How to randomly select rows of an array in Python with NumPy ?

# import modules
import random
import numpy as np

# create 2D array
data = np.arange(50).reshape((5, 10))

# display original array
print("Array:")
print(data)

# row manipulation
np.random.shuffle(data)

# display random rows
print("\nRandom row:")
rows = data[:1, :]
print(rows)

# import modules
import random
import numpy as np

# create 2D array
data = np.arange(50).reshape((5, 10))

# display original array
print("Array:")
print(data)

# row manipulation
rows_id = random.sample(range(0, 
                              data.shape[1]-1), 1)

# display random rows
print("\nRandom row:")
row = data[rows_id, :]
print(row)

# import modules
import random
import numpy as np

# create 2D array
data = np.arange(50).reshape((5, 10))

# display original array
print("Array:")
print(data)

# row manipulation
number_of_rows = data.shape[0]
random_indices = np.random.choice(number_of_rows, 
                                  size=1, 
                                  replace=False)

# display random rows
print("\nRandom row:")
row = data[random_indices, :]
print(row)