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	1771938460	1771968273
git_commit_sha	`be0482d`	`de2d1b6`
release_version	1.60.0-SNAPSHOT~be0482d740	1.60.0-SNAPSHOT~de2d1b6f9f

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1771970148	1771970148
ci_job_id	1453408054	1453408054
ci_pipeline_id	98704825	98704825
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-0-50tsenx9 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-0-50tsenx9 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 62 metrics, 9 unstable metrics.

Startup time reports for insecure-bank

gantt
    title insecure-bank - global startup overhead: candidate=1.60.0-SNAPSHOT~de2d1b6f9f, baseline=1.60.0-SNAPSHOT~be0482d740

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.068 s) : 0, 1068008
Total [baseline] (8.772 s) : 0, 8771833
Agent [candidate] (1.063 s) : 0, 1062695
Total [candidate] (8.713 s) : 0, 8712512
section iast
Agent [baseline] (1.238 s) : 0, 1238323
Total [baseline] (9.358 s) : 0, 9357755
Agent [candidate] (1.228 s) : 0, 1227931
Total [candidate] (9.325 s) : 0, 9325229

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.068 s	-
Agent	iast	1.238 s	170.315 ms (15.9%)
Total	tracing	8.772 s	-
Total	iast	9.358 s	585.921 ms (6.7%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.063 s	-
Agent	iast	1.228 s	165.235 ms (15.5%)
Total	tracing	8.713 s	-
Total	iast	9.325 s	612.717 ms (7.0%)

gantt
    title insecure-bank - break down per module: candidate=1.60.0-SNAPSHOT~de2d1b6f9f, baseline=1.60.0-SNAPSHOT~be0482d740

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.2 ms) : 0, 1200
crashtracking [candidate] (1.198 ms) : 0, 1198
BytebuddyAgent [baseline] (629.863 ms) : 0, 629863
BytebuddyAgent [candidate] (627.062 ms) : 0, 627062
AgentMeter [baseline] (29.166 ms) : 0, 29166
AgentMeter [candidate] (28.95 ms) : 0, 28950
GlobalTracer [baseline] (258.005 ms) : 0, 258005
GlobalTracer [candidate] (257.397 ms) : 0, 257397
AppSec [baseline] (33.14 ms) : 0, 33140
AppSec [candidate] (32.97 ms) : 0, 32970
Debugger [baseline] (62.888 ms) : 0, 62888
Debugger [candidate] (61.809 ms) : 0, 61809
Remote Config [baseline] (630.545 µs) : 0, 631
Remote Config [candidate] (614.58 µs) : 0, 615
Telemetry [baseline] (11.553 ms) : 0, 11553
Telemetry [candidate] (9.848 ms) : 0, 9848
Flare Poller [baseline] (5.377 ms) : 0, 5377
Flare Poller [candidate] (6.749 ms) : 0, 6749
section iast
crashtracking [baseline] (1.213 ms) : 0, 1213
crashtracking [candidate] (1.196 ms) : 0, 1196
BytebuddyAgent [baseline] (801.609 ms) : 0, 801609
BytebuddyAgent [candidate] (794.432 ms) : 0, 794432
AgentMeter [baseline] (11.514 ms) : 0, 11514
AgentMeter [candidate] (11.254 ms) : 0, 11254
GlobalTracer [baseline] (247.84 ms) : 0, 247840
GlobalTracer [candidate] (246.948 ms) : 0, 246948
AppSec [baseline] (33.284 ms) : 0, 33284
AppSec [candidate] (33.84 ms) : 0, 33840
Debugger [baseline] (66.881 ms) : 0, 66881
Debugger [candidate] (65.0 ms) : 0, 65000
Remote Config [baseline] (538.94 µs) : 0, 539
Remote Config [candidate] (540.472 µs) : 0, 540
Telemetry [baseline] (8.656 ms) : 0, 8656
Telemetry [candidate] (8.594 ms) : 0, 8594
Flare Poller [baseline] (3.516 ms) : 0, 3516
Flare Poller [candidate] (3.472 ms) : 0, 3472
IAST [baseline] (27.199 ms) : 0, 27199
IAST [candidate] (26.771 ms) : 0, 26771

Startup time reports for petclinic

gantt
    title petclinic - global startup overhead: candidate=1.60.0-SNAPSHOT~de2d1b6f9f, baseline=1.60.0-SNAPSHOT~be0482d740

    dateFormat X
    axisFormat %s
section tracing
Agent [baseline] (1.065 s) : 0, 1064738
Total [baseline] (11.064 s) : 0, 11063806
Agent [candidate] (1.063 s) : 0, 1062835
Total [candidate] (10.93 s) : 0, 10930078
section appsec
Agent [baseline] (1.239 s) : 0, 1238845
Total [baseline] (10.956 s) : 0, 10955572
Agent [candidate] (1.245 s) : 0, 1244979
Total [candidate] (10.993 s) : 0, 10992742
section iast
Agent [baseline] (1.232 s) : 0, 1231935
Total [baseline] (11.223 s) : 0, 11222779
Agent [candidate] (1.232 s) : 0, 1231684
Total [candidate] (11.142 s) : 0, 11141648
section profiling
Agent [baseline] (1.187 s) : 0, 1187446
Total [baseline] (11.031 s) : 0, 11030526
Agent [candidate] (1.199 s) : 0, 1199495
Total [candidate] (10.862 s) : 0, 10861853

baseline results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.065 s	-
Agent	appsec	1.239 s	174.106 ms (16.4%)
Agent	iast	1.232 s	167.197 ms (15.7%)
Agent	profiling	1.187 s	122.708 ms (11.5%)
Total	tracing	11.064 s	-
Total	appsec	10.956 s	-108.234 ms (-1.0%)
Total	iast	11.223 s	158.974 ms (1.4%)
Total	profiling	11.031 s	-33.28 ms (-0.3%)

candidate results

Module	Variant	Duration	Δ tracing
Agent	tracing	1.063 s	-
Agent	appsec	1.245 s	182.144 ms (17.1%)
Agent	iast	1.232 s	168.849 ms (15.9%)
Agent	profiling	1.199 s	136.66 ms (12.9%)
Total	tracing	10.93 s	-
Total	appsec	10.993 s	62.664 ms (0.6%)
Total	iast	11.142 s	211.57 ms (1.9%)
Total	profiling	10.862 s	-68.225 ms (-0.6%)

gantt
    title petclinic - break down per module: candidate=1.60.0-SNAPSHOT~de2d1b6f9f, baseline=1.60.0-SNAPSHOT~be0482d740

    dateFormat X
    axisFormat %s
section tracing
crashtracking [baseline] (1.192 ms) : 0, 1192
crashtracking [candidate] (1.186 ms) : 0, 1186
BytebuddyAgent [baseline] (627.252 ms) : 0, 627252
BytebuddyAgent [candidate] (626.688 ms) : 0, 626688
AgentMeter [baseline] (28.996 ms) : 0, 28996
AgentMeter [candidate] (28.953 ms) : 0, 28953
GlobalTracer [baseline] (258.483 ms) : 0, 258483
GlobalTracer [candidate] (257.243 ms) : 0, 257243
AppSec [baseline] (33.142 ms) : 0, 33142
AppSec [candidate] (32.865 ms) : 0, 32865
Debugger [baseline] (64.851 ms) : 0, 64851
Debugger [candidate] (64.155 ms) : 0, 64155
Remote Config [baseline] (626.694 µs) : 0, 627
Remote Config [candidate] (620.119 µs) : 0, 620
Telemetry [baseline] (10.22 ms) : 0, 10220
Telemetry [candidate] (9.913 ms) : 0, 9913
Flare Poller [baseline] (3.86 ms) : 0, 3860
Flare Poller [candidate] (5.344 ms) : 0, 5344
section appsec
crashtracking [baseline] (1.21 ms) : 0, 1210
crashtracking [candidate] (1.2 ms) : 0, 1200
BytebuddyAgent [baseline] (657.868 ms) : 0, 657868
BytebuddyAgent [candidate] (662.049 ms) : 0, 662049
AgentMeter [baseline] (11.877 ms) : 0, 11877
AgentMeter [candidate] (12.019 ms) : 0, 12019
GlobalTracer [baseline] (258.49 ms) : 0, 258490
GlobalTracer [candidate] (259.834 ms) : 0, 259834
AppSec [baseline] (167.849 ms) : 0, 167849
AppSec [candidate] (167.825 ms) : 0, 167825
Debugger [baseline] (66.712 ms) : 0, 66712
Debugger [candidate] (66.546 ms) : 0, 66546
Remote Config [baseline] (637.058 µs) : 0, 637
Remote Config [candidate] (626.574 µs) : 0, 627
Telemetry [baseline] (9.357 ms) : 0, 9357
Telemetry [candidate] (9.494 ms) : 0, 9494
Flare Poller [baseline] (3.675 ms) : 0, 3675
Flare Poller [candidate] (3.67 ms) : 0, 3670
IAST [baseline] (25.258 ms) : 0, 25258
IAST [candidate] (25.563 ms) : 0, 25563
section iast
crashtracking [baseline] (1.188 ms) : 0, 1188
crashtracking [candidate] (1.194 ms) : 0, 1194
BytebuddyAgent [baseline] (796.191 ms) : 0, 796191
BytebuddyAgent [candidate] (796.325 ms) : 0, 796325
AgentMeter [baseline] (11.313 ms) : 0, 11313
AgentMeter [candidate] (11.28 ms) : 0, 11280
GlobalTracer [baseline] (247.849 ms) : 0, 247849
GlobalTracer [candidate] (247.325 ms) : 0, 247325
AppSec [baseline] (35.375 ms) : 0, 35375
AppSec [candidate] (33.153 ms) : 0, 33153
Debugger [baseline] (64.339 ms) : 0, 64339
Debugger [candidate] (66.814 ms) : 0, 66814
Remote Config [baseline] (548.227 µs) : 0, 548
Remote Config [candidate] (534.833 µs) : 0, 535
Telemetry [baseline] (8.653 ms) : 0, 8653
Telemetry [candidate] (8.671 ms) : 0, 8671
Flare Poller [baseline] (3.475 ms) : 0, 3475
Flare Poller [candidate] (3.466 ms) : 0, 3466
IAST [baseline] (27.081 ms) : 0, 27081
IAST [candidate] (27.018 ms) : 0, 27018
section profiling
crashtracking [baseline] (1.182 ms) : 0, 1182
crashtracking [candidate] (1.188 ms) : 0, 1188
BytebuddyAgent [baseline] (678.835 ms) : 0, 678835
BytebuddyAgent [candidate] (689.599 ms) : 0, 689599
AgentMeter [baseline] (8.593 ms) : 0, 8593
AgentMeter [candidate] (8.573 ms) : 0, 8573
GlobalTracer [baseline] (215.48 ms) : 0, 215480
GlobalTracer [candidate] (216.72 ms) : 0, 216720
AppSec [baseline] (32.496 ms) : 0, 32496
AppSec [candidate] (32.755 ms) : 0, 32755
Debugger [baseline] (66.867 ms) : 0, 66867
Debugger [candidate] (67.468 ms) : 0, 67468
Remote Config [baseline] (636.12 µs) : 0, 636
Remote Config [candidate] (650.673 µs) : 0, 651
Telemetry [baseline] (9.129 ms) : 0, 9129
Telemetry [candidate] (9.021 ms) : 0, 9021
Flare Poller [baseline] (3.747 ms) : 0, 3747
Flare Poller [candidate] (3.729 ms) : 0, 3729
ProfilingAgent [baseline] (100.192 ms) : 0, 100192
ProfilingAgent [candidate] (98.546 ms) : 0, 98546
Profiling [baseline] (100.782 ms) : 0, 100782
Profiling [candidate] (99.107 ms) : 0, 99107

Load

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	lara.kulkarni/updatingTheSparkSPans
git_commit_date	1771938460	1771968273
git_commit_sha	`be0482d`	`de2d1b6`
release_version	1.60.0-SNAPSHOT~be0482d740	1.60.0-SNAPSHOT~de2d1b6f9f

See matching parameters

	Baseline	Candidate
application	insecure-bank	insecure-bank
ci_job_date	1771970643	1771970643
ci_job_id	1453408055	1453408055
ci_pipeline_id	98704825	98704825
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-kb82bwfu 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-kb82bwfu 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 19 metrics, 15 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:iast:high_load	better [-1.774ms; -1.269ms] or [-9.417%; -6.736%]	better [-2.516ms; -1.500ms] or [-8.341%; -4.974%]	unstable [-4.928op/s; +42.553op/s] or [-2.009%; +17.346%]	17.318ms	28.157ms	264.125op/s	18.840ms	30.165ms	245.312op/s

Request duration reports for insecure-bank

gantt
    title insecure-bank - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~de2d1b6f9f, baseline=1.60.0-SNAPSHOT~be0482d740
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.17 ms) : 1159, 1182
.   : milestone, 1170,
iast (3.223 ms) : 3179, 3268
.   : milestone, 3223,
iast_FULL (5.568 ms) : 5513, 5622
.   : milestone, 5568,
iast_GLOBAL (3.618 ms) : 3552, 3684
.   : milestone, 3618,
profiling (2.081 ms) : 2063, 2100
.   : milestone, 2081,
tracing (1.776 ms) : 1761, 1792
.   : milestone, 1776,
section candidate
no_agent (1.184 ms) : 1173, 1195
.   : milestone, 1184,
iast (3.141 ms) : 3101, 3180
.   : milestone, 3141,
iast_FULL (5.643 ms) : 5588, 5699
.   : milestone, 5643,
iast_GLOBAL (3.55 ms) : 3491, 3608
.   : milestone, 3550,
profiling (1.985 ms) : 1967, 2003
.   : milestone, 1985,
tracing (1.796 ms) : 1781, 1810
.   : milestone, 1796,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.17 ms [1.159 ms, 1.182 ms]	-
iast	3.223 ms [3.179 ms, 3.268 ms]	2.053 ms (175.5%)
iast_FULL	5.568 ms [5.513 ms, 5.622 ms]	4.398 ms (375.8%)
iast_GLOBAL	3.618 ms [3.552 ms, 3.684 ms]	2.448 ms (209.2%)
profiling	2.081 ms [2.063 ms, 2.1 ms]	911.177 µs (77.9%)
tracing	1.776 ms [1.761 ms, 1.792 ms]	606.256 µs (51.8%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	1.184 ms [1.173 ms, 1.195 ms]	-
iast	3.141 ms [3.101 ms, 3.18 ms]	1.957 ms (165.3%)
iast_FULL	5.643 ms [5.588 ms, 5.699 ms]	4.459 ms (376.6%)
iast_GLOBAL	3.55 ms [3.491 ms, 3.608 ms]	2.366 ms (199.8%)
profiling	1.985 ms [1.967 ms, 2.003 ms]	800.976 µs (67.7%)
tracing	1.796 ms [1.781 ms, 1.81 ms]	611.535 µs (51.7%)

Request duration reports for petclinic

gantt
    title petclinic - request duration [CI 0.99] : candidate=1.60.0-SNAPSHOT~de2d1b6f9f, baseline=1.60.0-SNAPSHOT~be0482d740
    dateFormat X
    axisFormat %s
section baseline
no_agent (17.913 ms) : 17735, 18091
.   : milestone, 17913,
appsec (18.402 ms) : 18215, 18588
.   : milestone, 18402,
code_origins (17.527 ms) : 17354, 17700
.   : milestone, 17527,
iast (19.026 ms) : 18834, 19218
.   : milestone, 19026,
profiling (18.634 ms) : 18446, 18822
.   : milestone, 18634,
tracing (17.791 ms) : 17615, 17967
.   : milestone, 17791,
section candidate
no_agent (18.148 ms) : 17962, 18333
.   : milestone, 18148,
appsec (18.212 ms) : 18024, 18400
.   : milestone, 18212,
code_origins (17.514 ms) : 17340, 17688
.   : milestone, 17514,
iast (17.664 ms) : 17490, 17839
.   : milestone, 17664,
profiling (18.817 ms) : 18625, 19009
.   : milestone, 18817,
tracing (17.454 ms) : 17279, 17629
.   : milestone, 17454,

baseline results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	17.913 ms [17.735 ms, 18.091 ms]	-
appsec	18.402 ms [18.215 ms, 18.588 ms]	488.767 µs (2.7%)
code_origins	17.527 ms [17.354 ms, 17.7 ms]	-385.881 µs (-2.2%)
iast	19.026 ms [18.834 ms, 19.218 ms]	1.113 ms (6.2%)
profiling	18.634 ms [18.446 ms, 18.822 ms]	721.455 µs (4.0%)
tracing	17.791 ms [17.615 ms, 17.967 ms]	-121.824 µs (-0.7%)

candidate results

Variant	Request duration [CI 0.99]	Δ no_agent
no_agent	18.148 ms [17.962 ms, 18.333 ms]	-
appsec	18.212 ms [18.024 ms, 18.4 ms]	64.075 µs (0.4%)
code_origins	17.514 ms [17.34 ms, 17.688 ms]	-633.807 µs (-3.5%)
iast	17.664 ms [17.49 ms, 17.839 ms]	-483.541 µs (-2.7%)
profiling	18.817 ms [18.625 ms, 19.009 ms]	669.437 µs (3.7%)
tracing	17.454 ms [17.279 ms, 17.629 ms]	-693.545 µs (-3.8%)

Dacapo

Parameters

	Baseline	Candidate
baseline_or_candidate	baseline	candidate
git_branch	master	lara.kulkarni/updatingTheSparkSPans
git_commit_date	1771938460	1771968273
git_commit_sha	`be0482d`	`de2d1b6`
release_version	1.60.0-SNAPSHOT~be0482d740	1.60.0-SNAPSHOT~de2d1b6f9f

See matching parameters

	Baseline	Candidate
application	biojava	biojava
ci_job_date	1771970242	1771970242
ci_job_id	1453408056	1453408056
ci_pipeline_id	98704825	98704825
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-njq88zni 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-njq88zni 6.8.0-1031-aws #33~22.04.1-Ubuntu SMP Thu Jun 26 14:22:30 UTC 2025 x86_64 x86_64 x86_64 GNU/Linux

Summary

Found 0 performance improvements and 0 performance regressions! Performance is the same for 11 metrics, 1 unstable metrics.

Execution time for biojava

gantt
    title biojava - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~de2d1b6f9f, baseline=1.60.0-SNAPSHOT~be0482d740
    dateFormat X
    axisFormat %s
section baseline
no_agent (15.048 s) : 15048000, 15048000
.   : milestone, 15048000,
appsec (14.845 s) : 14845000, 14845000
.   : milestone, 14845000,
iast (18.206 s) : 18206000, 18206000
.   : milestone, 18206000,
iast_GLOBAL (17.789 s) : 17789000, 17789000
.   : milestone, 17789000,
profiling (14.899 s) : 14899000, 14899000
.   : milestone, 14899000,
tracing (14.854 s) : 14854000, 14854000
.   : milestone, 14854000,
section candidate
no_agent (14.999 s) : 14999000, 14999000
.   : milestone, 14999000,
appsec (14.987 s) : 14987000, 14987000
.   : milestone, 14987000,
iast (18.199 s) : 18199000, 18199000
.   : milestone, 18199000,
iast_GLOBAL (17.703 s) : 17703000, 17703000
.   : milestone, 17703000,
profiling (14.773 s) : 14773000, 14773000
.   : milestone, 14773000,
tracing (14.696 s) : 14696000, 14696000
.   : milestone, 14696000,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	15.048 s [15.048 s, 15.048 s]	-
appsec	14.845 s [14.845 s, 14.845 s]	-203.0 ms (-1.3%)
iast	18.206 s [18.206 s, 18.206 s]	3.158 s (21.0%)
iast_GLOBAL	17.789 s [17.789 s, 17.789 s]	2.741 s (18.2%)
profiling	14.899 s [14.899 s, 14.899 s]	-149.0 ms (-1.0%)
tracing	14.854 s [14.854 s, 14.854 s]	-194.0 ms (-1.3%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	14.999 s [14.999 s, 14.999 s]	-
appsec	14.987 s [14.987 s, 14.987 s]	-12.0 ms (-0.1%)
iast	18.199 s [18.199 s, 18.199 s]	3.2 s (21.3%)
iast_GLOBAL	17.703 s [17.703 s, 17.703 s]	2.704 s (18.0%)
profiling	14.773 s [14.773 s, 14.773 s]	-226.0 ms (-1.5%)
tracing	14.696 s [14.696 s, 14.696 s]	-303.0 ms (-2.0%)

Execution time for tomcat

gantt
    title tomcat - execution time [CI 0.99] : candidate=1.60.0-SNAPSHOT~de2d1b6f9f, baseline=1.60.0-SNAPSHOT~be0482d740
    dateFormat X
    axisFormat %s
section baseline
no_agent (1.474 ms) : 1462, 1485
.   : milestone, 1474,
appsec (3.794 ms) : 3571, 4016
.   : milestone, 3794,
iast (2.251 ms) : 2182, 2320
.   : milestone, 2251,
iast_GLOBAL (2.295 ms) : 2226, 2364
.   : milestone, 2295,
profiling (2.079 ms) : 2025, 2134
.   : milestone, 2079,
tracing (2.075 ms) : 2021, 2128
.   : milestone, 2075,
section candidate
no_agent (1.474 ms) : 1462, 1485
.   : milestone, 1474,
appsec (3.769 ms) : 3548, 3990
.   : milestone, 3769,
iast (2.254 ms) : 2185, 2324
.   : milestone, 2254,
iast_GLOBAL (2.307 ms) : 2237, 2377
.   : milestone, 2307,
profiling (2.076 ms) : 2022, 2131
.   : milestone, 2076,
tracing (2.063 ms) : 2010, 2117
.   : milestone, 2063,

baseline results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.474 ms [1.462 ms, 1.485 ms]	-
appsec	3.794 ms [3.571 ms, 4.016 ms]	2.32 ms (157.4%)
iast	2.251 ms [2.182 ms, 2.32 ms]	776.906 µs (52.7%)
iast_GLOBAL	2.295 ms [2.226 ms, 2.364 ms]	821.176 µs (55.7%)
profiling	2.079 ms [2.025 ms, 2.134 ms]	605.283 µs (41.1%)
tracing	2.075 ms [2.021 ms, 2.128 ms]	600.789 µs (40.8%)

candidate results

Variant	Execution Time [CI 0.99]	Δ no_agent
no_agent	1.474 ms [1.462 ms, 1.485 ms]	-
appsec	3.769 ms [3.548 ms, 3.99 ms]	2.295 ms (155.7%)
iast	2.254 ms [2.185 ms, 2.324 ms]	780.471 µs (53.0%)
iast_GLOBAL	2.307 ms [2.237 ms, 2.377 ms]	833.254 µs (56.5%)
profiling	2.076 ms [2.022 ms, 2.131 ms]	602.424 µs (40.9%)
tracing	2.063 ms [2.01 ms, 2.117 ms]	589.304 µs (40.0%)

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 3 commits February 24, 2026 14:28

fixing an error + adding right logs

1d3d147

ran spotless

f0be2cf

added a log

de2d1b6

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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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larakulkarni1 commented Feb 20, 2026

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