feat: Reputation: CNS-1004 - QoS excellence epoch score aggregation

proto/lavanet/lava/pairing/relay.proto

@@ -95,16 +95,23 @@ message RelayReply {
 }
 
 message QualityOfServiceReport{
+    // Latency of provider answers in milliseconds, range 0-inf, lower is better
     string latency = 1 [
         (gogoproto.moretags) = "yaml:\"Latency\"",
         (gogoproto.customtype) = "github.com/cosmos/cosmos-sdk/types.Dec",
         (gogoproto.nullable)   = false
         ];
+
+    // Percentage of times the provider returned a non-error response, range 0-1, higher is better
     string availability  = 2 [
         (gogoproto.moretags) = "yaml:\"availability\"",
         (gogoproto.customtype) = "github.com/cosmos/cosmos-sdk/types.Dec",
         (gogoproto.nullable)   = false
         ];
+
+    // Amount of time the provider is not synced (have the latest block) in milliseconds, range 0-inf, lower is better.
+    // Example: in ETH we have 15sec block time. So sync = 15000 means that the provider is one block
+    // behind the actual latest block.
     string sync = 3 [
         (gogoproto.moretags) = "yaml:\"sync\"",
         (gogoproto.customtype) = "github.com/cosmos/cosmos-sdk/types.Dec",

testutil/common/tester.go

@@ -1091,6 +1091,15 @@ func (ts *Tester) GetNextMonth(from time.Time) int64 {
 	return utils.NextMonth(from).UTC().Unix()
 }
 
+func (ts *Tester) BlockTimeDefault() time.Duration {
+	return ts.Keepers.Downtime.GetParams(ts.Ctx).DowntimeDuration
+}
+
+func (ts *Tester) EpochTimeDefault() time.Duration {
+	epochBlocks := ts.Keepers.Epochstorage.GetParams(ts.Ctx).EpochBlocks
+	return ts.BlockTimeDefault() * time.Duration(epochBlocks)
+}
+
 func (ts *Tester) AdvanceToBlock(block uint64) {
 	if block < ts.BlockHeight() {
 		panic("AdvanceToBlock: block in the past: " +

utils/convert.go

@@ -1,5 +1,13 @@
 package utils
 
+import "math"
+
+func SafeUint64ToInt64Convert(val uint64) int64 {
+	if val > math.MaxInt64 {
+		val = math.MaxInt64
+	}
+	return int64(val)
+}
 func Btof(b bool) float64 {
 	if b {
 		return 1

x/pairing/keeper/msg_server_relay_payment.go

@@ -170,6 +170,46 @@ func (k msgServer) RelayPayment(goCtx context.Context, msg *types.MsgRelayPaymen
 			k.handleBadgeCu(ctx, badgeData, relay.Provider, relay.CuSum, newBadgeTimerExpiry)
 		}
 
+		// update the reputation's epoch QoS score
+		// the excellece QoS report can be nil when the provider and consumer geolocations are not equal
+		if relay.QosExcellenceReport != nil {
+			sub, found := k.subscriptionKeeper.GetSubscription(ctx, project.Subscription)
+			if !found {
+				return nil, utils.LavaFormatError("RelayPayment: could not get cluster for reputation score update", fmt.Errorf("relay consumer's subscription not found"),
+					utils.LogAttr("consumer", clientAddr),
+					utils.LogAttr("project", project.Index),
+					utils.LogAttr("subscription", project.Subscription),
+					utils.LogAttr("chain", relay.SpecId),
+					utils.LogAttr("provider", relay.Provider),
+				)
+			}
+
+			syncFactor := k.ReputationLatencyOverSyncFactor(ctx)
+			score, err := relay.QosExcellenceReport.ComputeQosExcellenceForReputation(syncFactor)
+			if err != nil {
+				return nil, utils.LavaFormatWarning("RelayPayment: could not compute qos excellence score", err,
+					utils.LogAttr("consumer", clientAddr),
+					utils.LogAttr("chain", relay.SpecId),
+					utils.LogAttr("provider", relay.Provider),
+					utils.LogAttr("qos_excellence_report", relay.QosExcellenceReport.String()),
+					utils.LogAttr("sync_factor", syncFactor.String()),
+				)
+			}
+
+			stakeEntry, found := k.epochStorageKeeper.GetStakeEntryCurrent(ctx, relay.SpecId, relay.Provider)
+			if !found {
+				return nil, utils.LavaFormatWarning("RelayPayment: could not get stake entry for reputation", fmt.Errorf("stake entry not found"),
+					utils.LogAttr("consumer", clientAddr),
+					utils.LogAttr("chain", relay.SpecId),
+					utils.LogAttr("provider", relay.Provider),
+				)
+			}
+			effectiveStake := sdk.NewCoin(stakeEntry.Stake.Denom, stakeEntry.TotalStake())
+
+			// note the current weight used is by relay num. In the future, it might change
+			k.UpdateReputationEpochQosScore(ctx, relay.SpecId, sub.Cluster, relay.Provider, score, utils.SafeUint64ToInt64Convert(relay.RelayNum), effectiveStake)
+		}
+
 		// TODO: add support for spec changes
 		spec, found := k.specKeeper.GetSpec(ctx, relay.SpecId)
 		if !found || !spec.Enabled {

x/pairing/keeper/msg_server_relay_payment_test.go

@@ -1063,3 +1063,197 @@ func TestPairingCaching(t *testing.T) {
 		require.Equal(t, totalCU*3, sub.Sub.MonthCuTotal-sub.Sub.MonthCuLeft)
 	}
 }
+
+// TestUpdateReputationEpochQosScore tests the update of the reputation's epoch qos score
+// Scenarios:
+//  1. provider1 sends relay -> its reputation is updated (epoch score and time last updated),
+//     also, provider2 reputation is not updated
+func TestUpdateReputationEpochQosScore(t *testing.T) {
+	ts := newTester(t)
+	ts.setupForPayments(2, 1, 0) // 2 providers, 1 client, default providers-to-pair
+
+	consumerAcc, consumer := ts.GetAccount(common.CONSUMER, 0)
+	_, provider1 := ts.GetAccount(common.PROVIDER, 0)
+	_, provider2 := ts.GetAccount(common.PROVIDER, 1)
+	qos := &types.QualityOfServiceReport{
+		Latency:      sdk.ZeroDec(),
+		Availability: sdk.OneDec(),
+		Sync:         sdk.ZeroDec(),
+	}
+
+	res, err := ts.QuerySubscriptionCurrent(consumer)
+	require.NoError(t, err)
+	cluster := res.Sub.Cluster
+
+	// set default reputations for both providers. Advance epoch to change the current block time
+	ts.Keepers.Pairing.SetReputation(ts.Ctx, ts.spec.Index, cluster, provider1, types.NewReputation(ts.Ctx))
+	ts.Keepers.Pairing.SetReputation(ts.Ctx, ts.spec.Index, cluster, provider2, types.NewReputation(ts.Ctx))
+	ts.AdvanceEpoch()
+
+	// send relay payment msg from provider1
+	relaySession := ts.newRelaySession(provider1, 0, 100, ts.BlockHeight(), 1)
+	relaySession.QosExcellenceReport = qos
+	sig, err := sigs.Sign(consumerAcc.SK, *relaySession)
+	require.NoError(t, err)
+	relaySession.Sig = sig
+
+	payment := types.MsgRelayPayment{
+		Creator: provider1,
+		Relays:  []*types.RelaySession{relaySession},
+	}
+	ts.relayPaymentWithoutPay(payment, true)
+
+	// get both providers reputation: provider1 should have its epoch score and time last updated changed,
+	// provider2 should have nothing change from the default
+	r1, found := ts.Keepers.Pairing.GetReputation(ts.Ctx, ts.spec.Index, cluster, provider1)
+	require.True(t, found)
+	r2, found := ts.Keepers.Pairing.GetReputation(ts.Ctx, ts.spec.Index, cluster, provider2)
+	require.True(t, found)
+
+	require.Greater(t, r1.TimeLastUpdated, r2.TimeLastUpdated)
+	epochScore1, err := r1.EpochScore.Score.Resolve()
+	require.NoError(t, err)
+	epochScore2, err := r2.EpochScore.Score.Resolve()
+	require.NoError(t, err)
+	variance1, err := r1.EpochScore.Variance.Resolve()
+	require.NoError(t, err)
+	variance2, err := r2.EpochScore.Variance.Resolve()
+	require.NoError(t, err)
+	require.True(t, epochScore1.LT(epochScore2)) // score is lower because QoS is excellent
+	require.True(t, variance1.GT(variance2))     // variance is higher because the QoS is significantly differnet from DefaultQos
+
+	entry, found := ts.Keepers.Epochstorage.GetStakeEntryCurrent(ts.Ctx, ts.spec.Index, provider1)
+	require.True(t, found)
+	require.True(t, entry.Stake.IsEqual(r1.Stake))
+}
+
+// TestUpdateReputationEpochQosScoreTruncation tests the following scenarios:
+// 1. stabilization period has not passed -> no truncation
+// 2. stabilization period passed -> with truncation (score update is smaller than the first one)
+// note, this test works since we use a bad QoS report (compared to default) so we know that the score should
+// increase (which is considered worse)
+func TestUpdateReputationEpochQosScoreTruncation(t *testing.T) {
+	// these will be used to compare the score change with/without truncation
+	scoreUpdates := []sdk.Dec{}
+
+	// we set the stabilization period to 2 epochs time. Advancing one epoch means we won't truncate,
+	// advancing 3 means we will truncate.
+	epochsToAdvance := []uint64{1, 3}
+
+	for i := range epochsToAdvance {
+		ts := newTester(t)
+		ts.setupForPayments(1, 1, 0) // 1 provider, 1 client, default providers-to-pair
+
+		consumerAcc, consumer := ts.GetAccount(common.CONSUMER, 0)
+		_, provider1 := ts.GetAccount(common.PROVIDER, 0)
+		qos := &types.QualityOfServiceReport{
+			Latency:      sdk.NewDec(1000),
+			Availability: sdk.OneDec(),
+			Sync:         sdk.NewDec(1000),
+		}
+
+		resQCurrent, err := ts.QuerySubscriptionCurrent(consumer)
+		require.NoError(t, err)
+		cluster := resQCurrent.Sub.Cluster
+
+		// set stabilization period to be 2*epoch time
+		resQParams, err := ts.Keepers.Pairing.Params(ts.GoCtx, &types.QueryParamsRequest{})
+		require.NoError(t, err)
+		resQParams.Params.ReputationVarianceStabilizationPeriod = int64(ts.EpochTimeDefault().Seconds())
+		ts.Keepers.Pairing.SetParams(ts.Ctx, resQParams.Params)
+
+		// set default reputation
+		ts.Keepers.Pairing.SetReputation(ts.Ctx, ts.spec.Index, cluster, provider1, types.NewReputation(ts.Ctx))
+
+		// advance epochs
+		ts.AdvanceEpochs(epochsToAdvance[i])
+
+		// send relay payment msg from provider1
+		relaySession := ts.newRelaySession(provider1, 0, 100, ts.BlockHeight(), 1)
+		relaySession.QosExcellenceReport = qos
+		sig, err := sigs.Sign(consumerAcc.SK, *relaySession)
+		require.NoError(t, err)
+		relaySession.Sig = sig
+
+		payment := types.MsgRelayPayment{
+			Creator: provider1,
+			Relays:  []*types.RelaySession{relaySession},
+		}
+		ts.relayPaymentWithoutPay(payment, true)
+
+		// get update of epoch score
+		r, found := ts.Keepers.Pairing.GetReputation(ts.Ctx, ts.spec.Index, cluster, provider1)
+		require.True(t, found)
+		epochScoreNoTruncation, err := r.EpochScore.Score.Resolve()
+		require.NoError(t, err)
+		defaultEpochScore, err := types.ZeroQosScore.Score.Resolve()
+		require.NoError(t, err)
+		scoreUpdates = append(scoreUpdates, epochScoreNoTruncation.Sub(defaultEpochScore))
+	}
+
+	// require that the score update that was not truncated is larger than the one that was truncated
+	require.True(t, scoreUpdates[0].GT(scoreUpdates[1]))
+}
+
+// TestUpdateReputationEpochQosScoreTruncation tests the following scenario:
+// 1. relay num is the reputation update weight. More relays = bigger update
+func TestUpdateReputationEpochQosScoreRelayNumWeight(t *testing.T) {
+	// these will be used to compare the score change with high/low relay numbers
+	scoreUpdates := []sdk.Dec{}
+
+	// we set the stabilization period to 2 epochs time. Advancing one epoch means we won't truncate,
+	// advancing 3 means we will truncate.
+	relayNums := []uint64{100, 1}
+
+	for i := range relayNums {
+		ts := newTester(t)
+		ts.setupForPayments(1, 1, 0) // 1 provider, 1 client, default providers-to-pair
+
+		consumerAcc, consumer := ts.GetAccount(common.CONSUMER, 0)
+		_, provider1 := ts.GetAccount(common.PROVIDER, 0)
+		qos := &types.QualityOfServiceReport{
+			Latency:      sdk.NewDec(1000),
+			Availability: sdk.OneDec(),
+			Sync:         sdk.NewDec(1000),
+		}
+
+		resQCurrent, err := ts.QuerySubscriptionCurrent(consumer)
+		require.NoError(t, err)
+		cluster := resQCurrent.Sub.Cluster
+
+		// set stabilization period to be 2*epoch time to avoid truncation
+		resQParams, err := ts.Keepers.Pairing.Params(ts.GoCtx, &types.QueryParamsRequest{})
+		require.NoError(t, err)
+		resQParams.Params.ReputationVarianceStabilizationPeriod = int64(ts.EpochTimeDefault().Seconds())
+		ts.Keepers.Pairing.SetParams(ts.Ctx, resQParams.Params)
+
+		// set default reputation
+		ts.Keepers.Pairing.SetReputation(ts.Ctx, ts.spec.Index, cluster, provider1, types.NewReputation(ts.Ctx))
+		ts.AdvanceEpoch()
+
+		// send relay payment msg from provider1
+		relaySession := ts.newRelaySession(provider1, 0, 100, ts.BlockHeight(), relayNums[i])
+		relaySession.QosExcellenceReport = qos
+		sig, err := sigs.Sign(consumerAcc.SK, *relaySession)
+		require.NoError(t, err)
+		relaySession.Sig = sig
+
+		payment := types.MsgRelayPayment{
+			Creator: provider1,
+			Relays:  []*types.RelaySession{relaySession},
+		}
+		ts.relayPaymentWithoutPay(payment, true)
+
+		// get update of epoch score
+		r, found := ts.Keepers.Pairing.GetReputation(ts.Ctx, ts.spec.Index, cluster, provider1)
+		require.True(t, found)
+		epochScoreNoTruncation, err := r.EpochScore.Score.Resolve()
+		require.NoError(t, err)
+		defaultEpochScore, err := types.ZeroQosScore.Score.Resolve()
+		require.NoError(t, err)
+		scoreUpdates = append(scoreUpdates, epochScoreNoTruncation.Sub(defaultEpochScore))
+	}
+
+	// require that the score update that was with 1000 relay num is larger than the one with one relay num
+	require.True(t, scoreUpdates[0].GT(scoreUpdates[1]))
+}

x/pairing/keeper/reputation.go

@@ -92,6 +92,32 @@ func (k Keeper) GetAllReputation(ctx sdk.Context) []types.ReputationGenesis {
 	return entries
 }
 
+// UpdateReputationEpochQosScore updates the epoch QoS score of the provider's reputation using the score from the relay
+// payment's QoS excellence report
+func (k Keeper) UpdateReputationEpochQosScore(ctx sdk.Context, chainID string, cluster string, provider string, score math.LegacyDec, weight int64, stake sdk.Coin) {
+	// get current reputation and get parameters for the epoch score update
+	r, found := k.GetReputation(ctx, chainID, cluster, provider)
+	truncate := false
+	if found {
+		stabilizationPeriod := k.ReputationVarianceStabilizationPeriod(ctx)
+		if r.ShouldTruncate(stabilizationPeriod, ctx.BlockTime().UTC().Unix()) {
+			truncate = true
+		}
+	} else {
+		// new reputation score is not truncated and its decay factor is equal to 1
+		r = types.NewReputation(ctx)
+	}
+
+	// calculate the updated QoS epoch score
+	updatedEpochScore := r.EpochScore.Update(score, truncate, weight)
+
+	// update the reputation and set
+	r.EpochScore = updatedEpochScore
+	r.TimeLastUpdated = ctx.BlockTime().UTC().Unix()
+	r.Stake = stake
+	k.SetReputation(ctx, chainID, cluster, provider, r)
+}
+
 // GetReputationScore returns the current reputation pairing score
 func (k Keeper) GetReputationScore(ctx sdk.Context, chainID string, cluster string, provider string) (val math.LegacyDec, found bool) {
 	block := uint64(ctx.BlockHeight())

x/pairing/types/QualityOfServiceReport.go

@@ -3,7 +3,9 @@ package types
 import (
 	"fmt"
 
+	"cosmossdk.io/math"
 	sdk "github.com/cosmos/cosmos-sdk/types"
+	"github.com/lavanet/lava/v4/utils"
 )
 
 func (qos *QualityOfServiceReport) ComputeQoS() (sdk.Dec, error) {
@@ -24,3 +26,27 @@ func (qos *QualityOfServiceReport) ComputeQoSExcellence() (sdk.Dec, error) {
 	}
 	return qos.Availability.Quo(qos.Sync).Quo(qos.Latency).ApproxRoot(3)
 }
+
+// ComputeQosExcellenceForReputation computes the score from the QoS excellence report to update the provider's reputation
+// report score = latency + sync*syncFactor + ((1/availability) - 1) * FailureCost (note: larger value is worse)
+func (qos QualityOfServiceReport) ComputeQosExcellenceForReputation(syncFactor math.LegacyDec) (math.LegacyDec, error) {
+	if qos.Availability.LT(sdk.ZeroDec()) ||
+		qos.Latency.LT(sdk.ZeroDec()) ||
+		qos.Sync.LT(sdk.ZeroDec()) || syncFactor.LT(sdk.ZeroDec()) {
+		return sdk.ZeroDec(), utils.LavaFormatWarning("ComputeQosExcellenceForReputation: compute failed", fmt.Errorf("QoS excellence scores is below 0"),
+			utils.LogAttr("availability", qos.Availability.String()),
+			utils.LogAttr("sync", qos.Sync.String()),
+			utils.LogAttr("latency", qos.Latency.String()),
+		)
+	}
+
+	latency := qos.Latency
+	sync := qos.Sync.Mul(syncFactor)
+	availability := math.LegacyNewDec(FailureCost)
+	if !qos.Availability.IsZero() {
+		availability = availability.Mul((math.LegacyOneDec().Quo(qos.Availability)).Sub(math.LegacyOneDec()))
+	} else {
+		availability = math.LegacyMaxSortableDec.QuoInt64(2) // on qs.Availability = 0 we take the largest score possible
+	}
+	return latency.Add(sync).Add(availability), nil
+}