github-actions[bot] commented on PR #7978:
URL: https://github.com/apache/texera/pull/7978#issuecomment-5417015459

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 4 better · 🔴 2 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `0af18e0` 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/32900382467)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 441 | 0.269 | 21,821/27,042/27,042 us | 🔴 -7.6% / 
🔴 +100.1% |
   | 🟢 | bs=100 sw=10 sl=64 | 939 | 0.573 | 104,946/120,335/120,335 us | 🟢 
-9.3% / 🔴 +31.4% |
   | 🟢 | bs=1000 sw=10 sl=64 | 1,088 | 0.664 | 916,357/952,788/952,788 us | 🟢 
-9.1% / 🔴 -10.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `0af18e0` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 441 tuples/sec | 477 tuples/sec | 908.02 
tuples/sec | -7.5% | -51.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.269 MB/s | 0.291 MB/s | 0.554 MB/s | -7.6% | 
-51.5% |
   | bs=10 sw=10 sl=64 | p50 | 21,821 us | 21,439 us | 10,907 us | +1.8% | 
+100.1% |
   | bs=10 sw=10 sl=64 | p95 | 27,042 us | 28,042 us | 13,604 us | -3.6% | 
+98.8% |
   | bs=10 sw=10 sl=64 | p99 | 27,042 us | 28,042 us | 16,697 us | -3.6% | 
+62.0% |
   | bs=100 sw=10 sl=64 | throughput | 939 tuples/sec | 950 tuples/sec | 1,188 
tuples/sec | -1.2% | -20.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.573 MB/s | 0.58 MB/s | 0.725 MB/s | -1.2% | 
-20.9% |
   | bs=100 sw=10 sl=64 | p50 | 104,946 us | 100,595 us | 85,003 us | +4.3% | 
+23.5% |
   | bs=100 sw=10 sl=64 | p95 | 120,335 us | 132,654 us | 91,599 us | -9.3% | 
+31.4% |
   | bs=100 sw=10 sl=64 | p99 | 120,335 us | 132,654 us | 99,202 us | -9.3% | 
+21.3% |
   | bs=1000 sw=10 sl=64 | throughput | 1,088 tuples/sec | 1,080 tuples/sec | 
1,221 tuples/sec | +0.7% | -10.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.664 MB/s | 0.659 MB/s | 0.745 MB/s | +0.8% 
| -10.9% |
   | bs=1000 sw=10 sl=64 | p50 | 916,357 us | 919,073 us | 837,593 us | -0.3% | 
+9.4% |
   | bs=1000 sw=10 sl=64 | p95 | 952,788 us | 1,047,729 us | 881,015 us | -9.1% 
| +8.1% |
   | bs=1000 sw=10 sl=64 | p99 | 952,788 us | 1,047,729 us | 915,550 us | -9.1% 
| +4.1% |
   
   </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
   0,10,10,64,20,453.49,200,128000,441,0.269,21820.94,27042.29,27042.29
   1,100,10,64,20,2129.54,2000,1280000,939,0.573,104946.01,120335.42,120335.42
   
2,1000,10,64,20,18389.98,20000,12800000,1088,0.664,916357.14,952787.80,952787.80
   ```
   
   </details>
   


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