Merge pull request #2752 from valentinewallace/2023-11-large-final-onion-payload...
[rust-lightning] / lightning / src / routing / scoring.rs
index c790f5df5c360b8873198703a4493d55ff664443..337fd8eec7a895ce5198edb3a9774267048de03d 100644 (file)
@@ -26,7 +26,7 @@
 //! #
 //! # struct FakeLogger {};
 //! # impl Logger for FakeLogger {
-//! #     fn log(&self, record: &Record) { unimplemented!() }
+//! #     fn log(&self, record: Record) { unimplemented!() }
 //! # }
 //! # fn find_scored_route(payer: PublicKey, route_params: RouteParameters, network_graph: NetworkGraph<&FakeLogger>) {
 //! # let logger = FakeLogger {};
@@ -58,7 +58,7 @@
 
 use crate::ln::msgs::DecodeError;
 use crate::routing::gossip::{EffectiveCapacity, NetworkGraph, NodeId};
-use crate::routing::router::Path;
+use crate::routing::router::{Path, CandidateRouteHop};
 use crate::util::ser::{Readable, ReadableArgs, Writeable, Writer};
 use crate::util::logger::Logger;
 use crate::util::time::Time;
@@ -89,7 +89,7 @@ macro_rules! define_score { ($($supertrait: path)*) => {
 /// `ScoreLookUp` is used to determine the penalty for a given channel.
 ///
 /// Scoring is in terms of fees willing to be paid in order to avoid routing through a channel.
-pub trait ScoreLookUp $(: $supertrait)* {
+pub trait ScoreLookUp {
        /// A configurable type which should contain various passed-in parameters for configuring the scorer,
        /// on a per-routefinding-call basis through to the scorer methods,
        /// which are used to determine the parameters for the suitability of channels for use.
@@ -103,12 +103,12 @@ pub trait ScoreLookUp $(: $supertrait)* {
        /// [`u64::max_value`] is given to indicate sufficient capacity for the invoice's full amount.
        /// Thus, implementations should be overflow-safe.
        fn channel_penalty_msat(
-               &self, short_channel_id: u64, source: &NodeId, target: &NodeId, usage: ChannelUsage, score_params: &Self::ScoreParams
+               &self, candidate: &CandidateRouteHop, usage: ChannelUsage, score_params: &Self::ScoreParams
        ) -> u64;
 }
 
 /// `ScoreUpdate` is used to update the scorer's internal state after a payment attempt.
-pub trait ScoreUpdate $(: $supertrait)* {
+pub trait ScoreUpdate {
        /// Handles updating channel penalties after failing to route through a channel.
        fn payment_path_failed(&mut self, path: &Path, short_channel_id: u64);
 
@@ -122,16 +122,29 @@ pub trait ScoreUpdate $(: $supertrait)* {
        fn probe_successful(&mut self, path: &Path);
 }
 
-impl<SP: Sized, S: ScoreLookUp<ScoreParams = SP>, T: Deref<Target=S> $(+ $supertrait)*> ScoreLookUp for T {
-       type ScoreParams = SP;
+/// A trait which can both lookup and update routing channel penalty scores.
+///
+/// This is used in places where both bounds are required and implemented for all types which
+/// implement [`ScoreLookUp`] and [`ScoreUpdate`].
+///
+/// Bindings users may need to manually implement this for their custom scoring implementations.
+pub trait Score : ScoreLookUp + ScoreUpdate $(+ $supertrait)* {}
+
+#[cfg(not(c_bindings))]
+impl<T: ScoreLookUp + ScoreUpdate $(+ $supertrait)*> Score for T {}
+
+#[cfg(not(c_bindings))]
+impl<S: ScoreLookUp, T: Deref<Target=S>> ScoreLookUp for T {
+       type ScoreParams = S::ScoreParams;
        fn channel_penalty_msat(
-               &self, short_channel_id: u64, source: &NodeId, target: &NodeId, usage: ChannelUsage, score_params: &Self::ScoreParams
+               &self, candidate: &CandidateRouteHop, usage: ChannelUsage, score_params: &Self::ScoreParams
        ) -> u64 {
-               self.deref().channel_penalty_msat(short_channel_id, source, target, usage, score_params)
+               self.deref().channel_penalty_msat(candidate, usage, score_params)
        }
 }
 
-impl<S: ScoreUpdate, T: DerefMut<Target=S> $(+ $supertrait)*> ScoreUpdate for T {
+#[cfg(not(c_bindings))]
+impl<S: ScoreUpdate, T: DerefMut<Target=S>> ScoreUpdate for T {
        fn payment_path_failed(&mut self, path: &Path, short_channel_id: u64) {
                self.deref_mut().payment_path_failed(path, short_channel_id)
        }
@@ -192,7 +205,7 @@ pub trait WriteableScore<'a>: LockableScore<'a> + Writeable {}
 #[cfg(not(c_bindings))]
 impl<'a, T> WriteableScore<'a> for T where T: LockableScore<'a> + Writeable {}
 #[cfg(not(c_bindings))]
-impl<'a, T: 'a + ScoreLookUp + ScoreUpdate> LockableScore<'a> for Mutex<T> {
+impl<'a, T: Score + 'a> LockableScore<'a> for Mutex<T> {
        type ScoreUpdate = T;
        type ScoreLookUp = T;
 
@@ -209,7 +222,7 @@ impl<'a, T: 'a + ScoreLookUp + ScoreUpdate> LockableScore<'a> for Mutex<T> {
 }
 
 #[cfg(not(c_bindings))]
-impl<'a, T: 'a + ScoreUpdate + ScoreLookUp> LockableScore<'a> for RefCell<T> {
+impl<'a, T: Score + 'a> LockableScore<'a> for RefCell<T> {
        type ScoreUpdate = T;
        type ScoreLookUp = T;
 
@@ -226,7 +239,7 @@ impl<'a, T: 'a + ScoreUpdate + ScoreLookUp> LockableScore<'a> for RefCell<T> {
 }
 
 #[cfg(not(c_bindings))]
-impl<'a, SP:Sized,  T: 'a + ScoreUpdate + ScoreLookUp<ScoreParams = SP>> LockableScore<'a> for RwLock<T> {
+impl<'a, T: Score + 'a> LockableScore<'a> for RwLock<T> {
        type ScoreUpdate = T;
        type ScoreLookUp = T;
 
@@ -244,12 +257,12 @@ impl<'a, SP:Sized,  T: 'a + ScoreUpdate + ScoreLookUp<ScoreParams = SP>> Lockabl
 
 #[cfg(c_bindings)]
 /// A concrete implementation of [`LockableScore`] which supports multi-threading.
-pub struct MultiThreadedLockableScore<T: ScoreLookUp + ScoreUpdate> {
+pub struct MultiThreadedLockableScore<T: Score> {
        score: RwLock<T>,
 }
 
 #[cfg(c_bindings)]
-impl<'a, SP:Sized, T: 'a + ScoreLookUp<ScoreParams = SP> + ScoreUpdate> LockableScore<'a> for MultiThreadedLockableScore<T> {
+impl<'a, T: Score + 'a> LockableScore<'a> for MultiThreadedLockableScore<T> {
        type ScoreUpdate = T;
        type ScoreLookUp = T;
        type WriteLocked = MultiThreadedScoreLockWrite<'a, Self::ScoreUpdate>;
@@ -265,17 +278,17 @@ impl<'a, SP:Sized, T: 'a + ScoreLookUp<ScoreParams = SP> + ScoreUpdate> Lockable
 }
 
 #[cfg(c_bindings)]
-impl<T: ScoreUpdate + ScoreLookUp> Writeable for MultiThreadedLockableScore<T> {
+impl<T: Score> Writeable for MultiThreadedLockableScore<T> {
        fn write<W: Writer>(&self, writer: &mut W) -> Result<(), io::Error> {
                self.score.read().unwrap().write(writer)
        }
 }
 
 #[cfg(c_bindings)]
-impl<'a, T: 'a + ScoreUpdate + ScoreLookUp> WriteableScore<'a> for MultiThreadedLockableScore<T> {}
+impl<'a, T: Score + 'a> WriteableScore<'a> for MultiThreadedLockableScore<T> {}
 
 #[cfg(c_bindings)]
-impl<T: ScoreLookUp + ScoreUpdate> MultiThreadedLockableScore<T> {
+impl<T: Score> MultiThreadedLockableScore<T> {
        /// Creates a new [`MultiThreadedLockableScore`] given an underlying [`Score`].
        pub fn new(score: T) -> Self {
                MultiThreadedLockableScore { score: RwLock::new(score) }
@@ -284,14 +297,14 @@ impl<T: ScoreLookUp + ScoreUpdate> MultiThreadedLockableScore<T> {
 
 #[cfg(c_bindings)]
 /// A locked `MultiThreadedLockableScore`.
-pub struct MultiThreadedScoreLockRead<'a, T: ScoreLookUp>(RwLockReadGuard<'a, T>);
+pub struct MultiThreadedScoreLockRead<'a, T: Score>(RwLockReadGuard<'a, T>);
 
 #[cfg(c_bindings)]
 /// A locked `MultiThreadedLockableScore`.
-pub struct MultiThreadedScoreLockWrite<'a, T: ScoreUpdate>(RwLockWriteGuard<'a, T>);
+pub struct MultiThreadedScoreLockWrite<'a, T: Score>(RwLockWriteGuard<'a, T>);
 
 #[cfg(c_bindings)]
-impl<'a, T: 'a + ScoreLookUp> Deref for MultiThreadedScoreLockRead<'a, T> {
+impl<'a, T: 'a + Score> Deref for MultiThreadedScoreLockRead<'a, T> {
        type Target = T;
 
        fn deref(&self) -> &Self::Target {
@@ -300,14 +313,23 @@ impl<'a, T: 'a + ScoreLookUp> Deref for MultiThreadedScoreLockRead<'a, T> {
 }
 
 #[cfg(c_bindings)]
-impl<'a, T: 'a + ScoreUpdate> Writeable for MultiThreadedScoreLockWrite<'a, T> {
+impl<'a, T: Score> ScoreLookUp for MultiThreadedScoreLockRead<'a, T> {
+       type ScoreParams = T::ScoreParams;
+       fn channel_penalty_msat(&self, candidate:&CandidateRouteHop, usage: ChannelUsage, score_params: &Self::ScoreParams
+       ) -> u64 {
+               self.0.channel_penalty_msat(candidate, usage, score_params)
+       }
+}
+
+#[cfg(c_bindings)]
+impl<'a, T: Score> Writeable for MultiThreadedScoreLockWrite<'a, T> {
        fn write<W: Writer>(&self, writer: &mut W) -> Result<(), io::Error> {
                self.0.write(writer)
        }
 }
 
 #[cfg(c_bindings)]
-impl<'a, T: 'a + ScoreUpdate> Deref for MultiThreadedScoreLockWrite<'a, T> {
+impl<'a, T: 'a + Score> Deref for MultiThreadedScoreLockWrite<'a, T> {
        type Target = T;
 
        fn deref(&self) -> &Self::Target {
@@ -316,12 +338,31 @@ impl<'a, T: 'a + ScoreUpdate> Deref for MultiThreadedScoreLockWrite<'a, T> {
 }
 
 #[cfg(c_bindings)]
-impl<'a, T: 'a + ScoreUpdate> DerefMut for MultiThreadedScoreLockWrite<'a, T> {
+impl<'a, T: 'a + Score> DerefMut for MultiThreadedScoreLockWrite<'a, T> {
        fn deref_mut(&mut self) -> &mut Self::Target {
                self.0.deref_mut()
        }
 }
 
+#[cfg(c_bindings)]
+impl<'a, T: Score> ScoreUpdate for MultiThreadedScoreLockWrite<'a, T> {
+       fn payment_path_failed(&mut self, path: &Path, short_channel_id: u64) {
+               self.0.payment_path_failed(path, short_channel_id)
+       }
+
+       fn payment_path_successful(&mut self, path: &Path) {
+               self.0.payment_path_successful(path)
+       }
+
+       fn probe_failed(&mut self, path: &Path, short_channel_id: u64) {
+               self.0.probe_failed(path, short_channel_id)
+       }
+
+       fn probe_successful(&mut self, path: &Path) {
+               self.0.probe_successful(path)
+       }
+}
+
 
 /// Proposed use of a channel passed as a parameter to [`ScoreLookUp::channel_penalty_msat`].
 #[derive(Clone, Copy, Debug, PartialEq)]
@@ -352,7 +393,7 @@ impl FixedPenaltyScorer {
 
 impl ScoreLookUp for FixedPenaltyScorer {
        type ScoreParams = ();
-       fn channel_penalty_msat(&self, _: u64, _: &NodeId, _: &NodeId, _: ChannelUsage, _score_params: &Self::ScoreParams) -> u64 {
+       fn channel_penalty_msat(&self, _: &CandidateRouteHop, _: ChannelUsage, _score_params: &Self::ScoreParams) -> u64 {
                self.penalty_msat
        }
 }
@@ -1301,9 +1342,16 @@ impl<L: DerefMut<Target = u64>, BRT: DerefMut<Target = HistoricalBucketRangeTrac
 impl<G: Deref<Target = NetworkGraph<L>>, L: Deref, T: Time> ScoreLookUp for ProbabilisticScorerUsingTime<G, L, T> where L::Target: Logger {
        type ScoreParams = ProbabilisticScoringFeeParameters;
        fn channel_penalty_msat(
-               &self, short_channel_id: u64, source: &NodeId, target: &NodeId, usage: ChannelUsage, score_params: &ProbabilisticScoringFeeParameters
+               &self, candidate: &CandidateRouteHop, usage: ChannelUsage, score_params: &ProbabilisticScoringFeeParameters
        ) -> u64 {
-               if let Some(penalty) = score_params.manual_node_penalties.get(target) {
+               let (scid, target) = match candidate {
+                       CandidateRouteHop::PublicHop { info, short_channel_id } => {
+                               (short_channel_id, info.target())
+                       },
+                       _ => return 0,
+               };
+               let source = candidate.source();
+               if let Some(penalty) = score_params.manual_node_penalties.get(&target) {
                        return *penalty;
                }
 
@@ -1333,9 +1381,9 @@ impl<G: Deref<Target = NetworkGraph<L>>, L: Deref, T: Time> ScoreLookUp for Prob
                let amount_msat = usage.amount_msat.saturating_add(usage.inflight_htlc_msat);
                let capacity_msat = usage.effective_capacity.as_msat();
                self.channel_liquidities
-                       .get(&short_channel_id)
+                       .get(&scid)
                        .unwrap_or(&ChannelLiquidity::new())
-                       .as_directed(source, target, capacity_msat, self.decay_params)
+                       .as_directed(&source, &target, capacity_msat, self.decay_params)
                        .penalty_msat(amount_msat, score_params)
                        .saturating_add(anti_probing_penalty_msat)
                        .saturating_add(base_penalty_msat)
@@ -1417,6 +1465,10 @@ impl<G: Deref<Target = NetworkGraph<L>>, L: Deref, T: Time> ScoreUpdate for Prob
        }
 }
 
+#[cfg(c_bindings)]
+impl<G: Deref<Target = NetworkGraph<L>>, L: Deref, T: Time> Score for ProbabilisticScorerUsingTime<G, L, T>
+where L::Target: Logger {}
+
 mod approx {
        const BITS: u32 = 64;
        const HIGHEST_BIT: u32 = BITS - 1;
@@ -2128,12 +2180,12 @@ mod tests {
        use crate::ln::channelmanager;
        use crate::ln::msgs::{ChannelAnnouncement, ChannelUpdate, UnsignedChannelAnnouncement, UnsignedChannelUpdate};
        use crate::routing::gossip::{EffectiveCapacity, NetworkGraph, NodeId};
-       use crate::routing::router::{BlindedTail, Path, RouteHop};
+       use crate::routing::router::{BlindedTail, Path, RouteHop, CandidateRouteHop};
        use crate::routing::scoring::{ChannelUsage, ScoreLookUp, ScoreUpdate};
        use crate::util::ser::{ReadableArgs, Writeable};
        use crate::util::test_utils::{self, TestLogger};
 
-       use bitcoin::blockdata::constants::genesis_block;
+       use bitcoin::blockdata::constants::ChainHash;
        use bitcoin::hashes::Hash;
        use bitcoin::hashes::sha256d::Hash as Sha256dHash;
        use bitcoin::network::constants::Network;
@@ -2190,10 +2242,6 @@ mod tests {
                PublicKey::from_secret_key(&secp_ctx, &recipient_privkey())
        }
 
-       fn sender_node_id() -> NodeId {
-               NodeId::from_pubkey(&sender_pubkey())
-       }
-
        fn recipient_node_id() -> NodeId {
                NodeId::from_pubkey(&recipient_pubkey())
        }
@@ -2210,7 +2258,7 @@ mod tests {
                network_graph: &mut NetworkGraph<&TestLogger>, short_channel_id: u64, node_1_key: SecretKey,
                node_2_key: SecretKey
        ) {
-               let genesis_hash = genesis_block(Network::Testnet).header.block_hash();
+               let genesis_hash = ChainHash::using_genesis_block(Network::Testnet);
                let node_1_secret = &SecretKey::from_slice(&[39; 32]).unwrap();
                let node_2_secret = &SecretKey::from_slice(&[40; 32]).unwrap();
                let secp_ctx = Secp256k1::new();
@@ -2243,7 +2291,7 @@ mod tests {
                network_graph: &mut NetworkGraph<&TestLogger>, short_channel_id: u64, node_key: SecretKey,
                flags: u8, htlc_maximum_msat: u64, timestamp: u32,
        ) {
-               let genesis_hash = genesis_block(Network::Testnet).header.block_hash();
+               let genesis_hash = ChainHash::using_genesis_block(Network::Testnet);
                let secp_ctx = Secp256k1::new();
                let unsigned_update = UnsignedChannelUpdate {
                        chain_hash: genesis_hash,
@@ -2495,39 +2543,45 @@ mod tests {
                let decay_params = ProbabilisticScoringDecayParameters::default();
                let scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
 
                let usage = ChannelUsage {
                        amount_msat: 1_024,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               let network_graph = network_graph.read_only();
+               let channel = network_graph.channel(42).unwrap();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 10_240, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 102_400, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 47);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 47);
                let usage = ChannelUsage { amount_msat: 1_023_999, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 2_000);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 2_000);
 
                let usage = ChannelUsage {
                        amount_msat: 128,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 58);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 58);
                let usage = ChannelUsage { amount_msat: 256, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 125);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 125);
                let usage = ChannelUsage { amount_msat: 374, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 198);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 198);
                let usage = ChannelUsage { amount_msat: 512, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 300);
                let usage = ChannelUsage { amount_msat: 640, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 425);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 425);
                let usage = ChannelUsage { amount_msat: 768, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 602);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 602);
                let usage = ChannelUsage { amount_msat: 896, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 902);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 902);
        }
 
        #[test]
@@ -2551,19 +2605,24 @@ mod tests {
                                        max_liquidity_offset_history: HistoricalBucketRangeTracker::new(),
                                });
                let source = source_node_id();
-               let target = target_node_id();
 
                let usage = ChannelUsage {
                        amount_msat: 39,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 100, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 50, ..usage };
-               assert_ne!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
-               assert_ne!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_ne!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
+               assert_ne!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
                let usage = ChannelUsage { amount_msat: 61, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
        }
 
        #[test]
@@ -2575,7 +2634,6 @@ mod tests {
                        ..ProbabilisticScoringFeeParameters::zero_penalty()
                };
                let mut scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
-               let sender = sender_node_id();
                let source = source_node_id();
                let usage = ChannelUsage {
                        amount_msat: 500,
@@ -2584,14 +2642,20 @@ mod tests {
                };
                let failed_path = payment_path_for_amount(500);
                let successful_path = payment_path_for_amount(200);
+               let channel = &network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 41,
+               };
 
-               assert_eq!(scorer.channel_penalty_msat(41, &sender, &source, usage, &params), 301);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 301);
 
                scorer.payment_path_failed(&failed_path, 41);
-               assert_eq!(scorer.channel_penalty_msat(41, &sender, &source, usage, &params), 301);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 301);
 
                scorer.payment_path_successful(&successful_path);
-               assert_eq!(scorer.channel_penalty_msat(41, &sender, &source, usage, &params), 301);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 301);
        }
 
        #[test]
@@ -2604,7 +2668,6 @@ mod tests {
                };
                let mut scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
                let path = payment_path_for_amount(500);
 
                let usage = ChannelUsage {
@@ -2612,20 +2675,26 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 128);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 128);
                let usage = ChannelUsage { amount_msat: 500, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 301);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 301);
                let usage = ChannelUsage { amount_msat: 750, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 602);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 602);
 
                scorer.payment_path_failed(&path, 43);
 
                let usage = ChannelUsage { amount_msat: 250, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 500, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 750, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 300);
        }
 
        #[test]
@@ -2639,7 +2708,6 @@ mod tests {
                };
                let mut scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
                let path = payment_path_for_amount(500);
 
                let usage = ChannelUsage {
@@ -2647,20 +2715,26 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 128);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 128);
                let usage = ChannelUsage { amount_msat: 500, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 301);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 301);
                let usage = ChannelUsage { amount_msat: 750, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 602);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 602);
 
                scorer.payment_path_failed(&path, 42);
 
                let usage = ChannelUsage { amount_msat: 250, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 300);
                let usage = ChannelUsage { amount_msat: 500, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
                let usage = ChannelUsage { amount_msat: 750, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
        }
 
        #[test]
@@ -2695,7 +2769,6 @@ mod tests {
                let node_a = NodeId::from_pubkey(&pub_a);
                let node_b = NodeId::from_pubkey(&pub_b);
                let node_c = NodeId::from_pubkey(&pub_c);
-               let node_d = NodeId::from_pubkey(&pub_d);
 
                let params = ProbabilisticScoringFeeParameters {
                        liquidity_penalty_multiplier_msat: 1_000,
@@ -2708,17 +2781,53 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &node_a, &node_b, usage, &params), 128);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&node_a).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 128);
                // Note that a default liquidity bound is used for B -> C as no channel exists
-               assert_eq!(scorer.channel_penalty_msat(43, &node_b, &node_c, usage, &params), 128);
-               assert_eq!(scorer.channel_penalty_msat(44, &node_c, &node_d, usage, &params), 128);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&node_b).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 43,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 128);
+               let channel = network_graph.read_only().channel(44).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&node_c).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 44,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 128);
 
                scorer.payment_path_failed(&Path { hops: path, blinded_tail: None }, 43);
 
-               assert_eq!(scorer.channel_penalty_msat(42, &node_a, &node_b, usage, &params), 80);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&node_a).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 80);
                // Note that a default liquidity bound is used for B -> C as no channel exists
-               assert_eq!(scorer.channel_penalty_msat(43, &node_b, &node_c, usage, &params), 128);
-               assert_eq!(scorer.channel_penalty_msat(44, &node_c, &node_d, usage, &params), 128);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&node_b).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 43,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 128);
+               let channel = network_graph.read_only().channel(44).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&node_c).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 44,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 128);
        }
 
        #[test]
@@ -2730,25 +2839,39 @@ mod tests {
                        ..ProbabilisticScoringFeeParameters::zero_penalty()
                };
                let mut scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
-               let sender = sender_node_id();
                let source = source_node_id();
-               let target = target_node_id();
-               let recipient = recipient_node_id();
                let usage = ChannelUsage {
                        amount_msat: 250,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: 1_000 },
                };
-
-               assert_eq!(scorer.channel_penalty_msat(41, &sender, &source, usage, &params), 128);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 128);
-               assert_eq!(scorer.channel_penalty_msat(43, &target, &recipient, usage, &params), 128);
+               let network_graph = network_graph.read_only().channels().clone();
+               let channel_42 = network_graph.get(&42).unwrap();
+               let channel_43 = network_graph.get(&43).unwrap();
+               let (info, _) = channel_42.as_directed_from(&source).unwrap();
+               let candidate_41 = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 41,
+               };
+               let (info, target) = channel_42.as_directed_from(&source).unwrap();
+               let candidate_42 = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               let (info, _) = channel_43.as_directed_from(&target).unwrap();
+               let candidate_43 = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 43,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate_41, usage, &params), 128);
+               assert_eq!(scorer.channel_penalty_msat(&candidate_42, usage, &params), 128);
+               assert_eq!(scorer.channel_penalty_msat(&candidate_43, usage, &params), 128);
 
                scorer.payment_path_successful(&payment_path_for_amount(500));
 
-               assert_eq!(scorer.channel_penalty_msat(41, &sender, &source, usage, &params), 128);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
-               assert_eq!(scorer.channel_penalty_msat(43, &target, &recipient, usage, &params), 300);
+               assert_eq!(scorer.channel_penalty_msat(&candidate_41, usage, &params), 128);
+               assert_eq!(scorer.channel_penalty_msat(&candidate_42, usage, &params), 300);
+               assert_eq!(scorer.channel_penalty_msat(&candidate_43, usage, &params), 300);
        }
 
        #[test]
@@ -2766,86 +2889,91 @@ mod tests {
                };
                let mut scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
 
                let usage = ChannelUsage {
                        amount_msat: 0,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: 1_024 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 1_023, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 2_000);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 2_000);
 
                scorer.payment_path_failed(&payment_path_for_amount(768), 42);
                scorer.payment_path_failed(&payment_path_for_amount(128), 43);
 
                // Initial penalties
                let usage = ChannelUsage { amount_msat: 128, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 256, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 93);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 93);
                let usage = ChannelUsage { amount_msat: 768, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 1_479);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 1_479);
                let usage = ChannelUsage { amount_msat: 896, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                // No decay
                SinceEpoch::advance(Duration::from_secs(4));
                let usage = ChannelUsage { amount_msat: 128, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 256, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 93);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 93);
                let usage = ChannelUsage { amount_msat: 768, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 1_479);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 1_479);
                let usage = ChannelUsage { amount_msat: 896, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                // Half decay (i.e., three-quarter life)
                SinceEpoch::advance(Duration::from_secs(1));
                let usage = ChannelUsage { amount_msat: 128, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 22);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 22);
                let usage = ChannelUsage { amount_msat: 256, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 106);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 106);
                let usage = ChannelUsage { amount_msat: 768, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 921);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 921);
                let usage = ChannelUsage { amount_msat: 896, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                // One decay (i.e., half life)
                SinceEpoch::advance(Duration::from_secs(5));
                let usage = ChannelUsage { amount_msat: 64, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 128, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 34);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 34);
                let usage = ChannelUsage { amount_msat: 896, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 1_970);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 1_970);
                let usage = ChannelUsage { amount_msat: 960, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                // Fully decay liquidity lower bound.
                SinceEpoch::advance(Duration::from_secs(10 * 7));
                let usage = ChannelUsage { amount_msat: 0, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 1, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 1_023, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 2_000);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 2_000);
                let usage = ChannelUsage { amount_msat: 1_024, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                // Fully decay liquidity upper bound.
                SinceEpoch::advance(Duration::from_secs(10));
                let usage = ChannelUsage { amount_msat: 0, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 1_024, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                SinceEpoch::advance(Duration::from_secs(10));
                let usage = ChannelUsage { amount_msat: 0, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
                let usage = ChannelUsage { amount_msat: 1_024, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
        }
 
        #[test]
@@ -2862,24 +2990,29 @@ mod tests {
                };
                let mut scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
                let usage = ChannelUsage {
                        amount_msat: 256,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 125);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 125);
 
                scorer.payment_path_failed(&payment_path_for_amount(512), 42);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 281);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 281);
 
                // An unchecked right shift 64 bits or more in DirectedChannelLiquidity::decayed_offset_msat
                // would cause an overflow.
                SinceEpoch::advance(Duration::from_secs(10 * 64));
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 125);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 125);
 
                SinceEpoch::advance(Duration::from_secs(10));
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 125);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 125);
        }
 
        #[test]
@@ -2896,37 +3029,42 @@ mod tests {
                };
                let mut scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
                let usage = ChannelUsage {
                        amount_msat: 512,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: 1_000 },
                };
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
 
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 300);
 
                // More knowledge gives higher confidence (256, 768), meaning a lower penalty.
                scorer.payment_path_failed(&payment_path_for_amount(768), 42);
                scorer.payment_path_failed(&payment_path_for_amount(256), 43);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 281);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 281);
 
                // Decaying knowledge gives less confidence (128, 896), meaning a higher penalty.
                SinceEpoch::advance(Duration::from_secs(10));
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 291);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 291);
 
                // Reducing the upper bound gives more confidence (128, 832) that the payment amount (512)
                // is closer to the upper bound, meaning a higher penalty.
                scorer.payment_path_successful(&payment_path_for_amount(64));
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 331);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 331);
 
                // Increasing the lower bound gives more confidence (256, 832) that the payment amount (512)
                // is closer to the lower bound, meaning a lower penalty.
                scorer.payment_path_failed(&payment_path_for_amount(256), 43);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 245);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 245);
 
                // Further decaying affects the lower bound more than the upper bound (128, 928).
                SinceEpoch::advance(Duration::from_secs(10));
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 280);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 280);
        }
 
        #[test]
@@ -2944,7 +3082,6 @@ mod tests {
                };
                let mut scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
                let usage = ChannelUsage {
                        amount_msat: 500,
                        inflight_htlc_msat: 0,
@@ -2952,13 +3089,19 @@ mod tests {
                };
 
                scorer.payment_path_failed(&payment_path_for_amount(500), 42);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                SinceEpoch::advance(Duration::from_secs(10));
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 473);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 473);
 
                scorer.payment_path_failed(&payment_path_for_amount(250), 43);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 300);
 
                let mut serialized_scorer = Vec::new();
                scorer.write(&mut serialized_scorer).unwrap();
@@ -2966,7 +3109,7 @@ mod tests {
                let mut serialized_scorer = io::Cursor::new(&serialized_scorer);
                let deserialized_scorer =
                        <ProbabilisticScorer>::read(&mut serialized_scorer, (decay_params, &network_graph, &logger)).unwrap();
-               assert_eq!(deserialized_scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               assert_eq!(deserialized_scorer.channel_penalty_msat(&candidate, usage, &params), 300);
        }
 
        #[test]
@@ -2984,7 +3127,6 @@ mod tests {
                };
                let mut scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
                let usage = ChannelUsage {
                        amount_msat: 500,
                        inflight_htlc_msat: 0,
@@ -2992,7 +3134,13 @@ mod tests {
                };
 
                scorer.payment_path_failed(&payment_path_for_amount(500), 42);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                let mut serialized_scorer = Vec::new();
                scorer.write(&mut serialized_scorer).unwrap();
@@ -3002,13 +3150,13 @@ mod tests {
                let mut serialized_scorer = io::Cursor::new(&serialized_scorer);
                let deserialized_scorer =
                        <ProbabilisticScorer>::read(&mut serialized_scorer, (decay_params, &network_graph, &logger)).unwrap();
-               assert_eq!(deserialized_scorer.channel_penalty_msat(42, &source, &target, usage, &params), 473);
+               assert_eq!(deserialized_scorer.channel_penalty_msat(&candidate, usage, &params), 473);
 
                scorer.payment_path_failed(&payment_path_for_amount(250), 43);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 300);
 
                SinceEpoch::advance(Duration::from_secs(10));
-               assert_eq!(deserialized_scorer.channel_penalty_msat(42, &source, &target, usage, &params), 370);
+               assert_eq!(deserialized_scorer.channel_penalty_msat(&candidate, usage, &params), 370);
        }
 
        #[test]
@@ -3020,54 +3168,59 @@ mod tests {
                let params = ProbabilisticScoringFeeParameters::default();
                let scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
 
                let usage = ChannelUsage {
                        amount_msat: 100_000_000,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 950_000_000, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 11497);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 11497);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 7408);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 7408);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 2_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 6151);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 6151);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 3_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 5427);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 5427);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 4_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 4955);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 4955);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 5_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 4736);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 4736);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 6_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 4484);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 4484);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 7_450_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 4484);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 4484);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 7_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 4263);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 4263);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 8_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 4263);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 4263);
                let usage = ChannelUsage {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 9_950_000_000, htlc_maximum_msat: 1_000 }, ..usage
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 4044);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 4044);
        }
 
        #[test]
@@ -3075,7 +3228,6 @@ mod tests {
                let logger = TestLogger::new();
                let network_graph = network_graph(&logger);
                let source = source_node_id();
-               let target = target_node_id();
                let usage = ChannelUsage {
                        amount_msat: 128,
                        inflight_htlc_msat: 0,
@@ -3087,14 +3239,20 @@ mod tests {
                        ..ProbabilisticScoringFeeParameters::zero_penalty()
                };
                let scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 58);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 58);
 
                let params = ProbabilisticScoringFeeParameters {
                        base_penalty_msat: 500, liquidity_penalty_multiplier_msat: 1_000,
                        anti_probing_penalty_msat: 0, ..ProbabilisticScoringFeeParameters::zero_penalty()
                };
                let scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 558);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 558);
 
                let params = ProbabilisticScoringFeeParameters {
                        base_penalty_msat: 500, liquidity_penalty_multiplier_msat: 1_000,
@@ -3103,7 +3261,7 @@ mod tests {
                };
 
                let scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 558 + 128);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 558 + 128);
        }
 
        #[test]
@@ -3111,7 +3269,6 @@ mod tests {
                let logger = TestLogger::new();
                let network_graph = network_graph(&logger);
                let source = source_node_id();
-               let target = target_node_id();
                let usage = ChannelUsage {
                        amount_msat: 512_000,
                        inflight_htlc_msat: 0,
@@ -3124,7 +3281,13 @@ mod tests {
                        ..ProbabilisticScoringFeeParameters::zero_penalty()
                };
                let scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 300);
 
                let params = ProbabilisticScoringFeeParameters {
                        liquidity_penalty_multiplier_msat: 1_000,
@@ -3132,7 +3295,7 @@ mod tests {
                        ..ProbabilisticScoringFeeParameters::zero_penalty()
                };
                let scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 337);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 337);
        }
 
        #[test]
@@ -3140,20 +3303,24 @@ mod tests {
                let logger = TestLogger::new();
                let network_graph = network_graph(&logger);
                let source = source_node_id();
-               let target = target_node_id();
                let usage = ChannelUsage {
                        amount_msat: u64::max_value(),
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Infinite,
                };
-
                let params = ProbabilisticScoringFeeParameters {
                        liquidity_penalty_multiplier_msat: 40_000,
                        ..ProbabilisticScoringFeeParameters::zero_penalty()
                };
                let decay_params = ProbabilisticScoringDecayParameters::zero_penalty();
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
                let scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 80_000);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 80_000);
        }
 
        #[test]
@@ -3166,17 +3333,23 @@ mod tests {
                };
                let scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
 
                let usage = ChannelUsage {
                        amount_msat: 750,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: 1_000 },
                };
-               assert_ne!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               let network_graph = network_graph.read_only();
+               let channel = network_graph.channel(42).unwrap();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_ne!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
 
                let usage = ChannelUsage { inflight_htlc_msat: 251, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
        }
 
        #[test]
@@ -3186,7 +3359,6 @@ mod tests {
                let params = ProbabilisticScoringFeeParameters::default();
                let scorer = ProbabilisticScorer::new(ProbabilisticScoringDecayParameters::default(), &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
 
                let base_penalty_msat = params.base_penalty_msat;
                let usage = ChannelUsage {
@@ -3194,13 +3366,20 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::ExactLiquidity { liquidity_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), base_penalty_msat);
+               let network_graph = network_graph.read_only();
+               let channel = network_graph.channel(42).unwrap();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), base_penalty_msat);
 
                let usage = ChannelUsage { amount_msat: 1_000, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), base_penalty_msat);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), base_penalty_msat);
 
                let usage = ChannelUsage { amount_msat: 1_001, ..usage };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), u64::max_value());
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), u64::max_value());
        }
 
        #[test]
@@ -3231,16 +3410,36 @@ mod tests {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: 1_024 },
                };
 
-               // With no historical data the normal liquidity penalty calculation is used.
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 168);
+               {
+                       let network_graph = network_graph.read_only();
+                       let channel = network_graph.channel(42).unwrap();
+                       let (info, _) = channel.as_directed_from(&source).unwrap();
+                       let candidate = CandidateRouteHop::PublicHop {
+                               info,
+                               short_channel_id: 42,
+                       };
+
+                       // With no historical data the normal liquidity penalty calculation is used.
+                       assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 168);
+               }
                assert_eq!(scorer.historical_estimated_channel_liquidity_probabilities(42, &target),
-                       None);
+               None);
                assert_eq!(scorer.historical_estimated_payment_success_probability(42, &target, 42, &params),
-                       None);
+               None);
 
                scorer.payment_path_failed(&payment_path_for_amount(1), 42);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 2048);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage_1, &params), 249);
+               {
+                       let network_graph = network_graph.read_only();
+                       let channel = network_graph.channel(42).unwrap();
+                       let (info, _) = channel.as_directed_from(&source).unwrap();
+                       let candidate = CandidateRouteHop::PublicHop {
+                               info,
+                               short_channel_id: 42,
+                       };
+
+                       assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 2048);
+                       assert_eq!(scorer.channel_penalty_msat(&candidate, usage_1, &params), 249);
+               }
                // The "it failed" increment is 32, where the probability should lie several buckets into
                // the first octile.
                assert_eq!(scorer.historical_estimated_channel_liquidity_probabilities(42, &target),
@@ -3254,7 +3453,17 @@ mod tests {
                // Even after we tell the scorer we definitely have enough available liquidity, it will
                // still remember that there was some failure in the past, and assign a non-0 penalty.
                scorer.payment_path_failed(&payment_path_for_amount(1000), 43);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 105);
+               {
+                       let network_graph = network_graph.read_only();
+                       let channel = network_graph.channel(42).unwrap();
+                       let (info, _) = channel.as_directed_from(&source).unwrap();
+                       let candidate = CandidateRouteHop::PublicHop {
+                               info,
+                               short_channel_id: 42,
+                       };
+
+                       assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 105);
+               }
                // The first points should be decayed just slightly and the last bucket has a new point.
                assert_eq!(scorer.historical_estimated_channel_liquidity_probabilities(42, &target),
                        Some(([31, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 32, 0, 0, 0, 0, 0],
@@ -3274,7 +3483,17 @@ mod tests {
                // Advance the time forward 16 half-lives (which the docs claim will ensure all data is
                // gone), and check that we're back to where we started.
                SinceEpoch::advance(Duration::from_secs(10 * 16));
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 168);
+               {
+                       let network_graph = network_graph.read_only();
+                       let channel = network_graph.channel(42).unwrap();
+                       let (info, _) = channel.as_directed_from(&source).unwrap();
+                       let candidate = CandidateRouteHop::PublicHop {
+                               info,
+                               short_channel_id: 42,
+                       };
+
+                       assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 168);
+               }
                // Once fully decayed we still have data, but its all-0s. In the future we may remove the
                // data entirely instead.
                assert_eq!(scorer.historical_estimated_channel_liquidity_probabilities(42, &target),
@@ -3287,16 +3506,26 @@ mod tests {
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: 1_024 },
                };
                scorer.payment_path_failed(&payment_path_for_amount(1), 42);
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 2050);
-               usage.inflight_htlc_msat = 0;
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 866);
+               {
+                       let network_graph = network_graph.read_only();
+                       let channel = network_graph.channel(42).unwrap();
+                       let (info, _) = channel.as_directed_from(&source).unwrap();
+                       let candidate = CandidateRouteHop::PublicHop {
+                               info,
+                               short_channel_id: 42,
+                       };
 
-               let usage = ChannelUsage {
-                       amount_msat: 1,
-                       inflight_htlc_msat: 0,
-                       effective_capacity: EffectiveCapacity::AdvertisedMaxHTLC { amount_msat: 0 },
-               };
-               assert_eq!(scorer.channel_penalty_msat(42, &target, &source, usage, &params), 2048);
+                       assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 2050);
+                       usage.inflight_htlc_msat = 0;
+                       assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 866);
+
+                       let usage = ChannelUsage {
+                               amount_msat: 1,
+                               inflight_htlc_msat: 0,
+                               effective_capacity: EffectiveCapacity::AdvertisedMaxHTLC { amount_msat: 0 },
+                       };
+                       assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 2048);
+               }
 
                // Advance to decay all liquidity offsets to zero.
                SinceEpoch::advance(Duration::from_secs(60 * 60 * 10));
@@ -3316,7 +3545,6 @@ mod tests {
                let logger = TestLogger::new();
                let network_graph = network_graph(&logger);
                let source = source_node_id();
-               let target = target_node_id();
                let params = ProbabilisticScoringFeeParameters {
                        anti_probing_penalty_msat: 500,
                        ..ProbabilisticScoringFeeParameters::zero_penalty()
@@ -3329,7 +3557,14 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               let network_graph = network_graph.read_only();
+               let channel = network_graph.channel(42).unwrap();
+               let (info, _) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
 
                // Check we receive anti-probing penalty for htlc_maximum_msat == channel_capacity.
                let usage = ChannelUsage {
@@ -3337,7 +3572,7 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: 1_024_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 500);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 500);
 
                // Check we receive anti-probing penalty for htlc_maximum_msat == channel_capacity/2.
                let usage = ChannelUsage {
@@ -3345,7 +3580,7 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: 512_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 500);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 500);
 
                // Check we receive no anti-probing penalty for htlc_maximum_msat == channel_capacity/2 - 1.
                let usage = ChannelUsage {
@@ -3353,7 +3588,7 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: 511_999 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 0);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 0);
        }
 
        #[test]
@@ -3368,13 +3603,18 @@ mod tests {
                let decay_params = ProbabilisticScoringDecayParameters::default();
                let mut scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
                let usage = ChannelUsage {
                        amount_msat: 512,
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: 1_000 },
                };
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 300);
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, target) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 300);
 
                let mut path = payment_path_for_amount(768);
                let recipient_hop = path.hops.pop().unwrap();
@@ -3430,7 +3670,6 @@ mod tests {
 
                let mut scorer = ProbabilisticScorer::new(decay_params, &network_graph, &logger);
                let source = source_node_id();
-               let target = target_node_id();
 
                let mut amount_msat = 10_000_000;
                let usage = ChannelUsage {
@@ -3438,9 +3677,15 @@ mod tests {
                        inflight_htlc_msat: 0,
                        effective_capacity: EffectiveCapacity::Total { capacity_msat, htlc_maximum_msat: capacity_msat },
                };
+               let channel = network_graph.read_only().channel(42).unwrap().to_owned();
+               let (info, target) = channel.as_directed_from(&source).unwrap();
+               let candidate = CandidateRouteHop::PublicHop {
+                       info,
+                       short_channel_id: 42,
+               };
                // With no historical data the normal liquidity penalty calculation is used, which results
                // in a success probability of ~75%.
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params), 1269);
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params), 1269);
                assert_eq!(scorer.historical_estimated_channel_liquidity_probabilities(42, &target),
                        None);
                assert_eq!(scorer.historical_estimated_payment_success_probability(42, &target, 42, &params),
@@ -3450,7 +3695,7 @@ mod tests {
                scorer.payment_path_failed(&payment_path_for_amount(amount_msat), 42);
                // The penalty should be the maximum penalty, as the payment we're scoring is now in the
                // same bucket which is the only maximum datapoint.
-               assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage, &params),
+               assert_eq!(scorer.channel_penalty_msat(&candidate, usage, &params),
                        2048 + 2048 * amount_msat / super::AMOUNT_PENALTY_DIVISOR);
                // The "it failed" increment is 32, which we should apply to the first upper-bound (between
                // 6k sats and 12k sats).