feat(agefilter): add max_days_listed
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@ -67,7 +67,7 @@
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"sort_key": "quoteVolume",
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"sort_key": "quoteVolume",
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"refresh_period": 1800
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"refresh_period": 1800
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},
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},
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{"method": "AgeFilter", "min_days_listed": 10},
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{"method": "AgeFilter", "min_days_listed": 10, "max_days_listed": 7300},
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{"method": "PrecisionFilter"},
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{"method": "PrecisionFilter"},
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{"method": "PriceFilter", "low_price_ratio": 0.01, "min_price": 0.00000010},
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{"method": "PriceFilter", "low_price_ratio": 0.01, "min_price": 0.00000010},
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{"method": "SpreadFilter", "max_spread_ratio": 0.005},
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{"method": "SpreadFilter", "max_spread_ratio": 0.005},
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@ -87,7 +87,7 @@ When pairs are first listed on an exchange they can suffer huge price drops and
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in the first few days while the pair goes through its price-discovery period. Bots can often
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in the first few days while the pair goes through its price-discovery period. Bots can often
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be caught out buying before the pair has finished dropping in price.
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be caught out buying before the pair has finished dropping in price.
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This filter allows freqtrade to ignore pairs until they have been listed for at least `min_days_listed` days.
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This filter allows freqtrade to ignore pairs until they have been listed for at least `min_days_listed` days and listed before `max_days_listed`.
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#### PerformanceFilter
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#### PerformanceFilter
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@ -212,7 +212,7 @@ The below example blacklists `BNB/BTC`, uses `VolumePairList` with `20` assets,
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"number_assets": 20,
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"number_assets": 20,
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"sort_key": "quoteVolume"
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"sort_key": "quoteVolume"
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},
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},
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{"method": "AgeFilter", "min_days_listed": 10},
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{"method": "AgeFilter", "min_days_listed": 10, "max_days_listed": 7300},
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{"method": "PrecisionFilter"},
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{"method": "PrecisionFilter"},
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{"method": "PriceFilter", "low_price_ratio": 0.01},
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{"method": "PriceFilter", "low_price_ratio": 0.01},
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{"method": "SpreadFilter", "max_spread_ratio": 0.005},
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{"method": "SpreadFilter", "max_spread_ratio": 0.005},
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@ -27,6 +27,7 @@ class AgeFilter(IPairList):
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super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)
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super().__init__(exchange, pairlistmanager, config, pairlistconfig, pairlist_pos)
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self._min_days_listed = pairlistconfig.get('min_days_listed', 10)
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self._min_days_listed = pairlistconfig.get('min_days_listed', 10)
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self._max_days_listed = pairlistconfig.get('max_days_listed', None)
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if self._min_days_listed < 1:
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if self._min_days_listed < 1:
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raise OperationalException("AgeFilter requires min_days_listed to be >= 1")
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raise OperationalException("AgeFilter requires min_days_listed to be >= 1")
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@ -34,6 +35,8 @@ class AgeFilter(IPairList):
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raise OperationalException("AgeFilter requires min_days_listed to not exceed "
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raise OperationalException("AgeFilter requires min_days_listed to not exceed "
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"exchange max request size "
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"exchange max request size "
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f"({exchange.ohlcv_candle_limit('1d')})")
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f"({exchange.ohlcv_candle_limit('1d')})")
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if self._max_days_listed and self._max_days_listed <= self._min_days_listed:
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raise OperationalException("AgeFilter max_days_listed <= min_days_listed not permitted")
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@property
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@property
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def needstickers(self) -> bool:
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def needstickers(self) -> bool:
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@ -49,7 +52,9 @@ class AgeFilter(IPairList):
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Short whitelist method description - used for startup-messages
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Short whitelist method description - used for startup-messages
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"""
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"""
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return (f"{self.name} - Filtering pairs with age less than "
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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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f"{self._min_days_listed} {plural(self._min_days_listed, 'day')}"
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" or more than "
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f"{self._max_days_listed} {plural(self._max_days_listed, 'day')}")
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def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
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def filter_pairlist(self, pairlist: List[str], tickers: Dict) -> List[str]:
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"""
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"""
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@ -61,9 +66,10 @@ class AgeFilter(IPairList):
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if not needed_pairs:
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if not needed_pairs:
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return pairlist
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return pairlist
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since_days = -(self._max_days_listed if self._max_days_listed else self._min_days_listed) - 1
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since_ms = int(arrow.utcnow()
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since_ms = int(arrow.utcnow()
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.floor('day')
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.floor('day')
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.shift(days=-self._min_days_listed - 1)
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.shift(days=since_days)
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.float_timestamp) * 1000
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.float_timestamp) * 1000
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candles = self._exchange.refresh_latest_ohlcv(needed_pairs, since_ms=since_ms, cache=False)
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candles = self._exchange.refresh_latest_ohlcv(needed_pairs, since_ms=since_ms, cache=False)
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if self._enabled:
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if self._enabled:
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@ -86,7 +92,8 @@ class AgeFilter(IPairList):
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return True
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return True
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if daily_candles is not None:
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if daily_candles is not None:
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if len(daily_candles) >= self._min_days_listed:
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if len(daily_candles) >= self._min_days_listed and \
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len(daily_candles) <= self._max_days_listed:
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# We have fetched at least the minimum required number of daily candles
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# We have fetched at least the minimum required number of daily candles
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# Add to cache, store the time we last checked this symbol
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# Add to cache, store the time we last checked this symbol
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self._symbolsChecked[pair] = int(arrow.utcnow().float_timestamp) * 1000
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self._symbolsChecked[pair] = int(arrow.utcnow().float_timestamp) * 1000
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@ -94,6 +101,8 @@ class AgeFilter(IPairList):
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else:
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else:
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self.log_once(f"Removed {pair} from whitelist, because age "
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self.log_once(f"Removed {pair} from whitelist, because age "
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f"{len(daily_candles)} is less than {self._min_days_listed} "
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f"{len(daily_candles)} is less than {self._min_days_listed} "
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f"{plural(self._min_days_listed, 'day')}", logger.info)
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f"{plural(self._min_days_listed, 'day')} or more than "
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f"{self._max_days_listed} {plural(self._max_days_listed, 'day')}",
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logger.info)
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return False
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return False
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return False
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return False
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@ -79,7 +79,8 @@ def whitelist_conf_agefilter(default_conf):
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},
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},
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{
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{
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"method": "AgeFilter",
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"method": "AgeFilter",
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"min_days_listed": 2
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"min_days_listed": 2,
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"max_days_listed": 100
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}
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}
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]
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]
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return default_conf
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return default_conf
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@ -302,7 +303,7 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
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# No pair for ETH, all handlers
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# No pair for ETH, all handlers
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([{"method": "StaticPairList"},
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([{"method": "StaticPairList"},
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{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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{"method": "AgeFilter", "min_days_listed": 2},
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{"method": "AgeFilter", "min_days_listed": 2, "max_days_listed": None},
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{"method": "PrecisionFilter"},
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{"method": "PrecisionFilter"},
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{"method": "PriceFilter", "low_price_ratio": 0.03},
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{"method": "PriceFilter", "low_price_ratio": 0.03},
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{"method": "SpreadFilter", "max_spread_ratio": 0.005},
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{"method": "SpreadFilter", "max_spread_ratio": 0.005},
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@ -310,11 +311,15 @@ def test_VolumePairList_refresh_empty(mocker, markets_empty, whitelist_conf):
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"ETH", []),
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"ETH", []),
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# AgeFilter and VolumePairList (require 2 days only, all should pass age test)
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# AgeFilter and VolumePairList (require 2 days only, all should pass age test)
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([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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{"method": "AgeFilter", "min_days_listed": 2}],
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{"method": "AgeFilter", "min_days_listed": 2, "max_days_listed": 100}],
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"BTC", ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC', 'HOT/BTC']),
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"BTC", ['ETH/BTC', 'TKN/BTC', 'LTC/BTC', 'XRP/BTC', 'HOT/BTC']),
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# AgeFilter and VolumePairList (require 10 days, all should fail age test)
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# AgeFilter and VolumePairList (require 10 days, all should fail age test)
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([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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{"method": "AgeFilter", "min_days_listed": 10}],
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{"method": "AgeFilter", "min_days_listed": 10, "max_days_listed": None}],
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"BTC", []),
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# AgeFilter and VolumePairList (all pair listed > 2, all should fail age test)
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([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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{"method": "AgeFilter", "min_days_listed": 1, "max_days_listed": 2}],
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"BTC", []),
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"BTC", []),
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# Precisionfilter and quote volume
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# Precisionfilter and quote volume
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([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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([{"method": "VolumePairList", "number_assets": 5, "sort_key": "quoteVolume"},
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@ -480,9 +485,13 @@ def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, t
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for pairlist in pairlists:
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for pairlist in pairlists:
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if pairlist['method'] == 'AgeFilter' and pairlist['min_days_listed'] and \
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if pairlist['method'] == 'AgeFilter' and pairlist['min_days_listed'] and \
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len(ohlcv_history) <= pairlist['min_days_listed']:
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len(ohlcv_history) < pairlist['min_days_listed']:
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assert log_has_re(r'^Removed .* from whitelist, because age .* is less than '
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assert log_has_re(r'^Removed .* from whitelist, because age .* is less than '
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r'.* day.*', caplog)
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r'.* day.* or more than .* day', caplog)
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if pairlist['method'] == 'AgeFilter' and pairlist['max_days_listed'] and \
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len(ohlcv_history) > pairlist['max_days_listed']:
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assert log_has_re(r'^Removed .* from whitelist, because age .* is less than '
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r'.* day.* or more than .* day', caplog)
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if pairlist['method'] == 'PrecisionFilter' and whitelist_result:
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if pairlist['method'] == 'PrecisionFilter' and whitelist_result:
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assert log_has_re(r'^Removed .* from whitelist, because stop price .* '
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assert log_has_re(r'^Removed .* from whitelist, because stop price .* '
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r'would be <= stop limit.*', caplog)
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r'would be <= stop limit.*', caplog)
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@ -650,6 +659,22 @@ def test_agefilter_min_days_listed_too_small(mocker, default_conf, markets, tick
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get_patched_freqtradebot(mocker, default_conf)
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get_patched_freqtradebot(mocker, default_conf)
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def test_agefilter_max_days_lower_than_min_days(mocker, default_conf, markets, tickers):
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default_conf['pairlists'] = [{'method': 'VolumePairList', 'number_assets': 10},
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{'method': 'AgeFilter', 'min_days_listed': 3,
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"max_days_listed": 2}]
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mocker.patch.multiple('freqtrade.exchange.Exchange',
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markets=PropertyMock(return_value=markets),
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exchange_has=MagicMock(return_value=True),
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get_tickers=tickers
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)
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with pytest.raises(OperationalException,
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match=r'AgeFilter max_days_listed <= min_days_listed not permitted'):
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get_patched_freqtradebot(mocker, default_conf)
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def test_agefilter_min_days_listed_too_large(mocker, default_conf, markets, tickers):
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def test_agefilter_min_days_listed_too_large(mocker, default_conf, markets, tickers):
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default_conf['pairlists'] = [{'method': 'VolumePairList', 'number_assets': 10},
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default_conf['pairlists'] = [{'method': 'VolumePairList', 'number_assets': 10},
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{'method': 'AgeFilter', 'min_days_listed': 99999}]
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{'method': 'AgeFilter', 'min_days_listed': 99999}]
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