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  • mrocklin · 10 ✖

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  • Support Dask interface · 10 ✖

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id html_url issue_url node_id user created_at updated_at ▲ author_association body reactions performed_via_github_app issue
342579451 https://github.com/pydata/xarray/pull/1674#issuecomment-342579451 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MjU3OTQ1MQ== mrocklin 306380 2017-11-07T18:37:04Z 2017-11-07T18:37:04Z MEMBER

Great. I'm glad to see this in. Thanks for the help!

 
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   Support Dask interface 269886091
342469670 https://github.com/pydata/xarray/pull/1674#issuecomment-342469670 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MjQ2OTY3MA== mrocklin 306380 2017-11-07T12:37:06Z 2017-11-07T12:37:06Z MEMBER

Thank you for stepping in @shoyer .

From my perspective this is good to go. However I'm also not in any rush.

 
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   Support Dask interface 269886091
342247319 https://github.com/pydata/xarray/pull/1674#issuecomment-342247319 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MjI0NzMxOQ== mrocklin 306380 2017-11-06T18:50:33Z 2017-11-06T18:50:33Z MEMBER

I just tried things and persisting datasets seems to work well for me in practice.

 
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   Support Dask interface 269886091
341869434 https://github.com/pydata/xarray/pull/1674#issuecomment-341869434 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MTg2OTQzNA== mrocklin 306380 2017-11-04T03:50:23Z 2017-11-04T03:50:23Z MEMBER

Looks good to me, though it still needs the note in "What's new". This is pretty slow-risk in its current state (just adding new methods), so I would be OK including it in v0.10.

So, we're currently labeling the Dask collection interface (what we've implemented here) as experimental and subject to change without a deprecation cycle. I don't foresee much changing, but it might be wise to let people experiment with this in master for a while without putting it in the release. I would not be surprised if we find issues with it after moderate use.

 
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   Support Dask interface 269886091
341221791 https://github.com/pydata/xarray/pull/1674#issuecomment-341221791 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MTIyMTc5MQ== mrocklin 306380 2017-11-01T19:57:11Z 2017-11-01T19:57:11Z MEMBER

OK, this is now backwards compatible. Tests should pass.

 
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   Support Dask interface 269886091
341203737 https://github.com/pydata/xarray/pull/1674#issuecomment-341203737 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MTIwMzczNw== mrocklin 306380 2017-11-01T18:52:50Z 2017-11-01T18:52:50Z MEMBER

OK, this is now backwards compatible. I'll need to appropriately skip the tests if a new version of dask/dask and dask/distributed aren't around, but this change should be innocuous otherwise.

Review from @jhamman or @shoyer would be welcome.

 
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   Support Dask interface 269886091
341039156 https://github.com/pydata/xarray/pull/1674#issuecomment-341039156 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MTAzOTE1Ng== mrocklin 306380 2017-11-01T08:57:58Z 2017-11-01T08:57:58Z MEMBER

Generally yes, things work. There are a few xfailed failures in tests that used mock on functions that are no longer being used. Also xarray/tests/test_dask.py::test_dataarray_pickle is failing. Otherwise everything works well.

 
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   Support Dask interface 269886091
340877346 https://github.com/pydata/xarray/pull/1674#issuecomment-340877346 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MDg3NzM0Ng== mrocklin 306380 2017-10-31T19:16:26Z 2017-10-31T19:16:26Z MEMBER

I've updated this to dataarray and dataset as well

 
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   Support Dask interface 269886091
340877260 https://github.com/pydata/xarray/pull/1674#issuecomment-340877260 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MDg3NzI2MA== mrocklin 306380 2017-10-31T19:16:05Z 2017-10-31T19:16:05Z MEMBER

For the distributed work this now also uses https://github.com/dask/distributed/pull/1513

 
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   Support Dask interface 269886091
340704072 https://github.com/pydata/xarray/pull/1674#issuecomment-340704072 https://api.github.com/repos/pydata/xarray/issues/1674 MDEyOklzc3VlQ29tbWVudDM0MDcwNDA3Mg== mrocklin 306380 2017-10-31T09:17:56Z 2017-10-31T09:17:56Z MEMBER

I've only done Variable so far. Hopefully what's here seems straightforward. I'll do DataArray and DataSet next and then look at what legacy code I can clean up within XArray.

I'll be working on this while on a long flight and so may not respond quickly.

 
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   Support Dask interface 269886091

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