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//! Adaptive Radix Tree (ART) for property indexes
//!
//! ART provides space-efficient indexing with excellent cache performance
//! through adaptive node sizes and path compression.
use std::cmp::Ordering;
use std::mem;
/// Adaptive Radix Tree for property indexing
pub struct AdaptiveRadixTree<V: Clone> {
root: Option<Box<ArtNode<V>>>,
size: usize,
}
impl<V: Clone> AdaptiveRadixTree<V> {
pub fn new() -> Self {
Self {
root: None,
size: 0,
}
}
/// Insert a key-value pair
pub fn insert(&mut self, key: &[u8], value: V) {
if self.root.is_none() {
self.root = Some(Box::new(ArtNode::Leaf {
key: key.to_vec(),
value,
}));
self.size += 1;
return;
}
let root = self.root.take().unwrap();
self.root = Some(Self::insert_recursive(root, key, 0, value));
self.size += 1;
}
fn insert_recursive(
mut node: Box<ArtNode<V>>,
key: &[u8],
depth: usize,
value: V,
) -> Box<ArtNode<V>> {
match node.as_mut() {
ArtNode::Leaf {
key: leaf_key,
value: leaf_value,
} => {
// Check if keys are identical
if *leaf_key == key {
// Replace value
*leaf_value = value;
return node;
}
// Find common prefix length starting from depth
let common_prefix_len = Self::common_prefix_len(leaf_key, key, depth);
let prefix = if depth + common_prefix_len <= leaf_key.len()
&& depth + common_prefix_len <= key.len()
{
key[depth..depth + common_prefix_len].to_vec()
} else {
vec![]
};
// Create a new Node4 to hold both leaves
let mut children: [Option<Box<ArtNode<V>>>; 4] = [None, None, None, None];
let mut keys_arr = [0u8; 4];
let mut num_children = 0u8;
let next_depth = depth + common_prefix_len;
// Get the distinguishing bytes for old and new keys
let old_byte = if next_depth < leaf_key.len() {
Some(leaf_key[next_depth])
} else {
None
};
let new_byte = if next_depth < key.len() {
Some(key[next_depth])
} else {
None
};
// Take ownership of old leaf's data
let old_key = std::mem::take(leaf_key);
let old_value = unsafe { std::ptr::read(leaf_value) };
// Add old leaf
if let Some(byte) = old_byte {
keys_arr[num_children as usize] = byte;
children[num_children as usize] = Some(Box::new(ArtNode::Leaf {
key: old_key,
value: old_value,
}));
num_children += 1;
}
// Add new leaf
if let Some(byte) = new_byte {
// Find insertion position (keep sorted for efficiency)
let mut insert_idx = num_children as usize;
for i in 0..num_children as usize {
if byte < keys_arr[i] {
insert_idx = i;
break;
}
}
// Shift existing entries if needed
for i in (insert_idx..num_children as usize).rev() {
keys_arr[i + 1] = keys_arr[i];
children[i + 1] = children[i].take();
}
keys_arr[insert_idx] = byte;
children[insert_idx] = Some(Box::new(ArtNode::Leaf {
key: key.to_vec(),
value,
}));
num_children += 1;
}
Box::new(ArtNode::Node4 {
prefix,
children,
keys: keys_arr,
num_children,
})
}
ArtNode::Node4 {
prefix,
children,
keys,
num_children,
} => {
// Check prefix match
let prefix_match = Self::check_prefix(prefix, key, depth);
if prefix_match < prefix.len() {
// Prefix mismatch - need to split the node
let common = prefix[..prefix_match].to_vec();
let remaining = prefix[prefix_match..].to_vec();
let old_byte = remaining[0];
// Create new inner node with remaining prefix
let old_children = std::mem::replace(children, [None, None, None, None]);
let old_keys = *keys;
let old_num = *num_children;
let inner_node = Box::new(ArtNode::Node4 {
prefix: remaining[1..].to_vec(),
children: old_children,
keys: old_keys,
num_children: old_num,
});
// Create new leaf for the inserted key
let next_depth = depth + prefix_match;
let new_byte = if next_depth < key.len() {
key[next_depth]
} else {
0
};
let new_leaf = Box::new(ArtNode::Leaf {
key: key.to_vec(),
value,
});
// Set up new node
let mut new_children: [Option<Box<ArtNode<V>>>; 4] = [None, None, None, None];
let mut new_keys = [0u8; 4];
if old_byte < new_byte {
new_keys[0] = old_byte;
new_children[0] = Some(inner_node);
new_keys[1] = new_byte;
new_children[1] = Some(new_leaf);
} else {
new_keys[0] = new_byte;
new_children[0] = Some(new_leaf);
new_keys[1] = old_byte;
new_children[1] = Some(inner_node);
}
return Box::new(ArtNode::Node4 {
prefix: common,
children: new_children,
keys: new_keys,
num_children: 2,
});
}
// Full prefix match - traverse to child
let next_depth = depth + prefix.len();
if next_depth < key.len() {
let key_byte = key[next_depth];
// Find existing child
for i in 0..(*num_children as usize) {
if keys[i] == key_byte {
let child = children[i].take().unwrap();
children[i] =
Some(Self::insert_recursive(child, key, next_depth + 1, value));
return node;
}
}
// No matching child - add new one
if (*num_children as usize) < 4 {
let idx = *num_children as usize;
keys[idx] = key_byte;
children[idx] = Some(Box::new(ArtNode::Leaf {
key: key.to_vec(),
value,
}));
*num_children += 1;
}
// TODO: Handle node growth to Node16 when full
}
node
}
_ => {
// Handle other node types (Node16, Node48, Node256)
node
}
}
}
/// Search for a value by key
pub fn get(&self, key: &[u8]) -> Option<&V> {
let mut current = self.root.as_ref()?;
let mut depth = 0;
loop {
match current.as_ref() {
ArtNode::Leaf {
key: leaf_key,
value,
} => {
if leaf_key == key {
return Some(value);
} else {
return None;
}
}
ArtNode::Node4 {
prefix,
children,
keys,
num_children,
} => {
if !Self::match_prefix(prefix, key, depth) {
return None;
}
depth += prefix.len();
if depth >= key.len() {
return None;
}
let key_byte = key[depth];
let mut found = false;
for i in 0..*num_children as usize {
if keys[i] == key_byte {
current = children[i].as_ref()?;
depth += 1;
found = true;
break;
}
}
if !found {
return None;
}
}
_ => return None,
}
}
}
/// Check if tree contains key
pub fn contains_key(&self, key: &[u8]) -> bool {
self.get(key).is_some()
}
/// Get number of entries
pub fn len(&self) -> usize {
self.size
}
/// Check if tree is empty
pub fn is_empty(&self) -> bool {
self.size == 0
}
/// Find common prefix length
fn common_prefix_len(a: &[u8], b: &[u8], start: usize) -> usize {
let mut len = 0;
let max = a.len().min(b.len()) - start;
for i in 0..max {
if a[start + i] == b[start + i] {
len += 1;
} else {
break;
}
}
len
}
/// Check prefix match
fn check_prefix(prefix: &[u8], key: &[u8], depth: usize) -> usize {
let max = prefix.len().min(key.len() - depth);
let mut matched = 0;
for i in 0..max {
if prefix[i] == key[depth + i] {
matched += 1;
} else {
break;
}
}
matched
}
/// Check if prefix matches
fn match_prefix(prefix: &[u8], key: &[u8], depth: usize) -> bool {
if depth + prefix.len() > key.len() {
return false;
}
for i in 0..prefix.len() {
if prefix[i] != key[depth + i] {
return false;
}
}
true
}
}
impl<V: Clone> Default for AdaptiveRadixTree<V> {
fn default() -> Self {
Self::new()
}
}
/// ART node types with adaptive sizing
pub enum ArtNode<V> {
/// Leaf node containing value
Leaf { key: Vec<u8>, value: V },
/// Node with 4 children (smallest)
Node4 {
prefix: Vec<u8>,
children: [Option<Box<ArtNode<V>>>; 4],
keys: [u8; 4],
num_children: u8,
},
/// Node with 16 children
Node16 {
prefix: Vec<u8>,
children: [Option<Box<ArtNode<V>>>; 16],
keys: [u8; 16],
num_children: u8,
},
/// Node with 48 children (using index array)
Node48 {
prefix: Vec<u8>,
children: [Option<Box<ArtNode<V>>>; 48],
index: [u8; 256], // Maps key byte to child index
num_children: u8,
},
/// Node with 256 children (full array)
Node256 {
prefix: Vec<u8>,
children: [Option<Box<ArtNode<V>>>; 256],
num_children: u16,
},
}
impl<V> ArtNode<V> {
/// Check if node is a leaf
pub fn is_leaf(&self) -> bool {
matches!(self, ArtNode::Leaf { .. })
}
/// Get node type name
pub fn node_type(&self) -> &str {
match self {
ArtNode::Leaf { .. } => "Leaf",
ArtNode::Node4 { .. } => "Node4",
ArtNode::Node16 { .. } => "Node16",
ArtNode::Node48 { .. } => "Node48",
ArtNode::Node256 { .. } => "Node256",
}
}
}
/// Iterator over ART entries
pub struct ArtIter<'a, V> {
stack: Vec<&'a ArtNode<V>>,
}
impl<'a, V> Iterator for ArtIter<'a, V> {
type Item = (&'a [u8], &'a V);
fn next(&mut self) -> Option<Self::Item> {
while let Some(node) = self.stack.pop() {
match node {
ArtNode::Leaf { key, value } => {
return Some((key.as_slice(), value));
}
ArtNode::Node4 {
children,
num_children,
..
} => {
for i in (0..*num_children as usize).rev() {
if let Some(child) = &children[i] {
self.stack.push(child);
}
}
}
_ => {
// Handle other node types
}
}
}
None
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_art_basic() {
let mut tree = AdaptiveRadixTree::new();
tree.insert(b"hello", 1);
tree.insert(b"world", 2);
tree.insert(b"help", 3);
assert_eq!(tree.get(b"hello"), Some(&1));
assert_eq!(tree.get(b"world"), Some(&2));
assert_eq!(tree.get(b"help"), Some(&3));
assert_eq!(tree.get(b"nonexistent"), None);
}
#[test]
fn test_art_contains() {
let mut tree = AdaptiveRadixTree::new();
tree.insert(b"test", 42);
assert!(tree.contains_key(b"test"));
assert!(!tree.contains_key(b"other"));
}
#[test]
fn test_art_len() {
let mut tree = AdaptiveRadixTree::new();
assert_eq!(tree.len(), 0);
assert!(tree.is_empty());
tree.insert(b"a", 1);
tree.insert(b"b", 2);
assert_eq!(tree.len(), 2);
assert!(!tree.is_empty());
}
#[test]
fn test_art_common_prefix() {
let mut tree = AdaptiveRadixTree::new();
tree.insert(b"prefix_one", 1);
tree.insert(b"prefix_two", 2);
tree.insert(b"other", 3);
assert_eq!(tree.get(b"prefix_one"), Some(&1));
assert_eq!(tree.get(b"prefix_two"), Some(&2));
assert_eq!(tree.get(b"other"), Some(&3));
}
}