Fix output of % for new format
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@ -157,7 +157,7 @@ class HyperoptTools():
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f"Avg profit {results_metrics['profit_mean'] * 100: 6.2f}%. "
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f"Avg profit {results_metrics['profit_mean'] * 100: 6.2f}%. "
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f"Median profit {results_metrics['profit_median'] * 100: 6.2f}%. "
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f"Median profit {results_metrics['profit_median'] * 100: 6.2f}%. "
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f"Total profit {results_metrics['profit_total_abs']: 11.8f} {stake_currency} "
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f"Total profit {results_metrics['profit_total_abs']: 11.8f} {stake_currency} "
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f"({results_metrics['profit_total']: 7.2f}\N{GREEK CAPITAL LETTER SIGMA}%). "
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f"({results_metrics['profit_total'] * 100: 7.2f}\N{GREEK CAPITAL LETTER SIGMA}%). "
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f"Avg duration {results_metrics['holding_avg']} min."
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f"Avg duration {results_metrics['holding_avg']} min."
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).encode(locale.getpreferredencoding(), 'replace').decode('utf-8')
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).encode(locale.getpreferredencoding(), 'replace').decode('utf-8')
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@ -184,8 +184,10 @@ class HyperoptTools():
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if 'results_metrics.winsdrawslosses' not in trials.columns:
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if 'results_metrics.winsdrawslosses' not in trials.columns:
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# Ensure compatibility with older versions of hyperopt results
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# Ensure compatibility with older versions of hyperopt results
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trials['results_metrics.winsdrawslosses'] = 'N/A'
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trials['results_metrics.winsdrawslosses'] = 'N/A'
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legacy_mode = True
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if 'results_metrics.total_trades' in trials:
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if 'results_metrics.total_trades' in trials:
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legacy_mode = False
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# New mode, using backtest result for metrics
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# New mode, using backtest result for metrics
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trials['results_metrics.winsdrawslosses'] = trials.apply(
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trials['results_metrics.winsdrawslosses'] = trials.apply(
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lambda x: f"{x['results_metrics.wins']} {x['results_metrics.draws']:>4} "
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lambda x: f"{x['results_metrics.wins']} {x['results_metrics.draws']:>4} "
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@ -212,12 +214,12 @@ class HyperoptTools():
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trials.loc[trials['is_initial_point'] & trials['is_best'], 'Best'] = '* Best'
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trials.loc[trials['is_initial_point'] & trials['is_best'], 'Best'] = '* Best'
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trials.loc[trials['Total profit'] > 0, 'is_profit'] = True
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trials.loc[trials['Total profit'] > 0, 'is_profit'] = True
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trials['Trades'] = trials['Trades'].astype(str)
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trials['Trades'] = trials['Trades'].astype(str)
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perc_multi = 1 if legacy_mode else 100
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trials['Epoch'] = trials['Epoch'].apply(
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trials['Epoch'] = trials['Epoch'].apply(
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lambda x: '{}/{}'.format(str(x).rjust(len(str(total_epochs)), ' '), total_epochs)
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lambda x: '{}/{}'.format(str(x).rjust(len(str(total_epochs)), ' '), total_epochs)
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)
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)
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trials['Avg profit'] = trials['Avg profit'].apply(
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trials['Avg profit'] = trials['Avg profit'].apply(
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lambda x: f'{x:,.2f}%'.rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
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lambda x: f'{x * perc_multi:,.2f}%'.rjust(7, ' ') if not isna(x) else "--".rjust(7, ' ')
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)
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)
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trials['Avg duration'] = trials['Avg duration'].apply(
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trials['Avg duration'] = trials['Avg duration'].apply(
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lambda x: f'{x:,.1f} m'.rjust(7, ' ') if isinstance(x, float) else f"{x}"
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lambda x: f'{x:,.1f} m'.rjust(7, ' ') if isinstance(x, float) else f"{x}"
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@ -231,7 +233,7 @@ class HyperoptTools():
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trials['Profit'] = trials.apply(
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trials['Profit'] = trials.apply(
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lambda x: '{} {}'.format(
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lambda x: '{} {}'.format(
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round_coin_value(x['Total profit'], stake_currency),
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round_coin_value(x['Total profit'], stake_currency),
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'({:,.2f}%)'.format(x['Profit']).rjust(10, ' ')
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'({:,.2f}%)'.format(x['Profit'] * perc_multi).rjust(10, ' ')
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).rjust(25+len(stake_currency))
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).rjust(25+len(stake_currency))
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if x['Total profit'] != 0.0 else '--'.rjust(25+len(stake_currency)),
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if x['Total profit'] != 0.0 else '--'.rjust(25+len(stake_currency)),
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axis=1
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axis=1
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