github-actions[bot] commented on PR #6178:
URL: https://github.com/apache/texera/pull/6178#issuecomment-4886977489

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 2 better · 🔴 0 worse · ⚪ 13 noise (<±5%) · 0 without baseline
   
   > Compared against main `6e25ffb` 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/28748895397)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 406 | 0.248 | 23,270/34,675/34,675 us | 🟢 -13.9% / 
🔴 +127.9% |
   | ⚪ | bs=100 sw=10 sl=64 | 818 | 0.499 | 121,796/141,574/141,574 us | ⚪ 
within ±5% / 🔴 +31.1% |
   | ⚪ | bs=1000 sw=10 sl=64 | 953 | 0.582 | 1,050,445/1,079,796/1,079,796 us | 
⚪ within ±5% / 🔴 -6.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `6e25ffb` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 406 tuples/sec | 413 tuples/sec | 777.63 
tuples/sec | -1.7% | -47.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.248 MB/s | 0.252 MB/s | 0.475 MB/s | -1.6% | 
-47.7% |
   | bs=10 sw=10 sl=64 | p50 | 23,270 us | 22,909 us | 12,603 us | +1.6% | 
+84.6% |
   | bs=10 sw=10 sl=64 | p95 | 34,675 us | 40,271 us | 15,215 us | -13.9% | 
+127.9% |
   | bs=10 sw=10 sl=64 | p99 | 34,675 us | 40,271 us | 18,617 us | -13.9% | 
+86.3% |
   | bs=100 sw=10 sl=64 | throughput | 818 tuples/sec | 839 tuples/sec | 987.11 
tuples/sec | -2.5% | -17.1% |
   | bs=100 sw=10 sl=64 | MB/s | 0.499 MB/s | 0.512 MB/s | 0.602 MB/s | -2.5% | 
-17.2% |
   | bs=100 sw=10 sl=64 | p50 | 121,796 us | 118,429 us | 101,428 us | +2.8% | 
+20.1% |
   | bs=100 sw=10 sl=64 | p95 | 141,574 us | 135,390 us | 107,959 us | +4.6% | 
+31.1% |
   | bs=100 sw=10 sl=64 | p99 | 141,574 us | 135,390 us | 114,777 us | +4.6% | 
+23.3% |
   | bs=1000 sw=10 sl=64 | throughput | 953 tuples/sec | 942 tuples/sec | 1,021 
tuples/sec | +1.2% | -6.7% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.582 MB/s | 0.575 MB/s | 0.623 MB/s | +1.2% 
| -6.6% |
   | bs=1000 sw=10 sl=64 | p50 | 1,050,445 us | 1,066,511 us | 986,363 us | 
-1.5% | +6.5% |
   | bs=1000 sw=10 sl=64 | p95 | 1,079,796 us | 1,105,368 us | 1,026,594 us | 
-2.3% | +5.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,079,796 us | 1,105,368 us | 1,054,559 us | 
-2.3% | +2.4% |
   
   </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
   0,10,10,64,20,492.82,200,128000,406,0.248,23269.54,34674.91,34674.91
   1,100,10,64,20,2444.77,2000,1280000,818,0.499,121795.80,141573.83,141573.83
   
2,1000,10,64,20,20977.06,20000,12800000,953,0.582,1050444.79,1079795.97,1079795.97
   ```
   
   </details>
   


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