Work-around for dask/distributed#7726 and dask-cuda#1148 #1151
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The last atexit finalizer in the chain of finalizers that distributed registers needs to be one in the weakref module. Otherwise we observe hangs in the shutdown of UCX-Py where one thread has the gil but not the UCX spinlock and vice-versa.
To ensure this, unregister the known shutdown finalizers in distributed, add our weakref finalizer, and then re-register them. Along with a final re-implementation of the "python shutting down" handler which must run before other handlers in distributed.