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feat: implement ViewDU.batchHashTreeRoot() #392

Merged
merged 5 commits into from
Sep 4, 2024
Merged

feat: implement ViewDU.batchHashTreeRoot() #392

merged 5 commits into from
Sep 4, 2024

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twoeths
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@twoeths twoeths commented Aug 9, 2024 •
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Motivation

  • Implement batchHashTreeRoot() for ViewDU type based on HashComputation

Description

  • hashTreeRoot() is still great because it does not allocate any memory so we need a new method to compute batch
  • in packages/ssz/src/viewDU/abstract.ts, add batchHashTreeRoot() method
    • param is HashComputationGroup in previous PR 389
    • param is designed to be reused
  • add new params to commit() method:
    • hcOffset: offset from the top level
    • hcByLevel: an array of HashComputationLevel[] or null.
    • when hcByLevel is null, it means it was called from hashTreeRoot(), commit() method should be backward compatible in this case
    • ContainerNodeStructTreeViewDU:
      • when commit(), it's unchanged
      • if there is a not null hcByLevel, it should compute root because this ViewDU does not support HashComputation

cherry picked from #378

Unit Tests

  • I added a bunch of tests to make sure batchHashTreeRoot() returns the same value to hashTreeRoot, please suggest if we need more

part of #355

@github-actions github-actions bot added the ssz label Aug 9, 2024
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github-actions bot commented Aug 9, 2024 •
edited
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Performance Report

✔️ no performance regression detected

🚀🚀 Significant benchmark improvement detected

Benchmark suite Current: 7b85830 Previous: 9ddd92e Ratio
batchHash 250000 nodes 79.628 ms/op 330.93 ms/op 0.24
get root 250000 nodes 117.03 ms/op 941.57 ms/op 0.12
batchHash 500000 nodes 146.17 ms/op 588.78 ms/op 0.25
get root 500000 nodes 243.82 ms/op 1.8408 s/op 0.13
batchHash 1000000 nodes 354.54 ms/op 1.1791 s/op 0.30
get root 1000000 nodes 468.08 ms/op 3.4866 s/op 0.13
250000 validators root getter 117.22 ms/op 843.44 ms/op 0.14
250000 validators batchHash() 80.605 ms/op 301.57 ms/op 0.27
Full benchmark results
Benchmark suite Current: 7b85830 Previous: 9ddd92e Ratio
digestTwoHashObjects 50023 times 47.693 ms/op 48.207 ms/op 0.99
digest64 50023 times 53.641 ms/op 54.508 ms/op 0.98
digest 50023 times 54.523 ms/op 58.536 ms/op 0.93
input length 32 1.2020 us/op 1.2390 us/op 0.97
input length 64 1.3460 us/op 1.3750 us/op 0.98
input length 128 2.2880 us/op 2.3930 us/op 0.96
input length 256 3.3730 us/op 3.5360 us/op 0.95
input length 512 5.5920 us/op 5.8520 us/op 0.96
input length 1024 10.680 us/op 11.052 us/op 0.97
digest 1000000 times 889.92 ms/op 971.28 ms/op 0.92
hashObjectToByteArray 50023 times 1.4299 ms/op 1.4329 ms/op 1.00
byteArrayToHashObject 50023 times 2.4397 ms/op 2.5370 ms/op 0.96
digest64 200092 times 217.89 ms/op 232.56 ms/op 0.94
hash 200092 times using batchHash4UintArray64s 236.26 ms/op 253.19 ms/op 0.93
digest64HashObjects 200092 times 191.49 ms/op 198.92 ms/op 0.96
hash 200092 times using batchHash4HashObjectInputs 208.72 ms/op 217.80 ms/op 0.96
getGindicesAtDepth 4.4070 us/op 4.2860 us/op 1.03
iterateAtDepth 7.5750 us/op 7.6520 us/op 0.99
getGindexBits 460.00 ns/op 467.00 ns/op 0.99
gindexIterator 1.0600 us/op 1.0710 us/op 0.99
HashComputationLevel.push then loop 25.849 ms/op 28.086 ms/op 0.92
HashComputation[] push then loop 47.473 ms/op 39.696 ms/op 1.20
hash 2 Uint8Array 500000 times - as-sha256 540.25 ms/op 548.64 ms/op 0.98
hashTwoObjects 500000 times - as-sha256 504.36 ms/op 504.10 ms/op 1.00
executeHashComputations - as-sha256 46.389 ms/op 47.872 ms/op 0.97
hash 2 Uint8Array 500000 times - noble 1.0595 s/op 1.1972 s/op 0.89
hashTwoObjects 500000 times - noble 1.4865 s/op 1.6944 s/op 0.88
executeHashComputations - noble 40.966 ms/op 42.299 ms/op 0.97
hash 2 Uint8Array 500000 times - hashtree 224.04 ms/op 234.10 ms/op 0.96
hashTwoObjects 500000 times - hashtree 213.85 ms/op 215.17 ms/op 0.99
executeHashComputations - hashtree 10.654 ms/op 11.889 ms/op 0.90
getHashComputations 2.8532 ms/op
executeHashComputations 11.315 ms/op
get root 15.797 ms/op
getNodeH() x7812.5 avg hindex 12.163 us/op 12.114 us/op 1.00
getNodeH() x7812.5 index 0 6.2380 us/op 6.3570 us/op 0.98
getNodeH() x7812.5 index 7 6.2940 us/op 6.3110 us/op 1.00
getNodeH() x7812.5 index 7 with key array 6.2320 us/op 6.2750 us/op 0.99
new LeafNode() x7812.5 14.728 us/op 14.743 us/op 1.00
getHashComputations 250000 nodes 14.737 ms/op 21.088 ms/op 0.70
batchHash 250000 nodes 79.628 ms/op 330.93 ms/op 0.24
get root 250000 nodes 117.03 ms/op 941.57 ms/op 0.12
getHashComputations 500000 nodes 28.106 ms/op 31.264 ms/op 0.90
batchHash 500000 nodes 146.17 ms/op 588.78 ms/op 0.25
get root 500000 nodes 243.82 ms/op 1.8408 s/op 0.13
getHashComputations 1000000 nodes 69.885 ms/op 56.534 ms/op 1.24
batchHash 1000000 nodes 354.54 ms/op 1.1791 s/op 0.30
get root 1000000 nodes 468.08 ms/op 3.4866 s/op 0.13
multiproof - depth 15, 1 requested leaves 8.5840 us/op 8.9930 us/op 0.95
tree offset multiproof - depth 15, 1 requested leaves 18.273 us/op 19.928 us/op 0.92
compact multiproof - depth 15, 1 requested leaves 3.4490 us/op 4.0510 us/op 0.85
multiproof - depth 15, 2 requested leaves 11.899 us/op 13.415 us/op 0.89
tree offset multiproof - depth 15, 2 requested leaves 21.784 us/op 24.558 us/op 0.89
compact multiproof - depth 15, 2 requested leaves 3.3880 us/op 4.1850 us/op 0.81
multiproof - depth 15, 3 requested leaves 17.082 us/op 18.186 us/op 0.94
tree offset multiproof - depth 15, 3 requested leaves 27.808 us/op 30.439 us/op 0.91
compact multiproof - depth 15, 3 requested leaves 4.1010 us/op 5.4710 us/op 0.75
multiproof - depth 15, 4 requested leaves 22.115 us/op 23.773 us/op 0.93
tree offset multiproof - depth 15, 4 requested leaves 34.495 us/op 38.363 us/op 0.90
compact multiproof - depth 15, 4 requested leaves 4.7120 us/op 5.8120 us/op 0.81
packedRootsBytesToLeafNodes bytes 4000 offset 0 2.0140 us/op 2.1070 us/op 0.96
packedRootsBytesToLeafNodes bytes 4000 offset 1 1.9980 us/op 2.0840 us/op 0.96
packedRootsBytesToLeafNodes bytes 4000 offset 2 2.0410 us/op 2.1210 us/op 0.96
packedRootsBytesToLeafNodes bytes 4000 offset 3 2.0220 us/op 2.0860 us/op 0.97
subtreeFillToContents depth 40 count 250000 42.848 ms/op 41.442 ms/op 1.03
setRoot - gindexBitstring 8.9377 ms/op 10.870 ms/op 0.82
setRoot - gindex 9.1325 ms/op 11.565 ms/op 0.79
getRoot - gindexBitstring 2.3909 ms/op 2.7848 ms/op 0.86
getRoot - gindex 3.2643 ms/op 3.7252 ms/op 0.88
getHashObject then setHashObject 10.016 ms/op 12.298 ms/op 0.81
setNodeWithFn 7.6391 ms/op 9.7927 ms/op 0.78
getNodeAtDepth depth 0 x100000 1.1138 ms/op 1.1129 ms/op 1.00
setNodeAtDepth depth 0 x100000 2.4037 ms/op 2.9984 ms/op 0.80
getNodesAtDepth depth 0 x100000 1.0672 ms/op 1.0527 ms/op 1.01
setNodesAtDepth depth 0 x100000 1.5156 ms/op 1.5160 ms/op 1.00
getNodeAtDepth depth 1 x100000 1.1822 ms/op 1.1871 ms/op 1.00
setNodeAtDepth depth 1 x100000 6.6439 ms/op 6.3005 ms/op 1.05
getNodesAtDepth depth 1 x100000 1.1789 ms/op 1.1842 ms/op 1.00
setNodesAtDepth depth 1 x100000 4.7586 ms/op 5.2877 ms/op 0.90
getNodeAtDepth depth 2 x100000 1.4553 ms/op 1.4571 ms/op 1.00
setNodeAtDepth depth 2 x100000 9.2897 ms/op 10.632 ms/op 0.87
getNodesAtDepth depth 2 x100000 17.666 ms/op 21.886 ms/op 0.81
setNodesAtDepth depth 2 x100000 13.503 ms/op 15.969 ms/op 0.85
tree.getNodesAtDepth - gindexes 7.5686 ms/op 8.2350 ms/op 0.92
tree.getNodesAtDepth - push all nodes 1.8907 ms/op 1.8288 ms/op 1.03
tree.getNodesAtDepth - navigation 234.15 us/op 237.85 us/op 0.98
tree.setNodesAtDepth - indexes 427.61 us/op 405.54 us/op 1.05
set at depth 8 448.00 ns/op 483.00 ns/op 0.93
set at depth 16 583.00 ns/op 625.00 ns/op 0.93
set at depth 32 910.00 ns/op 943.00 ns/op 0.97
iterateNodesAtDepth 8 256 13.121 us/op 13.727 us/op 0.96
getNodesAtDepth 8 256 3.3400 us/op 3.5450 us/op 0.94
iterateNodesAtDepth 16 65536 4.1979 ms/op 4.4479 ms/op 0.94
getNodesAtDepth 16 65536 1.5259 ms/op 1.4732 ms/op 1.04
iterateNodesAtDepth 32 250000 14.991 ms/op 16.033 ms/op 0.94
getNodesAtDepth 32 250000 4.2592 ms/op 4.2836 ms/op 0.99
iterateNodesAtDepth 40 250000 15.386 ms/op 15.722 ms/op 0.98
getNodesAtDepth 40 250000 4.2689 ms/op 4.5197 ms/op 0.94
250000 validators root getter 117.22 ms/op 843.44 ms/op 0.14
250000 validators batchHash() 80.605 ms/op 301.57 ms/op 0.27
250000 validators hashComputations 13.770 ms/op 15.302 ms/op 0.90
bitlist bytes to struct (120,90) 986.00 ns/op 732.00 ns/op 1.35
bitlist bytes to tree (120,90) 3.7770 us/op 2.8910 us/op 1.31
bitlist bytes to struct (2048,2048) 1.4070 us/op 1.1820 us/op 1.19
bitlist bytes to tree (2048,2048) 4.3150 us/op 4.3820 us/op 0.98
ByteListType - deserialize 7.9896 ms/op 8.6762 ms/op 0.92
BasicListType - deserialize 18.053 ms/op 18.295 ms/op 0.99
ByteListType - serialize 7.9675 ms/op 8.6726 ms/op 0.92
BasicListType - serialize 11.045 ms/op 11.335 ms/op 0.97
BasicListType - tree_convertToStruct 29.648 ms/op 30.654 ms/op 0.97
List[uint8, 68719476736] len 300000 ViewDU.getAll() + iterate 4.6553 ms/op 5.4730 ms/op 0.85
List[uint8, 68719476736] len 300000 ViewDU.get(i) 3.9786 ms/op 4.0056 ms/op 0.99
Array.push len 300000 empty Array - number 6.4065 ms/op 7.4131 ms/op 0.86
Array.set len 300000 from new Array - number 1.7325 ms/op 2.2360 ms/op 0.77
Array.set len 300000 - number 5.3255 ms/op 6.8112 ms/op 0.78
Uint8Array.set len 300000 367.71 us/op 385.98 us/op 0.95
Uint32Array.set len 300000 434.92 us/op 476.84 us/op 0.91
Container({a: uint8, b: uint8}) getViewDU x300000 49.926 ms/op 54.519 ms/op 0.92
ContainerNodeStruct({a: uint8, b: uint8}) getViewDU x300000 10.664 ms/op 11.662 ms/op 0.91
List(Container) len 300000 ViewDU.getAllReadonly() + iterate 200.79 ms/op 221.55 ms/op 0.91
List(Container) len 300000 ViewDU.getAllReadonlyValues() + iterate 236.84 ms/op 275.28 ms/op 0.86
List(Container) len 300000 ViewDU.get(i) 6.1509 ms/op 7.2031 ms/op 0.85
List(Container) len 300000 ViewDU.getReadonly(i) 6.0512 ms/op 7.0788 ms/op 0.85
List(ContainerNodeStruct) len 300000 ViewDU.getAllReadonly() + iterate 33.521 ms/op 40.098 ms/op 0.84
List(ContainerNodeStruct) len 300000 ViewDU.getAllReadonlyValues() + iterate 5.6289 ms/op 5.2443 ms/op 1.07
List(ContainerNodeStruct) len 300000 ViewDU.get(i) 5.8633 ms/op 6.7769 ms/op 0.87
List(ContainerNodeStruct) len 300000 ViewDU.getReadonly(i) 5.7204 ms/op 6.7594 ms/op 0.85
Array.push len 300000 empty Array - object 5.9801 ms/op 6.8533 ms/op 0.87
Array.set len 300000 from new Array - object 2.1864 ms/op 2.1301 ms/op 1.03
Array.set len 300000 - object 6.5348 ms/op 6.6165 ms/op 0.99
cachePermanentRootStruct no cache 5.0950 us/op 5.9120 us/op 0.86
cachePermanentRootStruct with cache 196.00 ns/op 250.00 ns/op 0.78
epochParticipation len 250000 rws 7813 2.1165 ms/op 2.1873 ms/op 0.97
BeaconState ViewDU hashTreeRoot() vc=200000 102.56 ms/op
BeaconState ViewDU recursive hash - commit step vc=200000 4.2929 ms/op
BeaconState ViewDU validator tree creation vc=10000 33.848 ms/op
BeaconState ViewDU batchHashTreeRoot vc=200000 91.820 ms/op
BeaconState ViewDU hashTreeRoot - commit step vc=200000 80.318 ms/op
BeaconState ViewDU hashTreeRoot - hash step vc=200000 14.936 ms/op
deserialize Attestation - tree 4.0160 us/op 4.3940 us/op 0.91
deserialize Attestation - struct 1.7490 us/op 2.0750 us/op 0.84
deserialize SignedAggregateAndProof - tree 3.7260 us/op 4.3020 us/op 0.87
deserialize SignedAggregateAndProof - struct 2.8160 us/op 3.3540 us/op 0.84
deserialize SyncCommitteeMessage - tree 1.0260 us/op 1.1870 us/op 0.86
deserialize SyncCommitteeMessage - struct 1.0730 us/op 1.2440 us/op 0.86
deserialize SignedContributionAndProof - tree 2.0330 us/op 2.4320 us/op 0.84
deserialize SignedContributionAndProof - struct 2.1890 us/op 2.6260 us/op 0.83
deserialize SignedBeaconBlock - tree 206.84 us/op 240.15 us/op 0.86
deserialize SignedBeaconBlock - struct 114.66 us/op 136.40 us/op 0.84
BeaconState vc 300000 - deserialize tree 615.10 ms/op 619.83 ms/op 0.99
BeaconState vc 300000 - serialize tree 167.92 ms/op 139.41 ms/op 1.20
BeaconState.historicalRoots vc 300000 - deserialize tree 777.00 ns/op 814.00 ns/op 0.95
BeaconState.historicalRoots vc 300000 - serialize tree 623.00 ns/op 696.00 ns/op 0.90
BeaconState.validators vc 300000 - deserialize tree 573.22 ms/op 554.70 ms/op 1.03
BeaconState.validators vc 300000 - serialize tree 104.58 ms/op 95.358 ms/op 1.10
BeaconState.balances vc 300000 - deserialize tree 23.232 ms/op 21.411 ms/op 1.09
BeaconState.balances vc 300000 - serialize tree 3.2732 ms/op 4.7876 ms/op 0.68
BeaconState.previousEpochParticipation vc 300000 - deserialize tree 337.50 us/op 485.70 us/op 0.69
BeaconState.previousEpochParticipation vc 300000 - serialize tree 274.42 us/op 276.64 us/op 0.99
BeaconState.currentEpochParticipation vc 300000 - deserialize tree 339.71 us/op 483.02 us/op 0.70
BeaconState.currentEpochParticipation vc 300000 - serialize tree 269.97 us/op 256.88 us/op 1.05
BeaconState.inactivityScores vc 300000 - deserialize tree 23.449 ms/op 17.028 ms/op 1.38
BeaconState.inactivityScores vc 300000 - serialize tree 3.3314 ms/op 8.2712 ms/op 0.40
hashTreeRoot Attestation - struct 19.191 us/op 22.558 us/op 0.85
hashTreeRoot Attestation - tree 8.9470 us/op 10.752 us/op 0.83
hashTreeRoot SignedAggregateAndProof - struct 23.745 us/op 31.712 us/op 0.75
hashTreeRoot SignedAggregateAndProof - tree 12.832 us/op 13.212 us/op 0.97
hashTreeRoot SyncCommitteeMessage - struct 6.1250 us/op 9.0310 us/op 0.68
hashTreeRoot SyncCommitteeMessage - tree 3.1340 us/op 3.1700 us/op 0.99
hashTreeRoot SignedContributionAndProof - struct 14.610 us/op 22.300 us/op 0.66
hashTreeRoot SignedContributionAndProof - tree 8.8150 us/op 8.7980 us/op 1.00
hashTreeRoot SignedBeaconBlock - struct 1.2517 ms/op 1.6746 ms/op 0.75
hashTreeRoot SignedBeaconBlock - tree 760.23 us/op 780.47 us/op 0.97
hashTreeRoot Validator - struct 7.6980 us/op 10.701 us/op 0.72
hashTreeRoot Validator - tree 6.2310 us/op 7.9550 us/op 0.78
BeaconState vc 300000 - hashTreeRoot tree 2.0641 s/op 2.1302 s/op 0.97
BeaconState vc 300000 - batchHashTreeRoot tree 3.3556 s/op
BeaconState.historicalRoots vc 300000 - hashTreeRoot tree 963.00 ns/op 1.0670 us/op 0.90
BeaconState.validators vc 300000 - hashTreeRoot tree 2.0616 s/op 2.0591 s/op 1.00
BeaconState.balances vc 300000 - hashTreeRoot tree 32.858 ms/op 36.258 ms/op 0.91
BeaconState.previousEpochParticipation vc 300000 - hashTreeRoot tree 4.2633 ms/op 4.0742 ms/op 1.05
BeaconState.currentEpochParticipation vc 300000 - hashTreeRoot tree 4.0554 ms/op 4.0698 ms/op 1.00
BeaconState.inactivityScores vc 300000 - hashTreeRoot tree 32.790 ms/op 33.270 ms/op 0.99
hash64 x18 9.1570 us/op 9.6220 us/op 0.95
hashTwoObjects x18 8.6040 us/op 8.7250 us/op 0.99
hash64 x1740 828.30 us/op 881.87 us/op 0.94
hashTwoObjects x1740 797.24 us/op 803.07 us/op 0.99
hash64 x2700000 1.2742 s/op 1.3884 s/op 0.92
hashTwoObjects x2700000 1.2381 s/op 1.2535 s/op 0.99
get_exitEpoch - ContainerType 211.00 ns/op 259.00 ns/op 0.81
get_exitEpoch - ContainerNodeStructType 221.00 ns/op 251.00 ns/op 0.88
set_exitEpoch - ContainerType 219.00 ns/op 286.00 ns/op 0.77
set_exitEpoch - ContainerNodeStructType 220.00 ns/op 272.00 ns/op 0.81
get_pubkey - ContainerType 857.00 ns/op 1.1690 us/op 0.73
get_pubkey - ContainerNodeStructType 210.00 ns/op 274.00 ns/op 0.77
hashTreeRoot - ContainerType 374.00 ns/op 448.00 ns/op 0.83
hashTreeRoot - ContainerNodeStructType 416.00 ns/op 505.00 ns/op 0.82
createProof - ContainerType 4.0380 us/op 4.8590 us/op 0.83
createProof - ContainerNodeStructType 19.869 us/op 23.913 us/op 0.83
serialize - ContainerType 1.7590 us/op 1.8460 us/op 0.95
serialize - ContainerNodeStructType 1.3610 us/op 1.5260 us/op 0.89
set_exitEpoch_and_hashTreeRoot - ContainerType 2.4460 us/op 2.8020 us/op 0.87
set_exitEpoch_and_hashTreeRoot - ContainerNodeStructType 6.7500 us/op 7.2320 us/op 0.93
Array - for of 5.5880 us/op 5.6760 us/op 0.98
Array - for(;;) 5.5040 us/op 5.6540 us/op 0.97
basicListValue.readonlyValuesArray() 4.2022 ms/op 5.3683 ms/op 0.78
basicListValue.readonlyValuesArray() + loop all 4.2638 ms/op 5.7700 ms/op 0.74
compositeListValue.readonlyValuesArray() 31.396 ms/op 30.603 ms/op 1.03
compositeListValue.readonlyValuesArray() + loop all 29.808 ms/op 29.153 ms/op 1.02
Number64UintType - get balances list 3.9569 ms/op 4.5792 ms/op 0.86
Number64UintType - set balances list 10.029 ms/op 9.7039 ms/op 1.03
Number64UintType - get and increase 10 then set 38.382 ms/op 39.273 ms/op 0.98
Number64UintType - increase 10 using applyDelta 15.946 ms/op 16.164 ms/op 0.99
Number64UintType - increase 10 using applyDeltaInBatch 15.797 ms/op 16.097 ms/op 0.98
tree_newTreeFromUint64Deltas 17.061 ms/op 17.018 ms/op 1.00
unsafeUint8ArrayToTree 32.397 ms/op 33.472 ms/op 0.97
bitLength(50) 225.00 ns/op 259.00 ns/op 0.87
bitLengthStr(50) 217.00 ns/op 236.00 ns/op 0.92
bitLength(8000) 220.00 ns/op 261.00 ns/op 0.84
bitLengthStr(8000) 260.00 ns/op 277.00 ns/op 0.94
bitLength(250000) 224.00 ns/op 254.00 ns/op 0.88
bitLengthStr(250000) 299.00 ns/op 308.00 ns/op 0.97
floor - Math.floor (53) 1.2365 ns/op 1.2552 ns/op 0.99
floor - << 0 (53) 1.2378 ns/op 1.2371 ns/op 1.00
floor - Math.floor (512) 1.2373 ns/op 1.2384 ns/op 1.00
floor - << 0 (512) 1.2369 ns/op 1.2374 ns/op 1.00
fnIf(0) 1.5458 ns/op 1.5477 ns/op 1.00
fnSwitch(0) 2.1652 ns/op 2.1881 ns/op 0.99
fnObj(0) 1.5490 ns/op 1.5536 ns/op 1.00
fnArr(0) 1.5464 ns/op 1.5703 ns/op 0.98
fnIf(4) 2.2004 ns/op 2.1651 ns/op 1.02
fnSwitch(4) 2.1655 ns/op 2.1992 ns/op 0.98
fnObj(4) 1.5562 ns/op 1.5667 ns/op 0.99
fnArr(4) 1.5484 ns/op 1.5491 ns/op 1.00
fnIf(9) 3.0930 ns/op 3.0923 ns/op 1.00
fnSwitch(9) 2.1672 ns/op 2.1758 ns/op 1.00
fnObj(9) 1.5486 ns/op 1.5549 ns/op 1.00
fnArr(9) 1.5714 ns/op 1.5479 ns/op 1.02
Container {a,b,vec} - as struct x100000 124.27 us/op 123.80 us/op 1.00
Container {a,b,vec} - as tree x100000 340.29 us/op 340.58 us/op 1.00
Container {a,vec,b} - as struct x100000 155.12 us/op 154.78 us/op 1.00
Container {a,vec,b} - as tree x100000 402.13 us/op 371.32 us/op 1.08
get 2 props x1000000 - rawObject 309.56 us/op 309.33 us/op 1.00
get 2 props x1000000 - proxy 73.337 ms/op 72.865 ms/op 1.01
get 2 props x1000000 - customObj 309.48 us/op 309.55 us/op 1.00
Simple object binary -> struct 888.00 ns/op 586.00 ns/op 1.52
Simple object binary -> tree_backed 1.8130 us/op 1.1140 us/op 1.63
Simple object struct -> tree_backed 2.5340 us/op 1.6660 us/op 1.52
Simple object tree_backed -> struct 2.3810 us/op 1.6460 us/op 1.45
Simple object struct -> binary 1.2350 us/op 909.00 ns/op 1.36
Simple object tree_backed -> binary 1.6740 us/op 1.4520 us/op 1.15
aggregationBits binary -> struct 634.00 ns/op 512.00 ns/op 1.24
aggregationBits binary -> tree_backed 2.4740 us/op 2.1280 us/op 1.16
aggregationBits struct -> tree_backed 2.9250 us/op 2.5520 us/op 1.15
aggregationBits tree_backed -> struct 1.2430 us/op 1.0990 us/op 1.13
aggregationBits struct -> binary 786.00 ns/op 820.00 ns/op 0.96
aggregationBits tree_backed -> binary 1.0640 us/op 986.00 ns/op 1.08
List(uint8) 100000 binary -> struct 1.3868 ms/op 1.4596 ms/op 0.95
List(uint8) 100000 binary -> tree_backed 89.907 us/op 93.082 us/op 0.97
List(uint8) 100000 struct -> tree_backed 1.1324 ms/op 1.1233 ms/op 1.01
List(uint8) 100000 tree_backed -> struct 994.29 us/op 1.0093 ms/op 0.99
List(uint8) 100000 struct -> binary 998.80 us/op 998.56 us/op 1.00
List(uint8) 100000 tree_backed -> binary 89.032 us/op 91.351 us/op 0.97
List(uint64Number) 100000 binary -> struct 1.1692 ms/op 1.2310 ms/op 0.95
List(uint64Number) 100000 binary -> tree_backed 2.5316 ms/op 3.2458 ms/op 0.78
List(uint64Number) 100000 struct -> tree_backed 4.1170 ms/op 4.9157 ms/op 0.84
List(uint64Number) 100000 tree_backed -> struct 2.1288 ms/op 2.2266 ms/op 0.96
List(uint64Number) 100000 struct -> binary 1.3376 ms/op 1.3503 ms/op 0.99
List(uint64Number) 100000 tree_backed -> binary 869.80 us/op 797.71 us/op 1.09
List(Uint64Bigint) 100000 binary -> struct 3.6085 ms/op 3.3551 ms/op 1.08
List(Uint64Bigint) 100000 binary -> tree_backed 3.4534 ms/op 3.1879 ms/op 1.08
List(Uint64Bigint) 100000 struct -> tree_backed 5.5571 ms/op 5.3882 ms/op 1.03
List(Uint64Bigint) 100000 tree_backed -> struct 4.4199 ms/op 4.6579 ms/op 0.95
List(Uint64Bigint) 100000 struct -> binary 2.0399 ms/op 2.0435 ms/op 1.00
List(Uint64Bigint) 100000 tree_backed -> binary 928.94 us/op 998.03 us/op 0.93
Vector(Root) 100000 binary -> struct 33.181 ms/op 29.198 ms/op 1.14
Vector(Root) 100000 binary -> tree_backed 33.245 ms/op 27.003 ms/op 1.23
Vector(Root) 100000 struct -> tree_backed 42.192 ms/op 38.016 ms/op 1.11
Vector(Root) 100000 tree_backed -> struct 49.999 ms/op 44.576 ms/op 1.12
Vector(Root) 100000 struct -> binary 2.6481 ms/op 2.6361 ms/op 1.00
Vector(Root) 100000 tree_backed -> binary 9.3016 ms/op 9.5955 ms/op 0.97
List(Validator) 100000 binary -> struct 106.15 ms/op 99.953 ms/op 1.06
List(Validator) 100000 binary -> tree_backed 297.79 ms/op 293.75 ms/op 1.01
List(Validator) 100000 struct -> tree_backed 319.02 ms/op 302.59 ms/op 1.05
List(Validator) 100000 tree_backed -> struct 222.37 ms/op 197.56 ms/op 1.13
List(Validator) 100000 struct -> binary 28.033 ms/op 26.926 ms/op 1.04
List(Validator) 100000 tree_backed -> binary 121.55 ms/op 102.15 ms/op 1.19
List(Validator-NS) 100000 binary -> struct 98.991 ms/op 106.45 ms/op 0.93
List(Validator-NS) 100000 binary -> tree_backed 142.34 ms/op 142.84 ms/op 1.00
List(Validator-NS) 100000 struct -> tree_backed 185.59 ms/op 169.62 ms/op 1.09
List(Validator-NS) 100000 tree_backed -> struct 166.01 ms/op 148.68 ms/op 1.12
List(Validator-NS) 100000 struct -> binary 28.874 ms/op 27.397 ms/op 1.05
List(Validator-NS) 100000 tree_backed -> binary 34.489 ms/op 30.866 ms/op 1.12
get epochStatuses - MutableVector 119.79 us/op 104.75 us/op 1.14
get epochStatuses - ViewDU 202.10 us/op 201.87 us/op 1.00
set epochStatuses - ListTreeView 1.6600 ms/op 1.6494 ms/op 1.01
set epochStatuses - ListTreeView - set() 475.14 us/op 439.55 us/op 1.08
set epochStatuses - ListTreeView - commit() 566.04 us/op 525.82 us/op 1.08
bitstring 642.72 ns/op 639.94 ns/op 1.00
bit mask 14.303 ns/op 13.410 ns/op 1.07
struct - increase slot to 1000000 929.18 us/op 927.30 us/op 1.00
UintNumberType - increase slot to 1000000 21.413 ms/op 21.689 ms/op 0.99
UintBigintType - increase slot to 1000000 169.78 ms/op 187.02 ms/op 0.91
UintBigint8 x 100000 tree_deserialize 5.0233 ms/op 4.7670 ms/op 1.05
UintBigint8 x 100000 tree_serialize 1.1109 ms/op 1.0964 ms/op 1.01
UintBigint16 x 100000 tree_deserialize 4.5040 ms/op 5.1864 ms/op 0.87
UintBigint16 x 100000 tree_serialize 1.2610 ms/op 1.2030 ms/op 1.05
UintBigint32 x 100000 tree_deserialize 4.9767 ms/op 4.7562 ms/op 1.05
UintBigint32 x 100000 tree_serialize 1.2588 ms/op 1.2245 ms/op 1.03
UintBigint64 x 100000 tree_deserialize 5.7015 ms/op 5.4879 ms/op 1.04
UintBigint64 x 100000 tree_serialize 1.6626 ms/op 1.6466 ms/op 1.01
UintBigint8 x 100000 value_deserialize 433.32 us/op 433.20 us/op 1.00
UintBigint8 x 100000 value_serialize 717.37 us/op 640.73 us/op 1.12
UintBigint16 x 100000 value_deserialize 464.22 us/op 464.13 us/op 1.00
UintBigint16 x 100000 value_serialize 781.59 us/op 706.54 us/op 1.11
UintBigint32 x 100000 value_deserialize 433.20 us/op 433.18 us/op 1.00
UintBigint32 x 100000 value_serialize 747.81 us/op 680.53 us/op 1.10
UintBigint64 x 100000 value_deserialize 496.44 us/op 495.76 us/op 1.00
UintBigint64 x 100000 value_serialize 924.40 us/op 878.21 us/op 1.05
UintBigint8 x 100000 deserialize 3.0619 ms/op 2.9509 ms/op 1.04
UintBigint8 x 100000 serialize 1.6567 ms/op 1.4989 ms/op 1.11
UintBigint16 x 100000 deserialize 3.2806 ms/op 2.9540 ms/op 1.11
UintBigint16 x 100000 serialize 1.6791 ms/op 1.5223 ms/op 1.10
UintBigint32 x 100000 deserialize 3.2818 ms/op 3.0105 ms/op 1.09
UintBigint32 x 100000 serialize 2.9210 ms/op 2.7477 ms/op 1.06
UintBigint64 x 100000 deserialize 4.1608 ms/op 3.7888 ms/op 1.10
UintBigint64 x 100000 serialize 1.5178 ms/op 1.4984 ms/op 1.01
UintBigint128 x 100000 deserialize 4.8890 ms/op 5.1456 ms/op 0.95
UintBigint128 x 100000 serialize 14.172 ms/op 15.372 ms/op 0.92
UintBigint256 x 100000 deserialize 7.7756 ms/op 8.4180 ms/op 0.92
UintBigint256 x 100000 serialize 42.933 ms/op 43.922 ms/op 0.98
Slice from Uint8Array x25000 1.1997 ms/op 1.1392 ms/op 1.05
Slice from ArrayBuffer x25000 14.765 ms/op 16.281 ms/op 0.91
Slice from ArrayBuffer x25000 + new Uint8Array 15.337 ms/op 17.933 ms/op 0.86
Copy Uint8Array 100000 iterate 1.6592 ms/op 1.6447 ms/op 1.01
Copy Uint8Array 100000 slice 117.03 us/op 107.71 us/op 1.09
Copy Uint8Array 100000 Uint8Array.prototype.slice.call 117.46 us/op 108.86 us/op 1.08
Copy Buffer 100000 Uint8Array.prototype.slice.call 119.53 us/op 111.21 us/op 1.07
Copy Uint8Array 100000 slice + set 182.83 us/op 173.90 us/op 1.05
Copy Uint8Array 100000 subarray + set 117.83 us/op 109.06 us/op 1.08
Copy Uint8Array 100000 slice arrayBuffer 120.33 us/op 111.40 us/op 1.08
Uint64 deserialize 100000 - iterate Uint8Array 1.8000 ms/op 1.8928 ms/op 0.95
Uint64 deserialize 100000 - by Uint32A 1.7601 ms/op 1.8694 ms/op 0.94
Uint64 deserialize 100000 - by DataView.getUint32 x2 1.8240 ms/op 1.9222 ms/op 0.95
Uint64 deserialize 100000 - by DataView.getBigUint64 4.8981 ms/op 4.9864 ms/op 0.98
Uint64 deserialize 100000 - by byte 40.069 ms/op 40.212 ms/op 1.00

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twoeths added a commit that referenced this pull request Aug 9, 2024
@twoeths
feat: implement ViewDU.batchHashTreeRoot, merge PR #392
c616b55
@twoeths twoeths marked this pull request as ready for review August 9, 2024 13:13
@twoeths twoeths requested a review from a team as a code owner August 9, 2024 13:13
@twoeths twoeths requested a review from wemeetagain August 30, 2024 08:40
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twoeths commented Sep 3, 2024

I should have mentioned the new ViewDU.batchHashTreeRoot() does not affect hashTreeRoot(), that's one of the criterias to merge these PRs

@twoeths twoeths merged commit 8dd6600 into master Sep 4, 2024
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@twoeths twoeths deleted the te/viewdu_batch_hash_tree_root branch September 4, 2024 01:18
@wemeetagain wemeetagain mentioned this pull request Sep 4, 2024
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twoeths commented Sep 4, 2024

this is part 1 of ViewDU.batchHashTreeRoot(), part 2 is to batch hash at commit() for ListValidator which requires the new type.hashTreeRootInto() api which comes next

@wemeetagain wemeetagain mentioned this pull request Oct 15, 2024
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