[renovate-bot]

This PR contains the following updates:

Package	Update	Change
software.amazon.awssdk:auth	minor	2.29.51 → 2.57.3
software.amazon.awssdk:regions	minor	2.29.51 → 2.57.3
software.amazon.awssdk:s3	minor	2.29.51 → 2.57.3
software.amazon.awssdk:sts	minor	2.29.51 → 2.57.3

---

Configuration

📅 Schedule: (in timezone Etc/UTC)

• Branch creation
  • "before 8am on monday"
• Automerge
  • At any time (no schedule defined)

🚦 Automerge: Disabled by config. Please merge this manually once you are satisfied.

♻ Rebasing: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.

🔕 Ignore: Close this PR and you won't be reminded about these updates again.

---

• If you want to rebase/retry this PR, check this box

---

This PR was generated by Mend Renovate. View the repository job log.

[github-actions]

Automated Reviewer Suggestions

Based on the git blame history of the changed files, we recommend the following reviewers:

• Committers with relevant context: @parshimers
  You can request their reviews formally with /request-review @parshimers.

[codecov-commenter]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 91.82%. Comparing base (1ac5b22) to head (a8a840f).

Additional details and impacted files

@@            Coverage Diff            @@
##               main    #9148   +/-   ##
=========================================
  Coverage     91.82%   91.82%           
  Complexity     5071     5071           
=========================================
  Files          1271     1271           
  Lines         55212    55212           
  Branches       6987     6987           
=========================================
  Hits          50696    50696           
  Misses         2799     2799           
  Partials       1717     1717           

Flag	Coverage Δ		*Carryforward flag
access-control-service	77.44% <ø> (ø)
agent-service	99.16% <ø> (ø)		Carriedforward from 1ac5b22
amber	85.98% <ø> (ø)		Carriedforward from 1ac5b22
computing-unit-managing-service	61.84% <ø> (ø)
config-service	87.50% <ø> (ø)
file-service	81.92% <ø> (ø)
frontend	96.50% <ø> (ø)		Carriedforward from 1ac5b22
notebook-migration-service	83.77% <ø> (ø)
pyamber	98.54% <ø> (ø)		Carriedforward from 1ac5b22
workflow-compiling-service	72.61% <ø> (ø)

*This pull request uses carry forward flags. Click here to find out more.

☔ View full report in Codecov by Harness.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• 📦 JS Bundle Analysis: Save yourself from yourself by tracking and limiting bundle sizes in JS merges.

[github-actions]

⚠️ Benchmark changes need a look

🟢 0 better · 🔴 9 worse · ⚪ 6 noise (<±5%) · 0 without baseline

Compared against main 1ac5b22 benchmarked on this same runner, so the delta is largely free of cross-runner hardware noise. The "7d avg" column still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.

Dashboard · Run

	config	throughput	MB/s	latency	max Δ latest / 7d
🔴	bs=10 sw=10 sl=64	374	0.228	25,877/35,982/35,982 us	🔴 +12.2% / 🔴 +194.3%
🔴	bs=100 sw=10 sl=64	793	0.484	121,249/159,689/159,689 us	🔴 +17.0% / 🔴 +83.2%
🔴	bs=1000 sw=10 sl=64	949	0.579	1,055,012/1,134,455/1,134,455 us	🔴 +5.4% / 🔴 +38.7%

Baseline details

Latest main 1ac5b22 from same runner

config	metric	PR	latest main	7d avg	Δ latest	Δ 7d
bs=10 sw=10 sl=64	throughput	374 tuples/sec	402 tuples/sec	1,019 tuples/sec	-7.0%	-63.3%
bs=10 sw=10 sl=64	MB/s	0.228 MB/s	0.246 MB/s	0.622 MB/s	-7.3%	-63.3%
bs=10 sw=10 sl=64	p50	25,877 us	23,060 us	10,144 us	+12.2%	+155.1%
bs=10 sw=10 sl=64	p95	35,982 us	35,296 us	12,225 us	+1.9%	+194.3%
bs=10 sw=10 sl=64	p99	35,982 us	35,296 us	15,527 us	+1.9%	+131.7%
bs=100 sw=10 sl=64	throughput	793 tuples/sec	848 tuples/sec	1,371 tuples/sec	-6.5%	-42.2%
bs=100 sw=10 sl=64	MB/s	0.484 MB/s	0.518 MB/s	0.837 MB/s	-6.6%	-42.2%
bs=100 sw=10 sl=64	p50	121,249 us	115,591 us	79,910 us	+4.9%	+51.7%
bs=100 sw=10 sl=64	p95	159,689 us	136,475 us	87,155 us	+17.0%	+83.2%
bs=100 sw=10 sl=64	p99	159,689 us	136,475 us	106,643 us	+17.0%	+49.7%
bs=1000 sw=10 sl=64	throughput	949 tuples/sec	967 tuples/sec	1,415 tuples/sec	-1.9%	-32.9%
bs=1000 sw=10 sl=64	MB/s	0.579 MB/s	0.59 MB/s	0.864 MB/s	-1.9%	-33.0%
bs=1000 sw=10 sl=64	p50	1,055,012 us	1,025,462 us	780,407 us	+2.9%	+35.2%
bs=1000 sw=10 sl=64	p95	1,134,455 us	1,076,621 us	817,814 us	+5.4%	+38.7%
bs=1000 sw=10 sl=64	p99	1,134,455 us	1,076,621 us	848,683 us	+5.4%	+33.7%

Raw CSV

config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
0,10,10,64,20,534.77,200,128000,374,0.228,25876.92,35981.70,35981.70
1,100,10,64,20,2521.64,2000,1280000,793,0.484,121249.00,159689.15,159689.15
2,1000,10,64,20,21068.76,20000,12800000,949,0.579,1055012.40,1134454.82,1134454.82