github-actions[bot] commented on PR #8369:
URL: https://github.com/apache/texera/pull/8369#issuecomment-5518047080

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 2 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `f34905e` 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/33695657519)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 372 | 0.227 | 26,436/37,077/37,077 us | 🟢 -17.0% / 
🔴 +131.8% |
   | 🔴 | bs=100 sw=10 sl=64 | 794 | 0.485 | 124,362/170,995/170,995 us | 🔴 
+28.1% / 🔴 +54.5% |
   | ⚪ | bs=1000 sw=10 sl=64 | 916 | 0.559 | 1,090,850/1,148,476/1,148,476 us | 
⚪ within ±5% / 🔴 +8.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f34905e` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 372 tuples/sec | 352 tuples/sec | 750.25 
tuples/sec | +5.7% | -50.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.227 MB/s | 0.215 MB/s | 0.458 MB/s | +5.6% | 
-50.4% |
   | bs=10 sw=10 sl=64 | p50 | 26,436 us | 25,776 us | 13,041 us | +2.6% | 
+102.7% |
   | bs=10 sw=10 sl=64 | p95 | 37,077 us | 44,661 us | 15,996 us | -17.0% | 
+131.8% |
   | bs=10 sw=10 sl=64 | p99 | 37,077 us | 44,661 us | 19,395 us | -17.0% | 
+91.2% |
   | bs=100 sw=10 sl=64 | throughput | 794 tuples/sec | 832 tuples/sec | 961.14 
tuples/sec | -4.6% | -17.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.485 MB/s | 0.508 MB/s | 0.587 MB/s | -4.5% | 
-17.3% |
   | bs=100 sw=10 sl=64 | p50 | 124,362 us | 119,051 us | 103,974 us | +4.5% | 
+19.6% |
   | bs=100 sw=10 sl=64 | p95 | 170,995 us | 133,505 us | 110,662 us | +28.1% | 
+54.5% |
   | bs=100 sw=10 sl=64 | p99 | 170,995 us | 133,505 us | 120,690 us | +28.1% | 
+41.7% |
   | bs=1000 sw=10 sl=64 | throughput | 916 tuples/sec | 919 tuples/sec | 
991.91 tuples/sec | -0.3% | -7.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.559 MB/s | 0.561 MB/s | 0.605 MB/s | -0.4% 
| -7.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,090,850 us | 1,089,168 us | 1,013,755 us | 
+0.2% | +7.6% |
   | bs=1000 sw=10 sl=64 | p95 | 1,148,476 us | 1,166,225 us | 1,056,115 us | 
-1.5% | +8.7% |
   | bs=1000 sw=10 sl=64 | p99 | 1,148,476 us | 1,166,225 us | 1,082,840 us | 
-1.5% | +6.1% |
   
   </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
   0,10,10,64,20,537.38,200,128000,372,0.227,26436.07,37076.79,37076.79
   1,100,10,64,20,2519.24,2000,1280000,794,0.485,124361.88,170995.40,170995.40
   
2,1000,10,64,20,21824.29,20000,12800000,916,0.559,1090849.54,1148475.82,1148475.82
   ```
   
   </details>
   


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