454 lines
12 KiB
Go
454 lines
12 KiB
Go
package pubsub
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import (
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"context"
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"fmt"
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"math/rand"
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"sort"
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"sync"
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"time"
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"github.com/libp2p/go-libp2p/core/host"
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"github.com/libp2p/go-libp2p/core/network"
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"github.com/libp2p/go-libp2p/core/peer"
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"github.com/libp2p/go-libp2p/core/protocol"
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manet "github.com/multiformats/go-multiaddr/net"
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)
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var (
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DefaultPeerGaterRetainStats = 6 * time.Hour
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DefaultPeerGaterQuiet = time.Minute
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DefaultPeerGaterDuplicateWeight = 0.125
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DefaultPeerGaterIgnoreWeight = 1.0
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DefaultPeerGaterRejectWeight = 16.0
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DefaultPeerGaterThreshold = 0.33
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DefaultPeerGaterGlobalDecay = ScoreParameterDecay(2 * time.Minute)
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DefaultPeerGaterSourceDecay = ScoreParameterDecay(time.Hour)
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)
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// PeerGaterParams groups together parameters that control the operation of the peer gater
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type PeerGaterParams struct {
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// when the ratio of throttled/validated messages exceeds this threshold, the gater turns on
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Threshold float64
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// (linear) decay parameter for gater counters
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GlobalDecay float64 // global counter decay
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SourceDecay float64 // per IP counter decay
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// decay interval
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DecayInterval time.Duration
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// counter zeroing threshold
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DecayToZero float64
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// how long to retain stats
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RetainStats time.Duration
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// quiet interval before turning off the gater; if there are no validation throttle events
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// for this interval, the gater turns off
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Quiet time.Duration
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// weight of duplicate message deliveries
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DuplicateWeight float64
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// weight of ignored messages
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IgnoreWeight float64
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// weight of rejected messages
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RejectWeight float64
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// priority topic delivery weights
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TopicDeliveryWeights map[string]float64
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}
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func (p *PeerGaterParams) validate() error {
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if p.Threshold <= 0 {
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return fmt.Errorf("invalid Threshold; must be > 0")
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}
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if p.GlobalDecay <= 0 || p.GlobalDecay >= 1 {
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return fmt.Errorf("invalid GlobalDecay; must be between 0 and 1")
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}
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if p.SourceDecay <= 0 || p.SourceDecay >= 1 {
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return fmt.Errorf("invalid SourceDecay; must be between 0 and 1")
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}
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if p.DecayInterval < time.Second {
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return fmt.Errorf("invalid DecayInterval; must be at least 1s")
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}
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if p.DecayToZero <= 0 || p.DecayToZero >= 1 {
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return fmt.Errorf("invalid DecayToZero; must be between 0 and 1")
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}
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// no need to check stats retention; a value of 0 means we don't retain stats
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if p.Quiet < time.Second {
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return fmt.Errorf("invalud Quiet interval; must be at least 1s")
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}
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if p.DuplicateWeight <= 0 {
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return fmt.Errorf("invalid DuplicateWeight; must be > 0")
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}
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if p.IgnoreWeight < 1 {
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return fmt.Errorf("invalid IgnoreWeight; must be >= 1")
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}
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if p.RejectWeight < 1 {
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return fmt.Errorf("invalud RejectWeight; must be >= 1")
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}
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return nil
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}
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// WithTopicDeliveryWeights is a fluid setter for the priority topic delivery weights
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func (p *PeerGaterParams) WithTopicDeliveryWeights(w map[string]float64) *PeerGaterParams {
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p.TopicDeliveryWeights = w
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return p
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}
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// NewPeerGaterParams creates a new PeerGaterParams struct, using the specified threshold and decay
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// parameters and default values for all other parameters.
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func NewPeerGaterParams(threshold, globalDecay, sourceDecay float64) *PeerGaterParams {
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return &PeerGaterParams{
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Threshold: threshold,
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GlobalDecay: globalDecay,
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SourceDecay: sourceDecay,
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DecayToZero: DefaultDecayToZero,
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DecayInterval: DefaultDecayInterval,
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RetainStats: DefaultPeerGaterRetainStats,
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Quiet: DefaultPeerGaterQuiet,
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DuplicateWeight: DefaultPeerGaterDuplicateWeight,
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IgnoreWeight: DefaultPeerGaterIgnoreWeight,
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RejectWeight: DefaultPeerGaterRejectWeight,
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}
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}
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// DefaultPeerGaterParams creates a new PeerGaterParams struct using default values
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func DefaultPeerGaterParams() *PeerGaterParams {
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return NewPeerGaterParams(DefaultPeerGaterThreshold, DefaultPeerGaterGlobalDecay, DefaultPeerGaterSourceDecay)
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}
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// the gater object.
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type peerGater struct {
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sync.Mutex
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host host.Host
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// gater parameters
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params *PeerGaterParams
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// counters
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validate, throttle float64
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// time of last validation throttle
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lastThrottle time.Time
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// stats per peer.ID -- multiple peer IDs may share the same stats object if they are
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// colocated in the same IP
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peerStats map[peer.ID]*peerGaterStats
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// stats per IP
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ipStats map[string]*peerGaterStats
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// for unit tests
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getIP func(peer.ID) string
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}
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type peerGaterStats struct {
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// number of connected peer IDs mapped to this stat object
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connected int
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// stats expiration time -- only valid if connected = 0
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expire time.Time
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// counters
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deliver, duplicate, ignore, reject float64
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}
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// WithPeerGater is a gossipsub router option that enables reactive validation queue
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// management.
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// The Gater is activated if the ratio of throttled/validated messages exceeds the specified
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// threshold.
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// Once active, the Gater probabilistically throttles peers _before_ they enter the validation
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// queue, performing Random Early Drop.
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// The throttle decision is randomized, with the probability of allowing messages to enter the
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// validation queue controlled by the statistical observations of the performance of all peers
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// in the IP address of the gated peer.
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// The Gater deactivates if there is no validation throttlinc occurring for the specified quiet
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// interval.
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func WithPeerGater(params *PeerGaterParams) Option {
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return func(ps *PubSub) error {
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gs, ok := ps.rt.(*GossipSubRouter)
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if !ok {
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return fmt.Errorf("pubsub router is not gossipsub")
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}
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err := params.validate()
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if err != nil {
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return err
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}
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gs.gate = newPeerGater(ps.ctx, ps.host, params)
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// hook the tracer
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if ps.tracer != nil {
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ps.tracer.raw = append(ps.tracer.raw, gs.gate)
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} else {
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ps.tracer = &pubsubTracer{
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raw: []RawTracer{gs.gate},
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pid: ps.host.ID(),
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idGen: ps.idGen,
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}
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}
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return nil
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}
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}
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func newPeerGater(ctx context.Context, host host.Host, params *PeerGaterParams) *peerGater {
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pg := &peerGater{
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params: params,
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peerStats: make(map[peer.ID]*peerGaterStats),
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ipStats: make(map[string]*peerGaterStats),
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host: host,
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}
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go pg.background(ctx)
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return pg
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}
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func (pg *peerGater) background(ctx context.Context) {
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tick := time.NewTicker(pg.params.DecayInterval)
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defer tick.Stop()
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for {
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select {
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case <-tick.C:
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pg.decayStats()
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case <-ctx.Done():
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return
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}
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}
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}
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func (pg *peerGater) decayStats() {
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pg.Lock()
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defer pg.Unlock()
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pg.validate *= pg.params.GlobalDecay
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if pg.validate < pg.params.DecayToZero {
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pg.validate = 0
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}
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pg.throttle *= pg.params.GlobalDecay
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if pg.throttle < pg.params.DecayToZero {
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pg.throttle = 0
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}
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now := time.Now()
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for ip, st := range pg.ipStats {
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if st.connected > 0 {
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st.deliver *= pg.params.SourceDecay
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if st.deliver < pg.params.DecayToZero {
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st.deliver = 0
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}
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st.duplicate *= pg.params.SourceDecay
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if st.duplicate < pg.params.DecayToZero {
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st.duplicate = 0
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}
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st.ignore *= pg.params.SourceDecay
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if st.ignore < pg.params.DecayToZero {
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st.ignore = 0
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}
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st.reject *= pg.params.SourceDecay
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if st.reject < pg.params.DecayToZero {
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st.reject = 0
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}
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} else if st.expire.Before(now) {
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delete(pg.ipStats, ip)
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}
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}
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}
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func (pg *peerGater) getPeerStats(p peer.ID) *peerGaterStats {
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st, ok := pg.peerStats[p]
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if !ok {
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st = pg.getIPStats(p)
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pg.peerStats[p] = st
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}
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return st
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}
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func (pg *peerGater) getIPStats(p peer.ID) *peerGaterStats {
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ip := pg.getPeerIP(p)
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st, ok := pg.ipStats[ip]
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if !ok {
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st = &peerGaterStats{}
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pg.ipStats[ip] = st
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}
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return st
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}
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func (pg *peerGater) getPeerIP(p peer.ID) string {
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if pg.getIP != nil {
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return pg.getIP(p)
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}
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connToIP := func(c network.Conn) string {
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remote := c.RemoteMultiaddr()
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ip, err := manet.ToIP(remote)
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if err != nil {
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log.Warnf("error determining IP for remote peer in %s: %s", remote, err)
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return "<unknown>"
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}
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return ip.String()
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}
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conns := pg.host.Network().ConnsToPeer(p)
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switch len(conns) {
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case 0:
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return "<unknown>"
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case 1:
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return connToIP(conns[0])
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default:
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// we have multiple connections -- order by number of streams and use the one with the
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// most streams; it's a nightmare to track multiple IPs per peer, so pick the best one.
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streams := make(map[string]int)
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for _, c := range conns {
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if c.Stat().Transient {
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// ignore transient
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continue
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}
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streams[c.ID()] = len(c.GetStreams())
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}
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sort.Slice(conns, func(i, j int) bool {
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return streams[conns[i].ID()] > streams[conns[j].ID()]
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})
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return connToIP(conns[0])
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}
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}
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// router interface
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func (pg *peerGater) AcceptFrom(p peer.ID) AcceptStatus {
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if pg == nil {
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return AcceptAll
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}
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pg.Lock()
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defer pg.Unlock()
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// check the quiet period; if the validation queue has not throttled for more than the Quiet
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// interval, we turn off the circuit breaker and accept.
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if time.Since(pg.lastThrottle) > pg.params.Quiet {
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return AcceptAll
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}
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// no throttle events -- or they have decayed; accept.
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if pg.throttle == 0 {
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return AcceptAll
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}
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// check the throttle/validate ration; if it is below threshold we accept.
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if pg.validate != 0 && pg.throttle/pg.validate < pg.params.Threshold {
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return AcceptAll
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}
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st := pg.getPeerStats(p)
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// compute the goodput of the peer; the denominator is the weighted mix of message counters
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total := st.deliver + pg.params.DuplicateWeight*st.duplicate + pg.params.IgnoreWeight*st.ignore + pg.params.RejectWeight*st.reject
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if total == 0 {
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return AcceptAll
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}
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// we make a randomized decision based on the goodput of the peer.
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// the probabiity is biased by adding 1 to the delivery counter so that we don't unconditionally
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// throttle in the first negative event; it also ensures that a peer always has a chance of being
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// accepted; this is not a sinkhole/blacklist.
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threshold := (1 + st.deliver) / (1 + total)
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if rand.Float64() < threshold {
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return AcceptAll
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}
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log.Debugf("throttling peer %s with threshold %f", p, threshold)
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return AcceptControl
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}
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// -- RawTracer interface methods
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var _ RawTracer = (*peerGater)(nil)
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// tracer interface
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func (pg *peerGater) AddPeer(p peer.ID, proto protocol.ID) {
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pg.Lock()
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defer pg.Unlock()
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st := pg.getPeerStats(p)
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st.connected++
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}
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func (pg *peerGater) RemovePeer(p peer.ID) {
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pg.Lock()
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defer pg.Unlock()
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st := pg.getPeerStats(p)
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st.connected--
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st.expire = time.Now().Add(pg.params.RetainStats)
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delete(pg.peerStats, p)
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}
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func (pg *peerGater) Join(topic string) {}
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func (pg *peerGater) Leave(topic string) {}
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func (pg *peerGater) Graft(p peer.ID, topic string) {}
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func (pg *peerGater) Prune(p peer.ID, topic string) {}
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func (pg *peerGater) ValidateMessage(msg *Message) {
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pg.Lock()
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defer pg.Unlock()
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pg.validate++
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}
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func (pg *peerGater) DeliverMessage(msg *Message) {
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pg.Lock()
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defer pg.Unlock()
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st := pg.getPeerStats(msg.ReceivedFrom)
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topic := msg.GetTopic()
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weight := pg.params.TopicDeliveryWeights[topic]
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if weight == 0 {
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weight = 1
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}
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st.deliver += weight
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}
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func (pg *peerGater) RejectMessage(msg *Message, reason string) {
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pg.Lock()
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defer pg.Unlock()
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switch reason {
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case RejectValidationQueueFull:
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fallthrough
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case RejectValidationThrottled:
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pg.lastThrottle = time.Now()
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pg.throttle++
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case RejectValidationIgnored:
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st := pg.getPeerStats(msg.ReceivedFrom)
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st.ignore++
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default:
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st := pg.getPeerStats(msg.ReceivedFrom)
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st.reject++
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}
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}
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func (pg *peerGater) DuplicateMessage(msg *Message) {
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pg.Lock()
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defer pg.Unlock()
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st := pg.getPeerStats(msg.ReceivedFrom)
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st.duplicate++
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}
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func (pg *peerGater) ThrottlePeer(p peer.ID) {}
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func (pg *peerGater) RecvRPC(rpc *RPC) {}
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func (pg *peerGater) SendRPC(rpc *RPC, p peer.ID) {}
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func (pg *peerGater) DropRPC(rpc *RPC, p peer.ID) {}
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func (pg *peerGater) UndeliverableMessage(msg *Message) {}
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