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//! PathMap-backed dictionary implementation.
use crate::iterator::DictionaryIterator;
use crate::pathmap_zipper::PathMapZipper;
use crate::value::DictionaryValue;
use crate::{Dictionary, DictionaryNode, MappedDictionary, MappedDictionaryNode, SyncStrategy};
// NOTE: Serialization support (DictionaryFromTerms impl) is provided in liblevenshtein
// since the trait lives there.
use pathmap::utils::BitMask;
use pathmap::zipper::{Zipper, ZipperMoving, ZipperValues};
use pathmap::PathMap;
use smallvec::SmallVec;
use std::sync::Arc;
use crate::sync_compat::RwLock;
/// PathMap-backed dictionary for approximate string matching.
///
/// This implementation uses PathMap as the underlying trie structure,
/// providing efficient memory usage through structural sharing.
///
/// The dictionary uses `RwLock` for interior mutability, allowing:
/// - Multiple concurrent readers (queries)
/// - Exclusive write access for modifications (insert/remove)
///
/// # Generic Values
///
/// The dictionary can map terms to arbitrary values via the `V` type parameter:
/// - `PathMapDictionary<()>`: No values (backward compatible)
/// - `PathMapDictionary<u32>`: Map terms to scope IDs
/// - `PathMapDictionary<Vec<String>>`: Map terms to lists of metadata
///
/// # Examples
///
/// ```
/// use libdictenstein::pathmap::PathMapDictionary;
///
/// // Simple dictionary (no values)
/// let dict: PathMapDictionary<()> = PathMapDictionary::new();
///
/// // Dictionary with scope IDs
/// let dict_with_scopes: PathMapDictionary<u32> = PathMapDictionary::new();
/// ```
#[derive(Clone, Debug)]
pub struct PathMapDictionary<V: DictionaryValue = ()> {
pub(crate) map: Arc<RwLock<PathMap<V>>>,
term_count: Arc<RwLock<usize>>,
}
impl<V: DictionaryValue> PathMapDictionary<V> {
/// Create a new empty dictionary
pub fn new() -> Self
where
V: Default,
{
Self {
map: Arc::new(RwLock::new(PathMap::new())),
term_count: Arc::new(RwLock::new(0)),
}
}
/// Create a dictionary from an iterator of terms with a default value
pub fn from_terms<I, S>(terms: I) -> Self
where
I: IntoIterator<Item = S>,
S: AsRef<str>,
V: Default,
{
let mut map = PathMap::new();
let mut count = 0;
for term in terms {
let bytes = term.as_ref().as_bytes();
if map.insert(bytes, V::default()).is_none() {
count += 1;
}
}
Self {
map: Arc::new(RwLock::new(map)),
term_count: Arc::new(RwLock::new(count)),
}
}
/// Create a dictionary from an iterator of (term, value) pairs
pub fn from_terms_with_values<I, S>(terms: I) -> Self
where
I: IntoIterator<Item = (S, V)>,
S: AsRef<str>,
{
let mut map = PathMap::new();
let mut count = 0;
for (term, value) in terms {
let bytes = term.as_ref().as_bytes();
if map.insert(bytes, value).is_none() {
count += 1;
}
}
Self {
map: Arc::new(RwLock::new(map)),
term_count: Arc::new(RwLock::new(count)),
}
}
/// Insert a term with a default value into the dictionary
///
/// Returns `true` if the term was newly inserted, `false` if it already existed.
///
/// # Thread Safety
///
/// This method acquires a write lock, blocking concurrent reads and writes.
///
/// # Panics
///
/// Panics if the lock is poisoned (another thread panicked while holding the lock).
pub fn insert(&self, term: &str) -> bool
where
V: Default,
{
self.insert_with_value(term, V::default())
}
/// Insert a term with a specific value into the dictionary
///
/// Returns `true` if the term was newly inserted, `false` if it already existed.
/// If the term already existed, its value is updated.
///
/// # Thread Safety
///
/// This method acquires a write lock, blocking concurrent reads and writes.
///
/// # Panics
///
/// Panics if the lock is poisoned (another thread panicked while holding the lock).
pub fn insert_with_value(&self, term: &str, value: V) -> bool {
let bytes = term.as_bytes();
let mut map = self.map.write();
let mut count = self.term_count.write();
if map.insert(bytes, value).is_none() {
*count += 1;
true
} else {
false
}
}
/// Remove a term from the dictionary
///
/// Returns `true` if the term was present and removed, `false` if it didn't exist.
///
/// # Thread Safety
///
/// This method acquires a write lock, blocking concurrent reads and writes.
///
/// # Panics
///
/// Panics if the lock is poisoned.
pub fn remove(&self, term: &str) -> bool {
let bytes = term.as_bytes();
let mut map = self.map.write();
let mut count = self.term_count.write();
if map.remove_val_at(bytes, true).is_some() {
*count = count.saturating_sub(1);
true
} else {
false
}
}
/// Clear all terms from the dictionary
///
/// # Thread Safety
///
/// This method acquires a write lock, blocking concurrent reads and writes.
///
/// # Panics
///
/// Panics if the lock is poisoned.
pub fn clear(&self) {
let mut map = self.map.write();
let mut count = self.term_count.write();
*map = PathMap::new();
*count = 0;
}
/// Get the current number of terms in the dictionary
///
/// # Thread Safety
///
/// This method acquires a read lock.
///
/// # Panics
///
/// Panics if the lock is poisoned.
pub fn term_count(&self) -> usize {
*self.term_count.read()
}
/// Serialize to PathMap's native .paths format
///
/// # Thread Safety
///
/// This method acquires a read lock.
///
/// # Panics
///
/// Panics if the lock is poisoned.
pub fn serialize_paths<W: std::io::Write>(&self, writer: &mut W) -> std::io::Result<()> {
use pathmap::paths_serialization::serialize_paths;
let map = self.map.read();
serialize_paths(map.read_zipper(), writer)?;
Ok(())
}
/// Deserialize from PathMap's native .paths format
///
/// Creates a new dictionary from the serialized data.
pub fn deserialize_paths<R: std::io::Read>(reader: R) -> std::io::Result<Self>
where
V: Default,
{
use pathmap::paths_serialization::deserialize_paths;
use pathmap::zipper::ZipperIteration;
let mut map = PathMap::new();
deserialize_paths(map.write_zipper(), reader, V::default())?;
// Count terms to populate term_count
let count = {
let mut rz = map.read_zipper();
let mut count = 0;
while rz.to_next_val() {
count += 1;
}
count
};
Ok(Self {
map: Arc::new(RwLock::new(map)),
term_count: Arc::new(RwLock::new(count)),
})
}
/// Get the value associated with a term
///
/// Returns `None` if the term doesn't exist in the dictionary.
///
/// # Thread Safety
///
/// This method acquires a read lock.
///
/// # Panics
///
/// Panics if the lock is poisoned.
pub fn get_value(&self, term: &str) -> Option<V> {
let bytes = term.as_bytes();
let map = self.map.read();
map.get_val_at(bytes).cloned()
}
/// Update an existing term's value in place, or insert a new term with a default value.
///
/// This method is useful for accumulation patterns where you want to modify an existing
/// value (e.g., add to a `HashSet`) or insert a new one if the term doesn't exist.
///
/// Returns `true` if the term was newly inserted, `false` if it already existed.
///
/// # Parameters
///
/// - `term`: The term to update or insert
/// - `default_value`: The value to use if the term doesn't exist
/// - `update_fn`: Function to apply to the existing value if the term exists
///
/// # Thread Safety
///
/// This method acquires a write lock, blocking concurrent reads and writes.
///
/// # Panics
///
/// Panics if the lock is poisoned.
///
/// # Example
///
/// ```rust,no_run
/// use std::collections::HashSet;
/// use libdictenstein::pathmap::PathMapDictionary;
///
/// let dict: PathMapDictionary<HashSet<String>> = PathMapDictionary::new();
///
/// // First call - inserts new term with default value
/// let was_new = dict.update_or_insert(
/// "key",
/// HashSet::from(["value1".to_string()]),
/// |set| { set.insert("value1".to_string()); }
/// );
/// assert!(was_new);
///
/// // Second call - updates existing value
/// let was_new = dict.update_or_insert(
/// "key",
/// HashSet::new(),
/// |set| { set.insert("value2".to_string()); }
/// );
/// assert!(!was_new);
///
/// // Now "key" contains {"value1", "value2"}
/// ```
pub fn update_or_insert<F>(&self, term: &str, default_value: V, update_fn: F) -> bool
where
F: FnOnce(&mut V),
{
let bytes = term.as_bytes();
let mut map = self.map.write();
let mut count = self.term_count.write();
// Check if term exists
let existed = map.get_val_at(bytes).is_some();
// Get mutable reference, creating with default if needed
let value = map.get_val_or_set_mut_at(bytes, default_value);
update_fn(value);
if !existed {
*count += 1;
}
!existed
}
/// Iterate over all `(term, value)` pairs as raw byte vectors.
///
/// Returns an iterator yielding `(Vec<u8>, V)` tuples in depth-first order.
/// This is more efficient than `iter()` as it avoids UTF-8 string allocation.
///
/// # Examples
///
/// ```rust,no_run
/// use libdictenstein::pathmap::PathMapDictionary;
///
/// let mut dict = PathMapDictionary::<u32>::new();
/// dict.insert_with_value("cat", 1);
/// dict.insert_with_value("dog", 2);
///
/// for (term_bytes, value) in dict.iter_bytes() {
/// let term = String::from_utf8(term_bytes).unwrap();
/// println!("{} -> {}", term, value);
/// }
/// ```
pub fn iter_bytes(&self) -> DictionaryIterator<PathMapZipper<V>> {
let zipper = PathMapZipper::new_from_dict(self);
DictionaryIterator::new(zipper)
}
/// Iterate over all `(term, value)` pairs as UTF-8 strings.
///
/// Returns an iterator yielding `(String, V)` tuples in depth-first order.
/// For better performance with raw bytes, use `iter_bytes()` instead.
///
/// # Examples
///
/// ```rust,no_run
/// use libdictenstein::pathmap::PathMapDictionary;
///
/// let mut dict = PathMapDictionary::<u32>::new();
/// dict.insert_with_value("cat", 1);
/// dict.insert_with_value("dog", 2);
///
/// for (term, value) in dict.iter() {
/// println!("{} -> {}", term, value);
/// }
/// ```
pub fn iter(&self) -> impl Iterator<Item = (String, V)> + '_ {
self.iter_bytes()
.map(|(bytes, value)| (String::from_utf8_lossy(&bytes).into_owned(), value))
}
}
impl<V: DictionaryValue> IntoIterator for &PathMapDictionary<V> {
type Item = (Vec<u8>, V);
type IntoIter = DictionaryIterator<PathMapZipper<V>>;
/// Creates an iterator over all `(term, value)` pairs as raw byte vectors.
fn into_iter(self) -> Self::IntoIter {
self.iter_bytes()
}
}
impl<V: DictionaryValue + Default> Default for PathMapDictionary<V> {
fn default() -> Self {
Self::new()
}
}
impl<V: DictionaryValue> Dictionary for PathMapDictionary<V> {
type Node = PathMapNode<V>;
#[inline]
fn root(&self) -> Self::Node {
PathMapNode {
map: Arc::clone(&self.map),
path: Arc::new(Vec::new()),
}
}
#[inline]
fn len(&self) -> Option<usize> {
Some(self.term_count())
}
#[inline]
fn sync_strategy(&self) -> SyncStrategy {
// PathMap uses Arc for structural sharing and UnsafeCell for mutations.
// Current analysis: requires external sync for safety.
//
// Future: If PathMap's UnsafeCell usage is proven thread-safe,
// this could return SyncStrategy::InternalSync or ::Persistent
SyncStrategy::ExternalSync
}
}
impl<V: DictionaryValue> MappedDictionary for PathMapDictionary<V> {
type Value = V;
fn get_value(&self, term: &str) -> Option<Self::Value> {
PathMapDictionary::get_value(self, term)
}
}
impl<V: DictionaryValue + Default> crate::MutableDictionary for PathMapDictionary<V> {
fn insert(&self, term: &str) -> bool {
PathMapDictionary::insert(self, term)
}
fn remove(&self, term: &str) -> bool {
PathMapDictionary::remove(self, term)
}
}
impl<V: DictionaryValue> crate::MutableMappedDictionary for PathMapDictionary<V> {
fn insert_with_value(&self, term: &str, value: Self::Value) -> bool {
PathMapDictionary::insert_with_value(self, term, value)
}
fn update_or_insert<F>(&self, term: &str, default_value: Self::Value, update_fn: F) -> bool
where
F: FnOnce(&mut Self::Value),
{
PathMapDictionary::update_or_insert(self, term, default_value, update_fn)
}
fn union_with<F>(&self, other: &Self, merge_fn: F) -> usize
where
F: Fn(&Self::Value, &Self::Value) -> Self::Value,
Self::Value: Clone,
{
let other_map = other.map.read();
let mut self_map = self.map.write();
let mut self_term_count = self.term_count.write();
let mut processed = 0;
// Iterate over all entries in other
for (key_bytes, other_value) in other_map.iter() {
processed += 1;
if let Some(self_value) = self_map.get(&key_bytes) {
// Key exists: merge the values
let merged = merge_fn(self_value, other_value);
self_map.insert(&key_bytes, merged);
} else {
// Key doesn't exist: insert from other
self_map.insert(&key_bytes, other_value.clone());
*self_term_count += 1;
}
}
processed
}
}
/// PathMap dictionary node using path-based navigation.
///
/// Instead of storing a zipper (which has lifetime issues), we store
/// the map reference and current path, recreating zippers as needed.
///
/// # Thread Safety
///
/// Nodes hold a read lock on the PathMap only while accessing it,
/// allowing concurrent queries even while the dictionary is being modified
/// (modifications will block until all reads complete).
///
/// # Performance
///
/// Uses `Arc<Vec<u8>>` for paths to enable sharing instead of cloning.
/// Since paths are never mutated after creation, Arc provides efficient
/// reference counting with minimal overhead compared to Vec cloning.
#[derive(Clone)]
pub struct PathMapNode<V: DictionaryValue> {
map: Arc<RwLock<PathMap<V>>>,
path: Arc<Vec<u8>>, // Arc for path sharing
}
impl<V: DictionaryValue> PathMapNode<V> {
/// Create a zipper at the current path
///
/// Acquires a read lock on the underlying PathMap.
#[inline(always)]
fn with_zipper<F, R>(&self, f: F) -> R
where
F: FnOnce(pathmap::zipper::ReadZipperUntracked<'_, 'static, V>) -> R,
{
let map = self.map.read();
let zipper = if self.path.is_empty() {
map.read_zipper()
} else {
map.read_zipper_at_path(&**self.path) // Deref Arc to get &Vec<u8>
};
f(zipper)
}
}
impl<V: DictionaryValue> DictionaryNode for PathMapNode<V> {
type Unit = u8;
#[inline]
fn is_final(&self) -> bool {
self.with_zipper(|z| z.is_val())
}
#[inline]
fn transition(&self, label: u8) -> Option<Self> {
// Check if this path exists first
let exists = self.with_zipper(|mut z| {
z.descend_to([label]);
z.path_exists()
});
if exists {
// Only build new path if transition succeeds
let mut new_path = Vec::with_capacity(self.path.len() + 1);
new_path.extend_from_slice(&self.path);
new_path.push(label);
Some(PathMapNode {
map: Arc::clone(&self.map),
path: Arc::new(new_path),
})
} else {
None
}
}
fn edges(&self) -> Box<dyn Iterator<Item = (u8, Self)> + '_> {
// Lazy iterator approach: Pre-compute valid edge bytes (cheap),
// then generate PathMapNode on-demand (eliminates Vec collection overhead)
// Step 1: Get child mask and filter to valid bytes
// This is cheap - just bit tests, no allocations
let edge_bytes: SmallVec<[u8; 8]> = self.with_zipper(|zipper| {
let mask = zipper.child_mask();
(0..=255u8).filter(|byte| mask.test_bit(*byte)).collect()
});
// Step 2: Return lazy iterator that creates nodes on-demand
// Key optimization: No Vec<(u8, Vec<u8>)> collection!
// Arc sharing means cheap clones - just atomic ref count increment
let map = Arc::clone(&self.map);
let base_path = Arc::clone(&self.path);
Box::new(edge_bytes.into_iter().filter_map(move |byte| {
// Verify path exists (acquire lock only when actually iterating)
let map_guard = map.read();
let mut check_zipper = if base_path.is_empty() {
map_guard.read_zipper()
} else {
map_guard.read_zipper_at_path(&**base_path) // Deref Arc to get &Vec<u8>
};
check_zipper.descend_to([byte]);
if check_zipper.path_exists() {
drop(map_guard); // Release lock before creating node
// Build new path with Arc - only allocate Vec once
let mut new_path = Vec::with_capacity(base_path.len() + 1);
new_path.extend_from_slice(&base_path);
new_path.push(byte);
Some((
byte,
PathMapNode {
map: Arc::clone(&map),
path: Arc::new(new_path),
},
))
} else {
None
}
}))
}
fn edge_count(&self) -> Option<usize> {
Some(self.with_zipper(|z| z.child_count()))
}
}
impl<V: DictionaryValue> MappedDictionaryNode for PathMapNode<V> {
type Value = V;
#[inline]
fn value(&self) -> Option<Self::Value> {
self.with_zipper(|zipper| zipper.val().cloned())
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_pathmap_dictionary_creation() {
let dict: PathMapDictionary<()> =
PathMapDictionary::from_terms(vec!["hello", "world", "test"]);
assert_eq!(dict.len(), Some(3));
}
#[test]
fn test_pathmap_dictionary_contains() {
let dict: PathMapDictionary<()> = PathMapDictionary::from_terms(vec!["hello", "world"]);
assert!(dict.contains("hello"));
assert!(dict.contains("world"));
assert!(!dict.contains("goodbye"));
}
#[test]
fn test_pathmap_node_traversal() {
let dict: PathMapDictionary<()> = PathMapDictionary::from_terms(vec!["test", "testing"]);
let root = dict.root();
// Navigate: t -> e -> s -> t
let t = root.transition(b't').expect("should have 't'");
let e = t.transition(b'e').expect("should have 'e'");
let s = e.transition(b's').expect("should have 's'");
let t2 = s.transition(b't').expect("should have second 't'");
assert!(t2.is_final(), "'test' should be final");
// Continue: i -> n -> g
let i = t2.transition(b'i').expect("should have 'i'");
assert!(!i.is_final(), "'testi' should not be final");
}
#[test]
fn test_pathmap_node_edges() {
let dict: PathMapDictionary<()> = PathMapDictionary::from_terms(vec!["ab", "ac", "ad"]);
let root = dict.root();
let a = root.transition(b'a').expect("should have 'a'");
let edges: Vec<_> = a.edges().map(|(byte, _)| byte).collect();
assert_eq!(edges.len(), 3);
assert!(edges.contains(&b'b'));
assert!(edges.contains(&b'c'));
assert!(edges.contains(&b'd'));
}
#[test]
fn test_pathmap_dictionary_insert() {
let dict: PathMapDictionary<()> = PathMapDictionary::from_terms(vec!["test"]);
assert_eq!(dict.term_count(), 1);
// Insert new term
assert!(dict.insert("testing"));
assert_eq!(dict.term_count(), 2);
assert!(dict.contains("testing"));
// Insert duplicate
assert!(!dict.insert("test"));
assert_eq!(dict.term_count(), 2);
}
#[test]
fn test_pathmap_dictionary_remove() {
let dict: PathMapDictionary<()> =
PathMapDictionary::from_terms(vec!["test", "testing", "tested"]);
assert_eq!(dict.term_count(), 3);
// Remove existing term
assert!(dict.remove("testing"));
assert_eq!(dict.term_count(), 2);
assert!(!dict.contains("testing"));
assert!(dict.contains("test"));
assert!(dict.contains("tested"));
// Remove non-existent term
assert!(!dict.remove("nonexistent"));
assert_eq!(dict.term_count(), 2);
}
#[test]
fn test_pathmap_dictionary_clear() {
let dict: PathMapDictionary<()> = PathMapDictionary::from_terms(vec!["test", "testing"]);
assert_eq!(dict.term_count(), 2);
dict.clear();
assert_eq!(dict.term_count(), 0);
assert!(!dict.contains("test"));
assert!(!dict.contains("testing"));
}
#[test]
fn test_pathmap_dictionary_concurrent_operations() {
use std::thread;
let dict: PathMapDictionary<()> = PathMapDictionary::from_terms(vec!["test"]);
let dict_clone = dict.clone();
// Spawn thread that inserts while main thread queries
let handle = thread::spawn(move || {
dict_clone.insert("testing");
dict_clone.insert("tested");
});
// Query while other thread modifies
let _ = dict.contains("test");
handle.join().unwrap();
// Verify final state
assert!(dict.contains("test"));
assert!(dict.contains("testing"));
assert!(dict.contains("tested"));
assert_eq!(dict.term_count(), 3);
}
#[test]
fn test_pathmap_dictionary_with_values() {
// Test dictionary with u32 values (scope IDs)
let terms_with_values = vec![("hello", 1u32), ("world", 2u32), ("test", 3u32)];
let dict: PathMapDictionary<u32> =
PathMapDictionary::from_terms_with_values(terms_with_values);
assert_eq!(dict.len(), Some(3));
assert!(dict.contains("hello"));
assert_eq!(dict.get_value("hello"), Some(1));
assert_eq!(dict.get_value("world"), Some(2));
assert_eq!(dict.get_value("test"), Some(3));
assert_eq!(dict.get_value("missing"), None);
}
#[test]
fn test_pathmap_dictionary_insert_with_value() {
let dict: PathMapDictionary<u32> = PathMapDictionary::new();
// Insert with values
assert!(dict.insert_with_value("hello", 42));
assert_eq!(dict.get_value("hello"), Some(42));
// Update existing value
assert!(!dict.insert_with_value("hello", 99));
assert_eq!(dict.get_value("hello"), Some(99));
assert_eq!(dict.term_count(), 1);
}
#[test]
fn test_pathmap_node_value() {
let terms_with_values = vec![("hello", 10u32), ("world", 20u32)];
let dict: PathMapDictionary<u32> =
PathMapDictionary::from_terms_with_values(terms_with_values);
let root = dict.root();
// Navigate to "hello"
let h = root.transition(b'h').expect("should have 'h'");
let e = h.transition(b'e').expect("should have 'e'");
let l1 = e.transition(b'l').expect("should have first 'l'");
let l2 = l1.transition(b'l').expect("should have second 'l'");
let o = l2.transition(b'o').expect("should have 'o'");
assert!(o.is_final());
assert_eq!(o.value(), Some(10));
// Non-final node should have no value
assert!(!h.is_final());
assert_eq!(h.value(), None);
}
}