<String, String>? = null, val featureImportanceSettings: FeatureImportanceSettingsResponse? = null, val features: Any? = null, val metricThresholds: List<Either<CategoricalDataDriftMetricThresholdResponse, NumericalDataDriftMetricThresholdResponse>>, val notificationTypes: List<String>? = null, val productionData: Any, val properties: Map<String, String>? = null, val referenceData: Any, val signalType: String)

DataFactoryResponse

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

A DataFactory compute.

DataLakeAnalyticsResponse

data class DataLakeAnalyticsResponse(val computeLocation: String? = null, val computeType: String, val createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: DataLakeAnalyticsSchemaResponseProperties? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

A DataLakeAnalytics compute.

DataLakeAnalyticsSchemaResponseProperties

data class DataLakeAnalyticsSchemaResponseProperties(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.

DataQualityMonitoringSignalResponse

data class DataQualityMonitoringSignalResponse(val featureDataTypeOverride: Map<String, String>? = null, val featureImportanceSettings: FeatureImportanceSettingsResponse? = null, val features: Any? = null, val metricThresholds: List<Either<CategoricalDataQualityMetricThresholdResponse, NumericalDataQualityMetricThresholdResponse>>, val notificationTypes: List<String>? = null, val productionData: Any, val properties: Map<String, String>? = null, val referenceData: Any, val signalType: String)

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.

DefaultScaleSettingsResponse

data class DefaultScaleSettingsResponse(val scaleType: String)

DeltaModelCurrentStateResponse

data class DeltaModelCurrentStateResponse(val count: Int? = null, val sampleInstanceID: String? = null, val status: String? = null)

Contract for DeltaModelCurrentState.

DeploymentResourceConfigurationResponse

data class DeploymentResourceConfigurationResponse(val instanceCount: Int? = null, val instanceType: String? = null, val properties: Map<String, Any>? = null)

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

DockerResponse

data class DockerResponse(val privileged: Boolean? = null)

Docker container configuration

EncryptionKeyVaultPropertiesResponse

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

EncryptionPropertyResponse

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

EndpointDeploymentModelResponse

data class EndpointDeploymentModelResponse(val format: String? = null, val name: String? = null, val source: String? = null, val version: String? = null)

EndpointModelDeprecationPropertiesResponse

data class EndpointModelDeprecationPropertiesResponse(val fineTune: String? = null, val inference: String? = null)

EndpointModelPropertiesResponse

data class EndpointModelPropertiesResponse(val capabilities: Map<String, String>? = null, val deprecation: EndpointModelDeprecationPropertiesResponse? = null, val finetuneCapabilities: Map<String, String>? = null, val format: String? = null, val isDefaultVersion: Boolean? = null, val lifecycleStatus: String? = null, val maxCapacity: Int? = null, val name: String? = null, val skus: List<EndpointModelSkuPropertiesResponse>? = null, val systemData: SystemDataResponse, val version: String? = null)

Endpoint Model properties.

EndpointModelSkuCapacityPropertiesResponse

data class EndpointModelSkuCapacityPropertiesResponse(val default: Int? = null, val maximum: Int? = null)

EndpointModelSkuPropertiesResponse

data class EndpointModelSkuPropertiesResponse(val capacity: EndpointModelSkuCapacityPropertiesResponse? = null, val connectionIds: List<String>? = null, val deprecationDate: String? = null, val name: String? = null, val rateLimits: List<EndpointModelSkuRateLimitPropertiesResponse>? = null, val usageName: String? = null)

EndpointModelSkuRateLimitPropertiesResponse

data class EndpointModelSkuRateLimitPropertiesResponse(val count: Double? = null, val renewalPeriod: Double? = null, val rules: List<EndpointModelSkuRateLimitRulePropertiesResponse>? = null)

EndpointModelSkuRateLimitRulePatternPropertiesResponse

data class EndpointModelSkuRateLimitRulePatternPropertiesResponse(val method: String? = null, val path: String? = null)

EndpointModelSkuRateLimitRulePropertiesResponse

data class EndpointModelSkuRateLimitRulePropertiesResponse(val count: Double? = null, val dynamicThrottlingEnabled: Boolean? = null, val key: String? = null, val matchPatterns: List<EndpointModelSkuRateLimitRulePatternPropertiesResponse>? = null, val minCount: Double? = null, val renewalPeriod: Double? = null)

EndpointResponse

data class EndpointResponse(val hostIp: String? = null, val name: String? = null, val protocol: String? = null, val published: Int? = null, val target: Int? = null)

Describes the endpoint configuration for the container

EndpointScheduleActionResponse

data class EndpointScheduleActionResponse(val actionType: String, val endpointInvocationDefinition: Any)

EnvironmentContainerResponse

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

Container for environment specification versions.

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.

EnvironmentVariableResponse

data class EnvironmentVariableResponse(val type: String? = null, val value: String? = null)

Environment Variables for the container

EnvironmentVersionResponse

data class EnvironmentVersionResponse(val autoRebuild: String? = null, val build: BuildContextResponse? = null, val condaFile: String? = null, val description: String? = null, val environmentType: String, val image: String? = null, val inferenceConfig: InferenceContainerPropertiesResponse? = null, val isAnonymous: Boolean? = null, val isArchived: Boolean? = null, val osType: String? = null, val properties: Map<String, String>? = null, val provisioningState: String, val stage: String? = null, val tags: Map<String, String>? = null)

Environment version details.

ErrorAdditionalInfoResponse

data class ErrorAdditionalInfoResponse(val info: Any, val type: String)

The resource management error additional info.

ErrorDetailResponse

data class ErrorDetailResponse(val additionalInfo: List<ErrorAdditionalInfoResponse>, val code: String, val details: List<ErrorDetailResponse>, val message: String, val target: String)

The error detail.

ErrorResponseResponse

data class ErrorResponseResponse(val error: ErrorDetailResponse? = null)

Common error response for all Azure Resource Manager APIs to return error details for failed operations. (This also follows the OData error response format.).

EstimatedVMPriceResponse

data class EstimatedVMPriceResponse(val osType: String, val retailPrice: Double, val vmTier: String)

The estimated price info for using a VM of a particular OS type, tier, etc.

EstimatedVMPricesResponse

data class EstimatedVMPricesResponse(val billingCurrency: String, val unitOfMeasure: String, val values: List<EstimatedVMPriceResponse>)

The estimated price info for using a VM.

FeatureAttributionDriftMonitoringSignalResponse

data class FeatureAttributionDriftMonitoringSignalResponse(val featureDataTypeOverride: Map<String, String>? = null, val featureImportanceSettings: FeatureImportanceSettingsResponse, val metricThreshold: FeatureAttributionMetricThresholdResponse, val notificationTypes: List<String>? = null, val productionData: List<Any>, val properties: Map<String, String>? = null, val referenceData: Any, val signalType: String)

FeatureAttributionMetricThresholdResponse

data class FeatureAttributionMetricThresholdResponse(val metric: String, val threshold: MonitoringThresholdResponse? = null)

FeatureImportanceSettingsResponse

data class FeatureImportanceSettingsResponse(val mode: String? = null, val targetColumn: String? = null)

FeatureResponse

data class FeatureResponse(val dataType: String? = null, val description: String? = null, val featureName: String? = null, val tags: Map<String, String>? = null)

Dto object representing feature

FeaturesetContainerResponse

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

DTO object representing feature set

FeaturesetJobResponse

data class FeaturesetJobResponse(val createdDate: String? = null, val displayName: String? = null, val duration: String? = null, val experimentId: String? = null, val featureWindow: FeatureWindowResponse? = null, val jobId: String? = null, val status: String? = null, val tags: Map<String, String>? = null, val type: String? = null)

Dto object representing the feature set job

FeaturesetSpecificationResponse

data class FeaturesetSpecificationResponse(val path: String? = null)

DTO object representing specification

FeaturesetVersionResponse

data class FeaturesetVersionResponse(val description: String? = null, val entities: List<String>? = null, val isAnonymous: Boolean? = null, val isArchived: Boolean? = null, val materializationSettings: MaterializationSettingsResponse? = null, val properties: Map<String, String>? = null, val provisioningState: String, val specification: FeaturesetSpecificationResponse? = null, val stage: String? = null, val tags: Map<String, String>? = null)

DTO object representing feature set version

FeaturestoreEntityContainerResponse

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

DTO object representing feature entity

FeaturestoreEntityVersionResponse

data class FeaturestoreEntityVersionResponse(val description: String? = null, val indexColumns: List<IndexColumnResponse>? = null, val isAnonymous: Boolean? = null, val isArchived: Boolean? = null, val properties: Map<String, String>? = null, val provisioningState: String, val stage: String? = null, val tags: Map<String, String>? = null)

DTO object representing feature entity version

FeatureStoreSettingsResponse

data class FeatureStoreSettingsResponse(val computeRuntime: ComputeRuntimeDtoResponse? = null, val offlineStoreConnectionName: String? = null, val onlineStoreConnectionName: String? = null)

Settings for feature store type workspace.

FeatureSubsetResponse

data class FeatureSubsetResponse(val features: List<String>, val filterType: String)

FeatureWindowResponse

data class FeatureWindowResponse(val featureWindowEnd: String? = null, val featureWindowStart: String? = null)

Specifies the feature window

FixedInputDataResponse

data class FixedInputDataResponse(val columns: Map<String, String>? = null, val dataContext: String? = null, val inputDataType: String, val jobInputType: String, val uri: String)

Fixed input data definition.

FlavorDataResponse

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

ForecastingResponse

data class ForecastingResponse(val cvSplitColumnNames: List<String>? = null, val featurizationSettings: TableVerticalFeaturizationSettingsResponse? = null, val forecastingSettings: ForecastingSettingsResponse? = null, val limitSettings: TableVerticalLimitSettingsResponse? = null, val logVerbosity: String? = null, val nCrossValidations: Either<AutoNCrossValidationsResponse, CustomNCrossValidationsResponse>? = null, val primaryMetric: String? = null, val targetColumnName: String? = null, val taskType: String, val testData: MLTableJobInputResponse? = null, val testDataSize: Double? = null, val trainingData: MLTableJobInputResponse, val trainingSettings: ForecastingTrainingSettingsResponse? = null, val validationData: MLTableJobInputResponse? = null, val validationDataSize: Double? = null, val weightColumnName: String? = null)

Forecasting task in AutoML Table vertical.

ForecastingSettingsResponse

data class ForecastingSettingsResponse(val countryOrRegionForHolidays: String? = null, val cvStepSize: Int? = null, val featureLags: String? = null, val forecastHorizon: Either<AutoForecastHorizonResponse, CustomForecastHorizonResponse>? = null, val frequency: String? = null, val seasonality: Either<AutoSeasonalityResponse, CustomSeasonalityResponse>? = null, val shortSeriesHandlingConfig: String? = null, val targetAggregateFunction: String? = null, val targetLags: Either<AutoTargetLagsResponse, CustomTargetLagsResponse>? = null, val targetRollingWindowSize: Either<AutoTargetRollingWindowSizeResponse, CustomTargetRollingWindowSizeResponse>? = null, val timeColumnName: String? = null, val timeSeriesIdColumnNames: List<String>? = null, val useStl: String? = null)

Forecasting specific parameters.

ForecastingTrainingSettingsResponse

data class ForecastingTrainingSettingsResponse(val allowedTrainingAlgorithms: List<String>? = null, val blockedTrainingAlgorithms: List<String>? = null, val enableDnnTraining: Boolean? = null, val enableModelExplainability: Boolean? = null, val enableOnnxCompatibleModels: Boolean? = null, val enableStackEnsemble: Boolean? = null, val enableVoteEnsemble: Boolean? = null, val ensembleModelDownloadTimeout: String? = null, val stackEnsembleSettings: StackEnsembleSettingsResponse? = null)

Forecasting Training related configuration.

FqdnOutboundRuleResponse

data class FqdnOutboundRuleResponse(val category: String? = null, val destination: String? = null, val status: String? = null, val type: String)

FQDN Outbound Rule for the managed network of a machine learning workspace.

GetBatchDeploymentResult

data class GetBatchDeploymentResult(val azureApiVersion: String, val batchDeploymentProperties: BatchDeploymentResponse, val id: String, val identity: ManagedServiceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetBatchEndpointResult

data class GetBatchEndpointResult(val azureApiVersion: String, val batchEndpointProperties: BatchEndpointResponse, val id: String, val identity: ManagedServiceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetCapabilityHostResult

data class GetCapabilityHostResult(val azureApiVersion: String, val capabilityHostProperties: CapabilityHostResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetCapacityReservationGroupResult

data class GetCapacityReservationGroupResult(val azureApiVersion: String, val capacityReservationGroupProperties: CapacityReservationGroupResponse, val id: String, val identity: ManagedServiceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetCodeContainerResult

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

Azure Resource Manager resource envelope.

GetCodeVersionResult

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

Azure Resource Manager resource envelope.

GetComponentContainerResult

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

Azure Resource Manager resource envelope.

GetComponentVersionResult

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

Azure Resource Manager resource envelope.

GetComputeAllowedResizeSizesResult

data class GetComputeAllowedResizeSizesResult(val value: List<VirtualMachineSizeResponse>? = null)

The List Virtual Machine size operation response.

GetComputeResult

data class GetComputeResult(val azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = 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.

GetConnectionDeploymentResult

data class GetConnectionDeploymentResult(val azureApiVersion: String, val id: String, val name: String, val properties: Any, val systemData: SystemDataResponse, val type: String)

GetConnectionRaiBlocklistItemResult

data class GetConnectionRaiBlocklistItemResult(val azureApiVersion: String, val id: String, val name: String, val properties: RaiBlocklistItemPropertiesResponse, val systemData: SystemDataResponse, val type: String)

GetConnectionRaiBlocklistResult

data class GetConnectionRaiBlocklistResult(val azureApiVersion: String, val id: String, val name: String, val properties: RaiBlocklistPropertiesResponse, val systemData: SystemDataResponse, val type: String)

GetConnectionRaiPolicyResult

data class GetConnectionRaiPolicyResult(val azureApiVersion: String, val id: String, val name: String, val properties: RaiPolicyPropertiesResponse, val systemData: SystemDataResponse, val type: String)

Azure OpenAI Content Filters resource.

GetDataContainerResult

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

Azure Resource Manager resource envelope.

GetDatastoreResult

data class GetDatastoreResult(val azureApiVersion: String, val datastoreProperties: Any, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetDataVersionResult

data class GetDataVersionResult(val azureApiVersion: String, val dataVersionBaseProperties: Any, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetEndpointDeploymentResult

data class GetEndpointDeploymentResult(val azureApiVersion: String, val id: String, val name: String, val properties: Any, val systemData: SystemDataResponse, val type: String)

GetEnvironmentContainerResult

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

Azure Resource Manager resource envelope.

GetEnvironmentSpecificationVersionResult

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

Azure Resource Manager resource envelope.

GetEnvironmentVersionResult

data class GetEnvironmentVersionResult(val azureApiVersion: String, val environmentVersionProperties: EnvironmentVersionResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetFeaturesetContainerEntityResult

data class GetFeaturesetContainerEntityResult(val azureApiVersion: String, val featuresetContainerProperties: FeaturesetContainerResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetFeaturesetVersionFeatureResult

data class GetFeaturesetVersionFeatureResult(val dataType: String? = null, val description: String? = null, val featureName: String? = null, val tags: Map<String, String>? = null)

Dto object representing feature

GetFeaturesetVersionResult

data class GetFeaturesetVersionResult(val azureApiVersion: String, val featuresetVersionProperties: FeaturesetVersionResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetFeaturestoreEntityContainerEntityResult

data class GetFeaturestoreEntityContainerEntityResult(val azureApiVersion: String, val featurestoreEntityContainerProperties: FeaturestoreEntityContainerResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetFeaturestoreEntityVersionResult

data class GetFeaturestoreEntityVersionResult(val azureApiVersion: String, val featurestoreEntityVersionProperties: FeaturestoreEntityVersionResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetInferenceEndpointResult

data class GetInferenceEndpointResult(val azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = null, val inferenceEndpointProperties: InferenceEndpointResponse, val kind: String? = null, val location: String, val name: String, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetInferenceGroupDeltaModelsStatusAsyncResult

data class GetInferenceGroupDeltaModelsStatusAsyncResult(val actualInstanceCount: Int? = null, val deltaModels: Map<String, List<DeltaModelCurrentStateResponse>>? = null, val expectedInstanceCount: Int? = null, val revisionId: String? = null, val targetBaseModel: String? = null)

Contract returning to user the delta models.

GetInferenceGroupResult

data class GetInferenceGroupResult(val azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = null, val inferenceGroupProperties: InferenceGroupResponse, val kind: String? = null, val location: String, val name: String, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetInferenceGroupStatusResult

data class GetInferenceGroupStatusResult(val actualCapacityInfo: ActualCapacityInfoResponse? = null, val endpointCount: Int? = null, val requestedCapacity: Int? = null)

GetInferencePoolResult

data class GetInferencePoolResult(val azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = null, val inferencePoolProperties: InferencePoolResponse, val kind: String? = null, val location: String, val name: String, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetInferencePoolStatusResult

data class GetInferencePoolStatusResult(val actualCapacity: Int? = null, val groupCount: Int? = null, val requestedCapacity: Int? = null, val reservedCapacity: Int? = null)

GetJobResult

data class GetJobResult(val azureApiVersion: String, val id: String, val jobBaseProperties: Any, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetLabelingJobResult

data class GetLabelingJobResult(val azureApiVersion: String, val id: String, val labelingJobProperties: LabelingJobResponse, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetLinkedServiceResult

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

Linked workspace.

GetMachineLearningDatasetResult

data class GetMachineLearningDatasetResult(val azureApiVersion: String, 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 azureApiVersion: String, 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.

GetManagedNetworkSettingsRuleResult

data class GetManagedNetworkSettingsRuleResult(val azureApiVersion: String, val id: String, val name: String, val properties: Any, val systemData: SystemDataResponse, val type: String)

Outbound Rule Basic Resource for the managed network of a machine learning workspace.

GetMarketplaceSubscriptionResult

data class GetMarketplaceSubscriptionResult(val azureApiVersion: String, val id: String, val marketplaceSubscriptionProperties: MarketplaceSubscriptionResponse, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetModelContainerResult

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

Azure Resource Manager resource envelope.

GetModelVersionResult

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

Azure Resource Manager resource envelope.

GetOnlineDeploymentLogsResult

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

GetOnlineDeploymentResult

data class GetOnlineDeploymentResult(val azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val onlineDeploymentProperties: Either<KubernetesOnlineDeploymentResponse, ManagedOnlineDeploymentResponse>, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetOnlineEndpointResult

data class GetOnlineEndpointResult(val azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val onlineEndpointProperties: OnlineEndpointResponse, val sku: SkuResponse? = null, 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 azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = 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.

GetRaiPolicyResult

data class GetRaiPolicyResult(val azureApiVersion: String, val id: String, val name: String, val properties: RaiPolicyPropertiesResponse, val systemData: SystemDataResponse, val type: String)

Azure OpenAI Content Filters resource.

GetRegistryCodeContainerResult

data class GetRegistryCodeContainerResult(val azureApiVersion: String, val codeContainerProperties: CodeContainerResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryCodeVersionResult

data class GetRegistryCodeVersionResult(val azureApiVersion: String, val codeVersionProperties: CodeVersionResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryComponentContainerResult

data class GetRegistryComponentContainerResult(val azureApiVersion: String, val componentContainerProperties: ComponentContainerResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryComponentVersionResult

data class GetRegistryComponentVersionResult(val azureApiVersion: String, val componentVersionProperties: ComponentVersionResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryDataContainerResult

data class GetRegistryDataContainerResult(val azureApiVersion: String, val dataContainerProperties: DataContainerResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryDataVersionResult

data class GetRegistryDataVersionResult(val azureApiVersion: String, val dataVersionBaseProperties: Any, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryEnvironmentContainerResult

data class GetRegistryEnvironmentContainerResult(val azureApiVersion: String, val environmentContainerProperties: EnvironmentContainerResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryEnvironmentVersionResult

data class GetRegistryEnvironmentVersionResult(val azureApiVersion: String, val environmentVersionProperties: EnvironmentVersionResponse, val id: String, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryModelContainerResult

data class GetRegistryModelContainerResult(val azureApiVersion: String, val id: String, val modelContainerProperties: ModelContainerResponse, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryModelVersionResult

data class GetRegistryModelVersionResult(val azureApiVersion: String, val id: String, val modelVersionProperties: ModelVersionResponse, val name: String, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetRegistryResult

data class GetRegistryResult(val azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val registryProperties: RegistryResponse, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetScheduleResult

data class GetScheduleResult(val azureApiVersion: String, val id: String, val name: String, val scheduleProperties: ScheduleResponse, val systemData: SystemDataResponse, val type: String)

Azure Resource Manager resource envelope.

GetServerlessEndpointResult

data class GetServerlessEndpointResult(val azureApiVersion: String, val id: String, val identity: ManagedServiceIdentityResponse? = null, val kind: String? = null, val location: String, val name: String, val serverlessEndpointProperties: ServerlessEndpointResponse, val sku: SkuResponse? = null, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val type: String)

GetServerlessEndpointStatusResult

data class GetServerlessEndpointStatusResult(val metrics: Map<String, String>)

GetWorkspaceConnectionResult

data class GetWorkspaceConnectionResult(val azureApiVersion: String, val id: String, val name: String, val properties: Any, val systemData: SystemDataResponse, val type: String)

GetWorkspaceResult

data class GetWorkspaceResult(val allowPublicAccessWhenBehindVnet: Boolean? = null, val applicationInsights: String? = null, val associatedWorkspaces: List<String>? = null, val azureApiVersion: String, val containerRegistry: String? = null, val description: String? = null, val discoveryUrl: String? = null, val enableDataIsolation: Boolean? = null, val encryption: EncryptionPropertyResponse? = null, val featureStoreSettings: FeatureStoreSettingsResponse? = null, val friendlyName: String? = null, val hbiWorkspace: Boolean? = null, val hubResourceId: String? = null, val id: String, val identity: ManagedServiceIdentityResponse? = null, val imageBuildCompute: String? = null, val keyVault: String? = null, val kind: String? = null, val location: String? = null, val managedNetwork: ManagedNetworkSettingsResponse? = null, val mlFlowTrackingUri: String, val name: String, val notebookInfo: NotebookResourceInfoResponse, val primaryUserAssignedIdentity: String? = null, val privateEndpointConnections: List<PrivateEndpointConnectionResponse>, val privateLinkCount: Int, val provisioningState: String, val publicNetworkAccess: String? = null, val serverlessComputeSettings: ServerlessComputeSettingsResponse? = null, val serviceManagedResourcesSettings: ServiceManagedResourcesSettingsResponse? = null, val serviceProvisionedResourceGroup: String, val sharedPrivateLinkResources: List<SharedPrivateLinkResourceResponse>? = null, val sku: SkuResponse? = null, val storageAccount: String? = null, val storageHnsEnabled: Boolean, val systemData: SystemDataResponse, val tags: Map<String, String>? = null, val tenantId: String, val type: String, val v1LegacyMode: Boolean? = null, val workspaceHubConfig: WorkspaceHubConfigResponse? = null, 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.

GridSamplingAlgorithmResponse

data class GridSamplingAlgorithmResponse(val samplingAlgorithmType: String)

Defines a Sampling Algorithm that exhaustively generates every value combination in the space

GroupEnvironmentConfigurationResponse

data class GroupEnvironmentConfigurationResponse(val environmentId: String? = null, val environmentVariables: List<StringStringKeyValuePairResponse>? = null, val livenessProbe: ProbeSettingsResponse? = null, val readinessProbe: ProbeSettingsResponse? = null, val startupProbe: ProbeSettingsResponse? = null)

Environment configuration options.

GroupModelConfigurationResponse

data class GroupModelConfigurationResponse(val modelId: String? = null)

Model configuration options.

HDInsightPropertiesResponse

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

HDInsight compute properties

HDInsightResponse

data class HDInsightResponse(val computeLocation: String? = null, val computeType: String, val createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: HDInsightPropertiesResponse? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

A HDInsight compute.

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? = null)

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.

ImageClassificationMultilabelResponse

data class ImageClassificationMultilabelResponse(val limitSettings: ImageLimitSettingsResponse, val logVerbosity: String? = null, val modelSettings: ImageModelSettingsClassificationResponse? = null, val primaryMetric: String? = null, val searchSpace: List<ImageModelDistributionSettingsClassificationResponse>? = null, val sweepSettings: ImageSweepSettingsResponse? = null, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null, val validationDataSize: Double? = null)

Image Classification Multilabel. Multi-label image classification is used when an image could have one or more labels from a set of labels - e.g. an image could be labeled with both 'cat' and 'dog'.

ImageClassificationResponse

data class ImageClassificationResponse(val limitSettings: ImageLimitSettingsResponse, val logVerbosity: String? = null, val modelSettings: ImageModelSettingsClassificationResponse? = null, val primaryMetric: String? = null, val searchSpace: List<ImageModelDistributionSettingsClassificationResponse>? = null, val sweepSettings: ImageSweepSettingsResponse? = null, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null, val validationDataSize: Double? = null)

Image Classification. Multi-class image classification is used when an image is classified with only a single label from a set of classes - e.g. each image is classified as either an image of a 'cat' or a 'dog' or a 'duck'.

ImageInstanceSegmentationResponse

data class ImageInstanceSegmentationResponse(val limitSettings: ImageLimitSettingsResponse, val logVerbosity: String? = null, val modelSettings: ImageModelSettingsObjectDetectionResponse? = null, val primaryMetric: String? = null, val searchSpace: List<ImageModelDistributionSettingsObjectDetectionResponse>? = null, val sweepSettings: ImageSweepSettingsResponse? = null, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null, val validationDataSize: Double? = null)

Image Instance Segmentation. Instance segmentation is used to identify objects in an image at the pixel level, drawing a polygon around each object in the image.

ImageLimitSettingsResponse

data class ImageLimitSettingsResponse(val maxConcurrentTrials: Int? = null, val maxTrials: Int? = null, val timeout: String? = null)

Limit settings for the AutoML job.

ImageMetadataResponse

data class ImageMetadataResponse(val currentImageVersion: String? = null, val isLatestOsImageVersion: Boolean? = null, val latestImageVersion: String? = null)

Returns metadata about the operating system image for this compute instance.

ImageModelDistributionSettingsClassificationResponse

data class ImageModelDistributionSettingsClassificationResponse(val amsGradient: String? = null, val augmentations: String? = null, val beta1: String? = null, val beta2: String? = null, val distributed: String? = null, val earlyStopping: String? = null, val earlyStoppingDelay: String? = null, val earlyStoppingPatience: String? = null, val enableOnnxNormalization: String? = null, val evaluationFrequency: String? = null, val gradientAccumulationStep: String? = null, val layersToFreeze: String? = null, val learningRate: String? = null, val learningRateScheduler: String? = null, val modelName: String? = null, val momentum: String? = null, val nesterov: String? = null, val numberOfEpochs: String? = null, val numberOfWorkers: String? = null, val optimizer: String? = null, val randomSeed: String? = null, val stepLRGamma: String? = null, val stepLRStepSize: String? = null, val trainingBatchSize: String? = null, val trainingCropSize: String? = null, val validationBatchSize: String? = null, val validationCropSize: String? = null, val validationResizeSize: String? = null, val warmupCosineLRCycles: String? = null, val warmupCosineLRWarmupEpochs: String? = null, val weightDecay: String? = null, val weightedLoss: String? = null)

Distribution expressions to sweep over values of model settings. Some examples are:

ImageModelDistributionSettingsObjectDetectionResponse

data class ImageModelDistributionSettingsObjectDetectionResponse(val amsGradient: String? = null, val augmentations: String? = null, val beta1: String? = null, val beta2: String? = null, val boxDetectionsPerImage: String? = null, val boxScoreThreshold: String? = null, val distributed: String? = null, val earlyStopping: String? = null, val earlyStoppingDelay: String? = null, val earlyStoppingPatience: String? = null, val enableOnnxNormalization: String? = null, val evaluationFrequency: String? = null, val gradientAccumulationStep: String? = null, val imageSize: String? = null, val layersToFreeze: String? = null, val learningRate: String? = null, val learningRateScheduler: String? = null, val maxSize: String? = null, val minSize: String? = null, val modelName: String? = null, val modelSize: String? = null, val momentum: String? = null, val multiScale: String? = null, val nesterov: String? = null, val nmsIouThreshold: String? = null, val numberOfEpochs: String? = null, val numberOfWorkers: String? = null, val optimizer: String? = null, val randomSeed: String? = null, val stepLRGamma: String? = null, val stepLRStepSize: String? = null, val tileGridSize: String? = null, val tileOverlapRatio: String? = null, val tilePredictionsNmsThreshold: String? = null, val trainingBatchSize: String? = null, val validationBatchSize: String? = null, val validationIouThreshold: String? = null, val validationMetricType: String? = null, val warmupCosineLRCycles: String? = null, val warmupCosineLRWarmupEpochs: String? = null, val weightDecay: String? = null)

Distribution expressions to sweep over values of model settings. Some examples are:

ImageModelSettingsClassificationResponse

data class ImageModelSettingsClassificationResponse(val advancedSettings: String? = null, val amsGradient: Boolean? = null, val augmentations: String? = null, val beta1: Double? = null, val beta2: Double? = null, val checkpointFrequency: Int? = null, val checkpointModel: MLFlowModelJobInputResponse? = null, val checkpointRunId: String? = null, val distributed: Boolean? = null, val earlyStopping: Boolean? = null, val earlyStoppingDelay: Int? = null, val earlyStoppingPatience: Int? = null, val enableOnnxNormalization: Boolean? = null, val evaluationFrequency: Int? = null, val gradientAccumulationStep: Int? = null, val layersToFreeze: Int? = null, val learningRate: Double? = null, val learningRateScheduler: String? = null, val modelName: String? = null, val momentum: Double? = null, val nesterov: Boolean? = null, val numberOfEpochs: Int? = null, val numberOfWorkers: Int? = null, val optimizer: String? = null, val randomSeed: Int? = null, val stepLRGamma: Double? = null, val stepLRStepSize: Int? = null, val trainingBatchSize: Int? = null, val trainingCropSize: Int? = null, val validationBatchSize: Int? = null, val validationCropSize: Int? = null, val validationResizeSize: Int? = null, val warmupCosineLRCycles: Double? = null, val warmupCosineLRWarmupEpochs: Int? = null, val weightDecay: Double? = null, val weightedLoss: Int? = null)

Settings used for training the model. For more information on the available settings please visit the official documentation: https://docs.microsoft.com/en-us/azure/machine-learning/how-to-auto-train-image-models.

ImageModelSettingsObjectDetectionResponse

data class ImageModelSettingsObjectDetectionResponse(val advancedSettings: String? = null, val amsGradient: Boolean? = null, val augmentations: String? = null, val beta1: Double? = null, val beta2: Double? = null, val boxDetectionsPerImage: Int? = null, val boxScoreThreshold: Double? = null, val checkpointFrequency: Int? = null, val checkpointModel: MLFlowModelJobInputResponse? = null, val checkpointRunId: String? = null, val distributed: Boolean? = null, val earlyStopping: Boolean? = null, val earlyStoppingDelay: Int? = null, val earlyStoppingPatience: Int? = null, val enableOnnxNormalization: Boolean? = null, val evaluationFrequency: Int? = null, val gradientAccumulationStep: Int? = null, val imageSize: Int? = null, val layersToFreeze: Int? = null, val learningRate: Double? = null, val learningRateScheduler: String? = null, val maxSize: Int? = null, val minSize: Int? = null, val modelName: String? = null, val modelSize: String? = null, val momentum: Double? = null, val multiScale: Boolean? = null, val nesterov: Boolean? = null, val nmsIouThreshold: Double? = null, val numberOfEpochs: Int? = null, val numberOfWorkers: Int? = null, val optimizer: String? = null, val randomSeed: Int? = null, val stepLRGamma: Double? = null, val stepLRStepSize: Int? = null, val tileGridSize: String? = null, val tileOverlapRatio: Double? = null, val tilePredictionsNmsThreshold: Double? = null, val trainingBatchSize: Int? = null, val validationBatchSize: Int? = null, val validationIouThreshold: Double? = null, val validationMetricType: String? = null, val warmupCosineLRCycles: Double? = null, val warmupCosineLRWarmupEpochs: Int? = null, val weightDecay: Double? = null)

ImageObjectDetectionResponse

data class ImageObjectDetectionResponse(val limitSettings: ImageLimitSettingsResponse, val logVerbosity: String? = null, val modelSettings: ImageModelSettingsObjectDetectionResponse? = null, val primaryMetric: String? = null, val searchSpace: List<ImageModelDistributionSettingsObjectDetectionResponse>? = null, val sweepSettings: ImageSweepSettingsResponse? = null, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null, val validationDataSize: Double? = null)

Image Object Detection. Object detection is used to identify objects in an image and locate each object with a bounding box e.g. locate all dogs and cats in an image and draw a bounding box around each.

ImageResponse

data class ImageResponse(val reference: String? = null, val type: String? = null)

Describes the Image Specifications

ImageSweepSettingsResponse

data class ImageSweepSettingsResponse(val earlyTermination: Any? = null, val samplingAlgorithm: String)

Model sweeping and hyperparameter sweeping related settings.

IndexColumnResponse

data class IndexColumnResponse(val columnName: String? = null, val dataType: String? = null)

DTO object representing index column

InferenceContainerPropertiesResponse

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

InferenceEndpointResponse

data class InferenceEndpointResponse(val authMode: String, val description: String? = null, val endpointUri: String, val groupName: String, val properties: List<StringStringKeyValuePairResponse>? = null, val provisioningState: String, val requestConfiguration: RequestConfigurationResponse? = null)

InferenceEndpoint configuration

InferenceGroupResponse

data class InferenceGroupResponse(val description: String? = null, val environmentConfiguration: GroupEnvironmentConfigurationResponse? = null, val modelConfiguration: GroupModelConfigurationResponse? = null, val nodeSkuType: String? = null, val properties: List<StringStringKeyValuePairResponse>? = null, val provisioningState: String, val scaleUnitSize: Int? = null)

Inference group configuration

InferencePoolResponse

data class InferencePoolResponse(val description: String? = null, val properties: List<StringStringKeyValuePairResponse>? = null, val provisioningState: String, val scaleUnitConfiguration: ScaleUnitConfigurationResponse? = null)

Inference pool configuration

InstanceTypeSchemaResponse

data class InstanceTypeSchemaResponse(val nodeSelector: Map<String, String>? = null, val resources: InstanceTypeSchemaResponseResources? = null)

Instance type schema.

InstanceTypeSchemaResponseResources

data class InstanceTypeSchemaResponseResources(val limits: Map<String, String>? = null, val requests: Map<String, String>? = null)

Resource requests/limits for this instance type

JobResourceConfigurationResponse

data class JobResourceConfigurationResponse(val dockerArgs: String? = null, val instanceCount: Int? = null, val instanceType: String? = null, val properties: Map<String, Any>? = null, val shmSize: String? = null)

JobScheduleActionResponse

data class JobScheduleActionResponse(val actionType: String, val jobBaseProperties: Any)

JobServiceResponse

data class JobServiceResponse(val endpoint: String? = null, val errorMessage: String, val jobServiceType: String? = null, val nodes: AllNodesResponse? = null, val port: Int? = null, val properties: Map<String, String>? = null, val status: String)

Job endpoint definition

KubernetesOnlineDeploymentResponse

data class KubernetesOnlineDeploymentResponse(val appInsightsEnabled: Boolean? = null, val codeConfiguration: CodeConfigurationResponse? = null, val containerResourceRequirements: ContainerResourceRequirementsResponse? = null, val dataCollector: DataCollectorResponse? = null, val description: String? = null, val egressPublicNetworkAccess: 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: String? = null, val modelMountPath: String? = null, val properties: Map<String, String>? = null, val provisioningState: String, val readinessProbe: ProbeSettingsResponse? = null, val requestSettings: OnlineRequestSettingsResponse? = null, val scaleSettings: Either<DefaultScaleSettingsResponse, TargetUtilizationScaleSettingsResponse>? = null, val startupProbe: ProbeSettingsResponse? = null)

Properties specific to a KubernetesOnlineDeployment.

KubernetesPropertiesResponse

data class KubernetesPropertiesResponse(val defaultInstanceType: String? = null, val extensionInstanceReleaseTrain: String? = null, val extensionPrincipalId: String? = null, val instanceTypes: Map<String, InstanceTypeSchemaResponse>? = null, val namespace: String? = null, val relayConnectionString: String? = null, val serviceBusConnectionString: String? = null, val vcName: String? = null)

Kubernetes properties

KubernetesResponse

data class KubernetesResponse(val computeLocation: String? = null, val computeType: String, val createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: KubernetesPropertiesResponse? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

A Machine Learning compute based on Kubernetes Compute.

LabelCategoryResponse

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

Label category definition

LabelClassResponse

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

Label class definition

LabelingDataConfigurationResponse

data class LabelingDataConfigurationResponse(val dataId: String? = null, val incrementalDataRefresh: String? = null)

Labeling data configuration definition

LabelingJobImagePropertiesResponse

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

Properties of a labeling job for image data

LabelingJobInstructionsResponse

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

Instructions for labeling job

LabelingJobResponse

data class LabelingJobResponse(val componentId: String? = null, val computeId: String? = null, val createdDateTime: String, val dataConfiguration: LabelingDataConfigurationResponse? = null, val description: String? = null, val displayName: String? = null, val experimentName: String? = null, val identity: Any? = null, val isArchived: Boolean? = null, val jobInstructions: LabelingJobInstructionsResponse? = null, val jobType: String, val labelCategories: Map<String, LabelCategoryResponse>? = null, val labelingJobMediaProperties: Either<LabelingJobImagePropertiesResponse, LabelingJobTextPropertiesResponse>? = null, val mlAssistConfiguration: Either<MLAssistConfigurationDisabledResponse, MLAssistConfigurationEnabledResponse>? = null, val notificationSetting: NotificationSettingResponse? = null, val progressMetrics: ProgressMetricsResponse, val projectId: String, val properties: Map<String, String>? = null, val provisioningState: String, val secretsConfiguration: Map<String, SecretConfigurationResponse>? = null, val services: Map<String, JobServiceResponse>? = null, val status: String, val statusMessages: List<StatusMessageResponse>, val tags: Map<String, String>? = null)

Labeling job definition

LabelingJobTextPropertiesResponse

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

Properties of a labeling job for text data

LakeHouseArtifactResponse

data class LakeHouseArtifactResponse(val artifactName: String, val artifactType: String)

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.

ListComputeKeysResult

data class ListComputeKeysResult(val computeType: String)

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

ListComputeNodesResult

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

Result of AmlCompute Nodes

ListConnectionAllModelsResult

data class ListConnectionAllModelsResult(val nextLink: String? = null, val value: List<EndpointModelPropertiesResponse>? = null)

ListConnectionModelsResult

data class ListConnectionModelsResult(val nextLink: String? = null, val value: List<EndpointModelPropertiesResponse>? = null)

ListDatastoreSecretsResult

data class ListDatastoreSecretsResult(val secretsType: String)

Base definition for datastore secrets.

ListEndpointKeysResult

data class ListEndpointKeysResult(val keys: AccountApiKeysResponse? = null)

ListFeaturesetVersionFeaturesResult

data class ListFeaturesetVersionFeaturesResult(val nextLink: String? = null, val value: List<FeatureResponse>? = null)

A paginated list of Feature entities.

ListFeaturesetVersionMaterializationJobsResult

data class ListFeaturesetVersionMaterializationJobsResult(val nextLink: String? = null, val value: List<FeaturesetJobResponse>? = null)

A paginated list of FeaturesetJob entities.

ListInferenceGroupDeltaModelsAsyncResult

data class ListInferenceGroupDeltaModelsAsyncResult(val nextLink: String? = null, val value: List<String>? = null)

A paginated list of String entities.

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.

ListServerlessEndpointKeysResult

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

Keys for endpoint authentication.

ListWorkspaceConnectionSecretsResult

data class ListWorkspaceConnectionSecretsResult(val id: String, val name: String, val properties: Any, val systemData: SystemDataResponse, val type: 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)

ListWorkspaceNotebookKeysResult

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

ListWorkspaceStorageAccountKeysResult

data class ListWorkspaceStorageAccountKeysResult(val userStorageKey: String)

LiteralJobInputResponse

data class LiteralJobInputResponse(val description: String? = null, val jobInputType: String, val value: String)

Literal input type.

ManagedComputeIdentityResponse

data class ManagedComputeIdentityResponse(val computeIdentityType: String, val identity: ManagedServiceIdentityResponse? = null)

Managed compute identity definition.

ManagedIdentityAuthTypeWorkspaceConnectionPropertiesResponse

data class ManagedIdentityAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionManagedIdentityResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

ManagedIdentityResponse

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

Managed identity configuration.

ManagedNetworkProvisionStatusResponse

data class ManagedNetworkProvisionStatusResponse(val sparkReady: Boolean? = null, val status: String? = null)

Status of the Provisioning for the managed network of a machine learning workspace.

ManagedNetworkSettingsResponse

data class ManagedNetworkSettingsResponse(val firewallSku: String? = null, val isolationMode: String? = null, val networkId: String, val outboundRules: Map<String, Any>? = null, val status: ManagedNetworkProvisionStatusResponse? = null)

Managed Network settings for a machine learning workspace.

ManagedOnlineDeploymentResponse

data class ManagedOnlineDeploymentResponse(val appInsightsEnabled: Boolean? = null, val codeConfiguration: CodeConfigurationResponse? = null, val dataCollector: DataCollectorResponse? = null, val description: String? = null, val egressPublicNetworkAccess: 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: String? = null, val modelMountPath: String? = null, val properties: Map<String, String>? = null, val provisioningState: String, val readinessProbe: ProbeSettingsResponse? = null, val requestSettings: OnlineRequestSettingsResponse? = null, val scaleSettings: Either<DefaultScaleSettingsResponse, TargetUtilizationScaleSettingsResponse>? = null, val startupProbe: ProbeSettingsResponse? = null)

Properties specific to a ManagedOnlineDeployment.

ManagedOnlineEndpointDeploymentResourcePropertiesResponse

data class ManagedOnlineEndpointDeploymentResourcePropertiesResponse(val endpointComputeType: String? = null, val failureReason: String? = null, val model: String? = null, val provisioningState: String, val type: String)

ManagedServiceIdentityResponse

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

Managed service identity (system assigned and/or user assigned identities)

MarketplacePlanResponse

data class MarketplacePlanResponse(val offerId: String, val planId: String, val publisherId: String)

MarketplaceSubscriptionResponse

data class MarketplaceSubscriptionResponse(val marketplacePlan: MarketplacePlanResponse, val marketplaceSubscriptionStatus: String, val modelId: String, val provisioningState: String)

MaterializationComputeResourceResponse

data class MaterializationComputeResourceResponse(val instanceType: String? = null)

DTO object representing compute resource

MaterializationSettingsResponse

data class MaterializationSettingsResponse(val notification: NotificationSettingResponse? = null, val resource: MaterializationComputeResourceResponse? = null, val schedule: RecurrenceTriggerResponse? = null, val sparkConfiguration: Map<String, String>? = null, val storeType: String? = null)

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

MLAssistConfigurationDisabledResponse

data class MLAssistConfigurationDisabledResponse(val mlAssist: String)

Labeling MLAssist configuration definition when MLAssist is disabled

MLAssistConfigurationEnabledResponse

data class MLAssistConfigurationEnabledResponse(val inferencingComputeBinding: String, val mlAssist: String, val trainingComputeBinding: String)

Labeling MLAssist configuration definition when MLAssist is enabled

MLFlowModelJobInputResponse

data class MLFlowModelJobInputResponse(val description: String? = null, val jobInputType: String, val mode: String? = null, val uri: String)

MLFlowModelJobOutputResponse

data class MLFlowModelJobOutputResponse(val description: String? = null, val jobOutputType: String, val mode: String? = null, val uri: String? = null)

MLTableDataResponse

data class MLTableDataResponse(val dataType: String, val dataUri: String, val description: String? = null, val isAnonymous: Boolean? = null, val isArchived: Boolean? = null, val properties: Map<String, String>? = null, val referencedUris: List<String>? = null, val tags: Map<String, String>? = null)

MLTable data definition

MLTableJobInputResponse

data class MLTableJobInputResponse(val description: String? = null, val jobInputType: String, val mode: String? = null, val uri: String)

MLTableJobOutputResponse

data class MLTableJobOutputResponse(val description: String? = null, val jobOutputType: String, val mode: String? = null, val uri: String? = null)

ModelContainerResponse

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

ModelSettingsResponse

data class ModelSettingsResponse(val modelId: String? = null)

ModelVersionResponse

data class ModelVersionResponse(val description: String? = null, val flavors: Map<String, FlavorDataResponse>? = null, val isAnonymous: Boolean? = null, val isArchived: Boolean? = null, val jobName: String? = null, val modelType: String? = null, val modelUri: String? = null, val properties: Map<String, String>? = null, val provisioningState: String, val stage: String? = null, val tags: Map<String, String>? = null)

Model asset version details.

MonitorDefinitionResponse

data class MonitorDefinitionResponse(val alertNotificationSettings: MonitorNotificationSettingsResponse? = null, val computeConfiguration: MonitorServerlessSparkComputeResponse, val monitoringTarget: MonitoringTargetResponse? = null, val signals: Map<String, Any>)

MonitorEmailNotificationSettingsResponse

data class MonitorEmailNotificationSettingsResponse(val emails: List<String>? = null)

MonitoringTargetResponse

data class MonitoringTargetResponse(val deploymentId: String? = null, val modelId: String? = null, val taskType: String)

Monitoring target definition.

MonitoringThresholdResponse

data class MonitoringThresholdResponse(val value: Double? = null)

MonitorNotificationSettingsResponse

data class MonitorNotificationSettingsResponse(val emailNotificationSettings: MonitorEmailNotificationSettingsResponse? = null)

MonitorServerlessSparkComputeResponse

data class MonitorServerlessSparkComputeResponse(val computeIdentity: Either<AmlTokenComputeIdentityResponse, ManagedComputeIdentityResponse>, val computeType: String, val instanceType: String, val runtimeVersion: String)

Monitor serverless spark compute definition.

MpiResponse

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

MPI distribution configuration.

NlpVerticalFeaturizationSettingsResponse

data class NlpVerticalFeaturizationSettingsResponse(val datasetLanguage: String? = null)

NlpVerticalLimitSettingsResponse

data class NlpVerticalLimitSettingsResponse(val maxConcurrentTrials: Int? = null, val maxTrials: Int? = null, val timeout: String? = null)

Job execution constraints.

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.

NoneAuthTypeWorkspaceConnectionPropertiesResponse

data class NoneAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

NoneDatastoreCredentialsResponse

data class NoneDatastoreCredentialsResponse(val credentialsType: String)

Empty/none datastore credentials.

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)

NotificationSettingResponse

data class NotificationSettingResponse(val emailOn: List<String>? = null, val emails: List<String>? = null, val webhooks: Map<String, AzureDevOpsWebhookResponse>? = null)

Configuration for notification.

NumericalDataDriftMetricThresholdResponse

data class NumericalDataDriftMetricThresholdResponse(val dataType: String, val metric: String, val threshold: MonitoringThresholdResponse? = null)

NumericalDataQualityMetricThresholdResponse

data class NumericalDataQualityMetricThresholdResponse(val dataType: String, val metric: String, val threshold: MonitoringThresholdResponse? = null)

NumericalPredictionDriftMetricThresholdResponse

data class NumericalPredictionDriftMetricThresholdResponse(val dataType: String, val metric: String, val threshold: MonitoringThresholdResponse? = null)

OAuth2AuthTypeWorkspaceConnectionPropertiesResponse

data class OAuth2AuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionOAuth2Response? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

ObjectiveResponse

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

Optimization objective.

OneLakeDatastoreResponse

data class OneLakeDatastoreResponse(val artifact: LakeHouseArtifactResponse, val credentials: Any, val datastoreType: String, val description: String? = null, val endpoint: String? = null, val isDefault: Boolean, val oneLakeWorkspaceName: String, val properties: Map<String, String>? = null, val serviceDataAccessAuthIdentity: String? = null, val tags: Map<String, String>? = null)

OneLake (Trident) datastore configuration.

OnlineEndpointResponse

data class OnlineEndpointResponse(val authMode: String, val compute: String? = null, val description: String? = null, val mirrorTraffic: Map<String, Int>? = null, val properties: Map<String, String>? = null, val provisioningState: String, val publicNetworkAccess: String? = null, val scoringUri: String, val swaggerUri: String, 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.

OpenAIEndpointDeploymentResourcePropertiesResponse

data class OpenAIEndpointDeploymentResourcePropertiesResponse(val failureReason: String? = null, val model: EndpointDeploymentModelResponse, val provisioningState: String, val raiPolicyName: String? = null, val sku: CognitiveServicesSkuResponse? = null, val type: String, val versionUpgradeOption: 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)

PATAuthTypeWorkspaceConnectionPropertiesResponse

data class PATAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionPersonalAccessTokenResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

PersonalComputeInstanceSettingsResponse

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

Settings for a personal compute instance.

PipelineJobResponse

data class PipelineJobResponse(val componentId: String? = null, val computeId: String? = null, val description: String? = null, val displayName: String? = null, val experimentName: String? = null, val identity: Any? = null, val inputs: Map<String, Any>? = null, val isArchived: Boolean? = null, val jobType: String, val jobs: Map<String, Any>? = null, val notificationSetting: NotificationSettingResponse? = null, val outputs: Map<String, Any>? = null, val properties: Map<String, String>? = null, val services: Map<String, JobServiceResponse>? = null, val settings: Any? = null, val sourceJobId: String? = null, val status: String, val tags: Map<String, String>? = null)

Pipeline Job definition: defines generic to MFE attributes.

PredictionDriftMonitoringSignalResponse

data class PredictionDriftMonitoringSignalResponse(val featureDataTypeOverride: Map<String, String>? = null, val metricThresholds: List<Either<CategoricalPredictionDriftMetricThresholdResponse, NumericalPredictionDriftMetricThresholdResponse>>, val notificationTypes: List<String>? = null, val productionData: Any, val properties: Map<String, String>? = null, val referenceData: Any, val signalType: String)

PrivateEndpointConnectionResponse

data class PrivateEndpointConnectionResponse(val id: String, val identity: ManagedServiceIdentityResponse? = 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.

PrivateEndpointDestinationResponse

data class PrivateEndpointDestinationResponse(val serviceResourceId: String? = null, val sparkEnabled: Boolean? = null, val sparkStatus: String? = null, val subresourceTarget: String? = null)

Private Endpoint destination for a Private Endpoint Outbound Rule for the managed network of a machine learning workspace.

PrivateEndpointOutboundRuleResponse

data class PrivateEndpointOutboundRuleResponse(val category: String? = null, val destination: PrivateEndpointDestinationResponse? = null, val status: String? = null, val type: String)

Private Endpoint Outbound Rule for the managed network of a machine learning workspace.

PrivateEndpointResourceResponse

data class PrivateEndpointResourceResponse(val id: String, val subnetArmId: String? = null)

The PE network resource that is linked to this PE connection.

PrivateEndpointResponse

data class PrivateEndpointResponse(val id: 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 incrementalDataLastRefreshDateTime: String, val skippedDatapointCount: Double, val totalDatapointCount: Double)

Progress metrics definition

PyTorchResponse

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

PyTorch distribution configuration.

QueueSettingsResponse

data class QueueSettingsResponse(val jobTier: String? = null)

RaiBlocklistConfigResponse

data class RaiBlocklistConfigResponse(val blocking: Boolean? = null, val blocklistName: String? = null)

Azure OpenAI blocklist config.

RaiBlocklistItemPropertiesResponse

data class RaiBlocklistItemPropertiesResponse(val isRegex: Boolean? = null, val pattern: String? = null)

RAI Custom Blocklist Item properties.

RaiBlocklistPropertiesResponse

data class RaiBlocklistPropertiesResponse(val description: String? = null)

RAI Custom Blocklist properties.

RaiPolicyContentFilterResponse

data class RaiPolicyContentFilterResponse(val allowedContentLevel: String? = null, val blocking: Boolean? = null, val enabled: Boolean? = null, val name: String? = null, val source: String? = null)

Azure OpenAI Content Filter.

RaiPolicyPropertiesResponse

data class RaiPolicyPropertiesResponse(val basePolicyName: String? = null, val completionBlocklists: List<RaiBlocklistConfigResponse>? = null, val contentFilters: List<RaiPolicyContentFilterResponse>? = null, val mode: String? = null, val promptBlocklists: List<RaiBlocklistConfigResponse>? = null, val type: String? = null)

Azure OpenAI Content Filters properties.

RandomSamplingAlgorithmResponse

data class RandomSamplingAlgorithmResponse(val rule: String? = null, val samplingAlgorithmType: String, val seed: Int? = null)

Defines a Sampling Algorithm that generates values randomly

RecurrenceResponse

data class RecurrenceResponse(val frequency: String? = null, val interval: Int? = null, val schedule: ComputeRecurrenceScheduleResponse? = null, val startTime: String? = null, val timeZone: String? = null)

The workflow trigger recurrence for ComputeStartStop schedule type.

RecurrenceScheduleResponse

data class RecurrenceScheduleResponse(val hours: List<Int>, val minutes: List<Int>, val monthDays: List<Int>? = null, val weekDays: List<String>? = null)

RecurrenceTriggerResponse

data class RecurrenceTriggerResponse(val endTime: String? = null, val frequency: String, val interval: Int, val schedule: RecurrenceScheduleResponse? = null, val startTime: String? = null, val timeZone: String? = null, val triggerType: String)

RegistryListCredentialsResultResponse

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

RegistryPrivateEndpointConnectionPropertiesResponse

data class RegistryPrivateEndpointConnectionPropertiesResponse(val groupIds: List<String>? = null, val privateEndpoint: PrivateEndpointResourceResponse? = null, val provisioningState: String? = null, val registryPrivateLinkServiceConnectionState: RegistryPrivateLinkServiceConnectionStateResponse? = null)

Properties of the Private Endpoint Connection

RegistryPrivateEndpointConnectionResponse

data class RegistryPrivateEndpointConnectionResponse(val id: String? = null, val location: String? = null, val properties: RegistryPrivateEndpointConnectionPropertiesResponse? = null)

Private endpoint connection definition.

RegistryPrivateLinkServiceConnectionStateResponse

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

The connection state.

RegistryRegionArmDetailsResponse

data class RegistryRegionArmDetailsResponse(val acrDetails: List<AcrDetailsResponse>? = null, val location: String? = null, val storageAccountDetails: List<StorageAccountDetailsResponse>? = null)

Details for each region the registry is in

RegistryResponse

data class RegistryResponse(val discoveryUrl: String? = null, val intellectualPropertyPublisher: String? = null, val managedResourceGroup: ArmResourceIdResponse? = null, val mlFlowRegistryUri: String? = null, val publicNetworkAccess: String? = null, val regionDetails: List<RegistryRegionArmDetailsResponse>? = null, val registryPrivateEndpointConnections: List<RegistryPrivateEndpointConnectionResponse>? = null)

Details of the Registry

RegressionResponse

data class RegressionResponse(val cvSplitColumnNames: List<String>? = null, val featurizationSettings: TableVerticalFeaturizationSettingsResponse? = null, val limitSettings: TableVerticalLimitSettingsResponse? = null, val logVerbosity: String? = null, val nCrossValidations: Either<AutoNCrossValidationsResponse, CustomNCrossValidationsResponse>? = null, val primaryMetric: String? = null, val targetColumnName: String? = null, val taskType: String, val testData: MLTableJobInputResponse? = null, val testDataSize: Double? = null, val trainingData: MLTableJobInputResponse, val trainingSettings: RegressionTrainingSettingsResponse? = null, val validationData: MLTableJobInputResponse? = null, val validationDataSize: Double? = null, val weightColumnName: String? = null)

Regression task in AutoML Table vertical.

RegressionTrainingSettingsResponse

data class RegressionTrainingSettingsResponse(val allowedTrainingAlgorithms: List<String>? = null, val blockedTrainingAlgorithms: List<String>? = null, val enableDnnTraining: Boolean? = null, val enableModelExplainability: Boolean? = null, val enableOnnxCompatibleModels: Boolean? = null, val enableStackEnsemble: Boolean? = null, val enableVoteEnsemble: Boolean? = null, val ensembleModelDownloadTimeout: String? = null, val stackEnsembleSettings: StackEnsembleSettingsResponse? = null)

Regression Training related configuration.

RequestConfigurationResponse

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

Scoring requests configuration.

RequestLoggingResponse

data class RequestLoggingResponse(val captureHeaders: List<String>? = null)

ResourceIdResponse

data class ResourceIdResponse(val id: String)

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

RollingInputDataResponse

data class RollingInputDataResponse(val columns: Map<String, String>? = null, val dataContext: String? = null, val inputDataType: String, val jobInputType: String, val preprocessingComponentId: String? = null, val uri: String, val windowOffset: String, val windowSize: String)

Rolling input data definition.

RouteResponse

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

SASAuthTypeWorkspaceConnectionPropertiesResponse

data class SASAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionSharedAccessSignatureResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

SasDatastoreCredentialsResponse

data class SasDatastoreCredentialsResponse(val credentialsType: String)

SAS datastore credentials configuration.

ScaleSettingsResponse

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

scale settings for AML Compute

ScaleUnitConfigurationResponse

data class ScaleUnitConfigurationResponse(val disablePublicEgress: Boolean? = null, val registries: List<String>? = null)

Configuration for ScaleUnit pool.

ScheduleBaseResponse

data class ScheduleBaseResponse(val id: String? = null, val provisioningStatus: String? = null, val status: String? = null)

ScheduleResponse

data class ScheduleResponse(val action: Any, val description: String? = null, val displayName: String? = null, val isEnabled: Boolean? = null, val properties: Map<String, String>? = null, val provisioningState: String, val tags: Map<String, String>? = null, val trigger: Either<CronTriggerResponse, RecurrenceTriggerResponse>)

Base definition of a schedule

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

SecretConfigurationResponse

data class SecretConfigurationResponse(val uri: String? = null, val workspaceSecretName: String? = null)

Secret Configuration definition.

ServerlessComputeSettingsResponse

data class ServerlessComputeSettingsResponse(val serverlessComputeCustomSubnet: String? = null, val serverlessComputeNoPublicIP: Boolean? = null)

ServerlessEndpointResponse

data class ServerlessEndpointResponse(val authMode: String, val contentSafety: ContentSafetyResponse? = null, val endpointState: String, val inferenceEndpoint: ServerlessInferenceEndpointResponse, val marketplaceSubscriptionId: String, val modelSettings: ModelSettingsResponse? = null, val provisioningState: String)

ServerlessInferenceEndpointResponse

data class ServerlessInferenceEndpointResponse(val headers: Map<String, String>, val uri: String)

ServerlessOfferResponse

data class ServerlessOfferResponse(val offerName: String, val publisher: String)

ServiceManagedResourcesSettingsResponse

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

ServicePrincipalAuthTypeWorkspaceConnectionPropertiesResponse

data class ServicePrincipalAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionServicePrincipalResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

ServicePrincipalDatastoreCredentialsResponse

data class ServicePrincipalDatastoreCredentialsResponse(val authorityUrl: String? = null, val clientId: String, val credentialsType: String, val resourceUrl: String? = null, val tenantId: String)

Service Principal datastore credentials configuration.

ServiceTagDestinationResponse

data class ServiceTagDestinationResponse(val action: String? = null, val addressPrefixes: List<String>, val portRanges: String? = null, val protocol: String? = null, val serviceTag: String? = null)

Service Tag destination for a Service Tag Outbound Rule for the managed network of a machine learning workspace.

ServiceTagOutboundRuleResponse

data class ServiceTagOutboundRuleResponse(val category: String? = null, val destination: ServiceTagDestinationResponse? = null, val status: String? = null, val type: String)

Service Tag Outbound Rule for the managed network of a machine learning workspace.

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 capacity: Int? = null, val family: String? = null, val name: String, val size: String? = null, val tier: String? = null)

The resource model definition representing SKU

SparkJobPythonEntryResponse

data class SparkJobPythonEntryResponse(val file: String, val sparkJobEntryType: String)

SparkJobResponse

data class SparkJobResponse(val archives: List<String>? = null, val args: String? = null, val codeId: String, val componentId: String? = null, val computeId: String? = null, val conf: Map<String, String>? = null, val description: String? = null, val displayName: String? = null, val entry: Either<SparkJobPythonEntryResponse, SparkJobScalaEntryResponse>, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val experimentName: String? = null, val files: List<String>? = null, val identity: Any? = null, val inputs: Map<String, Any>? = null, val isArchived: Boolean? = null, val jars: List<String>? = null, val jobType: String, val notificationSetting: NotificationSettingResponse? = null, val outputs: Map<String, Any>? = null, val properties: Map<String, String>? = null, val pyFiles: List<String>? = null, val queueSettings: QueueSettingsResponse? = null, val resources: SparkResourceConfigurationResponse? = null, val services: Map<String, JobServiceResponse>? = null, val status: String, val tags: Map<String, String>? = null)

Spark job definition.

SparkJobScalaEntryResponse

data class SparkJobScalaEntryResponse(val className: String, val sparkJobEntryType: String)

SparkResourceConfigurationResponse

data class SparkResourceConfigurationResponse(val instanceType: String? = null, val runtimeVersion: String? = null)

SpeechEndpointDeploymentResourcePropertiesResponse

data class SpeechEndpointDeploymentResourcePropertiesResponse(val failureReason: String? = null, val model: EndpointDeploymentModelResponse, val provisioningState: String, val raiPolicyName: String? = null, val sku: CognitiveServicesSkuResponse? = null, val type: String, val versionUpgradeOption: String? = null)

SslConfigurationResponse

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

The ssl configuration for scoring

StackEnsembleSettingsResponse

data class StackEnsembleSettingsResponse(val stackMetaLearnerKWargs: Any? = null, val stackMetaLearnerTrainPercentage: Double? = null, val stackMetaLearnerType: String? = null)

Advances setting to customize StackEnsemble run.

StaticInputDataResponse

data class StaticInputDataResponse(val columns: Map<String, String>? = null, val dataContext: String? = null, val inputDataType: String, val jobInputType: String, val preprocessingComponentId: String? = null, val uri: String, val windowEnd: String, val windowStart: String)

Static input data definition.

StatusMessageResponse

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

Active message associated with project

StorageAccountDetailsResponse

data class StorageAccountDetailsResponse(val systemCreatedStorageAccount: SystemCreatedStorageAccountResponse? = null)

Details of storage account to be used for the Registry

StringStringKeyValuePairResponse

data class StringStringKeyValuePairResponse(val key: String? = null, val value: String? = null)

SweepJobLimitsResponse

data class SweepJobLimitsResponse(val jobLimitsType: String, val maxConcurrentTrials: Int? = null, val maxTotalTrials: Int? = null, val timeout: String? = null, val trialTimeout: String? = null)

Sweep Job limit class.

SweepJobResponse

data class SweepJobResponse(val componentId: String? = null, val computeId: String? = null, val description: String? = null, val displayName: String? = null, val earlyTermination: Any? = null, val experimentName: String? = null, val identity: Any? = null, val inputs: Map<String, Any>? = null, val isArchived: Boolean? = null, val jobType: String, val limits: SweepJobLimitsResponse? = null, val notificationSetting: NotificationSettingResponse? = null, val objective: ObjectiveResponse, val outputs: Map<String, Any>? = null, val properties: Map<String, String>? = null, val queueSettings: QueueSettingsResponse? = null, val samplingAlgorithm: Any, val searchSpace: Any, val services: Map<String, JobServiceResponse>? = null, val status: String, val tags: Map<String, String>? = null, val trial: TrialComponentResponse)

Sweep job definition.

SynapseSparkResponse

data class SynapseSparkResponse(val computeLocation: String? = null, val computeType: String, val createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: SynapseSparkResponseProperties? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

A SynapseSpark compute.

SynapseSparkResponseProperties

data class SynapseSparkResponseProperties(val autoPauseProperties: AutoPausePropertiesResponse? = null, val autoScaleProperties: AutoScalePropertiesResponse? = null, val nodeCount: Int? = null, val nodeSize: String? = null, val nodeSizeFamily: String? = null, val poolName: String? = null, val resourceGroup: String? = null, val sparkVersion: String? = null, val subscriptionId: String? = null, val workspaceName: String? = null)

SystemCreatedAcrAccountResponse

data class SystemCreatedAcrAccountResponse(val acrAccountName: String? = null, val acrAccountSku: String? = null, val armResourceId: ArmResourceIdResponse? = null)

SystemCreatedStorageAccountResponse

data class SystemCreatedStorageAccountResponse(val allowBlobPublicAccess: Boolean? = null, val armResourceId: ArmResourceIdResponse? = null, val storageAccountHnsEnabled: Boolean? = null, val storageAccountName: String? = null, val storageAccountType: String? = null)

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)

Metadata pertaining to creation and last modification of the resource.

SystemServiceResponse

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

A system service running on a compute.

TableVerticalFeaturizationSettingsResponse

data class TableVerticalFeaturizationSettingsResponse(val blockedTransformers: List<String>? = null, val columnNameAndTypes: Map<String, String>? = null, val datasetLanguage: String? = null, val enableDnnFeaturization: Boolean? = null, val mode: String? = null, val transformerParams: Map<String, List<ColumnTransformerResponse>>? = null)

Featurization Configuration.

TableVerticalLimitSettingsResponse

data class TableVerticalLimitSettingsResponse(val enableEarlyTermination: Boolean? = null, val exitScore: Double? = null, val maxConcurrentTrials: Int? = null, val maxCoresPerTrial: Int? = null, val maxTrials: Int? = null, val timeout: String? = null, val trialTimeout: String? = null)

Job execution constraints.

TargetUtilizationScaleSettingsResponse

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

TensorFlowResponse

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

TensorFlow distribution configuration.

TextClassificationMultilabelResponse

data class TextClassificationMultilabelResponse(val featurizationSettings: NlpVerticalFeaturizationSettingsResponse? = null, val limitSettings: NlpVerticalLimitSettingsResponse? = null, val logVerbosity: String? = null, val primaryMetric: String, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null)

Text Classification Multilabel task in AutoML NLP vertical. NLP - Natural Language Processing.

TextClassificationResponse

data class TextClassificationResponse(val featurizationSettings: NlpVerticalFeaturizationSettingsResponse? = null, val limitSettings: NlpVerticalLimitSettingsResponse? = null, val logVerbosity: String? = null, val primaryMetric: String? = null, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null)

Text Classification task in AutoML NLP vertical. NLP - Natural Language Processing.

TextNerResponse

data class TextNerResponse(val featurizationSettings: NlpVerticalFeaturizationSettingsResponse? = null, val limitSettings: NlpVerticalLimitSettingsResponse? = null, val logVerbosity: String? = null, val primaryMetric: String, val targetColumnName: String? = null, val taskType: String, val trainingData: MLTableJobInputResponse, val validationData: MLTableJobInputResponse? = null)

Text-NER task in AutoML NLP vertical. NER - Named Entity Recognition. NLP - Natural Language Processing.

TmpfsOptionsResponse

data class TmpfsOptionsResponse(val size: Int? = null)

Describes the tmpfs options for the container

TopNFeaturesByAttributionResponse

data class TopNFeaturesByAttributionResponse(val filterType: String, val top: Int? = null)

TrialComponentResponse

data class TrialComponentResponse(val codeId: String? = null, val command: String, val distribution: Any? = null, val environmentId: String, val environmentVariables: Map<String, String>? = null, val resources: JobResourceConfigurationResponse? = null)

Trial component definition.

TritonModelJobInputResponse

data class TritonModelJobInputResponse(val description: String? = null, val jobInputType: String, val mode: String? = null, val uri: String)

TritonModelJobOutputResponse

data class TritonModelJobOutputResponse(val description: String? = null, val jobOutputType: String, val mode: String? = null, val uri: String? = null)

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.

UriFileDataVersionResponse

data class UriFileDataVersionResponse(val dataType: String, val dataUri: String, val description: String? = null, val isAnonymous: Boolean? = null, val isArchived: Boolean? = null, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

uri-file data version entity

UriFileJobInputResponse

data class UriFileJobInputResponse(val description: String? = null, val jobInputType: String, val mode: String? = null, val uri: String)

UriFileJobOutputResponse

data class UriFileJobOutputResponse(val description: String? = null, val jobOutputType: String, val mode: String? = null, val uri: String? = null)

UriFolderDataVersionResponse

data class UriFolderDataVersionResponse(val dataType: String, val dataUri: String, val description: String? = null, val isAnonymous: Boolean? = null, val isArchived: Boolean? = null, val properties: Map<String, String>? = null, val tags: Map<String, String>? = null)

uri-folder data version entity

UriFolderJobInputResponse

data class UriFolderJobInputResponse(val description: String? = null, val jobInputType: String, val mode: String? = null, val uri: String)

UriFolderJobOutputResponse

data class UriFolderJobOutputResponse(val description: String? = null, val jobOutputType: String, val mode: String? = null, val uri: String? = null)

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.

UserAssignedIdentityResponse

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

User assigned identity properties

UserIdentityResponse

data class UserIdentityResponse(val identityType: String)

User identity configuration.

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.

UsernamePasswordAuthTypeWorkspaceConnectionPropertiesResponse

data class UsernamePasswordAuthTypeWorkspaceConnectionPropertiesResponse(val authType: String, val category: String? = null, val createdByWorkspaceArmId: String, val credentials: WorkspaceConnectionUsernamePasswordResponse? = null, val expiryTime: String? = null, val group: String, val isSharedToAll: Boolean? = null, val metadata: Map<String, String>? = null, val sharedUserList: List<String>? = null, val target: String? = null, val value: String? = null, val valueFormat: String? = null)

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 createdOn: String, val description: String? = null, val disableLocalAuth: Boolean? = null, val isAttachedCompute: Boolean, val modifiedOn: String, val properties: VirtualMachineSchemaResponseProperties? = null, val provisioningErrors: List<ErrorResponseResponse>, val provisioningState: String, val resourceId: String? = null)

A Machine Learning compute based on Azure Virtual Machines.

VirtualMachineSchemaResponseProperties

data class VirtualMachineSchemaResponseProperties(val address: String? = null, val administratorAccount: VirtualMachineSshCredentialsResponse? = null, val isNotebookInstanceCompute: Boolean? = null, val notebookServerPort: Int? = null, val sshPort: Int? = null, val virtualMachineSize: String? = null)

VirtualMachineSizeResponse

data class VirtualMachineSizeResponse(val estimatedVMPrices: EstimatedVMPricesResponse? = null, val family: String, val gpus: Int, val lowPriorityCapable: Boolean, val maxResourceVolumeMB: Int, val memoryGB: Double, val name: String, val osVhdSizeMB: Int, val premiumIO: Boolean, val supportedComputeTypes: List<String>? = null, val vCPUs: Int)

Describes the properties of a VM size.

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

VolumeDefinitionResponse

data class VolumeDefinitionResponse(val bind: BindOptionsResponse? = null, val consistency: String? = null, val readOnly: Boolean? = null, val source: String? = null, val target: String? = null, val tmpfs: TmpfsOptionsResponse? = null, val type: String? = null, val volume: VolumeOptionsResponse? = null)

Describes the volume configuration for the container

VolumeOptionsResponse

data class VolumeOptionsResponse(val nocopy: Boolean? = null)

Describes the volume options for the container

WorkspaceConnectionAccessKeyResponse

data class WorkspaceConnectionAccessKeyResponse(val accessKeyId: String? = null, val secretAccessKey: String? = null)

WorkspaceConnectionAccountKeyResponse

data class WorkspaceConnectionAccountKeyResponse(val key: String? = null)

WorkspaceConnectionApiKeyResponse

data class WorkspaceConnectionApiKeyResponse(val key: String? = null)

Api key object for workspace connection credential.

WorkspaceConnectionManagedIdentityResponse

data class WorkspaceConnectionManagedIdentityResponse(val clientId: String? = null, val resourceId: String? = null)

WorkspaceConnectionOAuth2Response

data class WorkspaceConnectionOAuth2Response(val authUrl: String? = null, val clientId: String? = null, val clientSecret: String? = null, val developerToken: String? = null, val password: String? = null, val refreshToken: String? = null, val tenantId: String? = null, val username: String? = null)

ClientId and ClientSecret are required. Other properties are optional depending on each OAuth2 provider's implementation.

WorkspaceConnectionPersonalAccessTokenResponse

data class WorkspaceConnectionPersonalAccessTokenResponse(val pat: String? = null)

WorkspaceConnectionServicePrincipalResponse

data class WorkspaceConnectionServicePrincipalResponse(val clientId: String? = null, val clientSecret: String? = null, val tenantId: String? = null)

WorkspaceConnectionSharedAccessSignatureResponse

data class WorkspaceConnectionSharedAccessSignatureResponse(val sas: String? = null)

WorkspaceConnectionUsernamePasswordResponse

data class WorkspaceConnectionUsernamePasswordResponse(val password: String? = null, val securityToken: String? = null, val username: String? = null)

WorkspaceHubConfigResponse

data class WorkspaceHubConfigResponse(val additionalWorkspaceStorageAccounts: List<String>? = null, val defaultWorkspaceResourceGroup: String? = null)

WorkspaceHub's configuration object.