github-actions[bot] commented on PR #6890:
URL: https://github.com/apache/texera/pull/6890#issuecomment-5077607167

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `81d4612` 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/30150150761)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 415 | 0.253 | 24,385/35,297/35,297 us | 🔴 +8.0% / 
🔴 +112.7% |
   | 🟢 | bs=100 sw=10 sl=64 | 939 | 0.573 | 105,195/124,576/124,576 us | 🟢 
-9.5% / 🔴 +14.2% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,097 | 0.67 | 909,681/1,010,573/1,010,573 us | 
⚪ within ±5% / 🟢 +9.4% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `81d4612` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 415 tuples/sec | 440 tuples/sec | 754.55 
tuples/sec | -5.7% | -45.0% |
   | bs=10 sw=10 sl=64 | MB/s | 0.253 MB/s | 0.268 MB/s | 0.461 MB/s | -5.6% | 
-45.1% |
   | bs=10 sw=10 sl=64 | p50 | 24,385 us | 22,791 us | 12,816 us | +7.0% | 
+90.3% |
   | bs=10 sw=10 sl=64 | p95 | 35,297 us | 32,695 us | 16,594 us | +8.0% | 
+112.7% |
   | bs=10 sw=10 sl=64 | p99 | 35,297 us | 32,695 us | 19,806 us | +8.0% | 
+78.2% |
   | bs=100 sw=10 sl=64 | throughput | 939 tuples/sec | 943 tuples/sec | 969.38 
tuples/sec | -0.4% | -3.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.573 MB/s | 0.576 MB/s | 0.592 MB/s | -0.5% | 
-3.2% |
   | bs=100 sw=10 sl=64 | p50 | 105,195 us | 103,939 us | 103,584 us | +1.2% | 
+1.6% |
   | bs=100 sw=10 sl=64 | p95 | 124,576 us | 137,717 us | 109,097 us | -9.5% | 
+14.2% |
   | bs=100 sw=10 sl=64 | p99 | 124,576 us | 137,717 us | 117,304 us | -9.5% | 
+6.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,097 tuples/sec | 1,099 tuples/sec | 
1,004 tuples/sec | -0.2% | +9.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.67 MB/s | 0.671 MB/s | 0.613 MB/s | -0.1% | 
+9.4% |
   | bs=1000 sw=10 sl=64 | p50 | 909,681 us | 909,724 us | 1,002,357 us | -0.0% 
| -9.2% |
   | bs=1000 sw=10 sl=64 | p95 | 1,010,573 us | 971,965 us | 1,046,463 us | 
+4.0% | -3.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,010,573 us | 971,965 us | 1,073,661 us | 
+4.0% | -5.9% |
   
   </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
   0,10,10,64,20,482.34,200,128000,415,0.253,24385.09,35296.68,35296.68
   1,100,10,64,20,2129.23,2000,1280000,939,0.573,105195.28,124576.06,124576.06
   
2,1000,10,64,20,18228.13,20000,12800000,1097,0.670,909681.30,1010573.31,1010573.31
   ```
   
   </details>
   


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