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FIx my python code

First, I need help to fix my python. Arima model needs to do some changes. My arima needs two variable, one is close and one is volume. I need the arima can control output time, for example I need to see 40 hours later the price predition.

Second I need to separate data to test train validation before prediction.

Last thing is need show model loss graph and mape value

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