CHORUS/pkg/slurp/intelligence/file_analyzer.go

package intelligence

import (
	"bufio"
	"bytes"
	"context"
	"fmt"
	"os"
	"path/filepath"
	"regexp"
	"strings"
	"time"
)

// DefaultFileAnalyzer provides comprehensive file analysis capabilities
type DefaultFileAnalyzer struct {
	config            *EngineConfig
	languageDetector  *LanguageDetector
	structureAnalyzer *CodeStructureAnalyzer
	metadataExtractor *MetadataExtractor
}

// LanguageDetector detects programming languages from file content and extensions
type LanguageDetector struct {
	extensionMap    map[string]string
	signatureRegexs map[string][]*regexp.Regexp
}

// CodeStructureAnalyzer analyzes code structure and patterns
type CodeStructureAnalyzer struct {
	languagePatterns map[string]*LanguagePatterns
}

// LanguagePatterns contains regex patterns for different language constructs
type LanguagePatterns struct {
	Functions  []*regexp.Regexp
	Classes    []*regexp.Regexp
	Variables  []*regexp.Regexp
	Imports    []*regexp.Regexp
	Comments   []*regexp.Regexp
	TODOs      []*regexp.Regexp
}

// MetadataExtractor extracts file system metadata
type MetadataExtractor struct {
	mimeTypes map[string]string
}

// NewDefaultFileAnalyzer creates a new file analyzer with comprehensive language support
func NewDefaultFileAnalyzer(config *EngineConfig) *DefaultFileAnalyzer {
	return &DefaultFileAnalyzer{
		config:            config,
		languageDetector:  NewLanguageDetector(),
		structureAnalyzer: NewCodeStructureAnalyzer(),
		metadataExtractor: NewMetadataExtractor(),
	}
}

// NewLanguageDetector creates a language detector with extensive language support
func NewLanguageDetector() *LanguageDetector {
	detector := &LanguageDetector{
		extensionMap:    make(map[string]string),
		signatureRegexs: make(map[string][]*regexp.Regexp),
	}

	// Map file extensions to languages
	extensions := map[string]string{
		".go":    "go",
		".py":    "python",
		".js":    "javascript",
		".jsx":   "javascript",
		".ts":    "typescript",
		".tsx":   "typescript",
		".java":  "java",
		".c":     "c",
		".cpp":   "cpp",
		".cc":    "cpp",
		".cxx":   "cpp",
		".h":     "c",
		".hpp":   "cpp",
		".cs":    "csharp",
		".php":   "php",
		".rb":    "ruby",
		".rs":    "rust",
		".kt":    "kotlin",
		".swift": "swift",
		".m":     "objective-c",
		".mm":    "objective-c",
		".scala": "scala",
		".clj":   "clojure",
		".hs":    "haskell",
		".ex":    "elixir",
		".exs":   "elixir",
		".erl":   "erlang",
		".lua":   "lua",
		".pl":    "perl",
		".r":     "r",
		".sh":    "shell",
		".bash":  "shell",
		".zsh":   "shell",
		".fish":  "shell",
		".sql":   "sql",
		".html":  "html",
		".htm":   "html",
		".css":   "css",
		".scss":  "scss",
		".sass":  "sass",
		".less":  "less",
		".xml":   "xml",
		".json":  "json",
		".yaml":  "yaml",
		".yml":   "yaml",
		".toml":  "toml",
		".ini":   "ini",
		".cfg":   "ini",
		".conf":  "config",
		".md":    "markdown",
		".rst":   "rst",
		".tex":   "latex",
		".proto": "protobuf",
		".tf":    "terraform",
		".hcl":   "hcl",
		".dockerfile": "dockerfile",
		".dockerignore": "dockerignore",
		".gitignore": "gitignore",
		".vim":   "vim",
		".emacs": "emacs",
	}

	for ext, lang := range extensions {
		detector.extensionMap[ext] = lang
	}

	// Language signature patterns
	signatures := map[string][]string{
		"go": {
			`^package\s+\w+`,
			`^import\s*\(`,
			`func\s+\w+\s*\(`,
		},
		"python": {
			`^#!/usr/bin/env python`,
			`^#!/usr/bin/python`,
			`^import\s+\w+`,
			`^from\s+\w+\s+import`,
			`^def\s+\w+\s*\(`,
			`^class\s+\w+`,
		},
		"javascript": {
			`^#!/usr/bin/env node`,
			`function\s+\w+\s*\(`,
			`const\s+\w+\s*=`,
			`let\s+\w+\s*=`,
			`var\s+\w+\s*=`,
			`require\s*\(`,
			`import\s+.*from`,
		},
		"typescript": {
			`interface\s+\w+`,
			`type\s+\w+\s*=`,
			`class\s+\w+`,
			`import\s+.*from.*\.ts`,
		},
		"java": {
			`^package\s+[\w\.]+;`,
			`^import\s+[\w\.]+;`,
			`public\s+class\s+\w+`,
			`public\s+static\s+void\s+main`,
		},
		"rust": {
			`^use\s+\w+`,
			`fn\s+\w+\s*\(`,
			`struct\s+\w+`,
			`impl\s+\w+`,
			`extern\s+crate`,
		},
		"cpp": {
			`^#include\s*<.*>`,
			`^#include\s*".*"`,
			`using\s+namespace`,
			`class\s+\w+`,
			`template\s*<`,
		},
	}

	for lang, patterns := range signatures {
		regexes := make([]*regexp.Regexp, len(patterns))
		for i, pattern := range patterns {
			regexes[i] = regexp.MustCompile(pattern)
		}
		detector.signatureRegexs[lang] = regexes
	}

	return detector
}

// NewCodeStructureAnalyzer creates a code structure analyzer
func NewCodeStructureAnalyzer() *CodeStructureAnalyzer {
	analyzer := &CodeStructureAnalyzer{
		languagePatterns: make(map[string]*LanguagePatterns),
	}

	// Define patterns for different languages
	patterns := map[string]*LanguagePatterns{
		"go": {
			Functions: []*regexp.Regexp{
				regexp.MustCompile(`func\s+(\w+)\s*\(`),
				regexp.MustCompile(`func\s+\(\w+\s+\*?\w+\)\s+(\w+)\s*\(`),
			},
			Classes: []*regexp.Regexp{
				regexp.MustCompile(`type\s+(\w+)\s+struct`),
				regexp.MustCompile(`type\s+(\w+)\s+interface`),
			},
			Variables: []*regexp.Regexp{
				regexp.MustCompile(`var\s+(\w+)`),
				regexp.MustCompile(`(\w+)\s*:=`),
			},
			Imports: []*regexp.Regexp{
				regexp.MustCompile(`import\s+"([^"]+)"`),
				regexp.MustCompile(`import\s+\w+\s+"([^"]+)"`),
			},
			Comments: []*regexp.Regexp{
				regexp.MustCompile(`//\s*(.*)`),
				regexp.MustCompile(`/\*([^*]|\*(?!/))*\*/`),
			},
			TODOs: []*regexp.Regexp{
				regexp.MustCompile(`//\s*TODO:?\s*(.*)`),
				regexp.MustCompile(`//\s*FIXME:?\s*(.*)`),
				regexp.MustCompile(`//\s*HACK:?\s*(.*)`),
			},
		},
		"python": {
			Functions: []*regexp.Regexp{
				regexp.MustCompile(`def\s+(\w+)\s*\(`),
				regexp.MustCompile(`async\s+def\s+(\w+)\s*\(`),
			},
			Classes: []*regexp.Regexp{
				regexp.MustCompile(`class\s+(\w+)\s*[\(:]`),
			},
			Variables: []*regexp.Regexp{
				regexp.MustCompile(`(\w+)\s*=`),
			},
			Imports: []*regexp.Regexp{
				regexp.MustCompile(`import\s+(\w+)`),
				regexp.MustCompile(`from\s+(\w+)\s+import`),
			},
			Comments: []*regexp.Regexp{
				regexp.MustCompile(`#\s*(.*)`),
				regexp.MustCompile(`"""([^"]|"(?!""))*"""`),
				regexp.MustCompile(`'''([^']|'(?!''))*'''`),
			},
			TODOs: []*regexp.Regexp{
				regexp.MustCompile(`#\s*TODO:?\s*(.*)`),
				regexp.MustCompile(`#\s*FIXME:?\s*(.*)`),
			},
		},
		"javascript": {
			Functions: []*regexp.Regexp{
				regexp.MustCompile(`function\s+(\w+)\s*\(`),
				regexp.MustCompile(`(\w+)\s*:\s*function\s*\(`),
				regexp.MustCompile(`const\s+(\w+)\s*=\s*\([^)]*\)\s*=>`),
				regexp.MustCompile(`(\w+)\s*=\s*\([^)]*\)\s*=>`),
			},
			Classes: []*regexp.Regexp{
				regexp.MustCompile(`class\s+(\w+)`),
			},
			Variables: []*regexp.Regexp{
				regexp.MustCompile(`var\s+(\w+)`),
				regexp.MustCompile(`let\s+(\w+)`),
				regexp.MustCompile(`const\s+(\w+)`),
			},
			Imports: []*regexp.Regexp{
				regexp.MustCompile(`import\s+.*from\s+['"]([^'"]+)['"]`),
				regexp.MustCompile(`require\s*\(\s*['"]([^'"]+)['"]`),
			},
			Comments: []*regexp.Regexp{
				regexp.MustCompile(`//\s*(.*)`),
				regexp.MustCompile(`/\*([^*]|\*(?!/))*\*/`),
			},
			TODOs: []*regexp.Regexp{
				regexp.MustCompile(`//\s*TODO:?\s*(.*)`),
				regexp.MustCompile(`//\s*FIXME:?\s*(.*)`),
			},
		},
		"java": {
			Functions: []*regexp.Regexp{
				regexp.MustCompile(`(?:public|private|protected|static|\s)*\w+\s+(\w+)\s*\(`),
			},
			Classes: []*regexp.Regexp{
				regexp.MustCompile(`(?:public|private|protected|\s)*class\s+(\w+)`),
				regexp.MustCompile(`(?:public|private|protected|\s)*interface\s+(\w+)`),
			},
			Variables: []*regexp.Regexp{
				regexp.MustCompile(`(?:public|private|protected|static|final|\s)*\w+\s+(\w+)\s*[=;]`),
			},
			Imports: []*regexp.Regexp{
				regexp.MustCompile(`import\s+([\w\.]+);`),
			},
			Comments: []*regexp.Regexp{
				regexp.MustCompile(`//\s*(.*)`),
				regexp.MustCompile(`/\*([^*]|\*(?!/))*\*/`),
			},
			TODOs: []*regexp.Regexp{
				regexp.MustCompile(`//\s*TODO:?\s*(.*)`),
				regexp.MustCompile(`//\s*FIXME:?\s*(.*)`),
			},
		},
	}

	for lang, pattern := range patterns {
		analyzer.languagePatterns[lang] = pattern
	}

	return analyzer
}

// NewMetadataExtractor creates a metadata extractor
func NewMetadataExtractor() *MetadataExtractor {
	return &MetadataExtractor{
		mimeTypes: map[string]string{
			".txt":  "text/plain",
			".md":   "text/markdown",
			".json": "application/json",
			".xml":  "application/xml",
			".html": "text/html",
			".css":  "text/css",
			".js":   "application/javascript",
			".pdf":  "application/pdf",
			".png":  "image/png",
			".jpg":  "image/jpeg",
			".gif":  "image/gif",
		},
	}
}

// AnalyzeContent performs comprehensive analysis of file content
func (fa *DefaultFileAnalyzer) AnalyzeContent(ctx context.Context, filePath string, content []byte) (*FileAnalysis, error) {
	analysis := &FileAnalysis{
		FilePath:     filePath,
		Size:         int64(len(content)),
		LineCount:    countLines(content),
		Dependencies: []string{},
		Exports:      []string{},
		Imports:      []string{},
		Functions:    []string{},
		Classes:      []string{},
		Variables:    []string{},
		Comments:     []string{},
		TODOs:        []string{},
		Metadata:     make(map[string]interface{}),
		AnalyzedAt:   time.Now(),
	}

	// Detect language
	language, confidence, err := fa.DetectLanguage(ctx, filePath, content)
	if err != nil {
		language = "unknown"
		confidence = 0.0
	}
	analysis.Language = language
	analysis.LanguageConf = confidence

	// Extract metadata
	metadata, err := fa.ExtractMetadata(ctx, filePath)
	if err == nil {
		analysis.FileType = metadata.Extension
		analysis.Metadata["mime_type"] = metadata.MimeType
		analysis.Metadata["permissions"] = metadata.Permissions
		analysis.Metadata["mod_time"] = metadata.ModTime
	}

	// Analyze structure if it's a known programming language
	if patterns, exists := fa.structureAnalyzer.languagePatterns[language]; exists {
		fa.analyzeCodeStructure(analysis, content, patterns)
	}

	// Calculate complexity
	analysis.Complexity = fa.calculateComplexity(analysis)

	return analysis, nil
}

// DetectLanguage detects programming language from content and file extension
func (fa *DefaultFileAnalyzer) DetectLanguage(ctx context.Context, filePath string, content []byte) (string, float64, error) {
	ext := strings.ToLower(filepath.Ext(filePath))
	
	// First try extension-based detection
	if lang, exists := fa.languageDetector.extensionMap[ext]; exists {
		confidence := 0.8 // High confidence for extension-based detection
		
		// Verify with content signatures
		if signatures, hasSignatures := fa.languageDetector.signatureRegexs[lang]; hasSignatures {
			matches := 0
			for _, regex := range signatures {
				if regex.Match(content) {
					matches++
				}
			}
			
			// Adjust confidence based on signature matches
			if matches > 0 {
				confidence = 0.9 + float64(matches)/float64(len(signatures))*0.1
			} else {
				confidence = 0.6 // Lower confidence if no signatures match
			}
		}
		
		return lang, confidence, nil
	}

	// Fall back to content-based detection
	bestLang := "unknown"
	bestScore := 0
	
	for lang, signatures := range fa.languageDetector.signatureRegexs {
		score := 0
		for _, regex := range signatures {
			if regex.Match(content) {
				score++
			}
		}
		
		if score > bestScore {
			bestScore = score
			bestLang = lang
		}
	}

	confidence := float64(bestScore) / 5.0 // Normalize to 0-1 range
	if confidence > 1.0 {
		confidence = 1.0
	}

	return bestLang, confidence, nil
}

// ExtractMetadata extracts file system metadata
func (fa *DefaultFileAnalyzer) ExtractMetadata(ctx context.Context, filePath string) (*FileMetadata, error) {
	info, err := os.Stat(filePath)
	if err != nil {
		return nil, fmt.Errorf("failed to get file info: %w", err)
	}

	ext := filepath.Ext(filePath)
	mimeType := fa.metadataExtractor.mimeTypes[strings.ToLower(ext)]
	if mimeType == "" {
		mimeType = "application/octet-stream"
	}

	metadata := &FileMetadata{
		Path:        filePath,
		Size:        info.Size(),
		ModTime:     info.ModTime(),
		Mode:        uint32(info.Mode()),
		IsDir:       info.IsDir(),
		Extension:   ext,
		MimeType:    mimeType,
		Permissions: info.Mode().String(),
	}

	return metadata, nil
}

// AnalyzeStructure analyzes code structure and organization
func (fa *DefaultFileAnalyzer) AnalyzeStructure(ctx context.Context, filePath string, content []byte) (*StructureAnalysis, error) {
	analysis := &StructureAnalysis{
		Architecture:   "unknown",
		Patterns:       []string{},
		Components:     []*Component{},
		Relationships:  []*Relationship{},
		Complexity:     &ComplexityMetrics{},
		QualityMetrics: &QualityMetrics{},
		TestCoverage:   0.0,
		Documentation:  &DocMetrics{},
		AnalyzedAt:     time.Now(),
	}

	// Detect language
	language, _, err := fa.DetectLanguage(ctx, filePath, content)
	if err != nil {
		return analysis, fmt.Errorf("failed to detect language: %w", err)
	}

	// Analyze based on language patterns
	if patterns, exists := fa.structureAnalyzer.languagePatterns[language]; exists {
		fa.analyzeArchitecturalPatterns(analysis, content, patterns, language)
	}

	return analysis, nil
}

// IdentifyPurpose identifies the primary purpose of the file
func (fa *DefaultFileAnalyzer) IdentifyPurpose(ctx context.Context, analysis *FileAnalysis) (string, float64, error) {
	purpose := "General purpose file"
	confidence := 0.5

	// Purpose identification based on file patterns
	filename := filepath.Base(analysis.FilePath)
	filenameUpper := strings.ToUpper(filename)

	// Configuration files
	if strings.Contains(filenameUpper, "CONFIG") || 
	   strings.Contains(filenameUpper, "CONF") ||
	   analysis.FileType == ".ini" || analysis.FileType == ".toml" {
		purpose = "Configuration management"
		confidence = 0.9
		return purpose, confidence, nil
	}

	// Test files
	if strings.Contains(filenameUpper, "TEST") ||
	   strings.Contains(filenameUpper, "SPEC") ||
	   strings.HasSuffix(filenameUpper, "_TEST.GO") ||
	   strings.HasSuffix(filenameUpper, "_TEST.PY") {
		purpose = "Testing and quality assurance"
		confidence = 0.9
		return purpose, confidence, nil
	}

	// Documentation files
	if analysis.FileType == ".md" || analysis.FileType == ".rst" ||
	   strings.Contains(filenameUpper, "README") ||
	   strings.Contains(filenameUpper, "DOC") {
		purpose = "Documentation and guidance"
		confidence = 0.9
		return purpose, confidence, nil
	}

	// API files
	if strings.Contains(filenameUpper, "API") ||
	   strings.Contains(filenameUpper, "ROUTER") ||
	   strings.Contains(filenameUpper, "HANDLER") {
		purpose = "API endpoint management"
		confidence = 0.8
		return purpose, confidence, nil
	}

	// Database files
	if strings.Contains(filenameUpper, "DB") ||
	   strings.Contains(filenameUpper, "DATABASE") ||
	   strings.Contains(filenameUpper, "MODEL") ||
	   strings.Contains(filenameUpper, "SCHEMA") {
		purpose = "Data storage and management"
		confidence = 0.8
		return purpose, confidence, nil
	}

	// UI/Frontend files
	if analysis.Language == "javascript" || analysis.Language == "typescript" ||
	   strings.Contains(filenameUpper, "COMPONENT") ||
	   strings.Contains(filenameUpper, "VIEW") ||
	   strings.Contains(filenameUpper, "UI") {
		purpose = "User interface component"
		confidence = 0.7
		return purpose, confidence, nil
	}

	// Service/Business logic
	if strings.Contains(filenameUpper, "SERVICE") ||
	   strings.Contains(filenameUpper, "BUSINESS") ||
	   strings.Contains(filenameUpper, "LOGIC") {
		purpose = "Business logic implementation"
		confidence = 0.7
		return purpose, confidence, nil
	}

	// Utility files
	if strings.Contains(filenameUpper, "UTIL") ||
	   strings.Contains(filenameUpper, "HELPER") ||
	   strings.Contains(filenameUpper, "COMMON") {
		purpose = "Utility and helper functions"
		confidence = 0.7
		return purpose, confidence, nil
	}

	// Based on functions and structure
	if len(analysis.Functions) > 5 {
		purpose = "Multi-function module"
		confidence = 0.6
	} else if len(analysis.Classes) > 0 {
		purpose = "Class-based component"
		confidence = 0.6
	} else if len(analysis.Functions) > 0 {
		purpose = "Functional implementation"
		confidence = 0.6
	}

	return purpose, confidence, nil
}

// GenerateSummary generates a concise summary of file content
func (fa *DefaultFileAnalyzer) GenerateSummary(ctx context.Context, analysis *FileAnalysis) (string, error) {
	summary := strings.Builder{}
	
	// Language and type
	if analysis.Language != "unknown" {
		summary.WriteString(fmt.Sprintf("%s", strings.Title(analysis.Language)))
	} else {
		summary.WriteString("File")
	}

	// Size information
	if analysis.Size > 0 {
		summary.WriteString(fmt.Sprintf(" (%s)", formatFileSize(analysis.Size)))
	}

	// Content summary
	if len(analysis.Functions) > 0 {
		summary.WriteString(fmt.Sprintf(" with %d function(s)", len(analysis.Functions)))
	}
	if len(analysis.Classes) > 0 {
		summary.WriteString(fmt.Sprintf(" and %d class(es)", len(analysis.Classes)))
	}
	if len(analysis.Dependencies) > 0 {
		summary.WriteString(fmt.Sprintf(", imports %d dependencies", len(analysis.Dependencies)))
	}

	// Complexity note
	if analysis.Complexity > 10 {
		summary.WriteString(" (high complexity)")
	} else if analysis.Complexity > 5 {
		summary.WriteString(" (medium complexity)")
	}

	return summary.String(), nil
}

// ExtractTechnologies identifies technologies used in the file
func (fa *DefaultFileAnalyzer) ExtractTechnologies(ctx context.Context, analysis *FileAnalysis) ([]string, error) {
	technologies := []string{}

	// Add primary language
	if analysis.Language != "unknown" && analysis.Language != "" {
		technologies = append(technologies, analysis.Language)
	}

	// Extract from imports/dependencies
	for _, dep := range analysis.Imports {
		if tech := fa.mapImportToTechnology(dep, analysis.Language); tech != "" {
			technologies = append(technologies, tech)
		}
	}

	// Extract from file patterns
	filename := strings.ToLower(filepath.Base(analysis.FilePath))
	
	// Framework detection
	frameworks := map[string]string{
		"react":      "React",
		"vue":        "Vue.js",
		"angular":    "Angular",
		"express":    "Express.js",
		"django":     "Django",
		"flask":      "Flask",
		"spring":     "Spring",
		"gin":        "Gin",
		"echo":       "Echo",
		"fastapi":    "FastAPI",
		"bootstrap":  "Bootstrap",
		"tailwind":   "Tailwind CSS",
		"material":   "Material UI",
		"antd":       "Ant Design",
	}

	for pattern, tech := range frameworks {
		if strings.Contains(filename, pattern) {
			technologies = append(technologies, tech)
		}
	}

	// Database detection from file content or names
	if strings.Contains(filename, "sql") || strings.Contains(filename, "db") {
		technologies = append(technologies, "SQL")
	}
	if strings.Contains(filename, "mongo") {
		technologies = append(technologies, "MongoDB")
	}
	if strings.Contains(filename, "redis") {
		technologies = append(technologies, "Redis")
	}

	// Remove duplicates
	seen := make(map[string]bool)
	uniqueTech := []string{}
	for _, tech := range technologies {
		if !seen[tech] {
			seen[tech] = true
			uniqueTech = append(uniqueTech, tech)
		}
	}

	return uniqueTech, nil
}

// Helper methods

func countLines(content []byte) int {
	return bytes.Count(content, []byte("\n")) + 1
}

func formatFileSize(size int64) string {
	const unit = 1024
	if size < unit {
		return fmt.Sprintf("%d B", size)
	}
	div, exp := int64(unit), 0
	for n := size / unit; n >= unit; n /= unit {
		div *= unit
		exp++
	}
	return fmt.Sprintf("%.1f %cB", float64(size)/float64(div), "KMGTPE"[exp])
}

func (fa *DefaultFileAnalyzer) analyzeCodeStructure(analysis *FileAnalysis, content []byte, patterns *LanguagePatterns) {
	contentStr := string(content)

	// Extract functions
	for _, regex := range patterns.Functions {
		matches := regex.FindAllStringSubmatch(contentStr, -1)
		for _, match := range matches {
			if len(match) > 1 {
				analysis.Functions = append(analysis.Functions, match[1])
			}
		}
	}

	// Extract classes
	for _, regex := range patterns.Classes {
		matches := regex.FindAllStringSubmatch(contentStr, -1)
		for _, match := range matches {
			if len(match) > 1 {
				analysis.Classes = append(analysis.Classes, match[1])
			}
		}
	}

	// Extract variables
	for _, regex := range patterns.Variables {
		matches := regex.FindAllStringSubmatch(contentStr, -1)
		for _, match := range matches {
			if len(match) > 1 {
				analysis.Variables = append(analysis.Variables, match[1])
			}
		}
	}

	// Extract imports
	for _, regex := range patterns.Imports {
		matches := regex.FindAllStringSubmatch(contentStr, -1)
		for _, match := range matches {
			if len(match) > 1 {
				analysis.Imports = append(analysis.Imports, match[1])
				analysis.Dependencies = append(analysis.Dependencies, match[1])
			}
		}
	}

	// Extract comments
	for _, regex := range patterns.Comments {
		matches := regex.FindAllString(contentStr, -1)
		for _, match := range matches {
			if len(strings.TrimSpace(match)) > 2 {
				analysis.Comments = append(analysis.Comments, strings.TrimSpace(match))
			}
		}
	}

	// Extract TODOs
	for _, regex := range patterns.TODOs {
		matches := regex.FindAllStringSubmatch(contentStr, -1)
		for _, match := range matches {
			if len(match) > 1 {
				analysis.TODOs = append(analysis.TODOs, strings.TrimSpace(match[1]))
			}
		}
	}
}

func (fa *DefaultFileAnalyzer) calculateComplexity(analysis *FileAnalysis) float64 {
	complexity := 0.0
	
	// Base complexity from structure
	complexity += float64(len(analysis.Functions)) * 1.5
	complexity += float64(len(analysis.Classes)) * 2.0
	complexity += float64(len(analysis.Variables)) * 0.5
	complexity += float64(len(analysis.Dependencies)) * 1.0

	// Line count factor
	if analysis.LineCount > 500 {
		complexity += 5.0
	} else if analysis.LineCount > 200 {
		complexity += 2.0
	} else if analysis.LineCount > 100 {
		complexity += 1.0
	}

	return complexity
}

func (fa *DefaultFileAnalyzer) analyzeArchitecturalPatterns(analysis *StructureAnalysis, content []byte, patterns *LanguagePatterns, language string) {
	contentStr := string(content)
	
	// Detect common architectural patterns
	if strings.Contains(contentStr, "interface") && language == "go" {
		analysis.Patterns = append(analysis.Patterns, "Interface Segregation")
	}
	if strings.Contains(contentStr, "Factory") {
		analysis.Patterns = append(analysis.Patterns, "Factory Pattern")
	}
	if strings.Contains(contentStr, "Singleton") {
		analysis.Patterns = append(analysis.Patterns, "Singleton Pattern")
	}
	if strings.Contains(contentStr, "Observer") {
		analysis.Patterns = append(analysis.Patterns, "Observer Pattern")
	}
	
	// Architectural style detection
	if strings.Contains(contentStr, "http.") || strings.Contains(contentStr, "router") {
		analysis.Architecture = "REST API"
	} else if strings.Contains(contentStr, "graphql") {
		analysis.Architecture = "GraphQL"
	} else if strings.Contains(contentStr, "grpc") || strings.Contains(contentStr, "proto") {
		analysis.Architecture = "gRPC"
	} else if len(patterns.Functions) > 0 && len(patterns.Classes) == 0 {
		analysis.Architecture = "Functional"
	} else if len(patterns.Classes) > 0 {
		analysis.Architecture = "Object-Oriented"
	}
}

func (fa *DefaultFileAnalyzer) mapImportToTechnology(importPath, language string) string {
	// Technology mapping based on common imports
	techMap := map[string]string{
		// Go
		"gin-gonic/gin":     "Gin",
		"labstack/echo":     "Echo",
		"gorilla/mux":       "Gorilla Mux",
		"gorm.io/gorm":      "GORM",
		"github.com/redis":  "Redis",
		"go.mongodb.org":    "MongoDB",
		
		// Python
		"django":     "Django",
		"flask":      "Flask",
		"fastapi":    "FastAPI",
		"requests":   "HTTP Client",
		"sqlalchemy": "SQLAlchemy",
		"pandas":     "Pandas",
		"numpy":      "NumPy",
		"tensorflow": "TensorFlow",
		"torch":      "PyTorch",
		
		// JavaScript/TypeScript
		"react":    "React",
		"vue":      "Vue.js",
		"angular":  "Angular",
		"express":  "Express.js",
		"axios":    "Axios",
		"lodash":   "Lodash",
		"moment":   "Moment.js",
		"socket.io": "Socket.IO",
	}

	for pattern, tech := range techMap {
		if strings.Contains(strings.ToLower(importPath), pattern) {
			return tech
		}
	}

	return ""
}