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refactoring_pattern_demo.rs
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//! Comprehensive demonstration of Refactoring Pattern Detection System
//!
//! This example showcases the advanced refactoring pattern detection system that identifies
//! common code refactoring patterns with confidence scoring, detailed analysis, and
//! comprehensive evidence gathering for intelligent refactoring recognition.
use smart_diff_engine::{
RefactoringDetector, RefactoringDetectionConfig, RefactoringPattern,
RefactoringImpactLevel, RefactoringComplexityLevel, RefactoringEffort,
RefactoringCharacteristicType, RefactoringEvidenceType
};
use smart_diff_parser::{Change, ChangeType, ChangeDetail, CodeElement, Language, RefactoringType};
use std::collections::HashMap;
use anyhow::Result;
fn main() -> Result<()> {
println!("🔄 Refactoring Pattern Detection System Demo");
println!("============================================\n");
// Demo 1: Basic refactoring pattern detection
demo_basic_pattern_detection()?;
// Demo 2: Extract method pattern analysis
demo_extract_method_detection()?;
// Demo 3: Inline method pattern analysis
demo_inline_method_detection()?;
// Demo 4: Rename and move pattern detection
demo_rename_move_detection()?;
// Demo 5: Complex refactoring patterns
demo_complex_pattern_detection()?;
// Demo 6: Configuration and customization
demo_configuration_customization()?;
println!("\n✅ Refactoring Pattern Detection System Demo Complete!");
Ok(())
}
/// Demo 1: Basic refactoring pattern detection
fn demo_basic_pattern_detection() -> Result<()> {
println!("📊 Demo 1: Basic Refactoring Pattern Detection");
println!("----------------------------------------------");
let detector = RefactoringDetector::new(Language::Java);
// Test different refactoring patterns
let test_scenarios = vec![
("Extract Method", vec![
create_change(ChangeType::Modify,
Some(("processOrder", "OrderService.java", 20)),
Some(("processOrder", "OrderService.java", 20)),
Some(0.8)),
create_change(ChangeType::Add,
None,
Some(("validateOrder", "OrderService.java", 60)),
None),
]),
("Inline Method", vec![
create_change(ChangeType::Delete,
Some(("helper", "Utils.java", 100)),
None,
None),
create_change(ChangeType::Modify,
Some(("mainMethod", "Utils.java", 50)),
Some(("mainMethod", "Utils.java", 50)),
Some(0.7)),
]),
("Rename Method", vec![
create_change(ChangeType::Rename,
Some(("calculatePrice", "PriceCalculator.java", 30)),
Some(("computeCost", "PriceCalculator.java", 30)),
Some(0.9)),
]),
("Move Method", vec![
create_change(ChangeType::CrossFileMove,
Some(("utility", "OldUtils.java", 10)),
Some(("utility", "helpers/StringUtils.java", 15)),
Some(0.95)),
]),
];
for (scenario_name, changes) in test_scenarios {
println!("🔍 Scenario: {}", scenario_name);
let patterns = detector.detect_patterns(&changes);
if patterns.is_empty() {
println!(" • No patterns detected");
} else {
for (i, pattern) in patterns.iter().enumerate() {
println!(" • Pattern {}: {:?} (confidence: {:.3})",
i + 1, pattern.pattern_type, pattern.confidence);
println!(" Description: {}", pattern.description);
println!(" Affected Elements: {:?}", pattern.affected_elements);
println!(" Complexity: {:?}", pattern.complexity.complexity_level);
}
}
println!();
}
Ok(())
}
/// Demo 2: Extract method pattern analysis
fn demo_extract_method_detection() -> Result<()> {
println!("🔬 Demo 2: Extract Method Pattern Analysis");
println!("------------------------------------------");
let detector = RefactoringDetector::new(Language::Java);
// Simulate extract method refactoring
let changes = vec![
create_change(ChangeType::Modify,
Some(("processPayment", "PaymentService.java", 25)),
Some(("processPayment", "PaymentService.java", 25)),
Some(0.75)), // Reduced similarity due to extracted code
create_change(ChangeType::Add,
None,
Some(("validatePaymentData", "PaymentService.java", 80)),
None),
];
let patterns = detector.detect_patterns(&changes);
println!("🔍 Extract Method Analysis:");
for pattern in &patterns {
if pattern.pattern_type == RefactoringType::ExtractMethod {
println!(" • Pattern: {:?}", pattern.pattern_type);
println!(" • Confidence: {:.3}", pattern.confidence);
println!(" • Description: {}", pattern.description);
println!("\n📋 Characteristics:");
for (i, characteristic) in pattern.analysis.characteristics.iter().enumerate() {
println!(" {}. {:?}: {} (confidence: {:.3})",
i + 1, characteristic.characteristic_type, characteristic.value, characteristic.confidence);
}
println!("\n🔍 Evidence:");
for (i, evidence) in pattern.evidence.iter().enumerate() {
println!(" {}. {:?}: {} (strength: {:.3})",
i + 1, evidence.evidence_type, evidence.description, evidence.strength);
}
println!("\n⚠️ Impact Assessment:");
println!(" • Impact Level: {:?}", pattern.analysis.impact.impact_level);
println!(" • Breaking Change: {}", pattern.analysis.impact.is_breaking_change);
println!(" • API Compatibility: {:?}", pattern.analysis.impact.api_compatibility);
println!(" • Affected Files: {:?}", pattern.analysis.impact.affected_files);
println!("\n📊 Quality Metrics:");
println!(" • Quality Improvement: {:.2}", pattern.analysis.quality_metrics.quality_improvement);
println!(" • Maintainability Impact: {:.2}", pattern.analysis.quality_metrics.maintainability_impact);
println!(" • Readability Impact: {:.2}", pattern.analysis.quality_metrics.readability_impact);
println!(" • Testability Impact: {:.2}", pattern.analysis.quality_metrics.testability_impact);
println!("\n🔧 Complexity Assessment:");
println!(" • Complexity Level: {:?}", pattern.complexity.complexity_level);
println!(" • Elements Involved: {}", pattern.complexity.elements_involved);
println!(" • Files Affected: {}", pattern.complexity.files_affected);
println!(" • Estimated Effort: {:?}", pattern.complexity.estimated_effort);
}
}
println!();
Ok(())
}
/// Demo 3: Inline method pattern analysis
fn demo_inline_method_detection() -> Result<()> {
println!("📥 Demo 3: Inline Method Pattern Analysis");
println!("-----------------------------------------");
let detector = RefactoringDetector::new(Language::Java);
// Simulate inline method refactoring
let changes = vec![
create_change(ChangeType::Delete,
Some(("isValidEmail", "ValidationUtils.java", 45)),
None,
None),
create_change(ChangeType::Modify,
Some(("validateUser", "UserService.java", 30)),
Some(("validateUser", "UserService.java", 30)),
Some(0.65)), // Lower similarity due to inlined code
];
let patterns = detector.detect_patterns(&changes);
println!("🔍 Inline Method Analysis:");
for pattern in &patterns {
if pattern.pattern_type == RefactoringType::InlineMethod {
println!(" • Pattern: {:?}", pattern.pattern_type);
println!(" • Confidence: {:.3}", pattern.confidence);
println!(" • Description: {}", pattern.description);
println!("\n📈 Quality Impact:");
let quality = &pattern.analysis.quality_metrics;
println!(" • Quality Improvement: {:.2} ({})",
quality.quality_improvement,
if quality.quality_improvement > 0.5 { "Positive" } else { "Neutral/Negative" });
println!(" • Maintainability: {:.2}", quality.maintainability_impact);
println!(" • Performance: {:.2}", quality.performance_impact);
println!("\n🎯 Refactoring Rationale:");
if pattern.confidence > 0.7 {
println!(" • High confidence inline method detected");
println!(" • Likely removed small, single-use method");
println!(" • May improve performance by reducing method calls");
} else {
println!(" • Moderate confidence inline method");
println!(" • Consider if this reduces code readability");
}
}
}
println!();
Ok(())
}
/// Demo 4: Rename and move pattern detection
fn demo_rename_move_detection() -> Result<()> {
println!("🏷️ Demo 4: Rename and Move Pattern Detection");
println!("---------------------------------------------");
let detector = RefactoringDetector::new(Language::Java);
// Test rename patterns
let rename_changes = vec![
create_change(ChangeType::Rename,
Some(("getUserData", "UserController.java", 40)),
Some(("fetchUserProfile", "UserController.java", 40)),
Some(0.85)),
];
// Test move patterns
let move_changes = vec![
create_change(ChangeType::CrossFileMove,
Some(("formatDate", "Utils.java", 20)),
Some(("formatDate", "helpers/DateUtils.java", 10)),
Some(0.98)),
];
println!("🔍 Rename Pattern Analysis:");
let rename_patterns = detector.detect_patterns(&rename_changes);
for pattern in &rename_patterns {
println!(" • Pattern: {:?} (confidence: {:.3})", pattern.pattern_type, pattern.confidence);
println!(" • Description: {}", pattern.description);
println!(" • Breaking Change: {}", pattern.analysis.impact.is_breaking_change);
// Analyze name change quality
if pattern.confidence > 0.8 {
println!(" • Assessment: High-quality rename with good semantic similarity");
} else if pattern.confidence > 0.6 {
println!(" • Assessment: Moderate rename, verify semantic correctness");
} else {
println!(" • Assessment: Low confidence rename, may be unrelated change");
}
}
println!("\n🔍 Move Pattern Analysis:");
let move_patterns = detector.detect_patterns(&move_changes);
for pattern in &move_patterns {
println!(" • Pattern: {:?} (confidence: {:.3})", pattern.pattern_type, pattern.confidence);
println!(" • Description: {}", pattern.description);
println!(" • Complexity: {:?}", pattern.complexity.complexity_level);
// Analyze move impact
match pattern.complexity.complexity_level {
RefactoringComplexityLevel::Simple => {
println!(" • Assessment: Simple move, low risk");
}
RefactoringComplexityLevel::Moderate => {
println!(" • Assessment: Moderate complexity, check dependencies");
}
RefactoringComplexityLevel::Complex => {
println!(" • Assessment: Complex move, extensive testing recommended");
}
RefactoringComplexityLevel::VeryComplex => {
println!(" • Assessment: Very complex move, consider phased approach");
}
}
}
println!();
Ok(())
}
/// Demo 5: Complex refactoring patterns
fn demo_complex_pattern_detection() -> Result<()> {
println!("🌟 Demo 5: Complex Refactoring Pattern Detection");
println!("------------------------------------------------");
let detector = RefactoringDetector::new(Language::Java);
// Simulate extract class refactoring
let extract_class_changes = vec![
create_change(ChangeType::Add,
None,
Some(("validateOrder", "OrderValidator.java", 10)),
None),
create_change(ChangeType::Add,
None,
Some(("calculateDiscount", "OrderValidator.java", 30)),
None),
create_change(ChangeType::Add,
None,
Some(("checkInventory", "OrderValidator.java", 50)),
None),
create_change(ChangeType::Modify,
Some(("processOrder", "OrderService.java", 100)),
Some(("processOrder", "OrderService.java", 100)),
Some(0.6)),
];
println!("🔍 Extract Class Pattern Analysis:");
let patterns = detector.detect_patterns(&extract_class_changes);
for pattern in &patterns {
if pattern.pattern_type == RefactoringType::ExtractClass {
println!(" • Pattern: {:?}", pattern.pattern_type);
println!(" • Confidence: {:.3}", pattern.confidence);
println!(" • Description: {}", pattern.description);
println!(" • Affected Elements: {} methods", pattern.affected_elements.len());
println!("\n📊 Complexity Analysis:");
println!(" • Complexity Level: {:?}", pattern.complexity.complexity_level);
println!(" • Elements Involved: {}", pattern.complexity.elements_involved);
println!(" • Files Affected: {}", pattern.complexity.files_affected);
let effort_description = match pattern.complexity.estimated_effort {
RefactoringEffort::Trivial => "< 1 hour",
RefactoringEffort::Low => "1-4 hours",
RefactoringEffort::Medium => "1-2 days",
RefactoringEffort::High => "3-5 days",
RefactoringEffort::VeryHigh => "> 1 week",
};
println!(" • Estimated Effort: {} ({})",
format!("{:?}", pattern.complexity.estimated_effort), effort_description);
println!("\n🎯 Refactoring Benefits:");
let quality = &pattern.analysis.quality_metrics;
if quality.maintainability_impact > 0.7 {
println!(" • Significant maintainability improvement expected");
}
if quality.readability_impact > 0.6 {
println!(" • Good readability improvement through separation of concerns");
}
if quality.testability_impact > 0.7 {
println!(" • Enhanced testability through focused class responsibility");
}
}
}
println!();
Ok(())
}
/// Demo 6: Configuration and customization
fn demo_configuration_customization() -> Result<()> {
println!("⚙️ Demo 6: Configuration and Customization");
println!("-------------------------------------------");
// Test different configurations
let configs = vec![
("Conservative", RefactoringDetectionConfig {
min_confidence_threshold: 0.9,
enable_extract_method: true,
enable_inline_method: false, // Disabled for conservative approach
enable_rename_detection: true,
enable_move_detection: true,
enable_extract_class: true,
enable_inline_class: false, // Disabled for conservative approach
enable_change_signature: false, // Disabled for conservative approach
max_related_distance: 25,
enable_complex_patterns: false,
}),
("Balanced", RefactoringDetectionConfig::default()),
("Aggressive", RefactoringDetectionConfig {
min_confidence_threshold: 0.5,
enable_extract_method: true,
enable_inline_method: true,
enable_rename_detection: true,
enable_move_detection: true,
enable_extract_class: true,
enable_inline_class: true,
enable_change_signature: true,
max_related_distance: 100,
enable_complex_patterns: true,
}),
];
let test_changes = vec![
create_change(ChangeType::Modify,
Some(("method", "Service.java", 10)),
Some(("method", "Service.java", 10)),
Some(0.6)), // Moderate similarity
create_change(ChangeType::Add,
None,
Some(("helper", "Service.java", 50)),
None),
];
for (config_name, config) in configs {
let detector = RefactoringDetector::with_config(Language::Java, config);
let patterns = detector.detect_patterns(&test_changes);
println!("🔧 {} Configuration:", config_name);
println!(" • Confidence Threshold: {:.2}", detector.get_config().min_confidence_threshold);
println!(" • Patterns Detected: {}", patterns.len());
for pattern in &patterns {
println!(" - {:?} (confidence: {:.3})", pattern.pattern_type, pattern.confidence);
}
let supported_types = detector.get_supported_refactoring_types();
println!(" • Supported Types: {} patterns", supported_types.len());
println!();
}
// Demonstrate feature toggling
println!("🔄 Feature Toggling Demo:");
let mut detector = RefactoringDetector::new(Language::Java);
println!(" • Initial state:");
println!(" - Change Classifier: {}", detector.change_classifier.is_some());
println!(" - Similarity Scorer: {}", detector.similarity_scorer.is_some());
detector.set_change_classifier(false);
detector.set_similarity_scorer(false);
println!(" • After disabling advanced features:");
println!(" - Change Classifier: {}", detector.change_classifier.is_some());
println!(" - Similarity Scorer: {}", detector.similarity_scorer.is_some());
detector.set_change_classifier(true);
detector.set_similarity_scorer(true);
println!(" • After re-enabling:");
println!(" - Change Classifier: {}", detector.change_classifier.is_some());
println!(" - Similarity Scorer: {}", detector.similarity_scorer.is_some());
println!();
Ok(())
}
// Helper functions for creating test data
fn create_change(
change_type: ChangeType,
source: Option<(&str, &str, usize)>,
target: Option<(&str, &str, usize)>,
similarity_score: Option<f64>,
) -> Change {
Change {
change_type,
source: source.map(|(name, file, line)| CodeElement {
name: name.to_string(),
file_path: file.to_string(),
start_line: line,
end_line: line + 10,
element_type: "function".to_string(),
}),
target: target.map(|(name, file, line)| CodeElement {
name: name.to_string(),
file_path: file.to_string(),
start_line: line,
end_line: line + 10,
element_type: "function".to_string(),
}),
details: ChangeDetail {
description: "Test change".to_string(),
affected_lines: vec![1, 2, 3],
similarity_score,
refactoring_type: None,
metadata: HashMap::new(),
},
confidence: 0.8,
}
}