1use serde::{Deserialize, Serialize};
12use std::collections::HashMap;
13
14#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
16pub enum SemanticVerdict {
17 Equivalent,
19 Different {
21 reason: String,
23 details: DifferenceDetails,
25 },
26 Unknown {
28 reason: String,
30 },
31}
32
33#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
35pub struct DifferenceDetails {
36 pub ast_similarity: f64,
38 pub memory_match: bool,
40 pub performance_ratio: Option<f64>,
42 pub differences: Vec<SemanticDifference>,
44}
45
46#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
48pub struct SemanticDifference {
49 pub category: DifferenceCategory,
51 pub source_location: Option<(usize, usize)>,
53 pub target_location: Option<(usize, usize)>,
55 pub description: String,
57}
58
59#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
61pub enum DifferenceCategory {
62 ControlFlow,
64 DataFlow,
66 TypeSystem,
68 MemoryModel,
70 Concurrency,
72 NumericPrecision,
74 ErrorHandling,
76 Other,
78}
79
80#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
82pub struct SemanticNode {
83 pub node_type: String,
85 pub value: Option<String>,
87 pub children: Vec<SemanticNode>,
89 pub annotations: HashMap<String, String>,
91}
92
93impl SemanticNode {
94 #[must_use]
96 pub fn new(node_type: impl Into<String>) -> Self {
97 Self {
98 node_type: node_type.into(),
99 value: None,
100 children: Vec::new(),
101 annotations: HashMap::new(),
102 }
103 }
104
105 #[must_use]
107 pub fn with_child(mut self, child: SemanticNode) -> Self {
108 self.children.push(child);
109 self
110 }
111
112 #[must_use]
114 pub fn with_value(mut self, value: impl Into<String>) -> Self {
115 self.value = Some(value.into());
116 self
117 }
118
119 #[must_use]
121 pub fn with_annotation(mut self, key: impl Into<String>, value: impl Into<String>) -> Self {
122 self.annotations.insert(key.into(), value.into());
123 self
124 }
125
126 #[must_use]
128 pub fn node_count(&self) -> usize {
129 1 + self
130 .children
131 .iter()
132 .map(SemanticNode::node_count)
133 .sum::<usize>()
134 }
135
136 #[must_use]
138 pub fn depth(&self) -> usize {
139 1 + self
140 .children
141 .iter()
142 .map(SemanticNode::depth)
143 .max()
144 .unwrap_or(0)
145 }
146}
147
148#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
150pub struct MemoryLayout {
151 pub stack_size: usize,
153 pub heap_allocations: Vec<HeapAllocation>,
155 pub static_size: usize,
157}
158
159#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
161pub struct HeapAllocation {
162 pub size: usize,
164 pub type_name: String,
166 pub site: String,
168}
169
170#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
172pub struct PerformanceProfile {
173 pub time_complexity: Complexity,
175 pub space_complexity: Complexity,
177 pub loop_iterations: Option<usize>,
179 pub function_calls: usize,
181 pub allocations: usize,
183}
184
185#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
187pub enum Complexity {
188 Constant,
190 Logarithmic,
192 Linear,
194 Linearithmic,
196 Quadratic,
198 Cubic,
200 Exponential,
202 Unknown,
204}
205
206pub trait SemanticOracle: Send + Sync {
208 fn check_equivalence(&self, source: &str, target: &str) -> SemanticVerdict;
210
211 fn ast_similarity(&self, source: &str, target: &str) -> f64;
213
214 fn compare_memory(&self, source: &str, target: &str) -> bool;
216
217 fn compare_performance(&self, source: &str, target: &str) -> Option<f64>;
219}
220
221#[derive(Debug, Default)]
223pub struct AstSemanticOracle {
224 pub similarity_threshold: f64,
226}
227
228impl AstSemanticOracle {
229 #[must_use]
231 pub fn new(similarity_threshold: f64) -> Self {
232 Self {
233 similarity_threshold,
234 }
235 }
236
237 fn parse_semantic_ast(&self, _code: &str) -> Option<SemanticNode> {
239 None
241 }
242
243 fn tree_similarity(&self, _source: &SemanticNode, _target: &SemanticNode) -> f64 {
245 0.0
247 }
248}
249
250impl SemanticOracle for AstSemanticOracle {
251 fn check_equivalence(&self, source: &str, target: &str) -> SemanticVerdict {
252 let similarity = self.ast_similarity(source, target);
253
254 if similarity >= self.similarity_threshold {
255 SemanticVerdict::Equivalent
256 } else {
257 SemanticVerdict::Different {
258 reason: format!(
259 "AST similarity {:.2} below threshold {:.2}",
260 similarity, self.similarity_threshold
261 ),
262 details: DifferenceDetails {
263 ast_similarity: similarity,
264 memory_match: self.compare_memory(source, target),
265 performance_ratio: self.compare_performance(source, target),
266 differences: vec![],
267 },
268 }
269 }
270 }
271
272 fn ast_similarity(&self, source: &str, target: &str) -> f64 {
273 let source_ast = self.parse_semantic_ast(source);
274 let target_ast = self.parse_semantic_ast(target);
275
276 if let (Some(s), Some(t)) = (source_ast, target_ast) {
277 self.tree_similarity(&s, &t)
278 } else {
279 let source_tokens: Vec<&str> = source.split_whitespace().collect();
281 let target_tokens: Vec<&str> = target.split_whitespace().collect();
282
283 if source_tokens.is_empty() && target_tokens.is_empty() {
284 return 1.0;
285 }
286
287 let common = source_tokens
288 .iter()
289 .filter(|t| target_tokens.contains(t))
290 .count();
291 let total = source_tokens.len().max(target_tokens.len());
292
293 common as f64 / total as f64
294 }
295 }
296
297 fn compare_memory(&self, _source: &str, _target: &str) -> bool {
298 true
300 }
301
302 fn compare_performance(&self, _source: &str, _target: &str) -> Option<f64> {
303 Some(1.0)
305 }
306}
307
308#[derive(Debug, Default)]
310pub struct FormalVerificationOracle {
311 pub max_bound: usize,
313 pub timeout_ms: u64,
315}
316
317impl FormalVerificationOracle {
318 #[must_use]
320 pub fn new(max_bound: usize, timeout_ms: u64) -> Self {
321 Self {
322 max_bound,
323 timeout_ms,
324 }
325 }
326
327 fn encode_smt(&self, _code: &str) -> Option<String> {
329 None
331 }
332
333 fn check_sat(&self, _formula: &str) -> Option<bool> {
335 None
337 }
338}
339
340impl SemanticOracle for FormalVerificationOracle {
341 fn check_equivalence(&self, source: &str, target: &str) -> SemanticVerdict {
342 let source_smt = self.encode_smt(source);
343 let target_smt = self.encode_smt(target);
344
345 match (source_smt, target_smt) {
346 (Some(s), Some(t)) => {
347 let diff_formula = format!("(assert (not (= {s} {t})))");
349 match self.check_sat(&diff_formula) {
350 Some(false) => SemanticVerdict::Equivalent,
351 Some(true) => SemanticVerdict::Different {
352 reason: "Counterexample found".to_string(),
353 details: DifferenceDetails {
354 ast_similarity: 0.0,
355 memory_match: false,
356 performance_ratio: None,
357 differences: vec![],
358 },
359 },
360 None => SemanticVerdict::Unknown {
361 reason: "SMT solver timeout or error".to_string(),
362 },
363 }
364 }
365 _ => SemanticVerdict::Unknown {
366 reason: "Failed to encode programs as SMT".to_string(),
367 },
368 }
369 }
370
371 fn ast_similarity(&self, _source: &str, _target: &str) -> f64 {
372 0.0
374 }
375
376 fn compare_memory(&self, _source: &str, _target: &str) -> bool {
377 false
379 }
380
381 fn compare_performance(&self, _source: &str, _target: &str) -> Option<f64> {
382 None
384 }
385}
386
387#[derive(Debug)]
389pub struct CombinedSemanticOracle {
390 pub ast_oracle: AstSemanticOracle,
392 pub formal_oracle: Option<FormalVerificationOracle>,
394 pub formal_threshold: f64,
396}
397
398impl Default for CombinedSemanticOracle {
399 fn default() -> Self {
400 Self {
401 ast_oracle: AstSemanticOracle::new(0.8),
402 formal_oracle: None,
403 formal_threshold: 0.5,
404 }
405 }
406}
407
408impl CombinedSemanticOracle {
409 #[must_use]
411 pub fn with_formal_verification(max_bound: usize, timeout_ms: u64) -> Self {
412 Self {
413 ast_oracle: AstSemanticOracle::new(0.8),
414 formal_oracle: Some(FormalVerificationOracle::new(max_bound, timeout_ms)),
415 formal_threshold: 0.5,
416 }
417 }
418}
419
420impl SemanticOracle for CombinedSemanticOracle {
421 fn check_equivalence(&self, source: &str, target: &str) -> SemanticVerdict {
422 let ast_similarity = self.ast_oracle.ast_similarity(source, target);
424
425 if ast_similarity >= self.ast_oracle.similarity_threshold {
426 return SemanticVerdict::Equivalent;
427 }
428
429 if ast_similarity >= self.formal_threshold {
431 if let Some(ref formal) = self.formal_oracle {
432 return formal.check_equivalence(source, target);
433 }
434 }
435
436 SemanticVerdict::Different {
437 reason: format!("AST similarity {ast_similarity:.2} below threshold"),
438 details: DifferenceDetails {
439 ast_similarity,
440 memory_match: self.ast_oracle.compare_memory(source, target),
441 performance_ratio: self.ast_oracle.compare_performance(source, target),
442 differences: vec![],
443 },
444 }
445 }
446
447 fn ast_similarity(&self, source: &str, target: &str) -> f64 {
448 self.ast_oracle.ast_similarity(source, target)
449 }
450
451 fn compare_memory(&self, source: &str, target: &str) -> bool {
452 self.ast_oracle.compare_memory(source, target)
453 }
454
455 fn compare_performance(&self, source: &str, target: &str) -> Option<f64> {
456 self.ast_oracle.compare_performance(source, target)
457 }
458}
459
460#[cfg(test)]
461mod tests {
462 use super::*;
463
464 #[test]
465 fn test_semantic_node_new() {
466 let node = SemanticNode::new("function");
467 assert_eq!(node.node_type, "function");
468 assert!(node.value.is_none());
469 assert!(node.children.is_empty());
470 }
471
472 #[test]
473 fn test_semantic_node_builder() {
474 let node = SemanticNode::new("function")
475 .with_value("add")
476 .with_child(SemanticNode::new("param").with_value("a"))
477 .with_child(SemanticNode::new("param").with_value("b"))
478 .with_annotation("return_type", "int");
479
480 assert_eq!(node.node_type, "function");
481 assert_eq!(node.value, Some("add".to_string()));
482 assert_eq!(node.children.len(), 2);
483 assert_eq!(
484 node.annotations.get("return_type"),
485 Some(&"int".to_string())
486 );
487 }
488
489 #[test]
490 fn test_semantic_node_count() {
491 let node = SemanticNode::new("root")
492 .with_child(SemanticNode::new("child1"))
493 .with_child(SemanticNode::new("child2").with_child(SemanticNode::new("grandchild")));
494
495 assert_eq!(node.node_count(), 4);
496 }
497
498 #[test]
499 fn test_semantic_node_depth() {
500 let node = SemanticNode::new("root")
501 .with_child(SemanticNode::new("child1"))
502 .with_child(SemanticNode::new("child2").with_child(SemanticNode::new("grandchild")));
503
504 assert_eq!(node.depth(), 3);
505 }
506
507 #[test]
508 fn test_ast_oracle_identical_code() {
509 let oracle = AstSemanticOracle::new(0.8);
510 let code = "def add(a, b): return a + b";
511
512 let similarity = oracle.ast_similarity(code, code);
513 assert!((similarity - 1.0).abs() < f64::EPSILON);
514 }
515
516 #[test]
517 fn test_ast_oracle_similar_code() {
518 let oracle = AstSemanticOracle::new(0.5);
519 let source = "def add(a, b): return a + b";
520 let target = "fn add(a: i32, b: i32) -> i32 { a + b }";
521
522 let similarity = oracle.ast_similarity(source, target);
523 assert!(similarity > 0.0);
524 assert!(similarity < 1.0);
525 }
526
527 #[test]
528 fn test_ast_oracle_empty_code() {
529 let oracle = AstSemanticOracle::new(0.8);
530 let similarity = oracle.ast_similarity("", "");
531 assert!((similarity - 1.0).abs() < f64::EPSILON);
532 }
533
534 #[test]
535 fn test_ast_oracle_check_equivalence() {
536 let oracle = AstSemanticOracle::new(0.99);
537 let code = "x = 1";
538
539 let verdict = oracle.check_equivalence(code, code);
540 assert_eq!(verdict, SemanticVerdict::Equivalent);
541 }
542
543 #[test]
544 fn test_ast_oracle_check_different() {
545 let oracle = AstSemanticOracle::new(0.99);
546 let source = "def foo(): pass";
547 let target = "fn bar() {}";
548
549 let verdict = oracle.check_equivalence(source, target);
550 assert!(matches!(verdict, SemanticVerdict::Different { .. }));
551 }
552
553 #[test]
554 fn test_difference_category_serialization() {
555 let category = DifferenceCategory::ControlFlow;
556 let json = serde_json::to_string(&category).unwrap();
557 assert!(json.contains("ControlFlow"));
558
559 let parsed: DifferenceCategory = serde_json::from_str(&json).unwrap();
560 assert_eq!(parsed, category);
561 }
562
563 #[test]
564 fn test_complexity_ordering() {
565 let complexities = vec![
567 Complexity::Constant,
568 Complexity::Logarithmic,
569 Complexity::Linear,
570 Complexity::Linearithmic,
571 Complexity::Quadratic,
572 Complexity::Cubic,
573 Complexity::Exponential,
574 Complexity::Unknown,
575 ];
576 assert_eq!(complexities.len(), 8);
577 }
578
579 #[test]
580 fn test_memory_layout_default() {
581 let layout = MemoryLayout {
582 stack_size: 1024,
583 heap_allocations: vec![],
584 static_size: 0,
585 };
586 assert_eq!(layout.stack_size, 1024);
587 assert!(layout.heap_allocations.is_empty());
588 }
589
590 #[test]
591 fn test_performance_profile() {
592 let profile = PerformanceProfile {
593 time_complexity: Complexity::Linear,
594 space_complexity: Complexity::Constant,
595 loop_iterations: Some(100),
596 function_calls: 5,
597 allocations: 2,
598 };
599 assert_eq!(profile.time_complexity, Complexity::Linear);
600 assert_eq!(profile.loop_iterations, Some(100));
601 }
602
603 #[test]
604 fn test_combined_oracle_default() {
605 let oracle = CombinedSemanticOracle::default();
606 assert!(oracle.formal_oracle.is_none());
607 assert!((oracle.formal_threshold - 0.5).abs() < f64::EPSILON);
608 }
609
610 #[test]
611 fn test_combined_oracle_with_formal() {
612 let oracle = CombinedSemanticOracle::with_formal_verification(10, 5000);
613 assert!(oracle.formal_oracle.is_some());
614 }
615
616 #[test]
617 fn test_semantic_verdict_serialization() {
618 let verdict = SemanticVerdict::Equivalent;
619 let json = serde_json::to_string(&verdict).unwrap();
620 let parsed: SemanticVerdict = serde_json::from_str(&json).unwrap();
621 assert_eq!(parsed, verdict);
622 }
623
624 #[test]
625 fn test_semantic_difference() {
626 let diff = SemanticDifference {
627 category: DifferenceCategory::NumericPrecision,
628 source_location: Some((10, 5)),
629 target_location: Some((12, 8)),
630 description: "Float precision loss".to_string(),
631 };
632 assert_eq!(diff.category, DifferenceCategory::NumericPrecision);
633 assert_eq!(diff.source_location, Some((10, 5)));
634 }
635
636 #[test]
639 #[ignore = "requires tree-sitter AST parsing"]
640 fn test_ast_oracle_real_parsing() {
641 unimplemented!("Real AST parsing not yet implemented")
649 }
650
651 #[test]
652 #[ignore = "requires tree edit distance algorithm"]
653 fn test_tree_edit_distance() {
654 unimplemented!("Tree edit distance not yet implemented")
665 }
666
667 #[test]
668 #[ignore = "requires Z3 SMT solver integration"]
669 fn test_formal_verification_basic() {
670 unimplemented!("Z3 integration not yet implemented")
677 }
678
679 #[test]
680 #[ignore = "requires Z3 SMT solver integration"]
681 fn test_formal_verification_counterexample() {
682 unimplemented!("Z3 counterexample generation not yet implemented")
689 }
690
691 #[test]
692 #[ignore = "requires memory analysis"]
693 fn test_memory_layout_analysis() {
694 unimplemented!("Memory layout analysis not yet implemented")
700 }
701
702 #[test]
703 #[ignore = "requires performance estimation"]
704 fn test_performance_estimation() {
705 unimplemented!("Performance estimation not yet implemented")
713 }
714
715 #[test]
716 #[ignore = "requires bounded model checking"]
717 fn test_bounded_model_checking() {
718 unimplemented!("Bounded model checking not yet implemented")
725 }
726}