""" IStrategy interface This module defines the interface to apply for strategies """ from abc import ABC, abstractmethod from pandas import DataFrame class IStrategy(ABC): """ Interface for freqtrade strategies Defines the mandatory structure must follow any custom strategies Attributes you can use: minimal_roi -> Dict: Minimal ROI designed for the strategy stoploss -> float: optimal stoploss designed for the strategy ticker_interval -> int: value of the ticker interval to use for the strategy """ @abstractmethod def populate_indicators(self, dataframe: DataFrame, pair: str) -> DataFrame: """ Populate indicators that will be used in the Buy and Sell strategy :param dataframe: Raw data from the exchange and parsed by parse_ticker_dataframe() :return: a Dataframe with all mandatory indicators for the strategies """ @abstractmethod def populate_buy_trend(self, dataframe: DataFrame, pair: str) -> DataFrame: """ Based on TA indicators, populates the buy signal for the given dataframe :param dataframe: DataFrame :return: DataFrame with buy column :return: """ @abstractmethod def populate_sell_trend(self, dataframe: DataFrame, pair: str) -> DataFrame: """ Based on TA indicators, populates the sell signal for the given dataframe :param dataframe: DataFrame :return: DataFrame with buy column """