Track "steady-state" channel balances in history buckets not live
authorMatt Corallo <git@bluematt.me>
Sun, 16 Apr 2023 04:03:08 +0000 (04:03 +0000)
committerMatt Corallo <git@bluematt.me>
Fri, 15 Sep 2023 17:20:38 +0000 (17:20 +0000)
The lower-bound of the scoring history buckets generally never get
used - if we try to send a payment and it fails, we don't learn
a new lower-bound for the liquidity of a channel, and if we
successfully send a payment we only learn a lower-bound that
applied *before* we sent the payment, not after it completed.

If we assume channels have some "steady-state" liquidity, then
tracking our liquidity estimates *after* a payment doesn't really
make sense - we're not super likely to make a second payment across
the same channel immediately (or, if we are, we can use our
un-decayed liquidity estimates for that). By the time we do go to
use the same channel again, we'd assume that its back at its
"steady-state" and the impacts of our payment have been lost.

To combat both of these effects, here we "subtract" the impact of
any just-successful payments from our liquidity estimates prior to
updating the historical buckets.

lightning/src/routing/scoring.rs

index fda73117979e581bb84bc7f5fbe9cf99e6c421f0..5fd355c23aee6376f95fdfca8bd5639d011c6d5b 100644 (file)
@@ -1070,7 +1070,7 @@ impl<L: DerefMut<Target = u64>, BRT: DerefMut<Target = HistoricalBucketRangeTrac
                        log_trace!(logger, "Max liquidity of {} is {} (already less than or equal to {})",
                                chan_descr, existing_max_msat, amount_msat);
                }
-               self.update_history_buckets();
+               self.update_history_buckets(0);
        }
 
        /// Adjusts the channel liquidity balance bounds when failing to route `amount_msat` downstream.
@@ -1083,7 +1083,7 @@ impl<L: DerefMut<Target = u64>, BRT: DerefMut<Target = HistoricalBucketRangeTrac
                        log_trace!(logger, "Min liquidity of {} is {} (already greater than or equal to {})",
                                chan_descr, existing_min_msat, amount_msat);
                }
-               self.update_history_buckets();
+               self.update_history_buckets(0);
        }
 
        /// Adjusts the channel liquidity balance bounds when successfully routing `amount_msat`.
@@ -1091,10 +1091,14 @@ impl<L: DerefMut<Target = u64>, BRT: DerefMut<Target = HistoricalBucketRangeTrac
                let max_liquidity_msat = self.max_liquidity_msat().checked_sub(amount_msat).unwrap_or(0);
                log_debug!(logger, "Subtracting {} from max liquidity of {} (setting it to {})", amount_msat, chan_descr, max_liquidity_msat);
                self.set_max_liquidity_msat(max_liquidity_msat);
-               self.update_history_buckets();
+               self.update_history_buckets(amount_msat);
        }
 
-       fn update_history_buckets(&mut self) {
+       /// Updates the history buckets for this channel. Because the history buckets track what we now
+       /// know about the channel's state *prior to our payment* (i.e. what we assume is "steady
+       /// state"), we allow the caller to set an offset applied to our liquidity bounds which
+       /// represents the amount of the successful payment we just made.
+       fn update_history_buckets(&mut self, bucket_offset_msat: u64) {
                let half_lives = self.now.duration_since(*self.last_updated).as_secs()
                        .checked_div(self.decay_params.historical_no_updates_half_life.as_secs())
                        .map(|v| v.try_into().unwrap_or(u32::max_value())).unwrap_or(u32::max_value());
@@ -1103,11 +1107,11 @@ impl<L: DerefMut<Target = u64>, BRT: DerefMut<Target = HistoricalBucketRangeTrac
 
                let min_liquidity_offset_msat = self.decayed_offset_msat(*self.min_liquidity_offset_msat);
                self.liquidity_history.min_liquidity_offset_history.track_datapoint(
-                       min_liquidity_offset_msat, self.capacity_msat
+                       min_liquidity_offset_msat + bucket_offset_msat, self.capacity_msat
                );
                let max_liquidity_offset_msat = self.decayed_offset_msat(*self.max_liquidity_offset_msat);
                self.liquidity_history.max_liquidity_offset_history.track_datapoint(
-                       max_liquidity_offset_msat, self.capacity_msat
+                       max_liquidity_offset_msat.saturating_sub(bucket_offset_msat), self.capacity_msat
                );
        }