duckdb is primarily a query engine. It does have a storage format, but one of it's strengths is querying data where it already resides (e.g. a parquet file sitting in S3).

There are some examples[0] of enabling DuckDB to manage distributed workloads, but these are pretty experimental.

0 - https://www.definite.app/blog/smallpond