azure-native.machinelearningservices.AKSService
Machine Learning service object wrapped into ARM resource envelope. API Version: 2021-01-01.
Example Usage
Create Or Update service
using System.Collections.Generic;
using Pulumi;
using AzureNative = Pulumi.AzureNative;
return await Deployment.RunAsync(() =>
{
var aksService = new AzureNative.MachineLearningServices.AKSService("aksService", new()
{
ResourceGroupName = "testrg123",
ServiceName = "service456",
WorkspaceName = "workspaces123",
});
});
package main
import (
machinelearningservices "github.com/pulumi/pulumi-azure-native/sdk/go/azure/machinelearningservices"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
_, err := machinelearningservices.NewAKSService(ctx, "aksService", &machinelearningservices.AKSServiceArgs{
ResourceGroupName: pulumi.String("testrg123"),
ServiceName: pulumi.String("service456"),
WorkspaceName: pulumi.String("workspaces123"),
})
if err != nil {
return err
}
return nil
})
}
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.azurenative.machinelearningservices.AKSService;
import com.pulumi.azurenative.machinelearningservices.AKSServiceArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var aksService = new AKSService("aksService", AKSServiceArgs.builder()
.resourceGroupName("testrg123")
.serviceName("service456")
.workspaceName("workspaces123")
.build());
}
}
import pulumi
import pulumi_azure_native as azure_native
aks_service = azure_native.machinelearningservices.AKSService("aksService",
resource_group_name="testrg123",
service_name="service456",
workspace_name="workspaces123")
import * as pulumi from "@pulumi/pulumi";
import * as azure_native from "@pulumi/azure-native";
const aksService = new azure_native.machinelearningservices.AKSService("aksService", {
resourceGroupName: "testrg123",
serviceName: "service456",
workspaceName: "workspaces123",
});
resources:
aksService:
type: azure-native:machinelearningservices:AKSService
properties:
resourceGroupName: testrg123
serviceName: service456
workspaceName: workspaces123
Create AKSService Resource
new AKSService(name: string, args: AKSServiceArgs, opts?: CustomResourceOptions);@overload
def AKSService(resource_name: str,
opts: Optional[ResourceOptions] = None,
aad_auth_enabled: Optional[bool] = None,
app_insights_enabled: Optional[bool] = None,
auth_enabled: Optional[bool] = None,
auto_scaler: Optional[AKSServiceCreateRequestAutoScalerArgs] = None,
compute_name: Optional[str] = None,
container_resource_requirements: Optional[ContainerResourceRequirementsArgs] = None,
data_collection: Optional[AKSServiceCreateRequestDataCollectionArgs] = None,
description: Optional[str] = None,
environment_image_request: Optional[CreateServiceRequestEnvironmentImageRequestArgs] = None,
is_default: Optional[bool] = None,
keys: Optional[CreateServiceRequestKeysArgs] = None,
kv_tags: Optional[Mapping[str, str]] = None,
liveness_probe_requirements: Optional[AKSServiceCreateRequestLivenessProbeRequirementsArgs] = None,
location: Optional[str] = None,
max_concurrent_requests_per_container: Optional[int] = None,
max_queue_wait_ms: Optional[int] = None,
namespace: Optional[str] = None,
num_replicas: Optional[int] = None,
properties: Optional[Mapping[str, str]] = None,
resource_group_name: Optional[str] = None,
scoring_timeout_ms: Optional[int] = None,
service_name: Optional[str] = None,
traffic_percentile: Optional[float] = None,
type: Optional[Union[str, VariantType]] = None,
workspace_name: Optional[str] = None)
@overload
def AKSService(resource_name: str,
args: AKSServiceArgs,
opts: Optional[ResourceOptions] = None)func NewAKSService(ctx *Context, name string, args AKSServiceArgs, opts ...ResourceOption) (*AKSService, error)public AKSService(string name, AKSServiceArgs args, CustomResourceOptions? opts = null)
public AKSService(String name, AKSServiceArgs args)
public AKSService(String name, AKSServiceArgs args, CustomResourceOptions options)
type: azure-native:machinelearningservices:AKSService
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.
- name string
- The unique name of the resource.
- args AKSServiceArgs
- The arguments to resource properties.
- opts CustomResourceOptions
- Bag of options to control resource's behavior.
- resource_name str
- The unique name of the resource.
- args AKSServiceArgs
- The arguments to resource properties.
- opts ResourceOptions
- Bag of options to control resource's behavior.
- ctx Context
- Context object for the current deployment.
- name string
- The unique name of the resource.
- args AKSServiceArgs
- The arguments to resource properties.
- opts ResourceOption
- Bag of options to control resource's behavior.
- name string
- The unique name of the resource.
- args AKSServiceArgs
- The arguments to resource properties.
- opts CustomResourceOptions
- Bag of options to control resource's behavior.
- name String
- The unique name of the resource.
- args AKSServiceArgs
- The arguments to resource properties.
- options CustomResourceOptions
- Bag of options to control resource's behavior.
AKSService Resource Properties
To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.
Inputs
The AKSService resource accepts the following input properties:
- Resource
Group stringName Name of the resource group in which workspace is located.
- Workspace
Name string Name of Azure Machine Learning workspace.
- Aad
Auth boolEnabled Whether or not AAD authentication is enabled.
- App
Insights boolEnabled Whether or not Application Insights is enabled.
- Auth
Enabled bool Whether or not authentication is enabled.
- Auto
Scaler Pulumi.Azure Native. Machine Learning Services. Inputs. AKSService Create Request Auto Scaler Args The auto scaler properties.
- Compute
Name string The name of the compute resource.
- Container
Resource Pulumi.Requirements Azure Native. Machine Learning Services. Inputs. Container Resource Requirements Args The container resource requirements.
- Data
Collection Pulumi.Azure Native. Machine Learning Services. Inputs. AKSService Create Request Data Collection Args Details of the data collection options specified.
- Description string
The description of the service.
- Environment
Image Pulumi.Request Azure Native. Machine Learning Services. Inputs. Create Service Request Environment Image Request Args The Environment, models and assets needed for inferencing.
- Is
Default bool Is this the default variant.
- Keys
Pulumi.
Azure Native. Machine Learning Services. Inputs. Create Service Request Keys Args The authentication keys.
- Dictionary<string, string>
The service tag dictionary. Tags are mutable.
- Liveness
Probe Pulumi.Requirements Azure Native. Machine Learning Services. Inputs. AKSService Create Request Liveness Probe Requirements Args The liveness probe requirements.
- Location string
The name of the Azure location/region.
- Max
Concurrent intRequests Per Container The maximum number of concurrent requests per container.
- Max
Queue intWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- Namespace string
Kubernetes namespace for the service.
- Num
Replicas int The number of replicas on the cluster.
- Properties Dictionary<string, string>
The service properties dictionary. Properties are immutable.
- Scoring
Timeout intMs The scoring timeout in milliseconds.
- Service
Name string Name of the Azure Machine Learning service.
- Traffic
Percentile double The amount of traffic variant receives.
- Type
string | Pulumi.
Azure Native. Machine Learning Services. Variant Type The type of the variant.
- Resource
Group stringName Name of the resource group in which workspace is located.
- Workspace
Name string Name of Azure Machine Learning workspace.
- Aad
Auth boolEnabled Whether or not AAD authentication is enabled.
- App
Insights boolEnabled Whether or not Application Insights is enabled.
- Auth
Enabled bool Whether or not authentication is enabled.
- Auto
Scaler AKSServiceCreate Request Auto Scaler Args The auto scaler properties.
- Compute
Name string The name of the compute resource.
- Container
Resource ContainerRequirements Resource Requirements Args The container resource requirements.
- Data
Collection AKSServiceCreate Request Data Collection Args Details of the data collection options specified.
- Description string
The description of the service.
- Environment
Image CreateRequest Service Request Environment Image Request Args The Environment, models and assets needed for inferencing.
- Is
Default bool Is this the default variant.
- Keys
Create
Service Request Keys Args The authentication keys.
- map[string]string
The service tag dictionary. Tags are mutable.
- Liveness
Probe AKSServiceRequirements Create Request Liveness Probe Requirements Args The liveness probe requirements.
- Location string
The name of the Azure location/region.
- Max
Concurrent intRequests Per Container The maximum number of concurrent requests per container.
- Max
Queue intWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- Namespace string
Kubernetes namespace for the service.
- Num
Replicas int The number of replicas on the cluster.
- Properties map[string]string
The service properties dictionary. Properties are immutable.
- Scoring
Timeout intMs The scoring timeout in milliseconds.
- Service
Name string Name of the Azure Machine Learning service.
- Traffic
Percentile float64 The amount of traffic variant receives.
- Type
string | Variant
Type The type of the variant.
- resource
Group StringName Name of the resource group in which workspace is located.
- workspace
Name String Name of Azure Machine Learning workspace.
- aad
Auth BooleanEnabled Whether or not AAD authentication is enabled.
- app
Insights BooleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled Boolean Whether or not authentication is enabled.
- auto
Scaler AKSServiceCreate Request Auto Scaler Args The auto scaler properties.
- compute
Name String The name of the compute resource.
- container
Resource ContainerRequirements Resource Requirements Args The container resource requirements.
- data
Collection AKSServiceCreate Request Data Collection Args Details of the data collection options specified.
- description String
The description of the service.
- environment
Image CreateRequest Service Request Environment Image Request Args The Environment, models and assets needed for inferencing.
- is
Default Boolean Is this the default variant.
- keys
Create
Service Request Keys Args The authentication keys.
- Map<String,String>
The service tag dictionary. Tags are mutable.
- liveness
Probe AKSServiceRequirements Create Request Liveness Probe Requirements Args The liveness probe requirements.
- location String
The name of the Azure location/region.
- max
Concurrent IntegerRequests Per Container The maximum number of concurrent requests per container.
- max
Queue IntegerWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- namespace String
Kubernetes namespace for the service.
- num
Replicas Integer The number of replicas on the cluster.
- properties Map<String,String>
The service properties dictionary. Properties are immutable.
- scoring
Timeout IntegerMs The scoring timeout in milliseconds.
- service
Name String Name of the Azure Machine Learning service.
- traffic
Percentile Double The amount of traffic variant receives.
- type
String | Variant
Type The type of the variant.
- resource
Group stringName Name of the resource group in which workspace is located.
- workspace
Name string Name of Azure Machine Learning workspace.
- aad
Auth booleanEnabled Whether or not AAD authentication is enabled.
- app
Insights booleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled boolean Whether or not authentication is enabled.
- auto
Scaler AKSServiceCreate Request Auto Scaler Args The auto scaler properties.
- compute
Name string The name of the compute resource.
- container
Resource ContainerRequirements Resource Requirements Args The container resource requirements.
- data
Collection AKSServiceCreate Request Data Collection Args Details of the data collection options specified.
- description string
The description of the service.
- environment
Image CreateRequest Service Request Environment Image Request Args The Environment, models and assets needed for inferencing.
- is
Default boolean Is this the default variant.
- keys
Create
Service Request Keys Args The authentication keys.
- {[key: string]: string}
The service tag dictionary. Tags are mutable.
- liveness
Probe AKSServiceRequirements Create Request Liveness Probe Requirements Args The liveness probe requirements.
- location string
The name of the Azure location/region.
- max
Concurrent numberRequests Per Container The maximum number of concurrent requests per container.
- max
Queue numberWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- namespace string
Kubernetes namespace for the service.
- num
Replicas number The number of replicas on the cluster.
- properties {[key: string]: string}
The service properties dictionary. Properties are immutable.
- scoring
Timeout numberMs The scoring timeout in milliseconds.
- service
Name string Name of the Azure Machine Learning service.
- traffic
Percentile number The amount of traffic variant receives.
- type
string | Variant
Type The type of the variant.
- resource_
group_ strname Name of the resource group in which workspace is located.
- workspace_
name str Name of Azure Machine Learning workspace.
- aad_
auth_ boolenabled Whether or not AAD authentication is enabled.
- app_
insights_ boolenabled Whether or not Application Insights is enabled.
- auth_
enabled bool Whether or not authentication is enabled.
- auto_
scaler AKSServiceCreate Request Auto Scaler Args The auto scaler properties.
- compute_
name str The name of the compute resource.
- container_
resource_ Containerrequirements Resource Requirements Args The container resource requirements.
- data_
collection AKSServiceCreate Request Data Collection Args Details of the data collection options specified.
- description str
The description of the service.
- environment_
image_ Createrequest Service Request Environment Image Request Args The Environment, models and assets needed for inferencing.
- is_
default bool Is this the default variant.
- keys
Create
Service Request Keys Args The authentication keys.
- Mapping[str, str]
The service tag dictionary. Tags are mutable.
- liveness_
probe_ AKSServicerequirements Create Request Liveness Probe Requirements Args The liveness probe requirements.
- location str
The name of the Azure location/region.
- max_
concurrent_ intrequests_ per_ container The maximum number of concurrent requests per container.
- max_
queue_ intwait_ ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- namespace str
Kubernetes namespace for the service.
- num_
replicas int The number of replicas on the cluster.
- properties Mapping[str, str]
The service properties dictionary. Properties are immutable.
- scoring_
timeout_ intms The scoring timeout in milliseconds.
- service_
name str Name of the Azure Machine Learning service.
- traffic_
percentile float The amount of traffic variant receives.
- type
str | Variant
Type The type of the variant.
- resource
Group StringName Name of the resource group in which workspace is located.
- workspace
Name String Name of Azure Machine Learning workspace.
- aad
Auth BooleanEnabled Whether or not AAD authentication is enabled.
- app
Insights BooleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled Boolean Whether or not authentication is enabled.
- auto
Scaler Property Map The auto scaler properties.
- compute
Name String The name of the compute resource.
- container
Resource Property MapRequirements The container resource requirements.
- data
Collection Property Map Details of the data collection options specified.
- description String
The description of the service.
- environment
Image Property MapRequest The Environment, models and assets needed for inferencing.
- is
Default Boolean Is this the default variant.
- keys Property Map
The authentication keys.
- Map<String>
The service tag dictionary. Tags are mutable.
- liveness
Probe Property MapRequirements The liveness probe requirements.
- location String
The name of the Azure location/region.
- max
Concurrent NumberRequests Per Container The maximum number of concurrent requests per container.
- max
Queue NumberWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- namespace String
Kubernetes namespace for the service.
- num
Replicas Number The number of replicas on the cluster.
- properties Map<String>
The service properties dictionary. Properties are immutable.
- scoring
Timeout NumberMs The scoring timeout in milliseconds.
- service
Name String Name of the Azure Machine Learning service.
- traffic
Percentile Number The amount of traffic variant receives.
- type String | "Control" | "Treatment"
The type of the variant.
Outputs
All input properties are implicitly available as output properties. Additionally, the AKSService resource produces the following output properties:
- Id string
The provider-assigned unique ID for this managed resource.
- Name string
Specifies the name of the resource.
- System
Data Pulumi.Azure Native. Machine Learning Services. Outputs. System Data Response Read only system data
- Identity
Pulumi.
Azure Native. Machine Learning Services. Outputs. Identity Response The identity of the resource.
- Sku
Pulumi.
Azure Native. Machine Learning Services. Outputs. Sku Response The sku of the workspace.
- Dictionary<string, string>
Contains resource tags defined as key/value pairs.
- Id string
The provider-assigned unique ID for this managed resource.
- Name string
Specifies the name of the resource.
- System
Data SystemData Response Read only system data
- Identity
Identity
Response The identity of the resource.
- Sku
Sku
Response The sku of the workspace.
- map[string]string
Contains resource tags defined as key/value pairs.
- id String
The provider-assigned unique ID for this managed resource.
- name String
Specifies the name of the resource.
- system
Data SystemData Response Read only system data
- identity
Identity
Response The identity of the resource.
- sku
Sku
Response The sku of the workspace.
- Map<String,String>
Contains resource tags defined as key/value pairs.
- id string
The provider-assigned unique ID for this managed resource.
- name string
Specifies the name of the resource.
- system
Data SystemData Response Read only system data
- identity
Identity
Response The identity of the resource.
- sku
Sku
Response The sku of the workspace.
- {[key: string]: string}
Contains resource tags defined as key/value pairs.
- id str
The provider-assigned unique ID for this managed resource.
- name str
Specifies the name of the resource.
- system_
data SystemData Response Read only system data
- identity
Identity
Response The identity of the resource.
- sku
Sku
Response The sku of the workspace.
- Mapping[str, str]
Contains resource tags defined as key/value pairs.
- id String
The provider-assigned unique ID for this managed resource.
- name String
Specifies the name of the resource.
- system
Data Property Map Read only system data
- identity Property Map
The identity of the resource.
- sku Property Map
The sku of the workspace.
- Map<String>
Contains resource tags defined as key/value pairs.
Supporting Types
ACIServiceResponseResponse
- Error
Pulumi.
Azure Native. Machine Learning Services. Inputs. Service Response Base Response Error The error details.
- Model
Config Dictionary<string, object>Map Details on the models and configurations.
- Scoring
Uri string The Uri for sending scoring requests.
- State string
The current state of the service.
- Swagger
Uri string The Uri for sending swagger requests.
- App
Insights boolEnabled Whether or not Application Insights is enabled.
- Auth
Enabled bool Whether or not authentication is enabled on the service.
- Cname string
The CName for the service.
- Container
Resource Pulumi.Requirements Azure Native. Machine Learning Services. Inputs. Container Resource Requirements Response The container resource requirements.
- Data
Collection Pulumi.Azure Native. Machine Learning Services. Inputs. ACIService Response Response Data Collection Details of the data collection options specified.
- Deployment
Type string The deployment type for the service.
- Description string
The service description.
- Encryption
Properties Pulumi.Azure Native. Machine Learning Services. Inputs. ACIService Response Response Encryption Properties The encryption properties.
- Environment
Image Pulumi.Request Azure Native. Machine Learning Services. Inputs. ACIService Response Response Environment Image Request The Environment, models and assets used for inferencing.
- Dictionary<string, string>
The service tag dictionary. Tags are mutable.
- Location string
The name of the Azure location/region.
- Models
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Response> The list of models.
- Properties Dictionary<string, string>
The service property dictionary. Properties are immutable.
- Public
Fqdn string The public Fqdn for the service.
- Public
Ip string The public IP address for the service.
- Ssl
Certificate string The public SSL certificate in PEM format to use if SSL is enabled.
- Ssl
Enabled bool Whether or not SSL is enabled.
- Ssl
Key string The public SSL key in PEM format for the certificate.
- Vnet
Configuration Pulumi.Azure Native. Machine Learning Services. Inputs. ACIService Response Response Vnet Configuration The virtual network configuration.
- Error
Service
Response Base Response Error The error details.
- Model
Config map[string]interface{}Map Details on the models and configurations.
- Scoring
Uri string The Uri for sending scoring requests.
- State string
The current state of the service.
- Swagger
Uri string The Uri for sending swagger requests.
- App
Insights boolEnabled Whether or not Application Insights is enabled.
- Auth
Enabled bool Whether or not authentication is enabled on the service.
- Cname string
The CName for the service.
- Container
Resource ContainerRequirements Resource Requirements Response The container resource requirements.
- Data
Collection ACIServiceResponse Response Data Collection Details of the data collection options specified.
- Deployment
Type string The deployment type for the service.
- Description string
The service description.
- Encryption
Properties ACIServiceResponse Response Encryption Properties The encryption properties.
- Environment
Image ACIServiceRequest Response Response Environment Image Request The Environment, models and assets used for inferencing.
- map[string]string
The service tag dictionary. Tags are mutable.
- Location string
The name of the Azure location/region.
- Models
[]Model
Response The list of models.
- Properties map[string]string
The service property dictionary. Properties are immutable.
- Public
Fqdn string The public Fqdn for the service.
- Public
Ip string The public IP address for the service.
- Ssl
Certificate string The public SSL certificate in PEM format to use if SSL is enabled.
- Ssl
Enabled bool Whether or not SSL is enabled.
- Ssl
Key string The public SSL key in PEM format for the certificate.
- Vnet
Configuration ACIServiceResponse Response Vnet Configuration The virtual network configuration.
- error
Service
Response Base Response Error The error details.
- model
Config Map<String,Object>Map Details on the models and configurations.
- scoring
Uri String The Uri for sending scoring requests.
- state String
The current state of the service.
- swagger
Uri String The Uri for sending swagger requests.
- app
Insights BooleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled Boolean Whether or not authentication is enabled on the service.
- cname String
The CName for the service.
- container
Resource ContainerRequirements Resource Requirements Response The container resource requirements.
- data
Collection ACIServiceResponse Response Data Collection Details of the data collection options specified.
- deployment
Type String The deployment type for the service.
- description String
The service description.
- encryption
Properties ACIServiceResponse Response Encryption Properties The encryption properties.
- environment
Image ACIServiceRequest Response Response Environment Image Request The Environment, models and assets used for inferencing.
- Map<String,String>
The service tag dictionary. Tags are mutable.
- location String
The name of the Azure location/region.
- models
List<Model
Response> The list of models.
- properties Map<String,String>
The service property dictionary. Properties are immutable.
- public
Fqdn String The public Fqdn for the service.
- public
Ip String The public IP address for the service.
- ssl
Certificate String The public SSL certificate in PEM format to use if SSL is enabled.
- ssl
Enabled Boolean Whether or not SSL is enabled.
- ssl
Key String The public SSL key in PEM format for the certificate.
- vnet
Configuration ACIServiceResponse Response Vnet Configuration The virtual network configuration.
- error
Service
Response Base Response Error The error details.
- model
Config {[key: string]: any}Map Details on the models and configurations.
- scoring
Uri string The Uri for sending scoring requests.
- state string
The current state of the service.
- swagger
Uri string The Uri for sending swagger requests.
- app
Insights booleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled boolean Whether or not authentication is enabled on the service.
- cname string
The CName for the service.
- container
Resource ContainerRequirements Resource Requirements Response The container resource requirements.
- data
Collection ACIServiceResponse Response Data Collection Details of the data collection options specified.
- deployment
Type string The deployment type for the service.
- description string
The service description.
- encryption
Properties ACIServiceResponse Response Encryption Properties The encryption properties.
- environment
Image ACIServiceRequest Response Response Environment Image Request The Environment, models and assets used for inferencing.
- {[key: string]: string}
The service tag dictionary. Tags are mutable.
- location string
The name of the Azure location/region.
- models
Model
Response[] The list of models.
- properties {[key: string]: string}
The service property dictionary. Properties are immutable.
- public
Fqdn string The public Fqdn for the service.
- public
Ip string The public IP address for the service.
- ssl
Certificate string The public SSL certificate in PEM format to use if SSL is enabled.
- ssl
Enabled boolean Whether or not SSL is enabled.
- ssl
Key string The public SSL key in PEM format for the certificate.
- vnet
Configuration ACIServiceResponse Response Vnet Configuration The virtual network configuration.
- error
Service
Response Base Response Error The error details.
- model_
config_ Mapping[str, Any]map 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_ boolenabled 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_ Containerrequirements Resource Requirements Response The container resource requirements.
- data_
collection ACIServiceResponse Response Data Collection Details of the data collection options specified.
- deployment_
type str The deployment type for the service.
- description str
The service description.
- encryption_
properties ACIServiceResponse Response Encryption Properties The encryption properties.
- environment_
image_ ACIServicerequest Response Response Environment Image Request The Environment, models and assets used for inferencing.
- Mapping[str, str]
The service tag dictionary. Tags are mutable.
- location str
The name of the Azure location/region.
- models
Sequence[Model
Response] 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 ACIServiceResponse Response Vnet Configuration The virtual network configuration.
- error Property Map
The error details.
- model
Config Map<Any>Map Details on the models and configurations.
- scoring
Uri String The Uri for sending scoring requests.
- state String
The current state of the service.
- swagger
Uri String The Uri for sending swagger requests.
- app
Insights BooleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled Boolean Whether or not authentication is enabled on the service.
- cname String
The CName for the service.
- container
Resource Property MapRequirements The container resource requirements.
- data
Collection Property Map Details of the data collection options specified.
- deployment
Type String The deployment type for the service.
- description String
The service description.
- encryption
Properties Property Map The encryption properties.
- environment
Image Property MapRequest The Environment, models and assets used for inferencing.
- 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.
- public
Fqdn String The public Fqdn for the service.
- public
Ip String The public IP address for the service.
- ssl
Certificate String The public SSL certificate in PEM format to use if SSL is enabled.
- ssl
Enabled Boolean Whether or not SSL is enabled.
- ssl
Key String The public SSL key in PEM format for the certificate.
- vnet
Configuration Property Map The virtual network configuration.
ACIServiceResponseResponseDataCollection
- Event
Hub boolEnabled Option for enabling/disabling Event Hub.
- Storage
Enabled bool Option for enabling/disabling storage.
- Event
Hub boolEnabled Option for enabling/disabling Event Hub.
- Storage
Enabled bool Option for enabling/disabling storage.
- event
Hub BooleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled Boolean Option for enabling/disabling storage.
- event
Hub booleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled boolean Option for enabling/disabling storage.
- event_
hub_ boolenabled Option for enabling/disabling Event Hub.
- storage_
enabled bool Option for enabling/disabling storage.
- event
Hub BooleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled Boolean Option for enabling/disabling storage.
ACIServiceResponseResponseEncryptionProperties
- Key
Name string Encryption Key name
- Key
Version string Encryption Key Version
- Vault
Base stringUrl vault base Url
- Key
Name string Encryption Key name
- Key
Version string Encryption Key Version
- Vault
Base stringUrl vault base Url
- key
Name String Encryption Key name
- key
Version String Encryption Key Version
- vault
Base StringUrl vault base Url
- key
Name string Encryption Key name
- key
Version string Encryption Key Version
- vault
Base stringUrl vault base Url
- key_
name str Encryption Key name
- key_
version str Encryption Key Version
- vault_
base_ strurl vault base Url
- key
Name String Encryption Key name
- key
Version String Encryption Key Version
- vault
Base StringUrl vault base Url
ACIServiceResponseResponseEnvironmentImageRequest
- Assets
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Image Asset Response> The list of assets.
- Driver
Program string The name of the driver file.
- Environment
Pulumi.
Azure Native. Machine Learning Services. Inputs. Environment Image Response Response Environment The details of the AZURE ML environment.
- Environment
Reference Pulumi.Azure Native. Machine Learning Services. Inputs. Environment Image Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- Model
Ids List<string> The list of model Ids.
- Models
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Response> The list of models.
- Assets
[]Image
Asset Response The list of assets.
- Driver
Program string The name of the driver file.
- Environment
Environment
Image Response Response Environment The details of the AZURE ML environment.
- Environment
Reference EnvironmentImage Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- Model
Ids []string The list of model Ids.
- Models
[]Model
Response The list of models.
- assets
List<Image
Asset Response> The list of assets.
- driver
Program String The name of the driver file.
- environment
Environment
Image Response Response Environment The details of the AZURE ML environment.
- environment
Reference EnvironmentImage Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- model
Ids List<String> The list of model Ids.
- models
List<Model
Response> The list of models.
- assets
Image
Asset Response[] The list of assets.
- driver
Program string The name of the driver file.
- environment
Environment
Image Response Response Environment The details of the AZURE ML environment.
- environment
Reference EnvironmentImage Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- model
Ids string[] The list of model Ids.
- models
Model
Response[] The list of models.
- assets
Sequence[Image
Asset Response] The list of assets.
- driver_
program str The name of the driver file.
- environment
Environment
Image Response Response Environment The details of the AZURE ML environment.
- environment_
reference EnvironmentImage Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- model_
ids Sequence[str] The list of model Ids.
- models
Sequence[Model
Response] The list of models.
- assets List<Property Map>
The list of assets.
- driver
Program String The name of the driver file.
- environment Property Map
The details of the AZURE ML environment.
- environment
Reference Property Map The unique identifying details of the AZURE ML environment.
- model
Ids List<String> The list of model Ids.
- models List<Property Map>
The list of models.
ACIServiceResponseResponseVnetConfiguration
- Subnet
Name string The name of the virtual network subnet.
- Vnet
Name string The name of the virtual network.
- Subnet
Name string The name of the virtual network subnet.
- Vnet
Name string The name of the virtual network.
- subnet
Name String The name of the virtual network subnet.
- vnet
Name String The name of the virtual network.
- subnet
Name string The name of the virtual network subnet.
- vnet
Name 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.
- subnet
Name String The name of the virtual network subnet.
- vnet
Name String The name of the virtual network.
AKSReplicaStatusResponseError
- Error
Pulumi.
Azure Native. Machine Learning Services. Inputs. Error Response Response The error response.
- Error
Error
Response Response The error response.
- error
Error
Response Response The error response.
- error
Error
Response Response The error response.
- error
Error
Response Response The error response.
- error Property Map
The error response.
AKSServiceCreateRequestAutoScaler
- 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 intIn Seconds 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.
- 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 intIn Seconds 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.
- autoscale
Enabled Boolean Option to enable/disable auto scaling.
- max
Replicas Integer The maximum number of replicas in the cluster.
- min
Replicas Integer The minimum number of replicas to scale down to.
- refresh
Period IntegerIn Seconds The amount of seconds to wait between auto scale updates.
- target
Utilization Integer The target utilization percentage to use for determining whether to scale the cluster.
- autoscale
Enabled boolean Option to enable/disable auto scaling.
- max
Replicas number The maximum number of replicas in the cluster.
- min
Replicas number The minimum number of replicas to scale down to.
- refresh
Period numberIn Seconds The amount of seconds to wait between auto scale updates.
- target
Utilization 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_ intin_ seconds 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.
- autoscale
Enabled Boolean Option to enable/disable auto scaling.
- max
Replicas Number The maximum number of replicas in the cluster.
- min
Replicas Number The minimum number of replicas to scale down to.
- refresh
Period NumberIn Seconds The amount of seconds to wait between auto scale updates.
- target
Utilization Number The target utilization percentage to use for determining whether to scale the cluster.
AKSServiceCreateRequestDataCollection
- Event
Hub boolEnabled Option for enabling/disabling Event Hub.
- Storage
Enabled bool Option for enabling/disabling storage.
- Event
Hub boolEnabled Option for enabling/disabling Event Hub.
- Storage
Enabled bool Option for enabling/disabling storage.
- event
Hub BooleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled Boolean Option for enabling/disabling storage.
- event
Hub booleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled boolean Option for enabling/disabling storage.
- event_
hub_ boolenabled Option for enabling/disabling Event Hub.
- storage_
enabled bool Option for enabling/disabling storage.
- event
Hub BooleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled Boolean Option for enabling/disabling storage.
AKSServiceCreateRequestLivenessProbeRequirements
- Failure
Threshold int The number of failures to allow before returning an unhealthy status.
- Initial
Delay intSeconds 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.
- Failure
Threshold int The number of failures to allow before returning an unhealthy status.
- Initial
Delay intSeconds 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.
- failure
Threshold Integer The number of failures to allow before returning an unhealthy status.
- initial
Delay IntegerSeconds The delay before the first probe in seconds.
- period
Seconds Integer The length of time between probes in seconds.
- success
Threshold Integer The number of successful probes before returning a healthy status.
- timeout
Seconds Integer The probe timeout in seconds.
- failure
Threshold number The number of failures to allow before returning an unhealthy status.
- initial
Delay numberSeconds The delay before the first probe in seconds.
- period
Seconds number The length of time between probes in seconds.
- success
Threshold number The number of successful probes before returning a healthy status.
- timeout
Seconds number The probe timeout in seconds.
- failure_
threshold int The number of failures to allow before returning an unhealthy status.
- initial_
delay_ intseconds 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.
- failure
Threshold Number The number of failures to allow before returning an unhealthy status.
- initial
Delay NumberSeconds The delay before the first probe in seconds.
- period
Seconds Number The length of time between probes in seconds.
- success
Threshold Number The number of successful probes before returning a healthy status.
- timeout
Seconds Number The probe timeout in seconds.
AKSServiceResponseResponse
- Deployment
Status Pulumi.Azure Native. Machine Learning Services. Inputs. AKSService Response Response Deployment Status The deployment status.
- Error
Pulumi.
Azure Native. Machine Learning Services. Inputs. Service Response Base Response Error The error details.
- Model
Config Dictionary<string, object>Map Details on the models and configurations.
- Scoring
Uri string The Uri for sending scoring requests.
- State string
The current state of the service.
- Swagger
Uri string The Uri for sending swagger requests.
- Aad
Auth boolEnabled Whether or not AAD authentication is enabled.
- App
Insights boolEnabled Whether or not Application Insights is enabled.
- Auth
Enabled bool Whether or not authentication is enabled.
- Auto
Scaler Pulumi.Azure Native. Machine Learning Services. Inputs. AKSService Response Response Auto Scaler The auto scaler properties.
- Compute
Name string The name of the compute resource.
- Container
Resource Pulumi.Requirements Azure Native. Machine Learning Services. Inputs. Container Resource Requirements Response The container resource requirements.
- Data
Collection Pulumi.Azure Native. Machine Learning Services. Inputs. AKSService Response Response Data Collection Details of the data collection options specified.
- Deployment
Type string The deployment type for the service.
- Description string
The service description.
- Environment
Image Pulumi.Request Azure Native. Machine Learning Services. Inputs. AKSService Response Response Environment Image Request The Environment, models and assets used for inferencing.
- Is
Default bool Is this the default variant.
- Dictionary<string, string>
The service tag dictionary. Tags are mutable.
- Liveness
Probe Pulumi.Requirements Azure Native. Machine Learning Services. Inputs. AKSService Response Response Liveness Probe Requirements The liveness probe requirements.
- Max
Concurrent intRequests Per Container The maximum number of concurrent requests per container.
- Max
Queue intWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- Models
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Response> The list of models.
- Namespace string
The Kubernetes namespace of the deployment.
- Num
Replicas int The number of replicas on the cluster.
- Properties Dictionary<string, string>
The service property dictionary. Properties are immutable.
- Scoring
Timeout intMs The scoring timeout in milliseconds.
- Traffic
Percentile double The amount of traffic variant receives.
- Type string
The type of the variant.
- Deployment
Status AKSServiceResponse Response Deployment Status The deployment status.
- Error
Service
Response Base Response Error The error details.
- Model
Config map[string]interface{}Map Details on the models and configurations.
- Scoring
Uri string The Uri for sending scoring requests.
- State string
The current state of the service.
- Swagger
Uri string The Uri for sending swagger requests.
- Aad
Auth boolEnabled Whether or not AAD authentication is enabled.
- App
Insights boolEnabled Whether or not Application Insights is enabled.
- Auth
Enabled bool Whether or not authentication is enabled.
- Auto
Scaler AKSServiceResponse Response Auto Scaler The auto scaler properties.
- Compute
Name string The name of the compute resource.
- Container
Resource ContainerRequirements Resource Requirements Response The container resource requirements.
- Data
Collection AKSServiceResponse Response Data Collection Details of the data collection options specified.
- Deployment
Type string The deployment type for the service.
- Description string
The service description.
- Environment
Image AKSServiceRequest Response Response Environment Image Request The Environment, models and assets used for inferencing.
- Is
Default bool Is this the default variant.
- map[string]string
The service tag dictionary. Tags are mutable.
- Liveness
Probe AKSServiceRequirements Response Response Liveness Probe Requirements The liveness probe requirements.
- Max
Concurrent intRequests Per Container The maximum number of concurrent requests per container.
- Max
Queue intWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- Models
[]Model
Response The list of models.
- Namespace string
The Kubernetes namespace of the deployment.
- Num
Replicas int The number of replicas on the cluster.
- Properties map[string]string
The service property dictionary. Properties are immutable.
- Scoring
Timeout intMs The scoring timeout in milliseconds.
- Traffic
Percentile float64 The amount of traffic variant receives.
- Type string
The type of the variant.
- deployment
Status AKSServiceResponse Response Deployment Status The deployment status.
- error
Service
Response Base Response Error The error details.
- model
Config Map<String,Object>Map Details on the models and configurations.
- scoring
Uri String The Uri for sending scoring requests.
- state String
The current state of the service.
- swagger
Uri String The Uri for sending swagger requests.
- aad
Auth BooleanEnabled Whether or not AAD authentication is enabled.
- app
Insights BooleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled Boolean Whether or not authentication is enabled.
- auto
Scaler AKSServiceResponse Response Auto Scaler The auto scaler properties.
- compute
Name String The name of the compute resource.
- container
Resource ContainerRequirements Resource Requirements Response The container resource requirements.
- data
Collection AKSServiceResponse Response Data Collection Details of the data collection options specified.
- deployment
Type String The deployment type for the service.
- description String
The service description.
- environment
Image AKSServiceRequest Response Response Environment Image Request The Environment, models and assets used for inferencing.
- is
Default Boolean Is this the default variant.
- Map<String,String>
The service tag dictionary. Tags are mutable.
- liveness
Probe AKSServiceRequirements Response Response Liveness Probe Requirements The liveness probe requirements.
- max
Concurrent IntegerRequests Per Container The maximum number of concurrent requests per container.
- max
Queue IntegerWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- models
List<Model
Response> The list of models.
- namespace String
The Kubernetes namespace of the deployment.
- num
Replicas Integer The number of replicas on the cluster.
- properties Map<String,String>
The service property dictionary. Properties are immutable.
- scoring
Timeout IntegerMs The scoring timeout in milliseconds.
- traffic
Percentile Double The amount of traffic variant receives.
- type String
The type of the variant.
- deployment
Status AKSServiceResponse Response Deployment Status The deployment status.
- error
Service
Response Base Response Error The error details.
- model
Config {[key: string]: any}Map Details on the models and configurations.
- scoring
Uri string The Uri for sending scoring requests.
- state string
The current state of the service.
- swagger
Uri string The Uri for sending swagger requests.
- aad
Auth booleanEnabled Whether or not AAD authentication is enabled.
- app
Insights booleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled boolean Whether or not authentication is enabled.
- auto
Scaler AKSServiceResponse Response Auto Scaler The auto scaler properties.
- compute
Name string The name of the compute resource.
- container
Resource ContainerRequirements Resource Requirements Response The container resource requirements.
- data
Collection AKSServiceResponse Response Data Collection Details of the data collection options specified.
- deployment
Type string The deployment type for the service.
- description string
The service description.
- environment
Image AKSServiceRequest Response Response Environment Image Request The Environment, models and assets used for inferencing.
- is
Default boolean Is this the default variant.
- {[key: string]: string}
The service tag dictionary. Tags are mutable.
- liveness
Probe AKSServiceRequirements Response Response Liveness Probe Requirements The liveness probe requirements.
- max
Concurrent numberRequests Per Container The maximum number of concurrent requests per container.
- max
Queue numberWait Ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- models
Model
Response[] The list of models.
- namespace string
The Kubernetes namespace of the deployment.
- num
Replicas number The number of replicas on the cluster.
- properties {[key: string]: string}
The service property dictionary. Properties are immutable.
- scoring
Timeout numberMs The scoring timeout in milliseconds.
- traffic
Percentile number The amount of traffic variant receives.
- type string
The type of the variant.
- deployment_
status AKSServiceResponse Response Deployment Status The deployment status.
- error
Service
Response Base Response Error The error details.
- model_
config_ Mapping[str, Any]map 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_ boolenabled Whether or not AAD authentication is enabled.
- app_
insights_ boolenabled Whether or not Application Insights is enabled.
- auth_
enabled bool Whether or not authentication is enabled.
- auto_
scaler AKSServiceResponse Response Auto Scaler The auto scaler properties.
- compute_
name str The name of the compute resource.
- container_
resource_ Containerrequirements Resource Requirements Response The container resource requirements.
- data_
collection AKSServiceResponse Response Data Collection Details of the data collection options specified.
- deployment_
type str The deployment type for the service.
- description str
The service description.
- environment_
image_ AKSServicerequest Response Response Environment Image Request The Environment, models and assets used for inferencing.
- is_
default bool Is this the default variant.
- Mapping[str, str]
The service tag dictionary. Tags are mutable.
- liveness_
probe_ AKSServicerequirements Response Response Liveness Probe Requirements The liveness probe requirements.
- max_
concurrent_ intrequests_ per_ container The maximum number of concurrent requests per container.
- max_
queue_ intwait_ ms Maximum time a request will wait in the queue (in milliseconds). After this time, the service will return 503 (Service Unavailable)
- models
Sequence[Model
Response] 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_ intms The scoring timeout in milliseconds.
- traffic_
percentile float The amount of traffic variant receives.
- type str
The type of the variant.
- deployment
Status Property Map The deployment status.
- error Property Map
The error details.
- model
Config Map<Any>Map Details on the models and configurations.
- scoring
Uri String The Uri for sending scoring requests.
- state String
The current state of the service.
- swagger
Uri String The Uri for sending swagger requests.
- aad
Auth BooleanEnabled Whether or not AAD authentication is enabled.
- app
Insights BooleanEnabled Whether or not Application Insights is enabled.
- auth
Enabled Boolean Whether or not authentication is enabled.
- auto
Scaler Property Map The auto scaler properties.
- compute
Name String The name of the compute resource.
- container
Resource Property MapRequirements The container resource requirements.
- data
Collection Property Map Details of the data collection options specified.
- deployment
Type String The deployment type for the service.
- description String
The service description.
- environment
Image Property MapRequest The Environment, models and assets used for inferencing.
- is
Default Boolean Is this the default variant.
- Map<String>
The service tag dictionary. Tags are mutable.
- liveness
Probe Property MapRequirements The liveness probe requirements.
- max
Concurrent NumberRequests Per Container The maximum number of concurrent requests per container.
- max
Queue NumberWait Ms 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.
- num
Replicas Number The number of replicas on the cluster.
- properties Map<String>
The service property dictionary. Properties are immutable.
- scoring
Timeout NumberMs The scoring timeout in milliseconds.
- traffic
Percentile Number The amount of traffic variant receives.
- type String
The type of the variant.
AKSServiceResponseResponseAutoScaler
- 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 intIn Seconds 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.
- 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 intIn Seconds 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.
- autoscale
Enabled Boolean Option to enable/disable auto scaling.
- max
Replicas Integer The maximum number of replicas in the cluster.
- min
Replicas Integer The minimum number of replicas to scale down to.
- refresh
Period IntegerIn Seconds The amount of seconds to wait between auto scale updates.
- target
Utilization Integer The target utilization percentage to use for determining whether to scale the cluster.
- autoscale
Enabled boolean Option to enable/disable auto scaling.
- max
Replicas number The maximum number of replicas in the cluster.
- min
Replicas number The minimum number of replicas to scale down to.
- refresh
Period numberIn Seconds The amount of seconds to wait between auto scale updates.
- target
Utilization 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_ intin_ seconds 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.
- autoscale
Enabled Boolean Option to enable/disable auto scaling.
- max
Replicas Number The maximum number of replicas in the cluster.
- min
Replicas Number The minimum number of replicas to scale down to.
- refresh
Period NumberIn Seconds The amount of seconds to wait between auto scale updates.
- target
Utilization Number The target utilization percentage to use for determining whether to scale the cluster.
AKSServiceResponseResponseDataCollection
- Event
Hub boolEnabled Option for enabling/disabling Event Hub.
- Storage
Enabled bool Option for enabling/disabling storage.
- Event
Hub boolEnabled Option for enabling/disabling Event Hub.
- Storage
Enabled bool Option for enabling/disabling storage.
- event
Hub BooleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled Boolean Option for enabling/disabling storage.
- event
Hub booleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled boolean Option for enabling/disabling storage.
- event_
hub_ boolenabled Option for enabling/disabling Event Hub.
- storage_
enabled bool Option for enabling/disabling storage.
- event
Hub BooleanEnabled Option for enabling/disabling Event Hub.
- storage
Enabled Boolean Option for enabling/disabling storage.
AKSServiceResponseResponseDeploymentStatus
- Available
Replicas int The number of available replicas.
- Desired
Replicas int The desired number of replicas.
- Error
Pulumi.
Azure Native. Machine Learning Services. Inputs. AKSReplica Status Response Error The error details.
- Updated
Replicas int The number of updated replicas.
- Available
Replicas int The number of available replicas.
- Desired
Replicas int The desired number of replicas.
- Error
AKSReplica
Status Response Error The error details.
- Updated
Replicas int The number of updated replicas.
- available
Replicas Integer The number of available replicas.
- desired
Replicas Integer The desired number of replicas.
- error
AKSReplica
Status Response Error The error details.
- updated
Replicas Integer The number of updated replicas.
- available
Replicas number The number of available replicas.
- desired
Replicas number The desired number of replicas.
- error
AKSReplica
Status Response Error The error details.
- updated
Replicas number The number of updated replicas.
- available_
replicas int The number of available replicas.
- desired_
replicas int The desired number of replicas.
- error
AKSReplica
Status Response Error The error details.
- updated_
replicas int The number of updated replicas.
- available
Replicas Number The number of available replicas.
- desired
Replicas Number The desired number of replicas.
- error Property Map
The error details.
- updated
Replicas Number The number of updated replicas.
AKSServiceResponseResponseEnvironmentImageRequest
- Assets
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Image Asset Response> The list of assets.
- Driver
Program string The name of the driver file.
- Environment
Pulumi.
Azure Native. Machine Learning Services. Inputs. Environment Image Response Response Environment The details of the AZURE ML environment.
- Environment
Reference Pulumi.Azure Native. Machine Learning Services. Inputs. Environment Image Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- Model
Ids List<string> The list of model Ids.
- Models
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Response> The list of models.
- Assets
[]Image
Asset Response The list of assets.
- Driver
Program string The name of the driver file.
- Environment
Environment
Image Response Response Environment The details of the AZURE ML environment.
- Environment
Reference EnvironmentImage Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- Model
Ids []string The list of model Ids.
- Models
[]Model
Response The list of models.
- assets
List<Image
Asset Response> The list of assets.
- driver
Program String The name of the driver file.
- environment
Environment
Image Response Response Environment The details of the AZURE ML environment.
- environment
Reference EnvironmentImage Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- model
Ids List<String> The list of model Ids.
- models
List<Model
Response> The list of models.
- assets
Image
Asset Response[] The list of assets.
- driver
Program string The name of the driver file.
- environment
Environment
Image Response Response Environment The details of the AZURE ML environment.
- environment
Reference EnvironmentImage Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- model
Ids string[] The list of model Ids.
- models
Model
Response[] The list of models.
- assets
Sequence[Image
Asset Response] The list of assets.
- driver_
program str The name of the driver file.
- environment
Environment
Image Response Response Environment The details of the AZURE ML environment.
- environment_
reference EnvironmentImage Response Response Environment Reference The unique identifying details of the AZURE ML environment.
- model_
ids Sequence[str] The list of model Ids.
- models
Sequence[Model
Response] The list of models.
- assets List<Property Map>
The list of assets.
- driver
Program String The name of the driver file.
- environment Property Map
The details of the AZURE ML environment.
- environment
Reference Property Map The unique identifying details of the AZURE ML environment.
- model
Ids List<String> The list of model Ids.
- models List<Property Map>
The list of models.
AKSServiceResponseResponseLivenessProbeRequirements
- Failure
Threshold int The number of failures to allow before returning an unhealthy status.
- Initial
Delay intSeconds 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.
- Failure
Threshold int The number of failures to allow before returning an unhealthy status.
- Initial
Delay intSeconds 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.
- failure
Threshold Integer The number of failures to allow before returning an unhealthy status.
- initial
Delay IntegerSeconds The delay before the first probe in seconds.
- period
Seconds Integer The length of time between probes in seconds.
- success
Threshold Integer The number of successful probes before returning a healthy status.
- timeout
Seconds Integer The probe timeout in seconds.
- failure
Threshold number The number of failures to allow before returning an unhealthy status.
- initial
Delay numberSeconds The delay before the first probe in seconds.
- period
Seconds number The length of time between probes in seconds.
- success
Threshold number The number of successful probes before returning a healthy status.
- timeout
Seconds number The probe timeout in seconds.
- failure_
threshold int The number of failures to allow before returning an unhealthy status.
- initial_
delay_ intseconds 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.
- failure
Threshold Number The number of failures to allow before returning an unhealthy status.
- initial
Delay NumberSeconds The delay before the first probe in seconds.
- period
Seconds Number The length of time between probes in seconds.
- success
Threshold Number The number of successful probes before returning a healthy status.
- timeout
Seconds Number The probe timeout in seconds.
AKSVariantResponseResponse
- Error
Pulumi.
Azure Native. Machine Learning Services. Inputs. Service Response Base Response Error The error details.
- State string
The current state of the service.
- Deployment
Type string The deployment type for the service.
- Description string
The service description.
- Is
Default bool Is this the default variant.
- Dictionary<string, string>
The service tag dictionary. Tags are mutable.
- Properties Dictionary<string, string>
The service property dictionary. Properties are immutable.
- Traffic
Percentile double The amount of traffic variant receives.
- Type string
The type of the variant.
- Error
Service
Response Base Response Error The error details.
- State string
The current state of the service.
- Deployment
Type string The deployment type for the service.
- Description string
The service description.
- Is
Default bool Is this the default variant.
- map[string]string
The service tag dictionary. Tags are mutable.
- Properties map[string]string
The service property dictionary. Properties are immutable.
- Traffic
Percentile float64 The amount of traffic variant receives.
- Type string
The type of the variant.
- error
Service
Response Base Response Error The error details.
- state String
The current state of the service.
- deployment
Type String The deployment type for the service.
- description String
The service description.
- is
Default Boolean Is this the default variant.
- Map<String,String>
The service tag dictionary. Tags are mutable.
- properties Map<String,String>
The service property dictionary. Properties are immutable.
- traffic
Percentile Double The amount of traffic variant receives.
- type String
The type of the variant.
- error
Service
Response Base Response Error The error details.
- state string
The current state of the service.
- deployment
Type string The deployment type for the service.
- description string
The service description.
- is
Default boolean Is this the default variant.
- {[key: string]: string}
The service tag dictionary. Tags are mutable.
- properties {[key: string]: string}
The service property dictionary. Properties are immutable.
- traffic
Percentile number The amount of traffic variant receives.
- type string
The type of the variant.
- error
Service
Response Base Response Error 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.
- 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.
- deployment
Type String The deployment type for the service.
- description String
The service description.
- is
Default Boolean Is this the default variant.
- Map<String>
The service tag dictionary. Tags are mutable.
- properties Map<String>
The service property dictionary. Properties are immutable.
- traffic
Percentile Number The amount of traffic variant receives.
- type String
The type of the variant.
ContainerResourceRequirements
- 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/
- Cpu
Limit 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.
- Memory
In doubleGB 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 doubleGBLimit 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/
- Cpu
Limit 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.
- Memory
In float64GB 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 float64GBLimit 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/
- cpu
Limit 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.
- memory
In DoubleGB 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 DoubleGBLimit 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/
- cpu
Limit 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.
- memory
In numberGB 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 numberGBLimit 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_ floatgb 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_ floatgb_ limit 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/
- cpu
Limit 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.
- memory
In NumberGB 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 NumberGBLimit 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/
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/
- Cpu
Limit 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.
- Memory
In doubleGB 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 doubleGBLimit 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/
- Cpu
Limit 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.
- Memory
In float64GB 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 float64GBLimit 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/
- cpu
Limit 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.
- memory
In DoubleGB 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 DoubleGBLimit 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/
- cpu
Limit 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.
- memory
In numberGB 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 numberGBLimit 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_ floatgb 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_ floatgb_ limit 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/
- cpu
Limit 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.
- memory
In NumberGB 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 NumberGBLimit 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/
CreateServiceRequestEnvironmentImageRequest
- Assets
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Image Asset> The list of assets.
- Driver
Program string The name of the driver file.
- Environment
Pulumi.
Azure Native. Machine Learning Services. Inputs. Environment Image Request Environment The details of the AZURE ML environment.
- Environment
Reference Pulumi.Azure Native. Machine Learning Services. Inputs. Environment Image Request Environment Reference The unique identifying details of the AZURE ML environment.
- Model
Ids List<string> The list of model Ids.
- Models
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Model> The list of models.
- Assets
[]Image
Asset The list of assets.
- Driver
Program string The name of the driver file.
- Environment
Environment
Image Request Environment The details of the AZURE ML environment.
- Environment
Reference EnvironmentImage Request Environment Reference The unique identifying details of the AZURE ML environment.
- Model
Ids []string The list of model Ids.
- Models []Model
The list of models.
- assets
List<Image
Asset> The list of assets.
- driver
Program String The name of the driver file.
- environment
Environment
Image Request Environment The details of the AZURE ML environment.
- environment
Reference EnvironmentImage Request Environment Reference The unique identifying details of the AZURE ML environment.
- model
Ids List<String> The list of model Ids.
- models List<Model>
The list of models.
- assets
Image
Asset[] The list of assets.
- driver
Program string The name of the driver file.
- environment
Environment
Image Request Environment The details of the AZURE ML environment.
- environment
Reference EnvironmentImage Request Environment Reference The unique identifying details of the AZURE ML environment.
- model
Ids string[] The list of model Ids.
- models Model[]
The list of models.
- assets
Sequence[Image
Asset] The list of assets.
- driver_
program str The name of the driver file.
- environment
Environment
Image Request Environment The details of the AZURE ML environment.
- environment_
reference EnvironmentImage Request Environment Reference The unique identifying details of the AZURE ML environment.
- model_
ids Sequence[str] The list of model Ids.
- models Sequence[Model]
The list of models.
- assets List<Property Map>
The list of assets.
- driver
Program String The name of the driver file.
- environment Property Map
The details of the AZURE ML environment.
- environment
Reference Property Map The unique identifying details of the AZURE ML environment.
- model
Ids List<String> The list of model Ids.
- models List<Property Map>
The list of models.
CreateServiceRequestKeys
- Primary
Key string The primary key.
- Secondary
Key string The secondary key.
- Primary
Key string The primary key.
- Secondary
Key string The secondary key.
- primary
Key String The primary key.
- secondary
Key String The secondary key.
- primary
Key string The primary key.
- secondary
Key string The secondary key.
- primary_
key str The primary key.
- secondary_
key str The secondary key.
- primary
Key String The primary key.
- secondary
Key String The secondary key.
DatasetReference
DatasetReferenceResponse
EnvironmentImageRequestEnvironment
- Docker
Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Environment Definition Docker The definition of a Docker container.
- Environment
Variables Dictionary<string, string> Definition of environment variables to be defined in the environment.
- Inferencing
Stack stringVersion 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.
Azure Native. Machine Learning Services. Inputs. Model Environment Definition Python Settings for a Python environment.
- R
Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Environment Definition R Settings for a R environment.
- Spark
Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Environment Definition Spark The configuration for a Spark environment.
- Version string
The environment version.
- Docker
Model
Environment Definition Docker The definition of a Docker container.
- Environment
Variables map[string]string Definition of environment variables to be defined in the environment.
- Inferencing
Stack stringVersion 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
Model
Environment Definition Python Settings for a Python environment.
- R
Model
Environment Definition R Settings for a R environment.
- Spark
Model
Environment Definition Spark The configuration for a Spark environment.
- Version string
The environment version.
- docker
Model
Environment Definition Docker The definition of a Docker container.
- environment
Variables Map<String,String> Definition of environment variables to be defined in the environment.
- inferencing
Stack StringVersion 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
Model
Environment Definition Python Settings for a Python environment.
- r
Model
Environment Definition R Settings for a R environment.
- spark
Model
Environment Definition Spark The configuration for a Spark environment.
- version String
The environment version.
- docker
Model
Environment Definition Docker The definition of a Docker container.
- environment
Variables {[key: string]: string} Definition of environment variables to be defined in the environment.
- inferencing
Stack stringVersion 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
Model
Environment Definition Python Settings for a Python environment.
- r
Model
Environment Definition R Settings for a R environment.
- spark
Model
Environment Definition Spark The configuration for a Spark environment.
- version string
The environment version.
- docker
Model
Environment Definition Docker The definition of a Docker container.
- environment_
variables Mapping[str, str] Definition of environment variables to be defined in the environment.
- inferencing_
stack_ strversion 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
Model
Environment Definition Python Settings for a Python environment.
- r
Model
Environment Definition R Settings for a R environment.
- spark
Model
Environment Definition Spark The configuration for a Spark environment.
- version str
The environment version.
- docker Property Map
The definition of a Docker container.
- environment
Variables Map<String> Definition of environment variables to be defined in the environment.
- inferencing
Stack StringVersion 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.
EnvironmentImageRequestEnvironmentReference
EnvironmentImageResponseResponseEnvironment
- Docker
Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Environment Definition Response Response Docker The definition of a Docker container.
- Environment
Variables Dictionary<string, string> Definition of environment variables to be defined in the environment.
- Inferencing
Stack stringVersion 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.
Azure Native. Machine Learning Services. Inputs. Model Environment Definition Response Response Python Settings for a Python environment.
- R
Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Environment Definition Response Response R Settings for a R environment.
- Spark
Pulumi.
Azure Native. Machine Learning Services. Inputs. Model Environment Definition Response Response Spark The configuration for a Spark environment.
- Version string
The environment version.
- Docker
Model
Environment Definition Response Response Docker The definition of a Docker container.
- Environment
Variables map[string]string Definition of environment variables to be defined in the environment.
- Inferencing
Stack stringVersion 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
Model
Environment Definition Response Response Python Settings for a Python environment.
- R
Model
Environment Definition Response Response R Settings for a R environment.
- Spark
Model
Environment Definition Response Response Spark The configuration for a Spark environment.
- Version string
The environment version.
- docker
Model
Environment Definition Response Response Docker The definition of a Docker container.
- environment
Variables Map<String,String> Definition of environment variables to be defined in the environment.
- inferencing
Stack StringVersion 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
Model
Environment Definition Response Response Python Settings for a Python environment.
- r
Model
Environment Definition Response Response R Settings for a R environment.
- spark
Model
Environment Definition Response Response Spark The configuration for a Spark environment.
- version String
The environment version.
- docker
Model
Environment Definition Response Response Docker The definition of a Docker container.
- environment
Variables {[key: string]: string} Definition of environment variables to be defined in the environment.
- inferencing
Stack stringVersion 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
Model
Environment Definition Response Response Python Settings for a Python environment.
- r
Model
Environment Definition Response Response R Settings for a R environment.
- spark
Model
Environment Definition Response Response Spark The configuration for a Spark environment.
- version string
The environment version.
- docker
Model
Environment Definition Response Response Docker The definition of a Docker container.
- environment_
variables Mapping[str, str] Definition of environment variables to be defined in the environment.
- inferencing_
stack_ strversion 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
Model
Environment Definition Response Response Python Settings for a Python environment.
- r
Model
Environment Definition Response Response R Settings for a R environment.
- spark
Model
Environment Definition Response Response Spark The configuration for a Spark environment.
- version str
The environment version.
- docker Property Map
The definition of a Docker container.
- environment
Variables Map<String> Definition of environment variables to be defined in the environment.
- inferencing
Stack StringVersion 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
ErrorDetailResponse
ErrorResponseResponse
- Code string
Error code.
- Details
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Error Detail Response> An array of error detail objects.
- Message string
Error message.
- Code string
Error code.
- Details
[]Error
Detail Response An array of error detail objects.
- Message string
Error message.
- code String
Error code.
- details
List<Error
Detail Response> An array of error detail objects.
- message String
Error message.
- code string
Error code.
- details
Error
Detail Response[] An array of error detail objects.
- message string
Error message.
- code str
Error code.
- details
Sequence[Error
Detail Response] 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
- Principal
Id string The principal ID of resource identity.
- Tenant
Id string The tenant ID of resource.
- Type string
The identity type.
- User
Assigned Dictionary<string, Pulumi.Identities Azure Native. Machine Learning Services. Inputs. User Assigned Identity Response> The user assigned identities associated with the resource.
- Principal
Id string The principal ID of resource identity.
- Tenant
Id string The tenant ID of resource.
- Type string
The identity type.
- User
Assigned map[string]UserIdentities Assigned Identity Response The user assigned identities associated with the resource.
- principal
Id String The principal ID of resource identity.
- tenant
Id String The tenant ID of resource.
- type String
The identity type.
- user
Assigned Map<String,UserIdentities Assigned Identity Response> The user assigned identities associated with the resource.
- principal
Id string The principal ID of resource identity.
- tenant
Id string The tenant ID of resource.
- type string
The identity type.
- user
Assigned {[key: string]: UserIdentities Assigned Identity Response} 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_ Mapping[str, Useridentities Assigned Identity Response] The user assigned identities associated with the resource.
- principal
Id String The principal ID of resource identity.
- tenant
Id String The tenant ID of resource.
- type String
The identity type.
- user
Assigned Map<Property Map>Identities The user assigned identities associated with the resource.
ImageAsset
ImageAssetResponse
Model
- Mime
Type 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.
- Created
Time string The Model creation time (UTC).
- Datasets
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Dataset Reference> The list of datasets associated with the model.
- Derived
Model List<string>Ids Models derived from this model
- Description string
The Model description text.
- Experiment
Name string The name of the experiment where this model was created.
- Framework string
The Model framework.
- Framework
Version string The Model framework version.
- Id string
The Model Id.
- Dictionary<string, string>
The Model tag dictionary. Items are mutable.
- Modified
Time string The Model last modified time (UTC).
- Parent
Model stringId The Parent Model Id.
- Properties Dictionary<string, string>
The Model property dictionary. Properties are immutable.
- Resource
Requirements Pulumi.Azure Native. Machine Learning Services. Inputs. Container Resource Requirements Resource requirements for the model
- Run
Id string The RunId that created this model.
- Sample
Input stringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- Sample
Output stringData 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.
- Mime
Type 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.
- Created
Time string The Model creation time (UTC).
- Datasets
[]Dataset
Reference The list of datasets associated with the model.
- Derived
Model []stringIds Models derived from this model
- Description string
The Model description text.
- Experiment
Name string The name of the experiment where this model was created.
- Framework string
The Model framework.
- Framework
Version string The Model framework version.
- Id string
The Model Id.
- map[string]string
The Model tag dictionary. Items are mutable.
- Modified
Time string The Model last modified time (UTC).
- Parent
Model stringId The Parent Model Id.
- Properties map[string]string
The Model property dictionary. Properties are immutable.
- Resource
Requirements ContainerResource Requirements Resource requirements for the model
- Run
Id string The RunId that created this model.
- Sample
Input stringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- Sample
Output stringData 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.
- mime
Type 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.
- created
Time String The Model creation time (UTC).
- datasets
List<Dataset
Reference> The list of datasets associated with the model.
- derived
Model List<String>Ids Models derived from this model
- description String
The Model description text.
- experiment
Name String The name of the experiment where this model was created.
- framework String
The Model framework.
- framework
Version String The Model framework version.
- id String
The Model Id.
- Map<String,String>
The Model tag dictionary. Items are mutable.
- modified
Time String The Model last modified time (UTC).
- parent
Model StringId The Parent Model Id.
- properties Map<String,String>
The Model property dictionary. Properties are immutable.
- resource
Requirements ContainerResource Requirements Resource requirements for the model
- run
Id String The RunId that created this model.
- sample
Input StringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- sample
Output StringData 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.
- mime
Type 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.
- created
Time string The Model creation time (UTC).
- datasets
Dataset
Reference[] The list of datasets associated with the model.
- derived
Model string[]Ids Models derived from this model
- description string
The Model description text.
- experiment
Name string The name of the experiment where this model was created.
- framework string
The Model framework.
- framework
Version string The Model framework version.
- id string
The Model Id.
- {[key: string]: string}
The Model tag dictionary. Items are mutable.
- modified
Time string The Model last modified time (UTC).
- parent
Model stringId The Parent Model Id.
- properties {[key: string]: string}
The Model property dictionary. Properties are immutable.
- resource
Requirements ContainerResource Requirements Resource requirements for the model
- run
Id string The RunId that created this model.
- sample
Input stringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- sample
Output stringData 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[Dataset
Reference] The list of datasets associated with the model.
- derived_
model_ Sequence[str]ids 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.
- Mapping[str, str]
The Model tag dictionary. Items are mutable.
- modified_
time str The Model last modified time (UTC).
- parent_
model_ strid The Parent Model Id.
- properties Mapping[str, str]
The Model property dictionary. Properties are immutable.
- resource_
requirements ContainerResource Requirements Resource requirements for the model
- run_
id str The RunId that created this model.
- sample_
input_ strdata Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- sample_
output_ strdata 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.
- mime
Type 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.
- created
Time String The Model creation time (UTC).
- datasets List<Property Map>
The list of datasets associated with the model.
- derived
Model List<String>Ids Models derived from this model
- description String
The Model description text.
- experiment
Name String The name of the experiment where this model was created.
- framework String
The Model framework.
- framework
Version String The Model framework version.
- id String
The Model Id.
- Map<String>
The Model tag dictionary. Items are mutable.
- modified
Time String The Model last modified time (UTC).
- parent
Model StringId The Parent Model Id.
- properties Map<String>
The Model property dictionary. Properties are immutable.
- resource
Requirements Property Map Resource requirements for the model
- run
Id String The RunId that created this model.
- sample
Input StringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- sample
Output StringData 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.
ModelDockerSectionBaseImageRegistry
ModelDockerSectionResponseResponseBaseImageRegistry
- Address string
- Address string
- address String
- address string
- address str
- address String
ModelEnvironmentDefinitionDocker
- Base
Dockerfile string Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- Base
Image string Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- Base
Image Pulumi.Registry Azure Native. Machine Learning Services. Inputs. Model Docker Section Base Image Registry Image registry that contains the base image.
- Base
Dockerfile string Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- Base
Image string Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- Base
Image ModelRegistry Docker Section Base Image Registry Image registry that contains the base image.
- base
Dockerfile String Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- base
Image String Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- base
Image ModelRegistry Docker Section Base Image Registry Image registry that contains the base image.
- base
Dockerfile string Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- base
Image string Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- base
Image ModelRegistry Docker Section Base Image Registry 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_ Modelregistry Docker Section Base Image Registry Image registry that contains the base image.
- base
Dockerfile String Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- base
Image String Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- base
Image Property MapRegistry Image registry that contains the base image.
ModelEnvironmentDefinitionPython
- Base
Conda stringEnvironment - Conda
Dependencies object A JObject containing Conda dependencies.
- Interpreter
Path string 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 boolDependencies 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 stringEnvironment - Conda
Dependencies interface{} A JObject containing Conda dependencies.
- Interpreter
Path string 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 boolDependencies 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 StringEnvironment - conda
Dependencies Object A JObject containing Conda dependencies.
- interpreter
Path String 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 BooleanDependencies 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 stringEnvironment - conda
Dependencies any A JObject containing Conda dependencies.
- interpreter
Path string 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 booleanDependencies 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_ strenvironment - 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_ booldependencies 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 StringEnvironment - conda
Dependencies Any A JObject containing Conda dependencies.
- interpreter
Path String 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 BooleanDependencies True means that AzureML reuses an existing python environment; False means that AzureML will create a python environment based on the Conda dependencies specification.
ModelEnvironmentDefinitionR
- Bio
Conductor List<string>Packages The packages from Bioconductor.
- Cran
Packages List<Pulumi.Azure Native. Machine Learning Services. Inputs. RCran Package> The CRAN packages to use.
- Custom
Url List<string>Packages The packages from custom urls.
- Git
Hub List<Pulumi.Packages Azure Native. Machine Learning Services. Inputs. RGit Hub Package> The packages directly from GitHub.
- RVersion string
The version of R to be installed
- Rscript
Path string The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- Snapshot
Date string 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.
- Bio
Conductor []stringPackages The packages from Bioconductor.
- Cran
Packages []RCranPackage The CRAN packages to use.
- Custom
Url []stringPackages The packages from custom urls.
- Git
Hub []RGitPackages Hub Package The packages directly from GitHub.
- RVersion string
The version of R to be installed
- Rscript
Path string The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- Snapshot
Date string 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.
- bio
Conductor List<String>Packages The packages from Bioconductor.
- cran
Packages List<RCranPackage> The CRAN packages to use.
- custom
Url List<String>Packages The packages from custom urls.
- git
Hub List<RGitPackages Hub Package> The packages directly from GitHub.
- r
Version String The version of R to be installed
- rscript
Path String The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- snapshot
Date String Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
- user
Managed Boolean Indicates whether the environment is managed by user or by AzureML.
- bio
Conductor string[]Packages The packages from Bioconductor.
- cran
Packages RCranPackage[] The CRAN packages to use.
- custom
Url string[]Packages The packages from custom urls.
- git
Hub RGitPackages Hub Package[] The packages directly from GitHub.
- r
Version string The version of R to be installed
- rscript
Path string The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- snapshot
Date string Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
- user
Managed boolean Indicates whether the environment is managed by user or by AzureML.
- bio_
conductor_ Sequence[str]packages The packages from Bioconductor.
- cran_
packages Sequence[RCranPackage] The CRAN packages to use.
- custom_
url_ Sequence[str]packages The packages from custom urls.
- git_
hub_ Sequence[RGitpackages Hub Package] 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.
- bio
Conductor List<String>Packages The packages from Bioconductor.
- cran
Packages List<Property Map> The CRAN packages to use.
- custom
Url List<String>Packages The packages from custom urls.
- git
Hub List<Property Map>Packages The packages directly from GitHub.
- r
Version String The version of R to be installed
- rscript
Path String The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- snapshot
Date String Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
- user
Managed Boolean Indicates whether the environment is managed by user or by AzureML.
ModelEnvironmentDefinitionResponseResponseDocker
- Base
Dockerfile string Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- Base
Image string Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- Base
Image Pulumi.Registry Azure Native. Machine Learning Services. Inputs. Model Docker Section Response Response Base Image Registry Image registry that contains the base image.
- Base
Dockerfile string Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- Base
Image string Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- Base
Image ModelRegistry Docker Section Response Response Base Image Registry Image registry that contains the base image.
- base
Dockerfile String Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- base
Image String Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- base
Image ModelRegistry Docker Section Response Response Base Image Registry Image registry that contains the base image.
- base
Dockerfile string Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- base
Image string Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- base
Image ModelRegistry Docker Section Response Response Base Image Registry 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_ Modelregistry Docker Section Response Response Base Image Registry Image registry that contains the base image.
- base
Dockerfile String Base Dockerfile used for Docker-based runs. Mutually exclusive with BaseImage.
- base
Image String Base image used for Docker-based runs. Mutually exclusive with BaseDockerfile.
- base
Image Property MapRegistry Image registry that contains the base image.
ModelEnvironmentDefinitionResponseResponsePython
- Base
Conda stringEnvironment - Conda
Dependencies object A JObject containing Conda dependencies.
- Interpreter
Path string 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 boolDependencies 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 stringEnvironment - Conda
Dependencies interface{} A JObject containing Conda dependencies.
- Interpreter
Path string 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 boolDependencies 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 StringEnvironment - conda
Dependencies Object A JObject containing Conda dependencies.
- interpreter
Path String 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 BooleanDependencies 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 stringEnvironment - conda
Dependencies any A JObject containing Conda dependencies.
- interpreter
Path string 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 booleanDependencies 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_ strenvironment - 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_ booldependencies 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 StringEnvironment - conda
Dependencies Any A JObject containing Conda dependencies.
- interpreter
Path String 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 BooleanDependencies 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
- Bio
Conductor List<string>Packages The packages from Bioconductor.
- Cran
Packages List<Pulumi.Azure Native. Machine Learning Services. Inputs. RCran Package Response> The CRAN packages to use.
- Custom
Url List<string>Packages The packages from custom urls.
- Git
Hub List<Pulumi.Packages Azure Native. Machine Learning Services. Inputs. RGit Hub Package Response Response> The packages directly from GitHub.
- RVersion string
The version of R to be installed
- Rscript
Path string The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- Snapshot
Date string 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.
- Bio
Conductor []stringPackages The packages from Bioconductor.
- Cran
Packages []RCranPackage Response The CRAN packages to use.
- Custom
Url []stringPackages The packages from custom urls.
- Git
Hub []RGitPackages Hub Package Response Response The packages directly from GitHub.
- RVersion string
The version of R to be installed
- Rscript
Path string The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- Snapshot
Date string 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.
- bio
Conductor List<String>Packages The packages from Bioconductor.
- cran
Packages List<RCranPackage Response> The CRAN packages to use.
- custom
Url List<String>Packages The packages from custom urls.
- git
Hub List<RGitPackages Hub Package Response Response> The packages directly from GitHub.
- r
Version String The version of R to be installed
- rscript
Path String The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- snapshot
Date String Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
- user
Managed Boolean Indicates whether the environment is managed by user or by AzureML.
- bio
Conductor string[]Packages The packages from Bioconductor.
- cran
Packages RCranPackage Response[] The CRAN packages to use.
- custom
Url string[]Packages The packages from custom urls.
- git
Hub RGitPackages Hub Package Response Response[] The packages directly from GitHub.
- r
Version string The version of R to be installed
- rscript
Path string The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- snapshot
Date string Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
- user
Managed boolean Indicates whether the environment is managed by user or by AzureML.
- bio_
conductor_ Sequence[str]packages The packages from Bioconductor.
- cran_
packages Sequence[RCranPackage Response] The CRAN packages to use.
- custom_
url_ Sequence[str]packages The packages from custom urls.
- git_
hub_ Sequence[RGitpackages Hub Package Response Response] 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.
- bio
Conductor List<String>Packages The packages from Bioconductor.
- cran
Packages List<Property Map> The CRAN packages to use.
- custom
Url List<String>Packages The packages from custom urls.
- git
Hub List<Property Map>Packages The packages directly from GitHub.
- r
Version String The version of R to be installed
- rscript
Path String The Rscript path to use if an environment build is not required. The path specified gets used to call the user script.
- snapshot
Date String Date of MRAN snapshot to use in YYYY-MM-DD format, e.g. "2019-04-17"
- user
Managed Boolean Indicates whether the environment is managed by user or by AzureML.
ModelEnvironmentDefinitionResponseResponseSpark
- Packages
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Spark Maven Package Response> The Spark packages to use.
- Precache
Packages bool Whether to precache the packages.
- Repositories List<string>
The list of spark repositories.
- Packages
[]Spark
Maven Package Response The Spark packages to use.
- Precache
Packages bool Whether to precache the packages.
- Repositories []string
The list of spark repositories.
- packages
List<Spark
Maven Package Response> The Spark packages to use.
- precache
Packages Boolean Whether to precache the packages.
- repositories List<String>
The list of spark repositories.
- packages
Spark
Maven Package Response[] The Spark packages to use.
- precache
Packages boolean Whether to precache the packages.
- repositories string[]
The list of spark repositories.
- packages
Sequence[Spark
Maven Package Response] 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.
- precache
Packages Boolean Whether to precache the packages.
- repositories List<String>
The list of spark repositories.
ModelEnvironmentDefinitionSpark
- Packages
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Spark Maven Package> The Spark packages to use.
- Precache
Packages bool Whether to precache the packages.
- Repositories List<string>
The list of spark repositories.
- Packages
[]Spark
Maven Package The Spark packages to use.
- Precache
Packages bool Whether to precache the packages.
- Repositories []string
The list of spark repositories.
- packages
List<Spark
Maven Package> The Spark packages to use.
- precache
Packages Boolean Whether to precache the packages.
- repositories List<String>
The list of spark repositories.
- packages
Spark
Maven Package[] The Spark packages to use.
- precache
Packages boolean Whether to precache the packages.
- repositories string[]
The list of spark repositories.
- packages
Sequence[Spark
Maven Package] 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.
- precache
Packages Boolean Whether to precache the packages.
- repositories List<String>
The list of spark repositories.
ModelResponse
- Mime
Type 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.
- Created
Time string The Model creation time (UTC).
- Datasets
List<Pulumi.
Azure Native. Machine Learning Services. Inputs. Dataset Reference Response> The list of datasets associated with the model.
- Derived
Model List<string>Ids Models derived from this model
- Description string
The Model description text.
- Experiment
Name string The name of the experiment where this model was created.
- Framework string
The Model framework.
- Framework
Version string The Model framework version.
- Id string
The Model Id.
- Dictionary<string, string>
The Model tag dictionary. Items are mutable.
- Modified
Time string The Model last modified time (UTC).
- Parent
Model stringId The Parent Model Id.
- Properties Dictionary<string, string>
The Model property dictionary. Properties are immutable.
- Resource
Requirements Pulumi.Azure Native. Machine Learning Services. Inputs. Container Resource Requirements Response Resource requirements for the model
- Run
Id string The RunId that created this model.
- Sample
Input stringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- Sample
Output stringData 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.
- Mime
Type 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.
- Created
Time string The Model creation time (UTC).
- Datasets
[]Dataset
Reference Response The list of datasets associated with the model.
- Derived
Model []stringIds Models derived from this model
- Description string
The Model description text.
- Experiment
Name string The name of the experiment where this model was created.
- Framework string
The Model framework.
- Framework
Version string The Model framework version.
- Id string
The Model Id.
- map[string]string
The Model tag dictionary. Items are mutable.
- Modified
Time string The Model last modified time (UTC).
- Parent
Model stringId The Parent Model Id.
- Properties map[string]string
The Model property dictionary. Properties are immutable.
- Resource
Requirements ContainerResource Requirements Response Resource requirements for the model
- Run
Id string The RunId that created this model.
- Sample
Input stringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- Sample
Output stringData 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.
- mime
Type 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.
- created
Time String The Model creation time (UTC).
- datasets
List<Dataset
Reference Response> The list of datasets associated with the model.
- derived
Model List<String>Ids Models derived from this model
- description String
The Model description text.
- experiment
Name String The name of the experiment where this model was created.
- framework String
The Model framework.
- framework
Version String The Model framework version.
- id String
The Model Id.
- Map<String,String>
The Model tag dictionary. Items are mutable.
- modified
Time String The Model last modified time (UTC).
- parent
Model StringId The Parent Model Id.
- properties Map<String,String>
The Model property dictionary. Properties are immutable.
- resource
Requirements ContainerResource Requirements Response Resource requirements for the model
- run
Id String The RunId that created this model.
- sample
Input StringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- sample
Output StringData 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.
- mime
Type 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.
- created
Time string The Model creation time (UTC).
- datasets
Dataset
Reference Response[] The list of datasets associated with the model.
- derived
Model string[]Ids Models derived from this model
- description string
The Model description text.
- experiment
Name string The name of the experiment where this model was created.
- framework string
The Model framework.
- framework
Version string The Model framework version.
- id string
The Model Id.
- {[key: string]: string}
The Model tag dictionary. Items are mutable.
- modified
Time string The Model last modified time (UTC).
- parent
Model stringId The Parent Model Id.
- properties {[key: string]: string}
The Model property dictionary. Properties are immutable.
- resource
Requirements ContainerResource Requirements Response Resource requirements for the model
- run
Id string The RunId that created this model.
- sample
Input stringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- sample
Output stringData 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[Dataset
Reference Response] The list of datasets associated with the model.
- derived_
model_ Sequence[str]ids 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.
- Mapping[str, str]
The Model tag dictionary. Items are mutable.
- modified_
time str The Model last modified time (UTC).
- parent_
model_ strid The Parent Model Id.
- properties Mapping[str, str]
The Model property dictionary. Properties are immutable.
- resource_
requirements ContainerResource Requirements Response Resource requirements for the model
- run_
id str The RunId that created this model.
- sample_
input_ strdata Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- sample_
output_ strdata 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.
- mime
Type 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.
- created
Time String The Model creation time (UTC).
- datasets List<Property Map>
The list of datasets associated with the model.
- derived
Model List<String>Ids Models derived from this model
- description String
The Model description text.
- experiment
Name String The name of the experiment where this model was created.
- framework String
The Model framework.
- framework
Version String The Model framework version.
- id String
The Model Id.
- Map<String>
The Model tag dictionary. Items are mutable.
- modified
Time String The Model last modified time (UTC).
- parent
Model StringId The Parent Model Id.
- properties Map<String>
The Model property dictionary. Properties are immutable.
- resource
Requirements Property Map Resource requirements for the model
- run
Id String The RunId that created this model.
- sample
Input StringData Sample Input Data for the Model. A reference to a dataset in the workspace in the format aml://dataset/{datasetId}
- sample
Output StringData 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.
RCranPackage
- 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.
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.
RGitHubPackage
- Auth
Token string Personal access token to install from a private repo
- Repository string
Repository address in the format username/repo[/subdir][@ref|#pull].
- Auth
Token string Personal access token to install from a private repo
- Repository string
Repository address in the format username/repo[/subdir][@ref|#pull].
- auth
Token String Personal access token to install from a private repo
- repository String
Repository address in the format username/repo[/subdir][@ref|#pull].
- auth
Token string Personal access token to install from a private repo
- repository string
Repository address in the format username/repo[/subdir][@ref|#pull].
- auth_
token str Personal access token to install from a private repo
- repository str
Repository address in the format username/repo[/subdir][@ref|#pull].
- auth
Token String Personal access token to install from a private repo
- repository String
Repository address in the format username/repo[/subdir][@ref|#pull].
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
Pulumi.
Azure Native. Machine Learning Services. Inputs. Error Response Response The error response.
- Error
Error
Response Response The error response.
- error
Error
Response Response The error response.
- error
Error
Response Response The error response.
- error
Error
Response Response The error response.
- error Property Map
The error response.
SkuResponse
SparkMavenPackage
SparkMavenPackageResponse
SystemDataResponse
- Created
At string The timestamp of resource creation (UTC)
- Created
By string An identifier for 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 An identifier for 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 An identifier for 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 An identifier for 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 An identifier for 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 An identifier for 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 An identifier for 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 An identifier for 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 An identifier for 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 An identifier for 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 An identifier for 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 An identifier for the identity that last modified the resource
- last
Modified StringBy Type The type of identity that last modified the resource
UserAssignedIdentityResponse
- Client
Id string The clientId(aka appId) of the user assigned identity.
- Principal
Id string The principal ID of the user assigned identity.
- Tenant
Id string The tenant ID of the user assigned identity.
- Client
Id string The clientId(aka appId) of the user assigned identity.
- Principal
Id string The principal ID of the user assigned identity.
- Tenant
Id string The tenant ID of the user assigned identity.
- client
Id String The clientId(aka appId) of the user assigned identity.
- principal
Id String The principal ID of the user assigned identity.
- tenant
Id String The tenant ID of the user assigned identity.
- client
Id string The clientId(aka appId) of the user assigned identity.
- principal
Id string The principal ID of the user assigned identity.
- tenant
Id 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.
- client
Id String The clientId(aka appId) of the user assigned identity.
- principal
Id String The principal ID of the user assigned identity.
- tenant
Id String The tenant ID of the user assigned identity.
VariantType
- Control
- Control
- Treatment
- Treatment
- Variant
Type Control - Control
- Variant
Type Treatment - Treatment
- Control
- Control
- Treatment
- Treatment
- Control
- Control
- Treatment
- Treatment
- CONTROL
- Control
- TREATMENT
- Treatment
- "Control"
- Control
- "Treatment"
- Treatment
Import
An existing resource can be imported using its type token, name, and identifier, e.g.
$ pulumi import azure-native:machinelearningservices:AKSService service456 subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/services/service456
Package Details
- Repository
- Azure Native pulumi/pulumi-azure-native
- License
- Apache-2.0