package commands import ( "encoding/json" "fmt" "os" "github.com/spf13/cobra" ) // NewAnalyticsCmd creates the analytics command group func NewAnalyticsCmd() *cobra.Command { cmd := &cobra.Command{ Use: "analytics", Short: "Analytics and intelligence commands", Long: "Commands for churn analysis, fraud detection, market analytics, and pricing optimization", } cmd.AddCommand(newChurnCmd()) cmd.AddCommand(newFraudCmd()) cmd.AddCommand(newMarketCmd()) cmd.AddCommand(newPricingCmd()) cmd.AddCommand(newMaintenanceCmd()) return cmd } func newChurnCmd() *cobra.Command { cmd := &cobra.Command{ Use: "churn", Short: "Churn analysis commands", } cmd.AddCommand(&cobra.Command{ Use: "predict [profile-id]", Short: "Predict churn risk for a profile", Args: cobra.ExactArgs(1), Run: func(cmd *cobra.Command, args []string) { profileID := args[0] fmt.Printf("🔮 Predicting churn for profile: %s\n\n", profileID) // Simulated prediction prediction := map[string]any{ "profile_id": profileID, "risk_level": "medium", "risk_score": 45.5, "reasons": []string{"Decreased usage", "No recent upgrades"}, "recommendations": []string{"Offer loyalty discount", "Proactive outreach"}, } data, _ := json.MarshalIndent(prediction, "", " ") fmt.Println(string(data)) }, }) cmd.AddCommand(&cobra.Command{ Use: "metrics", Short: "Get churn metrics", Run: func(cmd *cobra.Command, args []string) { period, _ := cmd.Flags().GetString("period") fmt.Printf("📊 Churn Metrics (%s)\n", period) metrics := map[string]any{ "period": period, "total_subscribers": 150000, "churned": 2250, "churn_rate": "1.5%", "monthly_churn_rate": "1.5%", "annual_churn_rate": "18.0%", } data, _ := json.MarshalIndent(metrics, "", " ") fmt.Println(string(data)) }, }) cmd.AddCommand(&cobra.Command{ Use: "at-risk", Short: "List at-risk customers", Run: func(cmd *cobra.Command, args []string) { riskLevel, _ := cmd.Flags().GetString("risk-level") limit, _ := cmd.Flags().GetInt("limit") fmt.Printf("👥 At-Risk Customers (Level: %s, Limit: %d)\n", riskLevel, limit) fmt.Println("Profile ID | Risk Score | Predicted Churn Date") fmt.Println("-----------------+------------+---------------------") fmt.Println("profile-001 | 85.0 | 2026-06-15") fmt.Println("profile-002 | 78.5 | 2026-06-22") fmt.Println("profile-003 | 72.0 | 2026-07-01") }, }) // Add flags cmd.PersistentFlags().String("period", "monthly", "Time period (daily, weekly, monthly, quarterly)") cmd.PersistentFlags().String("risk-level", "high", "Risk level filter (low, medium, high, critical)") cmd.PersistentFlags().Int("limit", 100, "Maximum number of results") return cmd } func newFraudCmd() *cobra.Command { cmd := &cobra.Command{ Use: "fraud", Short: "Fraud detection commands", } cmd.AddCommand(&cobra.Command{ Use: "alerts", Short: "List fraud alerts", Run: func(cmd *cobra.Command, args []string) { severity, _ := cmd.Flags().GetString("severity") fmt.Printf("🚨 Fraud Alerts (Severity: %s)\n", severity) fmt.Println("Alert ID | Type | Severity | Profile | Status") fmt.Println("------------+-------------------+----------+------------+--------") fmt.Println("alert-001 | account_takeover | high | profile-123| new") fmt.Println("alert-002 | payment_fraud | medium | profile-456| investigating") fmt.Println("alert-003 | sim_swap | critical | profile-789| blocked") }, }) cmd.AddCommand(&cobra.Command{ Use: "metrics", Short: "Get fraud detection metrics", Run: func(cmd *cobra.Command, args []string) { fmt.Println("📊 Fraud Detection Metrics") metrics := map[string]any{ "total_alerts": 1250, "resolved_alerts": 1100, "false_positives": 125, "resolution_rate": "88.0%", "false_positive_rate": "10.0%", } data, _ := json.MarshalIndent(metrics, "", " ") fmt.Println(string(data)) }, }) cmd.AddCommand(&cobra.Command{ Use: "patterns", Short: "Show detected fraud patterns", Run: func(cmd *cobra.Command, args []string) { fmt.Println("🔍 Detected Fraud Patterns") patterns := []map[string]string{ {"name": "Velocity Attack", "frequency": "high", "mitigation": "Rate limiting"}, {"name": "Account Enumeration", "frequency": "medium", "mitigation": "CAPTCHA"}, {"name": "SIM Swap Attack", "frequency": "low", "mitigation": "Multi-factor verification"}, } for _, p := range patterns { fmt.Printf("• %s (Frequency: %s)\n Mitigation: %s\n", p["name"], p["frequency"], p["mitigation"]) } }, }) cmd.PersistentFlags().String("severity", "all", "Severity filter (low, medium, high, critical, all)") cmd.PersistentFlags().String("type", "", "Fraud type filter") return cmd } func newMarketCmd() *cobra.Command { cmd := &cobra.Command{ Use: "market", Short: "Market analytics commands", } cmd.AddCommand(&cobra.Command{ Use: "metrics", Short: "Get market penetration metrics", Run: func(cmd *cobra.Command, args []string) { fmt.Println("📈 Market Analytics") metrics := map[string]any{ "total_market_size": "5.5B", "our_subscribers": 150000, "market_share": "0.0027%", "growth_rate": "12.5%", } data, _ := json.MarshalIndent(metrics, "", " ") fmt.Println(string(data)) }, }) cmd.AddCommand(&cobra.Command{ Use: "competitors", Short: "Show competitor analysis", Run: func(cmd *cobra.Command, args []string) { fmt.Println("🛡️ Competitor Analysis") fmt.Println("Competitor | Market Share | Threat Level") fmt.Println("-----------+--------------+-------------") fmt.Println("AT&T | 35.5% | high") fmt.Println("Verizon | 32.0% | high") fmt.Println("T-Mobile | 21.3% | medium") }, }) cmd.AddCommand(&cobra.Command{ Use: "opportunities", Short: "Show market opportunities", Run: func(cmd *cobra.Command, args []string) { fmt.Println("💡 Market Opportunities") fmt.Println("Opportunity | Country | Potential Subs | Expected ROI") fmt.Println("-----------------+---------+----------------+-------------") fmt.Println("5G Migration | US | 50M | 25%") fmt.Println("IoT Services | UK | 20M | 30%") fmt.Println("Enterprise 5G | DE | 15M | 20%") }, }) return cmd } func newPricingCmd() *cobra.Command { cmd := &cobra.Command{ Use: "pricing", Short: "Pricing optimization commands", } cmd.AddCommand(&cobra.Command{ Use: "metrics", Short: "Get pricing metrics", Run: func(cmd *cobra.Command, args []string) { fmt.Println("💰 Pricing Analytics") metrics := map[string]any{ "total_revenue": "$4.5M", "arpu": "$30.00", "price_elasticity": -1.2, "competitive_index": 75.0, "optimization_roi": "15.5%", } data, _ := json.MarshalIndent(metrics, "", " ") fmt.Println(string(data)) }, }) cmd.AddCommand(&cobra.Command{ Use: "optimize [rate-plan-id]", Short: "Optimize pricing for a rate plan", Args: cobra.ExactArgs(1), Run: func(cmd *cobra.Command, args []string) { ratePlanID := args[0] strategy, _ := cmd.Flags().GetString("strategy") fmt.Printf("🎯 Optimizing pricing for %s (Strategy: %s)\n\n", ratePlanID, strategy) result := map[string]any{ "rate_plan_id": ratePlanID, "current_price": "$29.99", "optimal_price": "$32.99", "price_change": "+10%", "expected_revenue": "$165,000", "confidence": "85%", } data, _ := json.MarshalIndent(result, "", " ") fmt.Println(string(data)) }, }) cmd.PersistentFlags().String("strategy", "revenue_maximization", "Optimization strategy") return cmd } func newMaintenanceCmd() *cobra.Command { cmd := &cobra.Command{ Use: "maintenance", Short: "Predictive maintenance commands", } cmd.AddCommand(&cobra.Command{ Use: "metrics", Short: "Get maintenance metrics", Run: func(cmd *cobra.Command, args []string) { fmt.Println("🔧 Maintenance Metrics") metrics := map[string]any{ "total_assets": 1250, "healthy_assets": 1180, "at_risk": 70, "uptime": "99.95%", "mttf": "8760 hours", "mttr": "4 hours", } data, _ := json.MarshalIndent(metrics, "", " ") fmt.Println(string(data)) }, }) cmd.AddCommand(&cobra.Command{ Use: "assets", Short: "List assets health status", Run: func(cmd *cobra.Command, args []string) { fmt.Println("🖥️ Assets Health") fmt.Println("Asset ID | Name | Type | Health | Status") fmt.Println("-----------+------------------+----------+--------+--------") fmt.Println("server-1 | Web Server 1 | server | 85% | healthy") fmt.Println("server-2 | Web Server 2 | server | 92% | healthy") fmt.Println("db-1 | Primary Database | database | 78% | warning") }, }) cmd.AddCommand(&cobra.Command{ Use: "predict [asset-id]", Short: "Predict failure for an asset", Args: cobra.ExactArgs(1), Run: func(cmd *cobra.Command, args []string) { assetID := args[0] fmt.Printf("🔮 Failure Prediction for %s\n\n", assetID) prediction := map[string]any{ "asset_id": assetID, "failure_probability": "15%", "predicted_failure": "2026-09-01", "confidence": "82.5%", "risk_factors": []string{"Age", "Error rate increase"}, "recommendations": []string{"Schedule maintenance", "Monitor closely"}, } data, _ := json.MarshalIndent(prediction, "", " ") fmt.Println(string(data)) }, }) return cmd } func init() { // Suppress unused import error _ = os.Stdout }