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Fix expectancy calc and tests
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@@ -530,8 +530,8 @@ class RPC:
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loserate = (100 - winrate)
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expectancy = 1.0
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if mean_winning_profit > 0 and mean_losing_profit > 0:
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expectancy = (1 + (mean_winning_profit / mean_losing_profit)) * (winrate / 100) - 1
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if mean_winning_profit > 0 and abs(mean_losing_profit) > 0:
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expectancy = (1 + (mean_winning_profit / abs(mean_losing_profit))) * (winrate / 100) - 1
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else:
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if mean_winning_profit == 0:
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expectancy = 0.0
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@@ -416,13 +416,13 @@ def test_rpc_trade_statistics(default_conf_usdt, ticker, fee, mocker) -> None:
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assert pytest.approx(stats['profit_all_percent_mean']) == -57.86
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assert pytest.approx(stats['profit_all_fiat']) == -85.205614098
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assert pytest.approx(stats['winrate']) == 66.666666667
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assert pytest.approx(stats['expectancy']) == 0.223308883
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assert stats['trade_count'] == 7
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assert stats['first_trade_humanized'] == '2 days ago'
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assert stats['latest_trade_humanized'] == '17 minutes ago'
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assert stats['avg_duration'] in ('0:17:40')
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assert stats['best_pair'] == 'XRP/USDT'
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assert stats['best_rate'] == 10.0
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assert stats['expectancy'] == 1.0
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assert stats['expectancy_rate'] == 3.64
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# Test non-available pair
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@@ -829,7 +829,8 @@ def test_api_edge_disabled(botclient, mocker, ticker, fee, markets):
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'profit_closed_percent_mean': -0.75, 'profit_closed_ratio_sum': -0.015,
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'profit_closed_percent_sum': -1.5, 'profit_closed_ratio': -6.739057628404269e-06,
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'profit_closed_percent': -0.0, 'winning_trades': 0, 'losing_trades': 2,
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'profit_factor': 0.0, 'trading_volume': 91.074,
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'profit_factor': 0.0, 'winrate':0.0, 'expectancy': 0.0, 'expectancy_rate': 0.0033695635,
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'trading_volume': 91.074,
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}
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),
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(
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@@ -844,7 +845,8 @@ def test_api_edge_disabled(botclient, mocker, ticker, fee, markets):
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'profit_closed_percent_mean': 0.75, 'profit_closed_ratio_sum': 0.015,
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'profit_closed_percent_sum': 1.5, 'profit_closed_ratio': 7.391275897987988e-07,
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'profit_closed_percent': 0.0, 'winning_trades': 2, 'losing_trades': 0,
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'profit_factor': None, 'trading_volume': 91.074,
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'profit_factor': None, 'winrate':100.0, 'expectancy': 1.0, 'expectancy_rate': 0.0003695635,
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'trading_volume': 91.074,
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}
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),
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(
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@@ -859,7 +861,8 @@ def test_api_edge_disabled(botclient, mocker, ticker, fee, markets):
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'profit_closed_percent_mean': 0.25, 'profit_closed_ratio_sum': 0.005,
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'profit_closed_percent_sum': 0.5, 'profit_closed_ratio': -5.429078808526421e-06,
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'profit_closed_percent': -0.0, 'winning_trades': 1, 'losing_trades': 1,
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'profit_factor': 0.02775724835771106, 'trading_volume': 91.074,
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'profit_factor': 0.02775724835771106, 'winrate':50.0, 'expectancy': -0.48612137582114445,
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'expectancy_rate': 0.0028695635, 'trading_volume': 91.074,
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}
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)
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])
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@@ -916,6 +919,9 @@ def test_api_profit(botclient, mocker, ticker, fee, markets, is_short, expected)
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'winning_trades': expected['winning_trades'],
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'losing_trades': expected['losing_trades'],
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'profit_factor': expected['profit_factor'],
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'winrate': expected['winrate'],
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'expectancy': expected['expectancy'],
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'expectancy_rate': expected['expectancy_rate'],
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'max_drawdown': ANY,
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'max_drawdown_abs': ANY,
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'trading_volume': expected['trading_volume'],
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