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Pulse snapshot for 10 February 2023

https://github.com/apache/airflow

JSON snapshot also available

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
35 82 42 2162 1112 Jan 10 – Feb 10 2022 ending 12mo back
48 112 42 2210 1392 Feb 10 – Mar 10 2022 ending 11mo back
45 96 46 2255 1380 Mar 10 – Apr 10 2022 ending 10mo back
39 88 44 2294 1444 Apr 10 – May 10 2022 ending 9mo back
32 86 37 2326 1440 May 10 – Jun 10 2022 ending 8mo back
33 87 37 2359 1176 Jun 10 – Jul 10 2022 ending 7mo back
42 108 38 2401 1308 Jul 10 – Aug 10 2022 ending 6mo back
29 85 34 2430 1297 Aug 10 – Sep 10 2022 ending 5mo back
30 83 36 2460 1036 Sep 10 – Oct 10 2022 ending 4mo back
40 102 39 2500 1256 Oct 10 – Nov 10 2022 ending 3mo back
43 97 44 2543 1316 Nov 10 – Dec 10 2022 ending 2mo back
28 74 37 2571 968 Dec 10 – Jan 10 2023 ending 1mo back
27 91 29 2598 1132 Jan 10 – Feb 10 2023 ending 02:43 UTC
Committerspermonth Produced by GNUPLOT 5.4 patchlevel 5 25 30 35 40 45 50 0 2 4 6 8 10 12 70 75 80 85 90 95 100 105 110 115 New committers Total committers Months before 10 February 2023 New committers Total committers New committers New committers Total committers Total committers 🔗 Committers per month – apache/airflow

🔗 For the last 13 months:

Cumulative total committers grew by 436 (from 2162 to 2598) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 5.4 patchlevel 5 28 30 32 34 36 38 40 42 44 46 0 2 4 6 8 10 12 2150 2200 2250 2300 2350 2400 2450 2500 2550 2600 New commiters percentage Cumulative total committers Months before 10 February 2023 New commiters percentage Cumulative total committers New commiters percentage New commiters percentage Cumulative total committers Cumulative total committers 🔗 Total committers and % new – apache/airflow Commitspermonth Produced by GNUPLOT 5.4 patchlevel 5 950 1000 1050 1100 1150 1200 1250 1300 1350 1400 1450 0 2 4 6 8 10 12 Commits per month Months before 10 February 2023 Commitspermonth_plot_1 🔗 Commits per month – apache/airflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
180 196 +16 280 54 374 +40 Jan 10 – Feb 10 2022 ending 12mo back
188 157 -31 352 56 376 -32 Feb 10 – Mar 10 2022 ending 11mo back
165 197 +32 343 53 401 +5 Mar 10 – Apr 10 2022 ending 10mo back
177 190 +13 378 71 448 -1 Apr 10 – May 10 2022 ending 9mo back
250 180 -70 359 55 440 +26 May 10 – Jun 10 2022 ending 8mo back
180 135 -45 294 40 316 -18 Jun 10 – Jul 10 2022 ending 7mo back
158 168 +10 333 64 382 -15 Jul 10 – Aug 10 2022 ending 6mo back
146 142 -4 321 54 413 +38 Aug 10 – Sep 10 2022 ending 5mo back
154 146 -8 283 90 333 -40 Sep 10 – Oct 10 2022 ending 4mo back
131 145 +14 313 45 370 +12 Oct 10 – Nov 10 2022 ending 3mo back
141 155 +14 320 68 380 -8 Nov 10 – Dec 10 2022 ending 2mo back
148 138 -10 249 48 321 +24 Dec 10 – Jan 10 2023 ending 1mo back
141 166 +25 272 56 342 +14 Jan 10 – Feb 10 2023 ending 02:43 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 5.4 patchlevel 5 -80 -60 -40 -20 0 20 40 0 2 4 6 8 10 12 -40 -30 -20 -10 0 10 20 30 40 Increase/decrease in open issues Increase/decrease in open PRs Months before 10 February 2023 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/PRs – apache/airflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 5.4 patchlevel 5 120 140 160 180 200 220 240 260 0 2 4 6 8 10 12 130 140 150 160 170 180 190 200 Issues closed Issues opened Months before 10 February 2023 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened 🔗 Issues closed and opened – apache/airflow PRsmergedclosedandopened Produced by GNUPLOT 5.4 patchlevel 5 280 300 320 340 360 380 400 420 440 460 0 2 4 6 8 10 12 300 320 340 360 380 400 420 440 460 PRs merged+closed PRs opened Months before 10 February 2023 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened 🔗 PRs merged/closed and opened – apache/airflow

🔗 Open issues

735 issues were open as of 10 Feb 2023

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

8.29 times as many closed issues as open issues.

Produced by GNUPLOT 5.4 patchlevel 5 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 Month created Number of issues still open _plot_2 64 95 31 27 23 21 20 22 21 19 14 31 17 15 22 17 27 22 21 12 12 17 12 16 5 7 13 9 24 15 17 12 8 15 9 3 Number of issues still open Number of issues still open _plot_2

🔗 Age statistics for all open issues
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 66 days 329 days 375 days 615 days 878 days 1056 days
Standard deviation: 319 days

🔗 Open PRs

171 PRs were open as of 10 Feb 2023

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

115.05 times as many closed PRs as open PRs.

Produced by GNUPLOT 5.4 patchlevel 5 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-08 2022-06 2022-05 2022-04 2022-03 2021-07 2020-06 2020-04 Month created Number of PRs still open _plot_2 43 89 18 7 3 1 1 1 1 2 1 1 2 1 Number of PRs still open Number of PRs still open _plot_2

🔗 Age statistics for all open PRs
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 8 days 21 days 54 days 31 days 84 days 1021 days
Standard deviation: 142 days

🔗 Issues resolved

6090 issues were closed as of 10 Feb 2023

8.29 times as many closed issues as open issues.

32 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 5.4 patchlevel 5 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 2021-05 2021-04 2021-03 2021-02 2021-01 2020-12 2020-09 Month created Number of issues closed Latest1000closedissues_plot_2 24 190 133 136 129 161 161 9 6 4 1 6 1 3 3 4 4 5 2 3 2 3 4 2 2 1 1 Number of issues closed Number of issues closed Latest1000closedissues_plot_2 Latest 1000 closed issues

🔗 Time-to-close statistics for latest 1000 closed issues
Fastest 1st Qu Median Mean 3rd Qu 𝜂90th Longest
0 days 0 days 6 days 88 days 57 days 329 days 1009 days
Standard deviation: 186 days

🔗 PRs merged/closed

19673 PRs were merged/closed as of 10 Feb 2023

115.05 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 5.4 patchlevel 5 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-08 2022-07 2022-06 2022-05 2022-04 2022-03 2021-12 2021-08 2021-04 2020-11 2020-09 2019-11 Month created Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 47 398 349 95 23 56 18 3 2 1 1 1 1 1 1 1 1 1 Number of PRs merged/closed Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 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 1 days 12 days 6 days 25 days 797 days
Standard deviation: 45 days

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