github-actions[bot] commented on PR #8647:
URL: https://github.com/apache/texera/pull/8647#issuecomment-5789253843

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 7 worse · ⚪ 8 noise (<±5%) · 0 without baseline
   
   > Compared against main `70bd3b3` 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/35819622986)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 402 | 0.245 | 23,211/33,324/33,324 us | 🔴 +15.7% / 
🔴 +114.3% |
   | 🔴 | bs=100 sw=10 sl=64 | 920 | 0.562 | 106,422/142,178/142,178 us | 🔴 
+11.8% / 🔴 +30.4% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,105 | 0.675 | 896,390/989,210/989,210 us | ⚪ 
within ±5% / 🟢 -10.9% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `70bd3b3` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 402 tuples/sec | 457 tuples/sec | 771.42 
tuples/sec | -12.0% | -47.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.245 MB/s | 0.279 MB/s | 0.471 MB/s | -12.2% | 
-48.0% |
   | bs=10 sw=10 sl=64 | p50 | 23,211 us | 21,568 us | 12,757 us | +7.6% | 
+82.0% |
   | bs=10 sw=10 sl=64 | p95 | 33,324 us | 28,798 us | 15,551 us | +15.7% | 
+114.3% |
   | bs=10 sw=10 sl=64 | p99 | 33,324 us | 28,798 us | 19,296 us | +15.7% | 
+72.7% |
   | bs=100 sw=10 sl=64 | throughput | 920 tuples/sec | 940 tuples/sec | 983.07 
tuples/sec | -2.1% | -6.4% |
   | bs=100 sw=10 sl=64 | MB/s | 0.562 MB/s | 0.574 MB/s | 0.6 MB/s | -2.1% | 
-6.3% |
   | bs=100 sw=10 sl=64 | p50 | 106,422 us | 103,147 us | 102,799 us | +3.2% | 
+3.5% |
   | bs=100 sw=10 sl=64 | p95 | 142,178 us | 127,217 us | 109,018 us | +11.8% | 
+30.4% |
   | bs=100 sw=10 sl=64 | p99 | 142,178 us | 127,217 us | 121,110 us | +11.8% | 
+17.4% |
   | bs=1000 sw=10 sl=64 | throughput | 1,105 tuples/sec | 1,115 tuples/sec | 
1,012 tuples/sec | -0.9% | +9.2% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.675 MB/s | 0.68 MB/s | 0.618 MB/s | -0.7% | 
+9.3% |
   | bs=1000 sw=10 sl=64 | p50 | 896,390 us | 898,084 us | 1,006,484 us | -0.2% 
| -10.9% |
   | bs=1000 sw=10 sl=64 | p95 | 989,210 us | 950,532 us | 1,046,167 us | +4.1% 
| -5.4% |
   | bs=1000 sw=10 sl=64 | p99 | 989,210 us | 950,532 us | 1,074,106 us | +4.1% 
| -7.9% |
   
   </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
   0,10,10,64,20,497.69,200,128000,402,0.245,23211.11,33324.44,33324.44
   1,100,10,64,20,2173.97,2000,1280000,920,0.562,106421.92,142177.99,142177.99
   
2,1000,10,64,20,18097.12,20000,12800000,1105,0.675,896390.39,989210.31,989210.31
   ```
   
   </details>
   


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