Those aren't really equivalent, are they? Hadoop is for analytics, spanner is transactional.

In terms of popular nosql vs google sql products, it's more Hadoop : BigQuery :: Mongo? : Spanner

You're pretty explicitly not supposed to run OLAP queries on spanner.