//! let scorer = ProbabilisticScorer::new(params, &network_graph, &logger);
//! # let random_seed_bytes = [42u8; 32];
//!
-//! let route = find_route(&payer, &route_params, &network_graph.read_only(), None, &logger, &scorer, &random_seed_bytes);
+//! let route = find_route(&payer, &route_params, &network_graph, None, &logger, &scorer, &random_seed_bytes);
//! # }
//! ```
//!
/// Handles updating channel penalties after successfully routing along a path.
fn payment_path_successful(&mut self, path: &[&RouteHop]);
+
+ /// Handles updating channel penalties after a probe over the given path failed.
+ fn probe_failed(&mut self, path: &[&RouteHop], short_channel_id: u64);
+
+ /// Handles updating channel penalties after a probe over the given path succeeded.
+ fn probe_successful(&mut self, path: &[&RouteHop]);
}
impl<S: Score, T: DerefMut<Target=S> $(+ $supertrait)*> Score for T {
fn payment_path_successful(&mut self, path: &[&RouteHop]) {
self.deref_mut().payment_path_successful(path)
}
+
+ fn probe_failed(&mut self, path: &[&RouteHop], short_channel_id: u64) {
+ self.deref_mut().probe_failed(path, short_channel_id)
+ }
+
+ fn probe_successful(&mut self, path: &[&RouteHop]) {
+ self.deref_mut().probe_successful(path)
+ }
}
} }
fn payment_path_failed(&mut self, _path: &[&RouteHop], _short_channel_id: u64) {}
fn payment_path_successful(&mut self, _path: &[&RouteHop]) {}
+
+ fn probe_failed(&mut self, _path: &[&RouteHop], _short_channel_id: u64) {}
+
+ fn probe_successful(&mut self, _path: &[&RouteHop]) {}
}
impl Writeable for FixedPenaltyScorer {
///
/// Used to configure base, liquidity, and amount penalties, the sum of which comprises the channel
/// penalty (i.e., the amount in msats willing to be paid to avoid routing through the channel).
-#[derive(Clone, Copy)]
+#[derive(Clone)]
pub struct ProbabilisticScoringParameters {
/// A fixed penalty in msats to apply to each channel.
///
///
/// Default value: 256 msat
pub amount_penalty_multiplier_msat: u64,
+
+ /// A list of nodes that won't be considered during path finding.
+ ///
+ /// (C-not exported)
+ pub banned_nodes: HashSet<NodeId>,
+
+ /// This penalty is applied when `htlc_maximum_msat` is equal to or larger than half of the
+ /// channel's capacity, which makes us prefer nodes with a smaller `htlc_maximum_msat`. We
+ /// treat such nodes preferentially as this makes balance discovery attacks harder to execute,
+ /// thereby creating an incentive to restrict `htlc_maximum_msat` and improve privacy.
+ ///
+ /// Default value: 250 msat
+ pub anti_probing_penalty_msat: u64,
}
/// Accounting for channel liquidity balance uncertainty.
}
None
}
+
+ /// Marks the node with the given `node_id` as banned, i.e.,
+ /// it will be avoided during path finding.
+ pub fn add_banned(&mut self, node_id: &NodeId) {
+ self.params.banned_nodes.insert(*node_id);
+ }
+
+ /// Removes the node with the given `node_id` from the list of nodes to avoid.
+ pub fn remove_banned(&mut self, node_id: &NodeId) {
+ self.params.banned_nodes.remove(node_id);
+ }
+
+ /// Clears the list of nodes that are avoided during path finding.
+ pub fn clear_banned(&mut self) {
+ self.params.banned_nodes = HashSet::new();
+ }
}
impl ProbabilisticScoringParameters {
liquidity_penalty_multiplier_msat: 0,
liquidity_offset_half_life: Duration::from_secs(3600),
amount_penalty_multiplier_msat: 0,
+ banned_nodes: HashSet::new(),
+ anti_probing_penalty_msat: 0,
+ }
+ }
+
+ /// Marks all nodes in the given list as banned, i.e.,
+ /// they will be avoided during path finding.
+ pub fn add_banned_from_list(&mut self, node_ids: Vec<NodeId>) {
+ for id in node_ids {
+ self.banned_nodes.insert(id);
}
}
}
liquidity_penalty_multiplier_msat: 40_000,
liquidity_offset_half_life: Duration::from_secs(3600),
amount_penalty_multiplier_msat: 256,
+ banned_nodes: HashSet::new(),
+ anti_probing_penalty_msat: 250,
}
}
}
impl<L: Deref<Target = u64>, T: Time, U: Deref<Target = T>> DirectedChannelLiquidity<L, T, U> {
/// Returns a penalty for routing the given HTLC `amount_msat` through the channel in this
/// direction.
- fn penalty_msat(&self, amount_msat: u64, params: ProbabilisticScoringParameters) -> u64 {
+ fn penalty_msat(&self, amount_msat: u64, params: &ProbabilisticScoringParameters) -> u64 {
let max_liquidity_msat = self.max_liquidity_msat();
let min_liquidity_msat = core::cmp::min(self.min_liquidity_msat(), max_liquidity_msat);
if amount_msat <= min_liquidity_msat {
#[inline(always)]
fn combined_penalty_msat(
&self, amount_msat: u64, negative_log10_times_2048: u64,
- params: ProbabilisticScoringParameters
+ params: &ProbabilisticScoringParameters
) -> u64 {
let liquidity_penalty_msat = {
// Upper bound the liquidity penalty to ensure some channel is selected.
fn channel_penalty_msat(
&self, short_channel_id: u64, source: &NodeId, target: &NodeId, usage: ChannelUsage
) -> u64 {
- if let EffectiveCapacity::ExactLiquidity { liquidity_msat } = usage.effective_capacity {
- if usage.amount_msat > liquidity_msat {
- return u64::max_value();
- } else {
- return self.params.base_penalty_msat;
- };
+ if self.params.banned_nodes.contains(source) || self.params.banned_nodes.contains(target) {
+ return u64::max_value();
+ }
+
+ let mut anti_probing_penalty_msat = 0;
+ match usage.effective_capacity {
+ EffectiveCapacity::ExactLiquidity { liquidity_msat } => {
+ if usage.amount_msat > liquidity_msat {
+ return u64::max_value();
+ } else {
+ return self.params.base_penalty_msat;
+ }
+ },
+ EffectiveCapacity::Total { capacity_msat, htlc_maximum_msat: Some(htlc_maximum_msat) } => {
+ if htlc_maximum_msat >= capacity_msat/2 {
+ anti_probing_penalty_msat = self.params.anti_probing_penalty_msat;
+ }
+ },
+ _ => {},
}
let liquidity_offset_half_life = self.params.liquidity_offset_half_life;
.get(&short_channel_id)
.unwrap_or(&ChannelLiquidity::new())
.as_directed(source, target, capacity_msat, liquidity_offset_half_life)
- .penalty_msat(amount_msat, self.params)
+ .penalty_msat(amount_msat, &self.params)
+ .saturating_add(anti_probing_penalty_msat)
}
fn payment_path_failed(&mut self, path: &[&RouteHop], short_channel_id: u64) {
}
}
}
+
+ fn probe_failed(&mut self, path: &[&RouteHop], short_channel_id: u64) {
+ self.payment_path_failed(path, short_channel_id)
+ }
+
+ fn probe_successful(&mut self, path: &[&RouteHop]) {
+ self.payment_path_failed(path, u64::max_value())
+ }
}
mod approx {
#[inline]
fn write<W: Writer>(&self, w: &mut W) -> Result<(), io::Error> {
write_tlv_fields!(w, {
- (0, self.channel_liquidities, required)
+ (0, self.channel_liquidities, required),
});
Ok(())
}
let (params, network_graph, logger) = args;
let mut channel_liquidities = HashMap::new();
read_tlv_fields!(r, {
- (0, channel_liquidities, required)
+ (0, channel_liquidities, required),
});
Ok(Self {
params,
let usage = ChannelUsage {
amount_msat: 1_024,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 0);
let usage = ChannelUsage { amount_msat: 10_240, ..usage };
let usage = ChannelUsage {
amount_msat: 128,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 58);
let usage = ChannelUsage { amount_msat: 256, ..usage };
let usage = ChannelUsage {
amount_msat: 39,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 100 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 100, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 0);
let usage = ChannelUsage { amount_msat: 50, ..usage };
let usage = ChannelUsage {
amount_msat: 500,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: Some(1_000) },
};
let failed_path = payment_path_for_amount(500);
let successful_path = payment_path_for_amount(200);
let usage = ChannelUsage {
amount_msat: 250,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 128);
let usage = ChannelUsage { amount_msat: 500, ..usage };
let usage = ChannelUsage {
amount_msat: 250,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 128);
let usage = ChannelUsage { amount_msat: 500, ..usage };
let usage = ChannelUsage {
amount_msat: 250,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: Some(1_000) },
};
let path = payment_path_for_amount(500);
let usage = ChannelUsage {
amount_msat: 0,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 0);
let usage = ChannelUsage { amount_msat: 1_024, ..usage };
let usage = ChannelUsage {
amount_msat: 256,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 125);
let usage = ChannelUsage {
amount_msat: 512,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 300);
liquidity_offset_half_life: Duration::from_secs(10),
..ProbabilisticScoringParameters::zero_penalty()
};
- let mut scorer = ProbabilisticScorer::new(params, &network_graph, &logger);
+ let mut scorer = ProbabilisticScorer::new(params.clone(), &network_graph, &logger);
let source = source_node_id();
let target = target_node_id();
let usage = ChannelUsage {
amount_msat: 500,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: Some(1_000) },
};
scorer.payment_path_failed(&payment_path_for_amount(500).iter().collect::<Vec<_>>(), 42);
liquidity_offset_half_life: Duration::from_secs(10),
..ProbabilisticScoringParameters::zero_penalty()
};
- let mut scorer = ProbabilisticScorer::new(params, &network_graph, &logger);
+ let mut scorer = ProbabilisticScorer::new(params.clone(), &network_graph, &logger);
let source = source_node_id();
let target = target_node_id();
let usage = ChannelUsage {
amount_msat: 500,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: Some(1_000) },
};
scorer.payment_path_failed(&payment_path_for_amount(500).iter().collect::<Vec<_>>(), 42);
let usage = ChannelUsage {
amount_msat: 100_000_000,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 950_000_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 950_000_000, htlc_maximum_msat: Some(1_000) },
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 3613);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 1977);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 2_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 2_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 1474);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 3_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 3_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 1223);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 4_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 4_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 877);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 5_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 5_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 845);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 6_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 6_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 500);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 7_450_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 7_450_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 500);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 7_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 7_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 500);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 8_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 8_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 500);
let usage = ChannelUsage {
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 9_950_000_000 }, ..usage
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 9_950_000_000, htlc_maximum_msat: Some(1_000) }, ..usage
};
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 500);
}
let usage = ChannelUsage {
amount_msat: 128,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024, htlc_maximum_msat: Some(1_000) },
};
let params = ProbabilisticScoringParameters {
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 58);
let params = ProbabilisticScoringParameters {
- base_penalty_msat: 500, liquidity_penalty_multiplier_msat: 1_000, ..Default::default()
+ base_penalty_msat: 500, liquidity_penalty_multiplier_msat: 1_000,
+ anti_probing_penalty_msat: 0, ..Default::default()
};
let scorer = ProbabilisticScorer::new(params, &network_graph, &logger);
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 558);
let usage = ChannelUsage {
amount_msat: 512_000,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: Some(1_000) },
};
let params = ProbabilisticScoringParameters {
let usage = ChannelUsage {
amount_msat: 750,
inflight_htlc_msat: 0,
- effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000 },
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_000, htlc_maximum_msat: Some(1_000) },
};
assert_ne!(scorer.channel_penalty_msat(42, &source, &target, usage), u64::max_value());
let logger = TestLogger::new();
let network_graph = network_graph(&logger);
let params = ProbabilisticScoringParameters::default();
- let scorer = ProbabilisticScorer::new(params, &network_graph, &logger);
+ let scorer = ProbabilisticScorer::new(params.clone(), &network_graph, &logger);
let source = source_node_id();
let target = target_node_id();
let usage = ChannelUsage { amount_msat: 1_001, ..usage };
assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), u64::max_value());
}
+
+ #[test]
+ fn adds_anti_probing_penalty() {
+ let logger = TestLogger::new();
+ let network_graph = network_graph(&logger);
+ let source = source_node_id();
+ let target = target_node_id();
+ let params = ProbabilisticScoringParameters {
+ anti_probing_penalty_msat: 500,
+ ..ProbabilisticScoringParameters::zero_penalty()
+ };
+ let scorer = ProbabilisticScorer::new(params, &network_graph, &logger);
+
+ // Check we receive no penalty for a low htlc_maximum_msat.
+ let usage = ChannelUsage {
+ amount_msat: 512_000,
+ inflight_htlc_msat: 0,
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: Some(1_000) },
+ };
+ assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 0);
+
+ // Check we receive anti-probing penalty for htlc_maximum_msat == channel_capacity.
+ let usage = ChannelUsage {
+ amount_msat: 512_000,
+ inflight_htlc_msat: 0,
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: Some(1_024_000) },
+ };
+ assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 500);
+
+ // Check we receive anti-probing penalty for htlc_maximum_msat == channel_capacity/2.
+ let usage = ChannelUsage {
+ amount_msat: 512_000,
+ inflight_htlc_msat: 0,
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: Some(512_000) },
+ };
+ assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 500);
+
+ // Check we receive no anti-probing penalty for htlc_maximum_msat == channel_capacity/2 - 1.
+ let usage = ChannelUsage {
+ amount_msat: 512_000,
+ inflight_htlc_msat: 0,
+ effective_capacity: EffectiveCapacity::Total { capacity_msat: 1_024_000, htlc_maximum_msat: Some(511_999) },
+ };
+ assert_eq!(scorer.channel_penalty_msat(42, &source, &target, usage), 0);
+ }
}