# import necessary libraries
from sklearn.preprocessing import OrdinalEncoder
# initialize ordinal encoder object
encoder = OrdinalEncoder()
# fit and transform the data
encoded_data = encoder.fit_transform(X)
# print the encoded data
print(encoded_data)