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

This PR focuses on removing phantom spans for Databricks Clusters. Currently, DBX Clusters can show up as Spark Jobs on the Batch Jobs Table due to the SparkListener incorrectly emitting a spark.application span for the cluster. These should not be appearing on the table. More information available on this doc

Motivation

Incorrect information on the Batch Jobs Table (customers affected).

Additional Notes

Contributor Checklist

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Avoid using 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, migration, or deletion
Update public documentation with any new configuration flags or behaviors

Jira ticket: DJM-1120

Note: Once your PR is ready to merge, add it to the merge queue by commenting /merge. /merge -c cancels the queue request. /merge -f --reason "reason" skips all merge queue checks; please use this judiciously, as some checks do not run at the PR-level. For more information, see this doc.

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	1772465864	1772468449
git_commit_sha	`1c44c6f`	`2efadac`
release_version	1.60.0-SNAPSHOT~1c44c6f9a7	1.60.0-SNAPSHOT~2efadac8aa

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1772470380	1772470380
ci_job_id	1467738875	1467738875
ci_pipeline_id	99781696	99781696
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-zzby6vks 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-zzby6vks 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 63 metrics, 8 unstable metrics.

Startup time reports for insecure-bank

gantt
    title insecure-bank - global startup overhead: candidate=1.60.0-SNAPSHOT~2efadac8aa, baseline=1.60.0-SNAPSHOT~1c44c6f9a7

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.068 s) : 0, 1068268
Total [baseline] (8.742 s) : 0, 8742119
Agent [candidate] (1.064 s) : 0, 1063760
Total [candidate] (8.725 s) : 0, 8725119
section iast
Agent [baseline] (1.241 s) : 0, 1240905
Total [baseline] (9.389 s) : 0, 9388949
Agent [candidate] (1.229 s) : 0, 1229366
Total [candidate] (9.343 s) : 0, 9343460

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.068 s	-
Agent	iast	1.241 s	172.637 ms (16.2%)
Total	tracing	8.742 s	-
Total	iast	9.389 s	646.83 ms (7.4%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.064 s	-
Agent	iast	1.229 s	165.606 ms (15.6%)
Total	tracing	8.725 s	-
Total	iast	9.343 s	618.341 ms (7.1%)

gantt
    title insecure-bank - break down per module: candidate=1.60.0-SNAPSHOT~2efadac8aa, baseline=1.60.0-SNAPSHOT~1c44c6f9a7

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.205 ms) : 0, 1205
crashtracking [candidate] (1.186 ms) : 0, 1186
BytebuddyAgent [baseline] (629.63 ms) : 0, 629630
BytebuddyAgent [candidate] (627.189 ms) : 0, 627189
AgentMeter [baseline] (29.161 ms) : 0, 29161
AgentMeter [candidate] (29.017 ms) : 0, 29017
GlobalTracer [baseline] (258.432 ms) : 0, 258432
GlobalTracer [candidate] (257.397 ms) : 0, 257397
AppSec [baseline] (33.136 ms) : 0, 33136
AppSec [candidate] (32.867 ms) : 0, 32867
Debugger [baseline] (63.082 ms) : 0, 63082
Debugger [candidate] (65.013 ms) : 0, 65013
Remote Config [baseline] (622.576 µs) : 0, 623
Remote Config [candidate] (609.907 µs) : 0, 610
Telemetry [baseline] (12.308 ms) : 0, 12308
Telemetry [candidate] (9.804 ms) : 0, 9804
Flare Poller [baseline] (4.553 ms) : 0, 4553
Flare Poller [candidate] (4.554 ms) : 0, 4554
section iast
crashtracking [baseline] (1.208 ms) : 0, 1208
crashtracking [candidate] (1.181 ms) : 0, 1181
BytebuddyAgent [baseline] (802.869 ms) : 0, 802869
BytebuddyAgent [candidate] (795.335 ms) : 0, 795335
AgentMeter [baseline] (11.577 ms) : 0, 11577
AgentMeter [candidate] (11.277 ms) : 0, 11277
GlobalTracer [baseline] (248.859 ms) : 0, 248859
GlobalTracer [candidate] (246.871 ms) : 0, 246871
AppSec [baseline] (35.384 ms) : 0, 35384
AppSec [candidate] (33.903 ms) : 0, 33903
Debugger [baseline] (64.946 ms) : 0, 64946
Debugger [candidate] (65.417 ms) : 0, 65417
Remote Config [baseline] (540.767 µs) : 0, 541
Remote Config [candidate] (536.418 µs) : 0, 536
Telemetry [baseline] (8.634 ms) : 0, 8634
Telemetry [candidate] (8.612 ms) : 0, 8612
Flare Poller [baseline] (3.484 ms) : 0, 3484
Flare Poller [candidate] (3.485 ms) : 0, 3485
IAST [baseline] (27.326 ms) : 0, 27326
IAST [candidate] (26.937 ms) : 0, 26937

Startup time reports for petclinic

gantt
    title petclinic - global startup overhead: candidate=1.60.0-SNAPSHOT~2efadac8aa, baseline=1.60.0-SNAPSHOT~1c44c6f9a7

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.067 s) : 0, 1067205
Total [baseline] (10.865 s) : 0, 10865314
Agent [candidate] (1.069 s) : 0, 1068654
Total [candidate] (10.792 s) : 0, 10792031
section appsec
Agent [baseline] (1.243 s) : 0, 1243124
Total [baseline] (11.085 s) : 0, 11084929
Agent [candidate] (1.236 s) : 0, 1236018
Total [candidate] (10.963 s) : 0, 10962738
section iast
Agent [baseline] (1.228 s) : 0, 1228059
Total [baseline] (11.197 s) : 0, 11197416
Agent [candidate] (1.23 s) : 0, 1229523
Total [candidate] (11.224 s) : 0, 11223814
section profiling
Agent [baseline] (1.198 s) : 0, 1197521
Total [baseline] (10.889 s) : 0, 10888522
Agent [candidate] (1.196 s) : 0, 1196336
Total [candidate] (10.946 s) : 0, 10945821

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.067 s	-
Agent	appsec	1.243 s	175.919 ms (16.5%)
Agent	iast	1.228 s	160.854 ms (15.1%)
Agent	profiling	1.198 s	130.316 ms (12.2%)
Total	tracing	10.865 s	-
Total	appsec	11.085 s	219.614 ms (2.0%)
Total	iast	11.197 s	332.102 ms (3.1%)
Total	profiling	10.889 s	23.208 ms (0.2%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.069 s	-
Agent	appsec	1.236 s	167.364 ms (15.7%)
Agent	iast	1.23 s	160.868 ms (15.1%)
Agent	profiling	1.196 s	127.682 ms (11.9%)
Total	tracing	10.792 s	-
Total	appsec	10.963 s	170.707 ms (1.6%)
Total	iast	11.224 s	431.783 ms (4.0%)
Total	profiling	10.946 s	153.79 ms (1.4%)

gantt
    title petclinic - break down per module: candidate=1.60.0-SNAPSHOT~2efadac8aa, baseline=1.60.0-SNAPSHOT~1c44c6f9a7

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.192 ms) : 0, 1192
crashtracking [candidate] (1.19 ms) : 0, 1190
BytebuddyAgent [baseline] (628.955 ms) : 0, 628955
BytebuddyAgent [candidate] (631.307 ms) : 0, 631307
AgentMeter [baseline] (29.276 ms) : 0, 29276
AgentMeter [candidate] (29.195 ms) : 0, 29195
GlobalTracer [baseline] (257.7 ms) : 0, 257700
GlobalTracer [candidate] (258.49 ms) : 0, 258490
AppSec [baseline] (33.137 ms) : 0, 33137
AppSec [candidate] (33.24 ms) : 0, 33240
Debugger [baseline] (65.076 ms) : 0, 65076
Debugger [candidate] (63.279 ms) : 0, 63279
Remote Config [baseline] (610.336 µs) : 0, 610
Remote Config [candidate] (620.14 µs) : 0, 620
Telemetry [baseline] (10.645 ms) : 0, 10645
Telemetry [candidate] (9.91 ms) : 0, 9910
Flare Poller [baseline] (4.576 ms) : 0, 4576
Flare Poller [candidate] (5.36 ms) : 0, 5360
section appsec
crashtracking [baseline] (1.199 ms) : 0, 1199
crashtracking [candidate] (1.204 ms) : 0, 1204
BytebuddyAgent [baseline] (659.816 ms) : 0, 659816
BytebuddyAgent [candidate] (655.428 ms) : 0, 655428
AgentMeter [baseline] (12.03 ms) : 0, 12030
AgentMeter [candidate] (11.976 ms) : 0, 11976
GlobalTracer [baseline] (258.852 ms) : 0, 258852
GlobalTracer [candidate] (257.603 ms) : 0, 257603
IAST [baseline] (25.617 ms) : 0, 25617
IAST [candidate] (25.241 ms) : 0, 25241
AppSec [baseline] (168.147 ms) : 0, 168147
AppSec [candidate] (167.462 ms) : 0, 167462
Debugger [baseline] (67.264 ms) : 0, 67264
Debugger [candidate] (67.259 ms) : 0, 67259
Remote Config [baseline] (708.128 µs) : 0, 708
Remote Config [candidate] (722.389 µs) : 0, 722
Telemetry [baseline] (9.61 ms) : 0, 9610
Telemetry [candidate] (9.487 ms) : 0, 9487
Flare Poller [baseline] (3.729 ms) : 0, 3729
Flare Poller [candidate] (3.716 ms) : 0, 3716
section iast
crashtracking [baseline] (1.18 ms) : 0, 1180
crashtracking [candidate] (1.192 ms) : 0, 1192
BytebuddyAgent [baseline] (793.41 ms) : 0, 793410
BytebuddyAgent [candidate] (793.704 ms) : 0, 793704
AgentMeter [baseline] (11.276 ms) : 0, 11276
AgentMeter [candidate] (11.326 ms) : 0, 11326
GlobalTracer [baseline] (246.613 ms) : 0, 246613
GlobalTracer [candidate] (246.728 ms) : 0, 246728
IAST [baseline] (26.984 ms) : 0, 26984
IAST [candidate] (27.18 ms) : 0, 27180
AppSec [baseline] (34.766 ms) : 0, 34766
AppSec [candidate] (33.751 ms) : 0, 33751
Debugger [baseline] (65.245 ms) : 0, 65245
Debugger [candidate] (66.856 ms) : 0, 66856
Remote Config [baseline] (527.064 µs) : 0, 527
Remote Config [candidate] (534.11 µs) : 0, 534
Telemetry [baseline] (8.649 ms) : 0, 8649
Telemetry [candidate] (8.72 ms) : 0, 8720
Flare Poller [baseline] (3.512 ms) : 0, 3512
Flare Poller [candidate] (3.535 ms) : 0, 3535
section profiling
crashtracking [baseline] (1.169 ms) : 0, 1169
crashtracking [candidate] (1.175 ms) : 0, 1175
BytebuddyAgent [baseline] (686.395 ms) : 0, 686395
BytebuddyAgent [candidate] (686.16 ms) : 0, 686160
AgentMeter [baseline] (8.641 ms) : 0, 8641
AgentMeter [candidate] (8.64 ms) : 0, 8640
GlobalTracer [baseline] (216.895 ms) : 0, 216895
GlobalTracer [candidate] (217.156 ms) : 0, 217156
AppSec [baseline] (32.785 ms) : 0, 32785
AppSec [candidate] (32.891 ms) : 0, 32891
Debugger [baseline] (67.605 ms) : 0, 67605
Debugger [candidate] (67.124 ms) : 0, 67124
Remote Config [baseline] (631.226 µs) : 0, 631
Remote Config [candidate] (633.648 µs) : 0, 634
Telemetry [baseline] (8.914 ms) : 0, 8914
Telemetry [candidate] (8.869 ms) : 0, 8869
Flare Poller [baseline] (3.81 ms) : 0, 3810
Flare Poller [candidate] (3.725 ms) : 0, 3725
ProfilingAgent [baseline] (99.576 ms) : 0, 99576
ProfilingAgent [candidate] (98.951 ms) : 0, 98951
Profiling [baseline] (100.158 ms) : 0, 100158
Profiling [candidate] (99.517 ms) : 0, 99517

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	lara.kulkarni/updatingTheSparkSPans
git_commit_date	1772465864	1772468449
git_commit_sha	`1c44c6f`	`2efadac`
release_version	1.60.0-SNAPSHOT~1c44c6f9a7	1.60.0-SNAPSHOT~2efadac8aa

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1772470871	1772470871
ci_job_id	1467738877	1467738877
ci_pipeline_id	99781696	99781696
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-zcrbzain 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-zcrbzain 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 2 performance improvements and 0 performance regressions! Performance is the same for 18 metrics, 16 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:code_origins:high_load	better [-1.428ms; -0.618ms] or [-7.847%; -3.397%]	better [-2.304ms; -0.870ms] or [-7.704%; -2.910%]	unstable [-15.529op/s; +42.279op/s] or [-6.156%; +16.761%]	17.175ms	28.318ms	265.625op/s	18.198ms	29.905ms	252.250op/s

Request duration reports for petclinic

gantt
    title petclinic - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~2efadac8aa, baseline=1.60.0-SNAPSHOT~1c44c6f9a7
    dateFormat X
    axisFormat %s
section baseline
no_agent (17.33 ms) : 17157, 17504
.   : milestone, 17330,
appsec (18.676 ms) : 18490, 18862
.   : milestone, 18676,
code_origins (18.504 ms) : 18313, 18694
.   : milestone, 18504,
iast (17.686 ms) : 17513, 17860
.   : milestone, 17686,
profiling (18.774 ms) : 18586, 18962
.   : milestone, 18774,
tracing (17.996 ms) : 17818, 18174
.   : milestone, 17996,
section candidate
no_agent (18.212 ms) : 18025, 18399
.   : milestone, 18212,
appsec (18.857 ms) : 18667, 19047
.   : milestone, 18857,
code_origins (17.563 ms) : 17391, 17736
.   : milestone, 17563,
iast (17.644 ms) : 17468, 17821
.   : milestone, 17644,
profiling (18.749 ms) : 18563, 18936
.   : milestone, 18749,
tracing (17.905 ms) : 17725, 18086
.   : milestone, 17905,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	17.33 ms [17.157 ms, 17.504 ms]	-
appsec	18.676 ms [18.49 ms, 18.862 ms]	1.346 ms (7.8%)
code_origins	18.504 ms [18.313 ms, 18.694 ms]	1.173 ms (6.8%)
iast	17.686 ms [17.513 ms, 17.86 ms]	355.837 µs (2.1%)
profiling	18.774 ms [18.586 ms, 18.962 ms]	1.443 ms (8.3%)
tracing	17.996 ms [17.818 ms, 18.174 ms]	666.051 µs (3.8%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	18.212 ms [18.025 ms, 18.399 ms]	-
appsec	18.857 ms [18.667 ms, 19.047 ms]	645.246 µs (3.5%)
code_origins	17.563 ms [17.391 ms, 17.736 ms]	-648.744 µs (-3.6%)
iast	17.644 ms [17.468 ms, 17.821 ms]	-567.598 µs (-3.1%)
profiling	18.749 ms [18.563 ms, 18.936 ms]	537.116 µs (2.9%)
tracing	17.905 ms [17.725 ms, 18.086 ms]	-306.572 µs (-1.7%)

Request duration reports for insecure-bank

gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~2efadac8aa, baseline=1.60.0-SNAPSHOT~1c44c6f9a7
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.191 ms) : 1179, 1202
.   : milestone, 1191,
iast (3.157 ms) : 3116, 3199
.   : milestone, 3157,
iast_FULL (5.896 ms) : 5837, 5956
.   : milestone, 5896,
iast_GLOBAL (3.495 ms) : 3444, 3547
.   : milestone, 3495,
profiling (2.323 ms) : 2301, 2345
.   : milestone, 2323,
tracing (1.898 ms) : 1881, 1914
.   : milestone, 1898,
section candidate
no_agent (1.267 ms) : 1254, 1281
.   : milestone, 1267,
iast (3.151 ms) : 3110, 3192
.   : milestone, 3151,
iast_FULL (5.89 ms) : 5831, 5949
.   : milestone, 5890,
iast_GLOBAL (3.411 ms) : 3361, 3460
.   : milestone, 3411,
profiling (2.139 ms) : 2121, 2157
.   : milestone, 2139,
tracing (1.817 ms) : 1800, 1833
.   : milestone, 1817,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.191 ms [1.179 ms, 1.202 ms]	-
iast	3.157 ms [3.116 ms, 3.199 ms]	1.967 ms (165.2%)
iast_FULL	5.896 ms [5.837 ms, 5.956 ms]	4.706 ms (395.3%)
iast_GLOBAL	3.495 ms [3.444 ms, 3.547 ms]	2.305 ms (193.6%)
profiling	2.323 ms [2.301 ms, 2.345 ms]	1.132 ms (95.1%)
tracing	1.898 ms [1.881 ms, 1.914 ms]	707.036 µs (59.4%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.267 ms [1.254 ms, 1.281 ms]	-
iast	3.151 ms [3.11 ms, 3.192 ms]	1.884 ms (148.7%)
iast_FULL	5.89 ms [5.831 ms, 5.949 ms]	4.623 ms (364.8%)
iast_GLOBAL	3.411 ms [3.361 ms, 3.46 ms]	2.143 ms (169.1%)
profiling	2.139 ms [2.121 ms, 2.157 ms]	872.058 µs (68.8%)
tracing	1.817 ms [1.8 ms, 1.833 ms]	549.301 µs (43.3%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	lara.kulkarni/updatingTheSparkSPans
git_commit_date	1772465864	1772468449
git_commit_sha	`1c44c6f`	`2efadac`
release_version	1.60.0-SNAPSHOT~1c44c6f9a7	1.60.0-SNAPSHOT~2efadac8aa

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1772470590	1772470590
ci_job_id	1467738878	1467738878
ci_pipeline_id	99781696	99781696
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-eu6laqbr 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-eu6laqbr 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 [-1.297ms; -0.956ms] or [-35.149%; -25.907%]	2.564ms	3.691ms

Execution time for tomcat

gantt
    title tomcat - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~2efadac8aa, baseline=1.60.0-SNAPSHOT~1c44c6f9a7
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.467 ms) : 1455, 1478
.   : milestone, 1467,
appsec (3.691 ms) : 3475, 3908
.   : milestone, 3691,
iast (2.25 ms) : 2181, 2319
.   : milestone, 2250,
iast_GLOBAL (2.288 ms) : 2219, 2357
.   : milestone, 2288,
profiling (2.094 ms) : 2038, 2151
.   : milestone, 2094,
tracing (2.062 ms) : 2008, 2115
.   : milestone, 2062,
section candidate
no_agent (1.472 ms) : 1460, 1483
.   : milestone, 1472,
appsec (2.564 ms) : 2506, 2622
.   : milestone, 2564,
iast (2.243 ms) : 2174, 2312
.   : milestone, 2243,
iast_GLOBAL (2.288 ms) : 2219, 2357
.   : milestone, 2288,
profiling (2.071 ms) : 2017, 2125
.   : milestone, 2071,
tracing (2.054 ms) : 2001, 2108
.   : milestone, 2054,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.467 ms [1.455 ms, 1.478 ms]	-
appsec	3.691 ms [3.475 ms, 3.908 ms]	2.224 ms (151.6%)
iast	2.25 ms [2.181 ms, 2.319 ms]	782.665 µs (53.4%)
iast_GLOBAL	2.288 ms [2.219 ms, 2.357 ms]	821.14 µs (56.0%)
profiling	2.094 ms [2.038 ms, 2.151 ms]	627.365 µs (42.8%)
tracing	2.062 ms [2.008 ms, 2.115 ms]	594.576 µs (40.5%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.472 ms [1.46 ms, 1.483 ms]	-
appsec	2.564 ms [2.506 ms, 2.622 ms]	1.093 ms (74.2%)
iast	2.243 ms [2.174 ms, 2.312 ms]	771.438 µs (52.4%)
iast_GLOBAL	2.288 ms [2.219 ms, 2.357 ms]	816.27 µs (55.5%)
profiling	2.071 ms [2.017 ms, 2.125 ms]	599.082 µs (40.7%)
tracing	2.054 ms [2.001 ms, 2.108 ms]	582.57 µs (39.6%)

Execution time for biojava

gantt
    title biojava - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~2efadac8aa, baseline=1.60.0-SNAPSHOT~1c44c6f9a7
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.466 s) : 15466000, 15466000
.   : milestone, 15466000,
appsec (14.726 s) : 14726000, 14726000
.   : milestone, 14726000,
iast (18.25 s) : 18250000, 18250000
.   : milestone, 18250000,
iast_GLOBAL (17.751 s) : 17751000, 17751000
.   : milestone, 17751000,
profiling (14.888 s) : 14888000, 14888000
.   : milestone, 14888000,
tracing (14.875 s) : 14875000, 14875000
.   : milestone, 14875000,
section candidate
no_agent (14.98 s) : 14980000, 14980000
.   : milestone, 14980000,
appsec (15.275 s) : 15275000, 15275000
.   : milestone, 15275000,
iast (17.931 s) : 17931000, 17931000
.   : milestone, 17931000,
iast_GLOBAL (17.779 s) : 17779000, 17779000
.   : milestone, 17779000,
profiling (14.606 s) : 14606000, 14606000
.   : milestone, 14606000,
tracing (14.854 s) : 14854000, 14854000
.   : milestone, 14854000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.466 s [15.466 s, 15.466 s]	-
appsec	14.726 s [14.726 s, 14.726 s]	-740.0 ms (-4.8%)
iast	18.25 s [18.25 s, 18.25 s]	2.784 s (18.0%)
iast_GLOBAL	17.751 s [17.751 s, 17.751 s]	2.285 s (14.8%)
profiling	14.888 s [14.888 s, 14.888 s]	-578.0 ms (-3.7%)
tracing	14.875 s [14.875 s, 14.875 s]	-591.0 ms (-3.8%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	14.98 s [14.98 s, 14.98 s]	-
appsec	15.275 s [15.275 s, 15.275 s]	295.0 ms (2.0%)
iast	17.931 s [17.931 s, 17.931 s]	2.951 s (19.7%)
iast_GLOBAL	17.779 s [17.779 s, 17.779 s]	2.799 s (18.7%)
profiling	14.606 s [14.606 s, 14.606 s]	-374.0 ms (-2.5%)
tracing	14.854 s [14.854 s, 14.854 s]	-126.0 ms (-0.8%)

github-actions · 2026-03-02T16:21:39Z

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larakulkarni1 added 3 commits February 24, 2026 11:26

updating to get rid of wrong spark spans

1189586

fixed format

5aeb249

updating logs to test

fb1450e

larakulkarni1 force-pushed the lara.kulkarni/updatingTheSparkSPans branch from 8bf15a0 to fb1450e Compare February 24, 2026 16:26

larakulkarni1 added 5 commits February 24, 2026 14:28

fixing an error + adding right logs

1d3d147

ran spotless

f0be2cf

added a log

de2d1b6

added logs

9714fb0

added logs

7646838

larakulkarni1 changed the title ~~Removing Wrong Spark Spans for Inactive Databricks Clusters~~ [DJM-1120] Removing Wrong Spark Spans for Inactive Databricks Clusters Mar 2, 2026

Merge branch 'master' into lara.kulkarni/updatingTheSparkSPans

5177a4f

larakulkarni1 changed the title ~~[DJM-1120] Removing Wrong Spark Spans for Inactive Databricks Clusters~~ Removing Wrong Spark Spans for Inactive Databricks Clusters Mar 2, 2026

spotless cleaning

2efadac

larakulkarni1 marked this pull request as ready for review March 2, 2026 16:21

larakulkarni1 requested a review from a team as a code owner March 2, 2026 16:21

larakulkarni1 requested a review from charlesmyu March 2, 2026 16:21

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