Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501 Namespace
Important
Some information relates to prerelease product that may be substantially modified before it’s released. Microsoft makes no warranties, express or implied, with respect to the information provided here.
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. |