IBatchDeploymentProperties Interface

Definition

Namespace:

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

Assembly:

Az.MachineLearningServices.private.dll

[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.BatchDeploymentPropertiesTypeConverter))]
public interface IBatchDeploymentProperties : Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.IEndpointDeploymentPropertiesBase

[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.BatchDeploymentPropertiesTypeConverter))>]
type IBatchDeploymentProperties = interface
    interface IJsonSerializable
    interface IEndpointDeploymentPropertiesBase

Public Interface IBatchDeploymentProperties
Implements IEndpointDeploymentPropertiesBase

Derived

Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Models.Api20240401.BatchDeploymentProperties

Attributes

TypeConverterAttribute

Implements

IEndpointDeploymentPropertiesBase IJsonSerializable

Properties

CodeConfigurationCodeId	ARM resource ID of the code asset. (Inherited from IEndpointDeploymentPropertiesBase)
CodeConfigurationScoringScript	[Required] The script to execute on startup. eg. "score.py" (Inherited from IEndpointDeploymentPropertiesBase)
Compute	Compute target for batch inference operation.
DeploymentConfigurationType	[Required] The type of the deployment
Description	Description of the endpoint deployment. (Inherited from IEndpointDeploymentPropertiesBase)
EnvironmentId	ARM resource ID or AssetId of the environment specification for the endpoint deployment. (Inherited from IEndpointDeploymentPropertiesBase)
EnvironmentVariable	Environment variables configuration for the deployment. (Inherited from IEndpointDeploymentPropertiesBase)
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.
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.
OutputAction	Indicates how the output will be organized.
OutputFileName	Customized output file name for append_row output action.
Property	Property dictionary. Properties can be added, but not removed or altered. (Inherited from IEndpointDeploymentPropertiesBase)
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.

Methods

ToJson(JsonObject, SerializationMode)

(Inherited from IJsonSerializable)