How to get coordinates together with clusters

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Python

clustering

I'm applying kmedoid method to cluster group of points stored in a text file as x and y. The code I'm using results only a file of clusters to which the points belong, something like this:

2
2
4
5
2
2
.
.
2
1
3

but I want to get the points coordinates together with its cluster number like this:
1.056 2.0546 2
1.128 2.1546 3
.
.
How to get this?

What I have tried:

This is the code I'm using:

from sklearn_extra.cluster import KMedoids
import numpy as np
point_cloud = np.genfromtxt('D:/Point cloud data/Data mabna 4/Downsampled/Roof_only/New Microsoft Excel Worksheet.txt')
kmedoids = KMedoids(n_clusters=7, random_state=0).fit(point_cloud)
kmedoids.labels_
with open("D:/Point cloud data/Data mabna 4/Downsampled/Roof_only/Microsoft Excel Worksheet.txt", 'w') as f:
    for i in range(len(kmedoids.labels_)):
        f.write("{}\n".format(str(kmedoids.labels_[i])))