06 scale sound
import os
import topogenesis as tg
import pyvista as pv
import trimesh as tm
import numpy as np
import pickle
import csv
#This script scales the data found in the sound.gh file to useable data between 0.0 - 1.0
########################################################################################
#Loading the complete lattice for reference and shape
lattice_path = os.path.relpath("data\lattice_complete_3_6.csv")
envelope_lattice = tg.lattice_from_csv(lattice_path)
shape = envelope_lattice.shape
base_list = np.zeros(shape)
########################################################################################
########################################################################################
#Load the pickled database from sound.gh
full_list = []
for i in range(0,12):
file_path = "data\sound\sound_z_"+str(i)+".txt"
with open(file_path, "rb") as fp: # Unpickling
current_list = pickle.load(fp)
print(current_list)
for j in range(len(current_list)):
full_list.append(current_list[j])
#Translate [x,y,z,val] to latttice with only val
val_list = []
for i in range(len(full_list)):
x = full_list[i][0]
y = full_list[i][1]
z = full_list[i][2]
val = full_list[i][3]
base_list[x][y][z] = val
val_list.append(val)
#Creating a scalar in which min = 0.0 and max = 1.0
max_val = max(val_list)
min_val = min(val_list)
scalar = max_val - min_val
#Scaling the values with the found scalar
for i in range(len(base_list)):
for j in range(len(base_list[0])):
for k in range(len(base_list[0][0])):
if base_list[i][j][k] != 0:
base_list[i][j][k] -= min_val
base_list[i][j][k] /= scalar
temp_val = base_list[i][j][k]-0.5
base_list[i][j][k] = 0.5 - temp_val
#Export the sound lattice
sound_lattice = tg.to_lattice(base_list, envelope_lattice)
csv_path_lattice = os.path.relpath("data\sound_3_6.csv")
sound_lattice.to_csv(csv_path_lattice)
########################################################################################
print("done")
[[[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
...
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]]
[[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
...
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]]
[[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
...
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]]
...
[[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
...
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]]
[[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
...
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]]
[[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
...
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]
[0. 0. 0. ... 0. 0. 0.]]]
[[0, 0, 0, 15061.307351334191], [0, 1, 0, 15066.236937977077], [0, 2, 0, 15071.766655139756], [0, 3, 0, 15077.733821285938], [0, 4, 0, 15083.985583386928], [0, 5, 0, 15090.922720798339], [0, 6, 0, 15098.628157148192], [0, 7, 0, 15106.780375793483], [0, 8, 0, 15115.080878332297], [0, 9, 0, 15123.837013540848], [0, 10, 0, 15133.250595790594], [0, 11, 0, 15143.092257639018], [0, 12, 0, 15152.792471241388], [0, 13, 0, 15162.780684726424], [0, 14, 0, 15173.62220713121], [0, 15, 0, 15185.155974610308], [0, 16, 0, 15196.602533512078], [0, 17, 0, 15208.29334734947], [0, 18, 0, 15221.090515844742], [0, 19, 0, 15234.883265542328], [1, 0, 0, 15042.37419227684], [1, 1, 0, 15047.668033025087], [1, 2, 0, 15053.343581784788], [1, 3, 0, 15059.56412216547], [1, 4, 0, 15066.265834233891], [1, 5, 0, 15073.586819405495], [1, 6, 0, 15081.262772740663], [1, 7, 0, 15089.446228386554], [1, 8, 0, 15097.98070321529], [1, 9, 0, 15106.943903900425], [1, 10, 0, 15116.336642472676], [1, 11, 0, 15126.06685506147], 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Last update: January 25, 2021