Adjust metrics temporality according to global preference and instrument type by mcculls · Pull Request #10545 · DataDog/dd-trace-java

mcculls · 2026-02-06T15:34:14Z

Motivation

Compatibility with https://opentelemetry.io/docs/languages/java/configuration/

System property	Description	Default
otel.exporter.otlp.metrics.temporality.preference	The preferred output aggregation temporality. Options include DELTA, LOWMEMORY, and CUMULATIVE. If CUMULATIVE, all instruments will have cumulative temporality. If DELTA, counter (sync and async) and histograms will be delta, up down counters (sync and async) will be cumulative. If LOWMEMORY, sync counter and histograms will be delta, async counter and up down counters (sync and async) will be cumulative.	CUMULATIVE

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Jira ticket: APMAPI-1671

pr-commenter · 2026-02-06T16:19:22Z

Benchmarks

Startup

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	mcculls/otel-metrics-temporality
git_commit_date	1770401218	1770401362
git_commit_sha	`e34c2fd`	`0545c23`
release_version	1.60.0-SNAPSHOT~e34c2fdd84	1.60.0-SNAPSHOT~0545c2314e

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1770403269	1770403269
ci_job_id	1407105898	1407105898
ci_pipeline_id	95042106	95042106
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-1-63t0gsmp 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-1-63t0gsmp 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 61 metrics, 10 unstable metrics.

Startup time reports for petclinic

gantt
    title petclinic - global startup overhead: candidate=1.60.0-SNAPSHOT~0545c2314e, baseline=1.60.0-SNAPSHOT~e34c2fdd84

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.062 s) : 0, 1062259
Total [baseline] (10.801 s) : 0, 10801138
Agent [candidate] (1.067 s) : 0, 1067008
Total [candidate] (10.994 s) : 0, 10993998
section appsec
Agent [baseline] (1.247 s) : 0, 1246810
Total [baseline] (11.023 s) : 0, 11023363
Agent [candidate] (1.239 s) : 0, 1239359
Total [candidate] (11.159 s) : 0, 11159296
section iast
Agent [baseline] (1.23 s) : 0, 1229975
Total [baseline] (11.168 s) : 0, 11168057
Agent [candidate] (1.231 s) : 0, 1230518
Total [candidate] (11.159 s) : 0, 11159302
section profiling
Agent [baseline] (1.191 s) : 0, 1191134
Total [baseline] (10.903 s) : 0, 10903016
Agent [candidate] (1.196 s) : 0, 1196016
Total [candidate] (10.986 s) : 0, 10986076

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.062 s	-
Agent	appsec	1.247 s	184.55 ms (17.4%)
Agent	iast	1.23 s	167.715 ms (15.8%)
Agent	profiling	1.191 s	128.874 ms (12.1%)
Total	tracing	10.801 s	-
Total	appsec	11.023 s	222.226 ms (2.1%)
Total	iast	11.168 s	366.919 ms (3.4%)
Total	profiling	10.903 s	101.879 ms (0.9%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.067 s	-
Agent	appsec	1.239 s	172.352 ms (16.2%)
Agent	iast	1.231 s	163.51 ms (15.3%)
Agent	profiling	1.196 s	129.008 ms (12.1%)
Total	tracing	10.994 s	-
Total	appsec	11.159 s	165.299 ms (1.5%)
Total	iast	11.159 s	165.304 ms (1.5%)
Total	profiling	10.986 s	-7.922 ms (-0.1%)

gantt
    title petclinic - break down per module: candidate=1.60.0-SNAPSHOT~0545c2314e, baseline=1.60.0-SNAPSHOT~e34c2fdd84

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.171 ms) : 0, 1171
crashtracking [candidate] (1.179 ms) : 0, 1179
BytebuddyAgent [baseline] (626.946 ms) : 0, 626946
BytebuddyAgent [candidate] (629.101 ms) : 0, 629101
AgentMeter [baseline] (28.805 ms) : 0, 28805
AgentMeter [candidate] (28.931 ms) : 0, 28931
GlobalTracer [baseline] (257.045 ms) : 0, 257045
GlobalTracer [candidate] (257.998 ms) : 0, 257998
AppSec [baseline] (32.813 ms) : 0, 32813
AppSec [candidate] (32.603 ms) : 0, 32603
Debugger [baseline] (62.897 ms) : 0, 62897
Debugger [candidate] (62.01 ms) : 0, 62010
Remote Config [baseline] (622.43 µs) : 0, 622
Remote Config [candidate] (625.218 µs) : 0, 625
Telemetry [baseline] (13.034 ms) : 0, 13034
Telemetry [candidate] (14.57 ms) : 0, 14570
Flare Poller [baseline] (3.76 ms) : 0, 3760
Flare Poller [candidate] (4.617 ms) : 0, 4617
section appsec
crashtracking [baseline] (1.19 ms) : 0, 1190
crashtracking [candidate] (1.181 ms) : 0, 1181
BytebuddyAgent [baseline] (662.94 ms) : 0, 662940
BytebuddyAgent [candidate] (658.654 ms) : 0, 658654
AgentMeter [baseline] (12.031 ms) : 0, 12031
AgentMeter [candidate] (12.001 ms) : 0, 12001
GlobalTracer [baseline] (260.544 ms) : 0, 260544
GlobalTracer [candidate] (258.61 ms) : 0, 258610
AppSec [baseline] (168.027 ms) : 0, 168027
AppSec [candidate] (167.568 ms) : 0, 167568
Debugger [baseline] (67.721 ms) : 0, 67721
Debugger [candidate] (67.417 ms) : 0, 67417
Remote Config [baseline] (665.499 µs) : 0, 665
Remote Config [candidate] (657.882 µs) : 0, 658
Telemetry [baseline] (9.194 ms) : 0, 9194
Telemetry [candidate] (9.184 ms) : 0, 9184
Flare Poller [baseline] (3.686 ms) : 0, 3686
Flare Poller [candidate] (3.647 ms) : 0, 3647
IAST [baseline] (25.404 ms) : 0, 25404
IAST [candidate] (25.216 ms) : 0, 25216
section iast
crashtracking [baseline] (1.173 ms) : 0, 1173
crashtracking [candidate] (1.174 ms) : 0, 1174
BytebuddyAgent [baseline] (794.325 ms) : 0, 794325
BytebuddyAgent [candidate] (794.967 ms) : 0, 794967
AgentMeter [baseline] (11.239 ms) : 0, 11239
AgentMeter [candidate] (11.21 ms) : 0, 11210
GlobalTracer [baseline] (247.863 ms) : 0, 247863
GlobalTracer [candidate] (248.392 ms) : 0, 248392
AppSec [baseline] (33.723 ms) : 0, 33723
AppSec [candidate] (33.855 ms) : 0, 33855
Debugger [baseline] (66.711 ms) : 0, 66711
Debugger [candidate] (66.25 ms) : 0, 66250
Remote Config [baseline] (542.056 µs) : 0, 542
Remote Config [candidate] (533.91 µs) : 0, 534
Telemetry [baseline] (8.692 ms) : 0, 8692
Telemetry [candidate] (8.608 ms) : 0, 8608
Flare Poller [baseline] (3.509 ms) : 0, 3509
Flare Poller [candidate] (3.494 ms) : 0, 3494
IAST [baseline] (26.943 ms) : 0, 26943
IAST [candidate] (26.931 ms) : 0, 26931
section profiling
crashtracking [baseline] (1.206 ms) : 0, 1206
crashtracking [candidate] (1.217 ms) : 0, 1217
BytebuddyAgent [baseline] (681.929 ms) : 0, 681929
BytebuddyAgent [candidate] (686.211 ms) : 0, 686211
AgentMeter [baseline] (8.78 ms) : 0, 8780
AgentMeter [candidate] (8.761 ms) : 0, 8761
GlobalTracer [baseline] (216.021 ms) : 0, 216021
GlobalTracer [candidate] (216.933 ms) : 0, 216933
AppSec [baseline] (32.489 ms) : 0, 32489
AppSec [candidate] (32.464 ms) : 0, 32464
Debugger [baseline] (67.922 ms) : 0, 67922
Debugger [candidate] (67.618 ms) : 0, 67618
Remote Config [baseline] (597.998 µs) : 0, 598
Remote Config [candidate] (596.7 µs) : 0, 597
Telemetry [baseline] (8.926 ms) : 0, 8926
Telemetry [candidate] (8.822 ms) : 0, 8822
Flare Poller [baseline] (3.788 ms) : 0, 3788
Flare Poller [candidate] (3.77 ms) : 0, 3770
ProfilingAgent [baseline] (99.526 ms) : 0, 99526
ProfilingAgent [candidate] (99.412 ms) : 0, 99412
Profiling [baseline] (100.108 ms) : 0, 100108
Profiling [candidate] (100.003 ms) : 0, 100003

Startup time reports for insecure-bank

gantt
    title insecure-bank - global startup overhead: candidate=1.60.0-SNAPSHOT~0545c2314e, baseline=1.60.0-SNAPSHOT~e34c2fdd84

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.064 s) : 0, 1064393
Total [baseline] (8.751 s) : 0, 8751265
Agent [candidate] (1.066 s) : 0, 1065845
Total [candidate] (8.732 s) : 0, 8732153
section iast
Agent [baseline] (1.231 s) : 0, 1230834
Total [baseline] (9.37 s) : 0, 9370175
Agent [candidate] (1.245 s) : 0, 1245448
Total [candidate] (9.406 s) : 0, 9406084

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.064 s	-
Agent	iast	1.231 s	166.441 ms (15.6%)
Total	tracing	8.751 s	-
Total	iast	9.37 s	618.91 ms (7.1%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.066 s	-
Agent	iast	1.245 s	179.603 ms (16.9%)
Total	tracing	8.732 s	-
Total	iast	9.406 s	673.931 ms (7.7%)

gantt
    title insecure-bank - break down per module: candidate=1.60.0-SNAPSHOT~0545c2314e, baseline=1.60.0-SNAPSHOT~e34c2fdd84

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.181 ms) : 0, 1181
crashtracking [candidate] (1.213 ms) : 0, 1213
BytebuddyAgent [baseline] (628.327 ms) : 0, 628327
BytebuddyAgent [candidate] (632.187 ms) : 0, 632187
AgentMeter [baseline] (28.891 ms) : 0, 28891
AgentMeter [candidate] (29.145 ms) : 0, 29145
GlobalTracer [baseline] (257.67 ms) : 0, 257670
GlobalTracer [candidate] (257.947 ms) : 0, 257947
AppSec [baseline] (32.789 ms) : 0, 32789
AppSec [candidate] (32.579 ms) : 0, 32579
Debugger [baseline] (62.83 ms) : 0, 62830
Debugger [candidate] (61.426 ms) : 0, 61426
Remote Config [baseline] (630.429 µs) : 0, 630
Remote Config [candidate] (618.442 µs) : 0, 618
Telemetry [baseline] (10.742 ms) : 0, 10742
Telemetry [candidate] (9.853 ms) : 0, 9853
Flare Poller [baseline] (6.045 ms) : 0, 6045
Flare Poller [candidate] (5.427 ms) : 0, 5427
section iast
crashtracking [baseline] (1.191 ms) : 0, 1191
crashtracking [candidate] (1.193 ms) : 0, 1193
BytebuddyAgent [baseline] (796.362 ms) : 0, 796362
BytebuddyAgent [candidate] (805.712 ms) : 0, 805712
AgentMeter [baseline] (11.232 ms) : 0, 11232
AgentMeter [candidate] (11.6 ms) : 0, 11600
GlobalTracer [baseline] (247.313 ms) : 0, 247313
GlobalTracer [candidate] (251.324 ms) : 0, 251324
AppSec [baseline] (32.149 ms) : 0, 32149
AppSec [candidate] (31.041 ms) : 0, 31041
Debugger [baseline] (67.56 ms) : 0, 67560
Debugger [candidate] (69.047 ms) : 0, 69047
Remote Config [baseline] (549.223 µs) : 0, 549
Remote Config [candidate] (538.139 µs) : 0, 538
Telemetry [baseline] (8.753 ms) : 0, 8753
Telemetry [candidate] (8.622 ms) : 0, 8622
Flare Poller [baseline] (3.542 ms) : 0, 3542
Flare Poller [candidate] (3.462 ms) : 0, 3462
IAST [baseline] (26.741 ms) : 0, 26741
IAST [candidate] (27.343 ms) : 0, 27343

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	mcculls/otel-metrics-temporality
git_commit_date	1770401218	1770401362
git_commit_sha	`e34c2fd`	`0545c23`
release_version	1.60.0-SNAPSHOT~e34c2fdd84	1.60.0-SNAPSHOT~0545c2314e

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1770403912	1770403912
ci_job_id	1407105899	1407105899
ci_pipeline_id	95042106	95042106
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-2-po5rauge 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-2-po5rauge 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 4 performance regressions! Performance is the same for 15 metrics, 17 unstable metrics.

scenario	Δ mean agg_http_req_duration_p50	Δ mean agg_http_req_duration_p95	Δ mean throughput	candidate mean agg_http_req_duration_p50	candidate mean agg_http_req_duration_p95	candidate mean throughput	baseline mean agg_http_req_duration_p50	baseline mean agg_http_req_duration_p95	baseline mean throughput
scenario:load:petclinic:tracing:high_load	worse [+508.468µs; +889.200µs] or [+3.000%; +5.247%]	unsure [+38.352µs; +1037.389µs] or [+0.136%; +3.686%]	unstable [-36.720op/s; +19.470op/s] or [-13.724%; +7.277%]	17.646ms	28.685ms	258.938op/s	16.947ms	28.148ms	267.562op/s
scenario:load:petclinic:code_origins:high_load	worse [+0.917ms; +1.743ms] or [+5.371%; +10.214%]	worse [+0.924ms; +2.223ms] or [+3.267%; +7.862%]	unstable [-45.388op/s; +10.138op/s] or [-17.003%; +3.798%]	18.400ms	29.850ms	249.312op/s	17.070ms	28.277ms	266.938op/s
scenario:load:petclinic:profiling:high_load	worse [+432.426µs; +1208.192µs] or [+2.340%; +6.537%]	unsure [+172.152µs; +1379.408µs] or [+0.576%; +4.617%]	unstable [-35.273op/s; +16.836op/s] or [-14.214%; +6.784%]	19.302ms	30.654ms	238.938op/s	18.482ms	29.878ms	248.156op/s

Request duration reports for insecure-bank

gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~0545c2314e, baseline=1.60.0-SNAPSHOT~e34c2fdd84
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.177 ms) : 1166, 1189
.   : milestone, 1177,
iast (3.236 ms) : 3186, 3285
.   : milestone, 3236,
iast_FULL (5.756 ms) : 5698, 5813
.   : milestone, 5756,
iast_GLOBAL (3.603 ms) : 3539, 3667
.   : milestone, 3603,
profiling (2.013 ms) : 1996, 2031
.   : milestone, 2013,
tracing (1.81 ms) : 1795, 1825
.   : milestone, 1810,
section candidate
no_agent (1.184 ms) : 1172, 1195
.   : milestone, 1184,
iast (3.32 ms) : 3274, 3366
.   : milestone, 3320,
iast_FULL (5.849 ms) : 5790, 5907
.   : milestone, 5849,
iast_GLOBAL (3.485 ms) : 3434, 3535
.   : milestone, 3485,
profiling (2.029 ms) : 2011, 2046
.   : milestone, 2029,
tracing (1.814 ms) : 1799, 1828
.   : milestone, 1814,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.177 ms [1.166 ms, 1.189 ms]	-
iast	3.236 ms [3.186 ms, 3.285 ms]	2.058 ms (174.8%)
iast_FULL	5.756 ms [5.698 ms, 5.813 ms]	4.578 ms (388.9%)
iast_GLOBAL	3.603 ms [3.539 ms, 3.667 ms]	2.426 ms (206.0%)
profiling	2.013 ms [1.996 ms, 2.031 ms]	836.156 µs (71.0%)
tracing	1.81 ms [1.795 ms, 1.825 ms]	632.622 µs (53.7%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.184 ms [1.172 ms, 1.195 ms]	-
iast	3.32 ms [3.274 ms, 3.366 ms]	2.136 ms (180.4%)
iast_FULL	5.849 ms [5.79 ms, 5.907 ms]	4.665 ms (394.0%)
iast_GLOBAL	3.485 ms [3.434 ms, 3.535 ms]	2.301 ms (194.3%)
profiling	2.029 ms [2.011 ms, 2.046 ms]	844.609 µs (71.3%)
tracing	1.814 ms [1.799 ms, 1.828 ms]	629.841 µs (53.2%)

Request duration reports for petclinic

gantt
    title petclinic - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~0545c2314e, baseline=1.60.0-SNAPSHOT~e34c2fdd84
    dateFormat X
    axisFormat %s
section baseline
no_agent (18.255 ms) : 18065, 18446
.   : milestone, 18255,
appsec (18.969 ms) : 18774, 19165
.   : milestone, 18969,
code_origins (17.478 ms) : 17303, 17653
.   : milestone, 17478,
iast (17.881 ms) : 17703, 18060
.   : milestone, 17881,
profiling (18.81 ms) : 18621, 18999
.   : milestone, 18810,
tracing (17.435 ms) : 17263, 17606
.   : milestone, 17435,
section candidate
no_agent (17.524 ms) : 17350, 17698
.   : milestone, 17524,
appsec (19.099 ms) : 18907, 19290
.   : milestone, 19099,
code_origins (18.715 ms) : 18526, 18903
.   : milestone, 18715,
iast (18.016 ms) : 17834, 18198
.   : milestone, 18016,
profiling (19.534 ms) : 19338, 19730
.   : milestone, 19534,
tracing (18.018 ms) : 17841, 18195
.   : milestone, 18018,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	18.255 ms [18.065 ms, 18.446 ms]	-
appsec	18.969 ms [18.774 ms, 19.165 ms]	714.217 µs (3.9%)
code_origins	17.478 ms [17.303 ms, 17.653 ms]	-777.262 µs (-4.3%)
iast	17.881 ms [17.703 ms, 18.06 ms]	-373.825 µs (-2.0%)
profiling	18.81 ms [18.621 ms, 18.999 ms]	554.757 µs (3.0%)
tracing	17.435 ms [17.263 ms, 17.606 ms]	-820.598 µs (-4.5%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	17.524 ms [17.35 ms, 17.698 ms]	-
appsec	19.099 ms [18.907 ms, 19.29 ms]	1.575 ms (9.0%)
code_origins	18.715 ms [18.526 ms, 18.903 ms]	1.191 ms (6.8%)
iast	18.016 ms [17.834 ms, 18.198 ms]	492.108 µs (2.8%)
profiling	19.534 ms [19.338 ms, 19.73 ms]	2.01 ms (11.5%)
tracing	18.018 ms [17.841 ms, 18.195 ms]	494.158 µs (2.8%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	mcculls/otel-metrics-temporality
git_commit_date	1770401218	1770401362
git_commit_sha	`e34c2fd`	`0545c23`
release_version	1.60.0-SNAPSHOT~e34c2fdd84	1.60.0-SNAPSHOT~0545c2314e

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1770403468	1770403468
ci_job_id	1407105900	1407105900
ci_pipeline_id	95042106	95042106
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-rtdqa5yj 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-rtdqa5yj 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 tomcat

gantt
    title tomcat - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~0545c2314e, baseline=1.60.0-SNAPSHOT~e34c2fdd84
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.475 ms) : 1463, 1486
.   : milestone, 1475,
appsec (3.785 ms) : 3563, 4006
.   : milestone, 3785,
iast (2.259 ms) : 2190, 2328
.   : milestone, 2259,
iast_GLOBAL (2.297 ms) : 2228, 2367
.   : milestone, 2297,
profiling (2.119 ms) : 2062, 2175
.   : milestone, 2119,
tracing (2.057 ms) : 2004, 2110
.   : milestone, 2057,
section candidate
no_agent (1.476 ms) : 1465, 1488
.   : milestone, 1476,
appsec (3.751 ms) : 3531, 3971
.   : milestone, 3751,
iast (2.256 ms) : 2187, 2325
.   : milestone, 2256,
iast_GLOBAL (2.301 ms) : 2232, 2370
.   : milestone, 2301,
profiling (2.087 ms) : 2033, 2142
.   : milestone, 2087,
tracing (2.066 ms) : 2013, 2120
.   : milestone, 2066,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.475 ms [1.463 ms, 1.486 ms]	-
appsec	3.785 ms [3.563 ms, 4.006 ms]	2.31 ms (156.6%)
iast	2.259 ms [2.19 ms, 2.328 ms]	784.627 µs (53.2%)
iast_GLOBAL	2.297 ms [2.228 ms, 2.367 ms]	822.544 µs (55.8%)
profiling	2.119 ms [2.062 ms, 2.175 ms]	643.812 µs (43.7%)
tracing	2.057 ms [2.004 ms, 2.11 ms]	582.04 µs (39.5%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.476 ms [1.465 ms, 1.488 ms]	-
appsec	3.751 ms [3.531 ms, 3.971 ms]	2.274 ms (154.0%)
iast	2.256 ms [2.187 ms, 2.325 ms]	779.714 µs (52.8%)
iast_GLOBAL	2.301 ms [2.232 ms, 2.37 ms]	824.707 µs (55.9%)
profiling	2.087 ms [2.033 ms, 2.142 ms]	610.865 µs (41.4%)
tracing	2.066 ms [2.013 ms, 2.12 ms]	589.8 µs (39.9%)

Execution time for biojava

gantt
    title biojava - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~0545c2314e, baseline=1.60.0-SNAPSHOT~e34c2fdd84
    dateFormat X
    axisFormat %s
section baseline
no_agent (14.927 s) : 14927000, 14927000
.   : milestone, 14927000,
appsec (14.935 s) : 14935000, 14935000
.   : milestone, 14935000,
iast (17.797 s) : 17797000, 17797000
.   : milestone, 17797000,
iast_GLOBAL (17.946 s) : 17946000, 17946000
.   : milestone, 17946000,
profiling (14.868 s) : 14868000, 14868000
.   : milestone, 14868000,
tracing (14.722 s) : 14722000, 14722000
.   : milestone, 14722000,
section candidate
no_agent (14.849 s) : 14849000, 14849000
.   : milestone, 14849000,
appsec (15.14 s) : 15140000, 15140000
.   : milestone, 15140000,
iast (17.678 s) : 17678000, 17678000
.   : milestone, 17678000,
iast_GLOBAL (17.902 s) : 17902000, 17902000
.   : milestone, 17902000,
profiling (15.147 s) : 15147000, 15147000
.   : milestone, 15147000,
tracing (14.534 s) : 14534000, 14534000
.   : milestone, 14534000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	14.927 s [14.927 s, 14.927 s]	-
appsec	14.935 s [14.935 s, 14.935 s]	8.0 ms (0.1%)
iast	17.797 s [17.797 s, 17.797 s]	2.87 s (19.2%)
iast_GLOBAL	17.946 s [17.946 s, 17.946 s]	3.019 s (20.2%)
profiling	14.868 s [14.868 s, 14.868 s]	-59.0 ms (-0.4%)
tracing	14.722 s [14.722 s, 14.722 s]	-205.0 ms (-1.4%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	14.849 s [14.849 s, 14.849 s]	-
appsec	15.14 s [15.14 s, 15.14 s]	291.0 ms (2.0%)
iast	17.678 s [17.678 s, 17.678 s]	2.829 s (19.1%)
iast_GLOBAL	17.902 s [17.902 s, 17.902 s]	3.053 s (20.6%)
profiling	15.147 s [15.147 s, 15.147 s]	298.0 ms (2.0%)
tracing	14.534 s [14.534 s, 14.534 s]	-315.0 ms (-2.1%)

mhlidd

Nice fix!

…ent type

mcculls · 2026-02-06T17:08:27Z

/merge

gh-worker-devflow-routing-ef8351 · 2026-02-06T17:08:32Z

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#10541 with merge sha 0a7431b
#10535 with merge sha 9be66fb

mcculls · 2026-02-06T18:02:54Z

/merge

gh-worker-devflow-routing-ef8351 · 2026-02-06T18:02:59Z

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stuart.mcculloch@datadoghq.com unqueued this merge request

mcculls · 2026-02-06T18:05:31Z

/remove

gh-worker-devflow-routing-ef8351 · 2026-02-06T18:05:34Z

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…s-temporality

mcculls · 2026-02-06T18:11:32Z

/merge

gh-worker-devflow-routing-ef8351 · 2026-02-06T18:11:37Z

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The expected merge time in master is approximately 1h (p90).

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mcculls requested a review from a team as a code owner February 6, 2026 15:34

mcculls requested review from mhlidd and removed request for a team February 6, 2026 15:34

mcculls added type: feature request inst: opentelemetry OpenTelemetry instrumentation labels Feb 6, 2026

mhlidd approved these changes Feb 6, 2026

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mcculls changed the title ~~Adjust metrics temporarily according to global preference and instrument type~~ Adjust metrics temporality according to global preference and instrument type Feb 6, 2026

Adjust metrics temporality according to global preference and instrum…

5985318

…ent type

mcculls force-pushed the mcculls/otel-metrics-temporality branch from 651666d to 5985318 Compare February 6, 2026 17:07

Merge branch 'master' into mcculls/otel-metrics-temporality

36fcc46

Merge remote-tracking branch 'origin/master' into mcculls/otel-metric…

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…s-temporality

gh-worker-dd-mergequeue-cf854d bot merged commit 8880e3d into master Feb 6, 2026
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Adjust metrics temporality according to global preference and instrument type#10545

Adjust metrics temporality according to global preference and instrument type#10545
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