github-actions[bot] commented on PR #7427:
URL: https://github.com/apache/texera/pull/7427#issuecomment-5227266452

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `3534662` 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/31269165807)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 416 | 0.254 | 24,640/28,809/28,809 us | 🔴 +13.3% / 
🔴 +89.5% |
   | 🟢 | bs=100 sw=10 sl=64 | 945 | 0.577 | 105,139/116,850/116,850 us | 🟢 
-13.1% / 🔴 +5.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,089 | 0.664 | 913,434/1,045,273/1,045,273 us | 
🔴 +7.8% / 🟢 -10.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `3534662` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 416 tuples/sec | 448 tuples/sec | 752.25 
tuples/sec | -7.1% | -44.7% |
   | bs=10 sw=10 sl=64 | MB/s | 0.254 MB/s | 0.274 MB/s | 0.459 MB/s | -7.3% | 
-44.7% |
   | bs=10 sw=10 sl=64 | p50 | 24,640 us | 21,749 us | 13,006 us | +13.3% | 
+89.5% |
   | bs=10 sw=10 sl=64 | p95 | 28,809 us | 31,689 us | 16,117 us | -9.1% | 
+78.7% |
   | bs=10 sw=10 sl=64 | p99 | 28,809 us | 31,689 us | 19,286 us | -9.1% | 
+49.4% |
   | bs=100 sw=10 sl=64 | throughput | 945 tuples/sec | 971 tuples/sec | 953.66 
tuples/sec | -2.7% | -0.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.577 MB/s | 0.593 MB/s | 0.582 MB/s | -2.7% | 
-0.9% |
   | bs=100 sw=10 sl=64 | p50 | 105,139 us | 100,784 us | 105,130 us | +4.3% | 
+0.0% |
   | bs=100 sw=10 sl=64 | p95 | 116,850 us | 134,525 us | 111,226 us | -13.1% | 
+5.1% |
   | bs=100 sw=10 sl=64 | p99 | 116,850 us | 134,525 us | 121,065 us | -13.1% | 
-3.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,089 tuples/sec | 1,106 tuples/sec | 
984.25 tuples/sec | -1.5% | +10.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.664 MB/s | 0.675 MB/s | 0.601 MB/s | -1.6% 
| +10.5% |
   | bs=1000 sw=10 sl=64 | p50 | 913,434 us | 903,555 us | 1,024,295 us | +1.1% 
| -10.8% |
   | bs=1000 sw=10 sl=64 | p95 | 1,045,273 us | 969,983 us | 1,062,710 us | 
+7.8% | -1.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,045,273 us | 969,983 us | 1,095,400 us | 
+7.8% | -4.6% |
   
   </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
   0,10,10,64,20,480.32,200,128000,416,0.254,24640.47,28809.31,28809.31
   1,100,10,64,20,2115.93,2000,1280000,945,0.577,105138.54,116849.83,116849.83
   
2,1000,10,64,20,18371.12,20000,12800000,1089,0.664,913434.44,1045273.16,1045273.16
   ```
   
   </details>
   


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