github-actions[bot] commented on PR #6186:
URL: https://github.com/apache/texera/pull/6186#issuecomment-4886977813

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 5 worse · ⚪ 6 noise (<±5%) · 0 without baseline
   
   > Compared against main `6e25ffb` 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/28748906691)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 445 | 0.271 | 21,984/30,218/30,218 us | 🔴 +12.4% / 
🔴 +98.6% |
   | 🟢 | bs=100 sw=10 sl=64 | 962 | 0.587 | 104,386/122,179/122,179 us | 🟢 
-27.1% / 🔴 +13.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,100 | 0.671 | 908,006/947,538/947,538 us | ⚪ 
within ±5% / 🟢 -10.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6e25ffb` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 445 tuples/sec | 471 tuples/sec | 777.63 
tuples/sec | -5.5% | -42.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.271 MB/s | 0.287 MB/s | 0.475 MB/s | -5.6% | 
-42.9% |
   | bs=10 sw=10 sl=64 | p50 | 21,984 us | 19,552 us | 12,603 us | +12.4% | 
+74.4% |
   | bs=10 sw=10 sl=64 | p95 | 30,218 us | 28,108 us | 15,215 us | +7.5% | 
+98.6% |
   | bs=10 sw=10 sl=64 | p99 | 30,218 us | 28,108 us | 18,617 us | +7.5% | 
+62.3% |
   | bs=100 sw=10 sl=64 | throughput | 962 tuples/sec | 902 tuples/sec | 987.11 
tuples/sec | +6.7% | -2.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.587 MB/s | 0.551 MB/s | 0.602 MB/s | +6.5% | 
-2.6% |
   | bs=100 sw=10 sl=64 | p50 | 104,386 us | 105,035 us | 101,428 us | -0.6% | 
+2.9% |
   | bs=100 sw=10 sl=64 | p95 | 122,179 us | 167,568 us | 107,959 us | -27.1% | 
+13.2% |
   | bs=100 sw=10 sl=64 | p99 | 122,179 us | 167,568 us | 114,777 us | -27.1% | 
+6.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,100 tuples/sec | 1,110 tuples/sec | 
1,021 tuples/sec | -0.9% | +7.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.671 MB/s | 0.677 MB/s | 0.623 MB/s | -0.9% 
| +7.6% |
   | bs=1000 sw=10 sl=64 | p50 | 908,006 us | 902,013 us | 986,363 us | +0.7% | 
-7.9% |
   | bs=1000 sw=10 sl=64 | p95 | 947,538 us | 940,486 us | 1,026,594 us | +0.7% 
| -7.7% |
   | bs=1000 sw=10 sl=64 | p99 | 947,538 us | 940,486 us | 1,054,559 us | +0.7% 
| -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
   0,10,10,64,20,449.63,200,128000,445,0.271,21984.38,30218.04,30218.04
   1,100,10,64,20,2079.72,2000,1280000,962,0.587,104385.72,122178.81,122178.81
   
2,1000,10,64,20,18186.74,20000,12800000,1100,0.671,908005.70,947537.65,947537.65
   ```
   
   </details>
   


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