I would like to extract coordinates to a .csv file with the brackets and comma delimiter format (x,y).
I have a 4x4 matrix written as a list (network1) and need to identify the coordinates where a 1 occurs to then export these coordinates to a .csv file.
The code below was suggested by another user which works great for a different set of data, although I need to adjust this a bit further to suit this format.
I expect there is only a small modification needed in the existing code which is below.
import numpy as np
import pandas as pd
network1 = [0,1,0,0,0,0,1,0,0,0,1,1,0,0,1,1]
network1_matrix = np.array(network1).reshape(4, 4)
coordinates = np.transpose(np.where(network1_matrix == 1))
result_df = pd.DataFrame({'1': coordinates[:, 0] + 1, '2': coordinates[:, 1] + 1})
result_df = result_df.append({'1': ';', '2': ''}, ignore_index=True)
result_df.columns = ['set A :=', '']
result_df.to_csv('result.csv', sep=' ', index=False)
This produces an output as follows (I have included results from a text file for greater clarity):
For this specific output, I need it in the following format:
I would greatly appreciate the assistance to complete the following as per the second image:
Thanks a lot for the help!
Using Pandas is overkill here.
Here is a simplified version of the program, which correctly outputs CSV:
import csv
import numpy as np
arr = [0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 1, 1]
arr = np.array(arr).reshape(4, 4)
print(arr)
coords = np.where(arr == 1)
print(coords)
with open("resources/test.csv", "w") as file_out:
writer = csv.writer(file_out)
writer.writerow(('x', 'y'))
writer.writerows(zip(*coords))
Contents of the output file:
x,y
0,1
1,2
2,2
2,3
3,2
3,3
If you want to output tuples, replace the context manager above with the following:
with open("resources/text.txt", "w") as file_out:
for curr_coords in zip(*coords):
file_out.write(str(curr_coords) + '\n')
Contents of the output file:
(0, 1)
(1, 2)
(2, 2)
(2, 3)
(3, 2)
(3, 3)