BatchDeployment Class

Reference

Definition

Namespace:: Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401

Assembly:: Az.MachineLearningServices.private.dll

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.

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.BatchDeploymentTypeConverter))]
public class BatchDeployment : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IBatchDeployment, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IHeaderSerializable, Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Runtime.IValidates

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.BatchDeploymentTypeConverter))>]
type BatchDeployment = class
    interface IBatchDeployment
    interface IJsonSerializable
    interface ITrackedResource
    interface IResource
    interface IValidates
    interface IHeaderSerializable

Public Class BatchDeployment
Implements IBatchDeployment, IHeaderSerializable, IValidates

Inheritance: Object
BatchDeployment

Attributes: TypeConverterAttribute

Implements: IBatchDeployment IResource ITrackedResource IHeaderSerializable IJsonSerializable IValidates

Constructors

BatchDeployment()

Creates an new BatchDeployment instance.

Properties

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.
DeploymentConfigurationType	[Required] The type of the deployment
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}
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
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.
Model	Reference to the model asset for the endpoint deployment.
Name	The name of the resource
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.
ResourceGroupName	Gets the resource group name
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.
SystemData	Azure Resource Manager metadata containing createdBy and modifiedBy information.
SystemDataCreatedAt	The timestamp of resource creation (UTC).
SystemDataCreatedBy	The identity that created the resource.
SystemDataCreatedByType	The type of identity that created the resource.
SystemDataLastModifiedAt	The timestamp of resource last modification (UTC)
SystemDataLastModifiedBy	The identity that last modified the resource.
SystemDataLastModifiedByType	The type of identity that last modified the resource.
Tag	Resource tags.
Type	The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
XmsAsyncOperationTimeout

Methods

DeserializeFromDictionary(IDictionary)	Deserializes a IDictionary into an instance of BatchDeployment.
DeserializeFromPSObject(PSObject)	Deserializes a PSObject into an instance of BatchDeployment.
FromJson(JsonNode)	Deserializes a JsonNode into an instance of Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IBatchDeployment.
FromJsonString(String)	Creates a new instance of BatchDeployment, deserializing the content from a json string.
ToJson(JsonObject, SerializationMode)	Serializes this instance of BatchDeployment into a JsonNode.
ToJsonString()	Serializes this instance to a json string.
ToString()
Validate(IEventListener)	Validates that this object meets the validation criteria.

Explicit Interface Implementations

IHeaderSerializable.ReadHeaders(HttpResponseHeaders)

Applies to

Share via