Azure Native v3.4.0, May 7 25

This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.

Azure Native v3.4.0 published on Wednesday, May 7, 2025 by Pulumi

pulumi/pulumi-azure-native

azure-native.machinelearningservices.getBatchDeployment

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This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.

Azure Native v3.4.0 published on Wednesday, May 7, 2025 by Pulumi

pulumi/pulumi-azure-native

Other available API versions: 2021-03-01-preview, 2022-02-01-preview, 2022-05-01, 2022-06-01-preview, 2022-10-01, 2022-10-01-preview, 2022-12-01-preview, 2023-02-01-preview, 2023-04-01, 2023-04-01-preview, 2023-06-01-preview, 2023-08-01-preview, 2023-10-01, 2024-01-01-preview, 2024-04-01, 2024-07-01-preview, 2024-10-01-preview, 2025-01-01-preview. These can be accessed by generating a local SDK package using the CLI command pulumi package add azure-native machinelearningservices [ApiVersion]. See the version guide for details.

Using getBatchDeployment

Two invocation forms are available. The direct form accepts plain arguments and either blocks until the result value is available, or returns a Promise-wrapped result. The output form accepts Input-wrapped arguments and returns an Output-wrapped result.

function getBatchDeployment(args: GetBatchDeploymentArgs, opts?: InvokeOptions): Promise<GetBatchDeploymentResult>
function getBatchDeploymentOutput(args: GetBatchDeploymentOutputArgs, opts?: InvokeOptions): Output<GetBatchDeploymentResult>

def get_batch_deployment(deployment_name: Optional[str] = None,
                         endpoint_name: Optional[str] = None,
                         resource_group_name: Optional[str] = None,
                         workspace_name: Optional[str] = None,
                         opts: Optional[InvokeOptions] = None) -> GetBatchDeploymentResult
def get_batch_deployment_output(deployment_name: Optional[pulumi.Input[str]] = None,
                         endpoint_name: Optional[pulumi.Input[str]] = None,
                         resource_group_name: Optional[pulumi.Input[str]] = None,
                         workspace_name: Optional[pulumi.Input[str]] = None,
                         opts: Optional[InvokeOptions] = None) -> Output[GetBatchDeploymentResult]

func LookupBatchDeployment(ctx *Context, args *LookupBatchDeploymentArgs, opts ...InvokeOption) (*LookupBatchDeploymentResult, error)
func LookupBatchDeploymentOutput(ctx *Context, args *LookupBatchDeploymentOutputArgs, opts ...InvokeOption) LookupBatchDeploymentResultOutput

> Note: This function is named LookupBatchDeployment in the Go SDK.

public static class GetBatchDeployment 
{
    public static Task<GetBatchDeploymentResult> InvokeAsync(GetBatchDeploymentArgs args, InvokeOptions? opts = null)
    public static Output<GetBatchDeploymentResult> Invoke(GetBatchDeploymentInvokeArgs args, InvokeOptions? opts = null)
}

public static CompletableFuture<GetBatchDeploymentResult> getBatchDeployment(GetBatchDeploymentArgs args, InvokeOptions options)
public static Output<GetBatchDeploymentResult> getBatchDeployment(GetBatchDeploymentArgs args, InvokeOptions options)

fn::invoke:
  function: azure-native:machinelearningservices:getBatchDeployment
  arguments:
    # arguments dictionary

The following arguments are supported:

DeploymentName string: The identifier for the Batch deployments.
EndpointName string: 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 deployments.
EndpointName string: 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 deployments.
endpointName String: 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 deployments.
endpointName string: Endpoint name
resourceGroupName string: The name of the resource group. The name is case insensitive.
workspaceName string: Name of Azure Machine Learning workspace.

deployment_name str: The identifier for the Batch deployments.
endpoint_name str: 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.

deploymentName String: The identifier for the Batch deployments.
endpointName String: Endpoint name
resourceGroupName String: The name of the resource group. The name is case insensitive.
workspaceName String: Name of Azure Machine Learning workspace.

getBatchDeployment Result

The following output properties are available:

AzureApiVersion string: The Azure API version of the resource.
BatchDeploymentProperties Pulumi.AzureNative.MachineLearningServices.Outputs.BatchDeploymentResponse: [Required] Additional attributes of the entity.
Id string: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
Location string: The geo-location where the resource lives
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"
Identity Pulumi.AzureNative.MachineLearningServices.Outputs.ManagedServiceIdentityResponse: 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.
Sku Pulumi.AzureNative.MachineLearningServices.Outputs.SkuResponse: Sku details required for ARM contract for Autoscaling.
Tags Dictionary<string, string>: Resource tags.

AzureApiVersion string: The Azure API version of the resource.
BatchDeploymentProperties BatchDeploymentResponse: [Required] Additional attributes of the entity.
Id string: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
Location string: The geo-location where the resource lives
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"
Identity ManagedServiceIdentityResponse: 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.
Sku SkuResponse: Sku details required for ARM contract for Autoscaling.
Tags map[string]string: Resource tags.

azureApiVersion String: The Azure API version of the resource.
batchDeploymentProperties BatchDeploymentResponse: [Required] Additional attributes of the entity.
id String: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
location String: The geo-location where the resource lives
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"
identity ManagedServiceIdentityResponse: 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.
sku SkuResponse: Sku details required for ARM contract for Autoscaling.
tags Map<String,String>: Resource tags.

azureApiVersion string: The Azure API version of the resource.
batchDeploymentProperties BatchDeploymentResponse: [Required] Additional attributes of the entity.
id string: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
location string: The geo-location where the resource lives
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"
identity ManagedServiceIdentityResponse: 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.
sku SkuResponse: Sku details required for ARM contract for Autoscaling.
tags {[key: string]: string}: Resource tags.

azure_api_version str: The Azure API version of the resource.
batch_deployment_properties BatchDeploymentResponse: [Required] Additional attributes of the entity.
id str: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
location str: The geo-location where the resource lives
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"
identity ManagedServiceIdentityResponse: 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.
sku SkuResponse: Sku details required for ARM contract for Autoscaling.
tags Mapping[str, str]: Resource tags.

azureApiVersion String: The Azure API version of the resource.
batchDeploymentProperties Property Map: [Required] Additional attributes of the entity.
id String: Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
location String: The geo-location where the resource lives
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"
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.
sku Property Map: Sku details required for ARM contract for Autoscaling.
tags Map<String>: Resource tags.

Supporting Types

BatchDeploymentResponse

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.
DeploymentConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.BatchPipelineComponentDeploymentConfigurationResponse: Properties relevant to different deployment types.
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.
DeploymentConfiguration BatchPipelineComponentDeploymentConfigurationResponse: Properties relevant to different deployment types.
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.
deploymentConfiguration BatchPipelineComponentDeploymentConfigurationResponse: Properties relevant to different deployment types.
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.
deploymentConfiguration BatchPipelineComponentDeploymentConfigurationResponse: Properties relevant to different deployment types.
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.
deployment_configuration BatchPipelineComponentDeploymentConfigurationResponse: Properties relevant to different deployment types.
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.
deploymentConfiguration Property Map: Properties relevant to different deployment types.
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.

BatchPipelineComponentDeploymentConfigurationResponse

ComponentId Pulumi.AzureNative.MachineLearningServices.Inputs.IdAssetReferenceResponse: The ARM id of the component to be run.
Description string: The description which will be applied to the job.
Settings Dictionary<string, string>: Run-time settings for the pipeline job.
Tags Dictionary<string, string>: The tags which will be applied to the job.

ComponentId IdAssetReferenceResponse: The ARM id of the component to be run.
Description string: The description which will be applied to the job.
Settings map[string]string: Run-time settings for the pipeline job.
Tags map[string]string: The tags which will be applied to the job.

componentId IdAssetReferenceResponse: The ARM id of the component to be run.
description String: The description which will be applied to the job.
settings Map<String,String>: Run-time settings for the pipeline job.
tags Map<String,String>: The tags which will be applied to the job.

componentId IdAssetReferenceResponse: The ARM id of the component to be run.
description string: The description which will be applied to the job.
settings {[key: string]: string}: Run-time settings for the pipeline job.
tags {[key: string]: string}: The tags which will be applied to the job.

component_id IdAssetReferenceResponse: The ARM id of the component to be run.
description str: The description which will be applied to the job.
settings Mapping[str, str]: Run-time settings for the pipeline job.
tags Mapping[str, str]: The tags which will be applied to the job.

componentId Property Map: The ARM id of the component to be run.
description String: The description which will be applied to the job.
settings Map<String>: Run-time settings for the pipeline job.
tags Map<String>: The tags which will be applied to the job.

BatchRetrySettingsResponse

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.

CodeConfigurationResponse

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.

DataPathAssetReferenceResponse

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.

DeploymentResourceConfigurationResponse

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.

IdAssetReferenceResponse

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.

ManagedServiceIdentityResponse

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.

OutputPathAssetReferenceResponse

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.

SkuResponse

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.

SystemDataResponse

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

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

This is the latest version of Azure Native. Use the Azure Native v2 docs if using the v2 version of this package.

Azure Native v3.4.0 published on Wednesday, May 7, 2025 by Pulumi

pulumi/pulumi-azure-native

azure-native.machinelearningservices.getBatchDeployment

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Using getBatchDeployment

getBatchDeployment Result

Supporting Types

BatchDeploymentResponse

BatchPipelineComponentDeploymentConfigurationResponse

BatchRetrySettingsResponse

CodeConfigurationResponse

DataPathAssetReferenceResponse

DeploymentResourceConfigurationResponse

IdAssetReferenceResponse

ManagedServiceIdentityResponse

OutputPathAssetReferenceResponse

SkuResponse

SystemDataResponse

UserAssignedIdentityResponse

Package Details

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