Deepak Cherian

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I can't reproduce on our dev branch. Can you try upgrading xarray please? EDIT: can't reproduce on 2022.03.0 either.

``` ds.transpose(['y','z','y']) ``` Ah... Reemove the list here and try `ds.transpose("y", "z", x")` (no list) which is what you have in the first post.

I think we should raise a nicer error message. Transpose is an outlier in our API. In nearly every other function, you are expected to pass a list of dimension...

Thanks @kefirbandi, can you send in a PR?

> I'm working on a mini-tutorial introducing xarray for some folks in our genetics community We are currently reworking https://tutorial.xarray.dev/intro.html and would love to either add your material or link...

@shoyer This was the regression I ran in to. We could raise an error asking the user to switch to `swap_dims`. `x` is unindexed while `lon` is a coordinate variable....

Are you reading from a file on disk or on the network? In general, HDF Error indicates a corrupt file or a network problem.

This sounds great! We should finish up https://github.com/pydata/xarray/pull/4972 to make it easier to test.

Another parallel framework would be [Ramba](https://github.com/Python-for-HPC/ramba) cc @DrTodd13

Sorry for dropping this @mankoff How can we move forward here?