diff options
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 @@ +-1.5488180896875257, 4.96222478155441, 6.1271622482436925 +-6.605750842464387, -0.8590236286967006, -7.0511508832319825 +1.0195264294754658, -0.8703938420565276, 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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 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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') |
