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Vald. A Highly Scalable Distributed Vector Search Engine
https://vald.vdaas.org
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[WIP] implement rust embedded kvs benchmark #2523

Closed kmrmt closed 4 weeks ago

kmrmt commented 2 months ago

Description

add benchmark for rust embedded KVS. run benchmark with following command:

$ cargo bench -p kvs

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Deploying vald with  Cloudflare Pages  Cloudflare Pages

Latest commit: 22996c3
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Branch Preview URL: https://benchmark-agent-rust-kvs.vald.pages.dev

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kmrmt commented 2 months ago

divan benchmark result

     Running benches/divan_benchmark.rs (target/release/deps/divan_benchmark-c2fdd2ba526e75ab)
Timer precision: 10 ns
divan_benchmark            fastest       │ slowest       │ median        │ mean          │ samples │ iters
├─ bench_get                             │               │               │               │         │
│  ├─ Kv                   240.8 µs      │ 464.7 µs      │ 257.8 µs      │ 266 µs        │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         2064        │ 2691          │ 2120          │ 2087          │         │
│  │                         172.2 KB    │ 408.3 KB      │ 189.3 KB      │ 183.8 KB      │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         2112        │ 3617          │ 2080          │ 2096          │         │
│  │                         199.1 KB    │ 1.063 MB      │ 181.5 KB      │ 191.3 KB      │         │
│  │                       grow:         │               │               │               │         │
│  │                         0           │ 54            │ 0             │ 0.54          │         │
│  │                         0 B         │ 127 KB        │ 0 B           │ 1.27 KB       │         │
│  ├─ Persy                7.486 ms      │ 11.63 ms      │ 8.085 ms      │ 8.126 ms      │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         25687       │ 25694         │ 25690         │ 25693         │         │
│  │                         9.01 MB     │ 17.53 MB      │ 9.011 MB      │ 9.184 MB      │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         25600       │ 25601         │ 25600         │ 25600         │         │
│  │                         8.977 MB    │ 13.24 MB      │ 8.977 MB      │ 9.066 MB      │         │
│  │                       grow:         │               │               │               │         │
│  │                         0           │ 469           │ 0             │ 400.4         │         │
│  │                         0 B         │ 3.752 KB      │ 0 B           │ 45.14 KB      │         │
│  ├─ Redb                 342.4 µs      │ 398.6 µs      │ 350.6 µs      │ 353.7 µs      │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         7168        │ 7168          │ 7168          │ 7168          │         │
│  │                         208.8 KB    │ 208.8 KB      │ 208.8 KB      │ 208.8 KB      │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         7168        │ 7168          │ 7168          │ 7168          │         │
│  │                         208.8 KB    │ 208.8 KB      │ 208.8 KB      │ 208.8 KB      │         │
│  ├─ Rkv                  212.4 µs      │ 260.2 µs      │ 224.1 µs      │ 223.4 µs      │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         3072        │ 3072          │ 3072          │ 3072          │         │
│  │                         432.1 KB    │ 432.1 KB      │ 432.1 KB      │ 432.1 KB      │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         3072        │ 3072          │ 3072          │ 3072          │         │
│  │                         432.1 KB    │ 432.1 KB      │ 432.1 KB      │ 432.1 KB      │         │
│  ├─ Rocksdb              231.7 µs      │ 384.4 µs      │ 237.3 µs      │ 242.7 µs      │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         1024        │ 1024          │ 1024          │ 1024          │         │
│  │                         131 KB      │ 131 KB        │ 131 KB        │ 131 KB        │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         1024        │ 1024          │ 1024          │ 1024          │         │
│  │                         131 KB      │ 131 KB        │ 131 KB        │ 131 KB        │         │
│  ╰─ Sled                 205.3 µs      │ 398.8 µs      │ 215.7 µs      │ 217.5 µs      │ 100     │ 100
│                          alloc:        │               │               │               │         │
│                            2064        │ 2691          │ 2093          │ 2087          │         │
│                            172.2 KB    │ 408.3 KB      │ 189.4 KB      │ 183.8 KB      │         │
│                          dealloc:      │               │               │               │         │
│                            2048        │ 2574          │ 2112          │ 2085          │         │
│                            163.8 KB    │ 549 KB        │ 199.1 KB      │ 185.9 KB      │         │
│                          grow:         │               │               │               │         │
│                            0           │ 54            │ 0             │ 0.54          │         │
│                            0 B         │ 127 KB        │ 0 B           │ 1.27 KB       │         │
├─ bench_parallel_get_set                │               │               │               │         │
│  ├─ Kv                   353.2 µs      │ 1 ms          │ 901.3 µs      │ 761.3 µs      │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         9           │ 9             │ 9             │ 9             │         │
│  │                         384 B       │ 384 B         │ 384 B         │ 384 B         │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         5           │ 5             │ 5             │ 5             │         │
│  │                         288 B       │ 288 B         │ 288 B         │ 288 B         │         │
│  ├─ Persy                841.2 ms      │ 2.676 s       │ 1.997 s       │ 1.713 s       │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         9           │ 9             │ 9             │ 9             │         │
│  │                         384 B       │ 384 B         │ 384 B         │ 384 B         │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         5           │ 5             │ 5             │ 5             │         │
│  │                         288 B       │ 288 B         │ 288 B         │ 288 B         │         │
│  ├─ Redb                 1.732 s       │ 2.641 s       │ 1.839 s       │ 1.843 s       │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         9           │ 9             │ 9             │ 9             │         │
│  │                         384 B       │ 384 B         │ 384 B         │ 384 B         │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         5           │ 5             │ 5             │ 5             │         │
│  │                         288 B       │ 288 B         │ 288 B         │ 288 B         │         │
│  ├─ Rkv                  369.3 ms      │ 467.1 ms      │ 401.5 ms      │ 402.6 ms      │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         9           │ 9             │ 9             │ 9             │         │
│  │                         384 B       │ 384 B         │ 384 B         │ 384 B         │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         5           │ 5             │ 5             │ 5             │         │
│  │                         288 B       │ 288 B         │ 288 B         │ 288 B         │         │
│  ├─ Rocksdb              2.017 ms      │ 7.443 ms      │ 4.739 ms      │ 4.731 ms      │ 100     │ 100
│  │                       alloc:        │               │               │               │         │
│  │                         9           │ 9             │ 9             │ 9             │         │
│  │                         384 B       │ 384 B         │ 384 B         │ 384 B         │         │
│  │                       dealloc:      │               │               │               │         │
│  │                         5           │ 5             │ 5             │ 5             │         │
│  │                         288 B       │ 288 B         │ 288 B         │ 288 B         │         │
│  ╰─ Sled                 394.3 µs      │ 802.8 µs      │ 667.4 µs      │ 660.9 µs      │ 100     │ 100
│                          alloc:        │               │               │               │         │
│                            9           │ 9             │ 9             │ 9             │         │
│                            384 B       │ 384 B         │ 384 B         │ 384 B         │         │
│                          dealloc:      │               │               │               │         │
│                            5           │ 5             │ 5             │ 5             │         │
│                            288 B       │ 288 B         │ 288 B         │ 288 B         │         │
╰─ bench_set                             │               │               │               │         │
   ├─ Kv                   254.7 µs      │ 946.4 µs      │ 267.8 µs      │ 275.8 µs      │ 100     │ 100
   │                       alloc:        │               │               │               │         │
   │                         1040        │ 2930          │ 1055          │ 1077          │         │
   │                         147.7 KB    │ 572.6 KB      │ 156.6 KB      │ 161.3 KB      │         │
   │                       dealloc:      │               │               │               │         │
   │                         1024        │ 1675          │ 1056          │ 1062          │         │
   │                         139.2 KB    │ 478 KB        │ 156.9 KB      │ 160.2 KB      │         │
   │                       grow:         │               │               │               │         │
   │                         0           │ 407           │ 0             │ 4.07          │         │
   │                         0 B         │ 98.75 KB      │ 0 B           │ 987.5 B       │         │
   ├─ Persy                1.908 s       │ 2.906 s       │ 2.035 s       │ 2.057 s       │ 100     │ 100
   │                       alloc:        │               │               │               │         │
   │                         149414      │ 149349        │ 149379        │ 149333        │         │
   │                         62.43 MB    │ 62.4 MB       │ 62.41 MB      │ 62.39 MB      │         │
   │                       dealloc:      │               │               │               │         │
   │                         149410      │ 149351        │ 149379        │ 149332        │         │
   │                         77.57 MB    │ 77.54 MB      │ 77.55 MB      │ 77.53 MB      │         │
   │                       grow:         │               │               │               │         │
   │                         17847       │ 17847         │ 17847         │ 17847         │         │
   │                         15.13 MB    │ 15.13 MB      │ 15.13 MB      │ 15.13 MB      │         │
   ├─ Redb                 1.737 s       │ 2.303 s       │ 1.833 s       │ 1.837 s       │ 100     │ 100
   │                       alloc:        │               │               │               │         │
   │                         37888       │ 37888         │ 37888         │ 37890         │         │
   │                         40.25 MB    │ 40.25 MB      │ 40.25 MB      │ 40.25 MB      │         │
   │                       dealloc:      │               │               │               │         │
   │                         37888       │ 37888         │ 37888         │ 37888         │         │
   │                         48.46 MB    │ 48.46 MB      │ 48.46 MB      │ 48.46 MB      │         │
   │                       grow:         │               │               │               │         │
   │                         9216        │ 9216          │ 9216          │ 9216          │         │
   │                         8.211 MB    │ 8.211 MB      │ 8.211 MB      │ 8.211 MB      │         │
   ├─ Rkv                  359.3 ms      │ 415.3 ms      │ 378.3 ms      │ 380.9 ms      │ 100     │ 100
   │                       alloc:        │               │               │               │         │
   │                         3330048     │ 3330048       │ 3330048       │ 3330048       │         │
   │                         613.7 MB    │ 613.7 MB      │ 613.7 MB      │ 613.7 MB      │         │
   │                       dealloc:      │               │               │               │         │
   │                         3330048     │ 3330048       │ 3330048       │ 3330048       │         │
   │                         613.7 MB    │ 613.7 MB      │ 613.7 MB      │ 613.7 MB      │         │
   │                       grow:         │               │               │               │         │
   │                         1024        │ 1024          │ 1024          │ 1024          │         │
   │                         18.43 KB    │ 18.43 KB      │ 18.43 KB      │ 18.43 KB      │         │
   ├─ Rocksdb              1.881 ms      │ 2.16 ms       │ 2.047 ms      │ 2.028 ms      │ 100     │ 100
   ╰─ Sled                 191.9 µs      │ 701.8 µs      │ 205.1 µs      │ 210.7 µs      │ 100     │ 100
                           alloc:        │               │               │               │         │
                             1042        │ 2930          │ 1040          │ 1077          │         │
                             148.7 KB    │ 572.6 KB      │ 148.7 KB      │ 161.3 KB      │         │
                           dealloc:      │               │               │               │         │
                             1024        │ 1530          │ 1024          │ 1061          │         │
                             139.2 KB    │ 402 KB        │ 139.2 KB      │ 159.4 KB      │         │
                           grow:         │               │               │               │         │
                             0           │ 407           │ 0             │ 4.07          │         │
                             0 B         │ 98.75 KB      │ 0 B           │ 987.5 B       │         │

     Running benches/kvs_impl.rs (target/release/deps/kvs_impl-54163c3f748f7621)

running 0 tests

test result: ok. 0 passed; 0 failed; 0 ignored; 0 measured; 0 filtered out; finished in 0.00s