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Numpy and Pandas have been pinned in the docker images for a long time. Given that we pin the Dask version I would hope that conda can resolve this correctly and we shouldn't need further pinning. Given some issues raised by @charlesbluca I'm keen to unpin here.
cc @dask/maintenance for thoughts