1 files changed, 89 insertions, 0 deletions
diff --git a/src/exhaustive.rs b/src/exhaustive.rs
new file mode 100644
index 0000000..909edda
--- /dev/null
+++ b/src/exhaustive.rs
@@ -0,0 +1,89 @@
+//! Exhaustive nearest neighbor search.
+
+use crate::distance::Proximity;
+use crate::{ExactNeighbors, NearestNeighbors, Neighborhood};
+
+use std::iter::FromIterator;
+
+/// A [NearestNeighbors] implementation that does exhaustive search.
+#[derive(Debug)]
+pub struct ExhaustiveSearch<T>(Vec<T>);
+
+impl<T> ExhaustiveSearch<T> {
+    /// Create an empty ExhaustiveSearch index.
+    pub fn new() -> Self {
+        Self(Vec::new())
+    }
+
+    /// Add a new item to the index.
+    pub fn push(&mut self, item: T) {
+        self.0.push(item);
+    }
+
+    /// Get the size of this index.
+    pub fn len(&self) -> usize {
+        self.0.len()
+    }
+
+    /// Check if this index is empty.
+    pub fn is_empty(&self) -> bool {
+        self.0.is_empty()
+    }
+}
+
+impl<T> Default for ExhaustiveSearch<T> {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl<T> FromIterator<T> for ExhaustiveSearch<T> {
+    fn from_iter<I: IntoIterator<Item = T>>(items: I) -> Self {
+        Self(items.into_iter().collect())
+    }
+}
+
+impl<T> IntoIterator for ExhaustiveSearch<T> {
+    type Item = T;
+    type IntoIter = std::vec::IntoIter<T>;
+
+    fn into_iter(self) -> Self::IntoIter {
+        self.0.into_iter()
+    }
+}
+
+impl<T> Extend<T> for ExhaustiveSearch<T> {
+    fn extend<I: IntoIterator<Item = T>>(&mut self, iter: I) {
+        for value in iter {
+            self.push(value);
+        }
+    }
+}
+
+impl<K: Proximity<V>, V> NearestNeighbors<K, V> for ExhaustiveSearch<V> {
+    fn search<'k, 'v, N>(&'v self, mut neighborhood: N) -> N
+    where
+        K: 'k,
+        V: 'v,
+        N: Neighborhood<&'k K, &'v V>,
+    {
+        for e in &self.0 {
+            neighborhood.consider(e);
+        }
+        neighborhood
+    }
+}
+
+impl<K: Proximity<V>, V> ExactNeighbors<K, V> for ExhaustiveSearch<V> {}
+
+#[cfg(test)]
+pub mod tests {
+    use super::*;
+
+    use crate::tests::test_nearest_neighbors;
+
+    #[test]
+    fn test_exhaustive_index() {
+        test_nearest_neighbors(ExhaustiveSearch::from_iter);
+    }
+}