Removing Wrong Spark Spans for Inactive Databricks Clusters by larakulkarni1 · Pull Request #10651 · DataDog/dd-trace-java

larakulkarni1 · 2026-02-20T19:14:45Z

What Does This Do

Motivation

Additional Notes

Contributor Checklist

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Jira ticket: [PROJ-IDENT]

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pr-commenter · 2026-02-20T19:57:29Z

Benchmarks

Startup

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	lara.kulkarni/updatingTheSparkSPans
git_commit_date	1771530866	1771617797
git_commit_sha	`af8b844`	`811d024`
release_version	1.60.0-SNAPSHOT~af8b84438c	1.60.0-SNAPSHOT~811d024bec

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1771619717	1771619717
ci_job_id	1444534386	1444534386
ci_pipeline_id	97969788	97969788
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-xpy0hkak 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-xpy0hkak 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 1 performance regressions! Performance is the same for 59 metrics, 11 unstable metrics.

scenario	Δ mean execution_time	candidate mean execution_time	baseline mean execution_time
scenario:startup:petclinic:iast:Debugger	worse [+2.773ms; +8.269ms] or [+4.301%; +12.824%]	70.000ms	64.480ms

Startup time reports for petclinic

gantt
    title petclinic - global startup overhead: candidate=1.60.0-SNAPSHOT~811d024bec, baseline=1.60.0-SNAPSHOT~af8b84438c

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.063 s) : 0, 1062999
Total [baseline] (10.865 s) : 0, 10865030
Agent [candidate] (1.068 s) : 0, 1067865
Total [candidate] (10.945 s) : 0, 10944970
section appsec
Agent [baseline] (1.235 s) : 0, 1235013
Total [baseline] (11.027 s) : 0, 11027317
Agent [candidate] (1.235 s) : 0, 1235344
Total [candidate] (10.927 s) : 0, 10926568
section iast
Agent [baseline] (1.23 s) : 0, 1229751
Total [baseline] (11.221 s) : 0, 11221469
Agent [candidate] (1.236 s) : 0, 1235875
Total [candidate] (11.174 s) : 0, 11173811
section profiling
Agent [baseline] (1.198 s) : 0, 1198328
Total [baseline] (10.899 s) : 0, 10899005
Agent [candidate] (1.197 s) : 0, 1196619
Total [candidate] (10.932 s) : 0, 10931542

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.063 s	-
Agent	appsec	1.235 s	172.014 ms (16.2%)
Agent	iast	1.23 s	166.753 ms (15.7%)
Agent	profiling	1.198 s	135.329 ms (12.7%)
Total	tracing	10.865 s	-
Total	appsec	11.027 s	162.287 ms (1.5%)
Total	iast	11.221 s	356.44 ms (3.3%)
Total	profiling	10.899 s	33.976 ms (0.3%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.068 s	-
Agent	appsec	1.235 s	167.479 ms (15.7%)
Agent	iast	1.236 s	168.01 ms (15.7%)
Agent	profiling	1.197 s	128.754 ms (12.1%)
Total	tracing	10.945 s	-
Total	appsec	10.927 s	-18.402 ms (-0.2%)
Total	iast	11.174 s	228.841 ms (2.1%)
Total	profiling	10.932 s	-13.428 ms (-0.1%)

gantt
    title petclinic - break down per module: candidate=1.60.0-SNAPSHOT~811d024bec, baseline=1.60.0-SNAPSHOT~af8b84438c

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.19 ms) : 0, 1190
crashtracking [candidate] (1.189 ms) : 0, 1189
BytebuddyAgent [baseline] (626.034 ms) : 0, 626034
BytebuddyAgent [candidate] (628.116 ms) : 0, 628116
AgentMeter [baseline] (28.948 ms) : 0, 28948
AgentMeter [candidate] (29.334 ms) : 0, 29334
GlobalTracer [baseline] (256.914 ms) : 0, 256914
GlobalTracer [candidate] (259.215 ms) : 0, 259215
AppSec [baseline] (32.956 ms) : 0, 32956
AppSec [candidate] (33.289 ms) : 0, 33289
Debugger [baseline] (65.978 ms) : 0, 65978
Debugger [candidate] (63.965 ms) : 0, 63965
Remote Config [baseline] (613.912 µs) : 0, 614
Remote Config [candidate] (634.523 µs) : 0, 635
Telemetry [baseline] (9.775 ms) : 0, 9775
Telemetry [candidate] (10.761 ms) : 0, 10761
Flare Poller [baseline] (4.556 ms) : 0, 4556
Flare Poller [candidate] (5.287 ms) : 0, 5287
section appsec
crashtracking [baseline] (1.208 ms) : 0, 1208
crashtracking [candidate] (1.186 ms) : 0, 1186
BytebuddyAgent [baseline] (655.26 ms) : 0, 655260
BytebuddyAgent [candidate] (655.428 ms) : 0, 655428
AgentMeter [baseline] (11.955 ms) : 0, 11955
AgentMeter [candidate] (11.953 ms) : 0, 11953
GlobalTracer [baseline] (257.216 ms) : 0, 257216
GlobalTracer [candidate] (257.741 ms) : 0, 257741
AppSec [baseline] (167.776 ms) : 0, 167776
AppSec [candidate] (167.823 ms) : 0, 167823
Debugger [baseline] (66.445 ms) : 0, 66445
Debugger [candidate] (66.13 ms) : 0, 66130
Remote Config [baseline] (653.729 µs) : 0, 654
Remote Config [candidate] (642.588 µs) : 0, 643
Telemetry [baseline] (9.454 ms) : 0, 9454
Telemetry [candidate] (9.248 ms) : 0, 9248
Flare Poller [baseline] (3.676 ms) : 0, 3676
Flare Poller [candidate] (3.66 ms) : 0, 3660
IAST [baseline] (25.429 ms) : 0, 25429
IAST [candidate] (25.558 ms) : 0, 25558
section iast
crashtracking [baseline] (1.19 ms) : 0, 1190
crashtracking [candidate] (1.197 ms) : 0, 1197
BytebuddyAgent [baseline] (794.22 ms) : 0, 794220
BytebuddyAgent [candidate] (799.813 ms) : 0, 799813
AgentMeter [baseline] (11.319 ms) : 0, 11319
AgentMeter [candidate] (11.553 ms) : 0, 11553
GlobalTracer [baseline] (247.456 ms) : 0, 247456
GlobalTracer [candidate] (247.024 ms) : 0, 247024
AppSec [baseline] (35.723 ms) : 0, 35723
AppSec [candidate] (30.699 ms) : 0, 30699
Debugger [baseline] (64.48 ms) : 0, 64480
Debugger [candidate] (70.0 ms) : 0, 70000
Remote Config [baseline] (535.001 µs) : 0, 535
Remote Config [candidate] (543.309 µs) : 0, 543
Telemetry [baseline] (8.513 ms) : 0, 8513
Telemetry [candidate] (8.65 ms) : 0, 8650
Flare Poller [baseline] (3.389 ms) : 0, 3389
Flare Poller [candidate] (3.448 ms) : 0, 3448
IAST [baseline] (26.949 ms) : 0, 26949
IAST [candidate] (26.758 ms) : 0, 26758
section profiling
ProfilingAgent [baseline] (99.718 ms) : 0, 99718
ProfilingAgent [candidate] (99.072 ms) : 0, 99072
crashtracking [baseline] (1.193 ms) : 0, 1193
crashtracking [candidate] (1.196 ms) : 0, 1196
BytebuddyAgent [baseline] (686.282 ms) : 0, 686282
BytebuddyAgent [candidate] (686.088 ms) : 0, 686088
AgentMeter [baseline] (8.595 ms) : 0, 8595
AgentMeter [candidate] (8.568 ms) : 0, 8568
GlobalTracer [baseline] (217.064 ms) : 0, 217064
GlobalTracer [candidate] (216.951 ms) : 0, 216951
AppSec [baseline] (32.893 ms) : 0, 32893
AppSec [candidate] (32.787 ms) : 0, 32787
Debugger [baseline] (67.706 ms) : 0, 67706
Debugger [candidate] (67.488 ms) : 0, 67488
Remote Config [baseline] (643.159 µs) : 0, 643
Remote Config [candidate] (637.087 µs) : 0, 637
Telemetry [baseline] (9.236 ms) : 0, 9236
Telemetry [candidate] (9.075 ms) : 0, 9075
Flare Poller [baseline] (3.838 ms) : 0, 3838
Flare Poller [candidate] (3.763 ms) : 0, 3763
Profiling [baseline] (100.299 ms) : 0, 100299
Profiling [candidate] (99.657 ms) : 0, 99657

Startup time reports for insecure-bank

gantt
    title insecure-bank - global startup overhead: candidate=1.60.0-SNAPSHOT~811d024bec, baseline=1.60.0-SNAPSHOT~af8b84438c

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.062 s) : 0, 1061990
Total [baseline] (8.738 s) : 0, 8738166
Agent [candidate] (1.067 s) : 0, 1066618
Total [candidate] (8.758 s) : 0, 8757974
section iast
Agent [baseline] (1.233 s) : 0, 1232696
Total [baseline] (9.379 s) : 0, 9378924
Agent [candidate] (1.239 s) : 0, 1238816
Total [candidate] (9.394 s) : 0, 9393552

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.062 s	-
Agent	iast	1.233 s	170.706 ms (16.1%)
Total	tracing	8.738 s	-
Total	iast	9.379 s	640.757 ms (7.3%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.067 s	-
Agent	iast	1.239 s	172.198 ms (16.1%)
Total	tracing	8.758 s	-
Total	iast	9.394 s	635.578 ms (7.3%)

gantt
    title insecure-bank - break down per module: candidate=1.60.0-SNAPSHOT~811d024bec, baseline=1.60.0-SNAPSHOT~af8b84438c

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.197 ms) : 0, 1197
crashtracking [candidate] (1.217 ms) : 0, 1217
BytebuddyAgent [baseline] (626.498 ms) : 0, 626498
BytebuddyAgent [candidate] (628.325 ms) : 0, 628325
AgentMeter [baseline] (29.001 ms) : 0, 29001
AgentMeter [candidate] (29.067 ms) : 0, 29067
GlobalTracer [baseline] (256.954 ms) : 0, 256954
GlobalTracer [candidate] (257.628 ms) : 0, 257628
AppSec [baseline] (32.925 ms) : 0, 32925
AppSec [candidate] (33.008 ms) : 0, 33008
Debugger [baseline] (64.216 ms) : 0, 64216
Debugger [candidate] (65.168 ms) : 0, 65168
Remote Config [baseline] (623.02 µs) : 0, 623
Remote Config [candidate] (630.979 µs) : 0, 631
Telemetry [baseline] (9.054 ms) : 0, 9054
Telemetry [candidate] (9.837 ms) : 0, 9837
Flare Poller [baseline] (5.417 ms) : 0, 5417
Flare Poller [candidate] (5.393 ms) : 0, 5393
section iast
crashtracking [baseline] (1.198 ms) : 0, 1198
crashtracking [candidate] (1.206 ms) : 0, 1206
BytebuddyAgent [baseline] (798.193 ms) : 0, 798193
BytebuddyAgent [candidate] (801.48 ms) : 0, 801480
AgentMeter [baseline] (11.54 ms) : 0, 11540
AgentMeter [candidate] (11.563 ms) : 0, 11563
GlobalTracer [baseline] (247.651 ms) : 0, 247651
GlobalTracer [candidate] (248.813 ms) : 0, 248813
AppSec [baseline] (32.16 ms) : 0, 32160
AppSec [candidate] (34.081 ms) : 0, 34081
Debugger [baseline] (66.504 ms) : 0, 66504
Debugger [candidate] (65.73 ms) : 0, 65730
Remote Config [baseline] (531.556 µs) : 0, 532
Remote Config [candidate] (552.653 µs) : 0, 553
Telemetry [baseline] (8.491 ms) : 0, 8491
Telemetry [candidate] (8.596 ms) : 0, 8596
Flare Poller [baseline] (3.39 ms) : 0, 3390
Flare Poller [candidate] (3.417 ms) : 0, 3417
IAST [baseline] (26.889 ms) : 0, 26889
IAST [candidate] (27.193 ms) : 0, 27193

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	lara.kulkarni/updatingTheSparkSPans
git_commit_date	1771530866	1771617797
git_commit_sha	`af8b844`	`811d024`
release_version	1.60.0-SNAPSHOT~af8b84438c	1.60.0-SNAPSHOT~811d024bec

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1771620365	1771620365
ci_job_id	1444534387	1444534387
ci_pipeline_id	97969788	97969788
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-vwhxvsmn 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-vwhxvsmn 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 16 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:insecure-bank:iast_GLOBAL:high_load	better [-250.558µs; -162.789µs] or [-8.952%; -5.816%]	unsure [-496.115µs; -108.074µs] or [-6.372%; -1.388%]	unstable [-71.060op/s; +199.122op/s] or [-5.441%; +15.247%]	2.592ms	7.484ms	1369.969op/s	2.799ms	7.786ms	1305.938op/s
scenario:load:petclinic:iast:high_load	worse [+492.443µs; +1303.182µs] or [+2.819%; +7.461%]	unsure [+0.336ms; +1.949ms] or [+1.174%; +6.807%]	unstable [-37.511op/s; +12.136op/s] or [-14.286%; +4.622%]	18.363ms	29.777ms	249.875op/s	17.466ms	28.634ms	262.562op/s
scenario:load:petclinic:code_origins:high_load	worse [+365.464µs; +1136.061µs] or [+2.095%; +6.511%]	unsure [+0.455ms; +1.590ms] or [+1.586%; +5.547%]	unstable [-37.237op/s; +12.237op/s] or [-14.138%; +4.646%]	18.199ms	29.684ms	250.875op/s	17.448ms	28.662ms	263.375op/s

Request duration reports for insecure-bank

gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~811d024bec, baseline=1.60.0-SNAPSHOT~af8b84438c
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.19 ms) : 1178, 1201
.   : milestone, 1190,
iast (3.293 ms) : 3248, 3339
.   : milestone, 3293,
iast_FULL (5.821 ms) : 5763, 5879
.   : milestone, 5821,
iast_GLOBAL (3.51 ms) : 3460, 3561
.   : milestone, 3510,
profiling (2.027 ms) : 2009, 2044
.   : milestone, 2027,
tracing (1.812 ms) : 1796, 1827
.   : milestone, 1812,
section candidate
no_agent (1.176 ms) : 1164, 1187
.   : milestone, 1176,
iast (3.221 ms) : 3179, 3263
.   : milestone, 3221,
iast_FULL (5.841 ms) : 5782, 5899
.   : milestone, 5841,
iast_GLOBAL (3.344 ms) : 3288, 3399
.   : milestone, 3344,
profiling (2.084 ms) : 2065, 2103
.   : milestone, 2084,
tracing (1.756 ms) : 1742, 1770
.   : milestone, 1756,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.19 ms [1.178 ms, 1.201 ms]	-
iast	3.293 ms [3.248 ms, 3.339 ms]	2.103 ms (176.8%)
iast_FULL	5.821 ms [5.763 ms, 5.879 ms]	4.631 ms (389.3%)
iast_GLOBAL	3.51 ms [3.46 ms, 3.561 ms]	2.321 ms (195.0%)
profiling	2.027 ms [2.009 ms, 2.044 ms]	836.934 µs (70.3%)
tracing	1.812 ms [1.796 ms, 1.827 ms]	621.802 µs (52.3%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.176 ms [1.164 ms, 1.187 ms]	-
iast	3.221 ms [3.179 ms, 3.263 ms]	2.045 ms (174.0%)
iast_FULL	5.841 ms [5.782 ms, 5.899 ms]	4.665 ms (396.7%)
iast_GLOBAL	3.344 ms [3.288 ms, 3.399 ms]	2.168 ms (184.4%)
profiling	2.084 ms [2.065 ms, 2.103 ms]	908.218 µs (77.2%)
tracing	1.756 ms [1.742 ms, 1.77 ms]	580.539 µs (49.4%)

Request duration reports for petclinic

gantt
    title petclinic - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~811d024bec, baseline=1.60.0-SNAPSHOT~af8b84438c
    dateFormat X
    axisFormat %s
section baseline
no_agent (18.25 ms) : 18059, 18441
.   : milestone, 18250,
appsec (18.734 ms) : 18544, 18924
.   : milestone, 18734,
code_origins (17.719 ms) : 17544, 17895
.   : milestone, 17719,
iast (17.771 ms) : 17593, 17950
.   : milestone, 17771,
profiling (18.786 ms) : 18596, 18975
.   : milestone, 18786,
tracing (17.864 ms) : 17685, 18043
.   : milestone, 17864,
section candidate
no_agent (17.969 ms) : 17784, 18155
.   : milestone, 17969,
appsec (18.806 ms) : 18613, 18999
.   : milestone, 18806,
code_origins (18.599 ms) : 18413, 18784
.   : milestone, 18599,
iast (18.677 ms) : 18491, 18863
.   : milestone, 18677,
profiling (18.71 ms) : 18521, 18899
.   : milestone, 18710,
tracing (17.524 ms) : 17350, 17697
.   : milestone, 17524,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	18.25 ms [18.059 ms, 18.441 ms]	-
appsec	18.734 ms [18.544 ms, 18.924 ms]	483.946 µs (2.7%)
code_origins	17.719 ms [17.544 ms, 17.895 ms]	-530.979 µs (-2.9%)
iast	17.771 ms [17.593 ms, 17.95 ms]	-478.746 µs (-2.6%)
profiling	18.786 ms [18.596 ms, 18.975 ms]	535.511 µs (2.9%)
tracing	17.864 ms [17.685 ms, 18.043 ms]	-385.994 µs (-2.1%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	17.969 ms [17.784 ms, 18.155 ms]	-
appsec	18.806 ms [18.613 ms, 18.999 ms]	837.196 µs (4.7%)
code_origins	18.599 ms [18.413 ms, 18.784 ms]	629.536 µs (3.5%)
iast	18.677 ms [18.491 ms, 18.863 ms]	708.066 µs (3.9%)
profiling	18.71 ms [18.521 ms, 18.899 ms]	740.979 µs (4.1%)
tracing	17.524 ms [17.35 ms, 17.697 ms]	-445.557 µs (-2.5%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	lara.kulkarni/updatingTheSparkSPans
git_commit_date	1771530866	1771617797
git_commit_sha	`af8b844`	`811d024`
release_version	1.60.0-SNAPSHOT~af8b84438c	1.60.0-SNAPSHOT~811d024bec

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1771620049	1771620049
ci_job_id	1444534389	1444534389
ci_pipeline_id	97969788	97969788
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-l3l7ndti 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-l3l7ndti 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 0 performance regressions! Performance is the same for 11 metrics, 0 unstable metrics.

scenario	Δ mean execution_time	candidate mean execution_time	baseline mean execution_time
scenario:dacapo:tomcat:appsec	better [-1.384ms; -1.039ms] or [-36.579%; -27.457%]	2.573ms	3.784ms

Execution time for tomcat

gantt
    title tomcat - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~811d024bec, baseline=1.60.0-SNAPSHOT~af8b84438c
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.47 ms) : 1459, 1482
.   : milestone, 1470,
appsec (3.784 ms) : 3565, 4003
.   : milestone, 3784,
iast (2.246 ms) : 2178, 2315
.   : milestone, 2246,
iast_GLOBAL (2.295 ms) : 2226, 2364
.   : milestone, 2295,
profiling (2.071 ms) : 2016, 2125
.   : milestone, 2071,
tracing (2.057 ms) : 2004, 2111
.   : milestone, 2057,
section candidate
no_agent (1.471 ms) : 1460, 1482
.   : milestone, 1471,
appsec (2.573 ms) : 2515, 2631
.   : milestone, 2573,
iast (2.247 ms) : 2178, 2315
.   : milestone, 2247,
iast_GLOBAL (2.293 ms) : 2224, 2362
.   : milestone, 2293,
profiling (2.063 ms) : 2009, 2117
.   : milestone, 2063,
tracing (2.052 ms) : 1999, 2106
.   : milestone, 2052,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.47 ms [1.459 ms, 1.482 ms]	-
appsec	3.784 ms [3.565 ms, 4.003 ms]	2.314 ms (157.3%)
iast	2.246 ms [2.178 ms, 2.315 ms]	775.848 µs (52.8%)
iast_GLOBAL	2.295 ms [2.226 ms, 2.364 ms]	824.862 µs (56.1%)
profiling	2.071 ms [2.016 ms, 2.125 ms]	600.251 µs (40.8%)
tracing	2.057 ms [2.004 ms, 2.111 ms]	586.781 µs (39.9%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.471 ms [1.46 ms, 1.482 ms]	-
appsec	2.573 ms [2.515 ms, 2.631 ms]	1.102 ms (74.9%)
iast	2.247 ms [2.178 ms, 2.315 ms]	775.713 µs (52.7%)
iast_GLOBAL	2.293 ms [2.224 ms, 2.362 ms]	821.67 µs (55.9%)
profiling	2.063 ms [2.009 ms, 2.117 ms]	592.247 µs (40.3%)
tracing	2.052 ms [1.999 ms, 2.106 ms]	581.237 µs (39.5%)

Execution time for biojava

gantt
    title biojava - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~811d024bec, baseline=1.60.0-SNAPSHOT~af8b84438c
    dateFormat X
    axisFormat %s
section baseline
no_agent (14.974 s) : 14974000, 14974000
.   : milestone, 14974000,
appsec (14.712 s) : 14712000, 14712000
.   : milestone, 14712000,
iast (18.062 s) : 18062000, 18062000
.   : milestone, 18062000,
iast_GLOBAL (17.885 s) : 17885000, 17885000
.   : milestone, 17885000,
profiling (15.101 s) : 15101000, 15101000
.   : milestone, 15101000,
tracing (14.635 s) : 14635000, 14635000
.   : milestone, 14635000,
section candidate
no_agent (15.54 s) : 15540000, 15540000
.   : milestone, 15540000,
appsec (15.003 s) : 15003000, 15003000
.   : milestone, 15003000,
iast (18.071 s) : 18071000, 18071000
.   : milestone, 18071000,
iast_GLOBAL (17.574 s) : 17574000, 17574000
.   : milestone, 17574000,
profiling (15.012 s) : 15012000, 15012000
.   : milestone, 15012000,
tracing (14.482 s) : 14482000, 14482000
.   : milestone, 14482000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	14.974 s [14.974 s, 14.974 s]	-
appsec	14.712 s [14.712 s, 14.712 s]	-262.0 ms (-1.7%)
iast	18.062 s [18.062 s, 18.062 s]	3.088 s (20.6%)
iast_GLOBAL	17.885 s [17.885 s, 17.885 s]	2.911 s (19.4%)
profiling	15.101 s [15.101 s, 15.101 s]	127.0 ms (0.8%)
tracing	14.635 s [14.635 s, 14.635 s]	-339.0 ms (-2.3%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.54 s [15.54 s, 15.54 s]	-
appsec	15.003 s [15.003 s, 15.003 s]	-537.0 ms (-3.5%)
iast	18.071 s [18.071 s, 18.071 s]	2.531 s (16.3%)
iast_GLOBAL	17.574 s [17.574 s, 17.574 s]	2.034 s (13.1%)
profiling	15.012 s [15.012 s, 15.012 s]	-528.0 ms (-3.4%)
tracing	14.482 s [14.482 s, 14.482 s]	-1.058 s (-6.8%)

updating to get rid of wrong spark spans

28f3045

fixed format

811d024

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Removing Wrong Spark Spans for Inactive Databricks Clusters#10651

Removing Wrong Spark Spans for Inactive Databricks Clusters#10651
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larakulkarni1 commented Feb 20, 2026

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