model = ARIMA(y_train, order=(3,1,4))
model_fit = model.fit(disp=0)
predictions = model_fit.predict(start=y_test.index.min(), end=y_test.index.max(), typ='levels')

predictions = model_fit.predict(start=y_train.index.min(), end=y_train.index.max(), typ='levels')