alamb commented on issue #25088:
URL: https://github.com/apache/datafusion/issues/25088#issuecomment-6319659678

   I spent some time on some more analytics this morning on how many runner 
minutes are used by different projects
   
   Here is the data + script I used: 
[Archive.zip](https://github.com/user-attachments/files/33775594/Archive.zip)
   
   Note this only includes the github hosted runners (not the RunsOn runners):
   
   My numbers show that airflow has used used 77.2 **days** of runner time in 
the last 17h
   
   ```
   1000 runs of apache/airflow created between 2026-10-20T22:20:11Z and 
2026-10-21T15:10:08Z (16.8 h window)
   jobs loaded: 900 runs from cache, 98 from the API, 2 failed  (cache: 
gh-runner-usage-cache)
   
   conclusion     jobs  share runner-min runner-days
   success       12235  57.1%     111218        77.2
   skipped        7424  34.7%          0         0.0
   cancelled      1234   5.8%       5745         4.0
   in_progress     274   1.3%          0         0.0
   failure         186   0.9%       2304         1.6
   queued           65   0.3%          0         0.0
   total         21418            119267        82.8
   
   average concurrent jobs over the window: 118
   ```
   
   By comparison DataFusion only used 11.7 days of runner time in the last 2 
days
   
   ```
   1000 runs of apache/arrow-rs created between 2026-10-19T10:20:44Z and 
2026-10-21T15:06:27Z (52.8 h window)
   jobs loaded: 0 runs from cache, 1000 from the API, 0 failed  (cache: 
gh-runner-usage-cache)
   
   conclusion     jobs  share runner-min runner-days
   success        3492  69.7%      16846        11.7
   skipped         913  18.2%          0         0.0
   queued          327   6.5%          0         0.0
   failure         141   2.8%        853         0.6
   cancelled       125   2.5%       1946         1.4
   in_progress      12   0.2%          0         0.0
   total          5010             19645        13.6
   
   average concurrent jobs over the window: 6
   ```
   
   arrow-rs used 2.7 days over 17 hours
   
   ```
   1000 runs of apache/datafusion created between 2026-10-20T22:07:51Z and 
2026-10-21T15:13:03Z (17.1 h window)
   warning: jobs for run 39541706327 failed: gh: Server Error (HTTP 502)
   jobs loaded: 69 runs from cache, 930 from the API, 1 failed  (cache: 
gh-runner-usage-cache)
   
   conclusion     jobs  share runner-min runner-days
   skipped        1757  48.8%          0         0.0
   success        1410  39.2%       3943         2.7
   queued          212   5.9%          0         0.0
   cancelled       184   5.1%       2762         1.9
   failure          24   0.7%        140         0.1
   neutral           7   0.2%          0         0.0
   in_progress       5   0.1%          0         0.0
   total          3599              6845         4.8
   
   average concurrent jobs over the window: 7
   ```


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