Switch profile compression to zstd default #9293

jbachorik · 2025-08-01T11:12:29Z

What Does This Do

It changes the default compressor for profiles.

Motivation

Lower the transmission rates for profiler data.

Additional Notes

We have been running our services with this compressor for more than a month with no observable issues.
It should be safe to roll out the global change of the default compression mechanism.

Contributor Checklist

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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: PROF-11854

github-actions · 2025-08-01T11:12:43Z

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datadog-datadog-prod-us1 · 2025-08-01T11:30:58Z

Code coverage: total 56.96%, patch 100.00% (view details)

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

🔗 Commit SHA: 859e657 | Docs | Was this helpful? Give us feedback!}

pr-commenter · 2025-08-01T11:43:41Z

Benchmarks

Startup

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	jb/default_zstd
git_commit_date	1754295155	1754295760
git_commit_sha	`1c2d049`	`859e657`
release_version	1.51.1-SNAPSHOT~1c2d0498a0	1.51.1-SNAPSHOT~859e65721c

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1754297549	1754297549
ci_job_id	1061839898	1061839898
ci_pipeline_id	72548748	72548748
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-ryl5hazp 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-ryl5hazp 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 45 metrics, 14 unstable metrics.

Startup time reports for petclinic

gantt
    title petclinic - global startup overhead: candidate=1.51.1-SNAPSHOT~859e65721c, baseline=1.51.1-SNAPSHOT~1c2d0498a0

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.042 s) : 0, 1041851
Total [baseline] (10.776 s) : 0, 10775931
Agent [candidate] (1.039 s) : 0, 1038930
Total [candidate] (10.644 s) : 0, 10644306
section appsec
Agent [baseline] (1.217 s) : 0, 1217475
Total [baseline] (10.753 s) : 0, 10752563
Agent [candidate] (1.231 s) : 0, 1230929
Total [candidate] (10.85 s) : 0, 10850491
section iast
Agent [baseline] (1.18 s) : 0, 1179677
Total [baseline] (10.928 s) : 0, 10928079
Agent [candidate] (1.174 s) : 0, 1174167
Total [candidate] (10.945 s) : 0, 10944995
section profiling
Agent [baseline] (1.191 s) : 0, 1190755
Total [baseline] (10.841 s) : 0, 10840595
Agent [candidate] (1.191 s) : 0, 1191161
Total [candidate] (10.85 s) : 0, 10850264

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.042 s	-
Agent	appsec	1.217 s	175.624 ms (16.9%)
Agent	iast	1.18 s	137.825 ms (13.2%)
Agent	profiling	1.191 s	148.904 ms (14.3%)
Total	tracing	10.776 s	-
Total	appsec	10.753 s	-23.368 ms (-0.2%)
Total	iast	10.928 s	152.148 ms (1.4%)
Total	profiling	10.841 s	64.664 ms (0.6%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.039 s	-
Agent	appsec	1.231 s	192.0 ms (18.5%)
Agent	iast	1.174 s	135.238 ms (13.0%)
Agent	profiling	1.191 s	152.231 ms (14.7%)
Total	tracing	10.644 s	-
Total	appsec	10.85 s	206.185 ms (1.9%)
Total	iast	10.945 s	300.689 ms (2.8%)
Total	profiling	10.85 s	205.958 ms (1.9%)

gantt
    title petclinic - break down per module: candidate=1.51.1-SNAPSHOT~859e65721c, baseline=1.51.1-SNAPSHOT~1c2d0498a0

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.432 ms) : 0, 1432
crashtracking [candidate] (1.443 ms) : 0, 1443
BytebuddyAgent [baseline] (730.949 ms) : 0, 730949
BytebuddyAgent [candidate] (730.156 ms) : 0, 730156
GlobalTracer [baseline] (241.218 ms) : 0, 241218
GlobalTracer [candidate] (241.106 ms) : 0, 241106
AppSec [baseline] (29.935 ms) : 0, 29935
AppSec [candidate] (29.916 ms) : 0, 29916
Debugger [baseline] (6.04 ms) : 0, 6040
Debugger [candidate] (6.053 ms) : 0, 6053
Remote Config [baseline] (650.371 µs) : 0, 650
Remote Config [candidate] (647.314 µs) : 0, 647
Telemetry [baseline] (10.561 ms) : 0, 10561
Telemetry [candidate] (8.459 ms) : 0, 8459
section appsec
crashtracking [baseline] (1.431 ms) : 0, 1431
crashtracking [candidate] (1.453 ms) : 0, 1453
BytebuddyAgent [baseline] (751.861 ms) : 0, 751861
BytebuddyAgent [candidate] (761.708 ms) : 0, 761708
GlobalTracer [baseline] (234.211 ms) : 0, 234211
GlobalTracer [candidate] (235.92 ms) : 0, 235920
AppSec [baseline] (166.609 ms) : 0, 166609
AppSec [candidate] (168.514 ms) : 0, 168514
Debugger [baseline] (8.556 ms) : 0, 8556
Debugger [candidate] (9.387 ms) : 0, 9387
Remote Config [baseline] (616.584 µs) : 0, 617
Remote Config [candidate] (626.018 µs) : 0, 626
Telemetry [baseline] (9.718 ms) : 0, 9718
Telemetry [candidate] (8.322 ms) : 0, 8322
IAST [baseline] (23.437 ms) : 0, 23437
IAST [candidate] (23.737 ms) : 0, 23737
section iast
crashtracking [baseline] (1.436 ms) : 0, 1436
crashtracking [candidate] (1.426 ms) : 0, 1426
BytebuddyAgent [baseline] (850.986 ms) : 0, 850986
BytebuddyAgent [candidate] (847.988 ms) : 0, 847988
GlobalTracer [baseline] (233.095 ms) : 0, 233095
GlobalTracer [candidate] (231.805 ms) : 0, 231805
AppSec [baseline] (30.652 ms) : 0, 30652
AppSec [candidate] (26.061 ms) : 0, 26061
Debugger [baseline] (6.639 ms) : 0, 6639
Debugger [candidate] (6.647 ms) : 0, 6647
Remote Config [baseline] (591.113 µs) : 0, 591
Remote Config [candidate] (591.329 µs) : 0, 591
Telemetry [baseline] (8.254 ms) : 0, 8254
Telemetry [candidate] (8.093 ms) : 0, 8093
IAST [baseline] (26.945 ms) : 0, 26945
IAST [candidate] (30.619 ms) : 0, 30619
section profiling
crashtracking [baseline] (1.409 ms) : 0, 1409
crashtracking [candidate] (1.397 ms) : 0, 1397
BytebuddyAgent [baseline] (758.548 ms) : 0, 758548
BytebuddyAgent [candidate] (759.205 ms) : 0, 759205
GlobalTracer [baseline] (221.177 ms) : 0, 221177
GlobalTracer [candidate] (220.967 ms) : 0, 220967
AppSec [baseline] (30.021 ms) : 0, 30021
AppSec [candidate] (29.889 ms) : 0, 29889
Debugger [baseline] (6.312 ms) : 0, 6312
Debugger [candidate] (7.108 ms) : 0, 7108
Remote Config [baseline] (696.093 µs) : 0, 696
Remote Config [candidate] (685.432 µs) : 0, 685
Telemetry [baseline] (15.898 ms) : 0, 15898
Telemetry [candidate] (15.062 ms) : 0, 15062
ProfilingAgent [baseline] (107.396 ms) : 0, 107396
ProfilingAgent [candidate] (107.496 ms) : 0, 107496
Profiling [baseline] (108.035 ms) : 0, 108035
Profiling [candidate] (108.139 ms) : 0, 108139

Startup time reports for insecure-bank

gantt
    title insecure-bank - global startup overhead: candidate=1.51.1-SNAPSHOT~859e65721c, baseline=1.51.1-SNAPSHOT~1c2d0498a0

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.045 s) : 0, 1044743
Total [baseline] (8.585 s) : 0, 8584916
Agent [candidate] (1.047 s) : 0, 1047244
Total [candidate] (8.594 s) : 0, 8594159
section iast
Agent [baseline] (1.173 s) : 0, 1172984
Total [baseline] (9.34 s) : 0, 9340012
Agent [candidate] (1.18 s) : 0, 1179760
Total [candidate] (9.305 s) : 0, 9304537

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.045 s	-
Agent	iast	1.173 s	128.241 ms (12.3%)
Total	tracing	8.585 s	-
Total	iast	9.34 s	755.097 ms (8.8%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.047 s	-
Agent	iast	1.18 s	132.516 ms (12.7%)
Total	tracing	8.594 s	-
Total	iast	9.305 s	710.378 ms (8.3%)

gantt
    title insecure-bank - break down per module: candidate=1.51.1-SNAPSHOT~859e65721c, baseline=1.51.1-SNAPSHOT~1c2d0498a0

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.435 ms) : 0, 1435
crashtracking [candidate] (1.447 ms) : 0, 1447
BytebuddyAgent [baseline] (730.929 ms) : 0, 730929
BytebuddyAgent [candidate] (734.638 ms) : 0, 734638
GlobalTracer [baseline] (241.513 ms) : 0, 241513
GlobalTracer [candidate] (241.542 ms) : 0, 241542
AppSec [baseline] (29.944 ms) : 0, 29944
AppSec [candidate] (29.936 ms) : 0, 29936
Debugger [baseline] (6.023 ms) : 0, 6023
Debugger [candidate] (6.032 ms) : 0, 6032
Remote Config [baseline] (645.339 µs) : 0, 645
Remote Config [candidate] (642.321 µs) : 0, 642
Telemetry [baseline] (13.218 ms) : 0, 13218
Telemetry [candidate] (11.958 ms) : 0, 11958
section iast
crashtracking [baseline] (1.428 ms) : 0, 1428
crashtracking [candidate] (1.432 ms) : 0, 1432
BytebuddyAgent [baseline] (846.71 ms) : 0, 846710
BytebuddyAgent [candidate] (853.005 ms) : 0, 853005
GlobalTracer [baseline] (232.148 ms) : 0, 232148
GlobalTracer [candidate] (232.676 ms) : 0, 232676
AppSec [baseline] (29.618 ms) : 0, 29618
AppSec [candidate] (27.775 ms) : 0, 27775
Debugger [baseline] (6.701 ms) : 0, 6701
Debugger [candidate] (6.679 ms) : 0, 6679
Remote Config [baseline] (587.414 µs) : 0, 587
Remote Config [candidate] (599.087 µs) : 0, 599
Telemetry [baseline] (8.148 ms) : 0, 8148
Telemetry [candidate] (8.144 ms) : 0, 8144
IAST [baseline] (26.618 ms) : 0, 26618
IAST [candidate] (28.476 ms) : 0, 28476

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	jb/default_zstd
git_commit_date	1754295155	1754295760
git_commit_sha	`1c2d049`	`859e657`
release_version	1.51.1-SNAPSHOT~1c2d0498a0	1.51.1-SNAPSHOT~859e65721c

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1754297224	1754297224
ci_job_id	1061839899	1061839899
ci_pipeline_id	72548748	72548748
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-uqwxnh7j 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-uqwxnh7j 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:petclinic:tracing:high_load	worse [+1.122ms; +1.924ms] or [+2.609%; +4.474%]	unstable [-11.029op/s; +3.679op/s] or [-10.138%; +3.382%]	44.519ms	105.112op/s	42.996ms	108.787op/s
scenario:load:petclinic:iast:high_load	worse [+1.224ms; +2.067ms] or [+2.748%; +4.643%]	unstable [-11.145op/s; +3.720op/s] or [-10.604%; +3.540%]	46.170ms	101.388op/s	44.525ms	105.100op/s
scenario:load:petclinic:profiling:high_load	better [-3.091ms; -2.098ms] or [-6.271%; -4.257%]	unstable [-1.934op/s; +12.534op/s] or [-2.037%; +13.201%]	46.701ms	100.250op/s	49.296ms	94.950op/s

Request duration reports for petclinic

gantt
    title petclinic - request duration [CI 0.99] : candidate=1.51.1-SNAPSHOT~859e65721c, baseline=1.51.1-SNAPSHOT~1c2d0498a0
    dateFormat X
    axisFormat %s
section baseline
no_agent (36.882 ms) : 36585, 37178
.   : milestone, 36882,
appsec (49.148 ms) : 48708, 49588
.   : milestone, 49148,
code_origins (44.723 ms) : 44322, 45125
.   : milestone, 44723,
iast (44.525 ms) : 44135, 44914
.   : milestone, 44525,
profiling (49.296 ms) : 48824, 49769
.   : milestone, 49296,
tracing (42.996 ms) : 42632, 43360
.   : milestone, 42996,
section candidate
no_agent (36.78 ms) : 36476, 37085
.   : milestone, 36780,
appsec (48.033 ms) : 47605, 48461
.   : milestone, 48033,
code_origins (44.265 ms) : 43871, 44659
.   : milestone, 44265,
iast (46.17 ms) : 45775, 46565
.   : milestone, 46170,
profiling (46.701 ms) : 46251, 47151
.   : milestone, 46701,
tracing (44.519 ms) : 44138, 44900
.   : milestone, 44519,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	36.882 ms [36.585 ms, 37.178 ms]	-
appsec	49.148 ms [48.708 ms, 49.588 ms]	12.266 ms (33.3%)
code_origins	44.723 ms [44.322 ms, 45.125 ms]	7.842 ms (21.3%)
iast	44.525 ms [44.135 ms, 44.914 ms]	7.643 ms (20.7%)
profiling	49.296 ms [48.824 ms, 49.769 ms]	12.414 ms (33.7%)
tracing	42.996 ms [42.632 ms, 43.36 ms]	6.114 ms (16.6%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	36.78 ms [36.476 ms, 37.085 ms]	-
appsec	48.033 ms [47.605 ms, 48.461 ms]	11.252 ms (30.6%)
code_origins	44.265 ms [43.871 ms, 44.659 ms]	7.485 ms (20.3%)
iast	46.17 ms [45.775 ms, 46.565 ms]	9.389 ms (25.5%)
profiling	46.701 ms [46.251 ms, 47.151 ms]	9.921 ms (27.0%)
tracing	44.519 ms [44.138 ms, 44.9 ms]	7.738 ms (21.0%)

Request duration reports for insecure-bank

gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.51.1-SNAPSHOT~859e65721c, baseline=1.51.1-SNAPSHOT~1c2d0498a0
    dateFormat X
    axisFormat %s
section baseline
no_agent (4.246 ms) : 4198, 4294
.   : milestone, 4246,
iast (9.494 ms) : 9334, 9654
.   : milestone, 9494,
iast_FULL (13.506 ms) : 13237, 13775
.   : milestone, 13506,
iast_GLOBAL (10.161 ms) : 9974, 10348
.   : milestone, 10161,
profiling (8.64 ms) : 8508, 8773
.   : milestone, 8640,
tracing (7.62 ms) : 7503, 7736
.   : milestone, 7620,
section candidate
no_agent (4.234 ms) : 4187, 4281
.   : milestone, 4234,
iast (9.174 ms) : 9026, 9321
.   : milestone, 9174,
iast_FULL (14.031 ms) : 13753, 14310
.   : milestone, 14031,
iast_GLOBAL (10.207 ms) : 10025, 10389
.   : milestone, 10207,
profiling (8.905 ms) : 8757, 9054
.   : milestone, 8905,
tracing (7.398 ms) : 7299, 7498
.   : milestone, 7398,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	4.246 ms [4.198 ms, 4.294 ms]	-
iast	9.494 ms [9.334 ms, 9.654 ms]	5.248 ms (123.6%)
iast_FULL	13.506 ms [13.237 ms, 13.775 ms]	9.26 ms (218.1%)
iast_GLOBAL	10.161 ms [9.974 ms, 10.348 ms]	5.915 ms (139.3%)
profiling	8.64 ms [8.508 ms, 8.773 ms]	4.395 ms (103.5%)
tracing	7.62 ms [7.503 ms, 7.736 ms]	3.374 ms (79.5%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	4.234 ms [4.187 ms, 4.281 ms]	-
iast	9.174 ms [9.026 ms, 9.321 ms]	4.94 ms (116.7%)
iast_FULL	14.031 ms [13.753 ms, 14.31 ms]	9.798 ms (231.4%)
iast_GLOBAL	10.207 ms [10.025 ms, 10.389 ms]	5.973 ms (141.1%)
profiling	8.905 ms [8.757 ms, 9.054 ms]	4.672 ms (110.3%)
tracing	7.398 ms [7.299 ms, 7.498 ms]	3.165 ms (74.8%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	jb/default_zstd
git_commit_date	1754295155	1754295760
git_commit_sha	`1c2d049`	`859e657`
release_version	1.51.1-SNAPSHOT~1c2d0498a0	1.51.1-SNAPSHOT~859e65721c

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1754297744	1754297744
ci_job_id	1061839900	1061839900
ci_pipeline_id	72548748	72548748
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-xnlkyf8j 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-xnlkyf8j 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~859e65721c, baseline=1.51.1-SNAPSHOT~1c2d0498a0
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.279 s) : 15279000, 15279000
.   : milestone, 15279000,
appsec (14.996 s) : 14996000, 14996000
.   : milestone, 14996000,
iast (18.202 s) : 18202000, 18202000
.   : milestone, 18202000,
iast_GLOBAL (18.151 s) : 18151000, 18151000
.   : milestone, 18151000,
profiling (15.361 s) : 15361000, 15361000
.   : milestone, 15361000,
tracing (14.931 s) : 14931000, 14931000
.   : milestone, 14931000,
section candidate
no_agent (15.537 s) : 15537000, 15537000
.   : milestone, 15537000,
appsec (15.155 s) : 15155000, 15155000
.   : milestone, 15155000,
iast (18.514 s) : 18514000, 18514000
.   : milestone, 18514000,
iast_GLOBAL (18.182 s) : 18182000, 18182000
.   : milestone, 18182000,
profiling (15.311 s) : 15311000, 15311000
.   : milestone, 15311000,
tracing (14.831 s) : 14831000, 14831000
.   : milestone, 14831000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.279 s [15.279 s, 15.279 s]	-
appsec	14.996 s [14.996 s, 14.996 s]	-283.0 ms (-1.9%)
iast	18.202 s [18.202 s, 18.202 s]	2.923 s (19.1%)
iast_GLOBAL	18.151 s [18.151 s, 18.151 s]	2.872 s (18.8%)
profiling	15.361 s [15.361 s, 15.361 s]	82.0 ms (0.5%)
tracing	14.931 s [14.931 s, 14.931 s]	-348.0 ms (-2.3%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.537 s [15.537 s, 15.537 s]	-
appsec	15.155 s [15.155 s, 15.155 s]	-382.0 ms (-2.5%)
iast	18.514 s [18.514 s, 18.514 s]	2.977 s (19.2%)
iast_GLOBAL	18.182 s [18.182 s, 18.182 s]	2.645 s (17.0%)
profiling	15.311 s [15.311 s, 15.311 s]	-226.0 ms (-1.5%)
tracing	14.831 s [14.831 s, 14.831 s]	-706.0 ms (-4.5%)

Execution time for tomcat

gantt
    title tomcat - execution time [CI 0.99] : candidate=1.51.1-SNAPSHOT~859e65721c, baseline=1.51.1-SNAPSHOT~1c2d0498a0
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.483 ms) : 1471, 1495
.   : milestone, 1483,
appsec (3.666 ms) : 3449, 3884
.   : milestone, 3666,
iast (2.198 ms) : 2136, 2261
.   : milestone, 2198,
iast_GLOBAL (2.244 ms) : 2181, 2308
.   : milestone, 2244,
profiling (2.053 ms) : 2002, 2103
.   : milestone, 2053,
tracing (2.017 ms) : 1968, 2065
.   : milestone, 2017,
section candidate
no_agent (1.482 ms) : 1471, 1494
.   : milestone, 1482,
appsec (3.576 ms) : 3364, 3788
.   : milestone, 3576,
iast (2.195 ms) : 2132, 2258
.   : milestone, 2195,
iast_GLOBAL (2.237 ms) : 2174, 2300
.   : milestone, 2237,
profiling (2.038 ms) : 1987, 2088
.   : milestone, 2038,
tracing (2.026 ms) : 1978, 2075
.   : milestone, 2026,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.483 ms [1.471 ms, 1.495 ms]	-
appsec	3.666 ms [3.449 ms, 3.884 ms]	2.183 ms (147.2%)
iast	2.198 ms [2.136 ms, 2.261 ms]	715.332 µs (48.2%)
iast_GLOBAL	2.244 ms [2.181 ms, 2.308 ms]	760.99 µs (51.3%)
profiling	2.053 ms [2.002 ms, 2.103 ms]	569.561 µs (38.4%)
tracing	2.017 ms [1.968 ms, 2.065 ms]	533.526 µs (36.0%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.482 ms [1.471 ms, 1.494 ms]	-
appsec	3.576 ms [3.364 ms, 3.788 ms]	2.094 ms (141.3%)
iast	2.195 ms [2.132 ms, 2.258 ms]	712.91 µs (48.1%)
iast_GLOBAL	2.237 ms [2.174 ms, 2.3 ms]	754.7 µs (50.9%)
profiling	2.038 ms [1.987 ms, 2.088 ms]	555.419 µs (37.5%)
tracing	2.026 ms [1.978 ms, 2.075 ms]	544.249 µs (36.7%)

zhengyu123

LGTM

dd-trace-api/src/main/java/datadog/trace/api/config/ProfilingConfig.java

@bric3

Unblocking merge. I addressed the comment and got the change re-approved by @bric3

| 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 ([#4222](redis/jedis#4222)) - Clarify why new stream entries aren't deleted with XDELEX ([#4218](redis/jedis#4218)) - Add support for new stream commands ([#4211](redis/jedis#4211)) - Add Support for New BITOP Operations in Redis 8.2 ([#4188](redis/jedis#4188)) ([#4190](redis/jedis#4190)) - Add binary stream support for XREAD and XREADGROUP ([#3566](redis/jedis#3566)) ([#4152](redis/jedis#4152)) - Run pipeline in current thread if all the keys on same node ([#4149](redis/jedis#4149)) #### 🐛 Bug Fixes - Restore binary compatibility of SetParams ([#4225](redis/jedis#4225)) - Fix memory leak in JedisClusterInfoCache - replica nodes not cleared ([#4205](redis/jedis#4205)) - Fix:JedisCluster throws NullPointerException when maxAttempts is set to 0 ([#4186](redis/jedis#4186)) #### 🧰 Maintenance - DOC-5471 time series doc examples ([#4210](redis/jedis#4210)) - Bump jackson.version from 2.19.1 to 2.19.2 ([#4208](redis/jedis#4208)) - Fix flaky test ClientCommandsTest.killSkipmeYesNo ([#4206](redis/jedis#4206)) - Bump org.junit:junit-bom from 5.13.2 to 5.13.3 ([#4198](redis/jedis#4198)) - Migrate publishing to Maven Central Portal ([#4199](redis/jedis#4199)) - Bump org.apache.maven.plugins:maven-gpg-plugin from 3.2.7 to 3.2.8 ([#4197](redis/jedis#4197)) - Bump org.junit:junit-bom from 5.13.1 to 5.13.2 ([#4192](redis/jedis#4192)) - DOC-5227 added probabilistic data type examples ([#4184](redis/jedis#4184)) - Bump jackson.version from 2.19.0 to 2.19.1 ([#4180](redis/jedis#4180)) - Update test infra to use latest Redis ([#4179](redis/jedis#4179)) - Bump org.junit:junit-bom from 5.13.0-RC1 to 5.13.1 ([#4174](redis/jedis#4174)) - Bump org.json:json from [`2025010`](redis/jedis@20250107) to [`2025051`](redis/jedis@20250517) ([#4171](redis/jedis#4171)) - Bump org.apache.httpcomponents.client5:httpclient5-fluent from 5.4.4 to 5.5 ([#4170](redis/jedis#4170)) - Fix flaky tests in DocumentTest ([#3617](redis/jedis#3617)) - Add retryable command execution example ([#3780](redis/jedis#3780)) - Bump jackson.version from 2.18.3 to 2.19.0 ([#4160](redis/jedis#4160)) - Bump com.google.code.gson:gson from 2.12.1 to 2.13.1 ([#4161](redis/jedis#4161)) #### Contributors We'd like to thank all the contributors who worked on this release! [@219sansim](https://github.com/219sansim), [@YoHanKi](https://github.com/YoHanKi), [@andy-stark-redis](https://github.com/andy-stark-redis), [@ggivo](https://github.com/ggivo), [@jujn](https://github.com/jujn), [@thachlp](https://github.com/thachlp), [@uglide](https://github.com/uglide) and [@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 ([#3829](googleapis/sdk-platform-java#3829)) ([025c84c](googleapis/sdk-platform-java@025c84c)) ##### Dependencies - update google auth library dependencies to v1.37.1 ([#3846](googleapis/sdk-platform-java#3846)) ([ea1d9e5](googleapis/sdk-platform-java@ea1d9e5)) - update google http client dependencies to v1.47.1 ([#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` ([#3354](square/wire#3354)) ##### JVM - Fix: Handle negative hexadecimal in default values ([#3355](square/wire#3355)) - Optimization: Avoid copying of repeated and map types when mutableTypes are being used ([#3352](square/wire#3352) by \[Rahul Ravikumar]\[tikurahul]) ##### Swift - Fix: Properly disambiguate OneOf enum if it has the same name as enclosing type ([#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 ([#9260](DataDog/dd-trace-java#9260) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) - 🐛 Fix NPE in AppSecConfigServiceImpl ([#9165](DataDog/dd-trace-java#9165) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) - 🐛 Fix AppSec play.mvc.StatusHeader instrumentation for play 2.6 ([#9160](DataDog/dd-trace-java#9160) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) #### Build & Tooling - ✨📖 Automatically register crashtracking via native extensions ([#8851](DataDog/dd-trace-java#8851) - [@MattAlp](https://github.com/MattAlp)) #### Configuration at Runtime - ✨ Create activation origin config for telemetry ([#9064](DataDog/dd-trace-java#9064) - [@sezen-datadog](https://github.com/sezen-datadog)) #### Continuous Integration Visibility - ✨ Update GitLab provided tags ([#9275](DataDog/dd-trace-java#9275) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - 🐛 Fix base branch SHA usage in GitHub Actions ([#9257](DataDog/dd-trace-java#9257) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - ✨ Add `ci.job.id` tag ([#9256](DataDog/dd-trace-java#9256) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - ✨ Add new org to Weaver instrumentation ([#9235](DataDog/dd-trace-java#9235) - [@daniel-mohedano](https://github.com/daniel-mohedano) - thanks for the contribution!) - ✨ Improve Git commit info building ([#9210](DataDog/dd-trace-java#9210) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - ✨ Update Attempt to Fix to v5 ([#9145](DataDog/dd-trace-java#9145) - [@daniel-mohedano](https://github.com/daniel-mohedano)) #### Crash tracking - ✨📖 Automatically register crashtracking via native extensions ([#8851](DataDog/dd-trace-java#8851) - [@MattAlp](https://github.com/MattAlp)) #### Data Streams Monitoring - ✨ Reduce DSM CPU overheard ([#9151](DataDog/dd-trace-java#9151) - [@kr-igor](https://github.com/kr-igor)) - ✨⚡ DSM optimizations for high throughput scenarios ([#9137](DataDog/dd-trace-java#9137) - [@kr-igor](https://github.com/kr-igor)) #### Database Monitoring - 🐛 Fix duplicate trace injection for SQL Server and Oracle DBM full propagation mode ([#9224](DataDog/dd-trace-java#9224) - [@lu-zhengda](https://github.com/lu-zhengda)) #### Dynamic Instrumentation - 🐛 Add URI in string primitives ([#9285](DataDog/dd-trace-java#9285) - [@jpbempel](https://github.com/jpbempel)) - ✨ Increase SourceFile tracking max queue size ([#9271](DataDog/dd-trace-java#9271) - [@jpbempel](https://github.com/jpbempel)) - ✨ Add capping on SourceFile tracking queue ([#9245](DataDog/dd-trace-java#9245) - [@jpbempel](https://github.com/jpbempel)) - ✨ Add third-party filtering in SourceFile tracking ([#9205](DataDog/dd-trace-java#9205) - [@jpbempel](https://github.com/jpbempel)) #### ML Observability (LLMObs) - ✨ Add methods to capture embedding and retrieval spans ([#9297](DataDog/dd-trace-java#9297) - [@nayeem-kamal](https://github.com/nayeem-kamal)) #### Metrics - ✨ Change primary client stats configuration key ([#9196](DataDog/dd-trace-java#9196) - [@amarziali](https://github.com/amarziali)) - ✨ Calculate client stats also if the span kind is eligible ([#9157](DataDog/dd-trace-java#9157) - [@amarziali](https://github.com/amarziali)) - ✨ Backpropagate peer tags ([#9144](DataDog/dd-trace-java#9144) - [@bric3](https://github.com/bric3)) - 🐛 Make client stats reliable in case of downgrade ([#9136](DataDog/dd-trace-java#9136) - [@amarziali](https://github.com/amarziali)) #### Platform components - 🐛 Fix VM options parsing from /proc/fs ([#9255](DataDog/dd-trace-java#9255) - [@PerfectSlayer](https://github.com/PerfectSlayer)) #### Profiling - ✨ Switch profile compression to zstd default ([#9293](DataDog/dd-trace-java#9293) - [@jbachorik](https://github.com/jbachorik)) - ✨ Bump ddprof to 1.29.0 ([#9262](DataDog/dd-trace-java#9262) - [@zhengyu123](https://github.com/zhengyu123)) - Potential memory leak and race with the JVMTI wallclock sampler by [@zhengyu123](https://github.com/zhengyu123) in DataDog/java-profiler#234 - Downport async-profiler no-allocation changes by [@zhengyu123](https://github.com/zhengyu123) in DataDog/java-profiler#245 - Adopt openjdk safefetch by [@zhengyu123](https://github.com/zhengyu123) in DataDog/java-profiler#246 - Safe fetch 64-bit value and pointer by [@zhengyu123](https://github.com/zhengyu123) in DataDog/java-profiler#247 - Rebase on Async-Profiler 4.1 by [@jbachorik](https://github.com/jbachorik) in DataDog/java-profiler#252 - Patch upstream stackWalker.cpp not to fail on unaligned access by [@jbachorik](https://github.com/jbachorik) in DataDog/java-profiler#218 - Remap thread id to avoid bitmap contention by [@zhengyu123](https://github.com/zhengyu123) in DataDog/java-profiler#229 - Improve performance using Unsafe to activate/deactivate thread filter by [@zhengyu123](https://github.com/zhengyu123) in DataDog/java-profiler#230 - Unify context propagation by [@zhengyu123](https://github.com/zhengyu123) in DataDog/java-profiler#231 - 🐛 Fix the profiler stackdepth setting propagation in recent (22+) Java versions ([#9130](DataDog/dd-trace-java#9130) - [@jbachorik](https://github.com/jbachorik)) #### Realtime User Monitoring - ✨ Wrap servlet original PrintWriter on rum injector ([#9146](DataDog/dd-trace-java#9146) - [@amarziali](https://github.com/amarziali)) #### Telemetry - ✨ Create activation origin config for telemetry ([#9064](DataDog/dd-trace-java#9064) - [@sezen-datadog](https://github.com/sezen-datadog)) #### Tracer core - ✨⚡ Reduce span construction overhead by switching to optimized TagMap ([#8589](DataDog/dd-trace-java#8589) - [@dougqh](https://github.com/dougqh)) - 🐛 Match Hands Off Config selectors on process\_arguments value ([#9201](DataDog/dd-trace-java#9201) - [@paullegranddc](https://github.com/paullegranddc)) - ✨ Move JSON generation to sender thread to improve startup time. ([#9197](DataDog/dd-trace-java#9197) - [@AlexeyKuznetsov-DD](https://github.com/AlexeyKuznetsov-DD)) - ✨ Improve agent to avoid loading global config on main thread ([#9190](DataDog/dd-trace-java#9190) - [@PerfectSlayer](https://github.com/PerfectSlayer)) - ✨ add injection metadata fields to telemetry forwarder ([#9185](DataDog/dd-trace-java#9185) - [@sydney-tung](https://github.com/sydney-tung)) - 🐛 Avoid race conditions on feature discovery during Writer creation ([#9173](DataDog/dd-trace-java#9173) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - ✨ Surface potential root cause when agent initialization errors ([#9170](DataDog/dd-trace-java#9170) - [@AlexeyKuznetsov-DD](https://github.com/AlexeyKuznetsov-DD)) - 💡 Support adding W3C baggage as span tags ([#9169](DataDog/dd-trace-java#9169) - [@rachelyangdog](https://github.com/rachelyangdog)) - ✨⚡ Align our default classloader excludes with OTel ([#9161](DataDog/dd-trace-java#9161) - [@mcculls](https://github.com/mcculls)) - ✨ Backpropagate container tags hash coming from the info endpoint ([#9156](DataDog/dd-trace-java#9156) - [@amarziali](https://github.com/amarziali)) - 🐛 Avoid race conditions and multiple agent discovery feature states ([#9135](DataDog/dd-trace-java#9135) - [@amarziali](https://github.com/amarziali)) ### Instrumentations #### AWS SDK instrumentation - ✨ Enhance Service Representation for Serverless ([#9203](DataDog/dd-trace-java#9203) - [@zarirhamza](https://github.com/zarirhamza)) #### gRPC instrumentation - 🐛 Add check to prevent injection of repeated GRPC headers ([#9246](DataDog/dd-trace-java#9246) - [@mhlidd](https://github.com/mhlidd)) #### JDBC instrumentation - 🐛 Fix duplicate trace injection for SQL Server and Oracle DBM full propagation mode ([#9224](DataDog/dd-trace-java#9224) - [@lu-zhengda](https://github.com/lu-zhengda)) #### Play Framework instrumentation - 🐛 Fix AppSec play.mvc.StatusHeader instrumentation for play 2.6 ([#9160](DataDog/dd-trace-java#9160) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) </details> --- ### Configuration 📅 **Schedule**: Branch creation - "after 6pm every weekday,before 2am every weekday" in timezone Australia/Melbourne, Automerge - At any time (no schedule defined). 🚦 **Automerge**: Enabled. ♻ **Rebasing**: Never, or you tick the rebase/retry checkbox. 👻 **Immortal**: This PR will be recreated if closed unmerged. 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jbachorik added type: enhancement Enhancements and improvements comp: profiling Profiling labels Aug 1, 2025

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jbachorik force-pushed the jb/default_zstd branch from fedd643 to 3627a1b Compare August 4, 2025 08:22

Switch profile compression to zstd default

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jbachorik force-pushed the jb/default_zstd branch from 3627a1b to 859e657 Compare August 4, 2025 08:22

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