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Pulse snapshot for 19 December 2024

https://github.com/apache/airflow

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Committers: summary • month-by-month • graphs: committers per month • commits per month • total committers

Issues: open • resolved • summary • month-by-month • age stats • time-to-close stats • graphs: opened/closed • increase/decrease

PRs: open • merged/closed • summary • month-by-month • age stats • time-to-close stats • graphs: opened/merged/closed • increase/decrease

🔗 Committer pulse

Committers Mo-
nthly
com-
mits 		Month range
Monthly Cu-
mula-
tive
New Uniq %New
27 82 32 2963 312 Nov 19 – Dec 19 2023 ending 12mo back
35 96 36 2998 363 Dec 19 – Jan 19 2024 ending 11mo back
44 108 40 3042 365 Jan 19 – Feb 19 2024 ending 10mo back
28 89 31 3070 432 Feb 19 – Mar 19 2024 ending 9mo back
29 85 34 3099 532 Mar 19 – Apr 19 2024 ending 8mo back
29 89 32 3128 325 Apr 19 – May 19 2024 ending 7mo back
41 110 37 3169 352 May 19 – Jun 19 2024 ending 6mo back
34 91 37 3203 287 Jun 19 – Jul 19 2024 ending 5mo back
33 88 37 3236 390 Jul 19 – Aug 19 2024 ending 4mo back
51 112 45 3287 328 Aug 19 – Sep 19 2024 ending 3mo back
47 115 40 3334 433 Sep 19 – Oct 19 2024 ending 2mo back
31 101 30 3365 528 Oct 19 – Nov 19 2024 ending 1mo back
23 88 26 3388 540 Nov 19 – Dec 19 2024 ending 00:55 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 1 20 25 30 35 40 45 50 55 0 2 4 6 8 10 12 80 85 90 95 100 105 110 115 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 19 December 2024 🔗 Committers per month – apache/airflow

🔗 For the last 13 months:

Cumulative total committers grew by 425 (from 2963 to 3388) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 1 26 28 30 32 34 36 38 40 42 44 46 0 2 4 6 8 10 12 2950 3000 3050 3100 3150 3200 3250 3300 3350 3400 New commiters percentage Cumulative total committers New commiters percentage New commiters percentage Cumulative total committers Cumulative total committers New commiters percentage Cumulative total committers Months before 19 December 2024 🔗 Total committers and % new – apache/airflow Commitspermonth Produced by GNUPLOT 6.0 patchlevel 1 250 300 350 400 450 500 550 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 19 December 2024 🔗 Commits per month – apache/airflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
116 105 -11 329 53 384 +2 Nov 19 – Dec 19 2023 ending 12mo back
112 111 -1 365 49 409 -5 Dec 19 – Jan 19 2024 ending 11mo back
147 136 -11 359 56 404 -11 Jan 19 – Feb 19 2024 ending 10mo back
140 146 +6 442 73 527 +12 Feb 19 – Mar 19 2024 ending 9mo back
126 132 +6 531 84 623 +8 Mar 19 – Apr 19 2024 ending 8mo back
90 133 +43 322 43 356 -9 Apr 19 – May 19 2024 ending 7mo back
138 147 +9 360 49 401 -8 May 19 – Jun 19 2024 ending 6mo back
99 126 +27 291 41 352 +20 Jun 19 – Jul 19 2024 ending 5mo back
139 150 +11 408 58 493 +27 Jul 19 – Aug 19 2024 ending 4mo back
113 201 +88 397 80 486 +9 Aug 19 – Sep 19 2024 ending 3mo back
163 217 +54 463 119 564 -18 Sep 19 – Oct 19 2024 ending 2mo back
182 237 +55 624 119 689 -54 Oct 19 – Nov 19 2024 ending 1mo back
162 178 +16 536 86 622 0 Nov 19 – Dec 19 2024 ending 00:55 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 1 -20 -10 0 10 20 30 40 50 60 70 80 90 0 2 4 6 8 10 12 -60 -50 -40 -30 -20 -10 0 10 20 30 Increase/decrease in open issues Increase/decrease in open PRs Increase/decrease in open issues Increase/decrease in open issues Increase/decrease in open PRs Increase/decrease in open PRs Increase/decrease in open issues Increase/decrease in open PRs Months before 19 December 2024 🔗 Increase/decrease in open issues/PRs – apache/airflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 90 100 110 120 130 140 150 160 170 180 190 0 2 4 6 8 10 12 100 120 140 160 180 200 220 240 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened Issues closed Issues opened Months before 19 December 2024 🔗 Issues closed and opened – apache/airflow PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 300 350 400 450 500 550 600 650 700 750 0 2 4 6 8 10 12 350 400 450 500 550 600 650 700 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened PRs merged+closed PRs opened Months before 19 December 2024 🔗 PRs merged/closed and opened – apache/airflow

🔗 Open issues

1060 issues were open as of 19 Dec 2024

6.84 times as many issues currently open as the
average number of issues opened per month.

8.70 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 6.0 patchlevel 1 2024-12 2024-11 2024-10 2024-09 2024-08 2024-07 2024-06 2024-05 2024-04 2024-03 2024-02 2024-01 2023-12 2023-11 2023-10 2023-09 2023-08 2023-07 2023-06 2023-05 2023-04 2023-03 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-08 2022-07 2022-06 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-11 2021-10 2021-09 2021-08 2021-07 2021-06 2021-05 2021-04 2021-03 2021-02 2021-01 2020-12 2020-11 2020-10 2020-09 2020-08 2020-07 2020-06 2020-05 2020-04 2020-03 Number of issues still open Latest1000openissues_plot_2 98 124 69 71 46 46 34 37 35 23 18 17 11 21 20 27 27 21 13 14 7 17 16 14 10 7 8 12 8 3 5 4 4 12 7 3 4 8 8 2 5 5 5 2 4 1 1 3 4 4 10 3 9 3 5 3 1 1 Number of issues still open Number of issues still open Latest1000openissues_plot_2 Month created Latest 1000 open issues

🔗 Age statistics for latest 1000 open issues
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 58 days 215 days 377 days 541 days 1024 days 1734 days
Standard deviation: 418 days

🔗 Open PRs

148 PRs were open as of 19 Dec 2024

0.31 times as many PRs currently open as the
average number of PRs opened per month.

201.83 times as many closed PRs as open PRs.

Produced by GNUPLOT 6.0 patchlevel 1 2024-12 2024-11 2024-10 2024-09 2024-08 2024-07 2024-05 2024-04 2023-12 2023-11 2023-09 2023-08 2023-06 2023-04 2023-03 2020-06 2020-04 Number of PRs still open _plot_2 75 46 4 3 5 1 1 1 1 2 1 2 1 1 1 2 1 Number of PRs still open Number of PRs still open _plot_2 Month created

🔗 Age statistics for all open PRs
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 3 days 17 days 88 days 35 days 132 days 1699 days
Standard deviation: 258 days

🔗 Issues resolved

9224 issues were closed as of 19 Dec 2024

8.70 times as many closed issues as open issues.

33 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 6.0 patchlevel 1 2024-12 2024-11 2024-10 2024-09 2024-08 2024-07 2024-06 2024-05 2024-04 2024-03 2024-02 2024-01 2023-12 2023-11 2023-10 2023-08 2023-07 2023-06 2023-04 2023-03 2023-02 2023-01 2022-12 2022-10 2022-09 2022-06 2022-04 2022-02 2022-01 2021-10 2021-09 2021-08 2021-07 2021-02 2021-01 2020-12 2020-11 2020-07 2020-06 Number of issues closed Latest1000closedissues_plot_2 59 226 186 102 115 144 97 6 3 4 5 3 2 2 2 2 3 2 2 1 1 1 2 2 2 3 2 1 3 1 3 1 3 3 1 1 2 1 1 Number of issues closed Number of issues closed Latest1000closedissues_plot_2 Month created Latest 1000 closed issues

🔗 Time-to-close statistics for latest 1000 closed issues
Fastest 1st Qu Median Mean 3rd Qu 𝜂90th Longest
0 days 1 days 10 days 111 days 51 days 401 days 1649 days
Standard deviation: 276 days

🔗 PRs merged/closed

29871 PRs were merged/closed as of 19 Dec 2024

201.83 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 1 2024-12 2024-11 2024-10 2024-09 2024-08 2024-07 2024-06 2024-05 2024-02 2023-07 2022-04 2021-04 2021-03 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 386 577 20 5 3 2 1 1 1 1 1 1 1 Number of PRs merged/closed Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 Month created Latest 1000 merged/closed PRs

🔗 Time-to-close statistics for latest 1000 merged/closed PRs
Fastest 1st Qu Median Mean 3rd Qu 𝜂90th Longest
0 days 0 days 0 days 11 days 3 days 18 days 909 days
Standard deviation: 48 days

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