def fup60b(stock): ''' 60分钟从负数上来的有失败上叉先导的第一次成功上叉 ''' t = stock.transaction linelog('%s:%s' % (fup60.__name__,stock.code)) hzero = cached_zeros(len(stock.hour)) pdiff,pdea = cmacd(stock.hour) cross0 = cross(hzero,pdiff) udcross = cross(pdea,pdiff) #失败上叉:最近5个周期内被下叉信号抵消,或者最近5个周期内出现第二个上叉信号(导致msum仍然>0) fcross = gand(udcross>0,gor(rollx(msum(udcross,5),-5)==0,rollx(msum(udcross>0,5),-5)>1)) ucross = gand(udcross>0,pdiff>0,bnot(fcross)) xsum1 = rsum(ucross,cross0) #此时,第一个cross>0和第二个之间的位置被填满1 xsum = rsum(xsum1,cross0) #此时,只有第一个发生位为1 signal = gand(equals(xsum,1),pdiff>0) return hour2day(signal)
def fup60b(stock): ''' 60分钟从负数上来的有失败上叉先导的第一次成功上叉 ''' t = stock.transaction linelog('%s:%s' % (fup60.__name__, stock.code)) hzero = cached_zeros(len(stock.hour)) pdiff, pdea = cmacd(stock.hour) cross0 = cross(hzero, pdiff) udcross = cross(pdea, pdiff) #失败上叉:最近5个周期内被下叉信号抵消,或者最近5个周期内出现第二个上叉信号(导致msum仍然>0) fcross = gand( udcross > 0, gor( rollx(msum(udcross, 5), -5) == 0, rollx(msum(udcross > 0, 5), -5) > 1)) ucross = gand(udcross > 0, pdiff > 0, bnot(fcross)) xsum1 = rsum(ucross, cross0) #此时,第一个cross>0和第二个之间的位置被填满1 xsum = rsum(xsum1, cross0) #此时,只有第一个发生位为1 signal = gand(equals(xsum, 1), pdiff > 0) return hour2day(signal)
def heff(stock): ''' 效果不平衡 0501-0909 评估:总盈亏值=35014,交易次数=178 期望值=2684 总盈亏率(1/1000)=35014,平均盈亏率(1/1000)=196,盈利交易率(1/1000)=612 平均持仓时间=32,持仓效率(1/1000000)=6125 赢利次数=109,赢利总值=40100 亏损次数=69,亏损总值=5086 平盘次数=0 0711-0909 评估:总盈亏值=17918,交易次数=63 期望值=4437 总盈亏率(1/1000)=17918,平均盈亏率(1/1000)=284,盈利交易率(1/1000)=809 平均持仓时间=43,持仓效率(1/1000000)=6604 赢利次数=51,赢利总值=18686 亏损次数=12,亏损总值=768 平盘次数=0 ''' linelog(stock.code) t = stock.transaction ef = efficient_rate(stock.hour) zx = cached_zeros(len(stock.hour)) efz = hour2day(gand(cross(zx, ef) > 0, strend(ef) > 0)) vma = ma(t[VOLUME], 30) svma = ma(t[VOLUME], 3) vfilter = gand(svma < vma * 3 / 4, t[VOLUME] < vma) cf = (t[OPEN] - t[LOW] + t[HIGH] - t[CLOSE]) * 1000 / (t[HIGH] - t[LOW] ) #向下的动力 mcf = ma(cf, 7) refn = gand(stock.ref.ma0 < stock.ref.ma1, stock.ref.ma1 < stock.ref.ma2, bnot(stock.ref.t0), bnot(stock.ref.t1), bnot(stock.ref.t2)) sup = gand(stock.ma0 > stock.ma1, stock.ma1 > stock.ma2, stock.t1, stock.t2) s1 = gand(efz, bor(bnot(refn), sup)) s2 = sfollow(efz, bnot(refn), 10) ss = bor(s1, s2) s = stock magic = gand(s.g20 >= s.g60, s.g60 >= s.g120, s.g120 >= s.g250, s.g5 > s.g20, s.g20 <= 8000) xatr = stock.atr * BASE / t[CLOSE] #signal = gand(ss,stock.above,stock.t5,stock.t4,magic,vfilter,mcf<1000) signal = gand(ss, stock.above, stock.t5, stock.t4, magic, vfilter, mcf < 1000, xatr > 40, stock.ma1 > stock.ma3, stock.diff < stock.dea) return signal
def heff(stock): ''' 效果不平衡 0501-0909 评估:总盈亏值=35014,交易次数=178 期望值=2684 总盈亏率(1/1000)=35014,平均盈亏率(1/1000)=196,盈利交易率(1/1000)=612 平均持仓时间=32,持仓效率(1/1000000)=6125 赢利次数=109,赢利总值=40100 亏损次数=69,亏损总值=5086 平盘次数=0 0711-0909 评估:总盈亏值=17918,交易次数=63 期望值=4437 总盈亏率(1/1000)=17918,平均盈亏率(1/1000)=284,盈利交易率(1/1000)=809 平均持仓时间=43,持仓效率(1/1000000)=6604 赢利次数=51,赢利总值=18686 亏损次数=12,亏损总值=768 平盘次数=0 ''' linelog(stock.code) t = stock.transaction ef = efficient_rate(stock.hour) zx = cached_zeros(len(stock.hour)) efz = hour2day(gand(cross(zx,ef)>0,strend(ef)>0)) vma = ma(t[VOLUME],30) svma = ma(t[VOLUME],3) vfilter = gand(svma<vma*3/4,t[VOLUME]<vma) cf = (t[OPEN]-t[LOW] + t[HIGH]-t[CLOSE])*1000 / (t[HIGH]-t[LOW]) #向下的动力 mcf = ma(cf,7) refn = gand(stock.ref.ma0<stock.ref.ma1,stock.ref.ma1<stock.ref.ma2,bnot(stock.ref.t0),bnot(stock.ref.t1),bnot(stock.ref.t2)) sup = gand(stock.ma0>stock.ma1,stock.ma1>stock.ma2,stock.t1,stock.t2) s1 = gand(efz,bor(bnot(refn),sup)) s2 = sfollow(efz,bnot(refn),10) ss = bor(s1,s2) s = stock magic = gand(s.g20 >= s.g60,s.g60 >= s.g120,s.g120 >= s.g250,s.g5>s.g20,s.g20<=8000) xatr = stock.atr * BASE / t[CLOSE] #signal = gand(ss,stock.above,stock.t5,stock.t4,magic,vfilter,mcf<1000) signal = gand(ss,stock.above,stock.t5,stock.t4,magic,vfilter,mcf<1000,xatr>40,stock.ma1>stock.ma3,stock.diff<stock.dea) return signal
def fupf(stock): ''' 本次上叉比上次上叉的位置高,同时价格也高 ''' t = stock.transaction linelog('%s:%s' % (fupf.__name__,stock.code)) pdiff,pdea = cmacd(stock.hour) upcross2 = gand(cross(pdea,pdiff)>0,strend(pdiff)>0) dsub = rsub(pdea,upcross2) #csub = rsub(stock.hour,upcross2) #ssub = rsub(rollx(strend(pdea)),upcross2) #上叉前一天的strend(pdea) vz = tmax(np.abs(pdiff),60) / 5 #pdiff不能超过0线太高 hsignal = gand(dsub>0,pdiff<vz) xatr = stock.atr * BASE / t[CLOSE] mxatr = ma(xatr,13) xr = gand(xatr<50,xatr<mxatr)#,strend(xatr-mxatr)<0) nd = bnot(gand(stock.ma1<stock.ma2,stock.ma2<stock.ma3)) rt = gand(stock.ref.t3) vma_s = ma(t[VOLUME],13) vma_l = ma(t[VOLUME],30) vfilter = vma_s < vma_l * 3/4 gr = gand(stock.g20<3000,stock.g20>stock.g60,stock.g60>stock.g120) signal = gand(hour2day(hsignal),strend(stock.diff)>0,xr,rt,nd,vfilter,gr) return signal
def fupf(stock): ''' 本次上叉比上次上叉的位置高,同时价格也高 ''' t = stock.transaction linelog('%s:%s' % (fupf.__name__, stock.code)) pdiff, pdea = cmacd(stock.hour) upcross2 = gand(cross(pdea, pdiff) > 0, strend(pdiff) > 0) dsub = rsub(pdea, upcross2) #csub = rsub(stock.hour,upcross2) #ssub = rsub(rollx(strend(pdea)),upcross2) #上叉前一天的strend(pdea) vz = tmax(np.abs(pdiff), 60) / 5 #pdiff不能超过0线太高 hsignal = gand(dsub > 0, pdiff < vz) xatr = stock.atr * BASE / t[CLOSE] mxatr = ma(xatr, 13) xr = gand(xatr < 50, xatr < mxatr) #,strend(xatr-mxatr)<0) nd = bnot(gand(stock.ma1 < stock.ma2, stock.ma2 < stock.ma3)) rt = gand(stock.ref.t3) vma_s = ma(t[VOLUME], 13) vma_l = ma(t[VOLUME], 30) vfilter = vma_s < vma_l * 3 / 4 gr = gand(stock.g20 < 3000, stock.g20 > stock.g60, stock.g60 > stock.g120) signal = gand(hour2day(hsignal), strend(stock.diff) > 0, xr, rt, nd, vfilter, gr) return signal
def fup60(stock): ''' 60分钟从负数上来的第一次上叉 #或从负数上来的成功地第一次上叉(不到5个周期就下叉计作失败) ''' t = stock.transaction linelog('%s:%s' % (fup60.__name__, stock.code)) hzero = cached_zeros(len(stock.hour)) pdiff, pdea = cmacd(stock.hour) cross0 = cross(hzero, pdiff) ucross = gand(cross(pdea, pdiff) > 0) xsum1 = rsum(ucross, cross0) #此时,第一个cross>0和第二个之间的位置被填满1 xsum = rsum(xsum1, cross0) #此时,只有第一个发生位为1 signal = gand(equals(xsum, 1), pdiff > 0) return hour2day(signal)
def fup60(stock): ''' 60分钟从负数上来的第一次上叉 #或从负数上来的成功地第一次上叉(不到5个周期就下叉计作失败) ''' t = stock.transaction linelog('%s:%s' % (fup60.__name__,stock.code)) hzero = cached_zeros(len(stock.hour)) pdiff,pdea = cmacd(stock.hour) cross0 = cross(hzero,pdiff) ucross = gand(cross(pdea,pdiff)>0) xsum1 = rsum(ucross,cross0) #此时,第一个cross>0和第二个之间的位置被填满1 xsum = rsum(xsum1,cross0) #此时,只有第一个发生位为1 signal = gand(equals(xsum,1),pdiff>0) return hour2day(signal)