[renovate-bot]

This PR contains the following updates:

Package	Update	Change
software.amazon.awssdk:auth	minor	2.29.51 → 2.57.8
software.amazon.awssdk:regions	minor	2.29.51 → 2.57.8
software.amazon.awssdk:s3	minor	2.29.51 → 2.57.8
software.amazon.awssdk:sts	minor	2.29.51 → 2.57.8

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Configuration

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[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 92.05%. Comparing base (d79ac16) to head (c6a10e0).

Additional details and impacted files

@@            Coverage Diff            @@
##               main    #9148   +/-   ##
=========================================
  Coverage     92.05%   92.05%           
  Complexity     5039     5039           
=========================================
  Files          1286     1286           
  Lines         55928    55928           
  Branches       7138     7138           
=========================================
  Hits          51483    51483           
  Misses         2693     2693           
  Partials       1752     1752           

Flag	Coverage Δ		*Carryforward flag
access-control-service	77.44% <ø> (ø)
agent-service	99.16% <ø> (ø)		Carriedforward from d79ac16
amber	86.55% <ø> (ø)		Carriedforward from d79ac16
computing-unit-managing-service	64.02% <ø> (ø)
config-service	87.61% <ø> (ø)
file-service	82.29% <ø> (ø)
frontend	96.48% <ø> (ø)		Carriedforward from d79ac16
notebook-migration-service	83.77% <ø> (ø)
pyamber	98.54% <ø> (ø)		Carriedforward from d79ac16
workflow-compiling-service	74.25% <ø> (ø)

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

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[github-actions]

⚠️ Benchmark changes need a look

🟢 2 better · 🔴 8 worse · ⚪ 5 noise (<±5%) · 0 without baseline

Compared against main d79ac16 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	386	0.235	24,638/35,362/35,362 us	🔴 +16.5% / 🔴 +144.6%
🔴	bs=100 sw=10 sl=64	820	0.501	120,103/151,251/151,251 us	🔴 +6.3% / 🔴 +51.9%
🔴	bs=1000 sw=10 sl=64	958	0.585	1,038,153/1,161,488/1,161,488 us	🔴 +5.9% / 🔴 +21.2%

Baseline details

Latest main d79ac16 from same runner

config	metric	PR	latest main	7d avg	Δ latest	Δ 7d
bs=10 sw=10 sl=64	throughput	386 tuples/sec	428 tuples/sec	863.45 tuples/sec	-9.8%	-55.3%
bs=10 sw=10 sl=64	MB/s	0.235 MB/s	0.261 MB/s	0.527 MB/s	-10.0%	-55.4%
bs=10 sw=10 sl=64	p50	24,638 us	21,155 us	11,790 us	+16.5%	+109.0%
bs=10 sw=10 sl=64	p95	35,362 us	32,314 us	14,459 us	+9.4%	+144.6%
bs=10 sw=10 sl=64	p99	35,362 us	32,314 us	17,630 us	+9.4%	+100.6%
bs=100 sw=10 sl=64	throughput	820 tuples/sec	851 tuples/sec	1,138 tuples/sec	-3.6%	-27.9%
bs=100 sw=10 sl=64	MB/s	0.501 MB/s	0.52 MB/s	0.694 MB/s	-3.7%	-27.8%
bs=100 sw=10 sl=64	p50	120,103 us	113,033 us	92,850 us	+6.3%	+29.4%
bs=100 sw=10 sl=64	p95	151,251 us	159,375 us	99,554 us	-5.1%	+51.9%
bs=100 sw=10 sl=64	p99	151,251 us	159,375 us	114,049 us	-5.1%	+32.6%
bs=1000 sw=10 sl=64	throughput	958 tuples/sec	972 tuples/sec	1,167 tuples/sec	-1.4%	-17.9%
bs=1000 sw=10 sl=64	MB/s	0.585 MB/s	0.593 MB/s	0.712 MB/s	-1.3%	-17.9%
bs=1000 sw=10 sl=64	p50	1,038,153 us	1,023,784 us	915,630 us	+1.4%	+13.4%
bs=1000 sw=10 sl=64	p95	1,161,488 us	1,097,096 us	958,207 us	+5.9%	+21.2%
bs=1000 sw=10 sl=64	p99	1,161,488 us	1,097,096 us	1,006,078 us	+5.9%	+15.4%

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
0,10,10,64,20,518.36,200,128000,386,0.235,24637.75,35361.93,35361.93
1,100,10,64,20,2438.74,2000,1280000,820,0.501,120103.18,151251.00,151251.00
2,1000,10,64,20,20870.06,20000,12800000,958,0.585,1038153.40,1161488.45,1161488.45