github-actions[bot] commented on PR #8938:
URL: https://github.com/apache/texera/pull/8938#issuecomment-6074621226

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 8 worse · ⚪ 7 noise (<±5%) · 0 without baseline
   
   > Compared against main `be65bf8` 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/37886220716)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 706 | 0.431 | 13,605/22,820/22,820 us | 🔴 +17.6% / 
🔴 +68.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,580 | 0.965 | 61,512/83,009/83,009 us | 🔴 
+12.9% / 🟢 -29.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,959 | 1.196 | 503,531/561,934/561,934 us | ⚪ 
within ±5% / 🟢 +50.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `be65bf8` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 706 tuples/sec | 809 tuples/sec | 983 
tuples/sec | -12.7% | -28.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.431 MB/s | 0.494 MB/s | 0.6 MB/s | -12.8% | 
-28.2% |
   | bs=10 sw=10 sl=64 | p50 | 13,605 us | 11,572 us | 10,903 us | +17.6% | 
+24.8% |
   | bs=10 sw=10 sl=64 | p95 | 22,820 us | 19,600 us | 13,539 us | +16.4% | 
+68.5% |
   | bs=10 sw=10 sl=64 | p99 | 22,820 us | 19,600 us | 16,174 us | +16.4% | 
+41.1% |
   | bs=100 sw=10 sl=64 | throughput | 1,580 tuples/sec | 1,752 tuples/sec | 
1,259 tuples/sec | -9.8% | +25.5% |
   | bs=100 sw=10 sl=64 | MB/s | 0.965 MB/s | 1.069 MB/s | 0.769 MB/s | -9.7% | 
+25.5% |
   | bs=100 sw=10 sl=64 | p50 | 61,512 us | 54,504 us | 86,981 us | +12.9% | 
-29.3% |
   | bs=100 sw=10 sl=64 | p95 | 83,009 us | 79,573 us | 93,289 us | +4.3% | 
-11.0% |
   | bs=100 sw=10 sl=64 | p99 | 83,009 us | 79,573 us | 105,695 us | +4.3% | 
-21.5% |
   | bs=1000 sw=10 sl=64 | throughput | 1,959 tuples/sec | 1,994 tuples/sec | 
1,300 tuples/sec | -1.8% | +50.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 1.196 MB/s | 1.217 MB/s | 0.793 MB/s | -1.7% 
| +50.8% |
   | bs=1000 sw=10 sl=64 | p50 | 503,531 us | 490,896 us | 854,105 us | +2.6% | 
-41.0% |
   | bs=1000 sw=10 sl=64 | p95 | 561,934 us | 567,490 us | 901,686 us | -1.0% | 
-37.7% |
   | bs=1000 sw=10 sl=64 | p99 | 561,934 us | 567,490 us | 924,532 us | -1.0% | 
-39.2% |
   
   </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
   0,10,10,64,20,283.47,200,128000,706,0.431,13605.12,22819.84,22819.84
   1,100,10,64,20,1265.52,2000,1280000,1580,0.965,61511.53,83009.20,83009.20
   
2,1000,10,64,20,10207.45,20000,12800000,1959,1.196,503530.74,561934.41,561934.41
   ```
   
   </details>
   


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