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This is the latest version of Azure Native. Use the Azure Native v1 docs if using the v1 version of this package.
Azure Native v2.89.1 published on Sunday, Mar 2, 2025 by Pulumi
pulumi/pulumi-azure-native

azure-native.machinelearningservices.getInferenceGroup

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This is the latest version of Azure Native. Use the Azure Native v1 docs if using the v1 version of this package.
Azure Native v2.89.1 published on Sunday, Mar 2, 2025 by Pulumi
pulumi/pulumi-azure-native

    Azure REST API version: 2023-08-01-preview.

    Other available API versions: 2024-01-01-preview, 2024-04-01-preview, 2024-10-01-preview.

    Using getInferenceGroup

    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 getInferenceGroup(args: GetInferenceGroupArgs, opts?: InvokeOptions): Promise<GetInferenceGroupResult>
function getInferenceGroupOutput(args: GetInferenceGroupOutputArgs, opts?: InvokeOptions): Output<GetInferenceGroupResult>
    def get_inference_group(group_name: Optional[str] = None,
                        pool_name: Optional[str] = None,
                        resource_group_name: Optional[str] = None,
                        workspace_name: Optional[str] = None,
                        opts: Optional[InvokeOptions] = None) -> GetInferenceGroupResult
def get_inference_group_output(group_name: Optional[pulumi.Input[str]] = None,
                        pool_name: Optional[pulumi.Input[str]] = None,
                        resource_group_name: Optional[pulumi.Input[str]] = None,
                        workspace_name: Optional[pulumi.Input[str]] = None,
                        opts: Optional[InvokeOptions] = None) -> Output[GetInferenceGroupResult]
    func LookupInferenceGroup(ctx *Context, args *LookupInferenceGroupArgs, opts ...InvokeOption) (*LookupInferenceGroupResult, error)
func LookupInferenceGroupOutput(ctx *Context, args *LookupInferenceGroupOutputArgs, opts ...InvokeOption) LookupInferenceGroupResultOutput

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

    public static class GetInferenceGroup 
{
    public static Task<GetInferenceGroupResult> InvokeAsync(GetInferenceGroupArgs args, InvokeOptions? opts = null)
    public static Output<GetInferenceGroupResult> Invoke(GetInferenceGroupInvokeArgs args, InvokeOptions? opts = null)
}
    public static CompletableFuture<GetInferenceGroupResult> getInferenceGroup(GetInferenceGroupArgs args, InvokeOptions options)
public static Output<GetInferenceGroupResult> getInferenceGroup(GetInferenceGroupArgs args, InvokeOptions options)

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

    The following arguments are supported:

    GroupName string
    InferenceGroup name.
    PoolName string
    InferencePool name.
    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    WorkspaceName string
    Name of Azure Machine Learning workspace.
    GroupName string
    InferenceGroup name.
    PoolName string
    InferencePool name.
    ResourceGroupName string
    The name of the resource group. The name is case insensitive.
    WorkspaceName string
    Name of Azure Machine Learning workspace.
    groupName String
    InferenceGroup name.
    poolName String
    InferencePool name.
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    workspaceName String
    Name of Azure Machine Learning workspace.
    groupName string
    InferenceGroup name.
    poolName string
    InferencePool name.
    resourceGroupName string
    The name of the resource group. The name is case insensitive.
    workspaceName string
    Name of Azure Machine Learning workspace.
    group_name str
    InferenceGroup name.
    pool_name str
    InferencePool name.
    resource_group_name str
    The name of the resource group. The name is case insensitive.
    workspace_name str
    Name of Azure Machine Learning workspace.
    groupName String
    InferenceGroup name.
    poolName String
    InferencePool name.
    resourceGroupName String
    The name of the resource group. The name is case insensitive.
    workspaceName String
    Name of Azure Machine Learning workspace.

    getInferenceGroup Result

    The following output properties are available:

    Id string
    Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
    InferenceGroupProperties Pulumi.AzureNative.MachineLearningServices.Outputs.InferenceGroupResponse
    [Required] Additional attributes of the entity.
    Location string
    The geo-location where the resource lives
    Name string
    The name of the resource
    SystemData Pulumi.AzureNative.MachineLearningServices.Outputs.SystemDataResponse
    Azure Resource Manager metadata containing createdBy and modifiedBy information.
    Type string
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    Identity Pulumi.AzureNative.MachineLearningServices.Outputs.ManagedServiceIdentityResponse
    Managed service identity (system assigned and/or user assigned identities)
    Kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    Sku Pulumi.AzureNative.MachineLearningServices.Outputs.SkuResponse
    Sku details required for ARM contract for Autoscaling.
    Tags Dictionary<string, string>
    Resource tags.
    Id string
    Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
    InferenceGroupProperties InferenceGroupResponse
    [Required] Additional attributes of the entity.
    Location string
    The geo-location where the resource lives
    Name string
    The name of the resource
    SystemData SystemDataResponse
    Azure Resource Manager metadata containing createdBy and modifiedBy information.
    Type string
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    Identity ManagedServiceIdentityResponse
    Managed service identity (system assigned and/or user assigned identities)
    Kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    Sku SkuResponse
    Sku details required for ARM contract for Autoscaling.
    Tags map[string]string
    Resource tags.
    id String
    Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
    inferenceGroupProperties InferenceGroupResponse
    [Required] Additional attributes of the entity.
    location String
    The geo-location where the resource lives
    name String
    The name of the resource
    systemData SystemDataResponse
    Azure Resource Manager metadata containing createdBy and modifiedBy information.
    type String
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    identity ManagedServiceIdentityResponse
    Managed service identity (system assigned and/or user assigned identities)
    kind String
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    sku SkuResponse
    Sku details required for ARM contract for Autoscaling.
    tags Map<String,String>
    Resource tags.
    id string
    Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
    inferenceGroupProperties InferenceGroupResponse
    [Required] Additional attributes of the entity.
    location string
    The geo-location where the resource lives
    name string
    The name of the resource
    systemData SystemDataResponse
    Azure Resource Manager metadata containing createdBy and modifiedBy information.
    type string
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    identity ManagedServiceIdentityResponse
    Managed service identity (system assigned and/or user assigned identities)
    kind string
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    sku SkuResponse
    Sku details required for ARM contract for Autoscaling.
    tags {[key: string]: string}
    Resource tags.
    id str
    Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
    inference_group_properties InferenceGroupResponse
    [Required] Additional attributes of the entity.
    location str
    The geo-location where the resource lives
    name str
    The name of the resource
    system_data SystemDataResponse
    Azure Resource Manager metadata containing createdBy and modifiedBy information.
    type str
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    identity ManagedServiceIdentityResponse
    Managed service identity (system assigned and/or user assigned identities)
    kind str
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    sku SkuResponse
    Sku details required for ARM contract for Autoscaling.
    tags Mapping[str, str]
    Resource tags.
    id String
    Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}
    inferenceGroupProperties Property Map
    [Required] Additional attributes of the entity.
    location String
    The geo-location where the resource lives
    name String
    The name of the resource
    systemData Property Map
    Azure Resource Manager metadata containing createdBy and modifiedBy information.
    type String
    The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
    identity Property Map
    Managed service identity (system assigned and/or user assigned identities)
    kind String
    Metadata used by portal/tooling/etc to render different UX experiences for resources of the same type.
    sku Property Map
    Sku details required for ARM contract for Autoscaling.
    tags Map<String>
    Resource tags.

    Supporting Types

    InferenceGroupResponse

    ProvisioningState string
    Provisioning state for the inference group.
    BonusExtraCapacity int
    Capacity to be used from the pool's reserved capacity. optional
    Description string
    Description of the resource.
    Metadata string
    Metadata for the inference group.
    Priority int
    Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
    Properties Dictionary<string, string>
    Property dictionary. Properties can be added, but not removed or altered.
    ProvisioningState string
    Provisioning state for the inference group.
    BonusExtraCapacity int
    Capacity to be used from the pool's reserved capacity. optional
    Description string
    Description of the resource.
    Metadata string
    Metadata for the inference group.
    Priority int
    Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
    Properties map[string]string
    Property dictionary. Properties can be added, but not removed or altered.
    provisioningState String
    Provisioning state for the inference group.
    bonusExtraCapacity Integer
    Capacity to be used from the pool's reserved capacity. optional
    description String
    Description of the resource.
    metadata String
    Metadata for the inference group.
    priority Integer
    Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
    properties Map<String,String>
    Property dictionary. Properties can be added, but not removed or altered.
    provisioningState string
    Provisioning state for the inference group.
    bonusExtraCapacity number
    Capacity to be used from the pool's reserved capacity. optional
    description string
    Description of the resource.
    metadata string
    Metadata for the inference group.
    priority number
    Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
    properties {[key: string]: string}
    Property dictionary. Properties can be added, but not removed or altered.
    provisioning_state str
    Provisioning state for the inference group.
    bonus_extra_capacity int
    Capacity to be used from the pool's reserved capacity. optional
    description str
    Description of the resource.
    metadata str
    Metadata for the inference group.
    priority int
    Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
    properties Mapping[str, str]
    Property dictionary. Properties can be added, but not removed or altered.
    provisioningState String
    Provisioning state for the inference group.
    bonusExtraCapacity Number
    Capacity to be used from the pool's reserved capacity. optional
    description String
    Description of the resource.
    metadata String
    Metadata for the inference group.
    priority Number
    Priority of the group within the N:Microsoft.MachineLearning.ManagementFrontEnd.Contracts.V20230801Preview.Pools.InferencePools.
    properties Map<String>
    Property dictionary. Properties can be added, but not removed or altered.

    ManagedServiceIdentityResponse

    PrincipalId string
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    TenantId string
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    Type string
    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
    UserAssignedIdentities Dictionary<string, Pulumi.AzureNative.MachineLearningServices.Inputs.UserAssignedIdentityResponse>
    The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
    PrincipalId string
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    TenantId string
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    Type string
    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
    UserAssignedIdentities map[string]UserAssignedIdentityResponse
    The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
    principalId String
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    tenantId String
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    type String
    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
    userAssignedIdentities Map<String,UserAssignedIdentityResponse>
    The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
    principalId string
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    tenantId string
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    type string
    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
    userAssignedIdentities {[key: string]: UserAssignedIdentityResponse}
    The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
    principal_id str
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    tenant_id str
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    type str
    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
    user_assigned_identities Mapping[str, UserAssignedIdentityResponse]
    The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.
    principalId String
    The service principal ID of the system assigned identity. This property will only be provided for a system assigned identity.
    tenantId String
    The tenant ID of the system assigned identity. This property will only be provided for a system assigned identity.
    type String
    Type of managed service identity (where both SystemAssigned and UserAssigned types are allowed).
    userAssignedIdentities Map<Property Map>
    The set of user assigned identities associated with the resource. The userAssignedIdentities dictionary keys will be ARM resource ids in the form: '/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{identityName}. The dictionary values can be empty objects ({}) in requests.

    SkuResponse

    Name string
    The name of the SKU. Ex - P3. It is typically a letter+number code
    Capacity int
    If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
    Family string
    If the service has different generations of hardware, for the same SKU, then that can be captured here.
    Size string
    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
    Tier string
    This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
    Name string
    The name of the SKU. Ex - P3. It is typically a letter+number code
    Capacity int
    If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
    Family string
    If the service has different generations of hardware, for the same SKU, then that can be captured here.
    Size string
    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
    Tier string
    This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
    name String
    The name of the SKU. Ex - P3. It is typically a letter+number code
    capacity Integer
    If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
    family String
    If the service has different generations of hardware, for the same SKU, then that can be captured here.
    size String
    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
    tier String
    This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
    name string
    The name of the SKU. Ex - P3. It is typically a letter+number code
    capacity number
    If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
    family string
    If the service has different generations of hardware, for the same SKU, then that can be captured here.
    size string
    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
    tier string
    This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
    name str
    The name of the SKU. Ex - P3. It is typically a letter+number code
    capacity int
    If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
    family str
    If the service has different generations of hardware, for the same SKU, then that can be captured here.
    size str
    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
    tier str
    This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.
    name String
    The name of the SKU. Ex - P3. It is typically a letter+number code
    capacity Number
    If the SKU supports scale out/in then the capacity integer should be included. If scale out/in is not possible for the resource this may be omitted.
    family String
    If the service has different generations of hardware, for the same SKU, then that can be captured here.
    size String
    The SKU size. When the name field is the combination of tier and some other value, this would be the standalone code.
    tier String
    This field is required to be implemented by the Resource Provider if the service has more than one tier, but is not required on a PUT.

    SystemDataResponse

    CreatedAt string
    The timestamp of resource creation (UTC).
    CreatedBy string
    The identity that created the resource.
    CreatedByType string
    The type of identity that created the resource.
    LastModifiedAt string
    The timestamp of resource last modification (UTC)
    LastModifiedBy string
    The identity that last modified the resource.
    LastModifiedByType string
    The type of identity that last modified the resource.
    CreatedAt string
    The timestamp of resource creation (UTC).
    CreatedBy string
    The identity that created the resource.
    CreatedByType string
    The type of identity that created the resource.
    LastModifiedAt string
    The timestamp of resource last modification (UTC)
    LastModifiedBy string
    The identity that last modified the resource.
    LastModifiedByType string
    The type of identity that last modified the resource.
    createdAt String
    The timestamp of resource creation (UTC).
    createdBy String
    The identity that created the resource.
    createdByType String
    The type of identity that created the resource.
    lastModifiedAt String
    The timestamp of resource last modification (UTC)
    lastModifiedBy String
    The identity that last modified the resource.
    lastModifiedByType String
    The type of identity that last modified the resource.
    createdAt string
    The timestamp of resource creation (UTC).
    createdBy string
    The identity that created the resource.
    createdByType string
    The type of identity that created the resource.
    lastModifiedAt string
    The timestamp of resource last modification (UTC)
    lastModifiedBy string
    The identity that last modified the resource.
    lastModifiedByType string
    The type of identity that last modified the resource.
    created_at str
    The timestamp of resource creation (UTC).
    created_by str
    The identity that created the resource.
    created_by_type str
    The type of identity that created the resource.
    last_modified_at str
    The timestamp of resource last modification (UTC)
    last_modified_by str
    The identity that last modified the resource.
    last_modified_by_type str
    The type of identity that last modified the resource.
    createdAt String
    The timestamp of resource creation (UTC).
    createdBy String
    The identity that created the resource.
    createdByType String
    The type of identity that created the resource.
    lastModifiedAt String
    The timestamp of resource last modification (UTC)
    lastModifiedBy String
    The identity that last modified the resource.
    lastModifiedByType String
    The type of identity that last modified the resource.

    UserAssignedIdentityResponse

    ClientId string
    The client ID of the assigned identity.
    PrincipalId string
    The principal ID of the assigned identity.
    TenantId string
    The tenant ID of the user assigned identity.
    ClientId string
    The client ID of the assigned identity.
    PrincipalId string
    The principal ID of the assigned identity.
    TenantId string
    The tenant ID of the user assigned identity.
    clientId String
    The client ID of the assigned identity.
    principalId String
    The principal ID of the assigned identity.
    tenantId String
    The tenant ID of the user assigned identity.
    clientId string
    The client ID of the assigned identity.
    principalId string
    The principal ID of the assigned identity.
    tenantId string
    The tenant ID of the user assigned identity.
    client_id str
    The client ID of the assigned identity.
    principal_id str
    The principal ID of the assigned identity.
    tenant_id str
    The tenant ID of the user assigned identity.
    clientId String
    The client ID of the assigned identity.
    principalId String
    The principal ID of the assigned identity.
    tenantId String
    The tenant ID of the user assigned identity.

    Package Details

    Repository
    Azure Native pulumi/pulumi-azure-native
    License
    Apache-2.0
    azure-native logo
    This is the latest version of Azure Native. Use the Azure Native v1 docs if using the v1 version of this package.
    Azure Native v2.89.1 published on Sunday, Mar 2, 2025 by Pulumi
    pulumi/pulumi-azure-native