The NostalgiaForInfinityX2 strategy is designed to backtest trading strategies. It starts by populating indicators on different timeframes, including informative indicators related to Bitcoin (BTC) and other indicators specific to the chosen timeframe. The strategy then determines entry and exit points based on certain conditions.
For entry points, the strategy checks various conditions, such as the closing price being higher than certain moving averages (sma_200_4h, sma_50, sma_200_1h, sma_50_1h, sma_200_4h), the closing price being higher than specific support levels (sup_level_4h, sup_level_1h), the closing price being between certain resistance levels (res3_1d), the relationship between exponential moving averages (ema_26 and ema_12), the relative strength index (rsi_14_4h) being below 50.0, and the volume being greater than zero.
For exit points, the strategy currently sets both 'exit_long' and 'exit_short' to zero, indicating no specific exit conditions.
The strategy also includes a time_in_force function that checks if a buy order should be executed based on the current rate and slippage. If the slippage is below a certain threshold (0.038), the function returns True, allowing the buy order to proceed. Otherwise, it returns False. The strategy uses various conditions and indicators to generate buy signals and determine the time to execute trades, but it does not specify a specific trading logic or provide a complete description of the strategy's intended behavior. Further details and additional components of the strategy may be present in other parts of the code.