One of the strong points of Druid has always been built-in schema evolution. However, upon getting data of changing shape into Druid, you had two choices:

Apache Druid is designed for high query speed. The data segments that make up a Druid datasource (think: table) are generally immutable: You do not update or replace individual rows of data; however you can replace an entire segment with a new version of itself.