github-actions[bot] commented on PR #7100:
URL: https://github.com/apache/texera/pull/7100#issuecomment-5125783938

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `f28d8ec` 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/30509100379)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 405 | 0.247 | 23,971/29,319/29,319 us | 🟢 -13.7% / 
🔴 +94.8% |
   | ⚪ | bs=100 sw=10 sl=64 | 797 | 0.486 | 122,670/157,275/157,275 us | ⚪ 
within ±5% / 🔴 +46.5% |
   | 🔴 | bs=1000 sw=10 sl=64 | 910 | 0.556 | 1,093,876/1,235,072/1,235,072 us | 
🔴 +9.1% / 🔴 +20.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f28d8ec` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 405 tuples/sec | 443 tuples/sec | 786.12 
tuples/sec | -8.6% | -48.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.247 MB/s | 0.271 MB/s | 0.48 MB/s | -8.9% | 
-48.5% |
   | bs=10 sw=10 sl=64 | p50 | 23,971 us | 22,809 us | 12,305 us | +5.1% | 
+94.8% |
   | bs=10 sw=10 sl=64 | p95 | 29,319 us | 33,970 us | 15,774 us | -13.7% | 
+85.9% |
   | bs=10 sw=10 sl=64 | p99 | 29,319 us | 33,970 us | 18,978 us | -13.7% | 
+54.5% |
   | bs=100 sw=10 sl=64 | throughput | 797 tuples/sec | 818 tuples/sec | 999.71 
tuples/sec | -2.6% | -20.3% |
   | bs=100 sw=10 sl=64 | MB/s | 0.486 MB/s | 0.499 MB/s | 0.61 MB/s | -2.6% | 
-20.4% |
   | bs=100 sw=10 sl=64 | p50 | 122,670 us | 118,550 us | 100,616 us | +3.5% | 
+21.9% |
   | bs=100 sw=10 sl=64 | p95 | 157,275 us | 150,568 us | 107,356 us | +4.5% | 
+46.5% |
   | bs=100 sw=10 sl=64 | p99 | 157,275 us | 150,568 us | 113,255 us | +4.5% | 
+38.9% |
   | bs=1000 sw=10 sl=64 | throughput | 910 tuples/sec | 912 tuples/sec | 1,031 
tuples/sec | -0.2% | -11.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.556 MB/s | 0.557 MB/s | 0.63 MB/s | -0.2% | 
-11.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,093,876 us | 1,094,906 us | 980,328 us | 
-0.1% | +11.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,235,072 us | 1,132,422 us | 1,027,528 us | 
+9.1% | +20.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,235,072 us | 1,132,422 us | 1,054,298 us | 
+9.1% | +17.1% |
   
   </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
   0,10,10,64,20,493.83,200,128000,405,0.247,23971.17,29319.48,29319.48
   1,100,10,64,20,2509.29,2000,1280000,797,0.486,122670.44,157275.31,157275.31
   
2,1000,10,64,20,21968.61,20000,12800000,910,0.556,1093876.23,1235071.83,1235071.83
   ```
   
   </details>
   


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