# source: https://raw.githubusercontent.com/DerSalvador/freqtrade-helm-chart/a669dc11b640b0eb63aa8f8b51e9f181fd7ee43c/chart/deployed_strategies/binance-michael-k8s-namespace/Ichimoku_v12.py
from freqtrade.strategy.interface import IStrategy
from pandas import DataFrame
#from technical.indicators import accumulation_distribution
from technical.util import resample_to_interval, resampled_merge
import talib.abstract as ta
import freqtrade.vendor.qtpylib.indicators as qtpylib
import numpy
from technical.indicators import ichimoku

class Github_DerSalvador_freqtrade_helm_chart__Ichimoku_v12__20260115_122204(IStrategy):
    INTERFACE_VERSION = 3
    '\n\n    '
    minimal_roi = {'0': 0.05}
    stoploss = -1  #-0.35
    timeframe = '4h'  #3m
    # startup_candle_count: int = 2
    # trailing stoploss
    #trailing_stop = True
    #trailing_stop_positive = 0.40 #0.35
    #trailing_stop_positive_offset = 0.50
    #trailing_only_offset_is_reached = False

    def informative_pairs(self):
        return []

    def populate_indicators(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        ichi = ichimoku(dataframe, conversion_line_period=20, base_line_periods=60, laggin_span=120, displacement=30)
        # dataframe['chikou_span'] = ichi['chikou_span']
        dataframe['tenkan'] = ichi['tenkan_sen']
        dataframe['kijun'] = ichi['kijun_sen']
        dataframe['senkou_a'] = ichi['senkou_span_a']
        dataframe['senkou_b'] = ichi['senkou_span_b']
        dataframe['cloud_green'] = ichi['cloud_green']
        dataframe['cloud_red'] = ichi['cloud_red']
        return dataframe

    def populate_entry_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        dataframe.loc[(dataframe['close'] > dataframe['senkou_a']) & (dataframe['close'] > dataframe['senkou_b']), 'entry'] = 1
        dataframe.loc[(dataframe['close'] > dataframe['senkou_a']) & (dataframe['close'] > dataframe['senkou_b']), 'entry'] = 1
        return dataframe

    def populate_exit_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
        # dataframe.loc[
        #     (
        #         (qtpylib.crossed_below(dataframe['close'], dataframe['senkou_b'])) &
        #         (dataframe['close'] < dataframe['senkou_a']) &
        #         (dataframe['close'] < dataframe['senkou_b'])
        #     ),
        #     'exit'] = 1
        #
        # dataframe.loc[
        #     (
        #         (qtpylib.crossed_below(dataframe['close'], dataframe['senkou_a'])) &
        #         (dataframe['close'] < dataframe['senkou_a']) &
        #         (dataframe['close'] < dataframe['senkou_b'])
        #     ),
        #     'exit'] = 1
        return dataframe