github-actions[bot] commented on PR #6077:
URL: https://github.com/apache/texera/pull/6077#issuecomment-4873625914

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 1 better · 🔴 4 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `a53d95a` 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/28644325993)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 388 | 0.237 | 24,155/40,998/40,998 us | 🔴 +19.0% / 
🔴 +168.2% |
   | ⚪ | bs=100 sw=10 sl=64 | 817 | 0.498 | 121,601/158,193/158,193 us | ⚪ 
within ±5% / 🔴 +46.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 932 | 0.569 | 1,072,784/1,107,489/1,107,489 us | 
⚪ within ±5% / 🔴 -7.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a53d95a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 388 tuples/sec | 411 tuples/sec | 770.95 
tuples/sec | -5.6% | -49.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.237 MB/s | 0.251 MB/s | 0.471 MB/s | -5.6% | 
-49.6% |
   | bs=10 sw=10 sl=64 | p50 | 24,155 us | 25,547 us | 12,775 us | -5.4% | 
+89.1% |
   | bs=10 sw=10 sl=64 | p95 | 40,998 us | 34,464 us | 15,286 us | +19.0% | 
+168.2% |
   | bs=10 sw=10 sl=64 | p99 | 40,998 us | 34,464 us | 18,795 us | +19.0% | 
+118.1% |
   | bs=100 sw=10 sl=64 | throughput | 817 tuples/sec | 804 tuples/sec | 976.93 
tuples/sec | +1.6% | -16.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.498 MB/s | 0.49 MB/s | 0.596 MB/s | +1.6% | 
-16.5% |
   | bs=100 sw=10 sl=64 | p50 | 121,601 us | 116,415 us | 102,557 us | +4.5% | 
+18.6% |
   | bs=100 sw=10 sl=64 | p95 | 158,193 us | 163,714 us | 108,383 us | -3.4% | 
+46.0% |
   | bs=100 sw=10 sl=64 | p99 | 158,193 us | 163,714 us | 115,249 us | -3.4% | 
+37.3% |
   | bs=1000 sw=10 sl=64 | throughput | 932 tuples/sec | 926 tuples/sec | 1,009 
tuples/sec | +0.6% | -7.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.569 MB/s | 0.565 MB/s | 0.616 MB/s | +0.7% 
| -7.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,072,784 us | 1,081,213 us | 997,695 us | 
-0.8% | +7.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,107,489 us | 1,131,736 us | 1,036,731 us | 
-2.1% | +6.8% |
   | bs=1000 sw=10 sl=64 | p99 | 1,107,489 us | 1,131,736 us | 1,069,334 us | 
-2.1% | +3.6% |
   
   </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
   0,10,10,64,20,515.93,200,128000,388,0.237,24155.33,40997.65,40997.65
   1,100,10,64,20,2448.86,2000,1280000,817,0.498,121600.58,158192.95,158192.95
   
2,1000,10,64,20,21464.66,20000,12800000,932,0.569,1072783.91,1107489.03,1107489.03
   ```
   
   </details>
   


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