Complete BZZZ functionality port to CHORUS
🎭 CHORUS now contains full BZZZ functionality adapted for containers Core systems ported: - P2P networking (libp2p with DHT and PubSub) - Task coordination (COOEE protocol) - HMMM collaborative reasoning - SHHH encryption and security - SLURP admin election system - UCXL content addressing - UCXI server integration - Hypercore logging system - Health monitoring and graceful shutdown - License validation with KACHING Container adaptations: - Environment variable configuration (no YAML files) - Container-optimized logging to stdout/stderr - Auto-generated agent IDs for container deployments - Docker-first architecture All proven BZZZ P2P protocols, AI integration, and collaboration features are now available in containerized form. Next: Build and test container deployment. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
anthonyrawlins
1505
pkg/slurp/intelligence/directory_analyzer.go
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1505
pkg/slurp/intelligence/directory_analyzer.go
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File diff suppressed because it is too large
Load Diff
68
pkg/slurp/intelligence/doc.go
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68
pkg/slurp/intelligence/doc.go
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@@ -0,0 +1,68 @@
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// Package intelligence provides context analysis and generation capabilities for the SLURP system.
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//
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// This package implements the AI-powered analysis engine that generates contextual understanding
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// from filesystem content, code structure, and existing project knowledge. It integrates with
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// RAG systems and uses role-specific analysis to create comprehensive context metadata.
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//
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// Key Features:
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// - Intelligent file content analysis and context generation
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// - Integration with RAG systems for enhanced context understanding
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// - Role-specific context insights and recommendations
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// - Project goal alignment assessment and tracking
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// - Pattern detection and context template application
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// - Multi-language code analysis and understanding
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//
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// Core Components:
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// - IntelligenceEngine: Main interface for context analysis and generation
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// - FileAnalyzer: Analyzes individual files for context extraction
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// - DirectoryAnalyzer: Analyzes directory structures and patterns
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// - PatternDetector: Identifies recurring patterns in codebases
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// - GoalAligner: Assesses alignment with project goals
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//
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// Integration Points:
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// - pkg/slurp/context: Uses context types for generated metadata
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// - pkg/slurp/temporal: Creates temporal context evolution records
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// - pkg/slurp/roles: Applies role-specific analysis and insights
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// - External RAG systems: Enhances context with knowledge retrieval
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// - Language servers: Integrates with existing language analysis
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//
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// Example Usage:
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//
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// engine := intelligence.NewEngine(config, ragClient)
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// ctx := context.Background()
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//
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// // Analyze a file for context generation
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// contextNode, err := engine.AnalyzeFile(ctx, "/path/to/file.go", "developer")
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// if err != nil {
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// log.Fatal(err)
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// }
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//
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// // Generate role-specific insights
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// insights, err := engine.GenerateRoleInsights(ctx, contextNode, "architect")
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// if err != nil {
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// log.Fatal(err)
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// }
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//
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// fmt.Printf("Generated context: %s\n", contextNode.Summary)
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// fmt.Printf("Role insights: %v\n", insights)
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//
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// Leadership Integration:
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// This package is designed to be used primarily by the elected BZZZ leader node,
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// which has the responsibility for context generation across the cluster. The
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// intelligence engine coordinates with the leader election system to ensure
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// only authorized nodes perform context generation operations.
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//
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// Performance Considerations:
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// - Concurrent analysis of multiple files with worker pools
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// - Caching of analysis results to avoid repeated computation
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// - Streaming analysis for large files to manage memory usage
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// - Rate limiting for external RAG system integration
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// - Prioritized processing based on file importance and frequency
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//
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// Quality Assurance:
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// - Confidence scoring for all generated context
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// - Validation against existing context for consistency
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// - Feedback integration for continuous improvement
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// - Role-specific quality thresholds and filtering
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// - Pattern matching against known good examples
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package intelligence
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285
pkg/slurp/intelligence/engine.go
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285
pkg/slurp/intelligence/engine.go
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package intelligence
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import (
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"context"
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"time"
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"chorus.services/bzzz/pkg/ucxl"
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slurpContext "chorus.services/bzzz/pkg/slurp/context"
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)
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// IntelligenceEngine provides AI-powered context analysis and generation
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//
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// The engine analyzes filesystem content, code structures, and project patterns
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// to generate comprehensive contextual understanding. It integrates with RAG
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// systems and applies role-specific analysis for enhanced context quality.
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type IntelligenceEngine interface {
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// AnalyzeFile analyzes a single file and generates context
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// Performs content analysis, language detection, and pattern recognition
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AnalyzeFile(ctx context.Context, filePath string, role string) (*slurpContext.ContextNode, error)
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// AnalyzeDirectory analyzes directory structure for hierarchical patterns
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// Identifies organizational patterns, naming conventions, and structure insights
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AnalyzeDirectory(ctx context.Context, dirPath string) ([]*slurpContext.ContextNode, error)
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// GenerateRoleInsights generates role-specific insights for existing context
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// Provides specialized analysis based on role requirements and perspectives
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GenerateRoleInsights(ctx context.Context, baseContext *slurpContext.ContextNode, role string) ([]string, error)
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// AssessGoalAlignment assesses how well context aligns with project goals
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// Returns alignment score and specific alignment metrics
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AssessGoalAlignment(ctx context.Context, node *slurpContext.ContextNode) (float64, error)
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// AnalyzeBatch processes multiple files efficiently in parallel
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// Optimized for bulk analysis operations with resource management
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AnalyzeBatch(ctx context.Context, filePaths []string, role string) (map[string]*slurpContext.ContextNode, error)
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// DetectPatterns identifies recurring patterns across multiple contexts
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// Useful for template creation and standardization
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DetectPatterns(ctx context.Context, contexts []*slurpContext.ContextNode) ([]*Pattern, error)
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// EnhanceWithRAG enhances context using RAG system knowledge
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// Integrates external knowledge for richer context understanding
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EnhanceWithRAG(ctx context.Context, node *slurpContext.ContextNode) (*slurpContext.ContextNode, error)
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// ValidateContext validates generated context quality and consistency
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// Ensures context meets quality thresholds and consistency requirements
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ValidateContext(ctx context.Context, node *slurpContext.ContextNode) (*ValidationResult, error)
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// GetEngineStats returns engine performance and operational statistics
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GetEngineStats() (*EngineStatistics, error)
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// SetConfiguration updates engine configuration
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SetConfiguration(config *EngineConfig) error
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}
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// FileAnalyzer handles analysis of individual files
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type FileAnalyzer interface {
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// AnalyzeContent analyzes file content for context extraction
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AnalyzeContent(ctx context.Context, filePath string, content []byte) (*FileAnalysis, error)
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// DetectLanguage detects programming language from content
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DetectLanguage(ctx context.Context, filePath string, content []byte) (string, float64, error)
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// ExtractMetadata extracts file metadata and statistics
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ExtractMetadata(ctx context.Context, filePath string) (*FileMetadata, error)
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// AnalyzeStructure analyzes code structure and organization
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AnalyzeStructure(ctx context.Context, filePath string, content []byte) (*StructureAnalysis, error)
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// IdentifyPurpose identifies the primary purpose of the file
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IdentifyPurpose(ctx context.Context, analysis *FileAnalysis) (string, float64, error)
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// GenerateSummary generates a concise summary of file content
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GenerateSummary(ctx context.Context, analysis *FileAnalysis) (string, error)
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// ExtractTechnologies identifies technologies used in the file
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ExtractTechnologies(ctx context.Context, analysis *FileAnalysis) ([]string, error)
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}
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// DirectoryAnalyzer handles analysis of directory structures
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type DirectoryAnalyzer interface {
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// AnalyzeStructure analyzes directory organization patterns
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AnalyzeStructure(ctx context.Context, dirPath string) (*DirectoryStructure, error)
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// DetectConventions identifies naming and organizational conventions
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DetectConventions(ctx context.Context, dirPath string) (*ConventionAnalysis, error)
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// IdentifyPurpose determines the primary purpose of a directory
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IdentifyPurpose(ctx context.Context, structure *DirectoryStructure) (string, float64, error)
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// AnalyzeRelationships analyzes relationships between subdirectories
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AnalyzeRelationships(ctx context.Context, dirPath string) (*RelationshipAnalysis, error)
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// GenerateHierarchy generates context hierarchy for directory tree
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GenerateHierarchy(ctx context.Context, rootPath string, maxDepth int) ([]*slurpContext.ContextNode, error)
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}
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// PatternDetector identifies patterns in code and context
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type PatternDetector interface {
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// DetectCodePatterns identifies code patterns and architectural styles
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DetectCodePatterns(ctx context.Context, filePath string, content []byte) ([]*CodePattern, error)
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// DetectNamingPatterns identifies naming conventions and patterns
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DetectNamingPatterns(ctx context.Context, contexts []*slurpContext.ContextNode) ([]*NamingPattern, error)
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// DetectOrganizationalPatterns identifies organizational patterns
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DetectOrganizationalPatterns(ctx context.Context, rootPath string) ([]*OrganizationalPattern, error)
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// MatchPatterns matches context against known patterns
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MatchPatterns(ctx context.Context, node *slurpContext.ContextNode, patterns []*Pattern) ([]*PatternMatch, error)
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// LearnPatterns learns new patterns from context examples
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LearnPatterns(ctx context.Context, examples []*slurpContext.ContextNode) ([]*Pattern, error)
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}
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// RAGIntegration handles integration with RAG systems
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type RAGIntegration interface {
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// Query queries the RAG system for relevant information
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Query(ctx context.Context, query string, context map[string]interface{}) (*RAGResponse, error)
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// EnhanceContext enhances context using RAG knowledge
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EnhanceContext(ctx context.Context, node *slurpContext.ContextNode) (*slurpContext.ContextNode, error)
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// IndexContent indexes content for RAG retrieval
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IndexContent(ctx context.Context, content string, metadata map[string]interface{}) error
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// SearchSimilar searches for similar content in RAG system
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SearchSimilar(ctx context.Context, content string, limit int) ([]*RAGResult, error)
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// UpdateIndex updates RAG index with new content
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UpdateIndex(ctx context.Context, updates []*RAGUpdate) error
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// GetRAGStats returns RAG system statistics
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GetRAGStats(ctx context.Context) (*RAGStatistics, error)
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}
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// Supporting types for intelligence operations
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// ProjectGoal represents a high-level project objective
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type ProjectGoal struct {
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ID string `json:"id"` // Unique identifier
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Name string `json:"name"` // Goal name
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Description string `json:"description"` // Detailed description
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Keywords []string `json:"keywords"` // Associated keywords
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Priority int `json:"priority"` // Priority level (1=highest)
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Phase string `json:"phase"` // Project phase
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Metrics []string `json:"metrics"` // Success metrics
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Owner string `json:"owner"` // Goal owner
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Deadline *time.Time `json:"deadline,omitempty"` // Target deadline
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}
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// RoleProfile defines context requirements for different roles
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type RoleProfile struct {
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Role string `json:"role"` // Role identifier
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AccessLevel slurpContext.RoleAccessLevel `json:"access_level"` // Required access level
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RelevantTags []string `json:"relevant_tags"` // Relevant context tags
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ContextScope []string `json:"context_scope"` // Scope of interest
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InsightTypes []string `json:"insight_types"` // Types of insights needed
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QualityThreshold float64 `json:"quality_threshold"` // Minimum quality threshold
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Preferences map[string]interface{} `json:"preferences"` // Role-specific preferences
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}
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// EngineConfig represents configuration for the intelligence engine
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type EngineConfig struct {
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// Analysis settings
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MaxConcurrentAnalysis int `json:"max_concurrent_analysis"` // Maximum concurrent analyses
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AnalysisTimeout time.Duration `json:"analysis_timeout"` // Analysis timeout
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MaxFileSize int64 `json:"max_file_size"` // Maximum file size to analyze
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// RAG integration settings
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RAGEndpoint string `json:"rag_endpoint"` // RAG system endpoint
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RAGTimeout time.Duration `json:"rag_timeout"` // RAG query timeout
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RAGEnabled bool `json:"rag_enabled"` // Whether RAG is enabled
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// Quality settings
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MinConfidenceThreshold float64 `json:"min_confidence_threshold"` // Minimum confidence for results
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RequireValidation bool `json:"require_validation"` // Whether validation is required
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// Performance settings
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CacheEnabled bool `json:"cache_enabled"` // Whether caching is enabled
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CacheTTL time.Duration `json:"cache_ttl"` // Cache TTL
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// Role profiles
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RoleProfiles map[string]*RoleProfile `json:"role_profiles"` // Role-specific profiles
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// Project goals
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ProjectGoals []*ProjectGoal `json:"project_goals"` // Active project goals
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}
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// EngineStatistics represents performance statistics for the engine
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type EngineStatistics struct {
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TotalAnalyses int64 `json:"total_analyses"` // Total analyses performed
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SuccessfulAnalyses int64 `json:"successful_analyses"` // Successful analyses
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FailedAnalyses int64 `json:"failed_analyses"` // Failed analyses
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AverageAnalysisTime time.Duration `json:"average_analysis_time"` // Average analysis time
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CacheHitRate float64 `json:"cache_hit_rate"` // Cache hit rate
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RAGQueriesPerformed int64 `json:"rag_queries_performed"` // RAG queries made
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AverageConfidence float64 `json:"average_confidence"` // Average confidence score
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FilesAnalyzed int64 `json:"files_analyzed"` // Total files analyzed
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DirectoriesAnalyzed int64 `json:"directories_analyzed"` // Total directories analyzed
|
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PatternsDetected int64 `json:"patterns_detected"` // Patterns detected
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LastResetAt time.Time `json:"last_reset_at"` // When stats were last reset
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}
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// FileAnalysis represents the result of file analysis
|
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type FileAnalysis struct {
|
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FilePath string `json:"file_path"` // Path to analyzed file
|
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Language string `json:"language"` // Detected language
|
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LanguageConf float64 `json:"language_conf"` // Language detection confidence
|
||||
FileType string `json:"file_type"` // File type classification
|
||||
Size int64 `json:"size"` // File size in bytes
|
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LineCount int `json:"line_count"` // Number of lines
|
||||
Complexity float64 `json:"complexity"` // Code complexity score
|
||||
Dependencies []string `json:"dependencies"` // Identified dependencies
|
||||
Exports []string `json:"exports"` // Exported symbols/functions
|
||||
Imports []string `json:"imports"` // Import statements
|
||||
Functions []string `json:"functions"` // Function/method names
|
||||
Classes []string `json:"classes"` // Class names
|
||||
Variables []string `json:"variables"` // Variable names
|
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Comments []string `json:"comments"` // Extracted comments
|
||||
TODOs []string `json:"todos"` // TODO comments
|
||||
Metadata map[string]interface{} `json:"metadata"` // Additional metadata
|
||||
AnalyzedAt time.Time `json:"analyzed_at"` // When analysis was performed
|
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}
|
||||
|
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// DefaultIntelligenceEngine provides a complete implementation of the IntelligenceEngine interface
|
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type DefaultIntelligenceEngine struct {
|
||||
mu sync.RWMutex
|
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config *EngineConfig
|
||||
fileAnalyzer FileAnalyzer
|
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directoryAnalyzer DirectoryAnalyzer
|
||||
patternDetector PatternDetector
|
||||
ragIntegration RAGIntegration
|
||||
stats *EngineStatistics
|
||||
cache *sync.Map // Simple cache for analysis results
|
||||
projectGoals []*ProjectGoal
|
||||
roleProfiles map[string]*RoleProfile
|
||||
}
|
||||
|
||||
// CacheEntry represents a cached analysis result
|
||||
type CacheEntry struct {
|
||||
ContextNode *slurpContext.ContextNode
|
||||
CreatedAt time.Time
|
||||
ExpiresAt time.Time
|
||||
}
|
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// NewDefaultIntelligenceEngine creates a new intelligence engine with default implementations
|
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func NewDefaultIntelligenceEngine(config *EngineConfig) (*DefaultIntelligenceEngine, error) {
|
||||
if config == nil {
|
||||
config = DefaultEngineConfig()
|
||||
}
|
||||
|
||||
// Initialize file analyzer
|
||||
fileAnalyzer := NewDefaultFileAnalyzer(config)
|
||||
|
||||
// Initialize directory analyzer
|
||||
dirAnalyzer := NewDefaultDirectoryAnalyzer(config)
|
||||
|
||||
// Initialize pattern detector
|
||||
patternDetector := NewDefaultPatternDetector(config)
|
||||
|
||||
// Initialize RAG integration (if enabled)
|
||||
var ragIntegration RAGIntegration
|
||||
if config.RAGEnabled {
|
||||
ragIntegration = NewDefaultRAGIntegration(config)
|
||||
} else {
|
||||
ragIntegration = NewNoOpRAGIntegration()
|
||||
}
|
||||
|
||||
engine := &DefaultIntelligenceEngine{
|
||||
config: config,
|
||||
fileAnalyzer: fileAnalyzer,
|
||||
directoryAnalyzer: dirAnalyzer,
|
||||
patternDetector: patternDetector,
|
||||
ragIntegration: ragIntegration,
|
||||
stats: &EngineStatistics{
|
||||
LastResetAt: time.Now(),
|
||||
},
|
||||
cache: &sync.Map{},
|
||||
projectGoals: config.ProjectGoals,
|
||||
roleProfiles: config.RoleProfiles,
|
||||
}
|
||||
|
||||
return engine, nil
|
||||
}
|
||||
650
pkg/slurp/intelligence/engine_impl.go
Normal file
650
pkg/slurp/intelligence/engine_impl.go
Normal file
@@ -0,0 +1,650 @@
|
||||
package intelligence
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
"io/ioutil"
|
||||
"os"
|
||||
"path/filepath"
|
||||
"strings"
|
||||
"sync"
|
||||
"time"
|
||||
|
||||
"chorus.services/bzzz/pkg/ucxl"
|
||||
slurpContext "chorus.services/bzzz/pkg/slurp/context"
|
||||
)
|
||||
|
||||
// AnalyzeFile analyzes a single file and generates contextual understanding
|
||||
func (e *DefaultIntelligenceEngine) AnalyzeFile(ctx context.Context, filePath string, role string) (*slurpContext.ContextNode, error) {
|
||||
start := time.Now()
|
||||
defer func() {
|
||||
e.updateStats("file_analysis", time.Since(start), true)
|
||||
}()
|
||||
|
||||
// Check cache first
|
||||
cacheKey := fmt.Sprintf("file:%s:%s", filePath, role)
|
||||
if cached, ok := e.cache.Load(cacheKey); ok {
|
||||
if entry, ok := cached.(*CacheEntry); ok && time.Now().Before(entry.ExpiresAt) {
|
||||
e.mu.Lock()
|
||||
e.stats.CacheHitRate = (e.stats.CacheHitRate*float64(e.stats.TotalAnalyses) + 1) / float64(e.stats.TotalAnalyses+1)
|
||||
e.mu.Unlock()
|
||||
return entry.ContextNode, nil
|
||||
}
|
||||
}
|
||||
|
||||
// Read file content
|
||||
content, err := e.readFileContent(filePath)
|
||||
if err != nil {
|
||||
e.updateStats("file_analysis", time.Since(start), false)
|
||||
return nil, fmt.Errorf("failed to read file %s: %w", filePath, err)
|
||||
}
|
||||
|
||||
// Skip files that are too large
|
||||
if int64(len(content)) > e.config.MaxFileSize {
|
||||
e.updateStats("file_analysis", time.Since(start), false)
|
||||
return nil, fmt.Errorf("file %s too large (%d bytes > %d bytes)", filePath, len(content), e.config.MaxFileSize)
|
||||
}
|
||||
|
||||
// Perform file analysis
|
||||
analysis, err := e.fileAnalyzer.AnalyzeContent(ctx, filePath, content)
|
||||
if err != nil {
|
||||
e.updateStats("file_analysis", time.Since(start), false)
|
||||
return nil, fmt.Errorf("failed to analyze file content: %w", err)
|
||||
}
|
||||
|
||||
// Generate UCXL address for the file
|
||||
ucxlAddr, err := e.generateUCXLAddress(filePath)
|
||||
if err != nil {
|
||||
e.updateStats("file_analysis", time.Since(start), false)
|
||||
return nil, fmt.Errorf("failed to generate UCXL address: %w", err)
|
||||
}
|
||||
|
||||
// Extract purpose and summary
|
||||
purpose, purposeConf, err := e.fileAnalyzer.IdentifyPurpose(ctx, analysis)
|
||||
if err != nil {
|
||||
purpose = "Unknown purpose"
|
||||
purposeConf = 0.0
|
||||
}
|
||||
|
||||
summary, err := e.fileAnalyzer.GenerateSummary(ctx, analysis)
|
||||
if err != nil {
|
||||
summary = "File analysis summary unavailable"
|
||||
}
|
||||
|
||||
// Extract technologies
|
||||
technologies, err := e.fileAnalyzer.ExtractTechnologies(ctx, analysis)
|
||||
if err != nil {
|
||||
technologies = []string{}
|
||||
}
|
||||
|
||||
// Generate basic tags
|
||||
tags := e.generateFileTags(analysis, filePath)
|
||||
|
||||
// Generate role-specific insights
|
||||
insights, err := e.GenerateRoleInsights(ctx, nil, role)
|
||||
if err != nil {
|
||||
insights = []string{}
|
||||
}
|
||||
|
||||
// Enhance with RAG if enabled
|
||||
ragConfidence := 0.0
|
||||
if e.config.RAGEnabled {
|
||||
// This would be enhanced in a real implementation
|
||||
ragConfidence = 0.7
|
||||
}
|
||||
|
||||
// Create context node
|
||||
contextNode := &slurpContext.ContextNode{
|
||||
Path: filePath,
|
||||
UCXLAddress: *ucxlAddr,
|
||||
Summary: summary,
|
||||
Purpose: purpose,
|
||||
Technologies: technologies,
|
||||
Tags: tags,
|
||||
Insights: insights,
|
||||
OverridesParent: false,
|
||||
ContextSpecificity: e.calculateSpecificity(analysis),
|
||||
AppliesToChildren: false,
|
||||
GeneratedAt: time.Now(),
|
||||
RAGConfidence: ragConfidence,
|
||||
EncryptedFor: e.determineEncryptionRoles(role, purposeConf),
|
||||
AccessLevel: e.determineAccessLevel(analysis, role),
|
||||
Metadata: make(map[string]interface{}),
|
||||
}
|
||||
|
||||
// Add analysis metadata
|
||||
contextNode.Metadata["analysis"] = analysis
|
||||
contextNode.Metadata["purpose_confidence"] = purposeConf
|
||||
contextNode.Metadata["role"] = role
|
||||
|
||||
// Cache the result
|
||||
cacheEntry := &CacheEntry{
|
||||
ContextNode: contextNode,
|
||||
CreatedAt: time.Now(),
|
||||
ExpiresAt: time.Now().Add(e.config.CacheTTL),
|
||||
}
|
||||
e.cache.Store(cacheKey, cacheEntry)
|
||||
|
||||
return contextNode, nil
|
||||
}
|
||||
|
||||
// AnalyzeDirectory analyzes directory structure for hierarchical patterns
|
||||
func (e *DefaultIntelligenceEngine) AnalyzeDirectory(ctx context.Context, dirPath string) ([]*slurpContext.ContextNode, error) {
|
||||
start := time.Now()
|
||||
defer func() {
|
||||
e.updateStats("directory_analysis", time.Since(start), true)
|
||||
}()
|
||||
|
||||
// Analyze directory structure
|
||||
structure, err := e.directoryAnalyzer.AnalyzeStructure(ctx, dirPath)
|
||||
if err != nil {
|
||||
e.updateStats("directory_analysis", time.Since(start), false)
|
||||
return nil, fmt.Errorf("failed to analyze directory structure: %w", err)
|
||||
}
|
||||
|
||||
// Generate hierarchy with bounded depth
|
||||
hierarchy, err := e.directoryAnalyzer.GenerateHierarchy(ctx, dirPath, 5) // Max 5 levels deep
|
||||
if err != nil {
|
||||
e.updateStats("directory_analysis", time.Since(start), false)
|
||||
return nil, fmt.Errorf("failed to generate hierarchy: %w", err)
|
||||
}
|
||||
|
||||
return hierarchy, nil
|
||||
}
|
||||
|
||||
// GenerateRoleInsights generates role-specific insights for existing context
|
||||
func (e *DefaultIntelligenceEngine) GenerateRoleInsights(ctx context.Context, baseContext *slurpContext.ContextNode, role string) ([]string, error) {
|
||||
insights := []string{}
|
||||
|
||||
// Get role profile
|
||||
profile, exists := e.roleProfiles[role]
|
||||
if !exists {
|
||||
// Generate generic insights
|
||||
insights = append(insights, "Generic insight: Consider code quality and maintainability")
|
||||
return insights, nil
|
||||
}
|
||||
|
||||
// Generate role-specific insights based on profile
|
||||
for _, insightType := range profile.InsightTypes {
|
||||
switch insightType {
|
||||
case "security":
|
||||
insights = append(insights, "Security: Review for potential vulnerabilities and secure coding practices")
|
||||
case "performance":
|
||||
insights = append(insights, "Performance: Analyze for optimization opportunities and bottlenecks")
|
||||
case "architecture":
|
||||
insights = append(insights, "Architecture: Ensure alignment with system design patterns")
|
||||
case "testing":
|
||||
insights = append(insights, "Testing: Consider test coverage and quality assurance requirements")
|
||||
case "ui_ux":
|
||||
insights = append(insights, "UI/UX: Focus on user experience and interface design principles")
|
||||
case "api_design":
|
||||
insights = append(insights, "API Design: Ensure RESTful principles and proper error handling")
|
||||
case "database":
|
||||
insights = append(insights, "Database: Consider data modeling and query optimization")
|
||||
case "deployment":
|
||||
insights = append(insights, "Deployment: Plan for scalability and infrastructure requirements")
|
||||
}
|
||||
}
|
||||
|
||||
// Add context-specific insights if baseContext is provided
|
||||
if baseContext != nil {
|
||||
contextInsights := e.generateContextSpecificInsights(baseContext, role)
|
||||
insights = append(insights, contextInsights...)
|
||||
}
|
||||
|
||||
return insights, nil
|
||||
}
|
||||
|
||||
// AssessGoalAlignment assesses how well context aligns with project goals
|
||||
func (e *DefaultIntelligenceEngine) AssessGoalAlignment(ctx context.Context, node *slurpContext.ContextNode) (float64, error) {
|
||||
if len(e.projectGoals) == 0 {
|
||||
return 0.5, nil // Default alignment score when no goals defined
|
||||
}
|
||||
|
||||
totalAlignment := 0.0
|
||||
totalWeight := 0.0
|
||||
|
||||
for _, goal := range e.projectGoals {
|
||||
alignment := e.calculateGoalAlignment(node, goal)
|
||||
weight := float64(10 - goal.Priority) // Higher priority = higher weight
|
||||
totalAlignment += alignment * weight
|
||||
totalWeight += weight
|
||||
}
|
||||
|
||||
if totalWeight == 0 {
|
||||
return 0.5, nil
|
||||
}
|
||||
|
||||
return totalAlignment / totalWeight, nil
|
||||
}
|
||||
|
||||
// AnalyzeBatch processes multiple files efficiently in parallel
|
||||
func (e *DefaultIntelligenceEngine) AnalyzeBatch(ctx context.Context, filePaths []string, role string) (map[string]*slurpContext.ContextNode, error) {
|
||||
results := make(map[string]*slurpContext.ContextNode)
|
||||
mu := sync.Mutex{}
|
||||
wg := sync.WaitGroup{}
|
||||
errorCh := make(chan error, len(filePaths))
|
||||
|
||||
// Limit concurrency
|
||||
semaphore := make(chan struct{}, e.config.MaxConcurrentAnalysis)
|
||||
|
||||
for _, filePath := range filePaths {
|
||||
wg.Add(1)
|
||||
go func(path string) {
|
||||
defer wg.Done()
|
||||
semaphore <- struct{}{} // Acquire semaphore
|
||||
defer func() { <-semaphore }() // Release semaphore
|
||||
|
||||
ctxNode, err := e.AnalyzeFile(ctx, path, role)
|
||||
if err != nil {
|
||||
errorCh <- fmt.Errorf("failed to analyze %s: %w", path, err)
|
||||
return
|
||||
}
|
||||
|
||||
mu.Lock()
|
||||
results[path] = ctxNode
|
||||
mu.Unlock()
|
||||
}(filePath)
|
||||
}
|
||||
|
||||
wg.Wait()
|
||||
close(errorCh)
|
||||
|
||||
// Collect any errors
|
||||
var errs []error
|
||||
for err := range errorCh {
|
||||
errs = append(errs, err)
|
||||
}
|
||||
|
||||
if len(errs) > 0 {
|
||||
return results, fmt.Errorf("batch analysis errors: %v", errs)
|
||||
}
|
||||
|
||||
return results, nil
|
||||
}
|
||||
|
||||
// DetectPatterns identifies recurring patterns across multiple contexts
|
||||
func (e *DefaultIntelligenceEngine) DetectPatterns(ctx context.Context, contexts []*slurpContext.ContextNode) ([]*Pattern, error) {
|
||||
patterns := []*Pattern{}
|
||||
|
||||
// Use pattern detector to find code patterns
|
||||
for _, context := range contexts {
|
||||
if context.Metadata["analysis"] != nil {
|
||||
if analysis, ok := context.Metadata["analysis"].(*FileAnalysis); ok {
|
||||
codePatterns, err := e.patternDetector.DetectCodePatterns(ctx, context.Path, []byte(analysis.FilePath))
|
||||
if err == nil {
|
||||
for _, cp := range codePatterns {
|
||||
patterns = append(patterns, &cp.Pattern)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Detect naming patterns
|
||||
namingPatterns, err := e.patternDetector.DetectNamingPatterns(ctx, contexts)
|
||||
if err == nil {
|
||||
for _, np := range namingPatterns {
|
||||
patterns = append(patterns, &np.Pattern)
|
||||
}
|
||||
}
|
||||
|
||||
return patterns, nil
|
||||
}
|
||||
|
||||
// EnhanceWithRAG enhances context using RAG system knowledge
|
||||
func (e *DefaultIntelligenceEngine) EnhanceWithRAG(ctx context.Context, node *slurpContext.ContextNode) (*slurpContext.ContextNode, error) {
|
||||
if !e.config.RAGEnabled {
|
||||
return node, nil // Return unchanged if RAG is disabled
|
||||
}
|
||||
|
||||
// Create query for RAG system
|
||||
query := fmt.Sprintf("Provide insights for %s: %s", node.Purpose, node.Summary)
|
||||
queryContext := map[string]interface{}{
|
||||
"file_path": node.Path,
|
||||
"technologies": node.Technologies,
|
||||
"tags": node.Tags,
|
||||
}
|
||||
|
||||
// Query RAG system
|
||||
ragResponse, err := e.ragIntegration.Query(ctx, query, queryContext)
|
||||
if err != nil {
|
||||
return node, fmt.Errorf("RAG query failed: %w", err)
|
||||
}
|
||||
|
||||
// Enhance context with RAG insights
|
||||
enhanced := node.Clone()
|
||||
if ragResponse.Confidence >= e.config.MinConfidenceThreshold {
|
||||
enhanced.Insights = append(enhanced.Insights, fmt.Sprintf("RAG: %s", ragResponse.Answer))
|
||||
enhanced.RAGConfidence = ragResponse.Confidence
|
||||
|
||||
// Add source information to metadata
|
||||
if len(ragResponse.Sources) > 0 {
|
||||
sources := make([]string, len(ragResponse.Sources))
|
||||
for i, source := range ragResponse.Sources {
|
||||
sources[i] = source.Title
|
||||
}
|
||||
enhanced.Metadata["rag_sources"] = sources
|
||||
}
|
||||
}
|
||||
|
||||
return enhanced, nil
|
||||
}
|
||||
|
||||
// ValidateContext validates generated context quality and consistency
|
||||
func (e *DefaultIntelligenceEngine) ValidateContext(ctx context.Context, node *slurpContext.ContextNode) (*ValidationResult, error) {
|
||||
result := &ValidationResult{
|
||||
Valid: true,
|
||||
ConfidenceScore: 1.0,
|
||||
QualityScore: 1.0,
|
||||
Issues: []*ValidationIssue{},
|
||||
Suggestions: []*Suggestion{},
|
||||
ValidatedAt: time.Now(),
|
||||
}
|
||||
|
||||
// Validate basic structure
|
||||
if err := node.Validate(); err != nil {
|
||||
result.Valid = false
|
||||
result.Issues = append(result.Issues, &ValidationIssue{
|
||||
Type: "structure",
|
||||
Severity: "error",
|
||||
Message: err.Error(),
|
||||
Field: "context_node",
|
||||
Suggestion: "Fix validation errors in context structure",
|
||||
Impact: 0.8,
|
||||
})
|
||||
}
|
||||
|
||||
// Check quality thresholds
|
||||
if node.RAGConfidence < e.config.MinConfidenceThreshold {
|
||||
result.QualityScore *= 0.8
|
||||
result.Suggestions = append(result.Suggestions, &Suggestion{
|
||||
Type: "quality",
|
||||
Title: "Low RAG confidence",
|
||||
Description: "Consider enhancing context with additional analysis",
|
||||
Confidence: 0.7,
|
||||
Priority: 2,
|
||||
Action: "re_analyze",
|
||||
Impact: "medium",
|
||||
})
|
||||
}
|
||||
|
||||
// Validate content quality
|
||||
if len(node.Summary) < 10 {
|
||||
result.QualityScore *= 0.9
|
||||
result.Issues = append(result.Issues, &ValidationIssue{
|
||||
Type: "content",
|
||||
Severity: "warning",
|
||||
Message: "Summary too short",
|
||||
Field: "summary",
|
||||
Suggestion: "Provide more detailed summary",
|
||||
Impact: 0.1,
|
||||
})
|
||||
}
|
||||
|
||||
return result, nil
|
||||
}
|
||||
|
||||
// GetEngineStats returns engine performance and operational statistics
|
||||
func (e *DefaultIntelligenceEngine) GetEngineStats() (*EngineStatistics, error) {
|
||||
e.mu.RLock()
|
||||
defer e.mu.RUnlock()
|
||||
|
||||
// Calculate cache hit rate
|
||||
cacheSize := 0
|
||||
e.cache.Range(func(key, value interface{}) bool {
|
||||
cacheSize++
|
||||
return true
|
||||
})
|
||||
|
||||
stats := *e.stats // Copy current stats
|
||||
stats.CacheHitRate = e.calculateCacheHitRate()
|
||||
|
||||
return &stats, nil
|
||||
}
|
||||
|
||||
// SetConfiguration updates engine configuration
|
||||
func (e *DefaultIntelligenceEngine) SetConfiguration(config *EngineConfig) error {
|
||||
e.mu.Lock()
|
||||
defer e.mu.Unlock()
|
||||
|
||||
if config == nil {
|
||||
return fmt.Errorf("configuration cannot be nil")
|
||||
}
|
||||
|
||||
e.config = config
|
||||
e.projectGoals = config.ProjectGoals
|
||||
e.roleProfiles = config.RoleProfiles
|
||||
|
||||
return nil
|
||||
}
|
||||
|
||||
// Helper methods
|
||||
|
||||
// readFileContent reads and returns file content
|
||||
func (e *DefaultIntelligenceEngine) readFileContent(filePath string) ([]byte, error) {
|
||||
return ioutil.ReadFile(filePath)
|
||||
}
|
||||
|
||||
// generateUCXLAddress generates a UCXL address for a file path
|
||||
func (e *DefaultIntelligenceEngine) generateUCXLAddress(filePath string) (*ucxl.Address, error) {
|
||||
// Simple implementation - in reality this would be more sophisticated
|
||||
cleanPath := filepath.Clean(filePath)
|
||||
addr, err := ucxl.ParseAddress(fmt.Sprintf("file://%s", cleanPath))
|
||||
if err != nil {
|
||||
return nil, fmt.Errorf("failed to generate UCXL address: %w", err)
|
||||
}
|
||||
return addr, nil
|
||||
}
|
||||
|
||||
// generateFileTags generates tags based on file analysis and path
|
||||
func (e *DefaultIntelligenceEngine) generateFileTags(analysis *FileAnalysis, filePath string) []string {
|
||||
tags := []string{}
|
||||
|
||||
// Add language tag
|
||||
if analysis.Language != "" {
|
||||
tags = append(tags, analysis.Language)
|
||||
}
|
||||
|
||||
// Add file type tag
|
||||
if analysis.FileType != "" {
|
||||
tags = append(tags, analysis.FileType)
|
||||
}
|
||||
|
||||
// Add directory-based tags
|
||||
dir := filepath.Dir(filePath)
|
||||
dirName := filepath.Base(dir)
|
||||
if dirName != "." && dirName != "/" {
|
||||
tags = append(tags, "dir:"+dirName)
|
||||
}
|
||||
|
||||
// Add complexity tag
|
||||
if analysis.Complexity > 10 {
|
||||
tags = append(tags, "high-complexity")
|
||||
} else if analysis.Complexity > 5 {
|
||||
tags = append(tags, "medium-complexity")
|
||||
} else {
|
||||
tags = append(tags, "low-complexity")
|
||||
}
|
||||
|
||||
return tags
|
||||
}
|
||||
|
||||
// calculateSpecificity calculates context specificity based on analysis
|
||||
func (e *DefaultIntelligenceEngine) calculateSpecificity(analysis *FileAnalysis) int {
|
||||
specificity := 1
|
||||
|
||||
// More specific if it has many functions/classes
|
||||
if len(analysis.Functions) > 5 || len(analysis.Classes) > 3 {
|
||||
specificity += 2
|
||||
}
|
||||
|
||||
// More specific if it has dependencies
|
||||
if len(analysis.Dependencies) > 0 {
|
||||
specificity += 1
|
||||
}
|
||||
|
||||
// More specific if it's complex
|
||||
if analysis.Complexity > 10 {
|
||||
specificity += 1
|
||||
}
|
||||
|
||||
return specificity
|
||||
}
|
||||
|
||||
// determineEncryptionRoles determines which roles can access this context
|
||||
func (e *DefaultIntelligenceEngine) determineEncryptionRoles(role string, confidence float64) []string {
|
||||
roles := []string{role}
|
||||
|
||||
// Add senior roles that can access everything
|
||||
seniorRoles := []string{"senior_architect", "project_manager"}
|
||||
for _, senior := range seniorRoles {
|
||||
if senior != role {
|
||||
roles = append(roles, senior)
|
||||
}
|
||||
}
|
||||
|
||||
// If high confidence, allow broader access
|
||||
if confidence > 0.8 {
|
||||
roles = append(roles, "*")
|
||||
}
|
||||
|
||||
return roles
|
||||
}
|
||||
|
||||
// determineAccessLevel determines the required access level for context
|
||||
func (e *DefaultIntelligenceEngine) determineAccessLevel(analysis *FileAnalysis, role string) slurpContext.RoleAccessLevel {
|
||||
// Default to low access
|
||||
level := slurpContext.AccessLow
|
||||
|
||||
// Increase level based on content sensitivity
|
||||
sensitive := false
|
||||
for _, comment := range analysis.Comments {
|
||||
if strings.Contains(strings.ToLower(comment), "password") ||
|
||||
strings.Contains(strings.ToLower(comment), "secret") ||
|
||||
strings.Contains(strings.ToLower(comment), "private") {
|
||||
sensitive = true
|
||||
break
|
||||
}
|
||||
}
|
||||
|
||||
if sensitive {
|
||||
level = slurpContext.AccessHigh
|
||||
} else if len(analysis.Dependencies) > 5 {
|
||||
level = slurpContext.AccessMedium
|
||||
}
|
||||
|
||||
return level
|
||||
}
|
||||
|
||||
// generateContextSpecificInsights generates insights specific to the provided context
|
||||
func (e *DefaultIntelligenceEngine) generateContextSpecificInsights(context *slurpContext.ContextNode, role string) []string {
|
||||
insights := []string{}
|
||||
|
||||
// Technology-specific insights
|
||||
for _, tech := range context.Technologies {
|
||||
switch strings.ToLower(tech) {
|
||||
case "react", "vue", "angular":
|
||||
insights = append(insights, fmt.Sprintf("Frontend: %s component requires testing for accessibility and responsiveness", tech))
|
||||
case "go", "python", "java":
|
||||
insights = append(insights, fmt.Sprintf("Backend: %s code should follow language-specific best practices", tech))
|
||||
case "docker", "kubernetes":
|
||||
insights = append(insights, fmt.Sprintf("Infrastructure: %s configuration needs security review", tech))
|
||||
}
|
||||
}
|
||||
|
||||
// Purpose-specific insights
|
||||
if strings.Contains(strings.ToLower(context.Purpose), "api") {
|
||||
insights = append(insights, "API: Consider rate limiting, authentication, and proper error responses")
|
||||
}
|
||||
if strings.Contains(strings.ToLower(context.Purpose), "database") {
|
||||
insights = append(insights, "Database: Review for proper indexing and query optimization")
|
||||
}
|
||||
|
||||
return insights
|
||||
}
|
||||
|
||||
// calculateGoalAlignment calculates alignment score between context and goal
|
||||
func (e *DefaultIntelligenceEngine) calculateGoalAlignment(node *slurpContext.ContextNode, goal *ProjectGoal) float64 {
|
||||
score := 0.0
|
||||
checks := 0.0
|
||||
|
||||
// Check keyword overlap
|
||||
nodeText := strings.ToLower(node.Summary + " " + node.Purpose + " " + strings.Join(node.Technologies, " "))
|
||||
for _, keyword := range goal.Keywords {
|
||||
checks += 1.0
|
||||
if strings.Contains(nodeText, strings.ToLower(keyword)) {
|
||||
score += 1.0
|
||||
}
|
||||
}
|
||||
|
||||
// Check tag overlap
|
||||
for _, tag := range node.Tags {
|
||||
checks += 1.0
|
||||
for _, keyword := range goal.Keywords {
|
||||
if strings.Contains(strings.ToLower(tag), strings.ToLower(keyword)) {
|
||||
score += 0.5
|
||||
break
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
if checks == 0 {
|
||||
return 0.5 // Default score when no keywords to check
|
||||
}
|
||||
|
||||
return score / checks
|
||||
}
|
||||
|
||||
// updateStats updates engine statistics
|
||||
func (e *DefaultIntelligenceEngine) updateStats(operation string, duration time.Duration, success bool) {
|
||||
e.mu.Lock()
|
||||
defer e.mu.Unlock()
|
||||
|
||||
e.stats.TotalAnalyses++
|
||||
if success {
|
||||
e.stats.SuccessfulAnalyses++
|
||||
} else {
|
||||
e.stats.FailedAnalyses++
|
||||
}
|
||||
|
||||
// Update average analysis time
|
||||
if e.stats.TotalAnalyses == 1 {
|
||||
e.stats.AverageAnalysisTime = duration
|
||||
} else {
|
||||
e.stats.AverageAnalysisTime = time.Duration(
|
||||
(int64(e.stats.AverageAnalysisTime)*(e.stats.TotalAnalyses-1) + int64(duration)) / e.stats.TotalAnalyses,
|
||||
)
|
||||
}
|
||||
|
||||
// Update operation-specific stats
|
||||
switch operation {
|
||||
case "file_analysis":
|
||||
e.stats.FilesAnalyzed++
|
||||
case "directory_analysis":
|
||||
e.stats.DirectoriesAnalyzed++
|
||||
}
|
||||
}
|
||||
|
||||
// calculateCacheHitRate calculates the current cache hit rate
|
||||
func (e *DefaultIntelligenceEngine) calculateCacheHitRate() float64 {
|
||||
return e.stats.CacheHitRate // This would be calculated from cache access stats in a real implementation
|
||||
}
|
||||
|
||||
// DefaultEngineConfig returns default configuration for the intelligence engine
|
||||
func DefaultEngineConfig() *EngineConfig {
|
||||
return &EngineConfig{
|
||||
MaxConcurrentAnalysis: 4,
|
||||
AnalysisTimeout: 30 * time.Second,
|
||||
MaxFileSize: 10 * 1024 * 1024, // 10MB
|
||||
RAGEndpoint: "",
|
||||
RAGTimeout: 10 * time.Second,
|
||||
RAGEnabled: false,
|
||||
MinConfidenceThreshold: 0.6,
|
||||
RequireValidation: true,
|
||||
CacheEnabled: true,
|
||||
CacheTTL: 1 * time.Hour,
|
||||
RoleProfiles: make(map[string]*RoleProfile),
|
||||
ProjectGoals: []*ProjectGoal{},
|
||||
}
|
||||
}
|
||||
700
pkg/slurp/intelligence/engine_test.go
Normal file
700
pkg/slurp/intelligence/engine_test.go
Normal file
@@ -0,0 +1,700 @@
|
||||
package intelligence
|
||||
|
||||
import (
|
||||
"context"
|
||||
"os"
|
||||
"path/filepath"
|
||||
"testing"
|
||||
"time"
|
||||
|
||||
slurpContext "chorus.services/bzzz/pkg/slurp/context"
|
||||
)
|
||||
|
||||
func TestIntelligenceEngine_Integration(t *testing.T) {
|
||||
// Create test configuration
|
||||
config := &EngineConfig{
|
||||
EnableRAG: false, // Disable RAG for testing
|
||||
EnableGoalAlignment: true,
|
||||
EnablePatternDetection: true,
|
||||
EnableRoleAware: true,
|
||||
MaxConcurrentAnalysis: 2,
|
||||
AnalysisTimeout: 30 * time.Second,
|
||||
CacheTTL: 5 * time.Minute,
|
||||
MinConfidenceThreshold: 0.5,
|
||||
}
|
||||
|
||||
// Create engine
|
||||
engine := NewIntelligenceEngine(config)
|
||||
ctx := context.Background()
|
||||
|
||||
// Create test context node
|
||||
testNode := &slurpContext.ContextNode{
|
||||
Path: "/test/example.go",
|
||||
Summary: "A Go service implementing user authentication",
|
||||
Purpose: "Handles user login and authentication for the web application",
|
||||
Technologies: []string{"go", "jwt", "bcrypt"},
|
||||
Tags: []string{"authentication", "security", "web"},
|
||||
CreatedAt: time.Now(),
|
||||
UpdatedAt: time.Now(),
|
||||
}
|
||||
|
||||
// Create test project goal
|
||||
testGoal := &ProjectGoal{
|
||||
ID: "auth_service",
|
||||
Name: "Authentication Service",
|
||||
Description: "Build secure user authentication system",
|
||||
Keywords: []string{"authentication", "security", "user", "login"},
|
||||
Priority: 1,
|
||||
Phase: "development",
|
||||
Deadline: nil,
|
||||
CreatedAt: time.Now(),
|
||||
}
|
||||
|
||||
t.Run("AnalyzeFile", func(t *testing.T) {
|
||||
content := []byte(`
|
||||
package main
|
||||
|
||||
import (
|
||||
"context"
|
||||
"crypto/jwt"
|
||||
"golang.org/x/crypto/bcrypt"
|
||||
)
|
||||
|
||||
func authenticateUser(username, password string) error {
|
||||
// Hash password and validate
|
||||
hashedPassword, err := bcrypt.GenerateFromPassword([]byte(password), bcrypt.DefaultCost)
|
||||
if err != nil {
|
||||
return err
|
||||
}
|
||||
return nil
|
||||
}
|
||||
`)
|
||||
|
||||
analysis, err := engine.AnalyzeFile(ctx, testNode.Path, content)
|
||||
if err != nil {
|
||||
t.Fatalf("AnalyzeFile failed: %v", err)
|
||||
}
|
||||
|
||||
if analysis.Language != "go" {
|
||||
t.Errorf("Expected language 'go', got '%s'", analysis.Language)
|
||||
}
|
||||
|
||||
if len(analysis.Functions) == 0 {
|
||||
t.Error("Expected to find functions")
|
||||
}
|
||||
|
||||
if analysis.Complexity <= 0 {
|
||||
t.Error("Expected positive complexity score")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("AssessGoalAlignment", func(t *testing.T) {
|
||||
assessment, err := engine.AssessGoalAlignment(ctx, testNode, testGoal, "developer")
|
||||
if err != nil {
|
||||
t.Fatalf("AssessGoalAlignment failed: %v", err)
|
||||
}
|
||||
|
||||
if assessment.OverallScore < 0 || assessment.OverallScore > 1 {
|
||||
t.Errorf("Expected score between 0-1, got %f", assessment.OverallScore)
|
||||
}
|
||||
|
||||
if len(assessment.DimensionScores) == 0 {
|
||||
t.Error("Expected dimension scores")
|
||||
}
|
||||
|
||||
if assessment.Confidence <= 0 {
|
||||
t.Error("Expected positive confidence")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("ProcessForRole", func(t *testing.T) {
|
||||
processedNode, err := engine.ProcessForRole(ctx, testNode, "developer")
|
||||
if err != nil {
|
||||
t.Fatalf("ProcessForRole failed: %v", err)
|
||||
}
|
||||
|
||||
if processedNode.ProcessedForRole != "developer" {
|
||||
t.Errorf("Expected processed for role 'developer', got '%s'", processedNode.ProcessedForRole)
|
||||
}
|
||||
|
||||
if len(processedNode.RoleSpecificInsights) == 0 {
|
||||
t.Error("Expected role-specific insights")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("DetectPatterns", func(t *testing.T) {
|
||||
content := []byte(`
|
||||
package main
|
||||
|
||||
import "sync"
|
||||
|
||||
type Singleton struct {
|
||||
instance *Singleton
|
||||
once sync.Once
|
||||
}
|
||||
|
||||
func GetInstance() *Singleton {
|
||||
s := &Singleton{}
|
||||
s.once.Do(func() {
|
||||
s.instance = &Singleton{}
|
||||
})
|
||||
return s.instance
|
||||
}
|
||||
`)
|
||||
|
||||
patterns, err := engine.DetectCodePatterns(ctx, "/test/singleton.go", content)
|
||||
if err != nil {
|
||||
t.Fatalf("DetectPatterns failed: %v", err)
|
||||
}
|
||||
|
||||
foundSingleton := false
|
||||
for _, pattern := range patterns {
|
||||
if pattern.Pattern.Name == "Singleton" {
|
||||
foundSingleton = true
|
||||
break
|
||||
}
|
||||
}
|
||||
|
||||
if !foundSingleton {
|
||||
t.Error("Expected to detect Singleton pattern")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("GenerateInsights", func(t *testing.T) {
|
||||
insights, err := engine.GenerateInsights(ctx, testNode, "developer")
|
||||
if err != nil {
|
||||
t.Fatalf("GenerateInsights failed: %v", err)
|
||||
}
|
||||
|
||||
if len(insights) == 0 {
|
||||
t.Error("Expected to generate insights")
|
||||
}
|
||||
|
||||
// Check insight quality
|
||||
for _, insight := range insights {
|
||||
if insight.Confidence <= 0 || insight.Confidence > 1 {
|
||||
t.Errorf("Invalid confidence score: %f", insight.Confidence)
|
||||
}
|
||||
if insight.Priority <= 0 {
|
||||
t.Errorf("Invalid priority: %d", insight.Priority)
|
||||
}
|
||||
}
|
||||
})
|
||||
}
|
||||
|
||||
func TestFileAnalyzer_LanguageDetection(t *testing.T) {
|
||||
config := &EngineConfig{}
|
||||
analyzer := NewDefaultFileAnalyzer(config)
|
||||
ctx := context.Background()
|
||||
|
||||
tests := []struct {
|
||||
filename string
|
||||
content []byte
|
||||
expected string
|
||||
}{
|
||||
{"test.go", []byte("package main\nfunc main() {}"), "go"},
|
||||
{"test.js", []byte("function test() { return 42; }"), "javascript"},
|
||||
{"test.py", []byte("def test():\n return 42"), "python"},
|
||||
{"test.java", []byte("public class Test { public static void main() {} }"), "java"},
|
||||
{"test.rs", []byte("fn main() { println!(\"Hello\"); }"), "rust"},
|
||||
{"unknown.txt", []byte("some text content"), "text"},
|
||||
}
|
||||
|
||||
for _, tt := range tests {
|
||||
t.Run(tt.filename, func(t *testing.T) {
|
||||
analysis, err := analyzer.AnalyzeFile(ctx, tt.filename, tt.content)
|
||||
if err != nil {
|
||||
t.Fatalf("AnalyzeFile failed: %v", err)
|
||||
}
|
||||
|
||||
if analysis.Language != tt.expected {
|
||||
t.Errorf("Expected language '%s', got '%s'", tt.expected, analysis.Language)
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestPatternDetector_DetectDesignPatterns(t *testing.T) {
|
||||
config := &EngineConfig{}
|
||||
detector := NewDefaultPatternDetector(config)
|
||||
ctx := context.Background()
|
||||
|
||||
tests := []struct {
|
||||
name string
|
||||
filename string
|
||||
content []byte
|
||||
expectedPattern string
|
||||
}{
|
||||
{
|
||||
name: "Go Singleton Pattern",
|
||||
filename: "singleton.go",
|
||||
content: []byte(`
|
||||
package main
|
||||
import "sync"
|
||||
var instance *Singleton
|
||||
var once sync.Once
|
||||
func GetInstance() *Singleton {
|
||||
once.Do(func() {
|
||||
instance = &Singleton{}
|
||||
})
|
||||
return instance
|
||||
}
|
||||
`),
|
||||
expectedPattern: "Singleton",
|
||||
},
|
||||
{
|
||||
name: "Go Factory Pattern",
|
||||
filename: "factory.go",
|
||||
content: []byte(`
|
||||
package main
|
||||
func NewUser(name string) *User {
|
||||
return &User{Name: name}
|
||||
}
|
||||
func CreateConnection() Connection {
|
||||
return &dbConnection{}
|
||||
}
|
||||
`),
|
||||
expectedPattern: "Factory",
|
||||
},
|
||||
{
|
||||
name: "JavaScript Observer Pattern",
|
||||
filename: "observer.js",
|
||||
content: []byte(`
|
||||
class EventEmitter {
|
||||
constructor() {
|
||||
this.events = {};
|
||||
}
|
||||
on(event, listener) {
|
||||
this.events[event] = this.events[event] || [];
|
||||
this.events[event].push(listener);
|
||||
}
|
||||
emit(event, data) {
|
||||
if (this.events[event]) {
|
||||
this.events[event].forEach(listener => listener(data));
|
||||
}
|
||||
}
|
||||
}
|
||||
`),
|
||||
expectedPattern: "Observer",
|
||||
},
|
||||
}
|
||||
|
||||
for _, tt := range tests {
|
||||
t.Run(tt.name, func(t *testing.T) {
|
||||
patterns, err := detector.DetectCodePatterns(ctx, tt.filename, tt.content)
|
||||
if err != nil {
|
||||
t.Fatalf("DetectCodePatterns failed: %v", err)
|
||||
}
|
||||
|
||||
found := false
|
||||
for _, pattern := range patterns {
|
||||
if pattern.Pattern.Name == tt.expectedPattern {
|
||||
found = true
|
||||
if pattern.Pattern.Confidence <= 0 {
|
||||
t.Errorf("Expected positive confidence, got %f", pattern.Pattern.Confidence)
|
||||
}
|
||||
break
|
||||
}
|
||||
}
|
||||
|
||||
if !found {
|
||||
t.Errorf("Expected to find %s pattern", tt.expectedPattern)
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestGoalAlignment_DimensionCalculators(t *testing.T) {
|
||||
config := &EngineConfig{}
|
||||
engine := NewGoalAlignmentEngine(config)
|
||||
ctx := context.Background()
|
||||
|
||||
testNode := &slurpContext.ContextNode{
|
||||
Path: "/test/auth.go",
|
||||
Summary: "User authentication service with JWT tokens",
|
||||
Purpose: "Handles user login and token generation",
|
||||
Technologies: []string{"go", "jwt", "bcrypt"},
|
||||
Tags: []string{"authentication", "security"},
|
||||
}
|
||||
|
||||
testGoal := &ProjectGoal{
|
||||
ID: "auth_system",
|
||||
Name: "Authentication System",
|
||||
Description: "Secure user authentication with JWT",
|
||||
Keywords: []string{"authentication", "jwt", "security", "user"},
|
||||
Priority: 1,
|
||||
Phase: "development",
|
||||
}
|
||||
|
||||
t.Run("KeywordAlignment", func(t *testing.T) {
|
||||
calculator := NewKeywordAlignmentCalculator()
|
||||
score, err := calculator.Calculate(ctx, testNode, testGoal)
|
||||
if err != nil {
|
||||
t.Fatalf("Calculate failed: %v", err)
|
||||
}
|
||||
|
||||
if score.Score <= 0 {
|
||||
t.Error("Expected positive keyword alignment score")
|
||||
}
|
||||
|
||||
if len(score.Evidence) == 0 {
|
||||
t.Error("Expected evidence for keyword matches")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("TechnologyAlignment", func(t *testing.T) {
|
||||
calculator := NewTechnologyAlignmentCalculator()
|
||||
score, err := calculator.Calculate(ctx, testNode, testGoal)
|
||||
if err != nil {
|
||||
t.Fatalf("Calculate failed: %v", err)
|
||||
}
|
||||
|
||||
if score.Score <= 0 {
|
||||
t.Error("Expected positive technology alignment score")
|
||||
}
|
||||
})
|
||||
|
||||
t.Run("FullAssessment", func(t *testing.T) {
|
||||
assessment, err := engine.AssessAlignment(ctx, testNode, testGoal, "developer")
|
||||
if err != nil {
|
||||
t.Fatalf("AssessAlignment failed: %v", err)
|
||||
}
|
||||
|
||||
if assessment.OverallScore <= 0 {
|
||||
t.Error("Expected positive overall score")
|
||||
}
|
||||
|
||||
if len(assessment.DimensionScores) == 0 {
|
||||
t.Error("Expected dimension scores")
|
||||
}
|
||||
|
||||
// Verify all dimension scores are valid
|
||||
for _, dimScore := range assessment.DimensionScores {
|
||||
if dimScore.Score < 0 || dimScore.Score > 1 {
|
||||
t.Errorf("Invalid dimension score: %f for %s", dimScore.Score, dimScore.Dimension)
|
||||
}
|
||||
if dimScore.Confidence <= 0 || dimScore.Confidence > 1 {
|
||||
t.Errorf("Invalid confidence: %f for %s", dimScore.Confidence, dimScore.Dimension)
|
||||
}
|
||||
}
|
||||
})
|
||||
}
|
||||
|
||||
func TestRoleAwareProcessor_Integration(t *testing.T) {
|
||||
config := &EngineConfig{}
|
||||
processor := NewRoleAwareProcessor(config)
|
||||
ctx := context.Background()
|
||||
|
||||
testNode := &slurpContext.ContextNode{
|
||||
Path: "/src/auth/service.go",
|
||||
Summary: "Authentication service with password hashing and JWT generation",
|
||||
Purpose: "Provides secure user authentication for the application",
|
||||
Technologies: []string{"go", "bcrypt", "jwt", "postgresql"},
|
||||
Tags: []string{"authentication", "security", "database"},
|
||||
Insights: []string{"Uses bcrypt for password hashing", "Implements JWT token generation"},
|
||||
}
|
||||
|
||||
roles := []string{"architect", "developer", "security_analyst", "devops_engineer", "qa_engineer"}
|
||||
|
||||
for _, roleID := range roles {
|
||||
t.Run("Role_"+roleID, func(t *testing.T) {
|
||||
// Test role-specific processing
|
||||
processedNode, err := processor.ProcessContextForRole(ctx, testNode, roleID)
|
||||
if err != nil {
|
||||
t.Fatalf("ProcessContextForRole failed for %s: %v", roleID, err)
|
||||
}
|
||||
|
||||
if processedNode.ProcessedForRole != roleID {
|
||||
t.Errorf("Expected processed for role '%s', got '%s'", roleID, processedNode.ProcessedForRole)
|
||||
}
|
||||
|
||||
// Test role-specific insight generation
|
||||
insights, err := processor.GenerateRoleSpecificInsights(ctx, testNode, roleID)
|
||||
if err != nil {
|
||||
t.Fatalf("GenerateRoleSpecificInsights failed for %s: %v", roleID, err)
|
||||
}
|
||||
|
||||
if len(insights) == 0 {
|
||||
t.Errorf("Expected insights for role %s", roleID)
|
||||
}
|
||||
|
||||
// Validate insight properties
|
||||
for _, insight := range insights {
|
||||
if insight.RoleID != roleID {
|
||||
t.Errorf("Expected insight for role %s, got %s", roleID, insight.RoleID)
|
||||
}
|
||||
if insight.Confidence <= 0 || insight.Confidence > 1 {
|
||||
t.Errorf("Invalid confidence: %f", insight.Confidence)
|
||||
}
|
||||
}
|
||||
|
||||
// Test role-specific filtering
|
||||
filteredNode, err := processor.FilterContextForRole(testNode, roleID)
|
||||
if err != nil {
|
||||
t.Fatalf("FilterContextForRole failed for %s: %v", roleID, err)
|
||||
}
|
||||
|
||||
// Verify filtering applied
|
||||
if filteredNode.Metadata == nil {
|
||||
t.Error("Expected metadata after filtering")
|
||||
} else {
|
||||
if filteredNode.Metadata["filtered_for_role"] != roleID {
|
||||
t.Errorf("Expected filtered_for_role to be %s", roleID)
|
||||
}
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestRoleAwareProcessor_AccessControl(t *testing.T) {
|
||||
config := &EngineConfig{}
|
||||
processor := NewRoleAwareProcessor(config)
|
||||
|
||||
testCases := []struct {
|
||||
roleID string
|
||||
action string
|
||||
resource string
|
||||
expected bool
|
||||
}{
|
||||
{"architect", "context:read", "/src/architecture/design.go", true},
|
||||
{"developer", "context:write", "/src/auth/service.go", true},
|
||||
{"developer", "context:write", "/architecture/system.go", false},
|
||||
{"security_analyst", "context:read", "/src/security/auth.go", true},
|
||||
{"qa_engineer", "context:read", "/test/integration.go", true},
|
||||
{"qa_engineer", "context:write", "/src/production.go", false},
|
||||
}
|
||||
|
||||
for _, tc := range testCases {
|
||||
t.Run(tc.roleID+"_"+tc.action+"_"+filepath.Base(tc.resource), func(t *testing.T) {
|
||||
err := processor.ValidateRoleAccess(tc.roleID, tc.action, tc.resource)
|
||||
hasAccess := err == nil
|
||||
|
||||
if hasAccess != tc.expected {
|
||||
t.Errorf("Expected access %v for role %s, action %s, resource %s, got %v",
|
||||
tc.expected, tc.roleID, tc.action, tc.resource, hasAccess)
|
||||
}
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
func TestDirectoryAnalyzer_StructureAnalysis(t *testing.T) {
|
||||
config := &EngineConfig{}
|
||||
analyzer := NewDefaultDirectoryAnalyzer(config)
|
||||
|
||||
// Create temporary directory structure for testing
|
||||
tempDir, err := os.MkdirTemp("", "test_structure")
|
||||
if err != nil {
|
||||
t.Fatalf("Failed to create temp directory: %v", err)
|
||||
}
|
||||
defer os.RemoveAll(tempDir)
|
||||
|
||||
// Create test structure
|
||||
testDirs := []string{
|
||||
"src/main",
|
||||
"src/lib",
|
||||
"test/unit",
|
||||
"test/integration",
|
||||
"docs/api",
|
||||
"config/dev",
|
||||
"deploy/k8s",
|
||||
}
|
||||
|
||||
for _, dir := range testDirs {
|
||||
fullPath := filepath.Join(tempDir, dir)
|
||||
if err := os.MkdirAll(fullPath, 0755); err != nil {
|
||||
t.Fatalf("Failed to create directory %s: %v", fullPath, err)
|
||||
}
|
||||
|
||||
// Create a dummy file in each directory
|
||||
testFile := filepath.Join(fullPath, "test.txt")
|
||||
if err := os.WriteFile(testFile, []byte("test content"), 0644); err != nil {
|
||||
t.Fatalf("Failed to create test file %s: %v", testFile, err)
|
||||
}
|
||||
}
|
||||
|
||||
ctx := context.Background()
|
||||
analysis, err := analyzer.AnalyzeDirectory(ctx, tempDir)
|
||||
if err != nil {
|
||||
t.Fatalf("AnalyzeDirectory failed: %v", err)
|
||||
}
|
||||
|
||||
if analysis.TotalFiles <= 0 {
|
||||
t.Error("Expected to find files")
|
||||
}
|
||||
|
||||
if analysis.Depth <= 0 {
|
||||
t.Error("Expected positive directory depth")
|
||||
}
|
||||
|
||||
if len(analysis.Structure) == 0 {
|
||||
t.Error("Expected directory structure information")
|
||||
}
|
||||
|
||||
if len(analysis.Technologies) == 0 {
|
||||
t.Log("No technologies detected (expected for simple test structure)")
|
||||
}
|
||||
}
|
||||
|
||||
// Benchmark tests for performance validation
|
||||
func BenchmarkIntelligenceEngine_AnalyzeFile(b *testing.B) {
|
||||
config := &EngineConfig{EnableRAG: false}
|
||||
engine := NewIntelligenceEngine(config)
|
||||
ctx := context.Background()
|
||||
|
||||
content := []byte(`
|
||||
package main
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
"log"
|
||||
)
|
||||
|
||||
func main() {
|
||||
fmt.Println("Hello, World!")
|
||||
}
|
||||
|
||||
func processData(data []string) error {
|
||||
for _, item := range data {
|
||||
if err := validateItem(item); err != nil {
|
||||
return fmt.Errorf("validation failed: %w", err)
|
||||
}
|
||||
}
|
||||
return nil
|
||||
}
|
||||
|
||||
func validateItem(item string) error {
|
||||
if len(item) == 0 {
|
||||
return fmt.Errorf("empty item")
|
||||
}
|
||||
return nil
|
||||
}
|
||||
`)
|
||||
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
_, err := engine.AnalyzeFile(ctx, "test.go", content)
|
||||
if err != nil {
|
||||
b.Fatalf("AnalyzeFile failed: %v", err)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
func BenchmarkPatternDetector_DetectPatterns(b *testing.B) {
|
||||
config := &EngineConfig{}
|
||||
detector := NewDefaultPatternDetector(config)
|
||||
ctx := context.Background()
|
||||
|
||||
content := []byte(`
|
||||
package main
|
||||
import "sync"
|
||||
|
||||
type Singleton struct {
|
||||
value string
|
||||
}
|
||||
|
||||
var instance *Singleton
|
||||
var once sync.Once
|
||||
|
||||
func GetInstance() *Singleton {
|
||||
once.Do(func() {
|
||||
instance = &Singleton{value: "initialized"}
|
||||
})
|
||||
return instance
|
||||
}
|
||||
|
||||
func NewUser(name string) *User {
|
||||
return &User{Name: name}
|
||||
}
|
||||
|
||||
func CreateDatabase() Database {
|
||||
return &postgresDatabase{}
|
||||
}
|
||||
`)
|
||||
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
_, err := detector.DetectCodePatterns(ctx, "test.go", content)
|
||||
if err != nil {
|
||||
b.Fatalf("DetectCodePatterns failed: %v", err)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
func BenchmarkRoleAwareProcessor_ProcessForRole(b *testing.B) {
|
||||
config := &EngineConfig{}
|
||||
processor := NewRoleAwareProcessor(config)
|
||||
ctx := context.Background()
|
||||
|
||||
testNode := &slurpContext.ContextNode{
|
||||
Path: "/src/service.go",
|
||||
Summary: "A service implementation",
|
||||
Purpose: "Handles business logic",
|
||||
Technologies: []string{"go", "postgresql"},
|
||||
Tags: []string{"service", "database"},
|
||||
Insights: []string{"Well structured code", "Good error handling"},
|
||||
}
|
||||
|
||||
b.ResetTimer()
|
||||
for i := 0; i < b.N; i++ {
|
||||
_, err := processor.ProcessContextForRole(ctx, testNode, "developer")
|
||||
if err != nil {
|
||||
b.Fatalf("ProcessContextForRole failed: %v", err)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Helper functions for testing
|
||||
|
||||
func createTestContextNode(path, summary, purpose string, technologies, tags []string) *slurpContext.ContextNode {
|
||||
return &slurpContext.ContextNode{
|
||||
Path: path,
|
||||
Summary: summary,
|
||||
Purpose: purpose,
|
||||
Technologies: technologies,
|
||||
Tags: tags,
|
||||
CreatedAt: time.Now(),
|
||||
UpdatedAt: time.Now(),
|
||||
}
|
||||
}
|
||||
|
||||
func createTestProjectGoal(id, name, description string, keywords []string, priority int, phase string) *ProjectGoal {
|
||||
return &ProjectGoal{
|
||||
ID: id,
|
||||
Name: name,
|
||||
Description: description,
|
||||
Keywords: keywords,
|
||||
Priority: priority,
|
||||
Phase: phase,
|
||||
CreatedAt: time.Now(),
|
||||
}
|
||||
}
|
||||
|
||||
func assertValidInsight(t *testing.T, insight *RoleSpecificInsight) {
|
||||
if insight.ID == "" {
|
||||
t.Error("Insight ID should not be empty")
|
||||
}
|
||||
if insight.RoleID == "" {
|
||||
t.Error("Insight RoleID should not be empty")
|
||||
}
|
||||
if insight.Confidence <= 0 || insight.Confidence > 1 {
|
||||
t.Errorf("Invalid confidence: %f", insight.Confidence)
|
||||
}
|
||||
if insight.Priority <= 0 {
|
||||
t.Errorf("Invalid priority: %d", insight.Priority)
|
||||
}
|
||||
if insight.Content == "" {
|
||||
t.Error("Insight content should not be empty")
|
||||
}
|
||||
}
|
||||
|
||||
func assertValidDimensionScore(t *testing.T, score *DimensionScore) {
|
||||
if score.Dimension == "" {
|
||||
t.Error("Dimension name should not be empty")
|
||||
}
|
||||
if score.Score < 0 || score.Score > 1 {
|
||||
t.Errorf("Invalid dimension score: %f", score.Score)
|
||||
}
|
||||
if score.Confidence <= 0 || score.Confidence > 1 {
|
||||
t.Errorf("Invalid confidence: %f", score.Confidence)
|
||||
}
|
||||
}
|
||||
871
pkg/slurp/intelligence/file_analyzer.go
Normal file
871
pkg/slurp/intelligence/file_analyzer.go
Normal file
@@ -0,0 +1,871 @@
|
||||
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 ""
|
||||
}
|
||||
1383
pkg/slurp/intelligence/goal_alignment.go
Normal file
1383
pkg/slurp/intelligence/goal_alignment.go
Normal file
File diff suppressed because it is too large
Load Diff
1147
pkg/slurp/intelligence/pattern_detector.go
Normal file
1147
pkg/slurp/intelligence/pattern_detector.go
Normal file
File diff suppressed because it is too large
Load Diff
1066
pkg/slurp/intelligence/performance_monitor.go
Normal file
1066
pkg/slurp/intelligence/performance_monitor.go
Normal file
File diff suppressed because it is too large
Load Diff
1204
pkg/slurp/intelligence/rag_integration.go
Normal file
1204
pkg/slurp/intelligence/rag_integration.go
Normal file
File diff suppressed because it is too large
Load Diff
1279
pkg/slurp/intelligence/role_aware_processor.go
Normal file
1279
pkg/slurp/intelligence/role_aware_processor.go
Normal file
File diff suppressed because it is too large
Load Diff
349
pkg/slurp/intelligence/types.go
Normal file
349
pkg/slurp/intelligence/types.go
Normal file
@@ -0,0 +1,349 @@
|
||||
package intelligence
|
||||
|
||||
import (
|
||||
"time"
|
||||
)
|
||||
|
||||
// FileMetadata represents metadata extracted from file system
|
||||
type FileMetadata struct {
|
||||
Path string `json:"path"` // File path
|
||||
Size int64 `json:"size"` // File size in bytes
|
||||
ModTime time.Time `json:"mod_time"` // Last modification time
|
||||
Mode uint32 `json:"mode"` // File mode
|
||||
IsDir bool `json:"is_dir"` // Whether it's a directory
|
||||
Extension string `json:"extension"` // File extension
|
||||
MimeType string `json:"mime_type"` // MIME type
|
||||
Hash string `json:"hash"` // Content hash
|
||||
Permissions string `json:"permissions"` // File permissions
|
||||
}
|
||||
|
||||
// StructureAnalysis represents analysis of code structure
|
||||
type StructureAnalysis struct {
|
||||
Architecture string `json:"architecture"` // Architectural pattern
|
||||
Patterns []string `json:"patterns"` // Design patterns used
|
||||
Components []*Component `json:"components"` // Code components
|
||||
Relationships []*Relationship `json:"relationships"` // Component relationships
|
||||
Complexity *ComplexityMetrics `json:"complexity"` // Complexity metrics
|
||||
QualityMetrics *QualityMetrics `json:"quality_metrics"` // Code quality metrics
|
||||
TestCoverage float64 `json:"test_coverage"` // Test coverage percentage
|
||||
Documentation *DocMetrics `json:"documentation"` // Documentation metrics
|
||||
AnalyzedAt time.Time `json:"analyzed_at"` // When analysis was performed
|
||||
}
|
||||
|
||||
// Component represents a code component
|
||||
type Component struct {
|
||||
Name string `json:"name"` // Component name
|
||||
Type string `json:"type"` // Component type (class, function, etc.)
|
||||
Purpose string `json:"purpose"` // Component purpose
|
||||
Visibility string `json:"visibility"` // Visibility (public, private, etc.)
|
||||
Lines int `json:"lines"` // Lines of code
|
||||
Complexity int `json:"complexity"` // Cyclomatic complexity
|
||||
Dependencies []string `json:"dependencies"` // Dependencies
|
||||
Metadata map[string]interface{} `json:"metadata"` // Additional metadata
|
||||
}
|
||||
|
||||
// Relationship represents a relationship between components
|
||||
type Relationship struct {
|
||||
From string `json:"from"` // Source component
|
||||
To string `json:"to"` // Target component
|
||||
Type string `json:"type"` // Relationship type
|
||||
Strength float64 `json:"strength"` // Relationship strength (0-1)
|
||||
Direction string `json:"direction"` // Direction (unidirectional, bidirectional)
|
||||
Description string `json:"description"` // Relationship description
|
||||
}
|
||||
|
||||
// ComplexityMetrics represents code complexity metrics
|
||||
type ComplexityMetrics struct {
|
||||
Cyclomatic float64 `json:"cyclomatic"` // Cyclomatic complexity
|
||||
Cognitive float64 `json:"cognitive"` // Cognitive complexity
|
||||
Halstead float64 `json:"halstead"` // Halstead complexity
|
||||
Maintainability float64 `json:"maintainability"` // Maintainability index
|
||||
TechnicalDebt float64 `json:"technical_debt"` // Technical debt estimate
|
||||
}
|
||||
|
||||
// QualityMetrics represents code quality metrics
|
||||
type QualityMetrics struct {
|
||||
Readability float64 `json:"readability"` // Readability score
|
||||
Testability float64 `json:"testability"` // Testability score
|
||||
Reusability float64 `json:"reusability"` // Reusability score
|
||||
Reliability float64 `json:"reliability"` // Reliability score
|
||||
Security float64 `json:"security"` // Security score
|
||||
Performance float64 `json:"performance"` // Performance score
|
||||
Duplication float64 `json:"duplication"` // Code duplication percentage
|
||||
Consistency float64 `json:"consistency"` // Code consistency score
|
||||
}
|
||||
|
||||
// DocMetrics represents documentation metrics
|
||||
type DocMetrics struct {
|
||||
Coverage float64 `json:"coverage"` // Documentation coverage
|
||||
Quality float64 `json:"quality"` // Documentation quality
|
||||
CommentRatio float64 `json:"comment_ratio"` // Comment to code ratio
|
||||
APIDocCoverage float64 `json:"api_doc_coverage"` // API documentation coverage
|
||||
ExampleCount int `json:"example_count"` // Number of examples
|
||||
TODOCount int `json:"todo_count"` // Number of TODO comments
|
||||
FIXMECount int `json:"fixme_count"` // Number of FIXME comments
|
||||
}
|
||||
|
||||
// DirectoryStructure represents analysis of directory organization
|
||||
type DirectoryStructure struct {
|
||||
Path string `json:"path"` // Directory path
|
||||
FileCount int `json:"file_count"` // Number of files
|
||||
DirectoryCount int `json:"directory_count"` // Number of subdirectories
|
||||
TotalSize int64 `json:"total_size"` // Total size in bytes
|
||||
FileTypes map[string]int `json:"file_types"` // File type distribution
|
||||
Languages map[string]int `json:"languages"` // Language distribution
|
||||
Organization *OrganizationInfo `json:"organization"` // Organization information
|
||||
Conventions *ConventionInfo `json:"conventions"` // Convention information
|
||||
Dependencies []string `json:"dependencies"` // Directory dependencies
|
||||
Purpose string `json:"purpose"` // Directory purpose
|
||||
Architecture string `json:"architecture"` // Architectural pattern
|
||||
AnalyzedAt time.Time `json:"analyzed_at"` // When analysis was performed
|
||||
}
|
||||
|
||||
// OrganizationInfo represents directory organization information
|
||||
type OrganizationInfo struct {
|
||||
Pattern string `json:"pattern"` // Organization pattern
|
||||
Consistency float64 `json:"consistency"` // Organization consistency
|
||||
Depth int `json:"depth"` // Directory depth
|
||||
FanOut int `json:"fan_out"` // Average fan-out
|
||||
Modularity float64 `json:"modularity"` // Modularity score
|
||||
Cohesion float64 `json:"cohesion"` // Cohesion score
|
||||
Coupling float64 `json:"coupling"` // Coupling score
|
||||
Metadata map[string]interface{} `json:"metadata"` // Additional metadata
|
||||
}
|
||||
|
||||
// ConventionInfo represents naming and organizational conventions
|
||||
type ConventionInfo struct {
|
||||
NamingStyle string `json:"naming_style"` // Naming convention style
|
||||
FileNaming string `json:"file_naming"` // File naming pattern
|
||||
DirectoryNaming string `json:"directory_naming"` // Directory naming pattern
|
||||
Consistency float64 `json:"consistency"` // Convention consistency
|
||||
Violations []*Violation `json:"violations"` // Convention violations
|
||||
Standards []string `json:"standards"` // Applied standards
|
||||
}
|
||||
|
||||
// Violation represents a convention violation
|
||||
type Violation struct {
|
||||
Type string `json:"type"` // Violation type
|
||||
Path string `json:"path"` // Violating path
|
||||
Expected string `json:"expected"` // Expected format
|
||||
Actual string `json:"actual"` // Actual format
|
||||
Severity string `json:"severity"` // Violation severity
|
||||
Suggestion string `json:"suggestion"` // Suggested fix
|
||||
}
|
||||
|
||||
// ConventionAnalysis represents analysis of naming and organizational conventions
|
||||
type ConventionAnalysis struct {
|
||||
NamingPatterns []*NamingPattern `json:"naming_patterns"` // Detected naming patterns
|
||||
OrganizationalPatterns []*OrganizationalPattern `json:"organizational_patterns"` // Organizational patterns
|
||||
Consistency float64 `json:"consistency"` // Overall consistency score
|
||||
Violations []*Violation `json:"violations"` // Convention violations
|
||||
Recommendations []*Recommendation `json:"recommendations"` // Improvement recommendations
|
||||
AppliedStandards []string `json:"applied_standards"` // Applied coding standards
|
||||
AnalyzedAt time.Time `json:"analyzed_at"` // When analysis was performed
|
||||
}
|
||||
|
||||
// RelationshipAnalysis represents analysis of directory relationships
|
||||
type RelationshipAnalysis struct {
|
||||
Dependencies []*DirectoryDependency `json:"dependencies"` // Directory dependencies
|
||||
Relationships []*DirectoryRelation `json:"relationships"` // Directory relationships
|
||||
CouplingMetrics *CouplingMetrics `json:"coupling_metrics"` // Coupling metrics
|
||||
ModularityScore float64 `json:"modularity_score"` // Modularity score
|
||||
ArchitecturalStyle string `json:"architectural_style"` // Architectural style
|
||||
AnalyzedAt time.Time `json:"analyzed_at"` // When analysis was performed
|
||||
}
|
||||
|
||||
// DirectoryDependency represents a dependency between directories
|
||||
type DirectoryDependency struct {
|
||||
From string `json:"from"` // Source directory
|
||||
To string `json:"to"` // Target directory
|
||||
Type string `json:"type"` // Dependency type
|
||||
Strength float64 `json:"strength"` // Dependency strength
|
||||
Reason string `json:"reason"` // Reason for dependency
|
||||
FileCount int `json:"file_count"` // Number of files involved
|
||||
}
|
||||
|
||||
// DirectoryRelation represents a relationship between directories
|
||||
type DirectoryRelation struct {
|
||||
Directory1 string `json:"directory1"` // First directory
|
||||
Directory2 string `json:"directory2"` // Second directory
|
||||
Type string `json:"type"` // Relation type
|
||||
Strength float64 `json:"strength"` // Relation strength
|
||||
Description string `json:"description"` // Relation description
|
||||
Bidirectional bool `json:"bidirectional"` // Whether relation is bidirectional
|
||||
}
|
||||
|
||||
// CouplingMetrics represents coupling metrics between directories
|
||||
type CouplingMetrics struct {
|
||||
AfferentCoupling float64 `json:"afferent_coupling"` // Afferent coupling
|
||||
EfferentCoupling float64 `json:"efferent_coupling"` // Efferent coupling
|
||||
Instability float64 `json:"instability"` // Instability metric
|
||||
Abstractness float64 `json:"abstractness"` // Abstractness metric
|
||||
DistanceFromMain float64 `json:"distance_from_main"` // Distance from main sequence
|
||||
}
|
||||
|
||||
// Pattern represents a detected pattern in code or organization
|
||||
type Pattern struct {
|
||||
ID string `json:"id"` // Pattern identifier
|
||||
Name string `json:"name"` // Pattern name
|
||||
Type string `json:"type"` // Pattern type
|
||||
Description string `json:"description"` // Pattern description
|
||||
Confidence float64 `json:"confidence"` // Detection confidence
|
||||
Frequency int `json:"frequency"` // Pattern frequency
|
||||
Examples []string `json:"examples"` // Example instances
|
||||
Criteria map[string]interface{} `json:"criteria"` // Pattern criteria
|
||||
Benefits []string `json:"benefits"` // Pattern benefits
|
||||
Drawbacks []string `json:"drawbacks"` // Pattern drawbacks
|
||||
ApplicableRoles []string `json:"applicable_roles"` // Roles that benefit from this pattern
|
||||
DetectedAt time.Time `json:"detected_at"` // When pattern was detected
|
||||
}
|
||||
|
||||
// CodePattern represents a code-specific pattern
|
||||
type CodePattern struct {
|
||||
Pattern // Embedded base pattern
|
||||
Language string `json:"language"` // Programming language
|
||||
Framework string `json:"framework"` // Framework context
|
||||
Complexity float64 `json:"complexity"` // Pattern complexity
|
||||
Usage *UsagePattern `json:"usage"` // Usage pattern
|
||||
Performance *PerformanceInfo `json:"performance"` // Performance characteristics
|
||||
}
|
||||
|
||||
// NamingPattern represents a naming convention pattern
|
||||
type NamingPattern struct {
|
||||
Pattern // Embedded base pattern
|
||||
Convention string `json:"convention"` // Naming convention
|
||||
Scope string `json:"scope"` // Pattern scope
|
||||
Regex string `json:"regex"` // Regex pattern
|
||||
CaseStyle string `json:"case_style"` // Case style (camelCase, snake_case, etc.)
|
||||
Prefix string `json:"prefix"` // Common prefix
|
||||
Suffix string `json:"suffix"` // Common suffix
|
||||
}
|
||||
|
||||
// OrganizationalPattern represents an organizational pattern
|
||||
type OrganizationalPattern struct {
|
||||
Pattern // Embedded base pattern
|
||||
Structure string `json:"structure"` // Organizational structure
|
||||
Depth int `json:"depth"` // Typical depth
|
||||
FanOut int `json:"fan_out"` // Typical fan-out
|
||||
Modularity float64 `json:"modularity"` // Modularity characteristics
|
||||
Scalability string `json:"scalability"` // Scalability characteristics
|
||||
}
|
||||
|
||||
// UsagePattern represents how a pattern is typically used
|
||||
type UsagePattern struct {
|
||||
Frequency string `json:"frequency"` // Usage frequency
|
||||
Context []string `json:"context"` // Usage contexts
|
||||
Prerequisites []string `json:"prerequisites"` // Prerequisites
|
||||
Alternatives []string `json:"alternatives"` // Alternative patterns
|
||||
Compatibility map[string]string `json:"compatibility"` // Compatibility with other patterns
|
||||
}
|
||||
|
||||
// PerformanceInfo represents performance characteristics of a pattern
|
||||
type PerformanceInfo struct {
|
||||
TimeComplexity string `json:"time_complexity"` // Time complexity
|
||||
SpaceComplexity string `json:"space_complexity"` // Space complexity
|
||||
ScalabilityScore float64 `json:"scalability_score"` // Scalability score
|
||||
MemoryUsage string `json:"memory_usage"` // Memory usage characteristics
|
||||
CPUUsage string `json:"cpu_usage"` // CPU usage characteristics
|
||||
}
|
||||
|
||||
// PatternMatch represents a match between context and a pattern
|
||||
type PatternMatch struct {
|
||||
PatternID string `json:"pattern_id"` // Pattern identifier
|
||||
MatchScore float64 `json:"match_score"` // Match score (0-1)
|
||||
Confidence float64 `json:"confidence"` // Match confidence
|
||||
MatchedFields []string `json:"matched_fields"` // Fields that matched
|
||||
Explanation string `json:"explanation"` // Match explanation
|
||||
Suggestions []string `json:"suggestions"` // Improvement suggestions
|
||||
}
|
||||
|
||||
// ValidationResult represents context validation results
|
||||
type ValidationResult struct {
|
||||
Valid bool `json:"valid"` // Whether context is valid
|
||||
ConfidenceScore float64 `json:"confidence_score"` // Overall confidence
|
||||
QualityScore float64 `json:"quality_score"` // Quality assessment
|
||||
Issues []*ValidationIssue `json:"issues"` // Validation issues
|
||||
Suggestions []*Suggestion `json:"suggestions"` // Improvement suggestions
|
||||
ValidatedAt time.Time `json:"validated_at"` // When validation occurred
|
||||
}
|
||||
|
||||
// ValidationIssue represents a validation issue
|
||||
type ValidationIssue struct {
|
||||
Type string `json:"type"` // Issue type
|
||||
Severity string `json:"severity"` // Issue severity
|
||||
Message string `json:"message"` // Issue message
|
||||
Field string `json:"field"` // Affected field
|
||||
Suggestion string `json:"suggestion"` // Suggested fix
|
||||
Impact float64 `json:"impact"` // Impact score
|
||||
}
|
||||
|
||||
// Suggestion represents an improvement suggestion
|
||||
type Suggestion struct {
|
||||
Type string `json:"type"` // Suggestion type
|
||||
Title string `json:"title"` // Suggestion title
|
||||
Description string `json:"description"` // Detailed description
|
||||
Confidence float64 `json:"confidence"` // Confidence in suggestion
|
||||
Priority int `json:"priority"` // Priority level (1=highest)
|
||||
Action string `json:"action"` // Recommended action
|
||||
Impact string `json:"impact"` // Expected impact
|
||||
}
|
||||
|
||||
// Recommendation represents an improvement recommendation
|
||||
type Recommendation struct {
|
||||
Type string `json:"type"` // Recommendation type
|
||||
Title string `json:"title"` // Recommendation title
|
||||
Description string `json:"description"` // Detailed description
|
||||
Priority int `json:"priority"` // Priority level
|
||||
Effort string `json:"effort"` // Effort required
|
||||
Impact string `json:"impact"` // Expected impact
|
||||
Steps []string `json:"steps"` // Implementation steps
|
||||
Resources []string `json:"resources"` // Required resources
|
||||
Metadata map[string]interface{} `json:"metadata"` // Additional metadata
|
||||
}
|
||||
|
||||
// RAGResponse represents a response from the RAG system
|
||||
type RAGResponse struct {
|
||||
Query string `json:"query"` // Original query
|
||||
Answer string `json:"answer"` // Generated answer
|
||||
Sources []*RAGSource `json:"sources"` // Source documents
|
||||
Confidence float64 `json:"confidence"` // Response confidence
|
||||
Context map[string]interface{} `json:"context"` // Additional context
|
||||
ProcessedAt time.Time `json:"processed_at"` // When processed
|
||||
}
|
||||
|
||||
// RAGSource represents a source document from RAG system
|
||||
type RAGSource struct {
|
||||
ID string `json:"id"` // Source identifier
|
||||
Title string `json:"title"` // Source title
|
||||
Content string `json:"content"` // Source content excerpt
|
||||
Score float64 `json:"score"` // Relevance score
|
||||
Metadata map[string]interface{} `json:"metadata"` // Source metadata
|
||||
URL string `json:"url"` // Source URL if available
|
||||
}
|
||||
|
||||
// RAGResult represents a result from RAG similarity search
|
||||
type RAGResult struct {
|
||||
ID string `json:"id"` // Result identifier
|
||||
Content string `json:"content"` // Content
|
||||
Score float64 `json:"score"` // Similarity score
|
||||
Metadata map[string]interface{} `json:"metadata"` // Result metadata
|
||||
Highlights []string `json:"highlights"` // Content highlights
|
||||
}
|
||||
|
||||
// RAGUpdate represents an update to the RAG index
|
||||
type RAGUpdate struct {
|
||||
ID string `json:"id"` // Document identifier
|
||||
Content string `json:"content"` // Document content
|
||||
Metadata map[string]interface{} `json:"metadata"` // Document metadata
|
||||
Operation string `json:"operation"` // Operation type (add, update, delete)
|
||||
}
|
||||
|
||||
// RAGStatistics represents RAG system statistics
|
||||
type RAGStatistics struct {
|
||||
TotalDocuments int64 `json:"total_documents"` // Total indexed documents
|
||||
TotalQueries int64 `json:"total_queries"` // Total queries processed
|
||||
AverageQueryTime time.Duration `json:"average_query_time"` // Average query time
|
||||
IndexSize int64 `json:"index_size"` // Index size in bytes
|
||||
LastIndexUpdate time.Time `json:"last_index_update"` // When index was last updated
|
||||
ErrorRate float64 `json:"error_rate"` // Error rate
|
||||
}
|
||||
1037
pkg/slurp/intelligence/utils.go
Normal file
1037
pkg/slurp/intelligence/utils.go
Normal file
File diff suppressed because it is too large
Load Diff
Reference in New Issue
Block a user