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here are the diagnostic settings available for an app service / web app:
I also found this in the JSON view for an app service that I have: 
"eligibleLogCategories": "AppServiceAppLogs,AppServiceAuditLogs,AppServiceConsoleLogs,AppServiceHTTPLogs,AppServiceIPSecAuditLogs,AppServicePlatformLogs,ScanLogs",
Also from the ARM template
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"type": "Microsoft.Web/sites/config",
    "httpLoggingEnabled": true,
    "detailedErrorLoggingEnabled": true,
    "logsDirectorySizeLimit": 35,
    "azureStorageAccounts": {}
should correspond to:
f
Hello Patrick and thank you very much for your support on 'How to set 'WebApp - DiagnosticSettings'. Sorry at this point also for my late feedback.... In the meantime I had a closer look at the DialogSettings dialog you linked above and saw that there is a separate 'JSON view' button for it which shows the following path as namespace/type: 
/providers/Microsoft.Network/applicationGateways/application-gateway/providers/microsoft.insights/diagnosticSettings/
I then found under Pulumi in the Insights namespace the 'azure-native.insights.DiagnosticSetting' resource. This resource corresponds exactly to the properties displayed in the DialogSettings dialog of the webapp. So the solution is to create an 'azure-native.insights.DiagnosticSetting' resource and assign it to the webapp via the 'resourceUri' property.
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