The function np.loadtxt can be used to read csv-like files:
# File:
# # Col_1 Col_2
# 1, 1
# 2, 4
# 3, 9
np.loadtxt('/path/to/dir/csvlike.txt', delimiter=',', comments='#')
# Output:
# array([[ 1., 1.],
# [ 2., 4.],
# [ 3., 9.]])
The same file could be read ...