Implement Config Inversion with Default Strictness of `Warning` by mhlidd · Pull Request #9539 · DataDog/dd-trace-java

mhlidd · 2025-09-15T21:29:37Z

What Does This Do

This PR implements basic Config Inversion, aiming to document all DD/OTEL environment variables used in the repo in a supported-configurations.json file.

Components:

ConfigInversionStrictStyle.java
- Enum for how strict to run Config Inversion with.
- Options are Strict which does not allow any usage of an unknown DD/OTEL environment variable, Warning which allows the usage but sends telemetry about unknown environment variables, and Test which allows the usage of unknown environment variables without sending telemetry.
- Default value for Strictness is Warning
ConfigHelper.java
- Layer of abstraction between Environment Variable Source and Environment Component that directly compares data loaded from supported-configurations.json to ensure the environment variable queried for is "known"
- Determines what behavior to take given the ConfigInversionStrictStyle that is set.

Motivation

This PR supports the general Config Inversion theme that has already been implemented in dd-trace-js and currently being implemented in dd-trace-go and dd-trace-rb. Here is the RFC that documents what this project entails.

Additional Notes

This is a follow-up to

Contributor Checklist

Format the title according the contribution guidelines
Assign the type: and (comp: or inst:) labels in addition to any usefull labels
Don't use close, fix or any linking keywords when referencing an issue.
Use solves instead, and assign the PR milestone to the issue
Update the CODEOWNERS file on source file addition, move, or deletion
Update the public documentation in case of new configuration flag or behavior

Jira ticket: [PROJ-IDENT]

pr-commenter · 2025-09-15T22:10:22Z

Benchmarks

Startup

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	mhlidd/config_inversion_base
git_commit_date	1760118158	1760120286
git_commit_sha	`ef27983`	`7a2f0c5`
release_version	1.55.0-SNAPSHOT~ef27983a1d	1.55.0-SNAPSHOT~7a2f0c58e0

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1760122132	1760122132
ci_job_id	1174648634	1174648634
ci_pipeline_id	79005413	79005413
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-bp6bdz9g 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-bp6bdz9g 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 58 metrics, 7 unstable metrics.

Startup time reports for petclinic

gantt
title petclinic - global startup overhead: candidate=1.55.0-SNAPSHOT~7a2f0c58e0, baseline=1.55.0-SNAPSHOT~ef27983a1d
dateFormat X
axisFormat %s
section tracing
Agent [baseline] (1.016 s) : 0, 1016349
Total [baseline] (10.773 s) : 0, 10773322
Agent [candidate] (1.019 s) : 0, 1019144
Total [candidate] (10.683 s) : 0, 10682801
section appsec
Agent [baseline] (1.194 s) : 0, 1193834
Total [baseline] (10.92 s) : 0, 10920118
Agent [candidate] (1.191 s) : 0, 1190686
Total [candidate] (11.041 s) : 0, 11041316
section iast
Agent [baseline] (1.15 s) : 0, 1149514
Total [baseline] (11.016 s) : 0, 11016186
Agent [candidate] (1.16 s) : 0, 1159601
Total [candidate] (11.101 s) : 0, 11100945
section profiling
Agent [baseline] (1.16 s) : 0, 1159603
Total [baseline] (11.031 s) : 0, 11031443
Agent [candidate] (1.169 s) : 0, 1168882
Total [candidate] (11.035 s) : 0, 11035434

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.016 s	-
Agent	appsec	1.194 s	177.485 ms (17.5%)
Agent	iast	1.15 s	133.165 ms (13.1%)
Agent	profiling	1.16 s	143.254 ms (14.1%)
Total	tracing	10.773 s	-
Total	appsec	10.92 s	146.796 ms (1.4%)
Total	iast	11.016 s	242.864 ms (2.3%)
Total	profiling	11.031 s	258.121 ms (2.4%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.019 s	-
Agent	appsec	1.191 s	171.543 ms (16.8%)
Agent	iast	1.16 s	140.457 ms (13.8%)
Agent	profiling	1.169 s	149.739 ms (14.7%)
Total	tracing	10.683 s	-
Total	appsec	11.041 s	358.515 ms (3.4%)
Total	iast	11.101 s	418.144 ms (3.9%)
Total	profiling	11.035 s	352.633 ms (3.3%)

gantt
title petclinic - break down per module: candidate=1.55.0-SNAPSHOT~7a2f0c58e0, baseline=1.55.0-SNAPSHOT~ef27983a1d
dateFormat X
axisFormat %s
section tracing
crashtracking [baseline] (1.458 ms) : 0, 1458
crashtracking [candidate] (1.459 ms) : 0, 1459
BytebuddyAgent [baseline] (694.41 ms) : 0, 694410
BytebuddyAgent [candidate] (694.99 ms) : 0, 694990
GlobalTracer [baseline] (241.558 ms) : 0, 241558
GlobalTracer [candidate] (242.122 ms) : 0, 242122
AppSec [baseline] (32.567 ms) : 0, 32567
AppSec [candidate] (32.513 ms) : 0, 32513
Debugger [baseline] (6.464 ms) : 0, 6464
Debugger [candidate] (6.442 ms) : 0, 6442
Remote Config [baseline] (711.36 µs) : 0, 711
Remote Config [candidate] (698.445 µs) : 0, 698
Telemetry [baseline] (9.278 ms) : 0, 9278
Telemetry [candidate] (9.328 ms) : 0, 9328
Flare Poller [baseline] (8.719 ms) : 0, 8719
Flare Poller [candidate] (10.313 ms) : 0, 10313
section appsec
crashtracking [baseline] (1.451 ms) : 0, 1451
crashtracking [candidate] (1.441 ms) : 0, 1441
BytebuddyAgent [baseline] (718.109 ms) : 0, 718109
BytebuddyAgent [candidate] (715.687 ms) : 0, 715687
GlobalTracer [baseline] (234.54 ms) : 0, 234540
GlobalTracer [candidate] (233.755 ms) : 0, 233755
IAST [baseline] (24.673 ms) : 0, 24673
IAST [candidate] (24.819 ms) : 0, 24819
AppSec [baseline] (174.894 ms) : 0, 174894
AppSec [candidate] (174.949 ms) : 0, 174949
Debugger [baseline] (6.088 ms) : 0, 6088
Debugger [candidate] (6.076 ms) : 0, 6076
Remote Config [baseline] (622.803 µs) : 0, 623
Remote Config [candidate] (621.699 µs) : 0, 622
Telemetry [baseline] (8.437 ms) : 0, 8437
Telemetry [candidate] (8.397 ms) : 0, 8397
Flare Poller [baseline] (3.902 ms) : 0, 3902
Flare Poller [candidate] (3.917 ms) : 0, 3917
section iast
crashtracking [baseline] (1.458 ms) : 0, 1458
crashtracking [candidate] (1.463 ms) : 0, 1463
BytebuddyAgent [baseline] (814.35 ms) : 0, 814350
BytebuddyAgent [candidate] (820.643 ms) : 0, 820643
GlobalTracer [baseline] (231.015 ms) : 0, 231015
GlobalTracer [candidate] (233.101 ms) : 0, 233101
IAST [baseline] (26.38 ms) : 0, 26380
IAST [candidate] (26.95 ms) : 0, 26950
AppSec [baseline] (35.18 ms) : 0, 35180
AppSec [candidate] (35.767 ms) : 0, 35767
Debugger [baseline] (6.128 ms) : 0, 6128
Debugger [candidate] (6.264 ms) : 0, 6264
Remote Config [baseline] (604.896 µs) : 0, 605
Remote Config [candidate] (632.47 µs) : 0, 632
Telemetry [baseline] (8.601 ms) : 0, 8601
Telemetry [candidate] (8.799 ms) : 0, 8799
Flare Poller [baseline] (4.289 ms) : 0, 4289
Flare Poller [candidate] (4.255 ms) : 0, 4255
section profiling
crashtracking [baseline] (1.427 ms) : 0, 1427
crashtracking [candidate] (1.438 ms) : 0, 1438
BytebuddyAgent [baseline] (720.252 ms) : 0, 720252
BytebuddyAgent [candidate] (726.059 ms) : 0, 726059
GlobalTracer [baseline] (217.437 ms) : 0, 217437
GlobalTracer [candidate] (218.588 ms) : 0, 218588
AppSec [baseline] (32.364 ms) : 0, 32364
AppSec [candidate] (32.715 ms) : 0, 32715
Debugger [baseline] (6.523 ms) : 0, 6523
Debugger [candidate] (7.329 ms) : 0, 7329
Remote Config [baseline] (748.208 µs) : 0, 748
Remote Config [candidate] (867.981 µs) : 0, 868
Telemetry [baseline] (16.216 ms) : 0, 16216
Telemetry [candidate] (15.262 ms) : 0, 15262
Flare Poller [baseline] (4.148 ms) : 0, 4148
Flare Poller [candidate] (4.148 ms) : 0, 4148
ProfilingAgent [baseline] (107.853 ms) : 0, 107853
ProfilingAgent [candidate] (109.085 ms) : 0, 109085
Profiling [baseline] (108.596 ms) : 0, 108596
Profiling [candidate] (110.083 ms) : 0, 110083

Startup time reports for insecure-bank

gantt
title insecure-bank - global startup overhead: candidate=1.55.0-SNAPSHOT~7a2f0c58e0, baseline=1.55.0-SNAPSHOT~ef27983a1d
dateFormat X
axisFormat %s
section tracing
Agent [baseline] (1.015 s) : 0, 1014619
Total [baseline] (8.702 s) : 0, 8701670
Agent [candidate] (1.025 s) : 0, 1025305
Total [candidate] (8.732 s) : 0, 8732332
section iast
Agent [baseline] (1.148 s) : 0, 1148164
Total [baseline] (9.252 s) : 0, 9252101
Agent [candidate] (1.151 s) : 0, 1151353
Total [candidate] (9.269 s) : 0, 9268895

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.015 s	-
Agent	iast	1.148 s	133.545 ms (13.2%)
Total	tracing	8.702 s	-
Total	iast	9.252 s	550.431 ms (6.3%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.025 s	-
Agent	iast	1.151 s	126.048 ms (12.3%)
Total	tracing	8.732 s	-
Total	iast	9.269 s	536.564 ms (6.1%)

gantt
title insecure-bank - break down per module: candidate=1.55.0-SNAPSHOT~7a2f0c58e0, baseline=1.55.0-SNAPSHOT~ef27983a1d
dateFormat X
axisFormat %s
section tracing
crashtracking [baseline] (1.451 ms) : 0, 1451
crashtracking [candidate] (1.476 ms) : 0, 1476
BytebuddyAgent [baseline] (691.629 ms) : 0, 691629
BytebuddyAgent [candidate] (698.84 ms) : 0, 698840
GlobalTracer [baseline] (242.161 ms) : 0, 242161
GlobalTracer [candidate] (243.821 ms) : 0, 243821
AppSec [baseline] (32.767 ms) : 0, 32767
AppSec [candidate] (33.028 ms) : 0, 33028
Debugger [baseline] (6.448 ms) : 0, 6448
Debugger [candidate] (6.592 ms) : 0, 6592
Remote Config [baseline] (704.521 µs) : 0, 705
Remote Config [candidate] (704.199 µs) : 0, 704
Telemetry [baseline] (9.296 ms) : 0, 9296
Telemetry [candidate] (9.426 ms) : 0, 9426
Flare Poller [baseline] (8.99 ms) : 0, 8990
Flare Poller [candidate] (10.217 ms) : 0, 10217
section iast
crashtracking [baseline] (1.488 ms) : 0, 1488
crashtracking [candidate] (1.481 ms) : 0, 1481
BytebuddyAgent [baseline] (813.52 ms) : 0, 813520
BytebuddyAgent [candidate] (816.241 ms) : 0, 816241
GlobalTracer [baseline] (230.318 ms) : 0, 230318
GlobalTracer [candidate] (231.107 ms) : 0, 231107
IAST [baseline] (26.331 ms) : 0, 26331
IAST [candidate] (27.362 ms) : 0, 27362
AppSec [baseline] (35.366 ms) : 0, 35366
AppSec [candidate] (34.017 ms) : 0, 34017
Debugger [baseline] (6.149 ms) : 0, 6149
Debugger [candidate] (6.168 ms) : 0, 6168
Remote Config [baseline] (601.847 µs) : 0, 602
Remote Config [candidate] (615.614 µs) : 0, 616
Telemetry [baseline] (8.644 ms) : 0, 8644
Telemetry [candidate] (8.684 ms) : 0, 8684
Flare Poller [baseline] (4.251 ms) : 0, 4251
Flare Poller [candidate] (4.163 ms) : 0, 4163

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	mhlidd/config_inversion_base
git_commit_date	1760118158	1760120286
git_commit_sha	`ef27983`	`7a2f0c5`
release_version	1.55.0-SNAPSHOT~ef27983a1d	1.55.0-SNAPSHOT~7a2f0c58e0

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1760121709	1760121709
ci_job_id	1174648636	1174648636
ci_pipeline_id	79005413	79005413
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-0-8ziz1hvi 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-0-8ziz1hvi 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 2 performance regressions! Performance is the same for 9 metrics, 12 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:insecure-bank:no_agent:high_load	worse [+94.886µs; +209.737µs] or [+2.179%; +4.816%]	unstable [-145.755op/s; +76.380op/s] or [-13.832%; +7.248%]	4.507ms	1019.062op/s	4.355ms	1053.750op/s
scenario:load:insecure-bank:iast_GLOBAL:high_load	worse [+567.718µs; +970.636µs] or [+5.552%; +9.492%]	unstable [-80.456op/s; +17.643op/s] or [-17.709%; +3.883%]	10.995ms	422.906op/s	10.226ms	454.312op/s
scenario:load:petclinic:profiling:high_load	better [-2.306ms; -1.285ms] or [-4.668%; -2.602%]	unstable [-3.893op/s; +11.068op/s] or [-4.108%; +11.680%]	47.601ms	98.350op/s	49.396ms	94.763op/s

Request duration reports for insecure-bank

gantt
title insecure-bank - request duration [CI 0.99] : candidate=1.55.0-SNAPSHOT~7a2f0c58e0, baseline=1.55.0-SNAPSHOT~ef27983a1d
dateFormat X
axisFormat %s
section baseline
no_agent (4.355 ms) : 4306, 4403
. : milestone, 4355,
iast (9.488 ms) : 9330, 9646
. : milestone, 9488,
iast_FULL (14.323 ms) : 14037, 14608
. : milestone, 14323,
iast_GLOBAL (10.226 ms) : 10048, 10404
. : milestone, 10226,
profiling (8.846 ms) : 8700, 8992
. : milestone, 8846,
tracing (7.912 ms) : 7789, 8035
. : milestone, 7912,
section candidate
no_agent (4.507 ms) : 4449, 4565
. : milestone, 4507,
iast (9.604 ms) : 9436, 9771
. : milestone, 9604,
iast_FULL (14.064 ms) : 13783, 14346
. : milestone, 14064,
iast_GLOBAL (10.995 ms) : 10799, 11191
. : milestone, 10995,
profiling (9.092 ms) : 8950, 9234
. : milestone, 9092,
tracing (7.884 ms) : 7770, 7997
. : milestone, 7884,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	4.355 ms [4.306 ms, 4.403 ms]	-
iast	9.488 ms [9.33 ms, 9.646 ms]	5.133 ms (117.9%)
iast_FULL	14.323 ms [14.037 ms, 14.608 ms]	9.968 ms (228.9%)
iast_GLOBAL	10.226 ms [10.048 ms, 10.404 ms]	5.871 ms (134.8%)
profiling	8.846 ms [8.7 ms, 8.992 ms]	4.492 ms (103.1%)
tracing	7.912 ms [7.789 ms, 8.035 ms]	3.557 ms (81.7%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	4.507 ms [4.449 ms, 4.565 ms]	-
iast	9.604 ms [9.436 ms, 9.771 ms]	5.097 ms (113.1%)
iast_FULL	14.064 ms [13.783 ms, 14.346 ms]	9.557 ms (212.1%)
iast_GLOBAL	10.995 ms [10.799 ms, 11.191 ms]	6.488 ms (144.0%)
profiling	9.092 ms [8.95 ms, 9.234 ms]	4.585 ms (101.7%)
tracing	7.884 ms [7.77 ms, 7.997 ms]	3.377 ms (74.9%)

Request duration reports for petclinic

gantt
title petclinic - request duration [CI 0.99] : candidate=1.55.0-SNAPSHOT~7a2f0c58e0, baseline=1.55.0-SNAPSHOT~ef27983a1d
dateFormat X
axisFormat %s
section baseline
no_agent (37.236 ms) : 36935, 37537
. : milestone, 37236,
appsec (46.619 ms) : 46203, 47034
. : milestone, 46619,
code_origins (43.749 ms) : 43378, 44119
. : milestone, 43749,
iast (44.936 ms) : 44541, 45331
. : milestone, 44936,
profiling (49.396 ms) : 48930, 49863
. : milestone, 49396,
tracing (43.251 ms) : 42878, 43623
. : milestone, 43251,
section candidate
no_agent (36.417 ms) : 36127, 36707
. : milestone, 36417,
appsec (47.444 ms) : 47022, 47865
. : milestone, 47444,
code_origins (44.719 ms) : 44323, 45116
. : milestone, 44719,
iast (45.064 ms) : 44671, 45458
. : milestone, 45064,
profiling (47.601 ms) : 47119, 48083
. : milestone, 47601,
tracing (44.133 ms) : 43759, 44508
. : milestone, 44133,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	37.236 ms [36.935 ms, 37.537 ms]	-
appsec	46.619 ms [46.203 ms, 47.034 ms]	9.383 ms (25.2%)
code_origins	43.749 ms [43.378 ms, 44.119 ms]	6.513 ms (17.5%)
iast	44.936 ms [44.541 ms, 45.331 ms]	7.7 ms (20.7%)
profiling	49.396 ms [48.93 ms, 49.863 ms]	12.16 ms (32.7%)
tracing	43.251 ms [42.878 ms, 43.623 ms]	6.015 ms (16.2%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	36.417 ms [36.127 ms, 36.707 ms]	-
appsec	47.444 ms [47.022 ms, 47.865 ms]	11.026 ms (30.3%)
code_origins	44.719 ms [44.323 ms, 45.116 ms]	8.302 ms (22.8%)
iast	45.064 ms [44.671 ms, 45.458 ms]	8.647 ms (23.7%)
profiling	47.601 ms [47.119 ms, 48.083 ms]	11.183 ms (30.7%)
tracing	44.133 ms [43.759 ms, 44.508 ms]	7.716 ms (21.2%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	mhlidd/config_inversion_base
git_commit_date	1760118158	1760120286
git_commit_sha	`ef27983`	`7a2f0c5`
release_version	1.55.0-SNAPSHOT~ef27983a1d	1.55.0-SNAPSHOT~7a2f0c58e0

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1760122322	1760122322
ci_job_id	1174648638	1174648638
ci_pipeline_id	79005413	79005413
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-y6o1vugb 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-1-y6o1vugb 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 0 performance regressions! Performance is the same for 10 metrics, 1 unstable metrics.

scenario	Δ mean execution_time	candidate mean execution_time	baseline mean execution_time
scenario:dacapo:tomcat:appsec	better [-1.323ms; -0.990ms] or [-36.015%; -26.937%]	2.518ms	3.674ms

Execution time for biojava

gantt
title biojava - execution time [CI 0.99] : candidate=1.55.0-SNAPSHOT~7a2f0c58e0, baseline=1.55.0-SNAPSHOT~ef27983a1d
dateFormat X
axisFormat %s
section baseline
no_agent (15.657 s) : 15657000, 15657000
. : milestone, 15657000,
appsec (14.998 s) : 14998000, 14998000
. : milestone, 14998000,
iast (18.704 s) : 18704000, 18704000
. : milestone, 18704000,
iast_GLOBAL (17.818 s) : 17818000, 17818000
. : milestone, 17818000,
profiling (15.595 s) : 15595000, 15595000
. : milestone, 15595000,
tracing (14.854 s) : 14854000, 14854000
. : milestone, 14854000,
section candidate
no_agent (14.774 s) : 14774000, 14774000
. : milestone, 14774000,
appsec (14.803 s) : 14803000, 14803000
. : milestone, 14803000,
iast (18.58 s) : 18580000, 18580000
. : milestone, 18580000,
iast_GLOBAL (17.909 s) : 17909000, 17909000
. : milestone, 17909000,
profiling (15.272 s) : 15272000, 15272000
. : milestone, 15272000,
tracing (15.279 s) : 15279000, 15279000
. : milestone, 15279000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.657 s [15.657 s, 15.657 s]	-
appsec	14.998 s [14.998 s, 14.998 s]	-659.0 ms (-4.2%)
iast	18.704 s [18.704 s, 18.704 s]	3.047 s (19.5%)
iast_GLOBAL	17.818 s [17.818 s, 17.818 s]	2.161 s (13.8%)
profiling	15.595 s [15.595 s, 15.595 s]	-62.0 ms (-0.4%)
tracing	14.854 s [14.854 s, 14.854 s]	-803.0 ms (-5.1%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	14.774 s [14.774 s, 14.774 s]	-
appsec	14.803 s [14.803 s, 14.803 s]	29.0 ms (0.2%)
iast	18.58 s [18.58 s, 18.58 s]	3.806 s (25.8%)
iast_GLOBAL	17.909 s [17.909 s, 17.909 s]	3.135 s (21.2%)
profiling	15.272 s [15.272 s, 15.272 s]	498.0 ms (3.4%)
tracing	15.279 s [15.279 s, 15.279 s]	505.0 ms (3.4%)

Execution time for tomcat

gantt
title tomcat - execution time [CI 0.99] : candidate=1.55.0-SNAPSHOT~7a2f0c58e0, baseline=1.55.0-SNAPSHOT~ef27983a1d
dateFormat X
axisFormat %s
section baseline
no_agent (1.48 ms) : 1469, 1492
. : milestone, 1480,
appsec (3.674 ms) : 3462, 3887
. : milestone, 3674,
iast (2.221 ms) : 2157, 2284
. : milestone, 2221,
iast_GLOBAL (2.277 ms) : 2212, 2341
. : milestone, 2277,
profiling (2.09 ms) : 2037, 2144
. : milestone, 2090,
tracing (2.045 ms) : 1995, 2096
. : milestone, 2045,
section candidate
no_agent (1.48 ms) : 1469, 1492
. : milestone, 1480,
appsec (2.518 ms) : 2464, 2572
. : milestone, 2518,
iast (2.222 ms) : 2159, 2286
. : milestone, 2222,
iast_GLOBAL (2.257 ms) : 2193, 2321
. : milestone, 2257,
profiling (2.521 ms) : 2352, 2689
. : milestone, 2521,
tracing (2.037 ms) : 1987, 2087
. : milestone, 2037,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.48 ms [1.469 ms, 1.492 ms]	-
appsec	3.674 ms [3.462 ms, 3.887 ms]	2.194 ms (148.2%)
iast	2.221 ms [2.157 ms, 2.284 ms]	740.322 µs (50.0%)
iast_GLOBAL	2.277 ms [2.212 ms, 2.341 ms]	796.456 µs (53.8%)
profiling	2.09 ms [2.037 ms, 2.144 ms]	610.01 µs (41.2%)
tracing	2.045 ms [1.995 ms, 2.096 ms]	565.099 µs (38.2%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.48 ms [1.469 ms, 1.492 ms]	-
appsec	2.518 ms [2.464 ms, 2.572 ms]	1.037 ms (70.1%)
iast	2.222 ms [2.159 ms, 2.286 ms]	742.116 µs (50.1%)
iast_GLOBAL	2.257 ms [2.193 ms, 2.321 ms]	776.41 µs (52.4%)
profiling	2.521 ms [2.352 ms, 2.689 ms]	1.04 ms (70.3%)
tracing	2.037 ms [1.987 ms, 2.087 ms]	556.782 µs (37.6%)

datadog-official · 2025-09-16T18:23:19Z

🎯 Code Coverage
• Patch Coverage: 84.21%
• Total Coverage: 59.87% (+0.01%)

View detailed report

_{This comment will be updated automatically if new data arrives.

🔗 Commit SHA: 7a2f0c5 | Docs | Was this helpful? Give us feedback!}

github-actions · 2025-09-18T15:13:54Z

Hi! 👋 Thanks for your pull request! 🎉

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PerfectSlayer

👏 praise: ‏Thanks for splitting the PR related to your config changes, that really helps to review 👍

🎯 suggestion: ‏I would recommend trying to decrease the overall (cognitive) complexity by refactoring using new few methods to de-duplicate code and give more meaning.

For example this should have its own function with a meaningful name:

if (key.startsWith("DD_")
|| key.startsWith("OTEL_")
|| configSource.getAliasMapping().containsKey(key))

AlexeyKuznetsov-DD

Left some notes and questions.

AlexeyKuznetsov-DD · 2025-10-06T16:55:59Z

+ configs.put(key, value);
+ // If this environment variable is the alias of another, and we haven't processed the
+ // original environment variable yet, handle it here.
+ } else if (null != primaryEnv && !configs.containsKey(primaryEnv)) {


Are we OK with Yoda style? Here and other similar places.
Maybe natural way is better or more human: primaryEnv != null, WDYT?

I remember in a previous PR, I was told that there was some benefit to doing Yoda style, but that may be for a different context. I can't find the old comment but I can reverse the ordering here for readability.

it is not strict request, can you search code base to get some stats?

I did a quick search on GitHub, instances of != null and == null vs null != and null == seem to be very comparable 🤷‍♂️

I was told that there was some benefit to doing Yoda style
in C++, not in Java
see https://jpbempel.github.io/2015/09/21/yoda-conditions.html for more rationale

AlexeyKuznetsov-DD · 2025-10-06T16:58:38Z

+ // Cache for configs, init value is null
+ private Map<String, String> configs;


Just thinking out loud: do we need null state? Maybe empty map will be better? No null checks in usages? WDYT?

I think we can use empty map instead. Here is my thought process:
The only situation where initializing configs as null would be better is when no env vars are set at all, since our cache would have the same effect as if we had not yet processed env vars. This is a very improbable situation since we expect customers to set env vars, so I'm happy to change to initializing to an empty map.

Actually, I learned that Collections.emptyMap() is a EmptyMap type, which is different than an empty HashMap. There is no reason to not use it here :)

…adability and hide supported-configuration details

… ControllableEnvironmentVariables

mhlidd force-pushed the mhlidd/config_inversion_base branch 2 times, most recently from 1a576ea to 512b2c6Compare September 15, 2025 21:34

mhlidd changed the title ~~Mhlidd/config inversion base~~Implement Config Inversion with Default Strictness of WarningSep 17, 2025

mhlidd marked this pull request as ready for review September 18, 2025 15:13

mhlidd requested review from a team as code owners September 18, 2025 15:13

mhlidd requested review from AlexeyKuznetsov-DD and mcculls and removed request for a teamSeptember 18, 2025 15:13

mhlidd added type: feature Enhancements and improvements type: documentation comp: api Tracer public API labels Sep 18, 2025

mhlidd requested a review from PerfectSlayer September 18, 2025 15:15

mhlidd mentioned this pull request Sep 18, 2025
Adding supported-configurations.json file #9563
Merged

mhlidd changed the base branch from master to mhlidd/config_inversion_pluginsSeptember 18, 2025 21:25

mhlidd force-pushed the mhlidd/config_inversion_base branch from aa18112 to 606dfd0Compare September 18, 2025 21:32

mhlidd changed the base branch from mhlidd/config_inversion_plugins to mhlidd/migrate_config-utils_testsSeptember 18, 2025 22:06

mhlidd force-pushed the mhlidd/config_inversion_base branch from 606dfd0 to 7cea99bCompare September 18, 2025 22:09

PerfectSlayer reviewed Sep 19, 2025
View reviewed changes

Comment threadutils/config-utils/src/main/java/datadog/trace/config/inversion/ConfigInversionStrictStyle.java Outdated

dougqh reviewed Sep 19, 2025
View reviewed changes

Comment threadutils/config-utils/src/main/java/datadog/trace/config/inversion/ConfigHelper.java Outdated

bric3 mentioned this pull request Sep 23, 2025
Adding Gradle Plugins for Config Inversion #9565
Merged

mhlidd force-pushed the mhlidd/migrate_config-utils_tests branch from 57483a2 to 1574d9bCompare September 23, 2025 21:02

mhlidd force-pushed the mhlidd/config_inversion_base branch from a20edf0 to bb4f47cCompare September 23, 2025 21:09

mhlidd requested a review from PerfectSlayer September 23, 2025 23:59

AlexeyKuznetsov-DD reviewed Oct 6, 2025
View reviewed changes

mhlidd deleted the branch masterOctober 9, 2025 17:26

mhlidd closed this Oct 9, 2025

mhlidd reopened this Oct 9, 2025

mhlidd changed the base branch from mhlidd/test to masterOctober 10, 2025 17:44

AlexeyKuznetsov-DDand others added 20 commits October 10, 2025 14:07

Refactored EnvironmentVariables to be testable.
7a74abc

adding supported-configurations.json file
cda6f30

removing extra supported-configurations.json
6ba7dc0

migrating config-utils tests and ConfigInversionMetric telemetry
e5333f1

config inversion init
c4b7853

migrating config-utils tests
ab185c3

undo move of test files that rely on inject*config
0a529b0

adding deprecation handling
640d674

updating tests
802812c

spotless
c0c3a47

responding to PR comments
d5e8b9a

updating class coverage exclude
a4f33a0

updating ConfigHelper to be a singleton
50bf05f

refactoring ConfigHelper and ConfigurationSources to simplify code re…
68fe4e3
…adability and hide supported-configuration details

responding to PR comments and refactoring ConfigHelperTest to utilize…
11256b1
… ControllableEnvironmentVariables

updating PR comments
f823554

cleanup and code coverage
ebabc9a

bugfix
3023190

responding to PR comments
abe8786

fixing issue with EmptyMap
a257e6c

mhlidd force-pushed the mhlidd/config_inversion_base branch from 63e5d5a to a257e6cCompare October 10, 2025 18:09

manually handling rebase issues
7a2f0c5

mhlidd merged commit d19bf60 into masterOct 10, 2025
530 checks passed

mhlidd deleted the mhlidd/config_inversion_base branch October 10, 2025 19:29

github-actionsBot added this to the 1.55.0 milestone Oct 10, 2025

		// Cache for configs, init value is null
		private Map<String, String> configs;

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