pyspark: parallelize and collect order preserving

Question

For spark in python, do the sc.parallelize() and collect() operations preserve order? For example if I have a list of elements x, will sc.parallelize(x).collect() return a list of elements in the exact same order as x?

Answer 1

Both parallelize and collect preserve order. Most of the methods in Spark don't.