github-actions[bot] commented on PR #5905:
URL: https://github.com/apache/texera/pull/5905#issuecomment-4778700302

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 2 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `8803d08` 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/28017649747)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | ⚪ | bs=10 sw=10 sl=64 | 444 | 0.271 | 20,567/33,222/33,222 us | ⚪ within 
±5% / 🟢 -13.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 958 | 0.585 | 99,955/129,592/129,592 us | 🔴 +5.0% 
/ 🟢 -11.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,104 | 0.674 | 906,473/956,952/956,952 us | ⚪ 
within ±5% / 🟢 -6.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `8803d08` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 444 tuples/sec | 463 tuples/sec | 410.82 
tuples/sec | -4.1% | +8.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.271 MB/s | 0.283 MB/s | 0.251 MB/s | -4.2% | 
+8.1% |
   | bs=10 sw=10 sl=64 | p50 | 20,567 us | 20,372 us | 23,785 us | +1.0% | 
-13.5% |
   | bs=10 sw=10 sl=64 | p95 | 33,222 us | 32,694 us | 34,980 us | +1.6% | 
-5.0% |
   | bs=10 sw=10 sl=64 | p99 | 33,222 us | 32,694 us | 34,980 us | +1.6% | 
-5.0% |
   | bs=100 sw=10 sl=64 | throughput | 958 tuples/sec | 960 tuples/sec | 891.94 
tuples/sec | -0.2% | +7.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.585 MB/s | 0.586 MB/s | 0.544 MB/s | -0.2% | 
+7.5% |
   | bs=100 sw=10 sl=64 | p50 | 99,955 us | 100,017 us | 112,277 us | -0.1% | 
-11.0% |
   | bs=100 sw=10 sl=64 | p95 | 129,592 us | 123,420 us | 139,802 us | +5.0% | 
-7.3% |
   | bs=100 sw=10 sl=64 | p99 | 129,592 us | 123,420 us | 139,802 us | +5.0% | 
-7.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,104 tuples/sec | 1,111 tuples/sec | 
1,041 tuples/sec | -0.6% | +6.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.674 MB/s | 0.678 MB/s | 0.635 MB/s | -0.6% 
| +6.1% |
   | bs=1000 sw=10 sl=64 | p50 | 906,473 us | 904,452 us | 972,714 us | +0.2% | 
-6.8% |
   | bs=1000 sw=10 sl=64 | p95 | 956,952 us | 921,094 us | 1,023,057 us | +3.9% 
| -6.5% |
   | bs=1000 sw=10 sl=64 | p99 | 956,952 us | 921,094 us | 1,023,057 us | +3.9% 
| -6.5% |
   
   </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
   0,10,10,64,20,450.91,200,128000,444,0.271,20567.01,33221.78,33221.78
   1,100,10,64,20,2088.21,2000,1280000,958,0.585,99954.53,129592.39,129592.39
   
2,1000,10,64,20,18107.80,20000,12800000,1104,0.674,906472.71,956951.66,956951.66
   ```
   
   </details>
   


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