Package com.azure.resourcemanager.machinelearning.models

Class BatchDeploymentDetails

    • Constructor Detail

      • BatchDeploymentDetails

        public BatchDeploymentDetails()

    • Method Detail

      • compute

        public String compute()
        Get the compute property: Compute target for batch inference operation.
        Returns:
        the compute value.

      • withCompute

        public BatchDeploymentDetails withCompute​(String compute)
        Set the compute property: Compute target for batch inference operation.
        Parameters:
        compute - the compute value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • errorThreshold

        public Integer errorThreshold()
        Get the errorThreshold property: 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.
        Returns:
        the errorThreshold value.

      • withErrorThreshold

        public BatchDeploymentDetails withErrorThreshold​(Integer errorThreshold)
        Set the errorThreshold property: 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.
        Parameters:
        errorThreshold - the errorThreshold value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • loggingLevel

        public BatchLoggingLevel loggingLevel()
        Get the loggingLevel property: Logging level for batch inference operation.
        Returns:
        the loggingLevel value.

      • withLoggingLevel

        public BatchDeploymentDetails withLoggingLevel​(BatchLoggingLevel loggingLevel)
        Set the loggingLevel property: Logging level for batch inference operation.
        Parameters:
        loggingLevel - the loggingLevel value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • maxConcurrencyPerInstance

        public Integer maxConcurrencyPerInstance()
        Get the maxConcurrencyPerInstance property: Indicates maximum number of parallelism per instance.
        Returns:
        the maxConcurrencyPerInstance value.

      • withMaxConcurrencyPerInstance

        public BatchDeploymentDetails withMaxConcurrencyPerInstance​(Integer maxConcurrencyPerInstance)
        Set the maxConcurrencyPerInstance property: Indicates maximum number of parallelism per instance.
        Parameters:
        maxConcurrencyPerInstance - the maxConcurrencyPerInstance value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • miniBatchSize

        public Long miniBatchSize()
        Get the miniBatchSize property: 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.
        Returns:
        the miniBatchSize value.

      • withMiniBatchSize

        public BatchDeploymentDetails withMiniBatchSize​(Long miniBatchSize)
        Set the miniBatchSize property: 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.
        Parameters:
        miniBatchSize - the miniBatchSize value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • model

        public AssetReferenceBase model()
        Get the model property: Reference to the model asset for the endpoint deployment.
        Returns:
        the model value.

      • withModel

        public BatchDeploymentDetails withModel​(AssetReferenceBase model)
        Set the model property: Reference to the model asset for the endpoint deployment.
        Parameters:
        model - the model value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • outputAction

        public BatchOutputAction outputAction()
        Get the outputAction property: Indicates how the output will be organized.
        Returns:
        the outputAction value.

      • withOutputAction

        public BatchDeploymentDetails withOutputAction​(BatchOutputAction outputAction)
        Set the outputAction property: Indicates how the output will be organized.
        Parameters:
        outputAction - the outputAction value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • outputFileName

        public String outputFileName()
        Get the outputFileName property: Customized output file name for append_row output action.
        Returns:
        the outputFileName value.

      • withOutputFileName

        public BatchDeploymentDetails withOutputFileName​(String outputFileName)
        Set the outputFileName property: Customized output file name for append_row output action.
        Parameters:
        outputFileName - the outputFileName value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • provisioningState

        public DeploymentProvisioningState provisioningState()
        Get the provisioningState property: Provisioning state for the endpoint deployment.
        Returns:
        the provisioningState value.

      • resources

        public ResourceConfiguration resources()
        Get the resources property: Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.
        Returns:
        the resources value.

      • withResources

        public BatchDeploymentDetails withResources​(ResourceConfiguration resources)
        Set the resources property: Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.
        Parameters:
        resources - the resources value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • retrySettings

        public BatchRetrySettings retrySettings()
        Get the retrySettings property: Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.
        Returns:
        the retrySettings value.

      • withRetrySettings

        public BatchDeploymentDetails withRetrySettings​(BatchRetrySettings retrySettings)
        Set the retrySettings property: Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.
        Parameters:
        retrySettings - the retrySettings value to set.
        Returns:
        the BatchDeploymentDetails object itself.

      • withEnvironmentId

        public BatchDeploymentDetails withEnvironmentId​(String environmentId)
        Set the environmentId property: ARM resource ID of the environment specification for the endpoint deployment.
        Overrides:
        withEnvironmentId in class EndpointDeploymentPropertiesBase
        Parameters:
        environmentId - the environmentId value to set.
        Returns:
        the EndpointDeploymentPropertiesBase object itself.