Implement custom debug for PathBuildingHop
[rust-lightning] / lightning / src / routing / router.rs
index ad0f63f136eaac1392404bb52ddaac82ab8874d9..45dab242675c498e8003c5cdafe373c0f4569d40 100644 (file)
@@ -423,7 +423,7 @@ impl<'a> CandidateRouteHop<'a> {
 /// so that we can choose cheaper paths (as per Dijkstra's algorithm).
 /// Fee values should be updated only in the context of the whole path, see update_value_and_recompute_fees.
 /// These fee values are useful to choose hops as we traverse the graph "payee-to-payer".
-#[derive(Clone, Debug)]
+#[derive(Clone)]
 struct PathBuildingHop<'a> {
        // Note that this should be dropped in favor of loading it from CandidateRouteHop, but doing so
        // is a larger refactor and will require careful performance analysis.
@@ -463,6 +463,22 @@ struct PathBuildingHop<'a> {
        value_contribution_msat: u64,
 }
 
+impl<'a> core::fmt::Debug for PathBuildingHop<'a> {
+       fn fmt(&self, f: &mut core::fmt::Formatter) -> Result<(), core::fmt::Error> {
+               f.debug_struct("PathBuildingHop")
+                       .field("node_id", &self.node_id)
+                       .field("short_channel_id", &self.candidate.short_channel_id())
+                       .field("total_fee_msat", &self.total_fee_msat)
+                       .field("next_hops_fee_msat", &self.next_hops_fee_msat)
+                       .field("hop_use_fee_msat", &self.hop_use_fee_msat)
+                       .field("total_fee_msat - (next_hops_fee_msat + hop_use_fee_msat)", &(&self.total_fee_msat - (&self.next_hops_fee_msat + &self.hop_use_fee_msat)))
+                       .field("path_penalty_msat", &self.path_penalty_msat)
+                       .field("path_htlc_minimum_msat", &self.path_htlc_minimum_msat)
+                       .field("cltv_expiry_delta", &self.candidate.cltv_expiry_delta())
+                       .finish()
+       }
+}
+
 // Instantiated with a list of hops with correct data in them collected during path finding,
 // an instance of this struct should be further modified only via given methods.
 #[derive(Clone)]
@@ -1299,8 +1315,8 @@ where L::Target: Logger {
                                ordered_hops.last_mut().unwrap().0.fee_msat = value_contribution_msat;
                                ordered_hops.last_mut().unwrap().0.hop_use_fee_msat = 0;
 
-                               log_trace!(logger, "Found a path back to us from the target with {} hops contributing up to {} msat: {:?}",
-                                       ordered_hops.len(), value_contribution_msat, ordered_hops);
+                               log_trace!(logger, "Found a path back to us from the target with {} hops contributing up to {} msat: \n {:#?}",
+                                       ordered_hops.len(), value_contribution_msat, ordered_hops.iter().map(|h| &(h.0)).collect::<Vec<&PathBuildingHop>>());
 
                                let mut payment_path = PaymentPath {hops: ordered_hops};
 
@@ -1522,7 +1538,7 @@ where L::Target: Logger {
 
 #[cfg(test)]
 mod tests {
-       use routing::scoring::Score;
+       use routing::scoring::{ProbabilisticScorer, ProbabilisticScoringParameters, Score};
        use routing::network_graph::{NetworkGraph, NetGraphMsgHandler, NodeId};
        use routing::router::{get_route, PaymentParameters, Route, RouteHint, RouteHintHop, RouteHop, RoutingFees};
        use chain::transaction::OutPoint;
@@ -1997,7 +2013,7 @@ mod tests {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple route to 2 via 1
 
@@ -2028,7 +2044,7 @@ mod tests {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple route to 2 via 1
 
@@ -2047,7 +2063,7 @@ mod tests {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple route to 2 via 1
 
@@ -2172,7 +2188,7 @@ mod tests {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // A route to node#2 via two paths.
                // One path allows transferring 35-40 sats, another one also allows 35-40 sats.
@@ -2308,7 +2324,7 @@ mod tests {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // // Disable channels 4 and 12 by flags=2
                update_channel(&net_graph_msg_handler, &secp_ctx, &privkeys[1], UnsignedChannelUpdate {
@@ -2366,7 +2382,7 @@ mod tests {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (_, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[2]);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Disable nodes 1, 2, and 8 by requiring unknown feature bits
                let unknown_features = NodeFeatures::known().set_unknown_feature_required();
@@ -2407,7 +2423,7 @@ mod tests {
        fn our_chans_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Route to 1 via 2 and 3 because our channel to 1 is disabled
                let payment_params = PaymentParameters::from_node_id(nodes[0]);
@@ -2536,7 +2552,7 @@ mod tests {
        fn partial_route_hint_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple test across 2, 3, 5, and 4 via a last_hop channel
                // Tests the behaviour when the RouteHint contains a suboptimal hop.
@@ -2635,7 +2651,7 @@ mod tests {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(empty_last_hop(&nodes));
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Test handling of an empty RouteHint passed in Invoice.
 
@@ -2717,7 +2733,7 @@ mod tests {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (_, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(multi_hint_last_hops(&nodes));
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                // Test through channels 2, 3, 5, 8.
                // Test shows that multiple hop hints are considered.
 
@@ -2823,7 +2839,7 @@ mod tests {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
                let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops_with_public_channel(&nodes));
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                // This test shows that public routes can be present in the invoice
                // which would be handled in the same manner.
 
@@ -2872,7 +2888,7 @@ mod tests {
        fn our_chans_last_hop_connect_test() {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Simple test with outbound channel to 4 to test that last_hops and first_hops connect
                let our_chans = vec![get_channel_details(Some(42), nodes[3].clone(), InitFeatures::from_le_bytes(vec![0b11]), 250_000_000)];
@@ -2993,7 +3009,7 @@ mod tests {
                }]);
                let payment_params = PaymentParameters::from_node_id(target_node_id).with_route_hints(vec![last_hops]);
                let our_chans = vec![get_channel_details(Some(42), middle_node_id, InitFeatures::from_le_bytes(vec![0b11]), outbound_capacity_msat)];
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                get_route(&source_node_id, &payment_params, &NetworkGraph::new(genesis_block(Network::Testnet).header.block_hash()), Some(&our_chans.iter().collect::<Vec<_>>()), route_val, 42, &test_utils::TestLogger::new(), &scorer)
        }
 
@@ -3047,7 +3063,7 @@ mod tests {
 
                let (secp_ctx, network_graph, mut net_graph_msg_handler, chain_monitor, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
 
                // We will use a simple single-path route from
@@ -3319,7 +3335,7 @@ mod tests {
                // one of the latter hops is limited.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
 
                // Path via {node7, node2, node4} is channels {12, 13, 6, 11}.
@@ -3442,7 +3458,7 @@ mod tests {
        fn ignore_fee_first_hop_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[2]);
 
                // Path via node0 is channels {1, 3}. Limit them to 100 and 50 sats (total limit 50).
@@ -3488,7 +3504,7 @@ mod tests {
        fn simple_mpp_route_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
 
                // We need a route consisting of 3 paths:
@@ -3619,7 +3635,7 @@ mod tests {
        fn long_mpp_route_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
 
                // We need a route consisting of 3 paths:
@@ -3781,7 +3797,7 @@ mod tests {
        fn mpp_cheaper_route_test() {
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
 
                // This test checks that if we have two cheaper paths and one more expensive path,
@@ -3948,7 +3964,7 @@ mod tests {
                // if the fee is not properly accounted for, the behavior is different.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[3]).with_features(InvoiceFeatures::known());
 
                // We need a route consisting of 2 paths:
@@ -4127,7 +4143,7 @@ mod tests {
                // This bug appeared in production in some specific channel configurations.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(PublicKey::from_slice(&[02; 33]).unwrap()).with_features(InvoiceFeatures::known())
                        .with_route_hints(vec![RouteHint(vec![RouteHintHop {
                                src_node_id: nodes[2],
@@ -4215,7 +4231,7 @@ mod tests {
                // path finding we realize that we found more capacity than we need.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
 
                // We need a route consisting of 3 paths:
@@ -4372,7 +4388,7 @@ mod tests {
                let network_graph = Arc::new(NetworkGraph::new(genesis_block(Network::Testnet).header.block_hash()));
                let net_graph_msg_handler = NetGraphMsgHandler::new(Arc::clone(&network_graph), None, Arc::clone(&logger));
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[6]);
 
                add_channel(&net_graph_msg_handler, &secp_ctx, &our_privkey, &privkeys[1], ChannelFeatures::from_le_bytes(id_to_feature_flags(6)), 6);
@@ -4501,7 +4517,7 @@ mod tests {
                // we calculated fees on a higher value, resulting in us ignoring such paths.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, _, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[2]);
 
                // We modify the graph to set the htlc_maximum of channel 2 to below the value we wish to
@@ -4563,7 +4579,7 @@ mod tests {
                // resulting in us thinking there is no possible path, even if other paths exist.
                let (secp_ctx, network_graph, net_graph_msg_handler, _, logger) = build_graph();
                let (our_privkey, our_id, privkeys, nodes) = get_nodes(&secp_ctx);
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[2]).with_features(InvoiceFeatures::known());
 
                // We modify the graph to set the htlc_minimum of channel 2 and 4 as needed - channel 2
@@ -4630,7 +4646,7 @@ mod tests {
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
                let logger = Arc::new(test_utils::TestLogger::new());
                let network_graph = NetworkGraph::new(genesis_block(Network::Testnet).header.block_hash());
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let payment_params = PaymentParameters::from_node_id(nodes[0]).with_features(InvoiceFeatures::known());
 
                {
@@ -4671,7 +4687,7 @@ mod tests {
                let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes));
 
                // Without penalizing each hop 100 msats, a longer path with lower fees is chosen.
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let route = get_route(
                        &our_id, &payment_params, &network_graph, None, 100, 42,
                        Arc::clone(&logger), &scorer
@@ -4684,7 +4700,7 @@ mod tests {
 
                // Applying a 100 msat penalty to each hop results in taking channels 7 and 10 to nodes[6]
                // from nodes[2] rather than channel 6, 11, and 8, even though the longer path is cheaper.
-               let scorer = test_utils::TestScorer::with_fixed_penalty(100);
+               let scorer = test_utils::TestScorer::with_penalty(100);
                let route = get_route(
                        &our_id, &payment_params, &network_graph, None, 100, 42,
                        Arc::clone(&logger), &scorer
@@ -4738,7 +4754,7 @@ mod tests {
                let payment_params = PaymentParameters::from_node_id(nodes[6]).with_route_hints(last_hops(&nodes));
 
                // A path to nodes[6] exists when no penalties are applied to any channel.
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
                let route = get_route(
                        &our_id, &payment_params, &network_graph, None, 100, 42,
                        Arc::clone(&logger), &scorer
@@ -4850,7 +4866,7 @@ mod tests {
                let (secp_ctx, network_graph, _, _, logger) = build_graph();
                let (_, our_id, _, nodes) = get_nodes(&secp_ctx);
 
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
+               let scorer = test_utils::TestScorer::with_penalty(0);
 
                // Make sure that generally there is at least one route available
                let feasible_max_total_cltv_delta = 1008;
@@ -4895,7 +4911,6 @@ mod tests {
                        },
                };
                let graph = NetworkGraph::read(&mut d).unwrap();
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
 
                // First, get 100 (source, destination) pairs for which route-getting actually succeeds...
                let mut seed = random_init_seed() as usize;
@@ -4908,6 +4923,8 @@ mod tests {
                                let dst = PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
                                let payment_params = PaymentParameters::from_node_id(dst);
                                let amt = seed as u64 % 200_000_000;
+                               let params = ProbabilisticScoringParameters::default();
+                               let scorer = ProbabilisticScorer::new(params, &graph);
                                if get_route(src, &payment_params, &graph, None, amt, 42, &test_utils::TestLogger::new(), &scorer).is_ok() {
                                        continue 'load_endpoints;
                                }
@@ -4926,7 +4943,6 @@ mod tests {
                        },
                };
                let graph = NetworkGraph::read(&mut d).unwrap();
-               let scorer = test_utils::TestScorer::with_fixed_penalty(0);
 
                // First, get 100 (source, destination) pairs for which route-getting actually succeeds...
                let mut seed = random_init_seed() as usize;
@@ -4939,6 +4955,8 @@ mod tests {
                                let dst = PublicKey::from_slice(nodes.keys().skip(seed % nodes.len()).next().unwrap().as_slice()).unwrap();
                                let payment_params = PaymentParameters::from_node_id(dst).with_features(InvoiceFeatures::known());
                                let amt = seed as u64 % 200_000_000;
+                               let params = ProbabilisticScoringParameters::default();
+                               let scorer = ProbabilisticScorer::new(params, &graph);
                                if get_route(src, &payment_params, &graph, None, amt, 42, &test_utils::TestLogger::new(), &scorer).is_ok() {
                                        continue 'load_endpoints;
                                }
@@ -4982,7 +5000,7 @@ mod benches {
        use chain::transaction::OutPoint;
        use ln::channelmanager::{ChannelCounterparty, ChannelDetails};
        use ln::features::{InitFeatures, InvoiceFeatures};
-       use routing::scoring::Scorer;
+       use routing::scoring::{FixedPenaltyScorer, ProbabilisticScorer, ProbabilisticScoringParameters, Scorer};
        use util::logger::{Logger, Record};
 
        use test::Bencher;
@@ -4992,15 +5010,6 @@ mod benches {
                fn log(&self, _record: &Record) {}
        }
 
-       struct ZeroPenaltyScorer;
-       impl Score for ZeroPenaltyScorer {
-               fn channel_penalty_msat(
-                       &self, _short_channel_id: u64, _send_amt: u64, _capacity_msat: u64, _source: &NodeId, _target: &NodeId
-               ) -> u64 { 0 }
-               fn payment_path_failed(&mut self, _path: &[&RouteHop], _short_channel_id: u64) {}
-               fn payment_path_successful(&mut self, _path: &[&RouteHop]) {}
-       }
-
        fn read_network_graph() -> NetworkGraph {
                let mut d = test_utils::get_route_file().unwrap();
                NetworkGraph::read(&mut d).unwrap()
@@ -5043,14 +5052,14 @@ mod benches {
        #[bench]
        fn generate_routes_with_zero_penalty_scorer(bench: &mut Bencher) {
                let network_graph = read_network_graph();
-               let scorer = ZeroPenaltyScorer;
+               let scorer = FixedPenaltyScorer::with_penalty(0);
                generate_routes(bench, &network_graph, scorer, InvoiceFeatures::empty());
        }
 
        #[bench]
        fn generate_mpp_routes_with_zero_penalty_scorer(bench: &mut Bencher) {
                let network_graph = read_network_graph();
-               let scorer = ZeroPenaltyScorer;
+               let scorer = FixedPenaltyScorer::with_penalty(0);
                generate_routes(bench, &network_graph, scorer, InvoiceFeatures::known());
        }
 
@@ -5068,6 +5077,22 @@ mod benches {
                generate_routes(bench, &network_graph, scorer, InvoiceFeatures::known());
        }
 
+       #[bench]
+       fn generate_routes_with_probabilistic_scorer(bench: &mut Bencher) {
+               let network_graph = read_network_graph();
+               let params = ProbabilisticScoringParameters::default();
+               let scorer = ProbabilisticScorer::new(params, &network_graph);
+               generate_routes(bench, &network_graph, scorer, InvoiceFeatures::empty());
+       }
+
+       #[bench]
+       fn generate_mpp_routes_with_probabilistic_scorer(bench: &mut Bencher) {
+               let network_graph = read_network_graph();
+               let params = ProbabilisticScoringParameters::default();
+               let scorer = ProbabilisticScorer::new(params, &network_graph);
+               generate_routes(bench, &network_graph, scorer, InvoiceFeatures::known());
+       }
+
        fn generate_routes<S: Score>(
                bench: &mut Bencher, graph: &NetworkGraph, mut scorer: S, features: InvoiceFeatures
        ) {