* Faster dask tests * Reuse AllReducer objects in tests. * Faster boost from prediction tests. * Use rmm dask fixture. * Speed up dask demo. * mypy * Format with black. * mypy * Clang-tidy Co-authored-by: Hyunsu Philip Cho <chohyu01@cs.washington.edu>