Merge branch 'develop' into patch-4
This commit is contained in:
@@ -137,6 +137,10 @@ def _validate_edge(conf: Dict[str, Any]) -> None:
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"Edge and VolumePairList are incompatible, "
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"Edge will override whatever pairs VolumePairlist selects."
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)
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if not conf.get('ask_strategy', {}).get('use_sell_signal', True):
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raise OperationalException(
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"Edge requires `use_sell_signal` to be True, otherwise no sells will happen."
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)
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def _validate_whitelist(conf: Dict[str, Any]) -> None:
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@@ -25,7 +25,8 @@ HYPEROPT_LOSS_BUILTIN = ['ShortTradeDurHyperOptLoss', 'OnlyProfitHyperOptLoss',
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'SortinoHyperOptLoss', 'SortinoHyperOptLossDaily']
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AVAILABLE_PAIRLISTS = ['StaticPairList', 'VolumePairList',
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'AgeFilter', 'PrecisionFilter', 'PriceFilter',
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'ShuffleFilter', 'SpreadFilter', 'PerformanceFilter']
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'RangeStabilityFilter', 'ShuffleFilter', 'SpreadFilter',
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'PerformanceFilter']
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AVAILABLE_DATAHANDLERS = ['json', 'jsongz', 'hdf5']
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DRY_RUN_WALLET = 1000
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DATETIME_PRINT_FORMAT = '%Y-%m-%d %H:%M:%S'
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@@ -214,10 +214,9 @@ def _download_pair_history(datadir: Path,
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data_handler.ohlcv_store(pair, timeframe, data=data)
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return True
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except Exception as e:
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logger.error(
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f'Failed to download history data for pair: "{pair}", timeframe: {timeframe}. '
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f'Error: {e}'
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except Exception:
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logger.exception(
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f'Failed to download history data for pair: "{pair}", timeframe: {timeframe}.'
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)
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return False
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@@ -304,10 +303,9 @@ def _download_trades_history(exchange: Exchange,
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logger.info(f"New Amount of trades: {len(trades)}")
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return True
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except Exception as e:
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logger.error(
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except Exception:
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logger.exception(
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f'Failed to download historic trades for pair: "{pair}". '
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f'Error: {e}'
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)
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return False
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@@ -524,7 +524,7 @@ class Exchange:
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'rate': self.get_fee(pair)
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}
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})
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if closed_order["type"] in ["stop_loss_limit"]:
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if closed_order["type"] in ["stop_loss_limit", "stop-loss-limit"]:
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closed_order["info"].update({"stopPrice": closed_order["price"]})
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self._dry_run_open_orders[closed_order["id"]] = closed_order
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@@ -679,12 +679,25 @@ class Exchange:
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:param pair: Pair to download
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:param timeframe: Timeframe to get data for
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:param since_ms: Timestamp in milliseconds to get history from
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:returns List with candle (OHLCV) data
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:return: List with candle (OHLCV) data
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"""
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return asyncio.get_event_loop().run_until_complete(
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self._async_get_historic_ohlcv(pair=pair, timeframe=timeframe,
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since_ms=since_ms))
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def get_historic_ohlcv_as_df(self, pair: str, timeframe: str,
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since_ms: int) -> DataFrame:
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"""
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Minimal wrapper around get_historic_ohlcv - converting the result into a dataframe
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:param pair: Pair to download
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:param timeframe: Timeframe to get data for
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:param since_ms: Timestamp in milliseconds to get history from
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:return: OHLCV DataFrame
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"""
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ticks = self.get_historic_ohlcv(pair, timeframe, since_ms=since_ms)
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return ohlcv_to_dataframe(ticks, timeframe, pair=pair, fill_missing=True,
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drop_incomplete=self._ohlcv_partial_candle)
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async def _async_get_historic_ohlcv(self, pair: str,
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timeframe: str,
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since_ms: int) -> List:
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@@ -69,7 +69,8 @@ class Kraken(Exchange):
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Verify stop_loss against stoploss-order value (limit or price)
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Returns True if adjustment is necessary.
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"""
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return order['type'] == 'stop-loss' and stop_loss > float(order['price'])
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return (order['type'] in ('stop-loss', 'stop-loss-limit')
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and stop_loss > float(order['price']))
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@retrier(retries=0)
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def stoploss(self, pair: str, amount: float, stop_price: float, order_types: Dict) -> Dict:
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@@ -77,8 +78,15 @@ class Kraken(Exchange):
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Creates a stoploss market order.
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Stoploss market orders is the only stoploss type supported by kraken.
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"""
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params = self._params.copy()
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ordertype = "stop-loss"
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if order_types.get('stoploss', 'market') == 'limit':
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ordertype = "stop-loss-limit"
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limit_price_pct = order_types.get('stoploss_on_exchange_limit_ratio', 0.99)
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limit_rate = stop_price * limit_price_pct
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params['price2'] = self.price_to_precision(pair, limit_rate)
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else:
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ordertype = "stop-loss"
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stop_price = self.price_to_precision(pair, stop_price)
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@@ -88,8 +96,6 @@ class Kraken(Exchange):
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return dry_order
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try:
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params = self._params.copy()
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amount = self.amount_to_precision(pair, amount)
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order = self._api.create_order(symbol=pair, type=ordertype, side='sell',
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@@ -37,6 +37,13 @@ def _set_loggers(verbosity: int = 0, api_verbosity: str = 'info') -> None:
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)
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def get_existing_handlers(handlertype):
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"""
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Returns Existing handler or None (if the handler has not yet been added to the root handlers).
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"""
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return next((h for h in logging.root.handlers if isinstance(h, handlertype)), None)
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def setup_logging_pre() -> None:
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"""
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Early setup for logging.
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@@ -71,18 +78,24 @@ def setup_logging(config: Dict[str, Any]) -> None:
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# config['logfilename']), which defaults to '/dev/log', applicable for most
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# of the systems.
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address = (s[1], int(s[2])) if len(s) > 2 else s[1] if len(s) > 1 else '/dev/log'
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handler = SysLogHandler(address=address)
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handler_sl = get_existing_handlers(SysLogHandler)
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if handler_sl:
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logging.root.removeHandler(handler_sl)
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handler_sl = SysLogHandler(address=address)
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# No datetime field for logging into syslog, to allow syslog
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# to perform reduction of repeating messages if this is set in the
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# syslog config. The messages should be equal for this.
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handler.setFormatter(Formatter('%(name)s - %(levelname)s - %(message)s'))
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logging.root.addHandler(handler)
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handler_sl.setFormatter(Formatter('%(name)s - %(levelname)s - %(message)s'))
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logging.root.addHandler(handler_sl)
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elif s[0] == 'journald':
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try:
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from systemd.journal import JournaldLogHandler
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except ImportError:
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raise OperationalException("You need the systemd python package be installed in "
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"order to use logging to journald.")
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handler_jd = get_existing_handlers(JournaldLogHandler)
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if handler_jd:
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logging.root.removeHandler(handler_jd)
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handler_jd = JournaldLogHandler()
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# No datetime field for logging into journald, to allow syslog
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# to perform reduction of repeating messages if this is set in the
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@@ -90,6 +103,9 @@ def setup_logging(config: Dict[str, Any]) -> None:
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handler_jd.setFormatter(Formatter('%(name)s - %(levelname)s - %(message)s'))
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logging.root.addHandler(handler_jd)
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else:
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handler_rf = get_existing_handlers(RotatingFileHandler)
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if handler_rf:
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logging.root.removeHandler(handler_rf)
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handler_rf = RotatingFileHandler(logfile,
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maxBytes=1024 * 1024 * 10, # 10Mb
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backupCount=10)
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@@ -396,6 +396,8 @@ def text_table_add_metrics(strat_results: Dict) -> str:
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metrics = [
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('Backtesting from', strat_results['backtest_start'].strftime(DATETIME_PRINT_FORMAT)),
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('Backtesting to', strat_results['backtest_end'].strftime(DATETIME_PRINT_FORMAT)),
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('Max open trades', strat_results['max_open_trades']),
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('', ''), # Empty line to improve readability
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('Total trades', strat_results['total_trades']),
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('First trade', min_trade['open_date'].strftime(DATETIME_PRINT_FORMAT)),
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('First trade Pair', min_trade['pair']),
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@@ -37,7 +37,7 @@ class AgeFilter(IPairList):
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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If no Pairlist requires tickers, an empty Dict is passed
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as tickers argument to filter_pairlist
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"""
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return True
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@@ -49,7 +49,7 @@ class AgeFilter(IPairList):
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return (f"{self.name} - Filtering pairs with age less than "
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f"{self._min_days_listed} {plural(self._min_days_listed, 'day')}.")
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def _validate_pair(self, ticker: dict) -> bool:
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def _validate_pair(self, ticker: Dict) -> bool:
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"""
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Validate age for the ticker
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:param ticker: ticker dict as returned from ccxt.load_markets()
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@@ -68,7 +68,7 @@ class IPairList(ABC):
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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If no Pairlist requires tickers, an empty Dict is passed
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as tickers argument to filter_pairlist
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"""
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@@ -32,7 +32,7 @@ class PrecisionFilter(IPairList):
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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If no Pairlist requires tickers, an empty Dict is passed
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as tickers argument to filter_pairlist
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"""
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return True
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@@ -35,7 +35,7 @@ class PriceFilter(IPairList):
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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If no Pairlist requires tickers, an empty Dict is passed
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as tickers argument to filter_pairlist
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"""
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return True
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@@ -25,7 +25,7 @@ class ShuffleFilter(IPairList):
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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If no Pairlist requires tickers, an empty Dict is passed
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as tickers argument to filter_pairlist
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"""
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return False
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@@ -24,7 +24,7 @@ class SpreadFilter(IPairList):
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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If no Pairlist requires tickers, an empty Dict is passed
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as tickers argument to filter_pairlist
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"""
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return True
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@@ -30,7 +30,7 @@ class StaticPairList(IPairList):
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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If no Pairlist requires tickers, an empty Dict is passed
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as tickers argument to filter_pairlist
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"""
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return False
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@@ -49,7 +49,7 @@ class VolumePairList(IPairList):
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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If no Pairlist requires tickers, an empty Dict is passed
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as tickers argument to filter_pairlist
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"""
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return True
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89
freqtrade/pairlist/rangestabilityfilter.py
Normal file
89
freqtrade/pairlist/rangestabilityfilter.py
Normal file
@@ -0,0 +1,89 @@
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"""
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Rate of change pairlist filter
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"""
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import logging
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from typing import Any, Dict
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import arrow
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from cachetools.ttl import TTLCache
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from freqtrade.exceptions import OperationalException
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from freqtrade.misc import plural
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from freqtrade.pairlist.IPairList import IPairList
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logger = logging.getLogger(__name__)
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class RangeStabilityFilter(IPairList):
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def __init__(self, exchange, pairlistmanager,
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config: Dict[str, Any], pairlistconfig: Dict[str, Any],
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pairlist_pos: int) -> None:
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super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)
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self._days = pairlistconfig.get('lookback_days', 10)
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self._min_rate_of_change = pairlistconfig.get('min_rate_of_change', 0.01)
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self._refresh_period = pairlistconfig.get('refresh_period', 1440)
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self._pair_cache: TTLCache = TTLCache(maxsize=100, ttl=self._refresh_period)
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if self._days < 1:
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raise OperationalException("RangeStabilityFilter requires lookback_days to be >= 1")
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if self._days > exchange.ohlcv_candle_limit:
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raise OperationalException("RangeStabilityFilter requires lookback_days to not "
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"exceed exchange max request size "
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f"({exchange.ohlcv_candle_limit})")
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@property
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def needstickers(self) -> bool:
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"""
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Boolean property defining if tickers are necessary.
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If no Pairlist requires tickers, an empty List is passed
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as tickers argument to filter_pairlist
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"""
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return True
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def short_desc(self) -> str:
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"""
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Short whitelist method description - used for startup-messages
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"""
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return (f"{self.name} - Filtering pairs with rate of change below "
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f"{self._min_rate_of_change} over the last {plural(self._days, 'day')}.")
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def _validate_pair(self, ticker: Dict) -> bool:
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"""
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Validate trading range
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:param ticker: ticker dict as returned from ccxt.load_markets()
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:return: True if the pair can stay, False if it should be removed
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"""
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pair = ticker['symbol']
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# Check symbol in cache
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if pair in self._pair_cache:
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return self._pair_cache[pair]
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since_ms = int(arrow.utcnow()
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.floor('day')
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.shift(days=-self._days)
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.float_timestamp) * 1000
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daily_candles = self._exchange.get_historic_ohlcv_as_df(pair=pair,
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timeframe='1d',
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since_ms=since_ms)
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result = False
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if daily_candles is not None and not daily_candles.empty:
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highest_high = daily_candles['high'].max()
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lowest_low = daily_candles['low'].min()
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pct_change = ((highest_high - lowest_low) / lowest_low) if lowest_low > 0 else 0
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if pct_change >= self._min_rate_of_change:
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result = True
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else:
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self.log_on_refresh(logger.info,
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f"Removed {pair} from whitelist, "
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f"because rate of change over {plural(self._days, 'day')} is "
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f"{pct_change:.3f}, which is below the "
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f"threshold of {self._min_rate_of_change}.")
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result = False
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self._pair_cache[pair] = result
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return result
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@@ -397,7 +397,7 @@ class Trade(_DECL_BASE):
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if self.is_open:
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logger.info(f'{order_type.upper()}_SELL has been fulfilled for {self}.')
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self.close(safe_value_fallback(order, 'average', 'price'))
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elif order_type in ('stop_loss_limit', 'stop-loss', 'stop'):
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elif order_type in ('stop_loss_limit', 'stop-loss', 'stop-loss-limit', 'stop'):
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self.stoploss_order_id = None
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self.close_rate_requested = self.stop_loss
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if self.is_open:
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|
Reference in New Issue
Block a user