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feat: improve type.hashTreeRoot() using batch #409

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feat: improve type.hashTreeRoot() using batch #409

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twoeths
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@twoeths twoeths commented Oct 15, 2024

Motivation

  • improve type.hashTreeRoot() using batch

Description

  • instead of getRoots() and compute root from there, this PR implement getChunkBytes()
    • this compute root using merkleizeInto() which use batch there
    • reuse chunkBytesBuffer memory in type, almost no Uint8Array allocations in the middle
  • new hashTreeRootInto() api. This is needed in case consumers want to reuse memory allocation there
  • use allocUnsafe() of as-sha256 where it makes sense

cherry picked from #378

@twoeths twoeths mentioned this pull request Oct 15, 2024
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Performance Report

✔️ no performance regression detected

Full benchmark results
Benchmark suite Current: b831aea Previous: b4beed2 Ratio
digestTwoHashObjects 50023 times 47.973 ms/op 47.563 ms/op 1.01
digest64 50023 times 53.494 ms/op 53.231 ms/op 1.00
digest 50023 times 54.690 ms/op 54.726 ms/op 1.00
input length 32 1.2200 us/op 1.2230 us/op 1.00
input length 64 1.3470 us/op 1.3700 us/op 0.98
input length 128 2.2900 us/op 2.2950 us/op 1.00
input length 256 3.3920 us/op 3.4350 us/op 0.99
input length 512 5.6060 us/op 5.5950 us/op 1.00
input length 1024 10.763 us/op 10.736 us/op 1.00
digest 1000000 times 870.12 ms/op 920.41 ms/op 0.95
hashObjectToByteArray 50023 times 1.4297 ms/op 1.4270 ms/op 1.00
byteArrayToHashObject 50023 times 2.4564 ms/op 2.5095 ms/op 0.98
digest64 200092 times 218.50 ms/op 219.30 ms/op 1.00
hash 200092 times using batchHash4UintArray64s 241.37 ms/op 237.94 ms/op 1.01
digest64HashObjects 200092 times 194.44 ms/op 191.47 ms/op 1.02
hash 200092 times using batchHash4HashObjectInputs 198.11 ms/op 199.39 ms/op 0.99
getGindicesAtDepth 4.3010 us/op 4.3020 us/op 1.00
iterateAtDepth 7.5510 us/op 7.6230 us/op 0.99
getGindexBits 463.00 ns/op 478.00 ns/op 0.97
gindexIterator 1.0600 us/op 1.0660 us/op 0.99
HashComputationLevel.push then loop 25.307 ms/op 25.273 ms/op 1.00
HashComputation[] push then loop 47.903 ms/op 47.331 ms/op 1.01
hash 2 Uint8Array 500000 times - as-sha256 539.56 ms/op 538.91 ms/op 1.00
hashTwoObjects 500000 times - as-sha256 502.90 ms/op 496.24 ms/op 1.01
executeHashComputations - as-sha256 49.439 ms/op 46.232 ms/op 1.07
hash 2 Uint8Array 500000 times - noble 1.1967 s/op 1.0572 s/op 1.13
hashTwoObjects 500000 times - noble 1.7428 s/op 1.4922 s/op 1.17
executeHashComputations - noble 42.173 ms/op 40.539 ms/op 1.04
hash 2 Uint8Array 500000 times - hashtree 230.71 ms/op 224.17 ms/op 1.03
hashTwoObjects 500000 times - hashtree 215.20 ms/op 218.75 ms/op 0.98
executeHashComputations - hashtree 10.975 ms/op 10.730 ms/op 1.02
getHashComputations 2.8841 ms/op 2.6966 ms/op 1.07
executeHashComputations 11.628 ms/op 11.069 ms/op 1.05
get root 17.793 ms/op 17.276 ms/op 1.03
getNodeH() x7812.5 avg hindex 11.957 us/op 12.511 us/op 0.96
getNodeH() x7812.5 index 0 6.4320 us/op 6.2320 us/op 1.03
getNodeH() x7812.5 index 7 6.2750 us/op 6.3240 us/op 0.99
getNodeH() x7812.5 index 7 with key array 6.2770 us/op 6.2210 us/op 1.01
new LeafNode() x7812.5 14.668 us/op 14.723 us/op 1.00
getHashComputations 250000 nodes 20.050 ms/op 19.422 ms/op 1.03
batchHash 250000 nodes 85.686 ms/op 88.547 ms/op 0.97
get root 250000 nodes 117.53 ms/op 118.56 ms/op 0.99
getHashComputations 500000 nodes 28.164 ms/op 28.728 ms/op 0.98
batchHash 500000 nodes 162.11 ms/op 142.17 ms/op 1.14
get root 500000 nodes 246.28 ms/op 238.10 ms/op 1.03
getHashComputations 1000000 nodes 53.702 ms/op 70.132 ms/op 0.77
batchHash 1000000 nodes 287.17 ms/op 328.90 ms/op 0.87
get root 1000000 nodes 482.49 ms/op 477.38 ms/op 1.01
multiproof - depth 15, 1 requested leaves 8.5940 us/op 8.1730 us/op 1.05
tree offset multiproof - depth 15, 1 requested leaves 19.224 us/op 18.112 us/op 1.06
compact multiproof - depth 15, 1 requested leaves 3.5700 us/op 3.4020 us/op 1.05
multiproof - depth 15, 2 requested leaves 11.452 us/op 11.860 us/op 0.97
tree offset multiproof - depth 15, 2 requested leaves 20.965 us/op 21.715 us/op 0.97
compact multiproof - depth 15, 2 requested leaves 3.4550 us/op 3.4780 us/op 0.99
multiproof - depth 15, 3 requested leaves 16.059 us/op 16.901 us/op 0.95
tree offset multiproof - depth 15, 3 requested leaves 27.863 us/op 27.903 us/op 1.00
compact multiproof - depth 15, 3 requested leaves 4.0640 us/op 4.2200 us/op 0.96
multiproof - depth 15, 4 requested leaves 21.839 us/op 21.786 us/op 1.00
tree offset multiproof - depth 15, 4 requested leaves 33.948 us/op 35.400 us/op 0.96
compact multiproof - depth 15, 4 requested leaves 4.7330 us/op 5.0270 us/op 0.94
packedRootsBytesToLeafNodes bytes 4000 offset 0 1.7840 us/op 2.0580 us/op 0.87
packedRootsBytesToLeafNodes bytes 4000 offset 1 1.7880 us/op 2.0460 us/op 0.87
packedRootsBytesToLeafNodes bytes 4000 offset 2 1.7720 us/op 2.0460 us/op 0.87
packedRootsBytesToLeafNodes bytes 4000 offset 3 1.7790 us/op 2.0170 us/op 0.88
subtreeFillToContents depth 40 count 250000 42.703 ms/op 39.406 ms/op 1.08
setRoot - gindexBitstring 9.9167 ms/op 9.4713 ms/op 1.05
setRoot - gindex 10.488 ms/op 9.7799 ms/op 1.07
getRoot - gindexBitstring 2.7060 ms/op 2.3727 ms/op 1.14
getRoot - gindex 3.2586 ms/op 3.2045 ms/op 1.02
getHashObject then setHashObject 11.538 ms/op 10.076 ms/op 1.15
setNodeWithFn 9.1554 ms/op 7.6212 ms/op 1.20
getNodeAtDepth depth 0 x100000 1.1131 ms/op 1.1147 ms/op 1.00
setNodeAtDepth depth 0 x100000 2.7461 ms/op 2.4581 ms/op 1.12
getNodesAtDepth depth 0 x100000 1.0792 ms/op 1.0597 ms/op 1.02
setNodesAtDepth depth 0 x100000 1.5153 ms/op 1.5213 ms/op 1.00
getNodeAtDepth depth 1 x100000 1.2133 ms/op 1.1774 ms/op 1.03
setNodeAtDepth depth 1 x100000 6.0038 ms/op 5.1523 ms/op 1.17
getNodesAtDepth depth 1 x100000 1.1777 ms/op 1.1761 ms/op 1.00
setNodesAtDepth depth 1 x100000 4.8465 ms/op 4.3912 ms/op 1.10
getNodeAtDepth depth 2 x100000 1.4980 ms/op 1.4585 ms/op 1.03
setNodeAtDepth depth 2 x100000 10.360 ms/op 8.9137 ms/op 1.16
getNodesAtDepth depth 2 x100000 19.029 ms/op 17.966 ms/op 1.06
setNodesAtDepth depth 2 x100000 15.954 ms/op 12.902 ms/op 1.24
tree.getNodesAtDepth - gindexes 8.3864 ms/op 7.2954 ms/op 1.15
tree.getNodesAtDepth - push all nodes 2.2577 ms/op 1.8712 ms/op 1.21
tree.getNodesAtDepth - navigation 232.48 us/op 233.54 us/op 1.00
tree.setNodesAtDepth - indexes 430.43 us/op 389.71 us/op 1.10
set at depth 8 506.00 ns/op 455.00 ns/op 1.11
set at depth 16 668.00 ns/op 584.00 ns/op 1.14
set at depth 32 1.0760 us/op 931.00 ns/op 1.16
iterateNodesAtDepth 8 256 14.071 us/op 13.033 us/op 1.08
getNodesAtDepth 8 256 3.6210 us/op 3.3670 us/op 1.08
iterateNodesAtDepth 16 65536 4.4415 ms/op 4.2538 ms/op 1.04
getNodesAtDepth 16 65536 1.9499 ms/op 1.5348 ms/op 1.27
iterateNodesAtDepth 32 250000 17.869 ms/op 15.465 ms/op 1.16
getNodesAtDepth 32 250000 4.2769 ms/op 4.2977 ms/op 1.00
iterateNodesAtDepth 40 250000 15.206 ms/op 15.075 ms/op 1.01
getNodesAtDepth 40 250000 4.3072 ms/op 4.2544 ms/op 1.01
250000 validators root getter 119.33 ms/op 117.93 ms/op 1.01
250000 validators batchHash() 80.607 ms/op 81.978 ms/op 0.98
250000 validators hashComputations 17.515 ms/op 17.881 ms/op 0.98
bitlist bytes to struct (120,90) 1.0190 us/op 821.00 ns/op 1.24
bitlist bytes to tree (120,90) 3.9270 us/op 3.1870 us/op 1.23
bitlist bytes to struct (2048,2048) 1.4570 us/op 1.1530 us/op 1.26
bitlist bytes to tree (2048,2048) 4.6050 us/op 3.9570 us/op 1.16
ByteListType - deserialize 8.2210 ms/op 7.1776 ms/op 1.15
BasicListType - deserialize 18.153 ms/op 15.106 ms/op 1.20
ByteListType - serialize 8.2373 ms/op 7.3920 ms/op 1.11
BasicListType - serialize 11.503 ms/op 10.336 ms/op 1.11
BasicListType - tree_convertToStruct 30.721 ms/op 26.430 ms/op 1.16
List[uint8, 68719476736] len 300000 ViewDU.getAll() + iterate 4.7838 ms/op 4.3451 ms/op 1.10
List[uint8, 68719476736] len 300000 ViewDU.get(i) 3.9915 ms/op 4.0176 ms/op 0.99
Array.push len 300000 empty Array - number 6.4382 ms/op 5.7115 ms/op 1.13
Array.set len 300000 from new Array - number 1.7074 ms/op 1.8534 ms/op 0.92
Array.set len 300000 - number 5.2609 ms/op 5.6512 ms/op 0.93
Uint8Array.set len 300000 376.88 us/op 367.16 us/op 1.03
Uint32Array.set len 300000 449.67 us/op 420.72 us/op 1.07
Container({a: uint8, b: uint8}) getViewDU x300000 45.555 ms/op 45.041 ms/op 1.01
ContainerNodeStruct({a: uint8, b: uint8}) getViewDU x300000 10.693 ms/op 10.702 ms/op 1.00
List(Container) len 300000 ViewDU.getAllReadonly() + iterate 204.98 ms/op 198.38 ms/op 1.03
List(Container) len 300000 ViewDU.getAllReadonlyValues() + iterate 242.91 ms/op 230.48 ms/op 1.05
List(Container) len 300000 ViewDU.get(i) 6.3374 ms/op 6.3351 ms/op 1.00
List(Container) len 300000 ViewDU.getReadonly(i) 6.2274 ms/op 6.2013 ms/op 1.00
List(ContainerNodeStruct) len 300000 ViewDU.getAllReadonly() + iterate 38.665 ms/op 40.398 ms/op 0.96
List(ContainerNodeStruct) len 300000 ViewDU.getAllReadonlyValues() + iterate 4.8451 ms/op 5.0758 ms/op 0.95
List(ContainerNodeStruct) len 300000 ViewDU.get(i) 6.2359 ms/op 5.9316 ms/op 1.05
List(ContainerNodeStruct) len 300000 ViewDU.getReadonly(i) 6.1302 ms/op 5.8203 ms/op 1.05
Array.push len 300000 empty Array - object 5.9930 ms/op 5.8913 ms/op 1.02
Array.set len 300000 from new Array - object 2.1015 ms/op 2.0034 ms/op 1.05
Array.set len 300000 - object 6.0382 ms/op 6.2420 ms/op 0.97
cachePermanentRootStruct no cache 3.6020 us/op 5.1110 us/op 0.70
cachePermanentRootStruct with cache 207.00 ns/op 211.00 ns/op 0.98
epochParticipation len 250000 rws 7813 2.1987 ms/op 2.1637 ms/op 1.02
Deneb BeaconBlock.hashTreeRoot(), numTransaction=200 4.1141 ms/op
BeaconState ViewDU hashTreeRoot() vc=200000 104.74 ms/op 101.07 ms/op 1.04
BeaconState ViewDU recursive hash - commit step vc=200000 4.4910 ms/op 3.5608 ms/op 1.26
BeaconState ViewDU validator tree creation vc=10000 35.613 ms/op 33.278 ms/op 1.07
BeaconState ViewDU batchHashTreeRoot vc=200000 94.532 ms/op 89.382 ms/op 1.06
BeaconState ViewDU hashTreeRoot - commit step vc=200000 83.422 ms/op 80.229 ms/op 1.04
BeaconState ViewDU hashTreeRoot - hash step vc=200000 15.390 ms/op 14.314 ms/op 1.08
deserialize Attestation - tree 4.2040 us/op 3.9630 us/op 1.06
deserialize Attestation - struct 1.8610 us/op 1.7580 us/op 1.06
deserialize SignedAggregateAndProof - tree 3.9780 us/op 3.6310 us/op 1.10
deserialize SignedAggregateAndProof - struct 3.1910 us/op 2.9160 us/op 1.09
deserialize SyncCommitteeMessage - tree 1.1170 us/op 1.0250 us/op 1.09
deserialize SyncCommitteeMessage - struct 1.0940 us/op 1.0620 us/op 1.03
deserialize SignedContributionAndProof - tree 2.1380 us/op 2.0080 us/op 1.06
deserialize SignedContributionAndProof - struct 2.3150 us/op 2.1560 us/op 1.07
deserialize SignedBeaconBlock - tree 217.24 us/op 207.08 us/op 1.05
deserialize SignedBeaconBlock - struct 121.63 us/op 114.47 us/op 1.06
BeaconState vc 300000 - deserialize tree 635.95 ms/op 585.06 ms/op 1.09
BeaconState vc 300000 - serialize tree 154.85 ms/op 136.42 ms/op 1.14
BeaconState.historicalRoots vc 300000 - deserialize tree 770.00 ns/op 691.00 ns/op 1.11
BeaconState.historicalRoots vc 300000 - serialize tree 635.00 ns/op 650.00 ns/op 0.98
BeaconState.validators vc 300000 - deserialize tree 590.92 ms/op 566.56 ms/op 1.04
BeaconState.validators vc 300000 - serialize tree 118.91 ms/op 97.294 ms/op 1.22
BeaconState.balances vc 300000 - deserialize tree 22.892 ms/op 23.164 ms/op 0.99
BeaconState.balances vc 300000 - serialize tree 4.3301 ms/op 3.5235 ms/op 1.23
BeaconState.previousEpochParticipation vc 300000 - deserialize tree 535.84 us/op 334.74 us/op 1.60
BeaconState.previousEpochParticipation vc 300000 - serialize tree 281.23 us/op 271.56 us/op 1.04
BeaconState.currentEpochParticipation vc 300000 - deserialize tree 517.80 us/op 335.55 us/op 1.54
BeaconState.currentEpochParticipation vc 300000 - serialize tree 282.37 us/op 274.71 us/op 1.03
BeaconState.inactivityScores vc 300000 - deserialize tree 24.473 ms/op 23.268 ms/op 1.05
BeaconState.inactivityScores vc 300000 - serialize tree 5.5770 ms/op 3.3465 ms/op 1.67
hashTreeRoot Attestation - struct 13.301 us/op 19.610 us/op 0.68
hashTreeRoot Attestation - tree 8.8630 us/op 9.0690 us/op 0.98
hashTreeRoot SignedAggregateAndProof - struct 17.751 us/op 24.121 us/op 0.74
hashTreeRoot SignedAggregateAndProof - tree 13.184 us/op 12.891 us/op 1.02
hashTreeRoot SyncCommitteeMessage - struct 4.3770 us/op 6.0570 us/op 0.72
hashTreeRoot SyncCommitteeMessage - tree 3.1650 us/op 3.1200 us/op 1.01
hashTreeRoot SignedContributionAndProof - struct 10.532 us/op 16.609 us/op 0.63
hashTreeRoot SignedContributionAndProof - tree 8.9310 us/op 8.8530 us/op 1.01
hashTreeRoot SignedBeaconBlock - struct 986.79 us/op 1.2562 ms/op 0.79
hashTreeRoot SignedBeaconBlock - tree 791.62 us/op 759.84 us/op 1.04
hashTreeRoot Validator - struct 5.3640 us/op 7.5450 us/op 0.71
hashTreeRoot Validator - tree 7.2440 us/op 6.3470 us/op 1.14
BeaconState vc 300000 - hashTreeRoot tree 2.2079 s/op 2.0804 s/op 1.06
BeaconState vc 300000 - batchHashTreeRoot tree 3.7860 s/op 3.2767 s/op 1.16
BeaconState.historicalRoots vc 300000 - hashTreeRoot tree 1.0700 us/op 950.00 ns/op 1.13
BeaconState.validators vc 300000 - hashTreeRoot tree 2.2750 s/op 2.0641 s/op 1.10
BeaconState.balances vc 300000 - hashTreeRoot tree 35.614 ms/op 32.841 ms/op 1.08
BeaconState.previousEpochParticipation vc 300000 - hashTreeRoot tree 4.2177 ms/op 4.2966 ms/op 0.98
BeaconState.currentEpochParticipation vc 300000 - hashTreeRoot tree 4.1183 ms/op 4.1245 ms/op 1.00
BeaconState.inactivityScores vc 300000 - hashTreeRoot tree 37.920 ms/op 33.347 ms/op 1.14
hash64 x18 10.686 us/op 9.0690 us/op 1.18
hashTwoObjects x18 8.6660 us/op 8.7140 us/op 0.99
hash64 x1740 1.0021 ms/op 820.40 us/op 1.22
hashTwoObjects x1740 798.69 us/op 822.67 us/op 0.97
hash64 x2700000 1.5509 s/op 1.2905 s/op 1.20
hashTwoObjects x2700000 1.2472 s/op 1.2732 s/op 0.98
get_exitEpoch - ContainerType 294.00 ns/op 366.00 ns/op 0.80
get_exitEpoch - ContainerNodeStructType 316.00 ns/op 363.00 ns/op 0.87
set_exitEpoch - ContainerType 316.00 ns/op 381.00 ns/op 0.83
set_exitEpoch - ContainerNodeStructType 323.00 ns/op 372.00 ns/op 0.87
get_pubkey - ContainerType 999.00 ns/op 1.3880 us/op 0.72
get_pubkey - ContainerNodeStructType 299.00 ns/op 361.00 ns/op 0.83
hashTreeRoot - ContainerType 540.00 ns/op 614.00 ns/op 0.88
hashTreeRoot - ContainerNodeStructType 567.00 ns/op 645.00 ns/op 0.88
createProof - ContainerType 5.4390 us/op 6.3600 us/op 0.86
createProof - ContainerNodeStructType 26.079 us/op 24.930 us/op 1.05
serialize - ContainerType 2.1920 us/op 1.9060 us/op 1.15
serialize - ContainerNodeStructType 1.7640 us/op 1.4160 us/op 1.25
set_exitEpoch_and_hashTreeRoot - ContainerType 2.8510 us/op 2.7860 us/op 1.02
set_exitEpoch_and_hashTreeRoot - ContainerNodeStructType 7.2480 us/op 7.1890 us/op 1.01
Array - for of 5.5300 us/op 6.5340 us/op 0.85
Array - for(;;) 5.5230 us/op 6.3540 us/op 0.87
basicListValue.readonlyValuesArray() 4.3629 ms/op 4.1882 ms/op 1.04
basicListValue.readonlyValuesArray() + loop all 4.3628 ms/op 4.3806 ms/op 1.00
compositeListValue.readonlyValuesArray() 26.994 ms/op 30.292 ms/op 0.89
compositeListValue.readonlyValuesArray() + loop all 30.442 ms/op 29.651 ms/op 1.03
Number64UintType - get balances list 4.8852 ms/op 5.5447 ms/op 0.88
Number64UintType - set balances list 9.9975 ms/op 10.067 ms/op 0.99
Number64UintType - get and increase 10 then set 42.170 ms/op 39.157 ms/op 1.08
Number64UintType - increase 10 using applyDelta 17.627 ms/op 16.529 ms/op 1.07
Number64UintType - increase 10 using applyDeltaInBatch 17.458 ms/op 17.171 ms/op 1.02
tree_newTreeFromUint64Deltas 17.945 ms/op 16.725 ms/op 1.07
unsafeUint8ArrayToTree 32.114 ms/op 32.415 ms/op 0.99
bitLength(50) 247.00 ns/op 222.00 ns/op 1.11
bitLengthStr(50) 220.00 ns/op 210.00 ns/op 1.05
bitLength(8000) 240.00 ns/op 218.00 ns/op 1.10
bitLengthStr(8000) 269.00 ns/op 251.00 ns/op 1.07
bitLength(250000) 240.00 ns/op 220.00 ns/op 1.09
bitLengthStr(250000) 299.00 ns/op 289.00 ns/op 1.03
merkleizeInto 4 chunks 1.4310 us/op
merkleize 4 chunks 2.1200 us/op
merkleizeInto 8 chunks 1.9260 us/op
merkleize 8 chunks 4.3970 us/op
merkleizeInto 16 chunks 2.6740 us/op
merkleize 16 chunks 8.8380 us/op
merkleizeInto 32 chunks 3.6660 us/op
merkleize 32 chunks 17.465 us/op
floor - Math.floor (53) 1.2373 ns/op 1.2430 ns/op 1.00
floor - << 0 (53) 1.2400 ns/op 1.2366 ns/op 1.00
floor - Math.floor (512) 1.2377 ns/op 1.2373 ns/op 1.00
floor - << 0 (512) 1.2372 ns/op 1.2400 ns/op 1.00
fnIf(0) 1.5579 ns/op 1.5538 ns/op 1.00
fnSwitch(0) 2.1657 ns/op 2.1668 ns/op 1.00
fnObj(0) 1.5529 ns/op 1.5568 ns/op 1.00
fnArr(0) 1.5470 ns/op 1.5465 ns/op 1.00
fnIf(4) 2.1723 ns/op 2.1743 ns/op 1.00
fnSwitch(4) 2.1750 ns/op 2.1669 ns/op 1.00
fnObj(4) 1.5479 ns/op 1.5487 ns/op 1.00
fnArr(4) 1.5475 ns/op 1.5480 ns/op 1.00
fnIf(9) 3.1105 ns/op 3.0924 ns/op 1.01
fnSwitch(9) 2.1994 ns/op 2.1665 ns/op 1.02
fnObj(9) 1.5471 ns/op 1.5475 ns/op 1.00
fnArr(9) 1.5620 ns/op 1.5461 ns/op 1.01
Container {a,b,vec} - as struct x100000 124.02 us/op 123.84 us/op 1.00
Container {a,b,vec} - as tree x100000 340.30 us/op 340.09 us/op 1.00
Container {a,vec,b} - as struct x100000 155.04 us/op 154.32 us/op 1.00
Container {a,vec,b} - as tree x100000 371.31 us/op 371.18 us/op 1.00
get 2 props x1000000 - rawObject 310.29 us/op 309.88 us/op 1.00
get 2 props x1000000 - proxy 73.674 ms/op 72.741 ms/op 1.01
get 2 props x1000000 - customObj 315.03 us/op 307.92 us/op 1.02
Simple object binary -> struct 798.00 ns/op 567.00 ns/op 1.41
Simple object binary -> tree_backed 1.6320 us/op 986.00 ns/op 1.66
Simple object struct -> tree_backed 2.2860 us/op 1.5440 us/op 1.48
Simple object tree_backed -> struct 1.9010 us/op 1.4670 us/op 1.30
Simple object struct -> binary 946.00 ns/op 789.00 ns/op 1.20
Simple object tree_backed -> binary 1.5540 us/op 1.2600 us/op 1.23
aggregationBits binary -> struct 571.00 ns/op 444.00 ns/op 1.29
aggregationBits binary -> tree_backed 2.4100 us/op 1.9550 us/op 1.23
aggregationBits struct -> tree_backed 2.8240 us/op 2.3230 us/op 1.22
aggregationBits tree_backed -> struct 1.2150 us/op 926.00 ns/op 1.31
aggregationBits struct -> binary 784.00 ns/op 686.00 ns/op 1.14
aggregationBits tree_backed -> binary 1.0600 us/op 871.00 ns/op 1.22
List(uint8) 100000 binary -> struct 1.3395 ms/op 1.6812 ms/op 0.80
List(uint8) 100000 binary -> tree_backed 88.883 us/op 93.101 us/op 0.95
List(uint8) 100000 struct -> tree_backed 1.1788 ms/op 1.1024 ms/op 1.07
List(uint8) 100000 tree_backed -> struct 1.0392 ms/op 1.0546 ms/op 0.99
List(uint8) 100000 struct -> binary 1.0334 ms/op 989.83 us/op 1.04
List(uint8) 100000 tree_backed -> binary 92.547 us/op 89.572 us/op 1.03
List(uint64Number) 100000 binary -> struct 1.2879 ms/op 1.1648 ms/op 1.11
List(uint64Number) 100000 binary -> tree_backed 3.6211 ms/op 2.5600 ms/op 1.41
List(uint64Number) 100000 struct -> tree_backed 5.5800 ms/op 4.0852 ms/op 1.37
List(uint64Number) 100000 tree_backed -> struct 2.3130 ms/op 2.0743 ms/op 1.12
List(uint64Number) 100000 struct -> binary 1.3993 ms/op 1.3325 ms/op 1.05
List(uint64Number) 100000 tree_backed -> binary 871.59 us/op 853.53 us/op 1.02
List(Uint64Bigint) 100000 binary -> struct 3.5055 ms/op 3.5539 ms/op 0.99
List(Uint64Bigint) 100000 binary -> tree_backed 3.4988 ms/op 3.2431 ms/op 1.08
List(Uint64Bigint) 100000 struct -> tree_backed 5.7317 ms/op 5.5215 ms/op 1.04
List(Uint64Bigint) 100000 tree_backed -> struct 4.9643 ms/op 4.5138 ms/op 1.10
List(Uint64Bigint) 100000 struct -> binary 2.0656 ms/op 2.0407 ms/op 1.01
List(Uint64Bigint) 100000 tree_backed -> binary 933.00 us/op 934.11 us/op 1.00
Vector(Root) 100000 binary -> struct 28.277 ms/op 32.244 ms/op 0.88
Vector(Root) 100000 binary -> tree_backed 34.434 ms/op 27.173 ms/op 1.27
Vector(Root) 100000 struct -> tree_backed 42.085 ms/op 45.955 ms/op 0.92
Vector(Root) 100000 tree_backed -> struct 46.918 ms/op 48.127 ms/op 0.97
Vector(Root) 100000 struct -> binary 2.6716 ms/op 2.6239 ms/op 1.02
Vector(Root) 100000 tree_backed -> binary 9.2385 ms/op 8.2375 ms/op 1.12
List(Validator) 100000 binary -> struct 100.05 ms/op 104.93 ms/op 0.95
List(Validator) 100000 binary -> tree_backed 305.46 ms/op 285.76 ms/op 1.07
List(Validator) 100000 struct -> tree_backed 314.30 ms/op 309.56 ms/op 1.02
List(Validator) 100000 tree_backed -> struct 206.27 ms/op 210.31 ms/op 0.98
List(Validator) 100000 struct -> binary 28.845 ms/op 26.723 ms/op 1.08
List(Validator) 100000 tree_backed -> binary 117.99 ms/op 115.26 ms/op 1.02
List(Validator-NS) 100000 binary -> struct 104.63 ms/op 98.543 ms/op 1.06
List(Validator-NS) 100000 binary -> tree_backed 155.06 ms/op 144.42 ms/op 1.07
List(Validator-NS) 100000 struct -> tree_backed 197.45 ms/op 185.09 ms/op 1.07
List(Validator-NS) 100000 tree_backed -> struct 170.47 ms/op 165.67 ms/op 1.03
List(Validator-NS) 100000 struct -> binary 28.615 ms/op 27.056 ms/op 1.06
List(Validator-NS) 100000 tree_backed -> binary 34.070 ms/op 31.887 ms/op 1.07
get epochStatuses - MutableVector 94.910 us/op 106.38 us/op 0.89
get epochStatuses - ViewDU 203.84 us/op 203.15 us/op 1.00
set epochStatuses - ListTreeView 1.7334 ms/op 2.3891 ms/op 0.73
set epochStatuses - ListTreeView - set() 459.20 us/op 459.01 us/op 1.00
set epochStatuses - ListTreeView - commit() 587.82 us/op 555.56 us/op 1.06
bitstring 642.30 ns/op 641.14 ns/op 1.00
bit mask 13.929 ns/op 13.521 ns/op 1.03
struct - increase slot to 1000000 928.26 us/op 927.98 us/op 1.00
UintNumberType - increase slot to 1000000 21.976 ms/op 21.987 ms/op 1.00
UintBigintType - increase slot to 1000000 162.98 ms/op 159.36 ms/op 1.02
UintBigint8 x 100000 tree_deserialize 4.6952 ms/op 4.6560 ms/op 1.01
UintBigint8 x 100000 tree_serialize 1.1029 ms/op 1.0943 ms/op 1.01
UintBigint16 x 100000 tree_deserialize 4.7232 ms/op 4.7401 ms/op 1.00
UintBigint16 x 100000 tree_serialize 1.2226 ms/op 1.2154 ms/op 1.01
UintBigint32 x 100000 tree_deserialize 4.9519 ms/op 5.0010 ms/op 0.99
UintBigint32 x 100000 tree_serialize 1.2520 ms/op 1.2239 ms/op 1.02
UintBigint64 x 100000 tree_deserialize 5.1737 ms/op 5.2174 ms/op 0.99
UintBigint64 x 100000 tree_serialize 1.6115 ms/op 1.5732 ms/op 1.02
UintBigint8 x 100000 value_deserialize 433.55 us/op 521.80 us/op 0.83
UintBigint8 x 100000 value_serialize 669.98 us/op 666.63 us/op 1.01
UintBigint16 x 100000 value_deserialize 464.35 us/op 462.13 us/op 1.00
UintBigint16 x 100000 value_serialize 731.88 us/op 724.99 us/op 1.01
UintBigint32 x 100000 value_deserialize 434.93 us/op 433.07 us/op 1.00
UintBigint32 x 100000 value_serialize 706.12 us/op 698.01 us/op 1.01
UintBigint64 x 100000 value_deserialize 498.03 us/op 495.96 us/op 1.00
UintBigint64 x 100000 value_serialize 874.09 us/op 874.42 us/op 1.00
UintBigint8 x 100000 deserialize 3.1422 ms/op 2.9727 ms/op 1.06
UintBigint8 x 100000 serialize 1.5225 ms/op 1.6040 ms/op 0.95
UintBigint16 x 100000 deserialize 3.4170 ms/op 3.0156 ms/op 1.13
UintBigint16 x 100000 serialize 1.5606 ms/op 1.6335 ms/op 0.96
UintBigint32 x 100000 deserialize 3.4474 ms/op 3.0710 ms/op 1.12
UintBigint32 x 100000 serialize 2.8541 ms/op 2.7979 ms/op 1.02
UintBigint64 x 100000 deserialize 4.2550 ms/op 3.9455 ms/op 1.08
UintBigint64 x 100000 serialize 1.5662 ms/op 1.5557 ms/op 1.01
UintBigint128 x 100000 deserialize 5.8637 ms/op 5.4218 ms/op 1.08
UintBigint128 x 100000 serialize 15.366 ms/op 13.879 ms/op 1.11
UintBigint256 x 100000 deserialize 9.0728 ms/op 8.0535 ms/op 1.13
UintBigint256 x 100000 serialize 44.176 ms/op 41.441 ms/op 1.07
Slice from Uint8Array x25000 1.3394 ms/op 1.2979 ms/op 1.03
Slice from ArrayBuffer x25000 16.029 ms/op 15.006 ms/op 1.07
Slice from ArrayBuffer x25000 + new Uint8Array 17.131 ms/op 16.000 ms/op 1.07
Copy Uint8Array 100000 iterate 1.6516 ms/op 1.6460 ms/op 1.00
Copy Uint8Array 100000 slice 125.42 us/op 116.05 us/op 1.08
Copy Uint8Array 100000 Uint8Array.prototype.slice.call 122.81 us/op 117.91 us/op 1.04
Copy Buffer 100000 Uint8Array.prototype.slice.call 124.78 us/op 117.93 us/op 1.06
Copy Uint8Array 100000 slice + set 220.04 us/op 178.57 us/op 1.23
Copy Uint8Array 100000 subarray + set 126.59 us/op 117.59 us/op 1.08
Copy Uint8Array 100000 slice arrayBuffer 126.61 us/op 116.92 us/op 1.08
Uint64 deserialize 100000 - iterate Uint8Array 1.9243 ms/op 1.8024 ms/op 1.07
Uint64 deserialize 100000 - by Uint32A 1.9020 ms/op 1.7828 ms/op 1.07
Uint64 deserialize 100000 - by DataView.getUint32 x2 1.9197 ms/op 1.7841 ms/op 1.08
Uint64 deserialize 100000 - by DataView.getBigUint64 5.8380 ms/op 5.2553 ms/op 1.11
Uint64 deserialize 100000 - by byte 39.918 ms/op 39.228 ms/op 1.02

by benchmarkbot/action

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