github-actions[bot] commented on PR #6046:
URL: https://github.com/apache/texera/pull/6046#issuecomment-4851580605

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `104bcc4` 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/28501372081)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 368 | 0.225 | 23,977/73,209/73,209 us | 🔴 +117.5% 
/ 🔴 +385.8% |
   | 🟢 | bs=100 sw=10 sl=64 | 926 | 0.565 | 104,775/127,589/127,589 us | 🟢 
-20.1% / 🔴 +18.6% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,094 | 0.668 | 918,884/957,384/957,384 us | 🟢 
-6.2% / 🟢 -9.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `104bcc4` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 368 tuples/sec | 433 tuples/sec | 777.62 
tuples/sec | -15.0% | -52.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.225 MB/s | 0.264 MB/s | 0.475 MB/s | -14.8% | 
-52.6% |
   | bs=10 sw=10 sl=64 | p50 | 23,977 us | 21,815 us | 12,612 us | +9.9% | 
+90.1% |
   | bs=10 sw=10 sl=64 | p95 | 73,209 us | 33,655 us | 15,070 us | +117.5% | 
+385.8% |
   | bs=10 sw=10 sl=64 | p99 | 73,209 us | 33,655 us | 18,360 us | +117.5% | 
+298.7% |
   | bs=100 sw=10 sl=64 | throughput | 926 tuples/sec | 909 tuples/sec | 988.31 
tuples/sec | +1.9% | -6.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.555 MB/s | 0.603 MB/s | +1.8% | 
-6.3% |
   | bs=100 sw=10 sl=64 | p50 | 104,775 us | 104,560 us | 101,066 us | +0.2% | 
+3.7% |
   | bs=100 sw=10 sl=64 | p95 | 127,589 us | 159,743 us | 107,594 us | -20.1% | 
+18.6% |
   | bs=100 sw=10 sl=64 | p99 | 127,589 us | 159,743 us | 115,830 us | -20.1% | 
+10.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,094 tuples/sec | 1,079 tuples/sec | 
1,019 tuples/sec | +1.4% | +7.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.668 MB/s | 0.658 MB/s | 0.622 MB/s | +1.5% 
| +7.4% |
   | bs=1000 sw=10 sl=64 | p50 | 918,884 us | 918,865 us | 986,982 us | +0.0% | 
-6.9% |
   | bs=1000 sw=10 sl=64 | p95 | 957,384 us | 1,020,247 us | 1,028,491 us | 
-6.2% | -6.9% |
   | bs=1000 sw=10 sl=64 | p99 | 957,384 us | 1,020,247 us | 1,058,493 us | 
-6.2% | -9.6% |
   
   </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
   0,10,10,64,20,543.26,200,128000,368,0.225,23976.79,73208.97,73208.97
   1,100,10,64,20,2159.88,2000,1280000,926,0.565,104775.10,127589.32,127589.32
   
2,1000,10,64,20,18282.56,20000,12800000,1094,0.668,918884.38,957383.59,957383.59
   ```
   
   </details>
   


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