forked from TrueCloudLab/hrw
[#8] hrw: Do not allocate 2 slices for sort
Currently we allocate `rule` and then create `dist` which depends on it. In this commit we create `dist` directly. ``` goos: linux goarch: amd64 pkg: git.frostfs.info/TrueCloudLab/hrw cpu: 11th Gen Intel(R) Core(TM) i5-1135G7 @ 2.40GHz │ 3 │ 4 │ │ sec/op │ sec/op vs base │ SortHashersByValue_Typed_fnv_10-8 336.3n ± 3% 309.2n ± 2% -8.06% (p=0.000 n=10) SortHashersByValue_Typed_fnv_100-8 2.424µ ± 3% 2.306µ ± 1% -4.87% (p=0.000 n=10) SortHashersByValue_Typed_fnv_1000-8 22.35µ ± 1% 21.73µ ± 1% -2.75% (p=0.000 n=10) SortHashersByWeightValueTyped_fnv_10-8 346.6n ± 3% 347.1n ± 1% ~ (p=0.631 n=10) SortHashersByWeightValueTyped_fnv_100-8 2.637µ ± 6% 2.668µ ± 1% ~ (p=0.481 n=10) SortHashersByWeightValueTyped_fnv_1000-8 2.609µ ± 4% 2.673µ ± 1% +2.43% (p=0.000 n=10) geomean 1.875µ 1.836µ -2.06% │ 3 │ 4 │ │ B/op │ B/op vs base │ SortHashersByValue_Typed_fnv_10-8 296.0 ± 0% 216.0 ± 0% -27.03% (p=0.000 n=10) SortHashersByValue_Typed_fnv_100-8 1.883Ki ± 0% 1.008Ki ± 0% -46.47% (p=0.000 n=10) SortHashersByValue_Typed_fnv_1000-8 16.133Ki ± 0% 8.133Ki ± 0% -49.59% (p=0.000 n=10) SortHashersByWeightValueTyped_fnv_10-8 296.0 ± 0% 216.0 ± 0% -27.03% (p=0.000 n=10) SortHashersByWeightValueTyped_fnv_100-8 1.883Ki ± 0% 1.008Ki ± 0% -46.47% (p=0.000 n=10) SortHashersByWeightValueTyped_fnv_1000-8 1.883Ki ± 0% 1.008Ki ± 0% -46.47% (p=0.000 n=10) geomean 1.442Ki 867.8 -41.24% │ 3 │ 4 │ │ allocs/op │ allocs/op vs base │ SortHashersByValue_Typed_fnv_10-8 5.000 ± 0% 4.000 ± 0% -20.00% (p=0.000 n=10) SortHashersByValue_Typed_fnv_100-8 5.000 ± 0% 4.000 ± 0% -20.00% (p=0.000 n=10) SortHashersByValue_Typed_fnv_1000-8 5.000 ± 0% 4.000 ± 0% -20.00% (p=0.000 n=10) SortHashersByWeightValueTyped_fnv_10-8 5.000 ± 0% 4.000 ± 0% -20.00% (p=0.000 n=10) SortHashersByWeightValueTyped_fnv_100-8 5.000 ± 0% 4.000 ± 0% -20.00% (p=0.000 n=10) SortHashersByWeightValueTyped_fnv_1000-8 5.000 ± 0% 4.000 ± 0% -20.00% (p=0.000 n=10) geomean 5.000 4.000 -20.00% ``` Signed-off-by: Evgenii Stratonikov <e.stratonikov@yadro.com>
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parent
895ecf150f
commit
c52f74d8e1
1 changed files with 32 additions and 47 deletions
75
hrw.go
75
hrw.go
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@ -85,10 +85,15 @@ func SortSliceByValue(slice interface{}, hash uint64) {
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// SortHasherSliceByValue receives []Hasher and hash to sort by value-distance.
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func SortHasherSliceByValue[T Hasher](slice []T, hash uint64) {
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rule := prepareHasherRule(slice)
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if rule != nil {
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sortHasherByDistance(slice, false, rule, hash)
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if len(slice) == 0 {
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return
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}
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dist := make([]uint64, len(slice))
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for i := range dist {
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dist[i] = distance(slice[i].Hash(), hash)
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}
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sortHasherByDistance(slice, false, dist)
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}
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// SortSliceByWeightValue received []T, weights and hash to sort by value-distance * weights
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@ -102,49 +107,28 @@ func SortSliceByWeightValue(slice interface{}, weights []float64, hash uint64) {
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// SortHasherSliceByWeightValue receives []Hasher, weights and hash to sort by value-distance * weights.
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func SortHasherSliceByWeightValue[T Hasher](slice []T, weights []float64, hash uint64) {
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rule := prepareHasherRule(slice)
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if rule != nil {
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sortHasherByWeight(slice, false, rule, weights, hash)
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if len(slice) == 0 {
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return
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}
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}
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// sortHasherByDistance is similar to sortByDistance but accepts slice directly.
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func sortHasherByDistance[T Hasher](slice []T, byIndex bool, nodes []uint64, hash uint64) {
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if allSameF64(weights) {
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dist := make([]uint64, len(slice))
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for i := range dist {
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dist[i] = getDistance(byIndex, i, nodes, hash)
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dist[i] = distance(slice[i].Hash(), hash)
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}
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s := &sorter{
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l: len(slice),
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swap: func(i, j int) {
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slice[i], slice[j] = slice[j], slice[i]
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dist[i], dist[j] = dist[j], dist[i]
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},
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less: func(i, j int) bool {
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return dist[i] < dist[j]
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},
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}
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sort.Sort(s)
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}
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// sortHasherByWeight is similar to sortByWeight but accepts slice directly.
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func sortHasherByWeight[T Hasher](slice []T, byIndex bool, nodes []uint64, weights []float64, hash uint64) {
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// if all nodes have the same distance then sort uniformly
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if allSameF64(weights) {
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sortHasherByDistance(slice, byIndex, nodes, hash)
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sortHasherByDistance(slice, false, dist)
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return
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}
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dist := make([]float64, len(slice))
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for i := range dist {
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d := getDistance(byIndex, i, nodes, hash)
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d := distance(slice[i].Hash(), hash)
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// `maxUint64 - distance` makes the shorter distance more valuable
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// it is necessary for operation with normalized values
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dist[i] = float64(^uint64(0)-d) * weights[i]
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}
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s := &sorter{
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sort.Sort(&sorter{
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l: len(slice),
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swap: func(i, j int) {
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slice[i], slice[j] = slice[j], slice[i]
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@ -153,8 +137,21 @@ func sortHasherByWeight[T Hasher](slice []T, byIndex bool, nodes []uint64, weigh
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less: func(i, j int) bool {
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return dist[i] > dist[j] // higher distance must be placed lower to be first
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},
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}
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sort.Sort(s)
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})
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}
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// sortHasherByDistance is similar to sortByDistance but accepts slice directly.
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func sortHasherByDistance[T Hasher](slice []T, byIndex bool, dist []uint64) {
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sort.Sort(&sorter{
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l: len(slice),
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swap: func(i, j int) {
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slice[i], slice[j] = slice[j], slice[i]
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dist[i], dist[j] = dist[j], dist[i]
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},
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less: func(i, j int) bool {
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return dist[i] < dist[j]
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},
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})
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}
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// SortSliceByIndex received []T and hash to sort by index-distance
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@ -264,18 +261,6 @@ func prepareRule(slice interface{}) []uint64 {
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return rule
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}
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func prepareHasherRule[T Hasher](hashers []T) []uint64 {
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length := len(hashers)
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if length == 0 {
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return nil
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}
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result := make([]uint64, length)
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for i := 0; i < length; i++ {
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result[i] = hashers[i].Hash()
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}
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return result
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}
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// ValidateWeights checks if weights are normalized between 0.0 and 1.0
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func ValidateWeights(weights []float64) error {
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for i := range weights {
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