github-actions[bot] commented on PR #8498:
URL: https://github.com/apache/texera/pull/8498#issuecomment-5628242872

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 6 worse · ⚪ 5 noise (<±5%) · 0 without baseline
   
   > Compared against main `0e549fa` 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/34552056706)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 369 | 0.225 | 26,528/31,565/31,565 us | 🔴 +16.2% / 
🔴 +104.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 787 | 0.48 | 127,686/143,268/143,268 us | 🟢 
-21.9% / 🔴 +31.8% |
   | 🔴 | bs=1000 sw=10 sl=64 | 899 | 0.549 | 1,103,395/1,277,919/1,277,919 us | 
🔴 +13.3% / 🔴 +23.2% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0e549fa` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 369 tuples/sec | 411 tuples/sec | 755.28 
tuples/sec | -10.2% | -51.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.225 MB/s | 0.251 MB/s | 0.461 MB/s | -10.4% | 
-51.2% |
   | bs=10 sw=10 sl=64 | p50 | 26,528 us | 22,826 us | 12,957 us | +16.2% | 
+104.7% |
   | bs=10 sw=10 sl=64 | p95 | 31,565 us | 34,226 us | 16,134 us | -7.8% | 
+95.6% |
   | bs=10 sw=10 sl=64 | p99 | 31,565 us | 34,226 us | 20,333 us | -7.8% | 
+55.2% |
   | bs=100 sw=10 sl=64 | throughput | 787 tuples/sec | 788 tuples/sec | 980.1 
tuples/sec | -0.1% | -19.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.48 MB/s | 0.481 MB/s | 0.598 MB/s | -0.2% | 
-19.8% |
   | bs=100 sw=10 sl=64 | p50 | 127,686 us | 119,517 us | 101,894 us | +6.8% | 
+25.3% |
   | bs=100 sw=10 sl=64 | p95 | 143,268 us | 183,548 us | 108,718 us | -21.9% | 
+31.8% |
   | bs=100 sw=10 sl=64 | p99 | 143,268 us | 183,548 us | 122,482 us | -21.9% | 
+17.0% |
   | bs=1000 sw=10 sl=64 | throughput | 899 tuples/sec | 924 tuples/sec | 1,011 
tuples/sec | -2.7% | -11.1% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.549 MB/s | 0.564 MB/s | 0.617 MB/s | -2.7% 
| -11.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,103,395 us | 1,075,857 us | 996,422 us | 
+2.6% | +10.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,277,919 us | 1,128,238 us | 1,037,670 us | 
+13.3% | +23.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,277,919 us | 1,128,238 us | 1,072,152 us | 
+13.3% | +19.2% |
   
   </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
   0,10,10,64,20,541.63,200,128000,369,0.225,26527.57,31565.19,31565.19
   1,100,10,64,20,2541.44,2000,1280000,787,0.480,127685.82,143268.40,143268.40
   
2,1000,10,64,20,22244.79,20000,12800000,899,0.549,1103395.28,1277919.37,1277919.37
   ```
   
   </details>
   


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