Skip to main content

verificar/oracle/
semantic.rs

1//! Semantic equivalence oracle (beyond I/O)
2//!
3//! Provides advanced verification methods that go beyond simple I/O comparison:
4//! - AST-based semantic similarity
5//! - Memory layout equivalence
6//! - Performance profile matching
7//! - Formal verification integration (bounded model checking)
8//!
9//! See VERIFICAR-091.
10
11use serde::{Deserialize, Serialize};
12use std::collections::HashMap;
13
14/// Semantic equivalence verdict
15#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
16pub enum SemanticVerdict {
17    /// Semantically equivalent
18    Equivalent,
19    /// Semantically different with explanation
20    Different {
21        /// Reason for the difference
22        reason: String,
23        /// Detailed difference information
24        details: DifferenceDetails,
25    },
26    /// Cannot determine equivalence
27    Unknown {
28        /// Reason equivalence could not be determined
29        reason: String,
30    },
31}
32
33/// Details about semantic differences
34#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
35pub struct DifferenceDetails {
36    /// AST similarity score (0.0 to 1.0)
37    pub ast_similarity: f64,
38    /// Memory layout match
39    pub memory_match: bool,
40    /// Performance ratio (target/source)
41    pub performance_ratio: Option<f64>,
42    /// Specific differences found
43    pub differences: Vec<SemanticDifference>,
44}
45
46/// A specific semantic difference
47#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
48pub struct SemanticDifference {
49    /// Category of difference
50    pub category: DifferenceCategory,
51    /// Location in source (line, column)
52    pub source_location: Option<(usize, usize)>,
53    /// Location in target (line, column)
54    pub target_location: Option<(usize, usize)>,
55    /// Description of the difference
56    pub description: String,
57}
58
59/// Categories of semantic differences
60#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
61pub enum DifferenceCategory {
62    /// Control flow difference
63    ControlFlow,
64    /// Data flow difference
65    DataFlow,
66    /// Type system difference
67    TypeSystem,
68    /// Memory model difference
69    MemoryModel,
70    /// Concurrency semantics difference
71    Concurrency,
72    /// Numeric precision difference
73    NumericPrecision,
74    /// Exception/error handling difference
75    ErrorHandling,
76    /// Other semantic difference
77    Other,
78}
79
80/// AST node for semantic analysis
81#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
82pub struct SemanticNode {
83    /// Node type
84    pub node_type: String,
85    /// Node value (if any)
86    pub value: Option<String>,
87    /// Child nodes
88    pub children: Vec<SemanticNode>,
89    /// Semantic annotations
90    pub annotations: HashMap<String, String>,
91}
92
93impl SemanticNode {
94    /// Create a new semantic node
95    #[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    /// Add a child node
106    #[must_use]
107    pub fn with_child(mut self, child: SemanticNode) -> Self {
108        self.children.push(child);
109        self
110    }
111
112    /// Set node value
113    #[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    /// Add annotation
120    #[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    /// Count total nodes in tree
127    #[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    /// Calculate tree depth
137    #[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/// Memory layout information
149#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
150pub struct MemoryLayout {
151    /// Stack allocations
152    pub stack_size: usize,
153    /// Heap allocations
154    pub heap_allocations: Vec<HeapAllocation>,
155    /// Static/global data
156    pub static_size: usize,
157}
158
159/// A heap allocation
160#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
161pub struct HeapAllocation {
162    /// Allocation size in bytes
163    pub size: usize,
164    /// Type being allocated
165    pub type_name: String,
166    /// Allocation site (function name)
167    pub site: String,
168}
169
170/// Performance profile
171#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
172pub struct PerformanceProfile {
173    /// Estimated time complexity
174    pub time_complexity: Complexity,
175    /// Estimated space complexity
176    pub space_complexity: Complexity,
177    /// Number of loop iterations (estimated)
178    pub loop_iterations: Option<usize>,
179    /// Number of function calls
180    pub function_calls: usize,
181    /// Number of allocations
182    pub allocations: usize,
183}
184
185/// Complexity class
186#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
187pub enum Complexity {
188    /// O(1)
189    Constant,
190    /// O(log n)
191    Logarithmic,
192    /// O(n)
193    Linear,
194    /// O(n log n)
195    Linearithmic,
196    /// O(n^2)
197    Quadratic,
198    /// O(n^3)
199    Cubic,
200    /// O(2^n)
201    Exponential,
202    /// Unknown complexity
203    Unknown,
204}
205
206/// Semantic oracle trait
207pub trait SemanticOracle: Send + Sync {
208    /// Check semantic equivalence between source and target
209    fn check_equivalence(&self, source: &str, target: &str) -> SemanticVerdict;
210
211    /// Calculate AST similarity score
212    fn ast_similarity(&self, source: &str, target: &str) -> f64;
213
214    /// Compare memory layouts
215    fn compare_memory(&self, source: &str, target: &str) -> bool;
216
217    /// Compare performance profiles
218    fn compare_performance(&self, source: &str, target: &str) -> Option<f64>;
219}
220
221/// Basic semantic oracle using AST comparison
222#[derive(Debug, Default)]
223pub struct AstSemanticOracle {
224    /// Similarity threshold for equivalence
225    pub similarity_threshold: f64,
226}
227
228impl AstSemanticOracle {
229    /// Create a new AST semantic oracle
230    #[must_use]
231    pub fn new(similarity_threshold: f64) -> Self {
232        Self {
233            similarity_threshold,
234        }
235    }
236
237    /// Parse code into semantic AST (placeholder)
238    fn parse_semantic_ast(&self, _code: &str) -> Option<SemanticNode> {
239        // Placeholder: actual implementation would use tree-sitter
240        None
241    }
242
243    /// Calculate tree edit distance similarity
244    fn tree_similarity(&self, _source: &SemanticNode, _target: &SemanticNode) -> f64 {
245        // Placeholder: would implement Zhang-Shasha or similar algorithm
246        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            // Fallback: simple text similarity
280            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        // Placeholder: would analyze memory patterns
299        true
300    }
301
302    fn compare_performance(&self, _source: &str, _target: &str) -> Option<f64> {
303        // Placeholder: would estimate performance ratio
304        Some(1.0)
305    }
306}
307
308/// Formal verification oracle (bounded model checking)
309#[derive(Debug, Default)]
310pub struct FormalVerificationOracle {
311    /// Maximum bound for model checking
312    pub max_bound: usize,
313    /// Timeout in milliseconds
314    pub timeout_ms: u64,
315}
316
317impl FormalVerificationOracle {
318    /// Create a new formal verification oracle
319    #[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    /// Encode program as SMT formula (placeholder)
328    fn encode_smt(&self, _code: &str) -> Option<String> {
329        // Placeholder: would generate SMT-LIB format
330        None
331    }
332
333    /// Check satisfiability (placeholder)
334    fn check_sat(&self, _formula: &str) -> Option<bool> {
335        // Placeholder: would call Z3 or similar
336        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                // Check if source != target is satisfiable
348                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        // Formal verification doesn't use AST similarity
373        0.0
374    }
375
376    fn compare_memory(&self, _source: &str, _target: &str) -> bool {
377        // Would need memory model encoding
378        false
379    }
380
381    fn compare_performance(&self, _source: &str, _target: &str) -> Option<f64> {
382        // Formal verification doesn't estimate performance
383        None
384    }
385}
386
387/// Combined semantic oracle
388#[derive(Debug)]
389pub struct CombinedSemanticOracle {
390    /// AST-based oracle
391    pub ast_oracle: AstSemanticOracle,
392    /// Formal verification oracle (optional)
393    pub formal_oracle: Option<FormalVerificationOracle>,
394    /// Minimum AST similarity to consider formal verification
395    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    /// Create with formal verification enabled
410    #[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        // First, quick AST check
423        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 similarity is above threshold, try formal verification
430        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        // Just verify these compile and are distinct
566        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    // RED PHASE: Tests that require full implementation
637
638    #[test]
639    #[ignore = "requires tree-sitter AST parsing"]
640    fn test_ast_oracle_real_parsing() {
641        // TODO: Implement with tree-sitter
642        // let oracle = AstSemanticOracle::new(0.8);
643        // let source = "def add(a: int, b: int) -> int:\n    return a + b";
644        // let ast = oracle.parse_semantic_ast(source);
645        // assert!(ast.is_some());
646        // let ast = ast.unwrap();
647        // assert_eq!(ast.node_type, "function_definition");
648        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        // TODO: Implement Zhang-Shasha algorithm
655        // let oracle = AstSemanticOracle::new(0.8);
656        // let source = SemanticNode::new("add")
657        //     .with_child(SemanticNode::new("param").with_value("a"))
658        //     .with_child(SemanticNode::new("param").with_value("b"));
659        // let target = SemanticNode::new("add")
660        //     .with_child(SemanticNode::new("param").with_value("x"))
661        //     .with_child(SemanticNode::new("param").with_value("y"));
662        // let similarity = oracle.tree_similarity(&source, &target);
663        // assert!(similarity > 0.8); // Same structure, different names
664        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        // TODO: Implement Z3 integration
671        // let oracle = FormalVerificationOracle::new(10, 5000);
672        // let source = "x = a + b";
673        // let target = "let x = a + b;";
674        // let verdict = oracle.check_equivalence(source, target);
675        // assert_eq!(verdict, SemanticVerdict::Equivalent);
676        unimplemented!("Z3 integration not yet implemented")
677    }
678
679    #[test]
680    #[ignore = "requires Z3 SMT solver integration"]
681    fn test_formal_verification_counterexample() {
682        // TODO: Find counterexample via SMT
683        // let oracle = FormalVerificationOracle::new(10, 5000);
684        // let source = "x = a + b";  // Python: wraps on overflow
685        // let target = "let x: i32 = a + b;";  // Rust: panics on overflow
686        // let verdict = oracle.check_equivalence(source, target);
687        // assert!(matches!(verdict, SemanticVerdict::Different { .. }));
688        unimplemented!("Z3 counterexample generation not yet implemented")
689    }
690
691    #[test]
692    #[ignore = "requires memory analysis"]
693    fn test_memory_layout_analysis() {
694        // TODO: Implement memory layout extraction
695        // let oracle = AstSemanticOracle::new(0.8);
696        // let source = "xs = [1, 2, 3]";  // Python list (heap)
697        // let target = "let xs = vec![1, 2, 3];";  // Rust Vec (heap)
698        // assert!(oracle.compare_memory(source, target));
699        unimplemented!("Memory layout analysis not yet implemented")
700    }
701
702    #[test]
703    #[ignore = "requires performance estimation"]
704    fn test_performance_estimation() {
705        // TODO: Implement performance profiling
706        // let oracle = AstSemanticOracle::new(0.8);
707        // let source = "for i in range(n): sum += i";  // O(n)
708        // let target = "let sum: i32 = (0..n).sum();";  // O(n)
709        // let ratio = oracle.compare_performance(source, target);
710        // assert!(ratio.is_some());
711        // assert!((ratio.unwrap() - 1.0).abs() < 0.5);  // Within 50%
712        unimplemented!("Performance estimation not yet implemented")
713    }
714
715    #[test]
716    #[ignore = "requires bounded model checking"]
717    fn test_bounded_model_checking() {
718        // TODO: Implement BMC
719        // let oracle = FormalVerificationOracle::new(100, 10000);
720        // let source = "def loop(n):\n    for i in range(n): pass";
721        // let target = "fn loop(n: usize) { for _ in 0..n {} }";
722        // let verdict = oracle.check_equivalence(source, target);
723        // assert_eq!(verdict, SemanticVerdict::Equivalent);
724        unimplemented!("Bounded model checking not yet implemented")
725    }
726}