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LLM Obs SDK Mapper

Open gary-huang opened this issue 9 months ago • 1 comments
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What Does This Do

Motivation

Additional Notes

Contributor Checklist

Jira ticket: [PROJ-IDENT]

gary-huang avatar Feb 12 '25 05:02 gary-huang

Benchmarks

Startup

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master gary/add-llm-obs-writer
git_commit_date 1751899764 1751932260
git_commit_sha 2ee59a972d 75d85a24a4
release_version 1.51.0-SNAPSHOT~2ee59a972d 1.50.0-SNAPSHOT~75d85a24a4
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1751934730 1751934730
ci_job_id 1017407734 1017407734
ci_pipeline_id 69857120 69857120
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-zgj6jfkn 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-0-zgj6jfkn 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
module Agent Agent
parent None None
variant iast iast

Summary

Found 1 performance improvements and 7 performance regressions! Performance is the same for 45 metrics, 18 unstable metrics.

scenario Δ mean execution_time candidate mean execution_time baseline mean execution_time
scenario:startup:insecure-bank:tracing:Agent.start worse
[+21.499ms; +59.462ms] or [+2.148%; +5.942%]
1.041s 1.001s
scenario:startup:insecure-bank:tracing:Remote Config worse
[+53.519µs; +91.515µs] or [+7.982%; +13.649%]
742.984µs 670.467µs
scenario:startup:petclinic:appsec:IAST better
[-1.626ms; -0.883ms] or [-7.017%; -3.811%]
21.919ms 23.174ms
scenario:startup:petclinic:appsec:AppSec worse
[+5.520ms; +8.298ms] or [+3.240%; +4.871%]
177.244ms 170.335ms
scenario:startup:petclinic:appsec:Remote Config worse
[+13.830µs; +59.728µs] or [+2.260%; +9.761%]
648.664µs 611.885µs
scenario:startup:petclinic:profiling:AppSec worse
[+28.448ms; +31.335ms] or [+89.930%; +99.056%]
61.526ms 31.634ms
scenario:startup:petclinic:tracing:Agent.start worse
[+28.949ms; +38.521ms] or [+2.910%; +3.872%]
1028.609ms 994.874ms
scenario:startup:petclinic:tracing:Remote Config worse
[+39.717µs; +100.256µs] or [+5.806%; +14.656%]
754.062µs 684.075µs
Startup time reports for insecure-bank
gantt
    title insecure-bank - global startup overhead: candidate=1.50.0-SNAPSHOT~75d85a24a4, baseline=1.51.0-SNAPSHOT~2ee59a972d

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.001 s) : 0, 1000684
Total [baseline] (8.581 s) : 0, 8580781
Agent [candidate] (1.041 s) : 0, 1041164
Total [candidate] (8.627 s) : 0, 8627429
section iast
Agent [baseline] (1.132 s) : 0, 1132474
Total [baseline] (9.296 s) : 0, 9295531
Agent [candidate] (1.152 s) : 0, 1152031
Total [candidate] (9.232 s) : 0, 9232244
section iast_HARDCODED_SECRET_DISABLED
Agent [baseline] (1.137 s) : 0, 1136589
Total [baseline] (9.243 s) : 0, 9243239
Agent [candidate] (1.152 s) : 0, 1152177
Total [candidate] (9.188 s) : 0, 9188250
section iast_TELEMETRY_OFF
Agent [baseline] (1.132 s) : 0, 1131586
Total [baseline] (9.243 s) : 0, 9243302
Agent [candidate] (1.153 s) : 0, 1153211
Total [candidate] (9.237 s) : 0, 9236572
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.001 s -
Agent iast 1.132 s 131.79 ms (13.2%)
Agent iast_HARDCODED_SECRET_DISABLED 1.137 s 135.906 ms (13.6%)
Agent iast_TELEMETRY_OFF 1.132 s 130.903 ms (13.1%)
Total tracing 8.581 s -
Total iast 9.296 s 714.751 ms (8.3%)
Total iast_HARDCODED_SECRET_DISABLED 9.243 s 662.458 ms (7.7%)
Total iast_TELEMETRY_OFF 9.243 s 662.521 ms (7.7%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.041 s -
Agent iast 1.152 s 110.867 ms (10.6%)
Agent iast_HARDCODED_SECRET_DISABLED 1.152 s 111.013 ms (10.7%)
Agent iast_TELEMETRY_OFF 1.153 s 112.047 ms (10.8%)
Total tracing 8.627 s -
Total iast 9.232 s 604.815 ms (7.0%)
Total iast_HARDCODED_SECRET_DISABLED 9.188 s 560.822 ms (6.5%)
Total iast_TELEMETRY_OFF 9.237 s 609.144 ms (7.1%)
gantt
    title insecure-bank - break down per module: candidate=1.50.0-SNAPSHOT~75d85a24a4, baseline=1.51.0-SNAPSHOT~2ee59a972d

    dateFormat X
    axisFormat %s
section tracing
BytebuddyAgent [baseline] (692.578 ms) : 0, 692578
BytebuddyAgent [candidate] (695.179 ms) : 0, 695179
GlobalTracer [baseline] (242.096 ms) : 0, 242096
GlobalTracer [candidate] (245.642 ms) : 0, 245642
AppSec [baseline] (30.206 ms) : 0, 30206
AppSec [candidate] (57.728 ms) : 0, 57728
Debugger [baseline] (6.017 ms) : 0, 6017
Debugger [candidate] (6.248 ms) : 0, 6248
Remote Config [baseline] (670.467 µs) : 0, 670
Remote Config [candidate] (742.984 µs) : 0, 743
Telemetry [baseline] (8.205 ms) : 0, 8205
Telemetry [candidate] (12.015 ms) : 0, 12015
section iast
BytebuddyAgent [baseline] (807.084 ms) : 0, 807084
BytebuddyAgent [candidate] (804.265 ms) : 0, 804265
GlobalTracer [baseline] (232.771 ms) : 0, 232771
GlobalTracer [candidate] (231.301 ms) : 0, 231301
IAST [baseline] (25.264 ms) : 0, 25264
IAST [candidate] (28.479 ms) : 0, 28479
AppSec [baseline] (31.281 ms) : 0, 31281
AppSec [candidate] (50.152 ms) : 0, 50152
Debugger [baseline] (6.711 ms) : 0, 6711
Debugger [candidate] (5.913 ms) : 0, 5913
Remote Config [baseline] (594.193 µs) : 0, 594
Remote Config [candidate] (590.854 µs) : 0, 591
Telemetry [baseline] (7.938 ms) : 0, 7938
Telemetry [candidate] (7.892 ms) : 0, 7892
section iast_HARDCODED_SECRET_DISABLED
BytebuddyAgent [baseline] (809.88 ms) : 0, 809880
BytebuddyAgent [candidate] (803.06 ms) : 0, 803060
GlobalTracer [baseline] (233.977 ms) : 0, 233977
GlobalTracer [candidate] (232.313 ms) : 0, 232313
IAST [baseline] (27.183 ms) : 0, 27183
IAST [candidate] (26.056 ms) : 0, 26056
AppSec [baseline] (29.44 ms) : 0, 29440
AppSec [candidate] (52.904 ms) : 0, 52904
Debugger [baseline] (6.677 ms) : 0, 6677
Debugger [candidate] (5.904 ms) : 0, 5904
Remote Config [baseline] (575.641 µs) : 0, 576
Remote Config [candidate] (583.864 µs) : 0, 584
Telemetry [baseline] (8.042 ms) : 0, 8042
Telemetry [candidate] (7.869 ms) : 0, 7869
section iast_TELEMETRY_OFF
BytebuddyAgent [baseline] (806.473 ms) : 0, 806473
BytebuddyAgent [candidate] (805.936 ms) : 0, 805936
GlobalTracer [baseline] (233.495 ms) : 0, 233495
GlobalTracer [candidate] (231.129 ms) : 0, 231129
IAST [baseline] (27.99 ms) : 0, 27990
IAST [candidate] (28.659 ms) : 0, 28659
AppSec [baseline] (28.414 ms) : 0, 28414
AppSec [candidate] (49.485 ms) : 0, 49485
Debugger [baseline] (5.853 ms) : 0, 5853
Debugger [candidate] (6.008 ms) : 0, 6008
Remote Config [baseline] (579.127 µs) : 0, 579
Remote Config [candidate] (607.292 µs) : 0, 607
Telemetry [baseline] (7.904 ms) : 0, 7904
Telemetry [candidate] (7.847 ms) : 0, 7847
Startup time reports for petclinic
gantt
    title petclinic - global startup overhead: candidate=1.50.0-SNAPSHOT~75d85a24a4, baseline=1.51.0-SNAPSHOT~2ee59a972d

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (994.874 ms) : 0, 994874
Total [baseline] (10.627 s) : 0, 10626508
Agent [candidate] (1.029 s) : 0, 1028609
Total [candidate] (10.683 s) : 0, 10682883
section appsec
Agent [baseline] (1.164 s) : 0, 1164353
Total [baseline] (10.751 s) : 0, 10751042
Agent [candidate] (1.173 s) : 0, 1173072
Total [candidate] (10.786 s) : 0, 10785737
section iast
Agent [baseline] (1.135 s) : 0, 1135337
Total [baseline] (10.816 s) : 0, 10815689
Agent [candidate] (1.152 s) : 0, 1151875
Total [candidate] (10.889 s) : 0, 10888694
section profiling
Agent [baseline] (1.245 s) : 0, 1244982
Total [baseline] (10.966 s) : 0, 10966147
Agent [candidate] (1.269 s) : 0, 1269296
Total [candidate] (10.921 s) : 0, 10921137
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 994.874 ms -
Agent appsec 1.164 s 169.479 ms (17.0%)
Agent iast 1.135 s 140.463 ms (14.1%)
Agent profiling 1.245 s 250.108 ms (25.1%)
Total tracing 10.627 s -
Total appsec 10.751 s 124.534 ms (1.2%)
Total iast 10.816 s 189.181 ms (1.8%)
Total profiling 10.966 s 339.638 ms (3.2%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.029 s -
Agent appsec 1.173 s 144.463 ms (14.0%)
Agent iast 1.152 s 123.266 ms (12.0%)
Agent profiling 1.269 s 240.687 ms (23.4%)
Total tracing 10.683 s -
Total appsec 10.786 s 102.854 ms (1.0%)
Total iast 10.889 s 205.811 ms (1.9%)
Total profiling 10.921 s 238.254 ms (2.2%)
gantt
    title petclinic - break down per module: candidate=1.50.0-SNAPSHOT~75d85a24a4, baseline=1.51.0-SNAPSHOT~2ee59a972d

    dateFormat X
    axisFormat %s
section tracing
BytebuddyAgent [baseline] (686.662 ms) : 0, 686662
BytebuddyAgent [candidate] (684.584 ms) : 0, 684584
GlobalTracer [baseline] (242.062 ms) : 0, 242062
GlobalTracer [candidate] (243.222 ms) : 0, 243222
AppSec [baseline] (30.452 ms) : 0, 30452
AppSec [candidate] (57.236 ms) : 0, 57236
Debugger [baseline] (6.047 ms) : 0, 6047
Debugger [candidate] (6.239 ms) : 0, 6239
Remote Config [baseline] (684.075 µs) : 0, 684
Remote Config [candidate] (754.062 µs) : 0, 754
Telemetry [baseline] (8.18 ms) : 0, 8180
Telemetry [candidate] (12.963 ms) : 0, 12963
section appsec
BytebuddyAgent [baseline] (705.901 ms) : 0, 705901
BytebuddyAgent [candidate] (707.265 ms) : 0, 707265
GlobalTracer [baseline] (239.273 ms) : 0, 239273
GlobalTracer [candidate] (239.962 ms) : 0, 239962
IAST [baseline] (23.174 ms) : 0, 23174
IAST [candidate] (21.919 ms) : 0, 21919
AppSec [baseline] (170.335 ms) : 0, 170335
AppSec [candidate] (177.244 ms) : 0, 177244
Debugger [baseline] (7.305 ms) : 0, 7305
Debugger [candidate] (5.978 ms) : 0, 5978
Remote Config [baseline] (611.885 µs) : 0, 612
Remote Config [candidate] (648.664 µs) : 0, 649
Telemetry [baseline] (8.464 ms) : 0, 8464
Telemetry [candidate] (7.374 ms) : 0, 7374
section iast
BytebuddyAgent [baseline] (809.323 ms) : 0, 809323
BytebuddyAgent [candidate] (803.393 ms) : 0, 803393
GlobalTracer [baseline] (233.45 ms) : 0, 233450
GlobalTracer [candidate] (231.382 ms) : 0, 231382
IAST [baseline] (28.571 ms) : 0, 28571
IAST [candidate] (29.487 ms) : 0, 29487
AppSec [baseline] (28.725 ms) : 0, 28725
AppSec [candidate] (49.659 ms) : 0, 49659
Debugger [baseline] (5.82 ms) : 0, 5820
Debugger [candidate] (5.9 ms) : 0, 5900
Remote Config [baseline] (581.454 µs) : 0, 581
Remote Config [candidate] (596.172 µs) : 0, 596
Telemetry [baseline] (7.993 ms) : 0, 7993
Telemetry [candidate] (7.956 ms) : 0, 7956
section profiling
BytebuddyAgent [baseline] (678.331 ms) : 0, 678331
BytebuddyAgent [candidate] (676.196 ms) : 0, 676196
GlobalTracer [baseline] (362.017 ms) : 0, 362017
GlobalTracer [candidate] (361.013 ms) : 0, 361013
AppSec [baseline] (31.634 ms) : 0, 31634
AppSec [candidate] (61.526 ms) : 0, 61526
Debugger [baseline] (12.049 ms) : 0, 12049
Debugger [candidate] (6.06 ms) : 0, 6060
Remote Config [baseline] (660.085 µs) : 0, 660
Remote Config [candidate] (653.859 µs) : 0, 654
Telemetry [baseline] (8.763 ms) : 0, 8763
Telemetry [candidate] (8.137 ms) : 0, 8137
ProfilingAgent [baseline] (102.937 ms) : 0, 102937
ProfilingAgent [candidate] (104.845 ms) : 0, 104845
Profiling [baseline] (102.96 ms) : 0, 102960
Profiling [candidate] (104.869 ms) : 0, 104869

Load

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
end_time 2025-07-08T00:02:29 2025-07-08T00:15:58
git_branch master gary/add-llm-obs-writer
git_commit_date 1751899764 1751932260
git_commit_sha 2ee59a972d 75d85a24a4
release_version 1.51.0-SNAPSHOT~2ee59a972d 1.50.0-SNAPSHOT~75d85a24a4
start_time 2025-07-08T00:02:15 2025-07-08T00:15:43
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1751934098 1751934098
ci_job_id 1017407735 1017407735
ci_pipeline_id 69857120 69857120
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-1-nnibq57e 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-1-nnibq57e 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
thresholds_or_results results results
variant iast iast

Summary

Found 5 performance improvements and 1 performance regressions! Performance is the same for 6 metrics, 16 unstable metrics.

scenario Δ mean http_req_duration Δ mean throughput candidate mean http_req_duration candidate mean throughput baseline mean http_req_duration baseline mean throughput
scenario:load:petclinic:appsec better
[-9.080ms; -8.918ms] or [-87.286%; -85.729%]
unstable
[+307.784op/s; +4257.076op/s] or [+64.635%; +893.986%]
1.404ms 2758.621op/s 10.402ms 476.190op/s
scenario:load:petclinic:appsec_no_iast better
[-1.126ms; -0.975ms] or [-62.808%; -54.434%]
unstable
[-1447.194op/s; +5630.200op/s] or [-61.506%; +239.284%]
0.742ms 4444.444op/s 1.792ms 2352.941op/s
scenario:load:petclinic:iast better
[-1.100ms; -1.000ms] or [-97.538%; -88.650%]
unstable
[+1377.018op/s; +11666.461op/s] or [+39.589%; +335.411%]
0.078ms 10000.000op/s 1.128ms 3478.261op/s
scenario:load:petclinic:no_agent worse
[+2.773ms; +2.916ms] or [+31.811%; +33.451%]
unstable
[-165.693op/s; -108.844op/s] or [-29.203%; -19.184%]
11.563ms 430.108op/s 8.718ms 567.376op/s
scenario:load:petclinic:profiling better
[-5.398ms; -5.239ms] or [-73.057%; -70.906%]
unstable
[-109.811op/s; +2776.477op/s] or [-16.472%; +416.472%]
2.070ms 2000.000op/s 7.388ms 666.667op/s
scenario:load:petclinic:tracing better
[-5.114ms; -4.915ms] or [-61.746%; -59.349%]
unstable
[-312.648op/s; +1780.778op/s] or [-52.369%; +298.280%]
3.267ms 1331.080op/s 8.282ms 597.015op/s

Dacapo

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master gary/add-llm-obs-writer
git_commit_date 1751899764 1751932260
git_commit_sha 2ee59a972d 75d85a24a4
release_version 1.51.0-SNAPSHOT~2ee59a972d 1.50.0-SNAPSHOT~75d85a24a4
See matching parameters
Baseline Candidate
application biojava biojava
ci_job_date 1751934321 1751934321
ci_job_id 1017407736 1017407736
ci_pipeline_id 69857120 69857120
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-2-cl7aziws 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux Linux runner-zfyrx7zua-project-304-concurrent-2-cl7aziws 6.8.0-1030-aws #32~22.04.1-Ubuntu SMP Thu Jun 5 08:38:24 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
variant appsec appsec

Summary

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

Execution time for biojava
gantt
    title biojava - execution time [CI 0.99] : candidate=1.50.0-SNAPSHOT~75d85a24a4, baseline=1.51.0-SNAPSHOT~2ee59a972d
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.545 s) : 15545000, 15545000
.   : milestone, 15545000,
appsec (14.899 s) : 14899000, 14899000
.   : milestone, 14899000,
iast (18.704 s) : 18704000, 18704000
.   : milestone, 18704000,
iast_GLOBAL (17.93 s) : 17930000, 17930000
.   : milestone, 17930000,
profiling (15.782 s) : 15782000, 15782000
.   : milestone, 15782000,
tracing (15.077 s) : 15077000, 15077000
.   : milestone, 15077000,
section candidate
no_agent (15.26 s) : 15260000, 15260000
.   : milestone, 15260000,
appsec (14.69 s) : 14690000, 14690000
.   : milestone, 14690000,
iast (18.25 s) : 18250000, 18250000
.   : milestone, 18250000,
iast_GLOBAL (17.84 s) : 17840000, 17840000
.   : milestone, 17840000,
profiling (15.189 s) : 15189000, 15189000
.   : milestone, 15189000,
tracing (14.95 s) : 14950000, 14950000
.   : milestone, 14950000,
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.545 s [15.545 s, 15.545 s] -
appsec 14.899 s [14.899 s, 14.899 s] -646.0 ms (-4.2%)
iast 18.704 s [18.704 s, 18.704 s] 3.159 s (20.3%)
iast_GLOBAL 17.93 s [17.93 s, 17.93 s] 2.385 s (15.3%)
profiling 15.782 s [15.782 s, 15.782 s] 237.0 ms (1.5%)
tracing 15.077 s [15.077 s, 15.077 s] -468.0 ms (-3.0%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.26 s [15.26 s, 15.26 s] -
appsec 14.69 s [14.69 s, 14.69 s] -570.0 ms (-3.7%)
iast 18.25 s [18.25 s, 18.25 s] 2.99 s (19.6%)
iast_GLOBAL 17.84 s [17.84 s, 17.84 s] 2.58 s (16.9%)
profiling 15.189 s [15.189 s, 15.189 s] -71.0 ms (-0.5%)
tracing 14.95 s [14.95 s, 14.95 s] -310.0 ms (-2.0%)
Execution time for tomcat
gantt
    title tomcat - execution time [CI 0.99] : candidate=1.50.0-SNAPSHOT~75d85a24a4, baseline=1.51.0-SNAPSHOT~2ee59a972d
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.474 ms) : 1462, 1485
.   : milestone, 1474,
appsec (2.419 ms) : 2370, 2469
.   : milestone, 2419,
iast (2.199 ms) : 2137, 2262
.   : milestone, 2199,
iast_GLOBAL (2.233 ms) : 2171, 2295
.   : milestone, 2233,
profiling (2.048 ms) : 1998, 2098
.   : milestone, 2048,
tracing (2.003 ms) : 1955, 2051
.   : milestone, 2003,
section candidate
no_agent (1.477 ms) : 1466, 1489
.   : milestone, 1477,
appsec (2.408 ms) : 2359, 2457
.   : milestone, 2408,
iast (2.188 ms) : 2127, 2249
.   : milestone, 2188,
iast_GLOBAL (2.229 ms) : 2167, 2291
.   : milestone, 2229,
profiling (2.039 ms) : 1989, 2089
.   : milestone, 2039,
tracing (2.013 ms) : 1965, 2061
.   : milestone, 2013,
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.474 ms [1.462 ms, 1.485 ms] -
appsec 2.419 ms [2.37 ms, 2.469 ms] 945.608 µs (64.2%)
iast 2.199 ms [2.137 ms, 2.262 ms] 725.672 µs (49.2%)
iast_GLOBAL 2.233 ms [2.171 ms, 2.295 ms] 759.69 µs (51.5%)
profiling 2.048 ms [1.998 ms, 2.098 ms] 574.363 µs (39.0%)
tracing 2.003 ms [1.955 ms, 2.051 ms] 529.662 µs (35.9%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.477 ms [1.466 ms, 1.489 ms] -
appsec 2.408 ms [2.359 ms, 2.457 ms] 930.552 µs (63.0%)
iast 2.188 ms [2.127 ms, 2.249 ms] 710.455 µs (48.1%)
iast_GLOBAL 2.229 ms [2.167 ms, 2.291 ms] 751.439 µs (50.9%)
profiling 2.039 ms [1.989 ms, 2.089 ms] 562.057 µs (38.0%)
tracing 2.013 ms [1.965 ms, 2.061 ms] 535.592 µs (36.3%)

pr-commenter[bot] avatar Feb 13 '25 08:02 pr-commenter[bot]