# source: https://raw.githubusercontent.com/remiotore/freqtrade/44beaeb6a420cd8e9f2e4ea93e11d6cfa192ee03/strategies/CCI_BB.py
import freqtrade.vendor.qtpylib.indicators as qtpylib
import talib.abstract as ta
from freqtrade.strategy import (DecimalParameter, IStrategy, IntParameter)
from freqtrade.strategy.interface import IStrategy
from pandas import DataFrame, DatetimeIndex, merge, Series


class Github_remiotore_freqtrade__CCI_BB__20260111_210550(IStrategy):

    buy_params = {

    }

    sell_params = {

    }

    minimal_roi = {
        "0": 0.02,
        "60": 0.04,
        "120": 0.02,
    }

    stoploss = -1
    timeframe = '5m'
    sell_profit_only = False


    def populate_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        dataframe['cci'] = ta.CCI(dataframe)
        bollinger1 = qtpylib.bollinger_bands(qtpylib.typical_price(dataframe), window=20, stds=2)
        dataframe['bb_lowerband1'] = bollinger1['lower']
        return dataframe


    def populate_buy_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        dataframe.loc[

            (
                    (dataframe['cci'] <= -134) &
                    (dataframe["close"] < dataframe['bb_lowerband1'])

            )
            ,
            'buy'
        ] = 1

        return dataframe


    def populate_sell_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        return dataframe