github-actions[bot] commented on PR #8122:
URL: https://github.com/apache/texera/pull/8122#issuecomment-5466370805

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `b8f6c5b` 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/33289134274)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 381 | 0.233 | 24,546/35,020/35,020 us | 🔴 -8.4% / 
🔴 +137.2% |
   | 🔴 | bs=100 sw=10 sl=64 | 781 | 0.476 | 122,935/185,362/185,362 us | 🔴 
+27.5% / 🔴 +83.6% |
   | ⚪ | bs=1000 sw=10 sl=64 | 925 | 0.565 | 1,068,975/1,135,274/1,135,274 us | 
⚪ within ±5% / 🔴 -16.8% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `b8f6c5b` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 381 tuples/sec | 416 tuples/sec | 842.25 
tuples/sec | -8.4% | -54.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.233 MB/s | 0.254 MB/s | 0.514 MB/s | -8.3% | 
-54.7% |
   | bs=10 sw=10 sl=64 | p50 | 24,546 us | 24,649 us | 11,860 us | -0.4% | 
+107.0% |
   | bs=10 sw=10 sl=64 | p95 | 35,020 us | 34,249 us | 14,764 us | +2.3% | 
+137.2% |
   | bs=10 sw=10 sl=64 | p99 | 35,020 us | 34,249 us | 17,870 us | +2.3% | 
+96.0% |
   | bs=100 sw=10 sl=64 | throughput | 781 tuples/sec | 822 tuples/sec | 1,084 
tuples/sec | -5.0% | -27.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.476 MB/s | 0.502 MB/s | 0.662 MB/s | -5.2% | 
-28.0% |
   | bs=100 sw=10 sl=64 | p50 | 122,935 us | 122,467 us | 94,616 us | +0.4% | 
+29.9% |
   | bs=100 sw=10 sl=64 | p95 | 185,362 us | 145,387 us | 100,981 us | +27.5% | 
+83.6% |
   | bs=100 sw=10 sl=64 | p99 | 185,362 us | 145,387 us | 108,141 us | +27.5% | 
+71.4% |
   | bs=1000 sw=10 sl=64 | throughput | 925 tuples/sec | 923 tuples/sec | 1,112 
tuples/sec | +0.2% | -16.8% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.565 MB/s | 0.563 MB/s | 0.679 MB/s | +0.4% 
| -16.7% |
   | bs=1000 sw=10 sl=64 | p50 | 1,068,975 us | 1,090,834 us | 930,623 us | 
-2.0% | +14.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,135,274 us | 1,113,435 us | 974,308 us | 
+2.0% | +16.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,135,274 us | 1,113,435 us | 1,002,806 us | 
+2.0% | +13.2% |
   
   </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
   0,10,10,64,20,524.49,200,128000,381,0.233,24546.48,35019.56,35019.56
   1,100,10,64,20,2561.83,2000,1280000,781,0.476,122934.65,185361.53,185361.53
   
2,1000,10,64,20,21612.55,20000,12800000,925,0.565,1068975.11,1135274.00,1135274.00
   ```
   
   </details>
   


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