Set Diagnostic Setting for Application Insights

I have created a diagnostic setting for a Log Analytics Workspace.

I'd also like to create and automate a diagnostic setting for workspace-based in Application Insights. However, I am not sure if that makes sense.

I have created a diagnostic setting as followed:

resource appDiagnostics 'Microsoft.Insights/diagnosticSettings@2021-05-01-preview' = {
  name: appSettingName
  scope: applicationInsights
  properties: {
    storageAccountId: storageAccountId
    logs: [
      {
        category: 'Metrics'
        enabled: true
      }
      {
        category: 'Dependencies'
        enabled: true
      }
      {
        category: 'Exceptions'
        enabled: true
      }
      {
        category: 'PageViews'
        enabled: true
      }
      {
        category: 'PerformanceCounters'
        enabled: true
      }
      {
        category: 'Requests'
        enabled: true
      }
      {
        category: 'SystemEvents'
        enabled: true
      }
      {
        category: 'Traces'
        enabled: true
      }
    ]
    metrics: [
      {
        category: 'AllMetrics'
        enabled: true
      }
    ]
  }
}

However, I always get an error that my log categories are not valid. Is it because the data is double?

If you look at Azure Monitor Logs references, you will see that all log names have the App prefix so you should be able to do something like that:

var logTypes = [
  'AppMetrics'
  'AppDependencies'
  'AppExceptions'
  'AppPageViews'
  'AppPerformanceCounters'
  'AppRequests'
  'AppSystemEvents'
  'AppTraces'
  'AppAvailabilityResults'
  'AppBrowserTimings'
  'AppEvents'
]

resource appDiagnostics 'Microsoft.Insights/diagnosticSettings@2021-05-01-preview' = {
  name: appSettingName
  scope: applicationInsights
  properties: {
    storageAccountId: storageAccountId
    logs: [for logType in logTypes: {
      category: logType
      enabled: true
    }]
    metrics: [
      {
        category: 'AllMetrics'
        enabled: true
      }
    ]
  }
}