def sell(open_p, close_p, low_p, high_p, volume):
sell = [0]
sar = PSAR(close_p)
for i in range(1, len(close_p)):
if sar[i] > close_p[i]:
sell.append(1)
else:
sell.append(0)
return sell
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
sar = PSAR(close_p)
ccurve = CoppockCurve(close_p)
for i in range(1, len(close_p)):
if ccurve[i] < 0 and sar[i] < close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
gapo = GAPO(high_p, low_p)
sar = PSAR(close_p)
for i in range(1, len(close_p)):
if gapo[i] < 1 and sar[i] < close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
mfi = MFI(close_p, high_p, low_p, volume)
sar = PSAR(close_p)
for i in range(1, len(close_p)):
if mfi[i] < 30 and sar[i] > close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
psar = PSAR(close_p)
lrf = LRF(close_p)
for i in range(1, len(close_p)):
if psar[i] < close_p[i] and lrf[i - 1] < close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
sar = PSAR(close_p)
roc = ROC(close_p)
for i in range(1, len(close_p)):
if roc[i] > 0 and sar[i] < close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p,close_p,low_p,high_p,volume):
buy=[0]
ci=ChoppinessIndex(close_p,high_p,low_p)
psar=PSAR(close_p)
for i in range(1,len(close_p)):
if ci[i]<38.2 and psar[i]<close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
psar = PSAR(close_p)
qstick = Qstick(close_p, open_p)
for i in range(1, len(close_p)):
if qstick[i] < 0 and psar[i] < close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def sell(open_p, close_p, low_p, high_p, volume):
sell = [0]
SAR = PSAR(close_p)
strend = supertrend(close_p, high_p, low_p, 7, 3)
for i in range(1, len(close_p)):
if close_p[i] < strend[i] or close_p[i] < SAR[i]:
sell.append(1)
else:
sell.append(0)
return sell
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
SAR = PSAR(close_p)
strend = supertrend(close_p, high_p, low_p, 7, 3)
for i in range(1, len(close_p)):
if close_p[i] > strend[i] and close_p[i] > SAR[i]:
buy.append(1)
else:
buy.append(0)
return buy
def sell(open_p, close_p, low_p, high_p, volume):
sell = [0]
# tech indicators
psar = PSAR(close_p)
for i in range(1, len(close_p)):
#sell condition
if psar[i] > close_p[i]:
sell.append(1)
else:
sell.append(0)
return sell
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
pvo = PVO(volume, 12, 26)
cmf = CMF(close_p, low_p, high_p, volume, 20)
psar = PSAR(close_p)
for i in range(1, len(close_p)):
if cmf[i] < 0 and pvo[i] < 0 and psar[i] < close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p,close_p,low_p,high_p,volume):
buy=[0]
sar=PSAR(close_p)
strend=supertrend(close_p,high_p,low_p)
trix=TRIX(close_p,14)
for i in range(1,len(close_p)):
if trix[i]<0 and strend[i] < close_p[i] and sar[i]<close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p, close_p, low_p, high_p, volume):
buy = [0]
# tech indicators
psar = PSAR(close_p)
qstick = Qstick(close_p, open_p)
for i in range(1, len(close_p)):
# buy condition
if qstick[i] < 0 and psar[i] < close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p,close_p,low_p,high_p,volume):
buy=[0]
so=SO(close_p,high_p,low_p)
psar=PSAR(close_p)
mid,up,low=BB(close_p)
bb=[i-j for (i,j) in zip(up,low)]
for i in range(1,len(close_p)):
if bb[i]>20 and psar[i]<close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy
def buy(open_p,close_p,low_p,high_p,volume):
buy=[0]
# tech indicators
sar=PSAR(close_p)
strend=supertrend(close_p,high_p,low_p)
up,down,oscillator=Aroon(list(close_p),14)
for i in range(1,len(close_p)):
# buy condition
if oscillator[i]<0 and strend[i] < close_p[i] and sar[i]<close_p[i]:
buy.append(1)
else:
buy.append(0)
return buy