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@paullegranddc paullegranddc commented Jul 18, 2025

What Does This Do

Updates Hands Off Configs Phase 2 to match on process argument values. Previously, we only matched on process argument keys.

For example, a process running with -Darg1=my-custom-value will now get service name my-custom-value with the following config:

apm_configuration_rules:
  - selectors:
    - origin: process_arguments
      key: "-Darg1"
      value: "my-custom-value"
      operator: equals
      configuration:
        DD_SERVICE: "{{process_arguments['-Darg1']}}"

Motivation

Additional Notes

Contributor Checklist

Jira ticket: [PROJ-IDENT]

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pr-commenter bot commented Jul 18, 2025

Benchmarks

Startup

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master paullgdc/stable_config/match_equal_args
git_commit_date 1753200868 1753203063
git_commit_sha 90125af 2cf1092
release_version 1.51.1-SNAPSHOT~90125aff77 1.51.1-SNAPSHOT~2cf109274c
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1753204796 1753204796
ci_job_id 1041665212 1041665212
ci_pipeline_id 71343331 71343331
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-0-47wmoyyy 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-0-47wmoyyy 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 49 metrics, 10 unstable metrics.

Startup time reports for insecure-bank
gantt
    title insecure-bank - global startup overhead: candidate=1.51.1-SNAPSHOT~2cf109274c, baseline=1.51.1-SNAPSHOT~90125aff77

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.038 s) : 0, 1038481
Total [baseline] (8.606 s) : 0, 8605891
Agent [candidate] (1.04 s) : 0, 1039942
Total [candidate] (8.618 s) : 0, 8617726
section iast
Agent [baseline] (1.178 s) : 0, 1178208
Total [baseline] (9.3 s) : 0, 9300047
Agent [candidate] (1.174 s) : 0, 1174014
Total [candidate] (9.258 s) : 0, 9258417
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.038 s -
Agent iast 1.178 s 139.726 ms (13.5%)
Total tracing 8.606 s -
Total iast 9.3 s 694.156 ms (8.1%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.04 s -
Agent iast 1.174 s 134.073 ms (12.9%)
Total tracing 8.618 s -
Total iast 9.258 s 640.69 ms (7.4%)
gantt
    title insecure-bank - break down per module: candidate=1.51.1-SNAPSHOT~2cf109274c, baseline=1.51.1-SNAPSHOT~90125aff77

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.446 ms) : 0, 1446
crashtracking [candidate] (1.423 ms) : 0, 1423
BytebuddyAgent [baseline] (729.696 ms) : 0, 729696
BytebuddyAgent [candidate] (730.446 ms) : 0, 730446
GlobalTracer [baseline] (241.29 ms) : 0, 241290
GlobalTracer [candidate] (241.834 ms) : 0, 241834
AppSec [baseline] (30.234 ms) : 0, 30234
AppSec [candidate] (30.367 ms) : 0, 30367
Debugger [baseline] (6.0 ms) : 0, 6000
Debugger [candidate] (5.996 ms) : 0, 5996
Remote Config [baseline] (646.688 µs) : 0, 647
Remote Config [candidate] (641.238 µs) : 0, 641
Telemetry [baseline] (8.207 ms) : 0, 8207
Telemetry [candidate] (8.224 ms) : 0, 8224
section iast
crashtracking [baseline] (1.439 ms) : 0, 1439
crashtracking [candidate] (1.431 ms) : 0, 1431
BytebuddyAgent [baseline] (850.201 ms) : 0, 850201
BytebuddyAgent [candidate] (847.646 ms) : 0, 847646
GlobalTracer [baseline] (233.676 ms) : 0, 233676
GlobalTracer [candidate] (231.603 ms) : 0, 231603
AppSec [baseline] (28.213 ms) : 0, 28213
AppSec [candidate] (28.153 ms) : 0, 28153
Debugger [baseline] (6.718 ms) : 0, 6718
Debugger [candidate] (6.655 ms) : 0, 6655
Remote Config [baseline] (602.518 µs) : 0, 603
Remote Config [candidate] (583.06 µs) : 0, 583
Telemetry [baseline] (7.883 ms) : 0, 7883
Telemetry [candidate] (7.914 ms) : 0, 7914
IAST [baseline] (28.539 ms) : 0, 28539
IAST [candidate] (29.065 ms) : 0, 29065
Loading
Startup time reports for petclinic
gantt
    title petclinic - global startup overhead: candidate=1.51.1-SNAPSHOT~2cf109274c, baseline=1.51.1-SNAPSHOT~90125aff77

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.04 s) : 0, 1040273
Total [baseline] (10.663 s) : 0, 10662858
Agent [candidate] (1.038 s) : 0, 1037851
Total [candidate] (10.577 s) : 0, 10576601
section appsec
Agent [baseline] (1.217 s) : 0, 1216513
Total [baseline] (10.768 s) : 0, 10767574
Agent [candidate] (1.219 s) : 0, 1218653
Total [candidate] (10.778 s) : 0, 10778016
section iast
Agent [baseline] (1.172 s) : 0, 1171703
Total [baseline] (10.987 s) : 0, 10986770
Agent [candidate] (1.175 s) : 0, 1175499
Total [candidate] (10.907 s) : 0, 10906919
section profiling
Agent [baseline] (1.186 s) : 0, 1186478
Total [baseline] (10.937 s) : 0, 10937493
Agent [candidate] (1.186 s) : 0, 1185581
Total [candidate] (10.864 s) : 0, 10864365
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.04 s -
Agent appsec 1.217 s 176.24 ms (16.9%)
Agent iast 1.172 s 131.429 ms (12.6%)
Agent profiling 1.186 s 146.205 ms (14.1%)
Total tracing 10.663 s -
Total appsec 10.768 s 104.717 ms (1.0%)
Total iast 10.987 s 323.913 ms (3.0%)
Total profiling 10.937 s 274.635 ms (2.6%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.038 s -
Agent appsec 1.219 s 180.802 ms (17.4%)
Agent iast 1.175 s 137.648 ms (13.3%)
Agent profiling 1.186 s 147.73 ms (14.2%)
Total tracing 10.577 s -
Total appsec 10.778 s 201.414 ms (1.9%)
Total iast 10.907 s 330.317 ms (3.1%)
Total profiling 10.864 s 287.763 ms (2.7%)
gantt
    title petclinic - break down per module: candidate=1.51.1-SNAPSHOT~2cf109274c, baseline=1.51.1-SNAPSHOT~90125aff77

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.432 ms) : 0, 1432
crashtracking [candidate] (1.431 ms) : 0, 1431
BytebuddyAgent [baseline] (730.699 ms) : 0, 730699
BytebuddyAgent [candidate] (728.608 ms) : 0, 728608
GlobalTracer [baseline] (241.738 ms) : 0, 241738
GlobalTracer [candidate] (241.535 ms) : 0, 241535
AppSec [baseline] (30.476 ms) : 0, 30476
AppSec [candidate] (30.403 ms) : 0, 30403
Debugger [baseline] (6.043 ms) : 0, 6043
Debugger [candidate] (5.99 ms) : 0, 5990
Remote Config [baseline] (651.462 µs) : 0, 651
Remote Config [candidate] (644.664 µs) : 0, 645
Telemetry [baseline] (8.225 ms) : 0, 8225
Telemetry [candidate] (8.207 ms) : 0, 8207
section appsec
crashtracking [baseline] (1.437 ms) : 0, 1437
crashtracking [candidate] (1.436 ms) : 0, 1436
BytebuddyAgent [baseline] (751.115 ms) : 0, 751115
BytebuddyAgent [candidate] (752.44 ms) : 0, 752440
GlobalTracer [baseline] (234.286 ms) : 0, 234286
GlobalTracer [candidate] (234.87 ms) : 0, 234870
AppSec [baseline] (169.284 ms) : 0, 169284
AppSec [candidate] (170.003 ms) : 0, 170003
Debugger [baseline] (6.389 ms) : 0, 6389
Debugger [candidate] (6.427 ms) : 0, 6427
Remote Config [baseline] (602.833 µs) : 0, 603
Remote Config [candidate] (603.854 µs) : 0, 604
Telemetry [baseline] (8.805 ms) : 0, 8805
Telemetry [candidate] (8.167 ms) : 0, 8167
IAST [baseline] (23.389 ms) : 0, 23389
IAST [candidate] (23.415 ms) : 0, 23415
section iast
crashtracking [baseline] (1.433 ms) : 0, 1433
crashtracking [candidate] (1.44 ms) : 0, 1440
BytebuddyAgent [baseline] (845.659 ms) : 0, 845659
BytebuddyAgent [candidate] (847.759 ms) : 0, 847759
GlobalTracer [baseline] (232.077 ms) : 0, 232077
GlobalTracer [candidate] (232.154 ms) : 0, 232154
AppSec [baseline] (26.864 ms) : 0, 26864
AppSec [candidate] (27.478 ms) : 0, 27478
Debugger [baseline] (6.591 ms) : 0, 6591
Debugger [candidate] (9.305 ms) : 0, 9305
Remote Config [baseline] (594.962 µs) : 0, 595
Remote Config [candidate] (593.229 µs) : 0, 593
Telemetry [baseline] (7.914 ms) : 0, 7914
Telemetry [candidate] (7.903 ms) : 0, 7903
IAST [baseline] (29.653 ms) : 0, 29653
IAST [candidate] (27.715 ms) : 0, 27715
section profiling
ProfilingAgent [baseline] (103.958 ms) : 0, 103958
ProfilingAgent [candidate] (104.72 ms) : 0, 104720
crashtracking [baseline] (1.398 ms) : 0, 1398
crashtracking [candidate] (1.396 ms) : 0, 1396
BytebuddyAgent [baseline] (760.403 ms) : 0, 760403
BytebuddyAgent [candidate] (760.16 ms) : 0, 760160
GlobalTracer [baseline] (221.049 ms) : 0, 221049
GlobalTracer [candidate] (221.035 ms) : 0, 221035
AppSec [baseline] (30.342 ms) : 0, 30342
AppSec [candidate] (30.237 ms) : 0, 30237
Debugger [baseline] (6.267 ms) : 0, 6267
Debugger [candidate] (6.272 ms) : 0, 6272
Remote Config [baseline] (690.091 µs) : 0, 690
Remote Config [candidate] (677.175 µs) : 0, 677
Telemetry [baseline] (13.866 ms) : 0, 13866
Telemetry [candidate] (12.484 ms) : 0, 12484
Profiling [baseline] (103.981 ms) : 0, 103981
Profiling [candidate] (104.743 ms) : 0, 104743
Loading

Load

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master paullgdc/stable_config/match_equal_args
git_commit_date 1753200868 1753203063
git_commit_sha 90125af 2cf1092
release_version 1.51.1-SNAPSHOT~90125aff77 1.51.1-SNAPSHOT~2cf109274c
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1753204541 1753204541
ci_job_id 1041665214 1041665214
ci_pipeline_id 71343331 71343331
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-m9r7owdq 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-m9r7owdq 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 2 performance improvements and 2 performance regressions! Performance is the same for 8 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:tracing:high_load worse
[+159.721µs; +392.123µs] or [+2.147%; +5.271%]
unstable
[-95.923op/s; +52.048op/s] or [-15.412%; +8.362%]
7.715ms 600.469op/s 7.439ms 622.406op/s
scenario:load:petclinic:tracing:high_load better
[-2.731ms; -1.928ms] or [-6.100%; -4.307%]
unstable
[-0.362op/s; +14.628op/s] or [-0.347%; +13.998%]
42.441ms 111.633op/s 44.771ms 104.500op/s
scenario:load:petclinic:no_agent:high_load better
[-1.822ms; -1.177ms] or [-4.801%; -3.102%]
unstable
[-3.881op/s; +13.931op/s] or [-3.150%; +11.305%]
36.457ms 128.250op/s 37.957ms 123.225op/s
scenario:load:petclinic:code_origins:high_load worse
[+0.928ms; +1.746ms] or [+2.117%; +3.983%]
unstable
[-10.716op/s; +4.466op/s] or [-10.042%; +4.185%]
45.171ms 103.588op/s 43.834ms 106.713op/s
Request duration reports for insecure-bank
gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.51.1-SNAPSHOT~2cf109274c, baseline=1.51.1-SNAPSHOT~90125aff77
    dateFormat X
    axisFormat %s
section baseline
no_agent (4.605 ms) : 4552, 4659
.   : milestone, 4605,
iast (9.463 ms) : 9302, 9625
.   : milestone, 9463,
iast_FULL (14.118 ms) : 13833, 14404
.   : milestone, 14118,
iast_GLOBAL (10.109 ms) : 9934, 10283
.   : milestone, 10109,
profiling (9.032 ms) : 8871, 9194
.   : milestone, 9032,
tracing (7.439 ms) : 7336, 7543
.   : milestone, 7439,
section candidate
no_agent (4.491 ms) : 4440, 4543
.   : milestone, 4491,
iast (9.478 ms) : 9322, 9634
.   : milestone, 9478,
iast_FULL (14.108 ms) : 13831, 14385
.   : milestone, 14108,
iast_GLOBAL (10.23 ms) : 10043, 10416
.   : milestone, 10230,
profiling (8.713 ms) : 8574, 8852
.   : milestone, 8713,
tracing (7.715 ms) : 7603, 7827
.   : milestone, 7715,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 4.605 ms [4.552 ms, 4.659 ms] -
iast 9.463 ms [9.302 ms, 9.625 ms] 4.858 ms (105.5%)
iast_FULL 14.118 ms [13.833 ms, 14.404 ms] 9.513 ms (206.6%)
iast_GLOBAL 10.109 ms [9.934 ms, 10.283 ms] 5.503 ms (119.5%)
profiling 9.032 ms [8.871 ms, 9.194 ms] 4.427 ms (96.1%)
tracing 7.439 ms [7.336 ms, 7.543 ms] 2.834 ms (61.5%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 4.491 ms [4.44 ms, 4.543 ms] -
iast 9.478 ms [9.322 ms, 9.634 ms] 4.987 ms (111.0%)
iast_FULL 14.108 ms [13.831 ms, 14.385 ms] 9.617 ms (214.1%)
iast_GLOBAL 10.23 ms [10.043 ms, 10.416 ms] 5.739 ms (127.8%)
profiling 8.713 ms [8.574 ms, 8.852 ms] 4.222 ms (94.0%)
tracing 7.715 ms [7.603 ms, 7.827 ms] 3.224 ms (71.8%)
Request duration reports for petclinic
gantt
    title petclinic - request duration [CI 0.99] : candidate=1.51.1-SNAPSHOT~2cf109274c, baseline=1.51.1-SNAPSHOT~90125aff77
    dateFormat X
    axisFormat %s
section baseline
no_agent (37.957 ms) : 37653, 38261
.   : milestone, 37957,
appsec (48.414 ms) : 47982, 48847
.   : milestone, 48414,
code_origins (43.834 ms) : 43470, 44198
.   : milestone, 43834,
iast (44.22 ms) : 43842, 44597
.   : milestone, 44220,
profiling (49.44 ms) : 48968, 49912
.   : milestone, 49440,
tracing (44.771 ms) : 44388, 45154
.   : milestone, 44771,
section candidate
no_agent (36.457 ms) : 36162, 36753
.   : milestone, 36457,
appsec (47.97 ms) : 47541, 48399
.   : milestone, 47970,
code_origins (45.171 ms) : 44776, 45567
.   : milestone, 45171,
iast (44.999 ms) : 44613, 45385
.   : milestone, 44999,
profiling (49.596 ms) : 49122, 50071
.   : milestone, 49596,
tracing (42.441 ms) : 42078, 42804
.   : milestone, 42441,
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 37.957 ms [37.653 ms, 38.261 ms] -
appsec 48.414 ms [47.982 ms, 48.847 ms] 10.457 ms (27.6%)
code_origins 43.834 ms [43.47 ms, 44.198 ms] 5.877 ms (15.5%)
iast 44.22 ms [43.842 ms, 44.597 ms] 6.262 ms (16.5%)
profiling 49.44 ms [48.968 ms, 49.912 ms] 11.483 ms (30.3%)
tracing 44.771 ms [44.388 ms, 45.154 ms] 6.814 ms (18.0%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 36.457 ms [36.162 ms, 36.753 ms] -
appsec 47.97 ms [47.541 ms, 48.399 ms] 11.513 ms (31.6%)
code_origins 45.171 ms [44.776 ms, 45.567 ms] 8.714 ms (23.9%)
iast 44.999 ms [44.613 ms, 45.385 ms] 8.542 ms (23.4%)
profiling 49.596 ms [49.122 ms, 50.071 ms] 13.139 ms (36.0%)
tracing 42.441 ms [42.078 ms, 42.804 ms] 5.984 ms (16.4%)

Dacapo

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master paullgdc/stable_config/match_equal_args
git_commit_date 1753200868 1753203063
git_commit_sha 90125af 2cf1092
release_version 1.51.1-SNAPSHOT~90125aff77 1.51.1-SNAPSHOT~2cf109274c
See matching parameters
Baseline Candidate
application biojava biojava
ci_job_date 1753205083 1753205083
ci_job_id 1041665216 1041665216
ci_pipeline_id 71343331 71343331
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-xl3uzsj7 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-xl3uzsj7 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

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

Execution time for biojava
gantt
    title biojava - execution time [CI 0.99] : candidate=1.51.1-SNAPSHOT~2cf109274c, baseline=1.51.1-SNAPSHOT~90125aff77
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.597 s) : 15597000, 15597000
.   : milestone, 15597000,
appsec (14.823 s) : 14823000, 14823000
.   : milestone, 14823000,
iast (18.5 s) : 18500000, 18500000
.   : milestone, 18500000,
iast_GLOBAL (18.204 s) : 18204000, 18204000
.   : milestone, 18204000,
profiling (15.18 s) : 15180000, 15180000
.   : milestone, 15180000,
tracing (14.766 s) : 14766000, 14766000
.   : milestone, 14766000,
section candidate
no_agent (15.312 s) : 15312000, 15312000
.   : milestone, 15312000,
appsec (14.881 s) : 14881000, 14881000
.   : milestone, 14881000,
iast (18.452 s) : 18452000, 18452000
.   : milestone, 18452000,
iast_GLOBAL (18.074 s) : 18074000, 18074000
.   : milestone, 18074000,
profiling (15.108 s) : 15108000, 15108000
.   : milestone, 15108000,
tracing (15.123 s) : 15123000, 15123000
.   : milestone, 15123000,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.597 s [15.597 s, 15.597 s] -
appsec 14.823 s [14.823 s, 14.823 s] -774.0 ms (-5.0%)
iast 18.5 s [18.5 s, 18.5 s] 2.903 s (18.6%)
iast_GLOBAL 18.204 s [18.204 s, 18.204 s] 2.607 s (16.7%)
profiling 15.18 s [15.18 s, 15.18 s] -417.0 ms (-2.7%)
tracing 14.766 s [14.766 s, 14.766 s] -831.0 ms (-5.3%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.312 s [15.312 s, 15.312 s] -
appsec 14.881 s [14.881 s, 14.881 s] -431.0 ms (-2.8%)
iast 18.452 s [18.452 s, 18.452 s] 3.14 s (20.5%)
iast_GLOBAL 18.074 s [18.074 s, 18.074 s] 2.762 s (18.0%)
profiling 15.108 s [15.108 s, 15.108 s] -204.0 ms (-1.3%)
tracing 15.123 s [15.123 s, 15.123 s] -189.0 ms (-1.2%)
Execution time for tomcat
gantt
    title tomcat - execution time [CI 0.99] : candidate=1.51.1-SNAPSHOT~2cf109274c, baseline=1.51.1-SNAPSHOT~90125aff77
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.474 ms) : 1462, 1485
.   : milestone, 1474,
appsec (3.61 ms) : 3394, 3826
.   : milestone, 3610,
iast (2.189 ms) : 2126, 2251
.   : milestone, 2189,
iast_GLOBAL (2.23 ms) : 2167, 2293
.   : milestone, 2230,
profiling (2.053 ms) : 2001, 2105
.   : milestone, 2053,
tracing (2.006 ms) : 1957, 2054
.   : milestone, 2006,
section candidate
no_agent (1.47 ms) : 1459, 1482
.   : milestone, 1470,
appsec (3.644 ms) : 3428, 3861
.   : milestone, 3644,
iast (2.187 ms) : 2125, 2249
.   : milestone, 2187,
iast_GLOBAL (2.236 ms) : 2173, 2299
.   : milestone, 2236,
profiling (2.054 ms) : 2003, 2106
.   : milestone, 2054,
tracing (2.007 ms) : 1959, 2055
.   : milestone, 2007,
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.474 ms [1.462 ms, 1.485 ms] -
appsec 3.61 ms [3.394 ms, 3.826 ms] 2.136 ms (145.0%)
iast 2.189 ms [2.126 ms, 2.251 ms] 714.808 µs (48.5%)
iast_GLOBAL 2.23 ms [2.167 ms, 2.293 ms] 756.103 µs (51.3%)
profiling 2.053 ms [2.001 ms, 2.105 ms] 579.298 µs (39.3%)
tracing 2.006 ms [1.957 ms, 2.054 ms] 532.011 µs (36.1%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.47 ms [1.459 ms, 1.482 ms] -
appsec 3.644 ms [3.428 ms, 3.861 ms] 2.174 ms (147.9%)
iast 2.187 ms [2.125 ms, 2.249 ms] 716.559 µs (48.7%)
iast_GLOBAL 2.236 ms [2.173 ms, 2.299 ms] 766.077 µs (52.1%)
profiling 2.054 ms [2.003 ms, 2.106 ms] 583.849 µs (39.7%)
tracing 2.007 ms [1.959 ms, 2.055 ms] 536.637 µs (36.5%)

Comment on lines 149 to 151
if (operator.equals("exists")) {
return false;
}
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🥜 Nitpick: Why? The language always exists‏

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I agree that this doesn't really makes sense from a semantics POV, but it was already like this before and I didn't want to have to change existing behaviours

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We can change this in another PR. I don't see much of a use case anyway for this lol

@paullegranddc paullegranddc marked this pull request as ready for review July 21, 2025 08:40
@paullegranddc paullegranddc requested a review from a team as a code owner July 21, 2025 08:40
@paullegranddc paullegranddc requested a review from amarziali July 21, 2025 08:40
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github-actions bot commented Jul 21, 2025

Hi! 👋 Thanks for your pull request! 🎉

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@paullegranddc paullegranddc added comp: core Tracer core type: bug Bug report and fix labels Jul 21, 2025
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Only did a quick review without the full context according the time sensitive request

Comment on lines +124 to +133
switch (operator) {
case "equals":
return value.equals(match);
case "starts_with":
return value.startsWith(match);
case "ends_with":
return value.endsWith(match);
case "contains":
return value.contains(match);
default:
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Can't we use method reference here and loop on the matches with instead?

Comment on lines +68 to +71
then:
if (filePath == null) {
throw new AssertionError("Failed to create: " + filePath)
}
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Files.createTempFile never returns null.

If the YAML is constant, store it in test resources instead.

…ider/StableConfigParser.java

Co-authored-by: Bruce Bujon <[email protected]>
@AlexeyKuznetsov-DD AlexeyKuznetsov-DD self-requested a review July 21, 2025 17:28
@mtoffl01 mtoffl01 changed the title feat: match stable config java properties on other operator than 'con… [Stable Config] Match seletors on process_arguments value Jul 22, 2025
@mtoffl01 mtoffl01 changed the title [Stable Config] Match seletors on process_arguments value [Hands Off Config] Match selectors on process_arguments value Jul 22, 2025
@mtoffl01 mtoffl01 changed the title [Hands Off Config] Match selectors on process_arguments value Match Hands Off Config selectors on process_arguments value Jul 22, 2025
@bm1549
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bm1549 commented Jul 22, 2025

Given that the test failures here being resolved in #9218 and there is consensus on the urgency to merge, I'm going to bypass rules and admin merge

@bm1549 bm1549 merged commit 7b6259d into master Jul 22, 2025
478 of 503 checks passed
@bm1549 bm1549 deleted the paullgdc/stable_config/match_equal_args branch July 22, 2025 17:50
@github-actions github-actions bot added this to the 1.52.0 milestone Jul 22, 2025
sarahchen6 pushed a commit that referenced this pull request Jul 24, 2025
* feat: match stable config java properties on other operator than 'contains'

* fix: lowercase match value

* fix: extra parameter

* fix: remove duplicate values

* fix: lint

* fi: wrong variable

* fix lint

* fix: tests

* fix: null matches with exist should work

* feat: add tests for equal operator on arguments

* fix: use equal method instead of operator

* Update internal-api/src/main/java/datadog/trace/bootstrap/config/provider/StableConfigParser.java

Co-authored-by: Bruce Bujon <[email protected]>

* apply PR suggestions

* fix typo

* Add missing locale

* add matches == null check back in to avoid NPE

---------

Co-authored-by: Mikayla Toffler <[email protected]>
Co-authored-by: Bruce Bujon <[email protected]>
Co-authored-by: Mikayla Toffler <[email protected]>
svc-squareup-copybara pushed a commit to cashapp/misk that referenced this pull request Aug 5, 2025
| Package | Type | Package file | Manager | Update | Change |
|---|---|---|---|---|---|
| [redis.clients:jedis](https://github.com/redis/jedis) | dependencies |
misk/gradle/libs.versions.toml | gradle | minor | `6.0.0` -> `6.1.0` |
|
[com.google.api.grpc:proto-google-common-protos](https://github.com/googleapis/sdk-platform-java)
| dependencies | misk/gradle/libs.versions.toml | gradle | minor |
`2.59.2` -> `2.60.0` |
|
[com.google.cloud:google-cloud-core-http](https://github.com/googleapis/sdk-platform-java)
| dependencies | misk/gradle/libs.versions.toml | gradle | minor |
`2.58.2` -> `2.59.0` |
|
[com.google.cloud:google-cloud-core](https://github.com/googleapis/sdk-platform-java)
| dependencies | misk/gradle/libs.versions.toml | gradle | minor |
`2.58.2` -> `2.59.0` |
| [com.google.api:gax](https://github.com/googleapis/sdk-platform-java)
| dependencies | misk/gradle/libs.versions.toml | gradle | minor |
`2.68.2` -> `2.69.0` |
| [com.squareup.wire](https://github.com/square/wire) | plugin |
misk/gradle/libs.versions.toml | gradle | patch | `5.3.5` -> `5.3.6` |
| [com.squareup.wire:wire-schema](https://github.com/square/wire) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch | `5.3.5`
-> `5.3.6` |
| [com.squareup.wire:wire-runtime](https://github.com/square/wire) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch | `5.3.5`
-> `5.3.6` |
| [com.squareup.wire:wire-reflector](https://github.com/square/wire) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch | `5.3.5`
-> `5.3.6` |
| [com.squareup.wire:wire-moshi-adapter](https://github.com/square/wire)
| dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`5.3.5` -> `5.3.6` |
| [com.squareup.wire:wire-grpc-client](https://github.com/square/wire) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch | `5.3.5`
-> `5.3.6` |
| [com.squareup.wire:wire-bom](https://github.com/square/wire) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch | `5.3.5`
-> `5.3.6` |
| [com.datadoghq:dd-trace-api](https://github.com/datadog/dd-trace-java)
| dependencies | misk/gradle/libs.versions.toml | gradle | minor |
`1.51.2` -> `1.52.0` |
| [software.amazon.awssdk:sdk-core](https://aws.amazon.com/sdkforjava) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`2.32.14` -> `2.32.15` |
| [software.amazon.awssdk:sqs](https://aws.amazon.com/sdkforjava) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`2.32.14` -> `2.32.15` |
| [software.amazon.awssdk:regions](https://aws.amazon.com/sdkforjava) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`2.32.14` -> `2.32.15` |
|
[software.amazon.awssdk:dynamodb-enhanced](https://aws.amazon.com/sdkforjava)
| dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`2.32.14` -> `2.32.15` |
| [software.amazon.awssdk:dynamodb](https://aws.amazon.com/sdkforjava) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`2.32.14` -> `2.32.15` |
| [software.amazon.awssdk:aws-core](https://aws.amazon.com/sdkforjava) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`2.32.14` -> `2.32.15` |
| [software.amazon.awssdk:bom](https://aws.amazon.com/sdkforjava) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`2.32.14` -> `2.32.15` |
| [software.amazon.awssdk:auth](https://aws.amazon.com/sdkforjava) |
dependencies | misk/gradle/libs.versions.toml | gradle | patch |
`2.32.14` -> `2.32.15` |

---

### Release Notes

<details>
<summary>redis/jedis (redis.clients:jedis)</summary>

### [`v6.1.0`](https://github.com/redis/jedis/releases/tag/v6.1.0):
6.1.0

### Changes

#### 🚀 New Features

- Add support for SVS-VAMANA vector indexing
([#&#8203;4222](redis/jedis#4222))
- Clarify why new stream entries aren't deleted with XDELEX
([#&#8203;4218](redis/jedis#4218))
- Add support for new stream commands
([#&#8203;4211](redis/jedis#4211))
- Add Support for New BITOP Operations in Redis 8.2
([#&#8203;4188](redis/jedis#4188))
([#&#8203;4190](redis/jedis#4190))
- Add binary stream support for XREAD and XREADGROUP
([#&#8203;3566](redis/jedis#3566))
([#&#8203;4152](redis/jedis#4152))
- Run pipeline in current thread if all the keys on same node
([#&#8203;4149](redis/jedis#4149))

#### 🐛 Bug Fixes

- Restore binary compatibility of SetParams
([#&#8203;4225](redis/jedis#4225))
- Fix memory leak in JedisClusterInfoCache - replica nodes not cleared
([#&#8203;4205](redis/jedis#4205))
- Fix:JedisCluster throws NullPointerException when maxAttempts is set
to 0 ([#&#8203;4186](redis/jedis#4186))

#### 🧰 Maintenance

- DOC-5471 time series doc examples
([#&#8203;4210](redis/jedis#4210))
- Bump jackson.version from 2.19.1 to 2.19.2
([#&#8203;4208](redis/jedis#4208))
- Fix flaky test ClientCommandsTest.killSkipmeYesNo
([#&#8203;4206](redis/jedis#4206))
- Bump org.junit:junit-bom from 5.13.2 to 5.13.3
([#&#8203;4198](redis/jedis#4198))
- Migrate publishing to Maven Central Portal
([#&#8203;4199](redis/jedis#4199))
- Bump org.apache.maven.plugins:maven-gpg-plugin from 3.2.7 to 3.2.8
([#&#8203;4197](redis/jedis#4197))
- Bump org.junit:junit-bom from 5.13.1 to 5.13.2
([#&#8203;4192](redis/jedis#4192))
- DOC-5227 added probabilistic data type examples
([#&#8203;4184](redis/jedis#4184))
- Bump jackson.version from 2.19.0 to 2.19.1
([#&#8203;4180](redis/jedis#4180))
- Update test infra to use latest Redis
([#&#8203;4179](redis/jedis#4179))
- Bump org.junit:junit-bom from 5.13.0-RC1 to 5.13.1
([#&#8203;4174](redis/jedis#4174))
- Bump org.json:json from
[`2025010`](redis/jedis@20250107) to
[`2025051`](redis/jedis@20250517)
([#&#8203;4171](redis/jedis#4171))
- Bump org.apache.httpcomponents.client5:httpclient5-fluent from 5.4.4
to 5.5 ([#&#8203;4170](redis/jedis#4170))
- Fix flaky tests in DocumentTest
([#&#8203;3617](redis/jedis#3617))
- Add retryable command execution example
([#&#8203;3780](redis/jedis#3780))
- Bump jackson.version from 2.18.3 to 2.19.0
([#&#8203;4160](redis/jedis#4160))
- Bump com.google.code.gson:gson from 2.12.1 to 2.13.1
([#&#8203;4161](redis/jedis#4161))

#### Contributors

We'd like to thank all the contributors who worked on this release!

[@&#8203;219sansim](https://github.com/219sansim),
[@&#8203;YoHanKi](https://github.com/YoHanKi),
[@&#8203;andy-stark-redis](https://github.com/andy-stark-redis),
[@&#8203;ggivo](https://github.com/ggivo),
[@&#8203;jujn](https://github.com/jujn),
[@&#8203;thachlp](https://github.com/thachlp),
[@&#8203;uglide](https://github.com/uglide) and
[@&#8203;xrayw](https://github.com/xrayw)

</details>

<details>
<summary>googleapis/sdk-platform-java
(com.google.api.grpc:proto-google-common-protos)</summary>

###
[`v2.60.0`](https://github.com/googleapis/sdk-platform-java/blob/HEAD/CHANGELOG.md#2600-2025-06-23)

##### Features

- handle auto pagination for BigQuery v2
([#&#8203;3829](googleapis/sdk-platform-java#3829))
([025c84c](googleapis/sdk-platform-java@025c84c))

##### Dependencies

- update google auth library dependencies to v1.37.1
([#&#8203;3846](googleapis/sdk-platform-java#3846))
([ea1d9e5](googleapis/sdk-platform-java@ea1d9e5))
- update google http client dependencies to v1.47.1
([#&#8203;3848](googleapis/sdk-platform-java#3848))
([a9a39d7](googleapis/sdk-platform-java@a9a39d7))

</details>

<details>
<summary>square/wire (com.squareup.wire)</summary>

###
[`v5.3.6`](https://github.com/square/wire/blob/HEAD/CHANGELOG.md#Version-536)

[Compare Source](square/wire@5.3.5...5.3.6)

*2025-08-05*

##### CLI

- New CLI option `--ignore_unused_roots_and_prunes`
([#&#8203;3354](square/wire#3354))

##### JVM

- Fix: Handle negative hexadecimal in default values
([#&#8203;3355](square/wire#3355))
- Optimization: Avoid copying of repeated and map types when
mutableTypes are being used
([#&#8203;3352](square/wire#3352) by \[Rahul
Ravikumar]\[tikurahul])

##### Swift

- Fix: Properly disambiguate OneOf enum if it has the same name as
enclosing type
([#&#8203;3350](square/wire#3350) by
\[Dimitris Koutsogiorgas]\[dnkoutso])

</details>

<details>
<summary>datadog/dd-trace-java (com.datadoghq:dd-trace-api)</summary>

###
[`v1.52.0`](https://github.com/DataDog/dd-trace-java/releases/tag/v1.52.0):
1.52.0

### Components

#### Application Security Management (WAF)

- ✨ Only report ASM\_DD, ASM\_DATA and ASM capabilities when
AppSec is enabled
([#&#8203;9260](DataDog/dd-trace-java#9260) -
[@&#8203;manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez))
- 🐛 Fix NPE in AppSecConfigServiceImpl
([#&#8203;9165](DataDog/dd-trace-java#9165) -
[@&#8203;manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez))
- 🐛 Fix AppSec play.mvc.StatusHeader instrumentation for play 2.6
([#&#8203;9160](DataDog/dd-trace-java#9160) -
[@&#8203;manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez))

#### Build & Tooling

- ✨📖 Automatically register crashtracking via native
extensions
([#&#8203;8851](DataDog/dd-trace-java#8851) -
[@&#8203;MattAlp](https://github.com/MattAlp))

#### Configuration at Runtime

- ✨ Create activation origin config for telemetry
([#&#8203;9064](DataDog/dd-trace-java#9064) -
[@&#8203;sezen-datadog](https://github.com/sezen-datadog))

#### Continuous Integration Visibility

- ✨ Update GitLab provided tags
([#&#8203;9275](DataDog/dd-trace-java#9275) -
[@&#8203;daniel-mohedano](https://github.com/daniel-mohedano))
- 🐛 Fix base branch SHA usage in GitHub Actions
([#&#8203;9257](DataDog/dd-trace-java#9257) -
[@&#8203;daniel-mohedano](https://github.com/daniel-mohedano))
- ✨ Add `ci.job.id` tag
([#&#8203;9256](DataDog/dd-trace-java#9256) -
[@&#8203;daniel-mohedano](https://github.com/daniel-mohedano))
- ✨ Add new org to Weaver instrumentation
([#&#8203;9235](DataDog/dd-trace-java#9235) -
[@&#8203;daniel-mohedano](https://github.com/daniel-mohedano) - thanks
for the contribution!)
- ✨ Improve Git commit info building
([#&#8203;9210](DataDog/dd-trace-java#9210) -
[@&#8203;daniel-mohedano](https://github.com/daniel-mohedano))
- ✨ Update Attempt to Fix to v5
([#&#8203;9145](DataDog/dd-trace-java#9145) -
[@&#8203;daniel-mohedano](https://github.com/daniel-mohedano))

#### Crash tracking

- ✨📖 Automatically register crashtracking via native
extensions
([#&#8203;8851](DataDog/dd-trace-java#8851) -
[@&#8203;MattAlp](https://github.com/MattAlp))

#### Data Streams Monitoring

- ✨ Reduce DSM CPU overheard
([#&#8203;9151](DataDog/dd-trace-java#9151) -
[@&#8203;kr-igor](https://github.com/kr-igor))
- ✨⚡ DSM optimizations for high throughput scenarios
([#&#8203;9137](DataDog/dd-trace-java#9137) -
[@&#8203;kr-igor](https://github.com/kr-igor))

#### Database Monitoring

- 🐛 Fix duplicate trace injection for SQL Server and Oracle DBM full
propagation mode
([#&#8203;9224](DataDog/dd-trace-java#9224) -
[@&#8203;lu-zhengda](https://github.com/lu-zhengda))

#### Dynamic Instrumentation

- 🐛 Add URI in string primitives
([#&#8203;9285](DataDog/dd-trace-java#9285) -
[@&#8203;jpbempel](https://github.com/jpbempel))
- ✨ Increase SourceFile tracking max queue size
([#&#8203;9271](DataDog/dd-trace-java#9271) -
[@&#8203;jpbempel](https://github.com/jpbempel))
- ✨ Add capping on SourceFile tracking queue
([#&#8203;9245](DataDog/dd-trace-java#9245) -
[@&#8203;jpbempel](https://github.com/jpbempel))
- ✨ Add third-party filtering in SourceFile tracking
([#&#8203;9205](DataDog/dd-trace-java#9205) -
[@&#8203;jpbempel](https://github.com/jpbempel))

#### ML Observability (LLMObs)

- ✨ Add methods to capture embedding and retrieval spans
([#&#8203;9297](DataDog/dd-trace-java#9297) -
[@&#8203;nayeem-kamal](https://github.com/nayeem-kamal))

#### Metrics

- ✨ Change primary client stats configuration key
([#&#8203;9196](DataDog/dd-trace-java#9196) -
[@&#8203;amarziali](https://github.com/amarziali))
- ✨ Calculate client stats also if the span kind is eligible
([#&#8203;9157](DataDog/dd-trace-java#9157) -
[@&#8203;amarziali](https://github.com/amarziali))
- ✨ Backpropagate peer tags
([#&#8203;9144](DataDog/dd-trace-java#9144) -
[@&#8203;bric3](https://github.com/bric3))
- 🐛 Make client stats reliable in case of downgrade
([#&#8203;9136](DataDog/dd-trace-java#9136) -
[@&#8203;amarziali](https://github.com/amarziali))

#### Platform components

- 🐛 Fix VM options parsing from /proc/fs
([#&#8203;9255](DataDog/dd-trace-java#9255) -
[@&#8203;PerfectSlayer](https://github.com/PerfectSlayer))

#### Profiling

- ✨ Switch profile compression to zstd default
([#&#8203;9293](DataDog/dd-trace-java#9293) -
[@&#8203;jbachorik](https://github.com/jbachorik))

- ✨ Bump ddprof to 1.29.0
([#&#8203;9262](DataDog/dd-trace-java#9262) -
[@&#8203;zhengyu123](https://github.com/zhengyu123))
- Potential memory leak and race with the JVMTI wallclock sampler by
[@&#8203;zhengyu123](https://github.com/zhengyu123) in
DataDog/java-profiler#234
- Downport async-profiler no-allocation changes by
[@&#8203;zhengyu123](https://github.com/zhengyu123) in
DataDog/java-profiler#245
- Adopt openjdk safefetch by
[@&#8203;zhengyu123](https://github.com/zhengyu123) in
DataDog/java-profiler#246
- Safe fetch 64-bit value and pointer by
[@&#8203;zhengyu123](https://github.com/zhengyu123) in
DataDog/java-profiler#247
- Rebase on Async-Profiler 4.1 by
[@&#8203;jbachorik](https://github.com/jbachorik) in
DataDog/java-profiler#252
- Patch upstream stackWalker.cpp not to fail on unaligned access by
[@&#8203;jbachorik](https://github.com/jbachorik) in
DataDog/java-profiler#218
- Remap thread id to avoid bitmap contention by
[@&#8203;zhengyu123](https://github.com/zhengyu123) in
DataDog/java-profiler#229
- Improve performance using Unsafe to activate/deactivate thread filter
by [@&#8203;zhengyu123](https://github.com/zhengyu123) in
DataDog/java-profiler#230
- Unify context propagation by
[@&#8203;zhengyu123](https://github.com/zhengyu123) in
DataDog/java-profiler#231

- 🐛 Fix the profiler stackdepth setting propagation in recent (22+)
Java versions
([#&#8203;9130](DataDog/dd-trace-java#9130) -
[@&#8203;jbachorik](https://github.com/jbachorik))

#### Realtime User Monitoring

- ✨ Wrap servlet original PrintWriter on rum injector
([#&#8203;9146](DataDog/dd-trace-java#9146) -
[@&#8203;amarziali](https://github.com/amarziali))

#### Telemetry

- ✨ Create activation origin config for telemetry
([#&#8203;9064](DataDog/dd-trace-java#9064) -
[@&#8203;sezen-datadog](https://github.com/sezen-datadog))

#### Tracer core

- ✨⚡ Reduce span construction overhead by switching to
optimized TagMap
([#&#8203;8589](DataDog/dd-trace-java#8589) -
[@&#8203;dougqh](https://github.com/dougqh))
- 🐛 Match Hands Off Config selectors on process\_arguments value
([#&#8203;9201](DataDog/dd-trace-java#9201) -
[@&#8203;paullegranddc](https://github.com/paullegranddc))
- ✨ Move JSON generation to sender thread to improve startup
time.
([#&#8203;9197](DataDog/dd-trace-java#9197) -
[@&#8203;AlexeyKuznetsov-DD](https://github.com/AlexeyKuznetsov-DD))
- ✨ Improve agent to avoid loading global config on main thread
([#&#8203;9190](DataDog/dd-trace-java#9190) -
[@&#8203;PerfectSlayer](https://github.com/PerfectSlayer))
- ✨ add injection metadata fields to telemetry forwarder
([#&#8203;9185](DataDog/dd-trace-java#9185) -
[@&#8203;sydney-tung](https://github.com/sydney-tung))
- 🐛 Avoid race conditions on feature discovery during Writer
creation
([#&#8203;9173](DataDog/dd-trace-java#9173) -
[@&#8203;daniel-mohedano](https://github.com/daniel-mohedano))
- ✨ Surface potential root cause when agent initialization
errors
([#&#8203;9170](DataDog/dd-trace-java#9170) -
[@&#8203;AlexeyKuznetsov-DD](https://github.com/AlexeyKuznetsov-DD))
- 💡 Support adding W3C baggage as span tags
([#&#8203;9169](DataDog/dd-trace-java#9169) -
[@&#8203;rachelyangdog](https://github.com/rachelyangdog))
- ✨⚡ Align our default classloader excludes with OTel
([#&#8203;9161](DataDog/dd-trace-java#9161) -
[@&#8203;mcculls](https://github.com/mcculls))
- ✨ Backpropagate container tags hash coming from the info
endpoint
([#&#8203;9156](DataDog/dd-trace-java#9156) -
[@&#8203;amarziali](https://github.com/amarziali))
- 🐛 Avoid race conditions and multiple agent discovery feature
states
([#&#8203;9135](DataDog/dd-trace-java#9135) -
[@&#8203;amarziali](https://github.com/amarziali))

### Instrumentations

#### AWS SDK instrumentation

- ✨ Enhance Service Representation for Serverless
([#&#8203;9203](DataDog/dd-trace-java#9203) -
[@&#8203;zarirhamza](https://github.com/zarirhamza))

#### gRPC instrumentation

- 🐛 Add check to prevent injection of repeated GRPC headers
([#&#8203;9246](DataDog/dd-trace-java#9246) -
[@&#8203;mhlidd](https://github.com/mhlidd))

#### JDBC instrumentation

- 🐛 Fix duplicate trace injection for SQL Server and Oracle DBM full
propagation mode
([#&#8203;9224](DataDog/dd-trace-java#9224) -
[@&#8203;lu-zhengda](https://github.com/lu-zhengda))

#### Play Framework instrumentation

- 🐛 Fix AppSec play.mvc.StatusHeader instrumentation for play 2.6
([#&#8203;9160](DataDog/dd-trace-java#9160) -
[@&#8203;manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez))

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