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Azure Native v1.103.0 published on Friday, Jun 2, 2023 by Pulumi

azure-native.machinelearningservices.getACIService

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Azure Native v1.103.0 published on Friday, Jun 2, 2023 by Pulumi

    Get a Service by name. API Version: 2021-01-01.

    Using getACIService

    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 getACIService(args: GetACIServiceArgs, opts?: InvokeOptions): Promise<GetACIServiceResult>
    function getACIServiceOutput(args: GetACIServiceOutputArgs, opts?: InvokeOptions): Output<GetACIServiceResult>
    def get_aci_service(expand: Optional[bool] = None,
                        resource_group_name: Optional[str] = None,
                        service_name: Optional[str] = None,
                        workspace_name: Optional[str] = None,
                        opts: Optional[InvokeOptions] = None) -> GetACIServiceResult
    def get_aci_service_output(expand: Optional[pulumi.Input[bool]] = None,
                        resource_group_name: Optional[pulumi.Input[str]] = None,
                        service_name: Optional[pulumi.Input[str]] = None,
                        workspace_name: Optional[pulumi.Input[str]] = None,
                        opts: Optional[InvokeOptions] = None) -> Output[GetACIServiceResult]
    func LookupACIService(ctx *Context, args *LookupACIServiceArgs, opts ...InvokeOption) (*LookupACIServiceResult, error)
    func LookupACIServiceOutput(ctx *Context, args *LookupACIServiceOutputArgs, opts ...InvokeOption) LookupACIServiceResultOutput

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

    public static class GetACIService 
    {
        public static Task<GetACIServiceResult> InvokeAsync(GetACIServiceArgs args, InvokeOptions? opts = null)
        public static Output<GetACIServiceResult> Invoke(GetACIServiceInvokeArgs args, InvokeOptions? opts = null)
    }
    public static CompletableFuture<GetACIServiceResult> getACIService(GetACIServiceArgs args, InvokeOptions options)
    // Output-based functions aren't available in Java yet
    
    fn::invoke:
      function: azure-native:machinelearningservices:getACIService
      arguments:
        # arguments dictionary

    The following arguments are supported:

    ResourceGroupName string

    Name of the resource group in which workspace is located.

    ServiceName string

    Name of the Azure Machine Learning service.

    WorkspaceName string

    Name of Azure Machine Learning workspace.

    Expand bool

    Set to True to include Model details.

    ResourceGroupName string

    Name of the resource group in which workspace is located.

    ServiceName string

    Name of the Azure Machine Learning service.

    WorkspaceName string

    Name of Azure Machine Learning workspace.

    Expand bool

    Set to True to include Model details.

    resourceGroupName String

    Name of the resource group in which workspace is located.

    serviceName String

    Name of the Azure Machine Learning service.

    workspaceName String

    Name of Azure Machine Learning workspace.

    expand Boolean

    Set to True to include Model details.

    resourceGroupName string

    Name of the resource group in which workspace is located.

    serviceName string

    Name of the Azure Machine Learning service.

    workspaceName string

    Name of Azure Machine Learning workspace.

    expand boolean

    Set to True to include Model details.

    resource_group_name str

    Name of the resource group in which workspace is located.

    service_name str

    Name of the Azure Machine Learning service.

    workspace_name str

    Name of Azure Machine Learning workspace.

    expand bool

    Set to True to include Model details.

    resourceGroupName String

    Name of the resource group in which workspace is located.

    serviceName String

    Name of the Azure Machine Learning service.

    workspaceName String

    Name of Azure Machine Learning workspace.

    expand Boolean

    Set to True to include Model details.

    getACIService Result

    The following output properties are available:

    Id string

    Specifies the resource ID.

    Name string

    Specifies the name of the resource.

    Properties Pulumi.AzureNative.MachineLearningServices.Outputs.ACIServiceResponseResponse | Pulumi.AzureNative.MachineLearningServices.Outputs.AKSServiceResponseResponse | Pulumi.AzureNative.MachineLearningServices.Outputs.AKSVariantResponseResponse

    Service properties

    SystemData Pulumi.AzureNative.MachineLearningServices.Outputs.SystemDataResponse

    Read only system data

    Type string

    Specifies the type of the resource.

    Identity Pulumi.AzureNative.MachineLearningServices.Outputs.IdentityResponse

    The identity of the resource.

    Location string

    Specifies the location of the resource.

    Sku Pulumi.AzureNative.MachineLearningServices.Outputs.SkuResponse

    The sku of the workspace.

    Tags Dictionary<string, string>

    Contains resource tags defined as key/value pairs.

    Id string

    Specifies the resource ID.

    Name string

    Specifies the name of the resource.

    Properties ACIServiceResponseResponse | AKSServiceResponseResponse | AKSVariantResponseResponse

    Service properties

    SystemData SystemDataResponse

    Read only system data

    Type string

    Specifies the type of the resource.

    Identity IdentityResponse

    The identity of the resource.

    Location string

    Specifies the location of the resource.

    Sku SkuResponse

    The sku of the workspace.

    Tags map[string]string

    Contains resource tags defined as key/value pairs.

    id String

    Specifies the resource ID.

    name String

    Specifies the name of the resource.

    properties ACIServiceResponseResponse | AKSServiceResponseResponse | AKSVariantResponseResponse

    Service properties

    systemData SystemDataResponse

    Read only system data

    type String

    Specifies the type of the resource.

    identity IdentityResponse

    The identity of the resource.

    location String

    Specifies the location of the resource.

    sku SkuResponse

    The sku of the workspace.

    tags Map<String,String>

    Contains resource tags defined as key/value pairs.

    id string

    Specifies the resource ID.

    name string

    Specifies the name of the resource.

    properties ACIServiceResponseResponse | AKSServiceResponseResponse | AKSVariantResponseResponse

    Service properties

    systemData SystemDataResponse

    Read only system data

    type string

    Specifies the type of the resource.

    identity IdentityResponse

    The identity of the resource.

    location string

    Specifies the location of the resource.

    sku SkuResponse

    The sku of the workspace.

    tags {[key: string]: string}

    Contains resource tags defined as key/value pairs.

    id str

    Specifies the resource ID.

    name str

    Specifies the name of the resource.

    properties ACIServiceResponseResponse | AKSServiceResponseResponse | AKSVariantResponseResponse

    Service properties

    system_data SystemDataResponse

    Read only system data

    type str

    Specifies the type of the resource.

    identity IdentityResponse

    The identity of the resource.

    location str

    Specifies the location of the resource.

    sku SkuResponse

    The sku of the workspace.

    tags Mapping[str, str]

    Contains resource tags defined as key/value pairs.

    id String

    Specifies the resource ID.

    name String

    Specifies the name of the resource.

    properties Property Map | Property Map | Property Map

    Service properties

    systemData Property Map

    Read only system data

    type String

    Specifies the type of the resource.

    identity Property Map

    The identity of the resource.

    location String

    Specifies the location of the resource.

    sku Property Map

    The sku of the workspace.

    tags Map<String>

    Contains resource tags defined as key/value pairs.

    Supporting Types

    ACIServiceResponseResponse

    Error Pulumi.AzureNative.MachineLearningServices.Inputs.ServiceResponseBaseResponseError

    The error details.

    ModelConfigMap Dictionary<string, object>

    Details on the models and configurations.

    ScoringUri string

    The Uri for sending scoring requests.

    State string

    The current state of the service.

    SwaggerUri string

    The Uri for sending swagger requests.

    AppInsightsEnabled bool

    Whether or not Application Insights is enabled.

    AuthEnabled bool

    Whether or not authentication is enabled on the service.

    Cname string

    The CName for the service.

    ContainerResourceRequirements Pulumi.AzureNative.MachineLearningServices.Inputs.ContainerResourceRequirementsResponse

    The container resource requirements.

    DataCollection Pulumi.AzureNative.MachineLearningServices.Inputs.ACIServiceResponseResponseDataCollection

    Details of the data collection options specified.

    DeploymentType string

    The deployment type for the service.

    Description string

    The service description.

    EncryptionProperties Pulumi.AzureNative.MachineLearningServices.Inputs.ACIServiceResponseResponseEncryptionProperties

    The encryption properties.

    EnvironmentImageRequest Pulumi.AzureNative.MachineLearningServices.Inputs.ACIServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    KvTags Dictionary<string, string>

    The service tag dictionary. Tags are mutable.

    Location string

    The name of the Azure location/region.

    Models List<Pulumi.AzureNative.MachineLearningServices.Inputs.ModelResponse>

    The list of models.

    Properties Dictionary<string, string>

    The service property dictionary. Properties are immutable.

    PublicFqdn string

    The public Fqdn for the service.

    PublicIp string

    The public IP address for the service.

    SslCertificate string

    The public SSL certificate in PEM format to use if SSL is enabled.

    SslEnabled bool

    Whether or not SSL is enabled.

    SslKey string

    The public SSL key in PEM format for the certificate.

    VnetConfiguration Pulumi.AzureNative.MachineLearningServices.Inputs.ACIServiceResponseResponseVnetConfiguration

    The virtual network configuration.

    Error ServiceResponseBaseResponseError

    The error details.

    ModelConfigMap map[string]interface{}

    Details on the models and configurations.

    ScoringUri string

    The Uri for sending scoring requests.

    State string

    The current state of the service.

    SwaggerUri string

    The Uri for sending swagger requests.

    AppInsightsEnabled bool

    Whether or not Application Insights is enabled.

    AuthEnabled bool

    Whether or not authentication is enabled on the service.

    Cname string

    The CName for the service.

    ContainerResourceRequirements ContainerResourceRequirementsResponse

    The container resource requirements.

    DataCollection ACIServiceResponseResponseDataCollection

    Details of the data collection options specified.

    DeploymentType string

    The deployment type for the service.

    Description string

    The service description.

    EncryptionProperties ACIServiceResponseResponseEncryptionProperties

    The encryption properties.

    EnvironmentImageRequest ACIServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    KvTags map[string]string

    The service tag dictionary. Tags are mutable.

    Location string

    The name of the Azure location/region.

    Models []ModelResponse

    The list of models.

    Properties map[string]string

    The service property dictionary. Properties are immutable.

    PublicFqdn string

    The public Fqdn for the service.

    PublicIp string

    The public IP address for the service.

    SslCertificate string

    The public SSL certificate in PEM format to use if SSL is enabled.

    SslEnabled bool

    Whether or not SSL is enabled.

    SslKey string

    The public SSL key in PEM format for the certificate.

    VnetConfiguration ACIServiceResponseResponseVnetConfiguration

    The virtual network configuration.

    error ServiceResponseBaseResponseError

    The error details.

    modelConfigMap Map<String,Object>

    Details on the models and configurations.

    scoringUri String

    The Uri for sending scoring requests.

    state String

    The current state of the service.

    swaggerUri String

    The Uri for sending swagger requests.

    appInsightsEnabled Boolean

    Whether or not Application Insights is enabled.

    authEnabled Boolean

    Whether or not authentication is enabled on the service.

    cname String

    The CName for the service.

    containerResourceRequirements ContainerResourceRequirementsResponse

    The container resource requirements.

    dataCollection ACIServiceResponseResponseDataCollection

    Details of the data collection options specified.

    deploymentType String

    The deployment type for the service.

    description String

    The service description.

    encryptionProperties ACIServiceResponseResponseEncryptionProperties

    The encryption properties.

    environmentImageRequest ACIServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    kvTags Map<String,String>

    The service tag dictionary. Tags are mutable.

    location String

    The name of the Azure location/region.

    models List<ModelResponse>

    The list of models.

    properties Map<String,String>

    The service property dictionary. Properties are immutable.

    publicFqdn String

    The public Fqdn for the service.

    publicIp String

    The public IP address for the service.

    sslCertificate String

    The public SSL certificate in PEM format to use if SSL is enabled.

    sslEnabled Boolean

    Whether or not SSL is enabled.

    sslKey String

    The public SSL key in PEM format for the certificate.

    vnetConfiguration ACIServiceResponseResponseVnetConfiguration

    The virtual network configuration.

    error ServiceResponseBaseResponseError

    The error details.

    modelConfigMap {[key: string]: any}

    Details on the models and configurations.

    scoringUri string

    The Uri for sending scoring requests.

    state string

    The current state of the service.

    swaggerUri string

    The Uri for sending swagger requests.

    appInsightsEnabled boolean

    Whether or not Application Insights is enabled.

    authEnabled boolean

    Whether or not authentication is enabled on the service.

    cname string

    The CName for the service.

    containerResourceRequirements ContainerResourceRequirementsResponse

    The container resource requirements.

    dataCollection ACIServiceResponseResponseDataCollection

    Details of the data collection options specified.

    deploymentType string

    The deployment type for the service.

    description string

    The service description.

    encryptionProperties ACIServiceResponseResponseEncryptionProperties

    The encryption properties.

    environmentImageRequest ACIServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    kvTags {[key: string]: string}

    The service tag dictionary. Tags are mutable.

    location string

    The name of the Azure location/region.

    models ModelResponse[]

    The list of models.

    properties {[key: string]: string}

    The service property dictionary. Properties are immutable.

    publicFqdn string

    The public Fqdn for the service.

    publicIp string

    The public IP address for the service.

    sslCertificate string

    The public SSL certificate in PEM format to use if SSL is enabled.

    sslEnabled boolean

    Whether or not SSL is enabled.

    sslKey string

    The public SSL key in PEM format for the certificate.

    vnetConfiguration ACIServiceResponseResponseVnetConfiguration

    The virtual network configuration.

    error ServiceResponseBaseResponseError

    The error details.

    model_config_map Mapping[str, Any]

    Details on the models and configurations.

    scoring_uri str

    The Uri for sending scoring requests.

    state str

    The current state of the service.

    swagger_uri str

    The Uri for sending swagger requests.

    app_insights_enabled bool

    Whether or not Application Insights is enabled.

    auth_enabled bool

    Whether or not authentication is enabled on the service.

    cname str

    The CName for the service.

    container_resource_requirements ContainerResourceRequirementsResponse

    The container resource requirements.

    data_collection ACIServiceResponseResponseDataCollection

    Details of the data collection options specified.

    deployment_type str

    The deployment type for the service.

    description str

    The service description.

    encryption_properties ACIServiceResponseResponseEncryptionProperties

    The encryption properties.

    environment_image_request ACIServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    kv_tags Mapping[str, str]

    The service tag dictionary. Tags are mutable.

    location str

    The name of the Azure location/region.

    models Sequence[ModelResponse]

    The list of models.

    properties Mapping[str, str]

    The service property dictionary. Properties are immutable.

    public_fqdn str

    The public Fqdn for the service.

    public_ip str

    The public IP address for the service.

    ssl_certificate str

    The public SSL certificate in PEM format to use if SSL is enabled.

    ssl_enabled bool

    Whether or not SSL is enabled.

    ssl_key str

    The public SSL key in PEM format for the certificate.

    vnet_configuration ACIServiceResponseResponseVnetConfiguration

    The virtual network configuration.

    error Property Map

    The error details.

    modelConfigMap Map<Any>

    Details on the models and configurations.

    scoringUri String

    The Uri for sending scoring requests.

    state String

    The current state of the service.

    swaggerUri String

    The Uri for sending swagger requests.

    appInsightsEnabled Boolean

    Whether or not Application Insights is enabled.

    authEnabled Boolean

    Whether or not authentication is enabled on the service.

    cname String

    The CName for the service.

    containerResourceRequirements Property Map

    The container resource requirements.

    dataCollection Property Map

    Details of the data collection options specified.

    deploymentType String

    The deployment type for the service.

    description String

    The service description.

    encryptionProperties Property Map

    The encryption properties.

    environmentImageRequest Property Map

    The Environment, models and assets used for inferencing.

    kvTags Map<String>

    The service tag dictionary. Tags are mutable.

    location String

    The name of the Azure location/region.

    models List<Property Map>

    The list of models.

    properties Map<String>

    The service property dictionary. Properties are immutable.

    publicFqdn String

    The public Fqdn for the service.

    publicIp String

    The public IP address for the service.

    sslCertificate String

    The public SSL certificate in PEM format to use if SSL is enabled.

    sslEnabled Boolean

    Whether or not SSL is enabled.

    sslKey String

    The public SSL key in PEM format for the certificate.

    vnetConfiguration Property Map

    The virtual network configuration.

    ACIServiceResponseResponseDataCollection

    EventHubEnabled bool

    Option for enabling/disabling Event Hub.

    StorageEnabled bool

    Option for enabling/disabling storage.

    EventHubEnabled bool

    Option for enabling/disabling Event Hub.

    StorageEnabled bool

    Option for enabling/disabling storage.

    eventHubEnabled Boolean

    Option for enabling/disabling Event Hub.

    storageEnabled Boolean

    Option for enabling/disabling storage.

    eventHubEnabled boolean

    Option for enabling/disabling Event Hub.

    storageEnabled boolean

    Option for enabling/disabling storage.

    event_hub_enabled bool

    Option for enabling/disabling Event Hub.

    storage_enabled bool

    Option for enabling/disabling storage.

    eventHubEnabled Boolean

    Option for enabling/disabling Event Hub.

    storageEnabled Boolean

    Option for enabling/disabling storage.

    ACIServiceResponseResponseEncryptionProperties

    KeyName string

    Encryption Key name

    KeyVersion string

    Encryption Key Version

    VaultBaseUrl string

    vault base Url

    KeyName string

    Encryption Key name

    KeyVersion string

    Encryption Key Version

    VaultBaseUrl string

    vault base Url

    keyName String

    Encryption Key name

    keyVersion String

    Encryption Key Version

    vaultBaseUrl String

    vault base Url

    keyName string

    Encryption Key name

    keyVersion string

    Encryption Key Version

    vaultBaseUrl string

    vault base Url

    key_name str

    Encryption Key name

    key_version str

    Encryption Key Version

    vault_base_url str

    vault base Url

    keyName String

    Encryption Key name

    keyVersion String

    Encryption Key Version

    vaultBaseUrl String

    vault base Url

    ACIServiceResponseResponseEnvironmentImageRequest

    Assets []ImageAssetResponse

    The list of assets.

    DriverProgram string

    The name of the driver file.

    Environment EnvironmentImageResponseResponseEnvironment

    The details of the AZURE ML environment.

    EnvironmentReference EnvironmentImageResponseResponseEnvironmentReference

    The unique identifying details of the AZURE ML environment.

    ModelIds []string

    The list of model Ids.

    Models []ModelResponse

    The list of models.

    assets List<ImageAssetResponse>

    The list of assets.

    driverProgram String

    The name of the driver file.

    environment EnvironmentImageResponseResponseEnvironment

    The details of the AZURE ML environment.

    environmentReference EnvironmentImageResponseResponseEnvironmentReference

    The unique identifying details of the AZURE ML environment.

    modelIds List<String>

    The list of model Ids.

    models List<ModelResponse>

    The list of models.

    assets ImageAssetResponse[]

    The list of assets.

    driverProgram string

    The name of the driver file.

    environment EnvironmentImageResponseResponseEnvironment

    The details of the AZURE ML environment.

    environmentReference EnvironmentImageResponseResponseEnvironmentReference

    The unique identifying details of the AZURE ML environment.

    modelIds string[]

    The list of model Ids.

    models ModelResponse[]

    The list of models.

    assets Sequence[ImageAssetResponse]

    The list of assets.

    driver_program str

    The name of the driver file.

    environment EnvironmentImageResponseResponseEnvironment

    The details of the AZURE ML environment.

    environment_reference EnvironmentImageResponseResponseEnvironmentReference

    The unique identifying details of the AZURE ML environment.

    model_ids Sequence[str]

    The list of model Ids.

    models Sequence[ModelResponse]

    The list of models.

    assets List<Property Map>

    The list of assets.

    driverProgram String

    The name of the driver file.

    environment Property Map

    The details of the AZURE ML environment.

    environmentReference Property Map

    The unique identifying details of the AZURE ML environment.

    modelIds List<String>

    The list of model Ids.

    models List<Property Map>

    The list of models.

    ACIServiceResponseResponseVnetConfiguration

    SubnetName string

    The name of the virtual network subnet.

    VnetName string

    The name of the virtual network.

    SubnetName string

    The name of the virtual network subnet.

    VnetName string

    The name of the virtual network.

    subnetName String

    The name of the virtual network subnet.

    vnetName String

    The name of the virtual network.

    subnetName string

    The name of the virtual network subnet.

    vnetName string

    The name of the virtual network.

    subnet_name str

    The name of the virtual network subnet.

    vnet_name str

    The name of the virtual network.

    subnetName String

    The name of the virtual network subnet.

    vnetName String

    The name of the virtual network.

    AKSReplicaStatusResponseError

    Error ErrorResponseResponse

    The error response.

    error ErrorResponseResponse

    The error response.

    error ErrorResponseResponse

    The error response.

    error ErrorResponseResponse

    The error response.

    error Property Map

    The error response.

    AKSServiceResponseResponse

    DeploymentStatus Pulumi.AzureNative.MachineLearningServices.Inputs.AKSServiceResponseResponseDeploymentStatus

    The deployment status.

    Error Pulumi.AzureNative.MachineLearningServices.Inputs.ServiceResponseBaseResponseError

    The error details.

    ModelConfigMap Dictionary<string, object>

    Details on the models and configurations.

    ScoringUri string

    The Uri for sending scoring requests.

    State string

    The current state of the service.

    SwaggerUri string

    The Uri for sending swagger requests.

    AadAuthEnabled bool

    Whether or not AAD authentication is enabled.

    AppInsightsEnabled bool

    Whether or not Application Insights is enabled.

    AuthEnabled bool

    Whether or not authentication is enabled.

    AutoScaler Pulumi.AzureNative.MachineLearningServices.Inputs.AKSServiceResponseResponseAutoScaler

    The auto scaler properties.

    ComputeName string

    The name of the compute resource.

    ContainerResourceRequirements Pulumi.AzureNative.MachineLearningServices.Inputs.ContainerResourceRequirementsResponse

    The container resource requirements.

    DataCollection Pulumi.AzureNative.MachineLearningServices.Inputs.AKSServiceResponseResponseDataCollection

    Details of the data collection options specified.

    DeploymentType string

    The deployment type for the service.

    Description string

    The service description.

    EnvironmentImageRequest Pulumi.AzureNative.MachineLearningServices.Inputs.AKSServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    IsDefault bool

    Is this the default variant.

    KvTags Dictionary<string, string>

    The service tag dictionary. Tags are mutable.

    LivenessProbeRequirements Pulumi.AzureNative.MachineLearningServices.Inputs.AKSServiceResponseResponseLivenessProbeRequirements

    The liveness probe requirements.

    MaxConcurrentRequestsPerContainer int

    The maximum number of concurrent requests per container.

    MaxQueueWaitMs int

    Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)

    Models List<Pulumi.AzureNative.MachineLearningServices.Inputs.ModelResponse>

    The list of models.

    Namespace string

    The Kubernetes namespace of the deployment.

    NumReplicas int

    The number of replicas on the cluster.

    Properties Dictionary<string, string>

    The service property dictionary. Properties are immutable.

    ScoringTimeoutMs int

    The scoring timeout in milliseconds.

    TrafficPercentile double

    The amount of traffic variant receives.

    Type string

    The type of the variant.

    DeploymentStatus AKSServiceResponseResponseDeploymentStatus

    The deployment status.

    Error ServiceResponseBaseResponseError

    The error details.

    ModelConfigMap map[string]interface{}

    Details on the models and configurations.

    ScoringUri string

    The Uri for sending scoring requests.

    State string

    The current state of the service.

    SwaggerUri string

    The Uri for sending swagger requests.

    AadAuthEnabled bool

    Whether or not AAD authentication is enabled.

    AppInsightsEnabled bool

    Whether or not Application Insights is enabled.

    AuthEnabled bool

    Whether or not authentication is enabled.

    AutoScaler AKSServiceResponseResponseAutoScaler

    The auto scaler properties.

    ComputeName string

    The name of the compute resource.

    ContainerResourceRequirements ContainerResourceRequirementsResponse

    The container resource requirements.

    DataCollection AKSServiceResponseResponseDataCollection

    Details of the data collection options specified.

    DeploymentType string

    The deployment type for the service.

    Description string

    The service description.

    EnvironmentImageRequest AKSServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    IsDefault bool

    Is this the default variant.

    KvTags map[string]string

    The service tag dictionary. Tags are mutable.

    LivenessProbeRequirements AKSServiceResponseResponseLivenessProbeRequirements

    The liveness probe requirements.

    MaxConcurrentRequestsPerContainer int

    The maximum number of concurrent requests per container.

    MaxQueueWaitMs int

    Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)

    Models []ModelResponse

    The list of models.

    Namespace string

    The Kubernetes namespace of the deployment.

    NumReplicas int

    The number of replicas on the cluster.

    Properties map[string]string

    The service property dictionary. Properties are immutable.

    ScoringTimeoutMs int

    The scoring timeout in milliseconds.

    TrafficPercentile float64

    The amount of traffic variant receives.

    Type string

    The type of the variant.

    deploymentStatus AKSServiceResponseResponseDeploymentStatus

    The deployment status.

    error ServiceResponseBaseResponseError

    The error details.

    modelConfigMap Map<String,Object>

    Details on the models and configurations.

    scoringUri String

    The Uri for sending scoring requests.

    state String

    The current state of the service.

    swaggerUri String

    The Uri for sending swagger requests.

    aadAuthEnabled Boolean

    Whether or not AAD authentication is enabled.

    appInsightsEnabled Boolean

    Whether or not Application Insights is enabled.

    authEnabled Boolean

    Whether or not authentication is enabled.

    autoScaler AKSServiceResponseResponseAutoScaler

    The auto scaler properties.

    computeName String

    The name of the compute resource.

    containerResourceRequirements ContainerResourceRequirementsResponse

    The container resource requirements.

    dataCollection AKSServiceResponseResponseDataCollection

    Details of the data collection options specified.

    deploymentType String

    The deployment type for the service.

    description String

    The service description.

    environmentImageRequest AKSServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    isDefault Boolean

    Is this the default variant.

    kvTags Map<String,String>

    The service tag dictionary. Tags are mutable.

    livenessProbeRequirements AKSServiceResponseResponseLivenessProbeRequirements

    The liveness probe requirements.

    maxConcurrentRequestsPerContainer Integer

    The maximum number of concurrent requests per container.

    maxQueueWaitMs Integer

    Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)

    models List<ModelResponse>

    The list of models.

    namespace String

    The Kubernetes namespace of the deployment.

    numReplicas Integer

    The number of replicas on the cluster.

    properties Map<String,String>

    The service property dictionary. Properties are immutable.

    scoringTimeoutMs Integer

    The scoring timeout in milliseconds.

    trafficPercentile Double

    The amount of traffic variant receives.

    type String

    The type of the variant.

    deploymentStatus AKSServiceResponseResponseDeploymentStatus

    The deployment status.

    error ServiceResponseBaseResponseError

    The error details.

    modelConfigMap {[key: string]: any}

    Details on the models and configurations.

    scoringUri string

    The Uri for sending scoring requests.

    state string

    The current state of the service.

    swaggerUri string

    The Uri for sending swagger requests.

    aadAuthEnabled boolean

    Whether or not AAD authentication is enabled.

    appInsightsEnabled boolean

    Whether or not Application Insights is enabled.

    authEnabled boolean

    Whether or not authentication is enabled.

    autoScaler AKSServiceResponseResponseAutoScaler

    The auto scaler properties.

    computeName string

    The name of the compute resource.

    containerResourceRequirements ContainerResourceRequirementsResponse

    The container resource requirements.

    dataCollection AKSServiceResponseResponseDataCollection

    Details of the data collection options specified.

    deploymentType string

    The deployment type for the service.

    description string

    The service description.

    environmentImageRequest AKSServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    isDefault boolean

    Is this the default variant.

    kvTags {[key: string]: string}

    The service tag dictionary. Tags are mutable.

    livenessProbeRequirements AKSServiceResponseResponseLivenessProbeRequirements

    The liveness probe requirements.

    maxConcurrentRequestsPerContainer number

    The maximum number of concurrent requests per container.

    maxQueueWaitMs number

    Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)

    models ModelResponse[]

    The list of models.

    namespace string

    The Kubernetes namespace of the deployment.

    numReplicas number

    The number of replicas on the cluster.

    properties {[key: string]: string}

    The service property dictionary. Properties are immutable.

    scoringTimeoutMs number

    The scoring timeout in milliseconds.

    trafficPercentile number

    The amount of traffic variant receives.

    type string

    The type of the variant.

    deployment_status AKSServiceResponseResponseDeploymentStatus

    The deployment status.

    error ServiceResponseBaseResponseError

    The error details.

    model_config_map Mapping[str, Any]

    Details on the models and configurations.

    scoring_uri str

    The Uri for sending scoring requests.

    state str

    The current state of the service.

    swagger_uri str

    The Uri for sending swagger requests.

    aad_auth_enabled bool

    Whether or not AAD authentication is enabled.

    app_insights_enabled bool

    Whether or not Application Insights is enabled.

    auth_enabled bool

    Whether or not authentication is enabled.

    auto_scaler AKSServiceResponseResponseAutoScaler

    The auto scaler properties.

    compute_name str

    The name of the compute resource.

    container_resource_requirements ContainerResourceRequirementsResponse

    The container resource requirements.

    data_collection AKSServiceResponseResponseDataCollection

    Details of the data collection options specified.

    deployment_type str

    The deployment type for the service.

    description str

    The service description.

    environment_image_request AKSServiceResponseResponseEnvironmentImageRequest

    The Environment, models and assets used for inferencing.

    is_default bool

    Is this the default variant.

    kv_tags Mapping[str, str]

    The service tag dictionary. Tags are mutable.

    liveness_probe_requirements AKSServiceResponseResponseLivenessProbeRequirements

    The liveness probe requirements.

    max_concurrent_requests_per_container int

    The maximum number of concurrent requests per container.

    max_queue_wait_ms int

    Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)

    models Sequence[ModelResponse]

    The list of models.

    namespace str

    The Kubernetes namespace of the deployment.

    num_replicas int

    The number of replicas on the cluster.

    properties Mapping[str, str]

    The service property dictionary. Properties are immutable.

    scoring_timeout_ms int

    The scoring timeout in milliseconds.

    traffic_percentile float

    The amount of traffic variant receives.

    type str

    The type of the variant.

    deploymentStatus Property Map

    The deployment status.

    error Property Map

    The error details.

    modelConfigMap Map<Any>

    Details on the models and configurations.

    scoringUri String

    The Uri for sending scoring requests.

    state String

    The current state of the service.

    swaggerUri String

    The Uri for sending swagger requests.

    aadAuthEnabled Boolean

    Whether or not AAD authentication is enabled.

    appInsightsEnabled Boolean

    Whether or not Application Insights is enabled.

    authEnabled Boolean

    Whether or not authentication is enabled.

    autoScaler Property Map

    The auto scaler properties.

    computeName String

    The name of the compute resource.

    containerResourceRequirements Property Map

    The container resource requirements.

    dataCollection Property Map

    Details of the data collection options specified.

    deploymentType String

    The deployment type for the service.

    description String

    The service description.

    environmentImageRequest Property Map

    The Environment, models and assets used for inferencing.

    isDefault Boolean

    Is this the default variant.

    kvTags Map<String>

    The service tag dictionary. Tags are mutable.

    livenessProbeRequirements Property Map

    The liveness probe requirements.

    maxConcurrentRequestsPerContainer Number

    The maximum number of concurrent requests per container.

    maxQueueWaitMs Number

    Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)

    models List<Property Map>

    The list of models.

    namespace String

    The Kubernetes namespace of the deployment.

    numReplicas Number

    The number of replicas on the cluster.

    properties Map<String>

    The service property dictionary. Properties are immutable.

    scoringTimeoutMs Number

    The scoring timeout in milliseconds.

    trafficPercentile Number

    The amount of traffic variant receives.

    type String

    The type of the variant.

    AKSServiceResponseResponseAutoScaler

    AutoscaleEnabled bool

    Option to enable/disable auto scaling.

    MaxReplicas int

    The maximum number of replicas in the cluster.

    MinReplicas int

    The minimum number of replicas to scale down to.

    RefreshPeriodInSeconds int

    The amount of seconds to wait between auto scale updates.

    TargetUtilization int

    The target utilization percentage to use for determining whether to scale the cluster.

    AutoscaleEnabled bool

    Option to enable/disable auto scaling.

    MaxReplicas int

    The maximum number of replicas in the cluster.

    MinReplicas int

    The minimum number of replicas to scale down to.

    RefreshPeriodInSeconds int

    The amount of seconds to wait between auto scale updates.

    TargetUtilization int

    The target utilization percentage to use for determining whether to scale the cluster.

    autoscaleEnabled Boolean

    Option to enable/disable auto scaling.

    maxReplicas Integer

    The maximum number of replicas in the cluster.

    minReplicas Integer

    The minimum number of replicas to scale down to.

    refreshPeriodInSeconds Integer

    The amount of seconds to wait between auto scale updates.

    targetUtilization Integer

    The target utilization percentage to use for determining whether to scale the cluster.

    autoscaleEnabled boolean

    Option to enable/disable auto scaling.

    maxReplicas number

    The maximum number of replicas in the cluster.

    minReplicas number

    The minimum number of replicas to scale down to.

    refreshPeriodInSeconds number

    The amount of seconds to wait between auto scale updates.

    targetUtilization number

    The target utilization percentage to use for determining whether to scale the cluster.

    autoscale_enabled bool

    Option to enable/disable auto scaling.

    max_replicas int

    The maximum number of replicas in the cluster.

    min_replicas int

    The minimum number of replicas to scale down to.

    refresh_period_in_seconds int

    The amount of seconds to wait between auto scale updates.

    target_utilization int

    The target utilization percentage to use for determining whether to scale the cluster.

    autoscaleEnabled Boolean

    Option to enable/disable auto scaling.

    maxReplicas Number

    The maximum number of replicas in the cluster.

    minReplicas Number

    The minimum number of replicas to scale down to.

    refreshPeriodInSeconds Number

    The amount of seconds to wait between auto scale updates.

    targetUtilization Number

    The target utilization percentage to use for determining whether to scale the cluster.

    AKSServiceResponseResponseDataCollection

    EventHubEnabled bool

    Option for enabling/disabling Event Hub.

    StorageEnabled bool

    Option for enabling/disabling storage.

    EventHubEnabled bool

    Option for enabling/disabling Event Hub.

    StorageEnabled bool

    Option for enabling/disabling storage.

    eventHubEnabled Boolean

    Option for enabling/disabling Event Hub.

    storageEnabled Boolean

    Option for enabling/disabling storage.

    eventHubEnabled boolean

    Option for enabling/disabling Event Hub.

    storageEnabled boolean

    Option for enabling/disabling storage.

    event_hub_enabled bool

    Option for enabling/disabling Event Hub.

    storage_enabled bool

    Option for enabling/disabling storage.

    eventHubEnabled Boolean

    Option for enabling/disabling Event Hub.

    storageEnabled Boolean

    Option for enabling/disabling storage.

    AKSServiceResponseResponseDeploymentStatus

    AvailableReplicas int

    The number of available replicas.

    DesiredReplicas int

    The desired number of replicas.

    Error Pulumi.AzureNative.MachineLearningServices.Inputs.AKSReplicaStatusResponseError

    The error details.

    UpdatedReplicas int

    The number of updated replicas.

    AvailableReplicas int

    The number of available replicas.

    DesiredReplicas int

    The desired number of replicas.

    Error AKSReplicaStatusResponseError

    The error details.

    UpdatedReplicas int

    The number of updated replicas.

    availableReplicas Integer

    The number of available replicas.

    desiredReplicas Integer

    The desired number of replicas.

    error AKSReplicaStatusResponseError

    The error details.

    updatedReplicas Integer

    The number of updated replicas.

    availableReplicas number

    The number of available replicas.

    desiredReplicas number

    The desired number of replicas.

    error AKSReplicaStatusResponseError

    The error details.

    updatedReplicas number

    The number of updated replicas.

    available_replicas int

    The number of available replicas.

    desired_replicas int

    The desired number of replicas.

    error AKSReplicaStatusResponseError

    The error details.

    updated_replicas int

    The number of updated replicas.

    availableReplicas Number

    The number of available replicas.

    desiredReplicas Number

    The desired number of replicas.

    error Property Map

    The error details.

    updatedReplicas Number

    The number of updated replicas.

    AKSServiceResponseResponseEnvironmentImageRequest

    Assets []ImageAssetResponse

    The list of assets.

    DriverProgram string

    The name of the driver file.

    Environment EnvironmentImageResponseResponseEnvironment

    The details of the AZURE ML environment.

    EnvironmentReference EnvironmentImageResponseResponseEnvironmentReference

    The unique identifying details of the AZURE ML environment.

    ModelIds []string

    The list of model Ids.

    Models []ModelResponse

    The list of models.

    assets List<ImageAssetResponse>

    The list of assets.

    driverProgram String

    The name of the driver file.

    environment EnvironmentImageResponseResponseEnvironment

    The details of the AZURE ML environment.

    environmentReference EnvironmentImageResponseResponseEnvironmentReference

    The unique identifying details of the AZURE ML environment.

    modelIds List<String>

    The list of model Ids.

    models List<ModelResponse>

    The list of models.

    assets ImageAssetResponse[]

    The list of assets.

    driverProgram string

    The name of the driver file.

    environment EnvironmentImageResponseResponseEnvironment

    The details of the AZURE ML environment.

    environmentReference EnvironmentImageResponseResponseEnvironmentReference

    The unique identifying details of the AZURE ML environment.

    modelIds string[]

    The list of model Ids.

    models ModelResponse[]

    The list of models.

    assets Sequence[ImageAssetResponse]

    The list of assets.

    driver_program str

    The name of the driver file.

    environment EnvironmentImageResponseResponseEnvironment

    The details of the AZURE ML environment.

    environment_reference EnvironmentImageResponseResponseEnvironmentReference

    The unique identifying details of the AZURE ML environment.

    model_ids Sequence[str]

    The list of model Ids.

    models Sequence[ModelResponse]

    The list of models.

    assets List<Property Map>

    The list of assets.

    driverProgram String

    The name of the driver file.

    environment Property Map

    The details of the AZURE ML environment.

    environmentReference Property Map

    The unique identifying details of the AZURE ML environment.

    modelIds List<String>

    The list of model Ids.

    models List<Property Map>

    The list of models.

    AKSServiceResponseResponseLivenessProbeRequirements

    FailureThreshold int

    The number of failures to allow before returning an unhealthy status.

    InitialDelaySeconds int

    The delay before the first probe in seconds.

    PeriodSeconds int

    The length of time between probes in seconds.

    SuccessThreshold int

    The number of successful probes before returning a healthy status.

    TimeoutSeconds int

    The probe timeout in seconds.

    FailureThreshold int

    The number of failures to allow before returning an unhealthy status.

    InitialDelaySeconds int

    The delay before the first probe in seconds.

    PeriodSeconds int

    The length of time between probes in seconds.

    SuccessThreshold int

    The number of successful probes before returning a healthy status.

    TimeoutSeconds int

    The probe timeout in seconds.

    failureThreshold Integer

    The number of failures to allow before returning an unhealthy status.

    initialDelaySeconds Integer

    The delay before the first probe in seconds.

    periodSeconds Integer

    The length of time between probes in seconds.

    successThreshold Integer

    The number of successful probes before returning a healthy status.

    timeoutSeconds Integer

    The probe timeout in seconds.

    failureThreshold number

    The number of failures to allow before returning an unhealthy status.

    initialDelaySeconds number

    The delay before the first probe in seconds.

    periodSeconds number

    The length of time between probes in seconds.

    successThreshold number

    The number of successful probes before returning a healthy status.

    timeoutSeconds number

    The probe timeout in seconds.

    failure_threshold int

    The number of failures to allow before returning an unhealthy status.

    initial_delay_seconds int

    The delay before the first probe in seconds.

    period_seconds int

    The length of time between probes in seconds.

    success_threshold int

    The number of successful probes before returning a healthy status.

    timeout_seconds int

    The probe timeout in seconds.

    failureThreshold Number

    The number of failures to allow before returning an unhealthy status.

    initialDelaySeconds Number

    The delay before the first probe in seconds.

    periodSeconds Number

    The length of time between probes in seconds.

    successThreshold Number

    The number of successful probes before returning a healthy status.

    timeoutSeconds Number

    The probe timeout in seconds.

    AKSVariantResponseResponse

    Error Pulumi.AzureNative.MachineLearningServices.Inputs.ServiceResponseBaseResponseError

    The error details.

    State string

    The current state of the service.

    DeploymentType string

    The deployment type for the service.

    Description string

    The service description.

    IsDefault bool

    Is this the default variant.

    KvTags Dictionary<string, string>

    The service tag dictionary. Tags are mutable.

    Properties Dictionary<string, string>

    The service property dictionary. Properties are immutable.

    TrafficPercentile double

    The amount of traffic variant receives.

    Type string

    The type of the variant.

    Error ServiceResponseBaseResponseError

    The error details.

    State string

    The current state of the service.

    DeploymentType string

    The deployment type for the service.

    Description string

    The service description.

    IsDefault bool

    Is this the default variant.

    KvTags map[string]string

    The service tag dictionary. Tags are mutable.

    Properties map[string]string

    The service property dictionary. Properties are immutable.

    TrafficPercentile float64

    The amount of traffic variant receives.

    Type string

    The type of the variant.

    error ServiceResponseBaseResponseError

    The error details.

    state String

    The current state of the service.

    deploymentType String

    The deployment type for the service.

    description String

    The service description.

    isDefault Boolean

    Is this the default variant.

    kvTags Map<String,String>

    The service tag dictionary. Tags are mutable.

    properties Map<String,String>

    The service property dictionary. Properties are immutable.

    trafficPercentile Double

    The amount of traffic variant receives.

    type String

    The type of the variant.

    error ServiceResponseBaseResponseError

    The error details.

    state string

    The current state of the service.

    deploymentType string

    The deployment type for the service.

    description string

    The service description.

    isDefault boolean

    Is this the default variant.

    kvTags {[key: string]: string}

    The service tag dictionary. Tags are mutable.

    properties {[key: string]: string}

    The service property dictionary. Properties are immutable.

    trafficPercentile number

    The amount of traffic variant receives.

    type string

    The type of the variant.

    error ServiceResponseBaseResponseError

    The error details.

    state str

    The current state of the service.

    deployment_type str

    The deployment type for the service.

    description str

    The service description.

    is_default bool

    Is this the default variant.

    kv_tags Mapping[str, str]

    The service tag dictionary. Tags are mutable.

    properties Mapping[str, str]

    The service property dictionary. Properties are immutable.

    traffic_percentile float

    The amount of traffic variant receives.

    type str

    The type of the variant.

    error Property Map

    The error details.

    state String

    The current state of the service.

    deploymentType String

    The deployment type for the service.

    description String

    The service description.

    isDefault Boolean

    Is this the default variant.

    kvTags Map<String>

    The service tag dictionary. Tags are mutable.

    properties Map<String>

    The service property dictionary. Properties are immutable.

    trafficPercentile Number

    The amount of traffic variant receives.

    type String

    The type of the variant.

    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/

    DatasetReferenceResponse

    Id string

    The id of the dataset reference.

    Name string

    The name of the dataset reference.

    Id string

    The id of the dataset reference.

    Name string

    The name of the dataset reference.

    id String

    The id of the dataset reference.

    name String

    The name of the dataset reference.

    id string

    The id of the dataset reference.

    name string

    The name of the dataset reference.

    id str

    The id of the dataset reference.

    name str

    The name of the dataset reference.

    id String

    The id of the dataset reference.

    name String

    The name of the dataset reference.

    EnvironmentImageResponseResponseEnvironment

    Docker Pulumi.AzureNative.MachineLearningServices.Inputs.ModelEnvironmentDefinitionResponseResponseDocker

    The definition of a Docker container.

    EnvironmentVariables Dictionary<string, string>

    Definition of environment variables to be defined in the environment.

    InferencingStackVersion string

    The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".

    Name string

    The name of the environment.

    Python Pulumi.AzureNative.MachineLearningServices.Inputs.ModelEnvironmentDefinitionResponseResponsePython

    Settings for a Python environment.

    R Pulumi.AzureNative.MachineLearningServices.Inputs.ModelEnvironmentDefinitionResponseResponseR

    Settings for a R environment.

    Spark Pulumi.AzureNative.MachineLearningServices.Inputs.ModelEnvironmentDefinitionResponseResponseSpark

    The configuration for a Spark environment.

    Version string

    The environment version.

    Docker ModelEnvironmentDefinitionResponseResponseDocker

    The definition of a Docker container.

    EnvironmentVariables map[string]string

    Definition of environment variables to be defined in the environment.

    InferencingStackVersion string

    The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".

    Name string

    The name of the environment.

    Python ModelEnvironmentDefinitionResponseResponsePython

    Settings for a Python environment.

    R ModelEnvironmentDefinitionResponseResponseR

    Settings for a R environment.

    Spark ModelEnvironmentDefinitionResponseResponseSpark

    The configuration for a Spark environment.

    Version string

    The environment version.

    docker ModelEnvironmentDefinitionResponseResponseDocker

    The definition of a Docker container.

    environmentVariables Map<String,String>

    Definition of environment variables to be defined in the environment.

    inferencingStackVersion String

    The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".

    name String

    The name of the environment.

    python ModelEnvironmentDefinitionResponseResponsePython

    Settings for a Python environment.

    r ModelEnvironmentDefinitionResponseResponseR

    Settings for a R environment.

    spark ModelEnvironmentDefinitionResponseResponseSpark

    The configuration for a Spark environment.

    version String

    The environment version.

    docker ModelEnvironmentDefinitionResponseResponseDocker

    The definition of a Docker container.

    environmentVariables {[key: string]: string}

    Definition of environment variables to be defined in the environment.

    inferencingStackVersion string

    The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".

    name string

    The name of the environment.

    python ModelEnvironmentDefinitionResponseResponsePython

    Settings for a Python environment.

    r ModelEnvironmentDefinitionResponseResponseR

    Settings for a R environment.

    spark ModelEnvironmentDefinitionResponseResponseSpark

    The configuration for a Spark environment.

    version string

    The environment version.

    docker ModelEnvironmentDefinitionResponseResponseDocker

    The definition of a Docker container.

    environment_variables Mapping[str, str]

    Definition of environment variables to be defined in the environment.

    inferencing_stack_version str

    The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".

    name str

    The name of the environment.

    python ModelEnvironmentDefinitionResponseResponsePython

    Settings for a Python environment.

    r ModelEnvironmentDefinitionResponseResponseR

    Settings for a R environment.

    spark ModelEnvironmentDefinitionResponseResponseSpark

    The configuration for a Spark environment.

    version str

    The environment version.

    docker Property Map

    The definition of a Docker container.

    environmentVariables Map<String>

    Definition of environment variables to be defined in the environment.

    inferencingStackVersion String

    The inferencing stack version added to the image. To avoid adding an inferencing stack, do not set this value. Valid values: "latest".

    name String

    The name of the environment.

    python Property Map

    Settings for a Python environment.

    r Property Map

    Settings for a R environment.

    spark Property Map

    The configuration for a Spark environment.

    version String

    The environment version.

    EnvironmentImageResponseResponseEnvironmentReference

    Name string

    Name of the environment.

    Version string

    Version of the environment.

    Name string

    Name of the environment.

    Version string

    Version of the environment.

    name String

    Name of the environment.

    version String

    Version of the environment.

    name string

    Name of the environment.

    version string

    Version of the environment.

    name str

    Name of the environment.

    version str

    Version of the environment.

    name String

    Name of the environment.

    version String

    Version of the environment.

    ErrorDetailResponse

    Code string

    Error code.

    Message string

    Error message.

    Code string

    Error code.

    Message string

    Error message.

    code String

    Error code.

    message String

    Error message.

    code string

    Error code.

    message string

    Error message.

    code str

    Error code.

    message str

    Error message.

    code String

    Error code.

    message String

    Error message.

    ErrorResponseResponse

    Code string

    Error code.

    Details List<Pulumi.AzureNative.MachineLearningServices.Inputs.ErrorDetailResponse>

    An array of error detail objects.

    Message string

    Error message.

    Code string

    Error code.

    Details []ErrorDetailResponse

    An array of error detail objects.

    Message string

    Error message.

    code String

    Error code.

    details List<ErrorDetailResponse>

    An array of error detail objects.

    message String

    Error message.

    code string

    Error code.

    details ErrorDetailResponse[]

    An array of error detail objects.

    message string

    Error message.

    code str

    Error code.

    details Sequence[ErrorDetailResponse]

    An array of error detail objects.

    message str

    Error message.

    code String

    Error code.

    details List<Property Map>

    An array of error detail objects.

    message String

    Error message.

    IdentityResponse

    PrincipalId string

    The principal ID of resource identity.

    TenantId string

    The tenant ID of resource.

    Type string

    The identity type.

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

    The user assigned identities associated with the resource.

    PrincipalId string

    The principal ID of resource identity.

    TenantId string

    The tenant ID of resource.

    Type string

    The identity type.

    UserAssignedIdentities map[string]UserAssignedIdentityResponse

    The user assigned identities associated with the resource.

    principalId String

    The principal ID of resource identity.

    tenantId String

    The tenant ID of resource.

    type String

    The identity type.

    userAssignedIdentities Map<String,UserAssignedIdentityResponse>

    The user assigned identities associated with the resource.

    principalId string

    The principal ID of resource identity.

    tenantId string

    The tenant ID of resource.

    type string

    The identity type.

    userAssignedIdentities {[key: string]: UserAssignedIdentityResponse}

    The user assigned identities associated with the resource.

    principal_id str

    The principal ID of resource identity.

    tenant_id str

    The tenant ID of resource.

    type str

    The identity type.

    user_assigned_identities Mapping[str, UserAssignedIdentityResponse]

    The user assigned identities associated with the resource.

    principalId String

    The principal ID of resource identity.

    tenantId String

    The tenant ID of resource.

    type String

    The identity type.

    userAssignedIdentities Map<Property Map>

    The user assigned identities associated with the resource.

    ImageAssetResponse

    Id string

    The Asset Id.

    MimeType string

    The mime type.

    Unpack bool

    Whether the Asset is unpacked.

    Url string

    The Url of the Asset.

    Id string

    The Asset Id.

    MimeType string

    The mime type.

    Unpack bool

    Whether the Asset is unpacked.

    Url string

    The Url of the Asset.

    id String

    The Asset Id.

    mimeType String

    The mime type.

    unpack Boolean

    Whether the Asset is unpacked.

    url String

    The Url of the Asset.

    id string

    The Asset Id.

    mimeType string

    The mime type.

    unpack boolean

    Whether the Asset is unpacked.

    url string

    The Url of the Asset.

    id str

    The Asset Id.

    mime_type str

    The mime type.

    unpack bool

    Whether the Asset is unpacked.

    url str

    The Url of the Asset.

    id String

    The Asset Id.

    mimeType String

    The mime type.

    unpack Boolean

    Whether the Asset is unpacked.

    url String

    The Url of the Asset.

    ModelDockerSectionResponseResponseBaseImageRegistry

    Address string
    Address string
    address String
    address string
    address String

    ModelEnvironmentDefinitionResponseResponseDocker

    BaseDockerfile string

    Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.

    BaseImage string

    Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.

    BaseImageRegistry Pulumi.AzureNative.MachineLearningServices.Inputs.ModelDockerSectionResponseResponseBaseImageRegistry

    Image registry that contains the base image.

    BaseDockerfile string

    Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.

    BaseImage string

    Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.

    BaseImageRegistry ModelDockerSectionResponseResponseBaseImageRegistry

    Image registry that contains the base image.

    baseDockerfile String

    Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.

    baseImage String

    Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.

    baseImageRegistry ModelDockerSectionResponseResponseBaseImageRegistry

    Image registry that contains the base image.

    baseDockerfile string

    Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.

    baseImage string

    Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.

    baseImageRegistry ModelDockerSectionResponseResponseBaseImageRegistry

    Image registry that contains the base image.

    base_dockerfile str

    Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.

    base_image str

    Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.

    base_image_registry ModelDockerSectionResponseResponseBaseImageRegistry

    Image registry that contains the base image.

    baseDockerfile String

    Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.

    baseImage String

    Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.

    baseImageRegistry Property Map

    Image registry that contains the base image.

    ModelEnvironmentDefinitionResponseResponsePython

    BaseCondaEnvironment string
    CondaDependencies object

    A JObject containing Conda dependencies.

    InterpreterPath string

    The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.

    UserManagedDependencies bool

    True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.

    BaseCondaEnvironment string
    CondaDependencies interface{}

    A JObject containing Conda dependencies.

    InterpreterPath string

    The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.

    UserManagedDependencies bool

    True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.

    baseCondaEnvironment String
    condaDependencies Object

    A JObject containing Conda dependencies.

    interpreterPath String

    The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.

    userManagedDependencies Boolean

    True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.

    baseCondaEnvironment string
    condaDependencies any

    A JObject containing Conda dependencies.

    interpreterPath string

    The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.

    userManagedDependencies boolean

    True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.

    base_conda_environment str
    conda_dependencies Any

    A JObject containing Conda dependencies.

    interpreter_path str

    The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.

    user_managed_dependencies bool

    True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.

    baseCondaEnvironment String
    condaDependencies Any

    A JObject containing Conda dependencies.

    interpreterPath String

    The python interpreter path to use if an environment build is not required. The path specified gets used to call the user script.

    userManagedDependencies Boolean

    True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.

    ModelEnvironmentDefinitionResponseResponseR

    BioConductorPackages List<string>

    The packages from Bioconductor.

    CranPackages List<Pulumi.AzureNative.MachineLearningServices.Inputs.RCranPackageResponse>

    The CRAN packages to use.

    CustomUrlPackages List<string>

    The packages from custom urls.

    GitHubPackages List<Pulumi.AzureNative.MachineLearningServices.Inputs.RGitHubPackageResponseResponse>

    The packages directly from GitHub.

    RVersion string

    The version of R to be installed

    RscriptPath string

    The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.

    SnapshotDate string

    Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"

    UserManaged bool

    Indicates whether the environment is managed by user or by AzureML.

    BioConductorPackages []string

    The packages from Bioconductor.

    CranPackages []RCranPackageResponse

    The CRAN packages to use.

    CustomUrlPackages []string

    The packages from custom urls.

    GitHubPackages []RGitHubPackageResponseResponse

    The packages directly from GitHub.

    RVersion string

    The version of R to be installed

    RscriptPath string

    The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.

    SnapshotDate string

    Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"

    UserManaged bool

    Indicates whether the environment is managed by user or by AzureML.

    bioConductorPackages List<String>

    The packages from Bioconductor.

    cranPackages List<RCranPackageResponse>

    The CRAN packages to use.

    customUrlPackages List<String>

    The packages from custom urls.

    gitHubPackages List<RGitHubPackageResponseResponse>

    The packages directly from GitHub.

    rVersion String

    The version of R to be installed

    rscriptPath String

    The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.

    snapshotDate String

    Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"

    userManaged Boolean

    Indicates whether the environment is managed by user or by AzureML.

    bioConductorPackages string[]

    The packages from Bioconductor.

    cranPackages RCranPackageResponse[]

    The CRAN packages to use.

    customUrlPackages string[]

    The packages from custom urls.

    gitHubPackages RGitHubPackageResponseResponse[]

    The packages directly from GitHub.

    rVersion string

    The version of R to be installed

    rscriptPath string

    The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.

    snapshotDate string

    Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"

    userManaged boolean

    Indicates whether the environment is managed by user or by AzureML.

    bio_conductor_packages Sequence[str]

    The packages from Bioconductor.

    cran_packages Sequence[RCranPackageResponse]

    The CRAN packages to use.

    custom_url_packages Sequence[str]

    The packages from custom urls.

    git_hub_packages Sequence[RGitHubPackageResponseResponse]

    The packages directly from GitHub.

    r_version str

    The version of R to be installed

    rscript_path str

    The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.

    snapshot_date str

    Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"

    user_managed bool

    Indicates whether the environment is managed by user or by AzureML.

    bioConductorPackages List<String>

    The packages from Bioconductor.

    cranPackages List<Property Map>

    The CRAN packages to use.

    customUrlPackages List<String>

    The packages from custom urls.

    gitHubPackages List<Property Map>

    The packages directly from GitHub.

    rVersion String

    The version of R to be installed

    rscriptPath String

    The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.

    snapshotDate String

    Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"

    userManaged Boolean

    Indicates whether the environment is managed by user or by AzureML.

    ModelEnvironmentDefinitionResponseResponseSpark

    Packages List<Pulumi.AzureNative.MachineLearningServices.Inputs.SparkMavenPackageResponse>

    The Spark packages to use.

    PrecachePackages bool

    Whether to precache the packages.

    Repositories List<string>

    The list of spark repositories.

    Packages []SparkMavenPackageResponse

    The Spark packages to use.

    PrecachePackages bool

    Whether to precache the packages.

    Repositories []string

    The list of spark repositories.

    packages List<SparkMavenPackageResponse>

    The Spark packages to use.

    precachePackages Boolean

    Whether to precache the packages.

    repositories List<String>

    The list of spark repositories.

    packages SparkMavenPackageResponse[]

    The Spark packages to use.

    precachePackages boolean

    Whether to precache the packages.

    repositories string[]

    The list of spark repositories.

    packages Sequence[SparkMavenPackageResponse]

    The Spark packages to use.

    precache_packages bool

    Whether to precache the packages.

    repositories Sequence[str]

    The list of spark repositories.

    packages List<Property Map>

    The Spark packages to use.

    precachePackages Boolean

    Whether to precache the packages.

    repositories List<String>

    The list of spark repositories.

    ModelResponse

    MimeType string

    The MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml

    Name string

    The Model name.

    Url string

    The URL of the Model. Usually a SAS URL.

    CreatedTime string

    The Model creation time (UTC).

    Datasets List<Pulumi.AzureNative.MachineLearningServices.Inputs.DatasetReferenceResponse>

    The list of datasets associated with the model.

    DerivedModelIds List<string>

    Models derived from this model

    Description string

    The Model description text.

    ExperimentName string

    The name of the experiment where this model was created.

    Framework string

    The Model framework.

    FrameworkVersion string

    The Model framework version.

    Id string

    The Model Id.

    KvTags Dictionary<string, string>

    The Model tag dictionary. Items are mutable.

    ModifiedTime string

    The Model last modified time (UTC).

    ParentModelId string

    The Parent Model Id.

    Properties Dictionary<string, string>

    The Model property dictionary. Properties are immutable.

    ResourceRequirements Pulumi.AzureNative.MachineLearningServices.Inputs.ContainerResourceRequirementsResponse

    Resource requirements for the model

    RunId string

    The RunId that created this model.

    SampleInputData string

    Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    SampleOutputData string

    Sample Output Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    Unpack bool

    Indicates whether we need to unpack the Model during docker Image creation.

    Version double

    The Model version assigned by Model Management Service.

    MimeType string

    The MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml

    Name string

    The Model name.

    Url string

    The URL of the Model. Usually a SAS URL.

    CreatedTime string

    The Model creation time (UTC).

    Datasets []DatasetReferenceResponse

    The list of datasets associated with the model.

    DerivedModelIds []string

    Models derived from this model

    Description string

    The Model description text.

    ExperimentName string

    The name of the experiment where this model was created.

    Framework string

    The Model framework.

    FrameworkVersion string

    The Model framework version.

    Id string

    The Model Id.

    KvTags map[string]string

    The Model tag dictionary. Items are mutable.

    ModifiedTime string

    The Model last modified time (UTC).

    ParentModelId string

    The Parent Model Id.

    Properties map[string]string

    The Model property dictionary. Properties are immutable.

    ResourceRequirements ContainerResourceRequirementsResponse

    Resource requirements for the model

    RunId string

    The RunId that created this model.

    SampleInputData string

    Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    SampleOutputData string

    Sample Output Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    Unpack bool

    Indicates whether we need to unpack the Model during docker Image creation.

    Version float64

    The Model version assigned by Model Management Service.

    mimeType String

    The MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml

    name String

    The Model name.

    url String

    The URL of the Model. Usually a SAS URL.

    createdTime String

    The Model creation time (UTC).

    datasets List<DatasetReferenceResponse>

    The list of datasets associated with the model.

    derivedModelIds List<String>

    Models derived from this model

    description String

    The Model description text.

    experimentName String

    The name of the experiment where this model was created.

    framework String

    The Model framework.

    frameworkVersion String

    The Model framework version.

    id String

    The Model Id.

    kvTags Map<String,String>

    The Model tag dictionary. Items are mutable.

    modifiedTime String

    The Model last modified time (UTC).

    parentModelId String

    The Parent Model Id.

    properties Map<String,String>

    The Model property dictionary. Properties are immutable.

    resourceRequirements ContainerResourceRequirementsResponse

    Resource requirements for the model

    runId String

    The RunId that created this model.

    sampleInputData String

    Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    sampleOutputData String

    Sample Output Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    unpack Boolean

    Indicates whether we need to unpack the Model during docker Image creation.

    version Double

    The Model version assigned by Model Management Service.

    mimeType string

    The MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml

    name string

    The Model name.

    url string

    The URL of the Model. Usually a SAS URL.

    createdTime string

    The Model creation time (UTC).

    datasets DatasetReferenceResponse[]

    The list of datasets associated with the model.

    derivedModelIds string[]

    Models derived from this model

    description string

    The Model description text.

    experimentName string

    The name of the experiment where this model was created.

    framework string

    The Model framework.

    frameworkVersion string

    The Model framework version.

    id string

    The Model Id.

    kvTags {[key: string]: string}

    The Model tag dictionary. Items are mutable.

    modifiedTime string

    The Model last modified time (UTC).

    parentModelId string

    The Parent Model Id.

    properties {[key: string]: string}

    The Model property dictionary. Properties are immutable.

    resourceRequirements ContainerResourceRequirementsResponse

    Resource requirements for the model

    runId string

    The RunId that created this model.

    sampleInputData string

    Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    sampleOutputData string

    Sample Output Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    unpack boolean

    Indicates whether we need to unpack the Model during docker Image creation.

    version number

    The Model version assigned by Model Management Service.

    mime_type str

    The MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml

    name str

    The Model name.

    url str

    The URL of the Model. Usually a SAS URL.

    created_time str

    The Model creation time (UTC).

    datasets Sequence[DatasetReferenceResponse]

    The list of datasets associated with the model.

    derived_model_ids Sequence[str]

    Models derived from this model

    description str

    The Model description text.

    experiment_name str

    The name of the experiment where this model was created.

    framework str

    The Model framework.

    framework_version str

    The Model framework version.

    id str

    The Model Id.

    kv_tags Mapping[str, str]

    The Model tag dictionary. Items are mutable.

    modified_time str

    The Model last modified time (UTC).

    parent_model_id str

    The Parent Model Id.

    properties Mapping[str, str]

    The Model property dictionary. Properties are immutable.

    resource_requirements ContainerResourceRequirementsResponse

    Resource requirements for the model

    run_id str

    The RunId that created this model.

    sample_input_data str

    Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    sample_output_data str

    Sample Output Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    unpack bool

    Indicates whether we need to unpack the Model during docker Image creation.

    version float

    The Model version assigned by Model Management Service.

    mimeType String

    The MIME type of Model content. For more details about MIME type, please open https://www.iana.org/assignments/media-types/media-types.xhtml

    name String

    The Model name.

    url String

    The URL of the Model. Usually a SAS URL.

    createdTime String

    The Model creation time (UTC).

    datasets List<Property Map>

    The list of datasets associated with the model.

    derivedModelIds List<String>

    Models derived from this model

    description String

    The Model description text.

    experimentName String

    The name of the experiment where this model was created.

    framework String

    The Model framework.

    frameworkVersion String

    The Model framework version.

    id String

    The Model Id.

    kvTags Map<String>

    The Model tag dictionary. Items are mutable.

    modifiedTime String

    The Model last modified time (UTC).

    parentModelId String

    The Parent Model Id.

    properties Map<String>

    The Model property dictionary. Properties are immutable.

    resourceRequirements Property Map

    Resource requirements for the model

    runId String

    The RunId that created this model.

    sampleInputData String

    Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    sampleOutputData String

    Sample Output Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}

    unpack Boolean

    Indicates whether we need to unpack the Model during docker Image creation.

    version Number

    The Model version assigned by Model Management Service.

    RCranPackageResponse

    Name string

    The package name.

    Repository string

    The repository name.

    Name string

    The package name.

    Repository string

    The repository name.

    name String

    The package name.

    repository String

    The repository name.

    name string

    The package name.

    repository string

    The repository name.

    name str

    The package name.

    repository str

    The repository name.

    name String

    The package name.

    repository String

    The repository name.

    RGitHubPackageResponseResponse

    Repository string

    Repository address in the format username/repo[/subdir][@ref|#pull].

    Repository string

    Repository address in the format username/repo[/subdir][@ref|#pull].

    repository String

    Repository address in the format username/repo[/subdir][@ref|#pull].

    repository string

    Repository address in the format username/repo[/subdir][@ref|#pull].

    repository str

    Repository address in the format username/repo[/subdir][@ref|#pull].

    repository String

    Repository address in the format username/repo[/subdir][@ref|#pull].

    ServiceResponseBaseResponseError

    Error ErrorResponseResponse

    The error response.

    error ErrorResponseResponse

    The error response.

    error ErrorResponseResponse

    The error response.

    error ErrorResponseResponse

    The error response.

    error Property Map

    The error response.

    SkuResponse

    Name string

    Name of the sku

    Tier string

    Tier of the sku like Basic or Enterprise

    Name string

    Name of the sku

    Tier string

    Tier of the sku like Basic or Enterprise

    name String

    Name of the sku

    tier String

    Tier of the sku like Basic or Enterprise

    name string

    Name of the sku

    tier string

    Tier of the sku like Basic or Enterprise

    name str

    Name of the sku

    tier str

    Tier of the sku like Basic or Enterprise

    name String

    Name of the sku

    tier String

    Tier of the sku like Basic or Enterprise

    SparkMavenPackageResponse

    Artifact string
    Group string
    Version string
    Artifact string
    Group string
    Version string
    artifact String
    group String
    version String
    artifact string
    group string
    version string
    artifact String
    group String
    version String

    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

    UserAssignedIdentityResponse

    ClientId string

    The clientId(aka appId) of the user assigned identity.

    PrincipalId string

    The principal ID of the user assigned identity.

    TenantId string

    The tenant ID of the user assigned identity.

    ClientId string

    The clientId(aka appId) of the user assigned identity.

    PrincipalId string

    The principal ID of the user assigned identity.

    TenantId string

    The tenant ID of the user assigned identity.

    clientId String

    The clientId(aka appId) of the user assigned identity.

    principalId String

    The principal ID of the user assigned identity.

    tenantId String

    The tenant ID of the user assigned identity.

    clientId string

    The clientId(aka appId) of the user assigned identity.

    principalId string

    The principal ID of the user assigned identity.

    tenantId string

    The tenant ID of the user assigned identity.

    client_id str

    The clientId(aka appId) of the user assigned identity.

    principal_id str

    The principal ID of the user assigned identity.

    tenant_id str

    The tenant ID of the user assigned identity.

    clientId String

    The clientId(aka appId) of the user assigned identity.

    principalId String

    The principal ID of the user assigned identity.

    tenantId String

    The tenant ID of the user assigned identity.

    Package Details

    Repository
    Azure Native pulumi/pulumi-azure-native
    License
    Apache-2.0
    azure-native logo
    Azure Native v1.103.0 published on Friday, Jun 2, 2023 by Pulumi