Better "optimal selection
Signed-off-by: Jakub Sztandera <kubuxu@protocol.ai>
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d25f386bb5
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@ -1,20 +1,29 @@
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package messagepool
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import "math"
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import (
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"math"
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"sync"
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)
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var noWinnersProbCache []float64
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var noWinnersProbOnce sync.Once
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func noWinnersProb() []float64 {
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poissPdf := func(x float64) float64 {
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const Mu = 5
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lg, _ := math.Lgamma(x + 1)
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result := math.Exp((math.Log(Mu) * x) - lg - Mu)
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return result
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}
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noWinnersProbOnce.Do(func() {
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poissPdf := func(x float64) float64 {
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const Mu = 5
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lg, _ := math.Lgamma(x + 1)
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result := math.Exp((math.Log(Mu) * x) - lg - Mu)
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return result
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}
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out := make([]float64, 0, MaxBlocks)
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for i := 0; i < MaxBlocks; i++ {
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out = append(out, poissPdf(float64(i)))
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}
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return out
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out := make([]float64, 0, MaxBlocks)
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for i := 0; i < MaxBlocks; i++ {
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out = append(out, poissPdf(float64(i)))
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}
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noWinnersProbCache = out
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})
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return noWinnersProbCache
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}
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func binomialCoefficient(n, k float64) float64 {
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@ -22,16 +22,17 @@ var bigBlockGasLimit = big.NewInt(build.BlockGasLimit)
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const MaxBlocks = 15
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type msgChain struct {
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msgs []*types.SignedMessage
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gasReward *big.Int
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gasLimit int64
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gasPerf float64
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effPerf float64
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bp float64
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valid bool
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merged bool
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next *msgChain
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prev *msgChain
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msgs []*types.SignedMessage
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gasReward *big.Int
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gasLimit int64
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gasPerf float64
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effPerf float64
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bp float64
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parentOffset float64
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valid bool
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merged bool
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next *msgChain
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prev *msgChain
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}
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func (mp *MessagePool) SelectMessages(ts *types.TipSet, tq float64) ([]*types.SignedMessage, error) {
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@ -153,7 +154,7 @@ func (mp *MessagePool) selectMessagesOptimal(curTs, ts *types.TipSet, tq float64
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last := len(chains)
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for i, chain := range chains {
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// did we run out of performing chains?
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if chain.gasPerf < 0 {
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if chain.effPerf < 0 {
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break
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}
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@ -176,12 +177,22 @@ func (mp *MessagePool) selectMessagesOptimal(curTs, ts *types.TipSet, tq float64
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for i := len(chainDeps) - 1; i >= 0; i-- {
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curChain := chainDeps[i]
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curChain.merged = true
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if next := curChain.next; next != nil {
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next.effPerf += next.parentOffset
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}
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result = append(result, curChain.msgs...)
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}
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chain.merged = true
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if next := chain.next; next != nil {
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next.effPerf += next.parentOffset
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}
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result = append(result, chain.msgs...)
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gasLimit -= chainGasLimit
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sort.Slice(chains[i+1:], func(i, j int) bool {
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return chains[i].BeforeEffective(chains[j])
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})
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continue
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}
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@ -852,7 +863,9 @@ func (mc *msgChain) SetEffectivePerf(bp float64) {
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func (mc *msgChain) setEffPerf() {
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effPerf := mc.gasPerf * mc.bp
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if mc.prev != nil {
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effPerf = (effPerf*float64(mc.gasLimit) + mc.prev.effPerf*float64(mc.prev.gasLimit)) / float64(mc.gasLimit+mc.prev.gasLimit)
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effPerfWithParent := (effPerf*float64(mc.gasLimit) + mc.prev.effPerf*float64(mc.prev.gasLimit)) / float64(mc.gasLimit+mc.prev.gasLimit)
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mc.parentOffset = effPerf - effPerfWithParent
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effPerf = effPerfWithParent
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}
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mc.effPerf = effPerf
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@ -867,7 +880,8 @@ func (mc *msgChain) SetNullEffectivePerf() {
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}
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func (mc *msgChain) BeforeEffective(other *msgChain) bool {
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return mc.effPerf > other.effPerf ||
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// moved merged chains to the front so we can discard them earlier
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return (mc.merged && !other.merged) || mc.effPerf > other.effPerf ||
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(mc.effPerf == other.effPerf && mc.gasPerf > other.gasPerf) ||
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(mc.effPerf == other.effPerf && mc.gasPerf == other.gasPerf && mc.gasReward.Cmp(other.gasReward) > 0)
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}
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@ -919,20 +919,20 @@ func testCompetitiveMessageSelection(t *testing.T, rng *rand.Rand) {
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t.Fatal(err)
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}
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// 2. optimal selection
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minersRand := rng.Float64()
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winerProba := noWinnersProb()
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i := 0
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for ; i < MaxBlocks && minersRand > 0; i++ {
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minersRand -= winerProba[i]
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}
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nMiners := i
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if nMiners == 0 {
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nMiners = 1
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}
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logging.SetLogLevel("messagepool", "error")
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for i := 0; i < 1; i++ {
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for i := 0; i < 50; i++ {
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// 2. optimal selection
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minersRand := rng.Float64()
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winerProba := noWinnersProb()
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i := 0
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for ; i < MaxBlocks && minersRand > 0; i++ {
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minersRand -= winerProba[i]
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}
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nMiners := i
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if nMiners == 0 {
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nMiners = 1
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}
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optMsgs := make(map[cid.Cid]*types.SignedMessage)
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for j := 0; j < nMiners; j++ {
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tq := rng.Float64()
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@ -946,7 +946,7 @@ func testCompetitiveMessageSelection(t *testing.T, rng *rand.Rand) {
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}
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t.Logf("nMiners: %d", nMiners)
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t.Logf("greedy capacity %d, optimal capacity %d (x%.1f)", len(greedyMsgs),
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t.Logf("greedy capacity %d, optimal capacity %d (x %.1f )", len(greedyMsgs),
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len(optMsgs), float64(len(optMsgs))/float64(len(greedyMsgs)))
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if len(greedyMsgs) > len(optMsgs) {
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t.Fatal("greedy capacity higher than optimal capacity; wtf")
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@ -965,18 +965,15 @@ func testCompetitiveMessageSelection(t *testing.T, rng *rand.Rand) {
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nMinersBig := big.NewInt(int64(nMiners))
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greedyAvgReward, _ := new(big.Rat).SetFrac(greedyReward, nMinersBig).Float64()
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optimalAvgReward, _ := new(big.Rat).SetFrac(optReward, nMinersBig).Float64()
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t.Logf("greedy reward: %.0f, optimal reward: %.0f (x%.1f)", greedyAvgReward,
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t.Logf("greedy reward: %.0f, optimal reward: %.0f (x %.1f )", greedyAvgReward,
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optimalAvgReward, optimalAvgReward/greedyAvgReward)
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if greedyReward.Cmp(optReward) > 0 {
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t.Fatal("greedy reward raw higher than optimal reward; booh")
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}
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}
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logging.SetLogLevel("messagepool", "info")
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}
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func TestCompetitiveMessageSelection(t *testing.T) {
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seeds := []int64{1947, 1976, 2020, 2100, 10000}
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seeds := []int64{1947, 1976, 2020, 2100, 10000, 143324, 432432, 131, 32, 45}
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for _, seed := range seeds {
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t.Log("running competitve message selection with seed", seed)
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testCompetitiveMessageSelection(t, rand.New(rand.NewSource(seed)))
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