github-actions[bot] commented on PR #6951:
URL: https://github.com/apache/texera/pull/6951#issuecomment-5097880268

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `31f1e7b` 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/30313118436)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 465 | 0.284 | 20,571/31,079/31,079 us | 🔴 -7.6% / 
🔴 +91.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 956 | 0.583 | 100,118/163,839/163,839 us | 🔴 
+20.6% / 🔴 +50.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,144 | 0.698 | 873,587/898,804/898,804 us | ⚪ 
within ±5% / 🟢 -16.5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `31f1e7b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 465 tuples/sec | 503 tuples/sec | 767.9 
tuples/sec | -7.6% | -39.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.284 MB/s | 0.307 MB/s | 0.469 MB/s | -7.5% | 
-39.4% |
   | bs=10 sw=10 sl=64 | p50 | 20,571 us | 19,552 us | 12,502 us | +5.2% | 
+64.5% |
   | bs=10 sw=10 sl=64 | p95 | 31,079 us | 30,022 us | 16,234 us | +3.5% | 
+91.4% |
   | bs=10 sw=10 sl=64 | p99 | 31,079 us | 30,022 us | 18,919 us | +3.5% | 
+64.3% |
   | bs=100 sw=10 sl=64 | throughput | 956 tuples/sec | 1,031 tuples/sec | 
974.8 tuples/sec | -7.3% | -1.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.583 MB/s | 0.629 MB/s | 0.595 MB/s | -7.3% | 
-2.0% |
   | bs=100 sw=10 sl=64 | p50 | 100,118 us | 95,525 us | 102,449 us | +4.8% | 
-2.3% |
   | bs=100 sw=10 sl=64 | p95 | 163,839 us | 135,870 us | 108,652 us | +20.6% | 
+50.8% |
   | bs=100 sw=10 sl=64 | p99 | 163,839 us | 135,870 us | 116,310 us | +20.6% | 
+40.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,144 tuples/sec | 1,172 tuples/sec | 
1,004 tuples/sec | -2.4% | +13.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.698 MB/s | 0.716 MB/s | 0.613 MB/s | -2.5% 
| +13.9% |
   | bs=1000 sw=10 sl=64 | p50 | 873,587 us | 852,276 us | 999,606 us | +2.5% | 
-12.6% |
   | bs=1000 sw=10 sl=64 | p95 | 898,804 us | 878,705 us | 1,046,770 us | +2.3% 
| -14.1% |
   | bs=1000 sw=10 sl=64 | p99 | 898,804 us | 878,705 us | 1,076,937 us | +2.3% 
| -16.5% |
   
   </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
   0,10,10,64,20,429.70,200,128000,465,0.284,20571.46,31079.42,31079.42
   1,100,10,64,20,2092.18,2000,1280000,956,0.583,100117.92,163838.72,163838.72
   
2,1000,10,64,20,17488.69,20000,12800000,1144,0.698,873587.40,898803.76,898803.76
   ```
   
   </details>
   


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