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moving_average_convergence_divergence.go 2.84 KB
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王布衣 提交于 2024-02-12 22:53 . 适配新版本的pandas
package realtime
import (
"gitee.com/quant1x/engine/factors"
"gitee.com/quant1x/pandas"
. "gitee.com/quant1x/pandas/formula"
)
// MovingAverageConvergenceDivergence 平滑异同移动平均线(Moving Average Convergence Divergence)
//
// 返回最新一条macd的5个值
// DIF:EMA(CLOSE,SHORT)-EMA(CLOSE,LONG);
// DEA:EMA(DIF,MID)
// MACD:(DIF-DEA)*2,COLORSTICK;
func MovingAverageConvergenceDivergence(CLOSE pandas.Series, pShort, pLong, pMid int) (SHORT, LONG, DIF, DEA, MACD float64) {
//dif1 := df1["d1"].(float64)
// dif2 := df1["d2"].(float64)
// dif1 = EmaIncr(lastClose, dif1, AlphaOfEMA(SHORT))
// dif2 = EmaIncr(lastClose, dif2, AlphaOfEMA(LONG))
// dif := dif1 - dif2
// lastDif := df1["DIF"].(float64)
// lastDea := df1["DEA"].(float64)
// fmt.Println("lastDif", lastDif)
// alpha := AlphaOfEMA(MID)
// fmt.Println("dea-alpha:", alpha)
// //t1 := -0.446
// //fmt.Println("xx:", (1-alpha)*lastDif+alpha*dif)
// dea := EmaIncr(dif, lastDea, AlphaOfEMA(MID))
// macd := (dif - dea) * 2
s := EMA(CLOSE, pShort)
l := EMA(CLOSE, pLong)
dif := s.Sub(l)
dea := EMA(dif, pMid)
macd := dif.Sub(dea).Mul(2)
SHORT = s.IndexOf(-1).(float64)
LONG = l.IndexOf(-1).(float64)
DIF = dif.IndexOf(-1).(float64)
DEA = dea.IndexOf(-1).(float64)
MACD = macd.IndexOf(-1).(float64)
return
}
// IncrementalMovingAverageConvergenceDivergence 增量的MACD
//
// price 为现价
// lastShort, lastLong, lastDea, 缓存的短,长周期的ema, 以及最后一条dea
// pShort, pLong, pMid, 为短期,长期和中期周期数
func IncrementalMovingAverageConvergenceDivergence(price, lastShort, lastLong, lastDea float64, pShort, pLong, pMid int) (DIF, DEA, MACD float64) {
s := IncrementalExponentialMovingAverage(price, lastShort, AlphaOfExponentialMovingAverage(pShort))
l := IncrementalExponentialMovingAverage(price, lastLong, AlphaOfExponentialMovingAverage(pLong))
dif := s - l
dea := IncrementalExponentialMovingAverage(dif, lastDea, AlphaOfExponentialMovingAverage(pMid))
macd := (dif - dea) * 2
DIF = dif
DEA = dea
MACD = macd
return
}
// DynamicMovingAverageConvergenceDivergence 动态的MACD
//
// 返回当前值以及最高值和最低值
// price 为现价
// lastShort, lastLong, lastDea, 缓存的短,长周期的ema, 以及最后一条dea
// pShort, pLong, pMid, 为短期,长期和中期周期数
func DynamicMovingAverageConvergenceDivergence(snapshot factors.QuoteSnapshot, lastShort, lastLong, lastDea float64, pShort, pLong, pMid int) (macd, macdHigh, macdLow float64) {
_, _, macd = IncrementalMovingAverageConvergenceDivergence(snapshot.Price, lastShort, lastLong, lastDea, pShort, pLong, pMid)
_, _, macdHigh = IncrementalMovingAverageConvergenceDivergence(snapshot.High, lastShort, lastLong, lastDea, pShort, pLong, pMid)
_, _, macdLow = IncrementalMovingAverageConvergenceDivergence(snapshot.Low, lastShort, lastLong, lastDea, pShort, pLong, pMid)
return
}
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