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Decay channel failure penalty upon success
If a payment failed to route through a channel, a penalty is applied to the channel in the future when finding a route. This penalty decays over time. Immediately decay the penalty by one half life when a payment is successfully routed through the channel.
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lightning/src/routing/scoring.rs

Lines changed: 62 additions & 11 deletions
Original file line numberDiff line numberDiff line change
@@ -199,7 +199,7 @@ pub type Scorer = ScorerUsingTime::<std::time::Instant>;
199199
/// Used to apply a fixed penalty to each channel, thus avoiding long paths when shorter paths with
200200
/// slightly higher fees are available. Will further penalize channels that fail to relay payments.
201201
///
202-
/// See [module-level documentation] for usage.
202+
/// See [module-level documentation] for usage and [`ScoringParameters`] for customization.
203203
///
204204
/// [module-level documentation]: crate::routing::scoring
205205
#[cfg(feature = "no-std")]
@@ -235,7 +235,7 @@ pub struct ScoringParameters {
235235
/// A penalty in msats to apply to a channel upon failing to relay a payment.
236236
///
237237
/// This accumulates for each failure but may be reduced over time based on
238-
/// [`failure_penalty_half_life`].
238+
/// [`failure_penalty_half_life`] or when successfully routing through a channel.
239239
///
240240
/// Default value: 1,024,000 msat
241241
///
@@ -262,6 +262,8 @@ pub struct ScoringParameters {
262262
/// The time required to elapse before any accumulated [`failure_penalty_msat`] penalties are
263263
/// cut in half.
264264
///
265+
/// Successfully routing through a channel will immediately cut the penalty in half as well.
266+
///
265267
/// # Note
266268
///
267269
/// When built with the `no-std` feature, time will never elapse. Therefore, this penalty will
@@ -283,11 +285,12 @@ impl_writeable_tlv_based!(ScoringParameters, {
283285
///
284286
/// Penalties decay over time, though accumulate as more failures occur.
285287
struct ChannelFailure<T: Time> {
286-
/// Accumulated penalty in msats for the channel as of `last_failed`.
288+
/// Accumulated penalty in msats for the channel as of `last_updated`.
287289
undecayed_penalty_msat: u64,
288290

289-
/// Last time the channel failed. Used to decay `undecayed_penalty_msat`.
290-
last_failed: T,
291+
/// Last time the channel either failed to route or successfully routed a payment. Used to decay
292+
/// `undecayed_penalty_msat`.
293+
last_updated: T,
291294
}
292295

293296
impl<T: Time> ScorerUsingTime<T> {
@@ -316,17 +319,22 @@ impl<T: Time> ChannelFailure<T> {
316319
fn new(failure_penalty_msat: u64) -> Self {
317320
Self {
318321
undecayed_penalty_msat: failure_penalty_msat,
319-
last_failed: T::now(),
322+
last_updated: T::now(),
320323
}
321324
}
322325

323326
fn add_penalty(&mut self, failure_penalty_msat: u64, half_life: Duration) {
324327
self.undecayed_penalty_msat = self.decayed_penalty_msat(half_life) + failure_penalty_msat;
325-
self.last_failed = T::now();
328+
self.last_updated = T::now();
329+
}
330+
331+
fn reduce_penalty(&mut self, half_life: Duration) {
332+
self.undecayed_penalty_msat = self.decayed_penalty_msat(half_life) >> 1;
333+
self.last_updated = T::now();
326334
}
327335

328336
fn decayed_penalty_msat(&self, half_life: Duration) -> u64 {
329-
let decays = self.last_failed.elapsed().as_secs().checked_div(half_life.as_secs());
337+
let decays = self.last_updated.elapsed().as_secs().checked_div(half_life.as_secs());
330338
match decays {
331339
Some(decays) => self.undecayed_penalty_msat >> decays,
332340
None => 0,
@@ -385,7 +393,14 @@ impl<T: Time> Score for ScorerUsingTime<T> {
385393
.or_insert_with(|| ChannelFailure::new(failure_penalty_msat));
386394
}
387395

388-
fn payment_path_successful(&mut self, _path: &[&RouteHop]) {}
396+
fn payment_path_successful(&mut self, path: &[&RouteHop]) {
397+
let half_life = self.params.failure_penalty_half_life;
398+
for hop in path.iter() {
399+
self.channel_failures
400+
.entry(hop.short_channel_id)
401+
.and_modify(|failure| failure.reduce_penalty(half_life));
402+
}
403+
}
389404
}
390405

391406
impl<T: Time> Writeable for ScorerUsingTime<T> {
@@ -413,7 +428,7 @@ impl<T: Time> Readable for ScorerUsingTime<T> {
413428
impl<T: Time> Writeable for ChannelFailure<T> {
414429
#[inline]
415430
fn write<W: Writer>(&self, w: &mut W) -> Result<(), io::Error> {
416-
let duration_since_epoch = T::duration_since_epoch() - self.last_failed.elapsed();
431+
let duration_since_epoch = T::duration_since_epoch() - self.last_updated.elapsed();
417432
write_tlv_fields!(w, {
418433
(0, self.undecayed_penalty_msat, required),
419434
(2, duration_since_epoch, required),
@@ -433,7 +448,7 @@ impl<T: Time> Readable for ChannelFailure<T> {
433448
});
434449
Ok(Self {
435450
undecayed_penalty_msat,
436-
last_failed: T::now() - (T::duration_since_epoch() - duration_since_epoch),
451+
last_updated: T::now() - (T::duration_since_epoch() - duration_since_epoch),
437452
})
438453
}
439454
}
@@ -505,8 +520,10 @@ mod tests {
505520
use super::{ScoringParameters, ScorerUsingTime, Time};
506521
use super::time::Eternity;
507522

523+
use ln::features::{ChannelFeatures, NodeFeatures};
508524
use routing::scoring::Score;
509525
use routing::network_graph::NodeId;
526+
use routing::router::RouteHop;
510527
use util::ser::{Readable, Writeable};
511528

512529
use bitcoin::secp256k1::PublicKey;
@@ -685,6 +702,40 @@ mod tests {
685702
assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_384);
686703
}
687704

705+
#[test]
706+
fn reduces_channel_failure_penalties_after_success() {
707+
let mut scorer = Scorer::new(ScoringParameters {
708+
base_penalty_msat: 1_000,
709+
failure_penalty_msat: 512,
710+
failure_penalty_half_life: Duration::from_secs(10),
711+
overuse_penalty_start_1024th: 1024,
712+
overuse_penalty_msat_per_1024th: 0,
713+
});
714+
let source = source_node_id();
715+
let target = target_node_id();
716+
assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_000);
717+
718+
scorer.payment_path_failed(&[], 42);
719+
assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_512);
720+
721+
SinceEpoch::advance(Duration::from_secs(10));
722+
assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_256);
723+
724+
let hop = RouteHop {
725+
pubkey: PublicKey::from_slice(target.as_slice()).unwrap(),
726+
node_features: NodeFeatures::known(),
727+
short_channel_id: 42,
728+
channel_features: ChannelFeatures::known(),
729+
fee_msat: 1,
730+
cltv_expiry_delta: 18,
731+
};
732+
scorer.payment_path_successful(&[&hop]);
733+
assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_128);
734+
735+
SinceEpoch::advance(Duration::from_secs(10));
736+
assert_eq!(scorer.channel_penalty_msat(42, 1, Some(1), &source, &target), 1_064);
737+
}
738+
688739
#[test]
689740
fn restores_persisted_channel_failure_penalties() {
690741
let mut scorer = Scorer::new(ScoringParameters {

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