github-actions[bot] commented on PR #6076:
URL: https://github.com/apache/texera/pull/6076#issuecomment-4873620472

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 5 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `a53d95a` 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/28644324005)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 369 | 0.225 | 24,557/51,680/51,680 us | 🔴 +81.5% / 
🔴 +238.1% |
   | 🔴 | bs=100 sw=10 sl=64 | 932 | 0.569 | 107,262/130,937/130,937 us | 🟢 
-11.7% / 🔴 +20.8% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,094 | 0.668 | 915,684/962,113/962,113 us | ⚪ 
within ±5% / 🟢 -10.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `a53d95a` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 369 tuples/sec | 429 tuples/sec | 770.95 
tuples/sec | -14.0% | -52.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.225 MB/s | 0.262 MB/s | 0.471 MB/s | -14.1% | 
-52.2% |
   | bs=10 sw=10 sl=64 | p50 | 24,557 us | 24,347 us | 12,775 us | +0.9% | 
+92.2% |
   | bs=10 sw=10 sl=64 | p95 | 51,680 us | 28,481 us | 15,286 us | +81.5% | 
+238.1% |
   | bs=10 sw=10 sl=64 | p99 | 51,680 us | 28,481 us | 18,795 us | +81.5% | 
+175.0% |
   | bs=100 sw=10 sl=64 | throughput | 932 tuples/sec | 939 tuples/sec | 976.93 
tuples/sec | -0.7% | -4.6% |
   | bs=100 sw=10 sl=64 | MB/s | 0.569 MB/s | 0.573 MB/s | 0.596 MB/s | -0.7% | 
-4.6% |
   | bs=100 sw=10 sl=64 | p50 | 107,262 us | 100,996 us | 102,557 us | +6.2% | 
+4.6% |
   | bs=100 sw=10 sl=64 | p95 | 130,937 us | 148,276 us | 108,383 us | -11.7% | 
+20.8% |
   | bs=100 sw=10 sl=64 | p99 | 130,937 us | 148,276 us | 115,249 us | -11.7% | 
+13.6% |
   | bs=1000 sw=10 sl=64 | throughput | 1,094 tuples/sec | 1,120 tuples/sec | 
1,009 tuples/sec | -2.3% | +8.4% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.668 MB/s | 0.684 MB/s | 0.616 MB/s | -2.3% 
| +8.5% |
   | bs=1000 sw=10 sl=64 | p50 | 915,684 us | 894,159 us | 997,695 us | +2.4% | 
-8.2% |
   | bs=1000 sw=10 sl=64 | p95 | 962,113 us | 946,290 us | 1,036,731 us | +1.7% 
| -7.2% |
   | bs=1000 sw=10 sl=64 | p99 | 962,113 us | 946,290 us | 1,069,334 us | +1.7% 
| -10.0% |
   
   </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
   0,10,10,64,20,542.63,200,128000,369,0.225,24557.33,51680.03,51680.03
   1,100,10,64,20,2145.39,2000,1280000,932,0.569,107262.13,130937.42,130937.42
   
2,1000,10,64,20,18285.17,20000,12800000,1094,0.668,915683.54,962113.33,962113.33
   ```
   
   </details>
   


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