iframe-proxy

ygree · 2025-03-14T21:04:04Z

What Does This Do

Adds JMXFetch to the GraalVM native build.

Motivation

View JMX metrics, including standard JVM runtime metrics for Java applications built as native images.

Additional Notes

JMXFetch required changes:

Fix and enable quarkus native smoke test:

Enable the quarkus-native smoke test #8783

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 public documentation in case of new configuration flag or behavior

Jira ticket: AIDM-541

Error: Discovered unresolved method during parsing: org.datadog.jmxfetch.App.<init>(org.datadog.jmxfetch.AppConfig).

pr-commenter · 2025-03-14T21:48:26Z

Benchmarks

Startup

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	ygree/graal-native-jmxfetch
git_commit_date	1746692171	1746718704
git_commit_sha	`d5d53cd`	`2a1b752`
release_version	1.50.0-SNAPSHOT~d5d53cd553	1.50.0-SNAPSHOT~2a1b7525e8

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1746721689	1746721689
ci_job_id	930027655	930027655
ci_pipeline_id	64543330	64543330
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-ps6td5ta-project-304-concurrent-0-9ni7j1kg 6.8.0-1027-aws #29~22.04.1-Ubuntu SMP Sun Mar 30 07:45:38 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-ps6td5ta-project-304-concurrent-0-9ni7j1kg 6.8.0-1027-aws #29~22.04.1-Ubuntu SMP Sun Mar 30 07:45:38 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
module	Agent	Agent
parent	None	None
variant	iast	iast

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 58 metrics, 13 unstable metrics.

Startup time reports for petclinic

gantt
    title petclinic - global startup overhead: candidate=1.50.0-SNAPSHOT~2a1b7525e8, baseline=1.50.0-SNAPSHOT~d5d53cd553

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.022 s) : 0, 1021528
Total [baseline] (10.481 s) : 0, 10481039
Agent [candidate] (1.026 s) : 0, 1025874
Total [candidate] (10.565 s) : 0, 10564872
section appsec
Agent [baseline] (1.162 s) : 0, 1162006
Total [baseline] (10.731 s) : 0, 10731464
Agent [candidate] (1.161 s) : 0, 1161191
Total [candidate] (10.737 s) : 0, 10736516
section iast
Agent [baseline] (1.161 s) : 0, 1160529
Total [baseline] (11.036 s) : 0, 11036120
Agent [candidate] (1.153 s) : 0, 1152758
Total [candidate] (10.922 s) : 0, 10922412
section profiling
Agent [baseline] (1.299 s) : 0, 1299235
Total [baseline] (11.002 s) : 0, 11001735
Agent [candidate] (1.291 s) : 0, 1291120
Total [candidate] (10.913 s) : 0, 10913265

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.022 s	-
Agent	appsec	1.162 s	140.477 ms (13.8%)
Agent	iast	1.161 s	139.001 ms (13.6%)
Agent	profiling	1.299 s	277.707 ms (27.2%)
Total	tracing	10.481 s	-
Total	appsec	10.731 s	250.426 ms (2.4%)
Total	iast	11.036 s	555.081 ms (5.3%)
Total	profiling	11.002 s	520.696 ms (5.0%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.026 s	-
Agent	appsec	1.161 s	135.317 ms (13.2%)
Agent	iast	1.153 s	126.884 ms (12.4%)
Agent	profiling	1.291 s	265.246 ms (25.9%)
Total	tracing	10.565 s	-
Total	appsec	10.737 s	171.644 ms (1.6%)
Total	iast	10.922 s	357.539 ms (3.4%)
Total	profiling	10.913 s	348.392 ms (3.3%)

gantt
    title petclinic - break down per module: candidate=1.50.0-SNAPSHOT~2a1b7525e8, baseline=1.50.0-SNAPSHOT~d5d53cd553

    dateFormat X
    axisFormat %s
section tracing
BytebuddyAgent [baseline] (683.383 ms) : 0, 683383
BytebuddyAgent [candidate] (684.882 ms) : 0, 684882
GlobalTracer [baseline] (241.238 ms) : 0, 241238
GlobalTracer [candidate] (242.086 ms) : 0, 242086
AppSec [baseline] (54.508 ms) : 0, 54508
AppSec [candidate] (55.071 ms) : 0, 55071
Debugger [baseline] (8.419 ms) : 0, 8419
Debugger [candidate] (10.532 ms) : 0, 10532
Remote Config [baseline] (714.016 µs) : 0, 714
Remote Config [candidate] (692.533 µs) : 0, 693
Telemetry [baseline] (9.785 ms) : 0, 9785
Telemetry [candidate] (9.059 ms) : 0, 9059
section appsec
BytebuddyAgent [baseline] (700.633 ms) : 0, 700633
BytebuddyAgent [candidate] (700.483 ms) : 0, 700483
GlobalTracer [baseline] (236.937 ms) : 0, 236937
GlobalTracer [candidate] (236.694 ms) : 0, 236694
AppSec [baseline] (175.757 ms) : 0, 175757
AppSec [candidate] (175.324 ms) : 0, 175324
Debugger [baseline] (5.948 ms) : 0, 5948
Debugger [candidate] (5.921 ms) : 0, 5921
Remote Config [baseline] (620.46 µs) : 0, 620
Remote Config [candidate] (619.589 µs) : 0, 620
Telemetry [baseline] (7.79 ms) : 0, 7790
Telemetry [candidate] (7.756 ms) : 0, 7756
IAST [baseline] (21.786 ms) : 0, 21786
IAST [candidate] (21.686 ms) : 0, 21686
section iast
BytebuddyAgent [baseline] (810.919 ms) : 0, 810919
BytebuddyAgent [candidate] (804.801 ms) : 0, 804801
GlobalTracer [baseline] (232.573 ms) : 0, 232573
GlobalTracer [candidate] (231.468 ms) : 0, 231468
AppSec [baseline] (48.883 ms) : 0, 48883
AppSec [candidate] (49.454 ms) : 0, 49454
Debugger [baseline] (5.926 ms) : 0, 5926
Debugger [candidate] (5.901 ms) : 0, 5901
Remote Config [baseline] (610.354 µs) : 0, 610
Remote Config [candidate] (595.388 µs) : 0, 595
Telemetry [baseline] (7.976 ms) : 0, 7976
Telemetry [candidate] (7.892 ms) : 0, 7892
IAST [baseline] (27.713 ms) : 0, 27713
IAST [candidate] (28.357 ms) : 0, 28357
section profiling
BytebuddyAgent [baseline] (683.835 ms) : 0, 683835
BytebuddyAgent [candidate] (678.25 ms) : 0, 678250
GlobalTracer [baseline] (382.825 ms) : 0, 382825
GlobalTracer [candidate] (381.382 ms) : 0, 381382
AppSec [baseline] (55.019 ms) : 0, 55019
AppSec [candidate] (54.101 ms) : 0, 54101
Debugger [baseline] (6.218 ms) : 0, 6218
Debugger [candidate] (6.15 ms) : 0, 6150
Remote Config [baseline] (663.174 µs) : 0, 663
Remote Config [candidate] (654.05 µs) : 0, 654
Telemetry [baseline] (8.213 ms) : 0, 8213
Telemetry [candidate] (8.216 ms) : 0, 8216
ProfilingAgent [baseline] (111.162 ms) : 0, 111162
ProfilingAgent [candidate] (111.404 ms) : 0, 111404
Profiling [baseline] (111.187 ms) : 0, 111187
Profiling [candidate] (111.429 ms) : 0, 111429

Startup time reports for insecure-bank

gantt
    title insecure-bank - global startup overhead: candidate=1.50.0-SNAPSHOT~2a1b7525e8, baseline=1.50.0-SNAPSHOT~d5d53cd553

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.017 s) : 0, 1016757
Total [baseline] (8.661 s) : 0, 8660890
Agent [candidate] (1.018 s) : 0, 1018135
Total [candidate] (8.677 s) : 0, 8677073
section iast
Agent [baseline] (1.158 s) : 0, 1157607
Total [baseline] (9.259 s) : 0, 9259174
Agent [candidate] (1.148 s) : 0, 1147926
Total [candidate] (9.235 s) : 0, 9235135
section iast_HARDCODED_SECRET_DISABLED
Agent [baseline] (1.148 s) : 0, 1147871
Total [baseline] (9.267 s) : 0, 9266919
Agent [candidate] (1.149 s) : 0, 1149472
Total [candidate] (9.287 s) : 0, 9287349
section iast_TELEMETRY_OFF
Agent [baseline] (1.153 s) : 0, 1152645
Total [baseline] (9.3 s) : 0, 9299700
Agent [candidate] (1.15 s) : 0, 1150413
Total [candidate] (9.258 s) : 0, 9257522

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.017 s	-
Agent	iast	1.158 s	140.851 ms (13.9%)
Agent	iast_HARDCODED_SECRET_DISABLED	1.148 s	131.115 ms (12.9%)
Agent	iast_TELEMETRY_OFF	1.153 s	135.888 ms (13.4%)
Total	tracing	8.661 s	-
Total	iast	9.259 s	598.284 ms (6.9%)
Total	iast_HARDCODED_SECRET_DISABLED	9.267 s	606.029 ms (7.0%)
Total	iast_TELEMETRY_OFF	9.3 s	638.81 ms (7.4%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.018 s	-
Agent	iast	1.148 s	129.791 ms (12.7%)
Agent	iast_HARDCODED_SECRET_DISABLED	1.149 s	131.337 ms (12.9%)
Agent	iast_TELEMETRY_OFF	1.15 s	132.278 ms (13.0%)
Total	tracing	8.677 s	-
Total	iast	9.235 s	558.062 ms (6.4%)
Total	iast_HARDCODED_SECRET_DISABLED	9.287 s	610.276 ms (7.0%)
Total	iast_TELEMETRY_OFF	9.258 s	580.449 ms (6.7%)

gantt
    title insecure-bank - break down per module: candidate=1.50.0-SNAPSHOT~2a1b7525e8, baseline=1.50.0-SNAPSHOT~d5d53cd553

    dateFormat X
    axisFormat %s
section tracing
BytebuddyAgent [baseline] (681.705 ms) : 0, 681705
BytebuddyAgent [candidate] (681.734 ms) : 0, 681734
GlobalTracer [baseline] (239.529 ms) : 0, 239529
GlobalTracer [candidate] (239.749 ms) : 0, 239749
AppSec [baseline] (54.642 ms) : 0, 54642
AppSec [candidate] (54.364 ms) : 0, 54364
Debugger [baseline] (6.889 ms) : 0, 6889
Debugger [candidate] (8.332 ms) : 0, 8332
Remote Config [baseline] (691.81 µs) : 0, 692
Remote Config [candidate] (691.175 µs) : 0, 691
Telemetry [baseline] (9.811 ms) : 0, 9811
Telemetry [candidate] (9.792 ms) : 0, 9792
section iast
BytebuddyAgent [baseline] (809.482 ms) : 0, 809482
BytebuddyAgent [candidate] (802.094 ms) : 0, 802094
GlobalTracer [baseline] (231.499 ms) : 0, 231499
GlobalTracer [candidate] (230.259 ms) : 0, 230259
AppSec [baseline] (51.026 ms) : 0, 51026
AppSec [candidate] (49.071 ms) : 0, 49071
Debugger [baseline] (5.897 ms) : 0, 5897
Debugger [candidate] (5.845 ms) : 0, 5845
Remote Config [baseline] (587.715 µs) : 0, 588
Remote Config [candidate] (595.639 µs) : 0, 596
Telemetry [baseline] (7.881 ms) : 0, 7881
Telemetry [candidate] (7.8 ms) : 0, 7800
IAST [baseline] (26.93 ms) : 0, 26930
IAST [candidate] (28.933 ms) : 0, 28933
section iast_HARDCODED_SECRET_DISABLED
BytebuddyAgent [baseline] (801.182 ms) : 0, 801182
BytebuddyAgent [candidate] (802.467 ms) : 0, 802467
GlobalTracer [baseline] (230.337 ms) : 0, 230337
GlobalTracer [candidate] (230.643 ms) : 0, 230643
AppSec [baseline] (49.524 ms) : 0, 49524
AppSec [candidate] (48.563 ms) : 0, 48563
Debugger [baseline] (5.931 ms) : 0, 5931
Debugger [candidate] (5.833 ms) : 0, 5833
Remote Config [baseline] (600.143 µs) : 0, 600
Remote Config [candidate] (583.181 µs) : 0, 583
Telemetry [baseline] (7.913 ms) : 0, 7913
Telemetry [candidate] (7.92 ms) : 0, 7920
IAST [baseline] (28.917 ms) : 0, 28917
IAST [candidate] (30.029 ms) : 0, 30029
section iast_TELEMETRY_OFF
BytebuddyAgent [baseline] (804.894 ms) : 0, 804894
BytebuddyAgent [candidate] (803.459 ms) : 0, 803459
GlobalTracer [baseline] (231.315 ms) : 0, 231315
GlobalTracer [candidate] (230.606 ms) : 0, 230606
AppSec [baseline] (55.941 ms) : 0, 55941
AppSec [candidate] (53.581 ms) : 0, 53581
Debugger [baseline] (5.962 ms) : 0, 5962
Debugger [candidate] (6.013 ms) : 0, 6013
Remote Config [baseline] (606.866 µs) : 0, 607
Remote Config [candidate] (634.137 µs) : 0, 634
Telemetry [baseline] (7.794 ms) : 0, 7794
Telemetry [candidate] (7.839 ms) : 0, 7839
IAST [baseline] (22.5 ms) : 0, 22500
IAST [candidate] (24.832 ms) : 0, 24832

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
end_time	2025-05-08T15:58:23	2025-05-08T16:06:09
git_branch	master	ygree/graal-native-jmxfetch
git_commit_date	1746692171	1746718704
git_commit_sha	`d5d53cd`	`2a1b752`
release_version	1.50.0-SNAPSHOT~d5d53cd553	1.50.0-SNAPSHOT~2a1b7525e8
start_time	2025-05-08T15:58:09	2025-05-08T16:05:55

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1746720769	1746720769
ci_job_id	930027656	930027656
ci_pipeline_id	64543330	64543330
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-ps6td5ta-project-304-concurrent-2-s4io6pha 6.8.0-1027-aws #29~22.04.1-Ubuntu SMP Sun Mar 30 07:45:38 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-ps6td5ta-project-304-concurrent-2-s4io6pha 6.8.0-1027-aws #29~22.04.1-Ubuntu SMP Sun Mar 30 07:45:38 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
variant	iast	iast

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 12 metrics, 18 unstable metrics.

Request duration reports for insecure-bank

gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.50.0-SNAPSHOT~2a1b7525e8, baseline=1.50.0-SNAPSHOT~d5d53cd553
    dateFormat X
    axisFormat %s
section baseline
no_agent (384.02 µs) : 363, 405
.   : milestone, 384,
iast (522.933 µs) : 501, 545
.   : milestone, 523,
iast_FULL (740.788 µs) : 719, 763
.   : milestone, 741,
iast_GLOBAL (567.514 µs) : 545, 590
.   : milestone, 568,
iast_HARDCODED_SECRET_DISABLED (521.629 µs) : 499, 544
.   : milestone, 522,
iast_INACTIVE (471.668 µs) : 449, 495
.   : milestone, 472,
iast_TELEMETRY_OFF (523.771 µs) : 500, 547
.   : milestone, 524,
tracing (470.314 µs) : 448, 493
.   : milestone, 470,
section candidate
no_agent (386.581 µs) : 366, 407
.   : milestone, 387,
iast (526.353 µs) : 504, 548
.   : milestone, 526,
iast_FULL (744.656 µs) : 723, 767
.   : milestone, 745,
iast_GLOBAL (560.767 µs) : 539, 582
.   : milestone, 561,
iast_HARDCODED_SECRET_DISABLED (533.715 µs) : 511, 557
.   : milestone, 534,
iast_INACTIVE (472.67 µs) : 450, 496
.   : milestone, 473,
iast_TELEMETRY_OFF (509.294 µs) : 486, 533
.   : milestone, 509,
tracing (469.914 µs) : 448, 492
.   : milestone, 470,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	384.02 µs [363.208 µs, 404.832 µs]	-
iast	522.933 µs [501.028 µs, 544.838 µs]	138.913 µs (36.2%)
iast_FULL	740.788 µs [718.996 µs, 762.58 µs]	356.768 µs (92.9%)
iast_GLOBAL	567.514 µs [545.345 µs, 589.684 µs]	183.494 µs (47.8%)
iast_HARDCODED_SECRET_DISABLED	521.629 µs [498.918 µs, 544.341 µs]	137.61 µs (35.8%)
iast_INACTIVE	471.668 µs [448.639 µs, 494.697 µs]	87.648 µs (22.8%)
iast_TELEMETRY_OFF	523.771 µs [500.216 µs, 547.326 µs]	139.751 µs (36.4%)
tracing	470.314 µs [447.617 µs, 493.012 µs]	86.294 µs (22.5%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	386.581 µs [366.376 µs, 406.786 µs]	-
iast	526.353 µs [504.278 µs, 548.427 µs]	139.771 µs (36.2%)
iast_FULL	744.656 µs [722.651 µs, 766.661 µs]	358.075 µs (92.6%)
iast_GLOBAL	560.767 µs [539.199 µs, 582.335 µs]	174.186 µs (45.1%)
iast_HARDCODED_SECRET_DISABLED	533.715 µs [510.861 µs, 556.568 µs]	147.134 µs (38.1%)
iast_INACTIVE	472.67 µs [449.714 µs, 495.626 µs]	86.089 µs (22.3%)
iast_TELEMETRY_OFF	509.294 µs [485.777 µs, 532.811 µs]	122.713 µs (31.7%)
tracing	469.914 µs [447.671 µs, 492.157 µs]	83.333 µs (21.6%)

Request duration reports for petclinic

gantt
    title petclinic - request duration [CI 0.99] : candidate=1.50.0-SNAPSHOT~2a1b7525e8, baseline=1.50.0-SNAPSHOT~d5d53cd553
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.375 ms) : 1355, 1395
.   : milestone, 1375,
appsec (1.73 ms) : 1706, 1754
.   : milestone, 1730,
appsec_no_iast (1.744 ms) : 1721, 1768
.   : milestone, 1744,
code_origins (1.678 ms) : 1651, 1706
.   : milestone, 1678,
iast (1.523 ms) : 1498, 1547
.   : milestone, 1523,
profiling (1.525 ms) : 1502, 1548
.   : milestone, 1525,
tracing (1.509 ms) : 1486, 1531
.   : milestone, 1509,
section candidate
no_agent (1.38 ms) : 1360, 1399
.   : milestone, 1380,
appsec (1.721 ms) : 1698, 1745
.   : milestone, 1721,
appsec_no_iast (1.741 ms) : 1718, 1765
.   : milestone, 1741,
code_origins (1.669 ms) : 1643, 1696
.   : milestone, 1669,
iast (1.538 ms) : 1514, 1562
.   : milestone, 1538,
profiling (1.5 ms) : 1476, 1524
.   : milestone, 1500,
tracing (1.498 ms) : 1475, 1522
.   : milestone, 1498,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.375 ms [1.355 ms, 1.395 ms]	-
appsec	1.73 ms [1.706 ms, 1.754 ms]	354.878 µs (25.8%)
appsec_no_iast	1.744 ms [1.721 ms, 1.768 ms]	369.191 µs (26.8%)
code_origins	1.678 ms [1.651 ms, 1.706 ms]	303.281 µs (22.1%)
iast	1.523 ms [1.498 ms, 1.547 ms]	147.511 µs (10.7%)
profiling	1.525 ms [1.502 ms, 1.548 ms]	150.025 µs (10.9%)
tracing	1.509 ms [1.486 ms, 1.531 ms]	133.741 µs (9.7%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.38 ms [1.36 ms, 1.399 ms]	-
appsec	1.721 ms [1.698 ms, 1.745 ms]	341.507 µs (24.8%)
appsec_no_iast	1.741 ms [1.718 ms, 1.765 ms]	361.737 µs (26.2%)
code_origins	1.669 ms [1.643 ms, 1.696 ms]	289.68 µs (21.0%)
iast	1.538 ms [1.514 ms, 1.562 ms]	158.396 µs (11.5%)
profiling	1.5 ms [1.476 ms, 1.524 ms]	120.413 µs (8.7%)
tracing	1.498 ms [1.475 ms, 1.522 ms]	118.696 µs (8.6%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	ygree/graal-native-jmxfetch
git_commit_date	1746692171	1746718704
git_commit_sha	`d5d53cd`	`2a1b752`
release_version	1.50.0-SNAPSHOT~d5d53cd553	1.50.0-SNAPSHOT~2a1b7525e8

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1746721321	1746721321
ci_job_id	930027657	930027657
ci_pipeline_id	64543330	64543330
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-ps6td5ta-project-304-concurrent-3-3fwvrfqf 6.8.0-1027-aws #29~22.04.1-Ubuntu SMP Sun Mar 30 07:45:38 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-ps6td5ta-project-304-concurrent-3-3fwvrfqf 6.8.0-1027-aws #29~22.04.1-Ubuntu SMP Sun Mar 30 07:45:38 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 tomcat

gantt
    title tomcat - execution time [CI 0.99] : candidate=1.50.0-SNAPSHOT~2a1b7525e8, baseline=1.50.0-SNAPSHOT~d5d53cd553
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.475 ms) : 1464, 1487
.   : milestone, 1475,
appsec (2.401 ms) : 2352, 2450
.   : milestone, 2401,
iast (2.179 ms) : 2117, 2242
.   : milestone, 2179,
iast_GLOBAL (2.229 ms) : 2166, 2291
.   : milestone, 2229,
profiling (2.055 ms) : 2004, 2107
.   : milestone, 2055,
tracing (2.006 ms) : 1957, 2054
.   : milestone, 2006,
section candidate
no_agent (1.473 ms) : 1462, 1485
.   : milestone, 1473,
appsec (2.402 ms) : 2352, 2452
.   : milestone, 2402,
iast (2.191 ms) : 2128, 2254
.   : milestone, 2191,
iast_GLOBAL (2.218 ms) : 2155, 2280
.   : milestone, 2218,
profiling (2.046 ms) : 1995, 2098
.   : milestone, 2046,
tracing (2.001 ms) : 1952, 2049
.   : milestone, 2001,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.475 ms [1.464 ms, 1.487 ms]	-
appsec	2.401 ms [2.352 ms, 2.45 ms]	925.642 µs (62.7%)
iast	2.179 ms [2.117 ms, 2.242 ms]	704.193 µs (47.7%)
iast_GLOBAL	2.229 ms [2.166 ms, 2.291 ms]	753.48 µs (51.1%)
profiling	2.055 ms [2.004 ms, 2.107 ms]	579.847 µs (39.3%)
tracing	2.006 ms [1.957 ms, 2.054 ms]	530.372 µs (36.0%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.473 ms [1.462 ms, 1.485 ms]	-
appsec	2.402 ms [2.352 ms, 2.452 ms]	928.586 µs (63.0%)
iast	2.191 ms [2.128 ms, 2.254 ms]	717.874 µs (48.7%)
iast_GLOBAL	2.218 ms [2.155 ms, 2.28 ms]	744.44 µs (50.5%)
profiling	2.046 ms [1.995 ms, 2.098 ms]	573.163 µs (38.9%)
tracing	2.001 ms [1.952 ms, 2.049 ms]	527.34 µs (35.8%)

Execution time for biojava

gantt
    title biojava - execution time [CI 0.99] : candidate=1.50.0-SNAPSHOT~2a1b7525e8, baseline=1.50.0-SNAPSHOT~d5d53cd553
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.451 s) : 15451000, 15451000
.   : milestone, 15451000,
appsec (15.244 s) : 15244000, 15244000
.   : milestone, 15244000,
iast (18.516 s) : 18516000, 18516000
.   : milestone, 18516000,
iast_GLOBAL (18.026 s) : 18026000, 18026000
.   : milestone, 18026000,
profiling (14.757 s) : 14757000, 14757000
.   : milestone, 14757000,
tracing (15.322 s) : 15322000, 15322000
.   : milestone, 15322000,
section candidate
no_agent (15.456 s) : 15456000, 15456000
.   : milestone, 15456000,
appsec (15.029 s) : 15029000, 15029000
.   : milestone, 15029000,
iast (18.563 s) : 18563000, 18563000
.   : milestone, 18563000,
iast_GLOBAL (17.513 s) : 17513000, 17513000
.   : milestone, 17513000,
profiling (15.302 s) : 15302000, 15302000
.   : milestone, 15302000,
tracing (14.984 s) : 14984000, 14984000
.   : milestone, 14984000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.451 s [15.451 s, 15.451 s]	-
appsec	15.244 s [15.244 s, 15.244 s]	-207.0 ms (-1.3%)
iast	18.516 s [18.516 s, 18.516 s]	3.065 s (19.8%)
iast_GLOBAL	18.026 s [18.026 s, 18.026 s]	2.575 s (16.7%)
profiling	14.757 s [14.757 s, 14.757 s]	-694.0 ms (-4.5%)
tracing	15.322 s [15.322 s, 15.322 s]	-129.0 ms (-0.8%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.456 s [15.456 s, 15.456 s]	-
appsec	15.029 s [15.029 s, 15.029 s]	-427.0 ms (-2.8%)
iast	18.563 s [18.563 s, 18.563 s]	3.107 s (20.1%)
iast_GLOBAL	17.513 s [17.513 s, 17.513 s]	2.057 s (13.3%)
profiling	15.302 s [15.302 s, 15.302 s]	-154.0 ms (-1.0%)
tracing	14.984 s [14.984 s, 14.984 s]	-472.0 ms (-3.1%)

…h.App.<init>(org.datadog.jmxfetch.AppConfig)."

…ative build error.

… to fix the GraalVM native build error.

…doghq:jmxfetch:0.49.7+

github-actions · 2025-05-06T19:39:15Z

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mcculls · 2025-05-07T08:30:48Z

Migrate from snakeyaml to snakeyaml-engine

We recently introduced a (vendored) dependency onto snakeyaml as part of the stable config feature:

https://github.com/DataDog/dd-trace-java/pull/8526/files

This would also need to migrate to snakeyaml-engine and we'll likely also need to tweak our vendoring.

The stable config code will also need adjusting to work with plain Java collections instead of relying on bean reflection.

cc @mtoffl01

ygree · 2025-05-07T18:00:41Z

Migrate from snakeyaml to snakeyaml-engine

We recently introduced a (vendored) dependency onto snakeyaml as part of the stable config feature:

https://github.com/DataDog/dd-trace-java/pull/8526/files

This would also need to migrate to snakeyaml-engine and we'll likely also need to tweak our vendoring.

The stable config code will also need adjusting to work with plain Java collections instead of relying on bean reflection.

cc @mtoffl01

This is good to know! Though it doesn't seem to affect the native build at all, and can be done separately from this PR.

mcculls · 2025-05-07T18:10:22Z

This is good to know! Though it doesn't seem to affect the native build at all, and can be done separately from this PR.

The stable config feature is triggered by the existence of a file, so it likely won't show up unless the file exists at test time

I'd also like to avoid having 2 copies of SnakeYaml related types (i.e. from snakeyaml which we are currently vendoring vs snakeyaml-engine which JMXFetch now pulls in) - but I agree that can be addressed in a follow-up PR

Add more extensive error reporting related to metricconfigs

ygree · 2025-05-09T01:22:26Z

This is good to know! Though it doesn't seem to affect the native build at all, and can be done separately from this PR.

The stable config feature is triggered by the existence of a file, so it likely won't show up unless the file exists at test time

I'd also like to avoid having 2 copies of SnakeYaml related types (i.e. from snakeyaml which we are currently vendoring vs snakeyaml-engine which JMXFetch now pulls in) - but I agree that can be addressed in a follow-up PR

Opened #8790 for the snakeyaml-engine migration part

mcculls · 2025-05-09T11:14:55Z

        if (withProfiler && property('profiler') == 'true') {
          buildArgs.add("-J-Ddd.profiling.enabled=true")
        }
+        buildArgs.add("--enable-monitoring=jmxserver")


What happens if we try to enable JMXFetch in the native-image without adding this setting?

Oops, it shouldn't be necessary - it'll work without it.

I'll remove it in #8790

mcculls

Nice work!

Just a question about what happens if a users omits --enable-monitoring=jmxserver and we try to start JXMFetch

Also a reminder that the public docs will need updating to mention --enable-monitoring=jmxserver

| Package | Type | Package file | Manager | Update | Change | |---|---|---|---|---|---| | [com.datadoghq:dd-trace-api](https://github.com/datadog/dd-trace-java) | dependencies | misk/gradle/libs.versions.toml | gradle | minor | `1.49.0` -> `1.50.0` | --- ### Release Notes <details> <summary>datadog/dd-trace-java (com.datadoghq:dd-trace-api)</summary> ### [`v1.50.0`](https://github.com/DataDog/dd-trace-java/releases/tag/v1.50.0): 1.50.0 ### Deprecation Notice > \[!NOTE] > `DD_RUNTIME_ID_ENABLED` has been deprecated and will be removed in future releases. Please use `DD_RUNTIME_METRICS_RUNTIME_ID_ENABLED` instead. ### Components #### Application Security Management (WAF) - 🐛 Add String length truncation limit to ObjectIntrospector and update truncation metrics ([#8825](DataDog/dd-trace-java#8825) - [@jandro996](https://github.com/jandro996)) - 🐛 Adapt standalone ASM to support API Security ([#8804](DataDog/dd-trace-java#8804) - [@jandro996](https://github.com/jandro996)) - ✨ Add appsec.waf.input\_truncated metric ([#8791](DataDog/dd-trace-java#8791) - [@jandro996](https://github.com/jandro996)) - ✨ Extended appsec request body collection ([#8748](DataDog/dd-trace-java#8748) - [@jandro996](https://github.com/jandro996)) - ✨ Extended appsec request/response headers collection ([#8724](DataDog/dd-trace-java#8724) - [@jandro996](https://github.com/jandro996)) #### Build & Tooling - ✨ Add artifacts to public s3 bucket ([#8947](DataDog/dd-trace-java#8947) - [@randomanderson](https://github.com/randomanderson)) #### Continuous Integration Visibility - 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[@daniel-mohedano](https://github.com/daniel-mohedano)) - 🐛 Always build ci workspace without trailing separator ([#8788](DataDog/dd-trace-java#8788) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - ✨ Add commit discrepancies telemetry when building repository git information ([#8763](DataDog/dd-trace-java#8763) - [@daniel-mohedano](https://github.com/daniel-mohedano)) #### Data Streams Monitoring - 💡 Surface process tags in dsm payloads and use them for base hash calculation ([#8836](DataDog/dd-trace-java#8836) - [@amarziali](https://github.com/amarziali)) #### Dynamic Instrumentation - ✨ Optimized allocations for collection filter functions ([#8896](DataDog/dd-trace-java#8896) - [@jpbempel](https://github.com/jpbempel)) - 🐛 Fix SymDB upload size check ([#8887](DataDog/dd-trace-java#8887) - [@jpbempel](https://github.com/jpbempel)) - 🐛 Add support for Set in filter function ([#8873](DataDog/dd-trace-java#8873) - [@jpbempel](https://github.com/jpbempel)) - 🐛 Add support for isDefined in log template ([#8859](DataDog/dd-trace-java#8859) - [@jpbempel](https://github.com/jpbempel)) - 🐛 Fix Max captured frames for Exception Replay ([#8856](DataDog/dd-trace-java#8856) - [@jpbempel](https://github.com/jpbempel)) - 🐛 Remove static inherited fields collection ([#8832](DataDog/dd-trace-java#8832) - [@jpbempel](https://github.com/jpbempel)) - 💡 Add process tags to dynamic instrumentation intake payload ([#8779](DataDog/dd-trace-java#8779) - [@amarziali](https://github.com/amarziali)) #### GraalVM native-image - ✨ Add support for GraalVM Native GC metrics ([#8913](DataDog/dd-trace-java#8913) - [@ygree](https://github.com/ygree)) - ✨ Add JMXFetch support for GraalVM Native ([#8569](DataDog/dd-trace-java#8569) - [@ygree](https://github.com/ygree)) #### JMX fetch - ✨ Add support for GraalVM Native GC metrics ([#8913](DataDog/dd-trace-java#8913) - [@ygree](https://github.com/ygree)) #### Library Injection - ✨ Deny oracle db jvm based tools ([#8909](DataDog/dd-trace-java#8909) - [@bric3](https://github.com/bric3)) #### OpenTracing - 🐛 Fix OT packaging for exception replay ([#8912](DataDog/dd-trace-java#8912) - [@jpbempel](https://github.com/jpbempel)) #### Profiling - ✨ Bump ddprof to 1.27.0 ([#8893](DataDog/dd-trace-java#8893) - [@jbachorik](https://github.com/jbachorik)) - Properly handle the adaptive sampling interval overflow by [@jbachorik](https://github.com/jbachorik) in DataDog/java-profiler#213 - Fix [#200](DataDog/dd-trace-java#200) Crash related to aligned\_alloc and free in context by [@yanglong1010](https://github.com/yanglong1010) in DataDog/java-profiler#208 - Explicitly initialize empty context page by [@jbachorik](https://github.com/jbachorik) in DataDog/java-profiler#210 - Re-connect crash recursion protection with VM stackwalker by [@jbachorik](https://github.com/jbachorik) in DataDog/java-profiler#214 - ✨ Enable ZSTD compression for profiling ([#8862](DataDog/dd-trace-java#8862) - [@MattAlp](https://github.com/MattAlp)) - ✨ Extend JPS re-implementation to J9 family ([#8813](DataDog/dd-trace-java#8813) - [@MattAlp](https://github.com/MattAlp)) - 💡 Collect process tags for profiling upload requests ([#8780](DataDog/dd-trace-java#8780) - [@amarziali](https://github.com/amarziali)) #### Telemetry - 💡 Surface process tags on telemetry payloads ([#8837](DataDog/dd-trace-java#8837) - [@amarziali](https://github.com/amarziali)) #### Trace context propagation - ✨ Migrating all HttpClient Instrumentations to Inject Full Context ([#8826](DataDog/dd-trace-java#8826) - [@mhlidd](https://github.com/mhlidd)) - ✨ Migrating all HttpServer Instrumentations to Extract full Context ([#8820](DataDog/dd-trace-java#8820) - [@mhlidd](https://github.com/mhlidd)) - ✨ Add context API support OTel propagators ([#8770](DataDog/dd-trace-java#8770) - [@PerfectSlayer](https://github.com/PerfectSlayer)) #### Tracer core - ✨⚡ Skip JAXB generated classes classloader ([#9003](DataDog/dd-trace-java#9003) - [@bric3](https://github.com/bric3)) - ✨ Add DD\_RUNTIME\_METRICS\_RUNTIME\_ID\_ENABLED alias for runtime id generation ([#8981](DataDog/dd-trace-java#8981) - [@amarziali](https://github.com/amarziali)) - 🐛 Use resolved address for peer.hostname when available without hitting the cache ([#8915](DataDog/dd-trace-java#8915) - [@amarziali](https://github.com/amarziali)) - 💡 Surface server name process tag for tomcat ([#8894](DataDog/dd-trace-java#8894) - [@amarziali](https://github.com/amarziali)) - 💡 Surface websphere cell and server name on process tags ([#8880](DataDog/dd-trace-java#8880) - [@amarziali](https://github.com/amarziali)) - ✨ Added special lightweight pre-main class that skips installation on incompatible JVMs. ([#8855](DataDog/dd-trace-java#8855) - [@AlexeyKuznetsov-DD](https://github.com/AlexeyKuznetsov-DD)) - 💡 Add entrypoint type to process tags ([#8839](DataDog/dd-trace-java#8839) - [@amarziali](https://github.com/amarziali)) - ✨ Extend JPS re-implementation to J9 family ([#8813](DataDog/dd-trace-java#8813) - [@MattAlp](https://github.com/MattAlp)) - ✨ Notify listeners when the scope top changes after switching scope stacks ([#8797](DataDog/dd-trace-java#8797) - [@mcculls](https://github.com/mcculls)) - ✨ Read hsperfdata for Java PIDs if jvmstat is unavailable ([#8792](DataDog/dd-trace-java#8792) - [@MattAlp](https://github.com/MattAlp)) - 🐛 Turn JDK socket support on by default ([#8752](DataDog/dd-trace-java#8752) - [@sarahchen6](https://github.com/sarahchen6)) - ✨ Simplify context propagation ([#8719](DataDog/dd-trace-java#8719) - [@PerfectSlayer](https://github.com/PerfectSlayer)) - ✨ Add JSON parsing support ([#8579](DataDog/dd-trace-java#8579) - [@PerfectSlayer](https://github.com/PerfectSlayer)) #### Tracer internal logging - ✨ Fix printing format of span identifiers ([#8897](DataDog/dd-trace-java#8897) - [@vandonr](https://github.com/vandonr)) #### Tracer public API - 💡 Track the source of installation ([#8956](DataDog/dd-trace-java#8956) - [@mabdinur](https://github.com/mabdinur)) - ✨ Enforce size limit on application\_monitoring.yaml files ([#8789](DataDog/dd-trace-java#8789) - [@mtoffl01](https://github.com/mtoffl01)) - ✨ Enabling baggage cache to support limits and non-ascii characters ([#8713](DataDog/dd-trace-java#8713) - [@mhlidd](https://github.com/mhlidd)) ### Instrumentations #### AWS Lambda instrumentation - ✨ Pass Lambda Request ID to Extension ([#8814](DataDog/dd-trace-java#8814) - [@nhulston](https://github.com/nhulston)) #### Core Java language instrumentation - ✨ Ensure ClassloadingInstrumentation is always applied even with `DD_TRACE_ENABLED=false` ([#8863](DataDog/dd-trace-java#8863) - [@mcculls](https://github.com/mcculls)) #### Eclipse Vert.x instrumentation - 🐛 Do not override route with / in vertx instrumentation ([#8881](DataDog/dd-trace-java#8881) - [@vandonr](https://github.com/vandonr)) #### IBM Liberty - 🐛 Fix error mark on http status for IBM liberty ([#8822](DataDog/dd-trace-java#8822) - [@amarziali](https://github.com/amarziali)) #### JDBC instrumentation - 🐛 Do not prepend DBM <> APM trace comment in SQLCommenter if there is a pg plan hint ([#8864](DataDog/dd-trace-java#8864) - [@edengorevoy](https://github.com/edengorevoy)) #### JMS instrumentation - ✨ Add jms as an extra integration name where there is JMS involved ([#8933](DataDog/dd-trace-java#8933) - [@vandonr](https://github.com/vandonr)) #### Kotlin instrumentation - ✨ Enable kotlin\_coroutine integration by default ([#8848](DataDog/dd-trace-java#8848) - [@mcculls](https://github.com/mcculls)) - 🧹 Rework Kotlin coroutines instrumentation around coroutine context ([#8774](DataDog/dd-trace-java#8774) - [@mcculls](https://github.com/mcculls)) #### OpenTelemetry instrumentation - 🐛 Support WithSpan inheritContext attribute ([#8858](DataDog/dd-trace-java#8858) - [@amarziali](https://github.com/amarziali)) - ✨ Add context API support OTel propagators ([#8770](DataDog/dd-trace-java#8770) - [@PerfectSlayer](https://github.com/PerfectSlayer)) #### Play Framework instrumentation - 🐛 Fix the Play Framework's span resource name priority so that the client JAX-RS 404 cannot override it ([#8591](DataDog/dd-trace-java#8591) - [@ygree](https://github.com/ygree)) #### Quarkus Instrumentation - 🐛 Ignore quarkus jaxrs stubs and cdi wrapper proxies ([#8891](DataDog/dd-trace-java#8891) - [@amarziali](https://github.com/amarziali)) #### ServiceTalk - ✨ Improve ServiceTalk Captured Context API Instrumentation for v0.42.56+ ([#8821](DataDog/dd-trace-java#8821) - 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ygree self-assigned this Mar 14, 2025

Add JMXFetch to TracerInstaller for GraalVM Native

76b4106

Error: Discovered unresolved method during parsing: org.datadog.jmxfetch.App.<init>(org.datadog.jmxfetch.AppConfig).

ygree force-pushed the ygree/graal-native-jmxfetch branch from 634df59 to c67a3fb Compare April 5, 2025 05:57

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Comment thread ...in/java/datadog/trace/instrumentation/graal/nativeimage/Target_org_datadog_jmxfetch_App.java Outdated

ygree added 2 commits April 7, 2025 11:39

Fix "Discovered unresolved method during parsing: org.datadog.jmxfetc…

e3c1006

…h.App.<init>(org.datadog.jmxfetch.AppConfig)."

Replace org.datadog.jmxfetch.Status.generateJson to fix the GraalVM n…

fe07e3f

…ative build error.

ygree force-pushed the ygree/graal-native-jmxfetch branch from c67a3fb to fe07e3f Compare April 7, 2025 18:45

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Comment thread ...java/datadog/trace/instrumentation/graal/nativeimage/Target_org_datadog_jmxfetch_Status.java

Replace org.datadog.jmxfetch.reporter.JsonReporter.doSendServiceCheck…

0731f76

… to fix the GraalVM native build error.

datadog-datadog-prod-us1 Bot reviewed Apr 7, 2025

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Comment thread ...ace/instrumentation/graal/nativeimage/Target_org_datadog_jmxfetch_reporter_JsonReporter.java

Add jmxfetch config resources needed at runtime.

648a939

ygree changed the title ~~Add JMXFetch to TracerInstaller for GraalVM Native~~ JMXFetch support for GraalVM Native Apr 11, 2025

ygree added 3 commits April 15, 2025 12:56

Move JMXFetch.run to TracerActivation

8ff5951

Remove JsonProcessingException stub that won't be needed for com.data…

5d06a2f

…doghq:jmxfetch:0.49.7+

Adjust GraalVM Native substitutions for JMXFetch

03e3c12

This was referenced Apr 16, 2025

Migrate from snakeyaml to snakeyaml-engine DataDog/jmxfetch#554

Merged

Encapsulate JsonParser error type DataDog/jmxfetch#553

Merged

ygree added 6 commits April 18, 2025 11:41

GraalVM Native JMXFetch smoke test

2329be9

Bump jmxfetch to 0.49.7 for GraalVM Native

4b438da

Merge branch 'master' into ygree/graal-native-jmxfetch

5b25cb4

Clean up TODO

a61b6b1

Merge branch 'master' into ygree/graal-native-jmxfetch

9d0f210

Disable remoteConfig and telemetry for Native builds

55b6ee3

ygree marked this pull request as ready for review May 6, 2025 19:39

ygree requested review from a team as code owners May 6, 2025 19:39

ygree requested a review from dougqh May 6, 2025 19:39

mcculls added type: feature Enhancements and improvements comp: native-image GraalVM native-image labels May 7, 2025

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Comment thread dd-java-agent/agent-bootstrap/src/main/java/datadog/trace/bootstrap/Agent.java Outdated

Code review follow up

c56773b

Merge branch 'master' into ygree/graal-native-jmxfetch

0bde9b0

ygree added 2 commits May 7, 2025 23:18

Add jmxfetch integrations metricconfigs for native builds

7364f8c

Add more extensive error reporting related to metricconfigs

Merge branch 'master' into ygree/graal-native-jmxfetch

80bed74

ygree force-pushed the ygree/graal-native-jmxfetch branch from 710cf9b to 80bed74 Compare May 8, 2025 06:19

ygree added 2 commits May 8, 2025 08:37

Fix fobidden api error

8348240

Merge branch 'master' into ygree/graal-native-jmxfetch

2a1b752

ygree enabled auto-merge (squash) May 8, 2025 20:33

ygree added this to the 1.50.0 milestone May 9, 2025

ygree mentioned this pull request May 9, 2025

The Stable Config migration from snakeyaml to the snakeyaml engine to support GraalVM Native #8790

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ygree merged commit ad6d5fe into master May 9, 2025

ygree deleted the ygree/graal-native-jmxfetch branch May 9, 2025 11:16

PerfectSlayer changed the title ~~JMXFetch support for GraalVM Native~~ Add JMXFetch support for GraalVM Native Jun 20, 2025

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Add JMXFetch support for GraalVM Native - #8569

Add JMXFetch support for GraalVM Native#8569
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ygree commented Mar 14, 2025 •

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pr-commenter Bot commented Mar 14, 2025 •

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ygree May 9, 2025 •

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