S1h

"""Absolute simplest XGBoost strategy - debug step by step"""
from pandas import DataFrame
import talib.abstract as ta
import numpy as np
from freqtrade.strategy import IStrategy

class S1h(IStrategy):
    INTERFACE_VERSION = 3
    timeframe = '1h'
    can_short = True
    stoploss = -0.03
    trailing_stop = True
    trailing_stop_positive = 0.01
    trailing_stop_positive_offset = 0.02
    trailing_only_offset_is_reached = True
    minimal_roi = {"0": 0.06, "480": 0.04, "1440": 0.025, "2880": 0}
    max_open_trades = 4
    startup_candle_count = 2000
    process_only_new_candles = False
    use_exit_signal = True

    # Instance-level model cache
    def __init__(self, config):
        super().__init__(config)
        self.model = None
        self.sm = None
        self.ss = None

    def populate_indicators(self, dataframe, metadata):
        return dataframe

    def populate_entry_trend(self, dataframe, metadata):
        return dataframe

    def populate_exit_trend(self, dataframe, metadata):
        return dataframe