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Add documentation and log to PerformanceFilter
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@ -194,17 +194,22 @@ Trade count is used as a tie breaker.
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You can use the `minutes` parameter to only consider performance of the past X minutes (rolling window).
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Not defining this parameter (or setting it to 0) will use all-time performance.
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The optional `min_profit` parameter defines the minimum profit a pair must have to be considered.
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Pairs below this level will be filtered out.
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Using this parameter without `minutes` is highly discouraged, as it can lead to an empty pairlist without without a way to recover.
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```json
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"pairlists": [
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// ...
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{
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"method": "PerformanceFilter",
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"minutes": 1440 // rolling 24h
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"minutes": 1440, // rolling 24h
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"min_profit": 0.01
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}
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],
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```
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!!! Note
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!!! Warning "Backtesting"
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`PerformanceFilter` does not support backtesting mode.
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#### PrecisionFilter
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@ -70,7 +70,13 @@ class PerformanceFilter(IPairList):
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.fillna(0).sort_values(by=['count', 'pair'], ascending=True)\
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.sort_values(by=['profit'], ascending=False)
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if self._min_profit is not None:
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removed = sorted_df[sorted_df['profit'] < self._min_profit]
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for _, row in removed.iterrows():
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self.log_once(
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f"Removing pair {row['pair']} since {row['profit']} is "
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f"below {self._min_profit}", logger.info)
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sorted_df = sorted_df[sorted_df['profit'] >= self._min_profit]
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pairlist = sorted_df['pair'].tolist()
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return pairlist
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@ -665,11 +665,11 @@ def test_PerformanceFilter_error(mocker, whitelist_conf, caplog) -> None:
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@pytest.mark.usefixtures("init_persistence")
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def test_PerformanceFilter_lookback(mocker, whitelist_conf, fee) -> None:
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def test_PerformanceFilter_lookback(mocker, whitelist_conf, fee, caplog) -> None:
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whitelist_conf['exchange']['pair_whitelist'].append('XRP/BTC')
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whitelist_conf['pairlists'] = [
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{"method": "StaticPairList"},
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{"method": "PerformanceFilter", "minutes": 60}
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{"method": "PerformanceFilter", "minutes": 60, "min_profit": 0.01}
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]
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mocker.patch('freqtrade.exchange.Exchange.exchange_has', MagicMock(return_value=True))
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exchange = get_patched_exchange(mocker, whitelist_conf)
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@ -681,7 +681,8 @@ def test_PerformanceFilter_lookback(mocker, whitelist_conf, fee) -> None:
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with time_machine.travel("2021-09-01 05:00:00 +00:00") as t:
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create_mock_trades(fee)
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pm.refresh_pairlist()
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assert pm.whitelist == ['XRP/BTC', 'ETH/BTC', 'TKN/BTC']
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assert pm.whitelist == ['XRP/BTC']
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assert log_has_re(r'Removing pair .* since .* is below .*', caplog)
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# Move to "outside" of lookback window, so original sorting is restored.
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t.move_to("2021-09-01 07:00:00 +00:00")
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