Does `tf.data.Dataset.map` preserve the input order?

Question

Does tf.data.Dataset.map() preserve the order of input elements?
Specially when num_parallel_calls > 1?

Answer 1

Yes, Dataset.map() produces transformed elements in the same order that the original elements appeared in the input, for all values of num_parallel_calls.