Enable tracer computed trace metrics by default for Azure Functions #8518

duncanpharvey · 2025-03-06T18:43:28Z

What Does This Do

Enable tracer computed trace metrics by default for Azure Functions.

Motivation

Traces generated by Azure Functions are sent to Datadog using a stripped down version of the Datadog Agent which does not compute trace metrics. As a result, tracer computed trace metrics should be enabled by default in Azure Function environments.

Additional Notes

Rust based, stripped down version of the Datadog Agent can be found in libdatadog.

Contributor Checklist

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Update the public documentation in case of new configuration flag or behavior

Jira ticket: SVLS-6447

… Azure Functions

pr-commenter · 2025-03-17T14:16:39Z

Benchmarks

Startup

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	duncan-harvey/azure-functions-trace-metrics
git_commit_date	1742469042	1742476110
git_commit_sha	`9c4ccdf`	`44de7ec`
release_version	1.48.0-SNAPSHOT~9c4ccdf54a	1.48.0-SNAPSHOT~44de7eccac

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1742478782	1742478782
ci_job_id	856842840	856842840
ci_pipeline_id	59446242	59446242
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-yaepk1w-project-304-concurrent-0-73gbsi9q 6.8.0-1024-aws #26~22.04.1-Ubuntu SMP Wed Feb 19 06:54:57 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-yaepk1w-project-304-concurrent-0-73gbsi9q 6.8.0-1024-aws #26~22.04.1-Ubuntu SMP Wed Feb 19 06:54:57 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
module	Agent	Agent
parent	None	None
variant	iast	iast

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 61 metrics, 2 unstable metrics.

Startup time reports for insecure-bank

gantt
    title insecure-bank - global startup overhead: candidate=1.48.0-SNAPSHOT~44de7eccac, baseline=1.48.0-SNAPSHOT~9c4ccdf54a

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.048 s) : 0, 1048296
Total [baseline] (8.712 s) : 0, 8711575
Agent [candidate] (1.044 s) : 0, 1043690
Total [candidate] (8.699 s) : 0, 8698823
section iast
Agent [baseline] (1.173 s) : 0, 1173373
Total [baseline] (9.258 s) : 0, 9257579
Agent [candidate] (1.183 s) : 0, 1183110
Total [candidate] (9.278 s) : 0, 9278318
section iast_HARDCODED_SECRET_DISABLED
Agent [baseline] (1.183 s) : 0, 1183298
Total [baseline] (9.225 s) : 0, 9224992
Agent [candidate] (1.176 s) : 0, 1176209
Total [candidate] (9.292 s) : 0, 9292299
section iast_TELEMETRY_OFF
Agent [baseline] (1.168 s) : 0, 1167552
Total [baseline] (9.272 s) : 0, 9271708
Agent [candidate] (1.172 s) : 0, 1171534
Total [candidate] (9.282 s) : 0, 9281606

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.048 s	-
Agent	iast	1.173 s	125.077 ms (11.9%)
Agent	iast_HARDCODED_SECRET_DISABLED	1.183 s	135.002 ms (12.9%)
Agent	iast_TELEMETRY_OFF	1.168 s	119.256 ms (11.4%)
Total	tracing	8.712 s	-
Total	iast	9.258 s	546.004 ms (6.3%)
Total	iast_HARDCODED_SECRET_DISABLED	9.225 s	513.416 ms (5.9%)
Total	iast_TELEMETRY_OFF	9.272 s	560.133 ms (6.4%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.044 s	-
Agent	iast	1.183 s	139.42 ms (13.4%)
Agent	iast_HARDCODED_SECRET_DISABLED	1.176 s	132.52 ms (12.7%)
Agent	iast_TELEMETRY_OFF	1.172 s	127.844 ms (12.2%)
Total	tracing	8.699 s	-
Total	iast	9.278 s	579.495 ms (6.7%)
Total	iast_HARDCODED_SECRET_DISABLED	9.292 s	593.476 ms (6.8%)
Total	iast_TELEMETRY_OFF	9.282 s	582.783 ms (6.7%)

gantt
    title insecure-bank - break down per module: candidate=1.48.0-SNAPSHOT~44de7eccac, baseline=1.48.0-SNAPSHOT~9c4ccdf54a

    dateFormat X
    axisFormat %s
section tracing
BytebuddyAgent [baseline] (722.626 ms) : 0, 722626
BytebuddyAgent [candidate] (719.09 ms) : 0, 719090
GlobalTracer [baseline] (240.424 ms) : 0, 240424
GlobalTracer [candidate] (240.068 ms) : 0, 240068
AppSec [baseline] (54.711 ms) : 0, 54711
AppSec [candidate] (54.804 ms) : 0, 54804
Remote Config [baseline] (686.201 µs) : 0, 686
Remote Config [candidate] (693.034 µs) : 0, 693
Telemetry [baseline] (13.722 ms) : 0, 13722
Telemetry [candidate] (13.031 ms) : 0, 13031
section iast
BytebuddyAgent [baseline] (838.608 ms) : 0, 838608
BytebuddyAgent [candidate] (845.887 ms) : 0, 845887
GlobalTracer [baseline] (230.392 ms) : 0, 230392
GlobalTracer [candidate] (231.908 ms) : 0, 231908
IAST [baseline] (22.7 ms) : 0, 22700
IAST [candidate] (23.035 ms) : 0, 23035
AppSec [baseline] (56.318 ms) : 0, 56318
AppSec [candidate] (56.81 ms) : 0, 56810
Remote Config [baseline] (611.317 µs) : 0, 611
Remote Config [candidate] (633.397 µs) : 0, 633
Telemetry [baseline] (8.743 ms) : 0, 8743
Telemetry [candidate] (8.81 ms) : 0, 8810
section iast_HARDCODED_SECRET_DISABLED
BytebuddyAgent [baseline] (845.334 ms) : 0, 845334
BytebuddyAgent [candidate] (840.423 ms) : 0, 840423
GlobalTracer [baseline] (232.539 ms) : 0, 232539
GlobalTracer [candidate] (231.356 ms) : 0, 231356
IAST [baseline] (23.213 ms) : 0, 23213
IAST [candidate] (22.892 ms) : 0, 22892
AppSec [baseline] (56.784 ms) : 0, 56784
AppSec [candidate] (56.256 ms) : 0, 56256
Remote Config [baseline] (620.268 µs) : 0, 620
Remote Config [candidate] (613.257 µs) : 0, 613
Telemetry [baseline] (8.763 ms) : 0, 8763
Telemetry [candidate] (8.681 ms) : 0, 8681
section iast_TELEMETRY_OFF
BytebuddyAgent [baseline] (834.206 ms) : 0, 834206
BytebuddyAgent [candidate] (836.352 ms) : 0, 836352
GlobalTracer [baseline] (230.394 ms) : 0, 230394
GlobalTracer [candidate] (231.246 ms) : 0, 231246
IAST [baseline] (22.145 ms) : 0, 22145
IAST [candidate] (22.456 ms) : 0, 22456
AppSec [baseline] (55.724 ms) : 0, 55724
AppSec [candidate] (56.274 ms) : 0, 56274
Remote Config [baseline] (611.246 µs) : 0, 611
Remote Config [candidate] (616.035 µs) : 0, 616
Telemetry [baseline] (8.52 ms) : 0, 8520
Telemetry [candidate] (8.623 ms) : 0, 8623

Startup time reports for petclinic

gantt
    title petclinic - global startup overhead: candidate=1.48.0-SNAPSHOT~44de7eccac, baseline=1.48.0-SNAPSHOT~9c4ccdf54a

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.051 s) : 0, 1050726
Total [baseline] (10.557 s) : 0, 10557023
Agent [candidate] (1.042 s) : 0, 1042189
Total [candidate] (10.475 s) : 0, 10474626
section appsec
Agent [baseline] (1.197 s) : 0, 1196544
Total [baseline] (10.862 s) : 0, 10862422
Agent [candidate] (1.188 s) : 0, 1188238
Total [candidate] (10.784 s) : 0, 10784426
section iast
Agent [baseline] (1.179 s) : 0, 1179084
Total [baseline] (11.023 s) : 0, 11023440
Agent [candidate] (1.175 s) : 0, 1174536
Total [candidate] (11.018 s) : 0, 11017946
section profiling
Agent [baseline] (1.265 s) : 0, 1264555
Total [baseline] (10.916 s) : 0, 10916022
Agent [candidate] (1.265 s) : 0, 1265458
Total [candidate] (10.867 s) : 0, 10867455

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.051 s	-
Agent	appsec	1.197 s	145.818 ms (13.9%)
Agent	iast	1.179 s	128.358 ms (12.2%)
Agent	profiling	1.265 s	213.829 ms (20.4%)
Total	tracing	10.557 s	-
Total	appsec	10.862 s	305.399 ms (2.9%)
Total	iast	11.023 s	466.418 ms (4.4%)
Total	profiling	10.916 s	359.0 ms (3.4%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.042 s	-
Agent	appsec	1.188 s	146.049 ms (14.0%)
Agent	iast	1.175 s	132.347 ms (12.7%)
Agent	profiling	1.265 s	223.269 ms (21.4%)
Total	tracing	10.475 s	-
Total	appsec	10.784 s	309.8 ms (3.0%)
Total	iast	11.018 s	543.32 ms (5.2%)
Total	profiling	10.867 s	392.829 ms (3.8%)

gantt
    title petclinic - break down per module: candidate=1.48.0-SNAPSHOT~44de7eccac, baseline=1.48.0-SNAPSHOT~9c4ccdf54a

    dateFormat X
    axisFormat %s
section tracing
BytebuddyAgent [baseline] (724.619 ms) : 0, 724619
BytebuddyAgent [candidate] (719.009 ms) : 0, 719009
GlobalTracer [baseline] (240.931 ms) : 0, 240931
GlobalTracer [candidate] (240.172 ms) : 0, 240172
AppSec [baseline] (55.217 ms) : 0, 55217
AppSec [candidate] (54.832 ms) : 0, 54832
Remote Config [baseline] (699.95 µs) : 0, 700
Remote Config [candidate] (708.339 µs) : 0, 708
Telemetry [baseline] (13.158 ms) : 0, 13158
Telemetry [candidate] (11.478 ms) : 0, 11478
section appsec
BytebuddyAgent [baseline] (744.204 ms) : 0, 744204
BytebuddyAgent [candidate] (738.249 ms) : 0, 738249
GlobalTracer [baseline] (238.476 ms) : 0, 238476
GlobalTracer [candidate] (237.105 ms) : 0, 237105
AppSec [baseline] (177.666 ms) : 0, 177666
AppSec [candidate] (176.953 ms) : 0, 176953
Remote Config [baseline] (678.007 µs) : 0, 678
Remote Config [candidate] (665.703 µs) : 0, 666
Telemetry [baseline] (8.356 ms) : 0, 8356
Telemetry [candidate] (8.328 ms) : 0, 8328
IAST [baseline] (22.066 ms) : 0, 22066
IAST [candidate] (21.814 ms) : 0, 21814
section iast
BytebuddyAgent [baseline] (843.82 ms) : 0, 843820
BytebuddyAgent [candidate] (839.95 ms) : 0, 839950
GlobalTracer [baseline] (230.275 ms) : 0, 230275
GlobalTracer [candidate] (230.575 ms) : 0, 230575
AppSec [baseline] (56.663 ms) : 0, 56663
AppSec [candidate] (55.918 ms) : 0, 55918
Remote Config [baseline] (611.926 µs) : 0, 612
Remote Config [candidate] (609.352 µs) : 0, 609
Telemetry [baseline] (8.795 ms) : 0, 8795
Telemetry [candidate] (8.69 ms) : 0, 8690
IAST [baseline] (22.907 ms) : 0, 22907
IAST [candidate] (22.84 ms) : 0, 22840
section profiling
ProfilingAgent [baseline] (98.032 ms) : 0, 98032
ProfilingAgent [candidate] (96.574 ms) : 0, 96574
BytebuddyAgent [baseline] (710.165 ms) : 0, 710165
BytebuddyAgent [candidate] (711.408 ms) : 0, 711408
GlobalTracer [baseline] (350.542 ms) : 0, 350542
GlobalTracer [candidate] (352.576 ms) : 0, 352576
AppSec [baseline] (54.617 ms) : 0, 54617
AppSec [candidate] (53.749 ms) : 0, 53749
Remote Config [baseline] (715.79 µs) : 0, 716
Remote Config [candidate] (719.199 µs) : 0, 719
Telemetry [baseline] (8.942 ms) : 0, 8942
Telemetry [candidate] (8.916 ms) : 0, 8916
Profiling [baseline] (98.057 ms) : 0, 98057
Profiling [candidate] (96.598 ms) : 0, 96598

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
end_time	2025-03-20T13:23:11	2025-03-20T13:30:52
git_branch	master	duncan-harvey/azure-functions-trace-metrics
git_commit_date	1742469042	1742476110
git_commit_sha	`9c4ccdf`	`44de7ec`
release_version	1.48.0-SNAPSHOT~9c4ccdf54a	1.48.0-SNAPSHOT~44de7eccac
start_time	2025-03-20T13:22:56	2025-03-20T13:30:38

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1742477847	1742477847
ci_job_id	856842841	856842841
ci_pipeline_id	59446242	59446242
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-yaepk1w-project-304-concurrent-1-1l2ze2jw 6.8.0-1024-aws #26~22.04.1-Ubuntu SMP Wed Feb 19 06:54:57 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-yaepk1w-project-304-concurrent-1-1l2ze2jw 6.8.0-1024-aws #26~22.04.1-Ubuntu SMP Wed Feb 19 06:54:57 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
variant	iast	iast

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 14 metrics, 16 unstable metrics.

Request duration reports for petclinic

gantt
    title petclinic - request duration [CI 0.99] : candidate=1.48.0-SNAPSHOT~44de7eccac, baseline=1.48.0-SNAPSHOT~9c4ccdf54a
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.357 ms) : 1338, 1376
.   : milestone, 1357,
appsec (1.72 ms) : 1697, 1744
.   : milestone, 1720,
appsec_no_iast (1.714 ms) : 1690, 1739
.   : milestone, 1714,
code_origins (1.666 ms) : 1639, 1692
.   : milestone, 1666,
iast (1.503 ms) : 1479, 1527
.   : milestone, 1503,
profiling (1.506 ms) : 1482, 1530
.   : milestone, 1506,
tracing (1.474 ms) : 1449, 1499
.   : milestone, 1474,
section candidate
no_agent (1.347 ms) : 1327, 1366
.   : milestone, 1347,
appsec (1.722 ms) : 1698, 1745
.   : milestone, 1722,
appsec_no_iast (1.749 ms) : 1724, 1773
.   : milestone, 1749,
code_origins (1.655 ms) : 1628, 1682
.   : milestone, 1655,
iast (1.503 ms) : 1479, 1528
.   : milestone, 1503,
profiling (1.495 ms) : 1471, 1518
.   : milestone, 1495,
tracing (1.478 ms) : 1453, 1504
.   : milestone, 1478,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.357 ms [1.338 ms, 1.376 ms]	-
appsec	1.72 ms [1.697 ms, 1.744 ms]	363.481 µs (26.8%)
appsec_no_iast	1.714 ms [1.69 ms, 1.739 ms]	357.477 µs (26.3%)
code_origins	1.666 ms [1.639 ms, 1.692 ms]	308.678 µs (22.7%)
iast	1.503 ms [1.479 ms, 1.527 ms]	146.123 µs (10.8%)
profiling	1.506 ms [1.482 ms, 1.53 ms]	148.777 µs (11.0%)
tracing	1.474 ms [1.449 ms, 1.499 ms]	116.872 µs (8.6%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.347 ms [1.327 ms, 1.366 ms]	-
appsec	1.722 ms [1.698 ms, 1.745 ms]	375.042 µs (27.9%)
appsec_no_iast	1.749 ms [1.724 ms, 1.773 ms]	401.99 µs (29.9%)
code_origins	1.655 ms [1.628 ms, 1.682 ms]	308.286 µs (22.9%)
iast	1.503 ms [1.479 ms, 1.528 ms]	156.737 µs (11.6%)
profiling	1.495 ms [1.471 ms, 1.518 ms]	148.086 µs (11.0%)
tracing	1.478 ms [1.453 ms, 1.504 ms]	131.678 µs (9.8%)

Request duration reports for insecure-bank

gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.48.0-SNAPSHOT~44de7eccac, baseline=1.48.0-SNAPSHOT~9c4ccdf54a
    dateFormat X
    axisFormat %s
section baseline
no_agent (389.211 µs) : 366, 412
.   : milestone, 389,
iast (518.826 µs) : 497, 541
.   : milestone, 519,
iast_FULL (725.959 µs) : 704, 748
.   : milestone, 726,
iast_GLOBAL (555.369 µs) : 533, 577
.   : milestone, 555,
iast_HARDCODED_SECRET_DISABLED (506.368 µs) : 485, 528
.   : milestone, 506,
iast_INACTIVE (458.83 µs) : 438, 480
.   : milestone, 459,
iast_TELEMETRY_OFF (503.983 µs) : 482, 526
.   : milestone, 504,
tracing (458.025 µs) : 437, 479
.   : milestone, 458,
section candidate
no_agent (374.207 µs) : 354, 394
.   : milestone, 374,
iast (505.082 µs) : 483, 527
.   : milestone, 505,
iast_FULL (726.033 µs) : 704, 748
.   : milestone, 726,
iast_GLOBAL (551.598 µs) : 530, 573
.   : milestone, 552,
iast_HARDCODED_SECRET_DISABLED (503.7 µs) : 482, 525
.   : milestone, 504,
iast_INACTIVE (462.191 µs) : 441, 483
.   : milestone, 462,
iast_TELEMETRY_OFF (497.02 µs) : 475, 519
.   : milestone, 497,
tracing (447.177 µs) : 427, 468
.   : milestone, 447,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	389.211 µs [366.224 µs, 412.198 µs]	-
iast	518.826 µs [497.13 µs, 540.522 µs]	129.615 µs (33.3%)
iast_FULL	725.959 µs [704.016 µs, 747.902 µs]	336.748 µs (86.5%)
iast_GLOBAL	555.369 µs [533.423 µs, 577.316 µs]	166.158 µs (42.7%)
iast_HARDCODED_SECRET_DISABLED	506.368 µs [484.8 µs, 527.937 µs]	117.157 µs (30.1%)
iast_INACTIVE	458.83 µs [437.937 µs, 479.722 µs]	69.618 µs (17.9%)
iast_TELEMETRY_OFF	503.983 µs [481.659 µs, 526.306 µs]	114.771 µs (29.5%)
tracing	458.025 µs [436.791 µs, 479.258 µs]	68.814 µs (17.7%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	374.207 µs [354.019 µs, 394.395 µs]	-
iast	505.082 µs [483.375 µs, 526.789 µs]	130.875 µs (35.0%)
iast_FULL	726.033 µs [704.045 µs, 748.021 µs]	351.826 µs (94.0%)
iast_GLOBAL	551.598 µs [529.955 µs, 573.241 µs]	177.391 µs (47.4%)
iast_HARDCODED_SECRET_DISABLED	503.7 µs [482.191 µs, 525.208 µs]	129.493 µs (34.6%)
iast_INACTIVE	462.191 µs [440.953 µs, 483.429 µs]	87.984 µs (23.5%)
iast_TELEMETRY_OFF	497.02 µs [475.454 µs, 518.587 µs]	122.814 µs (32.8%)
tracing	447.177 µs [426.615 µs, 467.739 µs]	72.97 µs (19.5%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	duncan-harvey/azure-functions-trace-metrics
git_commit_date	1742469042	1742476110
git_commit_sha	`9c4ccdf`	`44de7ec`
release_version	1.48.0-SNAPSHOT~9c4ccdf54a	1.48.0-SNAPSHOT~44de7eccac

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1742478323	1742478323
ci_job_id	856842842	856842842
ci_pipeline_id	59446242	59446242
cpu_model	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version	Linux runner-yaepk1w-project-304-concurrent-2-jjzrterf 6.8.0-1024-aws #26~22.04.1-Ubuntu SMP Wed Feb 19 06:54:57 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux	Linux runner-yaepk1w-project-304-concurrent-2-jjzrterf 6.8.0-1024-aws #26~22.04.1-Ubuntu SMP Wed Feb 19 06:54:57 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux
variant	appsec	appsec

Summary

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

Execution time for tomcat

gantt
    title tomcat - execution time [CI 0.99] : candidate=1.48.0-SNAPSHOT~44de7eccac, baseline=1.48.0-SNAPSHOT~9c4ccdf54a
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.481 ms) : 1469, 1492
.   : milestone, 1481,
appsec (2.357 ms) : 2313, 2401
.   : milestone, 2357,
iast (2.121 ms) : 2065, 2177
.   : milestone, 2121,
iast_GLOBAL (2.17 ms) : 2114, 2226
.   : milestone, 2170,
profiling (1.972 ms) : 1928, 2016
.   : milestone, 1972,
tracing (1.965 ms) : 1922, 2008
.   : milestone, 1965,
section candidate
no_agent (1.477 ms) : 1465, 1488
.   : milestone, 1477,
appsec (2.36 ms) : 2315, 2404
.   : milestone, 2360,
iast (2.13 ms) : 2074, 2186
.   : milestone, 2130,
iast_GLOBAL (2.167 ms) : 2111, 2223
.   : milestone, 2167,
profiling (2.002 ms) : 1956, 2048
.   : milestone, 2002,
tracing (1.962 ms) : 1919, 2005
.   : milestone, 1962,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.481 ms [1.469 ms, 1.492 ms]	-
appsec	2.357 ms [2.313 ms, 2.401 ms]	876.902 µs (59.2%)
iast	2.121 ms [2.065 ms, 2.177 ms]	640.412 µs (43.3%)
iast_GLOBAL	2.17 ms [2.114 ms, 2.226 ms]	689.023 µs (46.5%)
profiling	1.972 ms [1.928 ms, 2.016 ms]	491.195 µs (33.2%)
tracing	1.965 ms [1.922 ms, 2.008 ms]	484.774 µs (32.7%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.477 ms [1.465 ms, 1.488 ms]	-
appsec	2.36 ms [2.315 ms, 2.404 ms]	883.188 µs (59.8%)
iast	2.13 ms [2.074 ms, 2.186 ms]	653.561 µs (44.3%)
iast_GLOBAL	2.167 ms [2.111 ms, 2.223 ms]	690.925 µs (46.8%)
profiling	2.002 ms [1.956 ms, 2.048 ms]	525.558 µs (35.6%)
tracing	1.962 ms [1.919 ms, 2.005 ms]	485.642 µs (32.9%)

Execution time for biojava

gantt
    title biojava - execution time [CI 0.99] : candidate=1.48.0-SNAPSHOT~44de7eccac, baseline=1.48.0-SNAPSHOT~9c4ccdf54a
    dateFormat X
    axisFormat %s
section baseline
no_agent (14.924 s) : 14924000, 14924000
.   : milestone, 14924000,
appsec (14.894 s) : 14894000, 14894000
.   : milestone, 14894000,
iast (18.763 s) : 18763000, 18763000
.   : milestone, 18763000,
iast_GLOBAL (18.158 s) : 18158000, 18158000
.   : milestone, 18158000,
profiling (15.007 s) : 15007000, 15007000
.   : milestone, 15007000,
tracing (14.925 s) : 14925000, 14925000
.   : milestone, 14925000,
section candidate
no_agent (15.563 s) : 15563000, 15563000
.   : milestone, 15563000,
appsec (15.224 s) : 15224000, 15224000
.   : milestone, 15224000,
iast (19.028 s) : 19028000, 19028000
.   : milestone, 19028000,
iast_GLOBAL (17.936 s) : 17936000, 17936000
.   : milestone, 17936000,
profiling (14.882 s) : 14882000, 14882000
.   : milestone, 14882000,
tracing (15.194 s) : 15194000, 15194000
.   : milestone, 15194000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	14.924 s [14.924 s, 14.924 s]	-
appsec	14.894 s [14.894 s, 14.894 s]	-30.0 ms (-0.2%)
iast	18.763 s [18.763 s, 18.763 s]	3.839 s (25.7%)
iast_GLOBAL	18.158 s [18.158 s, 18.158 s]	3.234 s (21.7%)
profiling	15.007 s [15.007 s, 15.007 s]	83.0 ms (0.6%)
tracing	14.925 s [14.925 s, 14.925 s]	1.0 ms (0.0%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.563 s [15.563 s, 15.563 s]	-
appsec	15.224 s [15.224 s, 15.224 s]	-339.0 ms (-2.2%)
iast	19.028 s [19.028 s, 19.028 s]	3.465 s (22.3%)
iast_GLOBAL	17.936 s [17.936 s, 17.936 s]	2.373 s (15.2%)
profiling	14.882 s [14.882 s, 14.882 s]	-681.0 ms (-4.4%)
tracing	15.194 s [15.194 s, 15.194 s]	-369.0 ms (-2.4%)

| Package | Type | Package file | Manager | Update | Change | |---|---|---|---|---|---| | org.flywaydb.flyway | plugin | misk/gradle/libs.versions.toml | gradle | minor | `11.6.0` -> `11.7.0` | | [com.squareup.okio:okio-fakefilesystem](https://github.com/square/okio) | dependencies | misk/gradle/libs.versions.toml | gradle | minor | `3.10.2` -> `3.11.0` | | [com.squareup.okio:okio](https://github.com/square/okio) | dependencies | misk/gradle/libs.versions.toml | gradle | minor | `3.10.2` -> `3.11.0` | | [com.autonomousapps.dependency-analysis](https://github.com/autonomousapps/dependency-analysis-android-gradle-plugin) | plugin | misk/gradle/libs.versions.toml | gradle | minor | `2.15.0` -> `2.16.0` | | [com.datadoghq:dd-trace-api](https://github.com/datadog/dd-trace-java) | dependencies | misk/gradle/libs.versions.toml | gradle | minor | `1.47.3` -> `1.48.1` | | [com.datadoghq:dd-trace-ot](https://github.com/datadog/dd-trace-java) | dependencies | misk/gradle/libs.versions.toml | gradle | minor | `1.47.3` -> `1.48.1` | | [software.amazon.awssdk:sdk-core](https://aws.amazon.com/sdkforjava) | dependencies | misk/gradle/libs.versions.toml | gradle | patch | `2.31.18` -> `2.31.20` | | [software.amazon.awssdk:sqs](https://aws.amazon.com/sdkforjava) | dependencies | misk/gradle/libs.versions.toml | gradle | patch | `2.31.18` -> `2.31.20` | | [software.amazon.awssdk:dynamodb-enhanced](https://aws.amazon.com/sdkforjava) | dependencies | misk/gradle/libs.versions.toml | gradle | patch | `2.31.18` -> `2.31.20` | | [software.amazon.awssdk:dynamodb](https://aws.amazon.com/sdkforjava) | dependencies | misk/gradle/libs.versions.toml | gradle | patch | `2.31.18` -> `2.31.20` | | [software.amazon.awssdk:aws-core](https://aws.amazon.com/sdkforjava) | dependencies | misk/gradle/libs.versions.toml | gradle | patch | `2.31.18` -> `2.31.20` | | [software.amazon.awssdk:bom](https://aws.amazon.com/sdkforjava) | dependencies | misk/gradle/libs.versions.toml | gradle | patch | `2.31.18` -> `2.31.20` | | [software.amazon.awssdk:auth](https://aws.amazon.com/sdkforjava) | dependencies | misk/gradle/libs.versions.toml | gradle | patch | `2.31.18` -> `2.31.20` | --- ### Release Notes <details> <summary>square/okio (com.squareup.okio:okio-fakefilesystem)</summary> ### [`v3.11.0`](https://github.com/square/okio/blob/HEAD/CHANGELOG.md#Version-3110) *2025-04-09* - Fix: Clear the deflater's byte array reference - New: Faster implementation of `String.decodeHex()` on Kotlin/JS. - New: Declare `EXACTLY_ONCE` execution for blocks like `Closeable.use {}` and `FileSystem.read {}`. - Upgrade: \[Kotlin 2.1.20]\[kotlin\_2\_1\_20]. </details> <details> <summary>autonomousapps/dependency-analysis-android-gradle-plugin (com.autonomousapps.dependency-analysis)</summary> ### [`v2.16.0`](https://github.com/autonomousapps/dependency-analysis-android-gradle-plugin/blob/HEAD/CHANGELOG.md#Version-2160) - \[Feat]: support `com.android.test` projects. - \[Feat]: support typesafe project accessors with opt-in. ```kotlin dependencyAnalysis { useTypesafeProjectAccessors(true) // false by default } ``` </details> <details> <summary>datadog/dd-trace-java (com.datadoghq:dd-trace-api)</summary> ### [`v1.48.1`](https://github.com/DataDog/dd-trace-java/releases/tag/v1.48.1): 1.48.1 ### Components #### Tracer internal logging - 🐛 Remove print line causing unnecessary logs ([#8687](DataDog/dd-trace-java#8687) - [@sarahchen6](https://github.com/sarahchen6)) ### [`v1.48.0`](https://github.com/DataDog/dd-trace-java/releases/tag/v1.48.0): 1.48.0 ### Known Bugs > \[!NOTE] > If you are experiencing issues with spamming timeout logs, please update to the [latest version](https://github.com/DataDog/dd-trace-java/releases/latest) or set [JDK_SOCKET_ENABLED](https://github.com/DataDog/dd-trace-java/blob/33fc3c9a9b7cda3beda88b8b3e5224ae2b10764a/dd-trace-api/src/main/java/datadog/trace/api/config/GeneralConfig.java#L98) to false. ### Components #### Application Security Management (IAST) - ✨ Fix vulnerability location org.jose4j.lang.HashUtil ([#8610](DataDog/dd-trace-java#8610) - [@jandro996](https://github.com/jandro996)) - ✨ Fix weak randomness in oracle.ucp.util.OpaqueString ([#8609](DataDog/dd-trace-java#8609) - [@jandro996](https://github.com/jandro996)) - ✨ Fix weak hash false positive in oracle.security.o5logon.O5Logon ([#8608](DataDog/dd-trace-java#8608) - [@jandro996](https://github.com/jandro996)) - 🐛 Prevent before callsites targeting constructors in super calls ([#8549](DataDog/dd-trace-java#8549) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) #### Application Security Management (WAF) - ✨ Update login events public SDK to V2 ([#8620](DataDog/dd-trace-java#8620) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) - 🐛 Send RASP LFI capability only when AppSec is statically enabled ([#8573](DataDog/dd-trace-java#8573) - [@jandro996](https://github.com/jandro996)) - ✨ Improve detection of missing request end events ([#8510](DataDog/dd-trace-java#8510) - [@smola](https://github.com/smola)) - 🧹 Remove remote configuration for API Security sampling rate ([#8486](DataDog/dd-trace-java#8486) - [@smola](https://github.com/smola)) - ✨ Add setUser to user monitoring SDK ([#8482](DataDog/dd-trace-java#8482) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) - ✨ Add missing address for signup event ([#8469](DataDog/dd-trace-java#8469) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) - ✨ Allow login events SDK to be used with appsec disabled ([#8464](DataDog/dd-trace-java#8464) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) - ✨ Add support for endpoint discovery in spring mvc ([#8352](DataDog/dd-trace-java#8352) - [@manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) - ✨ New API Security sampling algorithm ([#8178](DataDog/dd-trace-java#8178) - [@ValentinZakharov](https://github.com/ValentinZakharov)) #### Build & Tooling - ✨ Add buffer size customizability to JDK UDS support ([#8629](DataDog/dd-trace-java#8629) - [@sarahchen6](https://github.com/sarahchen6)) - ✨ Add JDK built-in support for UDS on Java 16+ ([#8314](DataDog/dd-trace-java#8314) - [@sarahchen6](https://github.com/sarahchen6)) #### Configuration at Runtime - 🐛 Send RASP LFI capability only when AppSec is statically enabled ([#8573](DataDog/dd-trace-java#8573) - [@jandro996](https://github.com/jandro996)) #### Continuous Integration Visibility - 🐛 Prevent double reporting of Scalatest events when using SBT with test forking ([#8682](DataDog/dd-trace-java#8682) - [@nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - 🐛 Shutdown CI Visibility test event handlers before tracer ([#8677](DataDog/dd-trace-java#8677) - [@nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - 🐛 Do not apply JUnit 4 instrumentation to MUnit runners ([#8675](DataDog/dd-trace-java#8675), [#8683](DataDog/dd-trace-java#8683) - [@nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - ✨ Remove error log when source path resolution fails on isModified check ([#8663](DataDog/dd-trace-java#8663) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - ✨ Implement tests reordering for JUnit 4 ([#8650](DataDog/dd-trace-java#8650) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - 🐛 Set default Attempt to Fix retries if none provided from the backend ([#8615](DataDog/dd-trace-java#8615) - [@daniel-mohedano](https://github.com/daniel-mohedano)) - ✨ Allow to manually set PR info ([#8566](DataDog/dd-trace-java#8566) - [@nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - 🐛 Fix Test Optimization init when repo root cannot be determined ([#8533](DataDog/dd-trace-java#8533) - [@nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - ✨ Add capabilities tagging ([#8499](DataDog/dd-trace-java#8499), [#8540](DataDog/dd-trace-java#8540) - [@daniel-mohedano](https://github.com/daniel-mohedano)) #### Crash tracking - 🐛 Remove dependency on bash from crash/oome uploder scripts ([#8652](DataDog/dd-trace-java#8652) - [@jbachorik](https://github.com/jbachorik)) #### Data Streams Monitoring - ✨ e2e pipeline configuration when data jobs is enabled ([#8553](DataDog/dd-trace-java#8553) - [@kr-igor](https://github.com/kr-igor)) #### Dynamic Instrumentation - 🐛 Fix In-Product when config is empty ([#8679](DataDog/dd-trace-java#8679) - [@jpbempel](https://github.com/jpbempel)) - ✨ Add support for filtering shaded third-party libs ([#8612](DataDog/dd-trace-java#8612) - [@jpbempel](https://github.com/jpbempel)) - ✨ Add In-Product Enablement ([#8587](DataDog/dd-trace-java#8587) - [@jpbempel](https://github.com/jpbempel)) - ✨⚡ Reduce footprint of SourceFile tracking ([#8524](DataDog/dd-trace-java#8524) - [@jpbempel](https://github.com/jpbempel)) - ✨⚡ Optimize the SourceFile tracking ([#8520](DataDog/dd-trace-java#8520) - [@jpbempel](https://github.com/jpbempel)) #### OpenTracing - 🧹 Remove activeScope() use in OpenTracing shim ([#8478](DataDog/dd-trace-java#8478) - [@mcculls](https://github.com/mcculls)) #### Profiling - ✨ Add profiler env check command to AgentCLI ([#8671](DataDog/dd-trace-java#8671) - [@jbachorik](https://github.com/jbachorik)) - ✨ Bump ddprof to 1.23.0 ([#8668](DataDog/dd-trace-java#8668) - [@jbachorik](https://github.com/jbachorik)) - Fix a crash related to ElfParser::loadSymbolTable ([#191](DataDog/dd-trace-java#191)) by [@yanglong1010](https://github.com/yanglong1010) in DataDog/java-profiler#192 - Unwind String.indexOf intrinsic on AArch64 by [@MattAlp](https://github.com/MattAlp) in DataDog/java-profiler#193 - Fix Java 24 support by [@jbachorik](https://github.com/jbachorik) in DataDog/java-profiler#194 - A set of fixes related to clang, aarch64 and musl pecularities of vmstructs stack unwinder by [@jbachorik](https://github.com/jbachorik) in DataDog/java-profiler#199 - 🐛 Remove process information from JFR recording ([#8661](DataDog/dd-trace-java#8661) - [@r1viollet](https://github.com/r1viollet)) - 🐛 Make TempLocationManager USER aware ([#8605](DataDog/dd-trace-java#8605) - [@jbachorik](https://github.com/jbachorik)) - ✨ Extract git tags from embedded git.properties and datadog_git.properties ([#8561](DataDog/dd-trace-java#8561) - [@wmouchere](https://github.com/wmouchere)) #### Telemetry - 🐛 Fix appsec.rasp.error and appsec.waf.error telemetry metrics ([#8624](DataDog/dd-trace-java#8624) - [@jandro996](https://github.com/jandro996)) - ✨ Create metric: appsec.rasp.rule.skipped ([#8618](DataDog/dd-trace-java#8618) - [@jandro996](https://github.com/jandro996)) - ✨ Extract git tags from embedded git.properties and datadog_git.properties ([#8561](DataDog/dd-trace-java#8561) - [@wmouchere](https://github.com/wmouchere)) #### Testing - 🧹 Simplify ssi tests one-pipeline ([#8558](DataDog/dd-trace-java#8558) - [@robertomonteromiguel](https://github.com/robertomonteromiguel)) - ✨ Add smoke tests for java's concurrent API ([#8438](DataDog/dd-trace-java#8438) - [@sarahchen6](https://github.com/sarahchen6)) #### Trace context propagation - ✨ Adding Support for `TRACE_PROPAGATION_BEHAVIOR_EXTRACT` ([#8535](DataDog/dd-trace-java#8535) - [@mhlidd](https://github.com/mhlidd)) #### Tracer core - 🐛 Ensure shaded helpers have unique names ([#8559](DataDog/dd-trace-java#8559) - [@amarziali](https://github.com/amarziali)) - ✨ Support common config sources for user-provided git info ([#8547](DataDog/dd-trace-java#8547) - [@nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - ✨ Make the default config sources more robust when a security manager is installed ([#8544](DataDog/dd-trace-java#8544) - [@mcculls](https://github.com/mcculls)) - ✨ Support targeting services with configurations in stable configuration file ([#8526](DataDog/dd-trace-java#8526) - [@mtoffl01](https://github.com/mtoffl01)) - ✨ Add new parser for `DD_TAGS` and prioritizing `DD_SERVICE` ([#8296](DataDog/dd-trace-java#8296) - [@mhlidd](https://github.com/mhlidd)) #### Tracer internal logging - 🐛 Add missing debug log for the cloudPayloadTaggingServices config ([#8600](DataDog/dd-trace-java#8600) - [@ygree](https://github.com/ygree)) - ✨ Add the possibility to output the logs of the Java tracer in JSON ([#8083](DataDog/dd-trace-java#8083) - [@cecile75](https://github.com/cecile75)) #### Tracer public API - ✨ Introducing `DD_TRACE_EXPERIMENTAL_FEATURES_ENABLED` Config ([#8536](DataDog/dd-trace-java#8536) - [@mhlidd](https://github.com/mhlidd)) - ✨ Config Consistency Round 2 ([#8489](DataDog/dd-trace-java#8489) - [@mhlidd](https://github.com/mhlidd)) ### Instrumentations #### - 🐛 Fix NPE in getMdcCopy of LoggingEventInstrumentation ([#8599](DataDog/dd-trace-java#8599) - [@ygree](https://github.com/ygree)) #### Apache Spark instrumentation - ✨ Instrument Runtime.exit() to finish spark application spans ([#8572](DataDog/dd-trace-java#8572) - [@paul-laffon-dd](https://github.com/paul-laffon-dd)) - ✨ Configure OpenLineage if present in Spark instrumentation ([#8541](DataDog/dd-trace-java#8541) - [@mobuchowski](https://github.com/mobuchowski)) #### Armeria Instrumentation - ✨ Support armeria grpc 1.32.3 ([#8606](DataDog/dd-trace-java#8606) - [@github-actions](https://github.com/github-actions)\[bot]) #### AWS DynamoDB Instrumentation - ✨ Create DynamoDB instrumentation + add span pointers for `updateItem` and `deleteItem` ([#8490](DataDog/dd-trace-java#8490) - [@nhulston](https://github.com/nhulston)) #### AWS SDK instrumentation - ✨ Add DynamoDB in DEFAULT_TRACE_CLOUD_PAYLOAD_TAGGING_SERVICES ([#8595](DataDog/dd-trace-java#8595) - [@joeyzhao2018](https://github.com/joeyzhao2018)) #### Azure Functions instrumentation - ✨ Enable tracer computed trace metrics by default for Azure Functions ([#8518](DataDog/dd-trace-java#8518) - [@duncanpharvey](https://github.com/duncanpharvey)) - 💡 Add azure-functions instrumentation ([#8432](DataDog/dd-trace-java#8432) - [@duncanpharvey](https://github.com/duncanpharvey)) #### Core Java language instrumentation - 🐛 Fix ForkJoinPool.execute() instrumentation on Java 21+ ([#8560](DataDog/dd-trace-java#8560) - 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enable tracer computed trace metrics by default for Azure Functions

867d1d1

duncanpharvey added type: enhancement comp: core Tracer core labels Mar 6, 2025

duncanpharvey and others added 2 commits March 17, 2025 09:34

add comment for enabling tracer computed trace metrics by default for…

7420877

… Azure Functions

Merge branch 'master' into duncan-harvey/azure-functions-trace-metrics

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duncanpharvey marked this pull request as ready for review March 17, 2025 13:36

duncanpharvey requested a review from a team as a code owner March 17, 2025 13:36

duncanpharvey requested a review from ygree March 17, 2025 13:36

jcstorms1 approved these changes Mar 17, 2025

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PerfectSlayer added inst: azure-functions Azure Functions instrumentation and removed comp: core Tracer core labels Mar 17, 2025

Merge branch 'master' into duncan-harvey/azure-functions-trace-metrics

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lucaspimentel approved these changes Mar 19, 2025

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duncanpharvey enabled auto-merge (squash) March 19, 2025 14:09

duncanpharvey added 3 commits March 19, 2025 11:44

Merge branch 'master' into duncan-harvey/azure-functions-trace-metrics

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Merge branch 'master' into duncan-harvey/azure-functions-trace-metrics

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Merge branch 'master' into duncan-harvey/azure-functions-trace-metrics

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duncanpharvey merged commit 563b2c9 into master Mar 20, 2025
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Enable tracer computed trace metrics by default for Azure Functions #8518

Enable tracer computed trace metrics by default for Azure Functions #8518

duncanpharvey commented Mar 6, 2025 •

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Enable tracer computed trace metrics by default for Azure Functions #8518

Enable tracer computed trace metrics by default for Azure Functions #8518

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