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-rw-r--r--pkgs/by-name/mp/mpdpopm/src/dj/algorithms.rs137
1 files changed, 82 insertions, 55 deletions
diff --git a/pkgs/by-name/mp/mpdpopm/src/dj/algorithms.rs b/pkgs/by-name/mp/mpdpopm/src/dj/algorithms.rs
index c002f055..2c3ddad6 100644
--- a/pkgs/by-name/mp/mpdpopm/src/dj/algorithms.rs
+++ b/pkgs/by-name/mp/mpdpopm/src/dj/algorithms.rs
@@ -26,43 +26,56 @@ pub struct Discovery {
 impl Algorithm for Discovery {
     async fn next_track(&mut self, client: &mut Client) -> Result<String> {
         macro_rules! take {
-            ($first:expr, $second:expr, $third:expr) => {{
-                $first.pop().map_or_else(
-                    || {
-                        $second.pop().map_or_else(
-                            || {
-                                $third.pop().map_or_else(
-                                    || {
-                                        unreachable!(
-                                            "This means that there are no songs in the libary"
-                                        )
-                                    },
-                                    |val| {
-                                        tracing::info!(
-                                            "Selecting a `{}` track for the next entry in the queue",
-                                            stringify!($third)
-                                        );
-                                        Ok::<_, anyhow::Error>(val)
-                                    },
-                                )
-                            },
-                            |val| {
-                                tracing::info!(
-                                    "Selecting a `{}` track for the next entry in the queue",
-                                    stringify!($second)
-                                );
-                                Ok::<_, anyhow::Error>(val)
-                            },
-                        )
-                    },
-                    |val| {
-                        tracing::info!(
-                            "Selecting a `{}` track for the next entry in the queue",
-                            stringify!($first)
-                        );
-                        Ok::<_, anyhow::Error>(val)
-                    },
-                )
+            ($rng:expr, $from:expr) => {{
+                info!(concat!(
+                    "Trying to select a `",
+                    stringify!($from),
+                    "` track."
+                ));
+
+                assert!(!$from.is_empty());
+
+                let normalized_weights = {
+                    // We normalize the weights here, because negative values don't work for the
+                    // distribution function we use below.
+                    //    "-5" "-3" "1" "6" "19" | +5
+                    // ->  "0"  "2" "6" "11" "24"
+                    let mut weights = $from.iter().map(|(_, w)| *w).collect::<Vec<_>>();
+
+                    weights.sort_by_key(|w| *w);
+
+                    let first = *weights.first().expect(
+                        "the value to exist, because we never run `take!` with an empty vector",
+                    );
+
+                    if first.is_negative() {
+                        weights
+                            .into_iter()
+                            .rev()
+                            .map(|w| w + first.abs())
+                            .collect::<Vec<_>>()
+                    } else {
+                        weights
+                    }
+                };
+
+                let sample = $rng.sample(
+                    distr::weighted::WeightedIndex::new(normalized_weights.iter())
+                        .expect("to be okay, because the weights are normalized"),
+                );
+
+                let output = $from.remove(sample);
+
+                info!(
+                    concat!(
+                        "(",
+                        stringify!($from),
+                        ") Selected `{}` with weight: `{}` (normalized to `{}`)"
+                    ),
+                    output.0, output.1, normalized_weights[sample]
+                );
+
+                Ok::<_, anyhow::Error>(output)
             }};
         }
 
@@ -89,24 +102,24 @@ impl Algorithm for Discovery {
                 base
             };
 
-            let mut positive = vec![];
-            let mut neutral = vec![];
-            let mut negative = vec![];
-
+            let mut sorted_tracks = Vec::with_capacity(tracks.len());
             for track in tracks {
                 let weight = Self::weight_track(client, &track).await?;
 
-                match weight {
-                    1..=i64::MAX => positive.push(track),
-                    0 => neutral.push(track),
-                    i64::MIN..0 => negative.push(track),
-                }
+                sorted_tracks.push((track, weight));
             }
 
-            // Avoid an inherit ordering, that might be returned by the `Client::get_all_songs()` function.
-            positive.shuffle(&mut rng);
-            neutral.shuffle(&mut rng);
-            negative.shuffle(&mut rng);
+            sorted_tracks.sort_by_key(|(_, weight)| *weight);
+
+            let len = sorted_tracks.len() / 3;
+
+            // We split the tracks into three thirds, so that we can also force a pick from e.g.
+            // the lower third (the negative ones).
+            let negative = sorted_tracks.drain(..len).collect::<Vec<_>>();
+            let neutral = sorted_tracks.drain(..len).collect::<Vec<_>>();
+            let positive = sorted_tracks;
+
+            assert_eq!(negative.len(), neutral.len());
 
             (positive, neutral, negative)
         };
@@ -124,15 +137,29 @@ impl Algorithm for Discovery {
         );
 
         let next = match pick {
-            0 => take!(positive, neutral, negative),
-            1 => take!(neutral, positive, negative),
-            2 => take!(negative, neutral, positive),
+            0 if !positive.is_empty() => take!(rng, positive),
+            1 if !neutral.is_empty() => take!(rng, neutral),
+            2 if !negative.is_empty() => take!(rng, negative),
+            0..=2 => {
+                // We couldn't actually satisfy the request, because we didn't have the required
+                // track. So we just use the first non-empty one.
+                if !positive.is_empty() {
+                    take!(rng, positive)
+                } else if !neutral.is_empty() {
+                    take!(rng, neutral)
+                } else if !negative.is_empty() {
+                    take!(rng, negative)
+                } else {
+                    assert!(positive.is_empty() && neutral.is_empty() && negative.is_empty());
+                    todo!("No songs available to select from, I don't know how to select one.");
+                }
+            }
             _ => unreachable!("These indexes are not possible"),
         }?;
 
-        self.already_done.insert(next.clone());
+        self.already_done.insert(next.0.to_owned());
 
-        Ok(next)
+        Ok(next.0)
     }
 }