github-actions[bot] commented on PR #8075:
URL: https://github.com/apache/texera/pull/8075#issuecomment-5458024989

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > Compared against main `bdc6d2a` 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/33211474164)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 422 | 0.257 | 23,527/28,637/28,637 us | 🔴 -6.2% / 
🔴 +110.7% |
   | 🔴 | bs=100 sw=10 sl=64 | 812 | 0.496 | 121,300/141,455/141,455 us | 🔴 
+6.3% / 🔴 +48.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 928 | 0.567 | 1,083,119/1,151,772/1,151,772 us | 
⚪ within ±5% / 🔴 +25.6% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `bdc6d2a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 422 tuples/sec | 448 tuples/sec | 894.27 
tuples/sec | -5.8% | -52.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.257 MB/s | 0.274 MB/s | 0.546 MB/s | -6.2% | 
-52.9% |
   | bs=10 sw=10 sl=64 | p50 | 23,527 us | 23,575 us | 11,164 us | -0.2% | 
+110.7% |
   | bs=10 sw=10 sl=64 | p95 | 28,637 us | 29,216 us | 14,219 us | -2.0% | 
+101.4% |
   | bs=10 sw=10 sl=64 | p99 | 28,637 us | 29,216 us | 16,863 us | -2.0% | 
+69.8% |
   | bs=100 sw=10 sl=64 | throughput | 812 tuples/sec | 860 tuples/sec | 1,158 
tuples/sec | -5.6% | -29.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.496 MB/s | 0.525 MB/s | 0.707 MB/s | -5.5% | 
-29.8% |
   | bs=100 sw=10 sl=64 | p50 | 121,300 us | 114,137 us | 88,711 us | +6.3% | 
+36.7% |
   | bs=100 sw=10 sl=64 | p95 | 141,455 us | 142,043 us | 95,062 us | -0.4% | 
+48.8% |
   | bs=100 sw=10 sl=64 | p99 | 141,455 us | 142,043 us | 102,275 us | -0.4% | 
+38.3% |
   | bs=1000 sw=10 sl=64 | throughput | 928 tuples/sec | 925 tuples/sec | 1,188 
tuples/sec | +0.3% | -21.9% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.567 MB/s | 0.565 MB/s | 0.725 MB/s | +0.4% 
| -21.8% |
   | bs=1000 sw=10 sl=64 | p50 | 1,083,119 us | 1,073,146 us | 874,204 us | 
+0.9% | +23.9% |
   | bs=1000 sw=10 sl=64 | p95 | 1,151,772 us | 1,124,890 us | 916,845 us | 
+2.4% | +25.6% |
   | bs=1000 sw=10 sl=64 | p99 | 1,151,772 us | 1,124,890 us | 947,186 us | 
+2.4% | +21.6% |
   
   </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
   0,10,10,64,20,474.14,200,128000,422,0.257,23527.03,28636.88,28636.88
   1,100,10,64,20,2463.52,2000,1280000,812,0.496,121299.98,141455.14,141455.14
   
2,1000,10,64,20,21547.02,20000,12800000,928,0.567,1083119.16,1151772.31,1151772.31
   ```
   
   </details>
   


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