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ARIMA model in plotly

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How do you display plots created by the arima library (statsmodels.tsa.arima_model) onto plotly? I tried returning results.plot_predict() in my update_graph function, but I get

InvalidCallbackReturnValue: The callback for [<Output graph.figure>, <Output stage.figure>, <Output discharge.figure>, <Output stage_forecast.figure>] returned a value having typetuple which is not JSON serializable.

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