[SPARK-3250] Implement Gap Sampling optimization for random sampling

More efficient sampling, based on Gap Sampling optimization:
http://erikerlandson.github.io/blog/2014/09/11/faster-random-samples-with-gap-sampling/

maybe using sliding is simpler

~~~
data.sliding(2).withPartial(false).map(x => x(1) - x(0))
~~~