diff --git a/apps/cli/go.mod b/apps/cli/go.mod index d36c69e..c4af9a8 100644 --- a/apps/cli/go.mod +++ b/apps/cli/go.mod @@ -13,6 +13,8 @@ require ( k8s.io/client-go v0.31.0 ) +require github.com/inconshreveable/mousetrap v1.1.0 // indirect + require ( github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect github.com/charmbracelet/colorprofile v0.4.3 // indirect @@ -58,6 +60,7 @@ require ( github.com/sagikazarmark/locafero v0.12.0 // indirect github.com/spf13/afero v1.15.0 // indirect github.com/spf13/cast v1.10.0 // indirect + github.com/spf13/cobra v1.10.2 github.com/spf13/pflag v1.0.10 // indirect github.com/subosito/gotenv v1.6.0 // indirect github.com/x448/float16 v0.8.4 // indirect diff --git a/apps/cli/go.sum b/apps/cli/go.sum index 8770163..79791e7 100644 --- a/apps/cli/go.sum +++ b/apps/cli/go.sum @@ -22,6 +22,7 @@ github.com/clipperhouse/displaywidth v0.11.0 h1:lBc6kY44VFw+TDx4I8opi/EtL9m20WSE github.com/clipperhouse/displaywidth v0.11.0/go.mod h1:bkrFNkf81G8HyVqmKGxsPufD3JhNl3dSqnGhOoSD/o0= github.com/clipperhouse/uax29/v2 v2.7.0 h1:+gs4oBZ2gPfVrKPthwbMzWZDaAFPGYK72F0NJv2v7Vk= github.com/clipperhouse/uax29/v2 v2.7.0/go.mod h1:EFJ2TJMRUaplDxHKj1qAEhCtQPW2tJSwu5BF98AuoVM= +github.com/cpuguy83/go-md2man/v2 v2.0.6/go.mod h1:oOW0eioCTA6cOiMLiUPZOpcVxMig6NIQQ7OS05n1F4g= github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E= github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= @@ -68,6 +69,8 @@ github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0= github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= github.com/imdario/mergo v0.3.6 h1:xTNEAn+kxVO7dTZGu0CegyqKZmoWFI0rF8UxjlB2d28= github.com/imdario/mergo v0.3.6/go.mod h1:2EnlNZ0deacrJVfApfmtdGgDfMuh/nq6Ok1EcJh5FfA= +github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2s0bqwp9tc8= +github.com/inconshreveable/mousetrap v1.1.0/go.mod h1:vpF70FUmC8bwa3OWnCshd2FqLfsEA9PFc4w1p2J65bw= github.com/josharian/intern v1.0.0 h1:vlS4z54oSdjm0bgjRigI+G1HpF+tI+9rE5LLzOg8HmY= github.com/josharian/intern v1.0.0/go.mod h1:5DoeVV0s6jJacbCEi61lwdGj/aVlrQvzHFFd8Hwg//Y= github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM= @@ -117,12 +120,16 @@ github.com/rivo/uniseg v0.4.7 h1:WUdvkW8uEhrYfLC4ZzdpI2ztxP1I582+49Oc5Mq64VQ= github.com/rivo/uniseg v0.4.7/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUcx88= github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ= github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc= +github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM= github.com/sagikazarmark/locafero v0.12.0 h1:/NQhBAkUb4+fH1jivKHWusDYFjMOOKU88eegjfxfHb4= github.com/sagikazarmark/locafero v0.12.0/go.mod h1:sZh36u/YSZ918v0Io+U9ogLYQJ9tLLBmM4eneO6WwsI= github.com/spf13/afero v1.15.0 h1:b/YBCLWAJdFWJTN9cLhiXXcD7mzKn9Dm86dNnfyQw1I= github.com/spf13/afero v1.15.0/go.mod h1:NC2ByUVxtQs4b3sIUphxK0NioZnmxgyCrfzeuq8lxMg= github.com/spf13/cast v1.10.0 h1:h2x0u2shc1QuLHfxi+cTJvs30+ZAHOGRic8uyGTDWxY= github.com/spf13/cast v1.10.0/go.mod h1:jNfB8QC9IA6ZuY2ZjDp0KtFO2LZZlg4S/7bzP6qqeHo= +github.com/spf13/cobra v1.10.2 h1:DMTTonx5m65Ic0GOoRY2c16WCbHxOOw6xxezuLaBpcU= +github.com/spf13/cobra v1.10.2/go.mod h1:7C1pvHqHw5A4vrJfjNwvOdzYu0Gml16OCs2GRiTUUS4= +github.com/spf13/pflag v1.0.9/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg= github.com/spf13/pflag v1.0.10 h1:4EBh2KAYBwaONj6b2Ye1GiHfwjqyROoF4RwYO+vPwFk= github.com/spf13/pflag v1.0.10/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg= github.com/spf13/viper v1.21.0 h1:x5S+0EU27Lbphp4UKm1C+1oQO+rKx36vfCoaVebLFSU= diff --git a/apps/cli/internal/commands/analytics.go b/apps/cli/internal/commands/analytics.go new file mode 100644 index 0000000..57479a3 --- /dev/null +++ b/apps/cli/internal/commands/analytics.go @@ -0,0 +1,342 @@ +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 +}