// This file is Copyright its original authors, visible in version control // history. // // This file is licensed under the Apache License, Version 2.0 or the MIT license // , at your option. // You may not use this file except in accordance with one or both of these // licenses. //! Utilities for scoring payment channels. //! //! [`Scorer`] may be given to [`find_route`] to score payment channels during path finding when a //! custom [`routing::Score`] implementation is not needed. //! //! # Example //! //! ``` //! # extern crate secp256k1; //! # //! # use lightning::routing::network_graph::NetworkGraph; //! # use lightning::routing::router::{RouteParameters, find_route}; //! # use lightning::routing::scorer::{Scorer, ScoringParameters}; //! # use lightning::util::logger::{Logger, Record}; //! # use secp256k1::key::PublicKey; //! # //! # struct FakeLogger {}; //! # impl Logger for FakeLogger { //! # fn log(&self, record: &Record) { unimplemented!() } //! # } //! # fn find_scored_route(payer: PublicKey, params: RouteParameters, network_graph: NetworkGraph) { //! # let logger = FakeLogger {}; //! # //! // Use the default channel penalties. //! let scorer = Scorer::default(); //! //! // Or use custom channel penalties. //! let scorer = Scorer::new(ScoringParameters { //! base_penalty_msat: 1000, //! failure_penalty_msat: 2 * 1024 * 1000, //! ..ScoringParameters::default() //! }); //! //! let route = find_route(&payer, ¶ms, &network_graph, None, &logger, &scorer); //! # } //! ``` //! //! # Note //! //! If persisting [`Scorer`], it must be restored using the same [`Time`] parameterization. Using a //! different type results in undefined behavior. Specifically, persisting when built with feature //! `no-std` and restoring without it, or vice versa, uses different types and thus is undefined. //! //! [`find_route`]: crate::routing::router::find_route use routing; use ln::msgs::DecodeError; use routing::network_graph::NodeId; use routing::router::RouteHop; use util::ser::{Readable, Writeable, Writer}; use prelude::*; use core::ops::Sub; use core::time::Duration; use io::{self, Read}; /// [`routing::Score`] implementation that provides reasonable default behavior. /// /// Used to apply a fixed penalty to each channel, thus avoiding long paths when shorter paths with /// slightly higher fees are available. Will further penalize channels that fail to relay payments. /// /// See [module-level documentation] for usage. /// /// [module-level documentation]: crate::routing::scorer pub type Scorer = ScorerUsingTime::; /// Time used by [`Scorer`]. #[cfg(not(feature = "no-std"))] pub type DefaultTime = std::time::Instant; /// Time used by [`Scorer`]. #[cfg(feature = "no-std")] pub type DefaultTime = Eternity; /// [`routing::Score`] implementation parameterized by [`Time`]. /// /// See [`Scorer`] for details. /// /// # Note /// /// Mixing [`Time`] types between serialization and deserialization results in undefined behavior. pub struct ScorerUsingTime { params: ScoringParameters, // TODO: Remove entries of closed channels. channel_failures: HashMap>, } /// Parameters for configuring [`Scorer`]. pub struct ScoringParameters { /// A fixed penalty in msats to apply to each channel. pub base_penalty_msat: u64, /// A penalty in msats to apply to a channel upon failing to relay a payment. /// /// This accumulates for each failure but may be reduced over time based on /// [`failure_penalty_half_life`]. /// /// [`failure_penalty_half_life`]: Self::failure_penalty_half_life pub failure_penalty_msat: u64, /// The time required to elapse before any accumulated [`failure_penalty_msat`] penalties are /// cut in half. /// /// # Note /// /// When time is an [`Eternity`], as is default when enabling feature `no-std`, it will never /// elapse. Therefore, this penalty will never decay. /// /// [`failure_penalty_msat`]: Self::failure_penalty_msat pub failure_penalty_half_life: Duration, } impl_writeable_tlv_based!(ScoringParameters, { (0, base_penalty_msat, required), (2, failure_penalty_msat, required), (4, failure_penalty_half_life, required), }); /// Accounting for penalties against a channel for failing to relay any payments. /// /// Penalties decay over time, though accumulate as more failures occur. struct ChannelFailure { /// Accumulated penalty in msats for the channel as of `last_failed`. undecayed_penalty_msat: u64, /// Last time the channel failed. Used to decay `undecayed_penalty_msat`. last_failed: T, } /// A measurement of time. pub trait Time: Sub where Self: Sized { /// Returns an instance corresponding to the current moment. fn now() -> Self; /// Returns the amount of time elapsed since `self` was created. fn elapsed(&self) -> Duration; /// Returns the amount of time passed since the beginning of [`Time`]. /// /// Used during (de-)serialization. fn duration_since_epoch() -> Duration; } impl ScorerUsingTime { /// Creates a new scorer using the given scoring parameters. pub fn new(params: ScoringParameters) -> Self { Self { params, channel_failures: HashMap::new(), } } /// Creates a new scorer using `penalty_msat` as a fixed channel penalty. #[cfg(any(test, feature = "fuzztarget", feature = "_test_utils"))] pub fn with_fixed_penalty(penalty_msat: u64) -> Self { Self::new(ScoringParameters { base_penalty_msat: penalty_msat, failure_penalty_msat: 0, failure_penalty_half_life: Duration::from_secs(0), }) } } impl ChannelFailure { fn new(failure_penalty_msat: u64) -> Self { Self { undecayed_penalty_msat: failure_penalty_msat, last_failed: T::now(), } } fn add_penalty(&mut self, failure_penalty_msat: u64, half_life: Duration) { self.undecayed_penalty_msat = self.decayed_penalty_msat(half_life) + failure_penalty_msat; self.last_failed = T::now(); } fn decayed_penalty_msat(&self, half_life: Duration) -> u64 { let decays = self.last_failed.elapsed().as_secs().checked_div(half_life.as_secs()); match decays { Some(decays) => self.undecayed_penalty_msat >> decays, None => 0, } } } impl Default for ScorerUsingTime { fn default() -> Self { Self::new(ScoringParameters::default()) } } impl Default for ScoringParameters { fn default() -> Self { Self { base_penalty_msat: 500, failure_penalty_msat: 1024 * 1000, failure_penalty_half_life: Duration::from_secs(3600), } } } impl routing::Score for ScorerUsingTime { fn channel_penalty_msat( &self, short_channel_id: u64, _send_amt_msat: u64, _chan_capacity_msat: Option, _source: &NodeId, _target: &NodeId ) -> u64 { let failure_penalty_msat = self.channel_failures .get(&short_channel_id) .map_or(0, |value| value.decayed_penalty_msat(self.params.failure_penalty_half_life)); self.params.base_penalty_msat + failure_penalty_msat } fn payment_path_failed(&mut self, _path: &[&RouteHop], short_channel_id: u64) { let failure_penalty_msat = self.params.failure_penalty_msat; let half_life = self.params.failure_penalty_half_life; self.channel_failures .entry(short_channel_id) .and_modify(|failure| failure.add_penalty(failure_penalty_msat, half_life)) .or_insert_with(|| ChannelFailure::new(failure_penalty_msat)); } } #[cfg(not(feature = "no-std"))] impl Time for std::time::Instant { fn now() -> Self { std::time::Instant::now() } fn duration_since_epoch() -> Duration { use std::time::SystemTime; SystemTime::now().duration_since(SystemTime::UNIX_EPOCH).unwrap() } fn elapsed(&self) -> Duration { std::time::Instant::elapsed(self) } } /// A state in which time has no meaning. #[derive(Debug, PartialEq, Eq)] pub struct Eternity; impl Time for Eternity { fn now() -> Self { Self } fn duration_since_epoch() -> Duration { Duration::from_secs(0) } fn elapsed(&self) -> Duration { Duration::from_secs(0) } } impl Sub for Eternity { type Output = Self; fn sub(self, _other: Duration) -> Self { self } } impl Writeable for ScorerUsingTime { #[inline] fn write(&self, w: &mut W) -> Result<(), io::Error> { self.params.write(w)?; self.channel_failures.write(w)?; write_tlv_fields!(w, {}); Ok(()) } } impl Readable for ScorerUsingTime { #[inline] fn read(r: &mut R) -> Result { let res = Ok(Self { params: Readable::read(r)?, channel_failures: Readable::read(r)?, }); read_tlv_fields!(r, {}); res } } impl Writeable for ChannelFailure { #[inline] fn write(&self, w: &mut W) -> Result<(), io::Error> { let duration_since_epoch = T::duration_since_epoch() - self.last_failed.elapsed(); write_tlv_fields!(w, { (0, self.undecayed_penalty_msat, required), (2, duration_since_epoch, required), }); Ok(()) } } impl Readable for ChannelFailure { #[inline] fn read(r: &mut R) -> Result { let mut undecayed_penalty_msat = 0; let mut duration_since_epoch = Duration::from_secs(0); read_tlv_fields!(r, { (0, undecayed_penalty_msat, required), (2, duration_since_epoch, required), }); Ok(Self { undecayed_penalty_msat, last_failed: T::now() - (T::duration_since_epoch() - duration_since_epoch), }) } } #[cfg(test)] mod tests { use super::{Eternity, ScoringParameters, ScorerUsingTime, Time}; use routing::Score; use routing::network_graph::NodeId; use util::ser::{Readable, Writeable}; use bitcoin::secp256k1::PublicKey; use core::cell::Cell; use core::ops::Sub; use core::time::Duration; use io; /// Time that can be advanced manually in tests. #[derive(Debug, PartialEq, Eq)] struct SinceEpoch(Duration); impl SinceEpoch { thread_local! { static ELAPSED: Cell = core::cell::Cell::new(Duration::from_secs(0)); } fn advance(duration: Duration) { Self::ELAPSED.with(|elapsed| elapsed.set(elapsed.get() + duration)) } } impl Time for SinceEpoch { fn now() -> Self { Self(Self::duration_since_epoch()) } fn duration_since_epoch() -> Duration { Self::ELAPSED.with(|elapsed| elapsed.get()) } fn elapsed(&self) -> Duration { Self::duration_since_epoch() - self.0 } } impl Sub for SinceEpoch { type Output = Self; fn sub(self, other: Duration) -> Self { Self(self.0 - other) } } #[test] fn time_passes_when_advanced() { let now = SinceEpoch::now(); assert_eq!(now.elapsed(), Duration::from_secs(0)); SinceEpoch::advance(Duration::from_secs(1)); SinceEpoch::advance(Duration::from_secs(1)); let elapsed = now.elapsed(); let later = SinceEpoch::now(); assert_eq!(elapsed, Duration::from_secs(2)); assert_eq!(later - elapsed, now); } #[test] fn time_never_passes_in_an_eternity() { let now = Eternity::now(); let elapsed = now.elapsed(); let later = Eternity::now(); assert_eq!(now.elapsed(), Duration::from_secs(0)); assert_eq!(later - elapsed, now); } /// A scorer for testing with time that can be manually advanced. type Scorer = ScorerUsingTime::; fn source_node_id() -> NodeId { NodeId::from_pubkey(&PublicKey::from_slice(&hex::decode("02eec7245d6b7d2ccb30380bfbe2a3648cd7a942653f5aa340edcea1f283686619").unwrap()[..]).unwrap()) } fn target_node_id() -> NodeId { NodeId::from_pubkey(&PublicKey::from_slice(&hex::decode("0324653eac434488002cc06bbfb7f10fe18991e35f9fe4302dbea6d2353dc0ab1c").unwrap()[..]).unwrap()) } #[test] fn penalizes_without_channel_failures() { let scorer = Scorer::new(ScoringParameters { base_penalty_msat: 1_000, failure_penalty_msat: 512, failure_penalty_half_life: Duration::from_secs(1), }); let source = source_node_id(); let target = target_node_id(); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_000); SinceEpoch::advance(Duration::from_secs(1)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_000); } #[test] fn accumulates_channel_failure_penalties() { let mut scorer = Scorer::new(ScoringParameters { base_penalty_msat: 1_000, failure_penalty_msat: 64, failure_penalty_half_life: Duration::from_secs(10), }); let source = source_node_id(); let target = target_node_id(); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_000); scorer.payment_path_failed(&[], 42); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_064); scorer.payment_path_failed(&[], 42); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_128); scorer.payment_path_failed(&[], 42); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_192); } #[test] fn decays_channel_failure_penalties_over_time() { let mut scorer = Scorer::new(ScoringParameters { base_penalty_msat: 1_000, failure_penalty_msat: 512, failure_penalty_half_life: Duration::from_secs(10), }); let source = source_node_id(); let target = target_node_id(); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_000); scorer.payment_path_failed(&[], 42); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_512); SinceEpoch::advance(Duration::from_secs(9)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_512); SinceEpoch::advance(Duration::from_secs(1)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_256); SinceEpoch::advance(Duration::from_secs(10 * 8)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_001); SinceEpoch::advance(Duration::from_secs(10)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_000); SinceEpoch::advance(Duration::from_secs(10)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_000); } #[test] fn accumulates_channel_failure_penalties_after_decay() { let mut scorer = Scorer::new(ScoringParameters { base_penalty_msat: 1_000, failure_penalty_msat: 512, failure_penalty_half_life: Duration::from_secs(10), }); let source = source_node_id(); let target = target_node_id(); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_000); scorer.payment_path_failed(&[], 42); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_512); SinceEpoch::advance(Duration::from_secs(10)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_256); scorer.payment_path_failed(&[], 42); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_768); SinceEpoch::advance(Duration::from_secs(10)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_384); } #[test] fn restores_persisted_channel_failure_penalties() { let mut scorer = Scorer::new(ScoringParameters { base_penalty_msat: 1_000, failure_penalty_msat: 512, failure_penalty_half_life: Duration::from_secs(10), }); let source = source_node_id(); let target = target_node_id(); scorer.payment_path_failed(&[], 42); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_512); SinceEpoch::advance(Duration::from_secs(10)); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_256); scorer.payment_path_failed(&[], 43); assert_eq!(scorer.channel_penalty_msat(43, 1, Some(1), &source, &target), 1_512); let mut serialized_scorer = Vec::new(); scorer.write(&mut serialized_scorer).unwrap(); let deserialized_scorer = ::read(&mut io::Cursor::new(&serialized_scorer)).unwrap(); assert_eq!(deserialized_scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_256); assert_eq!(deserialized_scorer.channel_penalty_msat(43, 1, Some(1), &source, &target), 1_512); } #[test] fn decays_persisted_channel_failure_penalties() { let mut scorer = Scorer::new(ScoringParameters { base_penalty_msat: 1_000, failure_penalty_msat: 512, failure_penalty_half_life: Duration::from_secs(10), }); let source = source_node_id(); let target = target_node_id(); scorer.payment_path_failed(&[], 42); assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_512); let mut serialized_scorer = Vec::new(); scorer.write(&mut serialized_scorer).unwrap(); SinceEpoch::advance(Duration::from_secs(10)); let deserialized_scorer = ::read(&mut io::Cursor::new(&serialized_scorer)).unwrap(); assert_eq!(deserialized_scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_256); SinceEpoch::advance(Duration::from_secs(10)); assert_eq!(deserialized_scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_128); } }