Merge pull request #3246 from flomerz/develop
hyperopt csv export - add params
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@ -387,12 +387,19 @@ class Hyperopt:
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trials = json_normalize(results, max_level=1)
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trials['Best'] = ''
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trials['Stake currency'] = config['stake_currency']
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trials = trials[['Best', 'current_epoch', 'results_metrics.trade_count',
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'results_metrics.avg_profit', 'results_metrics.total_profit',
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'Stake currency', 'results_metrics.profit', 'results_metrics.duration',
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'loss', 'is_initial_point', 'is_best']]
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trials.columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency',
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'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
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base_metrics = ['Best', 'current_epoch', 'results_metrics.trade_count',
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'results_metrics.avg_profit', 'results_metrics.total_profit',
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'Stake currency', 'results_metrics.profit', 'results_metrics.duration',
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'loss', 'is_initial_point', 'is_best']
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param_metrics = [("params_dict."+param) for param in results[0]['params_dict'].keys()]
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trials = trials[base_metrics + param_metrics]
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base_columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency',
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'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
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param_columns = list(results[0]['params_dict'].keys())
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trials.columns = base_columns + param_columns
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trials['is_profit'] = False
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trials.loc[trials['is_initial_point'], 'Best'] = '*'
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trials.loc[trials['is_best'], 'Best'] = 'Best'
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