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Merge pull request #3246 from flomerz/develop

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hyperopt csv export - add params
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hroff-1902 2020-05-12 00:50:25 +03:00 committed by GitHub
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1 changed files with 13 additions and 6 deletions
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freqtrade/optimize/hyperopt.py
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@ -387,12 +387,19 @@ class Hyperopt:
trials = json_normalize(results, max_level=1) trials = json_normalize(results, max_level=1)
trials['Best'] = '' trials['Best'] = ''
trials['Stake currency'] = config['stake_currency'] trials['Stake currency'] = config['stake_currency']
trials = trials[['Best', 'current_epoch', 'results_metrics.trade_count',
base_metrics = ['Best', 'current_epoch', 'results_metrics.trade_count',
'results_metrics.avg_profit', 'results_metrics.total_profit', 'results_metrics.avg_profit', 'results_metrics.total_profit',
'Stake currency', 'results_metrics.profit', 'results_metrics.duration', 'Stake currency', 'results_metrics.profit', 'results_metrics.duration',
'loss', 'is_initial_point', 'is_best']] 'loss', 'is_initial_point', 'is_best']
trials.columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency', param_metrics = [("params_dict."+param) for param in results[0]['params_dict'].keys()]
trials = trials[base_metrics + param_metrics]
base_columns = ['Best', 'Epoch', 'Trades', 'Avg profit', 'Total profit', 'Stake currency',
'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best'] 'Profit', 'Avg duration', 'Objective', 'is_initial_point', 'is_best']
param_columns = list(results[0]['params_dict'].keys())
trials.columns = base_columns + param_columns
trials['is_profit'] = False trials['is_profit'] = False
trials.loc[trials['is_initial_point'], 'Best'] = '*' trials.loc[trials['is_initial_point'], 'Best'] = '*'
trials.loc[trials['is_best'], 'Best'] = 'Best' trials.loc[trials['is_best'], 'Best'] = 'Best'