"""DuckDB query layer for the sample pipeline.

Three thin scripts that read the L02 Parquet partitions at
``sample-pipeline/data/parquet/`` via DuckDB. No persistent database;
each script opens an in-memory DuckDB connection scoped to the Parquet
root and exits.
"""