The Ichimoku_v10 strategy is a trading strategy implemented in Python using the freqtrade library. It is designed to generate buy and sell signals based on the Ichimoku Cloud indicator. The strategy calculates various components of the Ichimoku Cloud, including the Tenkan-sen, Kijun-sen, Senkou Span A, Senkou Span B, and the color of the cloud (green or red).
These components are calculated using the ichimoku function from the technical.indicators module.
In the populate_buy_trend method, the strategy identifies buy signals when the price crosses above the Senkou Span A and is above both the Senkou Span A and Senkou Span B.
In the populate_sell_trend method, the strategy identifies sell signals when the price crosses below the Senkou Span B and is below both the Senkou Span A and Senkou Span B. The strategy uses the qtpylib library to perform the crossover checks and updates the 'buy' and 'sell' columns in the dataframe accordingly. The strategy defines a minimal return on investment (ROI) target of 100% and sets a stop loss value of -1, which indicates no stop loss is used. The ticker interval is set to '4h', indicating that the strategy is designed to be applied on 4-hour candlestick data. Overall, the strategy aims to generate buy signals when the price is bullish according to the Ichimoku Cloud indicator and sell signals when the price is bearish.