# source: https://raw.githubusercontent.com/IBMaxin/CodingP1.1/6d57c2a8075181ccf2535da8e4d04806a33db073/strategies/MinimalTestStrategy.py
"""Module: Github_IBMaxin_CodingP1_1__MinimalTestStrategy__20250812_061319.py — auto-generated docstring for flake8 friendliness."""
# Minimal working Freqtrade strategy for testing
from freqtrade.strategy import IStrategy
import pandas as pd


class Github_IBMaxin_CodingP1_1__MinimalTestStrategy__20250812_061319(IStrategy):
    timeframe = "5m"
    minimal_roi = {"0": 0.01}
    stoploss = -0.05
    startup_candle_count = 20

    def populate_indicators(
        self, dataframe: pd.DataFrame, metadata: dict
    ) -> pd.DataFrame:
        dataframe["rsi"] = dataframe["close"].rolling(window=14).mean()
        return dataframe

    def populate_buy_trend(
        self, dataframe: pd.DataFrame, metadata: dict
    ) -> pd.DataFrame:
        dataframe.loc[(dataframe["rsi"] < 30), "buy"] = 1
        return dataframe

    def populate_sell_trend(
        self, dataframe: pd.DataFrame, metadata: dict
    ) -> pd.DataFrame:
        dataframe.loc[(dataframe["rsi"] > 70), "sell"] = 1
        return dataframe