github-actions[bot] commented on PR #6639:
URL: https://github.com/apache/texera/pull/6639#issuecomment-5027536037

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `f14cd39` 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/29780564341)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 428 | 0.261 | 22,984/30,046/30,046 us | 🔴 -10.3% / 
🔴 +92.2% |
   | ⚪ | bs=100 sw=10 sl=64 | 927 | 0.566 | 104,645/133,184/133,184 us | ⚪ 
within ±5% / 🔴 +25.6% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,067 | 0.651 | 931,596/1,060,998/1,060,998 us | 
🔴 +12.3% / ⚪ within ±5% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `f14cd39` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 428 tuples/sec | 477 tuples/sec | 767.23 
tuples/sec | -10.3% | -44.2% |
   | bs=10 sw=10 sl=64 | MB/s | 0.261 MB/s | 0.291 MB/s | 0.468 MB/s | -10.3% | 
-44.3% |
   | bs=10 sw=10 sl=64 | p50 | 22,984 us | 20,926 us | 12,705 us | +9.8% | 
+80.9% |
   | bs=10 sw=10 sl=64 | p95 | 30,046 us | 28,946 us | 15,633 us | +3.8% | 
+92.2% |
   | bs=10 sw=10 sl=64 | p99 | 30,046 us | 28,946 us | 20,214 us | +3.8% | 
+48.6% |
   | bs=100 sw=10 sl=64 | throughput | 927 tuples/sec | 954 tuples/sec | 1,001 
tuples/sec | -2.8% | -7.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.566 MB/s | 0.583 MB/s | 0.611 MB/s | -2.9% | 
-7.4% |
   | bs=100 sw=10 sl=64 | p50 | 104,645 us | 104,080 us | 99,949 us | +0.5% | 
+4.7% |
   | bs=100 sw=10 sl=64 | p95 | 133,184 us | 133,436 us | 105,996 us | -0.2% | 
+25.6% |
   | bs=100 sw=10 sl=64 | p99 | 133,184 us | 133,436 us | 117,999 us | -0.2% | 
+12.9% |
   | bs=1000 sw=10 sl=64 | throughput | 1,067 tuples/sec | 1,102 tuples/sec | 
1,033 tuples/sec | -3.2% | +3.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.651 MB/s | 0.672 MB/s | 0.631 MB/s | -3.1% 
| +3.2% |
   | bs=1000 sw=10 sl=64 | p50 | 931,596 us | 914,920 us | 974,571 us | +1.8% | 
-4.4% |
   | bs=1000 sw=10 sl=64 | p95 | 1,060,998 us | 944,444 us | 1,016,467 us | 
+12.3% | +4.4% |
   | bs=1000 sw=10 sl=64 | p99 | 1,060,998 us | 944,444 us | 1,048,798 us | 
+12.3% | +1.2% |
   
   </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
   0,10,10,64,20,467.80,200,128000,428,0.261,22983.68,30046.08,30046.08
   1,100,10,64,20,2158.50,2000,1280000,927,0.566,104645.14,133184.08,133184.08
   
2,1000,10,64,20,18748.17,20000,12800000,1067,0.651,931596.12,1060998.45,1060998.45
   ```
   
   </details>
   


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