Added function to combine a list of arrays

.idea/.name

@@ -1 +1 @@
-Dataset_Generation_Functions.py
+app.py

Data_Generation/Piecewise_Box_Functions.py

@@ -1,4 +1,3 @@
-import matplotlib.pyplot as plt
 import numpy as np
 from scipy import signal
 
@@ -42,6 +41,8 @@ def hamburger_array(image_size, thickness):
     return A
 
 
+########################################################################################################################
+# The function to add thickness to struts in an array
 def add_thickness(array_original, thickness):
     A = array_original
     if thickness == 0:  # want an array of all 0's for thickness = 0
@@ -56,22 +57,8 @@ def add_thickness(array_original, thickness):
     return A
 
 
-basic = basic_box_array(10, 1)
-densitys = [0.25,0,75,1]
-# multiple = np.repeat(basic, 3, axis=1 +)#np.multiply(basic,densitys)
-
-multiple = np.array([basic]*4, order='C')
-# multiple = np.concatenate(4*[[basic]], axis=0)
-# multiple = np.swapaxes(multiple, 0,2)
-# multiple = np.stack(4*[[basic]], axis=-1)
-
-# multiple = np.moveaxis(multiple, [0], [2])
-print(multiple)
-print(np.shape(multiple))
-multiple = np.multiply(densitys, multiple)
-print(np.shape(multiple))
-# print(multiple)
-plt.imshow((multiple[0]))
-plt.show()
-
-
+# The function to efficiently combine arrays in a list
+def combine_arrays(arrays):
+    output_array = np.sum(arrays, axis=0)  # Add the list of arrays
+    output_array = np.array(output_array > 0, dtype=int)  # Convert all values in array to 1
+    return output_array