github-actions[bot] commented on PR #6098:
URL: https://github.com/apache/texera/pull/6098#issuecomment-4881368276

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 3 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `4c9d30a` 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/28701009556)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 390 | 0.238 | 24,641/34,694/34,694 us | 🔴 +12.9% / 
🔴 +126.3% |
   | 🟢 | bs=100 sw=10 sl=64 | 810 | 0.495 | 121,846/138,335/138,335 us | 🟢 
-28.2% / 🔴 +27.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 926 | 0.565 | 1,080,113/1,151,746/1,151,746 us | 
⚪ within ±5% / 🔴 +11.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `4c9d30a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 390 tuples/sec | 417 tuples/sec | 772.08 
tuples/sec | -6.5% | -49.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.254 MB/s | 0.471 MB/s | -6.3% | 
-49.5% |
   | bs=10 sw=10 sl=64 | p50 | 24,641 us | 21,830 us | 12,745 us | +12.9% | 
+93.3% |
   | bs=10 sw=10 sl=64 | p95 | 34,694 us | 36,155 us | 15,330 us | -4.0% | 
+126.3% |
   | bs=10 sw=10 sl=64 | p99 | 34,694 us | 36,155 us | 19,054 us | -4.0% | 
+82.1% |
   | bs=100 sw=10 sl=64 | throughput | 810 tuples/sec | 798 tuples/sec | 982.64 
tuples/sec | +1.5% | -17.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.495 MB/s | 0.487 MB/s | 0.6 MB/s | +1.6% | 
-17.5% |
   | bs=100 sw=10 sl=64 | p50 | 121,846 us | 120,017 us | 101,961 us | +1.5% | 
+19.5% |
   | bs=100 sw=10 sl=64 | p95 | 138,335 us | 192,788 us | 108,335 us | -28.2% | 
+27.7% |
   | bs=100 sw=10 sl=64 | p99 | 138,335 us | 192,788 us | 114,379 us | -28.2% | 
+20.9% |
   | bs=1000 sw=10 sl=64 | throughput | 926 tuples/sec | 916 tuples/sec | 1,013 
tuples/sec | +1.1% | -8.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.559 MB/s | 0.618 MB/s | +1.1% 
| -8.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,080,113 us | 1,094,715 us | 993,573 us | 
-1.3% | +8.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,151,746 us | 1,118,510 us | 1,032,489 us | 
+3.0% | +11.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,151,746 us | 1,118,510 us | 1,065,526 us | 
+3.0% | +8.1% |
   
   </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
   0,10,10,64,20,512.71,200,128000,390,0.238,24640.94,34693.75,34693.75
   1,100,10,64,20,2467.65,2000,1280000,810,0.495,121846.01,138334.76,138334.76
   
2,1000,10,64,20,21599.89,20000,12800000,926,0.565,1080112.63,1151746.12,1151746.12
   ```
   
   </details>
   


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