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  • Use numpy & dask sliding_window_view for rolling · 7 ✖

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802131062 https://github.com/pydata/xarray/pull/4977#issuecomment-802131062 https://api.github.com/repos/pydata/xarray/issues/4977 MDEyOklzc3VlQ29tbWVudDgwMjEzMTA2Mg== dcherian 2448579 2021-03-18T17:10:28Z 2021-03-18T17:10:28Z MEMBER

thanks @andersy005 !

 
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   Use numpy & dask sliding_window_view for rolling 819003369
802123636 https://github.com/pydata/xarray/pull/4977#issuecomment-802123636 https://api.github.com/repos/pydata/xarray/issues/4977 MDEyOklzc3VlQ29tbWVudDgwMjEyMzYzNg== andersy005 13301940 2021-03-18T17:06:46Z 2021-03-18T17:06:46Z MEMBER

@dcherian, should we test this in upstream-dev CI workflow (via the [test-upstream] keyword)? 

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   Use numpy & dask sliding_window_view for rolling 819003369
802112978 https://github.com/pydata/xarray/pull/4977#issuecomment-802112978 https://api.github.com/repos/pydata/xarray/issues/4977 MDEyOklzc3VlQ29tbWVudDgwMjExMjk3OA== dcherian 2448579 2021-03-18T17:01:34Z 2021-03-18T17:01:34Z MEMBER

You don't import sliding_window_view from dask.

haha. fixed!

I was waiting on that PR to see if the reviews would catch any bugs.

 
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   Use numpy & dask sliding_window_view for rolling 819003369
802102704 https://github.com/pydata/xarray/pull/4977#issuecomment-802102704 https://api.github.com/repos/pydata/xarray/issues/4977 MDEyOklzc3VlQ29tbWVudDgwMjEwMjcwNA== mathause 10194086 2021-03-18T16:47:52Z 2021-03-18T16:48:14Z MEMBER

It looked pretty good when I reviewed it, so :+1:

Just quickly skimming the code it did not become entirely clear to me why this had to be after dask/dask#7234? You don't import sliding_window_view from dask. Also you re-define sliding_window_view in dask_array_compat.py - why don't you need this in dask proper? (Not complaining just wondering. Also feel free to not answer the question if you don't have time.)

 
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   Use numpy & dask sliding_window_view for rolling 819003369
802084481 https://github.com/pydata/xarray/pull/4977#issuecomment-802084481 https://api.github.com/repos/pydata/xarray/issues/4977 MDEyOklzc3VlQ29tbWVudDgwMjA4NDQ4MQ== dcherian 2448579 2021-03-18T16:31:13Z 2021-03-18T16:31:13Z MEMBER

The dask PR was merged so this should be ready to go.

 
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   Use numpy & dask sliding_window_view for rolling 819003369
798782767 https://github.com/pydata/xarray/pull/4977#issuecomment-798782767 https://api.github.com/repos/pydata/xarray/issues/4977 MDEyOklzc3VlQ29tbWVudDc5ODc4Mjc2Nw== dcherian 2448579 2021-03-13T20:43:43Z 2021-03-13T20:44:14Z MEMBER

I am still interested to eventually fix #2007. This PR may also make that easier as it now uses Variable.pad.

That's the goal i.e. make it easier to fix #2007 and minimize number of code paths for rolling. This PR reduces the number of places we call pad from 4 to 3 :P. The two bottleneck code paths still do their own padding.

 
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   Use numpy & dask sliding_window_view for rolling 819003369
788271567 https://github.com/pydata/xarray/pull/4977#issuecomment-788271567 https://api.github.com/repos/pydata/xarray/issues/4977 MDEyOklzc3VlQ29tbWVudDc4ODI3MTU2Nw== dcherian 2448579 2021-03-01T20:54:36Z 2021-03-01T20:54:36Z MEMBER

sliding_window_view dispatches with array_function so we could support other duck array libraries if they implemented it. cc @keewis

 
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   Use numpy & dask sliding_window_view for rolling 819003369

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