Column filter lost when updating row data in ag-grid

In their documentation it says that you can set the gridOptions property deltaRowDataMode=true, then use the api.setRowData(newRows). This will compare the current row data to the new data to see what has changed and update accordingly. Without this property set, the grid rips out all settings to ensure a fresh start.