[renovate-bot]

This PR contains the following updates:

Package	Update	Change
software.amazon.awssdk:auth	minor	2.29.51 → 2.57.11
software.amazon.awssdk:regions	minor	2.29.51 → 2.57.11
software.amazon.awssdk:s3	minor	2.29.51 → 2.57.11
software.amazon.awssdk:sts	minor	2.29.51 → 2.57.11

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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 91.85%. Comparing base (d6c9050) to head (f87cd19).

Additional details and impacted files

@@            Coverage Diff            @@
##               main    #9148   +/-   ##
=========================================
  Coverage     91.85%   91.85%           
  Complexity     5020     5020           
=========================================
  Files          1279     1279           
  Lines         56192    56192           
  Branches       7320     7320           
=========================================
  Hits          51615    51615           
  Misses         2741     2741           
  Partials       1836     1836           

Flag	Coverage Δ		*Carryforward flag
access-control-service	77.44% <ø> (ø)
agent-service	99.53% <ø> (ø)		Carriedforward from d6c9050
amber	85.89% <ø> (ø)		Carriedforward from d6c9050
computing-unit-managing-service	64.05% <ø> (ø)
config-service	87.61% <ø> (ø)
file-service	82.29% <ø> (ø)
frontend	96.53% <ø> (ø)		Carriedforward from d6c9050
notebook-migration-service	83.77% <ø> (ø)
pyamber	98.46% <ø> (ø)		Carriedforward from d6c9050
workflow-compiling-service	77.95% <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

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

Compared against main d6c9050 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	574	0.35	16,589/23,652/23,652 us	🔴 +32.5% / 🔴 +83.5%
🔴	bs=100 sw=10 sl=64	1,373	0.838	71,126/87,098/87,098 us	🔴 -5.2% / 🟢 -14.7%
🟢	bs=1000 sw=10 sl=64	1,629	0.994	609,180/669,224/669,224 us	🟢 -11.7% / 🟢 +27.6%

Baseline details

Latest main d6c9050 from same runner

config	metric	PR	latest main	7d avg	Δ latest	Δ 7d
bs=10 sw=10 sl=64	throughput	574 tuples/sec	679 tuples/sec	953.99 tuples/sec	-15.5%	-39.8%
bs=10 sw=10 sl=64	MB/s	0.35 MB/s	0.414 MB/s	0.582 MB/s	-15.5%	-39.9%
bs=10 sw=10 sl=64	p50	16,589 us	12,516 us	10,584 us	+32.5%	+56.7%
bs=10 sw=10 sl=64	p95	23,652 us	22,676 us	12,888 us	+4.3%	+83.5%
bs=10 sw=10 sl=64	p99	23,652 us	22,676 us	16,266 us	+4.3%	+45.4%
bs=100 sw=10 sl=64	throughput	1,373 tuples/sec	1,448 tuples/sec	1,242 tuples/sec	-5.2%	+10.5%
bs=100 sw=10 sl=64	MB/s	0.838 MB/s	0.884 MB/s	0.758 MB/s	-5.2%	+10.5%
bs=100 sw=10 sl=64	p50	71,126 us	68,161 us	83,370 us	+4.3%	-14.7%
bs=100 sw=10 sl=64	p95	87,098 us	84,462 us	88,966 us	+3.1%	-2.1%
bs=100 sw=10 sl=64	p99	87,098 us	84,462 us	101,186 us	+3.1%	-13.9%
bs=1000 sw=10 sl=64	throughput	1,629 tuples/sec	1,544 tuples/sec	1,276 tuples/sec	+5.5%	+27.6%
bs=1000 sw=10 sl=64	MB/s	0.994 MB/s	0.943 MB/s	0.779 MB/s	+5.4%	+27.6%
bs=1000 sw=10 sl=64	p50	609,180 us	624,145 us	815,662 us	-2.4%	-25.3%
bs=1000 sw=10 sl=64	p95	669,224 us	758,291 us	864,800 us	-11.7%	-22.6%
bs=1000 sw=10 sl=64	p99	669,224 us	758,291 us	896,884 us	-11.7%	-25.4%

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
0,10,10,64,20,348.56,200,128000,574,0.350,16589.39,23651.54,23651.54
1,100,10,64,20,1456.83,2000,1280000,1373,0.838,71125.61,87097.83,87097.83
2,1000,10,64,20,12280.46,20000,12800000,1629,0.994,609180.39,669224.16,669224.16