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Pulse snapshot for 19 December 2024

https://github.com/tensorflow/tensorflow

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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
17 161 10 4182 1037 Nov 19 – Dec 19 2023 ending 12mo back
15 147 10 4197 1024 Dec 19 – Jan 19 2024 ending 11mo back
17 161 10 4214 1460 Jan 19 – Feb 19 2024 ending 10mo back
21 171 12 4235 1598 Feb 19 – Mar 19 2024 ending 9mo back
18 181 9 4253 1404 Mar 19 – Apr 19 2024 ending 8mo back
14 180 7 4267 1551 Apr 19 – May 19 2024 ending 7mo back
12 161 7 4279 1187 May 19 – Jun 19 2024 ending 6mo back
18 149 12 4297 1263 Jun 19 – Jul 19 2024 ending 5mo back
16 154 10 4313 1248 Jul 19 – Aug 19 2024 ending 4mo back
14 159 8 4327 1291 Aug 19 – Sep 19 2024 ending 3mo back
13 155 8 4340 1286 Sep 19 – Oct 19 2024 ending 2mo back
16 145 11 4356 1150 Oct 19 – Nov 19 2024 ending 1mo back
23 170 13 4379 1407 Nov 19 – Dec 19 2024 ending 06:54 UTC
Committerspermonth Produced by GNUPLOT 6.0 patchlevel 1 12 14 16 18 20 22 24 0 2 4 6 8 10 12 145 150 155 160 165 170 175 180 185 New committers Total committers New committers New committers Total committers Total committers New committers Total committers Months before 19 December 2024 🔗 Committers per month – tensorflow/tensorflow

🔗 For the last 13 months:

Cumulative total committers grew by 197 (from 4182 to 4379) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 6.0 patchlevel 1 7 8 9 10 11 12 13 0 2 4 6 8 10 12 4180 4200 4220 4240 4260 4280 4300 4320 4340 4360 4380 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 – tensorflow/tensorflow Commitspermonth Produced by GNUPLOT 6.0 patchlevel 1 1000 1100 1200 1300 1400 1500 1600 0 2 4 6 8 10 12 Commitspermonth_plot_1 Commits per month Months before 19 December 2024 🔗 Commits per month – tensorflow/tensorflow

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
163 177 +14 35 21 49 -7 Nov 19 – Dec 19 2023 ending 12mo back
155 109 -46 18 37 42 -13 Dec 19 – Jan 19 2024 ending 11mo back
116 115 -1 35 21 59 +3 Jan 19 – Feb 19 2024 ending 10mo back
124 171 +47 478 199 844 +167 Feb 19 – Mar 19 2024 ending 9mo back
238 219 -19 1029 762 1883 +92 Mar 19 – Apr 19 2024 ending 8mo back
95 138 +43 1005 615 1979 +359 Apr 19 – May 19 2024 ending 7mo back
175 150 -25 1073 207 1674 +394 May 19 – Jun 19 2024 ending 6mo back
188 125 -63 1157 71 2025 +797 Jun 19 – Jul 19 2024 ending 5mo back
217 132 -85 1107 94 1733 +532 Jul 19 – Aug 19 2024 ending 4mo back
247 122 -125 1164 64 1868 +640 Aug 19 – Sep 19 2024 ending 3mo back
301 128 -173 1183 110 2130 +837 Sep 19 – Oct 19 2024 ending 2mo back
318 107 -211 1004 100 1734 +630 Oct 19 – Nov 19 2024 ending 1mo back
409 105 -304 1278 127 1998 +593 Nov 19 – Dec 19 2024 ending 06:54 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 6.0 patchlevel 1 -350 -300 -250 -200 -150 -100 -50 0 50 0 2 4 6 8 10 12 -100 0 100 200 300 400 500 600 700 800 900 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 – tensorflow/tensorflow

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 50 100 150 200 250 300 350 400 450 0 2 4 6 8 10 12 100 120 140 160 180 200 220 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 – tensorflow/tensorflow PRsmergedclosedandopened Produced by GNUPLOT 6.0 patchlevel 1 0 200 400 600 800 1000 1200 1400 1600 1800 0 2 4 6 8 10 12 0 500 1000 1500 2000 2500 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 – tensorflow/tensorflow

🔗 Open issues

982 issues were open as of 19 Dec 2024

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

39.83 times as many closed issues as open issues.

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 2022-09 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 2020-02 2020-01 2019-12 2019-11 2019-10 2019-09 2019-08 2019-07 2019-06 2019-04 2019-02 2018-11 2018-09 2018-08 2018-04 2018-02 2017-11 2017-02 Number of issues still open _plot_2 62 87 63 37 34 24 28 28 44 39 26 20 21 32 23 40 36 38 38 30 31 16 13 19 1 2 4 9 5 4 1 3 3 4 3 4 5 1 2 3 2 2 2 2 2 2 5 6 6 6 3 5 7 4 6 7 1 3 4 3 2 2 1 3 1 1 2 2 1 1 1 1 1 1 1 Number of issues still open Number of issues still open _plot_2 Month created

🔗 Age statistics for all open issues
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 101 days 350 days 471 days 583 days 1231 days 2869 days
Standard deviation: 490 days

🔗 Open PRs

5195 PRs were open as of 19 Dec 2024

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

6.98 times as many closed PRs as open PRs.

Latest1000openPRs 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 2023-03 2023-02 2022-11 2022-10 2022-08 2022-06 2021-06 Number of PRs still open Latest1000openPRs_plot_2 557 362 11 7 7 4 1 10 6 4 2 2 1 1 2 5 4 2 1 1 2 1 1 3 1 1 1 Number of PRs still open Number of PRs still open Latest1000openPRs_plot_2 Month created Latest 1000 open PRs

🔗 Age statistics for latest 1000 open PRs
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 6 days 16 days 40 days 28 days 39 days 1274 days
Standard deviation: 107 days

🔗 Issues resolved

39117 issues were closed as of 19 Dec 2024

39.83 times as many closed issues as open issues.

22 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 2024-02 2024-01 2023-11 2023-10 2023-09 2023-08 2023-06 2023-05 2023-04 2022-12 2022-09 2022-07 2022-06 2022-05 2022-04 2022-03 2022-02 2022-01 2021-11 2021-10 2021-09 2021-06 2021-05 2021-04 2021-03 2021-02 2020-11 2020-10 2020-09 2020-08 2020-07 2020-05 2020-03 2019-12 2019-10 2019-09 2019-08 2019-07 2018-11 2018-06 2018-02 2017-10 2017-02 2017-01 2016-06 Number of issues closed Latest1000closedissues_plot_2 185 396 313 21 5 3 2 2 4 3 3 5 2 2 1 2 1 3 1 1 1 3 2 1 1 2 2 3 1 1 1 2 1 1 1 1 1 1 1 2 2 1 1 1 1 2 1 1 1 1 1 1 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 22 days 569 days 561 days 999 days 1210 days 1604 days
Standard deviation: 481 days

🔗 PRs merged/closed

36274 PRs were merged/closed as of 19 Dec 2024

6.98 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 6.0 patchlevel 1 2024-12 2024-11 2024-07 2017-10 2017-09 Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 895 98 2 2 3 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 4 days 2 days 6 days 458 days
Standard deviation: 23 days

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