List View Lookup Threshold not configurable for SharePoint Online

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The error

System.ArgumentException: Value does not fall within the expected range with exception message Microsoft.SharePoint.SPFieldMap.GetColumnNumber(String strFieldName, Boolean bThrow) ...

is caused by the List View Lookup Threshold. This throttling limit can be configured as part of the Web Application’s settings in SharePoint on-premise.
Unfortunately, if you run into this problem and your application is running online then you have no other option but changing the app because as it turns out, throttling cannot be configured for a SharePoint Online tenant.

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