generalbots/src/analytics/analytics.md

2 KiB

Analytics Package - Goals, Metrics, and Insights

Purpose

Tracks goals, metrics, and provides insights into system usage and performance. Provides visualization and analytics capabilities to monitor system health and user behavior.

Key Files

  • goals.rs: Goal tracking and management functionality
  • goals_ui.rs: UI components for goal visualization
  • insights.rs: Performance and usage insights generation
  • mod.rs: Module entry point and exports

Features

  • Goal Tracking: Define, track, and visualize goals
  • Performance Analytics: Monitor system performance metrics
  • User Behavior Insights: Analyze user interactions and patterns
  • Dashboard UI: Components for displaying analytics data
  • Visualization: Charts, graphs, and metrics displays

Usage Patterns

Adding a New Goal Type

// Define goal structure
struct NewGoal {
    name: String,
    target: f64,
    unit: String,
}

// Track goal progress
fn track_goal_progress(goal_id: Uuid, progress: f64) -> Result<(), AnalyticsError> {
    // Implementation
}

// Get goal insights
fn get_goal_insights(goal_id: Uuid) -> Result<GoalInsights, AnalyticsError> {
    // Implementation
}

Generating Insights

// Get system performance insights
fn get_system_insights() -> Result<SystemInsights, AnalyticsError> {
    // Implementation
}

// Get user behavior analytics
fn get_user_behavior_analytics(user_id: Uuid) -> Result<UserAnalytics, AnalyticsError> {
    // Implementation
}

Integration Points

  • Integrates with core system metrics
  • Works with dashboard components
  • Provides data for visualization
  • Connects with user behavior tracking

Error Handling

Use standard error types from crate::error module. All operations should return Result<T, AnalyticsError> where AnalyticsError implements proper error sanitization.

Testing

Tests are located in tests/ directory with focus on:

  • Goal tracking operations
  • Insights generation
  • Performance metrics calculation
  • UI component rendering