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  • Avoid accessing slow .data in unstack · 3 ✖

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954824888 https://github.com/pydata/xarray/pull/5906#issuecomment-954824888 https://api.github.com/repos/pydata/xarray/issues/5906 IC_kwDOAMm_X8446Xi4 dcherian 2448579 2021-10-29T15:14:35Z 2021-10-29T15:14:35Z MEMBER

Thanks @TomAugspurger 

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   Avoid accessing slow .data in unstack 1038531231
954277596 https://github.com/pydata/xarray/pull/5906#issuecomment-954277596 https://api.github.com/repos/pydata/xarray/issues/5906 IC_kwDOAMm_X8444R7c dcherian 2448579 2021-10-28T22:40:30Z 2021-10-28T22:40:30Z MEMBER

Nice work! Our benchmarks show 2X speedup

 
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   Avoid accessing slow .data in unstack 1038531231
953858365 https://github.com/pydata/xarray/pull/5906#issuecomment-953858365 https://api.github.com/repos/pydata/xarray/issues/5906 IC_kwDOAMm_X8442rk9 TomAugspurger 1312546 2021-10-28T13:43:04Z 2021-10-28T13:43:04Z MEMBER

There are two changes here

  1. Only check the .data of non-index variables, done at https://github.com/pydata/xarray/pull/5906/files#diff-763e3002fd954d544b05858d8d138b828b66b6a2a0ae3cd58d2040a652f14638R4161-R4163
  2. The check for whether or not a full index was needed is done in a for dim in dims loop, but the condition doesn't actually depend on dim. So I lifted that check out of the for loop (doesn't matter much, since stuff is cached).

cc @dcherian

 
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   Avoid accessing slow .data in unstack 1038531231

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