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  • Slow lazy performance on cloud data · 3 ✖
id html_url issue_url node_id user created_at updated_at ▲ author_association body reactions performed_via_github_app issue
1244144659 https://github.com/pydata/xarray/issues/6850#issuecomment-1244144659 https://api.github.com/repos/pydata/xarray/issues/6850 IC_kwDOAMm_X85KKCQT dcherian 2448579 2022-09-12T18:39:04Z 2022-09-12T18:39:04Z MEMBER

Thanks for the report @shanicetbailey . We can't really help you at the moment, so I'm closing this issue. Please reopen when you have more information.

 
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   Slow lazy performance on cloud data 1322491028
1199810912 https://github.com/pydata/xarray/issues/6850#issuecomment-1199810912 https://api.github.com/repos/pydata/xarray/issues/6850 IC_kwDOAMm_X85Hg6lg jbusecke 14314623 2022-07-29T18:02:52Z 2022-07-29T18:02:52Z CONTRIBUTOR

This should be fully reproducible in the pangeo cloud deployment, but is unfortunately only available as 'requester pays' for other local machines.=

How many variables are in ds. You're diagnosing the graph construction time in that %timeit statement. This will scale with number of variables.

Ahh good catch. @shanicetbailey can you try to drop all but two variables from the cloud dataset (ds[['SST', 'U']]) and check again?

 
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   Slow lazy performance on cloud data 1322491028
1199775316 https://github.com/pydata/xarray/issues/6850#issuecomment-1199775316 https://api.github.com/repos/pydata/xarray/issues/6850 IC_kwDOAMm_X85Hgx5U dcherian 2448579 2022-07-29T17:19:39Z 2022-07-29T17:19:39Z MEMBER

Can't access that catalog unfortunately: Bad Request: https://storage.googleapis.com/download/storage/v1/b/pangeo-cesm-pop/o/control%2F.zmetadata?alt=media User project specified in the request is invalid.

How many variables are in ds. You're diagnosing the graph construction time in that %timeit statement. This will scale with number of variables.

 
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   Slow lazy performance on cloud data 1322491028

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