The "Ichimoku_v29" strategy is a trading strategy that uses the Ichimoku Cloud indicator to generate buy and sell signals. Here's a breakdown of what the strategy does:
It imports necessary modules and libraries for strategy development. The strategy class inherits from the Freqtrade IStrategy class.
It sets the minimal return on investment (ROI) for trades to 100%.
It sets the stop loss level to -1 (disabled).
It specifies the ticker interval to '4h' (4-hour intervals). The informative_pairs method is overridden to provide additional informative pairs, specifically adding the pair "BTC/USDT" with a timeframe of "1d" (1-day intervals). The populate_indicators method is overridden to calculate various indicators for the trading data, such as the Ichimoku Cloud and candlestick patterns. It merges the informative pair data with the original dataframe to make the additional data available for analysis. The populate_buy_trend method is overridden to determine the buy signals based on the strategy's conditions. It checks for crossovers and compares the price with the Ichimoku Cloud lines. The populate_sell_trend method is overridden to determine the sell signals based on the strategy's conditions. It checks for crossovers and compares the price with the Ichimoku Cloud lines. It also checks for the presence of a bearish candlestick pattern. The strategy implementation is complete. Overall, the strategy aims to identify potential buy signals when the price crosses above the Ichimoku Cloud and sell signals when the price crosses below the cloud or when specific candlestick patterns appear.