heikinashi performance problem resolved
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11
freqtrade/vendor/qtpylib/indicators.py
vendored
11
freqtrade/vendor/qtpylib/indicators.py
vendored
@ -113,12 +113,11 @@ def heikinashi(bars):
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bars['low'] + bars['close']) / 4
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bars['low'] + bars['close']) / 4
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# ha open
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# ha open
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bars.loc[0:1, 'ha_open'] = (bars['open'].values[0] + bars['close'].values[0]) / 2
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for i in range(0, len(bars)):
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prev_open = bars[:1]['ha_open'].values[0]
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bars.at[i, 'ha_open'] = (
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for idx, _ in bars[1:][['ha_open', 'ha_close']].iterrows():
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(bars.at[0, 'open'] if i == 0 else bars.at[i - 1, 'ha_open']) +
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loc = bars.index.get_loc(idx)
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(bars.at[0, 'close'] if i == 0 else bars.at[i - 1, 'ha_close'])
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prev_open = (prev_open + bars['ha_close'].values[loc - 1]) / 2
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) / 2
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bars.loc[loc:loc + 1, 'ha_open'] = prev_open
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bars['ha_high'] = bars.loc[:, ['high', 'ha_open', 'ha_close']].max(axis=1)
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bars['ha_high'] = bars.loc[:, ['high', 'ha_open', 'ha_close']].max(axis=1)
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bars['ha_low'] = bars.loc[:, ['low', 'ha_open', 'ha_close']].min(axis=1)
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bars['ha_low'] = bars.loc[:, ['low', 'ha_open', 'ha_close']].min(axis=1)
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