github-actions[bot] commented on PR #7215:
URL: https://github.com/apache/texera/pull/7215#issuecomment-5149999980

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `0107183` 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/30685807070)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 351 | 0.214 | 28,564/36,443/36,443 us | 🔴 +21.5% / 
🔴 +125.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 772 | 0.471 | 126,728/156,810/156,810 us | 🔴 
+17.9% / 🔴 +41.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 902 | 0.551 | 1,107,643/1,165,074/1,165,074 us | 
⚪ within ±5% / 🔴 +9.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0107183` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 351 tuples/sec | 384 tuples/sec | 765.25 
tuples/sec | -8.6% | -54.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.214 MB/s | 0.234 MB/s | 0.467 MB/s | -8.5% | 
-54.2% |
   | bs=10 sw=10 sl=64 | p50 | 28,564 us | 23,517 us | 12,703 us | +21.5% | 
+124.9% |
   | bs=10 sw=10 sl=64 | p95 | 36,443 us | 36,317 us | 16,199 us | +0.3% | 
+125.0% |
   | bs=10 sw=10 sl=64 | p99 | 36,443 us | 36,317 us | 19,557 us | +0.3% | 
+86.3% |
   | bs=100 sw=10 sl=64 | throughput | 772 tuples/sec | 825 tuples/sec | 965.22 
tuples/sec | -6.4% | -20.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.471 MB/s | 0.503 MB/s | 0.589 MB/s | -6.4% | 
-20.1% |
   | bs=100 sw=10 sl=64 | p50 | 126,728 us | 121,147 us | 103,830 us | +4.6% | 
+22.1% |
   | bs=100 sw=10 sl=64 | p95 | 156,810 us | 133,020 us | 110,778 us | +17.9% | 
+41.6% |
   | bs=100 sw=10 sl=64 | p99 | 156,810 us | 133,020 us | 118,713 us | +17.9% | 
+32.1% |
   | bs=1000 sw=10 sl=64 | throughput | 902 tuples/sec | 916 tuples/sec | 
992.33 tuples/sec | -1.5% | -9.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.551 MB/s | 0.559 MB/s | 0.606 MB/s | -1.4% 
| -9.0% |
   | bs=1000 sw=10 sl=64 | p50 | 1,107,643 us | 1,096,466 us | 1,016,959 us | 
+1.0% | +8.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,165,074 us | 1,141,314 us | 1,062,501 us | 
+2.1% | +9.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,165,074 us | 1,141,314 us | 1,082,611 us | 
+2.1% | +7.6% |
   
   </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
   0,10,10,64,20,569.46,200,128000,351,0.214,28564.17,36443.42,36443.42
   1,100,10,64,20,2591.49,2000,1280000,772,0.471,126727.86,156809.62,156809.62
   
2,1000,10,64,20,22164.94,20000,12800000,902,0.551,1107643.49,1165073.76,1165073.76
   ```
   
   </details>
   


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