id,node_id,number,title,user,state,locked,assignee,milestone,comments,created_at,updated_at,closed_at,author_association,active_lock_reason,draft,pull_request,body,reactions,performed_via_github_app,state_reason,repo,type 809366777,MDExOlB1bGxSZXF1ZXN0NTc0MjQxMTE3,4915,Better rolling reductions,2448579,closed,0,,,6,2021-02-16T14:37:49Z,2023-04-13T15:46:18Z,2021-02-19T19:44:04Z,MEMBER,,0,pydata/xarray/pulls/4915," Implements most of https://github.com/pydata/xarray/issues/4325#issuecomment-716399575 ``` python %load_ext memory_profiler import numpy as np import xarray as xr temp = xr.DataArray(np.zeros((5000, 500)), dims=(""x"", ""y"")) roll = temp.rolling(x=10, y=20) %memit roll.sum() %memit roll.reduce(np.sum) %memit roll.reduce(np.nansum) # master branch behaviour ``` ``` peak memory: 245.18 MiB, increment: 81.92 MiB peak memory: 226.09 MiB, increment: 62.69 MiB peak memory: 4493.82 MiB, increment: 4330.43 MiB ``` - [x] xref #4325 - [x] asv benchmarks added - [x] Passes `pre-commit run --all-files` - [x] User visible changes (including notable bug fixes) are documented in `whats-new.rst` ","{""url"": ""https://api.github.com/repos/pydata/xarray/issues/4915/reactions"", ""total_count"": 2, ""+1"": 2, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,,13221727,pull