@azure/arm-machinelearning package

Classes

AzureMachineLearningServicesManagementClient

Interfaces

AADAuthTypeWorkspaceConnectionProperties

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

AKSSchema
AKSSchemaProperties

AKS properties

AccessKeyAuthTypeWorkspaceConnectionProperties
AccountKeyAuthTypeWorkspaceConnectionProperties

This connection type covers the account key connection for Azure storage

AccountKeyDatastoreCredentials

Account key datastore credentials configuration.

AccountKeyDatastoreSecrets

Datastore account key secrets.

AcrDetails

Details of ACR account to be used for the Registry

Aks

A Machine Learning compute based on AKS.

AksComputeSecrets

Secrets related to a Machine Learning compute based on AKS.

AksComputeSecretsProperties

Properties of AksComputeSecrets

AksNetworkingConfiguration

Advance configuration for AKS networking

AllFeatures
AllNodes

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

AmlCompute

An Azure Machine Learning compute.

AmlComputeNodeInformation

Compute node information related to a AmlCompute.

AmlComputeNodesInformation

Result of AmlCompute Nodes

AmlComputeProperties

AML Compute properties

AmlComputeSchema

Properties(top level) of AmlCompute

AmlToken

AML Token identity configuration.

AmlTokenComputeIdentity

AML token compute identity definition.

AmlUserFeature

Features enabled for a workspace

AnonymousAccessCredential

Access credential with no credentials

ApiKeyAuthWorkspaceConnectionProperties

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

ArmResourceId

ARM ResourceId of a resource

AssetBase
AssetContainer
AssetJobInput

Asset input type.

AssetJobOutput

Asset output type.

AssetReferenceBase

Base definition for asset references.

AssignedUser

A user that can be assigned to a compute instance.

AutoForecastHorizon

Forecast horizon determined automatically by system.

AutoMLJob

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

AutoMLVertical

AutoML vertical class. Base class for AutoML verticals - TableVertical/ImageVertical/NLPVertical

AutoNCrossValidations

N-Cross validations determined automatically.

AutoPauseProperties

Auto pause properties

AutoScaleProperties

Auto scale properties

AutoSeasonality

Forecasting seasonality.

AutoTargetLags

The number of past periods to lag from the target column.

AutoTargetRollingWindowSize

Target lags rolling window determined automatically.

AzureBlobDatastore

Azure Blob datastore configuration.

AzureDataLakeGen1Datastore

Azure Data Lake Gen1 datastore configuration.

AzureDataLakeGen2Datastore

Azure Data Lake Gen2 datastore configuration.

AzureDatastore

Base definition for Azure datastore contents configuration.

AzureDevOpsWebhook

Webhook details specific for Azure DevOps

AzureFileDatastore

Azure File datastore configuration.

AzureMachineLearningServicesManagementClientOptionalParams

Optional parameters.

BanditPolicy

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

BatchDeployment

The resource model definition for an Azure Resource Manager tracked top level resource which has 'tags' and a 'location'

BatchDeploymentConfiguration

Properties relevant to different deployment types.

BatchDeploymentProperties

Batch inference settings per deployment.

BatchDeploymentTrackedResourceArmPaginatedResult

A paginated list of BatchDeployment entities.

BatchDeployments

Interface representing a BatchDeployments.

BatchDeploymentsCreateOrUpdateHeaders

Defines headers for BatchDeployments_createOrUpdate operation.

BatchDeploymentsCreateOrUpdateOptionalParams

Optional parameters.

BatchDeploymentsDeleteHeaders

Defines headers for BatchDeployments_delete operation.

BatchDeploymentsDeleteOptionalParams

Optional parameters.

BatchDeploymentsGetOptionalParams

Optional parameters.

BatchDeploymentsListNextOptionalParams

Optional parameters.

BatchDeploymentsListOptionalParams

Optional parameters.

BatchDeploymentsUpdateHeaders

Defines headers for BatchDeployments_update operation.

BatchDeploymentsUpdateOptionalParams

Optional parameters.

BatchEndpoint

The resource model definition for an Azure Resource Manager tracked top level resource which has 'tags' and a 'location'

BatchEndpointDefaults

Batch endpoint default values

BatchEndpointProperties

Batch endpoint configuration.

BatchEndpointTrackedResourceArmPaginatedResult

A paginated list of BatchEndpoint entities.

BatchEndpoints

Interface representing a BatchEndpoints.

BatchEndpointsCreateOrUpdateHeaders

Defines headers for BatchEndpoints_createOrUpdate operation.

BatchEndpointsCreateOrUpdateOptionalParams

Optional parameters.

BatchEndpointsDeleteHeaders

Defines headers for BatchEndpoints_delete operation.

BatchEndpointsDeleteOptionalParams

Optional parameters.

BatchEndpointsGetOptionalParams

Optional parameters.

BatchEndpointsListKeysOptionalParams

Optional parameters.

BatchEndpointsListNextOptionalParams

Optional parameters.

BatchEndpointsListOptionalParams

Optional parameters.

BatchEndpointsUpdateHeaders

Defines headers for BatchEndpoints_update operation.

BatchEndpointsUpdateOptionalParams

Optional parameters.

BatchPipelineComponentDeploymentConfiguration

Properties for a Batch Pipeline Component Deployment.

BatchRetrySettings

Retry settings for a batch inference operation.

BayesianSamplingAlgorithm

Defines a Sampling Algorithm that generates values based on previous values

BindOptions

Describes the bind options for the container

BlobReferenceForConsumptionDto
BuildContext

Configuration settings for Docker build context

CategoricalDataDriftMetricThreshold
CategoricalDataQualityMetricThreshold
CategoricalPredictionDriftMetricThreshold
CertificateDatastoreCredentials

Certificate datastore credentials configuration.

CertificateDatastoreSecrets

Datastore certificate secrets.

Classification

Classification task in AutoML Table vertical.

ClassificationTrainingSettings

Classification Training related configuration.

ClusterUpdateParameters

AmlCompute update parameters.

CodeConfiguration

Configuration for a scoring code asset.

CodeContainer

Azure Resource Manager resource envelope.

CodeContainerProperties

Container for code asset versions.

CodeContainerResourceArmPaginatedResult

A paginated list of CodeContainer entities.

CodeContainers

Interface representing a CodeContainers.

CodeContainersCreateOrUpdateOptionalParams

Optional parameters.

CodeContainersDeleteOptionalParams

Optional parameters.

CodeContainersGetOptionalParams

Optional parameters.

CodeContainersListNextOptionalParams

Optional parameters.

CodeContainersListOptionalParams

Optional parameters.

CodeVersion

Azure Resource Manager resource envelope.

CodeVersionProperties

Code asset version details.

CodeVersionResourceArmPaginatedResult

A paginated list of CodeVersion entities.

CodeVersions

Interface representing a CodeVersions.

CodeVersionsCreateOrGetStartPendingUploadOptionalParams

Optional parameters.

CodeVersionsCreateOrUpdateOptionalParams

Optional parameters.

CodeVersionsDeleteOptionalParams

Optional parameters.

CodeVersionsGetOptionalParams

Optional parameters.

CodeVersionsListNextOptionalParams

Optional parameters.

CodeVersionsListOptionalParams

Optional parameters.

CodeVersionsPublishHeaders

Defines headers for CodeVersions_publish operation.

CodeVersionsPublishOptionalParams

Optional parameters.

Collection
ColumnTransformer

Column transformer parameters.

CommandJob

Command job definition.

CommandJobLimits

Command Job limit class.

ComponentContainer

Azure Resource Manager resource envelope.

ComponentContainerProperties

Component container definition.

ComponentContainerResourceArmPaginatedResult

A paginated list of ComponentContainer entities.

ComponentContainers

Interface representing a ComponentContainers.

ComponentContainersCreateOrUpdateOptionalParams

Optional parameters.

ComponentContainersDeleteOptionalParams

Optional parameters.

ComponentContainersGetOptionalParams

Optional parameters.

ComponentContainersListNextOptionalParams

Optional parameters.

ComponentContainersListOptionalParams

Optional parameters.

ComponentVersion

Azure Resource Manager resource envelope.

ComponentVersionProperties

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

ComponentVersionResourceArmPaginatedResult

A paginated list of ComponentVersion entities.

ComponentVersions

Interface representing a ComponentVersions.

ComponentVersionsCreateOrUpdateOptionalParams

Optional parameters.

ComponentVersionsDeleteOptionalParams

Optional parameters.

ComponentVersionsGetOptionalParams

Optional parameters.

ComponentVersionsListNextOptionalParams

Optional parameters.

ComponentVersionsListOptionalParams

Optional parameters.

ComponentVersionsPublishHeaders

Defines headers for ComponentVersions_publish operation.

ComponentVersionsPublishOptionalParams

Optional parameters.

Compute

Machine Learning compute object.

ComputeCreateOrUpdateHeaders

Defines headers for Compute_createOrUpdate operation.

ComputeCreateOrUpdateOptionalParams

Optional parameters.

ComputeDeleteHeaders

Defines headers for Compute_delete operation.

ComputeDeleteOptionalParams

Optional parameters.

ComputeGetOptionalParams

Optional parameters.

ComputeInstance

An Azure Machine Learning compute instance.

ComputeInstanceApplication

Defines an Aml Instance application and its connectivity endpoint URI.

ComputeInstanceConnectivityEndpoints

Defines all connectivity endpoints and properties for an ComputeInstance.

ComputeInstanceContainer

Defines an Aml Instance container.

ComputeInstanceCreatedBy

Describes information on user who created this ComputeInstance.

ComputeInstanceDataDisk

Defines an Aml Instance DataDisk.

ComputeInstanceDataMount

Defines an Aml Instance DataMount.

ComputeInstanceEnvironmentInfo

Environment information

ComputeInstanceLastOperation

The last operation on ComputeInstance.

ComputeInstanceProperties

Compute Instance properties

ComputeInstanceSchema

Properties(top level) of ComputeInstance

ComputeInstanceSshSettings

Specifies policy and settings for SSH access.

ComputeInstanceVersion

Version of computeInstance.

ComputeListKeysOptionalParams

Optional parameters.

ComputeListNextOptionalParams

Optional parameters.

ComputeListNodesNextOptionalParams

Optional parameters.

ComputeListNodesOptionalParams

Optional parameters.

ComputeListOptionalParams

Optional parameters.

ComputeOperations

Interface representing a ComputeOperations.

ComputeRecurrenceSchedule
ComputeResource

Machine Learning compute object wrapped into ARM resource envelope.

ComputeResourceSchema
ComputeRestartOptionalParams

Optional parameters.

ComputeRuntimeDto

Compute runtime config for feature store type workspace.

ComputeSchedules

The list of schedules to be applied on the computes

ComputeSecrets

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

ComputeStartOptionalParams

Optional parameters.

ComputeStartStopSchedule

Compute start stop schedule properties

ComputeStopOptionalParams

Optional parameters.

ComputeUpdateOptionalParams

Optional parameters.

ContainerResourceRequirements

Resource requirements for each container instance within an online deployment.

ContainerResourceSettings
ContentSafety
CosmosDbSettings
CreateMonitorAction
Cron

The workflow trigger cron for ComputeStartStop schedule type.

CronTrigger
CustomForecastHorizon

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

CustomKeys

Custom Keys credential object

CustomKeysWorkspaceConnectionProperties

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

CustomMetricThreshold
CustomModelJobInput

Asset input type.

CustomModelJobOutput

Asset output type.

CustomMonitoringSignal
CustomNCrossValidations

N-Cross validations are specified by user.

CustomSeasonality

Forecasting seasonality.

CustomService

Specifies the custom service configuration

CustomTargetLags

The number of past periods to lag from the target column.

CustomTargetRollingWindowSize

Forecasting target rolling window size.

DataCollector
DataContainer

Azure Resource Manager resource envelope.

DataContainerProperties

Container for data asset versions.

DataContainerResourceArmPaginatedResult

A paginated list of DataContainer entities.

DataContainers

Interface representing a DataContainers.

DataContainersCreateOrUpdateOptionalParams

Optional parameters.

DataContainersDeleteOptionalParams

Optional parameters.

DataContainersGetOptionalParams

Optional parameters.

DataContainersListNextOptionalParams

Optional parameters.

DataContainersListOptionalParams

Optional parameters.

DataDriftMetricThresholdBase
DataDriftMonitoringSignal
DataFactory

A DataFactory compute.

DataLakeAnalytics

A DataLakeAnalytics compute.

DataLakeAnalyticsSchema
DataLakeAnalyticsSchemaProperties
DataPathAssetReference

Reference to an asset via its path in a datastore.

DataQualityMetricThresholdBase
DataQualityMonitoringSignal
DataReferenceCredential

DataReferenceCredential base class

DataVersionBase

Azure Resource Manager resource envelope.

DataVersionBaseProperties

Data version base definition

DataVersionBaseResourceArmPaginatedResult

A paginated list of DataVersionBase entities.

DataVersions

Interface representing a DataVersions.

DataVersionsCreateOrUpdateOptionalParams

Optional parameters.

DataVersionsDeleteOptionalParams

Optional parameters.

DataVersionsGetOptionalParams

Optional parameters.

DataVersionsListNextOptionalParams

Optional parameters.

DataVersionsListOptionalParams

Optional parameters.

DataVersionsPublishHeaders

Defines headers for DataVersions_publish operation.

DataVersionsPublishOptionalParams

Optional parameters.

Databricks

A DataFactory compute.

DatabricksComputeSecrets

Secrets related to a Machine Learning compute based on Databricks.

DatabricksComputeSecretsProperties

Properties of Databricks Compute Secrets

DatabricksProperties

Properties of Databricks

DatabricksSchema
Datastore

Azure Resource Manager resource envelope.

DatastoreCredentials

Base definition for datastore credentials.

DatastoreProperties

Base definition for datastore contents configuration.

DatastoreResourceArmPaginatedResult

A paginated list of Datastore entities.

DatastoreSecrets

Base definition for datastore secrets.

Datastores

Interface representing a Datastores.

DatastoresCreateOrUpdateOptionalParams

Optional parameters.

DatastoresDeleteOptionalParams

Optional parameters.

DatastoresGetOptionalParams

Optional parameters.

DatastoresListNextOptionalParams

Optional parameters.

DatastoresListOptionalParams

Optional parameters.

DatastoresListSecretsOptionalParams

Optional parameters.

DefaultScaleSettings

Online deployment scaling configuration.

DeploymentLogs
DeploymentLogsRequest
DeploymentResourceConfiguration
DestinationAsset

Publishing destination registry asset information

DiagnoseRequestProperties
DiagnoseResponseResult
DiagnoseResponseResultValue
DiagnoseResult

Result of Diagnose

DiagnoseWorkspaceParameters

Parameters to diagnose a workspace

DistributionConfiguration

Base definition for job distribution configuration.

Docker

Docker container configuration

DockerCredential

Credential for docker with username and password

EarlyTerminationPolicy

Early termination policies enable canceling poor-performing runs before they complete

EncryptionKeyVaultProperties
EncryptionKeyVaultUpdateProperties
EncryptionProperty
EncryptionUpdateProperties
Endpoint

Describes the endpoint configuration for the container

EndpointAuthKeys

Keys for endpoint authentication.

EndpointAuthToken

Service Token

EndpointDeploymentPropertiesBase

Base definition for endpoint deployment.

EndpointPropertiesBase

Inference Endpoint base definition

EndpointScheduleAction
EnvironmentContainer

Azure Resource Manager resource envelope.

EnvironmentContainerProperties

Container for environment specification versions.

EnvironmentContainerResourceArmPaginatedResult

A paginated list of EnvironmentContainer entities.

EnvironmentContainers

Interface representing a EnvironmentContainers.

EnvironmentContainersCreateOrUpdateOptionalParams

Optional parameters.

EnvironmentContainersDeleteOptionalParams

Optional parameters.

EnvironmentContainersGetOptionalParams

Optional parameters.

EnvironmentContainersListNextOptionalParams

Optional parameters.

EnvironmentContainersListOptionalParams

Optional parameters.

EnvironmentVariable

Environment Variables for the container

EnvironmentVersion

Azure Resource Manager resource envelope.

EnvironmentVersionProperties

Environment version details.

EnvironmentVersionResourceArmPaginatedResult

A paginated list of EnvironmentVersion entities.

EnvironmentVersions

Interface representing a EnvironmentVersions.

EnvironmentVersionsCreateOrUpdateOptionalParams

Optional parameters.

EnvironmentVersionsDeleteOptionalParams

Optional parameters.

EnvironmentVersionsGetOptionalParams

Optional parameters.

EnvironmentVersionsListNextOptionalParams

Optional parameters.

EnvironmentVersionsListOptionalParams

Optional parameters.

EnvironmentVersionsPublishHeaders

Defines headers for EnvironmentVersions_publish operation.

EnvironmentVersionsPublishOptionalParams

Optional parameters.

ErrorAdditionalInfo

The resource management error additional info.

ErrorDetail

The error detail.

ErrorResponse

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

EstimatedVMPrice

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

EstimatedVMPrices

The estimated price info for using a VM.

ExternalFqdnResponse
Feature

Azure Resource Manager resource envelope.

FeatureAttributionDriftMonitoringSignal
FeatureAttributionMetricThreshold
FeatureImportanceSettings
FeatureProperties

DTO object representing feature

FeatureResourceArmPaginatedResult

A paginated list of Feature entities.

FeatureStoreSettings

Settings for feature store type workspace.

FeatureSubset
FeatureWindow

Specifies the feature window

Features

Interface representing a Features.

FeaturesGetOptionalParams

Optional parameters.

FeaturesListNextOptionalParams

Optional parameters.

FeaturesListOptionalParams

Optional parameters.

FeaturesetContainer

Azure Resource Manager resource envelope.

FeaturesetContainerProperties

DTO object representing feature set

FeaturesetContainerResourceArmPaginatedResult

A paginated list of FeaturesetContainer entities.

FeaturesetContainers

Interface representing a FeaturesetContainers.

FeaturesetContainersCreateOrUpdateHeaders

Defines headers for FeaturesetContainers_createOrUpdate operation.

FeaturesetContainersCreateOrUpdateOptionalParams

Optional parameters.

FeaturesetContainersDeleteHeaders

Defines headers for FeaturesetContainers_delete operation.

FeaturesetContainersDeleteOptionalParams

Optional parameters.

FeaturesetContainersGetEntityOptionalParams

Optional parameters.

FeaturesetContainersListNextOptionalParams

Optional parameters.

FeaturesetContainersListOptionalParams

Optional parameters.

FeaturesetSpecification

DTO object representing specification

FeaturesetVersion

Azure Resource Manager resource envelope.

FeaturesetVersionBackfillRequest

Request payload for creating a backfill request for a given feature set version

FeaturesetVersionBackfillResponse

Response payload for creating a backfill request for a given feature set version

FeaturesetVersionProperties

DTO object representing feature set version

FeaturesetVersionResourceArmPaginatedResult

A paginated list of FeaturesetVersion entities.

FeaturesetVersions

Interface representing a FeaturesetVersions.

FeaturesetVersionsBackfillHeaders

Defines headers for FeaturesetVersions_backfill operation.

FeaturesetVersionsBackfillOptionalParams

Optional parameters.

FeaturesetVersionsCreateOrUpdateHeaders

Defines headers for FeaturesetVersions_createOrUpdate operation.

FeaturesetVersionsCreateOrUpdateOptionalParams

Optional parameters.

FeaturesetVersionsDeleteHeaders

Defines headers for FeaturesetVersions_delete operation.

FeaturesetVersionsDeleteOptionalParams

Optional parameters.

FeaturesetVersionsGetOptionalParams

Optional parameters.

FeaturesetVersionsListNextOptionalParams

Optional parameters.

FeaturesetVersionsListOptionalParams

Optional parameters.

FeaturestoreEntityContainer

Azure Resource Manager resource envelope.

FeaturestoreEntityContainerProperties

DTO object representing feature entity

FeaturestoreEntityContainerResourceArmPaginatedResult

A paginated list of FeaturestoreEntityContainer entities.

FeaturestoreEntityContainers

Interface representing a FeaturestoreEntityContainers.

FeaturestoreEntityContainersCreateOrUpdateHeaders

Defines headers for FeaturestoreEntityContainers_createOrUpdate operation.

FeaturestoreEntityContainersCreateOrUpdateOptionalParams

Optional parameters.

FeaturestoreEntityContainersDeleteHeaders

Defines headers for FeaturestoreEntityContainers_delete operation.

FeaturestoreEntityContainersDeleteOptionalParams

Optional parameters.

FeaturestoreEntityContainersGetEntityOptionalParams

Optional parameters.

FeaturestoreEntityContainersListNextOptionalParams

Optional parameters.

FeaturestoreEntityContainersListOptionalParams

Optional parameters.

FeaturestoreEntityVersion

Azure Resource Manager resource envelope.

FeaturestoreEntityVersionProperties

DTO object representing feature entity version

FeaturestoreEntityVersionResourceArmPaginatedResult

A paginated list of FeaturestoreEntityVersion entities.

FeaturestoreEntityVersions

Interface representing a FeaturestoreEntityVersions.

FeaturestoreEntityVersionsCreateOrUpdateHeaders

Defines headers for FeaturestoreEntityVersions_createOrUpdate operation.

FeaturestoreEntityVersionsCreateOrUpdateOptionalParams

Optional parameters.

FeaturestoreEntityVersionsDeleteHeaders

Defines headers for FeaturestoreEntityVersions_delete operation.

FeaturestoreEntityVersionsDeleteOptionalParams

Optional parameters.

FeaturestoreEntityVersionsGetOptionalParams

Optional parameters.

FeaturestoreEntityVersionsListNextOptionalParams

Optional parameters.

FeaturestoreEntityVersionsListOptionalParams

Optional parameters.

FeaturizationSettings

Featurization Configuration.

FixedInputData

Fixed input data definition.

FlavorData
ForecastHorizon

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

Forecasting

Forecasting task in AutoML Table vertical.

ForecastingSettings

Forecasting specific parameters.

ForecastingTrainingSettings

Forecasting Training related configuration.

FqdnEndpoint
FqdnEndpointDetail
FqdnEndpoints
FqdnEndpointsProperties
FqdnOutboundRule

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

GetBlobReferenceForConsumptionDto
GetBlobReferenceSASRequestDto

BlobReferenceSASRequest for getBlobReferenceSAS API

GetBlobReferenceSASResponseDto

BlobReferenceSASResponse for getBlobReferenceSAS API

GridSamplingAlgorithm

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

HDInsight

A HDInsight compute.

HDInsightProperties

HDInsight compute properties

HDInsightSchema
IdAssetReference

Reference to an asset via its ARM resource ID.

IdentityConfiguration

Base definition for identity configuration.

IdentityForCmk

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

IdleShutdownSetting

Stops compute instance after user defined period of inactivity.

Image

Describes the Image Specifications

ImageClassification

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'.

ImageClassificationBase

Abstract class for AutoML tasks that train image (computer vision) models - such as Image Classification / Image Classification Multilabel / Image Object Detection / Image Instance Segmentation.

ImageClassificationMultilabel

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'.

ImageInstanceSegmentation

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.

ImageLimitSettings

Limit settings for the AutoML job.

ImageMetadata

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

ImageModelDistributionSettings

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

ModelName = "choice('seresnext', 'resnest50')";
LearningRate = "uniform(0.001, 0.01)";
LayersToFreeze = "choice(0, 2)";
```</example>
All distributions can be specified as distribution_name(min, max) or choice(val1, val2, ..., valn)
where distribution name can be: uniform, quniform, loguniform, etc
For more details on how to compose distribution expressions please check the documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters
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.
ImageModelDistributionSettingsClassification

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

ModelName = "choice('seresnext', 'resnest50')";
LearningRate = "uniform(0.001, 0.01)";
LayersToFreeze = "choice(0, 2)";
```</example>
For more details on how to compose distribution expressions please check the documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters
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.
ImageModelDistributionSettingsObjectDetection

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

ModelName = "choice('seresnext', 'resnest50')";
LearningRate = "uniform(0.001, 0.01)";
LayersToFreeze = "choice(0, 2)";
```</example>
For more details on how to compose distribution expressions please check the documentation:
https://docs.microsoft.com/en-us/azure/machine-learning/how-to-tune-hyperparameters
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.
ImageModelSettings

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.

ImageModelSettingsClassification

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.

ImageModelSettingsObjectDetection

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.

ImageObjectDetection

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.

ImageObjectDetectionBase

Abstract class for AutoML tasks that train image (computer vision) models - such as Image Classification / Image Classification Multilabel / Image Object Detection / Image Instance Segmentation.

ImageSweepSettings

Model sweeping and hyperparameter sweeping related settings.

ImageVertical

Abstract class for AutoML tasks that train image (computer vision) models - such as Image Classification / Image Classification Multilabel / Image Object Detection / Image Instance Segmentation.

IndexColumn

DTO object representing index column

InferenceContainerProperties
InstanceTypeSchema

Instance type schema.

InstanceTypeSchemaResources

Resource requests/limits for this instance type

JobBase

Azure Resource Manager resource envelope.

JobBaseProperties

Base definition for a job.

JobBaseResourceArmPaginatedResult

A paginated list of JobBase entities.

JobInput

Command job definition.

JobLimits
JobOutput

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

JobResourceConfiguration
JobScheduleAction
JobService

Job endpoint definition

Jobs

Interface representing a Jobs.

JobsCancelHeaders

Defines headers for Jobs_cancel operation.

JobsCancelOptionalParams

Optional parameters.

JobsCreateOrUpdateOptionalParams

Optional parameters.

JobsDeleteHeaders

Defines headers for Jobs_delete operation.

JobsDeleteOptionalParams

Optional parameters.

JobsGetOptionalParams

Optional parameters.

JobsListNextOptionalParams

Optional parameters.

JobsListOptionalParams

Optional parameters.

Kubernetes

A Machine Learning compute based on Kubernetes Compute.

KubernetesOnlineDeployment

Properties specific to a KubernetesOnlineDeployment.

KubernetesProperties

Kubernetes properties

KubernetesSchema

Kubernetes Compute Schema

LakeHouseArtifact

OneLake artifact (data source) configuration.

ListAmlUserFeatureResult

The List Aml user feature operation response.

ListNotebookKeysResult
ListStorageAccountKeysResult
ListUsagesResult

The List Usages operation response.

ListWorkspaceKeysResult
ListWorkspaceQuotas

The List WorkspaceQuotasByVMFamily operation response.

LiteralJobInput

Literal input type.

MLFlowModelJobInput

Asset input type.

MLFlowModelJobOutput

Asset output type.

MLTableData

MLTable data definition

MLTableJobInput

Asset input type.

MLTableJobOutput

Asset output type.

ManagedComputeIdentity

Managed compute identity definition.

ManagedIdentity

Managed identity configuration.

ManagedIdentityAuthTypeWorkspaceConnectionProperties
ManagedIdentityCredential

Credential for user managed identity

ManagedNetworkProvisionOptions

Managed Network Provisioning options for managed network of a machine learning workspace.

ManagedNetworkProvisionStatus

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

ManagedNetworkProvisions

Interface representing a ManagedNetworkProvisions.

ManagedNetworkProvisionsProvisionManagedNetworkHeaders

Defines headers for ManagedNetworkProvisions_provisionManagedNetwork operation.

ManagedNetworkProvisionsProvisionManagedNetworkOptionalParams

Optional parameters.

ManagedNetworkSettings

Managed Network settings for a machine learning workspace.

ManagedNetworkSettingsRule

Interface representing a ManagedNetworkSettingsRule.

ManagedNetworkSettingsRuleCreateOrUpdateHeaders

Defines headers for ManagedNetworkSettingsRule_createOrUpdate operation.

ManagedNetworkSettingsRuleCreateOrUpdateOptionalParams

Optional parameters.

ManagedNetworkSettingsRuleDeleteHeaders

Defines headers for ManagedNetworkSettingsRule_delete operation.

ManagedNetworkSettingsRuleDeleteOptionalParams

Optional parameters.

ManagedNetworkSettingsRuleGetOptionalParams

Optional parameters.

ManagedNetworkSettingsRuleListNextOptionalParams

Optional parameters.

ManagedNetworkSettingsRuleListOptionalParams

Optional parameters.

ManagedOnlineDeployment

Properties specific to a ManagedOnlineDeployment.

ManagedServiceIdentity

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

MarketplacePlan
MarketplaceSubscription

Azure Resource Manager resource envelope.

MarketplaceSubscriptionProperties
MarketplaceSubscriptionResourceArmPaginatedResult

A paginated list of MarketplaceSubscription entities.

MarketplaceSubscriptions

Interface representing a MarketplaceSubscriptions.

MarketplaceSubscriptionsCreateOrUpdateHeaders

Defines headers for MarketplaceSubscriptions_createOrUpdate operation.

MarketplaceSubscriptionsCreateOrUpdateOptionalParams

Optional parameters.

MarketplaceSubscriptionsDeleteHeaders

Defines headers for MarketplaceSubscriptions_delete operation.

MarketplaceSubscriptionsDeleteOptionalParams

Optional parameters.

MarketplaceSubscriptionsGetOptionalParams

Optional parameters.

MarketplaceSubscriptionsListNextOptionalParams

Optional parameters.

MarketplaceSubscriptionsListOptionalParams

Optional parameters.

MaterializationComputeResource

DTO object representing compute resource

MaterializationSettings
MedianStoppingPolicy

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

ModelContainer

Azure Resource Manager resource envelope.

ModelContainerProperties
ModelContainerResourceArmPaginatedResult

A paginated list of ModelContainer entities.

ModelContainers

Interface representing a ModelContainers.

ModelContainersCreateOrUpdateOptionalParams

Optional parameters.

ModelContainersDeleteOptionalParams

Optional parameters.

ModelContainersGetOptionalParams

Optional parameters.

ModelContainersListNextOptionalParams

Optional parameters.

ModelContainersListOptionalParams

Optional parameters.

ModelSettings
ModelVersion

Azure Resource Manager resource envelope.

ModelVersionProperties

Model asset version details.

ModelVersionResourceArmPaginatedResult

A paginated list of ModelVersion entities.

ModelVersions

Interface representing a ModelVersions.

ModelVersionsCreateOrUpdateOptionalParams

Optional parameters.

ModelVersionsDeleteOptionalParams

Optional parameters.

ModelVersionsGetOptionalParams

Optional parameters.

ModelVersionsListNextOptionalParams

Optional parameters.

ModelVersionsListOptionalParams

Optional parameters.

ModelVersionsPublishHeaders

Defines headers for ModelVersions_publish operation.

ModelVersionsPublishOptionalParams

Optional parameters.

MonitorComputeConfigurationBase

Monitor compute configuration base definition.

MonitorComputeIdentityBase

Monitor compute identity base definition.

MonitorDefinition
MonitorEmailNotificationSettings
MonitorNotificationSettings
MonitorServerlessSparkCompute

Monitor serverless spark compute definition.

MonitoringFeatureFilterBase
MonitoringInputDataBase

Monitoring input data base definition.

MonitoringSignalBase
MonitoringTarget

Monitoring target definition.

MonitoringThreshold
Mpi

MPI distribution configuration.

NCrossValidations

N-Cross validations value.

NlpVertical

Abstract class for NLP related AutoML tasks. NLP - Natural Language Processing.

NlpVerticalFeaturizationSettings

Featurization Configuration.

NlpVerticalLimitSettings

Job execution constraints.

NodeStateCounts

Counts of various compute node states on the amlCompute.

Nodes

Abstract Nodes definition

NoneAuthTypeWorkspaceConnectionProperties
NoneDatastoreCredentials

Empty/none datastore credentials.

NotebookAccessTokenResult
NotebookPreparationError
NotebookResourceInfo
NotificationSetting

Configuration for notification.

NumericalDataDriftMetricThreshold
NumericalDataQualityMetricThreshold
NumericalPredictionDriftMetricThreshold
OAuth2AuthTypeWorkspaceConnectionProperties
Objective

Optimization objective.

OneLakeArtifact

OneLake artifact (data source) configuration.

OneLakeDatastore

OneLake (Trident) datastore configuration.

OnlineDeployment

The resource model definition for an Azure Resource Manager tracked top level resource which has 'tags' and a 'location'

OnlineDeploymentProperties

Base definition for endpoint deployment.

OnlineDeploymentTrackedResourceArmPaginatedResult

A paginated list of OnlineDeployment entities.

OnlineDeployments

Interface representing a OnlineDeployments.

OnlineDeploymentsCreateOrUpdateHeaders

Defines headers for OnlineDeployments_createOrUpdate operation.

OnlineDeploymentsCreateOrUpdateOptionalParams

Optional parameters.

OnlineDeploymentsDeleteHeaders

Defines headers for OnlineDeployments_delete operation.

OnlineDeploymentsDeleteOptionalParams

Optional parameters.

OnlineDeploymentsGetLogsOptionalParams

Optional parameters.

OnlineDeploymentsGetOptionalParams

Optional parameters.

OnlineDeploymentsListNextOptionalParams

Optional parameters.

OnlineDeploymentsListOptionalParams

Optional parameters.

OnlineDeploymentsListSkusNextOptionalParams

Optional parameters.

OnlineDeploymentsListSkusOptionalParams

Optional parameters.

OnlineDeploymentsUpdateHeaders

Defines headers for OnlineDeployments_update operation.

OnlineDeploymentsUpdateOptionalParams

Optional parameters.

OnlineEndpoint

The resource model definition for an Azure Resource Manager tracked top level resource which has 'tags' and a 'location'

OnlineEndpointProperties

Online endpoint configuration

OnlineEndpointTrackedResourceArmPaginatedResult

A paginated list of OnlineEndpoint entities.

OnlineEndpoints

Interface representing a OnlineEndpoints.

OnlineEndpointsCreateOrUpdateHeaders

Defines headers for OnlineEndpoints_createOrUpdate operation.

OnlineEndpointsCreateOrUpdateOptionalParams

Optional parameters.

OnlineEndpointsDeleteHeaders

Defines headers for OnlineEndpoints_delete operation.

OnlineEndpointsDeleteOptionalParams

Optional parameters.

OnlineEndpointsGetOptionalParams

Optional parameters.

OnlineEndpointsGetTokenOptionalParams

Optional parameters.

OnlineEndpointsListKeysOptionalParams

Optional parameters.

OnlineEndpointsListNextOptionalParams

Optional parameters.

OnlineEndpointsListOptionalParams

Optional parameters.

OnlineEndpointsRegenerateKeysHeaders

Defines headers for OnlineEndpoints_regenerateKeys operation.

OnlineEndpointsRegenerateKeysOptionalParams

Optional parameters.

OnlineEndpointsUpdateHeaders

Defines headers for OnlineEndpoints_update operation.

OnlineEndpointsUpdateOptionalParams

Optional parameters.

OnlineRequestSettings

Online deployment scoring requests configuration.

OnlineScaleSettings

Online deployment scaling configuration.

Operation

Details of a REST API operation, returned from the Resource Provider Operations API

OperationDisplay

Localized display information for this particular operation.

OperationListResult

A list of REST API operations supported by an Azure Resource Provider. It contains an URL link to get the next set of results.

Operations

Interface representing a Operations.

OperationsListOptionalParams

Optional parameters.

OutboundRule

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

OutboundRuleBasicResource

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

OutboundRuleListResult

List of outbound rules for the managed network of a machine learning workspace.

OutputPathAssetReference

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

PATAuthTypeWorkspaceConnectionProperties
PaginatedComputeResourcesList

Paginated list of Machine Learning compute objects wrapped in ARM resource envelope.

PartialBatchDeployment

Mutable batch inference settings per deployment.

PartialBatchDeploymentPartialMinimalTrackedResourceWithProperties

Strictly used in update requests.

PartialManagedServiceIdentity

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

PartialMinimalTrackedResource

Strictly used in update requests.

PartialMinimalTrackedResourceWithIdentity

Strictly used in update requests.

PartialMinimalTrackedResourceWithSku

Strictly used in update requests.

PartialMinimalTrackedResourceWithSkuAndIdentity

Strictly used in update requests.

PartialRegistryPartialTrackedResource

Strictly used in update requests.

PartialSku

Common SKU definition.

Password
PendingUploadCredentialDto
PendingUploadRequestDto
PendingUploadResponseDto
PersonalComputeInstanceSettings

Settings for a personal compute instance.

PipelineJob

Pipeline Job definition: defines generic to MFE attributes.

PredictionDriftMetricThresholdBase
PredictionDriftMonitoringSignal
PrivateEndpoint

The Private Endpoint resource.

PrivateEndpointConnection

The Private Endpoint Connection resource.

PrivateEndpointConnectionListResult

List of private endpoint connection associated with the specified workspace

PrivateEndpointConnections

Interface representing a PrivateEndpointConnections.

PrivateEndpointConnectionsCreateOrUpdateOptionalParams

Optional parameters.

PrivateEndpointConnectionsDeleteOptionalParams

Optional parameters.

PrivateEndpointConnectionsGetOptionalParams

Optional parameters.

PrivateEndpointConnectionsListOptionalParams

Optional parameters.

PrivateEndpointDestination

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

PrivateEndpointOutboundRule

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

PrivateEndpointResource

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

PrivateLinkResource

A private link resource

PrivateLinkResourceListResult

A list of private link resources

PrivateLinkResources

Interface representing a PrivateLinkResources.

PrivateLinkResourcesListOptionalParams

Optional parameters.

PrivateLinkServiceConnectionState

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

ProbeSettings

Deployment container liveness/readiness probe configuration.

ProxyResource

The resource model definition for a Azure Resource Manager proxy resource. It will not have tags and a location

PyTorch

PyTorch distribution configuration.

QueueSettings
QuotaBaseProperties

The properties for Quota update or retrieval.

QuotaUpdateParameters

Quota update parameters.

Quotas

Interface representing a Quotas.

QuotasListNextOptionalParams

Optional parameters.

QuotasListOptionalParams

Optional parameters.

QuotasUpdateOptionalParams

Optional parameters.

RandomSamplingAlgorithm

Defines a Sampling Algorithm that generates values randomly

Recurrence

The workflow trigger recurrence for ComputeStartStop schedule type.

RecurrenceSchedule
RecurrenceTrigger
RegenerateEndpointKeysRequest
Registries

Interface representing a Registries.

RegistriesCreateOrUpdateOptionalParams

Optional parameters.

RegistriesDeleteHeaders

Defines headers for Registries_delete operation.

RegistriesDeleteOptionalParams

Optional parameters.

RegistriesGetOptionalParams

Optional parameters.

RegistriesListBySubscriptionNextOptionalParams

Optional parameters.

RegistriesListBySubscriptionOptionalParams

Optional parameters.

RegistriesListNextOptionalParams

Optional parameters.

RegistriesListOptionalParams

Optional parameters.

RegistriesRemoveRegionsHeaders

Defines headers for Registries_removeRegions operation.

RegistriesRemoveRegionsOptionalParams

Optional parameters.

RegistriesUpdateOptionalParams

Optional parameters.

Registry

The resource model definition for an Azure Resource Manager tracked top level resource which has 'tags' and a 'location'

RegistryCodeContainers

Interface representing a RegistryCodeContainers.

RegistryCodeContainersCreateOrUpdateHeaders

Defines headers for RegistryCodeContainers_createOrUpdate operation.

RegistryCodeContainersCreateOrUpdateOptionalParams

Optional parameters.

RegistryCodeContainersDeleteHeaders

Defines headers for RegistryCodeContainers_delete operation.

RegistryCodeContainersDeleteOptionalParams

Optional parameters.

RegistryCodeContainersGetOptionalParams

Optional parameters.

RegistryCodeContainersListNextOptionalParams

Optional parameters.

RegistryCodeContainersListOptionalParams

Optional parameters.

RegistryCodeVersions

Interface representing a RegistryCodeVersions.

RegistryCodeVersionsCreateOrGetStartPendingUploadOptionalParams

Optional parameters.

RegistryCodeVersionsCreateOrUpdateHeaders

Defines headers for RegistryCodeVersions_createOrUpdate operation.

RegistryCodeVersionsCreateOrUpdateOptionalParams

Optional parameters.

RegistryCodeVersionsDeleteHeaders

Defines headers for RegistryCodeVersions_delete operation.

RegistryCodeVersionsDeleteOptionalParams

Optional parameters.

RegistryCodeVersionsGetOptionalParams

Optional parameters.

RegistryCodeVersionsListNextOptionalParams

Optional parameters.

RegistryCodeVersionsListOptionalParams

Optional parameters.

RegistryComponentContainers

Interface representing a RegistryComponentContainers.

RegistryComponentContainersCreateOrUpdateHeaders

Defines headers for RegistryComponentContainers_createOrUpdate operation.

RegistryComponentContainersCreateOrUpdateOptionalParams

Optional parameters.

RegistryComponentContainersDeleteHeaders

Defines headers for RegistryComponentContainers_delete operation.

RegistryComponentContainersDeleteOptionalParams

Optional parameters.

RegistryComponentContainersGetOptionalParams

Optional parameters.

RegistryComponentContainersListNextOptionalParams

Optional parameters.

RegistryComponentContainersListOptionalParams

Optional parameters.

RegistryComponentVersions

Interface representing a RegistryComponentVersions.

RegistryComponentVersionsCreateOrUpdateHeaders

Defines headers for RegistryComponentVersions_createOrUpdate operation.

RegistryComponentVersionsCreateOrUpdateOptionalParams

Optional parameters.

RegistryComponentVersionsDeleteHeaders

Defines headers for RegistryComponentVersions_delete operation.

RegistryComponentVersionsDeleteOptionalParams

Optional parameters.

RegistryComponentVersionsGetOptionalParams

Optional parameters.

RegistryComponentVersionsListNextOptionalParams

Optional parameters.

RegistryComponentVersionsListOptionalParams

Optional parameters.

RegistryDataContainers

Interface representing a RegistryDataContainers.

RegistryDataContainersCreateOrUpdateHeaders

Defines headers for RegistryDataContainers_createOrUpdate operation.

RegistryDataContainersCreateOrUpdateOptionalParams

Optional parameters.

RegistryDataContainersDeleteHeaders

Defines headers for RegistryDataContainers_delete operation.

RegistryDataContainersDeleteOptionalParams

Optional parameters.

RegistryDataContainersGetOptionalParams

Optional parameters.

RegistryDataContainersListNextOptionalParams

Optional parameters.

RegistryDataContainersListOptionalParams

Optional parameters.

RegistryDataReferences

Interface representing a RegistryDataReferences.

RegistryDataReferencesGetBlobReferenceSASOptionalParams

Optional parameters.

RegistryDataVersions

Interface representing a RegistryDataVersions.

RegistryDataVersionsCreateOrGetStartPendingUploadOptionalParams

Optional parameters.

RegistryDataVersionsCreateOrUpdateHeaders

Defines headers for RegistryDataVersions_createOrUpdate operation.

RegistryDataVersionsCreateOrUpdateOptionalParams

Optional parameters.

RegistryDataVersionsDeleteHeaders

Defines headers for RegistryDataVersions_delete operation.

RegistryDataVersionsDeleteOptionalParams

Optional parameters.

RegistryDataVersionsGetOptionalParams

Optional parameters.

RegistryDataVersionsListNextOptionalParams

Optional parameters.

RegistryDataVersionsListOptionalParams

Optional parameters.

RegistryEnvironmentContainers

Interface representing a RegistryEnvironmentContainers.

RegistryEnvironmentContainersCreateOrUpdateHeaders

Defines headers for RegistryEnvironmentContainers_createOrUpdate operation.

RegistryEnvironmentContainersCreateOrUpdateOptionalParams

Optional parameters.

RegistryEnvironmentContainersDeleteHeaders

Defines headers for RegistryEnvironmentContainers_delete operation.

RegistryEnvironmentContainersDeleteOptionalParams

Optional parameters.

RegistryEnvironmentContainersGetOptionalParams

Optional parameters.

RegistryEnvironmentContainersListNextOptionalParams

Optional parameters.

RegistryEnvironmentContainersListOptionalParams

Optional parameters.

RegistryEnvironmentVersions

Interface representing a RegistryEnvironmentVersions.

RegistryEnvironmentVersionsCreateOrUpdateHeaders

Defines headers for RegistryEnvironmentVersions_createOrUpdate operation.

RegistryEnvironmentVersionsCreateOrUpdateOptionalParams

Optional parameters.

RegistryEnvironmentVersionsDeleteHeaders

Defines headers for RegistryEnvironmentVersions_delete operation.

RegistryEnvironmentVersionsDeleteOptionalParams

Optional parameters.

RegistryEnvironmentVersionsGetOptionalParams

Optional parameters.

RegistryEnvironmentVersionsListNextOptionalParams

Optional parameters.

RegistryEnvironmentVersionsListOptionalParams

Optional parameters.

RegistryListCredentialsResult
RegistryModelContainers

Interface representing a RegistryModelContainers.

RegistryModelContainersCreateOrUpdateHeaders

Defines headers for RegistryModelContainers_createOrUpdate operation.

RegistryModelContainersCreateOrUpdateOptionalParams

Optional parameters.

RegistryModelContainersDeleteHeaders

Defines headers for RegistryModelContainers_delete operation.

RegistryModelContainersDeleteOptionalParams

Optional parameters.

RegistryModelContainersGetOptionalParams

Optional parameters.

RegistryModelContainersListNextOptionalParams

Optional parameters.

RegistryModelContainersListOptionalParams

Optional parameters.

RegistryModelVersions

Interface representing a RegistryModelVersions.

RegistryModelVersionsCreateOrGetStartPendingUploadOptionalParams

Optional parameters.

RegistryModelVersionsCreateOrUpdateHeaders

Defines headers for RegistryModelVersions_createOrUpdate operation.

RegistryModelVersionsCreateOrUpdateOptionalParams

Optional parameters.

RegistryModelVersionsDeleteHeaders

Defines headers for RegistryModelVersions_delete operation.

RegistryModelVersionsDeleteOptionalParams

Optional parameters.

RegistryModelVersionsGetOptionalParams

Optional parameters.

RegistryModelVersionsListNextOptionalParams

Optional parameters.

RegistryModelVersionsListOptionalParams

Optional parameters.

RegistryPartialManagedServiceIdentity

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

RegistryPrivateEndpointConnection

Private endpoint connection definition.

RegistryPrivateLinkServiceConnectionState

The connection state.

RegistryRegionArmDetails

Details for each region the registry is in

RegistryTrackedResourceArmPaginatedResult

A paginated list of Registry entities.

Regression

Regression task in AutoML Table vertical.

RegressionTrainingSettings

Regression Training related configuration.

RequestLogging
Resource

Common fields that are returned in the response for all Azure Resource Manager resources

ResourceBase
ResourceConfiguration
ResourceId

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

ResourceName

The Resource Name.

ResourceQuota

The quota assigned to a resource.

RollingInputData

Rolling input data definition.

Route
SASAuthTypeWorkspaceConnectionProperties
SASCredential

Access with full SAS uri

SASCredentialDto
SamplingAlgorithm

The Sampling Algorithm used to generate hyperparameter values, along with properties to configure the algorithm

SasDatastoreCredentials

SAS datastore credentials configuration.

SasDatastoreSecrets

Datastore SAS secrets.

ScaleSettings

scale settings for AML Compute

ScaleSettingsInformation

Desired scale settings for the amlCompute.

Schedule

Azure Resource Manager resource envelope.

ScheduleActionBase
ScheduleBase
ScheduleProperties

Base definition of a schedule

ScheduleResourceArmPaginatedResult

A paginated list of Schedule entities.

Schedules

Interface representing a Schedules.

SchedulesCreateOrUpdateHeaders

Defines headers for Schedules_createOrUpdate operation.

SchedulesCreateOrUpdateOptionalParams

Optional parameters.

SchedulesDeleteHeaders

Defines headers for Schedules_delete operation.

SchedulesDeleteOptionalParams

Optional parameters.

SchedulesGetOptionalParams

Optional parameters.

SchedulesListNextOptionalParams

Optional parameters.

SchedulesListOptionalParams

Optional parameters.

ScriptReference

Script reference

ScriptsToExecute

Customized setup scripts

Seasonality

Forecasting seasonality.

ServerlessComputeSettings
ServerlessEndpoint

The resource model definition for an Azure Resource Manager tracked top level resource which has 'tags' and a 'location'

ServerlessEndpointProperties
ServerlessEndpointTrackedResourceArmPaginatedResult

A paginated list of ServerlessEndpoint entities.

ServerlessEndpoints

Interface representing a ServerlessEndpoints.

ServerlessEndpointsCreateOrUpdateHeaders

Defines headers for ServerlessEndpoints_createOrUpdate operation.

ServerlessEndpointsCreateOrUpdateOptionalParams

Optional parameters.

ServerlessEndpointsDeleteHeaders

Defines headers for ServerlessEndpoints_delete operation.

ServerlessEndpointsDeleteOptionalParams

Optional parameters.

ServerlessEndpointsGetOptionalParams

Optional parameters.

ServerlessEndpointsListKeysOptionalParams

Optional parameters.

ServerlessEndpointsListNextOptionalParams

Optional parameters.

ServerlessEndpointsListOptionalParams

Optional parameters.

ServerlessEndpointsRegenerateKeysHeaders

Defines headers for ServerlessEndpoints_regenerateKeys operation.

ServerlessEndpointsRegenerateKeysOptionalParams

Optional parameters.

ServerlessEndpointsUpdateHeaders

Defines headers for ServerlessEndpoints_update operation.

ServerlessEndpointsUpdateOptionalParams

Optional parameters.

ServerlessInferenceEndpoint
ServiceManagedResourcesSettings
ServicePrincipalAuthTypeWorkspaceConnectionProperties
ServicePrincipalDatastoreCredentials

Service Principal datastore credentials configuration.

ServicePrincipalDatastoreSecrets

Datastore Service Principal secrets.

ServiceTagDestination

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

ServiceTagOutboundRule

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

SetupScripts

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

SharedPrivateLinkResource
Sku

The resource model definition representing SKU

SkuCapacity

SKU capacity information

SkuResource

Fulfills ARM Contract requirement to list all available SKUS for a resource.

SkuResourceArmPaginatedResult

A paginated list of SkuResource entities.

SkuSetting

SkuSetting fulfills the need for stripped down SKU info in ARM contract.

SparkJob

Spark job definition.

SparkJobEntry

Spark job entry point definition.

SparkJobPythonEntry

Spark job entry point definition.

SparkJobScalaEntry

Spark job entry point definition.

SparkResourceConfiguration
SslConfiguration

The ssl configuration for scoring

StackEnsembleSettings

Advances setting to customize StackEnsemble run.

StaticInputData

Static input data definition.

StorageAccountDetails

Details of storage account to be used for the Registry

SweepJob

Sweep job definition.

SweepJobLimits

Sweep Job limit class.

SynapseSpark

A SynapseSpark compute.

SynapseSparkProperties
SystemCreatedAcrAccount
SystemCreatedStorageAccount
SystemData

Metadata pertaining to creation and last modification of the resource.

SystemService

A system service running on a compute.

TableVertical

Abstract class for AutoML tasks that use table dataset as input - such as Classification/Regression/Forecasting.

TableVerticalFeaturizationSettings

Featurization Configuration.

TableVerticalLimitSettings

Job execution constraints.

TargetLags

The number of past periods to lag from the target column.

TargetRollingWindowSize

Forecasting target rolling window size.

TargetUtilizationScaleSettings

Online deployment scaling configuration.

TensorFlow

TensorFlow distribution configuration.

TextClassification

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

TextClassificationMultilabel

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

TextNer

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

TmpfsOptions

Describes the tmpfs options for the container

TopNFeaturesByAttribution
TrackedResource

The resource model definition for an Azure Resource Manager tracked top level resource which has 'tags' and a 'location'

TrainingSettings

Training related configuration.

TrialComponent

Trial component definition.

TriggerBase
TritonModelJobInput

Asset input type.

TritonModelJobOutput

Asset output type.

TruncationSelectionPolicy

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

UpdateWorkspaceQuotas

The properties for update Quota response.

UpdateWorkspaceQuotasResult

The result of update workspace quota.

UriFileDataVersion

uri-file data version entity

UriFileJobInput

Asset input type.

UriFileJobOutput

Asset output type.

UriFolderDataVersion

uri-folder data version entity

UriFolderJobInput

Asset input type.

UriFolderJobOutput

Asset output type.

Usage

Describes AML Resource Usage.

UsageName

The Usage Names.

Usages

Interface representing a Usages.

UsagesListNextOptionalParams

Optional parameters.

UsagesListOptionalParams

Optional parameters.

UserAccountCredentials

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

UserAssignedIdentity

User assigned identity properties

UserCreatedAcrAccount
UserCreatedStorageAccount
UserIdentity

User identity configuration.

UsernamePasswordAuthTypeWorkspaceConnectionProperties
VirtualMachine

A Machine Learning compute based on Azure Virtual Machines.

VirtualMachineImage

Virtual Machine image for Windows AML Compute

VirtualMachineSchema
VirtualMachineSchemaProperties
VirtualMachineSecrets

Secrets related to a Machine Learning compute based on AKS.

VirtualMachineSecretsSchema
VirtualMachineSize

Describes the properties of a VM size.

VirtualMachineSizeListResult

The List Virtual Machine size operation response.

VirtualMachineSizes

Interface representing a VirtualMachineSizes.

VirtualMachineSizesListOptionalParams

Optional parameters.

VirtualMachineSshCredentials

Admin credentials for virtual machine

VolumeDefinition

Describes the volume configuration for the container

VolumeOptions

Describes the volume options for the container

Webhook

Webhook base

Workspace

An object that represents a machine learning workspace.

WorkspaceConnectionAccessKey
WorkspaceConnectionAccountKey
WorkspaceConnectionApiKey

Api key object for workspace connection credential.

WorkspaceConnectionManagedIdentity
WorkspaceConnectionOAuth2

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

WorkspaceConnectionPersonalAccessToken
WorkspaceConnectionPropertiesV2
WorkspaceConnectionPropertiesV2BasicResource

Common fields that are returned in the response for all Azure Resource Manager resources

WorkspaceConnectionPropertiesV2BasicResourceArmPaginatedResult
WorkspaceConnectionServicePrincipal
WorkspaceConnectionSharedAccessSignature
WorkspaceConnectionUsernamePassword
WorkspaceConnections

Interface representing a WorkspaceConnections.

WorkspaceConnectionsCreateOptionalParams

Optional parameters.

WorkspaceConnectionsDeleteOptionalParams

Optional parameters.

WorkspaceConnectionsGetOptionalParams

Optional parameters.

WorkspaceConnectionsListNextOptionalParams

Optional parameters.

WorkspaceConnectionsListOptionalParams

Optional parameters.

WorkspaceConnectionsListSecretsOptionalParams

Optional parameters.

WorkspaceFeatures

Interface representing a WorkspaceFeatures.

WorkspaceFeaturesListNextOptionalParams

Optional parameters.

WorkspaceFeaturesListOptionalParams

Optional parameters.

WorkspaceHubConfig

WorkspaceHub's configuration object.

WorkspaceListResult

The result of a request to list machine learning workspaces.

WorkspaceUpdateParameters

The parameters for updating a machine learning workspace.

Workspaces

Interface representing a Workspaces.

WorkspacesCreateOrUpdateHeaders

Defines headers for Workspaces_createOrUpdate operation.

WorkspacesCreateOrUpdateOptionalParams

Optional parameters.

WorkspacesDeleteOptionalParams

Optional parameters.

WorkspacesDiagnoseHeaders

Defines headers for Workspaces_diagnose operation.

WorkspacesDiagnoseOptionalParams

Optional parameters.

WorkspacesGetOptionalParams

Optional parameters.

WorkspacesListByResourceGroupNextOptionalParams

Optional parameters.

WorkspacesListByResourceGroupOptionalParams

Optional parameters.

WorkspacesListBySubscriptionNextOptionalParams

Optional parameters.

WorkspacesListBySubscriptionOptionalParams

Optional parameters.

WorkspacesListKeysOptionalParams

Optional parameters.

WorkspacesListNotebookAccessTokenOptionalParams

Optional parameters.

WorkspacesListNotebookKeysOptionalParams

Optional parameters.

WorkspacesListOutboundNetworkDependenciesEndpointsOptionalParams

Optional parameters.

WorkspacesListStorageAccountKeysOptionalParams

Optional parameters.

WorkspacesPrepareNotebookHeaders

Defines headers for Workspaces_prepareNotebook operation.

WorkspacesPrepareNotebookOptionalParams

Optional parameters.

WorkspacesResyncKeysHeaders

Defines headers for Workspaces_resyncKeys operation.

WorkspacesResyncKeysOptionalParams

Optional parameters.

WorkspacesUpdateHeaders

Defines headers for Workspaces_update operation.

WorkspacesUpdateOptionalParams

Optional parameters.

Type Aliases

ActionType

Defines values for ActionType.
KnownActionType can be used interchangeably with ActionType, this enum contains the known values that the service supports.

Known values supported by the service

Internal

AllocationState

Defines values for AllocationState.
KnownAllocationState can be used interchangeably with AllocationState, this enum contains the known values that the service supports.

Known values supported by the service

Steady
Resizing

ApplicationSharingPolicy

Defines values for ApplicationSharingPolicy.
KnownApplicationSharingPolicy can be used interchangeably with ApplicationSharingPolicy, this enum contains the known values that the service supports.

Known values supported by the service

Personal
Shared

AssetProvisioningState

Defines values for AssetProvisioningState.
KnownAssetProvisioningState can be used interchangeably with AssetProvisioningState, this enum contains the known values that the service supports.

Known values supported by the service

Succeeded
Failed
Canceled
Creating
Updating
Deleting

AssetReferenceBaseUnion
AutoMLVerticalUnion
AutoRebuildSetting

Defines values for AutoRebuildSetting.
KnownAutoRebuildSetting can be used interchangeably with AutoRebuildSetting, this enum contains the known values that the service supports.

Known values supported by the service

Disabled
OnBaseImageUpdate

Autosave

Defines values for Autosave.
KnownAutosave can be used interchangeably with Autosave, this enum contains the known values that the service supports.

Known values supported by the service

None
Local
Remote

BatchDeploymentConfigurationType

Defines values for BatchDeploymentConfigurationType.
KnownBatchDeploymentConfigurationType can be used interchangeably with BatchDeploymentConfigurationType, this enum contains the known values that the service supports.

Known values supported by the service

Model
PipelineComponent

BatchDeploymentConfigurationUnion
BatchDeploymentsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

BatchDeploymentsGetResponse

Contains response data for the get operation.

BatchDeploymentsListNextResponse

Contains response data for the listNext operation.

BatchDeploymentsListResponse

Contains response data for the list operation.

BatchDeploymentsUpdateResponse

Contains response data for the update operation.

BatchEndpointsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

BatchEndpointsGetResponse

Contains response data for the get operation.

BatchEndpointsListKeysResponse

Contains response data for the listKeys operation.

BatchEndpointsListNextResponse

Contains response data for the listNext operation.

BatchEndpointsListResponse

Contains response data for the list operation.

BatchEndpointsUpdateResponse

Contains response data for the update operation.

BatchLoggingLevel

Defines values for BatchLoggingLevel.
KnownBatchLoggingLevel can be used interchangeably with BatchLoggingLevel, this enum contains the known values that the service supports.

Known values supported by the service

Info
Warning
Debug

BatchOutputAction

Defines values for BatchOutputAction.
KnownBatchOutputAction can be used interchangeably with BatchOutputAction, this enum contains the known values that the service supports.

Known values supported by the service

SummaryOnly
AppendRow

BillingCurrency

Defines values for BillingCurrency.
KnownBillingCurrency can be used interchangeably with BillingCurrency, this enum contains the known values that the service supports.

Known values supported by the service

USD

BlockedTransformers

Defines values for BlockedTransformers.
KnownBlockedTransformers can be used interchangeably with BlockedTransformers, this enum contains the known values that the service supports.

Known values supported by the service

TextTargetEncoder: Target encoding for text data.
OneHotEncoder: Ohe hot encoding creates a binary feature transformation.
CatTargetEncoder: Target encoding for categorical data.
TfIdf: Tf-Idf stands for, term-frequency times inverse document-frequency. This is a common term weighting scheme for identifying information from documents.
WoETargetEncoder: Weight of Evidence encoding is a technique used to encode categorical variables. It uses the natural log of the P(1)/P(0) to create weights.
LabelEncoder: Label encoder converts labels/categorical variables in a numerical form.
WordEmbedding: Word embedding helps represents words or phrases as a vector, or a series of numbers.
NaiveBayes: Naive Bayes is a classified that is used for classification of discrete features that are categorically distributed.
CountVectorizer: Count Vectorizer converts a collection of text documents to a matrix of token counts.
HashOneHotEncoder: Hashing One Hot Encoder can turn categorical variables into a limited number of new features. This is often used for high-cardinality categorical features.

Caching

Defines values for Caching.
KnownCaching can be used interchangeably with Caching, this enum contains the known values that the service supports.

Known values supported by the service

None
ReadOnly
ReadWrite

CategoricalDataDriftMetric

Defines values for CategoricalDataDriftMetric.
KnownCategoricalDataDriftMetric can be used interchangeably with CategoricalDataDriftMetric, this enum contains the known values that the service supports.

Known values supported by the service

JensenShannonDistance: The Jensen Shannon Distance (JSD) metric.
PopulationStabilityIndex: The Population Stability Index (PSI) metric.
PearsonsChiSquaredTest: The Pearsons Chi Squared Test metric.

CategoricalDataQualityMetric

Defines values for CategoricalDataQualityMetric.
KnownCategoricalDataQualityMetric can be used interchangeably with CategoricalDataQualityMetric, this enum contains the known values that the service supports.

Known values supported by the service

NullValueRate: Calculates the rate of null values.
DataTypeErrorRate: Calculates the rate of data type errors.
OutOfBoundsRate: Calculates the rate values are out of bounds.

CategoricalPredictionDriftMetric

Defines values for CategoricalPredictionDriftMetric.
KnownCategoricalPredictionDriftMetric can be used interchangeably with CategoricalPredictionDriftMetric, this enum contains the known values that the service supports.

Known values supported by the service

JensenShannonDistance: The Jensen Shannon Distance (JSD) metric.
PopulationStabilityIndex: The Population Stability Index (PSI) metric.
PearsonsChiSquaredTest: The Pearsons Chi Squared Test metric.

ClassificationModels

Defines values for ClassificationModels.
KnownClassificationModels can be used interchangeably with ClassificationModels, this enum contains the known values that the service supports.

Known values supported by the service

LogisticRegression: Logistic regression is a fundamental classification technique. It belongs to the group of linear classifiers and is somewhat similar to polynomial and linear regression. Logistic regression is fast and relatively uncomplicated, and it's convenient for you to interpret the results. Although it's essentially a method for binary classification, it can also be applied to multiclass problems.
SGD: SGD: Stochastic gradient descent is an optimization algorithm often used in machine learning applications to find the model parameters that correspond to the best fit between predicted and actual outputs.
MultinomialNaiveBayes: The multinomial Naive Bayes classifier is suitable for classification with discrete features (e.g., word counts for text classification). The multinomial distribution normally requires integer feature counts. However, in practice, fractional counts such as tf-idf may also work.
BernoulliNaiveBayes: Naive Bayes classifier for multivariate Bernoulli models.
SVM: A support vector machine (SVM) is a supervised machine learning model that uses classification algorithms for two-group classification problems. After giving an SVM model sets of labeled training data for each category, they're able to categorize new text.
LinearSVM: A support vector machine (SVM) is a supervised machine learning model that uses classification algorithms for two-group classification problems. After giving an SVM model sets of labeled training data for each category, they're able to categorize new text. Linear SVM performs best when input data is linear, i.e., data can be easily classified by drawing the straight line between classified values on a plotted graph.
KNN: K-nearest neighbors (KNN) algorithm uses 'feature similarity' to predict the values of new datapoints which further means that the new data point will be assigned a value based on how closely it matches the points in the training set.
DecisionTree: Decision Trees are a non-parametric supervised learning method used for both classification and regression tasks. The goal is to create a model that predicts the value of a target variable by learning simple decision rules inferred from the data features.
RandomForest: Random forest is a supervised learning algorithm. The "forest" it builds, is an ensemble of decision trees, usually trained with the “bagging” method. The general idea of the bagging method is that a combination of learning models increases the overall result.
ExtremeRandomTrees: Extreme Trees is an ensemble machine learning algorithm that combines the predictions from many decision trees. It is related to the widely used random forest algorithm.
LightGBM: LightGBM is a gradient boosting framework that uses tree based learning algorithms.
GradientBoosting: The technique of transiting week learners into a strong learner is called Boosting. The gradient boosting algorithm process works on this theory of execution.
XGBoostClassifier: XGBoost: Extreme Gradient Boosting Algorithm. This algorithm is used for structured data where target column values can be divided into distinct class values.

ClassificationMultilabelPrimaryMetrics

Defines values for ClassificationMultilabelPrimaryMetrics.
KnownClassificationMultilabelPrimaryMetrics can be used interchangeably with ClassificationMultilabelPrimaryMetrics, this enum contains the known values that the service supports.

Known values supported by the service

AUCWeighted: AUC is the Area under the curve. This metric represents arithmetic mean of the score for each class, weighted by the number of true instances in each class.
Accuracy: Accuracy is the ratio of predictions that exactly match the true class labels.
NormMacroRecall: Normalized macro recall is recall macro-averaged and normalized, so that random performance has a score of 0, and perfect performance has a score of 1.
AveragePrecisionScoreWeighted: The arithmetic mean of the average precision score for each class, weighted by the number of true instances in each class.
PrecisionScoreWeighted: The arithmetic mean of precision for each class, weighted by number of true instances in each class.
IOU: Intersection Over Union. Intersection of predictions divided by union of predictions.

ClassificationPrimaryMetrics

Defines values for ClassificationPrimaryMetrics.
KnownClassificationPrimaryMetrics can be used interchangeably with ClassificationPrimaryMetrics, this enum contains the known values that the service supports.

Known values supported by the service

AUCWeighted: AUC is the Area under the curve. This metric represents arithmetic mean of the score for each class, weighted by the number of true instances in each class.
Accuracy: Accuracy is the ratio of predictions that exactly match the true class labels.
NormMacroRecall: Normalized macro recall is recall macro-averaged and normalized, so that random performance has a score of 0, and perfect performance has a score of 1.
AveragePrecisionScoreWeighted: The arithmetic mean of the average precision score for each class, weighted by the number of true instances in each class.
PrecisionScoreWeighted: The arithmetic mean of precision for each class, weighted by number of true instances in each class.

ClusterPurpose

Defines values for ClusterPurpose.
KnownClusterPurpose can be used interchangeably with ClusterPurpose, this enum contains the known values that the service supports.

Known values supported by the service

FastProd
DenseProd
DevTest

CodeContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

CodeContainersGetResponse

Contains response data for the get operation.

CodeContainersListNextResponse

Contains response data for the listNext operation.

CodeContainersListResponse

Contains response data for the list operation.

CodeVersionsCreateOrGetStartPendingUploadResponse

Contains response data for the createOrGetStartPendingUpload operation.

CodeVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

CodeVersionsGetResponse

Contains response data for the get operation.

CodeVersionsListNextResponse

Contains response data for the listNext operation.

CodeVersionsListResponse

Contains response data for the list operation.

ComponentContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

ComponentContainersGetResponse

Contains response data for the get operation.

ComponentContainersListNextResponse

Contains response data for the listNext operation.

ComponentContainersListResponse

Contains response data for the list operation.

ComponentVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

ComponentVersionsGetResponse

Contains response data for the get operation.

ComponentVersionsListNextResponse

Contains response data for the listNext operation.

ComponentVersionsListResponse

Contains response data for the list operation.

ComputeCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

ComputeGetResponse

Contains response data for the get operation.

ComputeInstanceAuthorizationType

Defines values for ComputeInstanceAuthorizationType.
KnownComputeInstanceAuthorizationType can be used interchangeably with ComputeInstanceAuthorizationType, this enum contains the known values that the service supports.

Known values supported by the service

personal

ComputeInstanceState

Defines values for ComputeInstanceState.
KnownComputeInstanceState can be used interchangeably with ComputeInstanceState, this enum contains the known values that the service supports.

Known values supported by the service

Creating
CreateFailed
Deleting
Running
Restarting
JobRunning
SettingUp
SetupFailed
Starting
Stopped
Stopping
UserSettingUp
UserSetupFailed
Unknown
Unusable

ComputeListKeysResponse

Contains response data for the listKeys operation.

ComputeListNextResponse

Contains response data for the listNext operation.

ComputeListNodesNextResponse

Contains response data for the listNodesNext operation.

ComputeListNodesResponse

Contains response data for the listNodes operation.

ComputeListResponse

Contains response data for the list operation.

ComputePowerAction

Defines values for ComputePowerAction.
KnownComputePowerAction can be used interchangeably with ComputePowerAction, this enum contains the known values that the service supports.

Known values supported by the service

Start
Stop

ComputeRecurrenceFrequency

Defines values for ComputeRecurrenceFrequency.
KnownComputeRecurrenceFrequency can be used interchangeably with ComputeRecurrenceFrequency, this enum contains the known values that the service supports.

Known values supported by the service

Minute: Minute frequency
Hour: Hour frequency
Day: Day frequency
Week: Week frequency
Month: Month frequency

ComputeSecretsUnion
ComputeTriggerType

Defines values for ComputeTriggerType.
KnownComputeTriggerType can be used interchangeably with ComputeTriggerType, this enum contains the known values that the service supports.

Known values supported by the service

Recurrence
Cron

ComputeType

Defines values for ComputeType.
KnownComputeType can be used interchangeably with ComputeType, this enum contains the known values that the service supports.

Known values supported by the service

AKS
Kubernetes
AmlCompute
ComputeInstance
DataFactory
VirtualMachine
HDInsight
Databricks
DataLakeAnalytics
SynapseSpark

ComputeUnion
ComputeUpdateResponse

Contains response data for the update operation.

ComputeWeekDay

Defines values for ComputeWeekDay.
KnownComputeWeekDay can be used interchangeably with ComputeWeekDay, this enum contains the known values that the service supports.

Known values supported by the service

Monday: Monday weekday
Tuesday: Tuesday weekday
Wednesday: Wednesday weekday
Thursday: Thursday weekday
Friday: Friday weekday
Saturday: Saturday weekday
Sunday: Sunday weekday

ConnectionAuthType

Defines values for ConnectionAuthType.
KnownConnectionAuthType can be used interchangeably with ConnectionAuthType, this enum contains the known values that the service supports.

Known values supported by the service

PAT
ManagedIdentity
UsernamePassword
None
SAS
AccountKey
ServicePrincipal
AccessKey
ApiKey
CustomKeys
OAuth2
AAD

ConnectionCategory

Defines values for ConnectionCategory.
KnownConnectionCategory can be used interchangeably with ConnectionCategory, this enum contains the known values that the service supports.

Known values supported by the service

PythonFeed
ContainerRegistry
Git
S3
Snowflake
AzureSqlDb
AzureSynapseAnalytics
AzureMySqlDb
AzurePostgresDb
ADLSGen2
Redis
ApiKey
AzureOpenAI
CognitiveSearch
CognitiveService
CustomKeys
AzureBlob
AzureOneLake
CosmosDb
CosmosDbMongoDbApi
AzureDataExplorer
AzureMariaDb
AzureDatabricksDeltaLake
AzureSqlMi
AzureTableStorage
AmazonRdsForOracle
AmazonRdsForSqlServer
AmazonRedshift
Db2
Drill
GoogleBigQuery
Greenplum
Hbase
Hive
Impala
Informix
MariaDb
MicrosoftAccess
MySql
Netezza
Oracle
Phoenix
PostgreSql
Presto
SapOpenHub
SapBw
SapHana
SapTable
Spark
SqlServer
Sybase
Teradata
Vertica
Cassandra
Couchbase
MongoDbV2
MongoDbAtlas
AmazonS3Compatible
FileServer
FtpServer
GoogleCloudStorage
Hdfs
OracleCloudStorage
Sftp
GenericHttp
ODataRest
Odbc
GenericRest
AmazonMws
Concur
Dynamics
DynamicsAx
DynamicsCrm
GoogleAdWords
Hubspot
Jira
Magento
Marketo
Office365
Eloqua
Responsys
OracleServiceCloud
PayPal
QuickBooks
Salesforce
SalesforceServiceCloud
SalesforceMarketingCloud
SapCloudForCustomer
SapEcc
ServiceNow
SharePointOnlineList
Shopify
Square
WebTable
Xero
Zoho
GenericContainerRegistry
OpenAI
Serp
BingLLMSearch
Serverless
AIServices

ConnectionGroup

Defines values for ConnectionGroup.
KnownConnectionGroup can be used interchangeably with ConnectionGroup, this enum contains the known values that the service supports.

Known values supported by the service

Azure
AzureAI
Database
NoSQL
File
GenericProtocol
ServicesAndApps

ContainerType

Defines values for ContainerType.
KnownContainerType can be used interchangeably with ContainerType, this enum contains the known values that the service supports.

Known values supported by the service

StorageInitializer
InferenceServer

ContentSafetyStatus

Defines values for ContentSafetyStatus.
KnownContentSafetyStatus can be used interchangeably with ContentSafetyStatus, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled

CreatedByType

Defines values for CreatedByType.
KnownCreatedByType can be used interchangeably with CreatedByType, this enum contains the known values that the service supports.

Known values supported by the service

User
Application
ManagedIdentity
Key

CredentialsType

Defines values for CredentialsType.
KnownCredentialsType can be used interchangeably with CredentialsType, this enum contains the known values that the service supports.

Known values supported by the service

AccountKey
Certificate
None
Sas
ServicePrincipal

DataAvailabilityStatus

Defines values for DataAvailabilityStatus.
KnownDataAvailabilityStatus can be used interchangeably with DataAvailabilityStatus, this enum contains the known values that the service supports.

Known values supported by the service

None
Pending
Incomplete
Complete

DataCollectionMode

Defines values for DataCollectionMode.
KnownDataCollectionMode can be used interchangeably with DataCollectionMode, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled

DataContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

DataContainersGetResponse

Contains response data for the get operation.

DataContainersListNextResponse

Contains response data for the listNext operation.

DataContainersListResponse

Contains response data for the list operation.

DataDriftMetricThresholdBaseUnion
DataQualityMetricThresholdBaseUnion
DataReferenceCredentialType

Defines values for DataReferenceCredentialType.
KnownDataReferenceCredentialType can be used interchangeably with DataReferenceCredentialType, this enum contains the known values that the service supports.

Known values supported by the service

SAS
DockerCredentials
ManagedIdentity
NoCredentials

DataReferenceCredentialUnion
DataType

Defines values for DataType.
KnownDataType can be used interchangeably with DataType, this enum contains the known values that the service supports.

Known values supported by the service

uri_file
uri_folder
mltable

DataVersionBasePropertiesUnion
DataVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

DataVersionsGetResponse

Contains response data for the get operation.

DataVersionsListNextResponse

Contains response data for the listNext operation.

DataVersionsListResponse

Contains response data for the list operation.

DatastoreCredentialsUnion
DatastorePropertiesUnion
DatastoreSecretsUnion
DatastoreType

Defines values for DatastoreType.
KnownDatastoreType can be used interchangeably with DatastoreType, this enum contains the known values that the service supports.

Known values supported by the service

AzureBlob
AzureDataLakeGen1
AzureDataLakeGen2
AzureFile
OneLake

DatastoresCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

DatastoresGetResponse

Contains response data for the get operation.

DatastoresListNextResponse

Contains response data for the listNext operation.

DatastoresListResponse

Contains response data for the list operation.

DatastoresListSecretsResponse

Contains response data for the listSecrets operation.

DeploymentProvisioningState

Defines values for DeploymentProvisioningState.
KnownDeploymentProvisioningState can be used interchangeably with DeploymentProvisioningState, this enum contains the known values that the service supports.

Known values supported by the service

Creating
Deleting
Scaling
Updating
Succeeded
Failed
Canceled

DiagnoseResultLevel

Defines values for DiagnoseResultLevel.
KnownDiagnoseResultLevel can be used interchangeably with DiagnoseResultLevel, this enum contains the known values that the service supports.

Known values supported by the service

Warning
Error
Information

DistributionConfigurationUnion
DistributionType

Defines values for DistributionType.
KnownDistributionType can be used interchangeably with DistributionType, this enum contains the known values that the service supports.

Known values supported by the service

PyTorch
TensorFlow
Mpi

EarlyTerminationPolicyType

Defines values for EarlyTerminationPolicyType.
KnownEarlyTerminationPolicyType can be used interchangeably with EarlyTerminationPolicyType, this enum contains the known values that the service supports.

Known values supported by the service

Bandit
MedianStopping
TruncationSelection

EarlyTerminationPolicyUnion
EgressPublicNetworkAccessType

Defines values for EgressPublicNetworkAccessType.
KnownEgressPublicNetworkAccessType can be used interchangeably with EgressPublicNetworkAccessType, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled

EmailNotificationEnableType

Defines values for EmailNotificationEnableType.
KnownEmailNotificationEnableType can be used interchangeably with EmailNotificationEnableType, this enum contains the known values that the service supports.

Known values supported by the service

JobCompleted
JobFailed
JobCancelled

EncryptionStatus

Defines values for EncryptionStatus.
KnownEncryptionStatus can be used interchangeably with EncryptionStatus, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled

EndpointAuthMode

Defines values for EndpointAuthMode.
KnownEndpointAuthMode can be used interchangeably with EndpointAuthMode, this enum contains the known values that the service supports.

Known values supported by the service

AMLToken
Key
AADToken

EndpointComputeType

Defines values for EndpointComputeType.
KnownEndpointComputeType can be used interchangeably with EndpointComputeType, this enum contains the known values that the service supports.

Known values supported by the service

Managed
Kubernetes
AzureMLCompute

EndpointProvisioningState

Defines values for EndpointProvisioningState.
KnownEndpointProvisioningState can be used interchangeably with EndpointProvisioningState, this enum contains the known values that the service supports.

Known values supported by the service

Creating
Deleting
Succeeded
Failed
Updating
Canceled

EndpointServiceConnectionStatus

Defines values for EndpointServiceConnectionStatus.
KnownEndpointServiceConnectionStatus can be used interchangeably with EndpointServiceConnectionStatus, this enum contains the known values that the service supports.

Known values supported by the service

Approved
Pending
Rejected
Disconnected

EnvironmentContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

EnvironmentContainersGetResponse

Contains response data for the get operation.

EnvironmentContainersListNextResponse

Contains response data for the listNext operation.

EnvironmentContainersListResponse

Contains response data for the list operation.

EnvironmentType

Defines values for EnvironmentType.
KnownEnvironmentType can be used interchangeably with EnvironmentType, this enum contains the known values that the service supports.

Known values supported by the service

Curated
UserCreated

EnvironmentVariableType

Defines values for EnvironmentVariableType.
KnownEnvironmentVariableType can be used interchangeably with EnvironmentVariableType, this enum contains the known values that the service supports.

Known values supported by the service

local

EnvironmentVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

EnvironmentVersionsGetResponse

Contains response data for the get operation.

EnvironmentVersionsListNextResponse

Contains response data for the listNext operation.

EnvironmentVersionsListResponse

Contains response data for the list operation.

FeatureAttributionMetric

Defines values for FeatureAttributionMetric.
KnownFeatureAttributionMetric can be used interchangeably with FeatureAttributionMetric, this enum contains the known values that the service supports.

Known values supported by the service

NormalizedDiscountedCumulativeGain: The Normalized Discounted Cumulative Gain metric.

FeatureDataType

Defines values for FeatureDataType.
KnownFeatureDataType can be used interchangeably with FeatureDataType, this enum contains the known values that the service supports.

Known values supported by the service

String
Integer
Long
Float
Double
Binary
Datetime
Boolean

FeatureImportanceMode

Defines values for FeatureImportanceMode.
KnownFeatureImportanceMode can be used interchangeably with FeatureImportanceMode, this enum contains the known values that the service supports.

Known values supported by the service

Disabled: Disables computing feature importance within a signal.
Enabled: Enables computing feature importance within a signal.

FeatureLags

Defines values for FeatureLags.
KnownFeatureLags can be used interchangeably with FeatureLags, this enum contains the known values that the service supports.

Known values supported by the service

None: No feature lags generated.
Auto: System auto-generates feature lags.

FeaturesGetResponse

Contains response data for the get operation.

FeaturesListNextResponse

Contains response data for the listNext operation.

FeaturesListResponse

Contains response data for the list operation.

FeaturesetContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

FeaturesetContainersGetEntityResponse

Contains response data for the getEntity operation.

FeaturesetContainersListNextResponse

Contains response data for the listNext operation.

FeaturesetContainersListResponse

Contains response data for the list operation.

FeaturesetVersionsBackfillResponse

Contains response data for the backfill operation.

FeaturesetVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

FeaturesetVersionsGetResponse

Contains response data for the get operation.

FeaturesetVersionsListNextResponse

Contains response data for the listNext operation.

FeaturesetVersionsListResponse

Contains response data for the list operation.

FeaturestoreEntityContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

FeaturestoreEntityContainersGetEntityResponse

Contains response data for the getEntity operation.

FeaturestoreEntityContainersListNextResponse

Contains response data for the listNext operation.

FeaturestoreEntityContainersListResponse

Contains response data for the list operation.

FeaturestoreEntityVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

FeaturestoreEntityVersionsGetResponse

Contains response data for the get operation.

FeaturestoreEntityVersionsListNextResponse

Contains response data for the listNext operation.

FeaturestoreEntityVersionsListResponse

Contains response data for the list operation.

FeaturizationMode

Defines values for FeaturizationMode.
KnownFeaturizationMode can be used interchangeably with FeaturizationMode, this enum contains the known values that the service supports.

Known values supported by the service

Auto: Auto mode, system performs featurization without any custom featurization inputs.
Custom: Custom featurization.
Off: Featurization off. 'Forecasting' task cannot use this value.

ForecastHorizonMode

Defines values for ForecastHorizonMode.
KnownForecastHorizonMode can be used interchangeably with ForecastHorizonMode, this enum contains the known values that the service supports.

Known values supported by the service

Auto: Forecast horizon to be determined automatically.
Custom: Use the custom forecast horizon.

ForecastHorizonUnion
ForecastingModels

Defines values for ForecastingModels.
KnownForecastingModels can be used interchangeably with ForecastingModels, this enum contains the known values that the service supports.

Known values supported by the service

AutoArima: Auto-Autoregressive Integrated Moving Average (ARIMA) model uses time-series data and statistical analysis to interpret the data and make future predictions. This model aims to explain data by using time series data on its past values and uses linear regression to make predictions.
Prophet: Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data. Prophet is robust to missing data and shifts in the trend, and typically handles outliers well.
Naive: The Naive forecasting model makes predictions by carrying forward the latest target value for each time-series in the training data.
SeasonalNaive: The Seasonal Naive forecasting model makes predictions by carrying forward the latest season of target values for each time-series in the training data.
Average: The Average forecasting model makes predictions by carrying forward the average of the target values for each time-series in the training data.
SeasonalAverage: The Seasonal Average forecasting model makes predictions by carrying forward the average value of the latest season of data for each time-series in the training data.
ExponentialSmoothing: Exponential smoothing is a time series forecasting method for univariate data that can be extended to support data with a systematic trend or seasonal component.
Arimax: An Autoregressive Integrated Moving Average with Explanatory Variable (ARIMAX) model can be viewed as a multiple regression model with one or more autoregressive (AR) terms and/or one or more moving average (MA) terms. This method is suitable for forecasting when data is stationary/non stationary, and multivariate with any type of data pattern, i.e., level/trend /seasonality/cyclicity.
TCNForecaster: TCNForecaster: Temporal Convolutional Networks Forecaster. //TODO: Ask forecasting team for brief intro.
ElasticNet: Elastic net is a popular type of regularized linear regression that combines two popular penalties, specifically the L1 and L2 penalty functions.
GradientBoosting: The technique of transiting week learners into a strong learner is called Boosting. The gradient boosting algorithm process works on this theory of execution.
DecisionTree: Decision Trees are a non-parametric supervised learning method used for both classification and regression tasks. The goal is to create a model that predicts the value of a target variable by learning simple decision rules inferred from the data features.
KNN: K-nearest neighbors (KNN) algorithm uses 'feature similarity' to predict the values of new datapoints which further means that the new data point will be assigned a value based on how closely it matches the points in the training set.
LassoLars: Lasso model fit with Least Angle Regression a.k.a. Lars. It is a Linear Model trained with an L1 prior as regularizer.
SGD: SGD: Stochastic gradient descent is an optimization algorithm often used in machine learning applications to find the model parameters that correspond to the best fit between predicted and actual outputs. It's an inexact but powerful technique.
RandomForest: Random forest is a supervised learning algorithm. The "forest" it builds, is an ensemble of decision trees, usually trained with the “bagging” method. The general idea of the bagging method is that a combination of learning models increases the overall result.
ExtremeRandomTrees: Extreme Trees is an ensemble machine learning algorithm that combines the predictions from many decision trees. It is related to the widely used random forest algorithm.
LightGBM: LightGBM is a gradient boosting framework that uses tree based learning algorithms.
XGBoostRegressor: XGBoostRegressor: Extreme Gradient Boosting Regressor is a supervised machine learning model using ensemble of base learners.

ForecastingPrimaryMetrics

Defines values for ForecastingPrimaryMetrics.
KnownForecastingPrimaryMetrics can be used interchangeably with ForecastingPrimaryMetrics, this enum contains the known values that the service supports.

Known values supported by the service

SpearmanCorrelation: The Spearman's rank coefficient of correlation is a non-parametric measure of rank correlation.
NormalizedRootMeanSquaredError: The Normalized Root Mean Squared Error (NRMSE) the RMSE facilitates the comparison between models with different scales.
R2Score: The R2 score is one of the performance evaluation measures for forecasting-based machine learning models.
NormalizedMeanAbsoluteError: The Normalized Mean Absolute Error (NMAE) is a validation metric to compare the Mean Absolute Error (MAE) of (time) series with different scales.

Goal

Defines values for Goal.
KnownGoal can be used interchangeably with Goal, this enum contains the known values that the service supports.

Known values supported by the service

Minimize
Maximize

IdentityConfigurationType

Defines values for IdentityConfigurationType.
KnownIdentityConfigurationType can be used interchangeably with IdentityConfigurationType, this enum contains the known values that the service supports.

Known values supported by the service

Managed
AMLToken
UserIdentity

IdentityConfigurationUnion
ImageType

Defines values for ImageType.
KnownImageType can be used interchangeably with ImageType, this enum contains the known values that the service supports.

Known values supported by the service

docker
azureml

InputDeliveryMode

Defines values for InputDeliveryMode.
KnownInputDeliveryMode can be used interchangeably with InputDeliveryMode, this enum contains the known values that the service supports.

Known values supported by the service

ReadOnlyMount
ReadWriteMount
Download
Direct
EvalMount
EvalDownload

InstanceSegmentationPrimaryMetrics

Defines values for InstanceSegmentationPrimaryMetrics.
KnownInstanceSegmentationPrimaryMetrics can be used interchangeably with InstanceSegmentationPrimaryMetrics, this enum contains the known values that the service supports.

Known values supported by the service

MeanAveragePrecision: Mean Average Precision (MAP) is the average of AP (Average Precision). AP is calculated for each class and averaged to get the MAP.

IsolationMode

Defines values for IsolationMode.
KnownIsolationMode can be used interchangeably with IsolationMode, this enum contains the known values that the service supports.

Known values supported by the service

Disabled
AllowInternetOutbound
AllowOnlyApprovedOutbound

JobBasePropertiesUnion
JobInputType

Defines values for JobInputType.
KnownJobInputType can be used interchangeably with JobInputType, this enum contains the known values that the service supports.

Known values supported by the service

literal
uri_file
uri_folder
mltable
custom_model
mlflow_model
triton_model

JobInputUnion
JobLimitsType

Defines values for JobLimitsType.
KnownJobLimitsType can be used interchangeably with JobLimitsType, this enum contains the known values that the service supports.

Known values supported by the service

Command
Sweep

JobLimitsUnion
JobOutputType

Defines values for JobOutputType.
KnownJobOutputType can be used interchangeably with JobOutputType, this enum contains the known values that the service supports.

Known values supported by the service

uri_file
uri_folder
mltable
custom_model
mlflow_model
triton_model

JobOutputUnion
JobStatus

Defines values for JobStatus.
KnownJobStatus can be used interchangeably with JobStatus, this enum contains the known values that the service supports.

Known values supported by the service

NotStarted: Run hasn't started yet.
Starting: Run has started. The user has a run ID.
Provisioning: (Not used currently) It will be used if ES is creating the compute target.
Preparing: The run environment is being prepared.
Queued: The job is queued in the compute target. For example, in BatchAI the job is in queued state, while waiting for all required nodes to be ready.
Running: The job started to run in the compute target.
Finalizing: Job is completed in the target. It is in output collection state now.
CancelRequested: Cancellation has been requested for the job.
Completed: Job completed successfully. This reflects that both the job itself and output collection states completed successfully
Failed: Job failed.
Canceled: Following cancellation request, the job is now successfully canceled.
NotResponding: When heartbeat is enabled, if the run isn't updating any information to RunHistory then the run goes to NotResponding state. NotResponding is the only state that is exempt from strict transition orders. A run can go from NotResponding to any of the previous states.
Paused: The job is paused by users. Some adjustment to labeling jobs can be made only in paused state.
Unknown: Default job status if not mapped to all other statuses

JobTier

Defines values for JobTier.
KnownJobTier can be used interchangeably with JobTier, this enum contains the known values that the service supports.

Known values supported by the service

Null
Spot
Basic
Standard
Premium

JobType

Defines values for JobType.
KnownJobType can be used interchangeably with JobType, this enum contains the known values that the service supports.

Known values supported by the service

AutoML
Command
Sweep
Pipeline
Spark

JobsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

JobsGetResponse

Contains response data for the get operation.

JobsListNextResponse

Contains response data for the listNext operation.

JobsListResponse

Contains response data for the list operation.

KeyType

Defines values for KeyType.
KnownKeyType can be used interchangeably with KeyType, this enum contains the known values that the service supports.

Known values supported by the service

Primary
Secondary

LearningRateScheduler

Defines values for LearningRateScheduler.
KnownLearningRateScheduler can be used interchangeably with LearningRateScheduler, this enum contains the known values that the service supports.

Known values supported by the service

None: No learning rate scheduler selected.
WarmupCosine: Cosine Annealing With Warmup.
Step: Step learning rate scheduler.

ListViewType

Defines values for ListViewType.
KnownListViewType can be used interchangeably with ListViewType, this enum contains the known values that the service supports.

Known values supported by the service

ActiveOnly
ArchivedOnly
All

LoadBalancerType

Defines values for LoadBalancerType.
KnownLoadBalancerType can be used interchangeably with LoadBalancerType, this enum contains the known values that the service supports.

Known values supported by the service

PublicIp
InternalLoadBalancer

LogVerbosity

Defines values for LogVerbosity.
KnownLogVerbosity can be used interchangeably with LogVerbosity, this enum contains the known values that the service supports.

Known values supported by the service

NotSet: No logs emitted.
Debug: Debug and above log statements logged.
Info: Info and above log statements logged.
Warning: Warning and above log statements logged.
Error: Error and above log statements logged.
Critical: Only critical statements logged.

ManagedNetworkProvisionsProvisionManagedNetworkResponse

Contains response data for the provisionManagedNetwork operation.

ManagedNetworkSettingsRuleCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

ManagedNetworkSettingsRuleGetResponse

Contains response data for the get operation.

ManagedNetworkSettingsRuleListNextResponse

Contains response data for the listNext operation.

ManagedNetworkSettingsRuleListResponse

Contains response data for the list operation.

ManagedNetworkStatus

Defines values for ManagedNetworkStatus.
KnownManagedNetworkStatus can be used interchangeably with ManagedNetworkStatus, this enum contains the known values that the service supports.

Known values supported by the service

Inactive
Active

ManagedServiceIdentityType

Defines values for ManagedServiceIdentityType.
KnownManagedServiceIdentityType can be used interchangeably with ManagedServiceIdentityType, this enum contains the known values that the service supports.

Known values supported by the service

None
SystemAssigned
UserAssigned
SystemAssigned,UserAssigned

MarketplaceSubscriptionProvisioningState

Defines values for MarketplaceSubscriptionProvisioningState.
KnownMarketplaceSubscriptionProvisioningState can be used interchangeably with MarketplaceSubscriptionProvisioningState, this enum contains the known values that the service supports.

Known values supported by the service

Creating: MarketplaceSubscription is being created.
Deleting: MarketplaceSubscription is being deleted.
Succeeded: MarketplaceSubscription is successfully provisioned.
Failed: MarketplaceSubscription provisioning failed.
Updating: MarketplaceSubscription is being updated.
Canceled

MarketplaceSubscriptionStatus

Defines values for MarketplaceSubscriptionStatus.
KnownMarketplaceSubscriptionStatus can be used interchangeably with MarketplaceSubscriptionStatus, this enum contains the known values that the service supports.

Known values supported by the service

Subscribed: The customer can now use the Marketplace Subscription's model and will be billed.
Suspended: The customer could not be billed for the Marketplace Subscription. The customer will not be able to access the model.
Unsubscribed: Marketplace Subscriptions reach this state in response to an explicit customer or CSP action. A Marketplace Subscription can also be canceled implicitly, as a result of nonpayment of dues, after being in the Suspended state for some time.

MarketplaceSubscriptionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

MarketplaceSubscriptionsDeleteResponse

Contains response data for the delete operation.

MarketplaceSubscriptionsGetResponse

Contains response data for the get operation.

MarketplaceSubscriptionsListNextResponse

Contains response data for the listNext operation.

MarketplaceSubscriptionsListResponse

Contains response data for the list operation.

MaterializationStoreType

Defines values for MaterializationStoreType.
KnownMaterializationStoreType can be used interchangeably with MaterializationStoreType, this enum contains the known values that the service supports.

Known values supported by the service

None
Online
Offline
OnlineAndOffline

ModelContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

ModelContainersGetResponse

Contains response data for the get operation.

ModelContainersListNextResponse

Contains response data for the listNext operation.

ModelContainersListResponse

Contains response data for the list operation.

ModelSize

Defines values for ModelSize.
KnownModelSize can be used interchangeably with ModelSize, this enum contains the known values that the service supports.

Known values supported by the service

None: No value selected.
Small: Small size.
Medium: Medium size.
Large: Large size.
ExtraLarge: Extra large size.

ModelTaskType

Defines values for ModelTaskType.
KnownModelTaskType can be used interchangeably with ModelTaskType, this enum contains the known values that the service supports.

Known values supported by the service

Classification
Regression

ModelVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

ModelVersionsGetResponse

Contains response data for the get operation.

ModelVersionsListNextResponse

Contains response data for the listNext operation.

ModelVersionsListResponse

Contains response data for the list operation.

MonitorComputeConfigurationBaseUnion
MonitorComputeIdentityBaseUnion
MonitorComputeIdentityType

Defines values for MonitorComputeIdentityType.
KnownMonitorComputeIdentityType can be used interchangeably with MonitorComputeIdentityType, this enum contains the known values that the service supports.

Known values supported by the service

AmlToken: Authenticates through user's AML token.
ManagedIdentity: Authenticates through a user-provided managed identity.

MonitorComputeType

Defines values for MonitorComputeType.
KnownMonitorComputeType can be used interchangeably with MonitorComputeType, this enum contains the known values that the service supports.

Known values supported by the service

ServerlessSpark: Serverless Spark compute.

MonitoringFeatureDataType

Defines values for MonitoringFeatureDataType.
KnownMonitoringFeatureDataType can be used interchangeably with MonitoringFeatureDataType, this enum contains the known values that the service supports.

Known values supported by the service

Numerical: Used for features of numerical data type.
Categorical: Used for features of categorical data type.

MonitoringFeatureFilterBaseUnion
MonitoringFeatureFilterType

Defines values for MonitoringFeatureFilterType.
KnownMonitoringFeatureFilterType can be used interchangeably with MonitoringFeatureFilterType, this enum contains the known values that the service supports.

Known values supported by the service

AllFeatures: Includes all features.
TopNByAttribution: Only includes the top contributing features, measured by feature attribution.
FeatureSubset: Includes a user-defined subset of features.

MonitoringInputDataBaseUnion
MonitoringInputDataType

Defines values for MonitoringInputDataType.
KnownMonitoringInputDataType can be used interchangeably with MonitoringInputDataType, this enum contains the known values that the service supports.

Known values supported by the service

Static: An input data with a fixed window size.
Rolling: An input data which rolls relatively to the monitor's current run time.
Fixed: An input data with tabular format which doesn't require preprocessing.

MonitoringNotificationType

Defines values for MonitoringNotificationType.
KnownMonitoringNotificationType can be used interchangeably with MonitoringNotificationType, this enum contains the known values that the service supports.

Known values supported by the service

AmlNotification: Enables email notifications through AML notifications.

MonitoringSignalBaseUnion
MonitoringSignalType

Defines values for MonitoringSignalType.
KnownMonitoringSignalType can be used interchangeably with MonitoringSignalType, this enum contains the known values that the service supports.

Known values supported by the service

DataDrift: Tracks model input data distribution change, comparing against training data or past production data.
PredictionDrift: Tracks prediction result data distribution change, comparing against validation/test label data or past production data.
DataQuality: Tracks model input data integrity.
FeatureAttributionDrift: Tracks feature importance change in production, comparing against feature importance at training time.
Custom: Tracks a custom signal provided by users.

MountAction

Defines values for MountAction.
KnownMountAction can be used interchangeably with MountAction, this enum contains the known values that the service supports.

Known values supported by the service

Mount
Unmount

MountState

Defines values for MountState.
KnownMountState can be used interchangeably with MountState, this enum contains the known values that the service supports.

Known values supported by the service

MountRequested
Mounted
MountFailed
UnmountRequested
UnmountFailed
Unmounted

NCrossValidationsMode

Defines values for NCrossValidationsMode.
KnownNCrossValidationsMode can be used interchangeably with NCrossValidationsMode, this enum contains the known values that the service supports.

Known values supported by the service

Auto: Determine N-Cross validations value automatically. Supported only for 'Forecasting' AutoML task.
Custom: Use custom N-Cross validations value.

NCrossValidationsUnion
Network

Defines values for Network.
KnownNetwork can be used interchangeably with Network, this enum contains the known values that the service supports.

Known values supported by the service

Bridge
Host

NodeState

Defines values for NodeState.
KnownNodeState can be used interchangeably with NodeState, this enum contains the known values that the service supports.

Known values supported by the service

idle
running
preparing
unusable
leaving
preempted

NodesUnion
NodesValueType

Defines values for NodesValueType.
KnownNodesValueType can be used interchangeably with NodesValueType, this enum contains the known values that the service supports.

Known values supported by the service

All

NumericalDataDriftMetric

Defines values for NumericalDataDriftMetric.
KnownNumericalDataDriftMetric can be used interchangeably with NumericalDataDriftMetric, this enum contains the known values that the service supports.

Known values supported by the service

JensenShannonDistance: The Jensen Shannon Distance (JSD) metric.
PopulationStabilityIndex: The Population Stability Index (PSI) metric.
NormalizedWassersteinDistance: The Normalized Wasserstein Distance metric.
TwoSampleKolmogorovSmirnovTest: The Two Sample Kolmogorov-Smirnov Test (two-sample K–S) metric.

NumericalDataQualityMetric

Defines values for NumericalDataQualityMetric.
KnownNumericalDataQualityMetric can be used interchangeably with NumericalDataQualityMetric, this enum contains the known values that the service supports.

Known values supported by the service

NullValueRate: Calculates the rate of null values.
DataTypeErrorRate: Calculates the rate of data type errors.
OutOfBoundsRate: Calculates the rate values are out of bounds.

NumericalPredictionDriftMetric

Defines values for NumericalPredictionDriftMetric.
KnownNumericalPredictionDriftMetric can be used interchangeably with NumericalPredictionDriftMetric, this enum contains the known values that the service supports.

Known values supported by the service

JensenShannonDistance: The Jensen Shannon Distance (JSD) metric.
PopulationStabilityIndex: The Population Stability Index (PSI) metric.
NormalizedWassersteinDistance: The Normalized Wasserstein Distance metric.
TwoSampleKolmogorovSmirnovTest: The Two Sample Kolmogorov-Smirnov Test (two-sample K–S) metric.

ObjectDetectionPrimaryMetrics

Defines values for ObjectDetectionPrimaryMetrics.
KnownObjectDetectionPrimaryMetrics can be used interchangeably with ObjectDetectionPrimaryMetrics, this enum contains the known values that the service supports.

Known values supported by the service

MeanAveragePrecision: Mean Average Precision (MAP) is the average of AP (Average Precision). AP is calculated for each class and averaged to get the MAP.

OneLakeArtifactType

Defines values for OneLakeArtifactType.
KnownOneLakeArtifactType can be used interchangeably with OneLakeArtifactType, this enum contains the known values that the service supports.

Known values supported by the service

LakeHouse

OneLakeArtifactUnion
OnlineDeploymentPropertiesUnion
OnlineDeploymentsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

OnlineDeploymentsGetLogsResponse

Contains response data for the getLogs operation.

OnlineDeploymentsGetResponse

Contains response data for the get operation.

OnlineDeploymentsListNextResponse

Contains response data for the listNext operation.

OnlineDeploymentsListResponse

Contains response data for the list operation.

OnlineDeploymentsListSkusNextResponse

Contains response data for the listSkusNext operation.

OnlineDeploymentsListSkusResponse

Contains response data for the listSkus operation.

OnlineDeploymentsUpdateResponse

Contains response data for the update operation.

OnlineEndpointsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

OnlineEndpointsGetResponse

Contains response data for the get operation.

OnlineEndpointsGetTokenResponse

Contains response data for the getToken operation.

OnlineEndpointsListKeysResponse

Contains response data for the listKeys operation.

OnlineEndpointsListNextResponse

Contains response data for the listNext operation.

OnlineEndpointsListResponse

Contains response data for the list operation.

OnlineEndpointsUpdateResponse

Contains response data for the update operation.

OnlineScaleSettingsUnion
OperatingSystemType

Defines values for OperatingSystemType.
KnownOperatingSystemType can be used interchangeably with OperatingSystemType, this enum contains the known values that the service supports.

Known values supported by the service

Linux
Windows

OperationName

Defines values for OperationName.
KnownOperationName can be used interchangeably with OperationName, this enum contains the known values that the service supports.

Known values supported by the service

Create
Start
Stop
Restart
Reimage
Delete

OperationStatus

Defines values for OperationStatus.
KnownOperationStatus can be used interchangeably with OperationStatus, this enum contains the known values that the service supports.

Known values supported by the service

InProgress
Succeeded
CreateFailed
StartFailed
StopFailed
RestartFailed
ReimageFailed
DeleteFailed

OperationTrigger

Defines values for OperationTrigger.
KnownOperationTrigger can be used interchangeably with OperationTrigger, this enum contains the known values that the service supports.

Known values supported by the service

User
Schedule
IdleShutdown

OperationsListResponse

Contains response data for the list operation.

OrderString

Defines values for OrderString.
KnownOrderString can be used interchangeably with OrderString, this enum contains the known values that the service supports.

Known values supported by the service

CreatedAtDesc
CreatedAtAsc
UpdatedAtDesc
UpdatedAtAsc

Origin

Defines values for Origin.
KnownOrigin can be used interchangeably with Origin, this enum contains the known values that the service supports.

Known values supported by the service

user
system
user,system

OsType

Defines values for OsType.
KnownOsType can be used interchangeably with OsType, this enum contains the known values that the service supports.

Known values supported by the service

Linux
Windows

OutboundRuleUnion
OutputDeliveryMode

Defines values for OutputDeliveryMode.
KnownOutputDeliveryMode can be used interchangeably with OutputDeliveryMode, this enum contains the known values that the service supports.

Known values supported by the service

ReadWriteMount
Upload
Direct

PendingUploadCredentialDtoUnion
PendingUploadCredentialType

Defines values for PendingUploadCredentialType.
KnownPendingUploadCredentialType can be used interchangeably with PendingUploadCredentialType, this enum contains the known values that the service supports.

Known values supported by the service

SAS

PendingUploadType

Defines values for PendingUploadType.
KnownPendingUploadType can be used interchangeably with PendingUploadType, this enum contains the known values that the service supports.

Known values supported by the service

None
TemporaryBlobReference

PredictionDriftMetricThresholdBaseUnion
PrivateEndpointConnectionProvisioningState

Defines values for PrivateEndpointConnectionProvisioningState.
KnownPrivateEndpointConnectionProvisioningState can be used interchangeably with PrivateEndpointConnectionProvisioningState, this enum contains the known values that the service supports.

Known values supported by the service

Succeeded
Creating
Deleting
Failed

PrivateEndpointConnectionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

PrivateEndpointConnectionsGetResponse

Contains response data for the get operation.

PrivateEndpointConnectionsListResponse

Contains response data for the list operation.

PrivateEndpointServiceConnectionStatus

Defines values for PrivateEndpointServiceConnectionStatus.
KnownPrivateEndpointServiceConnectionStatus can be used interchangeably with PrivateEndpointServiceConnectionStatus, this enum contains the known values that the service supports.

Known values supported by the service

Pending
Approved
Rejected
Disconnected
Timeout

PrivateLinkResourcesListResponse

Contains response data for the list operation.

Protocol

Defines values for Protocol.
KnownProtocol can be used interchangeably with Protocol, this enum contains the known values that the service supports.

Known values supported by the service

tcp
udp
http

ProvisioningState

Defines values for ProvisioningState.
KnownProvisioningState can be used interchangeably with ProvisioningState, this enum contains the known values that the service supports.

Known values supported by the service

Unknown
Updating
Creating
Deleting
Succeeded
Failed
Canceled

ProvisioningStatus

Defines values for ProvisioningStatus.
KnownProvisioningStatus can be used interchangeably with ProvisioningStatus, this enum contains the known values that the service supports.

Known values supported by the service

Completed
Provisioning
Failed

PublicNetworkAccess

Defines values for PublicNetworkAccess.
KnownPublicNetworkAccess can be used interchangeably with PublicNetworkAccess, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled

PublicNetworkAccessType

Defines values for PublicNetworkAccessType.
KnownPublicNetworkAccessType can be used interchangeably with PublicNetworkAccessType, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled

QuotaUnit

Defines values for QuotaUnit.
KnownQuotaUnit can be used interchangeably with QuotaUnit, this enum contains the known values that the service supports.

Known values supported by the service

Count

QuotasListNextResponse

Contains response data for the listNext operation.

QuotasListResponse

Contains response data for the list operation.

QuotasUpdateResponse

Contains response data for the update operation.

RandomSamplingAlgorithmRule

Defines values for RandomSamplingAlgorithmRule.
KnownRandomSamplingAlgorithmRule can be used interchangeably with RandomSamplingAlgorithmRule, this enum contains the known values that the service supports.

Known values supported by the service

Random
Sobol

RecurrenceFrequency

Defines values for RecurrenceFrequency.
KnownRecurrenceFrequency can be used interchangeably with RecurrenceFrequency, this enum contains the known values that the service supports.

Known values supported by the service

Minute: Minute frequency
Hour: Hour frequency
Day: Day frequency
Week: Week frequency
Month: Month frequency

ReferenceType

Defines values for ReferenceType.
KnownReferenceType can be used interchangeably with ReferenceType, this enum contains the known values that the service supports.

Known values supported by the service

Id
DataPath
OutputPath

RegistriesCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistriesGetResponse

Contains response data for the get operation.

RegistriesListBySubscriptionNextResponse

Contains response data for the listBySubscriptionNext operation.

RegistriesListBySubscriptionResponse

Contains response data for the listBySubscription operation.

RegistriesListNextResponse

Contains response data for the listNext operation.

RegistriesListResponse

Contains response data for the list operation.

RegistriesRemoveRegionsResponse

Contains response data for the removeRegions operation.

RegistriesUpdateResponse

Contains response data for the update operation.

RegistryCodeContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryCodeContainersGetResponse

Contains response data for the get operation.

RegistryCodeContainersListNextResponse

Contains response data for the listNext operation.

RegistryCodeContainersListResponse

Contains response data for the list operation.

RegistryCodeVersionsCreateOrGetStartPendingUploadResponse

Contains response data for the createOrGetStartPendingUpload operation.

RegistryCodeVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryCodeVersionsGetResponse

Contains response data for the get operation.

RegistryCodeVersionsListNextResponse

Contains response data for the listNext operation.

RegistryCodeVersionsListResponse

Contains response data for the list operation.

RegistryComponentContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryComponentContainersGetResponse

Contains response data for the get operation.

RegistryComponentContainersListNextResponse

Contains response data for the listNext operation.

RegistryComponentContainersListResponse

Contains response data for the list operation.

RegistryComponentVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryComponentVersionsGetResponse

Contains response data for the get operation.

RegistryComponentVersionsListNextResponse

Contains response data for the listNext operation.

RegistryComponentVersionsListResponse

Contains response data for the list operation.

RegistryDataContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryDataContainersGetResponse

Contains response data for the get operation.

RegistryDataContainersListNextResponse

Contains response data for the listNext operation.

RegistryDataContainersListResponse

Contains response data for the list operation.

RegistryDataReferencesGetBlobReferenceSASResponse

Contains response data for the getBlobReferenceSAS operation.

RegistryDataVersionsCreateOrGetStartPendingUploadResponse

Contains response data for the createOrGetStartPendingUpload operation.

RegistryDataVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryDataVersionsGetResponse

Contains response data for the get operation.

RegistryDataVersionsListNextResponse

Contains response data for the listNext operation.

RegistryDataVersionsListResponse

Contains response data for the list operation.

RegistryEnvironmentContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryEnvironmentContainersGetResponse

Contains response data for the get operation.

RegistryEnvironmentContainersListNextResponse

Contains response data for the listNext operation.

RegistryEnvironmentContainersListResponse

Contains response data for the list operation.

RegistryEnvironmentVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryEnvironmentVersionsGetResponse

Contains response data for the get operation.

RegistryEnvironmentVersionsListNextResponse

Contains response data for the listNext operation.

RegistryEnvironmentVersionsListResponse

Contains response data for the list operation.

RegistryModelContainersCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryModelContainersGetResponse

Contains response data for the get operation.

RegistryModelContainersListNextResponse

Contains response data for the listNext operation.

RegistryModelContainersListResponse

Contains response data for the list operation.

RegistryModelVersionsCreateOrGetStartPendingUploadResponse

Contains response data for the createOrGetStartPendingUpload operation.

RegistryModelVersionsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

RegistryModelVersionsGetResponse

Contains response data for the get operation.

RegistryModelVersionsListNextResponse

Contains response data for the listNext operation.

RegistryModelVersionsListResponse

Contains response data for the list operation.

RegressionModels

Defines values for RegressionModels.
KnownRegressionModels can be used interchangeably with RegressionModels, this enum contains the known values that the service supports.

Known values supported by the service

ElasticNet: Elastic net is a popular type of regularized linear regression that combines two popular penalties, specifically the L1 and L2 penalty functions.
GradientBoosting: The technique of transiting week learners into a strong learner is called Boosting. The gradient boosting algorithm process works on this theory of execution.
DecisionTree: Decision Trees are a non-parametric supervised learning method used for both classification and regression tasks. The goal is to create a model that predicts the value of a target variable by learning simple decision rules inferred from the data features.
KNN: K-nearest neighbors (KNN) algorithm uses 'feature similarity' to predict the values of new datapoints which further means that the new data point will be assigned a value based on how closely it matches the points in the training set.
LassoLars: Lasso model fit with Least Angle Regression a.k.a. Lars. It is a Linear Model trained with an L1 prior as regularizer.
SGD: SGD: Stochastic gradient descent is an optimization algorithm often used in machine learning applications to find the model parameters that correspond to the best fit between predicted and actual outputs. It's an inexact but powerful technique.
RandomForest: Random forest is a supervised learning algorithm. The "forest" it builds, is an ensemble of decision trees, usually trained with the “bagging” method. The general idea of the bagging method is that a combination of learning models increases the overall result.
ExtremeRandomTrees: Extreme Trees is an ensemble machine learning algorithm that combines the predictions from many decision trees. It is related to the widely used random forest algorithm.
LightGBM: LightGBM is a gradient boosting framework that uses tree based learning algorithms.
XGBoostRegressor: XGBoostRegressor: Extreme Gradient Boosting Regressor is a supervised machine learning model using ensemble of base learners.

RegressionPrimaryMetrics

Defines values for RegressionPrimaryMetrics.
KnownRegressionPrimaryMetrics can be used interchangeably with RegressionPrimaryMetrics, this enum contains the known values that the service supports.

Known values supported by the service

SpearmanCorrelation: The Spearman's rank coefficient of correlation is a nonparametric measure of rank correlation.
NormalizedRootMeanSquaredError: The Normalized Root Mean Squared Error (NRMSE) the RMSE facilitates the comparison between models with different scales.
R2Score: The R2 score is one of the performance evaluation measures for forecasting-based machine learning models.
NormalizedMeanAbsoluteError: The Normalized Mean Absolute Error (NMAE) is a validation metric to compare the Mean Absolute Error (MAE) of (time) series with different scales.

RemoteLoginPortPublicAccess

Defines values for RemoteLoginPortPublicAccess.
KnownRemoteLoginPortPublicAccess can be used interchangeably with RemoteLoginPortPublicAccess, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled
NotSpecified

RollingRateType

Defines values for RollingRateType.
KnownRollingRateType can be used interchangeably with RollingRateType, this enum contains the known values that the service supports.

Known values supported by the service

Year
Month
Day
Hour
Minute

RuleAction

Defines values for RuleAction.
KnownRuleAction can be used interchangeably with RuleAction, this enum contains the known values that the service supports.

Known values supported by the service

Allow
Deny

RuleCategory

Defines values for RuleCategory.
KnownRuleCategory can be used interchangeably with RuleCategory, this enum contains the known values that the service supports.

Known values supported by the service

Required
Recommended
UserDefined
Dependency

RuleStatus

Defines values for RuleStatus.
KnownRuleStatus can be used interchangeably with RuleStatus, this enum contains the known values that the service supports.

Known values supported by the service

Inactive
Active

RuleType

Defines values for RuleType.
KnownRuleType can be used interchangeably with RuleType, this enum contains the known values that the service supports.

Known values supported by the service

FQDN
PrivateEndpoint
ServiceTag

SamplingAlgorithmType

Defines values for SamplingAlgorithmType.
KnownSamplingAlgorithmType can be used interchangeably with SamplingAlgorithmType, this enum contains the known values that the service supports.

Known values supported by the service

Grid
Random
Bayesian

SamplingAlgorithmUnion
ScaleType

Defines values for ScaleType.
KnownScaleType can be used interchangeably with ScaleType, this enum contains the known values that the service supports.

Known values supported by the service

Default
TargetUtilization

ScheduleActionBaseUnion
ScheduleActionType

Defines values for ScheduleActionType.
KnownScheduleActionType can be used interchangeably with ScheduleActionType, this enum contains the known values that the service supports.

Known values supported by the service

CreateJob
InvokeBatchEndpoint
CreateMonitor

ScheduleListViewType

Defines values for ScheduleListViewType.
KnownScheduleListViewType can be used interchangeably with ScheduleListViewType, this enum contains the known values that the service supports.

Known values supported by the service

EnabledOnly
DisabledOnly
All

ScheduleProvisioningState

Defines values for ScheduleProvisioningState.
KnownScheduleProvisioningState can be used interchangeably with ScheduleProvisioningState, this enum contains the known values that the service supports.

Known values supported by the service

Completed
Provisioning
Failed

ScheduleProvisioningStatus

Defines values for ScheduleProvisioningStatus.
KnownScheduleProvisioningStatus can be used interchangeably with ScheduleProvisioningStatus, this enum contains the known values that the service supports.

Known values supported by the service

Creating
Updating
Deleting
Succeeded
Failed
Canceled

ScheduleStatus

Defines values for ScheduleStatus.
KnownScheduleStatus can be used interchangeably with ScheduleStatus, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled

SchedulesCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

SchedulesGetResponse

Contains response data for the get operation.

SchedulesListNextResponse

Contains response data for the listNext operation.

SchedulesListResponse

Contains response data for the list operation.

SeasonalityMode

Defines values for SeasonalityMode.
KnownSeasonalityMode can be used interchangeably with SeasonalityMode, this enum contains the known values that the service supports.

Known values supported by the service

Auto: Seasonality to be determined automatically.
Custom: Use the custom seasonality value.

SeasonalityUnion
SecretsType

Defines values for SecretsType.
KnownSecretsType can be used interchangeably with SecretsType, this enum contains the known values that the service supports.

Known values supported by the service

AccountKey
Certificate
Sas
ServicePrincipal

ServerlessEndpointState

Defines values for ServerlessEndpointState.
KnownServerlessEndpointState can be used interchangeably with ServerlessEndpointState, this enum contains the known values that the service supports.

Known values supported by the service

Unknown
Creating
Deleting
Suspending
Reinstating
Online
Suspended
CreationFailed
DeletionFailed

ServerlessEndpointsCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

ServerlessEndpointsDeleteResponse

Contains response data for the delete operation.

ServerlessEndpointsGetResponse

Contains response data for the get operation.

ServerlessEndpointsListKeysResponse

Contains response data for the listKeys operation.

ServerlessEndpointsListNextResponse

Contains response data for the listNext operation.

ServerlessEndpointsListResponse

Contains response data for the list operation.

ServerlessEndpointsRegenerateKeysResponse

Contains response data for the regenerateKeys operation.

ServerlessEndpointsUpdateResponse

Contains response data for the update operation.

ServerlessInferenceEndpointAuthMode

Defines values for ServerlessInferenceEndpointAuthMode.
KnownServerlessInferenceEndpointAuthMode can be used interchangeably with ServerlessInferenceEndpointAuthMode, this enum contains the known values that the service supports.

Known values supported by the service

Key

ServiceDataAccessAuthIdentity

Defines values for ServiceDataAccessAuthIdentity.
KnownServiceDataAccessAuthIdentity can be used interchangeably with ServiceDataAccessAuthIdentity, this enum contains the known values that the service supports.

Known values supported by the service

None: Do not use any identity for service data access.
WorkspaceSystemAssignedIdentity: Use the system assigned managed identity of the Workspace to authenticate service data access.
WorkspaceUserAssignedIdentity: Use the user assigned managed identity of the Workspace to authenticate service data access.

ShortSeriesHandlingConfiguration

Defines values for ShortSeriesHandlingConfiguration.
KnownShortSeriesHandlingConfiguration can be used interchangeably with ShortSeriesHandlingConfiguration, this enum contains the known values that the service supports.

Known values supported by the service

None: Represents no/null value.
Auto: Short series will be padded if there are no long series, otherwise short series will be dropped.
Pad: All the short series will be padded.
Drop: All the short series will be dropped.

SkuScaleType

Defines values for SkuScaleType.
KnownSkuScaleType can be used interchangeably with SkuScaleType, this enum contains the known values that the service supports.

Known values supported by the service

Automatic: Automatically scales node count.
Manual: Node count scaled upon user request.
None: Fixed set of nodes.

SkuTier

Defines values for SkuTier.

SourceType

Defines values for SourceType.
KnownSourceType can be used interchangeably with SourceType, this enum contains the known values that the service supports.

Known values supported by the service

Dataset
Datastore
URI

SparkJobEntryType

Defines values for SparkJobEntryType.
KnownSparkJobEntryType can be used interchangeably with SparkJobEntryType, this enum contains the known values that the service supports.

Known values supported by the service

SparkJobPythonEntry
SparkJobScalaEntry

SparkJobEntryUnion
SshPublicAccess

Defines values for SshPublicAccess.
KnownSshPublicAccess can be used interchangeably with SshPublicAccess, this enum contains the known values that the service supports.

Known values supported by the service

Enabled
Disabled

SslConfigStatus

Defines values for SslConfigStatus.
KnownSslConfigStatus can be used interchangeably with SslConfigStatus, this enum contains the known values that the service supports.

Known values supported by the service

Disabled
Enabled
Auto

StackMetaLearnerType

Defines values for StackMetaLearnerType.
KnownStackMetaLearnerType can be used interchangeably with StackMetaLearnerType, this enum contains the known values that the service supports.

Known values supported by the service

None
LogisticRegression: Default meta-learners are LogisticRegression for classification tasks.
LogisticRegressionCV: Default meta-learners are LogisticRegression for classification task when CV is on.
LightGBMClassifier
ElasticNet: Default meta-learners are LogisticRegression for regression task.
ElasticNetCV: Default meta-learners are LogisticRegression for regression task when CV is on.
LightGBMRegressor
LinearRegression

Status

Defines values for Status.
KnownStatus can be used interchangeably with Status, this enum contains the known values that the service supports.

Known values supported by the service

Undefined
Success
Failure
InvalidQuotaBelowClusterMinimum
InvalidQuotaExceedsSubscriptionLimit
InvalidVMFamilyName
OperationNotSupportedForSku
OperationNotEnabledForRegion

StochasticOptimizer

Defines values for StochasticOptimizer.
KnownStochasticOptimizer can be used interchangeably with StochasticOptimizer, this enum contains the known values that the service supports.

Known values supported by the service

None: No optimizer selected.
Sgd: Stochastic Gradient Descent optimizer.
Adam: Adam is algorithm the optimizes stochastic objective functions based on adaptive estimates of moments
Adamw: AdamW is a variant of the optimizer Adam that has an improved implementation of weight decay.

StorageAccountType

Defines values for StorageAccountType.
KnownStorageAccountType can be used interchangeably with StorageAccountType, this enum contains the known values that the service supports.

Known values supported by the service

Standard_LRS
Premium_LRS

TargetAggregationFunction

Defines values for TargetAggregationFunction.
KnownTargetAggregationFunction can be used interchangeably with TargetAggregationFunction, this enum contains the known values that the service supports.

Known values supported by the service

None: Represent no value set.
Sum
Max
Min
Mean

TargetLagsMode

Defines values for TargetLagsMode.
KnownTargetLagsMode can be used interchangeably with TargetLagsMode, this enum contains the known values that the service supports.

Known values supported by the service

Auto: Target lags to be determined automatically.
Custom: Use the custom target lags.

TargetLagsUnion
TargetRollingWindowSizeMode

Defines values for TargetRollingWindowSizeMode.
KnownTargetRollingWindowSizeMode can be used interchangeably with TargetRollingWindowSizeMode, this enum contains the known values that the service supports.

Known values supported by the service

Auto: Determine rolling windows size automatically.
Custom: Use the specified rolling window size.

TargetRollingWindowSizeUnion
TaskType

Defines values for TaskType.
KnownTaskType can be used interchangeably with TaskType, this enum contains the known values that the service supports.

Known values supported by the service

Classification: Classification in machine learning and statistics is a supervised learning approach in which the computer program learns from the data given to it and make new observations or classifications.
Regression: Regression means to predict the value using the input data. Regression models are used to predict a continuous value.
Forecasting: Forecasting is a special kind of regression task that deals with time-series data and creates forecasting model that can be used to predict the near future values based on the inputs.
ImageClassification: 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'.
ImageClassificationMultilabel: 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'.
ImageObjectDetection: 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.
ImageInstanceSegmentation: 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.
TextClassification: Text classification (also known as text tagging or text categorization) is the process of sorting texts into categories. Categories are mutually exclusive.
TextClassificationMultilabel: Multilabel classification task assigns each sample to a group (zero or more) of target labels.
TextNER: Text Named Entity Recognition a.k.a. TextNER. Named Entity Recognition (NER) is the ability to take free-form text and identify the occurrences of entities such as people, locations, organizations, and more.

TriggerBaseUnion
TriggerType

Defines values for TriggerType.
KnownTriggerType can be used interchangeably with TriggerType, this enum contains the known values that the service supports.

Known values supported by the service

Recurrence
Cron

UnderlyingResourceAction

Defines values for UnderlyingResourceAction.
KnownUnderlyingResourceAction can be used interchangeably with UnderlyingResourceAction, this enum contains the known values that the service supports.

Known values supported by the service

Delete
Detach

UnitOfMeasure

Defines values for UnitOfMeasure.
KnownUnitOfMeasure can be used interchangeably with UnitOfMeasure, this enum contains the known values that the service supports.

Known values supported by the service

OneHour

UsageUnit

Defines values for UsageUnit.
KnownUsageUnit can be used interchangeably with UsageUnit, this enum contains the known values that the service supports.

Known values supported by the service

Count

UsagesListNextResponse

Contains response data for the listNext operation.

UsagesListResponse

Contains response data for the list operation.

UseStl

Defines values for UseStl.
KnownUseStl can be used interchangeably with UseStl, this enum contains the known values that the service supports.

Known values supported by the service

None: No stl decomposition.
Season
SeasonTrend

VMPriceOSType

Defines values for VMPriceOSType.
KnownVMPriceOSType can be used interchangeably with VMPriceOSType, this enum contains the known values that the service supports.

Known values supported by the service

Linux
Windows

VMTier

Defines values for VMTier.
KnownVMTier can be used interchangeably with VMTier, this enum contains the known values that the service supports.

Known values supported by the service

Standard
LowPriority
Spot

ValidationMetricType

Defines values for ValidationMetricType.
KnownValidationMetricType can be used interchangeably with ValidationMetricType, this enum contains the known values that the service supports.

Known values supported by the service

None: No metric.
Coco: Coco metric.
Voc: Voc metric.
CocoVoc: CocoVoc metric.

ValueFormat

Defines values for ValueFormat.
KnownValueFormat can be used interchangeably with ValueFormat, this enum contains the known values that the service supports.

Known values supported by the service

JSON

VirtualMachineSizesListResponse

Contains response data for the list operation.

VmPriority

Defines values for VmPriority.
KnownVmPriority can be used interchangeably with VmPriority, this enum contains the known values that the service supports.

Known values supported by the service

Dedicated
LowPriority

VolumeDefinitionType

Defines values for VolumeDefinitionType.
KnownVolumeDefinitionType can be used interchangeably with VolumeDefinitionType, this enum contains the known values that the service supports.

Known values supported by the service

bind
volume
tmpfs
npipe

WebhookType

Defines values for WebhookType.
KnownWebhookType can be used interchangeably with WebhookType, this enum contains the known values that the service supports.

Known values supported by the service

AzureDevOps

WebhookUnion
WeekDay

Defines values for WeekDay.
KnownWeekDay can be used interchangeably with WeekDay, this enum contains the known values that the service supports.

Known values supported by the service

Monday: Monday weekday
Tuesday: Tuesday weekday
Wednesday: Wednesday weekday
Thursday: Thursday weekday
Friday: Friday weekday
Saturday: Saturday weekday
Sunday: Sunday weekday

WorkspaceConnectionPropertiesV2Union
WorkspaceConnectionsCreateResponse

Contains response data for the create operation.

WorkspaceConnectionsGetResponse

Contains response data for the get operation.

WorkspaceConnectionsListNextResponse

Contains response data for the listNext operation.

WorkspaceConnectionsListResponse

Contains response data for the list operation.

WorkspaceConnectionsListSecretsResponse

Contains response data for the listSecrets operation.

WorkspaceFeaturesListNextResponse

Contains response data for the listNext operation.

WorkspaceFeaturesListResponse

Contains response data for the list operation.

WorkspacesCreateOrUpdateResponse

Contains response data for the createOrUpdate operation.

WorkspacesDiagnoseResponse

Contains response data for the diagnose operation.

WorkspacesGetResponse

Contains response data for the get operation.

WorkspacesListByResourceGroupNextResponse

Contains response data for the listByResourceGroupNext operation.

WorkspacesListByResourceGroupResponse

Contains response data for the listByResourceGroup operation.

WorkspacesListBySubscriptionNextResponse

Contains response data for the listBySubscriptionNext operation.

WorkspacesListBySubscriptionResponse

Contains response data for the listBySubscription operation.

WorkspacesListKeysResponse

Contains response data for the listKeys operation.

WorkspacesListNotebookAccessTokenResponse

Contains response data for the listNotebookAccessToken operation.

WorkspacesListNotebookKeysResponse

Contains response data for the listNotebookKeys operation.

WorkspacesListOutboundNetworkDependenciesEndpointsResponse

Contains response data for the listOutboundNetworkDependenciesEndpoints operation.

WorkspacesListStorageAccountKeysResponse

Contains response data for the listStorageAccountKeys operation.

WorkspacesPrepareNotebookResponse

Contains response data for the prepareNotebook operation.

WorkspacesUpdateResponse

Contains response data for the update operation.

Enums

KnownActionType

Known values of ActionType that the service accepts.

KnownAllocationState

Known values of AllocationState that the service accepts.

KnownApplicationSharingPolicy

Known values of ApplicationSharingPolicy that the service accepts.

KnownAssetProvisioningState

Known values of AssetProvisioningState that the service accepts.

KnownAutoRebuildSetting

Known values of AutoRebuildSetting that the service accepts.

KnownAutosave

Known values of Autosave that the service accepts.

KnownBatchDeploymentConfigurationType

Known values of BatchDeploymentConfigurationType that the service accepts.

KnownBatchLoggingLevel

Known values of BatchLoggingLevel that the service accepts.

KnownBatchOutputAction

Known values of BatchOutputAction that the service accepts.

KnownBillingCurrency

Known values of BillingCurrency that the service accepts.

KnownBlockedTransformers

Known values of BlockedTransformers that the service accepts.

KnownCaching

Known values of Caching that the service accepts.

KnownCategoricalDataDriftMetric

Known values of CategoricalDataDriftMetric that the service accepts.

KnownCategoricalDataQualityMetric

Known values of CategoricalDataQualityMetric that the service accepts.

KnownCategoricalPredictionDriftMetric

Known values of CategoricalPredictionDriftMetric that the service accepts.

KnownClassificationModels

Known values of ClassificationModels that the service accepts.

KnownClassificationMultilabelPrimaryMetrics

Known values of ClassificationMultilabelPrimaryMetrics that the service accepts.

KnownClassificationPrimaryMetrics

Known values of ClassificationPrimaryMetrics that the service accepts.

KnownClusterPurpose

Known values of ClusterPurpose that the service accepts.

KnownComputeInstanceAuthorizationType

Known values of ComputeInstanceAuthorizationType that the service accepts.

KnownComputeInstanceState

Known values of ComputeInstanceState that the service accepts.

KnownComputePowerAction

Known values of ComputePowerAction that the service accepts.

KnownComputeRecurrenceFrequency

Known values of ComputeRecurrenceFrequency that the service accepts.

KnownComputeTriggerType

Known values of ComputeTriggerType that the service accepts.

KnownComputeType

Known values of ComputeType that the service accepts.

KnownComputeWeekDay

Known values of ComputeWeekDay that the service accepts.

KnownConnectionAuthType

Known values of ConnectionAuthType that the service accepts.

KnownConnectionCategory

Known values of ConnectionCategory that the service accepts.

KnownConnectionGroup

Known values of ConnectionGroup that the service accepts.

KnownContainerType

Known values of ContainerType that the service accepts.

KnownContentSafetyStatus

Known values of ContentSafetyStatus that the service accepts.

KnownCreatedByType

Known values of CreatedByType that the service accepts.

KnownCredentialsType

Known values of CredentialsType that the service accepts.

KnownDataAvailabilityStatus

Known values of DataAvailabilityStatus that the service accepts.

KnownDataCollectionMode

Known values of DataCollectionMode that the service accepts.

KnownDataReferenceCredentialType

Known values of DataReferenceCredentialType that the service accepts.

KnownDataType

Known values of DataType that the service accepts.

KnownDatastoreType

Known values of DatastoreType that the service accepts.

KnownDeploymentProvisioningState

Known values of DeploymentProvisioningState that the service accepts.

KnownDiagnoseResultLevel

Known values of DiagnoseResultLevel that the service accepts.

KnownDistributionType

Known values of DistributionType that the service accepts.

KnownEarlyTerminationPolicyType

Known values of EarlyTerminationPolicyType that the service accepts.

KnownEgressPublicNetworkAccessType

Known values of EgressPublicNetworkAccessType that the service accepts.

KnownEmailNotificationEnableType

Known values of EmailNotificationEnableType that the service accepts.

KnownEncryptionStatus

Known values of EncryptionStatus that the service accepts.

KnownEndpointAuthMode

Known values of EndpointAuthMode that the service accepts.

KnownEndpointComputeType

Known values of EndpointComputeType that the service accepts.

KnownEndpointProvisioningState

Known values of EndpointProvisioningState that the service accepts.

KnownEndpointServiceConnectionStatus

Known values of EndpointServiceConnectionStatus that the service accepts.

KnownEnvironmentType

Known values of EnvironmentType that the service accepts.

KnownEnvironmentVariableType

Known values of EnvironmentVariableType that the service accepts.

KnownFeatureAttributionMetric

Known values of FeatureAttributionMetric that the service accepts.

KnownFeatureDataType

Known values of FeatureDataType that the service accepts.

KnownFeatureImportanceMode

Known values of FeatureImportanceMode that the service accepts.

KnownFeatureLags

Known values of FeatureLags that the service accepts.

KnownFeaturizationMode

Known values of FeaturizationMode that the service accepts.

KnownForecastHorizonMode

Known values of ForecastHorizonMode that the service accepts.

KnownForecastingModels

Known values of ForecastingModels that the service accepts.

KnownForecastingPrimaryMetrics

Known values of ForecastingPrimaryMetrics that the service accepts.

KnownGoal

Known values of Goal that the service accepts.

KnownIdentityConfigurationType

Known values of IdentityConfigurationType that the service accepts.

KnownImageType

Known values of ImageType that the service accepts.

KnownInputDeliveryMode

Known values of InputDeliveryMode that the service accepts.

KnownInstanceSegmentationPrimaryMetrics

Known values of InstanceSegmentationPrimaryMetrics that the service accepts.

KnownIsolationMode

Known values of IsolationMode that the service accepts.

KnownJobInputType

Known values of JobInputType that the service accepts.

KnownJobLimitsType

Known values of JobLimitsType that the service accepts.

KnownJobOutputType

Known values of JobOutputType that the service accepts.

KnownJobStatus

Known values of JobStatus that the service accepts.

KnownJobTier

Known values of JobTier that the service accepts.

KnownJobType

Known values of JobType that the service accepts.

KnownKeyType

Known values of KeyType that the service accepts.

KnownLearningRateScheduler

Known values of LearningRateScheduler that the service accepts.

KnownListViewType

Known values of ListViewType that the service accepts.

KnownLoadBalancerType

Known values of LoadBalancerType that the service accepts.

KnownLogVerbosity

Known values of LogVerbosity that the service accepts.

KnownManagedNetworkStatus

Known values of ManagedNetworkStatus that the service accepts.

KnownManagedServiceIdentityType

Known values of ManagedServiceIdentityType that the service accepts.

KnownMarketplaceSubscriptionProvisioningState

Known values of MarketplaceSubscriptionProvisioningState that the service accepts.

KnownMarketplaceSubscriptionStatus

Known values of MarketplaceSubscriptionStatus that the service accepts.

KnownMaterializationStoreType

Known values of MaterializationStoreType that the service accepts.

KnownModelSize

Known values of ModelSize that the service accepts.

KnownModelTaskType

Known values of ModelTaskType that the service accepts.

KnownMonitorComputeIdentityType

Known values of MonitorComputeIdentityType that the service accepts.

KnownMonitorComputeType

Known values of MonitorComputeType that the service accepts.

KnownMonitoringFeatureDataType

Known values of MonitoringFeatureDataType that the service accepts.

KnownMonitoringFeatureFilterType

Known values of MonitoringFeatureFilterType that the service accepts.

KnownMonitoringInputDataType

Known values of MonitoringInputDataType that the service accepts.

KnownMonitoringNotificationType

Known values of MonitoringNotificationType that the service accepts.

KnownMonitoringSignalType

Known values of MonitoringSignalType that the service accepts.

KnownMountAction

Known values of MountAction that the service accepts.

KnownMountState

Known values of MountState that the service accepts.

KnownNCrossValidationsMode

Known values of NCrossValidationsMode that the service accepts.

KnownNetwork

Known values of Network that the service accepts.

KnownNodeState

Known values of NodeState that the service accepts.

KnownNodesValueType

Known values of NodesValueType that the service accepts.

KnownNumericalDataDriftMetric

Known values of NumericalDataDriftMetric that the service accepts.

KnownNumericalDataQualityMetric

Known values of NumericalDataQualityMetric that the service accepts.

KnownNumericalPredictionDriftMetric

Known values of NumericalPredictionDriftMetric that the service accepts.

KnownObjectDetectionPrimaryMetrics

Known values of ObjectDetectionPrimaryMetrics that the service accepts.

KnownOneLakeArtifactType

Known values of OneLakeArtifactType that the service accepts.

KnownOperatingSystemType

Known values of OperatingSystemType that the service accepts.

KnownOperationName

Known values of OperationName that the service accepts.

KnownOperationStatus

Known values of OperationStatus that the service accepts.

KnownOperationTrigger

Known values of OperationTrigger that the service accepts.

KnownOrderString

Known values of OrderString that the service accepts.

KnownOrigin

Known values of Origin that the service accepts.

KnownOsType

Known values of OsType that the service accepts.

KnownOutputDeliveryMode

Known values of OutputDeliveryMode that the service accepts.

KnownPendingUploadCredentialType

Known values of PendingUploadCredentialType that the service accepts.

KnownPendingUploadType

Known values of PendingUploadType that the service accepts.

KnownPrivateEndpointConnectionProvisioningState

Known values of PrivateEndpointConnectionProvisioningState that the service accepts.

KnownPrivateEndpointServiceConnectionStatus

Known values of PrivateEndpointServiceConnectionStatus that the service accepts.

KnownProtocol

Known values of Protocol that the service accepts.

KnownProvisioningState

Known values of ProvisioningState that the service accepts.

KnownProvisioningStatus

Known values of ProvisioningStatus that the service accepts.

KnownPublicNetworkAccess

Known values of PublicNetworkAccess that the service accepts.

KnownPublicNetworkAccessType

Known values of PublicNetworkAccessType that the service accepts.

KnownQuotaUnit

Known values of QuotaUnit that the service accepts.

KnownRandomSamplingAlgorithmRule

Known values of RandomSamplingAlgorithmRule that the service accepts.

KnownRecurrenceFrequency

Known values of RecurrenceFrequency that the service accepts.

KnownReferenceType

Known values of ReferenceType that the service accepts.

KnownRegressionModels

Known values of RegressionModels that the service accepts.

KnownRegressionPrimaryMetrics

Known values of RegressionPrimaryMetrics that the service accepts.

KnownRemoteLoginPortPublicAccess

Known values of RemoteLoginPortPublicAccess that the service accepts.

KnownRollingRateType

Known values of RollingRateType that the service accepts.

KnownRuleAction

Known values of RuleAction that the service accepts.

KnownRuleCategory

Known values of RuleCategory that the service accepts.

KnownRuleStatus

Known values of RuleStatus that the service accepts.

KnownRuleType

Known values of RuleType that the service accepts.

KnownSamplingAlgorithmType

Known values of SamplingAlgorithmType that the service accepts.

KnownScaleType

Known values of ScaleType that the service accepts.

KnownScheduleActionType

Known values of ScheduleActionType that the service accepts.

KnownScheduleListViewType

Known values of ScheduleListViewType that the service accepts.

KnownScheduleProvisioningState

Known values of ScheduleProvisioningState that the service accepts.

KnownScheduleProvisioningStatus

Known values of ScheduleProvisioningStatus that the service accepts.

KnownScheduleStatus

Known values of ScheduleStatus that the service accepts.

KnownSeasonalityMode

Known values of SeasonalityMode that the service accepts.

KnownSecretsType

Known values of SecretsType that the service accepts.

KnownServerlessEndpointState

Known values of ServerlessEndpointState that the service accepts.

KnownServerlessInferenceEndpointAuthMode

Known values of ServerlessInferenceEndpointAuthMode that the service accepts.

KnownServiceDataAccessAuthIdentity

Known values of ServiceDataAccessAuthIdentity that the service accepts.

KnownShortSeriesHandlingConfiguration

Known values of ShortSeriesHandlingConfiguration that the service accepts.

KnownSkuScaleType

Known values of SkuScaleType that the service accepts.

KnownSourceType

Known values of SourceType that the service accepts.

KnownSparkJobEntryType

Known values of SparkJobEntryType that the service accepts.

KnownSshPublicAccess

Known values of SshPublicAccess that the service accepts.

KnownSslConfigStatus

Known values of SslConfigStatus that the service accepts.

KnownStackMetaLearnerType

Known values of StackMetaLearnerType that the service accepts.

KnownStatus

Known values of Status that the service accepts.

KnownStochasticOptimizer

Known values of StochasticOptimizer that the service accepts.

KnownStorageAccountType

Known values of StorageAccountType that the service accepts.

KnownTargetAggregationFunction

Known values of TargetAggregationFunction that the service accepts.

KnownTargetLagsMode

Known values of TargetLagsMode that the service accepts.

KnownTargetRollingWindowSizeMode

Known values of TargetRollingWindowSizeMode that the service accepts.

KnownTaskType

Known values of TaskType that the service accepts.

KnownTriggerType

Known values of TriggerType that the service accepts.

KnownUnderlyingResourceAction

Known values of UnderlyingResourceAction that the service accepts.

KnownUnitOfMeasure

Known values of UnitOfMeasure that the service accepts.

KnownUsageUnit

Known values of UsageUnit that the service accepts.

KnownUseStl

Known values of UseStl that the service accepts.

KnownVMPriceOSType

Known values of VMPriceOSType that the service accepts.

KnownVMTier

Known values of VMTier that the service accepts.

KnownValidationMetricType

Known values of ValidationMetricType that the service accepts.

KnownValueFormat

Known values of ValueFormat that the service accepts.

KnownVmPriority

Known values of VmPriority that the service accepts.

KnownVolumeDefinitionType

Known values of VolumeDefinitionType that the service accepts.

KnownWebhookType

Known values of WebhookType that the service accepts.

KnownWeekDay

Known values of WeekDay that the service accepts.

Functions

getContinuationToken(unknown)

Given the last .value produced by the byPage iterator, returns a continuation token that can be used to begin paging from that point later.

Function Details

getContinuationToken(unknown)

Given the last .value produced by the byPage iterator, returns a continuation token that can be used to begin paging from that point later.

function getContinuationToken(page: unknown): string | undefined

Parameters

page

unknown

An object from accessing value on the IteratorResult from a byPage iterator.

Returns

string | undefined

The continuation token that can be passed into byPage() during future calls.