github-actions[bot] commented on PR #8518:
URL: https://github.com/apache/texera/pull/8518#issuecomment-5639874671

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 2 better · 🔴 4 worse · ⚪ 9 noise (<±5%) · 0 without baseline
   
   > Compared against main `069cd20` 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/34640726502)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 556 | 0.339 | 17,541/21,234/21,234 us | 🟢 -15.7% / 
🔴 +41.0% |
   | 🔴 | bs=100 sw=10 sl=64 | 1,209 | 0.738 | 83,787/95,190/95,190 us | 🔴 +7.4% 
/ 🟢 -19.2% |
   | 🔴 | bs=1000 sw=10 sl=64 | 1,397 | 0.852 | 710,895/831,925/831,925 us | 🔴 
+7.2% / 🟢 +31.0% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `069cd20` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 556 tuples/sec | 577 tuples/sec | 794.98 
tuples/sec | -3.6% | -30.1% |
   | bs=10 sw=10 sl=64 | MB/s | 0.339 MB/s | 0.352 MB/s | 0.485 MB/s | -3.7% | 
-30.1% |
   | bs=10 sw=10 sl=64 | p50 | 17,541 us | 15,245 us | 12,443 us | +15.1% | 
+41.0% |
   | bs=10 sw=10 sl=64 | p95 | 21,234 us | 25,192 us | 15,648 us | -15.7% | 
+35.7% |
   | bs=10 sw=10 sl=64 | p99 | 21,234 us | 25,192 us | 19,794 us | -15.7% | 
+7.3% |
   | bs=100 sw=10 sl=64 | throughput | 1,209 tuples/sec | 1,271 tuples/sec | 
1,034 tuples/sec | -4.9% | +16.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.738 MB/s | 0.776 MB/s | 0.631 MB/s | -4.9% | 
+16.9% |
   | bs=100 sw=10 sl=64 | p50 | 83,787 us | 77,993 us | 97,860 us | +7.4% | 
-14.4% |
   | bs=100 sw=10 sl=64 | p95 | 95,190 us | 92,068 us | 104,570 us | +3.4% | 
-9.0% |
   | bs=100 sw=10 sl=64 | p99 | 95,190 us | 92,068 us | 117,811 us | +3.4% | 
-19.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,397 tuples/sec | 1,427 tuples/sec | 
1,066 tuples/sec | -2.1% | +31.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.852 MB/s | 0.871 MB/s | 0.651 MB/s | -2.2% 
| +30.9% |
   | bs=1000 sw=10 sl=64 | p50 | 710,895 us | 702,884 us | 958,266 us | +1.1% | 
-25.8% |
   | bs=1000 sw=10 sl=64 | p95 | 831,925 us | 775,850 us | 998,734 us | +7.2% | 
-16.7% |
   | bs=1000 sw=10 sl=64 | p99 | 831,925 us | 775,850 us | 1,032,953 us | +7.2% 
| -19.5% |
   
   </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
   0,10,10,64,20,359.92,200,128000,556,0.339,17541.27,21233.84,21233.84
   1,100,10,64,20,1654.79,2000,1280000,1209,0.738,83786.99,95189.55,95189.55
   
2,1000,10,64,20,14321.32,20000,12800000,1397,0.852,710895.03,831924.51,831924.51
   ```
   
   </details>
   


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