61 lines
2.5 KiB
Python
61 lines
2.5 KiB
Python
class ChanKLU:
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def __init__(self, time, open, high, low, close, volume):
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# _time, _close, _open, _high, _low, _extra_info={}
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self.kl_type = None
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self.time = time
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self.close = close
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self.open = open
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self.high = high
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self.low = low
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self.volume = volume
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self.idx = 0
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self.index = 0
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self.macd = 0
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self.signal = 0
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self.macdhist = 0
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self.ma5 = 0
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self.ma10 = 0
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self.ma30 = 0
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self.ma50 = 0
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self.ma200 = 0
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self.ma250 = 0
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self.rsi = 0
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self.volume_ratio = 0
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def set_idx(self, idx):
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self.idx = idx
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self.index = idx
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def set_indicators(self, item):
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self.macd = float(item['macd']) if 'macd' in item and item['macd'] else 0
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self.signal = float(item['macdsignal']) if 'macdsignal' in item and item['macdsignal'] else 0
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self.macdhist = float(item['macdhist']) if 'macdhist' in item and item['macdhist'] else 0
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self.ma5 = float(item['ma5']) if 'ma5' in item and item['ma5'] else 0
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self.ma10 = float(item['ma10']) if 'ma10' in item and item['ma10'] else 0
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self.ma30 = float(item['ma30']) if 'ma30' in item and item['ma30'] else 0
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# 安全检查 ma250、ma50 和 ma200
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self.ma250 = float(item['ma250']) if 'ma250' in item and item['ma250'] else 0
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self.ma50 = float(item['ma50']) if 'ma50' in item and item['ma50'] else 0
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self.ma200 = float(item['ma200']) if 'ma200' in item and item['ma200'] else 0
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self.rsi = float(item['rsi']) if 'rsi' in item and item['rsi'] else 0
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self.volume_ratio = float(item['volume_ratio']) if 'volume_ratio' in item and item['volume_ratio'] else 0
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def get_feature_data(self):
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features = dict()
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features['klu_close'] = self.close
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features['klu_open'] = self.open
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features['klu_high'] = self.high
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features['klu_low'] = self.low
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features['klu_volume'] = self.volume
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features['klu_index'] = self.index
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features['klu_macd'] = self.macd
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features['klu_signal'] = self.signal
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features['klu_macdhist'] = self.macdhist
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features['klu_ma5'] = self.ma5
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features['klu_ma10'] = self.ma10
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features['klu_ma30'] = self.ma30
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features['klu_ma50'] = self.ma50
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features['klu_ma200'] = self.ma200
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features['klu_ma250'] = self.ma250
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features['klu_rsi'] = self.rsi
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features['klu_volume_ratio'] = self.volume_ratio
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return features |