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Merged
merged 3 commits into from
Nov 11, 2025
Merged

Use actions/setup-node package caching and update actions #225

merged 3 commits into from
Nov 11, 2025

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@cb1kenobi cb1kenobi commented Nov 11, 2025

Use actions/setup-node package caching and update actions.

Fixes #194

@cb1kenobi cb1kenobi requested a review from a team November 11, 2025 00:38
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📊 Benchmark Results

encoding.bench.ts

Key encoding > ordered-binary keys - strings (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 24.88K ops/sec 40.20 35.85 467.636 1.06 12,438
🥈 rocksdb 2 4.71K ops/sec 212.176 199.481 1,675.284 0.964 2,357

Key encoding > ordered-binary keys - numbers (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 27.27K ops/sec 36.67 33.06 541.845 0.904 13,637
🥈 rocksdb 2 5.16K ops/sec 193.824 181.575 863.059 0.538 2,580

Key encoding > ordered-binary keys - mixed types (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 24.50K ops/sec 40.82 36.44 673.772 1.00 12,249
🥈 rocksdb 2 5.06K ops/sec 197.659 187.305 777.036 0.409 2,530

Value encoding > msgpack values - strings (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 16.14K ops/sec 61.94 54.54 471.405 1.20 8,072
🥈 rocksdb 2 4.50K ops/sec 222.082 208.587 790.45 0.507 2,252

Value encoding > msgpack values - numbers (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 27.90K ops/sec 35.84 34.62 389.027 0.442 13,952
🥈 rocksdb 2 4.94K ops/sec 202.336 185.986 4,147.884 1.63 2,472

Value encoding > msgpack values - arrays (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 9.10K ops/sec 109.838 95.54 740.155 1.49 4,553
🥈 rocksdb 2 3.63K ops/sec 275.593 259.93 1,170.863 0.592 1,815

Value encoding > msgpack values - small objects (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 5.72K ops/sec 174.87 155.509 1,098.7 1.91 2,860
🥈 rocksdb 2 2.73K ops/sec 365.744 344.481 943.067 0.628 1,368

Value encoding > msgpack values - large objects (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 639.51 ops/sec 1,563.706 1,449.945 6,871.605 3.38 320
🥈 rocksdb 2 634.92 ops/sec 1,575.003 1,443.744 3,515.316 2.07 318

get-sync.bench.ts

getSync() > random keys - small key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 20.73K ops/sec 48.24 41.45 3,599.794 1.82 10,366
🥈 rocksdb 2 4.49K ops/sec 222.768 194.04 10,878.161 6.29 2,245

get.bench.ts

get() > rocksdb - random vs sequential keys (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 sequential 1 4.15K ops/sec 240.709 227.26 791.677 0.490 2,078
🥈 random 2 4.05K ops/sec 246.681 231.12 1,165.264 0.795 2,027

get() > random keys - max 1978 lmdb key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 3.20K ops/sec 312.706 283.486 2,321.413 2.18 1,599

get() > rocksdb - async vs sync

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 sync 1 4.27K ops/sec 234.358 210.91 3,682.509 1.98 2,134
🥈 async 2 3.74K ops/sec 267.288 252.167 1,048.123 0.532 1,871

put-sync.bench.ts

putSync() > random keys - insert - small key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 2.24K ops/sec 446.527 430.067 566.344 0.172 1,120
🥈 lmdb 2 4.16 ops/sec 240,587.048 231,781.212 255,278.771 2.88 10.00

putSync() > random keys - update - small key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 2.14K ops/sec 467.984 418.993 670.248 0.376 1,069
🥈 lmdb 2 4.22 ops/sec 237,243.553 219,474.691 255,820.042 3.15 10.00

putSync() > random keys - insert - max 1978 lmdb key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 981.91 ops/sec 1,018.427 889.29 15,545.712 5.72 491
🥈 lmdb 2 3.91 ops/sec 255,510.938 246,162.667 276,069.51 3.06 10.00

putSync() > random keys - update - max 1978 lmdb key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 1.03K ops/sec 975.481 899.366 1,368.695 0.468 513
🥈 lmdb 2 3.90 ops/sec 256,340.357 246,815.067 273,443.139 2.91 10.00

putSync() > sequential keys - insert (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 2.30K ops/sec 434.768 396.204 637.747 0.199 1,151
🥈 lmdb 2 4.11 ops/sec 243,086.258 232,154.987 265,848.156 3.21 10.00

putSync() > put 100KB value (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 50.88 ops/sec 19,652.965 17,691.237 21,249.465 2.57 26.00
🥈 lmdb 2 2.66 ops/sec 375,981.335 365,753.933 392,279.46 1.66 10.00

putSync() > put 1MB value (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 5.19 ops/sec 192,736.718 183,064.25 204,824.842 2.78 10.00
🥈 lmdb 2 1.76 ops/sec 567,906.206 526,604.178 610,171.554 3.60 10.00

putSync() > get 10MB value (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 0.28 ops/sec 3,620,789.062 2,898,990.882 4,002,554.35 7.90 10.00
🥈 rocksdb 2 0.28 ops/sec 3,621,989.183 2,430,762.425 4,383,002.201 12.24 10.00

put.bench.ts

put > small dataset (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 1.96K ops/sec 511.293 477.848 861.324 0.403 978
🥈 lmdb 2 3.81 ops/sec 262,376.542 251,996.727 270,382.236 1.40 10.00

put > async vs sync overhead

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 sync 1 1.99K ops/sec 501.938 475.644 629.806 0.150 997
🥈 async 2 1.88K ops/sec 532.513 494.401 1,099.533 0.352 939

ranges.bench.ts

getRange() > small range (100 records, 50 range)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 22.29K ops/sec 44.86 37.99 1,104.775 1.18 11,146
🥈 rocksdb 2 2.91K ops/sec 343.305 294.633 2,339.936 2.88 1,457

getRange() > full scan vs range scan

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb range scan 1 19.32K ops/sec 51.77 43.11 1,387.103 1.26 9,659
🥈 lmdb full scan 2 10.83K ops/sec 92.36 76.91 1,376.761 1.65 5,414
🥉 rocksdb range scan 3 2.94K ops/sec 340.157 298.174 2,462.724 2.40 1,470
rocksdb full scan 4 1.59K ops/sec 628.667 554.508 3,759.128 3.09 796

getKeys() > keys only (100 records, 50 range)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 49.00K ops/sec 20.41 16.82 9,549.317 4.13 24,500
🥈 rocksdb 2 4.73K ops/sec 211.558 188.419 1,178.801 1.22 2,364

Reverse iteration > reverse range (100 records, 50 range)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 520.14K ops/sec 1.92 1.21 5,982.579 6.95 260,068
🥈 rocksdb 2 2.80K ops/sec 357.094 322.65 1,631.518 1.62 1,401

Reverse iteration > rocksdb - reverse vs forward

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 forward 1 6.60K ops/sec 151.534 135.876 949.084 1.24 3,300
🥈 reverse 2 2.88K ops/sec 347.166 313.678 1,558.858 1.70 1,441

Range query patterns > prefix scan performance

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 30.53K ops/sec 32.76 28.67 1,135.834 1.22 15,264
🥈 rocksdb 2 3.34K ops/sec 299.118 270.019 2,358.516 2.09 1,672

Sparse data patterns > sparse - range over gaps

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 58.73K ops/sec 17.03 14.75 1,945.002 1.52 29,367
🥈 rocksdb 2 6.00K ops/sec 166.682 146.638 1,648.989 1.33 3,000

Sparse data patterns > sparse - prefix with gaps

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 126.19K ops/sec 7.92 6.87 2,786.852 2.55 63,098
🥈 rocksdb 2 12.25K ops/sec 81.63 71.98 2,868.85 1.37 6,126

remove-sync.bench.ts

removeSync() > random keys - small key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 13.00K ops/sec 76.93 70.32 843.744 0.868 6,500
🥈 rocksdb 2 2.59K ops/sec 385.744 372.237 541.303 0.173 1,297

removeSync() > sequential keys - small key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 12.82K ops/sec 77.99 73.42 760.704 0.733 6,412
🥈 rocksdb 2 2.66K ops/sec 375.246 340.567 546.314 0.184 1,333

removeSync() > rocksdb - random vs sequential keys (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 sequential 1 2.69K ops/sec 371.641 342.106 507.381 0.277 1,346
🥈 random 2 2.69K ops/sec 371.654 353.924 538.458 0.218 1,346

removeSync() > random keys - max 1978 lmdb key size (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 8.43K ops/sec 118.654 96.35 1,688.71 1.64 4,214
🥈 rocksdb 2 1.05K ops/sec 949.95 813.138 3,709.715 1.34 527

removeSync() > random access pattern (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 10.46K ops/sec 95.62 81.54 643.762 1.39 5,229
🥈 rocksdb 2 2.66K ops/sec 375.668 350.674 509.434 0.149 1,331

removeSync() > non-existent keys (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 11.62K ops/sec 86.03 81.58 364.617 0.291 5,812
🥈 rocksdb 2 2.60K ops/sec 383.91 351.166 480.002 0.132 1,303

transaction-sync.bench.ts

transaction sync > optimistic > simple put operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 582.26 ops/sec 1,717.46 1,607.734 4,872.423 1.70 292
🥈 lmdb 2 4.20 ops/sec 237,910.594 233,579.429 254,750.448 1.84 10.00

transaction sync > optimistic > batch operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 2.87K ops/sec 348.264 308.449 2,463.296 1.15 1,436
🥈 lmdb 2 330.66 ops/sec 3,024.26 1,907.847 7,308.199 3.98 166

transaction sync > optimistic > read-write operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 353.86 ops/sec 2,825.965 2,573.03 5,053.717 1.87 178
🥈 lmdb 2 4.18 ops/sec 239,239.116 232,733.691 258,562.496 2.17 10.00

transaction sync > optimistic > concurrent non-conflicting operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 569.74 ops/sec 1,755.186 1,685.391 3,510.911 1.19 285
🥈 lmdb 2 4.20 ops/sec 238,296.385 216,782.023 254,364.556 3.66 10.00

transaction sync > optimistic > rollback operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 15.40K ops/sec 64.96 61.83 344.078 0.358 7,698
🥈 rocksdb 2 5.49K ops/sec 182.306 175.656 856.274 0.300 2,743

transaction sync > optimistic > rocksdb - large transaction vs many small

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 2.90K ops/sec 344.841 300.641 522.509 0.243 1,450
🥈 rocksdb 2 599.30 ops/sec 1,668.605 1,612.229 4,591.57 1.17 300

transaction sync > optimistic > lmdb - large transaction vs many small

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 364.64 ops/sec 2,742.455 2,325.176 5,959.963 1.87 183
🥈 lmdb 2 4.19 ops/sec 238,615.118 228,752.376 259,242.168 3.15 10.00

transaction sync > optimistic > empty transaction overhead

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 743.67K ops/sec 1.34 1.13 3,462.58 1.43 371,837
🥈 rocksdb 2 93.37K ops/sec 10.71 9.25 1,308.894 0.846 46,688

transaction sync > optimistic > transaction with only reads (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 1.51K ops/sec 661.944 598.044 4,368.094 3.36 756
🥈 rocksdb 2 271.10 ops/sec 3,688.657 3,436.419 9,331.062 3.18 136

transaction sync > pessimistic > simple put operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 527.04 ops/sec 1,897.382 1,832.868 5,964.41 1.62 264
🥈 lmdb 2 4.16 ops/sec 240,376.956 229,797.461 261,800.524 3.35 10.00

transaction.bench.ts

transaction > optimistic > simple put operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 336.54 ops/sec 2,971.409 2,658.246 5,877.977 2.86 169
🥈 lmdb 2 3.57 ops/sec 279,803.85 249,479.44 307,035.466 4.46 10.00

transaction > optimistic > batch operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 2.27K ops/sec 440.533 349.399 611.638 0.402 1,135
🥈 lmdb 2 293.98 ops/sec 3,401.601 3,168.485 6,674.845 1.86 147

transaction > optimistic > read-write operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 212.20 ops/sec 4,712.59 3,974.308 11,935.856 4.30 107
🥈 lmdb 2 3.41 ops/sec 293,357.242 277,732.523 334,006.334 4.09 10.00

transaction > optimistic > concurrent non-conflicting operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 962.28 ops/sec 1,039.204 916.468 3,664.703 3.20 482
🥈 lmdb 2 275.04 ops/sec 3,635.863 2,133.712 6,792.676 2.75 138

transaction > optimistic > rollback operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 4.91K ops/sec 203.612 185.229 753.485 0.484 2,456
🥈 lmdb 2 269.39 ops/sec 3,712.042 3,196.841 6,445.908 4.38 135

transaction > optimistic > rocksdb - large transaction vs many small

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 2.25K ops/sec 443.8 380.748 766.046 0.242 1,127
🥈 rocksdb 2 312.36 ops/sec 3,201.404 2,787.968 7,695.909 3.90 157

transaction > optimistic > lmdb - large transaction vs many small

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 305.19 ops/sec 3,276.595 2,212.892 12,286.524 4.14 153
🥈 lmdb 2 3.60 ops/sec 277,729.168 243,917.718 301,343.585 4.02 10.00

transaction > optimistic > empty transaction overhead

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 43.15K ops/sec 23.17 18.19 482.814 0.406 21,576
🥈 rocksdb 2 40.81K ops/sec 24.51 19.77 4,526.595 3.20 20,404

transaction > optimistic > transaction with only reads (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 346.54 ops/sec 2,885.646 2,628.702 19,448.29 7.22 174
🥈 rocksdb 2 177.14 ops/sec 5,645.192 4,900.119 12,892.695 4.75 89.00

transaction > pessimistic > simple put operations (100 records)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 185.44 ops/sec 5,392.585 4,097.074 17,457.789 13.70 93.00
🥈 lmdb 2 3.62 ops/sec 275,963.399 261,800.044 307,475.674 3.14 10.00

worker-get-sync.bench.ts

Worker > random keys - small key size (100 records, 1 worker)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 14.44K ops/sec 69.25 57.55 6,866.759 3.28 7,220
🥈 rocksdb 2 3.78K ops/sec 264.316 220.358 1,669.438 1.09 1,892

Worker > random keys - small key size (100 records, 2 workers)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 14.32K ops/sec 69.82 61.81 6,926.116 3.16 7,161
🥈 rocksdb 2 3.65K ops/sec 273.634 229.863 1,370.817 0.930 1,829

Worker > random keys - small key size (100 records, 10 workers)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 lmdb 1 7.35K ops/sec 135.972 120.774 2,275.628 1.03 3,678
🥈 rocksdb 2 1.73K ops/sec 577.466 487.65 2,620.466 1.90 866

worker-put-sync.bench.ts

putSync() > random keys - small key size (100 records, 1 worker)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 1.77K ops/sec 565.82 499.8 3,363.646 1.30 884
🥈 lmdb 2 4.11 ops/sec 243,472.807 231,093.303 288,040.15 5.12 10.00

putSync() > random keys - small key size (100 records, 2 workers)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 1.42K ops/sec 705.916 666.503 2,518.493 0.741 709
🥈 lmdb 2 2.17 ops/sec 461,670.739 441,242.971 482,612.061 1.63 10.00

putSync() > random keys - small key size (100 records, 10 workers)

Implementation Rank Operations/sec Mean (ms) Min (ms) Max (ms) RME (%) Samples
🥇 rocksdb 1 788.37 ops/sec 1,268.445 1,114.517 5,058.734 1.96 395
🥈 lmdb 2 1.08 ops/sec 925,417.71 808,080.185 1,085,407.797 9.07 10.00

Results from commit 97d809e

@cb1kenobi cb1kenobi merged commit 76464b8 into main Nov 11, 2025
39 of 41 checks passed
@cb1kenobi cb1kenobi deleted the update-ci-actions branch November 11, 2025 23:03
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Replace actions/cache with actions/node-setup cache for pnpm

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@cb1kenobi @Ethan-Arrowood