azure-native-v2.machinelearningservices.ModelVersion
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Azure Resource Manager resource envelope. Azure REST API version: 2023-04-01. Prior API version in Azure Native 1.x: 2021-03-01-preview.
Other available API versions: 2021-03-01-preview, 2022-02-01-preview, 2023-04-01-preview, 2023-06-01-preview, 2023-08-01-preview, 2023-10-01, 2024-01-01-preview, 2024-04-01, 2024-04-01-preview, 2024-07-01-preview, 2024-10-01, 2024-10-01-preview.
Create ModelVersion Resource
Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.
Constructor syntax
new ModelVersion(name: string, args: ModelVersionArgs, opts?: CustomResourceOptions);
@overload
def ModelVersion(resource_name: str,
args: ModelVersionInitArgs,
opts: Optional[ResourceOptions] = None)
@overload
def ModelVersion(resource_name: str,
opts: Optional[ResourceOptions] = None,
model_version_properties: Optional[ModelVersionArgs] = None,
name: Optional[str] = None,
resource_group_name: Optional[str] = None,
workspace_name: Optional[str] = None,
version: Optional[str] = None)
func NewModelVersion(ctx *Context, name string, args ModelVersionArgs, opts ...ResourceOption) (*ModelVersion, error)
public ModelVersion(string name, ModelVersionArgs args, CustomResourceOptions? opts = null)
public ModelVersion(String name, ModelVersionArgs args)
public ModelVersion(String name, ModelVersionArgs args, CustomResourceOptions options)
type: azure-native:machinelearningservices:ModelVersion
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.
Parameters
- name
This property is required. string - The unique name of the resource.
- args
This property is required. ModelVersionArgs - The arguments to resource properties.
- opts CustomResourceOptions
- Bag of options to control resource's behavior.
- resource_name
This property is required. str - The unique name of the resource.
- args
This property is required. ModelVersionInitArgs - The arguments to resource properties.
- opts ResourceOptions
- Bag of options to control resource's behavior.
- ctx Context
- Context object for the current deployment.
- name
This property is required. string - The unique name of the resource.
- args
This property is required. ModelVersionArgs - The arguments to resource properties.
- opts ResourceOption
- Bag of options to control resource's behavior.
- name
This property is required. string - The unique name of the resource.
- args
This property is required. ModelVersionArgs - The arguments to resource properties.
- opts CustomResourceOptions
- Bag of options to control resource's behavior.
- name
This property is required. String - The unique name of the resource.
- args
This property is required. ModelVersionArgs - The arguments to resource properties.
- options CustomResourceOptions
- Bag of options to control resource's behavior.
Constructor example
The following reference example uses placeholder values for all input properties.
var modelVersionResource = new AzureNative.Machinelearningservices.ModelVersion("modelVersionResource", new()
{
ModelVersionProperties =
{
{ "description", "string" },
{ "flavors",
{
{ "string",
{
{ "data",
{
{ "string", "string" },
} },
} },
} },
{ "isAnonymous", false },
{ "isArchived", false },
{ "jobName", "string" },
{ "modelType", "string" },
{ "modelUri", "string" },
{ "properties",
{
{ "string", "string" },
} },
{ "stage", "string" },
{ "tags",
{
{ "string", "string" },
} },
},
Name = "string",
ResourceGroupName = "string",
WorkspaceName = "string",
Version = "string",
});
example, err := machinelearningservices.NewModelVersion(ctx, "modelVersionResource", &machinelearningservices.ModelVersionArgs{
ModelVersionProperties: map[string]interface{}{
"description": "string",
"flavors": map[string]interface{}{
"string": map[string]interface{}{
"data": map[string]interface{}{
"string": "string",
},
},
},
"isAnonymous": false,
"isArchived": false,
"jobName": "string",
"modelType": "string",
"modelUri": "string",
"properties": map[string]interface{}{
"string": "string",
},
"stage": "string",
"tags": map[string]interface{}{
"string": "string",
},
},
Name: "string",
ResourceGroupName: "string",
WorkspaceName: "string",
Version: "string",
})
var modelVersionResource = new ModelVersion("modelVersionResource", ModelVersionArgs.builder()
.modelVersionProperties(%!v(PANIC=Format method: runtime error: invalid memory address or nil pointer dereference))
.name("string")
.resourceGroupName("string")
.workspaceName("string")
.version("string")
.build());
model_version_resource = azure_native.machinelearningservices.ModelVersion("modelVersionResource",
model_version_properties={
description: string,
flavors: {
string: {
data: {
string: string,
},
},
},
isAnonymous: False,
isArchived: False,
jobName: string,
modelType: string,
modelUri: string,
properties: {
string: string,
},
stage: string,
tags: {
string: string,
},
},
name=string,
resource_group_name=string,
workspace_name=string,
version=string)
const modelVersionResource = new azure_native.machinelearningservices.ModelVersion("modelVersionResource", {
modelVersionProperties: {
description: "string",
flavors: {
string: {
data: {
string: "string",
},
},
},
isAnonymous: false,
isArchived: false,
jobName: "string",
modelType: "string",
modelUri: "string",
properties: {
string: "string",
},
stage: "string",
tags: {
string: "string",
},
},
name: "string",
resourceGroupName: "string",
workspaceName: "string",
version: "string",
});
type: azure-native:machinelearningservices:ModelVersion
properties:
modelVersionProperties:
description: string
flavors:
string:
data:
string: string
isAnonymous: false
isArchived: false
jobName: string
modelType: string
modelUri: string
properties:
string: string
stage: string
tags:
string: string
name: string
resourceGroupName: string
version: string
workspaceName: string
ModelVersion Resource Properties
To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.
Inputs
In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.
The ModelVersion resource accepts the following input properties:
- Model
Version Properties This property is required. Pulumi.Azure Native. Machine Learning Services. Inputs. Model Version - [Required] Additional attributes of the entity.
- Name
This property is required. Changes to this property will trigger replacement.
- Container name. This is case-sensitive.
- Resource
Group Name This property is required. Changes to this property will trigger replacement.
- The name of the resource group. The name is case insensitive.
- Workspace
Name This property is required. Changes to this property will trigger replacement.
- Name of Azure Machine Learning workspace.
- Version
Changes to this property will trigger replacement.
- Version identifier. This is case-sensitive.
- Model
Version Properties This property is required. ModelVersion Type Args - [Required] Additional attributes of the entity.
- Name
This property is required. Changes to this property will trigger replacement.
- Container name. This is case-sensitive.
- Resource
Group Name This property is required. Changes to this property will trigger replacement.
- The name of the resource group. The name is case insensitive.
- Workspace
Name This property is required. Changes to this property will trigger replacement.
- Name of Azure Machine Learning workspace.
- Version
Changes to this property will trigger replacement.
- Version identifier. This is case-sensitive.
- model
Version Properties This property is required. ModelVersion - [Required] Additional attributes of the entity.
- name
This property is required. Changes to this property will trigger replacement.
- Container name. This is case-sensitive.
- resource
Group Name This property is required. Changes to this property will trigger replacement.
- The name of the resource group. The name is case insensitive.
- workspace
Name This property is required. Changes to this property will trigger replacement.
- Name of Azure Machine Learning workspace.
- version
Changes to this property will trigger replacement.
- Version identifier. This is case-sensitive.
- model
Version Properties This property is required. ModelVersion - [Required] Additional attributes of the entity.
- name
This property is required. Changes to this property will trigger replacement.
- Container name. This is case-sensitive.
- resource
Group Name This property is required. Changes to this property will trigger replacement.
- The name of the resource group. The name is case insensitive.
- workspace
Name This property is required. Changes to this property will trigger replacement.
- Name of Azure Machine Learning workspace.
- version
Changes to this property will trigger replacement.
- Version identifier. This is case-sensitive.
- model_
version_ properties This property is required. ModelVersion Args - [Required] Additional attributes of the entity.
- name
This property is required. Changes to this property will trigger replacement.
- Container name. This is case-sensitive.
- resource_
group_ name This property is required. Changes to this property will trigger replacement.
- The name of the resource group. The name is case insensitive.
- workspace_
name This property is required. Changes to this property will trigger replacement.
- Name of Azure Machine Learning workspace.
- version
Changes to this property will trigger replacement.
- Version identifier. This is case-sensitive.
- model
Version Properties This property is required. Property Map - [Required] Additional attributes of the entity.
- name
This property is required. Changes to this property will trigger replacement.
- Container name. This is case-sensitive.
- resource
Group Name This property is required. Changes to this property will trigger replacement.
- The name of the resource group. The name is case insensitive.
- workspace
Name This property is required. Changes to this property will trigger replacement.
- Name of Azure Machine Learning workspace.
- version
Changes to this property will trigger replacement.
- Version identifier. This is case-sensitive.
Outputs
All input properties are implicitly available as output properties. Additionally, the ModelVersion resource produces the following output properties:
- Id string
- The provider-assigned unique ID for this managed resource.
- System
Data Pulumi.Azure Native. Machine Learning Services. Outputs. System Data Response - Azure Resource Manager metadata containing createdBy and modifiedBy information.
- Type string
- The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
- Id string
- The provider-assigned unique ID for this managed resource.
- System
Data SystemData Response - Azure Resource Manager metadata containing createdBy and modifiedBy information.
- Type string
- The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
- id String
- The provider-assigned unique ID for this managed resource.
- system
Data SystemData Response - Azure Resource Manager metadata containing createdBy and modifiedBy information.
- type String
- The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
- id string
- The provider-assigned unique ID for this managed resource.
- system
Data SystemData Response - Azure Resource Manager metadata containing createdBy and modifiedBy information.
- type string
- The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
- id str
- The provider-assigned unique ID for this managed resource.
- system_
data SystemData Response - Azure Resource Manager metadata containing createdBy and modifiedBy information.
- type str
- The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
- id String
- The provider-assigned unique ID for this managed resource.
- system
Data Property Map - Azure Resource Manager metadata containing createdBy and modifiedBy information.
- type String
- The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts"
Supporting Types
FlavorData, FlavorDataArgs
- Data Dictionary<string, string>
- Model flavor-specific data.
- Data map[string]string
- Model flavor-specific data.
- data Map<String,String>
- Model flavor-specific data.
- data {[key: string]: string}
- Model flavor-specific data.
- data Mapping[str, str]
- Model flavor-specific data.
- data Map<String>
- Model flavor-specific data.
FlavorDataResponse, FlavorDataResponseArgs
- Data Dictionary<string, string>
- Model flavor-specific data.
- Data map[string]string
- Model flavor-specific data.
- data Map<String,String>
- Model flavor-specific data.
- data {[key: string]: string}
- Model flavor-specific data.
- data Mapping[str, str]
- Model flavor-specific data.
- data Map<String>
- Model flavor-specific data.
ModelVersion, ModelVersionArgs
- Description string
- The asset description text.
- Flavors
Dictionary<string, Pulumi.
Azure Native. Machine Learning Services. Inputs. Flavor Data> - Mapping of model flavors to their properties.
- Is
Anonymous bool - If the name version are system generated (anonymous registration).
- Is
Archived bool - Is the asset archived?
- Job
Name string - Name of the training job which produced this model
- Model
Type string - The storage format for this entity. Used for NCD.
- Model
Uri string - The URI path to the model contents.
- Properties Dictionary<string, string>
- The asset property dictionary.
- Stage string
- Stage in the model lifecycle assigned to this model
- Dictionary<string, string>
- Tag dictionary. Tags can be added, removed, and updated.
- Description string
- The asset description text.
- Flavors
map[string]Flavor
Data - Mapping of model flavors to their properties.
- Is
Anonymous bool - If the name version are system generated (anonymous registration).
- Is
Archived bool - Is the asset archived?
- Job
Name string - Name of the training job which produced this model
- Model
Type string - The storage format for this entity. Used for NCD.
- Model
Uri string - The URI path to the model contents.
- Properties map[string]string
- The asset property dictionary.
- Stage string
- Stage in the model lifecycle assigned to this model
- map[string]string
- Tag dictionary. Tags can be added, removed, and updated.
- description String
- The asset description text.
- flavors
Map<String,Flavor
Data> - Mapping of model flavors to their properties.
- is
Anonymous Boolean - If the name version are system generated (anonymous registration).
- is
Archived Boolean - Is the asset archived?
- job
Name String - Name of the training job which produced this model
- model
Type String - The storage format for this entity. Used for NCD.
- model
Uri String - The URI path to the model contents.
- properties Map<String,String>
- The asset property dictionary.
- stage String
- Stage in the model lifecycle assigned to this model
- Map<String,String>
- Tag dictionary. Tags can be added, removed, and updated.
- description string
- The asset description text.
- flavors
{[key: string]: Flavor
Data} - Mapping of model flavors to their properties.
- is
Anonymous boolean - If the name version are system generated (anonymous registration).
- is
Archived boolean - Is the asset archived?
- job
Name string - Name of the training job which produced this model
- model
Type string - The storage format for this entity. Used for NCD.
- model
Uri string - The URI path to the model contents.
- properties {[key: string]: string}
- The asset property dictionary.
- stage string
- Stage in the model lifecycle assigned to this model
- {[key: string]: string}
- Tag dictionary. Tags can be added, removed, and updated.
- description str
- The asset description text.
- flavors
Mapping[str, Flavor
Data] - Mapping of model flavors to their properties.
- is_
anonymous bool - If the name version are system generated (anonymous registration).
- is_
archived bool - Is the asset archived?
- job_
name str - Name of the training job which produced this model
- model_
type str - The storage format for this entity. Used for NCD.
- model_
uri str - The URI path to the model contents.
- properties Mapping[str, str]
- The asset property dictionary.
- stage str
- Stage in the model lifecycle assigned to this model
- Mapping[str, str]
- Tag dictionary. Tags can be added, removed, and updated.
- description String
- The asset description text.
- flavors Map<Property Map>
- Mapping of model flavors to their properties.
- is
Anonymous Boolean - If the name version are system generated (anonymous registration).
- is
Archived Boolean - Is the asset archived?
- job
Name String - Name of the training job which produced this model
- model
Type String - The storage format for this entity. Used for NCD.
- model
Uri String - The URI path to the model contents.
- properties Map<String>
- The asset property dictionary.
- stage String
- Stage in the model lifecycle assigned to this model
- Map<String>
- Tag dictionary. Tags can be added, removed, and updated.
ModelVersionResponse, ModelVersionResponseArgs
- Provisioning
State This property is required. string - Provisioning state for the model version.
- Description string
- The asset description text.
- Flavors
Dictionary<string, Pulumi.
Azure Native. Machine Learning Services. Inputs. Flavor Data Response> - Mapping of model flavors to their properties.
- Is
Anonymous bool - If the name version are system generated (anonymous registration).
- Is
Archived bool - Is the asset archived?
- Job
Name string - Name of the training job which produced this model
- Model
Type string - The storage format for this entity. Used for NCD.
- Model
Uri string - The URI path to the model contents.
- Properties Dictionary<string, string>
- The asset property dictionary.
- Stage string
- Stage in the model lifecycle assigned to this model
- Dictionary<string, string>
- Tag dictionary. Tags can be added, removed, and updated.
- Provisioning
State This property is required. string - Provisioning state for the model version.
- Description string
- The asset description text.
- Flavors
map[string]Flavor
Data Response - Mapping of model flavors to their properties.
- Is
Anonymous bool - If the name version are system generated (anonymous registration).
- Is
Archived bool - Is the asset archived?
- Job
Name string - Name of the training job which produced this model
- Model
Type string - The storage format for this entity. Used for NCD.
- Model
Uri string - The URI path to the model contents.
- Properties map[string]string
- The asset property dictionary.
- Stage string
- Stage in the model lifecycle assigned to this model
- map[string]string
- Tag dictionary. Tags can be added, removed, and updated.
- provisioning
State This property is required. String - Provisioning state for the model version.
- description String
- The asset description text.
- flavors
Map<String,Flavor
Data Response> - Mapping of model flavors to their properties.
- is
Anonymous Boolean - If the name version are system generated (anonymous registration).
- is
Archived Boolean - Is the asset archived?
- job
Name String - Name of the training job which produced this model
- model
Type String - The storage format for this entity. Used for NCD.
- model
Uri String - The URI path to the model contents.
- properties Map<String,String>
- The asset property dictionary.
- stage String
- Stage in the model lifecycle assigned to this model
- Map<String,String>
- Tag dictionary. Tags can be added, removed, and updated.
- provisioning
State This property is required. string - Provisioning state for the model version.
- description string
- The asset description text.
- flavors
{[key: string]: Flavor
Data Response} - Mapping of model flavors to their properties.
- is
Anonymous boolean - If the name version are system generated (anonymous registration).
- is
Archived boolean - Is the asset archived?
- job
Name string - Name of the training job which produced this model
- model
Type string - The storage format for this entity. Used for NCD.
- model
Uri string - The URI path to the model contents.
- properties {[key: string]: string}
- The asset property dictionary.
- stage string
- Stage in the model lifecycle assigned to this model
- {[key: string]: string}
- Tag dictionary. Tags can be added, removed, and updated.
- provisioning_
state This property is required. str - Provisioning state for the model version.
- description str
- The asset description text.
- flavors
Mapping[str, Flavor
Data Response] - Mapping of model flavors to their properties.
- is_
anonymous bool - If the name version are system generated (anonymous registration).
- is_
archived bool - Is the asset archived?
- job_
name str - Name of the training job which produced this model
- model_
type str - The storage format for this entity. Used for NCD.
- model_
uri str - The URI path to the model contents.
- properties Mapping[str, str]
- The asset property dictionary.
- stage str
- Stage in the model lifecycle assigned to this model
- Mapping[str, str]
- Tag dictionary. Tags can be added, removed, and updated.
- provisioning
State This property is required. String - Provisioning state for the model version.
- description String
- The asset description text.
- flavors Map<Property Map>
- Mapping of model flavors to their properties.
- is
Anonymous Boolean - If the name version are system generated (anonymous registration).
- is
Archived Boolean - Is the asset archived?
- job
Name String - Name of the training job which produced this model
- model
Type String - The storage format for this entity. Used for NCD.
- model
Uri String - The URI path to the model contents.
- properties Map<String>
- The asset property dictionary.
- stage String
- Stage in the model lifecycle assigned to this model
- Map<String>
- Tag dictionary. Tags can be added, removed, and updated.
SystemDataResponse, SystemDataResponseArgs
- Created
At string - The timestamp of resource creation (UTC).
- Created
By string - The identity that created the resource.
- Created
By stringType - The type of identity that created the resource.
- Last
Modified stringAt - The timestamp of resource last modification (UTC)
- Last
Modified stringBy - The identity that last modified the resource.
- Last
Modified stringBy Type - The type of identity that last modified the resource.
- Created
At string - The timestamp of resource creation (UTC).
- Created
By string - The identity that created the resource.
- Created
By stringType - The type of identity that created the resource.
- Last
Modified stringAt - The timestamp of resource last modification (UTC)
- Last
Modified stringBy - The identity that last modified the resource.
- Last
Modified stringBy Type - The type of identity that last modified the resource.
- created
At String - The timestamp of resource creation (UTC).
- created
By String - The identity that created the resource.
- created
By StringType - The type of identity that created the resource.
- last
Modified StringAt - The timestamp of resource last modification (UTC)
- last
Modified StringBy - The identity that last modified the resource.
- last
Modified StringBy Type - The type of identity that last modified the resource.
- created
At string - The timestamp of resource creation (UTC).
- created
By string - The identity that created the resource.
- created
By stringType - The type of identity that created the resource.
- last
Modified stringAt - The timestamp of resource last modification (UTC)
- last
Modified stringBy - The identity that last modified the resource.
- last
Modified stringBy Type - 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_ strtype - The type of identity that created the resource.
- last_
modified_ strat - The timestamp of resource last modification (UTC)
- last_
modified_ strby - The identity that last modified the resource.
- last_
modified_ strby_ type - The type of identity that last modified the resource.
- created
At String - The timestamp of resource creation (UTC).
- created
By String - The identity that created the resource.
- created
By StringType - The type of identity that created the resource.
- last
Modified StringAt - The timestamp of resource last modification (UTC)
- last
Modified StringBy - The identity that last modified the resource.
- last
Modified StringBy Type - The type of identity that last modified the resource.
Import
An existing resource can be imported using its type token, name, and identifier, e.g.
$ pulumi import azure-native:machinelearningservices:ModelVersion string /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/models/{name}/versions/{version}
To learn more about importing existing cloud resources, see Importing resources.
Package Details
- Repository
- azure-native-v2 pulumi/pulumi-azure-native
- License
- Apache-2.0