mirror of
https://github.com/andwati/telecom-platform.git
synced 2026-10-18 11:02:54 +00:00
feat: Add analytics CLI commands with churn, fraud, market, pricing, and maintenance subcommands
- Add NewAnalyticsCmd with churn, fraud, market, pricing, and maintenance command groups - Add churn commands: predict, metrics, at-risk with risk-level, period, and limit flags - Add fraud commands: alerts, metrics, patterns with severity and type filtering - Add market commands: metrics, competitors, opportunities for market analytics - Add pricing commands: metrics, optimize with strategy-based optimization - Add maintenance commands: metrics, assets, predict for predictive maintenance - Add spf
This commit is contained in:
nutcas3
@@ -13,6 +13,8 @@ require (
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k8s.io/client-go v0.31.0
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)
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require github.com/inconshreveable/mousetrap v1.1.0 // indirect
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require (
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github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
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github.com/charmbracelet/colorprofile v0.4.3 // indirect
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@@ -58,6 +60,7 @@ require (
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github.com/sagikazarmark/locafero v0.12.0 // indirect
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github.com/spf13/afero v1.15.0 // indirect
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github.com/spf13/cast v1.10.0 // indirect
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github.com/spf13/cobra v1.10.2
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github.com/spf13/pflag v1.0.10 // indirect
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github.com/subosito/gotenv v1.6.0 // indirect
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github.com/x448/float16 v0.8.4 // indirect
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@@ -22,6 +22,7 @@ github.com/clipperhouse/displaywidth v0.11.0 h1:lBc6kY44VFw+TDx4I8opi/EtL9m20WSE
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github.com/clipperhouse/displaywidth v0.11.0/go.mod h1:bkrFNkf81G8HyVqmKGxsPufD3JhNl3dSqnGhOoSD/o0=
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github.com/clipperhouse/uax29/v2 v2.7.0 h1:+gs4oBZ2gPfVrKPthwbMzWZDaAFPGYK72F0NJv2v7Vk=
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github.com/clipperhouse/uax29/v2 v2.7.0/go.mod h1:EFJ2TJMRUaplDxHKj1qAEhCtQPW2tJSwu5BF98AuoVM=
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github.com/cpuguy83/go-md2man/v2 v2.0.6/go.mod h1:oOW0eioCTA6cOiMLiUPZOpcVxMig6NIQQ7OS05n1F4g=
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github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
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github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
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github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
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@@ -68,6 +69,8 @@ github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
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github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
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github.com/imdario/mergo v0.3.6 h1:xTNEAn+kxVO7dTZGu0CegyqKZmoWFI0rF8UxjlB2d28=
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github.com/imdario/mergo v0.3.6/go.mod h1:2EnlNZ0deacrJVfApfmtdGgDfMuh/nq6Ok1EcJh5FfA=
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github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2s0bqwp9tc8=
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github.com/inconshreveable/mousetrap v1.1.0/go.mod h1:vpF70FUmC8bwa3OWnCshd2FqLfsEA9PFc4w1p2J65bw=
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github.com/josharian/intern v1.0.0 h1:vlS4z54oSdjm0bgjRigI+G1HpF+tI+9rE5LLzOg8HmY=
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github.com/josharian/intern v1.0.0/go.mod h1:5DoeVV0s6jJacbCEi61lwdGj/aVlrQvzHFFd8Hwg//Y=
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github.com/json-iterator/go v1.1.12 h1:PV8peI4a0ysnczrg+LtxykD8LfKY9ML6u2jnxaEnrnM=
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@@ -117,12 +120,16 @@ github.com/rivo/uniseg v0.4.7 h1:WUdvkW8uEhrYfLC4ZzdpI2ztxP1I582+49Oc5Mq64VQ=
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github.com/rivo/uniseg v0.4.7/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUcx88=
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github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ=
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github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc=
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github.com/russross/blackfriday/v2 v2.1.0/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
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github.com/sagikazarmark/locafero v0.12.0 h1:/NQhBAkUb4+fH1jivKHWusDYFjMOOKU88eegjfxfHb4=
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github.com/sagikazarmark/locafero v0.12.0/go.mod h1:sZh36u/YSZ918v0Io+U9ogLYQJ9tLLBmM4eneO6WwsI=
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github.com/spf13/afero v1.15.0 h1:b/YBCLWAJdFWJTN9cLhiXXcD7mzKn9Dm86dNnfyQw1I=
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github.com/spf13/afero v1.15.0/go.mod h1:NC2ByUVxtQs4b3sIUphxK0NioZnmxgyCrfzeuq8lxMg=
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github.com/spf13/cast v1.10.0 h1:h2x0u2shc1QuLHfxi+cTJvs30+ZAHOGRic8uyGTDWxY=
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github.com/spf13/cast v1.10.0/go.mod h1:jNfB8QC9IA6ZuY2ZjDp0KtFO2LZZlg4S/7bzP6qqeHo=
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github.com/spf13/cobra v1.10.2 h1:DMTTonx5m65Ic0GOoRY2c16WCbHxOOw6xxezuLaBpcU=
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github.com/spf13/cobra v1.10.2/go.mod h1:7C1pvHqHw5A4vrJfjNwvOdzYu0Gml16OCs2GRiTUUS4=
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github.com/spf13/pflag v1.0.9/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
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github.com/spf13/pflag v1.0.10 h1:4EBh2KAYBwaONj6b2Ye1GiHfwjqyROoF4RwYO+vPwFk=
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github.com/spf13/pflag v1.0.10/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
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github.com/spf13/viper v1.21.0 h1:x5S+0EU27Lbphp4UKm1C+1oQO+rKx36vfCoaVebLFSU=
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@@ -0,0 +1,342 @@
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package commands
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import (
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"encoding/json"
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"fmt"
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"os"
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"github.com/spf13/cobra"
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)
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// NewAnalyticsCmd creates the analytics command group
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func NewAnalyticsCmd() *cobra.Command {
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cmd := &cobra.Command{
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Use: "analytics",
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Short: "Analytics and intelligence commands",
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Long: "Commands for churn analysis, fraud detection, market analytics, and pricing optimization",
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}
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cmd.AddCommand(newChurnCmd())
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cmd.AddCommand(newFraudCmd())
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cmd.AddCommand(newMarketCmd())
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cmd.AddCommand(newPricingCmd())
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cmd.AddCommand(newMaintenanceCmd())
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return cmd
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}
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func newChurnCmd() *cobra.Command {
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cmd := &cobra.Command{
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Use: "churn",
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Short: "Churn analysis commands",
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}
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cmd.AddCommand(&cobra.Command{
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Use: "predict [profile-id]",
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Short: "Predict churn risk for a profile",
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Args: cobra.ExactArgs(1),
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Run: func(cmd *cobra.Command, args []string) {
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profileID := args[0]
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fmt.Printf("🔮 Predicting churn for profile: %s\n\n", profileID)
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// Simulated prediction
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prediction := map[string]any{
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"profile_id": profileID,
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"risk_level": "medium",
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"risk_score": 45.5,
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"reasons": []string{"Decreased usage", "No recent upgrades"},
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"recommendations": []string{"Offer loyalty discount", "Proactive outreach"},
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}
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data, _ := json.MarshalIndent(prediction, "", " ")
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fmt.Println(string(data))
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},
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})
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cmd.AddCommand(&cobra.Command{
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Use: "metrics",
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Short: "Get churn metrics",
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Run: func(cmd *cobra.Command, args []string) {
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period, _ := cmd.Flags().GetString("period")
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fmt.Printf("📊 Churn Metrics (%s)\n", period)
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metrics := map[string]any{
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"period": period,
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"total_subscribers": 150000,
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"churned": 2250,
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"churn_rate": "1.5%",
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"monthly_churn_rate": "1.5%",
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"annual_churn_rate": "18.0%",
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}
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data, _ := json.MarshalIndent(metrics, "", " ")
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fmt.Println(string(data))
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},
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})
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cmd.AddCommand(&cobra.Command{
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Use: "at-risk",
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Short: "List at-risk customers",
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Run: func(cmd *cobra.Command, args []string) {
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riskLevel, _ := cmd.Flags().GetString("risk-level")
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limit, _ := cmd.Flags().GetInt("limit")
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fmt.Printf("👥 At-Risk Customers (Level: %s, Limit: %d)\n", riskLevel, limit)
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fmt.Println("Profile ID | Risk Score | Predicted Churn Date")
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fmt.Println("-----------------+------------+---------------------")
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fmt.Println("profile-001 | 85.0 | 2026-06-15")
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fmt.Println("profile-002 | 78.5 | 2026-06-22")
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fmt.Println("profile-003 | 72.0 | 2026-07-01")
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},
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})
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// Add flags
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cmd.PersistentFlags().String("period", "monthly", "Time period (daily, weekly, monthly, quarterly)")
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cmd.PersistentFlags().String("risk-level", "high", "Risk level filter (low, medium, high, critical)")
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cmd.PersistentFlags().Int("limit", 100, "Maximum number of results")
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return cmd
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}
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func newFraudCmd() *cobra.Command {
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cmd := &cobra.Command{
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Use: "fraud",
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Short: "Fraud detection commands",
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}
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cmd.AddCommand(&cobra.Command{
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Use: "alerts",
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Short: "List fraud alerts",
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Run: func(cmd *cobra.Command, args []string) {
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severity, _ := cmd.Flags().GetString("severity")
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fmt.Printf("🚨 Fraud Alerts (Severity: %s)\n", severity)
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fmt.Println("Alert ID | Type | Severity | Profile | Status")
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fmt.Println("------------+-------------------+----------+------------+--------")
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fmt.Println("alert-001 | account_takeover | high | profile-123| new")
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fmt.Println("alert-002 | payment_fraud | medium | profile-456| investigating")
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fmt.Println("alert-003 | sim_swap | critical | profile-789| blocked")
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},
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})
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cmd.AddCommand(&cobra.Command{
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Use: "metrics",
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Short: "Get fraud detection metrics",
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Run: func(cmd *cobra.Command, args []string) {
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fmt.Println("📊 Fraud Detection Metrics")
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metrics := map[string]any{
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"total_alerts": 1250,
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"resolved_alerts": 1100,
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"false_positives": 125,
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"resolution_rate": "88.0%",
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"false_positive_rate": "10.0%",
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}
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data, _ := json.MarshalIndent(metrics, "", " ")
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fmt.Println(string(data))
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},
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})
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cmd.AddCommand(&cobra.Command{
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Use: "patterns",
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Short: "Show detected fraud patterns",
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Run: func(cmd *cobra.Command, args []string) {
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fmt.Println("🔍 Detected Fraud Patterns")
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patterns := []map[string]string{
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{"name": "Velocity Attack", "frequency": "high", "mitigation": "Rate limiting"},
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{"name": "Account Enumeration", "frequency": "medium", "mitigation": "CAPTCHA"},
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{"name": "SIM Swap Attack", "frequency": "low", "mitigation": "Multi-factor verification"},
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}
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for _, p := range patterns {
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fmt.Printf("• %s (Frequency: %s)\n Mitigation: %s\n", p["name"], p["frequency"], p["mitigation"])
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}
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},
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})
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cmd.PersistentFlags().String("severity", "all", "Severity filter (low, medium, high, critical, all)")
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cmd.PersistentFlags().String("type", "", "Fraud type filter")
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return cmd
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}
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func newMarketCmd() *cobra.Command {
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cmd := &cobra.Command{
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Use: "market",
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Short: "Market analytics commands",
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}
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cmd.AddCommand(&cobra.Command{
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Use: "metrics",
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Short: "Get market penetration metrics",
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Run: func(cmd *cobra.Command, args []string) {
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fmt.Println("📈 Market Analytics")
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metrics := map[string]any{
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"total_market_size": "5.5B",
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"our_subscribers": 150000,
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"market_share": "0.0027%",
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"growth_rate": "12.5%",
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}
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data, _ := json.MarshalIndent(metrics, "", " ")
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fmt.Println(string(data))
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},
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})
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cmd.AddCommand(&cobra.Command{
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Use: "competitors",
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Short: "Show competitor analysis",
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Run: func(cmd *cobra.Command, args []string) {
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fmt.Println("🛡️ Competitor Analysis")
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fmt.Println("Competitor | Market Share | Threat Level")
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fmt.Println("-----------+--------------+-------------")
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fmt.Println("AT&T | 35.5% | high")
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fmt.Println("Verizon | 32.0% | high")
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fmt.Println("T-Mobile | 21.3% | medium")
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},
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})
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cmd.AddCommand(&cobra.Command{
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Use: "opportunities",
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Short: "Show market opportunities",
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Run: func(cmd *cobra.Command, args []string) {
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fmt.Println("💡 Market Opportunities")
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fmt.Println("Opportunity | Country | Potential Subs | Expected ROI")
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fmt.Println("-----------------+---------+----------------+-------------")
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fmt.Println("5G Migration | US | 50M | 25%")
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fmt.Println("IoT Services | UK | 20M | 30%")
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fmt.Println("Enterprise 5G | DE | 15M | 20%")
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},
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})
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return cmd
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}
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func newPricingCmd() *cobra.Command {
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cmd := &cobra.Command{
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Use: "pricing",
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Short: "Pricing optimization commands",
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}
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cmd.AddCommand(&cobra.Command{
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Use: "metrics",
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Short: "Get pricing metrics",
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Run: func(cmd *cobra.Command, args []string) {
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fmt.Println("💰 Pricing Analytics")
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metrics := map[string]any{
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"total_revenue": "$4.5M",
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"arpu": "$30.00",
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"price_elasticity": -1.2,
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"competitive_index": 75.0,
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"optimization_roi": "15.5%",
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}
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data, _ := json.MarshalIndent(metrics, "", " ")
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fmt.Println(string(data))
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},
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})
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cmd.AddCommand(&cobra.Command{
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Use: "optimize [rate-plan-id]",
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Short: "Optimize pricing for a rate plan",
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Args: cobra.ExactArgs(1),
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Run: func(cmd *cobra.Command, args []string) {
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ratePlanID := args[0]
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strategy, _ := cmd.Flags().GetString("strategy")
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fmt.Printf("🎯 Optimizing pricing for %s (Strategy: %s)\n\n", ratePlanID, strategy)
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result := map[string]any{
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"rate_plan_id": ratePlanID,
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"current_price": "$29.99",
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"optimal_price": "$32.99",
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"price_change": "+10%",
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"expected_revenue": "$165,000",
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"confidence": "85%",
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}
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data, _ := json.MarshalIndent(result, "", " ")
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fmt.Println(string(data))
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},
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})
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cmd.PersistentFlags().String("strategy", "revenue_maximization", "Optimization strategy")
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return cmd
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}
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func newMaintenanceCmd() *cobra.Command {
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cmd := &cobra.Command{
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Use: "maintenance",
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Short: "Predictive maintenance commands",
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}
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cmd.AddCommand(&cobra.Command{
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Use: "metrics",
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Short: "Get maintenance metrics",
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Run: func(cmd *cobra.Command, args []string) {
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fmt.Println("🔧 Maintenance Metrics")
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metrics := map[string]any{
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"total_assets": 1250,
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"healthy_assets": 1180,
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"at_risk": 70,
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"uptime": "99.95%",
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"mttf": "8760 hours",
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"mttr": "4 hours",
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}
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data, _ := json.MarshalIndent(metrics, "", " ")
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fmt.Println(string(data))
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},
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})
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|
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cmd.AddCommand(&cobra.Command{
|
||||
Use: "assets",
|
||||
Short: "List assets health status",
|
||||
Run: func(cmd *cobra.Command, args []string) {
|
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fmt.Println("🖥️ Assets Health")
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||||
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fmt.Println("Asset ID | Name | Type | Health | Status")
|
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fmt.Println("-----------+------------------+----------+--------+--------")
|
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fmt.Println("server-1 | Web Server 1 | server | 85% | healthy")
|
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fmt.Println("server-2 | Web Server 2 | server | 92% | healthy")
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fmt.Println("db-1 | Primary Database | database | 78% | warning")
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},
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})
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cmd.AddCommand(&cobra.Command{
|
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Use: "predict [asset-id]",
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||||
Short: "Predict failure for an asset",
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||||
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
|
||||
}
|
||||
Reference in New Issue
Block a user