[SPARK-2532] Consolidated shuffle fixes

Status of the PR
- [X] Cherry pick and merge changes from internal branch to spark master
- [X] Remove WIP comments and 2G branch references.
- [X] Tests for BlockObjectWriter
- [x] Tests for ExternalAppendOnlyMap
- [x] Tests for ShuffleBlockManager



This is to give us the starting offset for each batch; and not rely on where the last batch's read ended.