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  • jhamman · 1 ✖

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  • Clarify difference between `.load()` and `.compute()` · 1 ✖

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  • MEMBER · 1 ✖
id html_url issue_url node_id user created_at updated_at ▲ author_association body reactions performed_via_github_app issue
1197113605 https://github.com/pydata/xarray/issues/6837#issuecomment-1197113605 https://api.github.com/repos/pydata/xarray/issues/6837 IC_kwDOAMm_X85HWoEF jhamman 2443309 2022-07-27T18:02:39Z 2022-07-27T18:02:39Z MEMBER

While there is overlap in the behavior here, I've always thought of these two methods as having distinct applications. .compute() is a Dask collection method. .load(), which predates Xarray's Dask integration, was originally meant to load data from our lazy loading backend arrays (e.g. a netCDF file).

Edit: up until I read this issue, I somehow assumed compute would only work with dask while load would also load our lazy array implementation into memory. Not sure how I got that impression, but maybe that's another argument to remove / align load?

This was my impression as well but now I understand that the primary difference is that load is inplace while compute is not.

 
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   Clarify difference between `.load()` and `.compute()` 1319621859

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