def main():
result = {}
if request.method == 'POST':
symbol = request.form.get('symbol')
stock = Oracle(symbol, requests.Session())
prediction = stock.predict_future(15)
accuracy, increase_accuracy, decrease_accuracy, pred_profit, hold_profit = stock.evaluate_prediction()
prediction["timestamp"] = prediction['timestamp'].dt.day
result["ticker"] = symbol.upper()
result["prediction"] = prediction
result["increase_accuracy"] = increase_accuracy
result["decrease_accuracy"] = decrease_accuracy
result["in_range_accuracy"] = accuracy
result["pred_profit"] = pred_profit
result["hold_profit"] = hold_profit
return render_template('main.html', future=result)
