github-actions[bot] commented on PR #6808:
URL: https://github.com/apache/texera/pull/6808#issuecomment-5052449537

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 4 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `fa075d1` 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/29964181362)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 336 | 0.205 | 29,846/40,537/40,537 us | 🔴 +32.9% / 
🔴 +151.5% |
   | 🔴 | bs=100 sw=10 sl=64 | 774 | 0.473 | 128,589/143,461/143,461 us | 🔴 
+5.3% / 🔴 +33.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 885 | 0.54 | 1,140,069/1,194,057/1,194,057 us | 
⚪ within ±5% / 🔴 +15.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `fa075d1` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 336 tuples/sec | 415 tuples/sec | 760.2 
tuples/sec | -19.0% | -55.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.205 MB/s | 0.253 MB/s | 0.464 MB/s | -19.0% | 
-55.8% |
   | bs=10 sw=10 sl=64 | p50 | 29,846 us | 22,465 us | 12,781 us | +32.9% | 
+133.5% |
   | bs=10 sw=10 sl=64 | p95 | 40,537 us | 41,728 us | 16,118 us | -2.9% | 
+151.5% |
   | bs=10 sw=10 sl=64 | p99 | 40,537 us | 41,728 us | 19,074 us | -2.9% | 
+112.5% |
   | bs=100 sw=10 sl=64 | throughput | 774 tuples/sec | 808 tuples/sec | 988.68 
tuples/sec | -4.2% | -21.7% |
   | bs=100 sw=10 sl=64 | MB/s | 0.473 MB/s | 0.493 MB/s | 0.603 MB/s | -4.1% | 
-21.6% |
   | bs=100 sw=10 sl=64 | p50 | 128,589 us | 122,095 us | 101,448 us | +5.3% | 
+26.8% |
   | bs=100 sw=10 sl=64 | p95 | 143,461 us | 145,490 us | 107,410 us | -1.4% | 
+33.6% |
   | bs=100 sw=10 sl=64 | p99 | 143,461 us | 145,490 us | 120,258 us | -1.4% | 
+19.3% |
   | bs=1000 sw=10 sl=64 | throughput | 885 tuples/sec | 889 tuples/sec | 1,023 
tuples/sec | -0.4% | -13.5% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.54 MB/s | 0.543 MB/s | 0.624 MB/s | -0.6% | 
-13.5% |
   | bs=1000 sw=10 sl=64 | p50 | 1,140,069 us | 1,127,137 us | 983,888 us | 
+1.1% | +15.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,194,057 us | 1,168,696 us | 1,030,100 us | 
+2.2% | +15.9% |
   | bs=1000 sw=10 sl=64 | p99 | 1,194,057 us | 1,168,696 us | 1,056,513 us | 
+2.2% | +13.0% |
   
   </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
   0,10,10,64,20,594.94,200,128000,336,0.205,29845.69,40537.42,40537.42
   1,100,10,64,20,2582.76,2000,1280000,774,0.473,128589.23,143460.76,143460.76
   
2,1000,10,64,20,22591.00,20000,12800000,885,0.540,1140068.50,1194056.96,1194056.96
   ```
   
   </details>
   


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