Major Description
Try run
sc.parallelize(1 to 100, 1000000).cache().count()
And open the storage UI for this RDD. It takes forever to load the page.
When the number of partitions is very large, I think there are a few alternatives:
0. Only show the top 1000.
1. Pagination
2. Instead of grouping by RDD blocks, group by executors
