Update strategy imports

user_data/strategies/BreakEven.py

@@ -1,6 +1,7 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
+
 # --------------------------------
 
 
@@ -12,13 +13,13 @@ class BreakEven(IStrategy):
 
     I can "/stopbuy" and wait for the positions to get closed by the bot rules, which is
     waiting for some profit, etc -- this usually takes too long...
-    
+
     What I would prefer is to close everything that is over 0% profit to avoid the losses.
 
     Here's a simple strategy with empty buy/sell signals and "minimal_roi = { 0 : 0 }" that
     sells everything already at profit and wait until the positions at loss will come to break
     even point (or the small profit you provide in ROI table).
-    
+
     You may restart the bot with the new strategy as a command-line parameter.
 
     Another way would be to specify the original strategy in the config file, then change to
@@ -29,7 +30,7 @@ class BreakEven(IStrategy):
     # This attribute will be overridden if the config file contains "minimal_roi"
     minimal_roi = {
         "0": 0.01,      # at least 1% at first
-        "10": 0         # after 10min, everything goes 
+        "10": 0         # after 10min, everything goes
     }
 
     # This is more radical version that sells everything above the profit level

user_data/strategies/Diamond.py

@@ -40,8 +40,7 @@
 # *    7/10:    117 trades. 74/41/2 Wins/Draws/Losses. Avg profit   1.91%. Median profit   1.50%. Total profit  0.07370921 BTC (  73.71%). Avg duration 9:26:00 min. Objective: -0.07371
 
 # --- Do not remove these libs ---
-from freqtrade.strategy.hyper import CategoricalParameter, DecimalParameter, IntParameter
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import CategoricalParameter, DecimalParameter, IntParameter, IStrategy
 from pandas import DataFrame
 # --------------------------------
 

user_data/strategies/GodStra.py

@@ -11,21 +11,22 @@
 
 # --- Do not remove these libs ---
 import logging
+from functools import reduce
 
-from numpy.lib import math
-from freqtrade.strategy.interface import IStrategy
-from pandas import DataFrame
-# --------------------------------
-
+import freqtrade.vendor.qtpylib.indicators as qtpylib
+import numpy as np
 # Add your lib to import here
 # import talib.abstract as ta
 import pandas as pd
+from freqtrade.strategy import IStrategy
+from numpy.lib import math
+from pandas import DataFrame
 # import talib.abstract as ta
 from ta import add_all_ta_features
 from ta.utils import dropna
-import freqtrade.vendor.qtpylib.indicators as qtpylib
-from functools import reduce
-import numpy as np
+
+# --------------------------------
+
 
 
 class GodStra(IStrategy):

user_data/strategies/Heracles.py

@@ -12,8 +12,7 @@
 # freqtrade hyperopt --hyperopt-loss SharpeHyperOptLoss --spaces roi buy --strategy Heracles
 # ######################################################################
 # --- Do not remove these libs ---
-from freqtrade.strategy.hyper import IntParameter, DecimalParameter
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IntParameter, DecimalParameter, IStrategy
 from pandas import DataFrame
 # --------------------------------
 # Add your lib to import here

user_data/strategies/MultiMa.py

@@ -3,8 +3,7 @@
 # github: https://github.com/mablue/
 
 # --- Do not remove these libs ---
-from freqtrade.strategy.hyper import IntParameter
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IntParameter, IStrategy
 from pandas import DataFrame
 
 # --------------------------------

user_data/strategies/Strategy001_custom_sell.py

@@ -1,6 +1,6 @@
 
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame
@@ -88,7 +88,7 @@ class Strategy001_custom_sell(IStrategy):
         dataframe['ha_close'] = heikinashi['close']
 
         dataframe['rsi'] = ta.RSI(dataframe, 14)
-        
+
         return dataframe
 
     def populate_buy_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
@@ -129,13 +129,13 @@ class Strategy001_custom_sell(IStrategy):
         """
         # get dataframe
         dataframe, _ = self.dp.get_analyzed_dataframe(pair=pair, timeframe=self.timeframe)
-        
+
         # get the current candle
         current_candle = dataframe.iloc[-1].squeeze()
-        
+
         # if RSI greater than 70 and profit is positive, then sell
         if (current_candle['rsi'] > 70) and (current_profit > 0):
             return "rsi_profit_sell"
-        
+
         # else, hold
-        return None
+        return None

user_data/strategies/Strategy003.py

@@ -1,6 +1,6 @@
 
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/Supertrend.py

@@ -14,8 +14,7 @@ Supertrend strategy:
 
 import logging
 from numpy.lib import math
-from freqtrade.strategy.interface import IStrategy
-from freqtrade.strategy.hyper import IntParameter
+from freqtrade.strategy import IStrategy, IntParameter
 from pandas import DataFrame
 import talib.abstract as ta
 import numpy as np

user_data/strategies/berlinguyinca/ADXMomentum.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 import talib.abstract as ta
 

user_data/strategies/berlinguyinca/ASDTSRockwellTrading.py

@@ -1,6 +1,6 @@
 
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/AdxSmas.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 import talib.abstract as ta
 import freqtrade.vendor.qtpylib.indicators as qtpylib

user_data/strategies/berlinguyinca/AwesomeMacd.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 import talib.abstract as ta
 import freqtrade.vendor.qtpylib.indicators as qtpylib

user_data/strategies/berlinguyinca/BbandRsi.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 import talib.abstract as ta
 import freqtrade.vendor.qtpylib.indicators as qtpylib

user_data/strategies/berlinguyinca/BinHV27.py

@@ -1,4 +1,4 @@
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/CCIStrategy.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame, Series, DatetimeIndex, merge

user_data/strategies/berlinguyinca/CMCWinner.py

@@ -1,6 +1,6 @@
 
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 # --------------------------------
 

user_data/strategies/berlinguyinca/ClucMay72018.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/CofiBitStrategy.py

@@ -1,7 +1,7 @@
 # --- Do not remove these libs ---
 import freqtrade.vendor.qtpylib.indicators as qtpylib
 import talib.abstract as ta
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from freqtrade.strategy import IntParameter
 from pandas import DataFrame
 

user_data/strategies/berlinguyinca/CombinedBinHAndCluc.py

@@ -3,7 +3,7 @@ import freqtrade.vendor.qtpylib.indicators as qtpylib
 import numpy as np
 # --------------------------------
 import talib.abstract as ta
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 
 

user_data/strategies/berlinguyinca/DoesNothingStrategy.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 # --------------------------------
 

user_data/strategies/berlinguyinca/EMASkipPump.py

@@ -1,4 +1,4 @@
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/Freqtrade_backtest_validation_freqtrade1.py

@@ -4,7 +4,7 @@
 # The purpose is to test Freqtrade backtest provides like results to a known industry platform.
 #
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 # --------------------------------
 

user_data/strategies/berlinguyinca/Low_BB.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/MACDStrategy_crossed.py

@@ -1,6 +1,6 @@
 
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/MultiRSI.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 # --------------------------------
 import talib.abstract as ta

user_data/strategies/berlinguyinca/Quickie.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/ReinforcedAverageStrategy.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame, merge, DatetimeIndex

user_data/strategies/berlinguyinca/ReinforcedQuickie.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/Scalp.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/Simple.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/SmoothOperator.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/SmoothScalp.py

@@ -1,5 +1,5 @@
 # --- Do not remove these libs ---
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from typing import Dict, List
 from functools import reduce
 from pandas import DataFrame

user_data/strategies/berlinguyinca/TDSequentialStrategy.py

@@ -2,7 +2,7 @@ import talib.abstract as ta
 from pandas import DataFrame
 import scipy.signal
 import freqtrade.vendor.qtpylib.indicators as qtpylib
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 
 
 class TDSequentialStrategy(IStrategy):

user_data/strategies/berlinguyinca/TechnicalExampleStrategy.py

@@ -1,7 +1,7 @@
 from pandas import DataFrame
 from technical.indicators import cmf
 
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 
 
 class TechnicalExampleStrategy(IStrategy):

user_data/strategies/custom_stoploss_with_psar.py

@@ -5,7 +5,7 @@ import numpy as np  # noqa
 import pandas as pd  # noqa
 from pandas import DataFrame
 
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 
 # --------------------------------
 # Add your lib to import here

user_data/strategies/fixed_riskreward_loss.py

@@ -5,7 +5,7 @@ import numpy as np  # noqa
 import pandas as pd  # noqa
 from pandas import DataFrame
 
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 
 # --------------------------------
 # Add your lib to import here

user_data/strategies/futures/f_ott_strategy.py

@@ -1,7 +1,6 @@
 import logging
 from numpy.lib import math
-from freqtrade.strategy.interface import IStrategy
-from freqtrade.strategy.hyper import IntParameter
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 import talib.abstract as ta
 import numpy as np

user_data/strategies/futures/f_supertrend_strategy.py

@@ -5,7 +5,7 @@ Supertrend strategy:
                Sells if the 3 'sell' indicators are 'down'
 * Author: @juankysoriano (Juan Carlos Soriano)
 * github: https://github.com/juankysoriano/
-*** NOTE: This Supertrend strategy is just one of many possible strategies using `Supertrend` as indicator. It should on any case used at your own risk. 
+*** NOTE: This Supertrend strategy is just one of many possible strategies using `Supertrend` as indicator. It should on any case used at your own risk.
           It comes with at least a couple of caveats:
             1. The implementation for the `supertrend` indicator is based on the following discussion: https://github.com/freqtrade/freqtrade-strategies/issues/30 . Concretelly https://github.com/freqtrade/freqtrade-strategies/issues/30#issuecomment-853042401
             2. The implementation for `supertrend` on this strategy is not validated; meaning this that is not proven to match the results by the paper where it was originally introduced or any other trusted academic resources
@@ -13,8 +13,7 @@ Supertrend strategy:
 
 import logging
 from numpy.lib import math
-from freqtrade.strategy.interface import IStrategy
-from freqtrade.strategy.hyper import IntParameter
+from freqtrade.strategy import IStrategy, IntParameter
 from pandas import DataFrame
 import talib.abstract as ta
 import numpy as np

user_data/strategies/lookahead_bias/DevilStra.py

@@ -20,10 +20,9 @@ from functools import reduce
 import freqtrade.vendor.qtpylib.indicators as qtpylib
 import talib.abstract as ta
 import random
-from freqtrade.strategy.hyper import CategoricalParameter, DecimalParameter, IntParameter
+from freqtrade.strategy import CategoricalParameter, IStrategy
 
 from numpy.lib import math
-from freqtrade.strategy.interface import IStrategy
 from pandas import DataFrame
 
 # ########################## SETTINGS ##############################

user_data/strategies/lookahead_bias/GodStraNew.py

@@ -4,10 +4,10 @@
 # freqtrade hyperopt --hyperopt-loss SharpeHyperOptLoss --spaces buy roi trailing sell --strategy GodStraNew
 # --- Do not remove these libs ---
 from freqtrade import data
-from freqtrade.strategy.hyper import CategoricalParameter, DecimalParameter
+from freqtrade.strategy import CategoricalParameter, DecimalParameter
 
 from numpy.lib import math
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 
 # --------------------------------

user_data/strategies/lookahead_bias/Zeus.py

@@ -6,10 +6,10 @@
 # freqtrade hyperopt --hyperopt-loss SharpeHyperOptLoss --spaces buy sell roi --strategy Zeus
 # --- Do not remove these libs ---
 import logging
-from freqtrade.strategy.hyper import CategoricalParameter, DecimalParameter
+from freqtrade.strategy import CategoricalParameter, DecimalParameter
 
 from numpy.lib import math
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IStrategy
 from pandas import DataFrame
 # --------------------------------
 

user_data/strategies/mabStra.py

@@ -4,8 +4,7 @@
 # freqtrade hyperopt --hyperopt-loss SharpeHyperOptLoss --spaces all --strategy mabStra --config config.json -e 100
 
 # --- Do not remove these libs ---
-from freqtrade.strategy.hyper import IntParameter, DecimalParameter
-from freqtrade.strategy.interface import IStrategy
+from freqtrade.strategy import IntParameter, DecimalParameter, IStrategy
 from pandas import DataFrame
 # --------------------------------
 

user_data/strategies/multi_tf.py

@@ -1,22 +1,14 @@
 import freqtrade.vendor.qtpylib.indicators as qtpylib
 import numpy as np
 import talib.abstract as ta
-from freqtrade.strategy import IStrategy, informative
-                                DecimalParameter, IntParameter, BooleanParameter, CategoricalParameter, stoploss_from_open)
+from freqtrade.strategy import (IStrategy, informative)
 from pandas import DataFrame, Series
-from typing import Dict, List, Optional, Tuple
-from functools import reduce
-from freqtrade.persistence import Trade
-from datetime import datetime, timedelta, timezone
-from freqtrade.exchange import timeframe_to_prev_date
-from freqtrade_strategies.custom_indicators import zema, tv_hma, pmax
 import talib.abstract as ta
 import math
 import pandas_ta as pta
 # from finta import TA as fta
 import logging
 from logging import FATAL
-import time
 
 logger = logging.getLogger(__name__)
 
@@ -54,10 +46,10 @@ class multi_tf (IStrategy):
     process_only_new_candles = True
     startup_candle_count = 100
 
-    # This method is not required. 
+    # This method is not required.
     # def informative_pairs(self): ...
 
-    # Define informative upper timeframe for each pair. Decorators can be stacked on same 
+    # Define informative upper timeframe for each pair. Decorators can be stacked on same
     # method. Available in populate_indicators as 'rsi_30m' and 'rsi_1h'.
     @informative('30m')
     @informative('1h')
@@ -66,8 +58,8 @@ class multi_tf (IStrategy):
         return dataframe
 
     # Define BTC/STAKE informative pair. Available in populate_indicators and other methods as
-    # 'btc_rsi_1h'. Current stake currency should be specified as {stake} format variable 
-    # instead of hard-coding actual stake currency. Available in populate_indicators and other 
+    # 'btc_rsi_1h'. Current stake currency should be specified as {stake} format variable
+    # instead of hard-coding actual stake currency. Available in populate_indicators and other
     # methods as 'btc_usdt_rsi_1h' (when stake currency is USDT).
     @informative('1h', 'BTC/{stake}')
     def populate_indicators_btc_1h(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
@@ -103,7 +95,7 @@ class multi_tf (IStrategy):
         # Informative pairs are available in this method.
         dataframe['rsi_less'] = dataframe['rsi'] < dataframe['rsi_1h']
         return dataframe
-    
+
     def populate_entry_trend(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
         stake = self.config['stake_currency']
         dataframe.loc[