Seperate detail data loading from regular backest-data loading
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88172fab82
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@ -22,7 +22,7 @@ ARGS_COMMON_OPTIMIZE = ["timeframe", "timerange", "dataformat_ohlcv",
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"max_open_trades", "stake_amount", "fee", "pairs"]
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"max_open_trades", "stake_amount", "fee", "pairs"]
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ARGS_BACKTEST = ARGS_COMMON_OPTIMIZE + ["position_stacking", "use_max_market_positions",
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ARGS_BACKTEST = ARGS_COMMON_OPTIMIZE + ["position_stacking", "use_max_market_positions",
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"enable_protections", "dry_run_wallet", "detail_timeframe",
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"enable_protections", "dry_run_wallet", "timeframe_detail",
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"strategy_list", "export", "exportfilename"]
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"strategy_list", "export", "exportfilename"]
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ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "hyperopt_path",
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ARGS_HYPEROPT = ARGS_COMMON_OPTIMIZE + ["hyperopt", "hyperopt_path",
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@ -135,7 +135,7 @@ AVAILABLE_CLI_OPTIONS = {
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help='Override the value of the `stake_amount` configuration setting.',
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help='Override the value of the `stake_amount` configuration setting.',
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),
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),
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# Backtesting
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# Backtesting
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"detail_timeframe": Arg(
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"timeframe_detail": Arg(
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'--timeframe-detail',
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'--timeframe-detail',
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help='Specify detail timeframe for backtesting (`1m`, `5m`, `30m`, `1h`, `1d`).',
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help='Specify detail timeframe for backtesting (`1m`, `5m`, `30m`, `1h`, `1d`).',
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),
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),
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@ -242,9 +242,9 @@ class Configuration:
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except ValueError:
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except ValueError:
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pass
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pass
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self._args_to_config(config, argname='detail_timeframe',
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self._args_to_config(config, argname='timeframe_detail',
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logstring='Parameter --detail-timeframe detected, '
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logstring='Parameter --detail-timeframe detected, '
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'using {} for intra-candle backtesting')
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'using {} for intra-candle backtesting ...')
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self._args_to_config(config, argname='stake_amount',
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self._args_to_config(config, argname='stake_amount',
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logstring='Parameter --stake-amount detected, '
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logstring='Parameter --stake-amount detected, '
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'overriding stake_amount to: {} ...')
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'overriding stake_amount to: {} ...')
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@ -87,7 +87,7 @@ class Backtesting:
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self.timeframe = str(self.config.get('timeframe'))
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self.timeframe = str(self.config.get('timeframe'))
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self.timeframe_min = timeframe_to_minutes(self.timeframe)
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self.timeframe_min = timeframe_to_minutes(self.timeframe)
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# Load detail timeframe if specified
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# Load detail timeframe if specified
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self.timeframe_detail = str(self.config.get('detail_timeframe', ''))
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self.timeframe_detail = str(self.config.get('timeframe_detail', ''))
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if self.timeframe_detail:
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if self.timeframe_detail:
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self.timeframe_detail_min = timeframe_to_minutes(self.timeframe_detail)
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self.timeframe_detail_min = timeframe_to_minutes(self.timeframe_detail)
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if self.timeframe_min <= self.timeframe_detail_min:
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if self.timeframe_min <= self.timeframe_detail_min:
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@ -96,6 +96,7 @@ class Backtesting:
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else:
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else:
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self.timeframe_detail_min = 0
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self.timeframe_detail_min = 0
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self.detail_data: Dict[str, DataFrame] = {}
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self.pairlists = PairListManager(self.exchange, self.config)
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self.pairlists = PairListManager(self.exchange, self.config)
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if 'VolumePairList' in self.pairlists.name_list:
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if 'VolumePairList' in self.pairlists.name_list:
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@ -168,7 +169,7 @@ class Backtesting:
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conf['protections'] = strategy.protections
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conf['protections'] = strategy.protections
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self.protections = ProtectionManager(self.config, strategy.protections)
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self.protections = ProtectionManager(self.config, strategy.protections)
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def load_bt_data(self) -> Tuple[Dict[str, DataFrame], TimeRange, Dict[str, DataFrame]]:
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def load_bt_data(self) -> Tuple[Dict[str, DataFrame], TimeRange]:
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"""
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"""
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Loads backtest data and returns the data combined with the timerange
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Loads backtest data and returns the data combined with the timerange
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as tuple.
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as tuple.
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@ -184,18 +185,6 @@ class Backtesting:
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fail_without_data=True,
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fail_without_data=True,
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data_format=self.config.get('dataformat_ohlcv', 'json'),
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data_format=self.config.get('dataformat_ohlcv', 'json'),
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)
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)
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if self.timeframe_detail:
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detail_data = history.load_data(
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datadir=self.config['datadir'],
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pairs=self.pairlists.whitelist,
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timeframe=self.timeframe_detail,
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timerange=self.timerange,
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startup_candles=0,
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fail_without_data=True,
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data_format=self.config.get('dataformat_ohlcv', 'json'),
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)
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else:
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detail_data = None
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min_date, max_date = history.get_timerange(data)
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min_date, max_date = history.get_timerange(data)
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@ -208,7 +197,24 @@ class Backtesting:
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self.required_startup, min_date)
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self.required_startup, min_date)
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self.progress.set_new_value(1)
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self.progress.set_new_value(1)
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return data, self.timerange, detail_data
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return data, self.timerange
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def load_bt_data_detail(self) -> None:
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"""
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Loads backtest detail data (smaller timeframe) if necessary.
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"""
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if self.timeframe_detail:
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self.detail_data = history.load_data(
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datadir=self.config['datadir'],
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pairs=self.pairlists.whitelist,
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timeframe=self.timeframe_detail,
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timerange=self.timerange,
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startup_candles=0,
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fail_without_data=True,
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data_format=self.config.get('dataformat_ohlcv', 'json'),
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)
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else:
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self.detail_data = {}
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def prepare_backtest(self, enable_protections):
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def prepare_backtest(self, enable_protections):
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"""
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"""
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@ -637,7 +643,8 @@ class Backtesting:
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"""
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"""
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data: Dict[str, Any] = {}
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data: Dict[str, Any] = {}
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data, timerange, self.detail_data = self.load_bt_data()
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data, timerange = self.load_bt_data()
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self.load_bt_data_detail()
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logger.info("Dataload complete. Calculating indicators")
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logger.info("Dataload complete. Calculating indicators")
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for strat in self.strategylist:
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for strat in self.strategylist:
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@ -368,6 +368,7 @@ def generate_strategy_stats(btdata: Dict[str, DataFrame],
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'max_open_trades_setting': (config['max_open_trades']
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'max_open_trades_setting': (config['max_open_trades']
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if config['max_open_trades'] != float('inf') else -1),
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if config['max_open_trades'] != float('inf') else -1),
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'timeframe': config['timeframe'],
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'timeframe': config['timeframe'],
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'timeframe_detail': config.get('timeframe_detail', ''),
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'timerange': config.get('timerange', ''),
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'timerange': config.get('timerange', ''),
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'enable_protections': config.get('enable_protections', False),
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'enable_protections': config.get('enable_protections', False),
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'strategy_name': strategy,
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'strategy_name': strategy,
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@ -46,11 +46,14 @@ async def api_start_backtest(bt_settings: BacktestRequest, background_tasks: Bac
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if (
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if (
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not ApiServer._bt
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not ApiServer._bt
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or lastconfig.get('timeframe') != strat.timeframe
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or lastconfig.get('timeframe') != strat.timeframe
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or lastconfig.get('timeframe_detail') != btconfig.get('timeframe_detail')
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or lastconfig.get('dry_run_wallet') != btconfig.get('dry_run_wallet', 0)
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or lastconfig.get('dry_run_wallet') != btconfig.get('dry_run_wallet', 0)
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or lastconfig.get('timerange') != btconfig['timerange']
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or lastconfig.get('timerange') != btconfig['timerange']
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):
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):
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from freqtrade.optimize.backtesting import Backtesting
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from freqtrade.optimize.backtesting import Backtesting
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ApiServer._bt = Backtesting(btconfig)
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ApiServer._bt = Backtesting(btconfig)
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if ApiServer._bt.timeframe_detail:
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ApiServer._bt.load_bt_data_detail()
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# Only reload data if timeframe changed.
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# Only reload data if timeframe changed.
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if (
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if (
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@ -324,6 +324,7 @@ class PairHistory(BaseModel):
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class BacktestRequest(BaseModel):
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class BacktestRequest(BaseModel):
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strategy: str
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strategy: str
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timeframe: Optional[str]
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timeframe: Optional[str]
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timeframe_detail: Optional[str]
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timerange: Optional[str]
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timerange: Optional[str]
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max_open_trades: Optional[int]
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max_open_trades: Optional[int]
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stake_amount: Optional[Union[float, str]]
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stake_amount: Optional[Union[float, str]]
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