If you want to have the divisions when reading from Parquet, you should use the calculate_divisions kwarg.

ddf = dd.read_parquet(
    dataset,
    calculate_divisions = True
)

Also answered in https://dask.discourse.group/t/re-partioning-data-frame-and-saving-to-parquet-loses-index-and-divisions/3821/2.