github-actions[bot] commented on PR #8303:
URL: https://github.com/apache/texera/pull/8303#issuecomment-5485901153

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 3 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `7d57cd6` 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/33448169842)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 382 | 0.233 | 24,429/33,873/33,873 us | 🔴 +16.1% / 
🔴 +117.4% |
   | 🟢 | bs=100 sw=10 sl=64 | 787 | 0.481 | 125,890/141,629/141,629 us | 🟢 
-19.2% / 🔴 +32.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 910 | 0.555 | 1,093,386/1,169,799/1,169,799 us | 
⚪ within ±5% / 🔴 +14.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7d57cd6` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 382 tuples/sec | 425 tuples/sec | 787.98 
tuples/sec | -10.1% | -51.5% |
   | bs=10 sw=10 sl=64 | MB/s | 0.233 MB/s | 0.259 MB/s | 0.481 MB/s | -10.0% | 
-51.6% |
   | bs=10 sw=10 sl=64 | p50 | 24,429 us | 21,045 us | 12,593 us | +16.1% | 
+94.0% |
   | bs=10 sw=10 sl=64 | p95 | 33,873 us | 36,148 us | 15,579 us | -6.3% | 
+117.4% |
   | bs=10 sw=10 sl=64 | p99 | 33,873 us | 36,148 us | 18,786 us | -6.3% | 
+80.3% |
   | bs=100 sw=10 sl=64 | throughput | 787 tuples/sec | 789 tuples/sec | 1,008 
tuples/sec | -0.3% | -21.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.481 MB/s | 0.481 MB/s | 0.615 MB/s | 0.0% | 
-21.8% |
   | bs=100 sw=10 sl=64 | p50 | 125,890 us | 121,286 us | 100,701 us | +3.8% | 
+25.0% |
   | bs=100 sw=10 sl=64 | p95 | 141,629 us | 175,202 us | 107,244 us | -19.2% | 
+32.1% |
   | bs=100 sw=10 sl=64 | p99 | 141,629 us | 175,202 us | 116,122 us | -19.2% | 
+22.0% |
   | bs=1000 sw=10 sl=64 | throughput | 910 tuples/sec | 929 tuples/sec | 1,042 
tuples/sec | -2.0% | -12.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.555 MB/s | 0.567 MB/s | 0.636 MB/s | -2.1% 
| -12.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,093,386 us | 1,073,368 us | 981,959 us | 
+1.9% | +11.3% |
   | bs=1000 sw=10 sl=64 | p95 | 1,169,799 us | 1,145,207 us | 1,023,080 us | 
+2.1% | +14.3% |
   | bs=1000 sw=10 sl=64 | p99 | 1,169,799 us | 1,145,207 us | 1,051,697 us | 
+2.1% | +11.2% |
   
   </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
   0,10,10,64,20,524.24,200,128000,382,0.233,24429.45,33873.09,33873.09
   1,100,10,64,20,2540.23,2000,1280000,787,0.481,125889.56,141629.18,141629.18
   
2,1000,10,64,20,21982.13,20000,12800000,910,0.555,1093386.20,1169799.24,1169799.24
   ```
   
   </details>
   


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