github-actions[bot] commented on PR #8138:
URL: https://github.com/apache/texera/pull/8138#issuecomment-5470859859

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 3 better · 🔴 4 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `98588bf` 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/33331433183)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 400 | 0.244 | 24,489/32,731/32,731 us | 🟢 -6.6% / 
🔴 +121.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 806 | 0.492 | 122,238/161,145/161,145 us | 🔴 
+16.8% / 🔴 +59.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 937 | 0.572 | 1,064,680/1,118,029/1,118,029 us | 
⚪ within ±5% / 🔴 -16.3% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `98588bf` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 400 tuples/sec | 400 tuples/sec | 844.57 
tuples/sec | 0.0% | -52.6% |
   | bs=10 sw=10 sl=64 | MB/s | 0.244 MB/s | 0.244 MB/s | 0.515 MB/s | 0.0% | 
-52.7% |
   | bs=10 sw=10 sl=64 | p50 | 24,489 us | 26,229 us | 11,837 us | -6.6% | 
+106.9% |
   | bs=10 sw=10 sl=64 | p95 | 32,731 us | 34,677 us | 14,788 us | -5.6% | 
+121.3% |
   | bs=10 sw=10 sl=64 | p99 | 32,731 us | 34,677 us | 17,651 us | -5.6% | 
+85.4% |
   | bs=100 sw=10 sl=64 | throughput | 806 tuples/sec | 853 tuples/sec | 1,084 
tuples/sec | -5.5% | -25.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.492 MB/s | 0.52 MB/s | 0.662 MB/s | -5.4% | 
-25.6% |
   | bs=100 sw=10 sl=64 | p50 | 122,238 us | 116,692 us | 94,505 us | +4.8% | 
+29.3% |
   | bs=100 sw=10 sl=64 | p95 | 161,145 us | 137,924 us | 100,941 us | +16.8% | 
+59.6% |
   | bs=100 sw=10 sl=64 | p99 | 161,145 us | 137,924 us | 108,642 us | +16.8% | 
+48.3% |
   | bs=1000 sw=10 sl=64 | throughput | 937 tuples/sec | 931 tuples/sec | 1,119 
tuples/sec | +0.6% | -16.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.572 MB/s | 0.568 MB/s | 0.683 MB/s | +0.7% 
| -16.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,064,680 us | 1,075,531 us | 924,404 us | 
-1.0% | +15.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,118,029 us | 1,166,213 us | 967,785 us | 
-4.1% | +15.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,118,029 us | 1,166,213 us | 995,630 us | 
-4.1% | +12.3% |
   
   </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
   0,10,10,64,20,500.40,200,128000,400,0.244,24488.76,32731.07,32731.07
   1,100,10,64,20,2482.58,2000,1280000,806,0.492,122238.32,161145.25,161145.25
   
2,1000,10,64,20,21345.77,20000,12800000,937,0.572,1064680.16,1118029.09,1118029.09
   ```
   
   </details>
   


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