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def _draw_ema_pipe(axes, kdata, ema, n=22, w=0.10):
emas = [i for i in ema]
p = _find_ema_coefficient(list(CLOSE(kdata)), emas, number=66, percent=0.95) if w=='auto' else w
emas_high = [i+i*p for i in emas]
emas_low = [i-i*p for i in emas]
emas_len = len(emas)
PRICELIST(emas).plot(axes=axes, color='b', linestyle='-', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
PRICELIST(emas_high).plot(axes=axes, color='b', linestyle=':', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
PRICELIST(emas_low).plot(axes=axes, color='b', linestyle=':', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
#axes.plot(emas, '-b', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
#axes.plot(emas_high, ':b', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
#axes.plot(emas_low, ':b', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
fy1 = [ i for i in emas_low]
fy2 = [ i for i in emas_high]
axes.fill_between(range(emas_len),fy1,fy2,alpha=0.2, color='y' )
def _draw_ema_pipe(axes, kdata, ema, n=22, w=0.10):
emas = [i for i in ema]
p = _find_ema_coefficient(list(CLOSE(kdata)), emas, number=66, percent=0.95) if w=='auto' else w
emas_high = [i+i*p for i in emas]
emas_low = [i-i*p for i in emas]
emas_len = len(emas)
PRICELIST(emas).plot(axes=axes, color='b', linestyle='-', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
PRICELIST(emas_high).plot(axes=axes, color='b', linestyle=':', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
PRICELIST(emas_low).plot(axes=axes, color='b', linestyle=':', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
#axes.plot(emas, '-b', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
#axes.plot(emas_high, ':b', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
#axes.plot(emas_low, ':b', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
fy1 = [ i for i in emas_low]
fy2 = [ i for i in emas_high]
axes.fill_between(range(emas_len),fy1,fy2,alpha=0.2, color='y' )
def _draw_ema_pipe(axes, kdata, ema, n=22, w=0.10):
emas = [i for i in ema]
p = _find_ema_coefficient(list(CLOSE(kdata)), emas, number=66, percent=0.95) if w=='auto' else w
emas_high = [i+i*p for i in emas]
emas_low = [i-i*p for i in emas]
emas_len = len(emas)
PRICELIST(emas).plot(axes=axes, color='b', linestyle='-', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
PRICELIST(emas_high).plot(axes=axes, color='b', linestyle=':', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
PRICELIST(emas_low).plot(axes=axes, color='b', linestyle=':', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
#axes.plot(emas, '-b', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
#axes.plot(emas_high, ':b', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
#axes.plot(emas_low, ':b', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
fy1 = [ i for i in emas_low]
fy2 = [ i for i in emas_high]
axes.fill_between(range(emas_len),fy1,fy2,alpha=0.2, color='y' )
fast_op = AMA(n = n)
slow_op = EMA(n = 2*n)(fast_op)
sg = SG_Cross(fast_op, slow_op)
sg.plot(axes = ax1, kdata = kdata)
ind = slow_op(kdata)
ind.name = "EMA(CAMA)"
ind.plot(axes = ax1, color = 'm', legend_on = True)
elif sg_type == 'SINGLE':
sg = SG_Single(cama, filter_n = filter_n, filter_p = filter_p)
sg.plot(axes = ax1, kdata = kdata)
else:
print("sg_type only in ('CORSS', 'SINGLE')")
cer = PRICELIST(cama, 1)
label = "ER(%s)" % cer[-1]
cer.plot(axes=ax2, color='b', marker='o', label=label,
legend_on=False, text_on=True)
total = len(kdata)
CVAL(0.8, total).plot(axes=ax2,color='r',linestyle='--')
CVAL(-0.6, total).plot(axes=ax2,color='r',linestyle='--')
CVAL(-0.8, total).plot(axes=ax2,color='r',linestyle='--')
CVAL(0, total).plot(axes=ax2,color='k',linestyle='-')
#ax2.hlines(0.8,0,len(kdata),color='r',linestyle='--')
#ax2.hlines(-0.6,0,len(kdata),color='r',linestyle='--')
#ax2.hlines(-0.8,0,len(kdata),color='r',linestyle='--')
#ax2.hlines(0,0,len(kdata))
ax1.set_xlim((0, len(kdata)))
ax_set_locator_formatter(ax1, kdata.getDatetimeList(), query.kType)
def _draw_ema_pipe(axes, kdata, ema, n=22, w=0.10):
emas = [i for i in ema]
p = _find_ema_coefficient(list(CLOSE(kdata)), emas, number=66, percent=0.95) if w=='auto' else w
emas_high = [i+i*p for i in emas]
emas_low = [i-i*p for i in emas]
emas_len = len(emas)
PRICELIST(emas).plot(axes=axes, color='b', linestyle='-', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
PRICELIST(emas_high).plot(axes=axes, color='b', linestyle=':', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
PRICELIST(emas_low).plot(axes=axes, color='b', linestyle=':', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
#axes.plot(emas, '-b', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
#axes.plot(emas_high, ':b', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
#axes.plot(emas_low, ':b', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
fy1 = [ i for i in emas_low]
fy2 = [ i for i in emas_high]
axes.fill_between(range(emas_len),fy1,fy2,alpha=0.2, color='y' )
def _draw_ema_pipe(axes, kdata, ema, n=22, w=0.10):
emas = [i for i in ema]
p = _find_ema_coefficient(list(CLOSE(kdata)), emas, number=66, percent=0.95) if w=='auto' else w
emas_high = [i+i*p for i in emas]
emas_low = [i-i*p for i in emas]
emas_len = len(emas)
PRICELIST(emas).plot(axes=axes, color='b', linestyle='-', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
PRICELIST(emas_high).plot(axes=axes, color='b', linestyle=':', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
PRICELIST(emas_low).plot(axes=axes, color='b', linestyle=':', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
#axes.plot(emas, '-b', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
#axes.plot(emas_high, ':b', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
#axes.plot(emas_low, ':b', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
fy1 = [ i for i in emas_low]
fy2 = [ i for i in emas_high]
axes.fill_between(range(emas_len),fy1,fy2,alpha=0.2, color='y' )
def _draw_ema_pipe(axes, kdata, ema, n=22, w=0.10):
emas = [i for i in ema]
p = _find_ema_coefficient(list(CLOSE(kdata)), emas, number=66, percent=0.95) if w=='auto' else w
emas_high = [i+i*p for i in emas]
emas_low = [i-i*p for i in emas]
emas_len = len(emas)
PRICELIST(emas).plot(axes=axes, color='b', linestyle='-', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
PRICELIST(emas_high).plot(axes=axes, color='b', linestyle=':', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
PRICELIST(emas_low).plot(axes=axes, color='b', linestyle=':', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
#axes.plot(emas, '-b', label='%s(%s) %.2f'%(ema.name, n, emas[-1]))
#axes.plot(emas_high, ':b', label='U%s(%.2f%%) %.2f'%(ema.name, p*100, emas_high[-1]))
#axes.plot(emas_low, ':b', label='L%s(%.2f%%) %.2f'%(ema.name, p*100, emas_low[-1]))
fy1 = [ i for i in emas_low]
fy2 = [ i for i in emas_high]
axes.fill_between(range(emas_len),fy1,fy2,alpha=0.2, color='y' )
a = POS(block, query, SG_Flex(AMA(n = 3), 6))
a.name = "POS(3)"
a.plot(axes=ax2, color='b', marker='.', legend_on=True)
a = POS(block, query, SG_Flex(AMA(n = 30), 60))
a.name = "POS(30)"
a.plot(axes=ax2, color='g', marker='.', legend_on=True)
total = len(kdata)
CVAL(0.8, total).plot(axes=ax2,color='r',linestyle='--')
CVAL(0.2, total).plot(axes=ax2,color='r',linestyle='--')
#ax2.hlines(0.8,0,len(kdata),color='r',linestyle='--')
#ax2.hlines(0.2,0,len(kdata),color='r',linestyle='--')
if ama1.name == "AMA":
cer = PRICELIST(cama, 1)
label = "ER(%s)" % cer[-1]
cer.plot(axes=ax3, color='b', marker='.', label=label,
legend_on=False, text_on=True)
CVAL(0.8, total).plot(axes=ax2,color='r',linestyle='--')
CVAL(-0.6, total).plot(axes=ax2,color='r',linestyle='--')
CVAL(-0.8, total).plot(axes=ax2,color='r',linestyle='--')
CVAL(0, total).plot(axes=ax2,color='k',linestyle='-')
#ax3.hlines(0.8,0,len(kdata),color='r',linestyle='--')
#ax3.hlines(-0.6,0,len(kdata),color='r',linestyle='--')
#ax3.hlines(-0.8,0,len(kdata),color='r',linestyle='--')
#ax3.hlines(0,0,len(kdata))
else:
ax_draw_macd(ax2, kdata)
#ax2.set_ylim(-1, 1)
ax1.set_xlim((0, len(kdata)))