create_rec_service: Create Azure recommender service

In SAR: Smart Adaptive Recommendations

Create Azure recommender service

Description

Method for the AzureRMR::az_resource_group and AzureRMR::az_subscription classes.

Usage

## R6 method for class 'az_subscription'
create_rec_service(name, location, hosting_plan, storage_type = c("Standard_LRS", "Standard_GRS"),
                   insights_location = c("East US", "North Europe", "West Europe", "South Central US"),
                   data_container = "inputdata", ..., wait = TRUE

## R6 method for class 'az_resource_group'
create_rec_service(name, hosting_plan, storage_type = c("Standard_LRS", "Standard_GRS"),
                   insights_location = c("East US", "North Europe", "West Europe", "South Central US"),
                   data_container = "inputdata", ..., wait = TRUE

Arguments

• name: The name of the recommender service.

• location: For the subscription method, the location/region for the service. For the resource group method, this is taken from the location of the resource group.

• storage_type: The replication strategy for the storage account for the service.

• insights_location: Location for the application insights service giving you details on the webapp usage.

• data_container: The name of the blob container within the storage account to use for storing datasets.

• wait: Whether to wait until the service has finished provisioning.

• ... : Other named arguments to pass to the AzureRMR::az_template initialization function.

Details

This method deploys a new recommender service. The individual resources created are an Azure webapp, a storage account, and an application insights service for monitoring. Within the storage account, a blob container is created with name given by the data_container argument for storing input datasets.

For the az_subscription method, a resource group is also created to hold the resources. The name of the resource group will be the same as the name of the service.

Value

An object of class az_rec_service representing the deployed recommender service.

See Also

get_rec_service, delete_rec_service.

The architecture for the web service is documented here, and the specific template deployed by this method is here.

Examples

## Not run: 

rg <- AzureRMR::az_rm$
    new(tenant="myaadtenant.onmicrosoft.com", app="app_id", password="password")$
    get_subscription("subscription_id")$
    get_resource_group("rgname")

# create a new recommender service
rg$create_rec_service("myrec", hosting_plan="S2")


## End(Not run)

SAR documentation built on April 13, 2025, 1:08 a.m.