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  5. getOnlineDeployment
These are the docs for Azure Native v1. We recommenend using the latest version, Azure Native v2.
Azure Native v1 v1.104.0 published on Thursday, Jul 6, 2023 by Pulumi
pulumi/pulumi-azure-native

azure-native.machinelearningservices.getOnlineDeployment

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These are the docs for Azure Native v1. We recommenend using the latest version, Azure Native v2.
Azure Native v1 v1.104.0 published on Thursday, Jul 6, 2023 by Pulumi
pulumi/pulumi-azure-native

    API Version: 2021-03-01-preview.

    Using getOnlineDeployment

    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 getOnlineDeployment(args: GetOnlineDeploymentArgs, opts?: InvokeOptions): Promise<GetOnlineDeploymentResult>
function getOnlineDeploymentOutput(args: GetOnlineDeploymentOutputArgs, opts?: InvokeOptions): Output<GetOnlineDeploymentResult>
    def get_online_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) -> GetOnlineDeploymentResult
def get_online_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[GetOnlineDeploymentResult]
    func LookupOnlineDeployment(ctx *Context, args *LookupOnlineDeploymentArgs, opts ...InvokeOption) (*LookupOnlineDeploymentResult, error)
func LookupOnlineDeploymentOutput(ctx *Context, args *LookupOnlineDeploymentOutputArgs, opts ...InvokeOption) LookupOnlineDeploymentResultOutput

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

    public static class GetOnlineDeployment 
{
    public static Task<GetOnlineDeploymentResult> InvokeAsync(GetOnlineDeploymentArgs args, InvokeOptions? opts = null)
    public static Output<GetOnlineDeploymentResult> Invoke(GetOnlineDeploymentInvokeArgs args, InvokeOptions? opts = null)
}
    public static CompletableFuture<GetOnlineDeploymentResult> getOnlineDeployment(GetOnlineDeploymentArgs args, InvokeOptions options)
// Output-based functions aren't available in Java yet

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

    The following arguments are supported:

    DeploymentName string
    Inference Endpoint Deployment name.
    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
    Inference Endpoint Deployment name.
    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
    Inference Endpoint Deployment name.
    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
    Inference Endpoint Deployment name.
    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.
    deployment_name str
    Inference Endpoint Deployment name.
    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.
    deploymentName String
    Inference Endpoint Deployment name.
    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.

    getOnlineDeployment Result

    The following output properties are available:

    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
    Properties Pulumi.AzureNative.MachineLearningServices.Outputs.K8sOnlineDeploymentResponse | Pulumi.AzureNative.MachineLearningServices.Outputs.ManagedOnlineDeploymentResponse
    [Required] Additional attributes of the entity.
    SystemData Pulumi.AzureNative.MachineLearningServices.Outputs.SystemDataResponse
    System data associated with resource provider
    Type string
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    Identity Pulumi.AzureNative.MachineLearningServices.Outputs.ResourceIdentityResponse
    Service identity associated with a resource.
    Kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    Tags Dictionary<string, string>
    Resource tags.
    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
    Properties K8sOnlineDeploymentResponse | ManagedOnlineDeploymentResponse
    [Required] Additional attributes of the entity.
    SystemData SystemDataResponse
    System data associated with resource provider
    Type string
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    Identity ResourceIdentityResponse
    Service identity associated with a resource.
    Kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    Tags map[string]string
    Resource tags.
    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
    properties K8sOnlineDeploymentResponse | ManagedOnlineDeploymentResponse
    [Required] Additional attributes of the entity.
    systemData SystemDataResponse
    System data associated with resource provider
    type String
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    identity ResourceIdentityResponse
    Service identity associated with a resource.
    kind String
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    tags Map<String,String>
    Resource tags.
    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
    properties K8sOnlineDeploymentResponse | ManagedOnlineDeploymentResponse
    [Required] Additional attributes of the entity.
    systemData SystemDataResponse
    System data associated with resource provider
    type string
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    identity ResourceIdentityResponse
    Service identity associated with a resource.
    kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    tags {[key: string]: string}
    Resource tags.
    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
    properties K8sOnlineDeploymentResponse | ManagedOnlineDeploymentResponse
    [Required] Additional attributes of the entity.
    system_data SystemDataResponse
    System data associated with resource provider
    type str
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    identity ResourceIdentityResponse
    Service identity associated with a resource.
    kind str
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    tags Mapping[str, str]
    Resource tags.
    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
    properties Property Map | Property Map
    [Required] Additional attributes of the entity.
    systemData Property Map
    System data associated with resource provider
    type String
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    identity Property Map
    Service identity associated with a resource.
    kind String
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    tags Map<String>
    Resource tags.

    Supporting Types

    AutoScaleSettingsResponse

    MaxInstances int
    Maximum number of instances for this deployment.
    MinInstances int
    Minimum number of instances for this deployment.
    PollingInterval string
    The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
    TargetUtilizationPercentage int
    Target CPU usage for the autoscaler.
    MaxInstances int
    Maximum number of instances for this deployment.
    MinInstances int
    Minimum number of instances for this deployment.
    PollingInterval string
    The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
    TargetUtilizationPercentage int
    Target CPU usage for the autoscaler.
    maxInstances Integer
    Maximum number of instances for this deployment.
    minInstances Integer
    Minimum number of instances for this deployment.
    pollingInterval String
    The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
    targetUtilizationPercentage Integer
    Target CPU usage for the autoscaler.
    maxInstances number
    Maximum number of instances for this deployment.
    minInstances number
    Minimum number of instances for this deployment.
    pollingInterval string
    The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
    targetUtilizationPercentage number
    Target CPU usage for the autoscaler.
    max_instances int
    Maximum number of instances for this deployment.
    min_instances int
    Minimum number of instances for this deployment.
    polling_interval str
    The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
    target_utilization_percentage int
    Target CPU usage for the autoscaler.
    maxInstances Number
    Maximum number of instances for this deployment.
    minInstances Number
    Minimum number of instances for this deployment.
    pollingInterval String
    The polling interval in ISO 8691 format. Only supports duration with precision as low as Seconds.
    targetUtilizationPercentage Number
    Target CPU usage for the autoscaler.

    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.

    ContainerResourceRequirementsResponse

    Cpu double
    The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    CpuLimit double
    The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    Fpga int
    The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.
    Gpu int
    The number of GPU cores in the container.
    MemoryInGB double
    The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    MemoryInGBLimit double
    The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    Cpu float64
    The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    CpuLimit float64
    The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    Fpga int
    The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.
    Gpu int
    The number of GPU cores in the container.
    MemoryInGB float64
    The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    MemoryInGBLimit float64
    The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    cpu Double
    The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    cpuLimit Double
    The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    fpga Integer
    The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.
    gpu Integer
    The number of GPU cores in the container.
    memoryInGB Double
    The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    memoryInGBLimit Double
    The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    cpu number
    The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    cpuLimit number
    The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    fpga number
    The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.
    gpu number
    The number of GPU cores in the container.
    memoryInGB number
    The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    memoryInGBLimit number
    The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    cpu float
    The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    cpu_limit float
    The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    fpga int
    The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.
    gpu int
    The number of GPU cores in the container.
    memory_in_gb float
    The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    memory_in_gb_limit float
    The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    cpu Number
    The minimum amount of CPU cores to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    cpuLimit Number
    The maximum amount of CPU cores allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    fpga Number
    The number of FPGA PCIE devices exposed to the container. Must be multiple of 2.
    gpu Number
    The number of GPU cores in the container.
    memoryInGB Number
    The minimum amount of memory (in GB) to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/
    memoryInGBLimit Number
    The maximum amount of memory (in GB) allowed to be used by the container. More info: https://kubernetes.io/docs/concepts/configuration/manage-compute-resources-container/

    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.

    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.

    K8sOnlineDeploymentResponse

    ProvisioningState string
    Provisioning state for the endpoint deployment.
    AppInsightsEnabled bool
    If true, enables Application Insights logging.
    CodeConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    ContainerResourceRequirements Pulumi.AzureNative.MachineLearningServices.Inputs.ContainerResourceRequirementsResponse
    Resource requirements for each container instance within an online deployment.
    Description string
    Description of the endpoint deployment.
    EnvironmentId string
    ARM resource ID of the environment specification for the endpoint deployment.
    EnvironmentVariables Dictionary<string, string>
    Environment variables configuration for the deployment.
    LivenessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    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.
    Properties Dictionary<string, string>
    Property dictionary. Properties can be added, but not removed or altered.
    RequestSettings Pulumi.AzureNative.MachineLearningServices.Inputs.OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    ScaleSettings Pulumi.AzureNative.MachineLearningServices.Inputs.AutoScaleSettingsResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.ManualScaleSettingsResponse
    Online deployment scaling configuration.
    ProvisioningState string
    Provisioning state for the endpoint deployment.
    AppInsightsEnabled bool
    If true, enables Application Insights logging.
    CodeConfiguration CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    ContainerResourceRequirements ContainerResourceRequirementsResponse
    Resource requirements for each container instance within an online deployment.
    Description string
    Description of the endpoint deployment.
    EnvironmentId string
    ARM resource ID of the environment specification for the endpoint deployment.
    EnvironmentVariables map[string]string
    Environment variables configuration for the deployment.
    LivenessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    Model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse
    Reference to the model asset for the endpoint deployment.
    Properties map[string]string
    Property dictionary. Properties can be added, but not removed or altered.
    RequestSettings OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    ScaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse
    Online deployment scaling configuration.
    provisioningState String
    Provisioning state for the endpoint deployment.
    appInsightsEnabled Boolean
    If true, enables Application Insights logging.
    codeConfiguration CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    containerResourceRequirements ContainerResourceRequirementsResponse
    Resource requirements for each container instance within an online deployment.
    description String
    Description of the endpoint deployment.
    environmentId String
    ARM resource ID of the environment specification for the endpoint deployment.
    environmentVariables Map<String,String>
    Environment variables configuration for the deployment.
    livenessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse
    Reference to the model asset for the endpoint deployment.
    properties Map<String,String>
    Property dictionary. Properties can be added, but not removed or altered.
    requestSettings OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    scaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse
    Online deployment scaling configuration.
    provisioningState string
    Provisioning state for the endpoint deployment.
    appInsightsEnabled boolean
    If true, enables Application Insights logging.
    codeConfiguration CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    containerResourceRequirements ContainerResourceRequirementsResponse
    Resource requirements for each container instance within an online deployment.
    description string
    Description of the endpoint deployment.
    environmentId string
    ARM resource ID of the environment specification for the endpoint deployment.
    environmentVariables {[key: string]: string}
    Environment variables configuration for the deployment.
    livenessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse
    Reference to the model asset for the endpoint deployment.
    properties {[key: string]: string}
    Property dictionary. Properties can be added, but not removed or altered.
    requestSettings OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    scaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse
    Online deployment scaling configuration.
    provisioning_state str
    Provisioning state for the endpoint deployment.
    app_insights_enabled bool
    If true, enables Application Insights logging.
    code_configuration CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    container_resource_requirements ContainerResourceRequirementsResponse
    Resource requirements for each container instance within an online deployment.
    description str
    Description of the endpoint deployment.
    environment_id str
    ARM resource ID of the environment specification for the endpoint deployment.
    environment_variables Mapping[str, str]
    Environment variables configuration for the deployment.
    liveness_probe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse
    Reference to the model asset for the endpoint deployment.
    properties Mapping[str, str]
    Property dictionary. Properties can be added, but not removed or altered.
    request_settings OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    scale_settings AutoScaleSettingsResponse | ManualScaleSettingsResponse
    Online deployment scaling configuration.
    provisioningState String
    Provisioning state for the endpoint deployment.
    appInsightsEnabled Boolean
    If true, enables Application Insights logging.
    codeConfiguration Property Map
    Code configuration for the endpoint deployment.
    containerResourceRequirements Property Map
    Resource requirements for each container instance within an online deployment.
    description String
    Description of the endpoint deployment.
    environmentId String
    ARM resource ID of the environment specification for the endpoint deployment.
    environmentVariables Map<String>
    Environment variables configuration for the deployment.
    livenessProbe Property Map
    Deployment container liveness/readiness probe configuration.
    model Property Map | Property Map | Property Map
    Reference to the model asset for the endpoint deployment.
    properties Map<String>
    Property dictionary. Properties can be added, but not removed or altered.
    requestSettings Property Map
    Online deployment scoring requests configuration.
    scaleSettings Property Map | Property Map
    Online deployment scaling configuration.

    ManagedOnlineDeploymentResponse

    ProvisioningState string
    Provisioning state for the endpoint deployment.
    AppInsightsEnabled bool
    If true, enables Application Insights logging.
    CodeConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    Description string
    Description of the endpoint deployment.
    EnvironmentId string
    ARM resource ID of the environment specification for the endpoint deployment.
    EnvironmentVariables Dictionary<string, string>
    Environment variables configuration for the deployment.
    InstanceType string
    Compute instance type.
    LivenessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    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.
    Properties Dictionary<string, string>
    Property dictionary. Properties can be added, but not removed or altered.
    ReadinessProbe Pulumi.AzureNative.MachineLearningServices.Inputs.ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    RequestSettings Pulumi.AzureNative.MachineLearningServices.Inputs.OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    ScaleSettings Pulumi.AzureNative.MachineLearningServices.Inputs.AutoScaleSettingsResponse | Pulumi.AzureNative.MachineLearningServices.Inputs.ManualScaleSettingsResponse
    Online deployment scaling configuration.
    ProvisioningState string
    Provisioning state for the endpoint deployment.
    AppInsightsEnabled bool
    If true, enables Application Insights logging.
    CodeConfiguration CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    Description string
    Description of the endpoint deployment.
    EnvironmentId string
    ARM resource ID of the environment specification for the endpoint deployment.
    EnvironmentVariables map[string]string
    Environment variables configuration for the deployment.
    InstanceType string
    Compute instance type.
    LivenessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    Model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse
    Reference to the model asset for the endpoint deployment.
    Properties map[string]string
    Property dictionary. Properties can be added, but not removed or altered.
    ReadinessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    RequestSettings OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    ScaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse
    Online deployment scaling configuration.
    provisioningState String
    Provisioning state for the endpoint deployment.
    appInsightsEnabled Boolean
    If true, enables Application Insights logging.
    codeConfiguration CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    description String
    Description of the endpoint deployment.
    environmentId String
    ARM resource ID of the environment specification for the endpoint deployment.
    environmentVariables Map<String,String>
    Environment variables configuration for the deployment.
    instanceType String
    Compute instance type.
    livenessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse
    Reference to the model asset for the endpoint deployment.
    properties Map<String,String>
    Property dictionary. Properties can be added, but not removed or altered.
    readinessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    requestSettings OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    scaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse
    Online deployment scaling configuration.
    provisioningState string
    Provisioning state for the endpoint deployment.
    appInsightsEnabled boolean
    If true, enables Application Insights logging.
    codeConfiguration CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    description string
    Description of the endpoint deployment.
    environmentId string
    ARM resource ID of the environment specification for the endpoint deployment.
    environmentVariables {[key: string]: string}
    Environment variables configuration for the deployment.
    instanceType string
    Compute instance type.
    livenessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse
    Reference to the model asset for the endpoint deployment.
    properties {[key: string]: string}
    Property dictionary. Properties can be added, but not removed or altered.
    readinessProbe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    requestSettings OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    scaleSettings AutoScaleSettingsResponse | ManualScaleSettingsResponse
    Online deployment scaling configuration.
    provisioning_state str
    Provisioning state for the endpoint deployment.
    app_insights_enabled bool
    If true, enables Application Insights logging.
    code_configuration CodeConfigurationResponse
    Code configuration for the endpoint deployment.
    description str
    Description of the endpoint deployment.
    environment_id str
    ARM resource ID of the environment specification for the endpoint deployment.
    environment_variables Mapping[str, str]
    Environment variables configuration for the deployment.
    instance_type str
    Compute instance type.
    liveness_probe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    model DataPathAssetReferenceResponse | IdAssetReferenceResponse | OutputPathAssetReferenceResponse
    Reference to the model asset for the endpoint deployment.
    properties Mapping[str, str]
    Property dictionary. Properties can be added, but not removed or altered.
    readiness_probe ProbeSettingsResponse
    Deployment container liveness/readiness probe configuration.
    request_settings OnlineRequestSettingsResponse
    Online deployment scoring requests configuration.
    scale_settings AutoScaleSettingsResponse | ManualScaleSettingsResponse
    Online deployment scaling configuration.
    provisioningState String
    Provisioning state for the endpoint deployment.
    appInsightsEnabled Boolean
    If true, enables Application Insights logging.
    codeConfiguration Property Map
    Code configuration for the endpoint deployment.
    description String
    Description of the endpoint deployment.
    environmentId String
    ARM resource ID of the environment specification for the endpoint deployment.
    environmentVariables Map<String>
    Environment variables configuration for the deployment.
    instanceType String
    Compute instance type.
    livenessProbe Property Map
    Deployment container liveness/readiness probe configuration.
    model Property Map | Property Map | Property Map
    Reference to the model asset for the endpoint deployment.
    properties Map<String>
    Property dictionary. Properties can be added, but not removed or altered.
    readinessProbe Property Map
    Deployment container liveness/readiness probe configuration.
    requestSettings Property Map
    Online deployment scoring requests configuration.
    scaleSettings Property Map | Property Map
    Online deployment scaling configuration.

    ManualScaleSettingsResponse

    InstanceCount int
    Fixed number of instances for this deployment.
    MaxInstances int
    Maximum number of instances for this deployment.
    MinInstances int
    Minimum number of instances for this deployment.
    InstanceCount int
    Fixed number of instances for this deployment.
    MaxInstances int
    Maximum number of instances for this deployment.
    MinInstances int
    Minimum number of instances for this deployment.
    instanceCount Integer
    Fixed number of instances for this deployment.
    maxInstances Integer
    Maximum number of instances for this deployment.
    minInstances Integer
    Minimum number of instances for this deployment.
    instanceCount number
    Fixed number of instances for this deployment.
    maxInstances number
    Maximum number of instances for this deployment.
    minInstances number
    Minimum number of instances for this deployment.
    instance_count int
    Fixed number of instances for this deployment.
    max_instances int
    Maximum number of instances for this deployment.
    min_instances int
    Minimum number of instances for this deployment.
    instanceCount Number
    Fixed number of instances for this deployment.
    maxInstances Number
    Maximum number of instances for this deployment.
    minInstances Number
    Minimum number of instances for this deployment.

    OnlineRequestSettingsResponse

    MaxConcurrentRequestsPerInstance int
    The number of requests allowed to queue at once for this deployment.
    MaxQueueWait string
    The maximum queue wait time in ISO 8601 format. Supports millisecond precision.
    RequestTimeout string
    The request timeout in ISO 8601 format. Supports millisecond precision.
    MaxConcurrentRequestsPerInstance int
    The number of requests allowed to queue at once for this deployment.
    MaxQueueWait string
    The maximum queue wait time in ISO 8601 format. Supports millisecond precision.
    RequestTimeout string
    The request timeout in ISO 8601 format. Supports millisecond precision.
    maxConcurrentRequestsPerInstance Integer
    The number of requests allowed to queue at once for this deployment.
    maxQueueWait String
    The maximum queue wait time in ISO 8601 format. Supports millisecond precision.
    requestTimeout String
    The request timeout in ISO 8601 format. Supports millisecond precision.
    maxConcurrentRequestsPerInstance number
    The number of requests allowed to queue at once for this deployment.
    maxQueueWait string
    The maximum queue wait time in ISO 8601 format. Supports millisecond precision.
    requestTimeout string
    The request timeout in ISO 8601 format. Supports millisecond precision.
    max_concurrent_requests_per_instance int
    The number of requests allowed to queue at once for this deployment.
    max_queue_wait str
    The maximum queue wait time in ISO 8601 format. Supports millisecond precision.
    request_timeout str
    The request timeout in ISO 8601 format. Supports millisecond precision.
    maxConcurrentRequestsPerInstance Number
    The number of requests allowed to queue at once for this deployment.
    maxQueueWait String
    The maximum queue wait time in ISO 8601 format. Supports millisecond precision.
    requestTimeout String
    The request timeout in ISO 8601 format. Supports millisecond precision.

    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.

    ProbeSettingsResponse

    FailureThreshold int
    The number of failures to allow before returning an unhealthy status.
    InitialDelay string
    The delay before the first probe in ISO 8601 format.
    Period string
    The length of time between probes in ISO 8601 format.
    SuccessThreshold int
    The number of successful probes before returning a healthy status.
    Timeout string
    The probe timeout in ISO 8601 format.
    FailureThreshold int
    The number of failures to allow before returning an unhealthy status.
    InitialDelay string
    The delay before the first probe in ISO 8601 format.
    Period string
    The length of time between probes in ISO 8601 format.
    SuccessThreshold int
    The number of successful probes before returning a healthy status.
    Timeout string
    The probe timeout in ISO 8601 format.
    failureThreshold Integer
    The number of failures to allow before returning an unhealthy status.
    initialDelay String
    The delay before the first probe in ISO 8601 format.
    period String
    The length of time between probes in ISO 8601 format.
    successThreshold Integer
    The number of successful probes before returning a healthy status.
    timeout String
    The probe timeout in ISO 8601 format.
    failureThreshold number
    The number of failures to allow before returning an unhealthy status.
    initialDelay string
    The delay before the first probe in ISO 8601 format.
    period string
    The length of time between probes in ISO 8601 format.
    successThreshold number
    The number of successful probes before returning a healthy status.
    timeout string
    The probe timeout in ISO 8601 format.
    failure_threshold int
    The number of failures to allow before returning an unhealthy status.
    initial_delay str
    The delay before the first probe in ISO 8601 format.
    period str
    The length of time between probes in ISO 8601 format.
    success_threshold int
    The number of successful probes before returning a healthy status.
    timeout str
    The probe timeout in ISO 8601 format.
    failureThreshold Number
    The number of failures to allow before returning an unhealthy status.
    initialDelay String
    The delay before the first probe in ISO 8601 format.
    period String
    The length of time between probes in ISO 8601 format.
    successThreshold Number
    The number of successful probes before returning a healthy status.
    timeout String
    The probe timeout in ISO 8601 format.

    ResourceIdentityResponse

    PrincipalId string
    Client ID that is used when authenticating.
    TenantId string
    AAD Tenant where this identity lives.
    Type string
    Defines values for a ResourceIdentity's type.
    UserAssignedIdentities Dictionary<string, Pulumi.AzureNative.MachineLearningServices.Inputs.UserAssignedIdentityMetaResponse>
    Dictionary of the user assigned identities, key is ARM resource ID of the UAI.
    PrincipalId string
    Client ID that is used when authenticating.
    TenantId string
    AAD Tenant where this identity lives.
    Type string
    Defines values for a ResourceIdentity's type.
    UserAssignedIdentities map[string]UserAssignedIdentityMetaResponse
    Dictionary of the user assigned identities, key is ARM resource ID of the UAI.
    principalId String
    Client ID that is used when authenticating.
    tenantId String
    AAD Tenant where this identity lives.
    type String
    Defines values for a ResourceIdentity's type.
    userAssignedIdentities Map<String,UserAssignedIdentityMetaResponse>
    Dictionary of the user assigned identities, key is ARM resource ID of the UAI.
    principalId string
    Client ID that is used when authenticating.
    tenantId string
    AAD Tenant where this identity lives.
    type string
    Defines values for a ResourceIdentity's type.
    userAssignedIdentities {[key: string]: UserAssignedIdentityMetaResponse}
    Dictionary of the user assigned identities, key is ARM resource ID of the UAI.
    principal_id str
    Client ID that is used when authenticating.
    tenant_id str
    AAD Tenant where this identity lives.
    type str
    Defines values for a ResourceIdentity's type.
    user_assigned_identities Mapping[str, UserAssignedIdentityMetaResponse]
    Dictionary of the user assigned identities, key is ARM resource ID of the UAI.
    principalId String
    Client ID that is used when authenticating.
    tenantId String
    AAD Tenant where this identity lives.
    type String
    Defines values for a ResourceIdentity's type.
    userAssignedIdentities Map<Property Map>
    Dictionary of the user assigned identities, key is ARM resource ID of the UAI.

    SystemDataResponse

    CreatedAt string
    The timestamp of resource creation (UTC)
    CreatedBy string
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for 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
    An identifier for the identity that last modified the resource
    lastModifiedByType String
    The type of identity that last modified the resource

    UserAssignedIdentityMetaResponse

    ClientId string
    Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.
    PrincipalId string
    The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.
    ClientId string
    Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.
    PrincipalId string
    The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.
    clientId String
    Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.
    principalId String
    The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.
    clientId string
    Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.
    principalId string
    The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.
    client_id str
    Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.
    principal_id str
    The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.
    clientId String
    Aka application ID, a unique identifier generated by Azure AD that is tied to an application and service principal during its initial provisioning.
    principalId String
    The object ID of the service principal object for your managed identity that is used to grant role-based access to an Azure resource.

    Package Details

    Repository
    azure-native-v1 pulumi/pulumi-azure-native
    License
    Apache-2.0
    azure-native-v1 logo
    These are the docs for Azure Native v1. We recommenend using the latest version, Azure Native v2.
    Azure Native v1 v1.104.0 published on Thursday, Jul 6, 2023 by Pulumi
    pulumi/pulumi-azure-native