Use explicit merge without depending on library detail. Add no trades case.
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@ -44,12 +44,17 @@ class PerformanceFilter(IPairList):
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:return: new whitelist
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"""
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# Get the trading performance for pairs from database
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perf = pd.DataFrame(Trade.get_overall_performance())
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performance = pd.DataFrame(Trade.get_overall_performance())
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# Skip performance-based sorting if no performance data is available
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if len(performance) == 0:
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return pairlist
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# get pairlist from performance dataframe values
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list_df = pd.DataFrame({'pair': pairlist})
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# set initial value for pairs with no trades to 0
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# and sort the list using performance and count
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sorted_df = list_df.join(perf.set_index('pair'), on='pair')\
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sorted_df = list_df.merge(performance, on='pair', how='left')\
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.fillna(0).sort_values(by=['profit', 'count'], ascending=False)
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pairlist = sorted_df['pair'].tolist()
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@ -383,8 +383,7 @@ def test_VolumePairList_whitelist_gen(mocker, whitelist_conf, shitcoinmarkets, t
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# Provide for PerformanceFilter's dependency
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mocker.patch.multiple('freqtrade.persistence.Trade',
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get_overall_performance=MagicMock(
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return_value=[{'pair': 'ETH/BTC', 'profit': 5, 'count': 3}]),
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get_overall_performance=MagicMock(return_value=[])
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)
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# Set whitelist_result to None if pairlist is invalid and should produce exception
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@ -729,7 +728,10 @@ def test_pairlistmanager_no_pairlist(mocker, whitelist_conf):
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@pytest.mark.parametrize("pairlists,pair_allowlist,overall_performance,allowlist_result", [
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# Happy path, descending order, all values filled
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# No trades yet
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([{"method": "StaticPairList"}, {"method": "PerformanceFilter"}],
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['ETH/BTC', 'TKN/BTC', 'LTC/BTC'], [], ['ETH/BTC', 'TKN/BTC', 'LTC/BTC']),
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# Happy path: Descending order, all values filled
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([{"method": "StaticPairList"}, {"method": "PerformanceFilter"}],
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['ETH/BTC', 'TKN/BTC'],
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[{'pair': 'TKN/BTC', 'profit': 5, 'count': 3}, {'pair': 'ETH/BTC', 'profit': 4, 'count': 2}],
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