The NostalgiaForInfinityV8 strategy is a trading strategy that involves populating indicators, determining buy conditions, and executing buy orders. Here is a breakdown of its functionality:
populate_indicators method:
This method populates indicators for the given dataframe, including BTC-related indicators. It retrieves BTC data based on the stake currency and populates informative, base, and resampled timeframes.
The indicators are merged with the original dataframe, and unnecessary columns are dropped.
populate_buy_trend method:
This method populates buy conditions for the dataframe based on specified parameters.
It iterates through buy protection parameters and checks various conditions for each item. Conditions include comparisons between moving averages (EMA), close price and EMA, rising SMA200, safe dips thresholds, safe pumps, BTC downtrend, and pivot levels. If the specified conditions are met, the buy_tag column is marked for the corresponding row. Overall, the strategy involves populating indicators for different timeframes and currencies, and then determining buy conditions based on a set of configurable parameters.