Benchmark dask

[mikelkou]

draft benchmarks with dask

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 77.26%. Comparing base (8e64165) to head (ca9b8f6).
Report is 13 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #3319      +/-   ##
==========================================
+ Coverage   77.22%   77.26%   +0.04%     
==========================================
  Files         111      111              
  Lines       12600    12630      +30     
==========================================
+ Hits         9730     9759      +29     
- Misses       2870     2871       +1     

see 11 files with indirect coverage changes

[scverse-benchmark]

Benchmark changes

Change	Before [3d220a9]	After [ca9b8f6]	Ratio	Benchmark (Parameter)
-	63.0±0.9ms	53.7±0.2ms	0.85	preprocessing_counts.FastSuite.time_calculate_qc_metrics('pbmc3k', 'counts')
-	60.4±0.5ms	46.4±1ms	0.77	preprocessing_counts.time_filter_cells('pbmc3k', 'counts')

Warning

Some benchmarks failed

Comparison: https://github.com/scverse/scanpy/compare/3d220a93c83fdd60ee3220c94db3dd8d5533c60d..ca9b8f671ae4403a89d775707498c7422e0384a3
Last changed: Thu, 7 Nov 2024 18:03:45 +0000

More details: https://github.com/scverse/scanpy/pull/3319/checks?check_run_id=32663197935