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@mobuchowski mobuchowski commented Mar 12, 2025

What Does This Do

If OpenLineage library is present on the classpath, instrument SparkListenerBus to inject the OpenLineageSparkListener with additional tags ourselves.

Motivation

https://docs.google.com/document/d/14nmf3UcqhzoOfooiveoEBUO-HHejKalLR-qAKzbR2PI/edit?tab=t.0#heading=h.dpfdi5vyt85h

https://docs.google.com/document/d/1EwNCsnhnilL6YHYMg4UYwqK_yKgBEUsxys669h8l_-M/edit?tab=t.0#heading=h.o8z5ox632qxx

Additional Notes

Contributor Checklist

Jira ticket: [PROJ-IDENT]

@mobuchowski mobuchowski added the inst: apache spark Apache Spark instrumentation label Mar 12, 2025
@mobuchowski mobuchowski requested a review from a team as a code owner March 12, 2025 12:21
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Benchmarks

Startup

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master mobuchowski/openlineage-agent-direct
git_commit_date 1743592817 1743596309
git_commit_sha 32046a3 83cf093
release_version 1.48.0-SNAPSHOT~32046a39ed 1.48.0-SNAPSHOT~83cf093182
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1743599430 1743599430
ci_job_id 876869835 876869835
ci_pipeline_id 60789920 60789920
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-m1cw8fbu-project-304-concurrent-0-v0konzd6 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-m1cw8fbu-project-304-concurrent-0-v0konzd6 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 65 metrics, 6 unstable metrics.

Startup time reports for insecure-bank
gantt title insecure-bank - global startup overhead: candidate=1.48.0-SNAPSHOT~83cf093182, baseline=1.48.0-SNAPSHOT~32046a39ed dateFormat X axisFormat %s section tracing Agent [baseline] (1.057 s) : 0, 1056860 Total [baseline] (8.756 s) : 0, 8756395 Agent [candidate] (1.052 s) : 0, 1052036 Total [candidate] (8.669 s) : 0, 8668550 section iast Agent [baseline] (1.179 s) : 0, 1179159 Total [baseline] (9.25 s) : 0, 9249768 Agent [candidate] (1.18 s) : 0, 1180295 Total [candidate] (9.241 s) : 0, 9240989 section iast_HARDCODED_SECRET_DISABLED Agent [baseline] (1.18 s) : 0, 1179974 Total [baseline] (9.193 s) : 0, 9193198 Agent [candidate] (1.189 s) : 0, 1189252 Total [candidate] (9.257 s) : 0, 9257106 section iast_TELEMETRY_OFF Agent [baseline] (1.175 s) : 0, 1175267 Total [baseline] (9.225 s) : 0, 9224944 Agent [candidate] (1.18 s) : 0, 1180245 Total [candidate] (9.235 s) : 0, 9234735 
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.057 s -
Agent iast 1.179 s 122.298 ms (11.6%)
Agent iast_HARDCODED_SECRET_DISABLED 1.18 s 123.113 ms (11.6%)
Agent iast_TELEMETRY_OFF 1.175 s 118.407 ms (11.2%)
Total tracing 8.756 s -
Total iast 9.25 s 493.373 ms (5.6%)
Total iast_HARDCODED_SECRET_DISABLED 9.193 s 436.803 ms (5.0%)
Total iast_TELEMETRY_OFF 9.225 s 468.548 ms (5.4%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.052 s -
Agent iast 1.18 s 128.258 ms (12.2%)
Agent iast_HARDCODED_SECRET_DISABLED 1.189 s 137.216 ms (13.0%)
Agent iast_TELEMETRY_OFF 1.18 s 128.208 ms (12.2%)
Total tracing 8.669 s -
Total iast 9.241 s 572.439 ms (6.6%)
Total iast_HARDCODED_SECRET_DISABLED 9.257 s 588.556 ms (6.8%)
Total iast_TELEMETRY_OFF 9.235 s 566.185 ms (6.5%)
gantt title insecure-bank - break down per module: candidate=1.48.0-SNAPSHOT~83cf093182, baseline=1.48.0-SNAPSHOT~32046a39ed dateFormat X axisFormat %s section tracing BytebuddyAgent [baseline] (722.977 ms) : 0, 722977 BytebuddyAgent [candidate] (719.423 ms) : 0, 719423 GlobalTracer [baseline] (241.072 ms) : 0, 241072 GlobalTracer [candidate] (239.602 ms) : 0, 239602 AppSec [baseline] (54.787 ms) : 0, 54787 AppSec [candidate] (54.277 ms) : 0, 54277 Debugger [baseline] (4.466 ms) : 0, 4466 Debugger [candidate] (4.411 ms) : 0, 4411 Remote Config [baseline] (695.648 µs) : 0, 696 Remote Config [candidate] (698.178 µs) : 0, 698 Telemetry [baseline] (12.221 ms) : 0, 12221 Telemetry [candidate] (13.046 ms) : 0, 13046 section iast BytebuddyAgent [baseline] (837.265 ms) : 0, 837265 BytebuddyAgent [candidate] (838.061 ms) : 0, 838061 GlobalTracer [baseline] (229.65 ms) : 0, 229650 GlobalTracer [candidate] (229.073 ms) : 0, 229073 IAST [baseline] (22.626 ms) : 0, 22626 IAST [candidate] (23.535 ms) : 0, 23535 AppSec [baseline] (55.637 ms) : 0, 55637 AppSec [candidate] (55.685 ms) : 0, 55685 Debugger [baseline] (4.134 ms) : 0, 4134 Debugger [candidate] (4.173 ms) : 0, 4173 Remote Config [baseline] (609.876 µs) : 0, 610 Remote Config [candidate] (610.992 µs) : 0, 611 Telemetry [baseline] (8.752 ms) : 0, 8752 Telemetry [candidate] (8.808 ms) : 0, 8808 section iast_HARDCODED_SECRET_DISABLED BytebuddyAgent [baseline] (837.669 ms) : 0, 837669 BytebuddyAgent [candidate] (845.656 ms) : 0, 845656 GlobalTracer [baseline] (229.522 ms) : 0, 229522 GlobalTracer [candidate] (230.526 ms) : 0, 230526 IAST [baseline] (22.735 ms) : 0, 22735 IAST [candidate] (22.921 ms) : 0, 22921 AppSec [baseline] (56.071 ms) : 0, 56071 AppSec [candidate] (56.053 ms) : 0, 56053 Debugger [baseline] (4.159 ms) : 0, 4159 Debugger [candidate] (4.134 ms) : 0, 4134 Remote Config [baseline] (619.782 µs) : 0, 620 Remote Config [candidate] (608.445 µs) : 0, 608 Telemetry [baseline] (8.746 ms) : 0, 8746 Telemetry [candidate] (8.735 ms) : 0, 8735 section iast_TELEMETRY_OFF BytebuddyAgent [baseline] (833.838 ms) : 0, 833838 BytebuddyAgent [candidate] (839.013 ms) : 0, 839013 GlobalTracer [baseline] (229.238 ms) : 0, 229238 GlobalTracer [candidate] (229.025 ms) : 0, 229025 IAST [baseline] (22.287 ms) : 0, 22287 IAST [candidate] (22.331 ms) : 0, 22331 AppSec [baseline] (56.115 ms) : 0, 56115 AppSec [candidate] (55.92 ms) : 0, 55920 Debugger [baseline] (4.188 ms) : 0, 4188 Debugger [candidate] (4.163 ms) : 0, 4163 Remote Config [baseline] (616.429 µs) : 0, 616 Remote Config [candidate] (617.675 µs) : 0, 618 Telemetry [baseline] (8.65 ms) : 0, 8650 Telemetry [candidate] (8.664 ms) : 0, 8664 
Loading
Startup time reports for petclinic
gantt title petclinic - global startup overhead: candidate=1.48.0-SNAPSHOT~83cf093182, baseline=1.48.0-SNAPSHOT~32046a39ed dateFormat X axisFormat %s section tracing Agent [baseline] (1.049 s) : 0, 1049442 Total [baseline] (10.53 s) : 0, 10530093 Agent [candidate] (1.052 s) : 0, 1052209 Total [candidate] (10.461 s) : 0, 10461334 section appsec Agent [baseline] (1.194 s) : 0, 1194103 Total [baseline] (10.722 s) : 0, 10722065 Agent [candidate] (1.194 s) : 0, 1193507 Total [candidate] (10.727 s) : 0, 10726572 section iast Agent [baseline] (1.188 s) : 0, 1187776 Total [baseline] (11.07 s) : 0, 11070306 Agent [candidate] (1.18 s) : 0, 1179747 Total [candidate] (11.041 s) : 0, 11040520 section profiling Agent [baseline] (1.273 s) : 0, 1272804 Total [baseline] (10.863 s) : 0, 10862747 Agent [candidate] (1.283 s) : 0, 1283341 Total [candidate] (10.905 s) : 0, 10905045 
Loading
  • baseline results
Module Variant Duration Δ tracing
Agent tracing 1.049 s -
Agent appsec 1.194 s 144.661 ms (13.8%)
Agent iast 1.188 s 138.334 ms (13.2%)
Agent profiling 1.273 s 223.362 ms (21.3%)
Total tracing 10.53 s -
Total appsec 10.722 s 191.973 ms (1.8%)
Total iast 11.07 s 540.213 ms (5.1%)
Total profiling 10.863 s 332.654 ms (3.2%)
  • candidate results
Module Variant Duration Δ tracing
Agent tracing 1.052 s -
Agent appsec 1.194 s 141.298 ms (13.4%)
Agent iast 1.18 s 127.537 ms (12.1%)
Agent profiling 1.283 s 231.132 ms (22.0%)
Total tracing 10.461 s -
Total appsec 10.727 s 265.238 ms (2.5%)
Total iast 11.041 s 579.186 ms (5.5%)
Total profiling 10.905 s 443.711 ms (4.2%)
gantt title petclinic - break down per module: candidate=1.48.0-SNAPSHOT~83cf093182, baseline=1.48.0-SNAPSHOT~32046a39ed dateFormat X axisFormat %s section tracing BytebuddyAgent [baseline] (717.637 ms) : 0, 717637 BytebuddyAgent [candidate] (718.733 ms) : 0, 718733 GlobalTracer [baseline] (238.937 ms) : 0, 238937 GlobalTracer [candidate] (239.567 ms) : 0, 239567 AppSec [baseline] (54.411 ms) : 0, 54411 AppSec [candidate] (54.482 ms) : 0, 54482 Debugger [baseline] (5.153 ms) : 0, 5153 Debugger [candidate] (4.433 ms) : 0, 4433 Remote Config [baseline] (685.957 µs) : 0, 686 Remote Config [candidate] (701.371 µs) : 0, 701 Telemetry [baseline] (12.132 ms) : 0, 12132 Telemetry [candidate] (13.817 ms) : 0, 13817 section appsec BytebuddyAgent [baseline] (738.003 ms) : 0, 738003 BytebuddyAgent [candidate] (737.564 ms) : 0, 737564 GlobalTracer [baseline] (235.92 ms) : 0, 235920 GlobalTracer [candidate] (235.483 ms) : 0, 235483 AppSec [baseline] (175.841 ms) : 0, 175841 AppSec [candidate] (175.629 ms) : 0, 175629 Debugger [baseline] (4.279 ms) : 0, 4279 Debugger [candidate] (4.294 ms) : 0, 4294 Remote Config [baseline] (640.17 µs) : 0, 640 Remote Config [candidate] (640.948 µs) : 0, 641 Telemetry [baseline] (8.204 ms) : 0, 8204 Telemetry [candidate] (8.541 ms) : 0, 8541 IAST [baseline] (21.415 ms) : 0, 21415 IAST [candidate] (21.708 ms) : 0, 21708 section iast BytebuddyAgent [baseline] (844.286 ms) : 0, 844286 BytebuddyAgent [candidate] (837.964 ms) : 0, 837964 GlobalTracer [baseline] (230.656 ms) : 0, 230656 GlobalTracer [candidate] (229.547 ms) : 0, 229547 AppSec [baseline] (55.641 ms) : 0, 55641 AppSec [candidate] (55.889 ms) : 0, 55889 Debugger [baseline] (4.162 ms) : 0, 4162 Debugger [candidate] (4.109 ms) : 0, 4109 Remote Config [baseline] (622.265 µs) : 0, 622 Remote Config [candidate] (615.666 µs) : 0, 616 Telemetry [baseline] (8.795 ms) : 0, 8795 Telemetry [candidate] (8.625 ms) : 0, 8625 IAST [baseline] (22.99 ms) : 0, 22990 IAST [candidate] (22.555 ms) : 0, 22555 section profiling ProfilingAgent [baseline] (102.23 ms) : 0, 102230 ProfilingAgent [candidate] (103.317 ms) : 0, 103317 BytebuddyAgent [baseline] (709.029 ms) : 0, 709029 BytebuddyAgent [candidate] (715.025 ms) : 0, 715025 GlobalTracer [baseline] (348.306 ms) : 0, 348306 GlobalTracer [candidate] (351.262 ms) : 0, 351262 AppSec [baseline] (53.761 ms) : 0, 53761 AppSec [candidate] (53.734 ms) : 0, 53734 Debugger [baseline] (4.252 ms) : 0, 4252 Debugger [candidate] (4.297 ms) : 0, 4297 Remote Config [baseline] (694.487 µs) : 0, 694 Remote Config [candidate] (707.246 µs) : 0, 707 Telemetry [baseline] (8.93 ms) : 0, 8930 Telemetry [candidate] (9.033 ms) : 0, 9033 Profiling [baseline] (102.256 ms) : 0, 102256 Profiling [candidate] (103.342 ms) : 0, 103342 
Loading

Load

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
end_time 2025-04-02T12:40:41 2025-04-02T12:48:28
git_branch master mobuchowski/openlineage-agent-direct
git_commit_date 1743592817 1743596309
git_commit_sha 32046a3 83cf093
release_version 1.48.0-SNAPSHOT~32046a39ed 1.48.0-SNAPSHOT~83cf093182
start_time 2025-04-02T12:40:27 2025-04-02T12:48:14
See matching parameters
Baseline Candidate
application insecure-bank insecure-bank
ci_job_date 1743598507 1743598507
ci_job_id 876869837 876869837
ci_pipeline_id 60789920 60789920
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-f8yuutny-project-304-concurrent-0-7ajg7zlp 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-f8yuutny-project-304-concurrent-0-7ajg7zlp 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 12 metrics, 18 unstable metrics.

Request duration reports for insecure-bank
gantt title insecure-bank - request duration [CI 0.99] : candidate=1.48.0-SNAPSHOT~83cf093182, baseline=1.48.0-SNAPSHOT~32046a39ed dateFormat X axisFormat %s section baseline no_agent (386.813 µs) : 367, 406 . : milestone, 387, iast (516.4 µs) : 495, 538 . : milestone, 516, iast_FULL (735.829 µs) : 714, 758 . : milestone, 736, iast_GLOBAL (573.642 µs) : 550, 597 . : milestone, 574, iast_HARDCODED_SECRET_DISABLED (511.929 µs) : 490, 533 . : milestone, 512, iast_INACTIVE (467.099 µs) : 445, 489 . : milestone, 467, iast_TELEMETRY_OFF (508.127 µs) : 486, 530 . : milestone, 508, tracing (470.344 µs) : 447, 493 . : milestone, 470, section candidate no_agent (376.262 µs) : 357, 396 . : milestone, 376, iast (514.304 µs) : 493, 536 . : milestone, 514, iast_FULL (737.11 µs) : 715, 759 . : milestone, 737, iast_GLOBAL (560.891 µs) : 539, 583 . : milestone, 561, iast_HARDCODED_SECRET_DISABLED (515.283 µs) : 493, 537 . : milestone, 515, iast_INACTIVE (468.495 µs) : 447, 490 . : milestone, 468, iast_TELEMETRY_OFF (500.898 µs) : 479, 522 . : milestone, 501, tracing (462.803 µs) : 442, 484 . : milestone, 463, 
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 386.813 µs [367.199 µs, 406.427 µs] -
iast 516.4 µs [494.904 µs, 537.895 µs] 129.587 µs (33.5%)
iast_FULL 735.829 µs [713.68 µs, 757.977 µs] 349.016 µs (90.2%)
iast_GLOBAL 573.642 µs [549.91 µs, 597.373 µs] 186.829 µs (48.3%)
iast_HARDCODED_SECRET_DISABLED 511.929 µs [490.478 µs, 533.38 µs] 125.116 µs (32.3%)
iast_INACTIVE 467.099 µs [445.185 µs, 489.014 µs] 80.286 µs (20.8%)
iast_TELEMETRY_OFF 508.127 µs [485.767 µs, 530.487 µs] 121.314 µs (31.4%)
tracing 470.344 µs [447.268 µs, 493.42 µs] 83.531 µs (21.6%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 376.262 µs [356.531 µs, 395.994 µs] -
iast 514.304 µs [492.609 µs, 535.998 µs] 138.041 µs (36.7%)
iast_FULL 737.11 µs [715.197 µs, 759.024 µs] 360.848 µs (95.9%)
iast_GLOBAL 560.891 µs [539.017 µs, 582.764 µs] 184.628 µs (49.1%)
iast_HARDCODED_SECRET_DISABLED 515.283 µs [493.452 µs, 537.114 µs] 139.021 µs (36.9%)
iast_INACTIVE 468.495 µs [446.765 µs, 490.224 µs] 92.232 µs (24.5%)
iast_TELEMETRY_OFF 500.898 µs [479.318 µs, 522.478 µs] 124.635 µs (33.1%)
tracing 462.803 µs [442.048 µs, 483.557 µs] 86.54 µs (23.0%)
Request duration reports for petclinic
gantt title petclinic - request duration [CI 0.99] : candidate=1.48.0-SNAPSHOT~83cf093182, baseline=1.48.0-SNAPSHOT~32046a39ed dateFormat X axisFormat %s section baseline no_agent (1.359 ms) : 1339, 1379 . : milestone, 1359, appsec (1.743 ms) : 1719, 1767 . : milestone, 1743, appsec_no_iast (1.748 ms) : 1725, 1772 . : milestone, 1748, code_origins (1.698 ms) : 1672, 1724 . : milestone, 1698, iast (1.524 ms) : 1499, 1549 . : milestone, 1524, profiling (1.548 ms) : 1523, 1573 . : milestone, 1548, tracing (1.508 ms) : 1483, 1534 . : milestone, 1508, section candidate no_agent (1.346 ms) : 1326, 1366 . : milestone, 1346, appsec (1.736 ms) : 1712, 1760 . : milestone, 1736, appsec_no_iast (1.757 ms) : 1732, 1782 . : milestone, 1757, code_origins (1.685 ms) : 1657, 1712 . : milestone, 1685, iast (1.525 ms) : 1501, 1550 . : milestone, 1525, profiling (1.565 ms) : 1539, 1590 . : milestone, 1565, tracing (1.508 ms) : 1483, 1533 . : milestone, 1508, 
Loading
  • baseline results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.359 ms [1.339 ms, 1.379 ms] -
appsec 1.743 ms [1.719 ms, 1.767 ms] 384.078 µs (28.3%)
appsec_no_iast 1.748 ms [1.725 ms, 1.772 ms] 389.607 µs (28.7%)
code_origins 1.698 ms [1.672 ms, 1.724 ms] 338.943 µs (24.9%)
iast 1.524 ms [1.499 ms, 1.549 ms] 165.286 µs (12.2%)
profiling 1.548 ms [1.523 ms, 1.573 ms] 189.523 µs (13.9%)
tracing 1.508 ms [1.483 ms, 1.534 ms] 149.578 µs (11.0%)
  • candidate results
Variant Request duration [CI 0.99] Δ no_agent
no_agent 1.346 ms [1.326 ms, 1.366 ms] -
appsec 1.736 ms [1.712 ms, 1.76 ms] 389.867 µs (29.0%)
appsec_no_iast 1.757 ms [1.732 ms, 1.782 ms] 410.918 µs (30.5%)
code_origins 1.685 ms [1.657 ms, 1.712 ms] 338.698 µs (25.2%)
iast 1.525 ms [1.501 ms, 1.55 ms] 179.255 µs (13.3%)
profiling 1.565 ms [1.539 ms, 1.59 ms] 218.528 µs (16.2%)
tracing 1.508 ms [1.483 ms, 1.533 ms] 161.782 µs (12.0%)

Dacapo

Parameters

Baseline Candidate
baseline_or_candidate baseline candidate
git_branch master mobuchowski/openlineage-agent-direct
git_commit_date 1743592817 1743596309
git_commit_sha 32046a3 83cf093
release_version 1.48.0-SNAPSHOT~32046a39ed 1.48.0-SNAPSHOT~83cf093182
See matching parameters
Baseline Candidate
application biojava biojava
ci_job_date 1743599018 1743599018
ci_job_id 876869839 876869839
ci_pipeline_id 60789920 60789920
cpu_model Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
kernel_version Linux runner-m1cw8fbu-project-304-concurrent-1-tpfl6c1d 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-m1cw8fbu-project-304-concurrent-1-tpfl6c1d 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 biojava
gantt title biojava - execution time [CI 0.99] : candidate=1.48.0-SNAPSHOT~83cf093182, baseline=1.48.0-SNAPSHOT~32046a39ed dateFormat X axisFormat %s section baseline no_agent (15.454 s) : 15454000, 15454000 . : milestone, 15454000, appsec (15.176 s) : 15176000, 15176000 . : milestone, 15176000, iast (18.992 s) : 18992000, 18992000 . : milestone, 18992000, iast_GLOBAL (17.605 s) : 17605000, 17605000 . : milestone, 17605000, profiling (15.549 s) : 15549000, 15549000 . : milestone, 15549000, tracing (14.945 s) : 14945000, 14945000 . : milestone, 14945000, section candidate no_agent (15.421 s) : 15421000, 15421000 . : milestone, 15421000, appsec (14.938 s) : 14938000, 14938000 . : milestone, 14938000, iast (18.812 s) : 18812000, 18812000 . : milestone, 18812000, iast_GLOBAL (18.259 s) : 18259000, 18259000 . : milestone, 18259000, profiling (15.206 s) : 15206000, 15206000 . : milestone, 15206000, tracing (14.78 s) : 14780000, 14780000 . : milestone, 14780000, 
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.454 s [15.454 s, 15.454 s] -
appsec 15.176 s [15.176 s, 15.176 s] -278.0 ms (-1.8%)
iast 18.992 s [18.992 s, 18.992 s] 3.538 s (22.9%)
iast_GLOBAL 17.605 s [17.605 s, 17.605 s] 2.151 s (13.9%)
profiling 15.549 s [15.549 s, 15.549 s] 95.0 ms (0.6%)
tracing 14.945 s [14.945 s, 14.945 s] -509.0 ms (-3.3%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 15.421 s [15.421 s, 15.421 s] -
appsec 14.938 s [14.938 s, 14.938 s] -483.0 ms (-3.1%)
iast 18.812 s [18.812 s, 18.812 s] 3.391 s (22.0%)
iast_GLOBAL 18.259 s [18.259 s, 18.259 s] 2.838 s (18.4%)
profiling 15.206 s [15.206 s, 15.206 s] -215.0 ms (-1.4%)
tracing 14.78 s [14.78 s, 14.78 s] -641.0 ms (-4.2%)
Execution time for tomcat
gantt title tomcat - execution time [CI 0.99] : candidate=1.48.0-SNAPSHOT~83cf093182, baseline=1.48.0-SNAPSHOT~32046a39ed dateFormat X axisFormat %s section baseline no_agent (1.472 ms) : 1460, 1483 . : milestone, 1472, appsec (2.371 ms) : 2324, 2418 . : milestone, 2371, iast (2.166 ms) : 2106, 2226 . : milestone, 2166, iast_GLOBAL (2.201 ms) : 2141, 2260 . : milestone, 2201, profiling (2.046 ms) : 1998, 2095 . : milestone, 2046, tracing (1.981 ms) : 1935, 2027 . : milestone, 1981, section candidate no_agent (1.47 ms) : 1458, 1481 . : milestone, 1470, appsec (2.373 ms) : 2327, 2420 . : milestone, 2373, iast (2.153 ms) : 2094, 2213 . : milestone, 2153, iast_GLOBAL (2.19 ms) : 2131, 2249 . : milestone, 2190, profiling (2.013 ms) : 1965, 2062 . : milestone, 2013, tracing (1.985 ms) : 1939, 2030 . : milestone, 1985, 
Loading
  • baseline results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.472 ms [1.46 ms, 1.483 ms] -
appsec 2.371 ms [2.324 ms, 2.418 ms] 899.259 µs (61.1%)
iast 2.166 ms [2.106 ms, 2.226 ms] 694.053 µs (47.2%)
iast_GLOBAL 2.201 ms [2.141 ms, 2.26 ms] 728.771 µs (49.5%)
profiling 2.046 ms [1.998 ms, 2.095 ms] 574.656 µs (39.0%)
tracing 1.981 ms [1.935 ms, 2.027 ms] 509.061 µs (34.6%)
  • candidate results
Variant Execution Time [CI 0.99] Δ no_agent
no_agent 1.47 ms [1.458 ms, 1.481 ms] -
appsec 2.373 ms [2.327 ms, 2.42 ms] 903.547 µs (61.5%)
iast 2.153 ms [2.094 ms, 2.213 ms] 683.577 µs (46.5%)
iast_GLOBAL 2.19 ms [2.131 ms, 2.249 ms] 720.238 µs (49.0%)
profiling 2.013 ms [1.965 ms, 2.062 ms] 543.505 µs (37.0%)
tracing 1.985 ms [1.939 ms, 2.03 ms] 514.933 µs (35.0%)
@PerfectSlayer PerfectSlayer added the type: enhancement Enhancements and improvements label Mar 12, 2025
@mobuchowski mobuchowski force-pushed the mobuchowski/openlineage-agent-direct branch from d36e910 to d48bb91 Compare March 13, 2025 15:13
"_[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}$", "");
}

private Optional<Class> loadClass(String className) {
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Why don't we just instrument OL listener instead? I.e. add listener setup code which sets all required settings if not present?

private final int MAX_COLLECTION_SIZE = 5000;
private final int MAX_ACCUMULATOR_SIZE = 50000;
private final String RUNTIME_TAGS_PREFIX = "spark.datadog.tags.";
private static final String AGENT_OL_ENDPOINT = "openlineage/api/v1/lineage";
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Not directly related to this PR since it is an agent change, but to keep the same default as openlineage, wondering if it could be easier to keep the endpoint name as /api/v1/lineage in the agent

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My idea was that /api/v1/lineage endpoint was too confusing, and that as we're setting this - not customer - the additional endpoint setting does not matter that much. We can do a change on the client still, it was not yet released.

finishApplication(System.currentTimeMillis(), null, 0, null);
}
}));
initApplicationSpanIfNotInitialized();
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I don't think we should create the application span in the constructor/onApplicationStart.

In the case of Databricks or streaming jobs, we are currently not creating a application span:

  • in databricks the parent of a spark job is the databricks task that launched it
  • in streaming, we don't attach the streaming span to the application span

In those cases, I think we should skip overriding OpenLineage for now

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Removed this here, added check for databricks/streaming

@mobuchowski mobuchowski force-pushed the mobuchowski/openlineage-agent-direct branch 5 times, most recently from c3e99e1 to a582374 Compare March 21, 2025 17:23
@mobuchowski mobuchowski force-pushed the mobuchowski/openlineage-agent-direct branch 6 times, most recently from 55d9b0d to ccd94f3 Compare March 26, 2025 09:44
@mobuchowski mobuchowski requested a review from a team as a code owner March 26, 2025 09:44
@mobuchowski mobuchowski requested a review from amarziali March 26, 2025 09:44
@mobuchowski mobuchowski force-pushed the mobuchowski/openlineage-agent-direct branch from b4637a8 to 1c43c96 Compare March 26, 2025 15:11
public static void exit(@Advice.This Object self) throws IllegalAccessException {
LoggerFactory.getLogger(Config.class).debug("Checking for OpenLineageSparkListener");
try {
Field conf = self.getClass().getDeclaredField("conf");
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can you use @FieldValue to have the same without using the reflection?

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I would like to - but the instrumented class clones the object so it's not the same one as what's passed to the method.

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I was not proposing to capture the argument of the constructor but to use @FieldValue to directly map the field (https://javadoc.io/doc/net.bytebuddy/byte-buddy/1.10.2/net/bytebuddy/asm/Advice.FieldValue.html) like this:

public static void exit(@Advice.This Object self, @FieldValue("conf") SparkConf conf) { ... 
@Override
public String[] knownMatchingTypes() {
return new String[] {
"io.openlineage.spark.agent.OpenLineageSparkListener", "org.apache.spark.util.Utils"
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why org.apache.spark.util.Utils is also matching the advice activation while the method advice is only filtering by io.openlineage.spark.agent.OpenLineageSparkListener?

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Thanks for that addition. I left few comments that might require small changes to improve that instrumentation before merging it

@mobuchowski mobuchowski force-pushed the mobuchowski/openlineage-agent-direct branch from 1c43c96 to 34d6cb4 Compare March 31, 2025 11:03
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Thanks @amarziali, applied the changes. Added one more change - using InstanceStore rather than setting openLineageSparkListener as a static member directly fron instrumentation - to be more robust for underlying Spark classloader handling.

@mobuchowski mobuchowski requested a review from amarziali March 31, 2025 11:09
@mobuchowski mobuchowski force-pushed the mobuchowski/openlineage-agent-direct branch from 34d6cb4 to 5cd3c14 Compare March 31, 2025 11:34
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looks ok. there is a fix for the system test that is failing. I recommend to merge latest master changes to this branch to pass the CI

Signed-off-by: Maciej Obuchowski <maciej.obuchowski@datadoghq.com>
Signed-off-by: Maciej Obuchowski <maciej.obuchowski@datadoghq.com>
@mobuchowski mobuchowski force-pushed the mobuchowski/openlineage-agent-direct branch from c34a423 to 83cf093 Compare April 2, 2025 12:18
@mobuchowski mobuchowski merged commit 089d1cc into master Apr 2, 2025
252 checks passed
@mobuchowski mobuchowski deleted the mobuchowski/openlineage-agent-direct branch April 2, 2025 13:39
@github-actions github-actions bot added this to the 1.48.0 milestone Apr 2, 2025
svc-squareup-copybara pushed a commit to cashapp/misk that referenced this pull request Apr 11, 2025
| 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 ([#&#8203;8687](DataDog/dd-trace-java#8687) - 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✨ Implement tests reordering for JUnit 4 ([#&#8203;8650](DataDog/dd-trace-java#8650) - [@&#8203;daniel-mohedano](https://github.com/daniel-mohedano)) - 🐛 Set default Attempt to Fix retries if none provided from the backend ([#&#8203;8615](DataDog/dd-trace-java#8615) - [@&#8203;daniel-mohedano](https://github.com/daniel-mohedano)) - ✨ Allow to manually set PR info ([#&#8203;8566](DataDog/dd-trace-java#8566) - [@&#8203;nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - 🐛 Fix Test Optimization init when repo root cannot be determined ([#&#8203;8533](DataDog/dd-trace-java#8533) - [@&#8203;nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - ✨ Add capabilities tagging ([#&#8203;8499](DataDog/dd-trace-java#8499), [#&#8203;8540](DataDog/dd-trace-java#8540) - [@&#8203;daniel-mohedano](https://github.com/daniel-mohedano)) #### Crash tracking - 🐛 Remove dependency on bash from crash/oome uploder scripts ([#&#8203;8652](DataDog/dd-trace-java#8652) - [@&#8203;jbachorik](https://github.com/jbachorik)) #### Data Streams Monitoring - 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✨ Add profiler env check command to AgentCLI ([#&#8203;8671](DataDog/dd-trace-java#8671) - [@&#8203;jbachorik](https://github.com/jbachorik)) - ✨ Bump ddprof to 1.23.0 ([#&#8203;8668](DataDog/dd-trace-java#8668) - [@&#8203;jbachorik](https://github.com/jbachorik)) - Fix a crash related to ElfParser::loadSymbolTable ([#&#8203;191](DataDog/dd-trace-java#191)) by [@&#8203;yanglong1010](https://github.com/yanglong1010) in DataDog/java-profiler#192 - Unwind String.indexOf intrinsic on AArch64 by [@&#8203;MattAlp](https://github.com/MattAlp) in DataDog/java-profiler#193 - Fix Java 24 support by [@&#8203;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 [@&#8203;jbachorik](https://github.com/jbachorik) in DataDog/java-profiler#199 - 🐛 Remove process information from JFR recording ([#&#8203;8661](DataDog/dd-trace-java#8661) - [@&#8203;r1viollet](https://github.com/r1viollet)) - 🐛 Make TempLocationManager USER aware ([#&#8203;8605](DataDog/dd-trace-java#8605) - [@&#8203;jbachorik](https://github.com/jbachorik)) - ✨ Extract git tags from embedded git.properties and datadog_git.properties ([#&#8203;8561](DataDog/dd-trace-java#8561) - [@&#8203;wmouchere](https://github.com/wmouchere)) #### Telemetry - 🐛 Fix appsec.rasp.error and appsec.waf.error telemetry metrics ([#&#8203;8624](DataDog/dd-trace-java#8624) - [@&#8203;jandro996](https://github.com/jandro996)) - ✨ Create metric: appsec.rasp.rule.skipped ([#&#8203;8618](DataDog/dd-trace-java#8618) - [@&#8203;jandro996](https://github.com/jandro996)) - ✨ Extract git tags from embedded git.properties and datadog_git.properties ([#&#8203;8561](DataDog/dd-trace-java#8561) - [@&#8203;wmouchere](https://github.com/wmouchere)) #### Testing - 🧹 Simplify ssi tests one-pipeline ([#&#8203;8558](DataDog/dd-trace-java#8558) - [@&#8203;robertomonteromiguel](https://github.com/robertomonteromiguel)) - ✨ Add smoke tests for java's concurrent API ([#&#8203;8438](DataDog/dd-trace-java#8438) - [@&#8203;sarahchen6](https://github.com/sarahchen6)) #### Trace context propagation - ✨ Adding Support for `TRACE_PROPAGATION_BEHAVIOR_EXTRACT` ([#&#8203;8535](DataDog/dd-trace-java#8535) - [@&#8203;mhlidd](https://github.com/mhlidd)) #### Tracer core - 🐛 Ensure shaded helpers have unique names ([#&#8203;8559](DataDog/dd-trace-java#8559) - [@&#8203;amarziali](https://github.com/amarziali)) - ✨ Support common config sources for user-provided git info ([#&#8203;8547](DataDog/dd-trace-java#8547) - [@&#8203;nikita-tkachenko-datadog](https://github.com/nikita-tkachenko-datadog)) - ✨ Make the default config sources more robust when a security manager is installed ([#&#8203;8544](DataDog/dd-trace-java#8544) - [@&#8203;mcculls](https://github.com/mcculls)) - ✨ Support targeting services with configurations in stable configuration file ([#&#8203;8526](DataDog/dd-trace-java#8526) - [@&#8203;mtoffl01](https://github.com/mtoffl01)) - ✨ Add new parser for `DD_TAGS` and prioritizing `DD_SERVICE` ([#&#8203;8296](DataDog/dd-trace-java#8296) - [@&#8203;mhlidd](https://github.com/mhlidd)) #### Tracer internal logging - 🐛 Add missing debug log for the cloudPayloadTaggingServices config ([#&#8203;8600](DataDog/dd-trace-java#8600) - [@&#8203;ygree](https://github.com/ygree)) - ✨ Add the possibility to output the logs of the Java tracer in JSON ([#&#8203;8083](DataDog/dd-trace-java#8083) - [@&#8203;cecile75](https://github.com/cecile75)) #### Tracer public API - ✨ Introducing `DD_TRACE_EXPERIMENTAL_FEATURES_ENABLED` Config ([#&#8203;8536](DataDog/dd-trace-java#8536) - [@&#8203;mhlidd](https://github.com/mhlidd)) - ✨ Config Consistency Round 2 ([#&#8203;8489](DataDog/dd-trace-java#8489) - [@&#8203;mhlidd](https://github.com/mhlidd)) ### Instrumentations #### - 🐛 Fix NPE in getMdcCopy of LoggingEventInstrumentation ([#&#8203;8599](DataDog/dd-trace-java#8599) - [@&#8203;ygree](https://github.com/ygree)) #### Apache Spark instrumentation - ✨ Instrument Runtime.exit() to finish spark application spans ([#&#8203;8572](DataDog/dd-trace-java#8572) - [@&#8203;paul-laffon-dd](https://github.com/paul-laffon-dd)) - ✨ Configure OpenLineage if present in Spark instrumentation ([#&#8203;8541](DataDog/dd-trace-java#8541) - [@&#8203;mobuchowski](https://github.com/mobuchowski)) #### Armeria Instrumentation - ✨ Support armeria grpc 1.32.3 ([#&#8203;8606](DataDog/dd-trace-java#8606) - [@&#8203;github-actions](https://github.com/github-actions)\[bot]) #### AWS DynamoDB Instrumentation - ✨ Create DynamoDB instrumentation + add span pointers for `updateItem` and `deleteItem` ([#&#8203;8490](DataDog/dd-trace-java#8490) - [@&#8203;nhulston](https://github.com/nhulston)) #### AWS SDK instrumentation - ✨ Add DynamoDB in DEFAULT_TRACE_CLOUD_PAYLOAD_TAGGING_SERVICES ([#&#8203;8595](DataDog/dd-trace-java#8595) - [@&#8203;joeyzhao2018](https://github.com/joeyzhao2018)) #### Azure Functions instrumentation - ✨ Enable tracer computed trace metrics by default for Azure Functions ([#&#8203;8518](DataDog/dd-trace-java#8518) - [@&#8203;duncanpharvey](https://github.com/duncanpharvey)) - 💡 Add azure-functions instrumentation ([#&#8203;8432](DataDog/dd-trace-java#8432) - [@&#8203;duncanpharvey](https://github.com/duncanpharvey)) #### Core Java language instrumentation - 🐛 Fix ForkJoinPool.execute() instrumentation on Java 21+ ([#&#8203;8560](DataDog/dd-trace-java#8560) - [@&#8203;PerfectSlayer](https://github.com/PerfectSlayer)) #### Eclipse Vert.x instrumentation - ✨ Add vertx postgresql client instrumentation ([#&#8203;8471](DataDog/dd-trace-java#8471) - [@&#8203;vandonr](https://github.com/vandonr) - thanks for the contribution!) #### Kafka instrumentation - ✨ Support and test kafka-clients 4 ([#&#8203;8581](DataDog/dd-trace-java#8581) - [@&#8203;amarziali](https://github.com/amarziali)) #### Kotlin instrumentation - ✨ Avoid disconnected traces when using Kotlin flowOn ([#&#8203;8651](DataDog/dd-trace-java#8651) - [@&#8203;mcculls](https://github.com/mcculls)) #### OpenTelemetry instrumentation - 🧹 Migrate OtelContext wrapper to new internal Context API ([#&#8203;8645](DataDog/dd-trace-java#8645) - [@&#8203;mcculls](https://github.com/mcculls)) #### Spring instrumentation - 🐛 Support CompletableFuture on spring webmvc controllers ([#&#8203;8659](DataDog/dd-trace-java#8659) - [@&#8203;amarziali](https://github.com/amarziali)) - ✨ Add support for endpoint discovery in spring mvc ([#&#8203;8352](DataDog/dd-trace-java#8352) - [@&#8203;manuel-alvarez-alvarez](https://github.com/manuel-alvarez-alvarez)) #### WebSocket Instrumentation - ✨ Instrument Jetty websocket pojo ([#&#8203;8562](DataDog/dd-trace-java#8562) - [@&#8203;amarziali](https://github.com/amarziali)) - 💡 Instrument Java Websocket API (JSR356) ([#&#8203;8440](DataDog/dd-trace-java#8440) - [@&#8203;amarziali](https://github.com/amarziali)) #### All other instrumentations - ✨ Introduce cache for peer.hostname lookup ([#&#8203;8601](DataDog/dd-trace-java#8601) - [@&#8203;mcculls](https://github.com/mcculls)) - ✨ Support pekko http 1.1 ([#&#8203;8532](DataDog/dd-trace-java#8532) - [@&#8203;amarziali](https://github.com/amarziali)) </details> --- ### Configuration 📅 **Schedule**: Branch creation - "after 6pm every weekday,before 2am every weekday" in timezone Australia/Melbourne, Automerge - At any time (no schedule defined). 🚦 **Automerge**: Disabled by config. Please merge this manually once you are satisfied. ♻ **Rebasing**: Never, or you tick the rebase/retry checkbox. 👻 **Immortal**: This PR will be recreated if closed unmerged. Get [config help](https://github.com/renovatebot/renovate/discussions) if that's undesired. --- - [ ] <!-- rebase-check -->If you want to rebase/retry this PR, check this box --- This PR has been generated by [Renovate Bot](https://github.com/renovatebot/renovate). GitOrigin-RevId: 331314f71acaced3adc75ea5d7e855c248d593fc
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Labels

inst: apache spark Apache Spark instrumentation type: enhancement Enhancements and improvements

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