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Add dd_tags into djm.tags spark.application span attribute #10004

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Add dd_tags into djm.tags spark.application span attribute #10004

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@pawel-big-lebowski pawel-big-lebowski commented Nov 20, 2025 •
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What Does This Do

Puts all DD_TAGS tags into djm.tags attribute. This is necessary to identify all DD_TAGS as otherwise it's unclear which span attributes come from DD_TAGS. Also, the approach is consistent with Airflow and Databricks crawler.

Motivation

datadog.running_spans.duration is useful for monitoring job execution time and alerting in case of long running jobs. However, the metric does not allow currently any user provided tagging which which makes group-bys on a metric cumbersome.

Additional Notes

Related PR - https://github.com/DataDog/dd-go/pull/210590

Contributor Checklist

Jira ticket: [PROJ-IDENT]

@pawel-big-lebowski pawel-big-lebowski force-pushed the pawel.leszczynski/custom-tags-in-one-attribute branch from 6145838 to c1d1604 Compare November 20, 2025 09:23
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pr-commenter bot commented Nov 20, 2025 •
edited
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Benchmarks

Startup

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master pawel.leszczynski/custom-tags-in-one-attribute
git_commit_date 1764141366 1764150868
git_commit_sha c69c2cd aa411ca
release_version 1.57.0-SNAPSHOT~c69c2cd420 1.57.0-SNAPSHOT~aa411ca865
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1764152756 1764152756
ci_job_id 1257871794 1257871794
ci_pipeline_id 84076867 84076867
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-zfyrx7zua-project-304-concurrent-0-bh7ph73y 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-0-bh7ph73y 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
module Agent Agent
parent None None

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 53 metrics, 12 unstable metrics.

Startup time reports for petclinic 
gantt
    title petclinic - global startup overhead: candidate=1.57.0-SNAPSHOT~aa411ca865, baseline=1.57.0-SNAPSHOT~c69c2cd420

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.06 s) : 0, 1059622
Total [baseline] (10.796 s) : 0, 10795642
Agent [candidate] (1.053 s) : 0, 1053494
Total [candidate] (10.788 s) : 0, 10787714
section appsec
Agent [baseline] (1.227 s) : 0, 1227490
Total [baseline] (10.818 s) : 0, 10817923
Agent [candidate] (1.24 s) : 0, 1240283
Total [candidate] (10.877 s) : 0, 10877016
section iast
Agent [baseline] (1.194 s) : 0, 1194333
Total [baseline] (11.141 s) : 0, 11140853
Agent [candidate] (1.198 s) : 0, 1197761
Total [candidate] (11.218 s) : 0, 11218362
section profiling
Agent [baseline] (1.199 s) : 0, 1199297
Total [baseline] (10.905 s) : 0, 10905060
Agent [candidate] (1.201 s) : 0, 1200917
Total [candidate] (10.951 s) : 0, 10950651
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.06 s -
Agent appsec 1.227 s 167.868 ms (15.8%)
Agent iast 1.194 s 134.712 ms (12.7%)
Agent profiling 1.199 s 139.675 ms (13.2%)
Total tracing 10.796 s -
Total appsec 10.818 s 22.28 ms (0.2%)
Total iast 11.141 s 345.211 ms (3.2%)
Total profiling 10.905 s 109.418 ms (1.0%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.053 s -
Agent appsec 1.24 s 186.789 ms (17.7%)
Agent iast 1.198 s 144.267 ms (13.7%)
Agent profiling 1.201 s 147.422 ms (14.0%)
Total tracing 10.788 s -
Total appsec 10.877 s 89.302 ms (0.8%)
Total iast 11.218 s 430.647 ms (4.0%)
Total profiling 10.951 s 162.937 ms (1.5%) 
gantt
    title petclinic - break down per module: candidate=1.57.0-SNAPSHOT~aa411ca865, baseline=1.57.0-SNAPSHOT~c69c2cd420

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.498 ms) : 0, 1498
crashtracking [candidate] (1.473 ms) : 0, 1473
BytebuddyAgent [baseline] (712.226 ms) : 0, 712226
BytebuddyAgent [candidate] (708.404 ms) : 0, 708404
GlobalTracer [baseline] (250.977 ms) : 0, 250977
GlobalTracer [candidate] (249.404 ms) : 0, 249404
AppSec [baseline] (32.286 ms) : 0, 32286
AppSec [candidate] (32.022 ms) : 0, 32022
Debugger [baseline] (6.533 ms) : 0, 6533
Debugger [candidate] (6.387 ms) : 0, 6387
Remote Config [baseline] (682.797 µs) : 0, 683
Remote Config [candidate] (671.408 µs) : 0, 671
Telemetry [baseline] (14.815 ms) : 0, 14815
Telemetry [candidate] (14.726 ms) : 0, 14726
Flare Poller [baseline] (5.713 ms) : 0, 5713
Flare Poller [candidate] (5.652 ms) : 0, 5652
section appsec
crashtracking [baseline] (1.488 ms) : 0, 1488
crashtracking [candidate] (1.499 ms) : 0, 1499
BytebuddyAgent [baseline] (731.247 ms) : 0, 731247
BytebuddyAgent [candidate] (738.7 ms) : 0, 738700
GlobalTracer [baseline] (240.667 ms) : 0, 240667
GlobalTracer [candidate] (243.736 ms) : 0, 243736
IAST [baseline] (24.859 ms) : 0, 24859
IAST [candidate] (25.381 ms) : 0, 25381
AppSec [baseline] (175.183 ms) : 0, 175183
AppSec [candidate] (176.269 ms) : 0, 176269
Debugger [baseline] (6.236 ms) : 0, 6236
Debugger [candidate] (6.363 ms) : 0, 6363
Remote Config [baseline] (689.69 µs) : 0, 690
Remote Config [candidate] (701.497 µs) : 0, 701
Telemetry [baseline] (8.13 ms) : 0, 8130
Telemetry [candidate] (8.379 ms) : 0, 8379
Flare Poller [baseline] (4.011 ms) : 0, 4011
Flare Poller [candidate] (4.088 ms) : 0, 4088
section iast
crashtracking [baseline] (1.485 ms) : 0, 1485
crashtracking [candidate] (1.482 ms) : 0, 1482
BytebuddyAgent [baseline] (833.621 ms) : 0, 833621
BytebuddyAgent [candidate] (834.46 ms) : 0, 834460
GlobalTracer [baseline] (237.742 ms) : 0, 237742
GlobalTracer [candidate] (239.482 ms) : 0, 239482
IAST [baseline] (32.759 ms) : 0, 32759
IAST [candidate] (34.011 ms) : 0, 34011
AppSec [baseline] (27.683 ms) : 0, 27683
AppSec [candidate] (28.054 ms) : 0, 28054
Debugger [baseline] (6.945 ms) : 0, 6945
Debugger [candidate] (6.069 ms) : 0, 6069
Remote Config [baseline] (609.18 µs) : 0, 609
Remote Config [candidate] (624.834 µs) : 0, 625
Telemetry [baseline] (7.898 ms) : 0, 7898
Telemetry [candidate] (7.986 ms) : 0, 7986
Flare Poller [baseline] (10.787 ms) : 0, 10787
Flare Poller [candidate] (10.754 ms) : 0, 10754
section profiling
crashtracking [baseline] (1.427 ms) : 0, 1427
crashtracking [candidate] (1.44 ms) : 0, 1440
BytebuddyAgent [baseline] (734.638 ms) : 0, 734638
BytebuddyAgent [candidate] (734.905 ms) : 0, 734905
GlobalTracer [baseline] (223.264 ms) : 0, 223264
GlobalTracer [candidate] (222.772 ms) : 0, 222772
AppSec [baseline] (32.149 ms) : 0, 32149
AppSec [candidate] (32.197 ms) : 0, 32197
Debugger [baseline] (7.642 ms) : 0, 7642
Debugger [candidate] (6.887 ms) : 0, 6887
Remote Config [baseline] (708.994 µs) : 0, 709
Remote Config [candidate] (707.744 µs) : 0, 708
Telemetry [baseline] (15.279 ms) : 0, 15279
Telemetry [candidate] (16.243 ms) : 0, 16243
Flare Poller [baseline] (4.157 ms) : 0, 4157
Flare Poller [candidate] (4.124 ms) : 0, 4124
ProfilingAgent [baseline] (110.846 ms) : 0, 110846
ProfilingAgent [candidate] (112.489 ms) : 0, 112489
Profiling [baseline] (111.493 ms) : 0, 111493
Profiling [candidate] (113.146 ms) : 0, 113146
Loading
Startup time reports for insecure-bank 
gantt
    title insecure-bank - global startup overhead: candidate=1.57.0-SNAPSHOT~aa411ca865, baseline=1.57.0-SNAPSHOT~c69c2cd420

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.05 s) : 0, 1050319
Total [baseline] (8.706 s) : 0, 8706455
Agent [candidate] (1.051 s) : 0, 1050547
Total [candidate] (8.677 s) : 0, 8677263
section iast
Agent [baseline] (1.193 s) : 0, 1193390
Total [baseline] (9.341 s) : 0, 9340909
Agent [candidate] (1.206 s) : 0, 1206434
Total [candidate] (9.375 s) : 0, 9375276
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.05 s -
Agent iast 1.193 s 143.071 ms (13.6%)
Total tracing 8.706 s -
Total iast 9.341 s 634.454 ms (7.3%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.051 s -
Agent iast 1.206 s 155.887 ms (14.8%)
Total tracing 8.677 s -
Total iast 9.375 s 698.013 ms (8.0%) 
gantt
    title insecure-bank - break down per module: candidate=1.57.0-SNAPSHOT~aa411ca865, baseline=1.57.0-SNAPSHOT~c69c2cd420

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.479 ms) : 0, 1479
crashtracking [candidate] (1.488 ms) : 0, 1488
BytebuddyAgent [baseline] (706.392 ms) : 0, 706392
BytebuddyAgent [candidate] (706.887 ms) : 0, 706887
GlobalTracer [baseline] (248.377 ms) : 0, 248377
GlobalTracer [candidate] (248.428 ms) : 0, 248428
AppSec [baseline] (31.947 ms) : 0, 31947
AppSec [candidate] (31.898 ms) : 0, 31898
Debugger [baseline] (6.395 ms) : 0, 6395
Debugger [candidate] (6.351 ms) : 0, 6351
Remote Config [baseline] (667.426 µs) : 0, 667
Remote Config [candidate] (663.94 µs) : 0, 664
Telemetry [baseline] (14.654 ms) : 0, 14654
Telemetry [candidate] (15.159 ms) : 0, 15159
Flare Poller [baseline] (5.545 ms) : 0, 5545
Flare Poller [candidate] (4.874 ms) : 0, 4874
section iast
crashtracking [baseline] (1.479 ms) : 0, 1479
crashtracking [candidate] (1.494 ms) : 0, 1494
BytebuddyAgent [baseline] (831.413 ms) : 0, 831413
BytebuddyAgent [candidate] (842.524 ms) : 0, 842524
GlobalTracer [baseline] (238.457 ms) : 0, 238457
GlobalTracer [candidate] (239.109 ms) : 0, 239109
IAST [baseline] (31.416 ms) : 0, 31416
IAST [candidate] (30.616 ms) : 0, 30616
AppSec [baseline] (30.492 ms) : 0, 30492
AppSec [candidate] (31.679 ms) : 0, 31679
Debugger [baseline] (6.068 ms) : 0, 6068
Debugger [candidate] (6.151 ms) : 0, 6151
Remote Config [baseline] (620.587 µs) : 0, 621
Remote Config [candidate] (616.679 µs) : 0, 617
Telemetry [baseline] (7.965 ms) : 0, 7965
Telemetry [candidate] (8.137 ms) : 0, 8137
Flare Poller [baseline] (10.631 ms) : 0, 10631
Flare Poller [candidate] (10.952 ms) : 0, 10952
Loading

Load

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master pawel.leszczynski/custom-tags-in-one-attribute
git_commit_date 1764141366 1764150868
git_commit_sha c69c2cd aa411ca
release_version 1.57.0-SNAPSHOT~c69c2cd420 1.57.0-SNAPSHOT~aa411ca865
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1764153161 1764153161
ci_job_id 1257871795 1257871795
ci_pipeline_id 84076867 84076867
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-zfyrx7zua-project-304-concurrent-0-5h63n9qw 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-0-5h63n9qw 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 1 performance improvements and 3 performance regressions! Performance is the same for 15 metrics, 17 unstable metrics.

scenario Δ mean agg_http_req_duration_p50 Δ mean agg_http_req_duration_p95 Δ mean throughput candidate mean agg_http_req_duration_p50 candidate mean agg_http_req_duration_p95 candidate mean throughput baseline mean agg_http_req_duration_p50 baseline mean agg_http_req_duration_p95 baseline mean throughput
scenario:load:insecure-bank:iast:high_load worse
[+117.360µs; +206.490µs] or [+4.798%; +8.441%]		 worse
[+249.287µs; +614.254µs] or [+3.444%; +8.486%]		 unstable
[-226.123op/s; +70.123op/s] or [-15.630%; +4.847%]		 2.608ms 7.671ms 1368.750op/s 2.446ms 7.239ms 1446.750op/s
scenario:load:insecure-bank:iast_FULL:high_load worse
[+168.973µs; +344.089µs] or [+3.312%; +6.744%]		 unsure
[+231.126µs; +777.988µs] or [+1.896%; +6.383%]		 unstable
[-116.656op/s; +44.656op/s] or [-14.489%; +5.546%]		 5.359ms 12.692ms 769.125op/s 5.102ms 12.188ms 805.125op/s
scenario:load:petclinic:profiling:high_load better
[-2.275ms; -0.689ms] or [-11.775%; -3.567%]		 unsure
[-2.034ms; -0.038ms] or [-6.597%; -0.123%]		 unstable
[-16.501op/s; +38.939op/s] or [-6.861%; +16.191%]		 17.840ms 29.792ms 251.719op/s 19.322ms 30.828ms 240.500op/s
Request duration reports for insecure-bank 
gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.57.0-SNAPSHOT~aa411ca865, baseline=1.57.0-SNAPSHOT~c69c2cd420
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.214 ms) : 1202, 1226
.   : milestone, 1214,
iast (3.16 ms) : 3121, 3200
.   : milestone, 3160,
iast_FULL (5.743 ms) : 5685, 5800
.   : milestone, 5743,
iast_GLOBAL (3.674 ms) : 3610, 3738
.   : milestone, 3674,
profiling (2.285 ms) : 2263, 2306
.   : milestone, 2285,
tracing (1.831 ms) : 1816, 1846
.   : milestone, 1831,
section candidate
no_agent (1.215 ms) : 1203, 1227
.   : milestone, 1215,
iast (3.344 ms) : 3301, 3387
.   : milestone, 3344,
iast_FULL (6.013 ms) : 5952, 6075
.   : milestone, 6013,
iast_GLOBAL (3.602 ms) : 3555, 3650
.   : milestone, 3602,
profiling (2.165 ms) : 2145, 2185
.   : milestone, 2165,
tracing (1.851 ms) : 1834, 1868
.   : milestone, 1851,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.214 ms [1.202 ms, 1.226 ms] -
iast 3.16 ms [3.121 ms, 3.2 ms] 1.946 ms (160.3%)
iast_FULL 5.743 ms [5.685 ms, 5.8 ms] 4.529 ms (373.0%)
iast_GLOBAL 3.674 ms [3.61 ms, 3.738 ms] 2.46 ms (202.6%)
profiling 2.285 ms [2.263 ms, 2.306 ms] 1.071 ms (88.2%)
tracing 1.831 ms [1.816 ms, 1.846 ms] 616.826 µs (50.8%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.215 ms [1.203 ms, 1.227 ms] -
iast 3.344 ms [3.301 ms, 3.387 ms] 2.129 ms (175.2%)
iast_FULL 6.013 ms [5.952 ms, 6.075 ms] 4.798 ms (394.9%)
iast_GLOBAL 3.602 ms [3.555 ms, 3.65 ms] 2.387 ms (196.5%)
profiling 2.165 ms [2.145 ms, 2.185 ms] 949.981 µs (78.2%)
tracing 1.851 ms [1.834 ms, 1.868 ms] 635.776 µs (52.3%)
Request duration reports for petclinic 
gantt
    title petclinic - request duration [CI 0.99] : candidate=1.57.0-SNAPSHOT~aa411ca865, baseline=1.57.0-SNAPSHOT~c69c2cd420
    dateFormat X
    axisFormat %s
section baseline
no_agent (18.022 ms) : 17839, 18205
.   : milestone, 18022,
appsec (18.817 ms) : 18622, 19012
.   : milestone, 18817,
code_origins (17.604 ms) : 17429, 17779
.   : milestone, 17604,
iast (17.848 ms) : 17670, 18026
.   : milestone, 17848,
profiling (19.411 ms) : 19212, 19611
.   : milestone, 19411,
tracing (17.998 ms) : 17818, 18177
.   : milestone, 17998,
section candidate
no_agent (19.011 ms) : 18816, 19206
.   : milestone, 19011,
appsec (18.838 ms) : 18645, 19032
.   : milestone, 18838,
code_origins (17.83 ms) : 17652, 18007
.   : milestone, 17830,
iast (18.104 ms) : 17922, 18285
.   : milestone, 18104,
profiling (18.54 ms) : 18356, 18724
.   : milestone, 18540,
tracing (17.814 ms) : 17637, 17991
.   : milestone, 17814,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 18.022 ms [17.839 ms, 18.205 ms] -
appsec 18.817 ms [18.622 ms, 19.012 ms] 794.847 µs (4.4%)
code_origins 17.604 ms [17.429 ms, 17.779 ms] -417.945 µs (-2.3%)
iast 17.848 ms [17.67 ms, 18.026 ms] -173.597 µs (-1.0%)
profiling 19.411 ms [19.212 ms, 19.611 ms] 1.389 ms (7.7%)
tracing 17.998 ms [17.818 ms, 18.177 ms] -24.378 µs (-0.1%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 19.011 ms [18.816 ms, 19.206 ms] -
appsec 18.838 ms [18.645 ms, 19.032 ms] -172.891 µs (-0.9%)
code_origins 17.83 ms [17.652 ms, 18.007 ms] -1.182 ms (-6.2%)
iast 18.104 ms [17.922 ms, 18.285 ms] -907.739 µs (-4.8%)
profiling 18.54 ms [18.356 ms, 18.724 ms] -471.567 µs (-2.5%)
tracing 17.814 ms [17.637 ms, 17.991 ms] -1.197 ms (-6.3%)

Dacapo

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master pawel.leszczynski/custom-tags-in-one-attribute
git_commit_date 1764141366 1764150868
git_commit_sha c69c2cd aa411ca
release_version 1.57.0-SNAPSHOT~c69c2cd420 1.57.0-SNAPSHOT~aa411ca865
See matching parameters
Baseline Candidate
application biojava biojava
ci_job_date 1764152881 1764152881
ci_job_id 1257871796 1257871796
ci_pipeline_id 84076867 84076867
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-zfyrx7zua-project-304-concurrent-0-kzto8eg9 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-0-kzto8eg9 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 12 metrics, 0 unstable metrics.

Execution time for tomcat 
gantt
    title tomcat - execution time [CI 0.99] : candidate=1.57.0-SNAPSHOT~aa411ca865, baseline=1.57.0-SNAPSHOT~c69c2cd420
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.487 ms) : 1476, 1499
.   : milestone, 1487,
appsec (2.545 ms) : 2490, 2600
.   : milestone, 2545,
iast (2.236 ms) : 2171, 2301
.   : milestone, 2236,
iast_GLOBAL (2.274 ms) : 2209, 2340
.   : milestone, 2274,
profiling (2.1 ms) : 2047, 2153
.   : milestone, 2100,
tracing (2.067 ms) : 2016, 2118
.   : milestone, 2067,
section candidate
no_agent (1.485 ms) : 1474, 1497
.   : milestone, 1485,
appsec (2.545 ms) : 2490, 2600
.   : milestone, 2545,
iast (2.231 ms) : 2167, 2296
.   : milestone, 2231,
iast_GLOBAL (2.281 ms) : 2216, 2346
.   : milestone, 2281,
profiling (2.067 ms) : 2015, 2119
.   : milestone, 2067,
tracing (2.059 ms) : 2008, 2110
.   : milestone, 2059,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.487 ms [1.476 ms, 1.499 ms] -
appsec 2.545 ms [2.49 ms, 2.6 ms] 1.058 ms (71.1%)
iast 2.236 ms [2.171 ms, 2.301 ms] 748.89 µs (50.3%)
iast_GLOBAL 2.274 ms [2.209 ms, 2.34 ms] 787.017 µs (52.9%)
profiling 2.1 ms [2.047 ms, 2.153 ms] 612.435 µs (41.2%)
tracing 2.067 ms [2.016 ms, 2.118 ms] 579.53 µs (39.0%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.485 ms [1.474 ms, 1.497 ms] -
appsec 2.545 ms [2.49 ms, 2.6 ms] 1.06 ms (71.4%)
iast 2.231 ms [2.167 ms, 2.296 ms] 746.147 µs (50.2%)
iast_GLOBAL 2.281 ms [2.216 ms, 2.346 ms] 795.856 µs (53.6%)
profiling 2.067 ms [2.015 ms, 2.119 ms] 581.938 µs (39.2%)
tracing 2.059 ms [2.008 ms, 2.11 ms] 573.573 µs (38.6%)
Execution time for biojava 
gantt
    title biojava - execution time [CI 0.99] : candidate=1.57.0-SNAPSHOT~aa411ca865, baseline=1.57.0-SNAPSHOT~c69c2cd420
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.662 s) : 15662000, 15662000
.   : milestone, 15662000,
appsec (15.007 s) : 15007000, 15007000
.   : milestone, 15007000,
iast (18.353 s) : 18353000, 18353000
.   : milestone, 18353000,
iast_GLOBAL (17.782 s) : 17782000, 17782000
.   : milestone, 17782000,
profiling (15.134 s) : 15134000, 15134000
.   : milestone, 15134000,
tracing (14.727 s) : 14727000, 14727000
.   : milestone, 14727000,
section candidate
no_agent (15.366 s) : 15366000, 15366000
.   : milestone, 15366000,
appsec (14.776 s) : 14776000, 14776000
.   : milestone, 14776000,
iast (18.671 s) : 18671000, 18671000
.   : milestone, 18671000,
iast_GLOBAL (18.102 s) : 18102000, 18102000
.   : milestone, 18102000,
profiling (14.693 s) : 14693000, 14693000
.   : milestone, 14693000,
tracing (14.864 s) : 14864000, 14864000
.   : milestone, 14864000,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.662 s [15.662 s, 15.662 s] -
appsec 15.007 s [15.007 s, 15.007 s] -655.0 ms (-4.2%)
iast 18.353 s [18.353 s, 18.353 s] 2.691 s (17.2%)
iast_GLOBAL 17.782 s [17.782 s, 17.782 s] 2.12 s (13.5%)
profiling 15.134 s [15.134 s, 15.134 s] -528.0 ms (-3.4%)
tracing 14.727 s [14.727 s, 14.727 s] -935.0 ms (-6.0%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.366 s [15.366 s, 15.366 s] -
appsec 14.776 s [14.776 s, 14.776 s] -590.0 ms (-3.8%)
iast 18.671 s [18.671 s, 18.671 s] 3.305 s (21.5%)
iast_GLOBAL 18.102 s [18.102 s, 18.102 s] 2.736 s (17.8%)
profiling 14.693 s [14.693 s, 14.693 s] -673.0 ms (-4.4%)
tracing 14.864 s [14.864 s, 14.864 s] -502.0 ms (-3.3%)

@pawel-big-lebowski pawel-big-lebowski force-pushed the pawel.leszczynski/custom-tags-in-one-attribute branch 2 times, most recently from 7d0d9a5 to 67ee5ad Compare November 24, 2025 12:30
@pawel-big-lebowski pawel-big-lebowski changed the title put custom tags into a single defined attribute Put all custom tags into djm.tags span attribute Nov 25, 2025
@pawel-big-lebowski pawel-big-lebowski changed the title Put all custom tags into djm.tags span attribute Put DD_TAGS into djm.tags span attribute Nov 25, 2025
@pawel-big-lebowski pawel-big-lebowski changed the title Put DD_TAGS into djm.tags span attribute Add dd_tags into djm.tags spark.application span attribute Nov 26, 2025
@pawel-big-lebowski pawel-big-lebowski force-pushed the pawel.leszczynski/custom-tags-in-one-attribute branch from 67ee5ad to 25323ca Compare November 26, 2025 08:56
@pawel-big-lebowski pawel-big-lebowski marked this pull request as ready for review November 26, 2025 09:13
@pawel-big-lebowski pawel-big-lebowski requested a review from a team as a code owner November 26, 2025 09:13
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@pawel-big-lebowski pawel-big-lebowski added inst: apache spark Apache Spark instrumentation type: enhancement Enhancements and improvements labels Nov 26, 2025
@pawel-big-lebowski pawel-big-lebowski force-pushed the pawel.leszczynski/custom-tags-in-one-attribute branch from 25323ca to aa411ca Compare November 26, 2025 09:54
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