Split the generation logic and filtering
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@@ -8,6 +8,7 @@ from typing import Any, Dict, List
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from cachetools import TTLCache, cached
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from freqtrade.exceptions import OperationalException
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from freqtrade.exchange import market_is_active
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@@ -90,6 +91,16 @@ class IPairList(ABC):
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"""
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raise NotImplementedError()
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def gen_pairlist(self, cached_pairlist: List[str], tickers: Dict) -> List[str]:
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"""
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Generate the pairlist
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:param cached_pairlist: Previously generated pairlist (cached)
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:param tickers: Tickers (from exchange.get_tickers()).
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:return: List of pairs
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"""
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raise OperationalException("This Pairlist Handler should not be used "
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"at the first position in the list of Pairlist Handlers.")
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def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
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"""
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Filters and sorts pairlist and returns the whitelist again.
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@@ -30,6 +30,15 @@ class StaticPairList(IPairList):
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"""
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return f"{self.name}"
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def gen_pairlist(self, cached_pairlist: List[str], tickers: Dict) -> List[str]:
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"""
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Generate the pairlist
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:param cached_pairlist: Previously generated pairlist (cached)
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:param tickers: Tickers (from exchange.get_tickers()).
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:return: List of pairs
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"""
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return self._whitelist_for_active_markets(self._config['exchange']['pair_whitelist'])
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def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
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"""
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Filters and sorts pairlist and returns the whitelist again.
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@@ -38,4 +47,4 @@ class StaticPairList(IPairList):
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:param tickers: Tickers (from exchange.get_tickers()). May be cached.
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:return: new whitelist
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"""
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return self._whitelist_for_active_markets(self._config['exchange']['pair_whitelist'])
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return pairlist
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@@ -68,6 +68,31 @@ class VolumePairList(IPairList):
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"""
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return f"{self.name} - top {self._pairlistconfig['number_assets']} volume pairs."
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def gen_pairlist(self, cached_pairlist: List[str], tickers: Dict) -> List[str]:
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"""
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Generate the pairlist
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:param cached_pairlist: Previously generated pairlist (cached)
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:param tickers: Tickers (from exchange.get_tickers()).
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:return: List of pairs
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"""
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# Generate dynamic whitelist
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# Must always run if this pairlist is not the first in the list.
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if self._last_refresh + self.refresh_period < datetime.now().timestamp():
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self._last_refresh = int(datetime.now().timestamp())
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# Use fresh pairlist
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# Check if pair quote currency equals to the stake currency.
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filtered_tickers = [
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v for k, v in tickers.items()
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if (self._exchange.get_pair_quote_currency(k) == self._stake_currency
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and v[self._sort_key] is not None)]
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pairlist = [s['symbol'] for s in filtered_tickers]
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else:
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# Use the cached pairlist if it's not time yet to refresh
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pairlist = cached_pairlist
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return pairlist
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def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
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"""
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Filters and sorts pairlist and returns the whitelist again.
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@@ -76,37 +101,8 @@ class VolumePairList(IPairList):
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:param tickers: Tickers (from exchange.get_tickers()). May be cached.
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:return: new whitelist
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"""
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# Generate dynamic whitelist
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# Must always run if this pairlist is not the first in the list.
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if (self._pairlist_pos != 0 or
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(self._last_refresh + self.refresh_period < datetime.now().timestamp())):
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self._last_refresh = int(datetime.now().timestamp())
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pairs = self._gen_pair_whitelist(pairlist, tickers)
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else:
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pairs = pairlist
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self.log_on_refresh(logger.info, f"Searching {self._number_pairs} pairs: {pairs}")
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return pairs
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def _gen_pair_whitelist(self, pairlist: List[str], tickers: Dict) -> List[str]:
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"""
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Updates the whitelist with with a dynamically generated list
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:param pairlist: pairlist to filter or sort
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:param tickers: Tickers (from exchange.get_tickers()).
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:return: List of pairs
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"""
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if self._pairlist_pos == 0:
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# If VolumePairList is the first in the list, use fresh pairlist
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# Check if pair quote currency equals to the stake currency.
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filtered_tickers = [
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v for k, v in tickers.items()
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if (self._exchange.get_pair_quote_currency(k) == self._stake_currency
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and v[self._sort_key] is not None)]
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else:
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# If other pairlist is in front, use the incoming pairlist.
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filtered_tickers = [v for k, v in tickers.items() if k in pairlist]
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# Use the incoming pairlist.
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filtered_tickers = [v for k, v in tickers.items() if k in pairlist]
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if self._min_value > 0:
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filtered_tickers = [
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@@ -120,4 +116,6 @@ class VolumePairList(IPairList):
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# Limit pairlist to the requested number of pairs
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pairs = pairs[:self._number_pairs]
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self.log_on_refresh(logger.info, f"Searching {self._number_pairs} pairs: {pairs}")
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return pairs
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@@ -87,6 +87,9 @@ class PairListManager():
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# Adjust whitelist if filters are using tickers
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pairlist = self._prepare_whitelist(self._whitelist.copy(), tickers)
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# Generate the pairlist with first Pairlist Handler in the chain
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pairlist = self._pairlist_handlers[0].gen_pairlist(self._whitelist, tickers)
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# Process all Pairlist Handlers in the chain
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for pairlist_handler in self._pairlist_handlers:
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pairlist = pairlist_handler.filter_pairlist(pairlist, tickers)
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