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improve backtesting result formatting
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parent
0c11d4443f
commit
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@ -41,27 +41,29 @@ def generate_text_table(
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Generates and returns a text table for the given backtest data and the results dataframe
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Generates and returns a text table for the given backtest data and the results dataframe
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:return: pretty printed table with tabulate as str
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:return: pretty printed table with tabulate as str
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"""
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"""
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floatfmt = ('s', 'd', '.2f', '.8f', '.1f')
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tabular_data = []
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tabular_data = []
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headers = ['pair', 'buy count', 'avg profit', 'total profit', 'avg duration']
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headers = ['pair', 'buy count', 'avg profit %',
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'total profit ' + stake_currency, 'avg duration']
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for pair in data:
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for pair in data:
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result = results[results.currency == pair]
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result = results[results.currency == pair]
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tabular_data.append([
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tabular_data.append([
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pair,
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pair,
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len(result.index),
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len(result.index),
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'{:.2f}%'.format(result.profit_percent.mean() * 100.0),
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result.profit_percent.mean() * 100.0,
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'{:.08f} {}'.format(result.profit_BTC.sum(), stake_currency),
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result.profit_BTC.sum(),
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'{:.2f}'.format(result.duration.mean() * ticker_interval),
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result.duration.mean() * ticker_interval,
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])
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])
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# Append Total
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# Append Total
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tabular_data.append([
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tabular_data.append([
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'TOTAL',
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'TOTAL',
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len(results.index),
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len(results.index),
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'{:.2f}%'.format(results.profit_percent.mean() * 100.0),
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results.profit_percent.mean() * 100.0,
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'{:.08f} {}'.format(results.profit_BTC.sum(), stake_currency),
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results.profit_BTC.sum(),
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'{:.2f}'.format(results.duration.mean() * ticker_interval),
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results.duration.mean() * ticker_interval,
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])
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])
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return tabulate(tabular_data, headers=headers)
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return tabulate(tabular_data, headers=headers, floatfmt=floatfmt)
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def backtest(stake_amount: float, processed: Dict[str, DataFrame],
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def backtest(stake_amount: float, processed: Dict[str, DataFrame],
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@ -18,11 +18,12 @@ def test_generate_text_table():
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'duration': [10, 30]
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'duration': [10, 30]
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}
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}
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)
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)
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print(generate_text_table({'BTC_ETH': {}}, results, 'BTC', 5))
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assert generate_text_table({'BTC_ETH': {}}, results, 'BTC', 5) == (
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assert generate_text_table({'BTC_ETH': {}}, results, 'BTC', 5) == (
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'pair buy count avg profit total profit avg duration\n'
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'pair buy count avg profit % total profit BTC avg duration\n'
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'------- ----------- ------------ -------------- --------------\n'
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'------- ----------- -------------- ------------------ --------------\n'
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'BTC_ETH 2 15.00% 0.60000000 BTC 100\n'
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'BTC_ETH 2 15.00 0.60000000 100.0\n'
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'TOTAL 2 15.00% 0.60000000 BTC 100')
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'TOTAL 2 15.00 0.60000000 100.0')
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def test_get_timeframe():
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def test_get_timeframe():
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