Package-level declarations
Types
Account key datastore credentials configuration.
Builder for AccountKeyDatastoreCredentialsArgs.
Datastore account key secrets.
Builder for AccountKeyDatastoreSecretsArgs.
Details of ACR account to be used for the Registry
Builder for AcrDetailsArgs.
A Machine Learning compute based on AKS.
Builder for AKSArgs.
Advance configuration for AKS networking
Builder for AksNetworkingConfigurationArgs.
AKS properties
Builder for AKSSchemaPropertiesArgs.
All nodes means the service will be running on all of the nodes of the job
Builder for AllNodesArgs.
An Azure Machine Learning compute.
Builder for AmlComputeArgs.
AML Compute properties
Builder for AmlComputePropertiesArgs.
AML Token identity configuration.
Builder for AmlTokenArgs.
ARM ResourceId of a resource
Builder for ArmResourceIdArgs.
A user that can be assigned to a compute instance.
Builder for AssignedUserArgs.
Builder for AutoDeleteSettingArgs.
Forecast horizon determined automatically by system.
Builder for AutoForecastHorizonArgs.
AutoMLJob class. Use this class for executing AutoML tasks like Classification/Regression etc. See TaskType enum for all the tasks supported.
Builder for AutoMLJobArgs.
N-Cross validations determined automatically.
Builder for AutoNCrossValidationsArgs.
Auto pause properties
Builder for AutoPausePropertiesArgs.
Auto scale properties
Builder for AutoScalePropertiesArgs.
Builder for AutoSeasonalityArgs.
Builder for AutoTargetLagsArgs.
Target lags rolling window determined automatically.
Builder for AutoTargetRollingWindowSizeArgs.
Azure Blob datastore configuration.
Builder for AzureBlobDatastoreArgs.
Azure Data Lake Gen1 datastore configuration.
Builder for AzureDataLakeGen1DatastoreArgs.
Azure Data Lake Gen2 datastore configuration.
Builder for AzureDataLakeGen2DatastoreArgs.
Webhook details specific for Azure DevOps
Builder for AzureDevOpsWebhookArgs.
Azure File datastore configuration.
Builder for AzureFileDatastoreArgs.
Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation
Builder for BanditPolicyArgs.
Batch inference settings per deployment.
Builder for BatchDeploymentArgs.
Batch endpoint configuration.
Builder for BatchEndpointArgs.
Batch endpoint default values
Builder for BatchEndpointDefaultsArgs.
Retry settings for a batch inference operation.
Builder for BatchRetrySettingsArgs.
Defines a Sampling Algorithm that generates values based on previous values
Builder for BayesianSamplingAlgorithmArgs.
Describes the bind options for the container
Builder for BindOptionsArgs.
Configuration settings for Docker build context
Builder for BuildContextArgs.
Builder for CapabilityHostArgs.
Builder for CapacityReservationGroupArgs.
Certificate datastore credentials configuration.
Datastore certificate secrets.
Builder for CertificateDatastoreSecretsArgs.
Classification task in AutoML Table vertical.
Builder for ClassificationArgs.
Classification Training related configuration.
Builder for ClassificationTrainingSettingsArgs.
Configuration for a scoring code asset.
Builder for CodeConfigurationArgs.
Builder for CodeContainerArgs.
Code asset version details.
Builder for CodeVersionArgs.
Builder for CognitiveServicesSkuArgs.
Column transformer parameters.
Builder for ColumnTransformerArgs.
Command job definition.
Builder for CommandJobArgs.
Command Job limit class.
Builder for CommandJobLimitsArgs.
Builder for ComponentContainerArgs.
Definition of a component version: defines resources that span component types.
Builder for ComponentVersionArgs.
An Azure Machine Learning compute instance.
Builder for ComputeInstanceArgs.
Compute Instance properties
Builder for ComputeInstancePropertiesArgs.
Specifies policy and settings for SSH access.
Builder for ComputeInstanceSshSettingsArgs.
The list of schedules to be applied on the computes
Builder for ComputeSchedulesArgs.
Compute start stop schedule properties
Builder for ComputeStartStopScheduleArgs.
Resource requirements for each container instance within an online deployment.
Builder for ContainerResourceRequirementsArgs.
Builder for ContainerResourceSettingsArgs.
Builder for CosmosDbSettingsArgs.
Builder for CronArgs.
Builder for CronTriggerArgs.
The desired maximum forecast horizon in units of time-series frequency.
Builder for CustomForecastHorizonArgs.
Builder for CustomModelJobInputArgs.
Builder for CustomModelJobOutputArgs.
N-Cross validations are specified by user.
Builder for CustomNCrossValidationsArgs.
Builder for CustomSeasonalityArgs.
Specifies the custom service configuration
Builder for CustomServiceArgs.
Builder for CustomTargetLagsArgs.
Builder for CustomTargetRollingWindowSizeArgs.
A DataFactory compute.
Builder for DatabricksArgs.
Properties of Databricks
Builder for DatabricksPropertiesArgs.
Container for data asset versions.
Builder for DataContainerArgs.
Builder for DataFactoryArgs.
A DataLakeAnalytics compute.
Builder for DataLakeAnalyticsArgs.
Reference to an asset via its path in a datastore.
Builder for DataPathAssetReferenceArgs.
Builder for DatasetCreateRequestDataPathArgs.
Builder for DatasetCreateRequestParametersArgs.
Builder for DatasetCreateRequestPathArgs.
Builder for DatasetCreateRequestQueryArgs.
Builder for DatasetCreateRequestTimeSeriesArgs.
Builder for DefaultScaleSettingsArgs.
Docker container configuration
Builder for DockerArgs.
Class to represent configuration settings for Docker Build
Builder for DockerBuildArgs.
Class to represent configuration settings for Docker Build
Builder for DockerImageArgs.
Builder for DockerImagePlatformArgs.
Builder for EncryptionKeyVaultPropertiesArgs.
Builder for EncryptionPropertyArgs.
Describes the endpoint configuration for the container
Builder for EndpointArgs.
Keys for endpoint authentication.
Builder for EndpointAuthKeysArgs.
Builder for EndpointDeploymentModelArgs.
Builder for EndpointScheduleActionArgs.
Container for environment specification versions.
Builder for EnvironmentContainerArgs.
Environment specification version details.
Environment Variables for the container
Builder for EnvironmentVariableArgs.
Environment version details.
Builder for EnvironmentVersionArgs.
Builder for FeaturesetContainerArgs.
Dto object representing specification
Builder for FeaturesetSpecificationArgs.
Dto object representing feature set version
Builder for FeaturesetVersionArgs.
Dto object representing feature entity
Builder for FeaturestoreEntityContainerArgs.
Dto object representing feature entity version
Builder for FeaturestoreEntityVersionArgs.
Builder for FlavorDataArgs.
Forecasting task in AutoML Table vertical.
Builder for ForecastingArgs.
Forecasting specific parameters.
Builder for ForecastingSettingsArgs.
Forecasting Training related configuration.
Builder for ForecastingTrainingSettingsArgs.
FQDN Outbound Rule for the managed network of a machine learning workspace.
Builder for FqdnOutboundRuleArgs.
Builder for GetBatchDeploymentPlainArgs.
Builder for GetBatchEndpointPlainArgs.
Builder for GetCapabilityHostPlainArgs.
Builder for GetCodeContainerPlainArgs.
Builder for GetCodeVersionPlainArgs.
Builder for GetComponentContainerPlainArgs.
Builder for GetComponentVersionPlainArgs.
Builder for GetComputePlainArgs.
Builder for GetConnectionDeploymentPlainArgs.
Builder for GetConnectionRaiBlocklistPlainArgs.
Builder for GetConnectionRaiPolicyPlainArgs.
Builder for GetDataContainerPlainArgs.
Builder for GetDatastorePlainArgs.
Builder for GetDataVersionPlainArgs.
Builder for GetEndpointDeploymentPlainArgs.
Builder for GetEnvironmentContainerPlainArgs.
Builder for GetEnvironmentVersionPlainArgs.
Builder for GetFeaturesetVersionPlainArgs.
Builder for GetInferenceEndpointPlainArgs.
Builder for GetInferenceGroupPlainArgs.
Builder for GetInferenceGroupStatusPlainArgs.
Builder for GetInferencePoolPlainArgs.
Builder for GetInferencePoolStatusPlainArgs.
Builder for GetJobPlainArgs.
Builder for GetLabelingJobPlainArgs.
Builder for GetLinkedServicePlainArgs.
Builder for GetLinkedWorkspacePlainArgs.
Builder for GetMachineLearningDatasetPlainArgs.
Builder for GetModelContainerPlainArgs.
Builder for GetModelVersionPlainArgs.
Builder for GetOnlineDeploymentLogsPlainArgs.
Builder for GetOnlineDeploymentPlainArgs.
Builder for GetOnlineEndpointPlainArgs.
Builder for GetOnlineEndpointTokenPlainArgs.
Builder for GetRaiPolicyPlainArgs.
Builder for GetRegistryCodeContainerPlainArgs.
Builder for GetRegistryCodeVersionPlainArgs.
Builder for GetRegistryDataContainerPlainArgs.
Builder for GetRegistryDataVersionPlainArgs.
Builder for GetRegistryModelContainerPlainArgs.
Builder for GetRegistryModelVersionPlainArgs.
Builder for GetRegistryPlainArgs.
Builder for GetSchedulePlainArgs.
Builder for GetServerlessEndpointPlainArgs.
Builder for GetWorkspaceConnectionPlainArgs.
Builder for GetWorkspacePlainArgs.
Defines a Sampling Algorithm that exhaustively generates every value combination in the space
Builder for GridSamplingAlgorithmArgs.
A HDInsight compute.
Builder for HDInsightArgs.
HDInsight compute properties
Builder for HDInsightPropertiesArgs.
Reference to an asset via its ARM resource ID.
Builder for IdAssetReferenceArgs.
Identity for the resource.
Builder for IdentityArgs.
Identity that will be used to access key vault for encryption at rest
Builder for IdentityForCmkArgs.
Builder for ImageArgs.
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'.
Builder for ImageClassificationArgs.
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'.
Builder for ImageClassificationMultilabelArgs.
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.
Builder for ImageInstanceSegmentationArgs.
Limit settings for the AutoML job.
Builder for ImageLimitSettingsArgs.
Distribution expressions to sweep over values of model settings.
Distribution expressions to sweep over values of model settings.
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.
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.
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.
Builder for ImageObjectDetectionArgs.
Model sweeping and hyperparameter sweeping related settings.
Builder for ImageSweepSettingsArgs.
Dto object representing index column
Builder for IndexColumnArgs.
Builder for InferenceContainerPropertiesArgs.
Builder for InferenceEndpointArgs.
Inference group configuration
Builder for InferenceGroupArgs.
Inference pool configuration
Builder for InferencePoolArgs.
Instance type schema.
Builder for InstanceTypeSchemaArgs.
Builder for InstanceTypeSchemaResourcesArgs.
Builder for JobResourceConfigurationArgs.
Builder for JobScheduleActionArgs.
Job endpoint definition
Builder for JobServiceArgs.
A Machine Learning compute based on Kubernetes Compute.
Builder for KubernetesArgs.
Properties specific to a KubernetesOnlineDeployment.
Builder for KubernetesOnlineDeploymentArgs.
Kubernetes properties
Builder for KubernetesPropertiesArgs.
Label category definition
Builder for LabelCategoryArgs.
Label class definition
Builder for LabelClassArgs.
Labeling data configuration definition
Builder for LabelingDataConfigurationArgs.
Labeling job definition
Builder for LabelingJobArgs.
Properties of a labeling job for image data
Builder for LabelingJobImagePropertiesArgs.
Instructions for labeling job
Builder for LabelingJobInstructionsArgs.
Properties of a labeling job for text data
Builder for LabelingJobTextPropertiesArgs.
LinkedService specific properties.
Builder for LinkedServicePropsArgs.
LinkedWorkspace specific properties.
Builder for LinkedWorkspacePropsArgs.
Builder for ListBatchEndpointKeysPlainArgs.
Builder for ListComputeKeysPlainArgs.
Builder for ListComputeNodesPlainArgs.
Builder for ListConnectionAllModelsPlainArgs.
Builder for ListConnectionModelsPlainArgs.
Builder for ListDatastoreSecretsPlainArgs.
Builder for ListEndpointKeysPlainArgs.
Builder for ListOnlineEndpointKeysPlainArgs.
Builder for ListWorkspaceKeysPlainArgs.
Builder for ListWorkspaceNotebookKeysPlainArgs.
Literal input type.
Builder for LiteralJobInputArgs.
Managed identity configuration.
Builder for ManagedIdentityArgs.
Properties specific to a ManagedOnlineDeployment.
Builder for ManagedOnlineDeploymentArgs.
Managed service identity (system assigned and/or user assigned identities)
Builder for ManagedServiceIdentityArgs.
Builder for MarketplaceSubscriptionArgs.
Dto object representing compute resource
Builder for MaterializationComputeResourceArgs.
Builder for MaterializationSettingsArgs.
Defines an early termination policy based on running averages of the primary metric of all runs
Builder for MedianStoppingPolicyArgs.
Labeling MLAssist configuration definition when MLAssist is disabled
Builder for MLAssistConfigurationDisabledArgs.
Labeling MLAssist configuration definition when MLAssist is enabled
Builder for MLAssistConfigurationEnabledArgs.
Builder for MLFlowModelJobInputArgs.
Builder for MLFlowModelJobOutputArgs.
MLTable data definition
Builder for MLTableDataArgs.
Builder for MLTableJobInputArgs.
Builder for MLTableJobOutputArgs.
Builder for ModelContainerArgs.
Model asset version details.
Builder for ModelVersionArgs.
Builder for MpiArgs.
Job execution constraints.
Builder for NlpVerticalLimitSettingsArgs.
Empty/none datastore credentials.
Builder for NoneDatastoreCredentialsArgs.
Configuration for notification.
Builder for NotificationSettingArgs.
Optimization objective.
Builder for ObjectiveArgs.
Online endpoint configuration
Builder for OnlineEndpointArgs.
Online deployment scoring requests configuration.
Builder for OnlineRequestSettingsArgs.
Reference to an asset via its path in a job output.
Builder for OutputPathAssetReferenceArgs.
Settings for a personal compute instance.
Pipeline Job definition: defines generic to MFE attributes.
Builder for PipelineJobArgs.
Environment configuration options.
Builder for PoolEnvironmentConfigurationArgs.
Model configuration options.
Builder for PoolModelConfigurationArgs.
Private Endpoint destination for a Private Endpoint Outbound Rule for the managed network of a machine learning workspace.
Builder for PrivateEndpointDestinationArgs.
Private Endpoint Outbound Rule for the managed network of a machine learning workspace.
Builder for PrivateEndpointOutboundRuleArgs.
The PE network resource that is linked to this PE connection.
Builder for PrivateEndpointResourceArgs.
A collection of information about the state of the connection between service consumer and provider.
Deployment container liveness/readiness probe configuration.
Builder for ProbeSettingsArgs.
PyTorch distribution configuration.
Builder for PyTorchArgs.
Azure OpenAI blocklist config.
Builder for RaiBlocklistConfigArgs.
RAI Custom Blocklist Item properties.
Builder for RaiBlocklistItemPropertiesArgs.
RAI Custom Blocklist properties.
Builder for RaiBlocklistPropertiesArgs.
Azure OpenAI Content Filter.
Builder for RaiPolicyContentFilterArgs.
Azure OpenAI Content Filters properties.
Builder for RaiPolicyPropertiesArgs.
Defines a Sampling Algorithm that generates values randomly
Builder for RandomSamplingAlgorithmArgs.
The workflow trigger recurrence for ComputeStartStop schedule type.
Builder for RecurrenceArgs.
Builder for RecurrenceScheduleArgs.
Builder for RecurrenceTriggerArgs.
Details of the Registry
Builder for RegistryArgs.
Private endpoint connection definition.
Properties of the Private Endpoint Connection
The connection state.
Details for each region the registry is in
Builder for RegistryRegionArmDetailsArgs.
Regression task in AutoML Table vertical.
Builder for RegressionArgs.
Regression Training related configuration.
Builder for RegressionTrainingSettingsArgs.
Scoring requests configuration.
Builder for RequestConfigurationArgs.
Represents a resource ID. For example, for a subnet, it is the resource URL for the subnet.
Builder for ResourceIdArgs.
Builder for RouteArgs.
SAS datastore credentials configuration.
Builder for SasDatastoreCredentialsArgs.
Datastore SAS secrets.
Builder for SasDatastoreSecretsArgs.
scale settings for AML Compute
Builder for ScaleSettingsArgs.
Base definition of a schedule
Builder for ScheduleArgs.
Builder for ScheduleBaseArgs.
Script reference
Builder for ScriptReferenceArgs.
Customized setup scripts
Builder for ScriptsToExecuteArgs.
Secret Configuration definition.
Builder for SecretConfigurationArgs.
Builder for ServerlessEndpointArgs.
Builder for ServerlessOfferArgs.
Service Principal datastore credentials configuration.
Datastore Service Principal secrets.
Service Tag destination for a Service Tag Outbound Rule for the managed network of a machine learning workspace.
Builder for ServiceTagDestinationArgs.
Service Tag Outbound Rule for the managed network of a machine learning workspace.
Builder for ServiceTagOutboundRuleArgs.
Details of customized scripts to execute for setting up the cluster.
Builder for SetupScriptsArgs.
Builder for SharedPrivateLinkResourceArgs.
Builder for SkuArgs.
The ssl configuration for scoring
Builder for SslConfigurationArgs.
Advances setting to customize StackEnsemble run.
Builder for StackEnsembleSettingsArgs.
Details of storage account to be used for the Registry
Builder for StorageAccountDetailsArgs.
Sweep job definition.
Builder for SweepJobArgs.
Builder for SweepJobLimitsArgs.
A SynapseSpark compute.
Builder for SynapseSparkArgs.
Builder for SynapseSparkPropertiesArgs.
Builder for SystemCreatedAcrAccountArgs.
Builder for SystemCreatedStorageAccountArgs.
Featurization Configuration.
Job execution constraints.
Builder for TableVerticalLimitSettingsArgs.
Builder for TargetUtilizationScaleSettingsArgs.
TensorFlow distribution configuration.
Builder for TensorFlowArgs.
Text Classification task in AutoML NLP vertical. NLP - Natural Language Processing.
Builder for TextClassificationArgs.
Text Classification Multilabel task in AutoML NLP vertical. NLP - Natural Language Processing.
Builder for TextClassificationMultilabelArgs.
Text-NER task in AutoML NLP vertical. NER - Named Entity Recognition. NLP - Natural Language Processing.
Builder for TextNerArgs.
Describes the tmpfs options for the container
Builder for TmpfsOptionsArgs.
Trial component definition.
Builder for TrialComponentArgs.
Builder for TritonModelJobInputArgs.
Builder for TritonModelJobOutputArgs.
Defines an early termination policy that cancels a given percentage of runs at each evaluation interval.
Builder for TruncationSelectionPolicyArgs.
uri-file data version entity
Builder for UriFileDataVersionArgs.
Builder for UriFileJobInputArgs.
Builder for UriFileJobOutputArgs.
uri-folder data version entity
Builder for UriFolderDataVersionArgs.
Builder for UriFolderJobInputArgs.
Builder for UriFolderJobOutputArgs.
Settings for user account that gets created on each on the nodes of a compute.
Builder for UserAccountCredentialsArgs.
User identity configuration.
Builder for UserIdentityArgs.
A Machine Learning compute based on Azure Virtual Machines.
Builder for VirtualMachineArgs.
Virtual Machine image for Windows AML Compute
Builder for VirtualMachineImageArgs.
Builder for VirtualMachineSchemaPropertiesArgs.
Admin credentials for virtual machine
Builder for VirtualMachineSshCredentialsArgs.
Describes the volume configuration for the container
Builder for VolumeDefinitionArgs.
Describes the volume options for the container
Builder for VolumeOptionsArgs.