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DataDog / dd-trace-java

Datadog APM client for Java
https://docs.datadoghq.com/tracing/languages/java
Apache License 2.0
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Make redisson tracing the full request #7571

Closed amarziali closed 3 weeks ago

amarziali commented 3 weeks ago

What Does This Do

When tracing redisson redis request, we're only tracing the synchronous part (see #7510 )

Now we're instead capturing a continuation and finish when the command actually finishes. The tricky part here is to follow the changes on interfaces and method signature of the redisson codebase. In details:

Motivation

Additional Notes

Contributor Checklist

Jira ticket: [PROJ-IDENT]

pr-commenter[bot] commented 3 weeks ago

Benchmarks

Startup

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master andrea.marziali/redisson
git_commit_date 1725556786 1725608709
git_commit_sha 0a583fed33 ee3c323b60
release_version 1.40.0-SNAPSHOT~0a583fed33 1.40.0-SNAPSHOT~ee3c323b60
See matching parameters | |Baseline |Candidate | |---------------------|----------------------------------------------|----------------------------------------------| |application |insecure-bank |insecure-bank | |ci_job_date |1725611067 |1725611067 | |ci_job_id |629844982 |629844982 | |ci_pipeline_id|43705790 |43705790 | |cpu_model |Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz|Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz| |module |Agent |Agent | |parent |None |None | |variant |iast |iast |

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 49 metrics, 14 unstable metrics.

Startup time reports for insecure-bank ```mermaid gantt title insecure-bank - global startup overhead: candidate=1.40.0-SNAPSHOT~ee3c323b60, baseline=1.40.0-SNAPSHOT~0a583fed33 dateFormat X axisFormat %s section tracing Agent [baseline] (1.052 s) : 0, 1052093 Total [baseline] (8.489 s) : 0, 8489065 Agent [candidate] (1.051 s) : 0, 1050920 Total [candidate] (8.551 s) : 0, 8550610 section iast Agent [baseline] (1.174 s) : 0, 1174332 Total [baseline] (8.963 s) : 0, 8962612 Agent [candidate] (1.178 s) : 0, 1178280 Total [candidate] (8.963 s) : 0, 8963284 section iast_HARDCODED_SECRET_DISABLED Agent [baseline] (1.183 s) : 0, 1182806 Total [baseline] (8.961 s) : 0, 8960531 Agent [candidate] (1.174 s) : 0, 1174420 Total [candidate] (8.993 s) : 0, 8992712 section iast_TELEMETRY_OFF Agent [baseline] (1.18 s) : 0, 1179806 Total [baseline] (8.994 s) : 0, 8993527 Agent [candidate] (1.169 s) : 0, 1169353 Total [candidate] (8.947 s) : 0, 8947245 ``` * **baseline** results |Module|Variant|Duration|Δ tracing| |---|---|---|---| |Agent|tracing|1.052 s |-| |Agent|iast|1.174 s |122.24 ms (11.6%)| |Agent|iast_HARDCODED_SECRET_DISABLED|1.183 s |130.713 ms (12.4%)| |Agent|iast_TELEMETRY_OFF|1.18 s |127.713 ms (12.1%)| |Total|tracing|8.489 s |-| |Total|iast|8.963 s |473.547 ms (5.6%)| |Total|iast_HARDCODED_SECRET_DISABLED|8.961 s |471.466 ms (5.6%)| |Total|iast_TELEMETRY_OFF|8.994 s |504.462 ms (5.9%)| * **candidate** results |Module|Variant|Duration|Δ tracing| |---|---|---|---| |Agent|tracing|1.051 s |-| |Agent|iast|1.178 s |127.36 ms (12.1%)| |Agent|iast_HARDCODED_SECRET_DISABLED|1.174 s |123.5 ms (11.8%)| |Agent|iast_TELEMETRY_OFF|1.169 s |118.433 ms (11.3%)| |Total|tracing|8.551 s |-| |Total|iast|8.963 s |412.674 ms (4.8%)| |Total|iast_HARDCODED_SECRET_DISABLED|8.993 s |442.102 ms (5.2%)| |Total|iast_TELEMETRY_OFF|8.947 s |396.635 ms (4.6%)| ```mermaid gantt title insecure-bank - break down per module: candidate=1.40.0-SNAPSHOT~ee3c323b60, baseline=1.40.0-SNAPSHOT~0a583fed33 dateFormat X axisFormat %s section tracing BytebuddyAgent [baseline] (671.345 ms) : 0, 671345 BytebuddyAgent [candidate] (670.629 ms) : 0, 670629 GlobalTracer [baseline] (307.474 ms) : 0, 307474 GlobalTracer [candidate] (307.408 ms) : 0, 307408 AppSec [baseline] (51.447 ms) : 0, 51447 AppSec [candidate] (51.175 ms) : 0, 51175 Remote Config [baseline] (694.484 µs) : 0, 694 Remote Config [candidate] (671.424 µs) : 0, 671 Telemetry [baseline] (7.52 ms) : 0, 7520 Telemetry [candidate] (7.436 ms) : 0, 7436 section iast BytebuddyAgent [baseline] (781.265 ms) : 0, 781265 BytebuddyAgent [candidate] (784.763 ms) : 0, 784763 GlobalTracer [baseline] (296.107 ms) : 0, 296107 GlobalTracer [candidate] (296.633 ms) : 0, 296633 AppSec [baseline] (52.502 ms) : 0, 52502 AppSec [candidate] (52.044 ms) : 0, 52044 IAST [baseline] (22.119 ms) : 0, 22119 IAST [candidate] (23.318 ms) : 0, 23318 Remote Config [baseline] (603.359 µs) : 0, 603 Remote Config [candidate] (580.019 µs) : 0, 580 Telemetry [baseline] (8.127 ms) : 0, 8127 Telemetry [candidate] (7.285 ms) : 0, 7285 section iast_HARDCODED_SECRET_DISABLED BytebuddyAgent [baseline] (786.595 ms) : 0, 786595 BytebuddyAgent [candidate] (780.746 ms) : 0, 780746 GlobalTracer [baseline] (297.632 ms) : 0, 297632 GlobalTracer [candidate] (296.169 ms) : 0, 296169 AppSec [baseline] (53.32 ms) : 0, 53320 AppSec [candidate] (52.301 ms) : 0, 52301 IAST [baseline] (23.585 ms) : 0, 23585 IAST [candidate] (22.804 ms) : 0, 22804 Remote Config [baseline] (603.245 µs) : 0, 603 Remote Config [candidate] (595.014 µs) : 0, 595 Telemetry [baseline] (7.337 ms) : 0, 7337 Telemetry [candidate] (8.147 ms) : 0, 8147 section iast_TELEMETRY_OFF BytebuddyAgent [baseline] (784.034 ms) : 0, 784034 BytebuddyAgent [candidate] (777.369 ms) : 0, 777369 GlobalTracer [baseline] (297.935 ms) : 0, 297935 GlobalTracer [candidate] (295.956 ms) : 0, 295956 AppSec [baseline] (52.76 ms) : 0, 52760 AppSec [candidate] (53.017 ms) : 0, 53017 IAST [baseline] (22.011 ms) : 0, 22011 IAST [candidate] (20.78 ms) : 0, 20780 Remote Config [baseline] (593.816 µs) : 0, 594 Remote Config [candidate] (589.393 µs) : 0, 589 Telemetry [baseline] (8.745 ms) : 0, 8745 Telemetry [candidate] (7.991 ms) : 0, 7991 ```
Startup time reports for petclinic ```mermaid gantt title petclinic - global startup overhead: candidate=1.40.0-SNAPSHOT~ee3c323b60, baseline=1.40.0-SNAPSHOT~0a583fed33 dateFormat X axisFormat %s section tracing Agent [baseline] (1.059 s) : 0, 1058922 Total [baseline] (10.395 s) : 0, 10395190 Agent [candidate] (1.053 s) : 0, 1053482 Total [candidate] (10.365 s) : 0, 10365249 section appsec Agent [baseline] (1.187 s) : 0, 1187194 Total [baseline] (10.598 s) : 0, 10598385 Agent [candidate] (1.186 s) : 0, 1185597 Total [candidate] (10.533 s) : 0, 10532532 section iast Agent [baseline] (1.185 s) : 0, 1185320 Total [baseline] (10.861 s) : 0, 10860733 Agent [candidate] (1.174 s) : 0, 1173853 Total [candidate] (10.795 s) : 0, 10795012 section profiling Agent [baseline] (1.265 s) : 0, 1265389 Total [baseline] (10.679 s) : 0, 10679172 Agent [candidate] (1.254 s) : 0, 1253643 Total [candidate] (10.675 s) : 0, 10674595 ``` * **baseline** results |Module|Variant|Duration|Δ tracing| |---|---|---|---| |Agent|tracing|1.059 s |-| |Agent|appsec|1.187 s |128.272 ms (12.1%)| |Agent|iast|1.185 s |126.398 ms (11.9%)| |Agent|profiling|1.265 s |206.467 ms (19.5%)| |Total|tracing|10.395 s |-| |Total|appsec|10.598 s |203.195 ms (2.0%)| |Total|iast|10.861 s |465.542 ms (4.5%)| |Total|profiling|10.679 s |283.982 ms (2.7%)| * **candidate** results |Module|Variant|Duration|Δ tracing| |---|---|---|---| |Agent|tracing|1.053 s |-| |Agent|appsec|1.186 s |132.115 ms (12.5%)| |Agent|iast|1.174 s |120.372 ms (11.4%)| |Agent|profiling|1.254 s |200.161 ms (19.0%)| |Total|tracing|10.365 s |-| |Total|appsec|10.533 s |167.283 ms (1.6%)| |Total|iast|10.795 s |429.764 ms (4.1%)| |Total|profiling|10.675 s |309.346 ms (3.0%)| ```mermaid gantt title petclinic - break down per module: candidate=1.40.0-SNAPSHOT~ee3c323b60, baseline=1.40.0-SNAPSHOT~0a583fed33 dateFormat X axisFormat %s section tracing BytebuddyAgent [baseline] (676.183 ms) : 0, 676183 BytebuddyAgent [candidate] (674.055 ms) : 0, 674055 GlobalTracer [baseline] (309.183 ms) : 0, 309183 GlobalTracer [candidate] (306.044 ms) : 0, 306044 AppSec [baseline] (51.67 ms) : 0, 51670 AppSec [candidate] (51.537 ms) : 0, 51537 Remote Config [baseline] (682.424 µs) : 0, 682 Remote Config [candidate] (694.362 µs) : 0, 694 Telemetry [baseline] (7.486 ms) : 0, 7486 Telemetry [candidate] (7.479 ms) : 0, 7479 section appsec BytebuddyAgent [baseline] (692.247 ms) : 0, 692247 BytebuddyAgent [candidate] (691.4 ms) : 0, 691400 GlobalTracer [baseline] (301.902 ms) : 0, 301902 GlobalTracer [candidate] (301.009 ms) : 0, 301009 AppSec [baseline] (158.879 ms) : 0, 158879 AppSec [candidate] (160.449 ms) : 0, 160449 Remote Config [baseline] (631.276 µs) : 0, 631 Remote Config [candidate] (627.672 µs) : 0, 628 Telemetry [baseline] (9.255 ms) : 0, 9255 Telemetry [candidate] (8.577 ms) : 0, 8577 IAST [baseline] (21.333 ms) : 0, 21333 IAST [candidate] (19.829 ms) : 0, 19829 section iast BytebuddyAgent [baseline] (790.225 ms) : 0, 790225 BytebuddyAgent [candidate] (780.697 ms) : 0, 780697 GlobalTracer [baseline] (298.194 ms) : 0, 298194 GlobalTracer [candidate] (296.141 ms) : 0, 296141 AppSec [baseline] (52.321 ms) : 0, 52321 AppSec [candidate] (54.556 ms) : 0, 54556 Remote Config [baseline] (1.323 ms) : 0, 1323 Remote Config [candidate] (577.812 µs) : 0, 578 Telemetry [baseline] (7.38 ms) : 0, 7380 Telemetry [candidate] (7.323 ms) : 0, 7323 IAST [baseline] (22.112 ms) : 0, 22112 IAST [candidate] (20.903 ms) : 0, 20903 section profiling BytebuddyAgent [baseline] (675.594 ms) : 0, 675594 BytebuddyAgent [candidate] (667.875 ms) : 0, 667875 GlobalTracer [baseline] (393.001 ms) : 0, 393001 GlobalTracer [candidate] (390.423 ms) : 0, 390423 AppSec [baseline] (52.72 ms) : 0, 52720 AppSec [candidate] (52.38 ms) : 0, 52380 Remote Config [baseline] (705.826 µs) : 0, 706 Remote Config [candidate] (696.237 µs) : 0, 696 Telemetry [baseline] (7.526 ms) : 0, 7526 Telemetry [candidate] (7.399 ms) : 0, 7399 ProfilingAgent [baseline] (97.395 ms) : 0, 97395 ProfilingAgent [candidate] (96.8 ms) : 0, 96800 Profiling [baseline] (97.419 ms) : 0, 97419 Profiling [candidate] (96.824 ms) : 0, 96824 ```

Load

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
end_time 2024-09-06T07:57:26 2024-09-06T08:04:13
git_branch master andrea.marziali/redisson
git_commit_date 1725556786 1725608709
git_commit_sha 0a583fed33 ee3c323b60
release_version 1.40.0-SNAPSHOT~0a583fed33 1.40.0-SNAPSHOT~ee3c323b60
start_time 2024-09-06T07:57:13 2024-09-06T08:04:00
See matching parameters | |Baseline |Candidate | |---------------------|----------------------------------------------|----------------------------------------------| |application |insecure-bank |insecure-bank | |ci_job_date |1725610197 |1725610197 | |ci_job_id |629844983 |629844983 | |ci_pipeline_id|43705790 |43705790 | |cpu_model |Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz|Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz| |variant |iast |iast |

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 10 metrics, 18 unstable metrics.

Request duration reports for petclinic ```mermaid gantt title petclinic - request duration [CI 0.99] : candidate=1.40.0-SNAPSHOT~ee3c323b60, baseline=1.40.0-SNAPSHOT~0a583fed33 dateFormat X axisFormat %s section baseline no_agent (1.337 ms) : 1317, 1357 . : milestone, 1337, appsec (1.721 ms) : 1697, 1745 . : milestone, 1721, appsec_no_iast (1.723 ms) : 1699, 1747 . : milestone, 1723, iast (1.467 ms) : 1445, 1489 . : milestone, 1467, profiling (1.484 ms) : 1460, 1507 . : milestone, 1484, tracing (1.463 ms) : 1439, 1486 . : milestone, 1463, section candidate no_agent (1.336 ms) : 1317, 1355 . : milestone, 1336, appsec (1.698 ms) : 1674, 1723 . : milestone, 1698, appsec_no_iast (1.698 ms) : 1674, 1722 . : milestone, 1698, iast (1.48 ms) : 1458, 1502 . : milestone, 1480, profiling (1.498 ms) : 1474, 1523 . : milestone, 1498, tracing (1.467 ms) : 1443, 1492 . : milestone, 1467, ``` * **baseline** results |Variant|Request duration [CI 0.99]|Δ no_agent| |---|---|---| |no_agent|1.337 ms [1.317 ms, 1.357 ms]|-| |appsec|1.721 ms [1.697 ms, 1.745 ms]|384.275 µs (28.7%)| |appsec_no_iast|1.723 ms [1.699 ms, 1.747 ms]|386.03 µs (28.9%)| |iast|1.467 ms [1.445 ms, 1.489 ms]|130.124 µs (9.7%)| |profiling|1.484 ms [1.46 ms, 1.507 ms]|146.71 µs (11.0%)| |tracing|1.463 ms [1.439 ms, 1.486 ms]|125.488 µs (9.4%)| * **candidate** results |Variant|Request duration [CI 0.99]|Δ no_agent| |---|---|---| |no_agent|1.336 ms [1.317 ms, 1.355 ms]|-| |appsec|1.698 ms [1.674 ms, 1.723 ms]|362.654 µs (27.1%)| |appsec_no_iast|1.698 ms [1.674 ms, 1.722 ms]|362.228 µs (27.1%)| |iast|1.48 ms [1.458 ms, 1.502 ms]|144.0 µs (10.8%)| |profiling|1.498 ms [1.474 ms, 1.523 ms]|162.696 µs (12.2%)| |tracing|1.467 ms [1.443 ms, 1.492 ms]|131.693 µs (9.9%)|
Request duration reports for insecure-bank ```mermaid gantt title insecure-bank - request duration [CI 0.99] : candidate=1.40.0-SNAPSHOT~ee3c323b60, baseline=1.40.0-SNAPSHOT~0a583fed33 dateFormat X axisFormat %s section baseline no_agent (367.33 µs) : 348, 387 . : milestone, 367, iast (478.811 µs) : 456, 501 . : milestone, 479, iast_FULL (551.945 µs) : 531, 573 . : milestone, 552, iast_GLOBAL (506.969 µs) : 486, 528 . : milestone, 507, iast_HARDCODED_SECRET_DISABLED (483.288 µs) : 462, 505 . : milestone, 483, iast_INACTIVE (442.732 µs) : 422, 463 . : milestone, 443, iast_TELEMETRY_OFF (466.769 µs) : 444, 489 . : milestone, 467, tracing (436.869 µs) : 417, 457 . : milestone, 437, section candidate no_agent (366.085 µs) : 345, 387 . : milestone, 366, iast (482.509 µs) : 460, 505 . : milestone, 483, iast_FULL (559.276 µs) : 537, 581 . : milestone, 559, iast_GLOBAL (503.798 µs) : 481, 526 . : milestone, 504, iast_HARDCODED_SECRET_DISABLED (478.274 µs) : 456, 500 . : milestone, 478, iast_INACTIVE (439.041 µs) : 419, 459 . : milestone, 439, iast_TELEMETRY_OFF (473.539 µs) : 451, 496 . : milestone, 474, tracing (439.663 µs) : 419, 461 . : milestone, 440, ``` * **baseline** results |Variant|Request duration [CI 0.99]|Δ no_agent| |---|---|---| |no_agent|367.33 µs [348.142 µs, 386.518 µs]|-| |iast|478.811 µs [456.34 µs, 501.282 µs]|111.482 µs (30.3%)| |iast_FULL|551.945 µs [530.575 µs, 573.316 µs]|184.616 µs (50.3%)| |iast_GLOBAL|506.969 µs [485.875 µs, 528.063 µs]|139.639 µs (38.0%)| |iast_HARDCODED_SECRET_DISABLED|483.288 µs [461.583 µs, 504.994 µs]|115.959 µs (31.6%)| |iast_INACTIVE|442.732 µs [422.091 µs, 463.373 µs]|75.402 µs (20.5%)| |iast_TELEMETRY_OFF|466.769 µs [444.204 µs, 489.335 µs]|99.44 µs (27.1%)| |tracing|436.869 µs [416.669 µs, 457.069 µs]|69.539 µs (18.9%)| * **candidate** results |Variant|Request duration [CI 0.99]|Δ no_agent| |---|---|---| |no_agent|366.085 µs [345.376 µs, 386.794 µs]|-| |iast|482.509 µs [459.825 µs, 505.194 µs]|116.424 µs (31.8%)| |iast_FULL|559.276 µs [537.485 µs, 581.068 µs]|193.191 µs (52.8%)| |iast_GLOBAL|503.798 µs [481.431 µs, 526.164 µs]|137.713 µs (37.6%)| |iast_HARDCODED_SECRET_DISABLED|478.274 µs [456.234 µs, 500.313 µs]|112.189 µs (30.6%)| |iast_INACTIVE|439.041 µs [418.794 µs, 459.287 µs]|72.956 µs (19.9%)| |iast_TELEMETRY_OFF|473.539 µs [451.068 µs, 496.009 µs]|107.454 µs (29.4%)| |tracing|439.663 µs [418.577 µs, 460.749 µs]|73.578 µs (20.1%)|

Dacapo

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master andrea.marziali/redisson
git_commit_date 1725556786 1725608709
git_commit_sha 0a583fed33 ee3c323b60
release_version 1.40.0-SNAPSHOT~0a583fed33 1.40.0-SNAPSHOT~ee3c323b60
See matching parameters | |Baseline |Candidate | |---------------------|----------------------------------------------|----------------------------------------------| |application |biojava |biojava | |ci_job_date |1725610703 |1725610703 | |ci_job_id |629844984 |629844984 | |ci_pipeline_id|43705790 |43705790 | |cpu_model |Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz|Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz| |variant |appsec |appsec |

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 11 metrics, 1 unstable metrics.

Execution time for biojava ```mermaid gantt title biojava - execution time [CI 0.99] : candidate=1.40.0-SNAPSHOT~ee3c323b60, baseline=1.40.0-SNAPSHOT~0a583fed33 dateFormat X axisFormat %s section baseline no_agent (15.042 s) : 15042000, 15042000 . : milestone, 15042000, appsec (15.231 s) : 15231000, 15231000 . : milestone, 15231000, iast (18.963 s) : 18963000, 18963000 . : milestone, 18963000, iast_GLOBAL (17.791 s) : 17791000, 17791000 . : milestone, 17791000, profiling (15.397 s) : 15397000, 15397000 . : milestone, 15397000, tracing (14.987 s) : 14987000, 14987000 . : milestone, 14987000, section candidate no_agent (14.997 s) : 14997000, 14997000 . : milestone, 14997000, appsec (15.024 s) : 15024000, 15024000 . : milestone, 15024000, iast (18.831 s) : 18831000, 18831000 . : milestone, 18831000, iast_GLOBAL (17.927 s) : 17927000, 17927000 . : milestone, 17927000, profiling (15.369 s) : 15369000, 15369000 . : milestone, 15369000, tracing (15.114 s) : 15114000, 15114000 . : milestone, 15114000, ``` * **baseline** results |Variant|Execution Time [CI 0.99]|Δ no_agent| |---|---|---| |no_agent|15.042 s [15.042 s, 15.042 s]|-| |appsec|15.231 s [15.231 s, 15.231 s]|189.0 ms (1.3%)| |iast|18.963 s [18.963 s, 18.963 s]|3.921 s (26.1%)| |iast_GLOBAL|17.791 s [17.791 s, 17.791 s]|2.749 s (18.3%)| |profiling|15.397 s [15.397 s, 15.397 s]|355.0 ms (2.4%)| |tracing|14.987 s [14.987 s, 14.987 s]|-55.0 ms (-0.4%)| * **candidate** results |Variant|Execution Time [CI 0.99]|Δ no_agent| |---|---|---| |no_agent|14.997 s [14.997 s, 14.997 s]|-| |appsec|15.024 s [15.024 s, 15.024 s]|27.0 ms (0.2%)| |iast|18.831 s [18.831 s, 18.831 s]|3.834 s (25.6%)| |iast_GLOBAL|17.927 s [17.927 s, 17.927 s]|2.93 s (19.5%)| |profiling|15.369 s [15.369 s, 15.369 s]|372.0 ms (2.5%)| |tracing|15.114 s [15.114 s, 15.114 s]|117.0 ms (0.8%)|
Execution time for tomcat ```mermaid gantt title tomcat - execution time [CI 0.99] : candidate=1.40.0-SNAPSHOT~ee3c323b60, baseline=1.40.0-SNAPSHOT~0a583fed33 dateFormat X axisFormat %s section baseline no_agent (1.452 ms) : 1440, 1463 . : milestone, 1452, appsec (2.206 ms) : 2171, 2241 . : milestone, 2206, iast (1.968 ms) : 1925, 2011 . : milestone, 1968, iast_GLOBAL (2.034 ms) : 1988, 2079 . : milestone, 2034, profiling (1.855 ms) : 1820, 1889 . : milestone, 1855, tracing (1.831 ms) : 1797, 1864 . : milestone, 1831, section candidate no_agent (1.456 ms) : 1445, 1468 . : milestone, 1456, appsec (2.212 ms) : 2177, 2247 . : milestone, 2212, iast (1.952 ms) : 1909, 1994 . : milestone, 1952, iast_GLOBAL (2.011 ms) : 1967, 2055 . : milestone, 2011, profiling (2.334 ms) : 2146, 2521 . : milestone, 2334, tracing (1.83 ms) : 1797, 1863 . : milestone, 1830, ``` * **baseline** results |Variant|Execution Time [CI 0.99]|Δ no_agent| |---|---|---| |no_agent|1.452 ms [1.44 ms, 1.463 ms]|-| |appsec|2.206 ms [2.171 ms, 2.241 ms]|754.778 µs (52.0%)| |iast|1.968 ms [1.925 ms, 2.011 ms]|516.386 µs (35.6%)| |iast_GLOBAL|2.034 ms [1.988 ms, 2.079 ms]|582.196 µs (40.1%)| |profiling|1.855 ms [1.82 ms, 1.889 ms]|402.903 µs (27.8%)| |tracing|1.831 ms [1.797 ms, 1.864 ms]|378.952 µs (26.1%)| * **candidate** results |Variant|Execution Time [CI 0.99]|Δ no_agent| |---|---|---| |no_agent|1.456 ms [1.445 ms, 1.468 ms]|-| |appsec|2.212 ms [2.177 ms, 2.247 ms]|755.904 µs (51.9%)| |iast|1.952 ms [1.909 ms, 1.994 ms]|495.534 µs (34.0%)| |iast_GLOBAL|2.011 ms [1.967 ms, 2.055 ms]|554.523 µs (38.1%)| |profiling|2.334 ms [2.146 ms, 2.521 ms]|877.637 µs (60.3%)| |tracing|1.83 ms [1.797 ms, 1.863 ms]|374.153 µs (25.7%)|