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IBatchDeployment Interface

Definition

Namespace:

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501

Assembly:

Az.MachineLearningServices.private.dll

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.BatchDeploymentTypeConverter))]
public interface IBatchDeployment : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api30.ITrackedResource

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.BatchDeploymentTypeConverter))>]
type IBatchDeployment = interface
    interface IJsonSerializable
    interface ITrackedResource
    interface IResource

Public Interface IBatchDeployment
Implements ITrackedResource

Derived

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20220501.BatchDeployment

Attributes

TypeConverterAttribute

Implements

IResource ITrackedResource IJsonSerializable

Properties

AzureAsyncOperation
CodeConfigurationCodeId	ARM resource ID of the code asset.
CodeConfigurationScoringScript	[Required] The script to execute on startup. eg. "score.py"
Compute	Compute target for batch inference operation.
Description	Description of the endpoint deployment.
EndpointDeploymentPropertiesBaseProperty	Property dictionary. Properties can be added, but not removed or altered.
EnvironmentId	ARM resource ID or AssetId of the environment specification for the endpoint deployment.
EnvironmentVariable	Environment variables configuration for the deployment.
ErrorThreshold	Error threshold, if the error count for the entire input goes above this value, the batch inference will be aborted. Range is [-1, int.MaxValue]. For FileDataset, this value is the count of file failures. For TabularDataset, this value is the count of record failures. If set to -1 (the lower bound), all failures during batch inference will be ignored.
Id	Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName} (Inherited from IResource)
IdentityPrincipalId	The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
IdentityTenantId	The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
IdentityType	Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
IdentityUserAssignedIdentity	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.
Kind	Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
Location	The geo-location where the resource lives (Inherited from ITrackedResource)
LoggingLevel	Logging level for batch inference operation.
MaxConcurrencyPerInstance	Indicates maximum number of parallelism per instance.
MiniBatchSize	Size of the mini-batch passed to each batch invocation. For FileDataset, this is the number of files per mini-batch. For TabularDataset, this is the size of the records in bytes, per mini-batch.
ModelReferenceType	[Required] Specifies the type of asset reference.
Name	The name of the resource (Inherited from IResource)
OutputAction	Indicates how the output will be organized.
OutputFileName	Customized output file name for append_row output action.
ProvisioningState	Provisioning state for the endpoint deployment.
ResourceInstanceCount	Optional number of instances or nodes used by the compute target.
ResourceInstanceType	Optional type of VM used as supported by the compute target.
ResourceProperty	Additional properties bag.
RetrySettingMaxRetry	Maximum retry count for a mini-batch
RetrySettingTimeout	Invocation timeout for a mini-batch, in ISO 8601 format.
SkuCapacity	If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
SkuFamily	If the service has different generations of hardware, for the same SKU, then that can be captured here.
SkuName	The name of the SKU. Ex - P3. It is typically a letter+number code
SkuSize	The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
SkuTier	This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
SystemDataCreatedAt	The timestamp of resource creation (UTC). (Inherited from IResource)
SystemDataCreatedBy	The identity that created the resource. (Inherited from IResource)
SystemDataCreatedByType	The type of identity that created the resource. (Inherited from IResource)
SystemDataLastModifiedAt	The timestamp of resource last modification (UTC) (Inherited from IResource)
SystemDataLastModifiedBy	The identity that last modified the resource. (Inherited from IResource)
SystemDataLastModifiedByType	The type of identity that last modified the resource. (Inherited from IResource)
Tag	Resource tags. (Inherited from ITrackedResource)
Type	The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts" (Inherited from IResource)
XmsAsyncOperationTimeout

Methods

ToJson(JsonObject, SerializationMode)

(Inherited from IJsonSerializable)