fix typo from codespell

bumping the version so that once this is merged and we can create a new tag and release on the new version

.gitignore

@@ -71,4 +71,8 @@ cloudfox
 *.json
 *.csv
 *.log
-dist/
+dist/
+
+# graphvis files
+*.gv
+*.svg

Makefile

@@ -24,7 +24,7 @@ all: windows linux macos
 .PHONY: release
 release: clean
 	mkdir -p ./cloudfox
-	mkdir -p ./cloudfox
+
 	GOOS=windows GOARCH=amd64 go build -o ./cloudfox/cloudfox.exe .
 	zip ./cloudfox/cloudfox-windows-amd64.zip ./cloudfox/cloudfox.exe
 	rm -rf ./cloudfox/cloudfox.exe
@@ -33,6 +33,10 @@ release: clean
 	zip ./cloudfox/cloudfox-linux-amd64.zip ./cloudfox/cloudfox .
 	rm -rf ./cloudfox/cloudfox
 
+	GOOS=linux GOARCH=386 go build -o ./cloudfox/cloudfox .
+	zip ./cloudfox/cloudfox-linux-386.zip ./cloudfox/cloudfox .
+	rm -rf ./cloudfox/cloudfox
+
 	GOOS=darwin GOARCH=amd64 go build -o ./cloudfox/cloudfox .
 	zip ./cloudfox/cloudfox-macos-amd64.zip ./cloudfox/cloudfox
 	rm -rf ./cloudfox/cloudfox
@@ -42,4 +46,4 @@ release: clean
 	rm -rf ./cloudfox/cloudfox
 
 clean:	
-	rm -rf ./cloudfox
+	rm -rf ./cloudfox

README.md

@@ -48,9 +48,9 @@ For the full documentation please refer to our [wiki](https://github.com/BishopF
 
 | Provider| CloudFox Commands |
 | - | - |
-| AWS | 33 | 
+| AWS | 34 | 
 | Azure | 4 | 
-| GCP | Support Planned |
+| GCP | 8 |
 | Kubernetes | Support Planned | 
 
 
@@ -111,6 +111,7 @@ Additional policy notes (as of 09/2022):
 | AWS | [access-keys](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#access-keys) | Lists active access keys for all users. Useful for cross referencing a key you found with which in-scope account it belongs to.  |
 | AWS | [api-gw](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#api-gw) | Lists API gateway endpoints and gives you custom curl commands including API tokens if they are stored in metadata. |
 | AWS | [buckets](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#filesystems)  | Lists the buckets in the account and gives you handy commands for inspecting them further.  |
+| AWS | [cape](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#cape)  |  Enumerates cross-account privilege escalation paths. Requires `pmapper` to be run first |
 | AWS | [cloudformation](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#cloudformation)  | Lists the cloudformation stacks in the account. Generates loot file with stack details, stack parameters, and stack output - look for secrets. |
 | AWS | [codebuild](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#codebuild)  | Enumerate CodeBuild projects |
 | AWS | [databases](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#databases)  | Enumerate RDS databases. Get a loot file with connection strings. |
@@ -140,6 +141,7 @@ Additional policy notes (as of 09/2022):
 | AWS | [sqs](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#sqs) | This command enumerates all of the sqs queues and gives you the commands to receive messages from a queue and send messages to a queue (if you have the permissions needed). This command also attempts to summarize queue resource policies if they exist.|
 | AWS | [tags](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#tags) | List all resources with tags, and all of the tags. This can be used similar to inventory as another method to identify what types of resources exist in an account. |
 | AWS | [workloads](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#workloads) | List all of the compute workloads and what role they have.  Tells you if any of the roles are admin (bad) and if you have pmapper data locally, it will tell you if any of the roles can privesc to admin (also bad) |
+| AWS | [ds](https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#workloads) | List all of the AWS-managed directories and their attributes. Also summarizes the current trusts with their directions and types. |
 
 
 # Azure Commands
@@ -151,6 +153,21 @@ Additional policy notes (as of 09/2022):
 | Azure | [storage](https://github.com/BishopFox/cloudfox/wiki/Azure-Commands#storage) | The storage command is still under development. Currently it only displays limited data about the storage accounts | 
 | Azure | [vms](https://github.com/BishopFox/cloudfox/wiki/Azure-Commands#vms) | Enumerates useful information for Compute instances in all available resource groups and subscriptions | 
 
+
+# GCP Commands
+| Provider | Command Name | Description 
+| - | - | - |
+| GCP | [whoami](https://github.com/BishopFox/cloudfox/wiki/GCP-Commands#whoami) | Display the email address of the GCP authenticated user | 
+| GCP | [all-checks](https://github.com/BishopFox/cloudfox/wiki/GCP-Commands#all-checks) | Runs all available GCP commands | 
+| GCP | [artifact-registry](https://github.com/BishopFox/cloudfox/wiki/GCP-Commands#artifact-registry) | Display GCP artifact registry information | 
+| GCP | [bigquery](https://github.com/BishopFox/cloudfox/wiki/GCP-Commands#bigquery) | Display Bigquery datasets and tables information | 
+| GCP | [buckets](https://github.com/BishopFox/cloudfox/wiki/GCP-Commands#buckets) | Display GCP buckets information | 
+| GCP | [iam](https://github.com/BishopFox/cloudfox/wiki/GCP-Commands#iam) | Display GCP IAM information | 
+| GCP | [instances](https://github.com/BishopFox/cloudfox/wiki/GCP-Commands#instances) | Display GCP Compute Engine instances information |
+| GCP | [secrets](https://github.com/BishopFox/cloudfox/wiki/GCP-Commands#secrets) | Display GCP secrets information |
+
+
+
 # Authors
 * [Carlos Vendramini](https://github.com/carlosvendramini-bf)
 * [Seth Art (@sethsec](https://twitter.com/sethsec))

aws/cape-tui.go

@@ -0,0 +1,538 @@
+package aws
+
+import (
+	"encoding/json"
+	"fmt"
+	"os"
+	"strings"
+
+	"github.com/charmbracelet/bubbles/help"
+	"github.com/charmbracelet/bubbles/key"
+	"github.com/charmbracelet/bubbles/table"
+	"github.com/charmbracelet/bubbles/viewport"
+	tea "github.com/charmbracelet/bubbletea"
+	"github.com/charmbracelet/lipgloss"
+)
+
+var (
+	titleStyle = func() lipgloss.Style {
+		b := lipgloss.RoundedBorder()
+		b.Right = "├"
+		return lipgloss.NewStyle().BorderStyle(b).Padding(0, 1)
+	}()
+
+	infoStyle = func() lipgloss.Style {
+		b := lipgloss.RoundedBorder()
+		b.Left = "┤"
+		return titleStyle.Copy().BorderStyle(b)
+	}()
+	magentaStyle = lipgloss.NewStyle().Foreground(lipgloss.Color("magenta"))
+)
+
+type model struct {
+	preloadedData       *AllAccountData
+	awsAccountsTable    table.Model
+	awsAccountsViewport viewport.Model
+
+	mainTable         table.Model
+	mainTableViewport viewport.Model
+	mainTableData     map[int][]table.Row
+
+	detailsData     map[int]string
+	detailsViewport viewport.Model // Use viewport for details view
+
+	focusSelector     int
+	defaultTableStyle table.Styles
+
+	terminalWidth   int
+	terminalHeight  int // Add terminal height to manage viewport size
+	awsSelectedRow  int
+	mainSelectedRow int // Track the currently selected row for detail view updates
+	keys            keyMap
+	help            help.Model
+	lastKey         string
+	quitting        bool
+}
+
+type CapeJSON struct {
+	Account       string `json:"account"`
+	Source        string `json:"source"`
+	Summary       string `json:"summary"`
+	Target        string `json:"target"`
+	IsTargetAdmin string `json:"isTargetAdmin"`
+}
+
+type PerAccountData struct {
+	FilePath     string     // Path to the JSON file
+	PrivescPaths []CapeJSON // All records contained in the file
+}
+
+type AllAccountData struct {
+	Files map[string]*PerAccountData // Map of file paths to their records
+}
+
+func (m model) Init() tea.Cmd {
+	return nil
+}
+
+func (m model) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
+	var cmd tea.Cmd
+
+	s := table.DefaultStyles()
+	s.Header = s.Header.
+		BorderStyle(lipgloss.NormalBorder()).
+		BorderForeground(lipgloss.Color("240")).
+		BorderBottom(true).
+		Bold(false)
+	s.Selected = s.Selected.
+		Foreground(lipgloss.Color("229")).
+		Background(lipgloss.Color("57")).
+		Bold(false)
+
+	switch msg := msg.(type) {
+	case tea.WindowSizeMsg:
+		m.terminalWidth = msg.Width
+		m.terminalHeight = msg.Height - 7 // Adjust as needed
+
+		// Calculate heights based on the specified percentages
+		awsAccountsHeight := int(float32(m.terminalHeight) * 0.2)
+		halfHeight := int(float32(m.terminalHeight) * 0.4) // For the other two viewports
+
+		// Update dimensions for all viewports
+		m.awsAccountsViewport.Width = m.terminalWidth - 4
+		m.awsAccountsViewport.Height = awsAccountsHeight
+
+		m.mainTableViewport.Width = m.terminalWidth - 4
+		m.mainTableViewport.Height = halfHeight
+		m.awsAccountsTable.SetHeight(awsAccountsHeight - 2)
+		m.awsAccountsTable.SetWidth(m.terminalWidth - 4)
+		m.awsAccountsViewport.Width = m.terminalWidth - 4
+
+		m.detailsViewport.Width = m.terminalWidth - 4
+		m.detailsViewport.Height = halfHeight
+		m.mainTable.SetHeight(halfHeight - 2)
+
+	case tea.KeyMsg:
+		switch {
+		case key.Matches(msg, m.keys.Up):
+			m.lastKey = "↑"
+		case key.Matches(msg, m.keys.Down):
+			m.lastKey = "↓"
+		case key.Matches(msg, m.keys.Left):
+			m.lastKey = "←"
+		case key.Matches(msg, m.keys.Right):
+			m.lastKey = "→"
+		case key.Matches(msg, m.keys.Help):
+			m.help.ShowAll = !m.help.ShowAll
+		case key.Matches(msg, m.keys.Tab):
+			// Switch focus between the the three viewports by cycling focusSelector between 0, 1, and 2
+			m.focusSelector = (m.focusSelector + 1) % 3
+			//m.focusOnTable = !m.focusOnTable
+		// add a case for shift and tab at the same time to to cycle the focusSelector backwards between 0, 1, and 2
+		case key.Matches(msg, m.keys.ShiftTab):
+			m.focusSelector = (m.focusSelector - 1) % 3
+
+		case key.Matches(msg, m.keys.Quit):
+			m.quitting = true
+			return m, tea.Quit
+		}
+
+		//var detailsData map[int]string
+		//var mainTable table.Model
+		var err error
+		var awsCurrentRow int
+		var mainCurrentRow int
+		switch m.focusSelector {
+		case 0:
+			m.awsAccountsTable, cmd = m.awsAccountsTable.Update(msg)
+			m.awsAccountsViewport.SetContent(m.awsAccountsTable.View())
+			awsCurrentRow = m.awsAccountsTable.Cursor()
+			if m.awsSelectedRow != awsCurrentRow {
+				m.awsSelectedRow = awsCurrentRow
+				// Update the viewport content based on the newly selected row
+				// Load the file for the selected account and show the file content in the main table
+				m.mainTable, m.detailsData, err = getRecordsForAccount(m.preloadedData.Files[m.awsAccountsTable.Rows()[awsCurrentRow][0]])
+				if err != nil {
+					// Handle error
+					break
+				}
+				m.mainTable.SetStyles(s)
+				m.mainTableViewport.SetContent(m.mainTable.View())
+				m.detailsViewport.SetContent(m.detailsData[0])
+
+			}
+		case 1:
+			m.mainTable, cmd = m.mainTable.Update(msg)
+			// Check if the selected row has changed
+			m.mainTableViewport.SetContent(m.mainTable.View())
+
+			mainCurrentRow = m.mainTable.Cursor()
+			if m.mainSelectedRow != mainCurrentRow {
+				m.mainSelectedRow = mainCurrentRow
+				// Update the viewport content based on the newly selected row
+				if detail, ok := m.detailsData[m.mainSelectedRow]; ok {
+					m.detailsViewport.SetContent(detail)
+				} else {
+					m.detailsViewport.SetContent(fmt.Sprintf("No details available for main row %d (aws row %d)", m.mainSelectedRow, m.awsSelectedRow))
+				}
+			}
+		case 2:
+			m.detailsViewport, cmd = m.detailsViewport.Update(msg)
+		}
+	}
+	return m, cmd
+}
+
+func (m model) View() string {
+	// Define styles for active and inactive viewports
+	activeBorderStyle := lipgloss.NewStyle().
+		BorderStyle(lipgloss.NormalBorder()).
+		BorderForeground(lipgloss.Color("#00FFFF")). // Cyan for active
+		Padding(0)
+	activeBorderStyle.PaddingLeft(1)
+	activeBorderStyle.PaddingRight(1)
+
+	inactiveBorderStyle := lipgloss.NewStyle().
+		BorderStyle(lipgloss.NormalBorder()).
+		BorderForeground(lipgloss.Color("#808080")). // Gray for inactive
+		Padding(0)
+	inactiveBorderStyle.PaddingLeft(1)
+	inactiveBorderStyle.PaddingRight(1)
+
+	// Conditionally apply border styles based on focus
+	awsTableViewStyle := activeBorderStyle
+	m.awsAccountsTable.SetStyles(m.defaultTableStyle)
+	tableViewStyle := inactiveBorderStyle
+	m.mainTable.SetStyles(m.defaultTableStyle)
+	detailsViewStyle := inactiveBorderStyle
+
+	switch m.focusSelector {
+	case 0:
+		awsTableViewStyle = activeBorderStyle
+		m.awsAccountsTable.SetStyles(m.defaultTableStyle)
+		tableViewStyle = inactiveBorderStyle
+		detailsViewStyle = inactiveBorderStyle
+	case 1:
+		awsTableViewStyle = inactiveBorderStyle
+		tableViewStyle = activeBorderStyle
+		m.mainTable.SetStyles(m.defaultTableStyle)
+		detailsViewStyle = inactiveBorderStyle
+	case 2:
+		awsTableViewStyle = inactiveBorderStyle
+		tableViewStyle = inactiveBorderStyle
+		detailsViewStyle = activeBorderStyle
+	}
+
+	// Render the table and details viewports with their styles (adjust based on focus)
+	awsAccountsView := awsTableViewStyle.Render(m.awsAccountsViewport.View())
+	tableView := tableViewStyle.Render(m.mainTableViewport.View())
+	detailsView := detailsViewStyle.Render(m.detailsViewport.View())
+
+	// Combine all views
+	fullView := lipgloss.JoinVertical(lipgloss.Top, awsAccountsView, tableView, detailsView)
+
+	helpView := m.help.View(m.keys)
+
+	return fmt.Sprintf("%s\n%s", fullView, helpView)
+}
+
+func calculateMaxWidths(rows []table.Row) []int {
+
+	var maxWidths []int
+	// make sure the length of the rows is greater than 0
+
+	if len(rows) > 0 {
+		maxWidths = make([]int, len(rows[0]))
+	} else {
+		maxWidths = []int{30, 30, 30, 30}
+	}
+
+	for _, row := range rows {
+		for i, cell := range row {
+			if len(cell) > maxWidths[i] {
+				maxWidths[i] = len(cell)
+			}
+		}
+	}
+
+	return maxWidths
+
+}
+
+func (m model) footerView() string {
+	info := infoStyle.Render(fmt.Sprintf("%3.f%%", m.detailsViewport.ScrollPercent()*100))
+	line := strings.Repeat("─", max(0, m.detailsViewport.Width-lipgloss.Width(info)))
+	return lipgloss.JoinHorizontal(lipgloss.Center, line, info)
+}
+
+func max(a, b int) int {
+	if a > b {
+		return a
+	}
+	return b
+}
+
+func loadFileRecords(filePath string) (*PerAccountData, error) {
+	// Open the file
+	file, err := os.Open(filePath)
+	if err != nil {
+		return nil, err
+	}
+	defer file.Close()
+
+	// Decode the JSON data
+	var records []CapeJSON
+	decoder := json.NewDecoder(file)
+	if err := decoder.Decode(&records); err != nil {
+		return nil, err
+	}
+
+	// Return a new FileRecords instance
+	return &PerAccountData{
+		FilePath:     filePath,
+		PrivescPaths: records,
+	}, nil
+}
+
+func preloadData(filePaths []string) (*AllAccountData, error) {
+	appData := &AllAccountData{
+		Files: make(map[string]*PerAccountData),
+	}
+
+	for _, filePath := range filePaths {
+		fileRecords, err := loadFileRecords(filePath)
+		if err != nil {
+			return nil, err
+		}
+		appData.Files[filePath] = fileRecords
+	}
+
+	return appData, nil
+}
+
+func getRecordsForAccount(preloadedData *PerAccountData) (table.Model, map[int]string, error) {
+	// lets load the records for the first file in the list
+
+	records := preloadedData.PrivescPaths
+	if len(records) < 1 {
+		mainTable := table.New(
+			table.WithColumns([]table.Column{
+				{Title: "Account", Width: 30},
+				{Title: "Source", Width: 30},
+				{Title: "Target", Width: 30},
+				{Title: "isTargetAdmin", Width: 30},
+			}),
+			table.WithRows([]table.Row{{"No records found", "", "", ""}}),
+			table.WithFocused(true),
+		)
+		return mainTable, nil, nil
+
+	}
+
+	// Prepare rows for the table and data for the right view
+	rows := make([]table.Row, 0, len(records)-1)
+	detailsData := make(map[int]string)  // Initialize the map for the fourth column's data
+	for i, record := range records[1:] { // Skip the header row
+		rows = append(rows, table.Row{record.Account, record.Source, record.Target, record.IsTargetAdmin})
+		detailsData[i] = expandDetailsData(record.Summary)
+	}
+
+	// Calculate max widths
+	maxWidths := calculateMaxWidths(rows)
+
+	// Define columns with calculated widths
+	columns := make([]table.Column, len(maxWidths))
+	colNames := []string{}
+	for _, header := range []string{"Account", "Source", "Target", "isTargetAdmin"} {
+		colNames = append(colNames, header)
+	}
+
+	for i, width := range maxWidths {
+		colName := colNames[i]
+		// if column name width is greater than the calculated width, use the column name width
+		if len(colName) > width {
+			width = len(colName)
+		}
+		columns[i] = table.Column{
+			Title: colName,
+			Width: width,
+		}
+	}
+
+	mainTable := table.New(
+		table.WithColumns(columns),
+		table.WithRows(rows),
+		table.WithFocused(true),
+	)
+	return mainTable, detailsData, nil
+}
+
+func CapeTUI(outputFiles []string) {
+
+	preloadData, err := preloadData(outputFiles)
+	if err != nil {
+		fmt.Printf("Error preloading data: %s\n", err)
+		fmt.Println("Either remove this profile from the list of profiles, or make sure cape can run successfully for this profile")
+		os.Exit(1)
+	}
+
+	var awsAccountsRows []table.Row
+	for _, file := range preloadData.Files {
+		// Extract a user-friendly account name from the file path if needed
+		// For simplicity, here we use the file path itself
+		awsAccountsRows = append(awsAccountsRows, table.Row{file.FilePath})
+	}
+
+	mainTable, detailsData, err := getRecordsForAccount(preloadData.Files[outputFiles[0]])
+
+	s := table.DefaultStyles()
+	s.Header = s.Header.
+		BorderStyle(lipgloss.NormalBorder()).
+		BorderForeground(lipgloss.Color("240")).
+		BorderBottom(true).
+		Bold(false)
+	s.Selected = s.Selected.
+		Foreground(lipgloss.Color("229")).
+		Background(lipgloss.Color("57")).
+		Bold(false)
+
+	awsAccountsWidth := calculateMaxWidths(awsAccountsRows)
+	awsAccountsTable := table.New(
+		table.WithColumns([]table.Column{
+			{Title: "AWS Accounts", Width: awsAccountsWidth[0]},
+		}),
+		table.WithRows(awsAccountsRows),
+		table.WithFocused(true), // Initially unfocused
+	)
+
+	awsAccountsTable.SetStyles(s)
+	awsAccountsViewport := viewport.New(0, 0)               // Initialize with 0 size; will be updated
+	awsAccountsViewport.SetContent(awsAccountsTable.View()) // Set initial content
+
+	mainTable.SetStyles(s)
+	mainTableViewport := viewport.New(0, 0)        // Initialize with 0 size; it will be updated
+	mainTableViewport.SetContent(mainTable.View()) // Set the initial content of the table viewport
+
+	// Initialize viewport for details view
+	detailsViewportModel := viewport.New(0, 0) // Size will be set based on terminal size in Update
+	// show the first row's details by default
+	detailsViewportModel.SetContent(detailsData[0])
+
+	m := model{
+		preloadedData:       preloadData,
+		awsAccountsTable:    awsAccountsTable,
+		awsAccountsViewport: awsAccountsViewport,
+		mainTable:           mainTable,
+		mainTableViewport:   mainTableViewport,
+		detailsData:         detailsData,
+		detailsViewport:     detailsViewportModel,
+
+		//focusOnTable:  true,
+		focusSelector:     0,
+		mainSelectedRow:   0, // Initialize selectedRow with an invalid index
+		awsSelectedRow:    0,
+		defaultTableStyle: s,
+		keys:              keys,
+		help:              help.New(),
+	}
+
+	p := tea.NewProgram(m)
+	if err := p.Start(); err != nil {
+		fmt.Printf("Error starting program: %s\n", err)
+		os.Exit(1)
+	}
+}
+
+// keyMap defines a set of keybindings. To work for help it must satisfy
+// key.Map. It could also very easily be a map[string]key.Binding.
+type keyMap struct {
+	Up       key.Binding
+	Down     key.Binding
+	Left     key.Binding
+	Right    key.Binding
+	Help     key.Binding
+	Quit     key.Binding
+	Tab      key.Binding
+	ShiftTab key.Binding
+}
+
+// ShortHelp returns keybindings to be shown in the mini help view. It's part
+// of the key.Map interface.
+func (k keyMap) ShortHelp() []key.Binding {
+	return []key.Binding{k.Tab, k.ShiftTab, k.Up, k.Down, k.Help, k.Quit}
+}
+
+// FullHelp returns keybindings for the expanded help view. It's part of the
+// key.Map interface.
+func (k keyMap) FullHelp() [][]key.Binding {
+	return [][]key.Binding{
+		{k.Up, k.Down, k.Left, k.Right},     // first column
+		{k.Tab, k.ShiftTab, k.Help, k.Quit}, // second column
+	}
+}
+
+var keys = keyMap{
+	Up: key.NewBinding(
+		key.WithKeys("up", "k"),
+		key.WithHelp("↑/k", "move up"),
+	),
+	Down: key.NewBinding(
+		key.WithKeys("down", "j"),
+		key.WithHelp("↓/j", "move down"),
+	),
+	Left: key.NewBinding(
+		key.WithKeys("left", "h"),
+		key.WithHelp("←/h", "move left"),
+	),
+	Right: key.NewBinding(
+		key.WithKeys("right", "l"),
+		key.WithHelp("→/l", "move right"),
+	),
+	Help: key.NewBinding(
+		key.WithKeys("?"),
+		key.WithHelp("?", "toggle help"),
+	),
+	Quit: key.NewBinding(
+		key.WithKeys("q", "esc", "ctrl+c"),
+		key.WithHelp("q", "quit"),
+	),
+	Tab: key.NewBinding(
+		key.WithKeys("tab"),
+		key.WithHelp("tab", "Switch window focus"),
+	),
+	ShiftTab: key.NewBinding(
+		key.WithKeys("shift+tab"),
+		key.WithHelp("shift+tab", "Switch window focus"),
+	),
+}
+
+func expandDetailsData(input string) string {
+	output := ""
+	lines := strings.Split(input, "\n")
+
+	for _, line := range lines {
+		var hop, option int
+		var rest string
+
+		// Use Sscanf to extract hop and option values
+		n, err := fmt.Sscanf(line, "[Hop: %d] [Option: %d]", &hop, &option)
+		if err != nil || n != 2 {
+			fmt.Printf("Error parsing line, expected 2 got %d: %v\n", n, err)
+			continue
+		}
+
+		// Extract the rest of the line manually
+		restIndex := strings.Index(line, "]") + 1
+		restIndex = strings.Index(line[restIndex:], "]") + restIndex + 1
+		if restIndex > 1 && restIndex < len(line) {
+			rest = line[restIndex+1:] // +1 to skip the space after the second ]
+		}
+
+		// Construct the formatted output
+		formattedLine := fmt.Sprintf("[Hop: %d][Option: %d]\n\t%s\n\n", hop, option, rest)
+		output += formattedLine
+	}
+
+	return output
+
+}

aws/cape.go

@@ -0,0 +1,981 @@
+package aws
+
+import (
+	"fmt"
+	"path/filepath"
+	"strings"
+
+	"github.com/BishopFox/cloudfox/internal"
+	"github.com/BishopFox/cloudfox/internal/aws/policy"
+	"github.com/BishopFox/cloudfox/internal/common"
+	"github.com/aws/aws-sdk-go-v2/aws"
+	"github.com/aws/aws-sdk-go-v2/service/iam/types"
+	"github.com/aws/aws-sdk-go-v2/service/sts"
+	"github.com/bishopfox/knownawsaccountslookup"
+	"github.com/dominikbraun/graph"
+	"github.com/sirupsen/logrus"
+	"github.com/spf13/cobra"
+)
+
+type CapeCommand struct {
+
+	// General configuration data
+	Cmd                 cobra.Command
+	Caller              sts.GetCallerIdentityOutput
+	AWSRegions          []string
+	Goroutines          int
+	AWSProfile          string
+	WrapTable           bool
+	AWSOutputType       string
+	AWSTableCols        string
+	Verbosity           int
+	AWSOutputDirectory  string
+	AWSConfig           aws.Config
+	Version             string
+	SkipAdminCheck      bool
+	GlobalGraph         graph.Graph[string, string]
+	PmapperDataBasePath string
+	AnalyzedAccounts    map[string]CapeJobInfo
+	CapeAdminOnly       bool
+	AccountsNotAnalyzed []string
+
+	output internal.OutputData2
+	modLog *logrus.Entry
+}
+
+type CapeJobInfo struct {
+	AccountID            string
+	Profile              string
+	AnalyzedSuccessfully bool
+	AdminOnlyAnalysis    bool
+	Source               string
+}
+
+func (m *CapeCommand) RunCapeCommand() {
+
+	// These struct values are used by the output module
+	m.output.Verbosity = m.Verbosity
+	m.output.Directory = m.AWSOutputDirectory
+	m.output.CallingModule = "cape"
+	m.modLog = internal.TxtLog.WithFields(logrus.Fields{
+		"module": m.output.CallingModule,
+	})
+	if m.AWSProfile == "" {
+		m.AWSProfile = internal.BuildAWSPath(m.Caller)
+	}
+	m.output.FilePath = filepath.Join(m.AWSOutputDirectory, "cloudfox-output", "aws", fmt.Sprintf("%s-%s", m.AWSProfile, aws.ToString(m.Caller.Account)))
+
+	o := internal.OutputClient{
+		Verbosity:     m.Verbosity,
+		CallingModule: m.output.CallingModule,
+		Table: internal.TableClient{
+			Wrap: m.WrapTable,
+		},
+	}
+
+	o.PrefixIdentifier = m.AWSProfile
+	o.Table.DirectoryName = filepath.Join(m.AWSOutputDirectory, "cloudfox-output", "aws", fmt.Sprintf("%s-%s", m.AWSProfile, aws.ToString(m.Caller.Account)))
+
+	// Table #1: Inbound Privilege Escalation Paths
+	fmt.Printf("[%s][%s] Printing inbound privesc paths for account: %s\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), aws.ToString(m.Caller.Account))
+	if !m.CapeAdminOnly {
+		fmt.Printf("[%s][%s] This can take a really long time if the number of vertices/edges is in the thousands. Consider stopping here and re-running cape with --admin-only to speed this step up!\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
+	} else {
+		fmt.Printf("[%s][%s] This can take a really long time if the number of vertices/edges is in the thousands.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
+	}
+
+	header, body, _ := m.generateInboundPrivEscTableData()
+
+	var fileName string
+	if m.CapeAdminOnly {
+		fileName = "inbound-privesc-paths-admin-targets-only"
+	} else {
+		fileName = "inbound-privesc-paths-all-targets"
+	}
+
+	o.Table.TableFiles = append(o.Table.TableFiles, internal.TableFile{
+		Header: header,
+		Body:   body,
+		//TableCols:         tableCols,
+		Name:              fileName,
+		SkipPrintToScreen: false,
+	})
+
+	// // Table #2: Outbound Privilege Escalation Paths
+	// header, body, tableCols := m.generateOutBoundPrivEscTable()
+	// o.Table.TableFiles = append(o.Table.TableFiles, internal.TableFile{
+	// 	Header:            header,
+	// 	Body:              body,
+	// 	TableCols:         tableCols,
+	// 	Name:              "outbound-privesc-paths",
+	// 	SkipPrintToScreen: false,
+	// })
+
+	o.WriteFullOutput(o.Table.TableFiles, nil)
+	fmt.Println("The following accounts are trusted by this account, but were not analyzed as part of this run.")
+	fmt.Println("As a result, we cannot determine which principals in these accounts have permission to assume roles in this account.")
+	// for account := range m.AnalyzedAccounts {
+	// 	if m.AnalyzedAccounts[account].AnalyzedSuccessfully == false {
+	// 		fmt.Println("\t\t" + account)
+	// 	}
+	// }
+	for _, account := range m.AccountsNotAnalyzed {
+		fmt.Println("\t\t" + account)
+	}
+
+}
+
+func (m *CapeCommand) generateInboundPrivEscTableData() ([]string, [][]string, []string) {
+	var body [][]string
+	var tableCols []string
+	var header []string
+	header = []string{
+		"Account",
+		"Source",
+		"Target",
+		"isTargetAdmin",
+		"Summary",
+	}
+
+	// If the user specified table columns, use those.
+	// If the user specified -o wide, use the wide default cols for this module.
+	// Otherwise, use the hardcoded default cols for this module.
+
+	// If the user specified table columns, use those.
+	if m.AWSTableCols != "" {
+		tableCols = strings.Split(m.AWSTableCols, ",")
+		// If the user specified wide as the output format, use these columns.
+	} else if m.AWSOutputType == "wide" {
+		tableCols = []string{
+			"Account",
+			"Source",
+			"Target",
+			"isTargetAdmin",
+			"Summary",
+		}
+		// Otherwise, use these columns.
+	} else {
+		tableCols = []string{
+			"Source",
+			"Target",
+			"isTargetAdmin",
+			"Summary",
+		}
+	}
+
+	var privescPathsBody [][]string
+
+	allGlobalNodes, _ := m.GlobalGraph.AdjacencyMap()
+	for destination := range allGlobalNodes {
+		d, destinationVertexWithProperties, _ := m.GlobalGraph.VertexWithProperties(destination)
+
+		// if the user specified the CapeAdminOnly flag, then we only want to show paths to admin roles
+		if m.CapeAdminOnly {
+			// if the user specified the CapeAdminOnly flag, then we only want to show paths to admin roles
+			if destinationVertexWithProperties.Attributes["IsAdminString"] == "Yes" {
+				//for the destination vertex, we only want to deal with the ones that are in this account
+				if destinationVertexWithProperties.Attributes["AccountID"] == aws.ToString(m.Caller.Account) {
+					privescPathsBody = m.findPathsToThisDestination(allGlobalNodes, d, destinationVertexWithProperties)
+					body = append(body, privescPathsBody...)
+				}
+			}
+		} else {
+			//for the destination vertex, we only want to deal with the ones that are in this account
+			if destinationVertexWithProperties.Attributes["AccountID"] == aws.ToString(m.Caller.Account) {
+				privescPathsBody := m.findPathsToThisDestination(allGlobalNodes, d, destinationVertexWithProperties)
+				body = append(body, privescPathsBody...)
+			}
+		}
+	}
+	body = append(body, privescPathsBody...)
+	return header, body, tableCols
+
+}
+
+func (m *CapeCommand) findPathsToThisDestination(allGlobalNodes map[string]map[string]graph.Edge[string], d string, destinationVertexWithProperties graph.VertexProperties) [][]string {
+	var privescPathsBody [][]string
+	var paths string
+	// now let's look at every other vertex and see if it has a path to this destination
+	for source := range allGlobalNodes {
+		s, sourceVertexWithProperties, _ := m.GlobalGraph.VertexWithProperties(source)
+		//for the source vertex, we only want to deal with the ones that are NOT in this account
+		if sourceVertexWithProperties.Attributes["AccountID"] != aws.ToString(m.Caller.Account) {
+			// now let's see if there is a path from this source to our destination
+			path, _ := graph.ShortestPath(m.GlobalGraph, s, d)
+			// if we have a path, then lets document this source as having a path to our destination
+			if path != nil {
+				if s != d {
+					fmt.Printf("[%s][%s] Found a path from %s to %s\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), s, d)
+
+					// check to see if the source account was analyzed. If not, lets add it to the list of accounts that were not analyzed
+					if strings.Contains(s, "Not analyzed/in-scope") {
+						// add it to the m.AccountsNotAnalyzed if it doesn't already exist
+						if !internal.Contains(s, m.AccountsNotAnalyzed) {
+							m.AccountsNotAnalyzed = append(m.AccountsNotAnalyzed, s)
+						}
+
+					}
+
+					paths = ""
+					// if we got here there's a path. Lets print the reason and the short reason for each edge in the path to the screen
+					// and then lets print the full path to the screen
+					for i := 0; i < len(path)-1; i++ {
+						thisEdge, _ := m.GlobalGraph.Edge(path[i], path[i+1])
+						j := 0
+						for _, value := range thisEdge.Properties.Attributes {
+							value = strings.ReplaceAll(value, ",", " and")
+							paths += fmt.Sprintf("[Hop: %d] [Option: %d] [%s] [%s] [%s]\n", i, j, thisEdge.Source, value, thisEdge.Target)
+							j++
+						}
+					}
+
+					//trim the last newline from csvPaths
+					paths = strings.TrimSuffix(paths, "\n")
+					if destinationVertexWithProperties.Attributes["IsAdminString"] == "Yes" {
+						privescPathsBody = append(privescPathsBody, []string{
+							aws.ToString(m.Caller.Account),
+							s,
+							magenta(d),
+							magenta(destinationVertexWithProperties.Attributes["IsAdminString"]),
+							paths})
+					} else {
+						privescPathsBody = append(privescPathsBody, []string{
+							aws.ToString(m.Caller.Account),
+							s,
+							d,
+							destinationVertexWithProperties.Attributes["IsAdminString"],
+							paths})
+					}
+				}
+			}
+		}
+	}
+	return privescPathsBody
+}
+
+func ConvertIAMRoleToNode(role types.Role, vendors *knownawsaccountslookup.Vendors, analyzedAccounts map[string]CapeJobInfo) Node {
+	//var isAdmin, canPrivEscToAdmin string
+
+	accountId := strings.Split(aws.ToString(role.Arn), ":")[4]
+	trustsdoc, err := policy.ParseRoleTrustPolicyDocument(role)
+	if err != nil {
+		internal.TxtLog.Error(err.Error())
+		return Node{}
+	}
+
+	var TrustedPrincipals []TrustedPrincipal
+	var TrustedServices []TrustedService
+	var TrustedFederatedProviders []TrustedFederatedProvider
+	//var TrustedFederatedSubjects string
+	var trustedProvider string
+	var trustedSubjects []string
+	var vendorName string
+	var isAnalyzedAccount bool
+
+	for _, statement := range trustsdoc.Statement {
+		for _, principal := range statement.Principal.AWS {
+			if strings.Contains(principal, ":root") {
+				//check to see if the trustedRootAccountID is known
+				trustedRootAccountID := strings.Split(principal, ":")[4]
+				vendorName = vendors.GetVendorNameFromAccountID(trustedRootAccountID)
+				// check to see if trustedRootAccountID is in the m.AnalyzedAccounts map
+				if _, ok := analyzedAccounts[trustedRootAccountID]; ok {
+					isAnalyzedAccount = analyzedAccounts[trustedRootAccountID].AnalyzedSuccessfully
+				} else {
+					isAnalyzedAccount = false
+				}
+
+			}
+
+			TrustedPrincipals = append(TrustedPrincipals, TrustedPrincipal{
+				TrustedPrincipal: principal,
+				ExternalID:       statement.Condition.StringEquals.StsExternalID,
+				VendorName:       vendorName,
+				//IsAdmin:           false,
+				//CanPrivEscToAdmin: false,
+				AccountIsInAnalyzedAccountList: isAnalyzedAccount,
+			})
+
+		}
+		for _, service := range statement.Principal.Service {
+			TrustedServices = append(TrustedServices, TrustedService{
+				TrustedService: service,
+				AccountID:      accountId,
+				//IsAdmin:           false,
+				//CanPrivEscToAdmin: false,
+			})
+
+		}
+		for _, federated := range statement.Principal.Federated {
+			// provider accountID
+			//accountId := strings.Split(federated, ":")[4]
+
+			trustedProvider, trustedSubjects = parseFederatedTrustPolicy(statement)
+			TrustedFederatedProviders = append(TrustedFederatedProviders, TrustedFederatedProvider{
+				TrustedFederatedProvider: federated,
+				ProviderShortName:        trustedProvider,
+				//ProviderAccountId:        accountId,
+				TrustedSubjects: trustedSubjects,
+				//IsAdmin:                  false,
+				//CanPrivEscToAdmin:        false,
+			})
+		}
+	}
+
+	node := Node{
+		Arn:                       aws.ToString(role.Arn),
+		Type:                      "Role",
+		AccountID:                 accountId,
+		Name:                      aws.ToString(role.RoleName),
+		TrustsDoc:                 trustsdoc,
+		TrustedPrincipals:         TrustedPrincipals,
+		TrustedServices:           TrustedServices,
+		TrustedFederatedProviders: TrustedFederatedProviders,
+	}
+
+	return node
+}
+
+func ConvertIAMUserToNode(user types.User) Node {
+	accountId := strings.Split(aws.ToString(user.Arn), ":")[4]
+	node := Node{
+		Arn:       aws.ToString(user.Arn),
+		Type:      "User",
+		AccountID: accountId,
+		Name:      aws.ToString(user.UserName),
+	}
+
+	return node
+}
+
+func FindVerticesInRoleTrust(a Node, vendors *knownawsaccountslookup.Vendors) []Node {
+
+	var newNodes []Node
+
+	// get thisAccount id from role arn
+	// var thisAccount string
+	// if len(a.Arn) >= 25 {
+	// 	thisAccount = a.Arn[13:25]
+	// } else {
+	// 	fmt.Sprintf("Could not get account number from this role arn%s", a.Arn)
+	// }
+
+	for _, TrustedPrincipal := range a.TrustedPrincipals {
+		//get account id from the trusted principal arn
+		var trustedPrincipalAccount string
+		if len(TrustedPrincipal.TrustedPrincipal) >= 25 {
+			trustedPrincipalAccount = TrustedPrincipal.TrustedPrincipal[13:25]
+		} else {
+			fmt.Sprintf("Could not get account number from this TrustedPrincipal%s", TrustedPrincipal.TrustedPrincipal)
+		}
+
+		// If the role trusts a principal in this account or another account using the :root notation, then we need to iterate over all of the rows in AllPermissionsRows to find the principals that have sts:AssumeRole permissions on this role
+		// if the role we are looking at trusts root in it's own account
+
+		// if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf("%s:root", thisAccount)) {
+
+		// 	newNodes = append(newNodes, Node{
+		// 		Arn:       a.Arn,
+		// 		Type:      "Account",
+		// 		AccountID: a.AccountID,
+		// 		Name:      a.Name,
+		// 	})
+
+		// } else
+
+		if strings.Contains(TrustedPrincipal.TrustedPrincipal, ":root") && TrustedPrincipal.VendorName != "" {
+			// First lets take care of vendor accounts
+			newNodes = append(newNodes, Node{
+				Arn: fmt.Sprintf("%s [%s]", TrustedPrincipal.VendorName, TrustedPrincipal.TrustedPrincipal),
+				//Arn:        TrustedPrincipal.VendorName,
+				Type:       "Account",
+				AccountID:  trustedPrincipalAccount,
+				Name:       TrustedPrincipal.VendorName,
+				VendorName: TrustedPrincipal.VendorName,
+			})
+
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, ":root") && !TrustedPrincipal.AccountIsInAnalyzedAccountList {
+			// Next lets take care of accounts that are not in the analyzed account list and add the full :root as the node
+
+			newNodes = append(newNodes, Node{
+				Arn:       fmt.Sprintf("%s [Not analyzed/in-scope]", TrustedPrincipal.TrustedPrincipal),
+				Type:      "Account",
+				AccountID: trustedPrincipalAccount,
+			})
+
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, ":root") && TrustedPrincipal.VendorName == "" {
+			// Now with those out of the way, lets take care of the accounts that are in the analyzed account list
+			newNodes = append(newNodes, Node{
+				Arn:       TrustedPrincipal.TrustedPrincipal,
+				Type:      "Account",
+				AccountID: trustedPrincipalAccount,
+			})
+
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf(":user")) {
+			newNodes = append(newNodes, Node{
+				Arn:       TrustedPrincipal.TrustedPrincipal,
+				Type:      "User",
+				AccountID: trustedPrincipalAccount,
+			})
+
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf(":role")) {
+			newNodes = append(newNodes, Node{
+				Arn:       TrustedPrincipal.TrustedPrincipal,
+				Type:      "Role",
+				AccountID: trustedPrincipalAccount,
+			})
+
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf(":group")) {
+			newNodes = append(newNodes, Node{
+				Arn:       TrustedPrincipal.TrustedPrincipal,
+				Type:      "Group",
+				AccountID: trustedPrincipalAccount,
+			})
+
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf(":assumed-role")) {
+			newNodes = append(newNodes, Node{
+				Arn:       TrustedPrincipal.TrustedPrincipal,
+				Type:      "AssumedRole",
+				AccountID: trustedPrincipalAccount,
+			})
+		}
+	}
+	// pmapper takes care of this part so commenting out for now - but leaving as a placeholder
+	// for _, TrustedService := range a.TrustedServices {
+	// 	// make relationship from trusted service to this role of type can assume
+	// 	// make relationship from this role to trusted service of type can be assumed by
+	// }
+
+	for _, TrustedFederatedProvider := range a.TrustedFederatedProviders {
+		// make relationship from trusted federated provider to this role of type can assume
+
+		var providerAndSubject string
+		for _, trustedSubject := range TrustedFederatedProvider.TrustedSubjects {
+			if trustedSubject == "Not applicable" {
+				providerAndSubject = TrustedFederatedProvider.ProviderShortName
+			} else {
+				//providerAndSubject = TrustedFederatedProvider.ProviderShortName + ":" + trustedSubject
+				providerAndSubject = fmt.Sprintf("%s [%s]", TrustedFederatedProvider.ProviderShortName, trustedSubject)
+			}
+			//fmt.Println("TrustedFederatedProvider: ", TrustedFederatedProvider.TrustedFederatedProvider)
+			// if the TrustedFederatedProvider.TrustedFederatedProvider is an arn (check to see if it has at least 4 semicolons), grab the account id. Otherwise, use a.AccountID
+			var accountID string
+			if strings.Count(TrustedFederatedProvider.TrustedFederatedProvider, ":") >= 4 {
+				accountID = strings.Split(TrustedFederatedProvider.TrustedFederatedProvider, ":")[4]
+			} else {
+				accountID = a.AccountID
+			}
+
+			newNodes = append(newNodes, Node{
+				Arn:       providerAndSubject,
+				Name:      TrustedFederatedProvider.ProviderShortName,
+				Type:      "FederatedIdentity",
+				AccountID: accountID,
+			})
+		}
+
+	}
+
+	return newNodes
+}
+
+func MergeNodes(nodes []Node) []Node {
+	nodeMap := make(map[string]Node)
+
+	for _, node := range nodes {
+		existingNode, exists := nodeMap[node.Arn]
+		if exists {
+			// fmt.Println("Found a duplicate node: %s, merging", node.Arn)
+			// fmt.Println("Existing node: %v", existingNode)
+			// fmt.Println("New node: %v", node)
+
+			mergedNode := mergeNodeData(existingNode, node)
+			nodeMap[node.Arn] = mergedNode
+			//fmt.Println("Merged node: %v", mergedNode)
+		} else {
+			nodeMap[node.Arn] = node
+		}
+	}
+
+	var mergedNodes []Node
+	for _, node := range nodeMap {
+		mergedNodes = append(mergedNodes, node)
+	}
+
+	return mergedNodes
+}
+
+func mergeNodeData(existingNode Node, newNode Node) Node {
+	if existingNode.Arn == "" {
+		existingNode.Arn = newNode.Arn
+	} else {
+		existingNode.Arn = existingNode.Arn
+	}
+	if existingNode.Name == "" {
+		existingNode.Name = newNode.Name
+	} else {
+		existingNode.Name = existingNode.Name
+	}
+	if existingNode.Type == "" {
+		existingNode.Type = newNode.Type
+	} else {
+		existingNode.Type = existingNode.Type
+	}
+	if existingNode.AccountID == "" {
+		existingNode.AccountID = newNode.AccountID
+	} else {
+		existingNode.AccountID = existingNode.AccountID
+	}
+	if existingNode.CanPrivEscToAdminString == "" {
+		existingNode.CanPrivEscToAdminString = newNode.CanPrivEscToAdminString
+	} else {
+		existingNode.CanPrivEscToAdminString = existingNode.CanPrivEscToAdminString
+	}
+	if existingNode.IsAdminString == "" {
+		existingNode.IsAdminString = newNode.IsAdminString
+	} else {
+		existingNode.IsAdminString = existingNode.IsAdminString
+	}
+	if existingNode.VendorName == "" {
+		existingNode.VendorName = newNode.VendorName
+	} else {
+		existingNode.VendorName = existingNode.VendorName
+	}
+	if existingNode.AccessKeys == 0 {
+		existingNode.AccessKeys = newNode.AccessKeys
+	} else {
+		existingNode.AccessKeys = existingNode.AccessKeys
+	}
+	if existingNode.ActivePassword == false {
+		existingNode.ActivePassword = newNode.ActivePassword
+	} else {
+		existingNode.ActivePassword = existingNode.ActivePassword
+	}
+	if existingNode.HasMfa == false {
+		existingNode.HasMfa = newNode.HasMfa
+	} else {
+		existingNode.HasMfa = existingNode.HasMfa
+	}
+	if existingNode.PathToAdmin == false {
+		existingNode.PathToAdmin = newNode.PathToAdmin
+	} else {
+		existingNode.PathToAdmin = existingNode.PathToAdmin
+	}
+	if existingNode.AttachedPolicies == nil {
+		existingNode.AttachedPolicies = newNode.AttachedPolicies
+	} else {
+		existingNode.AttachedPolicies = existingNode.AttachedPolicies
+	}
+	if existingNode.TrustedFederatedProviders == nil {
+		existingNode.TrustedFederatedProviders = newNode.TrustedFederatedProviders
+	} else {
+		existingNode.TrustedFederatedProviders = existingNode.TrustedFederatedProviders
+	}
+	if existingNode.TrustedPrincipals == nil {
+		existingNode.TrustedPrincipals = newNode.TrustedPrincipals
+	} else {
+		existingNode.TrustedPrincipals = existingNode.TrustedPrincipals
+	}
+	if existingNode.TrustedServices == nil {
+		existingNode.TrustedServices = newNode.TrustedServices
+	} else {
+		existingNode.TrustedServices = existingNode.TrustedServices
+	}
+	// if existingNode.TrustsDoc.Statement == nil {
+	// 	existingNode.TrustsDoc = newNode.TrustsDoc
+	// } else {
+	// }
+	return existingNode
+}
+
+func (a *Node) MakeRoleEdges(GlobalGraph graph.Graph[string, string]) {
+
+	// get thisAccount id from role arn
+	var thisAccount string
+	if len(a.Arn) >= 25 {
+		thisAccount = a.Arn[13:25]
+	} else {
+		fmt.Sprintf("Could not get account number from this role arn%s", a.Arn)
+	}
+
+	for _, TrustedPrincipal := range a.TrustedPrincipals {
+		//get account id from the trusted principal arn
+		var trustedPrincipalAccount string
+		if len(TrustedPrincipal.TrustedPrincipal) >= 25 {
+			trustedPrincipalAccount = TrustedPrincipal.TrustedPrincipal[13:25]
+		} else {
+			fmt.Sprintf("Could not get account number from this TrustedPrincipal%s", TrustedPrincipal.TrustedPrincipal)
+		}
+		var PermissionsRowAccount string
+
+		// if the role trusts a principal in this same account explicitly, then the principal can assume the role
+		if thisAccount == trustedPrincipalAccount {
+			// make a CAN_ASSUME relationship between the trusted principal and this role
+
+			err := GlobalGraph.AddEdge(
+				TrustedPrincipal.TrustedPrincipal,
+				a.Arn,
+				//graph.EdgeAttribute("AssumeRole", "Same account explicit trust"),
+				graph.EdgeAttribute("AssumeRole", "can assume (because of an explicit same account trust) "),
+			)
+			if err != nil {
+				//fmt.Println(err)
+				//fmt.Println(TrustedPrincipal.TrustedPrincipal + a.Arn + "Same account explicit trust")
+				if err == graph.ErrEdgeAlreadyExists {
+					// update the edge by copying the existing graph.Edge with attributes and add the new attributes
+					//fmt.Println("Edge already exists")
+
+					// get the existing edge
+					existingEdge, _ := GlobalGraph.Edge(TrustedPrincipal.TrustedPrincipal, a.Arn)
+					// get the map of attributes
+					existingProperties := existingEdge.Properties
+					// add the new attributes to attributes map within the properties struct
+					// Check if the Attributes map is initialized, if not, initialize it
+					if existingProperties.Attributes == nil {
+						existingProperties.Attributes = make(map[string]string)
+					}
+
+					// Add or update the attribute
+					existingProperties.Attributes["AssumeRole"] = "can assume (because of an explicit same account trust) "
+					err = GlobalGraph.UpdateEdge(
+						TrustedPrincipal.TrustedPrincipal,
+						a.Arn,
+						graph.EdgeAttributes(existingProperties.Attributes),
+					)
+					if err != nil {
+						fmt.Println(err)
+					}
+				}
+
+			}
+		}
+
+		// If the role trusts a principal in this account or another account using the :root notation, then we need to iterate over all of the rows in AllPermissionsRows to find the principals that have sts:AssumeRole permissions on this role
+		// if the role we are looking at trusts root in it's own account
+
+		if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf("%s:root", thisAccount)) {
+			// iterate over all rows in AllPermissionsRows
+			for _, PermissionsRow := range common.PermissionRowsFromAllProfiles {
+				// but we only care about the rows that have arns that are in this account
+
+				if len(PermissionsRow.Arn) >= 25 {
+					PermissionsRowAccount = PermissionsRow.Arn[13:25]
+				} else {
+					fmt.Sprintf("Could not get account number from this PermissionsRow%s", PermissionsRow.Arn)
+				}
+
+				if PermissionsRowAccount == thisAccount {
+					// lets only look for rows that have sts:AssumeRole permissions
+					if policy.MatchesAfterExpansion(PermissionsRow.Action, "sts:AssumeRole") {
+						// lets only focus on rows that have an effect of Allow
+						if strings.EqualFold(PermissionsRow.Effect, "Allow") {
+							// if the resource is * or the resource is this role arn, then this principal can assume this role
+							if PermissionsRow.Resource == "*" || strings.Contains(PermissionsRow.Resource, a.Arn) {
+								// make a CAN_ASSUME relationship between the trusted principal and this role
+								//evaluate if the principal is a user or a role and set a variable accordingly
+								//var principalType schema.NodeLabel
+								if strings.EqualFold(PermissionsRow.Type, "User") || strings.EqualFold(PermissionsRow.Type, "Role") {
+									err := GlobalGraph.AddEdge(
+										PermissionsRow.Arn,
+										a.Arn,
+										//graph.EdgeAttribute("AssumeRole", "Same account root trust and trusted principal has permission to assume role"),
+										graph.EdgeAttribute("AssumeRole", "can assume (because of a same account root trust and trusted principal has permission to assume role) "),
+									)
+									if err != nil {
+										// fmt.Println(err)
+										// fmt.Println(PermissionsRow.Arn + a.Arn + "Same account root trust and trusted principal has permission to assume role")
+										if err == graph.ErrEdgeAlreadyExists {
+											// update the edge by copying the existing graph.Edge with attributes and add the new attributes
+
+											// get the existing edge
+											existingEdge, _ := GlobalGraph.Edge(PermissionsRow.Arn, a.Arn)
+											// get the map of attributes
+											existingProperties := existingEdge.Properties
+											// add the new attributes to attributes map within the properties struct
+											// Check if the Attributes map is initialized, if not, initialize it
+											if existingProperties.Attributes == nil {
+												existingProperties.Attributes = make(map[string]string)
+											}
+
+											// Add or update the attribute
+											existingProperties.Attributes["AssumeRole"] = "can assume (because of a same account root trust and trusted principal has permission to assume role) "
+											err = GlobalGraph.UpdateEdge(
+												PermissionsRow.Arn,
+												a.Arn,
+												graph.EdgeAttributes(existingProperties.Attributes),
+											)
+											if err != nil {
+												fmt.Println(err)
+											}
+										}
+
+									}
+								}
+							}
+						}
+						if strings.EqualFold(PermissionsRow.Effect, "Deny") {
+							// if the action is deny, we need to remove any edges between PermissionsRow.Arn and a.Arn
+							// if the edge exists, remove it
+							err := GlobalGraph.RemoveEdge(PermissionsRow.Arn, a.Arn)
+							if err != nil {
+								fmt.Println(err)
+							}
+
+						}
+					}
+				}
+			}
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, ":root") && TrustedPrincipal.VendorName != "" {
+
+			// If the role trusts :root in another account and the trusted principal is a vendor, we will make a relationship between our role and a vendor node instead of a principal node
+
+			err := GlobalGraph.AddEdge(
+				//TrustedPrincipal.TrustedPrincipal,
+				//TrustedPrincipal.VendorName,
+				fmt.Sprintf("%s [%s]", TrustedPrincipal.VendorName, TrustedPrincipal.TrustedPrincipal),
+				a.Arn,
+				//graph.EdgeAttribute("VendorAssumeRole", "Cross account root trust and trusted principal is a vendor"),
+				graph.EdgeAttribute("VendorAssumeRole", "can assume (because of a cross account root trust and trusted principal is a vendor) "),
+			)
+			if err != nil {
+				// fmt.Println(err)
+				// fmt.Println(TrustedPrincipal.VendorName + a.Arn + "Cross account root trust and trusted principal is a vendor")
+				if err == graph.ErrEdgeAlreadyExists {
+					// update the edge by copying the existing graph.Edge with attributes and add the new attributes
+
+					// get the existing edge
+					existingEdge, _ := GlobalGraph.Edge(TrustedPrincipal.VendorName, a.Arn)
+					// get the map of attributes
+					existingProperties := existingEdge.Properties
+					// add the new attributes to attributes map within the properties struct
+					// Check if the Attributes map is initialized, if not, initialize it
+					if existingProperties.Attributes == nil {
+						existingProperties.Attributes = make(map[string]string)
+					}
+
+					// Add or update the attribute
+					existingProperties.Attributes["VendorAssumeRole"] = "can assume (because of a cross account root trust and trusted principal is a vendor) "
+					err := GlobalGraph.UpdateEdge(
+						//fmt.Sprintf("%s-%s", a.Arn, TrustedPrincipal.VendorName),
+						TrustedPrincipal.TrustedPrincipal,
+						a.Arn,
+						graph.EdgeAttributes(existingProperties.Attributes),
+					)
+					if err != nil {
+						fmt.Println(err)
+					}
+				}
+
+			}
+
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf("%s:root", trustedPrincipalAccount)) && !TrustedPrincipal.AccountIsInAnalyzedAccountList {
+			// first lets check to see if the trustedRootAccountID is in the map of analzyeddAccounts
+			// if it is not, we can't iterate over the permissions, so we will just have to create an edge :root princpal and this role
+
+			err := GlobalGraph.AddEdge(
+				//TrustedPrincipal.TrustedPrincipal,
+				fmt.Sprintf("%s [Not analyzed/in-scope]", TrustedPrincipal.TrustedPrincipal),
+				a.Arn,
+				//graph.EdgeAttribute("CrossAccountRootTrust", "Cross account root trust and trusted principal is not in the analyzed account list"),
+				graph.EdgeAttribute("CrossAccountRootTrust", "can assume (because of a cross account root trust and trusted principal is not in the analyzed account list) "),
+			)
+			if err != nil {
+				// fmt.Println(err)
+				// fmt.Println(TrustedPrincipal.TrustedPrincipal + a.Arn + "Cross account root trust and trusted principal is not in the analyzed account list")
+				if err == graph.ErrEdgeAlreadyExists {
+					// update the edge by copying the existing graph.Edge with attributes and add the new attributes
+
+					// get the existing edge
+					existingEdge, _ := GlobalGraph.Edge(TrustedPrincipal.TrustedPrincipal, a.Arn)
+					// get the map of attributes
+					existingProperties := existingEdge.Properties
+					// add the new attributes to attributes map within the properties struct
+					// Check if the Attributes map is initialized, if not, initialize it
+					if existingProperties.Attributes == nil {
+						existingProperties.Attributes = make(map[string]string)
+					}
+
+					// Add or update the attribute
+					existingProperties.Attributes["CrossAccountRootTrust"] = "can assume (because of a cross account root trust and trusted principal is not in the analyzed account list) "
+					err := GlobalGraph.UpdateEdge(
+						TrustedPrincipal.TrustedPrincipal,
+						a.Arn,
+						graph.EdgeAttributes(existingProperties.Attributes),
+					)
+					if err != nil {
+						fmt.Println(err)
+					}
+				}
+
+			}
+
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf("%s:root", trustedPrincipalAccount)) {
+
+			// iterate over all rows in AllPermissionsRows
+			for _, PermissionsRow := range common.PermissionRowsFromAllProfiles {
+				// but we only care about the rows that have arns that are in this other account
+				if len(PermissionsRow.Arn) >= 25 {
+					PermissionsRowAccount = PermissionsRow.Arn[13:25]
+				} else {
+					fmt.Sprintf("Could not get account number from this PermissionsRow%s", PermissionsRow.Arn)
+				}
+				if PermissionsRowAccount == trustedPrincipalAccount {
+					// lets only look for rows that have sts:AssumeRole permissions
+					if policy.MatchesAfterExpansion(PermissionsRow.Action, "sts:AssumeRole") {
+						// if strings.EqualFold(PermissionsRow.Action, "sts:AssumeRole") ||
+						// 	strings.EqualFold(PermissionsRow.Action, "*") ||
+						// 	strings.EqualFold(PermissionsRow.Action, "sts:Assume*") ||
+						// 	strings.EqualFold(PermissionsRow.Action, "sts:*") {
+						// lets only focus on rows that have an effect of Allow
+						if strings.EqualFold(PermissionsRow.Effect, "Allow") {
+							// if the resource is * or the resource is this role arn, then this principal can assume this role
+							if PermissionsRow.Resource == "*" || strings.Contains(PermissionsRow.Resource, a.Arn) {
+								// make a CAN_ASSUME relationship between the trusted principal and this role
+
+								if strings.EqualFold(PermissionsRow.Type, "User") {
+									err := GlobalGraph.AddEdge(
+										PermissionsRow.Arn,
+										a.Arn,
+										//graph.EdgeAttribute("CrossAccountAssumeRole", "Cross account root trust and trusted principal has permission to assume role"),
+										graph.EdgeAttribute("CrossAccountAssumeRole", "can assume (because of a cross account root trust and trusted principal has permission to assume role) "),
+									)
+									if err != nil {
+										//fmt.Println(err)
+										//fmt.Println(PermissionsRow.Arn + a.Arn + "Cross account root trust and trusted principal has permission to assume role")
+										if err == graph.ErrEdgeAlreadyExists {
+											// update the edge by copying the existing graph.Edge with attributes and add the new attributes
+
+											// get the existing edge
+											existingEdge, _ := GlobalGraph.Edge(PermissionsRow.Arn, a.Arn)
+											// get the map of attributes
+											existingProperties := existingEdge.Properties
+											// add the new attributes to attributes map within the properties struct
+											// Check if the Attributes map is initialized, if not, initialize it
+											if existingProperties.Attributes == nil {
+												existingProperties.Attributes = make(map[string]string)
+											}
+
+											// Add or update the attribute
+											existingProperties.Attributes["CrossAccountAssumeRole"] = "can assume (because of a cross account root trust and trusted principal has permission to assume role) "
+											err = GlobalGraph.UpdateEdge(
+												PermissionsRow.Arn,
+												a.Arn,
+												graph.EdgeAttributes(existingProperties.Attributes),
+											)
+											if err != nil {
+												fmt.Println(err)
+											}
+										}
+									}
+
+								} else if strings.EqualFold(PermissionsRow.Type, "Role") {
+									err := GlobalGraph.AddEdge(
+										PermissionsRow.Arn,
+										a.Arn,
+										//graph.EdgeAttribute("CrossAccountAssumeRole", "Cross account root trust and trusted principal has permission to assume role"),
+										graph.EdgeAttribute("CrossAccountAssumeRole", "can assume (because of a cross account root trust and trusted principal has permission to assume role) "),
+									)
+									if err != nil {
+										//fmt.Println(err)
+										//fmt.Println(PermissionsRow.Arn + a.Arn + "Cross account root trust and trusted principal has permission to assume role")
+										if err == graph.ErrEdgeAlreadyExists {
+											// update the edge by copying the existing graph.Edge with attributes and add the new attributes
+
+											// get the existing edge
+											existingEdge, _ := GlobalGraph.Edge(PermissionsRow.Arn, a.Arn)
+											// get the map of attributes
+											existingProperties := existingEdge.Properties
+											// add the new attributes to attributes map within the properties struct
+											// Check if the Attributes map is initialized, if not, initialize it
+											if existingProperties.Attributes == nil {
+												existingProperties.Attributes = make(map[string]string)
+											}
+
+											// Add or update the attribute
+											existingProperties.Attributes["CrossAccountAssumeRole"] = "can assume (because of a cross account root trust and trusted principal has permission to assume role) "
+											err = GlobalGraph.UpdateEdge(
+												PermissionsRow.Arn,
+												a.Arn,
+												graph.EdgeAttributes(existingProperties.Attributes),
+											)
+											if err != nil {
+												fmt.Println(err)
+											}
+										}
+									}
+								}
+							}
+						}
+						if strings.EqualFold(PermissionsRow.Effect, "Deny") {
+							// if the action is deny, we need to remove any edges between PermissionsRow.Arn and a.Arn
+							// if the edge exists, remove it
+							err := GlobalGraph.RemoveEdge(PermissionsRow.Arn, a.Arn)
+							if err != nil {
+								fmt.Println(err)
+							}
+						}
+					}
+
+				}
+			}
+
+		}
+	}
+	// pmapper takes care of this part so commenting out for now - but leaving as a placeholder
+
+	// for _, TrustedService := range a.TrustedServices {
+	// 	// make relationship from trusted service to this role of type can assume
+	// 	// make relationship from this role to trusted service of type can be assumed by
+	// }
+
+	for _, TrustedFederatedProvider := range a.TrustedFederatedProviders {
+		// make relationship from trusted federated provider to this role of type can assume
+
+		var providerAndSubject string
+		for _, trustedSubject := range TrustedFederatedProvider.TrustedSubjects {
+			if trustedSubject == "Not applicable" {
+				providerAndSubject = TrustedFederatedProvider.ProviderShortName
+			} else {
+				//providerAndSubject = TrustedFederatedProvider.ProviderShortName + ":" + trustedSubject
+				providerAndSubject = fmt.Sprintf("%s [%s]", TrustedFederatedProvider.ProviderShortName, trustedSubject)
+			}
+
+			err := GlobalGraph.AddEdge(
+				providerAndSubject,
+				a.Arn,
+				//graph.EdgeAttribute("FederatedAssumeRole", "Trusted federated provider"),
+				graph.EdgeAttribute("FederatedAssumeRole", "can assume (because of a trusted federated provider) "),
+			)
+			if err != nil {
+				//fmt.Println(err)
+				//fmt.Println(TrustedFederatedProvider.TrustedFederatedProvider + a.Arn + "Trusted federated provider")
+				if err == graph.ErrEdgeAlreadyExists {
+					// update the edge by copying the existing graph.Edge with attributes and add the new attributes
+
+					// get the existing edge
+					existingEdge, _ := GlobalGraph.Edge(TrustedFederatedProvider.TrustedFederatedProvider, a.Arn)
+					// get the map of attributes
+					existingProperties := existingEdge.Properties
+					// add the new attributes to attributes map within the properties struct
+					// Check if the Attributes map is initialized, if not, initialize it
+					if existingProperties.Attributes == nil {
+						existingProperties.Attributes = make(map[string]string)
+					}
+
+					// Add or update the attribute
+					existingProperties.Attributes["FederatedAssumeRole"] = "can assume (because of a trusted federated provider) "
+					err = GlobalGraph.UpdateEdge(
+						providerAndSubject,
+						a.Arn,
+						graph.EdgeAttributes(existingProperties.Attributes),
+					)
+					if err != nil {
+						fmt.Println(err)
+					}
+				}
+			}
+
+		}
+	}
+
+}

aws/client-initializers.go

@@ -3,11 +3,13 @@ package aws
 import (
 	"github.com/BishopFox/cloudfox/aws/sdk"
 	"github.com/BishopFox/cloudfox/internal"
+	"github.com/aws/aws-sdk-go-v2/aws"
 	"github.com/aws/aws-sdk-go-v2/service/codebuild"
 	"github.com/aws/aws-sdk-go-v2/service/ecr"
 	"github.com/aws/aws-sdk-go-v2/service/efs"
 	"github.com/aws/aws-sdk-go-v2/service/fsx"
 	"github.com/aws/aws-sdk-go-v2/service/glue"
+	"github.com/aws/aws-sdk-go-v2/service/iam"
 	"github.com/aws/aws-sdk-go-v2/service/lambda"
 	"github.com/aws/aws-sdk-go-v2/service/organizations"
 	"github.com/aws/aws-sdk-go-v2/service/s3"
@@ -17,7 +19,7 @@ import (
 	"github.com/aws/aws-sdk-go-v2/service/sts"
 )
 
-func initIAMSimClient(iamSimPPClient sdk.AWSIAMClientInterface, caller sts.GetCallerIdentityOutput, AWSProfile string, Goroutines int) IamSimulatorModule {
+func InitIamCommandClient(iamSimPPClient sdk.AWSIAMClientInterface, caller sts.GetCallerIdentityOutput, AWSProfile string, Goroutines int) IamSimulatorModule {
 
 	iamSimMod := IamSimulatorModule{
 		IAMClient:          iamSimPPClient,
@@ -116,7 +118,7 @@ func InitFileSystemsClient(caller sts.GetCallerIdentityOutput, AWSProfile string
 	return fileSystemsClient
 }
 
-func InitOrgClient(caller sts.GetCallerIdentityOutput, AWSProfile string, cfVersion string, Goroutines int, AWSMFAToken string) OrgModule {
+func InitOrgsClient(caller sts.GetCallerIdentityOutput, AWSProfile string, cfVersion string, Goroutines int, AWSMFAToken string) OrgModule {
 	var AWSConfig = internal.AWSConfigFileLoader(AWSProfile, cfVersion, AWSMFAToken)
 	orgClient := OrgModule{
 		OrganizationsClient: organizations.NewFromConfig(AWSConfig),
@@ -127,6 +129,17 @@ func InitOrgClient(caller sts.GetCallerIdentityOutput, AWSProfile string, cfVers
 	return orgClient
 }
 
+func InitPermissionsClient(caller sts.GetCallerIdentityOutput, AWSProfile string, cfVersion string, Goroutines int, AWSMFAToken string) IamPermissionsModule {
+	var AWSConfig = internal.AWSConfigFileLoader(AWSProfile, cfVersion, AWSMFAToken)
+	permissionsClient := IamPermissionsModule{
+		IAMClient:  iam.NewFromConfig(AWSConfig),
+		Caller:     caller,
+		AWSProfile: AWSProfile,
+		AWSRegions: internal.GetEnabledRegions(AWSProfile, cfVersion, AWSMFAToken),
+	}
+	return permissionsClient
+}
+
 func InitSecretsManagerClient(caller sts.GetCallerIdentityOutput, AWSProfile string, cfVersion string, Goroutines int, AWSMFAToken string) *secretsmanager.Client {
 	var AWSConfig = internal.AWSConfigFileLoader(AWSProfile, cfVersion, AWSMFAToken)
 	return secretsmanager.NewFromConfig(AWSConfig)
@@ -136,3 +149,11 @@ func InitGlueClient(caller sts.GetCallerIdentityOutput, AWSProfile string, cfVer
 	var AWSConfig = internal.AWSConfigFileLoader(AWSProfile, cfVersion, AWSMFAToken)
 	return glue.NewFromConfig(AWSConfig)
 }
+
+func InitOrgClient(AWSConfig aws.Config) *organizations.Client {
+	return organizations.NewFromConfig(AWSConfig)
+}
+
+func InitIAMClient(AWSConfig aws.Config) *iam.Client {
+	return iam.NewFromConfig(AWSConfig)
+}

aws/codebuild.go

@@ -19,10 +19,11 @@ type CodeBuildModule struct {
 	CodeBuildClient sdk.CodeBuildClientInterface
 	IAMClient       sdk.AWSIAMClientInterface
 
-	Caller        sts.GetCallerIdentityOutput
-	AWSRegions    []string
-	AWSOutputType string
-	AWSTableCols  string
+	Caller              sts.GetCallerIdentityOutput
+	AWSRegions          []string
+	AWSOutputType       string
+	AWSTableCols        string
+	PmapperDataBasePath string
 
 	Goroutines     int
 	AWSProfile     string
@@ -64,8 +65,8 @@ func (m *CodeBuildModule) PrintCodeBuildProjects(outputDirectory string, verbosi
 	}
 
 	fmt.Printf("[%s][%s] Enumerating CodeBuild projects for account %s.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), aws.ToString(m.Caller.Account))
-	m.pmapperMod, m.pmapperError = initPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines)
-	m.iamSimClient = initIAMSimClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
+	m.pmapperMod, m.pmapperError = InitPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines, m.PmapperDataBasePath)
+	m.iamSimClient = InitIamCommandClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
 
 	wg := new(sync.WaitGroup)
 	semaphore := make(chan struct{}, m.Goroutines)

aws/databases.go

@@ -271,6 +271,15 @@ func (m *DatabasesModule) executeRdsCheck(r string, wg *sync.WaitGroup, semaphor
 		service:      "rds",
 		executor:     m.getRdsClustersPerRegion,
 	})
+	m.executeCheck(check{
+		region:       r,
+		wg:           wg,
+		semaphore:    semaphore,
+		dataReceiver: dataReceiver,
+		serviceMap:   servicemap,
+		service:      "rds",
+		executor:     m.getRdsInstancesPerRegion,
+	})
 }
 
 func (m *DatabasesModule) executeRedshiftCheck(r string, wg *sync.WaitGroup, semaphore chan struct{}, dataReceiver chan Database, servicemap *awsservicemap.AwsServiceMap) {
@@ -395,6 +404,75 @@ func (m *DatabasesModule) getRdsClustersPerRegion(r string, wg *sync.WaitGroup,
 	}
 }
 
+func (m *DatabasesModule) getRdsInstancesPerRegion(r string, wg *sync.WaitGroup, semaphore chan struct{}, dataReceiver chan Database) {
+	defer func() {
+		m.CommandCounter.Executing--
+		m.CommandCounter.Complete++
+		wg.Done()
+
+	}()
+	semaphore <- struct{}{}
+	defer func() {
+		<-semaphore
+	}()
+	m.CommandCounter.Pending--
+	m.CommandCounter.Executing++
+
+	DBInstances, err := sdk.CachedRDSDescribeDBInstances(m.RDSClient, aws.ToString(m.Caller.Account), r)
+
+	if err != nil {
+		m.modLog.Error(err.Error())
+		m.CommandCounter.Error++
+		return
+	}
+
+	for _, instance := range DBInstances {
+		var public string
+		var service string
+		var roles string
+		if instance.Endpoint == nil {
+			continue
+		}
+
+		name := aws.ToString(instance.DBInstanceIdentifier)
+		port := instance.Endpoint.Port
+		endpoint := aws.ToString(instance.Endpoint.Address)
+		engine := aws.ToString(instance.Engine)
+
+		if aws.ToBool(instance.PubliclyAccessible) {
+			public = "True"
+		} else {
+			public = "False"
+		}
+
+		if isNeptune(instance.Engine) {
+			service = "Neptune"
+		} else if isDocDB(instance.Engine) {
+			service = "DocsDB"
+		} else {
+			service = "RDS"
+		}
+
+		associatedRoles := instance.AssociatedRoles
+		for _, role := range associatedRoles {
+			roles = roles + aws.ToString(role.RoleArn) + " "
+		}
+
+		dataReceiver <- Database{
+			AWSService: service,
+			Region:     r,
+			Name:       name,
+			Engine:     engine,
+			Endpoint:   endpoint,
+			UserName:   aws.ToString(instance.MasterUsername),
+			Port:       aws.ToInt32(port),
+			Protocol:   aws.ToString(instance.Engine),
+			Public:     public,
+			Roles:      roles,
+		}
+	}
+}
+
 func (m *DatabasesModule) getRedshiftDatabasesPerRegion(r string, wg *sync.WaitGroup, semaphore chan struct{}, dataReceiver chan Database) {
 	defer func() {
 		m.CommandCounter.Executing--

aws/databases_test.go

@@ -42,10 +42,11 @@ func TestDatabasesCommand(t *testing.T) {
 	}
 
 	expectedResults := []string{
-		"db1.cluster-123456789012.us-west-2.rds.amazonaws.com",
-		"db2.cluster-123456789012.us-west-2.rds.amazonaws.com",
-		"db3.cluster-123456789012.us-west-2.neptune.amazonaws.com",
-		"db4.cluster-123456789012.us-west-2.docdb.amazonaws.com",
+		"db1.cluster-123456789012.us-west-2.rds.amazonaws.com", // make sure it includes the Aurora clusters
+		"db2.cluster-123456789012.us-west-2.rds.amazonaws.com", // make sure it includes the Aurora clusters
+		"db3.cluster-123456789012.us-west-2.neptune.amazonaws.com", // make sure it includes the Neptune instances
+		"db4.cluster-123456789012.us-west-2.docdb.amazonaws.com", // make sure it includes the DocumentDB instances
+		"db1-instances-1.blah.us-west-2.rds.amazonaws.com", // make sure it includes the RDS instances
 	}
 
 	for _, expected := range expectedResults {

aws/directory-services.go

@@ -0,0 +1,276 @@
+package aws
+
+import (
+	"fmt"
+	"path/filepath"
+	"strconv"
+	"strings"
+	"sync"
+
+	"github.com/BishopFox/cloudfox/aws/sdk"
+	"github.com/BishopFox/cloudfox/internal"
+	"github.com/aws/aws-sdk-go-v2/aws"
+	"github.com/aws/aws-sdk-go-v2/service/sts"
+	dsTypes "github.com/aws/aws-sdk-go-v2/service/directoryservice/types"
+	"github.com/bishopfox/awsservicemap"
+	"github.com/sirupsen/logrus"
+)
+
+type DirectoryModule struct {
+	// General configuration data
+	DSClient           sdk.AWSDSClientInterface
+	Caller             sts.GetCallerIdentityOutput
+	AWSRegions         []string
+	AWSProfile         string
+	Goroutines         int
+	WrapTable          bool
+	AWSOutputType      string
+	AWSTableCols       string
+	AWSMFAToken        string
+	AWSConfig          aws.Config
+	AWSProfileProvided string
+	AWSProfileStub     string
+	CloudFoxVersion    string
+	
+	Directories        []Directory
+	CommandCounter     internal.CommandCounter
+	output             internal.OutputData2
+	modLog             *logrus.Entry
+}
+
+type Directory struct {
+	DirectoryId      string
+	DNS              string
+	NetBios          string
+	AccessURL        string
+	Alias            string
+	OsVersion        string
+	Region           string
+	TrustInfo        string
+}
+
+func (m *DirectoryModule) PrintDirectories(outputDirectory string, verbosity int) {
+	// These struct values are used by the output module
+	m.output.Verbosity = verbosity
+	m.output.Directory = outputDirectory
+	m.output.CallingModule = "directory-services"
+	m.modLog = internal.TxtLog.WithFields(logrus.Fields{
+		"module": m.output.CallingModule,
+	})
+
+	if m.AWSProfileProvided == "" {
+		m.AWSProfileStub = internal.BuildAWSPath(m.Caller)
+	} else {
+		m.AWSProfileStub = m.AWSProfileProvided
+	}
+	m.output.FilePath = filepath.Join(outputDirectory, "cloudfox-output", "aws", fmt.Sprintf("%s-%s", m.AWSProfileProvided, aws.ToString(m.Caller.Account)))
+
+	fmt.Printf("[%s][%s] Enumerating Cloud Directories with resource policies for account %s.\n", cyan(m.output.CallingModule), cyan(m.AWSProfileStub), aws.ToString(m.Caller.Account))
+	wg := new(sync.WaitGroup)
+	semaphore := make(chan struct{}, m.Goroutines)
+
+	// Create a channel to signal the spinner aka task status goroutine to finish
+	spinnerDone := make(chan bool)
+	//fire up the the task status spinner/updated
+	go internal.SpinUntil(m.output.CallingModule, &m.CommandCounter, spinnerDone, "tasks")
+
+	//create a channel to receive the objects
+	dataReceiver := make(chan Directory)
+
+	// Create a channel to signal to stop
+	receiverDone := make(chan bool)
+	go m.Receiver(dataReceiver, receiverDone)
+
+	for _, region := range m.AWSRegions {
+		wg.Add(1)
+		m.CommandCounter.Pending++
+		go m.executeChecks(region, wg, semaphore, dataReceiver)
+
+	}
+
+	wg.Wait()
+	// Send a message to the spinner goroutine to close the channel and stop
+	spinnerDone <- true
+	<-spinnerDone
+	// Send a message to the data receiver goroutine to close the channel and stop
+	receiverDone <- true
+	<-receiverDone
+
+	// add - if struct is not empty do this. otherwise, dont write anything.
+	m.output.Headers = []string{
+		"Account",
+		"Name",
+		"Alias",
+		"Domain",
+		"NetBIOS name",
+		"Access URL",
+		"Version",
+		"Trusts",
+	}
+
+	// If the user specified table columns, use those.
+	// If the user specified -o wide, use the wide default cols for this module.
+	// Otherwise, use the hardcoded default cols for this module.
+	var tableCols []string
+	// If the user specified table columns, use those.
+	if m.AWSTableCols != "" {
+		// If the user specified wide as the output format, use these columns.
+		// remove any spaces between any commas and the first letter after the commas
+		m.AWSTableCols = strings.ReplaceAll(m.AWSTableCols, ", ", ",")
+		m.AWSTableCols = strings.ReplaceAll(m.AWSTableCols, ",  ", ",")
+		tableCols = strings.Split(m.AWSTableCols, ",")
+	} else if m.AWSOutputType == "wide" {
+		tableCols = []string{
+			"Account",
+			"Name",
+			"Alias",
+			"Domain",
+			"NetBIOS name",
+			"Access URL",
+			"Version",
+			"Trusts",
+		}
+	} else {
+		tableCols = []string{
+			"Account",
+			"Name",
+			"Domain",
+			"NetBIOS name",
+			"Access URL",
+			"Version",
+			"Trusts",
+		}
+	}
+
+
+	// Table rows
+	for i := range m.Directories {
+		m.output.Body = append(
+			m.output.Body,
+			[]string{
+				aws.ToString(m.Caller.Account),
+				m.Directories[i].DirectoryId,
+				m.Directories[i].Alias,
+				m.Directories[i].DNS,
+				m.Directories[i].NetBios,
+				m.Directories[i].AccessURL,
+				m.Directories[i].OsVersion,
+				m.Directories[i].TrustInfo,
+			},
+		)
+
+	}
+	if len(m.output.Body) > 0 {
+		o := internal.OutputClient{
+			Verbosity:     verbosity,
+			CallingModule: m.output.CallingModule,
+			Table: internal.TableClient{
+				Wrap: m.WrapTable,
+			},
+		}
+		o.Table.TableFiles = append(o.Table.TableFiles, internal.TableFile{
+			Header:    m.output.Headers,
+			Body:      m.output.Body,
+			TableCols: tableCols,
+			Name:      m.output.CallingModule,
+		})
+		o.PrefixIdentifier = m.AWSProfileStub
+		o.Table.DirectoryName = filepath.Join(outputDirectory, "cloudfox-output", "aws", fmt.Sprintf("%s-%s", m.AWSProfileStub, aws.ToString(m.Caller.Account)))
+		o.WriteFullOutput(o.Table.TableFiles, nil)
+		//m.writeLoot(o.Table.DirectoryName, verbosity)
+		fmt.Printf("[%s][%s] %s directories found.\n", cyan(m.output.CallingModule), cyan(m.AWSProfileStub), strconv.Itoa(len(m.output.Body)))
+		//fmt.Printf("[%s][%s] Resource policies stored to: %s\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), m.getLootDir())
+	} else {
+		fmt.Printf("[%s][%s] No directories found, skipping the creation of an output file.\n", cyan(m.output.CallingModule), cyan(m.AWSProfileStub))
+	}
+	fmt.Printf("[%s][%s] For context and next steps: https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#%s\n", cyan(m.output.CallingModule), cyan(m.AWSProfileStub), m.output.CallingModule)
+
+}
+
+func (m *DirectoryModule) executeChecks(r string, wg *sync.WaitGroup, semaphore chan struct{}, dataReceiver chan Directory) {
+	defer wg.Done()
+
+	servicemap := &awsservicemap.AwsServiceMap{
+		JsonFileSource: "DOWNLOAD_FROM_AWS",
+	}
+	res, err := servicemap.IsServiceInRegion("clouddirectory", r)
+	if err != nil {
+		m.modLog.Error(err)
+	}
+	if res {
+		m.CommandCounter.Total++
+		wg.Add(1)
+		m.getDirectoriesPerRegion(r, wg, semaphore, dataReceiver)
+	}
+}
+
+func (m *DirectoryModule) Receiver(receiver chan Directory, receiverDone chan bool) {
+	defer close(receiverDone)
+	for {
+		select {
+		case data := <-receiver:
+			m.Directories = append(m.Directories, data)
+		case <-receiverDone:
+			receiverDone <- true
+			return
+		}
+	}
+}
+func (m *DirectoryModule) getDirectoriesPerRegion(r string, wg *sync.WaitGroup, semaphore chan struct{}, dataReceiver chan Directory) {
+	defer func() {
+		m.CommandCounter.Executing--
+		m.CommandCounter.Complete++
+		wg.Done()
+
+	}()
+	semaphore <- struct{}{}
+	defer func() {
+		<-semaphore
+	}()
+
+	// Get directories
+	directories, err := sdk.CachedDSDescribeDirectories(m.DSClient, aws.ToString(m.Caller.Account), r)
+	if err != nil {
+		m.modLog.Error(err)
+	}
+	for _, directory := range directories {
+		trusts, err := sdk.CachedDSDescribeTrusts(m.DSClient, aws.ToString(m.Caller.Account), r, *directory.DirectoryId)
+		if err != nil {
+			m.modLog.Error(err)
+		}
+		dataReceiver <- Directory{
+			DirectoryId: *directory.DirectoryId,
+			DNS:         *directory.Name,
+			NetBios:     *directory.ShortName,
+			Region:      r,
+			AccessURL:   *directory.AccessUrl,
+			Alias:       *directory.Alias,
+			OsVersion:   fmt.Sprintf("%s", directory.OsVersion),
+			TrustInfo:   m.formatTrusts(trusts),
+		}
+	}
+}
+
+func (m *DirectoryModule) formatTrusts(t []dsTypes.Trust) string {
+	var output string = ""
+	for idx, trust := range t {
+		if idx != 0 {
+			output = output + "\n"
+		}
+		if trust.TrustDirection == "One-Way: Outgoing" {
+			output = output + "→"
+		} else if trust.TrustDirection == "One-Way: Ingoing" {
+			output = output + "←"
+		} else {
+			output = output + "↔"
+		}
+		output = fmt.Sprintf("%s %s", output, *trust.RemoteDomainName)
+		// check trust type (external or forest)
+		if trust.TrustType == "External" {
+			output = fmt.Sprintf("%s (%s)", output, "Domain")
+		} else {
+			output = fmt.Sprintf("%s (%s)", output, "Forest")
+		}
+	}
+	return output
+}

aws/ecs-tasks.go

@@ -25,10 +25,11 @@ type ECSTasksModule struct {
 	EC2Client sdk.AWSEC2ClientInterface
 	IAMClient sdk.AWSIAMClientInterface
 
-	Caller        sts.GetCallerIdentityOutput
-	AWSRegions    []string
-	AWSOutputType string
-	AWSTableCols  string
+	Caller              sts.GetCallerIdentityOutput
+	AWSRegions          []string
+	AWSOutputType       string
+	AWSTableCols        string
+	PmapperDataBasePath string
 
 	AWSProfile     string
 	Goroutines     int
@@ -73,8 +74,8 @@ func (m *ECSTasksModule) ECSTasks(outputDirectory string, verbosity int) {
 	fmt.Printf("[%s][%s] Enumerating ECS tasks in all regions for account %s\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), aws.ToString(m.Caller.Account))
 	// Initialized the tools we'll need to check if any workload roles are admin or can privesc to admin
 	//fmt.Printf("[%s][%s] Attempting to build a PrivEsc graph in memory using local pmapper data if it exists on the filesystem.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
-	m.pmapperMod, m.pmapperError = initPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines)
-	m.iamSimClient = initIAMSimClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
+	m.pmapperMod, m.pmapperError = InitPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines, m.PmapperDataBasePath)
+	m.iamSimClient = InitIamCommandClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
 
 	// if m.pmapperError != nil {
 	// 	fmt.Printf("[%s][%s] No pmapper data found for this account. Using cloudfox's iam-simulator for role analysis.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))

aws/eks.go

@@ -22,10 +22,11 @@ type EKSModule struct {
 	EKSClient sdk.EKSClientInterface
 	IAMClient sdk.AWSIAMClientInterface
 
-	Caller        sts.GetCallerIdentityOutput
-	AWSRegions    []string
-	AWSOutputType string
-	AWSTableCols  string
+	Caller              sts.GetCallerIdentityOutput
+	AWSRegions          []string
+	AWSOutputType       string
+	AWSTableCols        string
+	PmapperDataBasePath string
 
 	Goroutines     int
 	AWSProfile     string
@@ -72,8 +73,8 @@ func (m *EKSModule) EKS(outputDirectory string, verbosity int) {
 	fmt.Printf("[%s][%s] Enumerating EKS clusters for account %s.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), aws.ToString(m.Caller.Account))
 	// Initialized the tools we'll need to check if any workload roles are admin or can privesc to admin
 	//fmt.Printf("[%s][%s] Attempting to build a PrivEsc graph in memory using local pmapper data if it exists on the filesystem.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
-	m.pmapperMod, m.pmapperError = initPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines)
-	m.iamSimClient = initIAMSimClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
+	m.pmapperMod, m.pmapperError = InitPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines, m.PmapperDataBasePath)
+	m.iamSimClient = InitIamCommandClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
 
 	// if m.pmapperError != nil {
 	// 	fmt.Printf("[%s][%s] No pmapper data found for this account. Using cloudfox's iam-simulator for role analysis.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))

aws/graph.go

@@ -0,0 +1,418 @@
+package aws
+
+import (
+	"context"
+	"fmt"
+	"os"
+	"strings"
+
+	ingestor "github.com/BishopFox/cloudfox/aws/graph/ingester"
+	"github.com/BishopFox/cloudfox/aws/graph/ingester/schema/models"
+	"github.com/BishopFox/cloudfox/aws/sdk"
+	"github.com/BishopFox/cloudfox/internal"
+	"github.com/BishopFox/cloudfox/internal/aws/policy"
+	"github.com/aws/aws-sdk-go-v2/aws"
+	"github.com/aws/aws-sdk-go-v2/service/sts"
+	"github.com/bishopfox/knownawsaccountslookup"
+	"github.com/sirupsen/logrus"
+)
+
+type GraphCommand struct {
+
+	// General configuration data
+	Caller              sts.GetCallerIdentityOutput
+	AWSRegions          []string
+	Goroutines          int
+	AWSProfile          string
+	WrapTable           bool
+	AWSOutputType       string
+	AWSTableCols        string
+	Verbosity           int
+	AWSOutputDirectory  string
+	AWSConfig           aws.Config
+	Version             string
+	SkipAdminCheck      bool
+	PmapperDataBasePath string
+
+	pmapperMod   PmapperModule
+	pmapperError error
+
+	vendors *knownawsaccountslookup.Vendors
+
+	// Main module data
+	// Used to store output data for pretty printing
+	output internal.OutputData2
+
+	modLog *logrus.Entry
+}
+
+func (m *GraphCommand) RunGraphCommand() {
+
+	// These struct values are used by the output module
+	m.output.Verbosity = m.Verbosity
+	m.output.Directory = m.AWSOutputDirectory
+	m.output.CallingModule = "graph"
+	m.modLog = internal.TxtLog.WithFields(logrus.Fields{
+		"module": m.output.CallingModule,
+	})
+	if m.AWSProfile == "" {
+		m.AWSProfile = internal.BuildAWSPath(m.Caller)
+	}
+
+	m.vendors = knownawsaccountslookup.NewVendorMap()
+	m.vendors.PopulateKnownAWSAccounts()
+
+	m.modLog.Info("Collecting data for graph ingestor...")
+
+	m.pmapperMod, m.pmapperError = InitPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines, m.PmapperDataBasePath)
+
+	////////////////
+	// Accounts
+	////////////////
+
+	accounts := m.collectAccountDataForGraph()
+	// write data to jsonl file for ingestor to read
+	fileName := fmt.Sprintf("%s/graph/%s/%s.jsonl", m.output.Directory, aws.ToString(m.Caller.Account), "accounts")
+	// create file and directory if it doesn't exist
+	if err := os.MkdirAll(fmt.Sprintf("%s/graph/%s", m.output.Directory, aws.ToString(m.Caller.Account)), 0755); err != nil {
+		m.modLog.Error(err)
+		return
+	}
+
+	outputFile, err := os.OpenFile(fileName, os.O_CREATE|os.O_WRONLY|os.O_TRUNC, 0644)
+	if err != nil {
+		m.modLog.Error(err)
+		return
+	}
+	defer outputFile.Close()
+
+	for _, account := range accounts {
+		if err := internal.WriteJsonlFile(outputFile, account); err != nil {
+			m.modLog.Error(err)
+			return
+		}
+	}
+
+	////////////////
+	// Users
+	////////////////
+
+	// users := m.collectUserDataForGraph()
+	// // write data to jsonl file for ingestor to read
+	// fileName = fmt.Sprintf("%s/graph/%s/%s.jsonl", m.output.Directory, aws.ToString(m.Caller.Account), "users")
+	// // create file and directory if it doesn't exist
+	// if err := os.MkdirAll(fmt.Sprintf("%s/graph/%s", m.output.Directory, aws.ToString(m.Caller.Account)), 0755); err != nil {
+	// 	m.modLog.Error(err)
+	// 	return
+	// }
+
+	// outputFile, err = os.OpenFile(fileName, os.O_CREATE|os.O_WRONLY|os.O_TRUNC, 0644)
+	// if err != nil {
+	// 	m.modLog.Error(err)
+	// 	return
+	// }
+	// defer outputFile.Close()
+
+	// for _, user := range users {
+	// 	if err := internal.WriteJsonlFile(outputFile, user); err != nil {
+	// 		m.modLog.Error(err)
+	// 		return
+	// 	}
+	// }
+
+	////////////////
+	// Roles
+	////////////////
+
+	roles := m.collectRoleDataForGraph()
+	// write data to jsonl file for ingestor to read
+	fileName = fmt.Sprintf("%s/graph/%s/%s.jsonl", m.output.Directory, aws.ToString(m.Caller.Account), "roles")
+	// create file and directory if it doesn't exist
+	if err := os.MkdirAll(fmt.Sprintf("%s/graph/%s", m.output.Directory, aws.ToString(m.Caller.Account)), 0755); err != nil {
+		m.modLog.Error(err)
+		return
+	}
+
+	outputFile, err = os.OpenFile(fileName, os.O_CREATE|os.O_WRONLY|os.O_TRUNC, 0644)
+	if err != nil {
+		m.modLog.Error(err)
+		return
+	}
+	defer outputFile.Close()
+
+	for _, role := range roles {
+		if err := internal.WriteJsonlFile(outputFile, role); err != nil {
+			m.modLog.Error(err)
+			return
+		}
+	}
+
+	ingestor, err := ingestor.NewCloudFoxIngestor()
+	if err != nil {
+		return
+	}
+
+	// Pmapper hack
+
+	goCtx := context.Background()
+	sharedLogger.Infof("Verifying connectivity to Neo4J at %s", ingestor.Uri)
+	if err := ingestor.Driver.VerifyConnectivity(goCtx); err != nil {
+		sharedLogger.Error(err)
+	}
+	defer ingestor.Driver.Close(goCtx)
+	m.pmapperMod.GenerateCypherStatements(goCtx, ingestor.Driver)
+
+	// back to regular stuff
+
+	ingestor.Run(fmt.Sprintf("%s/graph/%s", m.output.Directory, aws.ToString(m.Caller.Account)))
+
+}
+
+func (m *GraphCommand) collectAccountDataForGraph() []models.Account {
+	//OrganizationsCommandClient := InitOrgClient(m.AWSConfig)
+	var accounts []models.Account
+	OrganizationsCommandClient := InitOrgClient(m.AWSConfig)
+	DescribeOrgOutput, err := sdk.CachedOrganizationsDescribeOrganization(OrganizationsCommandClient, aws.ToString(m.Caller.Account))
+	if err != nil {
+		m.modLog.Fatal(err)
+	}
+	if DescribeOrgOutput.MasterAccountId == nil {
+		m.modLog.Error("Organization is not configured")
+	}
+	// If the account is not the org mgmt account, it can only see some info about itself and some info about the org mgmt account.
+	// populate both of them here.
+	if aws.ToString(DescribeOrgOutput.MasterAccountId) != aws.ToString(m.Caller.Account) {
+
+		//create new object of type models.Account for this account
+		thisAccount := models.Account{
+			Id:  aws.ToString(m.Caller.Account),
+			Arn: fmt.Sprintf("arn:aws:iam::%s:root", aws.ToString(m.Caller.Account)),
+			//Name:             aws.ToString(m.Caller.Account),
+			IsOrgMgmt:        false,
+			IsChildAccount:   true,
+			OrgMgmtAccountID: aws.ToString(DescribeOrgOutput.MasterAccountId),
+			OrganizationID:   aws.ToString(DescribeOrgOutput.Id),
+		}
+		accounts = append(accounts, thisAccount)
+
+		//create new object of type models.Account for the mgmt account
+		mgmtAccount := models.Account{
+			Id:    aws.ToString(DescribeOrgOutput.MasterAccountId),
+			Arn:   aws.ToString(DescribeOrgOutput.MasterAccountArn),
+			Email: aws.ToString(DescribeOrgOutput.MasterAccountEmail),
+			//Status:           string(account.Status),
+			//JoinedMethod:     string(account.JoinedMethod),
+			//JoinedTimestamp:  account.JoinedTimestamp.String(),
+			IsOrgMgmt:        true,
+			IsChildAccount:   false,
+			OrgMgmtAccountID: aws.ToString(DescribeOrgOutput.MasterAccountId),
+			OrganizationID:   aws.ToString(DescribeOrgOutput.Id),
+		}
+		accounts = append(accounts, mgmtAccount)
+		return accounts
+
+	} else {
+		// In this case we are the org mgmt account, so we can see all the accounts in the org.
+		ListAccounts, err := sdk.CachedOrganizationsListAccounts(OrganizationsCommandClient, aws.ToString(DescribeOrgOutput.MasterAccountId))
+		if err != nil {
+			m.modLog.Fatal(err)
+		}
+		for _, account := range ListAccounts {
+			var isMgmtAccount bool
+			var isChildAccount bool
+			m.modLog.Info("Account: ", aws.ToString(account.Name))
+			if aws.ToString(DescribeOrgOutput.MasterAccountId) == aws.ToString(account.Id) {
+				// this is the org mgmt account
+				isMgmtAccount = true
+				isChildAccount = false
+			} else if DescribeOrgOutput.MasterAccountId == nil {
+				// this is a standalone account
+				isChildAccount = false
+				isMgmtAccount = false
+			} else {
+				// this is a child account
+				isChildAccount = true
+				isMgmtAccount = false
+			}
+
+			//create new object of type models.Account
+			account := models.Account{
+				Id:               aws.ToString(account.Id),
+				Arn:              aws.ToString(account.Arn),
+				Name:             aws.ToString(account.Name),
+				Email:            aws.ToString(account.Email),
+				Status:           string(account.Status),
+				JoinedMethod:     string(account.JoinedMethod),
+				JoinedTimestamp:  account.JoinedTimestamp.String(),
+				IsOrgMgmt:        isMgmtAccount,
+				IsChildAccount:   isChildAccount,
+				OrgMgmtAccountID: aws.ToString(DescribeOrgOutput.MasterAccountId),
+				OrganizationID:   aws.ToString(DescribeOrgOutput.Id),
+			}
+			accounts = append(accounts, account)
+		}
+		return accounts
+	}
+}
+
+func (m *GraphCommand) collectRoleDataForGraph() []models.Role {
+	var isAdmin, canPrivEscToAdmin string
+
+	// iamClient := InitIAMClient(m.AWSConfig)
+	// iamSimClient := InitIamCommandClient(iamClient, m.Caller, m.AWSProfile, m.Goroutines)
+	// localAdminMap := make(map[string]bool)
+
+	var roles []models.Role
+	IAMCommandClient := InitIAMClient(m.AWSConfig)
+	ListRolesOutput, err := sdk.CachedIamListRoles(IAMCommandClient, aws.ToString(m.Caller.Account))
+	if err != nil {
+		m.modLog.Error(err)
+	}
+
+	for _, role := range ListRolesOutput {
+		accountId := strings.Split(aws.ToString(role.Arn), ":")[4]
+		trustsdoc, err := policy.ParseRoleTrustPolicyDocument(role)
+		if err != nil {
+			m.modLog.Error(err.Error())
+			break
+		}
+
+		// if m.pmapperError == nil {
+		// 	isAdmin, canPrivEscToAdmin = GetPmapperResults(m.SkipAdminCheck, m.pmapperMod, role.Arn)
+		// } else {
+		// 	isAdmin, canPrivEscToAdmin = GetIamSimResult(m.SkipAdminCheck, role.Arn, iamSimClient, localAdminMap)
+		// }
+
+		// for _, row := range m.PermissionRowsFromAllProfiles {
+		// 	if row.Arn == aws.ToString(role.Arn) {
+
+		// 		// look for cases where there is a permission that allows sts:assumeRole or *
+		// 		// lowercase the action and compare it against the list of checks below
+		// 		if strings.EqualFold(row.Action, "sts:AssumeRole") ||
+		// 			strings.EqualFold(row.Action, "*") ||
+		// 			strings.EqualFold(row.Action, "sts:Assume*") ||
+		// 			strings.EqualFold(row.Action, "sts:*") {
+
+		// 			if row.Effect == "Allow" {
+		// 				//PrivEscPermissions = append(PrivEscPermissions, "sts:AssumeRole")
+		// 				if row.Resource == "*" {
+		// 					PrivEscPermissions = append(PrivEscPermissions, "sts:AssumeRole")
+		// 				} else if strings.EqualFold(row.Resource, aws.ToString(role.Arn)) {
+		// 					PrivEscPermissions = append(PrivEscPermissions, "sts:AssumeRole")
+		// 				}
+		// 			}
+		// 		}
+		// 		if row.Effect == "Deny" {
+		// 			// Remove the string sts:AssumeRole from the PrivEscPermissions slice
+		// 			for i, v := range PrivEscPermissions {
+		// 				if v == "sts:AssumeRole" {
+		// 					PrivEscPermissions = append(PrivEscPermissions[:i], PrivEscPermissions[i+1:]...)
+		// 				}
+		// 			}
+		// 		}
+		// 	}
+		// }
+
+		var TrustedPrincipals []models.TrustedPrincipal
+		var TrustedServices []models.TrustedService
+		var TrustedFederatedProviders []models.TrustedFederatedProvider
+		//var TrustedFederatedSubjects string
+		var trustedProvider string
+		var trustedSubjects string
+		var vendorName string
+
+		for _, statement := range trustsdoc.Statement {
+			for _, principal := range statement.Principal.AWS {
+				if strings.Contains(principal, ":root") {
+					//check to see if the accountID is known
+					accountID := strings.Split(principal, ":")[4]
+					vendorName = m.vendors.GetVendorNameFromAccountID(accountID)
+				}
+
+				TrustedPrincipals = append(TrustedPrincipals, models.TrustedPrincipal{
+					TrustedPrincipal: principal,
+					ExternalID:       statement.Condition.StringEquals.StsExternalID,
+					VendorName:       vendorName,
+					//IsAdmin:           false,
+					//CanPrivEscToAdmin: false,
+				})
+
+			}
+			for _, service := range statement.Principal.Service {
+				TrustedServices = append(TrustedServices, models.TrustedService{
+					TrustedService: service,
+					AccountID:      accountId,
+					//IsAdmin:           false,
+					//CanPrivEscToAdmin: false,
+				})
+
+			}
+			for _, federated := range statement.Principal.Federated {
+				if statement.Condition.StringLike.TokenActionsGithubusercontentComAud != "" || len(statement.Condition.StringLike.TokenActionsGithubusercontentComSub) > 0 {
+					trustedProvider = "GitHub"
+					trustedSubjects := strings.Join(statement.Condition.StringLike.TokenActionsGithubusercontentComSub, ",")
+					if trustedSubjects == "" {
+						trustedSubjects = "ALL REPOS!!!"
+					} else {
+						trustedSubjects = "Repos: " + trustedSubjects
+					}
+
+				} else if statement.Condition.StringEquals.SAMLAud == "https://signin.aws.amazon.com/saml" {
+					if strings.Contains(statement.Principal.Federated[0], "AWSSSO") {
+						trustedProvider = "AWS SSO" // (" + statement.Principal.Federated[0] + ")"
+					} else if strings.Contains(statement.Principal.Federated[0], "Okta") {
+						trustedProvider = "Okta" //  (" + statement.Principal.Federated[0] + ")"
+					}
+					trustedSubjects = "Not applicable"
+				} else if statement.Condition.StringEquals.OidcEksAud != "" || statement.Condition.StringEquals.OidcEksSub != nil || statement.Condition.StringLike.OidcEksAud != "" || statement.Condition.StringLike.OidcEksSub != nil {
+					trustedProvider = "EKS" // (" + statement.Principal.Federated[0] + ")"
+					// if statement.Condition.StringEquals.OidcEksSub != "" {
+					// 	trustedSubjects = statement.Condition.StringEquals.OidcEksSub
+					// } else if statement.Condition.StringLike.OidcEksSub != "" {
+					// 	trustedSubjects = statement.Condition.StringLike.OidcEksSub
+					// } else {
+					// 	trustedSubjects = "ALL SERVICE ACCOUNTS!"
+					// }
+					trustedSubjects = "ALL SERVICE ACCOUNTS!"
+				} else if statement.Principal.Federated[0] == "cognito-identity.amazonaws.com" {
+					trustedProvider = "Cognito" // (" + statement.Principal.Federated[0] + ")"
+					if statement.Condition.ForAnyValueStringLike.CognitoAMR != "" {
+						trustedSubjects = statement.Condition.ForAnyValueStringLike.CognitoAMR
+					}
+				} else {
+					if trustedProvider == "" && strings.Contains(statement.Principal.Federated[0], "oidc.eks") {
+						trustedProvider = "EKS" // (" + statement.Principal.Federated[0] + ")"
+						trustedSubjects = "ALL SERVICE ACCOUNTS!"
+					} else if trustedProvider == "" && strings.Contains(statement.Principal.Federated[0], "AWSSSO") {
+						trustedProvider = "AWS SSO" // (" + statement.Principal.Federated[0] + ")"
+					}
+					trustedSubjects = "Not applicable"
+				}
+
+				TrustedFederatedProviders = append(TrustedFederatedProviders, models.TrustedFederatedProvider{
+					TrustedFederatedProvider: federated,
+					ProviderShortName:        trustedProvider,
+					TrustedSubjects:          trustedSubjects,
+					//IsAdmin:                  false,
+					//CanPrivEscToAdmin:        false,
+				})
+			}
+		}
+
+		//create new object of type models.Role
+		role := models.Role{
+			Id:                        aws.ToString(role.Arn),
+			AccountID:                 accountId,
+			ARN:                       aws.ToString(role.Arn),
+			Name:                      aws.ToString(role.RoleName),
+			TrustsDoc:                 trustsdoc,
+			TrustedPrincipals:         TrustedPrincipals,
+			TrustedServices:           TrustedServices,
+			TrustedFederatedProviders: TrustedFederatedProviders,
+			CanPrivEscToAdmin:         canPrivEscToAdmin,
+			IsAdmin:                   isAdmin,
+		}
+		roles = append(roles, role)
+	}
+	return roles
+}

aws/graph/collectors/accounts.go

@@ -0,0 +1 @@
+package collectors

aws/graph/ingester/ingestor.go

@@ -0,0 +1,283 @@
+package ingestor
+
+import (
+	"bufio"
+	"context"
+	"encoding/json"
+	"os"
+	"path/filepath"
+	"strings"
+	"sync"
+
+	"github.com/BishopFox/cloudfox/aws/graph/ingester/schema"
+	"github.com/BishopFox/cloudfox/aws/graph/ingester/schema/models"
+	"github.com/neo4j/neo4j-go-driver/v5/neo4j"
+	log "github.com/sirupsen/logrus"
+)
+
+const (
+	// Neo4j
+	MergeNodeQueryTemplate = `CALL apoc.merge.node([$labels[0]], {Id: $Id}, $properties, $properties) YIELD node as obj
+	CALL apoc.create.setLabels(obj, $labels) YIELD node as labeledObj
+	RETURN labeledObj`
+
+	MergeRelationQueryTemplate = `UNWIND $batch as row
+	CALL apoc.merge.node([row.sourceLabel], apoc.map.fromValues([row.sourceProperty, row.sourceNodeId])) YIELD node as from
+	CALL apoc.merge.node([row.targetLabel], apoc.map.fromValues([row.targetProperty, row.targetNodeId])) YIELD node as to
+	CALL apoc.merge.relationship(from, row.relationshipType, {}, row.properties, to) YIELD rel
+	RETURN rel`
+
+	// Using sprintf to insert the label name since the driver doesn't support parameters for labels here
+	// %[1]s is a nice way to say "insert the first parameter here"
+	CreateConstraintQueryTemplate = "CREATE CONSTRAINT IF NOT EXISTS FOR (n: %s) REQUIRE n.Id IS UNIQUE"
+	CreateIndexQueryTemplate      = "CREATE INDEX %[1]s_Id IF NOT EXISTS FOR (n: %[1]s) ON (n.Id)"
+
+	PostProcessMergeQueryTemplate = `MATCH (n)
+	WITH n.Id AS Id, COLLECT(n) AS nodesToMerge
+	WHERE size(nodesToMerge) > 1
+	CALL apoc.refactor.mergeNodes(nodesToMerge, {properties: 'combine', mergeRels:true})
+	YIELD node
+	RETURN count(*);`
+)
+
+type Neo4jConfig struct {
+	Uri      string
+	Username string
+	Password string
+}
+
+type CloudFoxIngestor struct {
+	Neo4jConfig
+	//ResultsFile string
+	Driver neo4j.DriverWithContext
+	TmpDir string
+}
+
+func NewCloudFoxIngestor() (*CloudFoxIngestor, error) {
+	config := Neo4jConfig{
+		Uri:      "neo4j://localhost:7687",
+		Username: "neo4j",
+		Password: "cloudfox",
+	}
+	driver, err := neo4j.NewDriverWithContext(config.Uri, neo4j.BasicAuth(config.Username, config.Password, ""))
+	if err != nil {
+		return nil, err
+	}
+	return &CloudFoxIngestor{
+		Neo4jConfig: config,
+		//ResultsFile: resultsFile,
+		Driver: driver,
+	}, nil
+}
+
+// func unzipToTemp(zipFilePath string) (string, error) {
+// 	// Create a temporary directory to extract the zip file to
+// 	tempDir, err := os.MkdirTemp("", "cloudfox-graph")
+// 	if err != nil {
+// 		return "", err
+// 	}
+
+// 	// Open the zip file and extract to a temporary directory
+// 	zipfile, err := zip.OpenReader(zipFilePath)
+// 	if err != nil {
+// 		return "", err
+// 	}
+// 	defer zipfile.Close()
+
+// 	for _, file := range zipfile.File {
+// 		path := filepath.Join(tempDir, file.Name)
+// 		log.Debugf("Extracting file: %s", path)
+
+// 		fileData, err := file.Open()
+// 		if err != nil {
+// 			return "", err
+// 		}
+// 		defer fileData.Close()
+
+// 		newFile, err := os.Create(path)
+// 		if err != nil {
+// 			return "", err
+// 		}
+// 		defer newFile.Close()
+
+// 		if _, err := io.Copy(newFile, fileData); err != nil {
+// 			return "", err
+// 		}
+// 	}
+// 	return tempDir, nil
+// }
+
+func (i *CloudFoxIngestor) ProcessFile(path string, info os.FileInfo) error {
+	log.Infof("Processing file: %s", info.Name())
+
+	switch info.Name() {
+	case "accounts.jsonl":
+		return i.ProcessFileObjects(path, schema.Account, schema.Account)
+	case "roles.jsonl":
+		return i.ProcessFileObjects(path, schema.Role, schema.Role)
+	// case "servicePrincipals.jsonl":
+	// 	return i.ProcessFileObjects(path, schema.GraphServicePrincipal, schema.GraphObject)
+	// case "applications.jsonl":
+	// 	return i.ProcessFileObjects(path, schema.GraphApplication, schema.GraphObject)
+	// case "devices.jsonl":
+	// 	return i.ProcessFileObjects(path, schema.GraphDevice, schema.GraphObject)
+	// case "directoryRoles.jsonl":
+	// 	return i.ProcessFileObjects(path, schema.GraphRole, schema.GraphObject)
+	// case "subscriptions.jsonl":
+	// 	return i.ProcessFileObjects(path, schema.Subscription, schema.ArmResource)
+	// case "tenants.jsonl":
+	// 	return i.ProcessFileObjects(path, schema.Tenant, schema.ArmResource)
+	// case "rbac.jsonl":
+	// 	return i.ProcessFileObjects(path, schema.AzureRbac, "")
+	default:
+		return nil
+	}
+}
+
+func (i *CloudFoxIngestor) ProcessFileObjects(path string, objectType schema.NodeLabel, generalType schema.NodeLabel) error {
+
+	var object = models.NodeLabelToNodeMap[objectType]
+
+	// Open the file
+	file, err := os.Open(path)
+	if err != nil {
+		return err
+	}
+	defer file.Close()
+
+	// Read the file line by line
+	scanner := bufio.NewScanner(file)
+
+	//Iterate over the lines and create the nodes
+	for scanner.Scan() {
+		line := strings.TrimSuffix(scanner.Text(), "\n")
+
+		// Skip empty lines
+		if len(line) > 0 {
+			if err := json.Unmarshal([]byte(line), &object); err != nil {
+				log.Errorf("%s : %s", err, line)
+				continue
+			}
+		}
+		relationships := object.MakeRelationships()
+		if err := i.InsertDBObjects(object, relationships, []schema.NodeLabel{generalType, objectType}); err != nil {
+			log.Error(err)
+			continue
+		}
+
+	}
+	return nil
+}
+
+func (i *CloudFoxIngestor) InsertDBObjects(object schema.Node, relationships []schema.Relationship, labels []schema.NodeLabel) error {
+	goCtx := context.Background()
+	var err error
+
+	// Insert the node
+	if object != nil {
+		nodeMap, err := schema.ConvertCustomTypesToNeo4j(&object)
+		if err != nil {
+			log.Errorf("Error converting custom types to neo4j: %s -- %v", err, object)
+			return err
+		}
+
+		//nodeMap := schema.AsNeo4j(&object)
+		nodeQueryParams := map[string]interface{}{
+			"Id":         nodeMap["Id"],
+			"labels":     labels,
+			"properties": nodeMap,
+		}
+		_, err = neo4j.ExecuteQuery(goCtx, i.Driver, MergeNodeQueryTemplate, nodeQueryParams, neo4j.EagerResultTransformer, neo4j.ExecuteQueryWithDatabase("neo4j"))
+		if err != nil {
+			log.Errorf("Error inserting node: %s -- %v", err, nodeQueryParams)
+			return err
+		}
+	}
+
+	// Insert the relationships
+	if len(relationships) > 0 {
+		var relationshipInterface []map[string]interface{}
+
+		// Check the default SourceProperty and TargetProperty values
+		for _, relationship := range relationships {
+			var currentRelationship map[string]interface{}
+
+			if relationship.SourceProperty == "" {
+				relationship.SourceProperty = "Id"
+			}
+			if relationship.TargetProperty == "" {
+				relationship.TargetProperty = "Id"
+			}
+			relationshipBytes, err := json.Marshal(relationship)
+			if err != nil {
+				return err
+			}
+			if err := json.Unmarshal(relationshipBytes, &currentRelationship); err != nil {
+				return err
+			}
+			relationshipInterface = append(relationshipInterface, currentRelationship)
+		}
+
+		_, err = neo4j.ExecuteQuery(goCtx, i.Driver, MergeRelationQueryTemplate, map[string]interface{}{"batch": relationshipInterface}, neo4j.EagerResultTransformer, neo4j.ExecuteQueryWithDatabase("neo4j"))
+		if err != nil {
+			log.Errorf("Error inserting relationships: %s -- %v", err, relationshipInterface)
+			return err
+		}
+	}
+
+	return nil
+}
+
+func (i *CloudFoxIngestor) Run(graphOutputDir string) error {
+	goCtx := context.Background()
+	log.Infof("Verifying connectivity to Neo4J at %s", i.Uri)
+	if err := i.Driver.VerifyConnectivity(goCtx); err != nil {
+		return err
+	}
+	defer i.Driver.Close(goCtx)
+	var err error
+
+	// Get the label to model map
+
+	// Create constraints and indexes
+	// log.Info("Creating constraints and indexes for labels")
+	// for label := range models.NodeLabelToNodeMap {
+	// 	for _, query := range []string{CreateConstraintQueryTemplate, CreateIndexQueryTemplate} {
+	// 		_, err := neo4j.ExecuteQuery(goCtx, i.Driver, fmt.Sprintf(query, label), nil, neo4j.EagerResultTransformer, neo4j.ExecuteQueryWithDatabase("neo4j"))
+	// 		if err != nil {
+	// 			log.Error(err)
+	// 			continue
+	// 		}
+	// 	}
+	// }
+
+	// Process the files in the output directory
+	fileWg := new(sync.WaitGroup)
+	filepath.Walk(graphOutputDir, func(path string, info os.FileInfo, err error) error {
+		if err != nil {
+			return err
+		}
+		if graphOutputDir == path {
+			return nil
+		}
+
+		fileWg.Add(1)
+		go func(path string) {
+			defer fileWg.Done()
+			i.ProcessFile(path, info)
+			log.Infof("Finished processing file: %s", info.Name())
+		}(path)
+		return nil
+	})
+	fileWg.Wait()
+	log.Info("Finished processing files")
+
+	// Run the post processing merge query
+	log.Info("Running post processing merge query")
+	_, err = neo4j.ExecuteQuery(goCtx, i.Driver, PostProcessMergeQueryTemplate, nil, neo4j.EagerResultTransformer, neo4j.ExecuteQueryWithDatabase("neo4j"))
+	if err != nil {
+		log.Error(err)
+		return err
+	}
+	return nil
+}

aws/graph/ingester/schema/models/account.go

@@ -0,0 +1,44 @@
+package models
+
+import "github.com/BishopFox/cloudfox/aws/graph/ingester/schema"
+
+type Account struct {
+	Id               string
+	Arn              string
+	Email            string
+	Name             string
+	Status           string
+	JoinedMethod     string
+	JoinedTimestamp  string
+	IsOrgMgmt        bool
+	IsChildAccount   bool
+	OrgMgmtAccountID string
+	OrganizationID   string
+}
+
+func (a *Account) MakeRelationships() []schema.Relationship {
+	var relationships []schema.Relationship
+
+	// make relationship from children accounts to parent org
+	if a.IsChildAccount {
+		// make relationship from child to org mgmt account
+		relationships = append(relationships, schema.Relationship{
+			SourceNodeID:     a.OrganizationID,
+			TargetNodeID:     a.Id,
+			SourceLabel:      schema.Organization,
+			TargetLabel:      schema.Account,
+			RelationshipType: schema.Manages,
+		})
+		// make relationship from parent org mgmt account to child account
+		relationships = append(relationships, schema.Relationship{
+			SourceNodeID:     a.Id,
+			TargetNodeID:     a.OrganizationID,
+			SourceLabel:      schema.Account,
+			TargetLabel:      schema.Organization,
+			RelationshipType: schema.MemberOf,
+		})
+
+	}
+
+	return relationships
+}

aws/graph/ingester/schema/models/constants.go

@@ -0,0 +1,11 @@
+package models
+
+import (
+	"github.com/BishopFox/cloudfox/aws/graph/ingester/schema"
+)
+
+var NodeLabelToNodeMap = map[schema.NodeLabel]schema.Node{
+	schema.Organization: &Organization{},
+	schema.Account:      &Account{},
+	schema.Role:         &Role{},
+}

aws/graph/ingester/schema/models/org.go

@@ -0,0 +1,20 @@
+package models
+
+import (
+	"github.com/BishopFox/cloudfox/aws/graph/ingester/schema"
+)
+
+type Organization struct {
+	Id                 string
+	OrgId              string
+	Arn                string
+	MasterAccountArn   string
+	MasterAccountId    string
+	MasterAccountEmail string
+	ChildAccounts      []Account
+	MgmtAccount        Account
+}
+
+func (o *Organization) MakeRelationships() []schema.Relationship {
+	return []schema.Relationship{}
+}

aws/graph/ingester/schema/models/resource.go

@@ -0,0 +1,5 @@
+package models
+
+type Resource struct {
+	ARN string
+}

aws/graph/ingester/schema/models/roles.go

@@ -0,0 +1,647 @@
+package models
+
+import (
+	"fmt"
+	"strings"
+
+	"github.com/BishopFox/cloudfox/aws/graph/ingester/schema"
+	"github.com/BishopFox/cloudfox/internal/aws/policy"
+	"github.com/BishopFox/cloudfox/internal/common"
+	"github.com/dominikbraun/graph"
+)
+
+type Role struct {
+	Id                        string
+	AccountID                 string
+	ARN                       string
+	Name                      string
+	TrustsDoc                 policy.TrustPolicyDocument
+	TrustedPrincipals         []TrustedPrincipal
+	TrustedServices           []TrustedService
+	TrustedFederatedProviders []TrustedFederatedProvider
+	CanPrivEscToAdmin         string
+	IsAdmin                   string
+	IdValue                   string
+	IsAdminP                  bool
+	PathToAdminSameAccount    bool
+	PathToAdminCrossAccount   bool
+}
+
+type TrustedPrincipal struct {
+	TrustedPrincipal string
+	ExternalID       string
+	VendorName       string
+	//IsAdmin           bool
+	//CanPrivEscToAdmin bool
+}
+
+type TrustedService struct {
+	TrustedService string
+	AccountID      string
+	//IsAdmin           bool
+	//CanPrivEscToAdmin bool
+}
+
+type TrustedFederatedProvider struct {
+	TrustedFederatedProvider string
+	ProviderShortName        string
+	TrustedSubjects          string
+	//IsAdmin                  bool
+	//CanPrivEscToAdmin        bool
+}
+
+func (a *Role) MakeRelationships() []schema.Relationship {
+	var relationships []schema.Relationship
+	//instance := singleton.GetInstance()
+
+	// get thisAccount id from role arn
+	var thisAccount string
+	if len(a.ARN) >= 25 {
+		thisAccount = a.ARN[13:25]
+	} else {
+		fmt.Sprintf("Could not get account number from this role arn%s", a.ARN)
+	}
+
+	// make a relationship between each role and the account it belongs to
+	relationships = append(relationships, schema.Relationship{
+		SourceNodeID:     a.Id,
+		TargetNodeID:     thisAccount,
+		SourceLabel:      schema.Role,
+		TargetLabel:      schema.Account,
+		RelationshipType: schema.MemberOf,
+	})
+
+	for _, TrustedPrincipal := range a.TrustedPrincipals {
+		//get account id from the trusted principal arn
+		var trustedPrincipalAccount string
+		if len(TrustedPrincipal.TrustedPrincipal) >= 25 {
+			trustedPrincipalAccount = TrustedPrincipal.TrustedPrincipal[13:25]
+		} else {
+			fmt.Sprintf("Could not get account number from this TrustedPrincipal%s", TrustedPrincipal.TrustedPrincipal)
+		}
+		var PermissionsRowAccount string
+		// make a TRUSTED_BY relationship between the role and the trusted principal. This does not mean the principal can assume this role, we need more logic to determine that (see below)
+		// relationships = append(relationships, schema.Relationship{
+		// 	SourceNodeID:     TrustedPrincipal.TrustedPrincipal,
+		// 	TargetNodeID:     a.Id,
+		// 	SourceLabel:      schema.Principal,
+		// 	TargetLabel:      schema.Role,
+		// 	RelationshipType: schema.IsTrustedBy,
+		// })
+		// // make a TRUSTS relationship between the trusted principal and this role. This does not mean the principal can assume this role, we need more logic to determine that (see below)
+		// relationships = append(relationships, schema.Relationship{
+		// 	SourceNodeID:     a.Id,
+		// 	TargetNodeID:     TrustedPrincipal.TrustedPrincipal,
+		// 	SourceLabel:      schema.Role,
+		// 	TargetLabel:      schema.Principal,
+		// 	RelationshipType: schema.Trusts,
+		// })
+		// // make a MEMBER_OF relationship between the role and the account
+		// relationships = append(relationships, schema.Relationship{
+		// 	SourceNodeID:     TrustedPrincipal.TrustedPrincipal,
+		// 	TargetNodeID:     trustedPrincipalAccount,
+		// 	SourceLabel:      schema.Principal,
+		// 	TargetLabel:      schema.Account,
+		// 	RelationshipType: schema.MemberOf,
+		// })
+
+		// if the role trusts a principal in this same account explicitly, then the principal can assume the role
+		if thisAccount == trustedPrincipalAccount {
+			// make a CAN_ASSUME relationship between the trusted principal and this role
+			relationships = append(relationships, schema.Relationship{
+				SourceNodeID:     TrustedPrincipal.TrustedPrincipal,
+				TargetNodeID:     a.Id,
+				SourceLabel:      schema.Principal,
+				TargetLabel:      schema.Role,
+				RelationshipType: schema.CanAssume,
+			})
+
+			// make a CAN_BE_ASSUMED_BY relationship between this role and the trusted principal
+			// relationships = append(relationships, schema.Relationship{
+			// 	SourceNodeID:     a.Id,
+			// 	TargetNodeID:     TrustedPrincipal.TrustedPrincipal,
+			// 	SourceLabel:      schema.Role,
+			// 	TargetLabel:      schema.Principal,
+			// 	RelationshipType: schema.CanBeAssumedBy,
+			// })
+		}
+
+		// If the role trusts a principal in this account or another account using the :root notation, then we need to iterate over all of the rows in AllPermissionsRows to find the principals that have sts:AssumeRole permissions on this role
+		// if the role we are looking at trusts root in it's own account
+
+		if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf("%s:root", thisAccount)) {
+			// iterate over all rows in AllPermissionsRows
+			for _, PermissionsRow := range common.PermissionRowsFromAllProfiles {
+				// but we only care about the rows that have arns that are in this account
+
+				if len(PermissionsRow.Arn) >= 25 {
+					PermissionsRowAccount = PermissionsRow.Arn[13:25]
+				} else {
+					fmt.Sprintf("Could not get account number from this PermissionsRow%s", PermissionsRow.Arn)
+				}
+
+				if PermissionsRowAccount == thisAccount {
+					// lets only look for rows that have sts:AssumeRole permissions
+					if strings.EqualFold(PermissionsRow.Action, "sts:AssumeRole") ||
+						strings.EqualFold(PermissionsRow.Action, "*") ||
+						strings.EqualFold(PermissionsRow.Action, "sts:Assume*") ||
+						strings.EqualFold(PermissionsRow.Action, "sts:*") {
+						// lets only focus on rows that have an effect of Allow
+						if strings.EqualFold(PermissionsRow.Effect, "Allow") {
+							// if the resource is * or the resource is this role arn, then this principal can assume this role
+							if PermissionsRow.Resource == "*" || strings.Contains(PermissionsRow.Resource, a.ARN) {
+								// make a CAN_ASSUME relationship between the trusted principal and this role
+								//evaluate if the princiapl is a user or a role and set a variable accordingly
+								//var principalType schema.NodeLabel
+								if strings.EqualFold(PermissionsRow.Type, "User") {
+									relationships = append(relationships, schema.Relationship{
+										SourceNodeID:     PermissionsRow.Arn,
+										TargetNodeID:     a.Id,
+										SourceLabel:      schema.User,
+										TargetLabel:      schema.Role,
+										RelationshipType: schema.CanAssume,
+									})
+								} else if strings.EqualFold(PermissionsRow.Type, "Role") {
+									relationships = append(relationships, schema.Relationship{
+										SourceNodeID:     PermissionsRow.Arn,
+										TargetNodeID:     a.Id,
+										SourceLabel:      schema.Role,
+										TargetLabel:      schema.Role,
+										RelationshipType: schema.CanAssume,
+									})
+								}
+
+								// relationships = append(relationships, schema.Relationship{
+								// 	SourceNodeID:     PermissionsRow.Arn,
+								// 	TargetNodeID:     a.Id,
+								// 	SourceLabel:      principalType,
+								// 	TargetLabel:      schema.Role,
+								// 	RelationshipType: schema.CanAssumeTest,
+								// })
+								// make a CAN_BE_ASSUMED_BY relationship between this role and the trusted principal
+								// relationships = append(relationships, schema.Relationship{
+								// 	SourceNodeID:     a.Id,
+								// 	TargetNodeID:     PermissionsRow.Arn,
+								// 	SourceLabel:      schema.Role,
+								// 	TargetLabel:      schema.Principal,
+								// 	RelationshipType: schema.CanBeAssumedByTest,
+								// })
+
+							}
+						}
+					}
+
+				}
+			}
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf("%s:root", trustedPrincipalAccount)) {
+			// iterate over all rows in AllPermissionsRows
+			for _, PermissionsRow := range common.PermissionRowsFromAllProfiles {
+				// but we only care about the rows that have arns that are in this other account
+				if len(PermissionsRow.Arn) >= 25 {
+					PermissionsRowAccount = PermissionsRow.Arn[13:25]
+				} else {
+					fmt.Sprintf("Could not get account number from this PermissionsRow%s", PermissionsRow.Arn)
+				}
+				if PermissionsRowAccount == trustedPrincipalAccount {
+					// lets only look for rows that have sts:AssumeRole permissions
+					if strings.EqualFold(PermissionsRow.Action, "sts:AssumeRole") ||
+						strings.EqualFold(PermissionsRow.Action, "*") ||
+						strings.EqualFold(PermissionsRow.Action, "sts:Assume*") ||
+						strings.EqualFold(PermissionsRow.Action, "sts:*") {
+						// lets only focus on rows that have an effect of Allow
+						if strings.EqualFold(PermissionsRow.Effect, "Allow") {
+							// if the resource is * or the resource is this role arn, then this principal can assume this role
+							if PermissionsRow.Resource == "*" || strings.Contains(PermissionsRow.Resource, a.ARN) {
+								// make a CAN_ASSUME relationship between the trusted principal and this role
+
+								if strings.EqualFold(PermissionsRow.Type, "User") {
+									relationships = append(relationships, schema.Relationship{
+										SourceNodeID:     PermissionsRow.Arn,
+										TargetNodeID:     a.Id,
+										SourceLabel:      schema.User,
+										TargetLabel:      schema.Role,
+										RelationshipType: schema.CanAssumeCrossAccount,
+									})
+									relationships = append(relationships, schema.Relationship{
+										SourceNodeID:     PermissionsRow.Arn,
+										TargetNodeID:     a.Id,
+										SourceLabel:      schema.User,
+										TargetLabel:      schema.Role,
+										RelationshipType: schema.CanAccess,
+									})
+								} else if strings.EqualFold(PermissionsRow.Type, "Role") {
+									relationships = append(relationships, schema.Relationship{
+										SourceNodeID:     PermissionsRow.Arn,
+										TargetNodeID:     a.Id,
+										SourceLabel:      schema.Role,
+										TargetLabel:      schema.Role,
+										RelationshipType: schema.CanAssumeCrossAccount,
+									})
+									relationships = append(relationships, schema.Relationship{
+										SourceNodeID:     PermissionsRow.Arn,
+										TargetNodeID:     a.Id,
+										SourceLabel:      schema.Role,
+										TargetLabel:      schema.Role,
+										RelationshipType: schema.CanAccess,
+									})
+								}
+								// // make a CAN_BE_ASSUMED_BY relationship between this role and the trusted principal
+								// relationships = append(relationships, schema.Relationship{
+								// 	SourceNodeID:     a.Id,
+								// 	TargetNodeID:     PermissionsRow.Arn,
+								// 	SourceLabel:      schema.Role,
+								// 	TargetLabel:      schema.Principal,
+								// 	RelationshipType: schema.CanBeAssumedByTest,
+								// })
+
+							}
+						}
+					}
+
+				}
+			}
+			// If the role trusts :root in another account and the trusted principal is a vendor, we will make a relationship between our role and a vendor node instead of a principal node
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, ":root") && TrustedPrincipal.VendorName != "" {
+			relationships = append(relationships, schema.Relationship{
+				SourceNodeID:     TrustedPrincipal.TrustedPrincipal,
+				TargetNodeID:     a.Id,
+				SourceLabel:      schema.Vendor,
+				TargetLabel:      schema.Role,
+				RelationshipType: schema.CanAssume,
+			})
+		}
+
+	}
+
+	for _, TrustedService := range a.TrustedServices {
+		// make relationship from trusted service to this role of type can assume
+		relationships = append(relationships, schema.Relationship{
+			SourceNodeID:     TrustedService.TrustedService + "_" + TrustedService.AccountID,
+			TargetNodeID:     a.Id,
+			SourceLabel:      schema.Service,
+			TargetLabel:      schema.Role,
+			RelationshipType: schema.IsTrustedBy,
+		})
+		// make relationship from this role to trusted service of type can be assumed by
+		relationships = append(relationships, schema.Relationship{
+			SourceNodeID:     a.Id,
+			TargetNodeID:     TrustedService.TrustedService + "_" + TrustedService.AccountID,
+			SourceLabel:      schema.Role,
+			TargetLabel:      schema.Service,
+			RelationshipType: schema.Trusts,
+		})
+	}
+
+	for _, TrustedFederatedProvider := range a.TrustedFederatedProviders {
+		// make relationship from trusted federated provider to this role of type can assume
+		relationships = append(relationships, schema.Relationship{
+			SourceNodeID:     TrustedFederatedProvider.TrustedFederatedProvider,
+			TargetNodeID:     a.Id,
+			SourceLabel:      schema.FederatedIdentity,
+			TargetLabel:      schema.Role,
+			RelationshipType: schema.CanAssume,
+		})
+		// make relationship from this role to trusted federated provider of type can be assumed by
+		relationships = append(relationships, schema.Relationship{
+			SourceNodeID:     a.Id,
+			TargetNodeID:     TrustedFederatedProvider.TrustedFederatedProvider,
+			SourceLabel:      schema.Role,
+			TargetLabel:      schema.FederatedIdentity,
+			RelationshipType: schema.CanBeAssumedBy,
+		})
+		// make relationship from trusted federated provider to this role of type can assume
+		relationships = append(relationships, schema.Relationship{
+			SourceNodeID:     TrustedFederatedProvider.TrustedFederatedProvider,
+			TargetNodeID:     a.Id,
+			SourceLabel:      schema.FederatedIdentity,
+			TargetLabel:      schema.Role,
+			RelationshipType: schema.IsTrustedBy,
+		})
+		// make relationship from this role to trusted federated provider of type can be assumed by
+		relationships = append(relationships, schema.Relationship{
+			SourceNodeID:     a.Id,
+			TargetNodeID:     TrustedFederatedProvider.TrustedFederatedProvider,
+			SourceLabel:      schema.Role,
+			TargetLabel:      schema.FederatedIdentity,
+			RelationshipType: schema.Trusts,
+		})
+	}
+
+	return relationships
+}
+
+// func (a *Node) GenerateAttributes() map[string]string {
+// 	attributes := make(map[string]string)
+// 	attributes["Id"] = a.Id
+// 	attributes["Name"] = a.Name
+// 	attributes["Type"] = "Role"
+// 	attributes["AccountID"] = a.AccountID
+// 	attributes["ARN"] = a.ARN
+// 	attributes["CanPrivEscToAdmin"] = a.CanPrivEscToAdmin
+// 	attributes["IsAdmin"] = a.IsAdmin
+// 	attributes["IdValue"] = a.IdValue
+// 	return attributes
+// }
+
+// func (a *Role) MergeAttributes(newAttributes map[string]string) {
+// 	if a.Id == "" {
+// 		a.Id = newAttributes["Id"]
+// 	}
+// 	if a.Name == "" {
+// 		a.Name = newAttributes["Name"]
+// 	}
+// 	if a.Type == "" {
+// 		a.Type = newAttributes["Type"]
+// 	}
+// 	if a.AccountID == "" {
+// 		a.AccountID = newAttributes["AccountID"]
+// 	}
+// 	if a.ARN == "" {
+// 		a.ARN = newAttributes["ARN"]
+// 	}
+// 	if a.CanPrivEscToAdmin == "" {
+// 		a.CanPrivEscToAdmin = newAttributes["CanPrivEscToAdmin"]
+// 	}
+// 	if a.IsAdmin == "" {
+// 		a.IsAdmin = newAttributes["IsAdmin"]
+// 	}
+// 	if a.IdValue == "" {
+// 		a.IdValue = newAttributes["IdValue"]
+// 	}
+// }
+
+func (a *Role) MakeVertices(GlobalGraph graph.Graph[string, string]) {
+
+	// make a vertex for this role as populate all of the data in the Role struct as attributes
+	err := GlobalGraph.AddVertex(
+		a.Id,
+		graph.VertexAttribute("Name", a.Name),
+		graph.VertexAttribute("Type", "Role"),
+		graph.VertexAttribute("AccountID", a.AccountID),
+		graph.VertexAttribute("ARN", a.ARN),
+		graph.VertexAttribute("CanPrivEscToAdmin", a.CanPrivEscToAdmin),
+		graph.VertexAttribute("IsAdmin", a.IsAdmin),
+		graph.VertexAttribute("IdValue", a.IdValue),
+	)
+	if err != nil {
+		if err == graph.ErrVertexAlreadyExists {
+			fmt.Println(a.Id + " already exists")
+		}
+	}
+
+}
+
+// func MakeAllVertices(GlobalRoles []Role, GlobalPmapperGraph aws.PmapperModule) (GlobalGraph graph.Graph[string, string]) {
+
+// 	// for all nodes in the GlobalPmapperGraph, check to see if they exist in the GlobalRoles slice. If they do, then update the node with the new data. If they don't, then add the node to the GlobalRoles slice
+// 	for _, node := range GlobalPmapperGraph.Nodes {
+// 		// check to see if the node exists in the GlobalRoles slice
+// 		var nodeExists bool
+// 		for _, role := range GlobalRoles {
+// 			if node.Id == role.Id {
+// 				nodeExists = true
+// 			}
+// 		}
+
+// 	// // make a vertex for this role as populate all of the data in the Role struct as attributes
+// 	// err := GlobalGraph.AddVertex(
+// 	// 	a.Id,
+// 	// 	graph.VertexAttribute("Name", a.Name),
+// 	// 	graph.VertexAttribute("Type", "Role"),
+// 	// 	graph.VertexAttribute("AccountID", a.AccountID),
+// 	// 	graph.VertexAttribute("ARN", a.ARN),
+// 	// 	graph.VertexAttribute("CanPrivEscToAdmin", a.CanPrivEscToAdmin),
+// 	// 	graph.VertexAttribute("IsAdmin", a.IsAdmin),
+// 	// 	graph.VertexAttribute("IdValue", a.IdValue),
+// 	// )
+// 	// if err != nil {
+// 	// 	if err == graph.ErrVertexAlreadyExists {
+// 	// 		fmt.Println(a.Id + " already exists")
+// 	// 	}
+// 	// }
+
+// }
+
+func (a *Role) MakeEdges(GlobalGraph graph.Graph[string, string]) []schema.Relationship {
+	var relationships []schema.Relationship
+
+	// get thisAccount id from role arn
+	var thisAccount string
+	if len(a.ARN) >= 25 {
+		thisAccount = a.ARN[13:25]
+	} else {
+		fmt.Sprintf("Could not get account number from this role arn%s", a.ARN)
+	}
+
+	for _, TrustedPrincipal := range a.TrustedPrincipals {
+		//get account id from the trusted principal arn
+		var trustedPrincipalAccount string
+		if len(TrustedPrincipal.TrustedPrincipal) >= 25 {
+			trustedPrincipalAccount = TrustedPrincipal.TrustedPrincipal[13:25]
+		} else {
+			fmt.Sprintf("Could not get account number from this TrustedPrincipal%s", TrustedPrincipal.TrustedPrincipal)
+		}
+		var PermissionsRowAccount string
+
+		// if the role trusts a principal in this same account explicitly, then the principal can assume the role
+		if thisAccount == trustedPrincipalAccount {
+			// make a CAN_ASSUME relationship between the trusted principal and this role
+
+			err := GlobalGraph.AddEdge(
+				TrustedPrincipal.TrustedPrincipal,
+				a.Id,
+				graph.EdgeAttribute("AssumeRole", "Same account explicit trust"),
+			)
+			if err != nil {
+				fmt.Println(err)
+				fmt.Println(TrustedPrincipal.TrustedPrincipal + a.Id + "Same account explicit trust")
+			}
+		}
+
+		// If the role trusts a principal in this account or another account using the :root notation, then we need to iterate over all of the rows in AllPermissionsRows to find the principals that have sts:AssumeRole permissions on this role
+		// if the role we are looking at trusts root in it's own account
+
+		if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf("%s:root", thisAccount)) {
+			err := GlobalGraph.AddVertex(
+				a.Id,
+				graph.VertexAttribute("Name", a.Name),
+				graph.VertexAttribute("Type", "Account"),
+				graph.VertexAttribute("AccountID", a.AccountID),
+			)
+			if err != nil {
+				if err == graph.ErrVertexAlreadyExists {
+					fmt.Println(a.Id + " already exists")
+				}
+			}
+			// iterate over all rows in AllPermissionsRows
+			for _, PermissionsRow := range common.PermissionRowsFromAllProfiles {
+				// but we only care about the rows that have arns that are in this account
+
+				if len(PermissionsRow.Arn) >= 25 {
+					PermissionsRowAccount = PermissionsRow.Arn[13:25]
+				} else {
+					fmt.Sprintf("Could not get account number from this PermissionsRow%s", PermissionsRow.Arn)
+				}
+
+				if PermissionsRowAccount == thisAccount {
+					// lets only look for rows that have sts:AssumeRole permissions
+					if strings.EqualFold(PermissionsRow.Action, "sts:AssumeRole") ||
+						strings.EqualFold(PermissionsRow.Action, "*") ||
+						strings.EqualFold(PermissionsRow.Action, "sts:Assume*") ||
+						strings.EqualFold(PermissionsRow.Action, "sts:*") {
+						// lets only focus on rows that have an effect of Allow
+						if strings.EqualFold(PermissionsRow.Effect, "Allow") {
+							// if the resource is * or the resource is this role arn, then this principal can assume this role
+							if PermissionsRow.Resource == "*" || strings.Contains(PermissionsRow.Resource, a.ARN) {
+								// make a CAN_ASSUME relationship between the trusted principal and this role
+								//evaluate if the princiapl is a user or a role and set a variable accordingly
+								//var principalType schema.NodeLabel
+								if strings.EqualFold(PermissionsRow.Type, "User") {
+									err := GlobalGraph.AddEdge(
+										PermissionsRow.Arn,
+										a.Id,
+										graph.EdgeAttribute("AssumeRole", "Same account root trust and trusted principal has permission to assume role"),
+									)
+									if err != nil {
+										fmt.Println(err)
+										fmt.Println(PermissionsRow.Arn + a.Id + "Same account root trust and trusted principal has permission to assume role")
+									}
+								} else if strings.EqualFold(PermissionsRow.Type, "Role") {
+									err := GlobalGraph.AddEdge(
+										PermissionsRow.Arn,
+										a.Id,
+										graph.EdgeAttribute("AssumeRole", "Same account root trust and trusted principal has permission to assume role"),
+									)
+									if err != nil {
+										fmt.Println(err)
+										fmt.Println(PermissionsRow.Arn + a.Id + "Same account root trust and trusted principal has permission to assume role")
+									}
+								}
+							}
+						}
+					}
+				}
+			}
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, ":root") && TrustedPrincipal.VendorName != "" {
+			err := GlobalGraph.AddVertex(
+				a.Id,
+				graph.VertexAttribute("Name", a.Name),
+				graph.VertexAttribute("Type", "Account"),
+				graph.VertexAttribute("AccountID", a.AccountID),
+				graph.VertexAttribute("VendorName", TrustedPrincipal.VendorName),
+			)
+			if err != nil {
+				if err == graph.ErrVertexAlreadyExists {
+					fmt.Println(a.Id + " already exists")
+				}
+			}
+			// If the role trusts :root in another account and the trusted principal is a vendor, we will make a relationship between our role and a vendor node instead of a principal node
+			relationships = append(relationships, schema.Relationship{
+				SourceNodeID:     TrustedPrincipal.TrustedPrincipal,
+				TargetNodeID:     a.Id,
+				SourceLabel:      schema.Vendor,
+				TargetLabel:      schema.Role,
+				RelationshipType: schema.CanAssume,
+			})
+			err = GlobalGraph.AddEdge(
+				//TrustedPrincipal.TrustedPrincipal,
+				TrustedPrincipal.VendorName,
+				a.Id,
+				graph.EdgeAttribute("VendorAssumeRole", "Cross account root trust and trusted principal is a vendor"),
+			)
+			if err != nil {
+				fmt.Println(err)
+				fmt.Println(TrustedPrincipal.VendorName + a.Id + "Cross account root trust and trusted principal is a vendor")
+
+			}
+		} else if strings.Contains(TrustedPrincipal.TrustedPrincipal, fmt.Sprintf("%s:root", trustedPrincipalAccount)) {
+			err := GlobalGraph.AddVertex(
+				a.Id,
+				graph.VertexAttribute("Name", a.Name),
+				graph.VertexAttribute("Type", "Account"),
+				graph.VertexAttribute("AccountID", a.AccountID),
+			)
+			if err != nil {
+				if err == graph.ErrVertexAlreadyExists {
+					fmt.Println(a.Id + " already exists")
+				}
+			}
+			// iterate over all rows in AllPermissionsRows
+			for _, PermissionsRow := range common.PermissionRowsFromAllProfiles {
+				// but we only care about the rows that have arns that are in this other account
+				if len(PermissionsRow.Arn) >= 25 {
+					PermissionsRowAccount = PermissionsRow.Arn[13:25]
+				} else {
+					fmt.Sprintf("Could not get account number from this PermissionsRow%s", PermissionsRow.Arn)
+				}
+				if PermissionsRowAccount == trustedPrincipalAccount {
+					// lets only look for rows that have sts:AssumeRole permissions
+					if strings.EqualFold(PermissionsRow.Action, "sts:AssumeRole") ||
+						strings.EqualFold(PermissionsRow.Action, "*") ||
+						strings.EqualFold(PermissionsRow.Action, "sts:Assume*") ||
+						strings.EqualFold(PermissionsRow.Action, "sts:*") {
+						// lets only focus on rows that have an effect of Allow
+						if strings.EqualFold(PermissionsRow.Effect, "Allow") {
+							// if the resource is * or the resource is this role arn, then this principal can assume this role
+							if PermissionsRow.Resource == "*" || strings.Contains(PermissionsRow.Resource, a.ARN) {
+								// make a CAN_ASSUME relationship between the trusted principal and this role
+
+								if strings.EqualFold(PermissionsRow.Type, "User") {
+									err := GlobalGraph.AddEdge(
+										PermissionsRow.Arn,
+										a.Id,
+										graph.EdgeAttribute("CrossAccountAssumeRole", "Cross account root trust and trusted principal has permission to assume role"),
+									)
+									if err != nil {
+										fmt.Println(err)
+										fmt.Println(PermissionsRow.Arn + a.Id + "Cross account root trust and trusted principal has permission to assume role")
+									}
+
+								} else if strings.EqualFold(PermissionsRow.Type, "Role") {
+									err := GlobalGraph.AddEdge(
+										PermissionsRow.Arn,
+										a.Id,
+										graph.EdgeAttribute("CrossAccountAssumeRole", "Cross account root trust and trusted principal has permission to assume role"),
+									)
+									if err != nil {
+										fmt.Println(err)
+										fmt.Println(PermissionsRow.Arn + a.Id + "Cross account root trust and trusted principal has permission to assume role")
+									}
+								}
+							}
+						}
+					}
+
+				}
+			}
+
+		}
+	}
+	// pmapper takes care of this part so commenting out for now - but leaving as a placeholder
+
+	// for _, TrustedService := range a.TrustedServices {
+	// 	// make relationship from trusted service to this role of type can assume
+	// 	// make relationship from this role to trusted service of type can be assumed by
+	// }
+
+	for _, TrustedFederatedProvider := range a.TrustedFederatedProviders {
+		// make relationship from trusted federated provider to this role of type can assume
+
+		GlobalGraph.AddVertex(
+			TrustedFederatedProvider.TrustedFederatedProvider,
+			graph.VertexAttribute("Type", "FederatedIdentity"),
+		)
+		err := GlobalGraph.AddEdge(
+			TrustedFederatedProvider.TrustedFederatedProvider,
+			a.Id,
+			graph.EdgeAttribute("FederatedAssumeRole", "Trusted federated provider"),
+		)
+		if err != nil {
+			fmt.Println(err)
+			fmt.Println(TrustedFederatedProvider.TrustedFederatedProvider + a.Id + "Trusted federated provider")
+		}
+
+	}
+
+	return relationships
+}

aws/graph/ingester/schema/models/users.go

@@ -0,0 +1,71 @@
+package models
+
+import (
+	"fmt"
+
+	"github.com/BishopFox/cloudfox/aws/graph/ingester/schema"
+)
+
+type User struct {
+	Id                string
+	ARN               string
+	Name              string
+	IsAdmin           string
+	CanPrivEscToAdmin string
+	IdValue           string
+}
+
+func (a *User) MakeRelationships() []schema.Relationship {
+	// make a relationship between each role and the account it belongs to
+	relationships := []schema.Relationship{}
+
+	// get thisAccount id from user arn
+	var thisAccount string
+	if len(a.ARN) >= 25 {
+		thisAccount = a.ARN[13:25]
+	} else {
+		fmt.Sprintf("Could not get account number from this user arn%s", a.ARN)
+	}
+
+	relationships = append(relationships, schema.Relationship{
+		SourceNodeID:     a.Id,
+		TargetNodeID:     thisAccount,
+		SourceLabel:      schema.User,
+		TargetLabel:      schema.Account,
+		RelationshipType: schema.MemberOf,
+		Properties:       map[string]interface{}{},
+	})
+	return relationships
+}
+
+func (a *User) GenerateAttributes() map[string]string {
+	return map[string]string{
+		"Id":                a.Id,
+		"ARN":               a.ARN,
+		"Name":              a.Name,
+		"IsAdmin":           a.IsAdmin,
+		"CanPrivEscToAdmin": a.CanPrivEscToAdmin,
+		"IdValue":           a.IdValue,
+	}
+}
+
+func (a *User) MergeAttributes(other map[string]string) {
+	if other["Id"] != "" {
+		a.Id = other["Id"]
+	}
+	if other["ARN"] != "" {
+		a.ARN = other["ARN"]
+	}
+	if other["Name"] != "" {
+		a.Name = other["Name"]
+	}
+	if other["IsAdmin"] != "" {
+		a.IsAdmin = other["IsAdmin"]
+	}
+	if other["CanPrivEscToAdmin"] != "" {
+		a.CanPrivEscToAdmin = other["CanPrivEscToAdmin"]
+	}
+	if other["IdValue"] != "" {
+		a.IdValue = other["IdValue"]
+	}
+}

aws/graph/ingester/schema/schema.go

@@ -0,0 +1,148 @@
+package schema
+
+import (
+	"fmt"
+	"reflect"
+
+	"github.com/goccy/go-json"
+	"golang.org/x/exp/slices"
+)
+
+type RelationshipType string
+type NodeLabel string
+
+type Node interface {
+	MakeRelationships() []Relationship
+}
+
+type Relationship struct {
+	SourceNodeID     string                 `json:"sourceNodeId"`
+	TargetNodeID     string                 `json:"targetNodeId"`
+	SourceLabel      NodeLabel              `json:"sourceLabel"`
+	TargetLabel      NodeLabel              `json:"targetLabel"`
+	RelationshipType RelationshipType       `json:"relationshipType"`
+	Properties       map[string]interface{} `json:"properties"`
+	SourceProperty   string                 `json:"sourceProperty"`
+	TargetProperty   string                 `json:"targetProperty"`
+}
+
+const (
+	// Relationships
+
+	AssociatedTo          RelationshipType = "AssociatedTo"
+	AttachedTo            RelationshipType = "AttachedTo"
+	Authenticates         RelationshipType = "Authenticates"
+	ConnectedTo           RelationshipType = "ConnectedTo"
+	Contains              RelationshipType = "Contains"
+	Exposes               RelationshipType = "Exposes"
+	HasAccess             RelationshipType = "HasAccess"
+	HasConfig             RelationshipType = "HasConfig"
+	HasDisk               RelationshipType = "HasDisk"
+	HasInstance           RelationshipType = "HasInstance"
+	HasRbac               RelationshipType = "HasRbac"
+	HasRole               RelationshipType = "HasRole"
+	Manages               RelationshipType = "Manages"
+	MemberOf              RelationshipType = "MemberOf"
+	Owns                  RelationshipType = "Owns"
+	Represents            RelationshipType = "Represents"
+	Trusts                RelationshipType = "Trusts"
+	IsTrustedBy           RelationshipType = "IsTrustedBy"
+	CanAssume             RelationshipType = "CanAssume"
+	CanAssumeCrossAccount RelationshipType = "CanAssumeCrossAccount"
+	CanBeAssumedBy        RelationshipType = "CanBeAssumedBy"
+	CanBeAssumedByTest    RelationshipType = "CanBeAssumedByTest"
+	CanAssumeTest         RelationshipType = "CanAssumeTest"
+	CanAccess             RelationshipType = "CAN_ACCESS"
+)
+
+const (
+	// Node labels
+	Resource          NodeLabel = "Resource"
+	Account           NodeLabel = "Account"
+	Organization      NodeLabel = "Org"
+	Service           NodeLabel = "Service"
+	Principal         NodeLabel = "Principal"
+	Vendor            NodeLabel = "Vendor"
+	Role              NodeLabel = "Role"
+	Group             NodeLabel = "Group"
+	User              NodeLabel = "User"
+	FederatedIdentity NodeLabel = "FederatedIdentity"
+)
+
+func AsNeo4j(object *Node) map[string]interface{} {
+
+	// We don't want to include these fields in the map
+	fieldsToExclude := []string{"members", "owners", "appRoles", "registeredUsers"}
+	objectMap, err := json.Marshal(object)
+	if err != nil {
+		return nil
+	}
+
+	var objectMapInterface map[string]interface{}
+	json.Unmarshal(objectMap, &objectMapInterface)
+	for _, field := range fieldsToExclude {
+		delete(objectMapInterface, field)
+	}
+
+	// We need to convert flatten maps to an array
+	// We'll want to keep order of the keys for things like extensionAttributes
+	for key, value := range objectMapInterface {
+		_, isMap := value.(map[string]interface{})
+		if isMap {
+			var valueArray []string
+			var keys []string
+
+			for k := range value.(map[string]interface{}) {
+				keys = append(keys, k)
+			}
+			slices.Sort(keys)
+
+			for _, k := range keys {
+				valueString := value.(map[string]interface{})[k].(string)
+				if valueString != "" {
+					valueArray = append(valueArray, k, valueString)
+				}
+			}
+			objectMapInterface[key] = valueArray
+		}
+	}
+	return objectMapInterface
+}
+
+func ConvertCustomTypesToNeo4j(node interface{}) (map[string]interface{}, error) {
+	result := make(map[string]interface{})
+	val := reflect.ValueOf(node)
+
+	// Handling pointers to structs or interfaces
+	for val.Kind() == reflect.Ptr || val.Kind() == reflect.Interface {
+		val = val.Elem()
+	}
+
+	// Check if the value is valid and if it's a struct
+	if !val.IsValid() || val.Kind() != reflect.Struct {
+		return nil, fmt.Errorf("invalid input: not a struct or a pointer to a struct")
+	}
+
+	for i := 0; i < val.NumField(); i++ {
+		field := val.Field(i)
+		fieldType := val.Type().Field(i) // Get the StructField
+
+		// Check if the field is a struct or slice of structs and not one of the basic types
+		if (fieldType.Type.Kind() == reflect.Struct ||
+			(fieldType.Type.Kind() == reflect.Slice && fieldType.Type.Elem().Kind() == reflect.Struct)) &&
+			fieldType.Type != reflect.TypeOf([]string{}) &&
+			fieldType.Type != reflect.TypeOf([]int{}) &&
+			fieldType.Type != reflect.TypeOf([]bool{}) {
+			// Convert complex field to JSON string
+			jsonStr, err := json.Marshal(field.Interface())
+			if err != nil {
+				return nil, err
+			}
+			result[fieldType.Name] = string(jsonStr)
+		} else {
+			// Directly use the field for primitive types
+			result[fieldType.Name] = field.Interface()
+		}
+	}
+	return result, nil
+}

aws/instances.go

@@ -24,12 +24,13 @@ import (
 
 type InstancesModule struct {
 	// General configuration data
-	EC2Client     sdk.AWSEC2ClientInterface
-	IAMClient     sdk.AWSIAMClientInterface
-	Caller        sts.GetCallerIdentityOutput
-	AWSRegions    []string
-	AWSOutputType string
-	AWSTableCols  string
+	EC2Client           sdk.AWSEC2ClientInterface
+	IAMClient           sdk.AWSIAMClientInterface
+	Caller              sts.GetCallerIdentityOutput
+	AWSRegions          []string
+	AWSOutputType       string
+	AWSTableCols        string
+	PmapperDataBasePath string
 
 	Goroutines                int
 	UserDataAttributesOnly    bool
@@ -94,8 +95,8 @@ func (m *InstancesModule) Instances(filter string, outputDirectory string, verbo
 
 	// Initialized the tools we'll need to check if any workload roles are admin or can privesc to admin
 	//fmt.Printf("[%s][%s] Attempting to build a PrivEsc graph in memory using local pmapper data if it exists on the filesystem.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
-	m.pmapperMod, m.pmapperError = initPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines)
-	m.iamSimClient = initIAMSimClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
+	m.pmapperMod, m.pmapperError = InitPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines, m.PmapperDataBasePath)
+	m.iamSimClient = InitIamCommandClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
 
 	// if m.pmapperError != nil {
 	// 	fmt.Printf("[%s][%s] No pmapper data found for this account. Using cloudfox's iam-simulator for role analysis.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))

aws/lambda.go

@@ -31,13 +31,15 @@ type LambdasModule struct {
 	AWSOutputType string
 	AWSTableCols  string
 
-	Goroutines     int
-	AWSProfile     string
-	SkipAdminCheck bool
-	WrapTable      bool
-	pmapperMod     PmapperModule
-	pmapperError   error
-	iamSimClient   IamSimulatorModule
+	Goroutines          int
+	AWSProfile          string
+	SkipAdminCheck      bool
+	WrapTable           bool
+	pmapperMod          PmapperModule
+	pmapperError        error
+	PmapperDataBasePath string
+
+	iamSimClient IamSimulatorModule
 
 	// Main module data
 	Lambdas        []Lambda
@@ -75,8 +77,8 @@ func (m *LambdasModule) PrintLambdas(outputDirectory string, verbosity int) {
 
 	fmt.Printf("[%s][%s] Enumerating lambdas for account %s.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), aws.ToString(m.Caller.Account))
 	//fmt.Printf("[%s][%s] Attempting to build a PrivEsc graph in memory using local pmapper data if it exists on the filesystem.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
-	m.pmapperMod, m.pmapperError = initPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines)
-	m.iamSimClient = initIAMSimClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
+	m.pmapperMod, m.pmapperError = InitPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines, m.PmapperDataBasePath)
+	m.iamSimClient = InitIamCommandClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
 
 	// if m.pmapperError != nil {
 	// 	fmt.Printf("[%s][%s] No pmapper data found for this account. Using cloudfox's iam-simulator for role analysis.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))

aws/outbound-assumed-roles.go

@@ -50,6 +50,7 @@ type OutboundAssumeRoleEntry struct {
 	SourcePrincipal      string
 	DestinationAccount   string
 	DestinationPrincipal string
+	Action               string
 	LogTimestamp         string
 }
 
@@ -117,6 +118,24 @@ type CloudTrailEvent struct {
 	} `json:"tlsDetails"`
 }
 
+var interestingCrossAccountEventNames = []string{
+	"AssumeRole",
+	"AssumeRoleWithSAML",
+	"AssumeRoleWithWebIdentity",
+	"GetObject",
+	"ListBuckets",
+	"BatchGetImage",
+	"GetDownloadUrlForLayer",
+	"SendMessage",
+	"GetQueueUrl",
+	"Invoke20150331",
+	"RunInstances",
+	"RunTask",
+	"StartTask",
+	"CreateTask",
+	"CreateTaskSet",
+}
+
 func (m *OutboundAssumedRolesModule) PrintOutboundRoleTrusts(days int, outputDirectory string, verbosity int) {
 	// These struct values are used by the output module
 	m.output.Verbosity = verbosity
@@ -171,6 +190,7 @@ func (m *OutboundAssumedRolesModule) PrintOutboundRoleTrusts(days int, outputDir
 		"Source Principal",
 		//"Destination Account",
 		"Destination Principal",
+		"Action",
 		"Log Entry Timestamp",
 	}
 
@@ -194,6 +214,7 @@ func (m *OutboundAssumedRolesModule) PrintOutboundRoleTrusts(days int, outputDir
 			"Source Principal",
 			//"Destination Account",
 			"Destination Principal",
+			"Action",
 			"Log Entry Timestamp",
 		}
 		// Otherwise, use the default columns.
@@ -206,6 +227,7 @@ func (m *OutboundAssumedRolesModule) PrintOutboundRoleTrusts(days int, outputDir
 			"Source Principal",
 			//"Destination Account",
 			"Destination Principal",
+			"Action",
 			"Log Entry Timestamp",
 		}
 	}
@@ -222,6 +244,7 @@ func (m *OutboundAssumedRolesModule) PrintOutboundRoleTrusts(days int, outputDir
 				m.OutboundAssumeRoleEntries[i].SourcePrincipal,
 				//m.OutboundAssumeRoleEntries[i].DestinationAccount,
 				m.OutboundAssumeRoleEntries[i].DestinationPrincipal,
+				m.OutboundAssumeRoleEntries[i].Action,
 				m.OutboundAssumeRoleEntries[i].LogTimestamp,
 			},
 		)
@@ -279,9 +302,12 @@ func (m *OutboundAssumedRolesModule) executeChecks(r string, wg *sync.WaitGroup,
 		m.modLog.Error(err)
 	}
 	if res {
+		// wg.Add(1)
+		// m.CommandCounter.Total++
+		// m.getAssumeRoleLogEntriesPerRegion(r, wg, semaphore, dataReceiver)
 		wg.Add(1)
 		m.CommandCounter.Total++
-		m.getAssumeRoleLogEntriesPerRegion(r, wg, semaphore, dataReceiver)
+		m.getCrossAccountBatchGetImageEntriesPerRegion(r, wg, semaphore, dataReceiver)
 	}
 
 }
@@ -359,6 +385,7 @@ func (m *OutboundAssumedRolesModule) getAssumeRoleLogEntriesPerRegion(r string,
 					SourcePrincipal:      sourcePrincipal,
 					DestinationAccount:   destinationAccount,
 					DestinationPrincipal: destinationPrincipal,
+					Action:               "sts:AssumeRole",
 					LogTimestamp:         logTimestamp,
 				}
 			}
@@ -376,3 +403,107 @@ func (m *OutboundAssumedRolesModule) getAssumeRoleLogEntriesPerRegion(r string,
 	}
 
 }
+
+// get cross account batch get image entries
+func (m *OutboundAssumedRolesModule) getCrossAccountBatchGetImageEntriesPerRegion(r string, wg *sync.WaitGroup, semaphore chan struct{}, dataReceiver chan OutboundAssumeRoleEntry) {
+	defer func() {
+		m.CommandCounter.Executing--
+		m.CommandCounter.Complete++
+		wg.Done()
+
+	}()
+	semaphore <- struct{}{}
+	defer func() {
+		<-semaphore
+	}()
+	// "PaginationMarker" is a control variable used for output continuity, as AWS return the output in pages.
+	var PaginationControl *string
+	//var LookupAttributes []types.LookupAttributes
+	//var LookupAttribute types.LookupAttribute
+	var pages int
+
+	days := 0 - m.Days
+	endTime := aws.Time(time.Now())
+	startTime := endTime.AddDate(0, 0, days)
+	for {
+		LookupEvents, err := m.CloudTrailClient.LookupEvents(
+			context.TODO(),
+			&cloudtrail.LookupEventsInput{
+				EndTime:   endTime,
+				StartTime: &startTime,
+				// LookupAttributes: []cloudtrailTypes.LookupAttribute{
+				// 	{
+				// 		AttributeKey:   cloudtrailTypes.LookupAttributeKeyEventName,
+				// 		AttributeValue: aws.String("BatchGetImage"),
+				// 	},
+				// },
+				NextToken: PaginationControl,
+			},
+
+			func(o *cloudtrail.Options) {
+				o.Region = r
+			},
+		)
+		if err != nil {
+			m.modLog.Error(err.Error())
+			m.CommandCounter.Error++
+			break
+		}
+
+		for _, event := range LookupEvents.Events {
+			//eventData := *event.CloudTrailEvent
+			//fmt.Println(eventData)
+			var sourceAccount, sourcePrincipal, destinationAccount, destinationPrincipal, userType string
+			cloudtrailEvent := CloudTrailEvent{}
+			json.Unmarshal([]byte(*event.CloudTrailEvent), &cloudtrailEvent)
+
+			for _, eventName := range interestingCrossAccountEventNames {
+				if aws.ToString(event.EventName) == eventName {
+
+					// extract the source account and principal
+					if cloudtrailEvent.UserIdentity.Type == "AssumedRole" || cloudtrailEvent.UserIdentity.Type == "IAMUser" || cloudtrailEvent.UserIdentity.Type == "Role" {
+						if cloudtrailEvent.UserIdentity.Type == "AssumedRole" {
+							sourcePrincipal = cloudtrailEvent.UserIdentity.SessionContext.SessionIssuer.Arn
+						} else {
+							sourcePrincipal = cloudtrailEvent.UserIdentity.Arn
+						}
+						userType = cloudtrailEvent.UserIdentity.Type
+						sourceAccount = cloudtrailEvent.UserIdentity.AccountID
+
+						//fmt.Printf("%s,%s,%s,%s\n", sourceAccount, sourcePrincipal, destinationAccount, destinationPrincipal)
+
+						if cloudtrailEvent.Resources != nil {
+							destinationAccount = cloudtrailEvent.Resources[0].AccountID
+							destinationPrincipal = cloudtrailEvent.Resources[0].Arn
+							if sourceAccount != destinationAccount {
+								logTimestamp := cloudtrailEvent.EventTime.Format("2006-01-02 15:04:05")
+								dataReceiver <- OutboundAssumeRoleEntry{
+									AWSService:           "CloudTrail",
+									Region:               r,
+									Type:                 userType,
+									SourceAccount:        sourceAccount,
+									SourcePrincipal:      sourcePrincipal,
+									DestinationAccount:   destinationAccount,
+									DestinationPrincipal: destinationPrincipal,
+									Action:               aws.ToString(event.EventName),
+									LogTimestamp:         logTimestamp,
+								}
+							}
+						}
+
+					}
+				}
+			}
+		}
+
+		// The "NextToken" value is nil when there's no more data to return.
+		if LookupEvents.NextToken != nil {
+			PaginationControl = LookupEvents.NextToken
+			pages++
+		} else {
+			PaginationControl = nil
+			break
+		}
+	}
+
+}

aws/permissions.go

@@ -11,6 +11,7 @@ import (
 	"github.com/BishopFox/cloudfox/aws/sdk"
 	"github.com/BishopFox/cloudfox/internal"
 	"github.com/BishopFox/cloudfox/internal/aws/policy"
+	"github.com/BishopFox/cloudfox/internal/common"
 	"github.com/aws/aws-sdk-go-v2/aws"
 	"github.com/aws/aws-sdk-go-v2/service/iam/types"
 	"github.com/aws/aws-sdk-go-v2/service/sts"
@@ -36,7 +37,7 @@ type IamPermissionsModule struct {
 	Users          []GAADUser
 	Roles          []GAADRole
 	Groups         []GAADGroup
-	Rows           []PermissionsRow
+	Rows           []common.PermissionsRow
 	CommandCounter internal.CommandCounter
 	// Used to store output data for pretty printing
 	output internal.OutputData2
@@ -71,20 +72,6 @@ type GAADGroup struct {
 	InlinePolicies   []types.PolicyDetail
 }
 
-type PermissionsRow struct {
-	AWSService string
-	Type       string
-	Name       string
-	Arn        string
-	PolicyType string
-	PolicyName string
-	PolicyArn  string
-	Effect     string
-	Action     string
-	Resource   string
-	Condition  string
-}
-
 func (m *IamPermissionsModule) PrintIamPermissions(outputDirectory string, verbosity int, principal string) {
 	// These struct values are used by the output module
 	m.output.Verbosity = verbosity
@@ -104,8 +91,8 @@ func (m *IamPermissionsModule) PrintIamPermissions(outputDirectory string, verbo
 		filename = filepath.Join(fmt.Sprintf("%s-custom-%s", m.output.CallingModule, strconv.FormatInt((time.Now().Unix()), 10)))
 	}
 
-	m.getGAAD()
-	m.parsePermissions(principal)
+	m.GetGAAD()
+	m.ParsePermissions(principal)
 
 	m.output.Headers = []string{
 		"Account",
@@ -206,10 +193,10 @@ func (m *IamPermissionsModule) PrintIamPermissions(outputDirectory string, verbo
 	fmt.Printf("[%s][%s] For context and next steps: https://github.com/BishopFox/cloudfox/wiki/AWS-Commands#%s\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), m.output.CallingModule)
 }
 
-func (m *IamPermissionsModule) getGAAD() {
+func (m *IamPermissionsModule) GetGAAD() {
 	GAAD, err := sdk.CachedIAMGetAccountAuthorizationDetails(m.IAMClient, aws.ToString(m.Caller.Account))
 	if err != nil {
-		m.modLog.Error(err.Error())
+		TxtLogger.Error(err.Error())
 		m.CommandCounter.Error++
 		return
 	}
@@ -297,7 +284,7 @@ func (m *IamPermissionsModule) getPrincipalArn(principal string) string {
 	return arn
 }
 
-func (m *IamPermissionsModule) parsePermissions(principal string) {
+func (m *IamPermissionsModule) ParsePermissions(principal string) {
 	var inputArn string
 	for i := range m.Roles {
 		if principal == "" {
@@ -422,6 +409,10 @@ func (m *IamPermissionsModule) getPermissionsFromAttachedPolicy(arn string, atta
 					//parsedPolicyDocument, _ := parsePolicyDocument(d.Document)
 					document, _ := url.QueryUnescape(aws.ToString(d.Document))
 					parsedPolicyDocument, _ := policy.ParseJSONPolicy([]byte(document))
+
+					// hasStsAssumeRole := parsedPolicyDocument.DoesPolicyHaveMatchingStatement("Allow", "sts:AssumeRole", "*")
+					// fmt.Println(hasStsAssumeRole)
+
 					for _, s = range parsedPolicyDocument.Statement {
 						//version := parsedPolicyDocument.Version
 						effect := s.Effect
@@ -435,7 +426,7 @@ func (m *IamPermissionsModule) getPermissionsFromAttachedPolicy(arn string, atta
 									}
 									m.Rows = append(
 										m.Rows,
-										PermissionsRow{
+										common.PermissionsRow{
 											AWSService: AWSService,
 											Arn:        arn,
 											Name:       name,
@@ -462,7 +453,7 @@ func (m *IamPermissionsModule) getPermissionsFromAttachedPolicy(arn string, atta
 									}
 									m.Rows = append(
 										m.Rows,
-										PermissionsRow{
+										common.PermissionsRow{
 											AWSService: AWSService,
 											Arn:        arn,
 											Name:       name,
@@ -508,7 +499,7 @@ func (m *IamPermissionsModule) getPermissionsFromInlinePolicy(arn string, inline
 					}
 					m.Rows = append(
 						m.Rows,
-						PermissionsRow{
+						common.PermissionsRow{
 							AWSService: AWSService,
 							Arn:        arn,
 							Name:       name,
@@ -534,7 +525,7 @@ func (m *IamPermissionsModule) getPermissionsFromInlinePolicy(arn string, inline
 					}
 					m.Rows = append(
 						m.Rows,
-						PermissionsRow{
+						common.PermissionsRow{
 							AWSService: AWSService,
 							Arn:        arn,
 							Name:       name,

aws/pmapper.go

@@ -1,6 +1,7 @@
 package aws
 
 import (
+	"context"
 	"encoding/json"
 	"fmt"
 	"io/ioutil"
@@ -10,9 +11,11 @@ import (
 	"strings"
 
 	"github.com/BishopFox/cloudfox/internal"
+	"github.com/BishopFox/cloudfox/internal/aws/policy"
 	"github.com/aws/aws-sdk-go-v2/aws"
 	"github.com/aws/aws-sdk-go-v2/service/sts"
 	"github.com/dominikbraun/graph"
+	"github.com/neo4j/neo4j-go-driver/v5/neo4j"
 	"github.com/sirupsen/logrus"
 )
 
@@ -28,15 +31,22 @@ type PmapperModule struct {
 	WrapTable  bool
 
 	// Main module data
-	pmapperGraph   graph.Graph[string, string]
-	Nodes          []Node
-	Edges          []Edge
-	CommandCounter internal.CommandCounter
+	PmapperDataBasePath string
+	pmapperGraph        graph.Graph[string, string]
+	Nodes               []Node
+	Edges               []Edge
+	CommandCounter      internal.CommandCounter
 	// Used to store output data for pretty printing
 	output internal.OutputData2
 	modLog *logrus.Entry
 }
 
+type PmapperOutputRow struct {
+	Start string
+	End   string
+	Paths []string
+}
+
 type Edge struct {
 	Source      string `json:"source"`
 	Destination string `json:"destination"`
@@ -45,19 +55,54 @@ type Edge struct {
 }
 
 type Node struct {
-	Arn                 string             `json:"arn"`
-	IDValue             string             `json:"id_value"`
-	AttachedPolicies    []AttachedPolicies `json:"attached_policies"`
-	GroupMemberships    []interface{}      `json:"group_memberships"`
-	TrustPolicy         interface{}        `json:"trust_policy"`
-	InstanceProfile     interface{}        `json:"instance_profile"`
-	ActivePassword      bool               `json:"active_password"`
-	AccessKeys          int                `json:"access_keys"`
-	IsAdmin             bool               `json:"is_admin"`
-	PermissionsBoundary interface{}        `json:"permissions_boundary"`
-	HasMfa              bool               `json:"has_mfa"`
-	Tags                Tags               `json:"tags"`
-	PathToAdmin         bool
+	Arn                       string `json:"arn"`
+	Type                      string
+	AccountID                 string
+	Name                      string
+	IDValue                   string             `json:"id_value"`
+	AttachedPolicies          []AttachedPolicies `json:"attached_policies"`
+	GroupMemberships          []interface{}      `json:"group_memberships"`
+	TrustPolicy               interface{}        `json:"trust_policy"`
+	TrustsDoc                 policy.TrustPolicyDocument
+	TrustedPrincipals         []TrustedPrincipal
+	TrustedServices           []TrustedService
+	TrustedFederatedProviders []TrustedFederatedProvider
+	InstanceProfile           interface{} `json:"instance_profile"`
+	ActivePassword            bool        `json:"active_password"`
+	AccessKeys                int         `json:"access_keys"`
+	IsAdmin                   bool        `json:"is_admin"`
+	PathToAdmin               bool
+	PermissionsBoundary       interface{} `json:"permissions_boundary"`
+	HasMfa                    bool        `json:"has_mfa"`
+	Tags                      Tags        `json:"tags"`
+	CanPrivEscToAdminString   string
+	IsAdminString             string
+	VendorName                string
+}
+
+type TrustedPrincipal struct {
+	TrustedPrincipal               string
+	ExternalID                     string
+	VendorName                     string
+	AccountIsInAnalyzedAccountList bool
+	//IsAdmin           bool
+	//CanPrivEscToAdmin bool
+}
+
+type TrustedService struct {
+	TrustedService string
+	AccountID      string
+	//IsAdmin           bool
+	//CanPrivEscToAdmin bool
+}
+
+type TrustedFederatedProvider struct {
+	TrustedFederatedProvider string
+	ProviderAccountId        string
+	ProviderShortName        string
+	TrustedSubjects          []string
+	//IsAdmin                  bool
+	//CanPrivEscToAdmin        bool
 }
 
 type AttachedPolicies struct {
@@ -79,9 +124,16 @@ func (m *PmapperModule) initPmapperGraph() error {
 	for i := range m.Nodes {
 		if m.doesNodeHavePathToAdmin(m.Nodes[i]) {
 			m.Nodes[i].PathToAdmin = true
+			m.Nodes[i].CanPrivEscToAdminString = "Yes"
 			//fmt.Println(m.Nodes[i].Arn, m.Nodes[i].IsAdmin, m.Nodes[i].PathToAdmin)
 		} else {
 			m.Nodes[i].PathToAdmin = false
+			m.Nodes[i].CanPrivEscToAdminString = "No"
+		}
+		if m.Nodes[i].IsAdmin {
+			m.Nodes[i].IsAdminString = "Yes"
+		} else {
+			m.Nodes[i].IsAdminString = "No"
 		}
 	}
 
@@ -107,7 +159,39 @@ func (m *PmapperModule) createAndPopulateGraph() graph.Graph[string, string] {
 	}
 
 	for _, edge := range m.Edges {
-		_ = pmapperGraph.AddEdge(edge.Source, edge.Destination)
+		err := pmapperGraph.AddEdge(
+			edge.Source,
+			edge.Destination,
+			graph.EdgeAttribute(edge.ShortReason, edge.Reason),
+		)
+		if err != nil {
+			if err == graph.ErrEdgeAlreadyExists {
+				// update the edge by copying the existing graph.Edge with attributes and add the new attributes
+				//fmt.Println("Edge already exists, but adding a new one!")
+
+				// get the existing edge
+				existingEdge, _ := pmapperGraph.Edge(edge.Source, edge.Destination)
+				// get the map of attributes
+				existingProperties := existingEdge.Properties
+				// add the new attributes to attributes map within the properties struct
+				// Check if the Attributes map is initialized, if not, initialize it
+				if existingProperties.Attributes == nil {
+					existingProperties.Attributes = make(map[string]string)
+				}
+
+				// Add or update the attribute
+				existingProperties.Attributes[edge.ShortReason] = edge.Reason
+				//Update the edge
+				pmapperGraph.UpdateEdge(
+					edge.Source,
+					edge.Destination,
+					graph.EdgeAttributes(existingProperties.Attributes),
+				)
+
+			}
+			//fmt.Println(edge.Reason)
+		}
+
 	}
 
 	//internal.Cache.Set(cacheKey, pmapperGraph, cache.DefaultExpiration)
@@ -119,7 +203,11 @@ func (m *PmapperModule) DoesPrincipalHavePathToAdmin(principal string) bool {
 	for i := range m.Nodes {
 		if m.Nodes[i].Arn == principal {
 			if m.Nodes[i].PathToAdmin {
+				m.Nodes[i].CanPrivEscToAdminString = "Yes"
 				return true
+			} else {
+				m.Nodes[i].CanPrivEscToAdminString = "No"
+				return false
 			}
 		}
 
@@ -131,7 +219,11 @@ func (m *PmapperModule) DoesPrincipalHaveAdmin(principal string) bool {
 	for i := range m.Nodes {
 		if m.Nodes[i].Arn == principal {
 			if m.Nodes[i].IsAdmin {
+				m.Nodes[i].IsAdminString = "Yes"
 				return true
+			} else {
+				m.Nodes[i].IsAdminString = "No"
+				return false
 			}
 		}
 
@@ -234,6 +326,9 @@ func (m *PmapperModule) PrintPmapperData(outputDirectory string, verbosity int)
 			Table: internal.TableClient{
 				Wrap: m.WrapTable,
 			},
+			Loot: internal.LootClient{
+				DirectoryName: m.output.FilePath,
+			},
 		}
 		o.Table.TableFiles = append(o.Table.TableFiles, internal.TableFile{
 			Header:    m.output.Headers,
@@ -243,7 +338,21 @@ func (m *PmapperModule) PrintPmapperData(outputDirectory string, verbosity int)
 		})
 		o.PrefixIdentifier = m.AWSProfile
 		o.Table.DirectoryName = filepath.Join(outputDirectory, "cloudfox-output", "aws", fmt.Sprintf("%s-%s", m.AWSProfile, aws.ToString(m.Caller.Account)))
-		o.WriteFullOutput(o.Table.TableFiles, nil)
+
+		header, body := m.createPmapperTableData(outputDirectory)
+		o.Table.TableFiles = append(o.Table.TableFiles, internal.TableFile{
+			Header:            header,
+			Body:              body,
+			Name:              "pmapper-privesc-paths-enhanced",
+			SkipPrintToScreen: true,
+		})
+
+		loot := m.writeLoot(o.Table.DirectoryName, verbosity)
+		o.Loot.LootFiles = append(o.Loot.LootFiles, internal.LootFile{
+			Name:     m.output.CallingModule,
+			Contents: loot,
+		})
+		o.WriteFullOutput(o.Table.TableFiles, o.Loot.LootFiles)
 		//m.writeLoot(o.Table.DirectoryName, verbosity)
 
 		fmt.Printf("[%s][%s] %s principals who are admin or have a path to admin identified.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), strconv.Itoa(len(m.output.Body)))
@@ -264,9 +373,6 @@ func (m *PmapperModule) doesNodeHavePathToAdmin(startNode Node) bool {
 				for _, p := range path {
 					if p != "" {
 						if startNode.Arn != destNode.Arn {
-							// if we got here there is a path
-							//fmt.Printf("%s has a path %s who is an admin.\n", startNode.Arn, destNode.Arn)
-							//fmt.Println(path)
 							return true
 						}
 
@@ -278,9 +384,136 @@ func (m *PmapperModule) doesNodeHavePathToAdmin(startNode Node) bool {
 	return false
 }
 
+func (m *PmapperModule) createPmapperTableData(outputDirectory string) ([]string, [][]string) {
+	var header []string
+	var body [][]string
+
+	header = []string{
+		"Start",
+		"End",
+		"Path(s)",
+	}
+
+	var paths string
+	var admins, privescPathsBody [][]string
+
+	for _, startNode := range m.Nodes {
+		if startNode.IsAdmin {
+			admins = append(admins, []string{startNode.Arn, "", "ADMIN"})
+
+		} else {
+			for _, destNode := range m.Nodes {
+				if destNode.IsAdmin {
+					path, _ := graph.ShortestPath(m.pmapperGraph, startNode.Arn, destNode.Arn)
+					// if we have a path,
+
+					if len(path) > 0 {
+						if startNode.Arn != destNode.Arn {
+							paths = ""
+							// if we got herethere's a path. Lets print the reason and the short reason for each edge in the path to the screen
+							for i := 0; i < len(path)-1; i++ {
+								for _, edge := range m.Edges {
+									if edge.Source == path[i] && edge.Destination == path[i+1] {
+
+										//Some pmapper reasons have commas in them so lets get rid of them in the csvOutputdata
+										edge.Reason = strings.ReplaceAll(edge.Reason, ",", " and")
+										paths += fmt.Sprintf("%s %s %s\n", path[i], edge.Reason, path[i+1])
+									}
+
+								}
+							}
+							//trim the last newline from csvPaths
+							paths = strings.TrimSuffix(paths, "\n")
+							privescPathsBody = append(privescPathsBody, []string{startNode.Arn, destNode.Arn, paths})
+
+						}
+
+					}
+				}
+			}
+		}
+	}
+
+	// create body by first adding the admins and then the privesc paths
+	body = append(body, admins...)
+	body = append(body, privescPathsBody...)
+	return header, body
+
+}
+
+func (m *PmapperModule) writeLoot(outputDirectory string, verbosity int) string {
+	path := filepath.Join(outputDirectory, "loot")
+	err := os.MkdirAll(path, os.ModePerm)
+	if err != nil {
+		m.modLog.Error(err.Error())
+		m.CommandCounter.Error++
+		panic(err.Error())
+	}
+	lootFilePath := filepath.Join(path, "pmapper.txt")
+
+	var admins, out string
+
+	for _, startNode := range m.Nodes {
+		if startNode.IsAdmin {
+			admins += fmt.Sprintf("ADMIN FOUND: %s\n", startNode.Arn)
+		} else {
+			for _, destNode := range m.Nodes {
+				if destNode.IsAdmin {
+					path, _ := graph.ShortestPath(m.pmapperGraph, startNode.Arn, destNode.Arn)
+					// if we have a path,
+
+					if len(path) > 0 {
+						if startNode.Arn != destNode.Arn {
+							// if we got here there is a path
+							out += fmt.Sprintf("PATH TO ADMIN FOUND\n   Start: %s\n     End: %s\n Path(s):\n", startNode.Arn, destNode.Arn)
+							//fmt.Println(path)
+							// if we got herethere's a path. Lets print the reason and the short reason for each edge in the path to the screen
+							for i := 0; i < len(path)-1; i++ {
+								for _, edge := range m.Edges {
+									if edge.Source == path[i] && edge.Destination == path[i+1] {
+										// print it like this: [start node] [reason] [end node]
+										out += fmt.Sprintf("     %s %s %s\n", path[i], edge.Reason, path[i+1])
+									}
+									// shortest path only finds the shortest path. We want to find all paths. So we need to find all paths that have the same start and end nodes from the path, but going back to the main edges slice
+									//for _, edge := range GlobalPmapperEdges {
+									// 	if edge.Source == path[i] && edge.Destination == path[i+1] {
+									// 		// print it like this: [start node] [reason] [end node]
+									// 		out += fmt.Sprintf("   %s %s %s\n", path[i], edge.Reason, path[i+1])
+									// 	}
+									// }
+								}
+							}
+							out += fmt.Sprintf("\n")
+
+						}
+
+					}
+				}
+			}
+		}
+	}
+	out = admins + "\n\n" + out
+
+	if verbosity > 2 {
+		fmt.Println()
+		fmt.Printf("[%s][%s] %s \n", cyan(m.output.CallingModule), cyan(m.AWSProfile), green("Beginning of loot file"))
+		fmt.Print(out)
+		fmt.Printf("[%s][%s] %s \n\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), green("End of loot file"))
+	}
+	fmt.Printf("[%s][%s] %s \n", cyan(m.output.CallingModule), cyan(m.AWSProfile), magenta(fmt.Sprintf("Loot file with ALL potential paths written to: [%s]", lootFilePath)))
+	return out
+
+}
+
 func (m *PmapperModule) readPmapperData(accountID *string) error {
 
-	e, n := generatePmapperDataBasePaths(accountID)
+	var e, n string
+	if m.PmapperDataBasePath == "" {
+		e, n = generatePmapperDataBasePaths(accountID)
+	} else {
+		e = filepath.Join(m.PmapperDataBasePath, aws.ToString(accountID), "graph", "edges.json")
+		n = filepath.Join(m.PmapperDataBasePath, aws.ToString(accountID), "graph", "nodes.json")
+	}
 
 	nodesFile, err := os.Open(n)
 	if err != nil {
@@ -301,3 +534,101 @@ func (m *PmapperModule) readPmapperData(accountID *string) error {
 	return nil
 
 }
+
+func (m *PmapperModule) GenerateCypherStatements(goCtx context.Context, driver neo4j.DriverWithContext) error {
+	// Insert nodes
+	for i, node := range m.Nodes {
+		query, params := m.generateNodeCreateStatement(node, i)
+		if err := m.executeCypherQuery(goCtx, driver, query, params); err != nil {
+			return err
+		}
+	}
+
+	// Insert edges
+	for i, edge := range m.Edges {
+		query, params := m.generateEdgeCreateStatement(edge, i)
+		if err := m.executeCypherQuery(goCtx, driver, query, params); err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+func (m *PmapperModule) generateNodeCreateStatement(node Node, i int) (string, map[string]interface{}) {
+	var ptype, label, query string
+	var params map[string]any
+
+	if strings.Contains(node.Arn, "role") {
+		label = GetResourceNameFromArn(node.Arn)
+		ptype = "Role"
+		params = map[string]any{
+			"Id":          node.Arn,
+			"ARN":         node.Arn,
+			"Name":        GetResourceNameFromArn(node.Arn),
+			"IdValue":     node.IDValue,
+			"IsAdminP":    node.IsAdmin,
+			"PathToAdmin": node.PathToAdmin,
+		}
+
+	} else if strings.Contains(node.Arn, "user") {
+		label = GetResourceNameFromArn(node.Arn)
+		ptype = "User"
+		//node.TrustPolicy = ""
+		params = map[string]any{
+			"Id":          node.Arn,
+			"ARN":         node.Arn,
+			"Name":        GetResourceNameFromArn(node.Arn),
+			"IdValue":     node.IDValue,
+			"IsAdminP":    node.IsAdmin,
+			"PathToAdmin": node.PathToAdmin,
+		}
+
+	} else if strings.Contains(node.Arn, "group") {
+		label = GetResourceNameFromArn(node.Arn)
+		ptype = "Group"
+	}
+	label = strings.ReplaceAll(label, "-", "_")
+	label = strings.ReplaceAll(label, ".", "_")
+
+	query = `MERGE (%s:%s {Id: $Id, ARN: $ARN, Name: $Name, IdValue: $IdValue, IsAdminP: $IsAdminP, PathToAdmin: $PathToAdmin})`
+
+	//sanitizedArn := sanitizeArnForNeo4jLabel(node.Arn)
+	//id := fmt.Sprintf("%s_%s", sanitizedArn, ptype)
+
+	fmt.Println(fmt.Sprintf(query, label, ptype), params)
+	return fmt.Sprintf(query, label, ptype), params
+}
+
+func (m *PmapperModule) generateEdgeCreateStatement(edge Edge, i int) (string, map[string]interface{}) {
+	// Sanitize ARNs for matching nodes
+	//srcArnSanitized := sanitizeArnForNeo4jLabel(edge.Source)
+	//destArnSanitized := sanitizeArnForNeo4jLabel(edge.Destination)
+
+	query := `MATCH (a {ARN: $srcArn}), (b {ARN: $destArn}) CREATE (a)-[:CAN_ACCESS {reason: $reason, shortReason: $shortReason}]->(b)`
+	params := map[string]any{
+		"srcArn":      edge.Source,
+		"destArn":     edge.Destination,
+		"reason":      edge.Reason,
+		"shortReason": edge.ShortReason,
+	}
+	fmt.Println(query, params)
+	return query, params
+}
+
+func (m *PmapperModule) executeCypherQuery(ctx context.Context, driver neo4j.DriverWithContext, query string, params map[string]interface{}) error {
+	_, err := neo4j.ExecuteQuery(ctx, driver, query, params, neo4j.EagerResultTransformer, neo4j.ExecuteQueryWithDatabase("neo4j"))
+	if err != nil {
+		sharedLogger.Errorf("Error executing query: %s -- %v", err, params)
+		return err
+	}
+	return nil
+}
+
+func sanitizeArnForNeo4jLabel(arn string) string {
+	// Replace non-allowed characters with underscores or other allowed characters
+	sanitized := strings.ReplaceAll(arn, ":", "_")
+	sanitized = strings.ReplaceAll(sanitized, "-", "_")
+	// Add more replacements if needed
+	return sanitized
+}

aws/role-trusts.go

@@ -31,8 +31,10 @@ type RoleTrustsModule struct {
 	AWSOutputType  string
 	AWSTableCols   string
 
-	pmapperMod   PmapperModule
-	pmapperError error
+	pmapperMod          PmapperModule
+	pmapperError        error
+	PmapperDataBasePath string
+
 	iamSimClient IamSimulatorModule
 
 	// Main module data
@@ -83,8 +85,8 @@ func (m *RoleTrustsModule) PrintRoleTrusts(outputDirectory string, verbosity int
 
 	fmt.Printf("[%s][%s] Enumerating role trusts for account %s.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), aws.ToString(m.Caller.Account))
 	//fmt.Printf("[%s][%s] Looking for pmapper data for this account and building a PrivEsc graph in golang if it exists.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
-	m.pmapperMod, m.pmapperError = initPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines)
-	m.iamSimClient = initIAMSimClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
+	m.pmapperMod, m.pmapperError = InitPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines, m.PmapperDataBasePath)
+	m.iamSimClient = InitIamCommandClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
 	// if m.pmapperError != nil {
 	// 	fmt.Printf("[%s][%s] No pmapper data found for this account. Using cloudfox's iam-simulator for role analysis\n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
 	// } else {
@@ -467,7 +469,11 @@ func parseFederatedTrustPolicy(statement policy.RoleTrustStatementEntry) (string
 			subjects = append(subjects, "ALL REPOS!!!")
 		}
 	case strings.Contains(statement.Principal.Federated[0], "oidc.eks"):
-		provider = "EKS"
+		// extract accountId from statement.Principal.Federated[0]
+		accountId := strings.Split(statement.Principal.Federated[0], ":")[4]
+		provider = fmt.Sprintf("EKS-%s", accountId)
+		//provider = "EKS"
+		//provider = statement.Principal.Federated[0]
 		if len(statement.Condition.StringLike.OidcEksSub) > 0 {
 			subjects = append(subjects, statement.Condition.StringLike.OidcEksSub...)
 		} else if len(statement.Condition.StringEquals.OidcEksSub) > 0 {
@@ -496,9 +502,11 @@ func parseFederatedTrustPolicy(statement policy.RoleTrustStatementEntry) (string
 			subjects = append(subjects, "ALL ISSUERS")
 		}
 
-	// AWS SSO case
+	///AWS SSO case
 	case strings.Contains(statement.Principal.Federated[0], "AWSSSO"):
-		provider = "AWS SSO"
+		//provider = "AWS SSO"
+		accountId := strings.Split(statement.Principal.Federated[0], ":")[4]
+		provider = fmt.Sprintf("AWSSSO-%s", accountId)
 		subjects = append(subjects, "Not applicable")
 
 	// okta case
@@ -553,6 +561,10 @@ func parseFederatedTrustPolicy(statement policy.RoleTrustStatementEntry) (string
 		} else {
 			subjects = append(subjects, "ALL PROJECTS")
 		}
+	case strings.Contains(statement.Principal.Federated[0], "saml-provider"):
+		// the provider name is the last part of the ARN
+		provider = strings.Split(statement.Principal.Federated[0], ":saml-provider/")[1]
+		subjects = append(subjects, "Not applicable")
 
 	default:
 		provider = "Unknown Federated Provider"

aws/sdk/codebuild.go

@@ -20,6 +20,7 @@ type CodeBuildClientInterface interface {
 
 func init() {
 	gob.Register(codeBuildTypes.Project{})
+	gob.Register([]codeBuildTypes.Project{})
 
 }
 

aws/sdk/ds.go

@@ -0,0 +1,95 @@
+package sdk
+
+import (
+	"context"
+	"encoding/gob"
+	"fmt"
+
+	"github.com/patrickmn/go-cache"
+	"github.com/BishopFox/cloudfox/internal"
+	"github.com/aws/aws-sdk-go-v2/service/directoryservice"
+	dsTypes "github.com/aws/aws-sdk-go-v2/service/directoryservice/types"
+)
+
+type AWSDSClientInterface interface {
+	DescribeDirectories(context.Context, *directoryservice.DescribeDirectoriesInput, ...func(*directoryservice.Options)) (*directoryservice.DescribeDirectoriesOutput, error)
+	DescribeTrusts(context.Context, *directoryservice.DescribeTrustsInput, ...func(*directoryservice.Options)) (*directoryservice.DescribeTrustsOutput, error)
+}
+
+func init() {
+	gob.Register([]dsTypes.DirectoryDescription{})
+	gob.Register([]dsTypes.Trust{})
+
+}
+
+func CachedDSDescribeDirectories(client AWSDSClientInterface, accountID string, region string) ([]dsTypes.DirectoryDescription, error) {
+	var PaginationControl *string
+	var directories []dsTypes.DirectoryDescription
+	cacheKey := fmt.Sprintf("%s-ds-DescribeDirectories-%s", accountID, region)
+	cached, found := internal.Cache.Get(cacheKey)
+	if found {
+		return cached.([]dsTypes.DirectoryDescription), nil
+	}
+	for {
+		DescribeDirectories, err := client.DescribeDirectories(
+			context.TODO(),
+			&directoryservice.DescribeDirectoriesInput{
+				NextToken: PaginationControl,
+			},
+			func(o *directoryservice.Options) {
+				o.Region = region
+			},
+		)
+
+		if err != nil {
+			return directories, err
+		}
+
+		directories = append(directories, DescribeDirectories.DirectoryDescriptions...)
+
+		//pagination
+		if DescribeDirectories.NextToken == nil {
+			break
+		}
+		PaginationControl = DescribeDirectories.NextToken
+	}
+
+	internal.Cache.Set(cacheKey, directories, cache.DefaultExpiration)
+	return directories, nil
+}
+
+func CachedDSDescribeTrusts(client AWSDSClientInterface, accountID string, region string, directoryId string) ([]dsTypes.Trust, error) {
+	var PaginationControl *string
+	var trusts []dsTypes.Trust
+	cacheKey := fmt.Sprintf("%s-ds-DescribeTrusts-%s-%s", accountID, region, directoryId)
+	cached, found := internal.Cache.Get(cacheKey)
+	if found {
+		return cached.([]dsTypes.Trust), nil
+	}
+	for {
+		DescribeDirectoryTrusts, err := client.DescribeTrusts(
+			context.TODO(),
+			&directoryservice.DescribeTrustsInput{
+				DirectoryId: &directoryId,
+				NextToken: PaginationControl,
+			},
+			func(o *directoryservice.Options) {
+				o.Region = region
+			},
+		)
+		if err != nil {
+			return trusts, err
+		}
+
+		trusts = append(trusts, DescribeDirectoryTrusts.Trusts...)
+
+		//pagination
+		if DescribeDirectoryTrusts.NextToken == nil {
+			break
+		}
+		PaginationControl = DescribeDirectoryTrusts.NextToken
+	}
+	internal.Cache.Set(cacheKey, trusts, cache.DefaultExpiration)
+
+	return trusts, nil
+}

aws/sdk/rds_mocks.go

@@ -21,6 +21,10 @@ func (m *MockedRDSClient) DescribeDBInstances(ctx context.Context, input *rds.De
 				EngineVersion:        aws.String("13.3"),
 				InstanceCreateTime:   aws.Time(time.Now()),
 				MasterUsername:       aws.String("postgres"),
+				Endpoint: &rdsTypes.Endpoint{
+					Address: aws.String("db1-instances-1.blah.us-west-2.rds.amazonaws.com"),
+					Port:    aws.Int32(5432),
+				},
 			},
 			{
 				DBInstanceIdentifier: aws.String("db2"),
@@ -28,6 +32,10 @@ func (m *MockedRDSClient) DescribeDBInstances(ctx context.Context, input *rds.De
 				EngineVersion:        aws.String("13.3"),
 				InstanceCreateTime:   aws.Time(time.Now()),
 				MasterUsername:       aws.String("postgres"),
+				Endpoint: &rdsTypes.Endpoint{
+					Address: aws.String("db2-instances-1.blah.us-west-2.rds.amazonaws.com"),
+					Port:    aws.Int32(5432),
+				},
 			},
 		},
 	}, nil

aws/shared.go

@@ -77,11 +77,12 @@ func isRoleAdmin(iamSimMod IamSimulatorModule, principal *string) bool {
 
 }
 
-func initPmapperGraph(Caller sts.GetCallerIdentityOutput, AWSProfile string, Goroutines int) (PmapperModule, error) {
+func InitPmapperGraph(Caller sts.GetCallerIdentityOutput, AWSProfile string, Goroutines int, PmapperDataBasePath string) (PmapperModule, error) {
 	pmapperMod := PmapperModule{
-		Caller:     Caller,
-		AWSProfile: AWSProfile,
-		Goroutines: Goroutines,
+		Caller:              Caller,
+		AWSProfile:          AWSProfile,
+		Goroutines:          Goroutines,
+		PmapperDataBasePath: PmapperDataBasePath,
 	}
 	err := pmapperMod.initPmapperGraph()
 	if err != nil {

aws/workloads.go

@@ -40,8 +40,10 @@ type WorkloadsModule struct {
 	//LightsailClient sdk.MockedLightsailClient
 	//SagemakerClient *sagemaker.Client
 
-	pmapperMod                PmapperModule
-	pmapperError              error
+	pmapperMod          PmapperModule
+	pmapperError        error
+	PmapperDataBasePath string
+
 	iamSimClient              IamSimulatorModule
 	InstanceProfileToRolesMap map[string][]iamTypes.Role
 
@@ -82,8 +84,8 @@ func (m *WorkloadsModule) PrintWorkloads(outputDirectory string, verbosity int)
 	fmt.Printf("[%s][%s] Enumerating compute workloads in all regions for account %s.\n", cyan(m.output.CallingModule), cyan(m.AWSProfile), aws.ToString(m.Caller.Account))
 	fmt.Printf("[%s][%s] Supported Services: App Runner, EC2, ECS, Lambda \n", cyan(m.output.CallingModule), cyan(m.AWSProfile))
 
-	m.pmapperMod, m.pmapperError = initPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines)
-	m.iamSimClient = initIAMSimClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
+	m.pmapperMod, m.pmapperError = InitPmapperGraph(m.Caller, m.AWSProfile, m.Goroutines, m.PmapperDataBasePath)
+	m.iamSimClient = InitIamCommandClient(m.IAMClient, m.Caller, m.AWSProfile, m.Goroutines)
 
 	wg := new(sync.WaitGroup)
 	semaphore := make(chan struct{}, m.Goroutines)

cli/aws.go

@@ -10,6 +10,7 @@ import (
 	"github.com/BishopFox/cloudfox/aws"
 	"github.com/BishopFox/cloudfox/aws/sdk"
 	"github.com/BishopFox/cloudfox/internal"
+	"github.com/BishopFox/cloudfox/internal/common"
 	"github.com/aws/aws-sdk-go-v2/service/apigateway"
 	"github.com/aws/aws-sdk-go-v2/service/apigatewayv2"
 	"github.com/aws/aws-sdk-go-v2/service/apprunner"
@@ -23,6 +24,7 @@ import (
 	"github.com/aws/aws-sdk-go-v2/service/codecommit"
 	"github.com/aws/aws-sdk-go-v2/service/codedeploy"
 	"github.com/aws/aws-sdk-go-v2/service/datapipeline"
+	"github.com/aws/aws-sdk-go-v2/service/directoryservice"
 	"github.com/aws/aws-sdk-go-v2/service/dynamodb"
 	"github.com/aws/aws-sdk-go-v2/service/ec2"
 	"github.com/aws/aws-sdk-go-v2/service/ecr"
@@ -58,6 +60,8 @@ import (
 	"github.com/aws/aws-sdk-go-v2/service/sqs"
 	"github.com/aws/aws-sdk-go-v2/service/ssm"
 	"github.com/aws/smithy-go/ptr"
+	"github.com/bishopfox/knownawsaccountslookup"
+	"github.com/dominikbraun/graph"
 	"github.com/fatih/color"
 	"github.com/kyokomi/emoji"
 	"github.com/spf13/cobra"
@@ -67,15 +71,17 @@ var (
 	cyan             = color.New(color.FgCyan).SprintFunc()
 	green            = color.New(color.FgGreen).SprintFunc()
 	red              = color.New(color.FgRed).SprintFunc()
+	magenta          = color.New(color.FgMagenta).SprintFunc()
 	defaultOutputDir = ptr.ToString(internal.GetLogDirPath())
 
-	AWSProfile      string
-	AWSProfilesList string
-	AWSAllProfiles  bool
-	AWSProfiles     []string
-	AWSConfirm      bool
-	AWSOutputType   string
-	AWSTableCols    string
+	AWSProfile          string
+	AWSProfilesList     string
+	AWSAllProfiles      bool
+	AWSProfiles         []string
+	AWSConfirm          bool
+	AWSOutputType       string
+	AWSTableCols        string
+	PmapperDataBasePath string
 
 	AWSOutputDirectory string
 	AWSSkipAdminCheck  bool
@@ -83,8 +89,9 @@ var (
 	AWSUseCache        bool
 	AWSMFAToken        string
 
-	Goroutines  int
-	Verbosity   int
+	Goroutines int
+	Verbosity  int
+
 	AWSCommands = &cobra.Command{
 		Use:   "aws",
 		Short: "See \"Available Commands\" for AWS Modules",
@@ -131,6 +138,20 @@ var (
 		PostRun: awsPostRun,
 	}
 
+	CapeAdminOnly bool
+	CapeJobName   string
+	CapeCommand   = &cobra.Command{
+		Use:     "cape",
+		Aliases: []string{"CAPE"},
+		Short:   "Cross-Account Privilege Escalation Route finder. Needs to be run with multiple profiles using -l or -a flag. Needs pmapper data to be present",
+		Long: "\nUse case examples:\n" +
+			os.Args[0] + " aws cape -l file_with_profile_names.txt --admin-only" +
+			os.Args[0] + " aws cape -l file_with_profile_names.txt # This default mode shows all inbound paths but is very slow when there are many accounts)",
+		PreRun:  awsPreRun,
+		Run:     runCapeCommand,
+		PostRun: awsPostRun,
+	}
+
 	CloudformationCommand = &cobra.Command{
 		Use:     "cloudformation",
 		Aliases: []string{"cf", "cfstacks", "stacks"},
@@ -442,7 +463,6 @@ var (
 		Run:     runTagsCommand,
 		PostRun: awsPostRun,
 	}
-
 	PmapperCommand = &cobra.Command{
 
 		Use:     "pmapper",
@@ -455,6 +475,16 @@ var (
 		PostRun: awsPostRun,
 	}
 
+	GraphCommand = &cobra.Command{
+		Use:   "graph",
+		Short: "INACTIVE (Use cape command instead) Graph the relationships between resources and insert into local Neo4j db",
+		Long: "\nUse case examples:\n" +
+			os.Args[0] + " aws graph -l /path/to/profiles",
+		PreRun:  awsPreRun,
+		Run:     runGraphCommand,
+		PostRun: awsPostRun,
+	}
+
 	WorkloadsCommand = &cobra.Command{
 		Use:     "workloads",
 		Short:   "Finds workloads with admin permissions or a path to admin permissions",
@@ -464,6 +494,15 @@ var (
 		PostRun: awsPostRun,
 	}
 
+	DirectoryServicesCommand = &cobra.Command{
+		Use:     "ds",
+		Short:   "Enumerate AWS-managed Active Directory instances and trusts",
+		Long:    "\nUse case examples:\n" + os.Args[0] + " aws clouddirectory --profile readonly_profile",
+		PreRun:  awsPreRun,
+		Run:     runDirectoryServicesCommand,
+		PostRun: awsPostRun,
+	}
+
 	AllChecksCommand = &cobra.Command{
 
 		Use:     "all-checks",
@@ -542,7 +581,7 @@ func awsPreRun(cmd *cobra.Command, args []string) {
 			continue
 		}
 
-		orgModuleClient := aws.InitOrgClient(*caller, profile, cmd.Root().Version, Goroutines, AWSMFAToken)
+		orgModuleClient := aws.InitOrgsClient(*caller, profile, cmd.Root().Version, Goroutines, AWSMFAToken)
 		isPartOfOrg := orgModuleClient.IsCallerAccountPartOfAnOrg()
 		if isPartOfOrg {
 			isMgmtAccount := orgModuleClient.IsManagementAccount(orgModuleClient.DescribeOrgOutput, ptr.ToString(caller.Account))
@@ -602,7 +641,7 @@ func FindOrgMgmtAccountAndReorderAccounts(AWSProfiles []string, version string)
 				fmt.Printf("[%s][%s] Loaded cached AWS data for to %s\n", cyan(emoji.Sprintf(":fox:cloudfox v%s :fox:", version)), cyan(profile), ptr.ToString(caller.Account))
 			}
 		}
-		orgModuleClient := aws.InitOrgClient(*caller, profile, version, Goroutines, AWSMFAToken)
+		orgModuleClient := aws.InitOrgsClient(*caller, profile, version, Goroutines, AWSMFAToken)
 		orgModuleClient.DescribeOrgOutput, err = sdk.CachedOrganizationsDescribeOrganization(orgModuleClient.OrganizationsClient, ptr.ToString(caller.Account))
 		if err != nil {
 			continue
@@ -713,15 +752,16 @@ func runCodeBuildCommand(cmd *cobra.Command, args []string) {
 			continue
 		}
 		m := aws.CodeBuildModule{
-			CodeBuildClient: codebuild.NewFromConfig(AWSConfig),
-			Caller:          *caller,
-			AWSRegions:      internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			AWSProfile:      profile,
-			Goroutines:      Goroutines,
-			SkipAdminCheck:  AWSSkipAdminCheck,
-			WrapTable:       AWSWrapTable,
-			AWSOutputType:   AWSOutputType,
-			AWSTableCols:    AWSTableCols,
+			CodeBuildClient:     codebuild.NewFromConfig(AWSConfig),
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		m.PrintCodeBuildProjects(AWSOutputDirectory, Verbosity)
 	}
@@ -818,14 +858,15 @@ func runEKSCommand(cmd *cobra.Command, args []string) {
 			IAMClient: iam.NewFromConfig(AWSConfig),
 			EKSClient: eks.NewFromConfig(AWSConfig),
 
-			Caller:         *caller,
-			AWSRegions:     internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			AWSProfile:     profile,
-			Goroutines:     Goroutines,
-			SkipAdminCheck: AWSSkipAdminCheck,
-			WrapTable:      AWSWrapTable,
-			AWSOutputType:  AWSOutputType,
-			AWSTableCols:   AWSTableCols,
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		m.EKS(AWSOutputDirectory, Verbosity)
 	}
@@ -917,6 +958,378 @@ func runFilesystemsCommand(cmd *cobra.Command, args []string) {
 	}
 }
 
+func runGraphCommand(cmd *cobra.Command, args []string) {
+
+	for _, profile := range AWSProfiles {
+		//var AWSConfig = internal.AWSConfigFileLoader(profile, cmd.Root().Version)
+		caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
+		if err != nil {
+			continue
+		}
+
+		//instantiate a permissions client and populate the permissions data
+		fmt.Printf("[%s][%s] Getting account authorization details (GAAD) for account: %s\n", cyan("cape"), cyan(profile), ptr.ToString(caller.Account))
+
+		PermissionsCommandClient := aws.InitPermissionsClient(*caller, profile, cmd.Root().Version, Goroutines, AWSMFAToken)
+		PermissionsCommandClient.GetGAAD()
+		PermissionsCommandClient.ParsePermissions("")
+		common.PermissionRowsFromAllProfiles = append(common.PermissionRowsFromAllProfiles, PermissionsCommandClient.Rows...)
+	}
+
+	for _, profile := range AWSProfiles {
+		var AWSConfig = internal.AWSConfigFileLoader(profile, cmd.Root().Version, AWSMFAToken)
+		caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
+		if err != nil {
+			continue
+		}
+
+		graphCommandClient := aws.GraphCommand{
+			Caller:              *caller,
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			AWSOutputDirectory:  AWSOutputDirectory,
+			Verbosity:           Verbosity,
+			AWSConfig:           AWSConfig,
+			Version:             cmd.Root().Version,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			PmapperDataBasePath: PmapperDataBasePath,
+		}
+		graphCommandClient.RunGraphCommand()
+	}
+}
+
+func runCapeCommand(cmd *cobra.Command, args []string) {
+	// map of all unique accountIDs and if they are included in the analysis or not
+	//analyzedAccounts := make(map[string]bool)
+	analyzedAccounts := make(map[string]aws.CapeJobInfo)
+
+	GlobalGraph := graph.New(graph.StringHash, graph.Directed())
+	//var PermissionRowsFromAllProfiles []common.PermissionsRow
+	var GlobalPmapperData aws.PmapperModule
+	var GlobalNodes []aws.Node
+
+	vendors := knownawsaccountslookup.NewVendorMap()
+	vendors.PopulateKnownAWSAccounts()
+
+	for _, profile := range AWSProfiles {
+		caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
+		if err != nil {
+			continue
+		}
+		_, err = internal.InitializeCloudFoxRunData(profile, cmd.Root().Version, AWSMFAToken, AWSOutputDirectory)
+		if err != nil {
+			continue
+		}
+
+		// add account number to analyzedAccounts map and set the value to true
+		//analyzedAccounts[ptr.ToString(caller.Account)] = true
+		analyzedAccounts[ptr.ToString(caller.Account)] = aws.CapeJobInfo{AccountID: ptr.ToString(caller.Account), Profile: profile, AnalyzedSuccessfully: true, AdminOnlyAnalysis: CapeAdminOnly, Source: "user"}
+
+	}
+
+	pmapperData := make(map[string]aws.PmapperModule)
+
+	for _, profile := range AWSProfiles {
+		caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
+		if err != nil {
+			continue
+		}
+		fmt.Printf("[%s][%s] Importing Pmapper data for: %s\n", cyan("cape"), cyan(profile), ptr.ToString(caller.Account))
+		pmapperMod, pmapperError := aws.InitPmapperGraph(*caller, AWSProfile, Goroutines, PmapperDataBasePath)
+		if pmapperError != nil {
+			fmt.Println("Error importing pmapper data " + pmapperError.Error())
+			analyzedAccounts[ptr.ToString(caller.Account)] = aws.CapeJobInfo{AnalyzedSuccessfully: false}
+			// give the user the option to continue or not
+			// if they choose to continue, we will skip the pmapper data and continue with the rest of the analysis
+			// if they choose to not continue, we will exit the program
+			fmt.Printf("Would you like to continue with the analysis without the pmapper data for profile %s? (y/n)", profile)
+			var continueAnalysis string
+			fmt.Scanln(&continueAnalysis)
+			if continueAnalysis == "y" {
+				continue
+			} else {
+				os.Exit(1)
+			}
+		}
+
+		pmapperData[profile] = pmapperMod
+	}
+	for _, profile := range AWSProfiles {
+		var AWSConfig = internal.AWSConfigFileLoader(profile, cmd.Root().Version, AWSMFAToken)
+		caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
+		if err != nil {
+			continue
+		}
+
+		//Gather all Permissions data
+		fmt.Printf("[%s][%s] Getting account authorization details (GAAD) for account: %s\n", cyan("cape"), cyan(profile), ptr.ToString(caller.Account))
+		PermissionsCommandClient := aws.InitPermissionsClient(*caller, profile, cmd.Root().Version, Goroutines, AWSMFAToken)
+		PermissionsCommandClient.GetGAAD()
+		PermissionsCommandClient.ParsePermissions("")
+		if PermissionsCommandClient.Rows != nil {
+			common.PermissionRowsFromAllProfiles = append(common.PermissionRowsFromAllProfiles, PermissionsCommandClient.Rows...)
+		} else {
+			fmt.Println("Error gathering permissions for " + profile)
+			//analyzedAccounts[ptr.ToString(caller.Account)] = false
+			analyzedAccounts[ptr.ToString(caller.Account)] = aws.CapeJobInfo{AnalyzedSuccessfully: false}
+		}
+
+		// Gather all Pmapper data.
+		//fmt.Printf("[%s][%s] Importing Pmapper for: %s\n", cyan("cape"), cyan(profile), ptr.ToString(caller.Account))
+
+		// pmapperMod, pmapperError := aws.InitPmapperGraph(*caller, AWSProfile, Goroutines)
+		// if pmapperError != nil {
+		// 	fmt.Println("Error importing pmapper data " + pmapperError.Error())
+		// 	//analyzedAccounts[ptr.ToString(caller.Account)] = false
+		// 	analyzedAccounts[ptr.ToString(caller.Account)] = aws.CapeJobInfo{AnalyzedSuccessfully: false}
+		// }
+
+		pmapperMod := pmapperData[profile]
+
+		// add pmapper nodes to GlobalNodes (which will also soon include iam roles and users)
+
+		for _, node := range pmapperMod.Nodes {
+			// add node to GlobalPmapperData
+			//GlobalPmapperData.Nodes = append(GlobalPmapperData.Nodes, node)
+			GlobalNodes = append(GlobalNodes, node)
+		}
+		fmt.Printf("[%s][%s] Added %d vertices from pmapper for %s\n", cyan("cape"), cyan(profile), len(pmapperMod.Nodes), ptr.ToString(caller.Account))
+
+		// same for adding pmapper edges to GlobalPmapperData
+		for _, edge := range pmapperMod.Edges {
+			// add edge to GlobalPmapperData
+			GlobalPmapperData.Edges = append(GlobalPmapperData.Edges, edge)
+		}
+		fmt.Printf("[%s][%s] Added %d edges from pmapper for %s\n", cyan("cape"), cyan(profile), len(pmapperMod.Edges), ptr.ToString(caller.Account))
+
+		//Gather all role data so we can later process all of the role trusts and add external nodes not looked at by pmapper
+		fmt.Printf("[%s][%s] Getting IAM roles for %s\n", cyan("cape"), cyan(profile), ptr.ToString(caller.Account))
+
+		IAMCommandClient := aws.InitIAMClient(AWSConfig)
+		ListRolesOutput, err := sdk.CachedIamListRoles(IAMCommandClient, ptr.ToString(caller.Account))
+		if err != nil {
+			internal.TxtLog.Error(err)
+		}
+		for _, role := range ListRolesOutput {
+			//node := aws.ConvertIAMRoleToNode(role, vendors)
+			node := aws.ConvertIAMRoleToNode(role, vendors, analyzedAccounts)
+
+			// First insert the role itself into the Nodes slice
+			GlobalNodes = append(GlobalNodes, node)
+			// Then insert all of the vertices that are in the role's trust policy
+			GlobalNodes = append(GlobalNodes, aws.FindVerticesInRoleTrust(node, vendors)...)
+
+		}
+
+		//Gather all user data
+		// Currently, there is no need to parse groups and build group-user relationships because
+		// the permissions command (and common.PermissionRowsFromAllProfiles above already has mapped/assigned group permissions to users within the group
+		fmt.Printf("[%s][%s] Getting IAM users for %s\n", cyan("cape"), cyan(profile), ptr.ToString(caller.Account))
+
+		ListUsersOutput, err := sdk.CachedIamListUsers(IAMCommandClient, ptr.ToString(caller.Account))
+		if err != nil {
+			internal.TxtLog.Error(err)
+		}
+		for _, user := range ListUsersOutput {
+			GlobalNodes = append(GlobalNodes, aws.ConvertIAMUserToNode(user))
+
+		}
+
+	}
+
+	//GlobalGraph := models.MakeAllVertices(GlobalRoles, GlobalPmapperData)
+
+	// make vertices
+	// you can't update vertices - so we need to make all of the vertices that are roles in the in-scope accounts
+	// all at once to make sure they have the most information possible
+	fmt.Printf("[%s] Making vertices for all profiles\n", cyan("cape"))
+
+	// for _, role := range GlobalRoles {
+	// 	role.MakeVertices(GlobalGraph)
+	// }
+	mergedNodes := aws.MergeNodes(GlobalNodes)
+	for _, node := range mergedNodes {
+		GlobalGraph.AddVertex(
+			node.Arn,
+			graph.VertexAttribute("Type", node.Type),
+			graph.VertexAttribute("Name", node.Name),
+			graph.VertexAttribute("VendorName", node.VendorName),
+			graph.VertexAttribute("IsAdminString", node.IsAdminString),
+			graph.VertexAttribute("CanPrivEscToAdminString", node.CanPrivEscToAdminString),
+			graph.VertexAttribute("AccountID", node.AccountID),
+		)
+		// for every node, check to see if the accountId exists in the analyzedAccounts map. If it does not, add it to the map and set the value to false only if the node.VendorName is empty
+		if _, ok := analyzedAccounts[node.AccountID]; !ok {
+			if node.VendorName == "" {
+				if node.AccountID != "" {
+					analyzedAccounts[node.AccountID] = aws.CapeJobInfo{AccountID: node.AccountID, Profile: "", AnalyzedSuccessfully: false, AdminOnlyAnalysis: CapeAdminOnly, Source: "cloudfox"}
+				}
+			}
+		}
+	}
+
+	// make pmapper edges
+	//you can update edges, so we can just merge attributes as needed
+	// first we add the edges that already exist in pmapper, then later we will make more edges based on the cloudfox role trusts logic
+	for _, edge := range GlobalPmapperData.Edges {
+		err := GlobalGraph.AddEdge(
+			edge.Source,
+			edge.Destination,
+			graph.EdgeAttribute(edge.ShortReason, edge.Reason),
+		)
+		if err != nil {
+			if err == graph.ErrEdgeAlreadyExists {
+				// update theedge by copying the existing graph.Edge with attributes and add the new attributes
+				//fmt.Println("Edge already exists")
+
+				// get the existing edge
+				existingEdge, _ := GlobalGraph.Edge(edge.Source, edge.Destination)
+				// get the map of attributes
+				existingProperties := existingEdge.Properties
+				// add the new attributes to attributes map within the properties struct
+				// Check if the Attributes map is initialized, if not, initialize it
+				if existingProperties.Attributes == nil {
+					existingProperties.Attributes = make(map[string]string)
+				}
+
+				// Add or update the attribute
+				existingProperties.Attributes[edge.ShortReason] = edge.Reason
+				GlobalGraph.UpdateEdge(
+					edge.Source,
+					edge.Destination,
+					graph.EdgeAttributes(existingProperties.Attributes),
+				)
+			}
+		}
+	}
+
+	//making edges
+	// these are the cloudfox created edges mainly based on role trusts
+	// at least for now, we don't need to make edges for users, groups, or anything else because pmapper already has all of the edges we need
+	fmt.Printf("[%s] Making edges for all profiles\n", cyan("cape"))
+
+	//fmt.Printf("[%s] Total vertices from pmapper and cape: %d \n", cyan("cape"), len(mergedNodes))
+
+	for _, node := range mergedNodes {
+		if node.Type == "Role" {
+			node.MakeRoleEdges(GlobalGraph)
+		}
+	}
+
+	// count the edges in the graph
+	edges, _ := GlobalGraph.Edges()
+	fmt.Printf("[%s] Total edges from pmapper and cape: %d \n", cyan("cape"), len(mergedNodes))
+	fmt.Printf("[%s] Total edges from pmapper and cape: %d \n", cyan("cape"), len(edges))
+
+	for _, profile := range AWSProfiles {
+		var AWSConfig = internal.AWSConfigFileLoader(profile, cmd.Root().Version, AWSMFAToken)
+		caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
+		if err != nil {
+			continue
+		}
+
+		capeCommandClient := aws.CapeCommand{
+
+			Caller:              *caller,
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			AWSOutputDirectory:  AWSOutputDirectory,
+			Verbosity:           Verbosity,
+			AWSConfig:           AWSConfig,
+			Version:             cmd.Root().Version,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			GlobalGraph:         GlobalGraph,
+			PmapperDataBasePath: PmapperDataBasePath,
+			AnalyzedAccounts:    analyzedAccounts,
+			CapeAdminOnly:       CapeAdminOnly,
+		}
+
+		capeCommandClient.RunCapeCommand()
+
+		// write a json file with job information to the output directory. Use the CapeJobName for the file name, and have the data include the list of AWSProfiles that were analyzed
+		// this will be used by a TUI to match a job name to the list of accounts that were analyzed
+
+		// if CapeJobName == "" {
+		// 	// create random job name in the format of cape-timmefromepoch
+		// 	CapeJobName = fmt.Sprintf("cape-%s", time.Now().Format("2006-01-02-15-04-05"))
+		// }
+		// filename := fmt.Sprintf("%s.json", CapeJobName)
+		// filepath := filepath.Join(AWSOutputDirectory, "aws", "capeJobs")
+		// err = os.MkdirAll(filepath, 0755)
+		// if err != nil {
+		// 	fmt.Println("Error creating directory: " + err.Error())
+		// }
+		// file, _ := os.Create(filepath + "/" + filename)
+		// defer file.Close()
+		// encoder := json.NewEncoder(file)
+		// encoder.SetIndent("", "  ")
+		// err = encoder.Encode(analyzedAccounts)
+		// if err != nil {
+		// 	fmt.Println("Error writing job data to file: " + err.Error())
+		// } else {
+		// 	fmt.Printf("[%s] Job output written to %s\n", cyan("cape"), file.Name())
+		// 	fmt.Printf("[%s] %s\n\n", cyan("cape"), magenta("The results of the cape command are best viewed in the cape terminal user interface (TUI). Use the command below:"))
+		// 	fmt.Printf("[%s] \tcloudfox aws -l %s cape tui\n\n", cyan("cape"), AWSProfilesList)
+		// }
+
+		// playing around with creating a graphviz file for image rendering.
+		// the goal here is to be able to export this graph data to a format that can be easily imported in neo4j.
+		// this is a work in progress and not yet complete
+
+		// filename := fmt.Sprintf("./mygraph-%s-%s.gv", ptr.ToString(caller.Account), time.Now().Format("2006-01-02-15-04-05"))
+		// file, _ := os.Create(filename)
+		// _ = draw.DOT(GlobalGraph, file, draw.GraphAttribute(
+		// 	"ranksep", "3",
+		// ))
+	}
+
+	fmt.Printf("[%s] %s\n\n", cyan("cape"), magenta("The results of the cape command are best viewed in the cape terminal user interface (TUI). Use the command below:"))
+	if CapeAdminOnly {
+		fmt.Printf("\t\tcloudfox aws -l %s cape tui --admin-only\n\n", AWSProfilesList)
+	} else {
+		fmt.Printf("\t\tcloudfox aws -l %s cape tui\n\n", AWSProfilesList)
+	}
+}
+
+func runCapeTUICommand(cmd *cobra.Command, args []string) {
+	var capeOutputFileLocations []string
+	for i, profile := range AWSProfiles {
+		cloudfoxRunData, err := internal.InitializeCloudFoxRunData(profile, cmd.Root().Version, AWSMFAToken, AWSOutputDirectory)
+		//caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
+		if err != nil {
+			continue
+		}
+		var fileName string
+		if CapeAdminOnly {
+			fileName = "inbound-privesc-paths-admin-targets-only.json"
+		} else {
+			fileName = "inbound-privesc-paths-all-targets.json"
+		}
+		capeOutputFileLocations = append(capeOutputFileLocations, filepath.Join(cloudfoxRunData.OutputLocation, "json", fileName))
+		//check to see if file exists, and if it doesn't, remove the profile from the list of profiles to analyze and print a message to the console
+		if _, err := os.Stat(filepath.Join(cloudfoxRunData.OutputLocation, "json", fileName)); os.IsNotExist(err) {
+			fmt.Printf("[%s] Could not retrieve CAPE data for profile %s.\n", cyan(emoji.Sprintf(":fox:cloudfox v%s :fox:", cmd.Root().Version)), profile)
+			//remove the profile from the list of profiles to analyze
+			AWSProfiles = append(AWSProfiles[:i], AWSProfiles[i+1:]...)
+		}
+
+	}
+	if len(capeOutputFileLocations) == 0 {
+		fmt.Printf("[%s] Could not retrieve CAPE data.\n", cyan(emoji.Sprintf(":fox:cloudfox v%s :fox:", cmd.Root().Version)))
+		os.Exit(1)
+	}
+	aws.CapeTUI(capeOutputFileLocations)
+
+}
+
 func runIamSimulatorCommand(cmd *cobra.Command, args []string) {
 	for _, profile := range AWSProfiles {
 		var AWSConfig = internal.AWSConfigFileLoader(profile, cmd.Root().Version, AWSMFAToken)
@@ -956,6 +1369,7 @@ func runInstancesCommand(cmd *cobra.Command, args []string) {
 			WrapTable:              AWSWrapTable,
 			AWSOutputType:          AWSOutputType,
 			AWSTableCols:           AWSTableCols,
+			PmapperDataBasePath:    PmapperDataBasePath,
 		}
 		m.Instances(InstancesFilter, AWSOutputDirectory, Verbosity)
 	}
@@ -1029,16 +1443,17 @@ func runLambdasCommand(cmd *cobra.Command, args []string) {
 			continue
 		}
 		m := aws.LambdasModule{
-			LambdaClient:   lambda.NewFromConfig(AWSConfig),
-			IAMClient:      iam.NewFromConfig(AWSConfig),
-			Caller:         *caller,
-			AWSRegions:     internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			AWSProfile:     profile,
-			Goroutines:     Goroutines,
-			SkipAdminCheck: AWSSkipAdminCheck,
-			WrapTable:      AWSWrapTable,
-			AWSOutputType:  AWSOutputType,
-			AWSTableCols:   AWSTableCols,
+			LambdaClient:        lambda.NewFromConfig(AWSConfig),
+			IAMClient:           iam.NewFromConfig(AWSConfig),
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		m.PrintLambdas(AWSOutputDirectory, Verbosity)
 	}
@@ -1112,12 +1527,13 @@ func runPmapperCommand(cmd *cobra.Command, args []string) {
 			continue
 		}
 		m := aws.PmapperModule{
-			Caller:        *caller,
-			AWSProfile:    profile,
-			Goroutines:    Goroutines,
-			WrapTable:     AWSWrapTable,
-			AWSOutputType: AWSOutputType,
-			AWSTableCols:  AWSTableCols,
+			Caller:              *caller,
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		m.PrintPmapperData(AWSOutputDirectory, Verbosity)
 	}
@@ -1195,14 +1611,15 @@ func runRoleTrustCommand(cmd *cobra.Command, args []string) {
 			continue
 		}
 		m := aws.RoleTrustsModule{
-			IAMClient:      iam.NewFromConfig(AWSConfig),
-			Caller:         *caller,
-			AWSProfile:     profile,
-			Goroutines:     Goroutines,
-			SkipAdminCheck: AWSSkipAdminCheck,
-			WrapTable:      AWSWrapTable,
-			AWSOutputType:  AWSOutputType,
-			AWSTableCols:   AWSTableCols,
+			IAMClient:           iam.NewFromConfig(AWSConfig),
+			Caller:              *caller,
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		m.PrintRoleTrusts(AWSOutputDirectory, Verbosity)
 	}
@@ -1283,24 +1700,46 @@ func runWorkloadsCommand(cmd *cobra.Command, args []string) {
 			continue
 		}
 		m := aws.WorkloadsModule{
-			ECSClient:       ecs.NewFromConfig(AWSConfig),
-			EC2Client:       ec2.NewFromConfig(AWSConfig),
-			LambdaClient:    lambda.NewFromConfig(AWSConfig),
-			AppRunnerClient: apprunner.NewFromConfig(AWSConfig),
-			IAMClient:       iam.NewFromConfig(AWSConfig),
-			Caller:          *caller,
-			AWSRegions:      internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			SkipAdminCheck:  AWSSkipAdminCheck,
-			AWSProfile:      profile,
-			Goroutines:      Goroutines,
-			WrapTable:       AWSWrapTable,
-			AWSOutputType:   AWSOutputType,
-			AWSTableCols:    AWSTableCols,
+			ECSClient:           ecs.NewFromConfig(AWSConfig),
+			EC2Client:           ec2.NewFromConfig(AWSConfig),
+			LambdaClient:        lambda.NewFromConfig(AWSConfig),
+			AppRunnerClient:     apprunner.NewFromConfig(AWSConfig),
+			IAMClient:           iam.NewFromConfig(AWSConfig),
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		m.PrintWorkloads(AWSOutputDirectory, Verbosity)
 	}
 }
 
+func runDirectoryServicesCommand(cmd *cobra.Command, args []string) {
+	for _, profile := range AWSProfiles {
+		var AWSConfig = internal.AWSConfigFileLoader(profile, cmd.Root().Version, AWSMFAToken)
+		caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
+		if err != nil {
+			continue
+		}
+		m := aws.DirectoryModule{
+			DSClient:      directoryservice.NewFromConfig(AWSConfig),
+			Caller:        *caller,
+			AWSRegions:    internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			AWSProfile:    profile,
+			Goroutines:    Goroutines,
+			WrapTable:     AWSWrapTable,
+			AWSOutputType: AWSOutputType,
+			AWSTableCols:  AWSTableCols,
+		}
+		m.PrintDirectories(AWSOutputDirectory, Verbosity)
+	}
+}
+
 func runECSTasksCommand(cmd *cobra.Command, args []string) {
 	for _, profile := range AWSProfiles {
 		caller, err := internal.AWSWhoami(profile, cmd.Root().Version, AWSMFAToken)
@@ -1312,14 +1751,15 @@ func runECSTasksCommand(cmd *cobra.Command, args []string) {
 			ECSClient: ecs.NewFromConfig(internal.AWSConfigFileLoader(profile, cmd.Root().Version, AWSMFAToken)),
 			IAMClient: iam.NewFromConfig(internal.AWSConfigFileLoader(profile, cmd.Root().Version, AWSMFAToken)),
 
-			Caller:         *caller,
-			AWSRegions:     internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			AWSProfile:     profile,
-			Goroutines:     Goroutines,
-			SkipAdminCheck: AWSSkipAdminCheck,
-			WrapTable:      AWSWrapTable,
-			AWSOutputType:  AWSOutputType,
-			AWSTableCols:   AWSTableCols,
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		m.ECSTasks(AWSOutputDirectory, Verbosity)
 	}
@@ -1516,6 +1956,7 @@ func runAllChecksCommand(cmd *cobra.Command, args []string) {
 			WrapTable:              AWSWrapTable,
 			AWSOutputType:          AWSOutputType,
 			AWSTableCols:           AWSTableCols,
+			PmapperDataBasePath:    PmapperDataBasePath,
 		}
 		instances.Instances(InstancesFilter, AWSOutputDirectory, Verbosity)
 		route53 := aws.Route53Module{
@@ -1528,16 +1969,17 @@ func runAllChecksCommand(cmd *cobra.Command, args []string) {
 		}
 
 		lambdasMod := aws.LambdasModule{
-			LambdaClient:   lambdaClient,
-			IAMClient:      iamClient,
-			Caller:         *caller,
-			AWSRegions:     internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			AWSProfile:     profile,
-			Goroutines:     Goroutines,
-			SkipAdminCheck: AWSSkipAdminCheck,
-			WrapTable:      AWSWrapTable,
-			AWSOutputType:  AWSOutputType,
-			AWSTableCols:   AWSTableCols,
+			LambdaClient:        lambdaClient,
+			IAMClient:           iamClient,
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		lambdasMod.PrintLambdas(AWSOutputDirectory, Verbosity)
 
@@ -1618,14 +2060,15 @@ func runAllChecksCommand(cmd *cobra.Command, args []string) {
 			ECSClient: ecsClient,
 			IAMClient: iamClient,
 
-			Caller:         *caller,
-			AWSRegions:     internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			AWSProfile:     profile,
-			Goroutines:     Goroutines,
-			SkipAdminCheck: AWSSkipAdminCheck,
-			WrapTable:      AWSWrapTable,
-			AWSOutputType:  AWSOutputType,
-			AWSTableCols:   AWSTableCols,
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		ecstasks.ECSTasks(AWSOutputDirectory, Verbosity)
 
@@ -1633,14 +2076,15 @@ func runAllChecksCommand(cmd *cobra.Command, args []string) {
 			EKSClient: eksClient,
 			IAMClient: iamClient,
 
-			Caller:         *caller,
-			AWSRegions:     internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			AWSProfile:     profile,
-			Goroutines:     Goroutines,
-			SkipAdminCheck: AWSSkipAdminCheck,
-			WrapTable:      AWSWrapTable,
-			AWSOutputType:  AWSOutputType,
-			AWSTableCols:   AWSTableCols,
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		eksCommand.EKS(AWSOutputDirectory, Verbosity)
 
@@ -1812,14 +2256,15 @@ func runAllChecksCommand(cmd *cobra.Command, args []string) {
 		resourceTrustsCommand.PrintResources(AWSOutputDirectory, Verbosity)
 
 		codeBuildCommand := aws.CodeBuildModule{
-			CodeBuildClient: codeBuildClient,
-			Caller:          *caller,
-			AWSProfile:      profile,
-			Goroutines:      Goroutines,
-			AWSRegions:      internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			WrapTable:       AWSWrapTable,
-			AWSOutputType:   AWSOutputType,
-			AWSTableCols:    AWSTableCols,
+			CodeBuildClient:     codeBuildClient,
+			Caller:              *caller,
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		codeBuildCommand.PrintCodeBuildProjects(AWSOutputDirectory, Verbosity)
 
@@ -1888,19 +2333,20 @@ func runAllChecksCommand(cmd *cobra.Command, args []string) {
 		iamSimulator.PrintIamSimulator(SimulatorPrincipal, SimulatorAction, SimulatorResource, AWSOutputDirectory, Verbosity)
 
 		workloads := aws.WorkloadsModule{
-			ECSClient:       ecsClient,
-			EC2Client:       ec2Client,
-			LambdaClient:    lambdaClient,
-			AppRunnerClient: appRunnerClient,
-			IAMClient:       iamClient,
-			Caller:          *caller,
-			AWSRegions:      internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
-			SkipAdminCheck:  AWSSkipAdminCheck,
-			AWSProfile:      profile,
-			Goroutines:      Goroutines,
-			WrapTable:       AWSWrapTable,
-			AWSOutputType:   AWSOutputType,
-			AWSTableCols:    AWSTableCols,
+			ECSClient:           ecsClient,
+			EC2Client:           ec2Client,
+			LambdaClient:        lambdaClient,
+			AppRunnerClient:     appRunnerClient,
+			IAMClient:           iamClient,
+			Caller:              *caller,
+			AWSRegions:          internal.GetEnabledRegions(profile, cmd.Root().Version, AWSMFAToken),
+			SkipAdminCheck:      AWSSkipAdminCheck,
+			AWSProfile:          profile,
+			Goroutines:          Goroutines,
+			WrapTable:           AWSWrapTable,
+			AWSOutputType:       AWSOutputType,
+			AWSTableCols:        AWSTableCols,
+			PmapperDataBasePath: PmapperDataBasePath,
 		}
 		workloads.PrintWorkloads(AWSOutputDirectory, Verbosity)
 
@@ -1909,6 +2355,17 @@ func runAllChecksCommand(cmd *cobra.Command, args []string) {
 	}
 }
 
+var CapeTuiCmd = &cobra.Command{
+	Use:     "tui",
+	Aliases: []string{"TUI", "view", "report"},
+	Short:   "View Cape's output in a TUI",
+	Long: "\nUse case examples:\n" +
+		os.Args[0] + " aws cape tui -l /path/to/profiles-used-for-cape.txt",
+	//PreRun:  awsPreRun,
+	Run: runCapeTUICommand,
+	//PostRun: awsPostRun,
+}
+
 func init() {
 	cobra.OnInitialize(initAWSProfiles)
 
@@ -1932,7 +2389,7 @@ func init() {
 	SNSCommand.Flags().BoolVarP(&StoreSNSAccessPolicies, "policies", "", false, "Store all flagged access policies along with the output")
 
 	//  outbound-assumed-roles module flags
-	OutboundAssumedRolesCommand.Flags().IntVarP(&OutboundAssumedRolesDays, "days", "d", 7, "How many days of CloudTrail events should we go back and look at.")
+	OutboundAssumedRolesCommand.Flags().IntVarP(&OutboundAssumedRolesDays, "days", "d", -7, "How many days of CloudTrail events should we go back and look at.")
 
 	//  iam-simulator module flags
 	IamSimulatorCommand.Flags().StringVar(&SimulatorPrincipal, "principal", "", "Principal Arn")
@@ -1948,6 +2405,13 @@ func init() {
 	// buckets command flags (for bucket policies)
 	BucketsCommand.Flags().BoolVarP(&CheckBucketPolicies, "with-policies", "", false, "Analyze bucket policies (this is already done in the resource-trusts command)")
 
+	// cape command flags
+	CapeCommand.Flags().BoolVar(&CapeAdminOnly, "admin-only", false, "Only return paths that lead to an admin role - much faster")
+	//CapeCommand.Flags().StringVar(&CapeJobName, "job-name", "", "Name of the cape job")
+
+	// cape tui command flags
+	CapeTuiCmd.Flags().BoolVar(&CapeAdminOnly, "admin-only", false, "Only return paths that lead to an admin role - much faster")
+
 	// Global flags for the AWS modules
 	AWSCommands.PersistentFlags().StringVarP(&AWSProfile, "profile", "p", "", "AWS CLI Profile Name")
 	AWSCommands.PersistentFlags().StringVarP(&AWSProfilesList, "profiles-list", "l", "", "File containing a AWS CLI profile names separated by newlines")
@@ -1962,41 +2426,49 @@ func init() {
 	AWSCommands.PersistentFlags().BoolVarP(&AWSUseCache, "cached", "c", false, "Load cached data from disk. Faster, but if changes have been recently made you'll miss them")
 	AWSCommands.PersistentFlags().StringVarP(&AWSTableCols, "cols", "t", "", "Comma separated list of columns to display in table output")
 	AWSCommands.PersistentFlags().StringVar(&AWSMFAToken, "mfa-token", "", "MFA Token")
+	AWSCommands.PersistentFlags().StringVar(&PmapperDataBasePath, "pmapper-data-basepath", "", "Supply the base path for the pmapper data files (useful if you have copied them from another machine)\nPoint to the parent directory that contains all of the pmapper data by account numbers. \n\tExample: /path/to/com.nccgroup.principalmapper/\n\tExample: ./pmapperdata/")
 
 	AWSCommands.AddCommand(
+		AccessKeysCommand,
 		AllChecksCommand,
 		ApiGwCommand,
-		RoleTrustCommand,
-		AccessKeysCommand,
-		InstancesCommand,
-		ECSTasksCommand,
-		ElasticNetworkInterfacesCommand,
-		InventoryCommand,
-		EndpointsCommand,
-		SecretsCommand,
-		Route53Command,
-		ECRCommand,
-		SQSCommand,
-		SNSCommand,
-		EKSCommand,
-		OutboundAssumedRolesCommand,
-		EnvsCommand,
-		PrincipalsCommand,
-		IamSimulatorCommand,
-		FilesystemsCommand,
 		BucketsCommand,
-		PermissionsCommand,
+		CapeCommand,
 		CloudformationCommand,
 		CodeBuildCommand,
-		RAMCommand,
-		TagsCommand,
+		DatabasesCommand,
+		ECSTasksCommand,
+		ECRCommand,
+		EKSCommand,
+		ElasticNetworkInterfacesCommand,
+		EndpointsCommand,
+		EnvsCommand,
+		FilesystemsCommand,
+		//GraphCommand,
+		IamSimulatorCommand,
+		InstancesCommand,
+		InventoryCommand,
 		LambdasCommand,
 		NetworkPortsCommand,
-		PmapperCommand,
-		ResourceTrustsCommand,
 		OrgsCommand,
-		DatabasesCommand,
+		OutboundAssumedRolesCommand,
+		PermissionsCommand,
+		PrincipalsCommand,
+		PmapperCommand,
+		RAMCommand,
+		ResourceTrustsCommand,
+		RoleTrustCommand,
+		Route53Command,
+		SQSCommand,
+		SNSCommand,
+		SecretsCommand,
+		TagsCommand,
 		WorkloadsCommand,
+		DirectoryServicesCommand,
+	)
+
+	CapeCommand.AddCommand(
+		CapeTuiCmd,
 	)
 
 }

cli/gcp.go

@@ -89,7 +89,7 @@ func init() {
 	// GCPCommands.PersistentFlags().BoolVarP(&GCPAllProjects, "all-projects", "a", false, "Use all project IDs available to activated gloud account or given gcloud account")
 	// GCPCommands.PersistentFlags().BoolVarP(&GCPConfirm, "yes", "y", false, "Non-interactive mode (like apt/yum)")
 	// GCPCommands.PersistentFlags().StringVarP(&GCPOutputFormat, "output", "", "brief", "[\"brief\" | \"wide\" ]")
-	GCPCommands.PersistentFlags().IntVarP(&Verbosity, "verbosity", "v", 1, "1 = Print control messages only\n2 = Print control messages, module output\n3 = Print control messages, module output, and loot file output\n")
+	GCPCommands.PersistentFlags().IntVarP(&Verbosity, "verbosity", "v", 2, "1 = Print control messages only\n2 = Print control messages, module output\n3 = Print control messages, module output, and loot file output\n")
 	// defaultOutputDir is defined in cli.aws
 	GCPCommands.PersistentFlags().StringVar(&GCPOutputDirectory, "outdir", defaultOutputDir, "Output Directory ")
 	// GCPCommands.PersistentFlags().IntVarP(&Goroutines, "max-goroutines", "g", 30, "Maximum number of concurrent goroutines")

gcp/commands/bigquery.go

@@ -14,10 +14,10 @@ import (
 var GCPBigQueryCommand = &cobra.Command{
 	Use:     "bigquery",
 	Aliases: []string{},
-	Short:   "Display Bigauery datasets and tables information",
+	Short:   "Display Bigquery datasets and tables information",
 	Args:    cobra.MinimumNArgs(0),
 	Long: `
-Display available Bigauery datasets and tables resource information:
+Display available Bigquery datasets and tables resource information:
 cloudfox gcp bigquery`,
 	Run: runGCPBigQueryCommand,
 }

gcp/services/iamService/access-tokens.go

@@ -17,7 +17,7 @@ package iamservice
 // 	Projects []string
 // }
 
-// // Be incorportated in iam.go
+// // Be incorporated in iam.go
 // func (m *AccessTokensModule) PrintAccessTokens(outputFormat string, outputDirectory string, verbosity int) error {
 // 	GCPLogger.InfoM(fmt.Sprintf("Enumerating GCP local access tokens (%s, %s)...", color.CyanString("default user token"), color.RedString("application-default token")), globals.GCP_ACCESSTOKENS_MODULE_NAME)
 // 	tokens := gcp.ReadRefreshTokens()

globals/utils.go

@@ -4,4 +4,4 @@ const CLOUDFOX_USER_AGENT = "cloudfox"
 const CLOUDFOX_LOG_FILE_DIR_NAME = ".cloudfox"
 const CLOUDFOX_BASE_DIRECTORY = "cloudfox-output"
 const LOOT_DIRECTORY_NAME = "loot"
-const CLOUDFOX_VERSION = "1.13.5"
+const CLOUDFOX_VERSION = "1.14.1"

go.mod

@@ -2,6 +2,8 @@ module github.com/BishopFox/cloudfox
 
 go 1.21.2
 
+toolchain go1.21.6
+
 require (
 	cloud.google.com/go/artifactregistry v1.14.6
 	cloud.google.com/go/bigquery v1.57.1
@@ -16,16 +18,24 @@ require (
 	github.com/Azure/go-autorest/autorest v0.11.29
 	github.com/Azure/go-autorest/autorest/azure/auth v0.5.12
 	github.com/aquasecurity/table v1.8.0
-	github.com/aws/aws-sdk-go-v2 v1.24.1
+	github.com/aws/aws-sdk-go-v2 v1.26.1
 	github.com/aws/aws-sdk-go-v2/config v1.26.2
+	github.com/aws/aws-sdk-go-v2/credentials v1.16.13
 	github.com/aws/aws-sdk-go-v2/service/apigateway v1.21.6
 	github.com/aws/aws-sdk-go-v2/service/apigatewayv2 v1.18.6
 	github.com/aws/aws-sdk-go-v2/service/apprunner v1.25.5
+	github.com/aws/aws-sdk-go-v2/service/athena v1.37.3
 	github.com/aws/aws-sdk-go-v2/service/cloud9 v1.22.5
 	github.com/aws/aws-sdk-go-v2/service/cloudformation v1.42.5
 	github.com/aws/aws-sdk-go-v2/service/cloudfront v1.32.5
 	github.com/aws/aws-sdk-go-v2/service/cloudtrail v1.35.6
+	github.com/aws/aws-sdk-go-v2/service/codeartifact v1.23.5
 	github.com/aws/aws-sdk-go-v2/service/codebuild v1.26.5
+	github.com/aws/aws-sdk-go-v2/service/codecommit v1.20.0
+	github.com/aws/aws-sdk-go-v2/service/codedeploy v1.22.2
+	github.com/aws/aws-sdk-go-v2/service/datapipeline v1.19.5
+	github.com/aws/aws-sdk-go-v2/service/directoryservice v1.24.4
+	github.com/aws/aws-sdk-go-v2/service/docdb v1.29.5
 	github.com/aws/aws-sdk-go-v2/service/dynamodb v1.26.7
 	github.com/aws/aws-sdk-go-v2/service/ec2 v1.142.0
 	github.com/aws/aws-sdk-go-v2/service/ecr v1.24.6
@@ -33,12 +43,15 @@ require (
 	github.com/aws/aws-sdk-go-v2/service/efs v1.26.5
 	github.com/aws/aws-sdk-go-v2/service/eks v1.37.0
 	github.com/aws/aws-sdk-go-v2/service/elasticache v1.34.6
+	github.com/aws/aws-sdk-go-v2/service/elasticbeanstalk v1.20.5
 	github.com/aws/aws-sdk-go-v2/service/elasticloadbalancing v1.21.6
 	github.com/aws/aws-sdk-go-v2/service/elasticloadbalancingv2 v1.26.6
+	github.com/aws/aws-sdk-go-v2/service/emr v1.35.6
 	github.com/aws/aws-sdk-go-v2/service/fsx v1.40.0
 	github.com/aws/aws-sdk-go-v2/service/glue v1.73.0
 	github.com/aws/aws-sdk-go-v2/service/grafana v1.18.5
 	github.com/aws/aws-sdk-go-v2/service/iam v1.28.5
+	github.com/aws/aws-sdk-go-v2/service/kinesis v1.24.6
 	github.com/aws/aws-sdk-go-v2/service/lambda v1.49.6
 	github.com/aws/aws-sdk-go-v2/service/lightsail v1.32.5
 	github.com/aws/aws-sdk-go-v2/service/mq v1.20.6
@@ -52,15 +65,17 @@ require (
 	github.com/aws/aws-sdk-go-v2/service/s3 v1.47.7
 	github.com/aws/aws-sdk-go-v2/service/sagemaker v1.122.0
 	github.com/aws/aws-sdk-go-v2/service/secretsmanager v1.26.0
+	github.com/aws/aws-sdk-go-v2/service/sfn v1.24.6
 	github.com/aws/aws-sdk-go-v2/service/sns v1.26.6
 	github.com/aws/aws-sdk-go-v2/service/sqs v1.29.6
 	github.com/aws/aws-sdk-go-v2/service/ssm v1.44.6
 	github.com/aws/aws-sdk-go-v2/service/sts v1.26.6
-	github.com/aws/smithy-go v1.19.0
+	github.com/aws/smithy-go v1.20.2
 	github.com/bishopfox/awsservicemap v1.0.3
 	github.com/bishopfox/knownawsaccountslookup v0.0.0-20231228165844-c37ef8df33cb
 	github.com/dominikbraun/graph v0.23.0
 	github.com/fatih/color v1.16.0
+	github.com/goccy/go-json v0.10.2
 	github.com/googleapis/gax-go/v2 v2.12.0
 	github.com/jedib0t/go-pretty v4.3.0+incompatible
 	github.com/kyokomi/emoji v2.2.4+incompatible
@@ -69,10 +84,28 @@ require (
 	github.com/spf13/afero v1.11.0
 	github.com/spf13/cobra v1.8.0
 	golang.org/x/crypto v0.17.0
+	golang.org/x/exp v0.0.0-20231226003508-02704c960a9b
+)
+
+require (
+	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
+	github.com/containerd/console v1.0.4-0.20230313162750-1ae8d489ac81 // indirect
+	github.com/golang-jwt/jwt/v5 v5.2.0 // indirect
+	github.com/lucasb-eyer/go-colorful v1.2.0 // indirect
+	github.com/mattn/go-localereader v0.0.1 // indirect
+	github.com/muesli/ansi v0.0.0-20211018074035-2e021307bc4b // indirect
+	github.com/muesli/cancelreader v0.2.2 // indirect
+	github.com/muesli/reflow v0.3.0 // indirect
+	github.com/muesli/termenv v0.15.2 // indirect
+	golang.org/x/sync v0.5.0 // indirect
+	gopkg.in/yaml.v2 v2.4.0 // indirect
+)
+
+require (
 	golang.org/x/oauth2 v0.15.0
 	google.golang.org/api v0.152.0
 	google.golang.org/genproto v0.0.0-20231106174013-bbf56f31fb17
-	google.golang.org/protobuf v1.31.0
+	google.golang.org/protobuf v1.33.0
 )
 
 require (
@@ -80,38 +113,6 @@ require (
 	cloud.google.com/go/compute v1.23.3 // indirect
 	cloud.google.com/go/compute/metadata v0.2.3 // indirect
 	cloud.google.com/go/longrunning v0.5.4 // indirect
-	github.com/andybalholm/brotli v1.0.4 // indirect
-	github.com/apache/arrow/go/v12 v12.0.0 // indirect
-	github.com/apache/thrift v0.16.0 // indirect
-	github.com/goccy/go-json v0.9.11 // indirect
-	github.com/golang-jwt/jwt/v5 v5.2.0 // indirect
-	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
-	github.com/golang/protobuf v1.5.3 // indirect
-	github.com/golang/snappy v0.0.4 // indirect
-	github.com/google/flatbuffers v2.0.8+incompatible // indirect
-	github.com/google/s2a-go v0.1.7 // indirect
-	github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
-	github.com/klauspost/asmfmt v1.3.2 // indirect
-	github.com/klauspost/compress v1.15.9 // indirect
-	github.com/klauspost/cpuid/v2 v2.0.9 // indirect
-	github.com/minio/asm2plan9s v0.0.0-20200509001527-cdd76441f9d8 // indirect
-	github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3 // indirect
-	github.com/pierrec/lz4/v4 v4.1.15 // indirect
-	github.com/zeebo/xxh3 v1.0.2 // indirect
-	go.opencensus.io v0.24.0 // indirect
-	golang.org/x/mod v0.10.0 // indirect
-	golang.org/x/sync v0.5.0 // indirect
-	golang.org/x/time v0.5.0 // indirect
-	golang.org/x/tools v0.9.1 // indirect
-	golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect
-	google.golang.org/appengine v1.6.7 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20231106174013-bbf56f31fb17 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20231120223509-83a465c0220f // indirect
-	google.golang.org/grpc v1.59.0 // indirect
-	gopkg.in/yaml.v2 v2.4.0 // indirect
-)
-
-require (
 	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.9.1 // indirect
 	github.com/Azure/azure-sdk-for-go/sdk/internal v1.5.1 // indirect
 	github.com/Azure/go-autorest v14.2.0+incompatible // indirect
@@ -123,51 +124,69 @@ require (
 	github.com/Azure/go-autorest/logger v0.2.1 // indirect
 	github.com/Azure/go-autorest/tracing v0.6.0 // indirect
 	github.com/AzureAD/microsoft-authentication-library-for-go v1.2.0 // indirect
+	github.com/andybalholm/brotli v1.0.4 // indirect
+	github.com/apache/arrow/go/v12 v12.0.0 // indirect
+	github.com/apache/thrift v0.16.0 // indirect
 	github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect
 	github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.5.4 // indirect
-	github.com/aws/aws-sdk-go-v2/credentials v1.16.13
 	github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.14.10 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/configsources v1.2.10 // indirect
-	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.5.10 // indirect
+	github.com/aws/aws-sdk-go-v2/internal/configsources v1.3.5 // indirect
+	github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.6.5 // indirect
 	github.com/aws/aws-sdk-go-v2/internal/ini v1.7.2 // indirect
 	github.com/aws/aws-sdk-go-v2/internal/v4a v1.2.9 // indirect
-	github.com/aws/aws-sdk-go-v2/service/athena v1.37.3
-	github.com/aws/aws-sdk-go-v2/service/codeartifact v1.23.5
-	github.com/aws/aws-sdk-go-v2/service/codecommit v1.20.0
-	github.com/aws/aws-sdk-go-v2/service/codedeploy v1.22.2
-	github.com/aws/aws-sdk-go-v2/service/datapipeline v1.19.5
-	github.com/aws/aws-sdk-go-v2/service/docdb v1.29.5
-	github.com/aws/aws-sdk-go-v2/service/elasticbeanstalk v1.20.5
-	github.com/aws/aws-sdk-go-v2/service/emr v1.35.6
 	github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.10.4 // indirect
 	github.com/aws/aws-sdk-go-v2/service/internal/checksum v1.2.9 // indirect
 	github.com/aws/aws-sdk-go-v2/service/internal/endpoint-discovery v1.8.10 // indirect
 	github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.10.10 // indirect
 	github.com/aws/aws-sdk-go-v2/service/internal/s3shared v1.16.9 // indirect
-	github.com/aws/aws-sdk-go-v2/service/kinesis v1.24.6
-	github.com/aws/aws-sdk-go-v2/service/sfn v1.24.6
 	github.com/aws/aws-sdk-go-v2/service/sso v1.18.5 // indirect
 	github.com/aws/aws-sdk-go-v2/service/ssooidc v1.21.5 // indirect
+	github.com/charmbracelet/bubbles v0.18.0
+	github.com/charmbracelet/bubbletea v0.25.0
+	github.com/charmbracelet/lipgloss v0.9.1
 	github.com/dimchansky/utfbom v1.1.1 // indirect
 	github.com/go-openapi/errors v0.21.0 // indirect
 	github.com/go-openapi/strfmt v0.21.10 // indirect
 	github.com/golang-jwt/jwt/v4 v4.5.0 // indirect
+	github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect
+	github.com/golang/protobuf v1.5.3 // indirect
+	github.com/golang/snappy v0.0.4 // indirect
+	github.com/google/flatbuffers v2.0.8+incompatible // indirect
+	github.com/google/s2a-go v0.1.7 // indirect
 	github.com/google/uuid v1.5.0 // indirect
+	github.com/googleapis/enterprise-certificate-proxy v0.3.2 // indirect
 	github.com/inconshreveable/mousetrap v1.1.0 // indirect
 	github.com/jmespath/go-jmespath v0.4.0 // indirect
+	github.com/klauspost/asmfmt v1.3.2 // indirect
+	github.com/klauspost/compress v1.15.9 // indirect
+	github.com/klauspost/cpuid/v2 v2.0.9 // indirect
 	github.com/kylelemons/godebug v1.1.0 // indirect
 	github.com/mattn/go-colorable v0.1.13 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/mattn/go-runewidth v0.0.15 // indirect
+	github.com/minio/asm2plan9s v0.0.0-20200509001527-cdd76441f9d8 // indirect
+	github.com/minio/c2goasm v0.0.0-20190812172519-36a3d3bbc4f3 // indirect
 	github.com/mitchellh/go-homedir v1.1.0 // indirect
 	github.com/mitchellh/mapstructure v1.5.0 // indirect
+	github.com/neo4j/neo4j-go-driver/v5 v5.14.0
 	github.com/oklog/ulid v1.3.1 // indirect
+	github.com/pierrec/lz4/v4 v4.1.15 // indirect
 	github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8 // indirect
-	github.com/rivo/uniseg v0.4.4 // indirect
+	github.com/rivo/uniseg v0.4.6 // indirect
 	github.com/spf13/pflag v1.0.5 // indirect
+	github.com/zeebo/xxh3 v1.0.2 // indirect
 	go.mongodb.org/mongo-driver v1.13.1 // indirect
+	go.opencensus.io v0.24.0 // indirect
+	golang.org/x/mod v0.14.0 // indirect
 	golang.org/x/net v0.19.0 // indirect
 	golang.org/x/sys v0.15.0 // indirect
 	golang.org/x/term v0.15.0 // indirect
 	golang.org/x/text v0.14.0 // indirect
+	golang.org/x/time v0.5.0 // indirect
+	golang.org/x/tools v0.16.0 // indirect
+	golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect
+	google.golang.org/appengine v1.6.7 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20231106174013-bbf56f31fb17 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20231120223509-83a465c0220f // indirect
+	google.golang.org/grpc v1.59.0 // indirect
 )

go.sum

@@ -81,8 +81,8 @@ github.com/aquasecurity/table v1.8.0 h1:9ntpSwrUfjrM6/YviArlx/ZBGd6ix8W+MtojQcM7
 github.com/aquasecurity/table v1.8.0/go.mod h1:eqOmvjjB7AhXFgFqpJUEE/ietg7RrMSJZXyTN8E/wZw=
 github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 h1:DklsrG3dyBCFEj5IhUbnKptjxatkF07cF2ak3yi77so=
 github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw=
-github.com/aws/aws-sdk-go-v2 v1.24.1 h1:xAojnj+ktS95YZlDf0zxWBkbFtymPeDP+rvUQIH3uAU=
-github.com/aws/aws-sdk-go-v2 v1.24.1/go.mod h1:LNh45Br1YAkEKaAqvmE1m8FUx6a5b/V0oAKV7of29b4=
+github.com/aws/aws-sdk-go-v2 v1.26.1 h1:5554eUqIYVWpU0YmeeYZ0wU64H2VLBs8TlhRB2L+EkA=
+github.com/aws/aws-sdk-go-v2 v1.26.1/go.mod h1:ffIFB97e2yNsv4aTSGkqtHnppsIJzw7G7BReUZ3jCXM=
 github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream v1.5.4 h1:OCs21ST2LrepDfD3lwlQiOqIGp6JiEUqG84GzTDoyJs=
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@@ -91,10 +91,10 @@ github.com/aws/aws-sdk-go-v2/credentials v1.16.13 h1:WLABQ4Cp4vXtXfOWOS3MEZKr6AA
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@@ -125,6 +125,8 @@ github.com/aws/aws-sdk-go-v2/service/codedeploy v1.22.2 h1:3b8fwDhM0bJoOVglvM1w4
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@@ -209,15 +211,25 @@ github.com/aws/aws-sdk-go-v2/service/ssooidc v1.21.5 h1:2k9KmFawS63euAkY4/ixVNsY
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@@ -238,8 +250,8 @@ github.com/go-openapi/errors v0.21.0 h1:FhChC/duCnfoLj1gZ0BgaBmzhJC2SL/sJr8a2vAo
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@@ -314,11 +326,16 @@ github.com/kylelemons/godebug v1.1.0 h1:RPNrshWIDI6G2gRW9EHilWtl7Z6Sb1BR0xunSBf0
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@@ -330,6 +347,16 @@ github.com/mitchellh/go-homedir v1.1.0/go.mod h1:SfyaCUpYCn1Vlf4IUYiD9fPX4A5wJrk
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@@ -341,9 +368,10 @@ github.com/pkg/browser v0.0.0-20210911075715-681adbf594b8/go.mod h1:HKlIX3XHQyzL
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@@ -390,15 +418,15 @@ golang.org/x/crypto v0.6.0/go.mod h1:OFC/31mSvZgRz0V1QTNCzfAI1aIRzbiufJtkMIlEp58
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+golang.org/x/mod v0.14.0 h1:dGoOF9QVLYng8IHTm7BAyWqCqSheQ5pYWGhzW00YJr0=
+golang.org/x/mod v0.14.0/go.mod h1:hTbmBsO62+eylJbnUtE2MGJUyE7QWk4xUqPFrRgJ+7c=
 golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190213061140-3a22650c66bd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
@@ -434,6 +462,7 @@ golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBc
 golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
+golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.5.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.15.0 h1:h48lPFYpsTvQJZF4EKyI4aLHaev3CxivZmv7yZig9pc=
@@ -461,8 +490,8 @@ golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3
 golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q=
 golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
 golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=
-golang.org/x/tools v0.9.1 h1:8WMNJAz3zrtPmnYC7ISf5dEn3MT0gY7jBJfw27yrrLo=
-golang.org/x/tools v0.9.1/go.mod h1:owI94Op576fPu3cIGQeHs3joujW/2Oc6MtlxbF5dfNc=
+golang.org/x/tools v0.16.0 h1:GO788SKMRunPIBCXiQyo2AaexLstOrVhuAL5YwsckQM=
+golang.org/x/tools v0.16.0/go.mod h1:kYVVN6I1mBNoB1OX+noeBjbRk4IUEPa7JJ+TJMEooJ0=
 golang.org/x/xerrors v0.0.0-20190717185122-a985d3407aa7/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191011141410-1b5146add898/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
 golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543/go.mod h1:I/5z698sn9Ka8TeJc9MKroUUfqBBauWjQqLJ2OPfmY0=
@@ -503,8 +532,8 @@ google.golang.org/protobuf v1.23.1-0.20200526195155-81db48ad09cc/go.mod h1:EGpAD
 google.golang.org/protobuf v1.25.0/go.mod h1:9JNX74DMeImyA3h4bdi1ymwjUzf21/xIlbajtzgsN7c=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
-google.golang.org/protobuf v1.31.0 h1:g0LDEJHgrBl9N9r17Ru3sqWhkIx2NB67okBHPwC7hs8=
-google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
+google.golang.org/protobuf v1.33.0 h1:uNO2rsAINq/JlFpSdYEKIZ0uKD/R9cpdv0T+yoGwGmI=
+google.golang.org/protobuf v1.33.0/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
 gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=

internal/array.go

@@ -10,6 +10,7 @@ func LoadFileLinesIntoArray(input string) []string {
 	if err != nil {
 		return []string{input}
 	}
+	defer file.Close()
 
 	scanner := bufio.NewScanner(file)
 	scanner.Split(bufio.ScanLines)

internal/aws.go

@@ -3,8 +3,11 @@ package internal
 import (
 	"bufio"
 	"context"
+	"encoding/gob"
+	"encoding/json"
 	"fmt"
 	"os"
+	"path/filepath"
 	"regexp"
 	"strings"
 	"time"
@@ -18,6 +21,7 @@ import (
 	"github.com/aws/smithy-go/ptr"
 	"github.com/bishopfox/awsservicemap"
 	"github.com/kyokomi/emoji"
+	"github.com/patrickmn/go-cache"
 	"github.com/sirupsen/logrus"
 	"github.com/spf13/afero"
 )
@@ -30,11 +34,95 @@ var (
 	ConfigMap     = map[string]aws.Config{}
 )
 
+type CloudFoxRunData struct {
+	Profile        string
+	AccountID      string
+	OutputLocation string
+}
+
+func init() {
+	gob.Register(aws.Config{})
+	gob.Register(sts.GetCallerIdentityOutput{})
+	gob.Register(CloudFoxRunData{})
+}
+
+func InitializeCloudFoxRunData(AWSProfile string, version string, AwsMfaToken string, AWSOutputDirectory string) (CloudFoxRunData, error) {
+	var runData CloudFoxRunData
+
+	cacheDirectory := filepath.Join(AWSOutputDirectory, "cached-data", "aws")
+	filename := filepath.Join(cacheDirectory, fmt.Sprintf("CloudFoxRunData-%s.json", AWSProfile))
+	if _, err := os.Stat(filename); err == nil {
+		// unmarshall the data from the file into type CloudFoxRunData
+
+		// Open the file (this is not actually needed if you use os.ReadFile, so you can skip this)
+		file, err := os.Open(filename)
+		if err != nil {
+			return CloudFoxRunData{}, err
+		}
+		defer file.Close()
+
+		// Read the file content
+		jsonData, err := os.ReadFile(filename)
+		if err != nil {
+			return CloudFoxRunData{}, err
+		}
+
+		// Unmarshal jsonData into runData (make sure to pass a pointer to runData)
+		err = json.Unmarshal(jsonData, &runData)
+		if err != nil {
+			return CloudFoxRunData{}, err
+		}
+
+		return runData, nil
+
+	}
+
+	CallerIdentity, err := AWSWhoami(AWSProfile, version, AwsMfaToken)
+	if err != nil {
+		return CloudFoxRunData{}, err
+	}
+	outputLocation := filepath.Join(AWSOutputDirectory, "cloudfox-output", "aws", fmt.Sprintf("%s-%s", AWSProfile, ptr.ToString(CallerIdentity.Account)))
+
+	runData = CloudFoxRunData{
+		Profile:        AWSProfile,
+		AccountID:      aws.ToString(CallerIdentity.Account),
+		OutputLocation: outputLocation,
+	}
+
+	// Marshall the data to a file
+	err = os.MkdirAll(cacheDirectory, 0755)
+	if err != nil {
+		return CloudFoxRunData{}, err
+	}
+	file, err := os.Create(filename)
+	if err != nil {
+		return CloudFoxRunData{}, err
+	}
+	defer file.Close()
+	jsonData, err := json.Marshal(runData)
+	if err != nil {
+		return CloudFoxRunData{}, err
+	}
+	_, err = file.Write(jsonData)
+	if err != nil {
+		return CloudFoxRunData{}, err
+	}
+
+	return runData, nil
+}
+
 func AWSConfigFileLoader(AWSProfile string, version string, AwsMfaToken string) aws.Config {
 	// Loads the AWS config file and returns a config object
 
 	var cfg aws.Config
 	var err error
+	// cacheKey := fmt.Sprintf("AWSConfigFileLoader-%s", AWSProfile)
+	// cached, found := Cache.Get(cacheKey)
+	// if found {
+	// 	cfg = cached.(aws.Config)
+	// 	return cfg
+	// }
+
 	// Check if the profile is already in the config map. If not, load it and retrieve the credentials. If it is, return the cached config object
 	// The AssumeRoleOptions below are used to pass the MFA token to the AssumeRole call (when applicable)
 	if _, ok := ConfigMap[AWSProfile]; !ok {
@@ -81,6 +169,7 @@ func AWSConfigFileLoader(AWSProfile string, version string, AwsMfaToken string)
 			// update the config map with the new config for future lookups
 			ConfigMap[AWSProfile] = cfg
 			//return the config object for this first iteration
+			//Cache.Set(cacheKey, cfg, cache.DefaultExpiration)
 			return cfg
 
 		}
@@ -89,10 +178,21 @@ func AWSConfigFileLoader(AWSProfile string, version string, AwsMfaToken string)
 		cfg = ConfigMap[AWSProfile]
 		return cfg
 	}
+	//Cache.Set(cacheKey, cfg, cache.DefaultExpiration)
 	return cfg
 }
 
 func AWSWhoami(awsProfile string, version string, AwsMfaToken string) (*sts.GetCallerIdentityOutput, error) {
+
+	cacheKey := fmt.Sprintf("sts-getCallerIdentity-%s", awsProfile)
+	if cached, found := Cache.Get(cacheKey); found {
+		// Correct type assertion: assert the type, not a variable.
+		if cachedValue, ok := cached.(*sts.GetCallerIdentityOutput); ok {
+			return cachedValue, nil
+		}
+		// Handle the case where type assertion fails, if necessary.
+	}
+
 	// Connects to STS and checks caller identity. Same as running "aws sts get-caller-identity"
 	//fmt.Printf("[%s] Retrieving caller's identity\n", cyan(emoji.Sprintf(":fox:cloudfox v%s :fox:", version)))
 	STSService := sts.NewFromConfig(AWSConfigFileLoader(awsProfile, version, AwsMfaToken))
@@ -103,10 +203,18 @@ func AWSWhoami(awsProfile string, version string, AwsMfaToken string) (*sts.GetC
 		return CallerIdentity, err
 
 	}
+	// Convert CallerIdentity to something i can store using the cache
+	Cache.Set(cacheKey, CallerIdentity, cache.DefaultExpiration)
 	return CallerIdentity, err
 }
 
 func GetEnabledRegions(awsProfile string, version string, AwsMfaToken string) []string {
+	cacheKey := fmt.Sprintf("GetEnabledRegions-%s", awsProfile)
+	cached, found := Cache.Get(cacheKey)
+	if found {
+		return cached.([]string)
+	}
+
 	var enabledRegions []string
 	ec2Client := ec2.NewFromConfig(ConfigMap[awsProfile])
 	regions, err := ec2Client.DescribeRegions(
@@ -130,45 +238,11 @@ func GetEnabledRegions(awsProfile string, version string, AwsMfaToken string) []
 	for _, region := range regions.Regions {
 		enabledRegions = append(enabledRegions, *region.RegionName)
 	}
-
+	Cache.Set(cacheKey, enabledRegions, cache.DefaultExpiration)
 	return enabledRegions
 
 }
 
-// func GetRegionsForService(awsProfile string, service string) []string {
-// 	SSMClient := ssm.NewFromConfig(AWSConfigFileLoader(awsProfile))
-// 	var PaginationControl *string
-// 	var supportedRegions []string
-// 	path := fmt.Sprintf("/aws/service/global-infrastructure/services/%s/regions", service)
-
-// 	ServiceRegions, err := SSMClient.GetParametersByPath(
-// 		context.TODO(),
-// 		&(ssm.GetParametersByPathInput{
-// 			NextToken: PaginationControl,
-// 			Path:      &path,
-// 		}),
-// 	)
-// 	if err != nil {
-// 		fmt.Println(err.Error())
-
-// 	}
-
-// 	if ServiceRegions.Parameters != nil {
-// 		for _, region := range ServiceRegions.Parameters {
-// 			name := *region.Value
-// 			supportedRegions = append(supportedRegions, name)
-// 		}
-
-// 		// The "NextToken" value is nil when there's no more data to return.
-// 		if ServiceRegions.NextToken != nil {
-// 			PaginationControl = ServiceRegions.NextToken
-// 		} else {
-// 			PaginationControl = nil
-// 		}
-// 	}
-// 	return supportedRegions
-// }
-
 // txtLogger - Returns the txt logger
 func TxtLogger() *logrus.Logger {
 	var txtFile *os.File

internal/aws/policy/policy.go

@@ -3,6 +3,8 @@ package policy
 import (
 	"encoding/json"
 	"fmt"
+	"regexp"
+	"strings"
 )
 
 type Policy struct {
@@ -79,3 +81,88 @@ func contains(list []string, elem string) bool {
 
 	return false
 }
+
+// source: https://github.com/nccgroup/PMapper/blob/master/principalmapper/querying/local_policy_simulation.py
+func composePattern(stringToTransform string) *regexp.Regexp {
+	// Escape special characters and replace wildcards
+	escaped := strings.ReplaceAll(stringToTransform, ".", "\\.")
+	escaped = strings.ReplaceAll(escaped, "*", ".*")
+	escaped = strings.ReplaceAll(escaped, "?", ".")
+	escaped = strings.ReplaceAll(escaped, "$", "\\$")
+	escaped = strings.ReplaceAll(escaped, "^", "\\^")
+
+	// Compile the regular expression, ignoring case
+	pattern, err := regexp.Compile("(?i)^" + escaped + "$")
+	if err != nil {
+		panic("regexp compile error: " + err.Error())
+	}
+	return pattern
+}
+
+// source: https://github.com/nccgroup/PMapper/blob/master/principalmapper/querying/local_policy_simulation.py
+// MatchesAfterExpansion checks the stringToCheck against stringToCheckAgainst.
+func MatchesAfterExpansion(stringFromPolicyToCheck, stringToCheckAgainst string) bool {
+	// Transform the stringToCheckAgainst into a regex pattern
+	pattern := composePattern(stringToCheckAgainst)
+
+	// Check if the pattern matches stringToCheck
+	return pattern.MatchString(stringFromPolicyToCheck)
+}
+
+func (p *Policy) DoesPolicyHaveMatchingStatement(effect string, actionToCheck string, resourceToCheck string) bool {
+
+	for _, statement := range p.Statement {
+		if statement.Effect == effect {
+			matchesAction, matchesResource := false, false
+			for _, action := range statement.Action {
+				if MatchesAfterExpansion(actionToCheck, action) {
+					matchesAction = true
+					if resourceToCheck != "" {
+						for _, resource := range statement.Resource {
+							if MatchesAfterExpansion(resourceToCheck, resource) {
+								matchesResource = true
+							}
+						}
+						for _, notResource := range statement.NotResource {
+							if MatchesAfterExpansion(resourceToCheck, notResource) {
+								matchesResource = false
+							}
+						}
+					}
+				}
+			}
+			for _, notAction := range statement.NotAction {
+				matchesAction = true
+				if notAction == "*" {
+					matchesAction = false
+				}
+				if notAction == actionToCheck {
+					matchesAction = false
+				}
+
+				if MatchesAfterExpansion(actionToCheck, notAction) {
+					matchesAction = false
+				}
+				if resourceToCheck != "" {
+					for _, resource := range statement.Resource {
+						if MatchesAfterExpansion(resourceToCheck, resource) {
+							matchesResource = true
+						}
+					}
+					for _, notResource := range statement.NotResource {
+						if MatchesAfterExpansion(resourceToCheck, notResource) {
+							matchesResource = false
+						}
+					}
+				}
+
+			}
+			if matchesAction && matchesResource {
+				return true
+			}
+		}
+
+	}
+
+	return false
+}

internal/aws/policy/policy_test.go

@@ -150,3 +150,75 @@ func getTestFixure(filename string) (*Policy, error) {
 
 	return &policy, nil
 }
+func TestDoesPolicyHaveMatchingStatement(t *testing.T) {
+	p := &Policy{
+		Statement: []PolicyStatement{
+			{
+				Effect:   "Allow",
+				Action:   []string{"ec2:*"},
+				Resource: []string{"*"},
+			},
+			{
+				Effect:   "Allow",
+				Action:   []string{"s3:GetObject"},
+				Resource: []string{"arn:aws:s3:::bucket/*"},
+			},
+			{
+				Effect:   "Deny",
+				Action:   []string{"s3:*"},
+				Resource: []string{"arn:aws:s3:::bucket2/*"},
+			},
+		},
+	}
+
+	tests := []struct {
+		effect          string
+		actionToCheck   string
+		resourceToCheck string
+		want            bool
+	}{
+		{
+			effect:          "Allow",
+			actionToCheck:   "ec2:DescribeInstances",
+			resourceToCheck: "arn:aws:ec2:us-west-2:123456789012:instance/*",
+			want:            true,
+		},
+		{
+			effect:          "Allow",
+			actionToCheck:   "s3:GetObject",
+			resourceToCheck: "arn:aws:s3:::bucket/file.txt",
+			want:            true,
+		},
+		{
+			effect:          "Allow",
+			actionToCheck:   "s3:PutObject",
+			resourceToCheck: "arn:aws:s3:::bucket/file.txt",
+			want:            false,
+		},
+		{
+			effect:          "Deny",
+			actionToCheck:   "s3:GetObject",
+			resourceToCheck: "arn:aws:s3:::bucket2/file.txt",
+			want:            true,
+		},
+		{
+			effect:          "Deny",
+			actionToCheck:   "s3:PutObject",
+			resourceToCheck: "arn:aws:s3:::bucket2/file.txt",
+			want:            true,
+		},
+		{
+			effect:          "Deny",
+			actionToCheck:   "s3:GetObject",
+			resourceToCheck: "arn:aws:s3:::bucket/file.txt",
+			want:            false,
+		},
+	}
+
+	for _, tt := range tests {
+		actual := p.DoesPolicyHaveMatchingStatement(tt.effect, tt.actionToCheck, tt.resourceToCheck)
+		if tt.want != actual {
+			t.Errorf("DoesPolicyHaveMatchingStatement(%s, %s, %s) is %v but should be %v", tt.effect, tt.actionToCheck, tt.resourceToCheck, actual, tt.want)
+		}
+	}
+}

internal/aws/policy/statement.go

@@ -6,13 +6,14 @@ import (
 )
 
 type PolicyStatement struct {
-	Sid       string                   `json:"Sid,omitempty"`
-	Effect    string                   `json:"Effect"`
-	Principal PolicyStatementPrincipal `json:"Principal,omitempty"`
-	Action    ListOrString             `json:"Action"`
-	NotAction ListOrString             `json:"NotAction,omitempty"`
-	Resource  ListOrString             `json:"Resource,omitempty"`
-	Condition PolicyStatementCondition `json:"Condition,omitempty"`
+	Sid         string                   `json:"Sid,omitempty"`
+	Effect      string                   `json:"Effect"`
+	Principal   PolicyStatementPrincipal `json:"Principal,omitempty"`
+	Action      ListOrString             `json:"Action"`
+	NotAction   ListOrString             `json:"NotAction,omitempty"`
+	Resource    ListOrString             `json:"Resource,omitempty"`
+	NotResource ListOrString             `json:"NotResource,omitempty"`
+	Condition   PolicyStatementCondition `json:"Condition,omitempty"`
 }
 
 func (ps *PolicyStatement) IsEmpty() bool {

internal/cache.go

@@ -10,6 +10,7 @@ import (
 	"strings"
 	"time"
 
+	"github.com/dominikbraun/graph"
 	"github.com/patrickmn/go-cache"
 )
 
@@ -23,7 +24,6 @@ func SaveCacheToFiles(directory string, accountID string) error {
 	}
 
 	for key, item := range Cache.Items() {
-		// only if the key contains the accountID
 		if accountID != "" && strings.Contains(key, accountID) {
 			entry := cacheEntry{
 				Value: item.Object,
@@ -41,6 +41,7 @@ func SaveCacheToFiles(directory string, accountID string) error {
 				return err
 			}
 		}
+
 	}
 	return nil
 }
@@ -89,6 +90,12 @@ type cacheEntry struct {
 	Exp   int64
 }
 
+type CacheableAWSConfig struct {
+	Region string
+	//Credentials   aws.CredentialsProvider
+	//ConfigSources []interface{}
+}
+
 func SaveCacheToGobFiles(directory string, accountID string) error {
 	err := os.MkdirAll(directory, 0755)
 	if err != nil {
@@ -96,6 +103,7 @@ func SaveCacheToGobFiles(directory string, accountID string) error {
 	}
 
 	for key, item := range Cache.Items() {
+
 		// only if the key contains the accountID
 		if accountID != "" && strings.Contains(key, accountID) {
 			entry := cacheEntry{
@@ -116,6 +124,7 @@ func SaveCacheToGobFiles(directory string, accountID string) error {
 				sharedLogger.Errorf("Could not encode the following key: %s", key)
 				return err
 			}
+			//	}
 		}
 	}
 	return nil
@@ -171,3 +180,26 @@ func LoadCacheFromGobFiles(directory string) error {
 	//fmt.Println("Cache loaded from files.")
 	return nil
 }
+
+func SaveGraphToGob[K comparable, T any](directory string, name string, g *graph.Graph[K, T]) error {
+	err := os.MkdirAll(directory, 0755)
+	if err != nil {
+		return err
+	}
+
+	filename := filepath.Join(directory, name+".gob")
+	file, err := os.Create(filename)
+	if err != nil {
+		return err
+	}
+	defer file.Close()
+
+	encoder := gob.NewEncoder(file)
+	err = encoder.Encode(g)
+	if err != nil {
+		sharedLogger.Errorf("Could not encode the following graph: %s", name)
+		return err
+
+	}
+	return nil
+}

internal/common/common.go

@@ -0,0 +1,17 @@
+package common
+
+type PermissionsRow struct {
+	AWSService string
+	Type       string
+	Name       string
+	Arn        string
+	PolicyType string
+	PolicyName string
+	PolicyArn  string
+	Effect     string
+	Action     string
+	Resource   string
+	Condition  string
+}
+
+var PermissionRowsFromAllProfiles []PermissionsRow

internal/output2.go

@@ -218,8 +218,8 @@ func (l *LootClient) writeLootFiles() []string {
 	for _, file := range l.LootFiles {
 		contents := []byte(file.Contents)
 		fullPath := path.Join(l.DirectoryName, "loot", file.Name)
-
-		err := os.WriteFile(fullPath, contents, 0644)
+		err := afero.WriteFile(fileSystem, fullPath, contents, 0644) // Use Afero's WriteFile
+		//err := os.WriteFile(fullPath, contents, 0644)
 		if err != nil {
 			log.Fatalf("error writing loot file %s: %s", file.Name, err)
 		}
@@ -507,3 +507,15 @@ func adjustBodyForTable(tableHeaders []string, fullHeaders []string, fullBody []
 
 	return adjustedBody, selectedHeaders
 }
+
+func WriteJsonlFile(file *os.File, data interface{}) error {
+	bytes, err := json.Marshal(data)
+	if err != nil {
+		return err
+	}
+
+	if _, err := file.Write(append(bytes, "\n"...)); err != nil {
+		return err
+	}
+	return nil
+}

main.go

@@ -4,13 +4,14 @@ import (
 	"os"
 
 	"github.com/BishopFox/cloudfox/cli"
+	"github.com/BishopFox/cloudfox/globals"
 	"github.com/spf13/cobra"
 )
 
 var (
 	rootCmd = &cobra.Command{
 		Use:     os.Args[0],
-		Version: "1.14.0-prerelease",
+		Version: globals.CLOUDFOX_VERSION,
 	}
 )