# Nim-LibP2P # Copyright (c) 2022 Status Research & Development GmbH # Licensed under either of # * Apache License, version 2.0, ([LICENSE-APACHE](LICENSE-APACHE)) # * MIT license ([LICENSE-MIT](LICENSE-MIT)) # at your option. # This file may not be copied, modified, or distributed except according to # those terms. when (NimMajor, NimMinor) < (1, 4): {.push raises: [Defect].} else: {.push raises: [].} import std/[tables, sets, options] import chronos, chronicles, metrics import "."/[types] import ".."/[pubsubpeer] import "../../.."/[peerid, multiaddress, utility, switch, utils/heartbeat] declareGauge(libp2p_gossipsub_peers_scores, "the scores of the peers in gossipsub", labels = ["agent"]) declareCounter(libp2p_gossipsub_bad_score_disconnection, "the number of peers disconnected by gossipsub", labels = ["agent"]) declareGauge(libp2p_gossipsub_peers_score_firstMessageDeliveries, "Detailed gossipsub scoring metric", labels = ["agent"]) declareGauge(libp2p_gossipsub_peers_score_meshMessageDeliveries, "Detailed gossipsub scoring metric", labels = ["agent"]) declareGauge(libp2p_gossipsub_peers_score_meshFailurePenalty, "Detailed gossipsub scoring metric", labels = ["agent"]) declareGauge(libp2p_gossipsub_peers_score_invalidMessageDeliveries, "Detailed gossipsub scoring metric", labels = ["agent"]) declareGauge(libp2p_gossipsub_peers_score_appScore, "Detailed gossipsub scoring metric", labels = ["agent"]) declareGauge(libp2p_gossipsub_peers_score_behaviourPenalty, "Detailed gossipsub scoring metric", labels = ["agent"]) declareGauge(libp2p_gossipsub_peers_score_colocationFactor, "Detailed gossipsub scoring metric", labels = ["agent"]) proc init*(_: type[TopicParams]): TopicParams = TopicParams( topicWeight: 0.0, # disabled by default timeInMeshWeight: 0.01, timeInMeshQuantum: 1.seconds, timeInMeshCap: 10.0, firstMessageDeliveriesWeight: 1.0, firstMessageDeliveriesDecay: 0.5, firstMessageDeliveriesCap: 10.0, meshMessageDeliveriesWeight: -1.0, meshMessageDeliveriesDecay: 0.5, meshMessageDeliveriesCap: 10, meshMessageDeliveriesThreshold: 1, meshMessageDeliveriesWindow: 5.milliseconds, meshMessageDeliveriesActivation: 10.seconds, meshFailurePenaltyWeight: -1.0, meshFailurePenaltyDecay: 0.5, invalidMessageDeliveriesWeight: -1.0, invalidMessageDeliveriesDecay: 0.5 ) proc withPeerStats*( g: GossipSub, peerId: PeerId, action: proc (stats: var PeerStats) {.gcsafe, raises: [Defect].}) = ## Add or update peer statistics for a particular peer id - the statistics ## are retained across multiple connections until they expire g.peerStats.withValue(peerId, stats) do: action(stats[]) do: action(g.peerStats.mgetOrPut(peerId, PeerStats( expire: Moment.now() + g.parameters.retainScore ))) func `/`(a, b: Duration): float64 = let fa = float64(a.nanoseconds) fb = float64(b.nanoseconds) fa / fb func byScore*(x,y: PubSubPeer): int = system.cmp(x.score, y.score) proc colocationFactor(g: GossipSub, peer: PubSubPeer): float64 = if peer.address.isNone(): 0.0 else: let address = peer.address.get() g.peersInIP.mgetOrPut(address, initHashSet[PeerId]()).incl(peer.peerId) let ipPeers = g.peersInIP.getOrDefault(address).len().float64 if ipPeers > g.parameters.ipColocationFactorThreshold: trace "colocationFactor over threshold", peer, address, ipPeers let over = ipPeers - g.parameters.ipColocationFactorThreshold over * over else: 0.0 {.pop.} proc disconnectPeer(g: GossipSub, peer: PubSubPeer) {.async.} = let agent = when defined(libp2p_agents_metrics): if peer.shortAgent.len > 0: peer.shortAgent else: "unknown" else: "unknown" libp2p_gossipsub_bad_score_disconnection.inc(labelValues = [agent]) try: await g.switch.disconnect(peer.peerId) except CatchableError as exc: # Never cancelled trace "Failed to close connection", peer, error = exc.name, msg = exc.msg proc updateScores*(g: GossipSub) = # avoid async ## https://github.com/libp2p/specs/blob/master/pubsub/gossipsub/gossipsub-v1.1.md#the-score-function ## trace "updating scores", peers = g.peers.len let now = Moment.now() var evicting: seq[PeerId] for peerId, stats in g.peerStats.mpairs: let peer = g.peers.getOrDefault(peerId) if isNil(peer) or not(peer.connected): if now > stats.expire: evicting.add(peerId) trace "evicted peer from memory", peer = peerId continue trace "updating peer score", peer var n_topics = 0 is_grafted = 0 score = 0.0 # Per topic for topic, topicParams in g.topicParams: var info = stats.topicInfos.getOrDefault(topic) inc n_topics # if weight is 0.0 avoid wasting time if topicParams.topicWeight != 0.0: # Scoring var topicScore = 0'f64 if info.inMesh: inc is_grafted info.meshTime = now - info.graftTime if info.meshTime > topicParams.meshMessageDeliveriesActivation: info.meshMessageDeliveriesActive = true var p1 = info.meshTime / topicParams.timeInMeshQuantum if p1 > topicParams.timeInMeshCap: p1 = topicParams.timeInMeshCap trace "p1", peer, p1, topic, topicScore topicScore += p1 * topicParams.timeInMeshWeight else: info.meshMessageDeliveriesActive = false topicScore += info.firstMessageDeliveries * topicParams.firstMessageDeliveriesWeight trace "p2", peer, p2 = info.firstMessageDeliveries, topic, topicScore if info.meshMessageDeliveriesActive: if info.meshMessageDeliveries < topicParams.meshMessageDeliveriesThreshold: let deficit = topicParams.meshMessageDeliveriesThreshold - info.meshMessageDeliveries let p3 = deficit * deficit trace "p3", peer, p3, topic, topicScore topicScore += p3 * topicParams.meshMessageDeliveriesWeight topicScore += info.meshFailurePenalty * topicParams.meshFailurePenaltyWeight trace "p3b", peer, p3b = info.meshFailurePenalty, topic, topicScore topicScore += info.invalidMessageDeliveries * info.invalidMessageDeliveries * topicParams.invalidMessageDeliveriesWeight trace "p4", p4 = info.invalidMessageDeliveries * info.invalidMessageDeliveries, topic, topicScore trace "updated peer topic's scores", peer, topic, info, topicScore score += topicScore * topicParams.topicWeight # Score metrics let agent = when defined(libp2p_agents_metrics): if peer.shortAgent.len > 0: peer.shortAgent else: "unknown" else: "unknown" libp2p_gossipsub_peers_score_firstMessageDeliveries.inc(info.firstMessageDeliveries, labelValues = [agent]) libp2p_gossipsub_peers_score_meshMessageDeliveries.inc(info.meshMessageDeliveries, labelValues = [agent]) libp2p_gossipsub_peers_score_meshFailurePenalty.inc(info.meshFailurePenalty, labelValues = [agent]) libp2p_gossipsub_peers_score_invalidMessageDeliveries.inc(info.invalidMessageDeliveries, labelValues = [agent]) # Score decay info.firstMessageDeliveries *= topicParams.firstMessageDeliveriesDecay if info.firstMessageDeliveries < g.parameters.decayToZero: info.firstMessageDeliveries = 0 info.meshMessageDeliveries *= topicParams.meshMessageDeliveriesDecay if info.meshMessageDeliveries < g.parameters.decayToZero: info.meshMessageDeliveries = 0 info.meshFailurePenalty *= topicParams.meshFailurePenaltyDecay if info.meshFailurePenalty < g.parameters.decayToZero: info.meshFailurePenalty = 0 info.invalidMessageDeliveries *= topicParams.invalidMessageDeliveriesDecay if info.invalidMessageDeliveries < g.parameters.decayToZero: info.invalidMessageDeliveries = 0 # Wrap up # commit our changes, mgetOrPut does NOT work as wanted with value types (lent?) stats.topicInfos[topic] = info score += peer.appScore * g.parameters.appSpecificWeight # The value of the parameter is the square of the counter and is mixed with a negative weight. score += peer.behaviourPenalty * peer.behaviourPenalty * g.parameters.behaviourPenaltyWeight let colocationFactor = g.colocationFactor(peer) score += colocationFactor * g.parameters.ipColocationFactorWeight # Score metrics let agent = when defined(libp2p_agents_metrics): if peer.shortAgent.len > 0: peer.shortAgent else: "unknown" else: "unknown" libp2p_gossipsub_peers_score_appScore.inc(peer.appScore, labelValues = [agent]) libp2p_gossipsub_peers_score_behaviourPenalty.inc(peer.behaviourPenalty, labelValues = [agent]) libp2p_gossipsub_peers_score_colocationFactor.inc(colocationFactor, labelValues = [agent]) # decay behaviourPenalty peer.behaviourPenalty *= g.parameters.behaviourPenaltyDecay if peer.behaviourPenalty < g.parameters.decayToZero: peer.behaviourPenalty = 0 peer.score = score # copy into stats the score to keep until expired stats.score = peer.score stats.appScore = peer.appScore stats.behaviourPenalty = peer.behaviourPenalty stats.expire = now + g.parameters.retainScore # refresh expiration trace "updated peer's score", peer, score = peer.score, n_topics, is_grafted if g.parameters.disconnectBadPeers and stats.score < g.parameters.graylistThreshold and peer.peerId notin g.parameters.directPeers: debug "disconnecting bad score peer", peer, score = peer.score asyncSpawn(try: g.disconnectPeer(peer) except Exception as exc: raiseAssert exc.msg) libp2p_gossipsub_peers_scores.inc(peer.score, labelValues = [agent]) for peer in evicting: g.peerStats.del(peer) trace "updated scores", peers = g.peers.len proc scoringHeartbeat*(g: GossipSub) {.async.} = heartbeat "Gossipsub scoring", g.parameters.decayInterval: trace "running scoring heartbeat", instance = cast[int](g) g.updateScores() proc punishInvalidMessage*(g: GossipSub, peer: PubSubPeer, topics: seq[string]) = for tt in topics: let t = tt if t notin g.topics: continue let tt = t # update stats g.withPeerStats(peer.peerId) do (stats: var PeerStats): stats.topicInfos.mgetOrPut(tt, TopicInfo()).invalidMessageDeliveries += 1 proc addCapped*[T](stat: var T, diff, cap: T) = stat += min(diff, cap - stat) proc rewardDelivered*( g: GossipSub, peer: PubSubPeer, topics: openArray[string], first: bool, delay = ZeroDuration) = for tt in topics: let t = tt if t notin g.topics: continue let tt = t let topicParams = g.topicParams.mgetOrPut(t, TopicParams.init()) # if in mesh add more delivery score if delay > topicParams.meshMessageDeliveriesWindow: # Too old continue g.withPeerStats(peer.peerId) do (stats: var PeerStats): stats.topicInfos.withValue(tt, tstats): if tstats[].inMesh: if first: tstats[].firstMessageDeliveries.addCapped( 1, topicParams.firstMessageDeliveriesCap) tstats[].meshMessageDeliveries.addCapped( 1, topicParams.meshMessageDeliveriesCap) do: # make sure we don't loose this information stats.topicInfos[tt] = TopicInfo(meshMessageDeliveries: 1)