pulumi-azure-native-kotlin/com.pulumi.azurenative.machinelearningservices.kotlin.outputs/BatchDeploymentResponse

BatchDeploymentResponse

data class BatchDeploymentResponse(val codeConfiguration: CodeConfigurationResponse? = null, val compute: ComputeConfigurationResponse? = null, val description: String? = null, val environmentId: String? = null, val environmentVariables: Map<String, String>? = null, val errorThreshold: Int? = null, val loggingLevel: String? = null, val miniBatchSize: Double? = null, val model: Any? = null, val outputConfiguration: BatchOutputConfigurationResponse? = null, val partitionKeys: List<String>? = null, val properties: Map<String, String>? = null, val retrySettings: BatchRetrySettingsResponse? = null)

Batch inference settings per deployment.

Constructors

constructor(codeConfiguration: CodeConfigurationResponse? = null, compute: ComputeConfigurationResponse? = null, description: String? = null, environmentId: String? = null, environmentVariables: Map<String, String>? = null, errorThreshold: Int? = null, loggingLevel: String? = null, miniBatchSize: Double? = null, model: Any? = null, outputConfiguration: BatchOutputConfigurationResponse? = null, partitionKeys: List<String>? = null, properties: Map<String, String>? = null, retrySettings: BatchRetrySettingsResponse? = null)

Types

Companion

object Companion

Properties

codeConfiguration

val codeConfiguration: CodeConfigurationResponse? = null

Code configuration for the endpoint deployment.

compute

val compute: ComputeConfigurationResponse? = null

Configuration for compute binding.

description

val description: String? = null

Description of the endpoint deployment.

environmentId

val environmentId: String? = null

ARM resource ID of the environment specification for the endpoint deployment.

environmentVariables

val environmentVariables: Map<String, String>? = null

Environment variables configuration for the deployment.

errorThreshold

val errorThreshold: Int? = null

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

val loggingLevel: String? = null

Logging level for batch inference operation.

miniBatchSize

val miniBatchSize: Double? = null

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

val model: Any? = null

Reference to the model asset for the endpoint deployment.

outputConfiguration

val outputConfiguration: BatchOutputConfigurationResponse? = null

Output configuration for the batch inference operation.

partitionKeys

val partitionKeys: List<String>? = null

Partition keys list used for Named partitioning.

properties

val properties: Map<String, String>? = null

Property dictionary. Properties can be added, but not removed or altered.

retrySettings

val retrySettings: BatchRetrySettingsResponse? = null

Retry Settings for the batch inference operation.