Update Dask version to 2024.3.1 #437

Job	Run time
docker (3.9, daskdev/dask, ./base)	1m 29s
docker (3.9, ghcr.io/dask/dask, ./base)	1m 21s
docker (3.9, daskdev/dask-notebook, ./notebook)	1m 54s
docker (3.9, ghcr.io/dask/dask-notebook, ./notebook)	2m 4s
docker (3.10, daskdev/dask, ./base)	1m 12s
docker (3.10, ghcr.io/dask/dask, ./base)	1m 13s
docker (3.10, daskdev/dask-notebook, ./notebook)	1m 59s
docker (3.10, ghcr.io/dask/dask-notebook, ./notebook)	2m 11s
docker (3.11, daskdev/dask, ./base)	1m 23s
docker (3.11, ghcr.io/dask/dask, ./base)	1m 30s
docker (3.11, daskdev/dask-notebook, ./notebook)	2m 3s
docker (3.11, ghcr.io/dask/dask-notebook, ./notebook)	1m 52s
docker (3.12, daskdev/dask, ./base)	1m 35s
docker (3.12, ghcr.io/dask/dask, ./base)	1m 29s
docker (3.12, daskdev/dask-notebook, ./notebook)	2m 7s
docker (3.12, ghcr.io/dask/dask-notebook, ./notebook)	2m 3s
	27m 25s

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