Aggregations: new “Sampler” provides a filter for top-scoring docs

Used to limit processing in child aggregations.

The existing Aggregator base class support for deferring computation of child aggs is modified (DeferringBucketCollector is refactored to be abstract and the logic it had for “best bucket” trimming is pushed down into a new BestBucketsDeferringCollector while the new logic for trimming based on doc score quality is in subclass BestDocsDeferringCollector).
Closes #8108
Could you add a test that has a sampler aggregation under a multi-bucket aggregation?