github-actions[bot] commented on PR #5278:
URL: https://github.com/apache/texera/pull/5278#issuecomment-4694103229

   <!-- texera-benchmarks-comment -->
   ## ⚠️ Benchmark changes need a look
   
   🟢 0 better · 🔴 13 worse · ⚪ 2 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/27434677419)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🔴 | bs=10 sw=10 sl=64 | 390 | 0.238 | 25,221/34,423/34,423 us | 🔴 +15.3% / 
⚪ within ±5% |
   | 🔴 | bs=100 sw=10 sl=64 | 802 | 0.489 | 123,550/141,392/141,392 us | 🔴 
+15.2% / 🔴 -9.1% |
   | 🔴 | bs=1000 sw=10 sl=64 | 914 | 0.558 | 1,096,408/1,126,145/1,126,145 us | 
🔴 +18.3% / 🔴 +11.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `7e9cabf` from 2026-06-12T17:36:24.738Z
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 390 tuples/sec | 439.82 tuples/sec | 
393.68 tuples/sec | -11.3% | -0.9% |
   | bs=10 sw=10 sl=64 | MB/s | 0.238 MB/s | 0.268 MB/s | 0.24 MB/s | -11.3% | 
-0.9% |
   | bs=10 sw=10 sl=64 | p50 | 25,221 us | 21,867 us | 24,851 us | +15.3% | 
+1.5% |
   | bs=10 sw=10 sl=64 | p95 | 34,423 us | 32,549 us | 35,893 us | +5.8% | 
-4.1% |
   | bs=10 sw=10 sl=64 | p99 | 34,423 us | 32,549 us | 35,893 us | +5.8% | 
-4.1% |
   | bs=100 sw=10 sl=64 | throughput | 802 tuples/sec | 922.84 tuples/sec | 
881.13 tuples/sec | -13.1% | -9.0% |
   | bs=100 sw=10 sl=64 | MB/s | 0.489 MB/s | 0.563 MB/s | 0.538 MB/s | -13.2% 
| -9.1% |
   | bs=100 sw=10 sl=64 | p50 | 123,550 us | 107,209 us | 113,767 us | +15.2% | 
+8.6% |
   | bs=100 sw=10 sl=64 | p95 | 141,392 us | 146,772 us | 133,722 us | -3.7% | 
+5.7% |
   | bs=100 sw=10 sl=64 | p99 | 141,392 us | 146,772 us | 133,722 us | -3.7% | 
+5.7% |
   | bs=1000 sw=10 sl=64 | throughput | 914 tuples/sec | 1,082 tuples/sec | 
1,019 tuples/sec | -15.5% | -10.3% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.558 MB/s | 0.66 MB/s | 0.622 MB/s | -15.5% 
| -10.3% |
   | bs=1000 sw=10 sl=64 | p50 | 1,096,408 us | 927,133 us | 986,571 us | 
+18.3% | +11.1% |
   | bs=1000 sw=10 sl=64 | p95 | 1,126,145 us | 981,103 us | 1,040,758 us | 
+14.8% | +8.2% |
   | bs=1000 sw=10 sl=64 | p99 | 1,126,145 us | 981,103 us | 1,040,758 us | 
+14.8% | +8.2% |
   
   </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
   0,10,10,64,20,512.31,200,128000,390,0.238,25221.22,34423.14,34423.14
   1,100,10,64,20,2494.77,2000,1280000,802,0.489,123550.40,141392.02,141392.02
   
2,1000,10,64,20,21882.16,20000,12800000,914,0.558,1096407.71,1126144.94,1126144.94
   ```
   
   </details>
   


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