Modified Arithimitic for Price Change Function

basedafdev · Sep 2, 2018 · 09e74b0 · 09e74b0
1 parent 55299cc
commit 09e74b0
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diff --git a/__pycache__/company.cpython-36.pyc b/__pycache__/company.cpython-36.pyc
diff --git a/__pycache__/directory.cpython-36.pyc b/__pycache__/directory.cpython-36.pyc
diff --git a/__pycache__/load_files.cpython-36.pyc b/__pycache__/load_files.cpython-36.pyc
diff --git a/analytics.py b/analytics.py
@@ -0,0 +1,30 @@
+from directory import Directory
+from company import Company
+from directory import selectionSort
+def probability_of_returns(og_date, directory):
+    temp = Company('GOOG')
+    date = temp.dates.index(og_date)
+    next_date = date+8
+    results = directory.get_reversals_up(og_date)
+    selectionSort(results[1], results[0],1)
+    results = results[0]
+    print(len(results))
+    probability = 0
+    for company in results:
+        change = 0
+
+        change = company.get_average_rate(company.dates[date],company.dates[next_date],"PRICE")
+        print(company, change)
+
+        if change < 0:
+            probability += 1
+
+    probability /= len(results)
+    print(probability)
+def gains(og_date, directory):
+    pass
+if __name__  == "__main__":
+    x = Directory()
+    probability_of_returns(20180618,x)
+    probability_of_returns(20180619,x)
+    probability_of_returns(20180620,x)
diff --git a/company.py b/company.py
@@ -83,28 +83,7 @@ def get_change_in_price(self, start, end):
         end_index = self.dates.index(end)
         return (self.close_prices[end_index] - self.open_prices[start_index])/self.open_prices[start_index]
 
-    def get_average_rate(self, start: int, end: int, category: str):
-        """
-        Return the average rate of change for a specific time-range
-        start: start_date int
-        end: end_date int
-        category: price or volume
-        """
-
-        if start not in self.dates or end not in self.dates:
-            raise IndexError
 
-        start_index = self.dates.index(start)
-        end_index = self.dates.index(end)
-
-        if category == "PRICE":
-            return (self.close_prices[start_index] +\
-                    ((self.close_prices[end_index]-self.close_prices[start_index])/ \
-                    (end_index-start_index)))/self.close_prices[start_index] - 1
-        else:
-            return (self.volumes[start_index] + \
-                    ((self.volumes[end_index]-self.volumes[start_index])/\
-                    (end_index-start_index)))/self.volumes[start_index] - 1
 
     def getavg(self, start: int, end: int, category: str):
         """

diff --git a/company_library/AABA.csv b/company_library/AABA.csv
@@ -1,35 +1,4 @@
 symbol,begins_at,close_price,high_price,interpolated,low_price,open_price,session,volume
-AABA,2017-07-20,58.450000,58.580000,False,58.020000,58.460000,reg,8756962
-AABA,2017-07-21,58.160000,58.400000,False,57.760000,58.190000,reg,8832362
-AABA,2017-07-24,58.150000,58.500000,False,58.020000,58.280000,reg,3671434
-AABA,2017-07-25,58.070000,58.365000,False,57.865000,57.980000,reg,3264422
-AABA,2017-07-26,58.900000,59.030000,False,57.930000,57.950000,reg,5443708
-AABA,2017-07-27,58.430000,60.215000,False,57.560000,59.610000,reg,8395031
-AABA,2017-07-28,59.200000,59.640000,False,57.980000,58.110000,reg,5871045
-AABA,2017-07-31,58.400000,59.890000,False,58.070000,59.700000,reg,6738130
-AABA,2017-08-01,58.500000,58.800000,False,58.110000,58.600000,reg,4164450
-AABA,2017-08-02,57.660000,59.250000,False,56.900000,58.950000,reg,5846199
-AABA,2017-08-03,58.150000,58.330000,False,57.130000,57.870000,reg,4726578
-AABA,2017-08-04,58.510000,58.570000,False,58.013600,58.430000,reg,7330487
-AABA,2017-08-07,60.030000,60.160000,False,58.756300,58.850000,reg,5540180
-AABA,2017-08-08,59.860000,60.440000,False,59.620000,59.770000,reg,4207240
-AABA,2017-08-09,59.770000,59.950000,False,59.070000,59.230000,reg,3071198
-AABA,2017-08-10,58.030000,59.510000,False,57.870000,59.170000,reg,4420250
-AABA,2017-08-11,57.920000,58.232500,False,56.840000,57.780000,reg,5552460
-AABA,2017-08-14,58.870000,59.020000,False,58.500000,58.700000,reg,7409532
-AABA,2017-08-15,59.990000,60.135000,False,58.790000,59.280000,reg,7863461
-AABA,2017-08-16,60.650000,60.850000,False,60.210000,60.430000,reg,7640557
-AABA,2017-08-17,62.200000,63.460000,False,62.090000,63.050000,reg,11943624
-AABA,2017-08-18,63.070000,63.700000,False,62.055000,62.360000,reg,13009004
-AABA,2017-08-21,63.600000,64.000000,False,62.900000,63.150000,reg,4594092
-AABA,2017-08-22,65.420000,65.520000,False,63.755000,63.760000,reg,5627242
-AABA,2017-08-23,65.820000,66.000000,False,64.640000,65.010000,reg,4131526
-AABA,2017-08-24,65.500000,66.199900,False,65.340000,66.060000,reg,4055765
-AABA,2017-08-25,64.510000,65.560000,False,64.260000,65.410000,reg,5941278
-AABA,2017-08-28,63.530000,64.430000,False,63.130000,64.430000,reg,5567391
-AABA,2017-08-29,63.170000,63.720000,False,62.100000,62.300000,reg,3590107
-AABA,2017-08-30,64.160000,64.580000,False,63.630000,63.650000,reg,5288699
-AABA,2017-08-31,64.080000,64.760000,False,63.835000,64.500000,reg,3676518
 AABA,2017-09-01,64.050000,64.380000,False,63.860000,64.170000,reg,2191331
 AABA,2017-09-05,63.860000,64.300000,False,63.280000,63.530000,reg,3277325
 AABA,2017-09-06,63.320000,64.278700,False,62.900000,63.710000,reg,4875988
@@ -251,3 +220,34 @@ AABA,2018-07-16,74.660000,74.890000,False,74.080000,74.310000,reg,9835239
 AABA,2018-07-17,75.360000,75.550000,False,73.620000,73.980000,reg,8570675
 AABA,2018-07-18,74.660000,75.570000,False,74.471100,75.440000,reg,11081304
 AABA,2018-07-19,73.360000,74.290000,False,73.140000,74.140000,reg,8135164
+AABA,2018-07-20,73.270000,74.070000,False,73.030000,73.600000,reg,7184869
+AABA,2018-07-23,73.150000,73.450000,False,72.310000,73.100000,reg,6877046
+AABA,2018-07-24,74.150000,75.660000,False,73.910800,74.160000,reg,12963288
+AABA,2018-07-25,77.530000,77.720000,False,74.290000,74.290000,reg,9100834
+AABA,2018-07-26,76.190000,76.790000,False,75.530000,76.150000,reg,10315811
+AABA,2018-07-27,74.100000,77.000000,False,73.210000,76.890000,reg,15501759
+AABA,2018-07-30,72.390000,74.580000,False,71.320000,74.330000,reg,19783664
+AABA,2018-07-31,73.450000,74.100000,False,72.160000,73.140000,reg,18425155
+AABA,2018-08-01,73.180000,74.590000,False,72.670000,73.200000,reg,22297599
+AABA,2018-08-02,72.090000,72.220000,False,71.030000,71.800000,reg,26039039
+AABA,2018-08-03,71.580000,72.750000,False,71.310000,72.740000,reg,25890977
+AABA,2018-08-06,70.890000,71.510000,False,70.320000,71.380000,reg,35841735
+AABA,2018-08-07,71.500000,72.450000,False,71.240100,71.460000,reg,11515375
+AABA,2018-08-08,70.990000,71.750000,False,70.460000,71.750000,reg,22470346
+AABA,2018-08-09,70.490000,71.450000,False,70.310000,70.820000,reg,37448086
+AABA,2018-08-10,70.970000,71.440000,False,69.770000,69.840000,reg,25773369
+AABA,2018-08-13,70.200000,71.202400,False,70.080000,71.140000,reg,12439745
+AABA,2018-08-14,68.150000,69.890000,False,67.830000,69.890000,reg,15583842
+AABA,2018-08-15,67.040000,67.110000,False,65.780000,66.180000,reg,9798485
+AABA,2018-08-16,68.140000,69.450000,False,67.930000,67.940000,reg,9290053
+AABA,2018-08-17,68.170000,68.940000,False,67.040000,67.870000,reg,13238109
+AABA,2018-08-20,69.260000,70.270000,False,68.620000,68.840000,reg,11537278
+AABA,2018-08-21,70.250000,70.690000,False,69.610000,69.670000,reg,4675208
+AABA,2018-08-22,70.320000,70.700000,False,69.430000,70.290000,reg,7280936
+AABA,2018-08-23,68.220000,73.150000,False,68.140000,72.510000,reg,27034721
+AABA,2018-08-24,68.900000,69.600000,False,68.170000,69.080000,reg,4898927
+AABA,2018-08-27,70.840000,70.890000,False,69.530000,69.680000,reg,3550185
+AABA,2018-08-28,70.300000,71.450000,False,69.950000,71.280000,reg,3095438
+AABA,2018-08-29,70.430000,70.615000,False,69.870000,70.320000,reg,2642494
+AABA,2018-08-30,69.330000,70.290000,False,69.090000,70.020000,reg,8258839
+AABA,2018-08-31,69.550000,69.930000,False,68.732000,68.900000,reg,5783610