github-actions[bot] commented on PR #8457:
URL: https://github.com/apache/texera/pull/8457#issuecomment-5595095954

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 9 worse · ⚪ 4 noise (<±5%) · 0 without baseline
   
   > Compared against main `bda3400` 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/34303063165)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 386 | 0.235 | 24,423/40,554/40,554 us | 🔴 +40.6% / 
🔴 +154.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 883 | 0.539 | 107,061/166,195/166,195 us | 🔴 
+40.3% / 🔴 +53.3% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,113 | 0.68 | 894,810/962,215/962,215 us | 🟢 
-7.1% / 🟢 +10.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bda3400` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 386 tuples/sec | 466 tuples/sec | 758.07 
tuples/sec | -17.2% | -49.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.235 MB/s | 0.284 MB/s | 0.463 MB/s | -17.3% | 
-49.2% |
   | bs=10 sw=10 sl=64 | p50 | 24,423 us | 21,952 us | 12,892 us | +11.3% | 
+89.4% |
   | bs=10 sw=10 sl=64 | p95 | 40,554 us | 28,842 us | 15,953 us | +40.6% | 
+154.2% |
   | bs=10 sw=10 sl=64 | p99 | 40,554 us | 28,842 us | 19,452 us | +40.6% | 
+108.5% |
   | bs=100 sw=10 sl=64 | throughput | 883 tuples/sec | 980 tuples/sec | 985.38 
tuples/sec | -9.9% | -10.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.539 MB/s | 0.598 MB/s | 0.601 MB/s | -9.9% | 
-10.4% |
   | bs=100 sw=10 sl=64 | p50 | 107,061 us | 103,131 us | 101,292 us | +3.8% | 
+5.7% |
   | bs=100 sw=10 sl=64 | p95 | 166,195 us | 118,464 us | 108,395 us | +40.3% | 
+53.3% |
   | bs=100 sw=10 sl=64 | p99 | 166,195 us | 118,464 us | 119,793 us | +40.3% | 
+38.7% |
   | bs=1000 sw=10 sl=64 | throughput | 1,113 tuples/sec | 1,092 tuples/sec | 
1,010 tuples/sec | +1.9% | +10.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.68 MB/s | 0.667 MB/s | 0.616 MB/s | +1.9% | 
+10.3% |
   | bs=1000 sw=10 sl=64 | p50 | 894,810 us | 909,986 us | 997,720 us | -1.7% | 
-10.3% |
   | bs=1000 sw=10 sl=64 | p95 | 962,215 us | 1,035,210 us | 1,040,349 us | 
-7.1% | -7.5% |
   | bs=1000 sw=10 sl=64 | p99 | 962,215 us | 1,035,210 us | 1,070,423 us | 
-7.1% | -10.1% |
   
   </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
   0,10,10,64,20,518.52,200,128000,386,0.235,24422.70,40554.44,40554.44
   1,100,10,64,20,2263.83,2000,1280000,883,0.539,107061.34,166194.82,166194.82
   
2,1000,10,64,20,17963.15,20000,12800000,1113,0.680,894810.35,962215.11,962215.11
   ```
   
   </details>
   


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