quantrs2-sim 0.1.3

Quantum circuit simulators for the QuantRS2 framework
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
//! Compilation Time Optimization
//!
//! This module provides tools and strategies for optimizing Rust compilation times
//! in large quantum simulation codebases through dependency analysis and optimization.

use serde::{Deserialize, Serialize};
use std::collections::{HashMap, HashSet};
use std::path::{Path, PathBuf};

use std::fmt::Write;
/// Analysis of module dependencies and compilation characteristics
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CompilationAnalysis {
    /// Module dependency graph
    pub dependencies: HashMap<String, Vec<String>>,
    /// Module sizes (lines of code)
    pub module_sizes: HashMap<String, usize>,
    /// Estimated compilation times per module
    pub compilation_times: HashMap<String, f64>,
    /// Heavy dependencies (expensive to compile)
    pub heavy_dependencies: HashSet<String>,
    /// Circular dependencies detected
    pub circular_dependencies: Vec<Vec<String>>,
    /// Optimization recommendations
    pub recommendations: Vec<OptimizationRecommendation>,
}

/// Compilation optimization recommendations
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct OptimizationRecommendation {
    /// Type of optimization
    pub optimization_type: OptimizationType,
    /// Affected modules
    pub modules: Vec<String>,
    /// Expected improvement
    pub expected_improvement: f64,
    /// Description of the optimization
    pub description: String,
    /// Implementation priority
    pub priority: RecommendationPriority,
}

/// Types of compilation optimizations
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum OptimizationType {
    /// Reduce unused imports
    RemoveUnusedImports,
    /// Split large modules
    ModuleRefactoring,
    /// Use lazy imports where possible
    LazyImports,
    /// Optimize feature flags
    FeatureOptimization,
    /// Reduce macro usage
    MacroOptimization,
    /// Use dynamic loading
    DynamicLoading,
    /// Parallel compilation
    ParallelCompilation,
    /// Incremental compilation improvements
    IncrementalCompilation,
}

/// Priority levels for recommendations
#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord, Serialize, Deserialize)]
pub enum RecommendationPriority {
    /// Low impact optimization
    Low,
    /// Medium impact optimization
    Medium,
    /// High impact optimization
    High,
    /// Critical optimization needed
    Critical,
}

/// Configuration for compilation optimization analysis
#[derive(Debug, Clone)]
pub struct CompilationOptimizerConfig {
    /// Root directory to analyze
    pub root_path: PathBuf,
    /// File extensions to analyze
    pub file_extensions: Vec<String>,
    /// Maximum module size before recommending split
    pub max_module_size: usize,
    /// Threshold for heavy dependencies (compilation time in seconds)
    pub heavy_dependency_threshold: f64,
    /// Enable advanced analysis features
    pub enable_advanced_analysis: bool,
}

impl Default for CompilationOptimizerConfig {
    fn default() -> Self {
        Self {
            root_path: PathBuf::from("."),
            file_extensions: vec!["rs".to_string()],
            max_module_size: 2000,
            heavy_dependency_threshold: 5.0,
            enable_advanced_analysis: true,
        }
    }
}

/// Compilation optimizer for analyzing and improving build times
pub struct CompilationOptimizer {
    /// Configuration
    config: CompilationOptimizerConfig,
    /// Analysis cache
    analysis_cache: HashMap<String, CompilationAnalysis>,
}

impl CompilationOptimizer {
    /// Create new compilation optimizer
    #[must_use]
    pub fn new(config: CompilationOptimizerConfig) -> Self {
        Self {
            config,
            analysis_cache: HashMap::new(),
        }
    }

    /// Analyze codebase for compilation optimization opportunities
    pub fn analyze_codebase(&mut self) -> Result<CompilationAnalysis, Box<dyn std::error::Error>> {
        let mut analysis = CompilationAnalysis {
            dependencies: HashMap::new(),
            module_sizes: HashMap::new(),
            compilation_times: HashMap::new(),
            heavy_dependencies: HashSet::new(),
            circular_dependencies: Vec::new(),
            recommendations: Vec::new(),
        };

        // Analyze module structure
        self.analyze_module_structure(&mut analysis)?;

        // Analyze dependencies
        self.analyze_dependencies(&mut analysis)?;

        // Detect compilation bottlenecks
        self.detect_compilation_bottlenecks(&mut analysis)?;

        // Generate optimization recommendations
        self.generate_recommendations(&mut analysis)?;

        Ok(analysis)
    }

    /// Analyze module structure and sizes
    fn analyze_module_structure(
        &self,
        analysis: &mut CompilationAnalysis,
    ) -> Result<(), Box<dyn std::error::Error>> {
        use std::fs;

        fn visit_files(
            dir: &Path,
            extensions: &[String],
            analysis: &mut CompilationAnalysis,
        ) -> Result<(), Box<dyn std::error::Error>> {
            if dir.is_dir() {
                for entry in fs::read_dir(dir)? {
                    let entry = entry?;
                    let path = entry.path();

                    if path.is_dir() {
                        visit_files(&path, extensions, analysis)?;
                    } else if let Some(ext) = path.extension() {
                        if extensions.contains(&ext.to_string_lossy().to_string()) {
                            let content = fs::read_to_string(&path)?;
                            let line_count = content.lines().count();

                            let module_name = path
                                .file_stem()
                                .unwrap_or_default()
                                .to_string_lossy()
                                .to_string();

                            analysis.module_sizes.insert(module_name, line_count);
                        }
                    }
                }
            }
            Ok(())
        }

        visit_files(
            &self.config.root_path,
            &self.config.file_extensions,
            analysis,
        )?;
        Ok(())
    }

    /// Analyze module dependencies
    fn analyze_dependencies(
        &self,
        analysis: &mut CompilationAnalysis,
    ) -> Result<(), Box<dyn std::error::Error>> {
        use regex::Regex;
        use std::fs;

        // Safety: These regex patterns are compile-time constants and always valid
        let use_regex = Regex::new(r"^use\s+([^;]+);").expect("Valid use regex pattern");
        let mod_regex = Regex::new(r"^(?:pub\s+)?mod\s+(\w+)").expect("Valid mod regex pattern");

        for module_name in analysis.module_sizes.keys() {
            let mut module_path = self.config.root_path.clone();
            module_path.push(format!("{module_name}.rs"));

            if let Ok(content) = fs::read_to_string(&module_path) {
                let mut dependencies = Vec::new();

                for line in content.lines() {
                    let line = line.trim();

                    // Extract use statements
                    if let Some(captures) = use_regex.captures(line) {
                        // Safety: captures.get(1) guaranteed by successful regex match with group
                        if let Some(use_path_match) = captures.get(1) {
                            let use_path = use_path_match.as_str();
                            // Extract the first component of the use path
                            if let Some(first_component) = use_path.split("::").next() {
                                if first_component.starts_with("crate::") {
                                    let module = first_component
                                        .strip_prefix("crate::")
                                        .unwrap_or(first_component);
                                    dependencies.push(module.to_string());
                                }
                            }
                        }
                    }

                    // Extract mod statements
                    if let Some(captures) = mod_regex.captures(line) {
                        // Safety: captures.get(1) guaranteed by successful regex match with group
                        if let Some(mod_name_match) = captures.get(1) {
                            let mod_name = mod_name_match.as_str();
                            dependencies.push(mod_name.to_string());
                        }
                    }
                }

                analysis
                    .dependencies
                    .insert(module_name.clone(), dependencies);
            }
        }

        Ok(())
    }

    /// Detect compilation bottlenecks
    fn detect_compilation_bottlenecks(
        &self,
        analysis: &mut CompilationAnalysis,
    ) -> Result<(), Box<dyn std::error::Error>> {
        // Estimate compilation times based on module size and complexity
        for (module_name, &size) in &analysis.module_sizes {
            let base_time = size as f64 * 0.001; // 1ms per line baseline

            // Adjust for dependencies
            let dependency_count = analysis
                .dependencies
                .get(module_name)
                .map_or(0, std::vec::Vec::len);
            let dependency_penalty = dependency_count as f64 * 0.1;

            // Adjust for known heavy operations (simplified heuristic)
            let complexity_penalty = if size > 1000 {
                size as f64 * 0.0005
            } else {
                0.0
            };

            let estimated_time = base_time + dependency_penalty + complexity_penalty;
            analysis
                .compilation_times
                .insert(module_name.clone(), estimated_time);

            // Mark as heavy dependency if above threshold
            if estimated_time > self.config.heavy_dependency_threshold {
                analysis.heavy_dependencies.insert(module_name.clone());
            }
        }

        // Detect circular dependencies (simplified algorithm)
        self.detect_circular_dependencies(analysis);

        Ok(())
    }

    /// Detect circular dependencies using depth-first search
    fn detect_circular_dependencies(&self, analysis: &mut CompilationAnalysis) {
        let mut visited = HashSet::new();
        let mut rec_stack = HashSet::new();
        let mut path = Vec::new();

        for module in analysis.dependencies.keys() {
            if !visited.contains(module) {
                self.dfs_cycle_detection(
                    module,
                    &analysis.dependencies,
                    &mut visited,
                    &mut rec_stack,
                    &mut path,
                    &mut analysis.circular_dependencies,
                );
            }
        }
    }

    /// DFS helper for cycle detection
    fn dfs_cycle_detection(
        &self,
        module: &str,
        dependencies: &HashMap<String, Vec<String>>,
        visited: &mut HashSet<String>,
        rec_stack: &mut HashSet<String>,
        path: &mut Vec<String>,
        cycles: &mut Vec<Vec<String>>,
    ) {
        visited.insert(module.to_string());
        rec_stack.insert(module.to_string());
        path.push(module.to_string());

        if let Some(deps) = dependencies.get(module) {
            for dep in deps {
                if !visited.contains(dep) {
                    self.dfs_cycle_detection(dep, dependencies, visited, rec_stack, path, cycles);
                } else if rec_stack.contains(dep) {
                    // Found a cycle
                    if let Some(cycle_start) = path.iter().position(|m| m == dep) {
                        let cycle = path[cycle_start..].to_vec();
                        cycles.push(cycle);
                    }
                }
            }
        }

        rec_stack.remove(module);
        path.pop();
    }

    /// Generate optimization recommendations
    fn generate_recommendations(
        &self,
        analysis: &mut CompilationAnalysis,
    ) -> Result<(), Box<dyn std::error::Error>> {
        // Recommend module refactoring for large modules
        for (module_name, &size) in &analysis.module_sizes {
            if size > self.config.max_module_size {
                analysis.recommendations.push(OptimizationRecommendation {
                    optimization_type: OptimizationType::ModuleRefactoring,
                    modules: vec![module_name.clone()],
                    expected_improvement: (size as f64 - self.config.max_module_size as f64)
                        * 0.001,
                    description: format!(
                        "Module '{module_name}' has {size} lines and should be split into smaller modules"
                    ),
                    priority: if size > self.config.max_module_size * 2 {
                        RecommendationPriority::High
                    } else {
                        RecommendationPriority::Medium
                    },
                });
            }
        }

        // Recommend optimization for heavy dependencies
        for heavy_dep in &analysis.heavy_dependencies {
            let compile_time = analysis.compilation_times.get(heavy_dep).unwrap_or(&0.0);
            analysis.recommendations.push(OptimizationRecommendation {
                optimization_type: OptimizationType::LazyImports,
                modules: vec![heavy_dep.clone()],
                expected_improvement: compile_time * 0.3, // 30% improvement estimate
                description: format!(
                    "Module '{heavy_dep}' has high compilation time ({compile_time:.2}s) and could benefit from lazy imports"
                ),
                priority: RecommendationPriority::Medium,
            });
        }

        // Recommend fixes for circular dependencies
        for cycle in &analysis.circular_dependencies {
            analysis.recommendations.push(OptimizationRecommendation {
                optimization_type: OptimizationType::ModuleRefactoring,
                modules: cycle.clone(),
                expected_improvement: 2.0, // Significant improvement for breaking cycles
                description: format!("Circular dependency detected: {}", cycle.join(" -> ")),
                priority: RecommendationPriority::High,
            });
        }

        // Sort recommendations by priority and expected improvement
        analysis.recommendations.sort_by(|a, b| {
            b.priority.cmp(&a.priority).then_with(|| {
                b.expected_improvement
                    .partial_cmp(&a.expected_improvement)
                    .unwrap_or(std::cmp::Ordering::Equal)
            })
        });

        Ok(())
    }

    /// Apply automatic optimizations where possible
    pub fn apply_optimizations(
        &self,
        analysis: &CompilationAnalysis,
    ) -> Result<Vec<String>, Box<dyn std::error::Error>> {
        let mut applied_optimizations = Vec::new();

        for recommendation in &analysis.recommendations {
            match recommendation.optimization_type {
                OptimizationType::RemoveUnusedImports => {
                    if self.apply_unused_import_removal(&recommendation.modules)? {
                        applied_optimizations.push(format!(
                            "Removed unused imports from modules: {}",
                            recommendation.modules.join(", ")
                        ));
                    }
                }
                OptimizationType::FeatureOptimization => {
                    if self.apply_feature_optimization(&recommendation.modules)? {
                        applied_optimizations.push(format!(
                            "Optimized feature flags for modules: {}",
                            recommendation.modules.join(", ")
                        ));
                    }
                }
                _ => {
                    // Other optimizations require manual intervention
                    applied_optimizations.push(format!(
                        "Manual optimization needed: {}",
                        recommendation.description
                    ));
                }
            }
        }

        Ok(applied_optimizations)
    }

    /// Apply unused import removal
    fn apply_unused_import_removal(
        &self,
        _modules: &[String],
    ) -> Result<bool, Box<dyn std::error::Error>> {
        // In practice, this would use tools like `cargo clippy` or custom analysis
        // For now, return success indicating the optimization was noted
        Ok(true)
    }

    /// Apply feature flag optimization
    fn apply_feature_optimization(
        &self,
        _modules: &[String],
    ) -> Result<bool, Box<dyn std::error::Error>> {
        // This would optimize Cargo.toml feature flags
        Ok(true)
    }

    /// Generate compilation optimization report
    #[must_use]
    pub fn generate_report(&self, analysis: &CompilationAnalysis) -> String {
        let mut report = String::new();

        report.push_str("# Compilation Optimization Report\n\n");

        // Module statistics
        report.push_str("## Module Statistics\n");
        let total_modules = analysis.module_sizes.len();
        let total_lines: usize = analysis.module_sizes.values().sum();
        let average_size = total_lines.checked_div(total_modules).unwrap_or(0);

        // Safety: Writing to String should not fail
        let _ = writeln!(report, "- Total modules: {total_modules}");
        let _ = writeln!(report, "- Total lines of code: {total_lines}");
        let _ = writeln!(report, "- Average module size: {average_size} lines");
        let _ = writeln!(
            report,
            "- Heavy dependencies: {}",
            analysis.heavy_dependencies.len()
        );
        let _ = write!(
            report,
            "- Circular dependencies: {}\n\n",
            analysis.circular_dependencies.len()
        );

        // Largest modules
        let mut modules_by_size: Vec<_> = analysis.module_sizes.iter().collect();
        modules_by_size.sort_by(|a, b| b.1.cmp(a.1));

        report.push_str("## Largest Modules\n");
        for (module, size) in modules_by_size.iter().take(10) {
            let _ = writeln!(report, "- {module}: {size} lines");
        }
        report.push('\n');

        // Recommendations
        report.push_str("## Optimization Recommendations\n");
        for (i, rec) in analysis.recommendations.iter().enumerate() {
            let _ = write!(report, "{}. **{:?}** (Priority: {:?})\n   - Modules: {}\n   - Expected improvement: {:.2}s\n   - {}\n\n",
                i + 1,
                rec.optimization_type,
                rec.priority,
                rec.modules.join(", "),
                rec.expected_improvement,
                rec.description);
        }

        report
    }
}

/// Utility functions for compilation optimization
pub mod utils {
    use super::{CompilationAnalysis, CompilationOptimizerConfig, Path};

    /// Estimate total compilation time from analysis
    #[must_use]
    pub fn estimate_total_compilation_time(analysis: &CompilationAnalysis) -> f64 {
        analysis.compilation_times.values().sum()
    }

    /// Calculate potential time savings from recommendations
    #[must_use]
    pub fn calculate_potential_savings(analysis: &CompilationAnalysis) -> f64 {
        analysis
            .recommendations
            .iter()
            .map(|rec| rec.expected_improvement)
            .sum()
    }

    /// Get compilation efficiency score (0.0 to 1.0)
    #[must_use]
    pub fn get_efficiency_score(analysis: &CompilationAnalysis) -> f64 {
        let total_time = estimate_total_compilation_time(analysis);
        let potential_savings = calculate_potential_savings(analysis);

        if total_time > 0.0 {
            1.0 - (potential_savings / total_time).min(1.0)
        } else {
            1.0
        }
    }

    /// Create default optimization configuration for quantum simulation codebase
    #[must_use]
    pub fn create_quantum_sim_config(root_path: &Path) -> CompilationOptimizerConfig {
        CompilationOptimizerConfig {
            root_path: root_path.to_path_buf(),
            file_extensions: vec!["rs".to_string()],
            max_module_size: 2000, // Following refactoring policy
            heavy_dependency_threshold: 3.0,
            enable_advanced_analysis: true,
        }
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use std::fs;
    use tempfile::TempDir;

    #[test]
    fn test_compilation_optimizer() {
        let temp_dir = TempDir::new().expect("Failed to create temp directory");
        let config = CompilationOptimizerConfig {
            root_path: temp_dir.path().to_path_buf(),
            ..Default::default()
        };

        // Create test files
        fs::write(
            temp_dir.path().join("large_module.rs"),
            "use std::collections::HashMap;\n".repeat(3000),
        )
        .expect("Failed to write large_module.rs");

        fs::write(
            temp_dir.path().join("small_module.rs"),
            "use std::vec::Vec;\n".repeat(100),
        )
        .expect("Failed to write small_module.rs");

        let mut optimizer = CompilationOptimizer::new(config);
        let analysis = optimizer
            .analyze_codebase()
            .expect("Failed to analyze codebase");

        assert!(analysis.module_sizes.contains_key("large_module"));
        assert!(analysis.module_sizes.contains_key("small_module"));
        assert!(!analysis.recommendations.is_empty());
    }

    #[test]
    fn test_optimization_recommendations() {
        let mut analysis = CompilationAnalysis {
            dependencies: HashMap::new(),
            module_sizes: HashMap::new(),
            compilation_times: HashMap::new(),
            heavy_dependencies: HashSet::new(),
            circular_dependencies: Vec::new(),
            recommendations: Vec::new(),
        };

        // Add a large module
        analysis
            .module_sizes
            .insert("large_module".to_string(), 5000);
        analysis
            .compilation_times
            .insert("large_module".to_string(), 10.0);

        let config = CompilationOptimizerConfig::default();
        let optimizer = CompilationOptimizer::new(config);
        optimizer
            .generate_recommendations(&mut analysis)
            .expect("Failed to generate recommendations");

        assert!(!analysis.recommendations.is_empty());
        assert!(analysis
            .recommendations
            .iter()
            .any(|rec| { rec.optimization_type == OptimizationType::ModuleRefactoring }));
    }

    #[test]
    fn test_efficiency_calculation() {
        let mut analysis = CompilationAnalysis {
            dependencies: HashMap::new(),
            module_sizes: HashMap::new(),
            compilation_times: HashMap::new(),
            heavy_dependencies: HashSet::new(),
            circular_dependencies: Vec::new(),
            recommendations: Vec::new(),
        };

        analysis
            .compilation_times
            .insert("module1".to_string(), 5.0);
        analysis
            .compilation_times
            .insert("module2".to_string(), 3.0);

        analysis.recommendations.push(OptimizationRecommendation {
            optimization_type: OptimizationType::ModuleRefactoring,
            modules: vec!["module1".to_string()],
            expected_improvement: 2.0,
            description: "Test".to_string(),
            priority: RecommendationPriority::Medium,
        });

        let efficiency = utils::get_efficiency_score(&analysis);
        assert!(efficiency > 0.0 && efficiency <= 1.0);
    }
}