github-actions[bot] commented on PR #5656:
URL: https://github.com/apache/texera/pull/5656#issuecomment-4696642189

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 5 worse · ⚪ 10 noise (<±5%) · 0 without baseline
   
   > CI benchmark results are noisy; treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/27449849955)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 383 | 0.234 | 26,342/31,243/31,243 us | 🔴 +14.5% / 
🟢 -13.4% |
   | 🔴 | bs=100 sw=10 sl=64 | 793 | 0.484 | 124,488/152,911/152,911 us | 🔴 
-5.6% / 🔴 -8.9% |
   | ⚪ | bs=1000 sw=10 sl=64 | 930 | 0.567 | 1,080,119/1,114,304/1,114,304 us | 
⚪ within ±5% / 🔴 +8.7% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `73c76f5` from 2026-06-12T22:35:57.354Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 383 tuples/sec | 420.77 tuples/sec | 
398.12 tuples/sec | -9.0% | -3.8% |
   | bs=10 sw=10 sl=64 | MB/s | 0.234 MB/s | 0.257 MB/s | 0.243 MB/s | -8.9% | 
-3.7% |
   | bs=10 sw=10 sl=64 | p50 | 26,342 us | 23,004 us | 24,372 us | +14.5% | 
+8.1% |
   | bs=10 sw=10 sl=64 | p95 | 31,243 us | 31,220 us | 36,082 us | +0.1% | 
-13.4% |
   | bs=10 sw=10 sl=64 | p99 | 31,243 us | 31,220 us | 36,082 us | +0.1% | 
-13.4% |
   | bs=100 sw=10 sl=64 | throughput | 793 tuples/sec | 839.89 tuples/sec | 
870.8 tuples/sec | -5.6% | -8.9% |
   | bs=100 sw=10 sl=64 | MB/s | 0.484 MB/s | 0.513 MB/s | 0.531 MB/s | -5.6% | 
-8.9% |
   | bs=100 sw=10 sl=64 | p50 | 124,488 us | 119,184 us | 114,334 us | +4.5% | 
+8.9% |
   | bs=100 sw=10 sl=64 | p95 | 152,911 us | 160,656 us | 140,980 us | -4.8% | 
+8.5% |
   | bs=100 sw=10 sl=64 | p99 | 152,911 us | 160,656 us | 140,980 us | -4.8% | 
+8.5% |
   | bs=1000 sw=10 sl=64 | throughput | 930 tuples/sec | 948.1 tuples/sec | 
1,010 tuples/sec | -1.9% | -8.0% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.567 MB/s | 0.579 MB/s | 0.617 MB/s | -2.0% 
| -8.1% |
   | bs=1000 sw=10 sl=64 | p50 | 1,080,119 us | 1,048,503 us | 994,062 us | 
+3.0% | +8.7% |
   | bs=1000 sw=10 sl=64 | p95 | 1,114,304 us | 1,107,534 us | 1,046,212 us | 
+0.6% | +6.5% |
   | bs=1000 sw=10 sl=64 | p99 | 1,114,304 us | 1,107,534 us | 1,046,212 us | 
+0.6% | +6.5% |
   
   </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
   0,10,10,64,20,522.23,200,128000,383,0.234,26341.56,31243.11,31243.11
   1,100,10,64,20,2523.57,2000,1280000,793,0.484,124488.49,152910.76,152910.76
   
2,1000,10,64,20,21510.25,20000,12800000,930,0.567,1080118.79,1114303.93,1114303.93
   ```
   
   </details>
   


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