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Hello @LEE,
You can use open3D Library for that I think that is the best. You also can use a sample code snippet that is below,
import open3d as o3d
import numpy as np
point_cloud = []
for i in glob.glob("dataset/3.6/*/*.pcd"): # * means inner directory
pcd = o3d.io.read_point_cloud(i)
a = np.array(pcd.points)
point_cloud.append(a)