github-actions[bot] commented on PR #7928:
URL: https://github.com/apache/texera/pull/7928#issuecomment-5399521442

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `6b8027e` 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/32761474076)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 428 | 0.261 | 22,407/31,346/31,346 us | 🟢 -10.5% / 
🔴 +122.8% |
   | ⚪ | bs=100 sw=10 sl=64 | 937 | 0.572 | 105,303/136,734/136,734 us | ⚪ 
within ±5% / 🔴 +41.7% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,104 | 0.674 | 902,326/1,010,345/1,010,345 us | 
⚪ within ±5% / 🔴 +8.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6b8027e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 428 tuples/sec | 439 tuples/sec | 863.81 
tuples/sec | -2.5% | -50.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.261 MB/s | 0.268 MB/s | 0.527 MB/s | -2.6% | 
-50.5% |
   | bs=10 sw=10 sl=64 | p50 | 22,407 us | 22,829 us | 11,488 us | -1.8% | 
+95.0% |
   | bs=10 sw=10 sl=64 | p95 | 31,346 us | 35,013 us | 14,067 us | -10.5% | 
+122.8% |
   | bs=10 sw=10 sl=64 | p99 | 31,346 us | 35,013 us | 17,591 us | -10.5% | 
+78.2% |
   | bs=100 sw=10 sl=64 | throughput | 937 tuples/sec | 931 tuples/sec | 1,127 
tuples/sec | +0.6% | -16.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.572 MB/s | 0.568 MB/s | 0.688 MB/s | +0.7% | 
-16.9% |
   | bs=100 sw=10 sl=64 | p50 | 105,303 us | 103,559 us | 89,893 us | +1.7% | 
+17.1% |
   | bs=100 sw=10 sl=64 | p95 | 136,734 us | 134,371 us | 96,506 us | +1.8% | 
+41.7% |
   | bs=100 sw=10 sl=64 | p99 | 136,734 us | 134,371 us | 104,915 us | +1.8% | 
+30.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,104 tuples/sec | 1,104 tuples/sec | 
1,156 tuples/sec | 0.0% | -4.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.674 MB/s | 0.674 MB/s | 0.705 MB/s | 0.0% | 
-4.4% |
   | bs=1000 sw=10 sl=64 | p50 | 902,326 us | 901,957 us | 886,448 us | +0.0% | 
+1.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,010,345 us | 968,358 us | 930,093 us | +4.3% 
| +8.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,010,345 us | 968,358 us | 963,104 us | +4.3% 
| +4.9% |
   
   </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
   0,10,10,64,20,467.42,200,128000,428,0.261,22406.51,31345.62,31345.62
   1,100,10,64,20,2135.21,2000,1280000,937,0.572,105302.61,136733.86,136733.86
   
2,1000,10,64,20,18124.13,20000,12800000,1104,0.674,902325.98,1010344.73,1010344.73
   ```
   
   </details>
   


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