The issue seems to be due to an incompatibility of dask 2024.12.1 with recent versions of numpy.
In this specific case the "interpolation" keyword argument has been removed from the "quantile" function in numpy v2.4 but it is still used in dask. Please note that this specific issue has been fixed upstream in https://github.com/dask/dask/pull/12108. This issue is a duplicate of #1131056. kind regards -- Antonio Valentino
