github-actions[bot] commented on PR #8514:
URL: https://github.com/apache/texera/pull/8514#issuecomment-5631506301

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `75c85aa` 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/34577552392)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 402 | 0.245 | 23,376/32,548/32,548 us | 🟢 -9.1% / 
🔴 +101.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 812 | 0.496 | 120,120/140,297/140,297 us | 🟢 
-14.2% / 🔴 +29.0% |
   | ⚪ | bs=1000 sw=10 sl=64 | 908 | 0.554 | 1,106,007/1,133,334/1,133,334 us | 
⚪ within ±5% / 🔴 +11.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `75c85aa` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 402 tuples/sec | 426 tuples/sec | 755.28 
tuples/sec | -5.6% | -46.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.26 MB/s | 0.461 MB/s | -5.8% | 
-46.9% |
   | bs=10 sw=10 sl=64 | p50 | 23,376 us | 21,503 us | 12,957 us | +8.7% | 
+80.4% |
   | bs=10 sw=10 sl=64 | p95 | 32,548 us | 35,807 us | 16,134 us | -9.1% | 
+101.7% |
   | bs=10 sw=10 sl=64 | p99 | 32,548 us | 35,807 us | 20,333 us | -9.1% | 
+60.1% |
   | bs=100 sw=10 sl=64 | throughput | 812 tuples/sec | 809 tuples/sec | 980.1 
tuples/sec | +0.4% | -17.2% |
   | bs=100 sw=10 sl=64 | MB/s | 0.496 MB/s | 0.494 MB/s | 0.598 MB/s | +0.4% | 
-17.1% |
   | bs=100 sw=10 sl=64 | p50 | 120,120 us | 120,537 us | 101,894 us | -0.3% | 
+17.9% |
   | bs=100 sw=10 sl=64 | p95 | 140,297 us | 163,499 us | 108,718 us | -14.2% | 
+29.0% |
   | bs=100 sw=10 sl=64 | p99 | 140,297 us | 163,499 us | 122,482 us | -14.2% | 
+14.5% |
   | bs=1000 sw=10 sl=64 | throughput | 908 tuples/sec | 924 tuples/sec | 1,011 
tuples/sec | -1.7% | -10.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.554 MB/s | 0.564 MB/s | 0.617 MB/s | -1.8% 
| -10.2% |
   | bs=1000 sw=10 sl=64 | p50 | 1,106,007 us | 1,085,513 us | 996,422 us | 
+1.9% | +11.0% |
   | bs=1000 sw=10 sl=64 | p95 | 1,133,334 us | 1,117,886 us | 1,037,670 us | 
+1.4% | +9.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,133,334 us | 1,117,886 us | 1,072,152 us | 
+1.4% | +5.7% |
   
   </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
   0,10,10,64,20,497.29,200,128000,402,0.245,23376.14,32548.45,32548.45
   1,100,10,64,20,2461.69,2000,1280000,812,0.496,120120.31,140296.76,140296.76
   
2,1000,10,64,20,22025.47,20000,12800000,908,0.554,1106006.72,1133334.30,1133334.30
   ```
   
   </details>
   


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