feat: Add AST analysis pass for purity and recursion
This commit introduces a new AST analysis pass that identifies function purity and recursion. This information is then used by the optimizer and specializer to make more informed decisions, particularly regarding inlining. The `Analyzer` struct and its associated `Analysis` struct are responsible for traversing the AST and collecting this data. Key changes include: - A new `analyzer` module is added to `ast::compiler`. - `Analyzer::analyze` performs a two-pass traversal to collect global-to-lambda mappings and then analyze purity and recursion. - The `Optimizer` and `Specializer` are updated to accept and utilize the `Analysis` data. - Recursion checks in `Optimizer` and `Specializer` are replaced with checks against the pre-computed `Analysis.is_recursive` set. - The `Environment` now stores and passes the `Analysis` results to the compiler stages.
This commit is contained in:
@@ -0,0 +1,173 @@
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use crate::ast::compiler::bound_nodes::{Address, BoundKind, TypedNode};
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use crate::ast::types::{Identity, Purity, StaticType};
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use std::collections::{HashMap, HashSet};
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#[derive(Debug, Clone, Default)]
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pub struct Analysis {
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pub purity: HashMap<Identity, Purity>,
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pub is_recursive: HashSet<Identity>,
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}
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pub struct Analyzer<'a> {
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global_purity: &'a HashMap<u32, Purity>,
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results: Analysis,
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/// Stack of currently visiting lambdas to detect direct recursion.
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lambda_stack: Vec<Identity>,
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/// Map of global index to its Lambda identity if known.
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globals_to_lambdas: HashMap<u32, Identity>,
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}
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impl<'a> Analyzer<'a> {
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pub fn analyze(node: &TypedNode, global_purity: &'a HashMap<u32, Purity>) -> Analysis {
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let mut analyzer = Self {
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global_purity,
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results: Analysis::default(),
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lambda_stack: Vec::new(),
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globals_to_lambdas: HashMap::new(),
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};
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// First pass: map globals to their lambda identities
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analyzer.collect_globals(node);
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// Second pass: full analysis
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analyzer.visit(node);
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analyzer.results
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}
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fn collect_globals(&mut self, node: &TypedNode) {
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match &node.kind {
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BoundKind::DefGlobal { global_index, value, .. } => {
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if let BoundKind::Lambda { .. } = &value.kind {
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self.globals_to_lambdas.insert(*global_index, value.identity.clone());
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}
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self.collect_globals(value);
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}
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BoundKind::Block { exprs } => {
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for e in exprs { self.collect_globals(e); }
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}
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_ => {
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// Simplified traversal for global collection
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node.kind.for_each_child(|child| self.collect_globals(child));
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}
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}
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}
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fn visit(&mut self, node: &TypedNode) -> Purity {
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let purity = match &node.kind {
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BoundKind::Constant(_) | BoundKind::Nop | BoundKind::Parameter { .. } => Purity::Pure,
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BoundKind::Get { addr, .. } => match addr {
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Address::Global(idx) => self.global_purity.get(idx).cloned().unwrap_or(Purity::Pure),
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_ => Purity::Pure, // Locals are considered pure access in this model
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},
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BoundKind::Set { .. } => Purity::Impure,
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BoundKind::DefLocal { value, .. } | BoundKind::DefGlobal { value, .. } => {
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self.visit(value)
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}
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BoundKind::If { cond, then_br, else_br } => {
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let p_cond = self.visit(cond);
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let p_then = self.visit(then_br);
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let p_else = else_br.as_ref().map(|e| self.visit(e)).unwrap_or(Purity::Pure);
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p_cond.min(p_then).min(p_else)
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}
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BoundKind::Lambda { body, .. } => {
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self.lambda_stack.push(node.identity.clone());
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self.visit(body);
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self.lambda_stack.pop();
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Purity::Pure // Creating a lambda is pure
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}
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BoundKind::Call { callee, args } => {
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let p_callee = self.visit(callee);
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let p_args = self.visit(args);
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// Detect recursion
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if let BoundKind::Get { addr: Address::Global(idx), .. } = &callee.kind
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&& let Some(lambda_id) = self.globals_to_lambdas.get(idx)
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&& self.lambda_stack.contains(lambda_id)
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{
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self.results.is_recursive.insert(lambda_id.clone());
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// Also mark the call itself if needed
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self.results.is_recursive.insert(node.identity.clone());
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}
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// For purity, we'd need to know the function's purity.
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// For now, if it's a call, we conservatively check if it's a known pure global.
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let p_func = if let BoundKind::Get { addr: Address::Global(idx), .. } = &callee.kind {
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self.global_purity.get(idx).cloned().unwrap_or(Purity::Impure)
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} else {
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Purity::Impure
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};
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p_callee.min(p_args).min(p_func)
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}
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BoundKind::Block { exprs } => {
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let mut p = Purity::Pure;
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for e in exprs {
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p = p.min(self.visit(e));
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}
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p
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}
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BoundKind::Tuple { elements } => {
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let mut p = Purity::Pure;
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for e in elements {
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p = p.min(self.visit(e));
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}
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p
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}
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BoundKind::Record { fields } => {
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let mut p = Purity::Pure;
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for (k, v) in fields {
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p = p.min(self.visit(k)).min(self.visit(v));
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}
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p
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}
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_ => Purity::Impure,
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};
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self.results.purity.insert(node.identity.clone(), purity);
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purity
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}
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}
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/// Extension trait to make traversal easier
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trait NodeExt {
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fn for_each_child<F: FnMut(&TypedNode)>(&self, f: F);
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}
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impl NodeExt for BoundKind<StaticType> {
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fn for_each_child<F: FnMut(&TypedNode)>(&self, mut f: F) {
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match self {
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BoundKind::If { cond, then_br, else_br } => {
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f(cond); f(then_br); if let Some(e) = else_br { f(e); }
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}
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BoundKind::DefLocal { value, .. } | BoundKind::DefGlobal { value, .. } | BoundKind::Set { value, .. } => {
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f(value);
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}
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BoundKind::Lambda { params, body, .. } => {
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f(params); f(body);
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}
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BoundKind::Call { callee, args } => {
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f(callee); f(args);
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}
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BoundKind::Block { exprs } => {
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for e in exprs { f(e); } // Block
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}
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BoundKind::Tuple { elements } => {
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for e in elements { f(e); } // Tuple
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}
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BoundKind::Record { fields } => {
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for (k, v) in fields { f(k); f(v); }
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}
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_ => {}
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}
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}
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}
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@@ -1,3 +1,4 @@
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pub mod analyzer;
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pub mod binder;
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pub mod bound_nodes;
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pub mod dumper;
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@@ -1,3 +1,4 @@
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use crate::ast::compiler::analyzer::Analysis;
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use crate::ast::compiler::bound_nodes::{Address, BoundKind, TypedNode};
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use crate::ast::nodes::Node;
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use crate::ast::types::{Purity, StaticType, Value};
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@@ -14,6 +15,7 @@ pub struct Optimizer {
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pub globals: Option<Rc<RefCell<Vec<Value>>>>,
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pub global_purity: Option<Rc<RefCell<HashMap<u32, Purity>>>>,
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pub lambda_registry: Option<Rc<RefCell<HashMap<u32, TypedNode>>>>,
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pub analysis: Analysis,
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}
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/// Global state for tracking the optimization path (recursion, depth).
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@@ -64,9 +66,15 @@ impl Optimizer {
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globals: None,
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global_purity: None,
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lambda_registry: None,
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analysis: Analysis::default(),
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}
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}
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pub fn with_analysis(mut self, analysis: Analysis) -> Self {
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self.analysis = analysis;
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self
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}
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pub fn with_globals(mut self, globals: Rc<RefCell<Vec<Value>>>) -> Self {
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self.globals = Some(globals);
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self
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@@ -100,34 +108,6 @@ impl Optimizer {
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current
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}
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fn is_recursive(
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&self,
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node: &TypedNode,
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global_idx: Option<u32>,
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local_slot: Option<u32>,
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identity: Option<&crate::ast::types::Identity>,
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) -> bool {
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let mut info = UsageInfo::default();
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self.collect_usage(node, &mut info);
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if let Some(idx) = global_idx
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&& info.used_globals.contains(&idx)
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{
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return true;
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}
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if let Some(slot) = local_slot
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&& info.used_locals.contains(&slot)
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{
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return true;
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}
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if let Some(id) = identity
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&& info.used_identities.contains(id)
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{
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return true;
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}
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false
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}
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fn visit_node(
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&self,
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node: TypedNode,
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@@ -257,8 +237,8 @@ impl Optimizer {
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&& positional_count.is_some()
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&& path.inlining_depth < 5
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{
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// STRICT RECURSION CHECK: Don't inline if recursive
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if !self.is_recursive(body, None, None, Some(&callee.identity))
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// USE STATIC ANALYSIS: Don't inline if the function is known to be recursive
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if !self.analysis.is_recursive.contains(&callee.identity)
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&& path.enter_lambda(&callee.identity)
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{
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path.inlining_depth += 1;
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@@ -298,13 +278,8 @@ impl Optimizer {
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&& upvalues.is_empty()
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&& positional_count.is_some()
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{
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// STRICT RECURSION CHECK: Don't inline if recursive (idx or identity)
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if !self.is_recursive(
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body,
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Some(*idx),
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None,
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Some(&lambda_node.identity),
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) {
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// USE STATIC ANALYSIS: Don't inline if the function is known to be recursive
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if !self.analysis.is_recursive.contains(&lambda_node.identity) {
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let mut inner_sub = SubstitutionMap::new();
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path.inlining_stack.insert(*idx);
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path.inlining_depth += 1;
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@@ -332,13 +307,9 @@ impl Optimizer {
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&& (closure.upvalues.is_empty()
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|| self.purity_of(&closure.function_node) >= Purity::SideEffectFree)
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{
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// STRICT RECURSION CHECK: Don't inline if closure body contains its own identity
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if !self.is_recursive(
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&closure.function_node,
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None,
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None,
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Some(&closure.function_node.identity),
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) && path.enter_lambda(&closure.function_node.identity)
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// USE STATIC ANALYSIS: Don't inline if the function is known to be recursive
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if !self.analysis.is_recursive.contains(&closure.function_node.identity)
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&& path.enter_lambda(&closure.function_node.identity)
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{
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let mut closure_sub = SubstitutionMap::new();
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for (i, cell) in closure.upvalues.iter().enumerate() {
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@@ -755,7 +726,7 @@ impl Optimizer {
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}
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}
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fn is_inlinable_value(&self, val: &Value, global_idx: Option<u32>) -> bool {
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fn is_inlinable_value(&self, val: &Value, _global_idx: Option<u32>) -> bool {
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match val {
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Value::Int(_)
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| Value::Float(_)
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@@ -767,12 +738,7 @@ impl Optimizer {
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if let Some(closure) = obj.as_any().downcast_ref::<Closure>() {
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// A closure is only inlinable if it's not recursive
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closure.upvalues.is_empty()
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&& !self.is_recursive(
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&closure.function_node,
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global_idx,
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None,
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Some(&closure.function_node.identity),
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)
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&& !self.analysis.is_recursive.contains(&closure.function_node.identity)
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} else {
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false
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}
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@@ -782,6 +748,10 @@ impl Optimizer {
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}
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fn purity_of(&self, node: &TypedNode) -> Purity {
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if let Some(p) = self.analysis.purity.get(&node.identity) {
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return *p;
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}
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match &node.kind {
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BoundKind::Constant(_) | BoundKind::Parameter { .. } | BoundKind::Nop => Purity::Pure,
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// Defining a lambda is pure; only calling it may have side effects.
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@@ -1,3 +1,4 @@
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use crate::ast::compiler::analyzer::Analysis;
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use crate::ast::compiler::bound_nodes::{Address, BoundKind, BoundNode, TypedNode};
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use crate::ast::nodes::Node;
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use crate::ast::types::{Signature, StaticType, Value};
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@@ -22,6 +23,7 @@ pub type MonoCache = HashMap<MonoCacheKey, (Value, StaticType)>;
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pub struct Specializer {
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pub cache: Rc<RefCell<MonoCache>>,
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pub analysis: Analysis,
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registry: Option<Rc<dyn FunctionRegistry>>,
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compiler: Option<CompileFunc>,
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rtl_lookup: Option<RtlLookupFunc>,
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@@ -33,9 +35,11 @@ impl Specializer {
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compiler: Option<CompileFunc>,
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rtl_lookup: Option<RtlLookupFunc>,
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cache: Option<Rc<RefCell<MonoCache>>>,
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analysis: Analysis,
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) -> Self {
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Self {
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cache: cache.unwrap_or_else(|| Rc::new(RefCell::new(HashMap::new()))),
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analysis,
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registry,
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compiler,
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rtl_lookup,
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@@ -245,6 +249,11 @@ impl Specializer {
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// 6. Resolve Function Definition
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if let Some(func_node) = self.registry.as_ref().and_then(|r| r.resolve(address)) {
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// Check for recursion from pre-pass.
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if self.analysis.is_recursive.contains(&func_node.identity) {
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return (new_callee, new_args, original_ty);
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}
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// Check constraints (no closures with state)
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if let BoundKind::Lambda { upvalues, .. } = &func_node.kind {
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if !upvalues.is_empty() {
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