github-actions[bot] commented on PR #6411:
URL: https://github.com/apache/texera/pull/6411#issuecomment-4976115445

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 9 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `2e5c99c` 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/29382770349)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 422 | 0.258 | 22,956/30,784/30,784 us | 🔴 +21.0% / 
🔴 +112.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 937 | 0.572 | 105,412/127,859/127,859 us | 🔴 
+16.4% / 🔴 +27.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,092 | 0.666 | 909,284/1,065,659/1,065,659 us | 
🔴 +9.6% / 🔴 +10.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `2e5c99c` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 422 tuples/sec | 476 tuples/sec | 830.77 
tuples/sec | -11.3% | -49.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.258 MB/s | 0.291 MB/s | 0.507 MB/s | -11.3% | 
-49.1% |
   | bs=10 sw=10 sl=64 | p50 | 22,956 us | 18,978 us | 11,905 us | +21.0% | 
+92.8% |
   | bs=10 sw=10 sl=64 | p95 | 30,784 us | 32,875 us | 14,486 us | -6.4% | 
+112.5% |
   | bs=10 sw=10 sl=64 | p99 | 30,784 us | 32,875 us | 19,430 us | -6.4% | 
+58.4% |
   | bs=100 sw=10 sl=64 | throughput | 937 tuples/sec | 996 tuples/sec | 1,082 
tuples/sec | -5.9% | -13.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.572 MB/s | 0.608 MB/s | 0.66 MB/s | -5.9% | 
-13.4% |
   | bs=100 sw=10 sl=64 | p50 | 105,412 us | 101,216 us | 93,412 us | +4.1% | 
+12.8% |
   | bs=100 sw=10 sl=64 | p95 | 127,859 us | 109,804 us | 100,489 us | +16.4% | 
+27.2% |
   | bs=100 sw=10 sl=64 | p99 | 127,859 us | 109,804 us | 111,365 us | +16.4% | 
+14.8% |
   | bs=1000 sw=10 sl=64 | throughput | 1,092 tuples/sec | 1,107 tuples/sec | 
1,104 tuples/sec | -1.4% | -1.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.666 MB/s | 0.676 MB/s | 0.674 MB/s | -1.5% 
| -1.1% |
   | bs=1000 sw=10 sl=64 | p50 | 909,284 us | 906,029 us | 925,459 us | +0.4% | 
-1.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,065,659 us | 972,706 us | 967,138 us | +9.6% 
| +10.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,065,659 us | 972,706 us | 997,758 us | +9.6% 
| +6.8% |
   
   </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
   0,10,10,64,20,473.51,200,128000,422,0.258,22956.38,30783.52,30783.52
   1,100,10,64,20,2135.02,2000,1280000,937,0.572,105412.23,127859.17,127859.17
   
2,1000,10,64,20,18315.31,20000,12800000,1092,0.666,909284.22,1065659.47,1065659.47
   ```
   
   </details>
   


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