""" 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() :param pair: the pair that was is concerned by the 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 :param pair: the pair that was is concerned by the 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 :param pair: the pair that was is concerned by the dataframe :return: DataFrame with buy column """ @abstractmethod def did_bought(self, pair: str): """ we are notified that a given pair was bought :param pair: the pair that was is concerned by the dataframe """ @abstractmethod def did_sold(self, pair: str): """ we are notified that a given pair was sold :param pair: the pair that was is concerned by the dataframe """ @abstractmethod def did_cancel_buy(self, pair: str): """ we are notified that a given buy for a pair was cancelled :param pair: the pair that was is concerned by the dataframe """ @abstractmethod def did_cancel_sell(self, pair: str): """ we are notified that a given sell for a pair was cancelled :param pair: the pair that was is concerned by the dataframe """