perf(kv-router): linear scan improvements [DYN-2164] (#6363)

Signed-off-by: PeaBrane <yanrpei@gmail.com>
Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>

lib/kv-router/src/concurrent_radix_tree.rs

@@ -8,7 +8,7 @@
 //!
 //! Unlike `RadixTree` which uses `Rc<RefCell<>>` and requires single-threaded access,
 //! `ConcurrentRadixTree` uses `Arc<RwLock<>>` per node and a
-//! `RwLock<FxHashMap<..., RwLock<FxHashMap<...>>>>` for the lookup table.
+//! `DashMap<..., RwLock<FxHashMap<...>>>` for the lookup table.
 //!
 //! # Limitations vs RadixTree
 //!
@@ -20,9 +20,8 @@
 //!
 //! - Multiple `find_matches` can run in parallel (read locks only)
 //! - Write operations (`apply_event`, `remove_worker`) acquire write locks
-//! - Outer `RwLock` is read-locked on the hot path; structural mutations
-//!   (adding/removing workers) are rare. Inner `RwLock` per worker allows
-//!   per-worker write concurrency.
+//! - Outer `DashMap` provides shard-level locking for per-worker access.
+//!   Inner `RwLock` per worker allows per-worker write concurrency.
 //! - Deadlock prevention: always lock parent before child, hand-over-hand locking
 
 use std::sync::Arc;
@@ -79,7 +78,7 @@ impl Block {
 ///
 /// Unlike `RadixTree` which uses `Rc<RefCell<>>` and requires single-threaded access,
 /// `ConcurrentRadixTree` uses `Arc<RwLock<>>` per node and a
-/// `RwLock<FxHashMap<..., RwLock<FxHashMap<...>>>>` for the lookup table,
+/// `DashMap<..., RwLock<FxHashMap<...>>>` for the lookup table,
 /// enabling concurrent `find_matches` operations.
 ///
 /// # Limitations vs RadixTree
@@ -92,8 +91,7 @@ impl Block {
 ///
 /// - Multiple `find_matches` can run in parallel (read locks only)
 /// - Write operations (`apply_event`, `remove_worker`) acquire write locks
-/// - Outer RwLock is read-locked on the hot path; structural mutations
-///   (adding/removing workers) are rare and take a write lock.
+/// - Outer `DashMap` provides shard-level locking for per-worker access.
 /// - Inner `RwLock` per worker allows per-worker write concurrency.
 /// - Deadlock prevention: always lock parent before child, hand-over-hand locking
 pub struct ConcurrentRadixTree {

lib/kv-router/src/nested_map.rs

@@ -438,6 +438,18 @@ impl PositionalIndexer {
 // -----------------------------------------------------------------------------
 
 impl PositionalIndexer {
+    /// Score all active workers at the given position and clear the active set.
+    #[inline]
+    fn drain_active(
+        active: &mut FxHashSet<WorkerWithDpRank>,
+        scores: &mut OverlapScores,
+        pos: usize,
+    ) {
+        for worker in active.drain() {
+            scores.scores.insert(worker, pos as u32);
+        }
+    }
+
     /// Compute sequence hash incrementally from previous hash and current local hash.
     #[inline]
     fn compute_next_seq_hash(prev_seq_hash: u64, current_local_hash: u64) -> u64 {
@@ -516,9 +528,6 @@ impl PositionalIndexer {
     }
 
     /// Scan positions sequentially, updating active set and recording drain scores.
-    ///
-    /// Inlines the DashMap lookup so the guard lives for each iteration,
-    /// avoiding a per-position `FxHashSet` clone.
     #[allow(clippy::too_many_arguments)]
     fn linear_scan_drain(
         &self,
@@ -534,19 +543,22 @@ impl PositionalIndexer {
             return;
         }
         for pos in lo..hi {
-            let Some(entry) = self.index.get(&(pos, sequence[pos])) else {
-                for worker in active.iter() {
-                    scores.scores.insert(*worker, pos as u32);
+            if active.is_empty() {
+                break;
             }
-                active.clear();
+
+            let Some(entry) = self.index.get(&(pos, sequence[pos])) else {
+                Self::drain_active(active, scores, pos);
                 break;
             };
 
             Self::ensure_seq_hash_computed(seq_hashes, pos, sequence);
-            let seq_hash = seq_hashes[pos];
+            let Some(workers) = entry.get(seq_hashes[pos]) else {
+                Self::drain_active(active, scores, pos);
+                break;
+            };
 
-            match entry.get(seq_hash) {
-                Some(workers) => {
+            if workers.len() < active.len() {
                 active.retain(|w| {
                     if workers.contains(w) {
                         true
@@ -555,20 +567,13 @@ impl PositionalIndexer {
                         false
                     }
                 });
-                    if early_exit && !active.is_empty() {
-                        break;
-                    }
             }
-                None => {
-                    for worker in active.iter() {
-                        scores.scores.insert(*worker, pos as u32);
-                    }
-                    active.clear();
+
+            if early_exit && !active.is_empty() {
                 break;
             }
         }
     }
-    }
 
     /// Jump-based search to find matches for a sequence of block hashes.
     ///
@@ -602,7 +607,7 @@ impl PositionalIndexer {
         }
 
         // Lazily computed sequence hashes
-        let mut seq_hashes: Vec<ExternalSequenceBlockHash> = Vec::new();
+        let mut seq_hashes: Vec<ExternalSequenceBlockHash> = Vec::with_capacity(local_hashes.len());
 
         // Check first position to initialize active set
         let Some(initial_workers) =
@@ -623,7 +628,6 @@ impl PositionalIndexer {
                 scores.scores.insert(*worker, 1);
             }
             // Populate tree_sizes
-
             for worker in scores.scores.keys() {
                 if let Some(worker_tree_size) = self.tree_sizes.get(worker) {
                     scores