Update advise_* methods to entry/exit
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4c6b1cd55b
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0e13d57e57
@ -168,8 +168,8 @@ class Edge:
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pair_data = pair_data.sort_values(by=['date'])
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pair_data = pair_data.reset_index(drop=True)
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df_analyzed = self.strategy.advise_sell(
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dataframe=self.strategy.advise_buy(
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df_analyzed = self.strategy.advise_exit(
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dataframe=self.strategy.advise_entry(
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dataframe=pair_data,
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metadata={'pair': pair}
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),
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@ -274,8 +274,8 @@ class Backtesting:
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pair_data.loc[:, 'long_tag'] = None
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pair_data.loc[:, 'short_tag'] = None
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df_analyzed = self.strategy.advise_sell(
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self.strategy.advise_buy(pair_data, {'pair': pair}),
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df_analyzed = self.strategy.advise_exit(
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self.strategy.advise_entry(pair_data, {'pair': pair}),
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{'pair': pair}
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).copy()
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# Trim startup period from analyzed dataframe
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@ -489,8 +489,8 @@ class IStrategy(ABC, HyperStrategyMixin):
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"""
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logger.debug("TA Analysis Launched")
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dataframe = self.advise_indicators(dataframe, metadata)
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dataframe = self.advise_buy(dataframe, metadata)
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dataframe = self.advise_sell(dataframe, metadata)
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dataframe = self.advise_entry(dataframe, metadata)
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dataframe = self.advise_exit(dataframe, metadata)
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return dataframe
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def _analyze_ticker_internal(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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@ -912,7 +912,7 @@ class IStrategy(ABC, HyperStrategyMixin):
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def advise_all_indicators(self, data: Dict[str, DataFrame]) -> Dict[str, DataFrame]:
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"""
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Populates indicators for given candle (OHLCV) data (for multiple pairs)
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Does not run advise_buy or advise_sell!
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Does not run advise_entry or advise_exit!
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Used by optimize operations only, not during dry / live runs.
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Using .copy() to get a fresh copy of the dataframe for every strategy run.
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Also copy on output to avoid PerformanceWarnings pandas 1.3.0 started to show.
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@ -944,7 +944,7 @@ class IStrategy(ABC, HyperStrategyMixin):
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else:
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return self.populate_indicators(dataframe, metadata)
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def advise_buy(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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def advise_entry(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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"""
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Based on TA indicators, populates the entry order signal for the given dataframe
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This method should not be overridden.
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@ -967,7 +967,7 @@ class IStrategy(ABC, HyperStrategyMixin):
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return df
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def advise_sell(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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def advise_exit(self, dataframe: DataFrame, metadata: dict) -> DataFrame:
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"""
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Based on TA indicators, populates the exit order signal for the given dataframe
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This method should not be overridden.
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@ -598,8 +598,8 @@ def test_backtest_results(default_conf, fee, mocker, caplog, data) -> None:
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backtesting = Backtesting(default_conf)
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backtesting._set_strategy(backtesting.strategylist[0])
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backtesting.required_startup = 0
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backtesting.strategy.advise_buy = lambda a, m: frame
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backtesting.strategy.advise_sell = lambda a, m: frame
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backtesting.strategy.advise_entry = lambda a, m: frame
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backtesting.strategy.advise_exit = lambda a, m: frame
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backtesting.strategy.use_custom_stoploss = data.use_custom_stoploss
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caplog.set_level(logging.DEBUG)
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@ -295,8 +295,8 @@ def test_backtesting_init(mocker, default_conf, order_types) -> None:
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assert backtesting.config == default_conf
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assert backtesting.timeframe == '5m'
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assert callable(backtesting.strategy.advise_all_indicators)
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assert callable(backtesting.strategy.advise_buy)
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assert callable(backtesting.strategy.advise_sell)
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assert callable(backtesting.strategy.advise_entry)
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assert callable(backtesting.strategy.advise_exit)
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assert isinstance(backtesting.strategy.dp, DataProvider)
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get_fee.assert_called()
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assert backtesting.fee == 0.5
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@ -811,8 +811,8 @@ def test_backtest_clash_buy_sell(mocker, default_conf, testdatadir):
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backtest_conf = _make_backtest_conf(mocker, conf=default_conf, datadir=testdatadir)
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backtesting = Backtesting(default_conf)
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backtesting._set_strategy(backtesting.strategylist[0])
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backtesting.strategy.advise_buy = fun # Override
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backtesting.strategy.advise_sell = fun # Override
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backtesting.strategy.advise_entry = fun # Override
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backtesting.strategy.advise_exit = fun # Override
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result = backtesting.backtest(**backtest_conf)
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assert result['results'].empty
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@ -827,8 +827,8 @@ def test_backtest_only_sell(mocker, default_conf, testdatadir):
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backtest_conf = _make_backtest_conf(mocker, conf=default_conf, datadir=testdatadir)
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backtesting = Backtesting(default_conf)
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backtesting._set_strategy(backtesting.strategylist[0])
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backtesting.strategy.advise_buy = fun # Override
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backtesting.strategy.advise_sell = fun # Override
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backtesting.strategy.advise_entry = fun # Override
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backtesting.strategy.advise_exit = fun # Override
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result = backtesting.backtest(**backtest_conf)
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assert result['results'].empty
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@ -842,8 +842,8 @@ def test_backtest_alternate_buy_sell(default_conf, fee, mocker, testdatadir):
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backtesting = Backtesting(default_conf)
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backtesting.required_startup = 0
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backtesting._set_strategy(backtesting.strategylist[0])
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backtesting.strategy.advise_buy = _trend_alternate # Override
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backtesting.strategy.advise_sell = _trend_alternate # Override
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backtesting.strategy.advise_entry = _trend_alternate # Override
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backtesting.strategy.advise_exit = _trend_alternate # Override
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result = backtesting.backtest(**backtest_conf)
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# 200 candles in backtest data
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# won't buy on first (shifted by 1)
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@ -896,8 +896,8 @@ def test_backtest_multi_pair(default_conf, fee, mocker, tres, pair, testdatadir)
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backtesting = Backtesting(default_conf)
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backtesting._set_strategy(backtesting.strategylist[0])
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backtesting.strategy.advise_buy = _trend_alternate_hold # Override
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backtesting.strategy.advise_sell = _trend_alternate_hold # Override
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backtesting.strategy.advise_entry = _trend_alternate_hold # Override
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backtesting.strategy.advise_exit = _trend_alternate_hold # Override
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processed = backtesting.strategy.advise_all_indicators(data)
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min_date, max_date = get_timerange(processed)
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@ -318,8 +318,8 @@ def test_start_calls_optimizer(mocker, hyperopt_conf, capsys) -> None:
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# Should be called for historical candle data
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assert dumper.call_count == 1
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assert dumper2.call_count == 1
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assert hasattr(hyperopt.backtesting.strategy, "advise_sell")
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assert hasattr(hyperopt.backtesting.strategy, "advise_buy")
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assert hasattr(hyperopt.backtesting.strategy, "advise_exit")
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assert hasattr(hyperopt.backtesting.strategy, "advise_entry")
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assert hasattr(hyperopt, "max_open_trades")
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assert hyperopt.max_open_trades == hyperopt_conf['max_open_trades']
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assert hasattr(hyperopt, "position_stacking")
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@ -698,8 +698,8 @@ def test_simplified_interface_roi_stoploss(mocker, hyperopt_conf, capsys) -> Non
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assert dumper.call_count == 1
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assert dumper2.call_count == 1
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assert hasattr(hyperopt.backtesting.strategy, "advise_sell")
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assert hasattr(hyperopt.backtesting.strategy, "advise_buy")
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assert hasattr(hyperopt.backtesting.strategy, "advise_exit")
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assert hasattr(hyperopt.backtesting.strategy, "advise_entry")
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assert hasattr(hyperopt, "max_open_trades")
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assert hyperopt.max_open_trades == hyperopt_conf['max_open_trades']
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assert hasattr(hyperopt, "position_stacking")
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@ -772,8 +772,8 @@ def test_simplified_interface_buy(mocker, hyperopt_conf, capsys) -> None:
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assert dumper.called
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assert dumper.call_count == 1
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assert dumper2.call_count == 1
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assert hasattr(hyperopt.backtesting.strategy, "advise_sell")
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assert hasattr(hyperopt.backtesting.strategy, "advise_buy")
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assert hasattr(hyperopt.backtesting.strategy, "advise_exit")
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assert hasattr(hyperopt.backtesting.strategy, "advise_entry")
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assert hasattr(hyperopt, "max_open_trades")
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assert hyperopt.max_open_trades == hyperopt_conf['max_open_trades']
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assert hasattr(hyperopt, "position_stacking")
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@ -821,8 +821,8 @@ def test_simplified_interface_sell(mocker, hyperopt_conf, capsys) -> None:
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assert dumper.called
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assert dumper.call_count == 1
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assert dumper2.call_count == 1
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assert hasattr(hyperopt.backtesting.strategy, "advise_sell")
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assert hasattr(hyperopt.backtesting.strategy, "advise_buy")
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assert hasattr(hyperopt.backtesting.strategy, "advise_exit")
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assert hasattr(hyperopt.backtesting.strategy, "advise_entry")
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assert hasattr(hyperopt, "max_open_trades")
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assert hyperopt.max_open_trades == hyperopt_conf['max_open_trades']
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assert hasattr(hyperopt, "position_stacking")
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@ -535,20 +535,20 @@ def test_leverage_callback(default_conf, side) -> None:
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def test_analyze_ticker_default(ohlcv_history, mocker, caplog) -> None:
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caplog.set_level(logging.DEBUG)
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ind_mock = MagicMock(side_effect=lambda x, meta: x)
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buy_mock = MagicMock(side_effect=lambda x, meta: x)
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sell_mock = MagicMock(side_effect=lambda x, meta: x)
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entry_mock = MagicMock(side_effect=lambda x, meta: x)
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exit_mock = MagicMock(side_effect=lambda x, meta: x)
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mocker.patch.multiple(
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'freqtrade.strategy.interface.IStrategy',
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advise_indicators=ind_mock,
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advise_buy=buy_mock,
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advise_sell=sell_mock,
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advise_entry=entry_mock,
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advise_exit=exit_mock,
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)
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strategy = StrategyTestV3({})
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strategy.analyze_ticker(ohlcv_history, {'pair': 'ETH/BTC'})
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assert ind_mock.call_count == 1
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assert buy_mock.call_count == 1
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assert buy_mock.call_count == 1
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assert entry_mock.call_count == 1
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assert entry_mock.call_count == 1
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assert log_has('TA Analysis Launched', caplog)
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assert not log_has('Skipping TA Analysis for already analyzed candle', caplog)
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@ -557,8 +557,8 @@ def test_analyze_ticker_default(ohlcv_history, mocker, caplog) -> None:
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strategy.analyze_ticker(ohlcv_history, {'pair': 'ETH/BTC'})
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# No analysis happens as process_only_new_candles is true
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assert ind_mock.call_count == 2
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assert buy_mock.call_count == 2
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assert buy_mock.call_count == 2
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assert entry_mock.call_count == 2
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assert entry_mock.call_count == 2
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assert log_has('TA Analysis Launched', caplog)
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assert not log_has('Skipping TA Analysis for already analyzed candle', caplog)
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@ -566,13 +566,13 @@ def test_analyze_ticker_default(ohlcv_history, mocker, caplog) -> None:
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def test__analyze_ticker_internal_skip_analyze(ohlcv_history, mocker, caplog) -> None:
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caplog.set_level(logging.DEBUG)
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ind_mock = MagicMock(side_effect=lambda x, meta: x)
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buy_mock = MagicMock(side_effect=lambda x, meta: x)
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sell_mock = MagicMock(side_effect=lambda x, meta: x)
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entry_mock = MagicMock(side_effect=lambda x, meta: x)
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exit_mock = MagicMock(side_effect=lambda x, meta: x)
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mocker.patch.multiple(
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'freqtrade.strategy.interface.IStrategy',
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advise_indicators=ind_mock,
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advise_buy=buy_mock,
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advise_sell=sell_mock,
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advise_entry=entry_mock,
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advise_exit=exit_mock,
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)
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strategy = StrategyTestV3({})
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@ -585,8 +585,8 @@ def test__analyze_ticker_internal_skip_analyze(ohlcv_history, mocker, caplog) ->
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assert 'close' in ret.columns
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assert isinstance(ret, DataFrame)
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assert ind_mock.call_count == 1
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assert buy_mock.call_count == 1
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assert buy_mock.call_count == 1
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assert entry_mock.call_count == 1
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assert entry_mock.call_count == 1
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assert log_has('TA Analysis Launched', caplog)
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assert not log_has('Skipping TA Analysis for already analyzed candle', caplog)
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caplog.clear()
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@ -594,8 +594,8 @@ def test__analyze_ticker_internal_skip_analyze(ohlcv_history, mocker, caplog) ->
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ret = strategy._analyze_ticker_internal(ohlcv_history, {'pair': 'ETH/BTC'})
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# No analysis happens as process_only_new_candles is true
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assert ind_mock.call_count == 1
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assert buy_mock.call_count == 1
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assert buy_mock.call_count == 1
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assert entry_mock.call_count == 1
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assert entry_mock.call_count == 1
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# only skipped analyze adds buy and sell columns, otherwise it's all mocked
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assert 'enter_long' in ret.columns
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assert 'exit_long' in ret.columns
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@ -117,11 +117,11 @@ def test_strategy_v2(result, default_conf):
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df_indicators = strategy.advise_indicators(result, metadata=metadata)
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assert 'adx' in df_indicators
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dataframe = strategy.advise_buy(df_indicators, metadata=metadata)
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dataframe = strategy.advise_entry(df_indicators, metadata=metadata)
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assert 'buy' not in dataframe.columns
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assert 'enter_long' in dataframe.columns
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dataframe = strategy.advise_sell(df_indicators, metadata=metadata)
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dataframe = strategy.advise_exit(df_indicators, metadata=metadata)
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assert 'sell' not in dataframe.columns
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assert 'exit_long' in dataframe.columns
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@ -347,7 +347,7 @@ def test_deprecate_populate_indicators(result, default_conf):
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with warnings.catch_warnings(record=True) as w:
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# Cause all warnings to always be triggered.
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warnings.simplefilter("always")
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strategy.advise_buy(indicators, {'pair': 'ETH/BTC'})
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strategy.advise_entry(indicators, {'pair': 'ETH/BTC'})
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assert len(w) == 1
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assert issubclass(w[-1].category, DeprecationWarning)
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assert "deprecated - check out the Sample strategy to see the current function headers!" \
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@ -356,7 +356,7 @@ def test_deprecate_populate_indicators(result, default_conf):
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with warnings.catch_warnings(record=True) as w:
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# Cause all warnings to always be triggered.
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warnings.simplefilter("always")
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strategy.advise_sell(indicators, {'pair': 'ETH_BTC'})
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strategy.advise_exit(indicators, {'pair': 'ETH_BTC'})
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assert len(w) == 1
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assert issubclass(w[-1].category, DeprecationWarning)
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assert "deprecated - check out the Sample strategy to see the current function headers!" \
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@ -384,11 +384,11 @@ def test_call_deprecated_function(result, monkeypatch, default_conf, caplog):
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assert isinstance(indicator_df, DataFrame)
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assert 'adx' in indicator_df.columns
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enterdf = strategy.advise_buy(result, metadata=metadata)
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enterdf = strategy.advise_entry(result, metadata=metadata)
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assert isinstance(enterdf, DataFrame)
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assert 'buy' in enterdf.columns
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exitdf = strategy.advise_sell(result, metadata=metadata)
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exitdf = strategy.advise_exit(result, metadata=metadata)
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assert isinstance(exitdf, DataFrame)
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assert 'sell' in exitdf
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@ -411,13 +411,13 @@ def test_strategy_interface_versioning(result, default_conf):
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assert isinstance(indicator_df, DataFrame)
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assert 'adx' in indicator_df.columns
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enterdf = strategy.advise_buy(result, metadata=metadata)
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enterdf = strategy.advise_entry(result, metadata=metadata)
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assert isinstance(enterdf, DataFrame)
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assert 'buy' not in enterdf.columns
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assert 'enter_long' in enterdf.columns
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exitdf = strategy.advise_sell(result, metadata=metadata)
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exitdf = strategy.advise_exit(result, metadata=metadata)
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assert isinstance(exitdf, DataFrame)
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assert 'sell' not in exitdf
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assert 'exit_long' in exitdf
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