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3 changes: 3 additions & 0 deletions .jules/bolt.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,3 +2,6 @@
## 2026-04-08 - [Performance: Defer Allocation during Traversal]
**Learning:** During DAG traversals, creating owned variants of identifiers (like `file.to_path_buf()`) *before* checking `visited` HashSets results in heap allocations (O(E)) for every edge instead of every visited node (O(V)). By moving the `&PathBuf` allocation strictly *after* all HashSet `contains` checks using the borrowed reference (`&Path`), we drastically reduce memory churn.
**Action:** Always check `HashSet::contains` with a borrowed reference *before* creating the owned version required by `HashSet::insert`, especially in performance-critical graph traversal paths.
## 2024-05-23 - [Performance: Avoid redundant `to_path_buf` calls in Tarjan's SCC]
**Learning:** In `TarjanState` during graph traversal for finding cycles, calling `.to_path_buf()` on borrowed `&Path` values repeatedly within loops to query HashSets and HashMaps (e.g., `state.indices.get(&v.to_path_buf())`) leads to unnecessary O(E) heap allocations. Since these collections accept borrowed references (e.g., `&Path`), using the borrowed reference directly (e.g., `state.indices.get(v)`) eliminates these allocations.
**Action:** In graph algorithms like Tarjan's SCC and BFS/DFS, avoid `.to_path_buf()` and `.clone()` when checking membership (`contains`, `get`, `get_mut`) in `RapidSet` or `RapidMap`. Only allocate when transferring ownership (e.g., inserting).
8 changes: 4 additions & 4 deletions crates/flow/src/incremental/invalidation.rs
Original file line number Diff line number Diff line change
Expand Up @@ -358,19 +358,19 @@ impl InvalidationDetector {

// Update lowlink
let w_lowlink = *state.lowlinks.get(dep).unwrap();
let v_lowlink = state.lowlinks.get_mut(&v.to_path_buf()).unwrap();
let v_lowlink = state.lowlinks.get_mut(v).unwrap();
*v_lowlink = (*v_lowlink).min(w_lowlink);
} else if state.on_stack.contains(dep) {
// Successor is on stack (part of current SCC)
let w_index = *state.indices.get(dep).unwrap();
let v_lowlink = state.lowlinks.get_mut(&v.to_path_buf()).unwrap();
let v_lowlink = state.lowlinks.get_mut(v).unwrap();
*v_lowlink = (*v_lowlink).min(w_index);
}
}

// If v is a root node, pop the stack to create an SCC
let v_index = *state.indices.get(&v.to_path_buf()).unwrap();
let v_lowlink = *state.lowlinks.get(&v.to_path_buf()).unwrap();
let v_index = *state.indices.get(v).unwrap();
let v_lowlink = *state.lowlinks.get(v).unwrap();

if v_lowlink == v_index {
let mut scc = Vec::new();
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8 changes: 4 additions & 4 deletions crates/rule-engine/src/check_var.rs
Original file line number Diff line number Diff line change
Expand Up @@ -104,9 +104,9 @@ fn get_vars_from_rules<'r>(rule: &'r Rule, utils: &'r RuleRegistration) -> Rapid
vars
}

fn check_var_in_constraints<'r>(
fn check_var_in_constraints(
mut vars: RapidSet<String>,
constraints: &'r RapidMap<thread_ast_engine::meta_var::MetaVariableID, Rule>,
constraints: &RapidMap<thread_ast_engine::meta_var::MetaVariableID, Rule>,
) -> RResult<RapidSet<String>> {
for rule in constraints.values() {
for var in rule.defined_vars() {
Expand All @@ -125,9 +125,9 @@ fn check_var_in_constraints<'r>(
Ok(vars)
}

fn check_var_in_transform<'r>(
fn check_var_in_transform(
mut vars: RapidSet<String>,
transform: &'r Option<Transform>,
transform: &Option<Transform>,
) -> RResult<RapidSet<String>> {
let Some(transform) = transform else {
return Ok(vars);
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