When evolving a schema by adding a new non-nullable column to an existing large table in a lakehouse format, what is a key consideration?

A Existing data files do not have the new column, so the format typically requires a default value or treats it as nullable to maintain backward read compatibility B All existing files are instantly rewritten synchronously with zero cost C Adding any new column is always forbidden in every table format D Schema changes require deleting the entire table history first