The "SpringAlarm" strategy is a trading strategy designed for backtesting purposes. Here is a brief description of what the strategy does:
The strategy uses a 1-hour timeframe for analysis. It calculates various indicators such as volume conditions, moving averages, and MACD.
It sets a minimal return on investment (ROI) target of 10%.
The stop loss is set at -0.99, which means the strategy will exit a trade if the price drops by 99%.
The strategy checks for potential buy signals based on specific criteria, including the MACD histogram, volume conditions, and price movements. It emits an alarm/notification when specific conditions are met for a potential "spring" trade opportunity. The alarm is triggered when the MACD histogram is negative and shows a decreasing trend, the closing price is below the volume condition closing price, and other criteria are met. The strategy checks for the alarm only after the specified start_alarm_check_minute (50) and ensures that the alarm is emitted only once per pair. The strategy appends the ongoing candle data to the dataframe and checks if the alarm conditions still hold. If the conditions are met, the strategy sets the "buy" signal to 1. The "sell" signal is not implemented in this strategy. Please note that this description provides a high-level overview of the strategy's functionality. For a more detailed understanding, it is recommended to review the code and comments within the strategy implementation.