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IBatchDeployment Interface

Definition

[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
Attributes
Implements

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)

Applies to