Merge branch 'freqtrade:develop' into develop
This commit is contained in:
@@ -60,6 +60,7 @@ class Exchange:
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# or by specifying them in the configuration.
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_ft_has_default: Dict = {
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"stoploss_on_exchange": False,
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"stop_price_param": "stopPrice",
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"order_time_in_force": ["GTC"],
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"ohlcv_params": {},
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"ohlcv_candle_limit": 500,
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@@ -1115,11 +1116,11 @@ class Exchange:
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"""
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if not self._ft_has.get('stoploss_on_exchange'):
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raise OperationalException(f"stoploss is not implemented for {self.name}.")
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price_param = self._ft_has['stop_price_param']
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return (
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order.get('stopPrice', None) is None
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or ((side == "sell" and stop_loss > float(order['stopPrice'])) or
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(side == "buy" and stop_loss < float(order['stopPrice'])))
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order.get(price_param, None) is None
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or ((side == "sell" and stop_loss > float(order[price_param])) or
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(side == "buy" and stop_loss < float(order[price_param])))
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)
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def _get_stop_order_type(self, user_order_type) -> Tuple[str, str]:
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@@ -1159,8 +1160,8 @@ class Exchange:
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def _get_stop_params(self, side: BuySell, ordertype: str, stop_price: float) -> Dict:
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params = self._params.copy()
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# Verify if stopPrice works for your exchange!
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params.update({'stopPrice': stop_price})
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# Verify if stopPrice works for your exchange, else configure stop_price_param
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params.update({self._ft_has['stop_price_param']: stop_price})
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return params
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@retrier(retries=0)
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@@ -28,6 +28,7 @@ class Okx(Exchange):
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"funding_fee_timeframe": "8h",
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"stoploss_order_types": {"limit": "limit"},
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"stoploss_on_exchange": True,
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"stop_price_param": "stopLossPrice",
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}
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_ft_has_futures: Dict = {
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"tickers_have_quoteVolume": False,
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@@ -162,29 +163,12 @@ class Okx(Exchange):
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return pair_tiers[-1]['maxNotional'] / leverage
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def _get_stop_params(self, side: BuySell, ordertype: str, stop_price: float) -> Dict:
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params = self._params.copy()
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# Verify if stopPrice works for your exchange!
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params.update({'stopLossPrice': stop_price})
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params = super()._get_stop_params(side, ordertype, stop_price)
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if self.trading_mode == TradingMode.FUTURES and self.margin_mode:
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params['tdMode'] = self.margin_mode.value
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params['posSide'] = self._get_posSide(side, True)
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return params
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def stoploss_adjust(self, stop_loss: float, order: Dict, side: str) -> bool:
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"""
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OKX uses non-default stoploss price naming.
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"""
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if not self._ft_has.get('stoploss_on_exchange'):
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raise OperationalException(f"stoploss is not implemented for {self.name}.")
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return (
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order.get('stopLossPrice', None) is None
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or ((side == "sell" and stop_loss > float(order['stopLossPrice'])) or
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(side == "buy" and stop_loss < float(order['stopLossPrice'])))
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)
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def fetch_stoploss_order(self, order_id: str, pair: str, params: Dict = {}) -> Dict:
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if self._config['dry_run']:
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return self.fetch_dry_run_order(order_id)
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@@ -1291,7 +1291,7 @@ class FreqaiDataKitchen:
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return dataframe
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def use_strategy_to_populate_indicators(
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def use_strategy_to_populate_indicators( # noqa: C901
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self,
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strategy: IStrategy,
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corr_dataframes: dict = {},
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@@ -1362,12 +1362,12 @@ class FreqaiDataKitchen:
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dataframe = self.populate_features(dataframe.copy(), corr_pair, strategy,
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corr_dataframes, base_dataframes, True)
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dataframe = strategy.set_freqai_targets(dataframe.copy(), metadata=metadata)
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if self.live:
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dataframe = strategy.set_freqai_targets(dataframe.copy(), metadata=metadata)
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dataframe = self.remove_special_chars_from_feature_names(dataframe)
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self.get_unique_classes_from_labels(dataframe)
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dataframe = self.remove_special_chars_from_feature_names(dataframe)
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if self.config.get('reduce_df_footprint', False):
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dataframe = reduce_dataframe_footprint(dataframe)
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@@ -306,7 +306,7 @@ class IFreqaiModel(ABC):
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if check_features:
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self.dd.load_metadata(dk)
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dataframe_dummy_features = self.dk.use_strategy_to_populate_indicators(
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strategy, prediction_dataframe=dataframe.tail(1), pair=metadata["pair"]
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strategy, prediction_dataframe=dataframe.tail(1), pair=pair
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)
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dk.find_features(dataframe_dummy_features)
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self.check_if_feature_list_matches_strategy(dk)
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@@ -316,7 +316,7 @@ class IFreqaiModel(ABC):
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else:
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if populate_indicators:
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dataframe = self.dk.use_strategy_to_populate_indicators(
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strategy, prediction_dataframe=dataframe, pair=metadata["pair"]
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strategy, prediction_dataframe=dataframe, pair=pair
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)
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populate_indicators = False
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@@ -332,6 +332,10 @@ class IFreqaiModel(ABC):
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dataframe_train = dk.slice_dataframe(tr_train, dataframe_base_train)
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dataframe_backtest = dk.slice_dataframe(tr_backtest, dataframe_base_backtest)
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dataframe_train = dk.remove_special_chars_from_feature_names(dataframe_train)
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dataframe_backtest = dk.remove_special_chars_from_feature_names(dataframe_backtest)
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dk.get_unique_classes_from_labels(dataframe_train)
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if not self.model_exists(dk):
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dk.find_features(dataframe_train)
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dk.find_labels(dataframe_train)
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@@ -1483,8 +1483,8 @@ class FreqtradeBot(LoggingMixin):
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return False
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try:
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order = self.exchange.cancel_order_with_result(order['id'], trade.pair,
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trade.amount)
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order = self.exchange.cancel_order_with_result(
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order['id'], trade.pair, trade.amount)
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except InvalidOrderException:
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logger.exception(
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f"Could not cancel {trade.exit_side} order {trade.open_order_id}")
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@@ -1496,17 +1496,18 @@ class FreqtradeBot(LoggingMixin):
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# Order might be filled above in odd timing issues.
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if order.get('status') in ('canceled', 'cancelled'):
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trade.exit_reason = None
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trade.open_order_id = None
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else:
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trade.exit_reason = exit_reason_prev
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cancelled = True
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else:
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reason = constants.CANCEL_REASON['CANCELLED_ON_EXCHANGE']
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trade.exit_reason = None
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trade.open_order_id = None
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self.update_trade_state(trade, trade.open_order_id, order)
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logger.info(f'{trade.exit_side.capitalize()} order {reason} for {trade}.')
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trade.open_order_id = None
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trade.close_rate = None
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trade.close_rate_requested = None
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@@ -1786,9 +1787,8 @@ class FreqtradeBot(LoggingMixin):
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if not stoploss_order:
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logger.info(f'Found open order for {trade}')
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try:
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order = action_order or self.exchange.fetch_order_or_stoploss_order(order_id,
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trade.pair,
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stoploss_order)
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order = action_order or self.exchange.fetch_order_or_stoploss_order(
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order_id, trade.pair, stoploss_order)
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except InvalidOrderException as exception:
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logger.warning('Unable to fetch order %s: %s', order_id, exception)
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return False
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@@ -23,6 +23,8 @@ logger = logging.getLogger(__name__)
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NON_OPT_PARAM_APPENDIX = " # value loaded from strategy"
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HYPER_PARAMS_FILE_FORMAT = rapidjson.NM_NATIVE | rapidjson.NM_NAN
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def hyperopt_serializer(x):
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if isinstance(x, np.integer):
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@@ -76,9 +78,18 @@ class HyperoptTools():
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with filename.open('w') as f:
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rapidjson.dump(final_params, f, indent=2,
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default=hyperopt_serializer,
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number_mode=rapidjson.NM_NATIVE | rapidjson.NM_NAN
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number_mode=HYPER_PARAMS_FILE_FORMAT
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)
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@staticmethod
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def load_params(filename: Path) -> Dict:
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"""
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Load parameters from file
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"""
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with filename.open('r') as f:
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params = rapidjson.load(f, number_mode=HYPER_PARAMS_FILE_FORMAT)
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return params
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@staticmethod
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def try_export_params(config: Config, strategy_name: str, params: Dict):
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if params.get(FTHYPT_FILEVERSION, 1) >= 2 and not config.get('disableparamexport', False):
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@@ -189,7 +200,7 @@ class HyperoptTools():
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for s in ['buy', 'sell', 'protection',
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'roi', 'stoploss', 'trailing', 'max_open_trades']:
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HyperoptTools._params_update_for_json(result_dict, params, non_optimized, s)
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print(rapidjson.dumps(result_dict, default=str, number_mode=rapidjson.NM_NATIVE))
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print(rapidjson.dumps(result_dict, default=str, number_mode=HYPER_PARAMS_FILE_FORMAT))
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else:
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HyperoptTools._params_pretty_print(params, 'buy', "Buy hyperspace params:",
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@@ -865,6 +865,11 @@ def show_backtest_result(strategy: str, results: Dict[str, Any], stake_currency:
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print(' BACKTESTING REPORT '.center(len(table.splitlines()[0]), '='))
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print(table)
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table = text_table_bt_results(results['left_open_trades'], stake_currency=stake_currency)
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if isinstance(table, str) and len(table) > 0:
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print(' LEFT OPEN TRADES REPORT '.center(len(table.splitlines()[0]), '='))
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print(table)
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if (results.get('results_per_enter_tag') is not None
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or results.get('results_per_buy_tag') is not None):
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# results_per_buy_tag is deprecated and should be removed 2 versions after short golive.
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@@ -884,11 +889,6 @@ def show_backtest_result(strategy: str, results: Dict[str, Any], stake_currency:
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print(' EXIT REASON STATS '.center(len(table.splitlines()[0]), '='))
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print(table)
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table = text_table_bt_results(results['left_open_trades'], stake_currency=stake_currency)
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if isinstance(table, str) and len(table) > 0:
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print(' LEFT OPEN TRADES REPORT '.center(len(table.splitlines()[0]), '='))
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print(table)
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for period in backtest_breakdown:
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days_breakdown_stats = generate_periodic_breakdown_stats(
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trade_list=results['trades'], period=period)
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@@ -917,11 +917,11 @@ def show_backtest_results(config: Config, backtest_stats: Dict):
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strategy, results, stake_currency,
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config.get('backtest_breakdown', []))
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if len(backtest_stats['strategy']) > 1:
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if len(backtest_stats['strategy']) > 0:
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# Print Strategy summary table
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table = text_table_strategy(backtest_stats['strategy_comparison'], stake_currency)
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print(f"{results['backtest_start']} -> {results['backtest_end']} |"
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print(f"Backtested {results['backtest_start']} -> {results['backtest_end']} |"
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f" Max open trades : {results['max_open_trades']}")
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print(' STRATEGY SUMMARY '.center(len(table.splitlines()[0]), '='))
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print(table)
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@@ -55,7 +55,7 @@ class UvicornServer(uvicorn.Server):
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@contextlib.contextmanager
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def run_in_thread(self):
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self.thread = threading.Thread(target=self.run)
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self.thread = threading.Thread(target=self.run, name='FTUvicorn')
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self.thread.start()
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while not self.started:
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time.sleep(1e-3)
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@@ -8,7 +8,7 @@ from typing import Any, Dict, Iterator, List, Optional, Tuple, Type, Union
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from freqtrade.constants import Config
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from freqtrade.exceptions import OperationalException
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from freqtrade.misc import deep_merge_dicts, json_load
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from freqtrade.misc import deep_merge_dicts
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from freqtrade.optimize.hyperopt_tools import HyperoptTools
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from freqtrade.strategy.parameters import BaseParameter
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@@ -124,8 +124,7 @@ class HyperStrategyMixin:
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if filename.is_file():
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logger.info(f"Loading parameters from file {filename}")
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try:
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with filename.open('r') as f:
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params = json_load(f)
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params = HyperoptTools.load_params(filename)
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if params.get('strategy_name') != self.__class__.__name__:
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raise OperationalException('Invalid parameter file provided.')
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return params
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