[renovate-bot]

This PR contains the following updates:

Package	Update	Change
software.amazon.awssdk:auth	minor	2.29.51 → 2.59.1
software.amazon.awssdk:regions	minor	2.29.51 → 2.59.0
software.amazon.awssdk:s3	minor	2.29.51 → 2.59.0
software.amazon.awssdk:sts	minor	2.29.51 → 2.59.0

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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 91.75%. Comparing base (ed53531) to head (e391f74).
⚠️ Report is 1 commits behind head on main.
✅ All tests successful. No failed tests found.

Additional details and impacted files

@@            Coverage Diff            @@
##               main    #9148   +/-   ##
=========================================
  Coverage     91.75%   91.75%           
  Complexity     5022     5022           
=========================================
  Files          1281     1281           
  Lines         56777    56777           
  Branches       7454     7454           
=========================================
  Hits          52096    52096           
  Misses         2801     2801           
  Partials       1880     1880           

Flag	Coverage Δ		*Carryforward flag
access-control-service	77.44% <ø> (ø)
agent-service	99.53% <ø> (ø)		Carriedforward from ed53531
amber	85.76% <ø> (ø)		Carriedforward from ed53531
computing-unit-managing-service	64.05% <ø> (ø)
config-service	87.73% <ø> (ø)
file-service	82.31% <ø> (ø)		Carriedforward from ed53531
frontend	96.37% <ø> (ø)		Carriedforward from ed53531
notebook-migration-service	83.77% <ø> (ø)
pyamber	98.50% <ø> (ø)		Carriedforward from ed53531
workflow-compiling-service	78.30% <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 · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline

Compared against main ed53531 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	392	0.239	24,440/31,033/31,033 us	🟢 -34.2% / 🔴 +115.3%
🔴	bs=100 sw=10 sl=64	825	0.504	118,407/149,598/149,598 us	🔴 +5.2% / 🔴 +55.5%
🔴	bs=1000 sw=10 sl=64	957	0.584	1,036,224/1,235,796/1,235,796 us	🔴 +13.6% / 🔴 +36.5%

Baseline details

Latest main ed53531 from same runner

config	metric	PR	latest main	7d avg	Δ latest	Δ 7d
bs=10 sw=10 sl=64	throughput	392 tuples/sec	392 tuples/sec	901.09 tuples/sec	0.0%	-56.5%
bs=10 sw=10 sl=64	MB/s	0.239 MB/s	0.239 MB/s	0.55 MB/s	0.0%	-56.5%
bs=10 sw=10 sl=64	p50	24,440 us	24,953 us	11,350 us	-2.1%	+115.3%
bs=10 sw=10 sl=64	p95	31,033 us	47,166 us	14,525 us	-34.2%	+113.7%
bs=10 sw=10 sl=64	p99	31,033 us	47,166 us	17,637 us	-34.2%	+76.0%
bs=100 sw=10 sl=64	throughput	825 tuples/sec	855 tuples/sec	1,205 tuples/sec	-3.5%	-31.5%
bs=100 sw=10 sl=64	MB/s	0.504 MB/s	0.522 MB/s	0.735 MB/s	-3.4%	-31.4%
bs=100 sw=10 sl=64	p50	118,407 us	112,548 us	88,882 us	+5.2%	+33.2%
bs=100 sw=10 sl=64	p95	149,598 us	149,858 us	96,205 us	-0.2%	+55.5%
bs=100 sw=10 sl=64	p99	149,598 us	149,858 us	120,754 us	-0.2%	+23.9%
bs=1000 sw=10 sl=64	throughput	957 tuples/sec	986 tuples/sec	1,245 tuples/sec	-2.9%	-23.1%
bs=1000 sw=10 sl=64	MB/s	0.584 MB/s	0.602 MB/s	0.76 MB/s	-3.0%	-23.1%
bs=1000 sw=10 sl=64	p50	1,036,224 us	1,010,143 us	862,870 us	+2.6%	+20.1%
bs=1000 sw=10 sl=64	p95	1,235,796 us	1,087,463 us	905,485 us	+13.6%	+36.5%
bs=1000 sw=10 sl=64	p99	1,235,796 us	1,087,463 us	948,588 us	+13.6%	+30.3%

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
0,10,10,64,20,510.62,200,128000,392,0.239,24440.33,31033.13,31033.13
1,100,10,64,20,2423.77,2000,1280000,825,0.504,118407.40,149597.88,149597.88
2,1000,10,64,20,20905.62,20000,12800000,957,0.584,1036223.83,1235795.53,1235795.53