github-actions[bot] commented on PR #8182:
URL: https://github.com/apache/texera/pull/8182#issuecomment-5472553779

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `70c2114` 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/33347168086)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 548 | 0.335 | 17,441/24,357/24,357 us | 🟢 -5.8% / 
🔴 +64.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,103 | 0.673 | 86,973/138,618/138,618 us | 🔴 
+12.7% / 🔴 +37.3% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,314 | 0.802 | 748,756/922,637/922,637 us | 🔴 
+16.9% / 🟢 -19.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70c2114` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 548 tuples/sec | 560 tuples/sec | 844.57 
tuples/sec | -2.1% | -35.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.335 MB/s | 0.342 MB/s | 0.515 MB/s | -2.0% | 
-35.0% |
   | bs=10 sw=10 sl=64 | p50 | 17,441 us | 17,965 us | 11,837 us | -2.9% | 
+47.3% |
   | bs=10 sw=10 sl=64 | p95 | 24,357 us | 25,848 us | 14,788 us | -5.8% | 
+64.7% |
   | bs=10 sw=10 sl=64 | p99 | 24,357 us | 25,848 us | 17,651 us | -5.8% | 
+38.0% |
   | bs=100 sw=10 sl=64 | throughput | 1,103 tuples/sec | 1,101 tuples/sec | 
1,084 tuples/sec | +0.2% | +1.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.673 MB/s | 0.672 MB/s | 0.662 MB/s | +0.1% | 
+1.7% |
   | bs=100 sw=10 sl=64 | p50 | 86,973 us | 86,416 us | 94,505 us | +0.6% | 
-8.0% |
   | bs=100 sw=10 sl=64 | p95 | 138,618 us | 122,976 us | 100,941 us | +12.7% | 
+37.3% |
   | bs=100 sw=10 sl=64 | p99 | 138,618 us | 122,976 us | 108,642 us | +12.7% | 
+27.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,314 tuples/sec | 1,342 tuples/sec | 
1,119 tuples/sec | -2.1% | +17.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.802 MB/s | 0.819 MB/s | 0.683 MB/s | -2.1% 
| +17.4% |
   | bs=1000 sw=10 sl=64 | p50 | 748,756 us | 740,758 us | 924,404 us | +1.1% | 
-19.0% |
   | bs=1000 sw=10 sl=64 | p95 | 922,637 us | 789,125 us | 967,785 us | +16.9% 
| -4.7% |
   | bs=1000 sw=10 sl=64 | p99 | 922,637 us | 789,125 us | 995,630 us | +16.9% 
| -7.3% |
   
   </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
   0,10,10,64,20,364.90,200,128000,548,0.335,17440.83,24357.19,24357.19
   1,100,10,64,20,1812.61,2000,1280000,1103,0.673,86973.37,138618.15,138618.15
   
2,1000,10,64,20,15222.04,20000,12800000,1314,0.802,748756.10,922637.42,922637.42
   ```
   
   </details>
   


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