We would like to see an incremental rebuild or selective rebuild feature in compose for data marts. Currently when we make a simple change to a data mart such as adding a field or a new table it forces us to rebuild the entire set of data mart tables. Our target is snowflake so there is incurred costs to rebuilding the entire data mart and as our data grows over time our outages will grow longer and longer and drive up costs. We would like the ability to be able to rebuild single tables or have compose determine only the objects which need to be rebuilt instead of everything. It also increases our storage cost because it keeps the old version of the data mart tables in snowflake time travel to be able to recover them.
