More signals

data/signal.py

@@ -5,6 +5,7 @@ import random
 
 import numpy
 import talib
+from scipy.integrate.tests.test_odeint_jac import rhs
 
 
 class Signal:
@@ -33,6 +34,9 @@ class PriceComparisonSignalGenerator:
         rhs_shift = random.randint(0, 10)
         return PriceComparisonSignal(lhs, lhs_shift, rhs, rhs_shift)
     
+    def id(self):
+        return 'Price'
+    
 class PriceComparisonSignal(Signal):
     
     OPEN = 0
@@ -121,6 +125,9 @@ class RsiSignalGenerator:
         threshold = random.randrange(1, 9) * 10
         ineq_type = random.randint(RsiSignal.LT, RsiSignal.GT)
         return RsiSignal(period, threshold, ineq_type, shift)
+    
+    def id(self):
+        return 'RSI'
         
 class RsiSignal(Signal):
     
@@ -176,6 +183,9 @@ class AtrSignalGenerator:
         threshold = random.randint(1, 30) * 0.001
         ineq_type = random.randint(AtrSignal.LT, AtrSignal.GT)
         return AtrSignal(period, threshold, ineq_type)
+    
+    def id(self):
+        return 'ATR'
 
 class AtrSignal(Signal):
     
@@ -230,6 +240,9 @@ class AtrDeltaSignalGenerator:
         ineq_type = random.randint(AtrDeltaSignal.LT, AtrDeltaSignal.GT)
         sign = random.randint(AtrDeltaSignal.PLUS, AtrDeltaSignal.MINUS)
         return AtrDeltaSignal(period, threshold, ineq_type, sign)
+    
+    def id(self):
+        return 'ATR Delta'
             
 class AtrDeltaSignal(Signal):
     
@@ -301,6 +314,9 @@ class DayOfWeekSignalGenerator:
     def generate(self):
         dow = random.randint(0, 6)
         return DayOfWeekSignal(dow)
+    
+    def id(self):
+        return 'Day of week'
         
 
 class DayOfWeekSignal(Signal):
@@ -334,7 +350,9 @@ class DayOfMonthSignalGenerator:
         month_day = random.randint(1, 31)
         ineq_type = random.randint(DayOfMonthSignal.LT, DayOfMonthSignal.GT)
         return DayOfMonthSignal(month_day, ineq_type)
-        
+
+    def id(self):
+        return 'Day of Month'
 
 class DayOfMonthSignal(Signal):
     
@@ -377,6 +395,9 @@ class CrtdrSignalGenerator:
         threshold = 0.05 * random.randint(1, 19)
         return CrtdrSignal(shift, threshold, ineq_type)
     
+    def id(self):
+        return 'CRTDR'
+    
 class CrtdrSignal(Signal):
     
     LT = 0
@@ -435,6 +456,9 @@ class SmaSignalGenerator:
         rhs = random.randint(SmaSignal.OPEN, SmaSignal.CLOSE)
         ineq_sign = random.randint(SmaSignal.LT, SmaSignal.GT)
         return SmaSignal(period, lhs, rhs, ineq_sign)
+    
+    def id(self):
+        return 'SMA'
             
 class SmaSignal(Signal):
     
@@ -513,6 +537,9 @@ class CciSignalGenerator:
         threshold = random.randint(1, 30) * 10
         ineq_type = random.randint(CciSignal.LT, CciSignal.GT)
         return CciSignal(shift, period, threshold, ineq_type)
+    
+    def id(self):
+        return 'CCI'
 
 class CciSignal(Signal):
     
@@ -574,6 +601,9 @@ class BbandsSignalGenerator:
         dev = random.randint(1, 6) * 0.5
         band_type = random.randint(BbandsSignal.UP, BbandsSignal.DOWN)
         return BbandsSignal(period, lhs, rhs, dev, ineq_sign, band_type)
+    
+    def id(self):
+        return 'Bollinger bands'
             
             
 class BbandsSignal(Signal):
@@ -657,5 +687,169 @@ class BbandsSignal(Signal):
         elif component == BbandsSignal.CLOSE:
             return "close"
         else:
-            return "??"    
-            
+            return "??"
+        
+class PivotPointsSignalGenerator:
+    
+    def __init__(self):
+        pass
+    
+    def generate(self):
+        lhs = random.randint(PivotPointsSignal.OPEN, PivotPointsSignal.R3)
+        lhs_shift = random.randint(0, 10)
+        rhs = random.randint(PivotPointsSignal.OPEN, PivotPointsSignal.R3)
+        rhs_shift = random.randint(0, 10)
+        return PivotPointsSignal(lhs, lhs_shift, rhs, rhs_shift)
+    
+    def id(self):
+        return 'Pivot points'
+            
+            
+class PivotPointsSignal(Signal):
+    
+    OPEN = 0
+    HIGH = 1
+    LOW = 2
+    CLOSE = 3
+    
+    PP = 4
+    S1 = 5
+    S2 = 6
+    S3 = 7
+    
+    R1 = 8
+    R2 = 9
+    R3 = 10
+    
+    def __init__(self, lhs, lhs_shift, rhs, rhs_shift):
+        self.lhs = lhs
+        self.lhs_shift = lhs_shift
+        self.rhs = rhs
+        self.rhs_shift = rhs_shift
+        
+    def calculate(self, series):
+        result = []
+        for i in range(0, series.length()):
+            lhs = self.calculate_signal(series, self.lhs, i - self.lhs_shift)
+            rhs = self.calculate_signal(series, self.rhs, i - self.rhs_shift)
+            if i - self.lhs_shift >= 0 and i - self.rhs_shift >= 0:
+                result.append(lhs < rhs)
+            else:
+                result.append(False)
+            
+        return result
+    
+    def calculate_signal(self, series, signal_type, ix):
+        if signal_type == PivotPointsSignal.OPEN:
+            return series.get_open(ix)
+        elif signal_type == PivotPointsSignal.HIGH:
+            return series.get_high(ix)
+        elif signal_type == PivotPointsSignal.LOW:
+            return series.get_low(ix)
+        elif signal_type == PivotPointsSignal.CLOSE:
+            return series.get_close(ix)
+        elif signal_type == PivotPointsSignal.PP:
+            return (series.get_close(ix) + series.get_high(ix) + series.get_low(ix)) / 3
+        elif signal_type == PivotPointsSignal.S1:
+            pp = (series.get_close(ix) + series.get_high(ix) + series.get_low(ix)) / 3
+            return pp * 2 - series.get_high(ix)
+        elif signal_type == PivotPointsSignal.S2:
+            pp = (series.get_close(ix) + series.get_high(ix) + series.get_low(ix)) / 3
+            return pp - series.get_high(ix) + series.get_low(ix)  
+        elif signal_type == PivotPointsSignal.S3:
+            pp = (series.get_close(ix) + series.get_high(ix) + series.get_low(ix)) / 3
+            return pp - 2 * series.get_high(ix) + 2 * series.get_low(ix)
+        elif signal_type == PivotPointsSignal.R1:
+            pp = (series.get_close(ix) + series.get_high(ix) + series.get_low(ix)) / 3
+            return pp * 2 - series.get_low(ix)
+        elif signal_type == PivotPointsSignal.R2:
+            pp = (series.get_close(ix) + series.get_high(ix) + series.get_low(ix)) / 3
+            return pp + series.get_high(ix) - series.get_low(ix)  
+        elif signal_type == PivotPointsSignal.R3:
+            pp = (series.get_close(ix) + series.get_high(ix) + series.get_low(ix)) / 3
+            return pp + 2 * series.get_high(ix) - 2 * series.get_low(ix)
+        
+    
+    def get_text(self):
+        return "{:s}[{:d}] < {:s}[{:d}]".format(self.component_str(self.lhs), self.lhs_shift, self.component_str(self.rhs), self.rhs_shift)
+    
+    def component_str(self, comp_id):
+        if comp_id == PivotPointsSignal.OPEN:
+            return "open"
+        elif comp_id == PivotPointsSignal.HIGH:
+            return "high"
+        elif comp_id == PivotPointsSignal.LOW:
+            return "low"
+        elif comp_id == PivotPointsSignal.CLOSE:
+            return "close"
+        elif comp_id == PivotPointsSignal.PP:
+            return "pivot"
+        elif comp_id == PivotPointsSignal.S1:
+            return "s1"
+        elif comp_id == PivotPointsSignal.S2:
+            return "s2"  
+        elif comp_id == PivotPointsSignal.S3:
+            return "s3"
+        elif comp_id == PivotPointsSignal.R1:
+            return "r1"
+        elif comp_id == PivotPointsSignal.R2:
+            return "r2"  
+        elif comp_id == PivotPointsSignal.R3:
+            return "r3"
+        
+class StochasticSignalGenerator:
+    
+    def __init__(self):
+        pass
+    
+    def generate(self):
+        shift = random.randint(0, 3)
+        period = random.randint(2, 30)
+        period2 = random.randint(2, 30)
+        threshold = random.randrange(1, 9) * 10
+        ineq_type = random.randint(StochasticSignal.LT, StochasticSignal.GT)
+        return StochasticSignal(period, period2, threshold, ineq_type, shift)
+    
+    def id(self):
+        return 'Stochastic'
+        
+
+class StochasticSignal(Signal):
+    
+    LT = 0
+    GT = 1
+    
+    def __init__(self, period, period2, threshold, inequality_type, shift):
+        self.period = period
+        self.period2 = period2
+        self.threshold = threshold
+        self.inequality_type = inequality_type
+        self.shift = shift
+        if inequality_type == StochasticSignal.LT:
+            self.inequality_sign_str = '<'
+        else:
+            self.inequality_sign_str = '>'
+        
+    def calculate(self, series):
+        closes = numpy.array([series.get_close(i) for i in range(0, series.length())])
+        highs = numpy.array([series.get_high(i) for i in range(0, series.length())])
+        lows = numpy.array([series.get_low(i) for i in range(0, series.length())])
+        
+        stoch_k, stoch_d = talib.STOCHF(highs, lows, closes, self.period, self.period2)
+        
+        result = [self.calc_signal(v) for v in stoch_k]
+        if self.shift == 0:
+            return result
+        else:
+            return [False] * self.shift + result[:-self.shift]
+    
+    def calc_signal(self, value):
+        if self.inequality_type == StochasticSignal.LT:
+            return value < self.threshold
+        else:
+            return value > self.threshold
+        
+    def get_text(self):
+        return "stoch(c, {:d})[{:d}] {:s} {:d}".format(self.period, self.shift, self.inequality_sign_str, int(self.threshold))
+    
+    

ui/mainwindow.py

@@ -9,7 +9,8 @@ from data.series import Series
 from data.signal import PriceComparisonSignalGenerator, RsiSignalGenerator,\
     AtrSignalGenerator, DayOfWeekSignalGenerator, CrtdrSignalGenerator,\
     AtrDeltaSignalGenerator, SmaSignalGenerator, DayOfMonthSignalGenerator,\
-    CciSignalGenerator, BbandsSignalGenerator
+    CciSignalGenerator, BbandsSignalGenerator, PivotPointsSignalGenerator,\
+    StochasticSignalGenerator
 from PyQt5.Qt import Qt, QFileDialog, QThread, Q_ARG, QMetaObject
 
 import pyqtgraph
@@ -48,6 +49,8 @@ class MainWindow(QMainWindow, Ui_MainWindow):
         self.solver.add_generator(CrtdrSignalGenerator())
         self.solver.add_generator(CciSignalGenerator())
         self.solver.add_generator(BbandsSignalGenerator())
+        self.solver.add_generator(PivotPointsSignalGenerator())
+        self.solver.add_generator(StochasticSignalGenerator())
         
         params = { 'num_strategies' : self.sb_strategiesNum.value() }
         if self.cb_minTradesFilter.isChecked():