mirror of
https://github.com/zeromicro/go-zero.git
synced 2025-02-03 00:38:40 +08:00
add subset algorithm
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parent
63583d4744
commit
f02eeef0f6
@ -119,7 +119,7 @@ func TestConsistent_next(t *testing.T) {
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m[val]++
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}
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entropy := mathx.CalcEntropy(m, total)
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entropy := mathx.CalcEntropy(m)
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assert.Equal(t, size, len(m))
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assert.True(t, entropy > .95)
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@ -237,7 +237,7 @@ func TestRoundRobin_initialize(t *testing.T) {
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for k, v := range m {
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mi[k] = v
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}
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entropy := mathx.CalcEntropy(mi, total)
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entropy := mathx.CalcEntropy(mi)
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assert.True(t, entropy > .95)
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}
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@ -265,7 +265,7 @@ func TestRoundRobin_next(t *testing.T) {
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m[val]++
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}
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entropy := mathx.CalcEntropy(m, total)
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entropy := mathx.CalcEntropy(m)
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assert.Equal(t, size, len(m))
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assert.True(t, entropy > .95)
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@ -47,7 +47,7 @@ func TestConsistentHash(t *testing.T) {
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for k, v := range keys {
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mi[k] = v
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}
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entropy := mathx.CalcEntropy(mi, requestSize)
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entropy := mathx.CalcEntropy(mi)
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assert.True(t, entropy > .95)
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}
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@ -2,9 +2,14 @@ package mathx
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import "math"
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func CalcEntropy(m map[interface{}]int, total int) float64 {
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func CalcEntropy(m map[interface{}]int) float64 {
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var entropy float64
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var total int
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for _, v := range m {
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total += v
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}
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for _, v := range m {
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proba := float64(v) / float64(total)
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entropy -= proba * math.Log2(proba)
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@ -13,5 +13,5 @@ func TestCalcEntropy(t *testing.T) {
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for i := 0; i < total; i++ {
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m[i] = count
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}
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assert.True(t, CalcEntropy(m, total*count) > .99)
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assert.True(t, CalcEntropy(m) > .99)
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}
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@ -65,7 +65,7 @@ func TestUnstable_Distribution(t *testing.T) {
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for k, v := range m {
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mi[k] = v
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}
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entropy := CalcEntropy(mi, total)
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entropy := CalcEntropy(mi)
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assert.True(t, len(m) > 1)
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assert.True(t, entropy > 0.95)
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}
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@ -1,65 +0,0 @@
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package roundrobin
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import (
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"context"
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"math/rand"
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"sync"
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"time"
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"google.golang.org/grpc/balancer"
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"google.golang.org/grpc/balancer/base"
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"google.golang.org/grpc/resolver"
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)
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const Name = "rr"
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func init() {
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balancer.Register(newBuilder())
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}
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type roundRobinPickerBuilder struct{}
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func newBuilder() balancer.Builder {
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return base.NewBalancerBuilder(Name, new(roundRobinPickerBuilder))
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}
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func (b *roundRobinPickerBuilder) Build(readySCs map[resolver.Address]balancer.SubConn) balancer.Picker {
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if len(readySCs) == 0 {
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return base.NewErrPicker(balancer.ErrNoSubConnAvailable)
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}
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rand.Seed(time.Now().UnixNano())
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picker := &roundRobinPicker{
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index: rand.Int(),
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}
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for addr, conn := range readySCs {
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picker.conns = append(picker.conns, &subConn{
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addr: addr,
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conn: conn,
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})
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}
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return picker
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}
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type roundRobinPicker struct {
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conns []*subConn
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index int
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lock sync.Mutex
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}
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func (p *roundRobinPicker) Pick(ctx context.Context, info balancer.PickInfo) (
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conn balancer.SubConn, done func(balancer.DoneInfo), err error) {
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p.lock.Lock()
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defer p.lock.Unlock()
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p.index = (p.index + 1) % len(p.conns)
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return p.conns[p.index].conn, func(info balancer.DoneInfo) {
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}, nil
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}
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type subConn struct {
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addr resolver.Address
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conn balancer.SubConn
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}
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@ -12,6 +12,7 @@ import (
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const (
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DiscovScheme = "discov"
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EndpointSep = ","
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subsetSize = 36
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)
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var builder discovBuilder
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@ -36,7 +37,7 @@ func (b *discovBuilder) Build(target resolver.Target, cc resolver.ClientConn, op
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update := func() {
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var addrs []resolver.Address
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for _, val := range sub.Values() {
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for _, val := range subset(sub.Values(), subsetSize) {
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addrs = append(addrs, resolver.Address{
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Addr: val,
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})
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14
rpcx/internal/resolver/subset.go
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14
rpcx/internal/resolver/subset.go
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@ -0,0 +1,14 @@
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package resolver
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import "math/rand"
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func subset(set []string, sub int) []string {
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rand.Shuffle(len(set), func(i, j int) {
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set[i], set[j] = set[j], set[i]
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})
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if len(set) <= sub {
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return set
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} else {
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return set[:sub]
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}
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}
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65
rpcx/internal/resolver/subset_test.go
Normal file
65
rpcx/internal/resolver/subset_test.go
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@ -0,0 +1,65 @@
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package resolver
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import (
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"strconv"
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"testing"
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"zero/core/mathx"
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"github.com/stretchr/testify/assert"
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)
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func TestSubset(t *testing.T) {
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tests := []struct {
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name string
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set int
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sub int
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}{
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{
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name: "more vals to subset",
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set: 100,
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sub: 36,
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},
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{
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name: "less vals to subset",
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set: 100,
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sub: 200,
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},
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}
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for _, test := range tests {
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t.Run(test.name, func(t *testing.T) {
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var vals []string
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for i := 0; i < test.set; i++ {
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vals = append(vals, strconv.Itoa(i))
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}
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m := make(map[interface{}]int)
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for i := 0; i < 1000; i++ {
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set := subset(append([]string(nil), vals...), test.sub)
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for _, val := range set {
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m[val]++
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}
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}
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assert.True(t, mathx.CalcEntropy(m) > 0.95)
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})
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}
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}
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func TestSubsetLess(t *testing.T) {
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var vals []string
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for i := 0; i < 100; i++ {
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vals = append(vals, strconv.Itoa(i))
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}
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m := make(map[interface{}]int)
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for i := 0; i < 1000; i++ {
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set := subset(append([]string(nil), vals...), 200)
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for _, val := range set {
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m[val]++
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}
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}
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assert.True(t, mathx.CalcEntropy(m) > 0.95)
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}
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