The NostalgiaForInfinityV6 strategy is a trading strategy that involves several conditions and protections for buying assets. Here is a summary of its important components:
populate_indicators: This function populates the indicators used in the strategy, including informative 1-hour indicators and normal timeframe indicators. It merges the informative 1-hour data with the current timeframe data.
populate_buy_trend: This function defines the conditions and protections for buying assets.
It sets up multiple sets of protections and logic for each buy condition.
Buy Condition 1:
It checks various protections such as exponential moving averages (EMA) of different lengths, close prices above EMAs, rising SMAs, safe dips, and safe pumps. It includes logic based on the close price's percentage change, RSI (relative strength index), MFI (money flow index), and trading volume. Buy Condition 2:
It includes similar protections as in Buy Condition 1, but with different parameters. It adds logic based on the difference between RSI values of different timeframes, MFI, close price compared to the lower Bollinger Band, and trading volume. Buy Condition 3:
It includes protections similar to the previous conditions, along with an additional condition based on the relative EMA value. It utilizes logic involving previous candlestick patterns, Bollinger Band delta, closed delta, tail size, and trading volume. Buy Condition 4: (The code was cut off before completion)
Each buy condition has an enable flag, and if enabled, the corresponding conditions are added to the conditions list. The strategy combines the conditions using logical AND operations (&), reducing the conditions to a single boolean value. The resulting trigger values are stored in the dataframe for further processing. Overall, the NostalgiaForInfinityV6 strategy implements a complex set of conditions and protections to determine buying opportunities in trading.