github-actions[bot] commented on PR #6822:
URL: https://github.com/apache/texera/pull/6822#issuecomment-5055290052

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `0ba5d1a` 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](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/29985560625)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 404 | 0.246 | 24,407/30,108/30,108 us | 🔴 +14.0% / 
🔴 +91.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 808 | 0.493 | 123,646/152,476/152,476 us | 🔴 
+7.5% / 🔴 +42.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 933 | 0.57 | 1,066,640/1,147,317/1,147,317 us | 
⚪ within ±5% / 🔴 +11.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0ba5d1a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 404 tuples/sec | 448 tuples/sec | 760.2 
tuples/sec | -9.8% | -46.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.246 MB/s | 0.273 MB/s | 0.464 MB/s | -9.9% | 
-47.0% |
   | bs=10 sw=10 sl=64 | p50 | 24,407 us | 21,406 us | 12,781 us | +14.0% | 
+91.0% |
   | bs=10 sw=10 sl=64 | p95 | 30,108 us | 31,860 us | 16,118 us | -5.5% | 
+86.8% |
   | bs=10 sw=10 sl=64 | p99 | 30,108 us | 31,860 us | 19,074 us | -5.5% | 
+57.9% |
   | bs=100 sw=10 sl=64 | throughput | 808 tuples/sec | 832 tuples/sec | 988.68 
tuples/sec | -2.9% | -18.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.493 MB/s | 0.508 MB/s | 0.603 MB/s | -3.0% | 
-18.3% |
   | bs=100 sw=10 sl=64 | p50 | 123,646 us | 119,272 us | 101,448 us | +3.7% | 
+21.9% |
   | bs=100 sw=10 sl=64 | p95 | 152,476 us | 141,864 us | 107,410 us | +7.5% | 
+42.0% |
   | bs=100 sw=10 sl=64 | p99 | 152,476 us | 141,864 us | 120,258 us | +7.5% | 
+26.8% |
   | bs=1000 sw=10 sl=64 | throughput | 933 tuples/sec | 944 tuples/sec | 1,023 
tuples/sec | -1.2% | -8.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.57 MB/s | 0.576 MB/s | 0.624 MB/s | -1.0% | 
-8.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,066,640 us | 1,064,518 us | 983,888 us | 
+0.2% | +8.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,147,317 us | 1,126,141 us | 1,030,100 us | 
+1.9% | +11.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,147,317 us | 1,126,141 us | 1,056,513 us | 
+1.9% | +8.6% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```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
   0,10,10,64,20,495.36,200,128000,404,0.246,24406.93,30107.82,30107.82
   1,100,10,64,20,2474.16,2000,1280000,808,0.493,123645.87,152475.66,152475.66
   
2,1000,10,64,20,21428.15,20000,12800000,933,0.570,1066640.37,1147317.28,1147317.28
   ```
   
   </details>
   


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