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This is the latest version of Azure Native. Use the Azure Native v1 docs if using the v1 version of this package.
Azure Native v2.8.0 published on Monday, Sep 18, 2023 by Pulumi

azure-native.machinelearningservices.BatchDeployment

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This is the latest version of Azure Native. Use the Azure Native v1 docs if using the v1 version of this package.
Azure Native v2.8.0 published on Monday, Sep 18, 2023 by Pulumi

    Azure REST API version: 2023-04-01. Prior API version in Azure Native 1.x: 2021-03-01-preview

    Import

    An existing resource can be imported using its type token, name, and identifier, e.g.

    $ pulumi import azure-native:machinelearningservices:BatchDeployment string /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/batchEndpoints/{endpointName}/deployments/{deploymentName} 
    

    Create BatchDeployment Resource

    new BatchDeployment(name: string, args: BatchDeploymentArgs, opts?: CustomResourceOptions);
    @overload
    def BatchDeployment(resource_name: str,
                        opts: Optional[ResourceOptions] = None,
                        batch_deployment_properties: Optional[BatchDeploymentArgs] = None,
                        deployment_name: Optional[str] = None,
                        endpoint_name: Optional[str] = None,
                        identity: Optional[ManagedServiceIdentityArgs] = None,
                        kind: Optional[str] = None,
                        location: Optional[str] = None,
                        resource_group_name: Optional[str] = None,
                        sku: Optional[SkuArgs] = None,
                        tags: Optional[Mapping[str, str]] = None,
                        workspace_name: Optional[str] = None)
    @overload
    def BatchDeployment(resource_name: str,
                        args: BatchDeploymentInitArgs,
                        opts: Optional[ResourceOptions] = None)
    func NewBatchDeployment(ctx *Context, name string, args BatchDeploymentArgs, opts ...ResourceOption) (*BatchDeployment, error)
    public BatchDeployment(string name, BatchDeploymentArgs args, CustomResourceOptions? opts = null)
    public BatchDeployment(String name, BatchDeploymentArgs args)
    public BatchDeployment(String name, BatchDeploymentArgs args, CustomResourceOptions options)
    
    type: azure-native:machinelearningservices:BatchDeployment
    properties: # The arguments to resource properties.
    options: # Bag of options to control resource's behavior.
    
    
    name string
    The unique name of the resource.
    args BatchDeploymentArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    resource_name str
    The unique name of the resource.
    args BatchDeploymentInitArgs
    The arguments to resource properties.
    opts ResourceOptions
    Bag of options to control resource's behavior.
    ctx Context
    Context object for the current deployment.
    name string
    The unique name of the resource.
    args BatchDeploymentArgs
    The arguments to resource properties.
    opts ResourceOption
    Bag of options to control resource's behavior.
    name string
    The unique name of the resource.
    args BatchDeploymentArgs
    The arguments to resource properties.
    opts CustomResourceOptions
    Bag of options to control resource's behavior.
    name String
    The unique name of the resource.
    args BatchDeploymentArgs
    The arguments to resource properties.
    options CustomResourceOptions
    Bag of options to control resource's behavior.

    BatchDeployment Resource Properties

    To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

    Inputs

    The BatchDeployment resource accepts the following input properties:

    BatchDeploymentProperties Pulumi.AzureNative.MachineLearningServices.Inputs.BatchDeployment

    [Required] Additional attributes of the entity.

    EndpointName string

    Inference endpoint name

    ResourceGroupName string

    The name of the resource group. The name is case insensitive.

    WorkspaceName string

    Name of Azure Machine Learning workspace.

    DeploymentName string

    The identifier for the Batch inference deployment.

    Identity Pulumi.AzureNative.MachineLearningServices.Inputs.ManagedServiceIdentity

    Managed service identity (system assigned and/or user assigned identities)

    Kind string

    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

    Location string

    The geo-location where the resource lives

    Sku Pulumi.AzureNative.MachineLearningServices.Inputs.Sku

    Sku details required for ARM contract for Autoscaling.

    Tags Dictionary<string, string>

    Resource tags.

    BatchDeploymentProperties BatchDeploymentTypeArgs

    [Required] Additional attributes of the entity.

    EndpointName string

    Inference endpoint name

    ResourceGroupName string

    The name of the resource group. The name is case insensitive.

    WorkspaceName string

    Name of Azure Machine Learning workspace.

    DeploymentName string

    The identifier for the Batch inference deployment.

    Identity ManagedServiceIdentityArgs

    Managed service identity (system assigned and/or user assigned identities)

    Kind string

    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

    Location string

    The geo-location where the resource lives

    Sku SkuArgs

    Sku details required for ARM contract for Autoscaling.

    Tags map[string]string

    Resource tags.

    batchDeploymentProperties BatchDeployment

    [Required] Additional attributes of the entity.

    endpointName String

    Inference endpoint name

    resourceGroupName String

    The name of the resource group. The name is case insensitive.

    workspaceName String

    Name of Azure Machine Learning workspace.

    deploymentName String

    The identifier for the Batch inference deployment.

    identity ManagedServiceIdentity

    Managed service identity (system assigned and/or user assigned identities)

    kind String

    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

    location String

    The geo-location where the resource lives

    sku Sku

    Sku details required for ARM contract for Autoscaling.

    tags Map<String,String>

    Resource tags.

    batchDeploymentProperties BatchDeployment

    [Required] Additional attributes of the entity.

    endpointName string

    Inference endpoint name

    resourceGroupName string

    The name of the resource group. The name is case insensitive.

    workspaceName string

    Name of Azure Machine Learning workspace.

    deploymentName string

    The identifier for the Batch inference deployment.

    identity ManagedServiceIdentity

    Managed service identity (system assigned and/or user assigned identities)

    kind string

    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

    location string

    The geo-location where the resource lives

    sku Sku

    Sku details required for ARM contract for Autoscaling.

    tags {[key: string]: string}

    Resource tags.

    batch_deployment_properties BatchDeploymentArgs

    [Required] Additional attributes of the entity.

    endpoint_name str

    Inference endpoint name

    resource_group_name str

    The name of the resource group. The name is case insensitive.

    workspace_name str

    Name of Azure Machine Learning workspace.

    deployment_name str

    The identifier for the Batch inference deployment.

    identity ManagedServiceIdentityArgs

    Managed service identity (system assigned and/or user assigned identities)

    kind str

    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

    location str

    The geo-location where the resource lives

    sku SkuArgs

    Sku details required for ARM contract for Autoscaling.

    tags Mapping[str, str]

    Resource tags.

    batchDeploymentProperties Property Map

    [Required] Additional attributes of the entity.

    endpointName String

    Inference endpoint name

    resourceGroupName String

    The name of the resource group. The name is case insensitive.

    workspaceName String

    Name of Azure Machine Learning workspace.

    deploymentName String

    The identifier for the Batch inference deployment.

    identity Property Map

    Managed service identity (system assigned and/or user assigned identities)

    kind String

    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.

    location String

    The geo-location where the resource lives

    sku Property Map

    Sku details required for ARM contract for Autoscaling.

    tags Map<String>

    Resource tags.

    Outputs

    All input properties are implicitly available as output properties. Additionally, the BatchDeployment resource produces the following output properties:

    Id string

    The provider-assigned unique ID for this managed resource.

    Name string

    The name of the resource

    SystemData Pulumi.AzureNative.MachineLearningServices.Outputs.SystemDataResponse

    Azure Resource Manager metadata containing createdBy and modifiedBy information.

    Type string

    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

    Id string

    The provider-assigned unique ID for this managed resource.

    Name string

    The name of the resource

    SystemData SystemDataResponse

    Azure Resource Manager metadata containing createdBy and modifiedBy information.

    Type string

    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

    id String

    The provider-assigned unique ID for this managed resource.

    name String

    The name of the resource

    systemData SystemDataResponse

    Azure Resource Manager metadata containing createdBy and modifiedBy information.

    type String

    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

    id string

    The provider-assigned unique ID for this managed resource.

    name string

    The name of the resource

    systemData SystemDataResponse

    Azure Resource Manager metadata containing createdBy and modifiedBy information.

    type string

    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

    id str

    The provider-assigned unique ID for this managed resource.

    name str

    The name of the resource

    system_data SystemDataResponse

    Azure Resource Manager metadata containing createdBy and modifiedBy information.

    type str

    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

    id String

    The provider-assigned unique ID for this managed resource.

    name String

    The name of the resource

    systemData Property Map

    Azure Resource Manager metadata containing createdBy and modifiedBy information.

    type String

    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"

    Supporting Types

    BatchDeployment, BatchDeploymentArgs

    CodeConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.CodeConfiguration

    Code configuration for the endpoint deployment.

    Compute string

    Compute target for batch inference operation.

    Description string

    Description of the endpoint deployment.

    EnvironmentId string

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

    EnvironmentVariables Dictionary<string, string>

    Environment variables configuration for the deployment.

    ErrorThreshold int

    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 string | Pulumi.AzureNative.MachineLearningServices.BatchLoggingLevel

    Logging level for batch inference operation.

    MaxConcurrencyPerInstance int

    Indicates maximum number of parallelism per instance.

    MiniBatchSize double

    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 Pulumi.AzureNative.MachineLearningServices.Inputs.DataPathAssetReference | Pulumi.AzureNative.MachineLearningServices.Inputs.IdAssetReference | Pulumi.AzureNative.MachineLearningServices.Inputs.OutputPathAssetReference

    Reference to the model asset for the endpoint deployment.

    OutputAction string | Pulumi.AzureNative.MachineLearningServices.BatchOutputAction

    Indicates how the output will be organized.

    OutputFileName string

    Customized output file name for append_row output action.

    Properties Dictionary<string, string>

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

    Resources Pulumi.AzureNative.MachineLearningServices.Inputs.DeploymentResourceConfiguration

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    RetrySettings Pulumi.AzureNative.MachineLearningServices.Inputs.BatchRetrySettings

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    CodeConfiguration CodeConfiguration

    Code configuration for the endpoint deployment.

    Compute string

    Compute target for batch inference operation.

    Description string

    Description of the endpoint deployment.

    EnvironmentId string

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

    EnvironmentVariables map[string]string

    Environment variables configuration for the deployment.

    ErrorThreshold int

    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 string | BatchLoggingLevel

    Logging level for batch inference operation.

    MaxConcurrencyPerInstance int

    Indicates maximum number of parallelism per instance.

    MiniBatchSize float64

    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 DataPathAssetReference | IdAssetReference | OutputPathAssetReference

    Reference to the model asset for the endpoint deployment.

    OutputAction string | BatchOutputAction

    Indicates how the output will be organized.

    OutputFileName string

    Customized output file name for append_row output action.

    Properties map[string]string

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

    Resources DeploymentResourceConfiguration

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    RetrySettings BatchRetrySettings

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    codeConfiguration CodeConfiguration

    Code configuration for the endpoint deployment.

    compute String

    Compute target for batch inference operation.

    description String

    Description of the endpoint deployment.

    environmentId String

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

    environmentVariables Map<String,String>

    Environment variables configuration for the deployment.

    errorThreshold Integer

    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 String | BatchLoggingLevel

    Logging level for batch inference operation.

    maxConcurrencyPerInstance Integer

    Indicates maximum number of parallelism per instance.

    miniBatchSize Double

    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 DataPathAssetReference | IdAssetReference | OutputPathAssetReference

    Reference to the model asset for the endpoint deployment.

    outputAction String | BatchOutputAction

    Indicates how the output will be organized.

    outputFileName String

    Customized output file name for append_row output action.

    properties Map<String,String>

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

    resources DeploymentResourceConfiguration

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    retrySettings BatchRetrySettings

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    codeConfiguration CodeConfiguration

    Code configuration for the endpoint deployment.

    compute string

    Compute target for batch inference operation.

    description string

    Description of the endpoint deployment.

    environmentId string

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

    environmentVariables {[key: string]: string}

    Environment variables configuration for the deployment.

    errorThreshold number

    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 string | BatchLoggingLevel

    Logging level for batch inference operation.

    maxConcurrencyPerInstance number

    Indicates maximum number of parallelism per instance.

    miniBatchSize number

    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 DataPathAssetReference | IdAssetReference | OutputPathAssetReference

    Reference to the model asset for the endpoint deployment.

    outputAction string | BatchOutputAction

    Indicates how the output will be organized.

    outputFileName string

    Customized output file name for append_row output action.

    properties {[key: string]: string}

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

    resources DeploymentResourceConfiguration

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    retrySettings BatchRetrySettings

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    code_configuration CodeConfiguration

    Code configuration for the endpoint deployment.

    compute str

    Compute target for batch inference operation.

    description str

    Description of the endpoint deployment.

    environment_id str

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

    environment_variables Mapping[str, str]

    Environment variables configuration for the deployment.

    error_threshold int

    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.

    logging_level str | BatchLoggingLevel

    Logging level for batch inference operation.

    max_concurrency_per_instance int

    Indicates maximum number of parallelism per instance.

    mini_batch_size float

    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 DataPathAssetReference | IdAssetReference | OutputPathAssetReference

    Reference to the model asset for the endpoint deployment.

    output_action str | BatchOutputAction

    Indicates how the output will be organized.

    output_file_name str

    Customized output file name for append_row output action.

    properties Mapping[str, str]

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

    resources DeploymentResourceConfiguration

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    retry_settings BatchRetrySettings

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    codeConfiguration Property Map

    Code configuration for the endpoint deployment.

    compute String

    Compute target for batch inference operation.

    description String

    Description of the endpoint deployment.

    environmentId String

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

    environmentVariables Map<String>

    Environment variables configuration for the deployment.

    errorThreshold Number

    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 String | "Info" | "Warning" | "Debug"

    Logging level for batch inference operation.

    maxConcurrencyPerInstance Number

    Indicates maximum number of parallelism per instance.

    miniBatchSize Number

    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 Property Map | Property Map | Property Map

    Reference to the model asset for the endpoint deployment.

    outputAction String | "SummaryOnly" | "AppendRow"

    Indicates how the output will be organized.

    outputFileName String

    Customized output file name for append_row output action.

    properties Map<String>

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

    resources Property Map

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    retrySettings Property Map

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    BatchDeploymentResponse, BatchDeploymentResponseArgs

    ProvisioningState string

    Provisioning state for the endpoint deployment.

    CodeConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.CodeConfigurationResponse

    Code configuration for the endpoint deployment.

    Compute string

    Compute target for batch inference operation.

    Description string

    Description of the endpoint deployment.

    EnvironmentId string

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

    EnvironmentVariables Dictionary<string, string>

    Environment variables configuration for the deployment.

    ErrorThreshold int

    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 string

    Logging level for batch inference operation.

    MaxConcurrencyPerInstance int

    Indicates maximum number of parallelism per instance.

    MiniBatchSize double

    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 Pulumi.AzureNative.MachineLearningServices.Inputs.DataPathAssetReferenceResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.IdAssetReferenceResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.OutputPathAssetReferenceResponse

    Reference to the model asset for the endpoint deployment.

    OutputAction string

    Indicates how the output will be organized.

    OutputFileName string

    Customized output file name for append_row output action.

    Properties Dictionary<string, string>

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

    Resources Pulumi.AzureNative.MachineLearningServices.Inputs.DeploymentResourceConfigurationResponse

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    RetrySettings Pulumi.AzureNative.MachineLearningServices.Inputs.BatchRetrySettingsResponse

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    ProvisioningState string

    Provisioning state for the endpoint deployment.

    CodeConfiguration CodeConfigurationResponse

    Code configuration for the endpoint deployment.

    Compute string

    Compute target for batch inference operation.

    Description string

    Description of the endpoint deployment.

    EnvironmentId string

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

    EnvironmentVariables map[string]string

    Environment variables configuration for the deployment.

    ErrorThreshold int

    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 string

    Logging level for batch inference operation.

    MaxConcurrencyPerInstance int

    Indicates maximum number of parallelism per instance.

    MiniBatchSize float64

    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 DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

    Reference to the model asset for the endpoint deployment.

    OutputAction string

    Indicates how the output will be organized.

    OutputFileName string

    Customized output file name for append_row output action.

    Properties map[string]string

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

    Resources DeploymentResourceConfigurationResponse

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    RetrySettings BatchRetrySettingsResponse

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    provisioningState String

    Provisioning state for the endpoint deployment.

    codeConfiguration CodeConfigurationResponse

    Code configuration for the endpoint deployment.

    compute String

    Compute target for batch inference operation.

    description String

    Description of the endpoint deployment.

    environmentId String

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

    environmentVariables Map<String,String>

    Environment variables configuration for the deployment.

    errorThreshold Integer

    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 String

    Logging level for batch inference operation.

    maxConcurrencyPerInstance Integer

    Indicates maximum number of parallelism per instance.

    miniBatchSize Double

    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 DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

    Reference to the model asset for the endpoint deployment.

    outputAction String

    Indicates how the output will be organized.

    outputFileName String

    Customized output file name for append_row output action.

    properties Map<String,String>

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

    resources DeploymentResourceConfigurationResponse

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    retrySettings BatchRetrySettingsResponse

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    provisioningState string

    Provisioning state for the endpoint deployment.

    codeConfiguration CodeConfigurationResponse

    Code configuration for the endpoint deployment.

    compute string

    Compute target for batch inference operation.

    description string

    Description of the endpoint deployment.

    environmentId string

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

    environmentVariables {[key: string]: string}

    Environment variables configuration for the deployment.

    errorThreshold number

    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 string

    Logging level for batch inference operation.

    maxConcurrencyPerInstance number

    Indicates maximum number of parallelism per instance.

    miniBatchSize number

    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 DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

    Reference to the model asset for the endpoint deployment.

    outputAction string

    Indicates how the output will be organized.

    outputFileName string

    Customized output file name for append_row output action.

    properties {[key: string]: string}

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

    resources DeploymentResourceConfigurationResponse

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    retrySettings BatchRetrySettingsResponse

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    provisioning_state str

    Provisioning state for the endpoint deployment.

    code_configuration CodeConfigurationResponse

    Code configuration for the endpoint deployment.

    compute str

    Compute target for batch inference operation.

    description str

    Description of the endpoint deployment.

    environment_id str

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

    environment_variables Mapping[str, str]

    Environment variables configuration for the deployment.

    error_threshold int

    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.

    logging_level str

    Logging level for batch inference operation.

    max_concurrency_per_instance int

    Indicates maximum number of parallelism per instance.

    mini_batch_size float

    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 DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse

    Reference to the model asset for the endpoint deployment.

    output_action str

    Indicates how the output will be organized.

    output_file_name str

    Customized output file name for append_row output action.

    properties Mapping[str, str]

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

    resources DeploymentResourceConfigurationResponse

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    retry_settings BatchRetrySettingsResponse

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    provisioningState String

    Provisioning state for the endpoint deployment.

    codeConfiguration Property Map

    Code configuration for the endpoint deployment.

    compute String

    Compute target for batch inference operation.

    description String

    Description of the endpoint deployment.

    environmentId String

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

    environmentVariables Map<String>

    Environment variables configuration for the deployment.

    errorThreshold Number

    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 String

    Logging level for batch inference operation.

    maxConcurrencyPerInstance Number

    Indicates maximum number of parallelism per instance.

    miniBatchSize Number

    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 Property Map | Property Map | Property Map

    Reference to the model asset for the endpoint deployment.

    outputAction String

    Indicates how the output will be organized.

    outputFileName String

    Customized output file name for append_row output action.

    properties Map<String>

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

    resources Property Map

    Indicates compute configuration for the job. If not provided, will default to the defaults defined in ResourceConfiguration.

    retrySettings Property Map

    Retry Settings for the batch inference operation. If not provided, will default to the defaults defined in BatchRetrySettings.

    BatchLoggingLevel, BatchLoggingLevelArgs

    Info
    Info
    Warning
    Warning
    Debug
    Debug
    BatchLoggingLevelInfo
    Info
    BatchLoggingLevelWarning
    Warning
    BatchLoggingLevelDebug
    Debug
    Info
    Info
    Warning
    Warning
    Debug
    Debug
    Info
    Info
    Warning
    Warning
    Debug
    Debug
    INFO
    Info
    WARNING
    Warning
    DEBUG
    Debug
    "Info"
    Info
    "Warning"
    Warning
    "Debug"
    Debug

    BatchOutputAction, BatchOutputActionArgs

    SummaryOnly
    SummaryOnly
    AppendRow
    AppendRow
    BatchOutputActionSummaryOnly
    SummaryOnly
    BatchOutputActionAppendRow
    AppendRow
    SummaryOnly
    SummaryOnly
    AppendRow
    AppendRow
    SummaryOnly
    SummaryOnly
    AppendRow
    AppendRow
    SUMMARY_ONLY
    SummaryOnly
    APPEND_ROW
    AppendRow
    "SummaryOnly"
    SummaryOnly
    "AppendRow"
    AppendRow

    BatchRetrySettings, BatchRetrySettingsArgs

    MaxRetries int

    Maximum retry count for a mini-batch

    Timeout string

    Invocation timeout for a mini-batch, in ISO 8601 format.

    MaxRetries int

    Maximum retry count for a mini-batch

    Timeout string

    Invocation timeout for a mini-batch, in ISO 8601 format.

    maxRetries Integer

    Maximum retry count for a mini-batch

    timeout String

    Invocation timeout for a mini-batch, in ISO 8601 format.

    maxRetries number

    Maximum retry count for a mini-batch

    timeout string

    Invocation timeout for a mini-batch, in ISO 8601 format.

    max_retries int

    Maximum retry count for a mini-batch

    timeout str

    Invocation timeout for a mini-batch, in ISO 8601 format.

    maxRetries Number

    Maximum retry count for a mini-batch

    timeout String

    Invocation timeout for a mini-batch, in ISO 8601 format.

    BatchRetrySettingsResponse, BatchRetrySettingsResponseArgs

    MaxRetries int

    Maximum retry count for a mini-batch

    Timeout string

    Invocation timeout for a mini-batch, in ISO 8601 format.

    MaxRetries int

    Maximum retry count for a mini-batch

    Timeout string

    Invocation timeout for a mini-batch, in ISO 8601 format.

    maxRetries Integer

    Maximum retry count for a mini-batch

    timeout String

    Invocation timeout for a mini-batch, in ISO 8601 format.

    maxRetries number

    Maximum retry count for a mini-batch

    timeout string

    Invocation timeout for a mini-batch, in ISO 8601 format.

    max_retries int

    Maximum retry count for a mini-batch

    timeout str

    Invocation timeout for a mini-batch, in ISO 8601 format.

    maxRetries Number

    Maximum retry count for a mini-batch

    timeout String

    Invocation timeout for a mini-batch, in ISO 8601 format.

    CodeConfiguration, CodeConfigurationArgs

    ScoringScript string

    [Required] The script to execute on startup. eg. "score.py"

    CodeId string

    ARM resource ID of the code asset.

    ScoringScript string

    [Required] The script to execute on startup. eg. "score.py"

    CodeId string

    ARM resource ID of the code asset.

    scoringScript String

    [Required] The script to execute on startup. eg. "score.py"

    codeId String

    ARM resource ID of the code asset.

    scoringScript string

    [Required] The script to execute on startup. eg. "score.py"

    codeId string

    ARM resource ID of the code asset.

    scoring_script str

    [Required] The script to execute on startup. eg. "score.py"

    code_id str

    ARM resource ID of the code asset.

    scoringScript String

    [Required] The script to execute on startup. eg. "score.py"

    codeId String

    ARM resource ID of the code asset.

    CodeConfigurationResponse, CodeConfigurationResponseArgs

    ScoringScript string

    [Required] The script to execute on startup. eg. "score.py"

    CodeId string

    ARM resource ID of the code asset.

    ScoringScript string

    [Required] The script to execute on startup. eg. "score.py"

    CodeId string

    ARM resource ID of the code asset.

    scoringScript String

    [Required] The script to execute on startup. eg. "score.py"

    codeId String

    ARM resource ID of the code asset.

    scoringScript string

    [Required] The script to execute on startup. eg. "score.py"

    codeId string

    ARM resource ID of the code asset.

    scoring_script str

    [Required] The script to execute on startup. eg. "score.py"

    code_id str

    ARM resource ID of the code asset.

    scoringScript String

    [Required] The script to execute on startup. eg. "score.py"

    codeId String

    ARM resource ID of the code asset.

    DataPathAssetReference, DataPathAssetReferenceArgs

    DatastoreId string

    ARM resource ID of the datastore where the asset is located.

    Path string

    The path of the file/directory in the datastore.

    DatastoreId string

    ARM resource ID of the datastore where the asset is located.

    Path string

    The path of the file/directory in the datastore.

    datastoreId String

    ARM resource ID of the datastore where the asset is located.

    path String

    The path of the file/directory in the datastore.

    datastoreId string

    ARM resource ID of the datastore where the asset is located.

    path string

    The path of the file/directory in the datastore.

    datastore_id str

    ARM resource ID of the datastore where the asset is located.

    path str

    The path of the file/directory in the datastore.

    datastoreId String

    ARM resource ID of the datastore where the asset is located.

    path String

    The path of the file/directory in the datastore.

    DataPathAssetReferenceResponse, DataPathAssetReferenceResponseArgs

    DatastoreId string

    ARM resource ID of the datastore where the asset is located.

    Path string

    The path of the file/directory in the datastore.

    DatastoreId string

    ARM resource ID of the datastore where the asset is located.

    Path string

    The path of the file/directory in the datastore.

    datastoreId String

    ARM resource ID of the datastore where the asset is located.

    path String

    The path of the file/directory in the datastore.

    datastoreId string

    ARM resource ID of the datastore where the asset is located.

    path string

    The path of the file/directory in the datastore.

    datastore_id str

    ARM resource ID of the datastore where the asset is located.

    path str

    The path of the file/directory in the datastore.

    datastoreId String

    ARM resource ID of the datastore where the asset is located.

    path String

    The path of the file/directory in the datastore.

    DeploymentResourceConfiguration, DeploymentResourceConfigurationArgs

    InstanceCount int

    Optional number of instances or nodes used by the compute target.

    InstanceType string

    Optional type of VM used as supported by the compute target.

    Properties Dictionary<string, object>

    Additional properties bag.

    InstanceCount int

    Optional number of instances or nodes used by the compute target.

    InstanceType string

    Optional type of VM used as supported by the compute target.

    Properties map[string]interface{}

    Additional properties bag.

    instanceCount Integer

    Optional number of instances or nodes used by the compute target.

    instanceType String

    Optional type of VM used as supported by the compute target.

    properties Map<String,Object>

    Additional properties bag.

    instanceCount number

    Optional number of instances or nodes used by the compute target.

    instanceType string

    Optional type of VM used as supported by the compute target.

    properties {[key: string]: any}

    Additional properties bag.

    instance_count int

    Optional number of instances or nodes used by the compute target.

    instance_type str

    Optional type of VM used as supported by the compute target.

    properties Mapping[str, Any]

    Additional properties bag.

    instanceCount Number

    Optional number of instances or nodes used by the compute target.

    instanceType String

    Optional type of VM used as supported by the compute target.

    properties Map<Any>

    Additional properties bag.

    DeploymentResourceConfigurationResponse, DeploymentResourceConfigurationResponseArgs

    InstanceCount int

    Optional number of instances or nodes used by the compute target.

    InstanceType string

    Optional type of VM used as supported by the compute target.

    Properties Dictionary<string, object>

    Additional properties bag.

    InstanceCount int

    Optional number of instances or nodes used by the compute target.

    InstanceType string

    Optional type of VM used as supported by the compute target.

    Properties map[string]interface{}

    Additional properties bag.

    instanceCount Integer

    Optional number of instances or nodes used by the compute target.

    instanceType String

    Optional type of VM used as supported by the compute target.

    properties Map<String,Object>

    Additional properties bag.

    instanceCount number

    Optional number of instances or nodes used by the compute target.

    instanceType string

    Optional type of VM used as supported by the compute target.

    properties {[key: string]: any}

    Additional properties bag.

    instance_count int

    Optional number of instances or nodes used by the compute target.

    instance_type str

    Optional type of VM used as supported by the compute target.

    properties Mapping[str, Any]

    Additional properties bag.

    instanceCount Number

    Optional number of instances or nodes used by the compute target.

    instanceType String

    Optional type of VM used as supported by the compute target.

    properties Map<Any>

    Additional properties bag.

    IdAssetReference, IdAssetReferenceArgs

    AssetId string

    [Required] ARM resource ID of the asset.

    AssetId string

    [Required] ARM resource ID of the asset.

    assetId String

    [Required] ARM resource ID of the asset.

    assetId string

    [Required] ARM resource ID of the asset.

    asset_id str

    [Required] ARM resource ID of the asset.

    assetId String

    [Required] ARM resource ID of the asset.

    IdAssetReferenceResponse, IdAssetReferenceResponseArgs

    AssetId string

    [Required] ARM resource ID of the asset.

    AssetId string

    [Required] ARM resource ID of the asset.

    assetId String

    [Required] ARM resource ID of the asset.

    assetId string

    [Required] ARM resource ID of the asset.

    asset_id str

    [Required] ARM resource ID of the asset.

    assetId String

    [Required] ARM resource ID of the asset.

    ManagedServiceIdentity, ManagedServiceIdentityArgs

    Type string | Pulumi.AzureNative.MachineLearningServices.ManagedServiceIdentityType

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    UserAssignedIdentities List<string>

    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.

    Type string | ManagedServiceIdentityType

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    UserAssignedIdentities []string

    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.

    type String | ManagedServiceIdentityType

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    userAssignedIdentities List<String>

    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.

    type string | ManagedServiceIdentityType

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    userAssignedIdentities string[]

    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.

    type str | ManagedServiceIdentityType

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    user_assigned_identities Sequence[str]

    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.

    type String | "None" | "SystemAssigned" | "UserAssigned" | "SystemAssigned,UserAssigned"

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    userAssignedIdentities List<String>

    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.

    ManagedServiceIdentityResponse, ManagedServiceIdentityResponseArgs

    PrincipalId string

    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.

    TenantId string

    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.

    Type string

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    UserAssignedIdentities Dictionary<string, Pulumi.AzureNative.MachineLearningServices.Inputs.UserAssignedIdentityResponse>

    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.

    PrincipalId string

    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.

    TenantId string

    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.

    Type string

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    UserAssignedIdentities map[string]UserAssignedIdentityResponse

    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.

    principalId String

    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.

    tenantId String

    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.

    type String

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    userAssignedIdentities Map<String,UserAssignedIdentityResponse>

    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.

    principalId string

    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.

    tenantId string

    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.

    type string

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    userAssignedIdentities {[key: string]: UserAssignedIdentityResponse}

    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.

    principal_id str

    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.

    tenant_id str

    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.

    type str

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    user_assigned_identities Mapping[str, UserAssignedIdentityResponse]

    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.

    principalId String

    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.

    tenantId String

    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.

    type String

    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).

    userAssignedIdentities Map<Property Map>

    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.

    ManagedServiceIdentityType, ManagedServiceIdentityTypeArgs

    None
    None
    SystemAssigned
    SystemAssigned
    UserAssigned
    UserAssigned
    SystemAssigned_UserAssigned
    SystemAssigned,UserAssigned
    ManagedServiceIdentityTypeNone
    None
    ManagedServiceIdentityTypeSystemAssigned
    SystemAssigned
    ManagedServiceIdentityTypeUserAssigned
    UserAssigned
    ManagedServiceIdentityType_SystemAssigned_UserAssigned
    SystemAssigned,UserAssigned
    None
    None
    SystemAssigned
    SystemAssigned
    UserAssigned
    UserAssigned
    SystemAssigned_UserAssigned
    SystemAssigned,UserAssigned
    None
    None
    SystemAssigned
    SystemAssigned
    UserAssigned
    UserAssigned
    SystemAssigned_UserAssigned
    SystemAssigned,UserAssigned
    NONE
    None
    SYSTEM_ASSIGNED
    SystemAssigned
    USER_ASSIGNED
    UserAssigned
    SYSTEM_ASSIGNED_USER_ASSIGNED
    SystemAssigned,UserAssigned
    "None"
    None
    "SystemAssigned"
    SystemAssigned
    "UserAssigned"
    UserAssigned
    "SystemAssigned,UserAssigned"
    SystemAssigned,UserAssigned

    OutputPathAssetReference, OutputPathAssetReferenceArgs

    JobId string

    ARM resource ID of the job.

    Path string

    The path of the file/directory in the job output.

    JobId string

    ARM resource ID of the job.

    Path string

    The path of the file/directory in the job output.

    jobId String

    ARM resource ID of the job.

    path String

    The path of the file/directory in the job output.

    jobId string

    ARM resource ID of the job.

    path string

    The path of the file/directory in the job output.

    job_id str

    ARM resource ID of the job.

    path str

    The path of the file/directory in the job output.

    jobId String

    ARM resource ID of the job.

    path String

    The path of the file/directory in the job output.

    OutputPathAssetReferenceResponse, OutputPathAssetReferenceResponseArgs

    JobId string

    ARM resource ID of the job.

    Path string

    The path of the file/directory in the job output.

    JobId string

    ARM resource ID of the job.

    Path string

    The path of the file/directory in the job output.

    jobId String

    ARM resource ID of the job.

    path String

    The path of the file/directory in the job output.

    jobId string

    ARM resource ID of the job.

    path string

    The path of the file/directory in the job output.

    job_id str

    ARM resource ID of the job.

    path str

    The path of the file/directory in the job output.

    jobId String

    ARM resource ID of the job.

    path String

    The path of the file/directory in the job output.

    Sku, SkuArgs

    Name string

    The name of the SKU. Ex - P3. It is typically a letter+number code

    Capacity int

    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.

    Family string

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    Size string

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    Tier Pulumi.AzureNative.MachineLearningServices.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.

    Name string

    The name of the SKU. Ex - P3. It is typically a letter+number code

    Capacity int

    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.

    Family string

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    Size string

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    Tier 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.

    name String

    The name of the SKU. Ex - P3. It is typically a letter+number code

    capacity Integer

    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.

    family String

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    size String

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    tier 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.

    name string

    The name of the SKU. Ex - P3. It is typically a letter+number code

    capacity number

    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.

    family string

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    size string

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    tier 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.

    name str

    The name of the SKU. Ex - P3. It is typically a letter+number code

    capacity int

    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.

    family str

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    size str

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    tier 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.

    name String

    The name of the SKU. Ex - P3. It is typically a letter+number code

    capacity Number

    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.

    family String

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    size String

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    tier "Free" | "Basic" | "Standard" | "Premium"

    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.

    SkuResponse, SkuResponseArgs

    Name string

    The name of the SKU. Ex - P3. It is typically a letter+number code

    Capacity int

    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.

    Family string

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    Size string

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    Tier string

    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.

    Name string

    The name of the SKU. Ex - P3. It is typically a letter+number code

    Capacity int

    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.

    Family string

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    Size string

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    Tier string

    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.

    name String

    The name of the SKU. Ex - P3. It is typically a letter+number code

    capacity Integer

    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.

    family String

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    size String

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    tier String

    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.

    name string

    The name of the SKU. Ex - P3. It is typically a letter+number code

    capacity number

    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.

    family string

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    size string

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    tier string

    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.

    name str

    The name of the SKU. Ex - P3. It is typically a letter+number code

    capacity int

    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.

    family str

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    size str

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    tier str

    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.

    name String

    The name of the SKU. Ex - P3. It is typically a letter+number code

    capacity Number

    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.

    family String

    If the service has different generations of hardware, for the same SKU, then that can be captured here.

    size String

    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.

    tier String

    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.

    SkuTier, SkuTierArgs

    Free
    Free
    Basic
    Basic
    Standard
    Standard
    Premium
    Premium
    SkuTierFree
    Free
    SkuTierBasic
    Basic
    SkuTierStandard
    Standard
    SkuTierPremium
    Premium
    Free
    Free
    Basic
    Basic
    Standard
    Standard
    Premium
    Premium
    Free
    Free
    Basic
    Basic
    Standard
    Standard
    Premium
    Premium
    FREE
    Free
    BASIC
    Basic
    STANDARD
    Standard
    PREMIUM
    Premium
    "Free"
    Free
    "Basic"
    Basic
    "Standard"
    Standard
    "Premium"
    Premium

    SystemDataResponse, SystemDataResponseArgs

    CreatedAt string

    The timestamp of resource creation (UTC).

    CreatedBy string

    The identity that created the resource.

    CreatedByType string

    The type of identity that created the resource.

    LastModifiedAt string

    The timestamp of resource last modification (UTC)

    LastModifiedBy string

    The identity that last modified the resource.

    LastModifiedByType string

    The type of identity that last modified the resource.

    CreatedAt string

    The timestamp of resource creation (UTC).

    CreatedBy string

    The identity that created the resource.

    CreatedByType string

    The type of identity that created the resource.

    LastModifiedAt string

    The timestamp of resource last modification (UTC)

    LastModifiedBy string

    The identity that last modified the resource.

    LastModifiedByType string

    The type of identity that last modified the resource.

    createdAt String

    The timestamp of resource creation (UTC).

    createdBy String

    The identity that created the resource.

    createdByType String

    The type of identity that created the resource.

    lastModifiedAt String

    The timestamp of resource last modification (UTC)

    lastModifiedBy String

    The identity that last modified the resource.

    lastModifiedByType String

    The type of identity that last modified the resource.

    createdAt string

    The timestamp of resource creation (UTC).

    createdBy string

    The identity that created the resource.

    createdByType string

    The type of identity that created the resource.

    lastModifiedAt string

    The timestamp of resource last modification (UTC)

    lastModifiedBy string

    The identity that last modified the resource.

    lastModifiedByType string

    The type of identity that last modified the resource.

    created_at str

    The timestamp of resource creation (UTC).

    created_by str

    The identity that created the resource.

    created_by_type str

    The type of identity that created the resource.

    last_modified_at str

    The timestamp of resource last modification (UTC)

    last_modified_by str

    The identity that last modified the resource.

    last_modified_by_type str

    The type of identity that last modified the resource.

    createdAt String

    The timestamp of resource creation (UTC).

    createdBy String

    The identity that created the resource.

    createdByType String

    The type of identity that created the resource.

    lastModifiedAt String

    The timestamp of resource last modification (UTC)

    lastModifiedBy String

    The identity that last modified the resource.

    lastModifiedByType String

    The type of identity that last modified the resource.

    UserAssignedIdentityResponse, UserAssignedIdentityResponseArgs

    ClientId string

    The client ID of the assigned identity.

    PrincipalId string

    The principal ID of the assigned identity.

    TenantId string

    The tenant ID of the user assigned identity.

    ClientId string

    The client ID of the assigned identity.

    PrincipalId string

    The principal ID of the assigned identity.

    TenantId string

    The tenant ID of the user assigned identity.

    clientId String

    The client ID of the assigned identity.

    principalId String

    The principal ID of the assigned identity.

    tenantId String

    The tenant ID of the user assigned identity.

    clientId string

    The client ID of the assigned identity.

    principalId string

    The principal ID of the assigned identity.

    tenantId string

    The tenant ID of the user assigned identity.

    client_id str

    The client ID of the assigned identity.

    principal_id str

    The principal ID of the assigned identity.

    tenant_id str

    The tenant ID of the user assigned identity.

    clientId String

    The client ID of the assigned identity.

    principalId String

    The principal ID of the assigned identity.

    tenantId String

    The tenant ID of the user assigned identity.

    Package Details

    Repository
    Azure Native pulumi/pulumi-azure-native
    License
    Apache-2.0
    azure-native logo
    This is the latest version of Azure Native. Use the Azure Native v1 docs if using the v1 version of this package.
    Azure Native v2.8.0 published on Monday, Sep 18, 2023 by Pulumi