Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501 Namespace
Important
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Classes
| AccountKeyDatastoreCredentials |
Account key datastore credentials configuration. |
| AccountKeyDatastoreSecrets |
Datastore account key secrets. |
| 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 |
| AksSchema | |
| AksSchemaProperties |
AKS properties |
| 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 |
| AmlOperation |
Azure Machine Learning workspace REST API operation |
| AmlOperationDisplay |
Display name of operation |
| AmlOperationListResult |
An array of operations supported by the resource provider. |
| AmlToken |
AML Token identity configuration. |
| AmlUserFeature |
Features enabled for a workspace |
| 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. |
| AutoPauseProperties |
Auto pause properties |
| AutoScaleProperties |
Auto scale properties |
| AzureBlobDatastore |
Azure Blob datastore configuration. |
| AzureDataLakeGen1Datastore |
Azure Data Lake Gen1 datastore configuration. |
| AzureDataLakeGen2Datastore |
Azure Data Lake Gen2 datastore configuration. |
| AzureFileDatastore |
Azure File datastore configuration. |
| BanditPolicy |
Defines an early termination policy based on slack criteria, and a frequency and delay interval for evaluation |
| BatchDeployment | |
| BatchDeploymentProperties |
Batch inference settings per deployment. |
| BatchDeploymentTrackedResourceArmPaginatedResult |
A paginated list of BatchDeployment entities. |
| BatchEndpoint | |
| BatchEndpointDefaults |
Batch endpoint default values |
| BatchEndpointProperties |
Batch endpoint configuration. |
| BatchEndpointTrackedResourceArmPaginatedResult |
A paginated list of BatchEndpoint entities. |
| BatchRetrySettings |
Retry settings for a batch inference operation. |
| BayesianSamplingAlgorithm |
Defines a Sampling Algorithm that generates values based on previous values |
| BuildContext |
Configuration settings for Docker build context |
| CertificateDatastoreCredentials |
Certificate datastore credentials configuration. |
| CertificateDatastoreSecrets |
Datastore certificate secrets. |
| ClusterUpdateParameters |
AmlCompute update parameters. |
| ClusterUpdateProperties |
The properties of a amlCompute that need to be updated. |
| 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. |
| CodeVersion |
Azure Resource Manager resource envelope. |
| CodeVersionProperties |
Code asset version details. |
| CodeVersionResourceArmPaginatedResult |
A paginated list of CodeVersion entities. |
| CommandJob |
Command job definition. |
| CommandJobEnvironmentVariables |
Environment variables included in the job. |
| CommandJobInputs |
Mapping of input data bindings used in the job. |
| CommandJobLimits |
Command Job limit class. |
| CommandJobOutputs |
Mapping of output data bindings used in the job. |
| ComponentContainer |
Azure Resource Manager resource envelope. |
| ComponentContainerProperties |
Component container definition. https://learn.microsoft.com/en-us/azure/machine-learning/reference-yaml-component-command |
| ComponentContainerResourceArmPaginatedResult |
A paginated list of ComponentContainer entities. |
| ComponentVersion |
Azure Resource Manager resource envelope. |
| ComponentVersionComponentSpec |
Defines Component definition details. https://learn.microsoft.com/en-us/azure/machine-learning/reference-yaml-component-command |
| ComponentVersionProperties |
Definition of a component version: defines resources that span component types. |
| ComponentVersionResourceArmPaginatedResult |
A paginated list of ComponentVersion entities. |
| Compute |
Machine Learning compute object. |
| 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. |
| ComputeResource |
Machine Learning compute object wrapped into ARM resource envelope. |
| ComputeResourceSchema | |
| ComputeResourceTags |
Contains resource tags defined as key/value pairs. |
| 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. |
| ComputeStartStopSchedule |
Compute start stop schedule properties |
| ContainerResourceRequirements |
Resource requirements for each container instance within an online deployment. |
| ContainerResourceSettings | |
| CosmosDbSettings | |
| CustomModelJobInput | |
| CustomModelJobOutput | |
| 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 | |
| DataContainer |
Azure Resource Manager resource envelope. |
| DataContainerProperties |
Container for data asset versions. |
| DataContainerResourceArmPaginatedResult |
A paginated list of DataContainer entities. |
| DataFactory |
A DataFactory compute. |
| DataLakeAnalytics |
A DataLakeAnalytics compute. |
| DataLakeAnalyticsSchema | |
| DataLakeAnalyticsSchemaProperties | |
| DataPathAssetReference |
Reference to an asset via its path in a datastore. |
| 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. |
| DataVersionBase |
Azure Resource Manager resource envelope. |
| DataVersionBaseProperties |
Data version base definition |
| DataVersionBaseResourceArmPaginatedResult |
A paginated list of DataVersionBase entities. |
| DefaultScaleSettings | |
| DeploymentLogs | |
| DeploymentLogsRequest | |
| DiagnoseRequestProperties | |
| DiagnoseRequestPropertiesApplicationInsights |
Setting for diagnosing dependent application insights |
| DiagnoseRequestPropertiesContainerRegistry |
Setting for diagnosing dependent container registry |
| DiagnoseRequestPropertiesDnsResolution |
Setting for diagnosing dns resolution |
| DiagnoseRequestPropertiesKeyVault |
Setting for diagnosing dependent key vault |
| DiagnoseRequestPropertiesNsg |
Setting for diagnosing network security group |
| DiagnoseRequestPropertiesOthers |
Setting for diagnosing unclassified category of problems |
| DiagnoseRequestPropertiesResourceLock |
Setting for diagnosing resource lock |
| DiagnoseRequestPropertiesStorageAccount |
Setting for diagnosing dependent storage account |
| DiagnoseRequestPropertiesUdr |
Setting for diagnosing user defined routing |
| DiagnoseResponseResult | |
| DiagnoseResponseResultValue | |
| DiagnoseResult |
Result of Diagnose |
| DiagnoseWorkspaceParameters |
Parameters to diagnose a workspace |
| DistributionConfiguration |
Base definition for job distribution configuration. |
| EarlyTerminationPolicy |
Early termination policies enable canceling poor-performing runs before they complete |
| EncryptionKeyVaultProperties | |
| EncryptionProperty | |
| EndpointAuthKeys |
Keys for endpoint authentication. |
| EndpointAuthToken |
Service Token |
| EndpointDeploymentPropertiesBase |
Base definition for endpoint deployment. |
| EndpointDeploymentPropertiesBaseEnvironmentVariables |
Environment variables configuration for the deployment. |
| EndpointDeploymentPropertiesBaseProperties |
Property dictionary. Properties can be added, but not removed or altered. |
| EndpointPropertiesBase |
Inference Endpoint base definition |
| EndpointPropertiesBaseProperties |
Property dictionary. Properties can be added, but not removed or altered. |
| EnvironmentContainer |
Azure Resource Manager resource envelope. |
| EnvironmentContainerProperties |
Container for environment specification versions. |
| EnvironmentContainerResourceArmPaginatedResult |
A paginated list of EnvironmentContainer entities. |
| EnvironmentVersion |
Azure Resource Manager resource envelope. |
| EnvironmentVersionProperties |
Environment version details. |
| EnvironmentVersionResourceArmPaginatedResult |
A paginated list of EnvironmentVersion entities. |
| 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 | |
| FlavorData |
Model flavor-specific data. |
| FlavorData1 | |
| FqdnEndpoint | |
| FqdnEndpointDetail | |
| FqdnEndpoints | |
| FqdnEndpointsProperties | |
| 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 |
| InferenceContainerProperties | |
| InstanceResourceSchema |
Resource requests/limits for this instance type |
| InstanceTypeSchema |
Instance type schema. |
| InstanceTypeSchemaNodeSelector |
Node Selector |
| 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. |
| JobBaseServices |
List of JobEndpoints. For local jobs, a job endpoint will have an endpoint value of FileStreamObject. |
| JobInput |
Command job definition. |
| JobLimits | |
| JobOutput |
Job output definition container information on where to find job output/logs. |
| JobService |
Job endpoint definition |
| JobServiceProperties |
Additional properties to set on the endpoint. |
| Kubernetes |
A Machine Learning compute based on Kubernetes Compute. |
| KubernetesOnlineDeployment |
Properties specific to a KubernetesOnlineDeployment. |
| KubernetesProperties |
Kubernetes properties |
| KubernetesPropertiesInstanceTypes |
Instance Type Schema |
| KubernetesSchema |
Kubernetes Compute Schema |
| 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. |
| ManagedIdentity |
Managed identity configuration. |
| ManagedIdentityAuthTypeWorkspaceConnectionProperties | |
| ManagedOnlineDeployment |
Properties specific to a ManagedOnlineDeployment. |
| MedianStoppingPolicy |
Defines an early termination policy based on running averages of the primary metric of all runs |
| MlFlowModelJobInput | |
| MlFlowModelJobOutput | |
| MlTableData |
MLTable data definition |
| MlTableJobInput | |
| MlTableJobOutput | |
| ModelContainer |
Azure Resource Manager resource envelope. |
| ModelContainerProperties | |
| ModelContainerResourceArmPaginatedResult |
A paginated list of ModelContainer entities. |
| ModelVersion |
Azure Resource Manager resource envelope. |
| ModelVersionFlavors |
Mapping of model flavors to their properties. |
| ModelVersionProperties |
Model asset version details. |
| ModelVersionResourceArmPaginatedResult |
A paginated list of ModelVersion entities. |
| Mpi |
MPI distribution configuration. |
| NodeStateCounts |
Counts of various compute node states on the amlCompute. |
| NoneAuthTypeWorkspaceConnectionProperties | |
| NoneDatastoreCredentials |
Empty/none datastore credentials. |
| NotebookAccessTokenResult | |
| NotebookPreparationError | |
| NotebookResourceInfo | |
| Objective |
Optimization objective. |
| OnlineDeployment | |
| OnlineDeploymentProperties | |
| OnlineDeploymentTrackedResourceArmPaginatedResult |
A paginated list of OnlineDeployment entities. |
| OnlineEndpoint | |
| OnlineEndpointProperties |
Online endpoint configuration |
| OnlineEndpointTrackedResourceArmPaginatedResult |
A paginated list of OnlineEndpoint entities. |
| OnlineEndpointTraffic |
Percentage of traffic from endpoint to divert to each deployment. Traffic values need to sum to 100. |
| OnlineRequestSettings |
Online deployment scoring requests configuration. |
| OnlineScaleSettings |
Online deployment scaling configuration. |
| OutputPathAssetReference |
Reference to an asset via its path in a job output. |
| 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. |
| PartialBatchDeploymentPartialMinimalTrackedResourceWithPropertiesTags |
Resource tags. |
| PartialManagedServiceIdentity |
Managed service identity (system assigned and/or user assigned identities) |
| PartialManagedServiceIdentityUserAssignedIdentities |
The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests. |
| PartialMinimalTrackedResource |
Strictly used in update requests. |
| PartialMinimalTrackedResourceTags |
Resource tags. |
| PartialMinimalTrackedResourceWithIdentity |
Strictly used in update requests. |
| PartialMinimalTrackedResourceWithSku |
Strictly used in update requests. |
| PartialSku |
Common SKU definition. |
| Password | |
| PatAuthTypeWorkspaceConnectionProperties | |
| PersonalComputeInstanceSettings |
Settings for a personal compute instance. |
| PipelineJob |
Pipeline Job definition: defines generic to MFE attributes. |
| PipelineJobInputs |
Inputs for the pipeline job. |
| PipelineJobJobs |
Jobs construct the Pipeline Job. |
| PipelineJobOutputs |
Outputs for the pipeline job |
| PrivateEndpoint |
The Private Endpoint resource. |
| PrivateEndpointConnection |
The Private Endpoint Connection resource. |
| PrivateEndpointConnectionListResult |
List of private endpoint connection associated with the specified workspace |
| PrivateEndpointConnectionProperties |
Properties of the PrivateEndpointConnectProperties. |
| PrivateEndpointConnectionTags |
Contains resource tags defined as key/value pairs. |
| PrivateLinkResource |
A private link resource |
| PrivateLinkResourceListResult |
A list of private link resources |
| PrivateLinkResourceProperties |
Properties of a private link resource. |
| PrivateLinkResourceTags |
Contains resource tags defined as key/value pairs. |
| PrivateLinkServiceConnectionState |
A collection of information about the state of the connection between service consumer and provider. |
| ProbeSettings |
Deployment container liveness/readiness probe configuration. |
| PyTorch |
PyTorch distribution configuration. |
| QuotaBaseProperties |
The properties for Quota update or retrieval. |
| QuotaUpdateParameters |
Quota update parameters. |
| RandomSamplingAlgorithm |
Defines a Sampling Algorithm that generates values randomly |
| RegenerateEndpointKeysRequest | |
| RegistryListCredentialsResult | |
| ResourceBase | |
| ResourceBaseProperties |
The asset property dictionary. |
| ResourceBaseTags |
Tag dictionary. Tags can be added, removed, and updated. |
| ResourceConfiguration | |
| ResourceConfigurationProperties |
Additional properties bag. |
| 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. |
| Route | |
| SamplingAlgorithm |
The Sampling Algorithm used to generate hyperparameter values, along with properties to configure the algorithm |
| SasAuthTypeWorkspaceConnectionProperties | |
| SasDatastoreCredentials |
SAS datastore credentials configuration. |
| SasDatastoreSecrets |
Datastore SAS secrets. |
| ScaleSettings |
scale settings for AML Compute |
| ScaleSettingsInformation |
Desired scale settings for the amlCompute. |
| ScheduleBase | |
| ScriptReference |
Script reference |
| ScriptsToExecute |
Customized setup scripts |
| ServiceManagedResourcesSettings | |
| ServicePrincipalDatastoreCredentials |
Service Principal datastore credentials configuration. |
| ServicePrincipalDatastoreSecrets |
Datastore Service Principal secrets. |
| SetupScripts |
Details of customized scripts to execute for setting up the cluster. |
| SharedPrivateLinkResource | |
| SharedPrivateLinkResourceProperty |
Properties of a shared private link resource. |
| 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. |
| SslConfiguration |
The ssl configuration for scoring |
| SweepJob |
Sweep job definition. |
| SweepJobInputs |
Mapping of input data bindings used in the job. |
| SweepJobLimits |
Sweep Job limit class. |
| SweepJobOutputs |
Mapping of output data bindings used in the job. |
| SynapseSpark |
A SynapseSpark compute. |
| SynapseSparkProperties | |
| SystemService |
A system service running on a compute. |
| TargetUtilizationScaleSettings | |
| TensorFlow |
TensorFlow distribution configuration. |
| TrialComponent |
Trial component definition. |
| TrialComponentEnvironmentVariables |
Environment variables included in the job. |
| TritonModelJobInput | |
| TritonModelJobOutput | |
| 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 | |
| UriFileJobOutput | |
| UriFolderDataVersion |
uri-folder data version entity |
| UriFolderJobInput | |
| UriFolderJobOutput | |
| Usage |
Describes AML Resource Usage. |
| UsageName |
The Usage Names. |
| UserAccountCredentials |
Settings for user account that gets created on each on the nodes of a compute. |
| 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. |
| VirtualMachineSshCredentials |
Admin credentials for virtual machine |
| Workspace |
An object that represents a machine learning workspace. |
| WorkspaceConnectionManagedIdentity | |
| WorkspaceConnectionPersonalAccessToken | |
| WorkspaceConnectionPropertiesV2 | |
| WorkspaceConnectionPropertiesV2BasicResource | |
| WorkspaceConnectionPropertiesV2BasicResourceArmPaginatedResult | |
| WorkspaceConnectionSharedAccessSignature | |
| WorkspaceConnectionUsernamePassword | |
| WorkspaceListResult |
The result of a request to list machine learning workspaces. |
| WorkspaceProperties |
The properties of a machine learning workspace. |
| WorkspacePropertiesUpdateParameters |
The parameters for updating the properties of a machine learning workspace. |
| WorkspaceTags |
Contains resource tags defined as key/value pairs. |
| WorkspaceUpdateParameters |
The parameters for updating a machine learning workspace. |
| WorkspaceUpdateParametersTags |
The resource tags for the machine learning workspace. |