updated the source files

94 files changed, 481358 insertions, 45 deletions

diff --git a/src/python/average_force.py b/src/python/average_force.py
new file mode 100755
index 0000000..a3a3146
--- /dev/null
+++ b/src/python/average_force.py
@@ -0,0 +1,109 @@
+#!/usr/bin/env python
+
+# import stuff
+import sys
+import matplotlib.pyplot as plt
+import numpy as np
+import time
+from subprocess import call
+
+# define from where to get the star data
+path = "stars/" + sys.argv[1] + ".csv"
+
+# define a list to store the coordinates
+listx = []
+listy = []
+listz = []
+list_force = []
+
+# define constants
+G = 6.674e-11
+
+def glaw(m1, m2, a1, b1):
+    a = m1 * m2
+    b = np.power(a1 - b1, 2)
+    c = np.sqrt(b)
+    d = a / c
+    e = G * d
+    return e
+
+# start the timer
+start = time.time()
+
+# open the data file
+with open(path) as f:
+
+    # read the individial lines from the data file
+    data = f.readlines()
+
+    # for each line
+    for i in range(0, len(data)):
+
+        # parse the first value in each line
+        v_i_x = data[i].split(", ")[0]
+        v_i_y = data[i].split(", ")[1]
+        v_i_z = data[i].split(", ")[2]
+
+        print("{:20}{:20}{:20}".format("v_i_x", "v_j_x", "v_f_x"))
+        # print it
+        # print("{:20}{:20}{:20}".format(v_i_x, v_i_y, v_i_z))
+
+        # append it to lista for further usage
+        listx.append(v_i_x)
+        listy.append(v_i_y)
+        listy.append(v_i_z)
+
+        for j in range(0, len(data)):
+            v_j_x = data[j].split(", ")[0].strip("\n")
+            v_j_y = data[j].split(", ")[1].strip("\n")
+            v_j_z = data[j].split(", ")[2].strip("\n")
+
+            if(v_j_x != v_i_x):
+                pv_f_x = glaw(int(1), int(2), float(v_i_x), float(v_j_x))
+                print("{:20}{:20}{:20}".format(v_i_x.strip("\n"), v_j_x, v_f_x))
+
+            if(v_j_y != v_i_y):
+                v_f_y = glaw(int(1), int(2), float(v_i_y), float(v_j_y))
+                print("{:20}{:20}{:20}".format(v_i_y.strip("\n"), v_j_y, v_f_y))
+
+            if(v_j_z != v_i_z):
+                v_f_z = glaw(int(1), int(2), float(v_i_z), float(v_j_z))
+                print("{:20}{:20}{:20}".format(v_i_z.strip("\n"), v_j_z, v_f_z))
+
+
+        print("---\n")
+
+print("")
+end = time.time()
+whole_time = end - start
+out = ">> Finished calculating the forces in " + str(whole_time) + " seconds\n"
+print(out)
+
+try:
+    call(["telegram-send", "--pre", str(out) ])
+except Exception:
+    print("Failed to send telegram message D:")
+
+
+# # initialize some variables
+# sum_a = 0
+# avarage_a = 0
+#
+# # calculate the average value
+# for i in range(0, 40):
+#     sum_a += float(lista[i])
+#
+# # calculate the average
+# avarage_a = sum_a / 40
+#
+# # print the average
+# print("avarage_a: " + str(avarage_a))
+
+# sort lista and store the result in listb
+# listb = sorted(lista)
+
+# plot listb using a normal line, red color and round markers
+# plt.plot(lista, "-ro")
+
+# dispaly the plot
+# plt.show()
diff --git a/src/python/cell_stars/1.csv b/src/python/cell_stars/1.csv
new file mode 100644
index 0000000..a074628
--- /dev/null
+++ b/src/python/cell_stars/1.csv
@@ -0,0 +1,300 @@
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+-9.134029872527485, 1.264791732997999, 1.0828679852507967
+-3.6611668018875854, 9.437941790677705, 4.603497312454488
+4.218438291423523, -6.333040980022853, 0.41340872924598315
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+-5.084652766949434, 1.4330437354410126, 9.985915984871557
+-2.1274662507734394, 5.170568625030448, 0.2128272481924256
+-7.742523497151681, -6.450473150675671, 1.4990073876894563
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+6.997040255190662, -0.951657430549627, 3.291082371066807
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+1.3352195024479272, -4.970468507360055, 9.061987580732431
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+-8.037337258635915, 0.9851305072649943, 4.6121575269527995
+-6.45964189482523, -5.072216422284697, 3.3376726065526086
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+-9.228858238062458, 4.639850972905171, -9.172477693111816
+-1.332502127641595, 1.5303513219533826, -7.762073092825594
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+-0.4391979461438176, 1.8384142685560878, 3.338944484174114
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+-8.087420852364692, 3.942612831922947, 5.921730054697418
+-3.9003694645361193, -6.623886041942613, -4.0013867452213585
+-0.5876961676483212, -3.472141863423303, -1.63878791964731
+-2.424210915831228, -5.948085574251117, 9.019624775477308
+2.823176182099939, 2.043071601079804, -5.761852209807095
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+0.7172219947358744, -3.937526278014108, -1.9875291727953375
+9.97278791492392, 1.239904368549622, -3.9212154591341797
+-9.706273650778153, -3.5687862070266156, -1.9322231892332464
+-2.060290576067798, -6.749618211515922, 2.0278830827793364
+-2.688080324814095, -9.990216962522835, 4.247568781544128
+-5.9873721989806805, 6.645588082891106, 2.6545854160296383
+7.250018118667207, -5.984320262208507, -5.787548019921751
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+7.910735627626217, -7.00852262582284, -5.4399483804156334
+-9.762915945434099, -9.53240273081413, 0.7324293273658338
+3.760150721452611, 5.852934763232874, 3.595205535405807
+-5.262936049086195, -6.6128206035902455, -5.785601500386452
+-1.2652224446550786, 1.7432509170946826, 3.6397584825643783
+9.535392403653816, 0.34782223334060447, -3.169083260186003
+-8.313191872237866, 0.5593936396860322, -3.0137112675432594
+2.8261722201114594, 8.095670673041568, -5.361517354730497
+-4.4646299212978775, 2.0083289622244216, -5.505970793390544
+-8.570731616369574, 3.7492976061807664, 3.6856929374796508
+5.9829899969493425, -1.083368241534064, -5.832372474532772
diff --git a/src/python/cells.py b/src/python/cells.py
index abafcf0..3304296 100755
--- a/src/python/cells.py
+++ b/src/python/cells.py
@@ -1,14 +1,62 @@
 #!/usr/bin/env python
 
 import numpy as np
+from numpy import genfromtxt
+import json
+import bpy
+import time
+import sys
 
-num = 1e6
+num = 100                   # number of stars that should be generated
+range_max = 10              # define the range in which the coordinates should be generated
+axes = 3                    # define the number of axes
+data = "galaxy"             # define the name of the galaxy
+path = "cell_stars/1.csv"   # define the path where the galaxy should be saved
 
 # generate random coordinates
-rand_a = (np.random.rand(num, 3) * 2000) - 1000
-print(rand_a)
+# rand_a = (np.random.rand(num, axes) * 2 * rand_range) - rand_range
 
-# Out goal is to define a 6D array in wich the first three dimension describe
-# the a point, in out case, the corner of a cell containing some stars.
-# The other three dimensions are used to store a vector descibing the overall
-# forces in the cell.
+
+for i in range(0, num, 1):
+
+    # generate the random star-coordinates
+    x = np.random.uniform(-range_max, range_max, size=1)
+    y = np.random.uniform(-range_max, range_max, size=1)
+    z = np.random.uniform(-range_max, range_max, size=1)
+
+    with open(path, "a") as star_data:
+        x_a = str(float(x)) + ", "
+        y_a = str(float(y)) + ", "
+        z_a = str(float(z))
+
+        star_data.write(x_a + y_a + z_a + "\n")
+
+for data in path:
+    verts = genfromtxt(path, delimiter=', ', skip_header=0, usecols = (0, 1, 2))
+
+    # create mesh and object
+    mesh = bpy.data.meshes.new(data)
+    object = bpy.data.objects.new(data,mesh)
+
+    # set mesh location
+    object.location = bpy.context.scene.cursor_location
+    bpy.context.scene.objects.link(object)
+
+    # create mesh from python data
+    mesh.from_pydata(verts,[],[])
+    mesh.update(calc_edges=True)
+
+    bpy.ops.object.select_all(action='SELECT')
+
+# parsed_json = json.loads(stars)
+# print(parsed_json["s1"])
+#
+#
+# # The Vector array contains vectors describing forces acting inside the cells.
+# cell_num = 3            # number of cells
+#
+# vector_arr = np.zeros((cell_num, cell_num, cell_num))
+#
+# vector_arr[0][1][2] = Vector(1, 2, 3)
+#
+# print(vector_arr[0])
diff --git a/src/python/coord.py b/src/python/coord.py
index d4bab31..b033f9d 100755
--- a/src/python/coord.py
+++ b/src/python/coord.py
@@ -9,22 +9,17 @@ from subprocess import call
 # define the number of stars that should be generated
 nos = int(sys.argv[1])
 
-# define some arrays for storing the values
-arr_stars = np.zeros((int(nos), 3))
-arr_saved_stars = np.zeros((int(nos), 3))
-
 # define various paths
 path = "data/2e7.csv"
 save_path = "stars/" + sys.argv[2] + ".csv"
-# star13 -> 586 stars
 
 # define the random-value range [rho_min; rho_max]
 rand_min = 0
 rand_max = 1477.1586582000994
 
 # define the range (size) of the galaxy
-range_min = -1e7
-range_max = 1e7
+range_min = -1e8
+range_max = -range_min
 
 # main function
 def main():
@@ -32,19 +27,16 @@ def main():
     # define the variables for storing the amount of stars kept or kicked away
     stars_kept = 0
     stars_kicked = 0
-    i = 0
 
     # start the timer
     start = time.time()
 
     # open the rho file
     with open(path) as data:
-
         # read out the lines from the rho file
         rho_file = data.readlines()
 
         # for every star...
-        # for i in range(0, nos):
         while(stars_kept < nos):
 
             # generate the random star-coordinates
@@ -54,22 +46,20 @@ def main():
 
             # calculate the distance of the star to the center of the galaxy
             r = np.sqrt(pow(x, 2) + pow(y, 2) + pow(z, 2))
-            # print(round(int(r), 0))
 
             # generate a random value in the range [rand_min; rand_max]
             a = np.random.uniform(rand_min, rand_max, size=1)
 
             # read out the corresponding rho value from the lookuptable (rho-file)
-            b = float(rho_file[round(int(r), 0)].split(", ")[1].strip("\n"))
+            b = float(rho_file[round(int(r / 10), 0)].split(", ")[1].strip("\n"))
 
             # if the random value is smaller than the corresponding rho value
             if(a < b):
-                # add the coordinate to arr_saved_stars
-                arr_saved_stars[stars_kept][0] = x
-                arr_saved_stars[stars_kept][1] = y
-                arr_saved_stars[stars_kept][2] = z
 
-                # increment the star_kept counter
+                with open(save_path, "a") as stars_data:
+                    stars_data.write(str(float(x)) + ", " + str(float(y)) + ", " + str(float(z)) + "\n")
+
+                # increment the stars_kept counter
                 stars_kept += 1
                 print(stars_kept)
 
@@ -77,32 +67,14 @@ def main():
                 # increment the star_kicked counter
                 stars_kicked += 1
 
-            # increment i
-            i = i + 1
-
     print("")
     end = time.time()
     whole_time = end - start
     out = ">> Finished generating stars in " + str(whole_time) + " seconds\n"
     print(out)
 
-    # write the star coordinates to a file
-    start_write_file = time.time()
-    print(">> Writing the star-data to " + save_path)
-    with open(save_path, "a") as stars_data:
-        for i in range(0, nos):
-            x = arr_saved_stars[i][0]
-            y = arr_saved_stars[i][1]
-            z = arr_saved_stars[i][2]
-
-            stars_data.write(str(x) + ", " + str(y) + ", " + str(z) + "\n")
-
-    end_write_file = time.time()
-    time_write_file = end_write_file - start_write_file
-    out = ">> Finished writing star-data to " + save_path + " in " + str(round(time_write_file, 4)) + " seconds\n"
-    print(out)
-
-    time_all = whole_time + time_write_file
+    # time_all = whole_time + time_write_file
+    time_all = whole_time
 
     time_min = round(time_all / 60, 1)
 
@@ -120,7 +92,7 @@ def main():
     time_all = time_all % 60
     seconds = int( time_all )
 
-    a = path
+    a = "stars/" + str(sys.argv[2]) + ".csv"
 
     time_a = str(hour) + ":" + str(minutes) + ":" + str(seconds)
     b = "{:<20}{:<20}".format("Time (h:m:s)", time_a )
@@ -131,6 +103,8 @@ def main():
     f = a + "\n" + b + "\n" + c + "\n" + d + "\n" + e
 
     call(["telegram-send", "--pre", str(f) ])
+    call(["telegram-send", "-f", str(a) ])
+
 
 if __name__ == "__main__":
     main()
diff --git a/src/python/draw.py b/src/python/draw.py
new file mode 100644
index 0000000..e672a76
--- /dev/null
+++ b/src/python/draw.py
@@ -0,0 +1,20 @@
+import matplotlib.pyplot as plt
+
+listx = []
+listy = []
+
+with open("testFile.csv") as f:
+    data = f.readlines()
+
+    print(data[1:1000])
+
+    for i in range(0, 1000):
+        listx.append(data[i].split(", ")[0])
+
+
+
+# for value in listx:
+#     print(value, end="\n")
+
+plt.plot(listx)
+plt.show()
diff --git a/src/python/lookup.py b/src/python/lookup.py
new file mode 100755
index 0000000..52e1966
--- /dev/null
+++ b/src/python/lookup.py
@@ -0,0 +1,86 @@
+#!/usr/bin/env python
+
+# Import some libraries
+import math
+import numpy as np
+import matplotlib.pyplot as plt
+import time
+import os
+import sys
+
+# Defining some variables
+sigma = 200
+f_0 = 0.1
+R_s = 1e4
+
+# Defining some constants
+pi = math.pi
+e = math.e
+G = 4.302e-3
+
+# rho function
+def rho(r):
+    a = (1) / (math.sqrt( 2 * pi ) * sigma )
+    b = math.exp( - (phi(r) / sigma ** 2 ) )
+    return a * b
+
+# phi function
+def phi(x):
+    if x == 0:
+        return -4 * pi * f_0 * G * R_s**2
+    else:
+        a = - ( 4 * pi * G * f_0 * R_s ** 3 ) / x
+        b = np.log(1. + (x / R_s) )
+        return a * b
+
+# Defining a list to store the rho-values for plotting
+list_rho = []
+
+# Define the path to where the data should be stored
+path = 'data/' + str(sys.argv[2]) + '.csv'
+
+# get the start time
+start = time.time()
+
+# define the number of stars using system arguments
+stars = int(float(sys.argv[1]))
+
+# open the file where the information should be written to
+with open(path, "a") as data:
+
+    # for every star
+    for i in range(0, stars):
+
+        # calculate the rho value
+        rho_i = rho(i/10)
+
+        # append the rho value to list_rho for plotting
+        # list_rho.append(rho_i)
+
+        # print the distance to the center of the universe and the rho value to
+        # the user
+        print(str(i) + ", " + str(rho_i))
+
+        # write the data into the file
+        data.write(str(i) + ", " + str(rho_i) + "\n")
+
+# get the end time
+end = time.time()
+
+# calculate the runtime
+runtime = end - start
+
+# print some information to the user
+print("\n Runtime: ", end="")
+print(str(runtime) + " seconds")
+
+print(" Stars: " + str(stars))
+
+print(" Rho-values per second: ", end="")
+print(str(stars / runtime))
+
+# plt.plot(list_rho)
+# plt.xscale('log')
+# plt.yscale('log')
+# plt.grid()
+# plt.show()
diff --git a/src/python/nn.py b/src/python/nn.py
new file mode 100755
index 0000000..b36b103
--- /dev/null
+++ b/src/python/nn.py
@@ -0,0 +1,60 @@
+#!/usr/bin/env python
+
+# Import numpy for using matrix operations
+import numpy as np
+
+# define an actovation function
+def sigmoid(x,deriv=False):
+    if(deriv==True):
+        return x*(1-x)
+    return 1/(1+np.exp(-x))
+
+# 0 0 1 0
+# 0 1 1 0
+# 1 0 1 1
+# 1 1 1 1
+
+# define an input matrix
+X = np.array([ [0,0,1], [0,1,1], [1,0,1], [1,1,1] ])
+
+# define an output matrix
+y = np.array([[0,0,1,1]]).T
+
+# seed numpy
+np.random.seed(1)
+
+# generate some weights
+syn0 = 2*np.random.random((3,4)) - 1
+
+# define how often the calculations should be run
+
+n = 100000
+
+# loop
+for i in range(n):
+    # define the first layer
+    l0 = X
+
+    # define the second layer using the first layer and the weights
+    l1 = sigmoid(np.dot(l0,syn0))
+
+    # calculate an error
+    l1_error = y - l1
+
+    # calculate how fatal the error is
+    l1_delta = l1_error * sigmoid(l1,True)
+
+    # adjust the weights
+    syn0 += np.dot(l0.T,l1_delta)
+
+    # print some information
+    if (i % (n / 10000) == 0):
+        print("l1: " + str(l1))
+
+print("")
+print("Output After Training:")
+print(l1)
+
+l0 = np.array([0, 1, 0])
+l1 = sigmoid(np.dot(l0, syn0))
+print(l1)
diff --git a/src/python/plot_lookuptable.py b/src/python/plot_lookuptable.py
new file mode 100755
index 0000000..9d5c6f2
--- /dev/null
+++ b/src/python/plot_lookuptable.py
@@ -0,0 +1,21 @@
+#!/usr/bin/env python3
+
+import matplotlib.pyplot as plt
+
+lookup_arr_a = []
+lookup_arr_b = []
+
+path = "data/2e7.csv"
+
+print("opening data...")
+
+with open(path) as data:
+    print("opened " + path)
+
+    lookup = data.readlines()
+    for i in range(0, len(lookup)):
+        lookup_arr_a.append(lookup[i].split(", ")[0])
+        lookup_arr_b.append(lookup[i].split(", ")[1])
+
+plt.plot(lookup_arr_a, lookup_arr_b)
+plt.show()
diff --git a/src/python/stars/1.csv b/src/python/stars/1.csv
new file mode 100644
index 0000000..ede18b9
--- /dev/null
+++ b/src/python/stars/1.csv
@@ -0,0 +1,100 @@
+6983884.50648, -1813436.63488, -2820390.7511
+-6638817.62037, -9089323.48903, -9513540.06753
+7077158.33006, -9015536.09418, 680161.12694
+-8103988.95021, 6313135.57106, -4253830.20826
+2340532.2817, 5273880.00522, 9246247.31451
+283447.698168, -1503235.62215, -7762962.94839
+-1320134.18036, 5454964.62308, 1908631.71542
+-90055.103232, -6915918.10898, -8766477.87236
+-4630733.84081, 1379649.5946, -8654202.72403
+-7737085.22908, 891575.737886, 9468299.14598
+7939459.15149, 6796866.0703, 5865731.4282
+4325834.31422, 7377553.79883, 2149080.75887
+-7561743.86113, -9239205.60737, -8146173.92389
+-69686.7378312, -3942547.62918, 8466928.36648
+-235015.545942, -4406456.45486, 7182610.50687
+4740854.37516, 8391180.0316, -4976567.45577
+-2707221.04805, -5276870.69235, -6388411.57811
+-631999.258177, 2617436.01724, -4607486.18073
+1040983.12786, 7007343.91809, 9841684.27811
+272770.007671, 5209011.0737, -5605569.41344
+1831179.76958, -2007802.01748, 3045552.64662
+2886010.23486, -500918.255834, -5002448.75033
+-751860.170854, 354475.289615, -258120.864311
+502074.245874, -9601354.7281, -8254702.37253
+2533466.00006, 43555.7302543, 2162628.00372
+-9654675.43985, -3086045.54997, -9356398.18607
+-3944861.22983, -8598401.14935, 7445755.45353
+6782848.26842, 6904068.54913, 6052748.03224
+2536676.4506, -921090.553421, -1277134.08442
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index 0000000..084ed26
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diff --git a/src/python/stars/R5.csv b/src/python/stars/R5.csv
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index 0000000..0e24875
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diff --git a/src/python/stars/S5.csv b/src/python/stars/S5.csv
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index 0000000..d6dded4
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index 0000000..384afea
--- /dev/null
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diff --git a/src/python/stars/S_ALL.csv b/src/python/stars/S_ALL.csv
new file mode 100644
index 0000000..fc6966c
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diff --git a/src/python/stars/U2.csv b/src/python/stars/U2.csv
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index 0000000..098f4aa
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diff --git a/src/python/stars/U3.csv b/src/python/stars/U3.csv
new file mode 100644
index 0000000..112c517
--- /dev/null
+++ b/src/python/stars/U3.csv
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diff --git a/src/python/stars/U4.csv b/src/python/stars/U4.csv
new file mode 100644
index 0000000..2ed0f42
--- /dev/null
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index 0000000..25449d0
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diff --git a/src/python/stars/U_ALL.csv b/src/python/stars/U_ALL.csv
new file mode 100644
index 0000000..661272a
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new file mode 100644
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diff --git a/src/python/stars/e2.csv b/src/python/stars/e2.csv
new file mode 100644
index 0000000..b8b9666
--- /dev/null
+++ b/src/python/stars/e2.csv
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index 0000000..892f396
--- /dev/null
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diff --git a/src/python/stars/e8#.csv b/src/python/stars/e8#.csv
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diff --git a/src/python/stars/e9.csv b/src/python/stars/e9.csv
new file mode 100644
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diff --git a/src/python/stars/final_star12.csv b/src/python/stars/final_star12.csv
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index 0000000..988cd82
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diff --git a/src/python/stars/final_star15.csv b/src/python/stars/final_star15.csv
new file mode 100644
index 0000000..9f2a933
--- /dev/null
+++ b/src/python/stars/final_star15.csv
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diff --git a/src/python/stars/metadata.md b/src/python/stars/metadata.md
new file mode 100644
index 0000000..aa8b209
--- /dev/null
+++ b/src/python/stars/metadata.md
@@ -0,0 +1,9 @@
+# Metadata
+
+##### 15.csv
+- 1e3 stars, [-1e7; 1e7] range
+- x1, x2, x3
+
+##### e10
+- 1e3 stars, [-1e7; 1e7] range
+- x1, x2, x3
diff --git a/src/python/view.py b/src/python/view.py
new file mode 100644
index 0000000..8b802b6
--- /dev/null
+++ b/src/python/view.py
@@ -0,0 +1,30 @@
+import bpy
+from numpy import genfromtxt
+import os
+import sys
+
+directory = "other_stars/"
+
+files = [sys.argv[4] + ".csv"]
+
+for data in files:
+    path = str(directory) + str(data)
+    print(path)
+
+    verts = genfromtxt(path, delimiter=' ', skip_header=0, usecols = (0, 1, 2))
+
+    #print(verts)
+
+    # create mesh and object
+    mesh = bpy.data.meshes.new(data)
+    object = bpy.data.objects.new(data,mesh)
+
+    # set mesh location
+    object.location = bpy.context.scene.cursor_location
+    bpy.context.scene.objects.link(object)
+
+    # create mesh from python data
+    mesh.from_pydata(verts,[],[])
+    mesh.update(calc_edges=True)
+
+    bpy.ops.object.select_all(action='SELECT')