TA.ROC()

TA.ROC(data, timeperiod=10)

def main():
    records = exchange.GetRecords()
    closes = [r['Close'] for r in records]
    
    roc = TA.ROC(closes, 10)
    
    Log(f"10周期变动率: {roc[-1]:.2f}%")
    
    if roc[-1] > 10:
        Log("强势上涨")
    elif roc[-1] < -10:
        Log("强势下跌")
    
    # 穿越零线
    if roc[-1] > 0 and roc[-2] <= 0:
        Log("ROC 上穿零线")
    elif roc[-1] < 0 and roc[-2] >= 0:
        Log("ROC 下穿零线")

def main():
    records = exchange.GetRecords()
    closes = [r['Close'] for r in records]
    
    roc_5 = TA.ROC(closes, 5)
    roc_10 = TA.ROC(closes, 10)
    roc_20 = TA.ROC(closes, 20)
    
    Log(f"ROC(5): {roc_5[-1]:.2f}%")
    Log(f"ROC(10): {roc_10[-1]:.2f}%")
    Log(f"ROC(20): {roc_20[-1]:.2f}%")
    
    # 多周期共振
    if roc_5[-1] > 0 and roc_10[-1] > 0 and roc_20[-1] > 0:
        Log("多周期ROC均为正值，强势上涨")

def main():
    records = exchange.GetRecords()
    closes = [r['Close'] for r in records]
    
    roc = TA.ROC(closes, 12)
    
    # 设定阈值
    threshold_high = 15
    threshold_low = -15
    
    if roc[-1] > threshold_high:
        Log(f"ROC超过{threshold_high}%，可能超买")
    elif roc[-1] < threshold_low:
        Log(f"ROC低于{threshold_low}%，可能超卖")

roc = TA.ROC(closes, 12)
ma = TA.MA(closes, 20)

if roc[-1] > 0 and closes[-1] > ma[-1]:
    Log("ROC正值 + 均线多头")