The "SmoothOperator" strategy is a trading strategy that uses various indicators to make buy and sell decisions. Here is a short description of what the strategy does:
In the "populate_indicators" method:
Resamples the price data to a specified interval and factor. Calculates several technical indicators such as CCI (Commodity Channel Index), RSI (Relative Strength Index), ADX (Average Directional Index), MFI (Money Flow Index), and their smoothed versions.
Calculates Bollinger Bands and their upper, middle, and lower bands.
Calculates MACD (Moving Average Convergence Divergence) and its components.
Calculates additional Bollinger Bands for entry signals. Calculates additional metrics such as "bpercent," "bsharp," and moving averages of "bsharp." In the "populate_buy_trend" method: Determines the buy signals based on certain conditions, including the moving average pattern, Bollinger Bands, CCI, RSI, and MFI. In the "populate_sell_trend" method: Determines the sell signals based on certain conditions, including the smoothed MFI, eight consecutive green candles, CCI, and RSI. The strategy also includes a "StrategyHelper" class, which likely contains helper functions used in the strategy implementation. Please note that this is a simplified description, and the actual strategy implementation may involve more complex logic and considerations.
Calculates Bollinger Bands and their upper, middle, and lower bands.
Calculates MACD (Moving Average Convergence Divergence) and its components.
Calculates additional Bollinger Bands for entry signals. Calculates additional metrics such as "bpercent," "bsharp," and moving averages of "bsharp." In the "populate_buy_trend" method: Determines the buy signals based on certain conditions, including the moving average pattern, Bollinger Bands, CCI, RSI, and MFI. In the "populate_sell_trend" method: Determines the sell signals based on certain conditions, including the smoothed MFI, eight consecutive green candles, CCI, and RSI. The strategy also includes a "StrategyHelper" class, which likely contains helper functions used in the strategy implementation. Please note that this is a simplified description, and the actual strategy implementation may involve more complex logic and considerations.
Traceback (most recent call last): File "/freqtrade/freqtrade/main.py", line 42, in main return_code = args['func'](args) ^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/commands/optimize_commands.py", line 58, in start_backtesting backtesting.start() File "/freqtrade/freqtrade/optimize/backtesting.py", line 1401, in start min_date, max_date = self.backtest_one_strategy(strat, data, timerange) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/optimize/backtesting.py", line 1318, in backtest_one_strategy preprocessed = self.strategy.advise_all_indicators(data) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/strategy/interface.py", line 1378, in advise_all_indicators return {pair: self.advise_indicators(pair_data.copy(), {'pair': pair}).copy() ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/strategy/interface.py", line 1378, inreturn {pair: self.advise_indicators(pair_data.copy(), {'pair': pair}).copy() ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/freqtrade/strategy/interface.py", line 1410, in advise_indicators return self.populate_indicators(dataframe, metadata) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/user_data/strategies/sample_strategy4.py", line 36, in populate_indicators dataframe = StrategyHelper.resample(dataframe, self.ticker_interval, self.resample_factor) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/freqtrade/user_data/strategies/sample_strategy4.py", line 307, in resample df = df.resample(str(int(interval[:-1]) * factor) + 'min', plotoschow=ohlc_dict) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ TypeError: NDFrame.resample() got an unexpected keyword argument 'plotoschow'
stoploss: -0.05 timeframe: 5m hash(sha256): 4367604fd0d3498aba096ad6651c307485eeba5f2fe596eab93f7abc760a5f14 indicators: mfi_rsi_cci_smooth mfi_smooth upper close entry_bb_middleband mfi bb_lowerband macdhist bsharp_medium entry_bb_upperband bsharp sma_slow average date sma_fast open bsharp_slow entry_bb_lowerband high macdsignal cci_smooth mid rsi_smooth cci sma_medium macd bsharp_fast open high low close candle_size adx lower bpercent bb_middleband rsi bb_upperband low resample_sma
Similar Strategies: (based on used indicators)
Strategy: SmoothOperator, Similarity Score: 97.56%
Strategy: SmoothOperator_10, Similarity Score: 97.56%
Strategy: SmoothOperator_2, Similarity Score: 97.56%
Strategy: SmoothOperator_3, Similarity Score: 97.56%
Strategy: SmoothOperator_4, Similarity Score: 97.56%
Strategy: chl, Similarity Score: 97.56%
Strategy: strategy_test, Similarity Score: 97.56%
Strategy: SmoothOperator_213, Similarity Score: 92.68%
last change: 2024-07-28 02:52:24