# Project Semantic Map

> Compressed view for AI Context. Generated automatically.

- 📦 **generate_semantic_map** (`Module`) `[CRITICAL]`
  - 📝 Scans the codebase to generate a Semantic Map and Compliance Report based on the System Standard.
  - 🏗️ Layer: DevOps/Tooling
  - 🔒 Invariant: All DEF anchors must have matching closing anchors; TIER determines validation strictness.
  - ƒ **__init__** (`Function`) `[TRIVIAL]`
    - 📝 Mock init for self-containment.
  - ƒ **__enter__** (`Function`) `[TRIVIAL]`
    - 📝 Mock enter.
  - ƒ **__exit__** (`Function`) `[TRIVIAL]`
    - 📝 Mock exit.
  - ℂ **Tier** (`Class`) `[TRIVIAL]`
    - 📝 Enumeration of semantic tiers defining validation strictness.
  - ℂ **Severity** (`Class`) `[TRIVIAL]`
    - 📝 Severity levels for compliance issues.
  - ℂ **ComplianceIssue** (`Class`) `[TRIVIAL]`
    - 📝 Represents a single compliance issue with severity.
  - ℂ **SemanticEntity** (`Class`) `[CRITICAL]`
    - 📝 Represents a code entity (Module, Function, Component) found during parsing.
    - 🔒 Invariant: start_line is always set; end_line is set upon closure; tier defaults to STANDARD.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes a new SemanticEntity instance.
    - ƒ **get_tier** (`Function`)
      - 📝 Returns the tier of the entity, defaulting to STANDARD.
    - ƒ **to_dict** (`Function`)
      - 📝 Serializes the entity to a dictionary for JSON output.
    - ƒ **validate** (`Function`) `[CRITICAL]`
      - 📝 Checks for semantic compliance based on TIER requirements.
    - ƒ **get_score** (`Function`)
      - 📝 Calculates a compliance score (0.0 to 1.0) based on tier requirements.
  - ƒ **get_patterns** (`Function`)
    - 📝 Returns regex patterns for a specific language.
  - ƒ **extract_svelte_props** (`Function`)
    - 📝 Extracts props from Svelte component script section.
  - ƒ **extract_svelte_events** (`Function`)
    - 📝 Extracts dispatched events from Svelte component.
  - ƒ **extract_data_flow** (`Function`)
    - 📝 Extracts store subscriptions and data flow from Svelte component.
  - ƒ **parse_file** (`Function`) `[CRITICAL]`
    - 📝 Parses a single file to extract semantic entities with tier awareness and enhanced Svelte analysis.
    - 🔒 Invariant: Every opened anchor must have a matching closing anchor for valid compliance.
  - ℂ **SemanticMapGenerator** (`Class`) `[CRITICAL]`
    - 📝 Orchestrates the mapping process with tier-based validation.
    - 🔒 Invariant: All entities are validated according to their TIER requirements.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the generator with a root directory.
    - ƒ **_load_gitignore** (`Function`)
      - 📝 Loads patterns from .gitignore file.
    - ƒ **_is_ignored** (`Function`)
      - 📝 Checks if a path should be ignored based on .gitignore or hardcoded defaults.
    - ƒ **run** (`Function`) `[CRITICAL]`
      - 📝 Main execution flow.
      - 🔗 CALLS -> `_walk_and_parse`
      - 🔗 CALLS -> `_generate_artifacts`
    - ƒ **_walk_and_parse** (`Function`) `[CRITICAL]`
      - 📝 Recursively walks directories and triggers parsing.
    - ƒ **_process_file_results** (`Function`)
      - 📝 Validates entities and calculates file scores with tier awareness.
      - ƒ **validate_recursive** (`Function`)
        - 📝 Recursively validates a list of entities.
    - ƒ **_generate_artifacts** (`Function`) `[CRITICAL]`
      - 📝 Writes output files with tier-based compliance data.
    - ƒ **_generate_report** (`Function`) `[CRITICAL]`
      - 📝 Generates the Markdown compliance report with severity levels.
    - ƒ **_collect_issues** (`Function`)
      - 📝 Helper to collect issues for a specific file from the entity tree.
    - ƒ **_generate_compressed_map** (`Function`) `[CRITICAL]`
      - 📝 Generates the token-optimized project map with enhanced Svelte details.
    - ƒ **_write_entity_md** (`Function`) `[CRITICAL]`
      - 📝 Recursive helper to write entity tree to Markdown with tier badges and enhanced details.
  - ƒ **to_dict** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **stores_module** (`Module`)
  - 📝 Global state management using Svelte stores.
  - 🏗️ Layer: UI-State
  - 📦 **plugins** (`Data`)
    - 📝 Store for the list of available plugins.
  - 📦 **tasks** (`Data`)
    - 📝 Store for the list of tasks.
  - 📦 **selectedPlugin** (`Data`)
    - 📝 Store for the currently selected plugin.
  - 📦 **selectedTask** (`Data`)
    - 📝 Store for the currently selected task.
  - 📦 **currentPage** (`Data`)
    - 📝 Store for the current page.
  - 📦 **taskLogs** (`Data`)
    - 📝 Store for the logs of the currently selected task.
  - ƒ **fetchPlugins** (`Function`)
    - 📝 Fetches plugins from the API and updates the plugins store.
  - ƒ **fetchTasks** (`Function`)
    - 📝 Fetches tasks from the API and updates the tasks store.
- 📦 **toasts_module** (`Module`)
  - 📝 Manages toast notifications using a Svelte writable store.
  - 🏗️ Layer: UI-State
  - 📦 **toasts** (`Data`)
    - 📝 Writable store containing the list of active toasts.
  - ƒ **addToast** (`Function`)
    - 📝 Adds a new toast message.
  - ƒ **removeToast** (`Function`)
    - 📝 Removes a toast message by ID.
- 📦 **api_module** (`Module`)
  - 📝 Handles all communication with the backend API.
  - 🏗️ Layer: Infra-API
  - ƒ **getWsUrl** (`Function`)
    - 📝 Returns the WebSocket URL for a specific task, with fallback logic.
  - ƒ **getAuthHeaders** (`Function`)
    - 📝 Returns headers with Authorization if token exists.
  - ƒ **fetchApi** (`Function`)
    - 📝 Generic GET request wrapper.
  - ƒ **postApi** (`Function`)
    - 📝 Generic POST request wrapper.
  - ƒ **requestApi** (`Function`)
    - 📝 Generic request wrapper.
  - 📦 **api** (`Data`)
    - 📝 API client object with specific methods.
- 🗄️ **authStore** (`Store`)
  - 📝 Manages the global authentication state on the frontend.
  - 🏗️ Layer: Feature
  - 📦 **AuthState** (`Interface`)
    - 📝 Defines the structure of the authentication state.
  - ƒ **createAuthStore** (`Function`)
    - 📝 Creates and configures the auth store with helper methods.
    - ƒ **setToken** (`Function`)
      - 📝 Updates the store with a new JWT token.
    - ƒ **setUser** (`Function`)
      - 📝 Sets the current user profile data.
    - ƒ **logout** (`Function`)
      - 📝 Clears authentication state and storage.
    - ƒ **setLoading** (`Function`)
      - 📝 Updates the loading state.
- 🧩 **Select** (`Component`)
  - 📝 Standardized dropdown selection component.
  - 🏗️ Layer: Atom
  - 📥 Props: label: string , value: string | number , disabled: boolean 
- 📦 **ui** (`Module`)
  - 📝 Central export point for standardized UI components.
  - 🏗️ Layer: Atom
  - 🔒 Invariant: All components exported here must follow Semantic Protocol.
- 🧩 **PageHeader** (`Component`)
  - 📝 Standardized page header with title and action area.
  - 🏗️ Layer: Atom
  - 📥 Props: title: string 
- 🧩 **Card** (`Component`)
  - 📝 Standardized container with padding and elevation.
  - 🏗️ Layer: Atom
  - 📥 Props: title: string 
- 🧩 **Button** (`Component`)
  - 📝 Define component interface and default values.
  - 🏗️ Layer: Atom
  - 🔒 Invariant: Supports accessible labels and keyboard navigation.
  - 📥 Props: isLoading: boolean , disabled: boolean 
- 🧩 **Input** (`Component`)
  - 📝 Standardized text input component with label and error handling.
  - 🏗️ Layer: Atom
  - 🔒 Invariant: Consistent spacing and focus states.
  - 📥 Props: label: string , value: string , placeholder: string , error: string , disabled: boolean 
- 🧩 **LanguageSwitcher** (`Component`)
  - 📝 Dropdown component to switch between supported languages.
  - 🏗️ Layer: Atom
  - ⬅️ READS_FROM `lib`
  - ➡️ WRITES_TO `locale`
- 📦 **i18n** (`Module`)
  - 📝 Determines the starting locale.
  - 🏗️ Layer: Infra
  - 🔒 Invariant: Persistence is handled via LocalStorage.
  - 🔗 DEPENDS_ON -> `locales/ru.json`
  - 🔗 DEPENDS_ON -> `locales/en.json`
  - 🗄️ **locale** (`Store`)
    - 📝 Holds the current active locale string.
  - 🗄️ **t** (`Store`)
    - 📝 Derived store providing the translation dictionary.
- ƒ **selectPlugin** (`Function`)
  - 📝 Handles plugin selection and navigation.
- ƒ **handleFormSubmit** (`Function`)
  - 📝 Handles task creation from dynamic form submission.
- ƒ **load** (`Function`)
  - 📝 Loads initial plugin data for the dashboard.
- 🧩 **TaskManagementPage** (`Component`)
  - 📝 Page for managing and monitoring tasks.
  - 🏗️ Layer: Page
  - ⬅️ READS_FROM `lib`
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
  - ƒ **loadInitialData** (`Function`)
    - 📝 Loads tasks and environments on page initialization.
  - ƒ **refreshTasks** (`Function`)
    - 📝 Periodically refreshes the task list.
  - ƒ **handleSelectTask** (`Function`)
    - 📝 Updates the selected task ID when a task is clicked.
  - ƒ **handleRunBackup** (`Function`)
    - 📝 Triggers a manual backup task for the selected environment.
- 🧩 **LoginPage** (`Component`)
  - 📝 Provides the user interface for local and ADFS authentication.
  - 🏗️ Layer: UI
  - 🔒 Invariant: Shows both local login form and ADFS SSO button.
  - ⬅️ READS_FROM `app`
  - ⬅️ READS_FROM `auth`
  - ƒ **handleLogin** (`Function`)
    - 📝 Submits the local login form to the backend.
  - ƒ **handleADFSLogin** (`Function`)
    - 📝 Redirects the user to the ADFS login endpoint.
- 🧩 **AdminRolesPage** (`Component`)
  - 📝 UI for managing system roles and their permissions.
  - 🏗️ Layer: Domain
  - 🔒 Invariant: Only accessible by users with Admin role.
  - ⬅️ READS_FROM `lib`
  - ⬅️ READS_FROM `t`
  - ➡️ WRITES_TO `t`
  - ƒ **loadData** (`Function`)
    - 📝 Fetches roles and available permissions.
  - ƒ **openCreateModal** (`Function`)
    - 📝 Initializes state for creating a new role.
  - ƒ **openEditModal** (`Function`)
    - 📝 Initializes state for editing an existing role.
  - ƒ **handleSaveRole** (`Function`)
    - 📝 Submits role data (create or update).
  - ƒ **handleDeleteRole** (`Function`)
    - 📝 Deletes a role after confirmation.
- 🧩 **AdminUsersPage** (`Component`)
  - 📝 UI for managing system users and their roles.
  - 🏗️ Layer: Feature
  - 🔒 Invariant: Only accessible by users with "admin:users" permission.
  - ⬅️ READS_FROM `lib`
  - ⬅️ READS_FROM `t`
  - ➡️ WRITES_TO `t`
  - ƒ **loadData** (`Function`)
    - 📝 Fetches users and roles from the backend.
  - ƒ **openCreateModal** (`Function`)
    - 📝 Prepares the form for creating a new user.
  - ƒ **openEditModal** (`Function`)
    - 📝 Prepares the form for editing an existing user.
  - ƒ **handleSaveUser** (`Function`)
    - 📝 Submits user data to the backend (create or update).
  - ƒ **handleDeleteUser** (`Function`)
    - 📝 Deletes a user after confirmation.
- 🧩 **AdminSettingsPage** (`Component`)
  - 📝 UI for configuring Active Directory Group to local Role mappings for ADFS SSO.
  - 🏗️ Layer: Feature
  - 🔒 Invariant: Only accessible by users with "admin:settings" permission.
  - ⬅️ READS_FROM `lib`
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
  - ƒ **loadData** (`Function`)
    - 📝 Fetches AD mappings and roles from the backend to populate the UI.
  - ƒ **handleCreateMapping** (`Function`)
    - 📝 Submits a new AD Group to Role mapping to the backend.
- 🧩 **LLMSettingsPage** (`Component`)
  - 📝 Admin settings page for LLM provider configuration.
  - 🏗️ Layer: UI
- 📦 **+page** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for frontend/src/routes/admin/settings/llm/+page.svelte
  - 🏗️ Layer: Unknown
  - ƒ **fetchProviders** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 🧩 **MigrationDashboard** (`Component`)
  - 📝 Main dashboard for configuring and starting migrations.
  - 🏗️ Layer: Page
  - 🔒 Invariant: Migration cannot start without source and target environments.
  - ⬅️ READS_FROM `lib`
  - ⬅️ READS_FROM `selectedTask`
  - ➡️ WRITES_TO `selectedTask`
  - ƒ **fetchEnvironments** (`Function`)
    - 📝 Fetches the list of environments from the API.
  - ƒ **fetchDashboards** (`Function`)
    - 📝 Fetches dashboards for the selected source environment.
  - ƒ **fetchDatabases** (`Function`)
    - 📝 Fetches databases from both environments and gets suggestions.
  - ƒ **handleMappingUpdate** (`Function`)
    - 📝 Saves a mapping to the backend.
  - ƒ **handleViewLogs** (`Function`)
    - 📝 Opens the log viewer for a specific task.
  - ƒ **handlePasswordPrompt** (`Function`)
    - 📝 Reactive logic to show password prompt when a task is awaiting input.
  - ƒ **handleResumeMigration** (`Function`)
    - 📝 Resumes a migration task with provided passwords.
  - ƒ **startMigration** (`Function`)
    - 📝 Starts the migration process.
  - 🧩 **DashboardSelectionSection** (`Component`)
- 🧩 **MappingManagement** (`Component`)
  - 📝 Page for managing database mappings between environments.
  - 🏗️ Layer: Page
  - 🔒 Invariant: Mappings are saved to the backend for persistence.
  - ⬅️ READS_FROM `lib`
  - ƒ **fetchEnvironments** (`Function`)
    - 📝 Fetches the list of environments.
  - ƒ **fetchDatabases** (`Function`)
    - 📝 Fetches databases from both environments and gets suggestions.
  - ƒ **handleUpdate** (`Function`)
    - 📝 Saves a mapping to the backend.
- 🧩 **StoragePage** (`Component`)
  - 📝 Main page for file storage management.
  - 🏗️ Layer: UI
  - 🔒 Invariant: Always displays tabs for Backups and Repositories.
  - ⬅️ READS_FROM `app`
  - ⬅️ READS_FROM `t`
  - ➡️ WRITES_TO `page`
  - ƒ **loadFiles** (`Function`)
    - 📝 Fetches the list of files from the server.
  - ƒ **handleDelete** (`Function`)
    - 📝 Handles the file deletion process.
  - ƒ **handleNavigate** (`Function`)
    - 📝 Updates the current path and reloads files when navigating into a directory.
  - ƒ **navigateUp** (`Function`)
    - 📝 Navigates one level up in the directory structure.
- 🧩 **MapperPage** (`Component`)
  - 📝 Page for the dataset column mapper tool.
  - 🏗️ Layer: UI
  - ⬅️ READS_FROM `lib`
- 🧩 **DebugPage** (`Component`)
  - 📝 Page for system diagnostics and debugging.
  - 🏗️ Layer: UI
  - ⬅️ READS_FROM `lib`
- ƒ **handleSaveGlobal** (`Function`)
  - 📝 Saves global application settings.
- ƒ **handleSaveStorage** (`Function`)
  - 📝 Saves storage-specific settings.
- ƒ **handleAddOrUpdateEnv** (`Function`)
  - 📝 Adds a new environment or updates an existing one.
- ƒ **handleDeleteEnv** (`Function`)
  - 📝 Deletes a Superset environment.
- ƒ **handleTestEnv** (`Function`)
  - 📝 Tests the connection to a Superset environment.
- ƒ **editEnv** (`Function`)
  - 📝 Populates the environment form for editing.
- ƒ **resetEnvForm** (`Function`)
  - 📝 Resets the environment creation/edit form to default state.
- ƒ **load** (`Function`)
  - 📝 Loads application settings and environment list.
- 🧩 **ConnectionsSettingsPage** (`Component`)
  - 📝 Page for managing database connection configurations.
  - 🏗️ Layer: UI
  - ƒ **handleSuccess** (`Function`)
    - 📝 Refreshes the connection list after a successful creation.
- 🧩 **GitSettingsPage** (`Component`)
  - 📝 Manage Git server configurations for dashboard versioning.
  - 🏗️ Layer: Page
  - 🔒 Invariant: All configurations must be validated via connection test.
  - ⬅️ READS_FROM `lib`
  - ƒ **loadConfigs** (`Function`)
    - 📝 Fetches existing git configurations.
  - ƒ **handleTest** (`Function`)
    - 📝 Tests connection to a git server with current form data.
  - ƒ **handleSave** (`Function`)
    - 📝 Saves a new git configuration.
  - ƒ **handleDelete** (`Function`)
    - 📝 Deletes a git configuration by ID.
- 🧩 **GitDashboardPage** (`Component`)
  - 📝 Dashboard management page for Git integration.
  - 🏗️ Layer: Page
  - ⬅️ READS_FROM `lib`
  - ƒ **fetchEnvironments** (`Function`)
    - 📝 Fetches the list of deployment environments from the API.
  - ƒ **fetchDashboards** (`Function`)
    - 📝 Fetches dashboards for a specific environment.
- 🧩 **Dashboard** (`Component`)
  - 📝 Displays the list of available plugins and allows selecting one.
  - 🏗️ Layer: UI
  - ⬅️ READS_FROM `plugins`
  - ƒ **onMount** (`Function`)
    - 📝 Fetch plugins when the component mounts.
  - ƒ **selectPlugin** (`Function`)
    - 📝 Selects a plugin to display its form.
- 🧩 **Settings** (`Component`)
  - 📝 The main settings page for the application, allowing management of environments and global settings.
  - 🏗️ Layer: UI
  - 🔒 Invariant: Settings changes must be saved to the backend.
  - ƒ **loadSettings** (`Function`)
    - 📝 Loads settings from the backend.
  - ƒ **handleSaveGlobal** (`Function`)
    - 📝 Saves global settings to the backend.
  - ƒ **handleAddOrUpdateEnv** (`Function`)
    - 📝 Adds or updates an environment.
  - ƒ **handleDeleteEnv** (`Function`)
    - 📝 Deletes an environment.
  - ƒ **handleTestEnv** (`Function`)
    - 📝 Tests the connection to an environment.
  - ƒ **editEnv** (`Function`)
    - 📝 Sets the form to edit an existing environment.
  - ƒ **resetEnvForm** (`Function`)
    - 📝 Resets the environment form.
- ƒ **getConnections** (`Function`)
  - 📝 Fetch a list of saved connections.
- ƒ **createConnection** (`Function`)
  - 📝 Create a new connection configuration.
- ƒ **deleteConnection** (`Function`)
  - 📝 Delete a connection configuration.
- 📦 **GitServiceClient** (`Module`)
  - 📝 API client for Git operations, managing the communication between frontend and backend.
  - 🏗️ Layer: Service
  - 📦 **gitService** (`Action`)
    - 📝 Retrieves the diff for specific files or the whole repository.
- ƒ **runTask** (`Function`)
  - 📝 Start a new task for a given plugin.
- ƒ **getTaskStatus** (`Function`)
  - 📝 Fetch details for a specific task (to poll status or get result).
- 📦 **adminService** (`Module`)
  - 📝 Service for Admin-related API calls (User and Role management).
  - 🏗️ Layer: Service
  - 🔒 Invariant: All requests must include valid Admin JWT token (handled by api client).
  - 🔗 DEPENDS_ON -> `frontend.src.lib.api`
  - ƒ **getUsers** (`Function`)
    - 📝 Fetches all registered users from the backend.
  - ƒ **createUser** (`Function`)
    - 📝 Creates a new local user.
  - ƒ **getRoles** (`Function`)
    - 📝 Fetches all available system roles.
  - ƒ **getADGroupMappings** (`Function`)
    - 📝 Fetches mappings between AD groups and local roles.
  - ƒ **createADGroupMapping** (`Function`)
    - 📝 Creates or updates an AD group to Role mapping.
  - ƒ **updateUser** (`Function`)
    - 📝 Updates an existing user.
  - ƒ **deleteUser** (`Function`)
    - 📝 Deletes a user.
  - ƒ **createRole** (`Function`)
    - 📝 Creates a new role.
  - ƒ **updateRole** (`Function`)
    - 📝 Updates an existing role.
  - ƒ **deleteRole** (`Function`)
    - 📝 Deletes a role.
  - ƒ **getPermissions** (`Function`)
    - 📝 Fetches all available permissions.
- ƒ **getTasks** (`Function`)
  - 📝 Fetch a list of tasks with pagination and optional status filter.
- ƒ **getTask** (`Function`)
  - 📝 Fetch details for a specific task.
- ƒ **getTaskLogs** (`Function`)
  - 📝 Fetch logs for a specific task.
- ƒ **resumeTask** (`Function`)
  - 📝 Resume a task that is awaiting input (e.g., passwords).
- ƒ **resolveTask** (`Function`)
  - 📝 Resolve a task that is awaiting mapping.
- ƒ **clearTasks** (`Function`)
  - 📝 Clear tasks based on status.
- 📦 **storageService** (`Module`)
  - 📝 Frontend API client for file storage management.
  - 🏗️ Layer: Service
  - ƒ **listFiles** (`Function`)
    - 📝 Fetches the list of files for a given category and subpath.
  - ƒ **uploadFile** (`Function`)
    - 📝 Uploads a file to the storage system.
  - ƒ **deleteFile** (`Function`)
    - 📝 Deletes a file or directory from storage.
  - ƒ **downloadFileUrl** (`Function`)
    - 📝 Returns the URL for downloading a file.
- 🧩 **PasswordPrompt** (`Component`)
  - 📝 A modal component to prompt the user for database passwords when a migration task is paused.
  - 🏗️ Layer: UI
  - 📥 Props: show: any, databases: any, errorMessage: any
  - ⚡ Events: cancel, resume
  - ƒ **handleSubmit** (`Function`)
    - 📝 Validates and dispatches the passwords to resume the task.
  - ƒ **handleCancel** (`Function`)
    - 📝 Cancels the password prompt.
- 🧩 **MappingTable** (`Component`)
  - 📝 Displays and allows editing of database mappings.
  - 🏗️ Layer: Feature
  - 🔒 Invariant: Each source database can be mapped to one target database.
  - ⚡ Events: update
  - ƒ **updateMapping** (`Function`)
    - 📝 Updates a mapping for a specific source database.
  - ƒ **getSuggestion** (`Function`)
    - 📝 Finds a suggestion for a source database.
- 🧩 **TaskLogViewer** (`Component`)
  - 📝 Displays detailed logs for a specific task in a modal or inline.
  - 🏗️ Layer: UI
  - 📥 Props: show: any, inline: any, taskId: any, taskStatus: any
  - ⚡ Events: close
  - ⬅️ READS_FROM `t`
  - ➡️ WRITES_TO `t`
  - ƒ **fetchLogs** (`Function`)
    - 📝 Fetches logs for the current task.
  - ƒ **scrollToBottom** (`Function`)
    - 📝 Scrolls the log container to the bottom.
  - ƒ **handleScroll** (`Function`)
    - 📝 Updates auto-scroll preference based on scroll position.
  - ƒ **close** (`Function`)
    - 📝 Closes the log viewer modal.
  - ƒ **getLogLevelColor** (`Function`)
    - 📝 Returns the CSS color class for a given log level.
  - ƒ **onDestroy** (`Function`)
    - 📝 Cleans up the polling interval.
- 🧩 **Footer** (`Component`)
  - 📝 Displays the application footer with copyright information.
  - 🏗️ Layer: UI
- 🧩 **MissingMappingModal** (`Component`)
  - 📝 Prompts the user to provide a database mapping when one is missing during migration.
  - 🏗️ Layer: Feature
  - 🔒 Invariant: Modal blocks migration progress until resolved or cancelled.
  - 📥 Props: show: boolean , sourceDbName: string , sourceDbUuid: string 
  - ⚡ Events: cancel, resolve
  - ƒ **resolve** (`Function`)
    - 📝 Dispatches the resolution event with the selected mapping.
  - ƒ **cancel** (`Function`)
    - 📝 Cancels the mapping resolution modal.
- 🧩 **DashboardGrid** (`Component`)
  - 📝 Displays a grid of dashboards with selection and pagination.
  - 🏗️ Layer: Component
  - 🔒 Invariant: Selected IDs must be a subset of available dashboards.
  - 📥 Props: dashboards: DashboardMetadata[] , selectedIds: number[] , environmentId: string 
  - ⚡ Events: selectionChanged
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
  - ƒ **handleValidate** (`Function`)
    - 📝 Triggers dashboard validation task.
  - ƒ **handleSort** (`Function`)
    - 📝 Toggles sort direction or changes sort column.
  - ƒ **handleSelectionChange** (`Function`)
    - 📝 Handles individual checkbox changes.
  - ƒ **handleSelectAll** (`Function`)
    - 📝 Handles select all checkbox.
  - ƒ **goToPage** (`Function`)
    - 📝 Changes current page.
  - ƒ **openGit** (`Function`)
    - 📝 Opens the Git management modal for a dashboard.
- 🧩 **Navbar** (`Component`)
  - 📝 Main navigation bar for the application.
  - 🏗️ Layer: UI
  - ⬅️ READS_FROM `app`
  - ⬅️ READS_FROM `lib`
  - ➡️ WRITES_TO `page`
- 📦 **Navbar** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for frontend/src/components/Navbar.svelte
  - 🏗️ Layer: Unknown
  - ƒ **handleLogout** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 🧩 **TaskHistory** (`Component`)
  - 📝 Displays a list of recent tasks with their status and allows selecting them for viewing logs.
  - 🏗️ Layer: UI
  - ⬅️ READS_FROM `selectedTask`
  - ➡️ WRITES_TO `selectedTask`
  - ƒ **fetchTasks** (`Function`)
    - 📝 Fetches the list of recent tasks from the API.
  - ƒ **clearTasks** (`Function`)
    - 📝 Clears tasks from the history, optionally filtered by status.
  - ƒ **selectTask** (`Function`)
    - 📝 Selects a task and fetches its full details.
  - ƒ **getStatusColor** (`Function`)
    - 📝 Returns the CSS color class for a given task status.
  - ƒ **onMount** (`Function`)
    - 📝 Initializes the component by fetching tasks and starting polling.
  - ƒ **onDestroy** (`Function`)
    - 📝 Cleans up the polling interval when the component is destroyed.
- 🧩 **Toast** (`Component`)
  - 📝 Displays transient notifications (toasts) in the bottom-right corner.
  - 🏗️ Layer: UI
  - ⬅️ READS_FROM `toasts`
- 🧩 **TaskRunner** (`Component`)
  - 📝 Connects to a WebSocket to display real-time logs for a running task.
  - 🏗️ Layer: UI
  - ⬅️ READS_FROM `selectedTask`
  - ➡️ WRITES_TO `selectedTask`
  - ⬅️ READS_FROM `taskLogs`
  - ƒ **connect** (`Function`)
    - 📝 Establishes WebSocket connection with exponential backoff.
  - ƒ **fetchTargetDatabases** (`Function`)
    - 📝 Fetches the list of databases in the target environment.
  - ƒ **handleMappingResolve** (`Function`)
    - 📝 Handles the resolution of a missing database mapping.
  - ƒ **handlePasswordResume** (`Function`)
    - 📝 Handles the submission of database passwords to resume a task.
  - ƒ **startDataTimeout** (`Function`)
    - 📝 Starts a timeout to detect when the log stream has stalled.
  - ƒ **resetDataTimeout** (`Function`)
    - 📝 Resets the data stall timeout.
  - ƒ **onMount** (`Function`)
    - 📝 Initializes the component and subscribes to task selection changes.
  - ƒ **onDestroy** (`Function`)
    - 📝 Close WebSocket connection when the component is destroyed.
- 🧩 **TaskList** (`Component`)
  - 📝 Displays a list of tasks with their status and execution details.
  - 🏗️ Layer: Component
  - 📥 Props: tasks: Array<any> , loading: boolean 
  - ⚡ Events: select
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
  - ƒ **getStatusColor** (`Function`)
    - 📝 Returns the CSS color class for a given task status.
  - ƒ **formatTime** (`Function`)
    - 📝 Formats a date string using date-fns.
  - ƒ **handleTaskClick** (`Function`)
    - 📝 Dispatches a select event when a task is clicked.
- 🧩 **DynamicForm** (`Component`)
  - 📝 Generates a form dynamically based on a JSON schema.
  - 🏗️ Layer: UI
  - 📥 Props: schema: any
  - ⚡ Events: submit
  - ƒ **handleSubmit** (`Function`)
    - 📝 Dispatches the submit event with the form data.
  - ƒ **initializeForm** (`Function`)
    - 📝 Initialize form data with default values from the schema.
- 🧩 **EnvSelector** (`Component`)
  - 📝 Provides a UI component for selecting source and target environments.
  - 🏗️ Layer: Feature
  - 🔒 Invariant: Source and target environments must be selectable from the list of configured environments.
  - 📥 Props: label: string , selectedId: string 
  - ⚡ Events: change
  - ƒ **handleSelect** (`Function`)
    - 📝 Dispatches the selection change event.
- 🧩 **ProtectedRoute** (`Component`)
  - 📝 Wraps content to ensure only authenticated users can access it.
  - 🏗️ Layer: Component
  - 🔒 Invariant: Redirects to /login if user is not authenticated.
  - ⬅️ READS_FROM `app`
  - ⬅️ READS_FROM `auth`
- 🧩 **FileList** (`Component`)
  - 📝 Displays a table of files with metadata and actions.
  - 🏗️ Layer: UI
  - 📥 Props: files: any
  - ⚡ Events: delete, navigate
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
  - ƒ **isDirectory** (`Function`)
    - 📝 Checks if a file object represents a directory.
  - ƒ **formatSize** (`Function`)
    - 📝 Formats file size in bytes into a human-readable string.
  - ƒ **formatDate** (`Function`)
    - 📝 Formats an ISO date string into a localized readable format.
- 🧩 **FileUpload** (`Component`)
  - 📝 Provides a form for uploading files to a specific category.
  - 🏗️ Layer: UI
  - ⚡ Events: uploaded
  - ⬅️ READS_FROM `t`
  - ➡️ WRITES_TO `t`
  - ƒ **handleUpload** (`Function`)
    - 📝 Handles the file upload process.
  - ƒ **handleDrop** (`Function`)
    - 📝 Handles the file drop event for drag-and-drop.
- 🧩 **ConnectionForm** (`Component`)
  - 📝 UI component for creating a new database connection configuration.
  - 🏗️ Layer: UI
  - ⚡ Events: success
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
  - ƒ **handleSubmit** (`Function`)
    - 📝 Submits the connection form to the backend.
  - ƒ **resetForm** (`Function`)
    - 📝 Resets the connection form fields to their default values.
- 🧩 **ConnectionList** (`Component`)
  - 📝 UI component for listing and deleting saved database connection configurations.
  - 🏗️ Layer: UI
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
  - ƒ **fetchConnections** (`Function`)
    - 📝 Fetches the list of connections from the backend.
  - ƒ **handleDelete** (`Function`)
    - 📝 Deletes a connection configuration.
- 🧩 **MapperTool** (`Component`)
  - 📝 UI component for mapping dataset column verbose names using the MapperPlugin.
  - 🏗️ Layer: UI
  - ⬅️ READS_FROM `t`
  - ➡️ WRITES_TO `t`
  - ƒ **fetchData** (`Function`)
    - 📝 Fetches environments and saved connections.
  - ƒ **handleRunMapper** (`Function`)
    - 📝 Triggers the MapperPlugin task.
  - ƒ **handleGenerateDocs** (`Function`)
    - 📝 Triggers the LLM Documentation task.
- 📦 **MapperTool** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for frontend/src/components/tools/MapperTool.svelte
  - 🏗️ Layer: Unknown
  - ƒ **handleApplyDoc** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 🧩 **DebugTool** (`Component`)
  - 📝 UI component for system diagnostics and debugging API responses.
  - 🏗️ Layer: UI
  - ƒ **fetchEnvironments** (`Function`)
    - 📝 Fetches available environments.
  - ƒ **handleRunDebug** (`Function`)
    - 📝 Triggers the debug task.
  - ƒ **startPolling** (`Function`)
    - 📝 Polls for task completion.
- 🧩 **CommitHistory** (`Component`)
  - 📝 Displays the commit history for a specific dashboard.
  - 🏗️ Layer: Component
  - 📥 Props: dashboardId: any
  - ⬅️ READS_FROM `t`
  - ➡️ WRITES_TO `t`
  - ƒ **onMount** (`Function`)
    - 📝 Load history when component is mounted.
  - ƒ **loadHistory** (`Function`)
    - 📝 Fetch commit history from the backend.
- 🧩 **DeploymentModal** (`Component`)
  - 📝 Modal for deploying a dashboard to a target environment.
  - 🏗️ Layer: Component
  - 🔒 Invariant: Cannot deploy without a selected environment.
  - 📥 Props: dashboardId: any, show: any
  - ⚡ Events: deploy
  - 📦 **loadStatus** (`Watcher`)
  - ƒ **loadEnvironments** (`Function`)
    - 📝 Fetch available environments from API.
  - ƒ **handleDeploy** (`Function`)
    - 📝 Trigger deployment to selected environment.
- 🧩 **ConflictResolver** (`Component`)
  - 📝 UI for resolving merge conflicts (Keep Mine / Keep Theirs).
  - 🏗️ Layer: Component
  - 🔒 Invariant: User must resolve all conflicts before saving.
  - 📥 Props: conflicts: any, show: any
  - ⚡ Events: resolve
  - ƒ **resolve** (`Function`)
    - 📝 Set resolution strategy for a file.
  - ƒ **handleSave** (`Function`)
    - 📝 Validate and submit resolutions.
- 🧩 **CommitModal** (`Component`)
  - 📝 Модальное окно для создания коммита с просмотром изменений (diff).
  - 🏗️ Layer: Component
  - 📥 Props: dashboardId: any, show: any
  - ⚡ Events: commit
  - ƒ **handleGenerateMessage** (`Function`)
    - 📝 Generates a commit message using LLM.
  - ƒ **loadStatus** (`Function`)
    - 📝 Загружает текущий статус репозитория и diff.
  - ƒ **handleCommit** (`Function`)
    - 📝 Создает коммит с указанным сообщением.
- 🧩 **BranchSelector** (`Component`)
  - 📝 UI для выбора и создания веток Git.
  - 🏗️ Layer: Component
  - 📥 Props: dashboardId: any, currentBranch: any
  - ⚡ Events: change
  - ⬅️ READS_FROM `t`
  - ƒ **onMount** (`Function`)
    - 📝 Load branches when component is mounted.
  - ƒ **loadBranches** (`Function`)
    - 📝 Загружает список веток для дашборда.
  - ƒ **handleSelect** (`Function`)
    - 📝 Handles branch selection from dropdown.
  - ƒ **handleCheckout** (`Function`)
    - 📝 Переключает текущую ветку.
  - ƒ **handleCreate** (`Function`)
    - 📝 Создает новую ветку.
- 🧩 **GitManager** (`Component`)
  - 📝 Центральный компонент для управления Git-операциями конкретного дашборда.
  - 🏗️ Layer: Component
  - 📥 Props: dashboardId: any, dashboardTitle: any, show: any
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
  - ƒ **checkStatus** (`Function`)
    - 📝 Проверяет, инициализирован ли репозиторий для данного дашборда.
  - ƒ **handleInit** (`Function`)
    - 📝 Инициализирует репозиторий для дашборда.
  - ƒ **handleSync** (`Function`)
    - 📝 Синхронизирует состояние Superset с локальным Git-репозиторием.
  - ƒ **handlePush** (`Function`)
    - 📝 Pushes local commits to the remote repository.
  - ƒ **handlePull** (`Function`)
    - 📝 Pulls changes from the remote repository.
- 🧩 **DocPreview** (`Component`)
  - 📝 UI component for previewing generated dataset documentation before saving.
  - 🏗️ Layer: UI
  - 📥 Props: documentation: any, onSave: any, onCancel: any
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
- 📦 **DocPreview** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for frontend/src/components/llm/DocPreview.svelte
  - 🏗️ Layer: Unknown
  - ƒ **handleSave** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 🧩 **ProviderConfig** (`Component`)
  - 📝 UI form for managing LLM provider configurations.
  - 🏗️ Layer: UI
  - 📥 Props: providers: any, onSave: any
  - ➡️ WRITES_TO `t`
  - ⬅️ READS_FROM `t`
- 📦 **ProviderConfig** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for frontend/src/components/llm/ProviderConfig.svelte
  - 🏗️ Layer: Unknown
  - ƒ **resetForm** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **handleEdit** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **testConnection** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **handleSubmit** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **toggleActive** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **ValidationReport** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for frontend/src/components/llm/ValidationReport.svelte
  - 🏗️ Layer: Unknown
  - ƒ **getStatusColor** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **backend.delete_running_tasks** (`Module`)
  - 📝 Script to delete tasks with RUNNING status from the database.
  - 🏗️ Layer: Utility
  - ƒ **delete_running_tasks** (`Function`)
    - 📝 Delete all tasks with RUNNING status from the database.
- 📦 **AppModule** (`Module`)
  - 📝 The main entry point for the FastAPI application. It initializes the app, configures CORS, sets up dependencies, includes API routers, and defines the WebSocket endpoint for log streaming.
  - 🏗️ Layer: UI (API)
  - 📦 **App** (`Global`)
    - 📝 The global FastAPI application instance.
  - ƒ **startup_event** (`Function`)
    - 📝 Handles application startup tasks, such as starting the scheduler.
  - ƒ **shutdown_event** (`Function`)
    - 📝 Handles application shutdown tasks, such as stopping the scheduler.
  - ƒ **log_requests** (`Function`)
    - 📝 Middleware to log incoming HTTP requests and their response status.
  - ƒ **websocket_endpoint** (`Function`)
    - 📝 Provides a WebSocket endpoint for real-time log streaming of a task.
  - 📦 **StaticFiles** (`Mount`)
    - 📝 Mounts the frontend build directory to serve static assets.
    - ƒ **serve_spa** (`Function`)
      - 📝 Serves frontend static files or index.html for SPA routing.
    - ƒ **read_root** (`Function`)
      - 📝 A simple root endpoint to confirm that the API is running when frontend is missing.
  - ƒ **network_error_handler** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **Dependencies** (`Module`)
  - 📝 Manages the creation and provision of shared application dependencies, such as the PluginLoader and TaskManager, to avoid circular imports.
  - 🏗️ Layer: Core
  - ƒ **get_config_manager** (`Function`)
    - 📝 Dependency injector for the ConfigManager.
  - ƒ **get_plugin_loader** (`Function`)
    - 📝 Dependency injector for the PluginLoader.
  - ƒ **get_task_manager** (`Function`)
    - 📝 Dependency injector for the TaskManager.
  - ƒ **get_scheduler_service** (`Function`)
    - 📝 Dependency injector for the SchedulerService.
  - 📦 **oauth2_scheme** (`Variable`)
    - 📝 OAuth2 password bearer scheme for token extraction.
  - ƒ **get_current_user** (`Function`)
    - 📝 Dependency for retrieving the currently authenticated user from a JWT.
  - ƒ **has_permission** (`Function`)
    - 📝 Dependency for checking if the current user has a specific permission.
  - ƒ **permission_checker** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **backend.src.scripts.seed_permissions** (`Module`)
  - 📝 Populates the auth database with initial system permissions.
  - 🏗️ Layer: Scripts
  - 🔒 Invariant: Safe to run multiple times (idempotent).
  - 📦 **INITIAL_PERMISSIONS** (`Constant`)
  - ƒ **seed_permissions** (`Function`)
    - 📝 Inserts missing permissions into the database.
- 📦 **backend.src.scripts.init_auth_db** (`Module`)
  - 📝 Initializes the auth database and creates the necessary tables.
  - 🏗️ Layer: Scripts
  - 🔒 Invariant: Safe to run multiple times (idempotent).
  - 🔗 CALLS -> `backend.src.core.database.init_db`
  - ƒ **run_init** (`Function`)
    - 📝 Main entry point for the initialization script.
- 📦 **backend.src.scripts.create_admin** (`Module`)
  - 📝 CLI tool for creating the initial admin user.
  - 🏗️ Layer: Scripts
  - 🔒 Invariant: Admin user must have the "Admin" role.
  - ƒ **create_admin** (`Function`)
    - 📝 Creates an admin user and necessary roles/permissions.
- 📦 **backend.src.schemas.auth** (`Module`)
  - 📝 Pydantic schemas for authentication requests and responses.
  - 🏗️ Layer: API
  - 🔒 Invariant: Sensitive fields like password must not be included in response schemas.
  - 🔗 DEPENDS_ON -> `pydantic`
  - ℂ **Token** (`Class`) `[TRIVIAL]`
    - 📝 Represents a JWT access token response.
  - ℂ **TokenData** (`Class`) `[TRIVIAL]`
    - 📝 Represents the data encoded in a JWT token.
  - ℂ **PermissionSchema** (`Class`) `[TRIVIAL]`
    - 📝 Represents a permission in API responses.
  - ℂ **RoleSchema** (`Class`)
    - 📝 Represents a role in API responses.
  - ℂ **RoleCreate** (`Class`)
    - 📝 Schema for creating a new role.
  - ℂ **RoleUpdate** (`Class`)
    - 📝 Schema for updating an existing role.
  - ℂ **ADGroupMappingSchema** (`Class`)
    - 📝 Represents an AD Group to Role mapping in API responses.
  - ℂ **ADGroupMappingCreate** (`Class`)
    - 📝 Schema for creating an AD Group mapping.
  - ℂ **UserBase** (`Class`)
    - 📝 Base schema for user data.
  - ℂ **UserCreate** (`Class`)
    - 📝 Schema for creating a new user.
  - ℂ **UserUpdate** (`Class`)
    - 📝 Schema for updating an existing user.
  - ℂ **User** (`Class`)
    - 📝 Schema for user data in API responses.
- 📦 **backend.src.core.superset_client** (`Module`)
  - 📝 Предоставляет высокоуровневый клиент для взаимодействия с Superset REST API, инкапсулируя логику запросов, обработку ошибок и пагинацию.
  - 🏗️ Layer: Core
  - 🔒 Invariant: All network operations must use the internal APIClient instance.
  - ℂ **SupersetClient** (`Class`)
    - 📝 Класс-обёртка над Superset REST API, предоставляющий методы для работы с дашбордами и датасетами.
    - ƒ **__init__** (`Function`)
      - 📝 Инициализирует клиент, проверяет конфигурацию и создает сетевой клиент.
    - ƒ **authenticate** (`Function`)
      - 📝 Authenticates the client using the configured credentials.
    - ƒ **headers** (`Function`)
      - 📝 Возвращает базовые HTTP-заголовки, используемые сетевым клиентом.
    - ƒ **get_dashboards** (`Function`)
      - 📝 Получает полный список дашбордов, автоматически обрабатывая пагинацию.
    - ƒ **get_dashboards_summary** (`Function`)
      - 📝 Fetches dashboard metadata optimized for the grid.
    - ƒ **export_dashboard** (`Function`)
      - 📝 Экспортирует дашборд в виде ZIP-архива.
    - ƒ **import_dashboard** (`Function`)
      - 📝 Импортирует дашборд из ZIP-файла.
    - ƒ **delete_dashboard** (`Function`)
      - 📝 Удаляет дашборд по его ID или slug.
    - ƒ **get_datasets** (`Function`)
      - 📝 Получает полный список датасетов, автоматически обрабатывая пагинацию.
    - ƒ **get_dataset** (`Function`)
      - 📝 Получает информацию о конкретном датасете по его ID.
    - ƒ **update_dataset** (`Function`)
      - 📝 Обновляет данные датасета по его ID.
    - ƒ **get_databases** (`Function`)
      - 📝 Получает полный список баз данных.
    - ƒ **get_database** (`Function`)
      - 📝 Получает информацию о конкретной базе данных по её ID.
    - ƒ **get_databases_summary** (`Function`)
      - 📝 Fetch a summary of databases including uuid, name, and engine.
    - ƒ **get_database_by_uuid** (`Function`)
      - 📝 Find a database by its UUID.
    - ƒ **_resolve_target_id_for_delete** (`Function`)
      - 📝 Resolves a dashboard ID from either an ID or a slug.
    - ƒ **_do_import** (`Function`)
      - 📝 Performs the actual multipart upload for import.
    - ƒ **_validate_export_response** (`Function`)
      - 📝 Validates that the export response is a non-empty ZIP archive.
    - ƒ **_resolve_export_filename** (`Function`)
      - 📝 Determines the filename for an exported dashboard.
    - ƒ **_validate_query_params** (`Function`)
      - 📝 Ensures query parameters have default page and page_size.
    - ƒ **_fetch_total_object_count** (`Function`)
      - 📝 Fetches the total number of items for a given endpoint.
    - ƒ **_fetch_all_pages** (`Function`)
      - 📝 Iterates through all pages to collect all data items.
    - ƒ **_validate_import_file** (`Function`)
      - 📝 Validates that the file to be imported is a valid ZIP with metadata.yaml.
- 📦 **ConfigManagerModule** (`Module`)
  - 📝 Manages application configuration, including loading/saving to JSON and CRUD for environments.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Configuration must always be valid according to AppConfig model.
  - 🔗 DEPENDS_ON -> `ConfigModels`
  - 🔗 CALLS -> `logger`
  - ℂ **ConfigManager** (`Class`)
    - 📝 A class to handle application configuration persistence and management.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the ConfigManager.
    - ƒ **_load_config** (`Function`)
      - 📝 Loads the configuration from disk or creates a default one.
    - ƒ **_save_config_to_disk** (`Function`)
      - 📝 Saves the provided configuration object to disk.
    - ƒ **save** (`Function`)
      - 📝 Saves the current configuration state to disk.
    - ƒ **get_config** (`Function`)
      - 📝 Returns the current configuration.
    - ƒ **update_global_settings** (`Function`)
      - 📝 Updates the global settings and persists the change.
    - ƒ **validate_path** (`Function`)
      - 📝 Validates if a path exists and is writable.
    - ƒ **get_environments** (`Function`)
      - 📝 Returns the list of configured environments.
    - ƒ **has_environments** (`Function`)
      - 📝 Checks if at least one environment is configured.
    - ƒ **get_environment** (`Function`)
      - 📝 Returns a single environment by ID.
    - ƒ **add_environment** (`Function`)
      - 📝 Adds a new environment to the configuration.
    - ƒ **update_environment** (`Function`)
      - 📝 Updates an existing environment.
    - ƒ **delete_environment** (`Function`)
      - 📝 Deletes an environment by ID.
- 📦 **SchedulerModule** (`Module`)
  - 📝 Manages scheduled tasks using APScheduler.
  - 🏗️ Layer: Core
  - ℂ **SchedulerService** (`Class`)
    - 📝 Provides a service to manage scheduled backup tasks.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the scheduler service with task and config managers.
    - ƒ **start** (`Function`)
      - 📝 Starts the background scheduler and loads initial schedules.
    - ƒ **stop** (`Function`)
      - 📝 Stops the background scheduler.
    - ƒ **load_schedules** (`Function`)
      - 📝 Loads backup schedules from configuration and registers them.
    - ƒ **add_backup_job** (`Function`)
      - 📝 Adds a scheduled backup job for an environment.
    - ƒ **_trigger_backup** (`Function`)
      - 📝 Triggered by the scheduler to start a backup task.
- 📦 **ConfigModels** (`Module`)
  - 📝 Defines the data models for application configuration using Pydantic.
  - 🏗️ Layer: Core
  - 📦 **Schedule** (`DataClass`)
    - 📝 Represents a backup schedule configuration.
  - 📦 **Environment** (`DataClass`)
    - 📝 Represents a Superset environment configuration.
  - 📦 **LoggingConfig** (`DataClass`)
    - 📝 Defines the configuration for the application's logging system.
  - 📦 **GlobalSettings** (`DataClass`)
    - 📝 Represents global application settings.
  - 📦 **AppConfig** (`DataClass`)
    - 📝 The root configuration model containing all application settings.
- 📦 **backend.src.core.database** (`Module`)
  - 📝 Configures the SQLite database connection and session management.
  - 🏗️ Layer: Core
  - 🔒 Invariant: A single engine instance is used for the entire application.
  - 🔗 DEPENDS_ON -> `sqlalchemy`
  - 📦 **BASE_DIR** (`Variable`)
    - 📝 Base directory for the backend (where .db files should reside).
  - 📦 **DATABASE_URL** (`Constant`)
    - 📝 URL for the main mappings database.
  - 📦 **TASKS_DATABASE_URL** (`Constant`)
    - 📝 URL for the tasks execution database.
  - 📦 **AUTH_DATABASE_URL** (`Constant`)
    - 📝 URL for the authentication database.
  - 📦 **engine** (`Variable`)
    - 📝 SQLAlchemy engine for mappings database.
  - 📦 **tasks_engine** (`Variable`)
    - 📝 SQLAlchemy engine for tasks database.
  - 📦 **auth_engine** (`Variable`)
    - 📝 SQLAlchemy engine for authentication database.
  - ℂ **SessionLocal** (`Class`)
    - 📝 A session factory for the main mappings database.
  - ℂ **TasksSessionLocal** (`Class`)
    - 📝 A session factory for the tasks execution database.
  - ℂ **AuthSessionLocal** (`Class`)
    - 📝 A session factory for the authentication database.
  - ƒ **init_db** (`Function`)
    - 📝 Initializes the database by creating all tables.
  - ƒ **get_db** (`Function`)
    - 📝 Dependency for getting a database session.
  - ƒ **get_tasks_db** (`Function`)
    - 📝 Dependency for getting a tasks database session.
  - ƒ **get_auth_db** (`Function`)
    - 📝 Dependency for getting an authentication database session.
- 📦 **LoggerModule** (`Module`)
  - 📝 Configures the application's logging system, including a custom handler for buffering logs and streaming them over WebSockets.
  - 🏗️ Layer: Core
  - ℂ **BeliefFormatter** (`Class`)
    - 📝 Custom logging formatter that adds belief state prefixes to log messages.
    - ƒ **format** (`Function`)
      - 📝 Formats the log record, adding belief state context if available.
  - ℂ **LogEntry** (`Class`)
    - 📝 A Pydantic model representing a single, structured log entry. This is a re-definition for consistency, as it's also defined in task_manager.py.
  - ƒ **belief_scope** (`Function`)
    - 📝 Context manager for structured Belief State logging.
  - ƒ **configure_logger** (`Function`)
    - 📝 Configures the logger with the provided logging settings.
  - ℂ **WebSocketLogHandler** (`Class`)
    - 📝 A custom logging handler that captures log records into a buffer. It is designed to be extended for real-time log streaming over WebSockets.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the handler with a fixed-capacity buffer.
    - ƒ **emit** (`Function`)
      - 📝 Captures a log record, formats it, and stores it in the buffer.
    - ƒ **get_recent_logs** (`Function`)
      - 📝 Returns a list of recent log entries from the buffer.
  - 📦 **Logger** (`Global`)
    - 📝 The global logger instance for the application, configured with both a console handler and the custom WebSocket handler.
    - ƒ **believed** (`Function`)
      - 📝 A decorator that wraps a function in a belief scope.
      - ƒ **decorator** (`Function`)
        - 📝 Internal decorator for belief scope.
- ℂ **PluginLoader** (`Class`)
  - 📝 Scans a specified directory for Python modules, dynamically loads them, and registers any classes that are valid implementations of the PluginBase interface.
  - 🏗️ Layer: Core
  - ƒ **__init__** (`Function`)
    - 📝 Initializes the PluginLoader with a directory to scan.
  - ƒ **_load_plugins** (`Function`)
    - 📝 Scans the plugin directory and loads all valid plugins.
  - ƒ **_load_module** (`Function`)
    - 📝 Loads a single Python module and discovers PluginBase implementations.
  - ƒ **_register_plugin** (`Function`)
    - 📝 Registers a PluginBase instance and its configuration.
  - ƒ **get_plugin** (`Function`)
    - 📝 Retrieves a loaded plugin instance by its ID.
  - ƒ **get_all_plugin_configs** (`Function`)
    - 📝 Returns a list of all registered plugin configurations.
  - ƒ **has_plugin** (`Function`)
    - 📝 Checks if a plugin with the given ID is registered.
- 📦 **backend.src.core.migration_engine** (`Module`)
  - 📝 Handles the interception and transformation of Superset asset ZIP archives.
  - 🏗️ Layer: Core
  - 🔒 Invariant: ZIP structure must be preserved after transformation.
  - 🔗 DEPENDS_ON -> `PyYAML`
  - ℂ **MigrationEngine** (`Class`)
    - 📝 Engine for transforming Superset export ZIPs.
    - ƒ **transform_zip** (`Function`)
      - 📝 Extracts ZIP, replaces database UUIDs in YAMLs, and re-packages.
    - ƒ **_transform_yaml** (`Function`)
      - 📝 Replaces database_uuid in a single YAML file.
- ℂ **PluginBase** (`Class`)
  - 📝 Defines the abstract base class that all plugins must implement to be recognized by the system. It enforces a common structure for plugin metadata and execution.
  - 🏗️ Layer: Core
  - 🔒 Invariant: All plugins MUST inherit from this class.
  - ƒ **id** (`Function`)
    - 📝 Returns the unique identifier for the plugin.
  - ƒ **name** (`Function`)
    - 📝 Returns the human-readable name of the plugin.
  - ƒ **description** (`Function`)
    - 📝 Returns a brief description of the plugin.
  - ƒ **version** (`Function`)
    - 📝 Returns the version of the plugin.
  - ƒ **required_permission** (`Function`)
    - 📝 Returns the required permission string to execute this plugin.
  - ƒ **ui_route** (`Function`)
    - 📝 Returns the frontend route for the plugin's UI, if applicable.
  - ƒ **get_schema** (`Function`)
    - 📝 Returns the JSON schema for the plugin's input parameters.
  - ƒ **execute** (`Function`)
    - 📝 Executes the plugin's core logic.
- ℂ **PluginConfig** (`Class`)
  - 📝 A Pydantic model used to represent the validated configuration and metadata of a loaded plugin. This object is what gets exposed to the API layer.
  - 🏗️ Layer: Core
- 📦 **backend.src.core.auth.config** (`Module`)
  - 📝 Centralized configuration for authentication and authorization.
  - 🏗️ Layer: Core
  - 🔒 Invariant: All sensitive configuration must have defaults or be loaded from environment.
  - 🔗 DEPENDS_ON -> `pydantic`
  - ℂ **AuthConfig** (`Class`)
    - 📝 Holds authentication-related settings.
  - 📦 **auth_config** (`Variable`)
    - 📝 Singleton instance of AuthConfig.
- 📦 **backend.src.core.auth.jwt** (`Module`)
  - 📝 JWT token generation and validation logic.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Tokens must include expiration time and user identifier.
  - 🔗 DEPENDS_ON -> `jose`
  - ƒ **create_access_token** (`Function`)
    - 📝 Generates a new JWT access token.
  - ƒ **decode_token** (`Function`)
    - 📝 Decodes and validates a JWT token.
- 📦 **backend.src.core.auth.oauth** (`Module`)
  - 📝 ADFS OIDC configuration and client using Authlib.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Must use secure OIDC flows.
  - 🔗 DEPENDS_ON -> `authlib`
  - 📦 **oauth** (`Variable`)
    - 📝 Global Authlib OAuth registry.
  - ƒ **register_adfs** (`Function`)
    - 📝 Registers the ADFS OIDC client.
  - ƒ **is_adfs_configured** (`Function`)
    - 📝 Checks if ADFS is properly configured.
- 📦 **backend.src.core.auth.logger** (`Module`)
  - 📝 Audit logging for security-related events.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Must not log sensitive data like passwords or full tokens.
  - ƒ **log_security_event** (`Function`)
    - 📝 Logs a security-related event for audit trails.
- 📦 **backend.src.core.auth.security** (`Module`)
  - 📝 Utility for password hashing and verification using Passlib.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Uses bcrypt for hashing with standard work factor.
  - 🔗 DEPENDS_ON -> `passlib`
  - 📦 **pwd_context** (`Variable`)
    - 📝 Passlib CryptContext for password management.
  - ƒ **verify_password** (`Function`)
    - 📝 Verifies a plain password against a hashed password.
  - ƒ **get_password_hash** (`Function`)
    - 📝 Generates a bcrypt hash for a plain password.
- 📦 **backend.src.core.auth.repository** (`Module`)
  - 📝 Data access layer for authentication-related entities.
  - 🏗️ Layer: Core
  - 🔒 Invariant: All database operations must be performed within a session.
  - 🔗 DEPENDS_ON -> `sqlalchemy`
  - ℂ **AuthRepository** (`Class`)
    - 📝 Encapsulates database operations for authentication.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the repository with a database session.
    - ƒ **get_user_by_username** (`Function`)
      - 📝 Retrieves a user by their username.
    - ƒ **get_user_by_id** (`Function`)
      - 📝 Retrieves a user by their unique ID.
    - ƒ **get_role_by_name** (`Function`)
      - 📝 Retrieves a role by its name.
    - ƒ **update_last_login** (`Function`)
      - 📝 Updates the last_login timestamp for a user.
    - ƒ **get_role_by_id** (`Function`)
      - 📝 Retrieves a role by its unique ID.
    - ƒ **get_permission_by_id** (`Function`)
      - 📝 Retrieves a permission by its unique ID.
    - ƒ **get_permission_by_resource_action** (`Function`)
      - 📝 Retrieves a permission by resource and action.
    - ƒ **list_permissions** (`Function`)
      - 📝 Lists all available permissions.
- 📦 **backend.core.utils.fileio** (`Module`)
  - 📝 Предоставляет набор утилит для управления файловыми операциями, включая работу с временными файлами, архивами ZIP, файлами YAML и очистку директорий.
  - 🏗️ Layer: Infra
  - 🔗 DEPENDS_ON -> `backend.src.core.logger`
  - 🔗 DEPENDS_ON -> `pyyaml`
  - ℂ **InvalidZipFormatError** (`Class`)
    - 📝 Exception raised when a file is not a valid ZIP archive.
  - ƒ **create_temp_file** (`Function`)
    - 📝 Контекстный менеджер для создания временного файла или директории с гарантированным удалением.
  - ƒ **remove_empty_directories** (`Function`)
    - 📝 Рекурсивно удаляет все пустые поддиректории, начиная с указанного пути.
  - ƒ **read_dashboard_from_disk** (`Function`)
    - 📝 Читает бинарное содержимое файла с диска.
  - ƒ **calculate_crc32** (`Function`)
    - 📝 Вычисляет контрольную сумму CRC32 для файла.
  - 📦 **RetentionPolicy** (`DataClass`)
    - 📝 Определяет политику хранения для архивов (ежедневные, еженедельные, ежемесячные).
  - ƒ **archive_exports** (`Function`)
    - 📝 Управляет архивом экспортированных файлов, применяя политику хранения и дедупликацию.
    - 🔗 CALLS -> `apply_retention_policy`
    - 🔗 CALLS -> `calculate_crc32`
  - ƒ **apply_retention_policy** (`Function`)
    - 📝 (Helper) Применяет политику хранения к списку файлов, возвращая те, что нужно сохранить.
  - ƒ **save_and_unpack_dashboard** (`Function`)
    - 📝 Сохраняет бинарное содержимое ZIP-архива на диск и опционально распаковывает его.
  - ƒ **update_yamls** (`Function`)
    - 📝 Обновляет конфигурации в YAML-файлах, заменяя значения или применяя regex.
    - 🔗 CALLS -> `_update_yaml_file`
  - ƒ **_update_yaml_file** (`Function`)
    - 📝 (Helper) Обновляет один YAML файл.
    - ƒ **replacer** (`Function`)
      - 📝 Функция замены, сохраняющая кавычки если они были.
  - ƒ **create_dashboard_export** (`Function`)
    - 📝 Создает ZIP-архив из указанных исходных путей.
  - ƒ **sanitize_filename** (`Function`)
    - 📝 Очищает строку от символов, недопустимых в именах файлов.
  - ƒ **get_filename_from_headers** (`Function`)
    - 📝 Извлекает имя файла из HTTP заголовка 'Content-Disposition'.
  - ƒ **consolidate_archive_folders** (`Function`)
    - 📝 Консолидирует директории архивов на основе общего слага в имени.
- 📦 **backend.core.utils.network** (`Module`)
  - 📝 Инкапсулирует низкоуровневую HTTP-логику для взаимодействия с Superset API, включая аутентификацию, управление сессией, retry-логику и обработку ошибок.
  - 🏗️ Layer: Infra
  - 🔗 DEPENDS_ON -> `backend.src.core.logger`
  - 🔗 DEPENDS_ON -> `requests`
  - ℂ **SupersetAPIError** (`Class`)
    - 📝 Base exception for all Superset API related errors.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the exception with a message and context.
  - ℂ **AuthenticationError** (`Class`)
    - 📝 Exception raised when authentication fails.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the authentication error.
  - ℂ **PermissionDeniedError** (`Class`)
    - 📝 Exception raised when access is denied.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the permission denied error.
  - ℂ **DashboardNotFoundError** (`Class`)
    - 📝 Exception raised when a dashboard cannot be found.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the not found error with resource ID.
  - ℂ **NetworkError** (`Class`)
    - 📝 Exception raised when a network level error occurs.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the network error.
  - ℂ **APIClient** (`Class`)
    - 📝 Инкапсулирует HTTP-логику для работы с API, включая сессии, аутентификацию, и обработку запросов.
    - ƒ **__init__** (`Function`)
      - 📝 Инициализирует API клиент с конфигурацией, сессией и логгером.
    - ƒ **_init_session** (`Function`)
      - 📝 Создает и настраивает `requests.Session` с retry-логикой.
    - ƒ **authenticate** (`Function`)
      - 📝 Выполняет аутентификацию в Superset API и получает access и CSRF токены.
    - ƒ **headers** (`Function`)
      - 📝 Возвращает HTTP-заголовки для аутентифицированных запросов.
    - ƒ **request** (`Function`)
      - 📝 Выполняет универсальный HTTP-запрос к API.
    - ƒ **_handle_http_error** (`Function`)
      - 📝 (Helper) Преобразует HTTP ошибки в кастомные исключения.
    - ƒ **_handle_network_error** (`Function`)
      - 📝 (Helper) Преобразует сетевые ошибки в `NetworkError`.
    - ƒ **upload_file** (`Function`)
      - 📝 Загружает файл на сервер через multipart/form-data.
    - ƒ **_perform_upload** (`Function`)
      - 📝 (Helper) Выполняет POST запрос с файлом.
    - ƒ **fetch_paginated_count** (`Function`)
      - 📝 Получает общее количество элементов для пагинации.
    - ƒ **fetch_paginated_data** (`Function`)
      - 📝 Автоматически собирает данные со всех страниц пагинированного эндпоинта.
- 📦 **backend.src.core.utils.matching** (`Module`)
  - 📝 Provides utility functions for fuzzy matching database names.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Confidence scores are returned as floats between 0.0 and 1.0.
  - 🔗 DEPENDS_ON -> `rapidfuzz`
  - ƒ **suggest_mappings** (`Function`)
    - 📝 Suggests mappings between source and target databases using fuzzy matching.
- 📦 **backend.core.utils.dataset_mapper** (`Module`)
  - 📝 Этот модуль отвечает за обновление метаданных (verbose_map) в датасетах Superset, извлекая их из PostgreSQL или XLSX-файлов.
  - 🏗️ Layer: Domain
  - 🔗 DEPENDS_ON -> `backend.core.superset_client`
  - 🔗 DEPENDS_ON -> `pandas`
  - 🔗 DEPENDS_ON -> `psycopg2`
  - ℂ **DatasetMapper** (`Class`)
    - 📝 Класс для меппинга и обновления verbose_map в датасетах Superset.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the mapper.
    - ƒ **get_postgres_comments** (`Function`)
      - 📝 Извлекает комментарии к колонкам из системного каталога PostgreSQL.
    - ƒ **load_excel_mappings** (`Function`)
      - 📝 Загружает меппинги 'column_name' -> 'column_comment' из XLSX файла.
    - ƒ **run_mapping** (`Function`)
      - 📝 Основная функция для выполнения меппинга и обновления verbose_map датасета в Superset.
      - 🔗 CALLS -> `self.get_postgres_comments`
      - 🔗 CALLS -> `self.load_excel_mappings`
      - 🔗 CALLS -> `superset_client.get_dataset`
      - 🔗 CALLS -> `superset_client.update_dataset`
- 📦 **TaskPersistenceModule** (`Module`)
  - 📝 Handles the persistence of tasks using SQLAlchemy and the tasks.db database.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Database schema must match the TaskRecord model structure.
  - ℂ **TaskPersistenceService** (`Class`)
    - 📝 Provides methods to save and load tasks from the tasks.db database using SQLAlchemy.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the persistence service.
    - ƒ **persist_task** (`Function`)
      - 📝 Persists or updates a single task in the database.
    - ƒ **persist_tasks** (`Function`)
      - 📝 Persists multiple tasks.
    - ƒ **load_tasks** (`Function`)
      - 📝 Loads tasks from the database.
    - ƒ **delete_tasks** (`Function`)
      - 📝 Deletes specific tasks from the database.
- 📦 **TaskManagerModule** (`Module`)
  - 📝 Manages the lifecycle of tasks, including their creation, execution, and state tracking. It uses a thread pool to run plugins asynchronously.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Task IDs are unique.
  - ℂ **TaskManager** (`Class`)
    - 📝 Manages the lifecycle of tasks, including their creation, execution, and state tracking.
    - ƒ **__init__** (`Function`)
      - 📝 Initialize the TaskManager with dependencies.
    - ƒ **create_task** (`Function`)
      - 📝 Creates and queues a new task for execution.
    - ƒ **_run_task** (`Function`)
      - 📝 Internal method to execute a task.
    - ƒ **resolve_task** (`Function`)
      - 📝 Resumes a task that is awaiting mapping.
    - ƒ **wait_for_resolution** (`Function`)
      - 📝 Pauses execution and waits for a resolution signal.
    - ƒ **wait_for_input** (`Function`)
      - 📝 Pauses execution and waits for user input.
    - ƒ **get_task** (`Function`)
      - 📝 Retrieves a task by its ID.
    - ƒ **get_all_tasks** (`Function`)
      - 📝 Retrieves all registered tasks.
    - ƒ **get_tasks** (`Function`)
      - 📝 Retrieves tasks with pagination and optional status filter.
    - ƒ **get_task_logs** (`Function`)
      - 📝 Retrieves logs for a specific task.
    - ƒ **_add_log** (`Function`)
      - 📝 Adds a log entry to a task and notifies subscribers.
    - ƒ **subscribe_logs** (`Function`)
      - 📝 Subscribes to real-time logs for a task.
    - ƒ **unsubscribe_logs** (`Function`)
      - 📝 Unsubscribes from real-time logs for a task.
    - ƒ **load_persisted_tasks** (`Function`)
      - 📝 Load persisted tasks using persistence service.
    - ƒ **await_input** (`Function`)
      - 📝 Transition a task to AWAITING_INPUT state with input request.
    - ƒ **resume_task_with_password** (`Function`)
      - 📝 Resume a task that is awaiting input with provided passwords.
    - ƒ **clear_tasks** (`Function`)
      - 📝 Clears tasks based on status filter.
- 📦 **TaskManagerModels** (`Module`)
  - 📝 Defines the data models and enumerations used by the Task Manager.
  - 🏗️ Layer: Core
  - 🔒 Invariant: Task IDs are immutable once created.
  - 📦 **TaskStatus** (`Enum`)
    - 📝 Defines the possible states a task can be in during its lifecycle.
  - ℂ **LogEntry** (`Class`)
    - 📝 A Pydantic model representing a single, structured log entry associated with a task.
  - ℂ **Task** (`Class`)
    - 📝 A Pydantic model representing a single execution instance of a plugin, including its status, parameters, and logs.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the Task model and validates input_request for AWAITING_INPUT status.
- 📦 **TaskCleanupModule** (`Module`)
  - 📝 Implements task cleanup and retention policies.
  - 🏗️ Layer: Core
  - ℂ **TaskCleanupService** (`Class`)
    - 📝 Provides methods to clean up old task records.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the cleanup service with dependencies.
    - ƒ **run_cleanup** (`Function`)
      - 📝 Deletes tasks older than the configured retention period.
- 📦 **TaskManagerPackage** (`Module`)
  - 📝 Exports the public API of the task manager package.
  - 🏗️ Layer: Core
- 📦 **backend.src.api.auth** (`Module`)
  - 📝 Authentication API endpoints.
  - 🏗️ Layer: API
  - 🔒 Invariant: All auth endpoints must return consistent error codes.
  - 📦 **router** (`Variable`)
    - 📝 APIRouter instance for authentication routes.
  - ƒ **login_for_access_token** (`Function`)
    - 📝 Authenticates a user and returns a JWT access token.
  - ƒ **read_users_me** (`Function`)
    - 📝 Retrieves the profile of the currently authenticated user.
  - ƒ **logout** (`Function`)
    - 📝 Logs out the current user (placeholder for session revocation).
  - ƒ **login_adfs** (`Function`)
    - 📝 Initiates the ADFS OIDC login flow.
  - ƒ **auth_callback_adfs** (`Function`)
    - 📝 Handles the callback from ADFS after successful authentication.
- 📦 **router** (`Global`)
  - 📝 APIRouter instance for LLM routes.
- ƒ **get_providers** (`Function`)
  - 📝 Retrieve all LLM provider configurations.
- ƒ **create_provider** (`Function`)
  - 📝 Create a new LLM provider configuration.
- ƒ **update_provider** (`Function`)
  - 📝 Update an existing LLM provider configuration.
- ƒ **delete_provider** (`Function`)
  - 📝 Delete an LLM provider configuration.
- ƒ **test_connection** (`Function`)
  - 📝 Test connection to an LLM provider.
- ƒ **test_provider_config** (`Function`)
  - 📝 Test connection with a provided configuration (not yet saved).
- 📦 **backend.src.api.routes.git** (`Module`)
  - 📝 Provides FastAPI endpoints for Git integration operations.
  - 🏗️ Layer: API
  - 🔒 Invariant: All Git operations must be routed through GitService.
  - ƒ **get_git_configs** (`Function`)
    - 📝 List all configured Git servers.
  - ƒ **create_git_config** (`Function`)
    - 📝 Register a new Git server configuration.
  - ƒ **delete_git_config** (`Function`)
    - 📝 Remove a Git server configuration.
  - ƒ **test_git_config** (`Function`)
    - 📝 Validate connection to a Git server using provided credentials.
  - ƒ **init_repository** (`Function`)
    - 📝 Link a dashboard to a Git repository and perform initial clone/init.
  - ƒ **get_branches** (`Function`)
    - 📝 List all branches for a dashboard's repository.
  - ƒ **create_branch** (`Function`)
    - 📝 Create a new branch in the dashboard's repository.
  - ƒ **checkout_branch** (`Function`)
    - 📝 Switch the dashboard's repository to a specific branch.
  - ƒ **commit_changes** (`Function`)
    - 📝 Stage and commit changes in the dashboard's repository.
  - ƒ **push_changes** (`Function`)
    - 📝 Push local commits to the remote repository.
  - ƒ **pull_changes** (`Function`)
    - 📝 Pull changes from the remote repository.
  - ƒ **sync_dashboard** (`Function`)
    - 📝 Sync dashboard state from Superset to Git using the GitPlugin.
  - ƒ **get_environments** (`Function`)
    - 📝 List all deployment environments.
  - ƒ **deploy_dashboard** (`Function`)
    - 📝 Deploy dashboard from Git to a target environment.
  - ƒ **get_history** (`Function`)
    - 📝 View commit history for a dashboard's repository.
  - ƒ **get_repository_status** (`Function`)
    - 📝 Get current Git status for a dashboard repository.
  - ƒ **get_repository_diff** (`Function`)
    - 📝 Get Git diff for a dashboard repository.
  - ƒ **generate_commit_message** (`Function`)
    - 📝 Generate a suggested commit message using LLM.
- 📦 **ConnectionsRouter** (`Module`)
  - 📝 Defines the FastAPI router for managing external database connections.
  - 🏗️ Layer: UI (API)
  - ℂ **ConnectionSchema** (`Class`)
    - 📝 Pydantic model for connection response.
  - ℂ **ConnectionCreate** (`Class`)
    - 📝 Pydantic model for creating a connection.
  - ƒ **list_connections** (`Function`)
    - 📝 Lists all saved connections.
  - ƒ **create_connection** (`Function`)
    - 📝 Creates a new connection configuration.
  - ƒ **delete_connection** (`Function`)
    - 📝 Deletes a connection configuration.
- 📦 **backend.src.api.routes.environments** (`Module`)
  - 📝 API endpoints for listing environments and their databases.
  - 🏗️ Layer: API
  - 🔒 Invariant: Environment IDs must exist in the configuration.
  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
  - 🔗 DEPENDS_ON -> `backend.src.core.superset_client`
  - 📦 **ScheduleSchema** (`DataClass`)
  - 📦 **EnvironmentResponse** (`DataClass`)
  - 📦 **DatabaseResponse** (`DataClass`)
  - ƒ **get_environments** (`Function`)
    - 📝 List all configured environments.
  - ƒ **update_environment_schedule** (`Function`)
    - 📝 Update backup schedule for an environment.
  - ƒ **get_environment_databases** (`Function`)
    - 📝 Fetch the list of databases from a specific environment.
- 📦 **backend.src.api.routes.migration** (`Module`)
  - 📝 API endpoints for migration operations.
  - 🏗️ Layer: API
  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
  - 🔗 DEPENDS_ON -> `backend.src.models.dashboard`
  - ƒ **get_dashboards** (`Function`)
    - 📝 Fetch all dashboards from the specified environment for the grid.
  - ƒ **execute_migration** (`Function`)
    - 📝 Execute the migration of selected dashboards.
- 📦 **PluginsRouter** (`Module`)
  - 📝 Defines the FastAPI router for plugin-related endpoints, allowing clients to list available plugins.
  - 🏗️ Layer: UI (API)
  - ƒ **list_plugins** (`Function`)
    - 📝 Retrieve a list of all available plugins.
- 📦 **backend.src.api.routes.mappings** (`Module`)
  - 📝 API endpoints for managing database mappings and getting suggestions.
  - 🏗️ Layer: API
  - 🔒 Invariant: Mappings are persisted in the SQLite database.
  - 🔗 DEPENDS_ON -> `backend.src.dependencies`
  - 🔗 DEPENDS_ON -> `backend.src.core.database`
  - 🔗 DEPENDS_ON -> `backend.src.services.mapping_service`
  - 📦 **MappingCreate** (`DataClass`)
  - 📦 **MappingResponse** (`DataClass`)
  - 📦 **SuggestRequest** (`DataClass`)
  - ƒ **get_mappings** (`Function`)
    - 📝 List all saved database mappings.
  - ƒ **create_mapping** (`Function`)
    - 📝 Create or update a database mapping.
  - ƒ **suggest_mappings_api** (`Function`)
    - 📝 Get suggested mappings based on fuzzy matching.
- 📦 **SettingsRouter** (`Module`)
  - 📝 Provides API endpoints for managing application settings and Superset environments.
  - 🏗️ Layer: UI (API)
  - 🔒 Invariant: All settings changes must be persisted via ConfigManager.
  - 🔗 DEPENDS_ON -> `ConfigManager`
  - 🔗 DEPENDS_ON -> `ConfigModels`
  - ƒ **get_settings** (`Function`)
    - 📝 Retrieves all application settings.
  - ƒ **update_global_settings** (`Function`)
    - 📝 Updates global application settings.
  - ƒ **get_storage_settings** (`Function`)
    - 📝 Retrieves storage-specific settings.
  - ƒ **update_storage_settings** (`Function`)
    - 📝 Updates storage-specific settings.
  - ƒ **get_environments** (`Function`)
    - 📝 Lists all configured Superset environments.
  - ƒ **add_environment** (`Function`)
    - 📝 Adds a new Superset environment.
  - ƒ **update_environment** (`Function`)
    - 📝 Updates an existing Superset environment.
  - ƒ **delete_environment** (`Function`)
    - 📝 Deletes a Superset environment.
  - ƒ **test_environment_connection** (`Function`)
    - 📝 Tests the connection to a Superset environment.
- 📦 **backend.src.api.routes.admin** (`Module`)
  - 📝 Admin API endpoints for user and role management.
  - 🏗️ Layer: API
  - 🔒 Invariant: All endpoints in this module require 'Admin' role or 'admin' scope.
  - 📦 **router** (`Variable`)
    - 📝 APIRouter instance for admin routes.
  - ƒ **list_users** (`Function`)
    - 📝 Lists all registered users.
  - ƒ **create_user** (`Function`)
    - 📝 Creates a new local user.
  - ƒ **update_user** (`Function`)
    - 📝 Updates an existing user.
  - ƒ **delete_user** (`Function`)
    - 📝 Deletes a user.
  - ƒ **list_roles** (`Function`)
    - 📝 Lists all available roles.
    - 🔗 CALLS -> `backend.src.models.auth.Role`
  - ƒ **create_role** (`Function`)
    - 📝 Creates a new system role with associated permissions.
    - 🔗 CALLS -> `backend.src.core.auth.repository.AuthRepository.get_permission_by_id`
  - ƒ **update_role** (`Function`)
    - 📝 Updates an existing role's metadata and permissions.
    - 🔗 CALLS -> `backend.src.core.auth.repository.AuthRepository.get_role_by_id`
  - ƒ **delete_role** (`Function`)
    - 📝 Removes a role from the system.
    - 🔗 CALLS -> `backend.src.core.auth.repository.AuthRepository.get_role_by_id`
  - ƒ **list_permissions** (`Function`)
    - 📝 Lists all available system permissions for assignment.
    - 🔗 CALLS -> `backend.src.core.auth.repository.AuthRepository.list_permissions`
  - ƒ **list_ad_mappings** (`Function`)
    - 📝 Lists all AD Group to Role mappings.
  - ƒ **create_ad_mapping** (`Function`)
    - 📝 Creates a new AD Group mapping.
- 📦 **backend.src.api.routes.git_schemas** (`Module`)
  - 📝 Defines Pydantic models for the Git integration API layer.
  - 🏗️ Layer: API
  - 🔒 Invariant: All schemas must be compatible with the FastAPI router.
  - 🔗 DEPENDS_ON -> `backend.src.models.git`
  - ℂ **GitServerConfigBase** (`Class`) `[TRIVIAL]`
    - 📝 Base schema for Git server configuration attributes.
  - ℂ **GitServerConfigCreate** (`Class`)
    - 📝 Schema for creating a new Git server configuration.
  - ℂ **GitServerConfigSchema** (`Class`)
    - 📝 Schema for representing a Git server configuration with metadata.
  - ℂ **GitRepositorySchema** (`Class`)
    - 📝 Schema for tracking a local Git repository linked to a dashboard.
  - ℂ **BranchSchema** (`Class`)
    - 📝 Schema for representing a Git branch metadata.
  - ℂ **CommitSchema** (`Class`)
    - 📝 Schema for representing Git commit details.
  - ℂ **BranchCreate** (`Class`)
    - 📝 Schema for branch creation requests.
  - ℂ **BranchCheckout** (`Class`)
    - 📝 Schema for branch checkout requests.
  - ℂ **CommitCreate** (`Class`)
    - 📝 Schema for staging and committing changes.
  - ℂ **ConflictResolution** (`Class`)
    - 📝 Schema for resolving merge conflicts.
  - ℂ **DeploymentEnvironmentSchema** (`Class`)
    - 📝 Schema for representing a target deployment environment.
  - ℂ **DeployRequest** (`Class`)
    - 📝 Schema for dashboard deployment requests.
  - ℂ **RepoInitRequest** (`Class`)
    - 📝 Schema for repository initialization requests.
- 📦 **storage_routes** (`Module`)
  - 📝 API endpoints for file storage management (backups and repositories).
  - 🏗️ Layer: API
  - 🔒 Invariant: All paths must be validated against path traversal.
  - 🔗 DEPENDS_ON -> `backend.src.models.storage`
  - ƒ **list_files** (`Function`)
    - 📝 List all files and directories in the storage system.
    - 🔗 CALLS -> `StoragePlugin.list_files`
  - ƒ **upload_file** (`Function`)
    - 📝 Upload a file to the storage system.
    - 🔗 CALLS -> `StoragePlugin.save_file`
  - ƒ **delete_file** (`Function`)
    - 📝 Delete a specific file or directory.
    - 🔗 CALLS -> `StoragePlugin.delete_file`
  - ƒ **download_file** (`Function`)
    - 📝 Retrieve a file for download.
    - 🔗 CALLS -> `StoragePlugin.get_file_path`
- 📦 **TasksRouter** (`Module`)
  - 📝 Defines the FastAPI router for task-related endpoints, allowing clients to create, list, and get the status of tasks.
  - 🏗️ Layer: UI (API)
  - ƒ **create_task** (`Function`)
    - 📝 Create and start a new task for a given plugin.
  - ƒ **list_tasks** (`Function`)
    - 📝 Retrieve a list of tasks with pagination and optional status filter.
  - ƒ **get_task** (`Function`)
    - 📝 Retrieve the details of a specific task.
  - ƒ **get_task_logs** (`Function`)
    - 📝 Retrieve logs for a specific task.
  - ƒ **resolve_task** (`Function`)
    - 📝 Resolve a task that is awaiting mapping.
  - ƒ **resume_task** (`Function`)
    - 📝 Resume a task that is awaiting input (e.g., passwords).
  - ƒ **clear_tasks** (`Function`)
    - 📝 Clear tasks matching the status filter.
- 📦 **backend.src.models.llm** (`Module`)
  - 📝 SQLAlchemy models for LLM provider configuration and validation results.
  - 🏗️ Layer: Domain
  - ℂ **LLMProvider** (`Class`)
    - 📝 SQLAlchemy model for LLM provider configuration.
  - ℂ **ValidationRecord** (`Class`)
    - 📝 SQLAlchemy model for dashboard validation history.
  - ƒ **generate_uuid** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **GitModels** (`Module`)
  - 📝 Git-specific SQLAlchemy models for configuration and repository tracking.
  - 🏗️ Layer: Model
- 📦 **backend.src.models.task** (`Module`)
  - 📝 Defines the database schema for task execution records.
  - 🏗️ Layer: Domain
  - 🔒 Invariant: All primary keys are UUID strings.
  - 🔗 DEPENDS_ON -> `sqlalchemy`
  - ℂ **TaskRecord** (`Class`)
    - 📝 Represents a persistent record of a task execution.
- 📦 **backend.src.models.connection** (`Module`)
  - 📝 Defines the database schema for external database connection configurations.
  - 🏗️ Layer: Domain
  - 🔒 Invariant: All primary keys are UUID strings.
  - 🔗 DEPENDS_ON -> `sqlalchemy`
  - ℂ **ConnectionConfig** (`Class`)
    - 📝 Stores credentials for external databases used for column mapping.
- 📦 **backend.src.models.mapping** (`Module`)
  - 📝 Defines the database schema for environment metadata and database mappings using SQLAlchemy.
  - 🏗️ Layer: Domain
  - 🔒 Invariant: All primary keys are UUID strings.
  - 🔗 DEPENDS_ON -> `sqlalchemy`
  - ℂ **MigrationStatus** (`Class`) `[TRIVIAL]`
    - 📝 Enumeration of possible migration job statuses.
  - ℂ **Environment** (`Class`)
    - 📝 Represents a Superset instance environment.
  - ℂ **DatabaseMapping** (`Class`)
    - 📝 Represents a mapping between source and target databases.
  - ℂ **MigrationJob** (`Class`)
    - 📝 Represents a single migration execution job.
- ℂ **FileCategory** (`Class`)
  - 📝 Enumeration of supported file categories in the storage system.
- ℂ **StorageConfig** (`Class`)
  - 📝 Configuration model for the storage system, defining paths and naming patterns.
- ℂ **StoredFile** (`Class`)
  - 📝 Data model representing metadata for a file stored in the system.
- 📦 **backend.src.models.dashboard** (`Module`)
  - 📝 Defines data models for dashboard metadata and selection.
  - 🏗️ Layer: Model
  - ℂ **DashboardMetadata** (`Class`) `[TRIVIAL]`
    - 📝 Represents a dashboard available for migration.
  - ℂ **DashboardSelection** (`Class`) `[TRIVIAL]`
    - 📝 Represents the user's selection of dashboards to migrate.
- 📦 **backend.src.models.auth** (`Module`)
  - 📝 SQLAlchemy models for multi-user authentication and authorization.
  - 🏗️ Layer: Domain
  - 🔒 Invariant: Usernames and emails must be unique.
  - ƒ **generate_uuid** (`Function`)
    - 📝 Generates a unique UUID string.
  - 📦 **user_roles** (`Table`)
    - 📝 Association table for many-to-many relationship between Users and Roles.
  - 📦 **role_permissions** (`Table`)
    - 📝 Association table for many-to-many relationship between Roles and Permissions.
  - ℂ **User** (`Class`)
    - 📝 Represents an identity that can authenticate to the system.
  - ℂ **Role** (`Class`)
    - 📝 Represents a collection of permissions.
  - ℂ **Permission** (`Class`)
    - 📝 Represents a specific capability within the system.
  - ℂ **ADGroupMapping** (`Class`)
    - 📝 Maps an Active Directory group to a local System Role.
    - 🔗 DEPENDS_ON -> `Role`
- 📦 **backend.src.services.llm_provider** (`Module`)
  - 📝 Service for managing LLM provider configurations with encrypted API keys.
  - 🏗️ Layer: Domain
  - 🔗 DEPENDS_ON -> `backend.src.core.database`
  - 🔗 DEPENDS_ON -> `backend.src.models.llm`
  - ℂ **EncryptionManager** (`Class`)
    - 📝 Handles encryption and decryption of sensitive data like API keys.
    - 🔒 Invariant: Uses a secret key from environment or a default one (fallback only for dev).
  - ℂ **LLMProviderService** (`Class`)
    - 📝 Service to manage LLM provider lifecycle.
    - ƒ **get_all_providers** (`Function`)
      - 📝 Returns all configured LLM providers.
    - ƒ **get_provider** (`Function`)
      - 📝 Returns a single LLM provider by ID.
    - ƒ **create_provider** (`Function`)
      - 📝 Creates a new LLM provider with encrypted API key.
    - ƒ **update_provider** (`Function`)
      - 📝 Updates an existing LLM provider.
    - ƒ **delete_provider** (`Function`)
      - 📝 Deletes an LLM provider.
    - ƒ **get_decrypted_api_key** (`Function`)
      - 📝 Returns the decrypted API key for a provider.
  - ƒ **__init__** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **encrypt** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **decrypt** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **__init__** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **backend.src.services.auth_service** (`Module`)
  - 📝 Orchestrates authentication business logic.
  - 🏗️ Layer: Service
  - 🔒 Invariant: Authentication must verify both credentials and account status.
  - ℂ **AuthService** (`Class`)
    - 📝 Provides high-level authentication services.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the service with a database session.
    - ƒ **authenticate_user** (`Function`)
      - 📝 Authenticates a user with username and password.
    - ƒ **create_session** (`Function`)
      - 📝 Creates a JWT session for an authenticated user.
    - ƒ **provision_adfs_user** (`Function`)
      - 📝 Just-In-Time (JIT) provisioning for ADFS users based on group mappings.
- 📦 **backend.src.services.git_service** (`Module`)
  - 📝 Core Git logic using GitPython to manage dashboard repositories.
  - 🏗️ Layer: Service
  - 🔒 Invariant: All Git operations must be performed on a valid local directory.
  - ℂ **GitService** (`Class`)
    - 📝 Wrapper for GitPython operations with semantic logging and error handling.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the GitService with a base path for repositories.
    - ƒ **_get_repo_path** (`Function`)
      - 📝 Resolves the local filesystem path for a dashboard's repository.
    - ƒ **init_repo** (`Function`)
      - 📝 Initialize or clone a repository for a dashboard.
    - ƒ **get_repo** (`Function`)
      - 📝 Get Repo object for a dashboard.
    - ƒ **list_branches** (`Function`)
      - 📝 List all branches for a dashboard's repository.
    - ƒ **create_branch** (`Function`)
      - 📝 Create a new branch from an existing one.
    - ƒ **checkout_branch** (`Function`)
      - 📝 Switch to a specific branch.
    - ƒ **commit_changes** (`Function`)
      - 📝 Stage and commit changes.
    - ƒ **push_changes** (`Function`)
      - 📝 Push local commits to remote.
    - ƒ **pull_changes** (`Function`)
      - 📝 Pull changes from remote.
    - ƒ **get_status** (`Function`)
      - 📝 Get current repository status (dirty files, untracked, etc.)
    - ƒ **get_diff** (`Function`)
      - 📝 Generate diff for a file or the whole repository.
    - ƒ **get_commit_history** (`Function`)
      - 📝 Retrieve commit history for a repository.
    - ƒ **test_connection** (`Function`)
      - 📝 Test connection to Git provider using PAT.
- 📦 **backend.src.services.mapping_service** (`Module`)
  - 📝 Orchestrates database fetching and fuzzy matching suggestions.
  - 🏗️ Layer: Service
  - 🔒 Invariant: Suggestions are based on database names.
  - 🔗 DEPENDS_ON -> `backend.src.core.superset_client`
  - 🔗 DEPENDS_ON -> `backend.src.core.utils.matching`
  - ℂ **MappingService** (`Class`)
    - 📝 Service for handling database mapping logic.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the mapping service with a config manager.
    - ƒ **_get_client** (`Function`)
      - 📝 Helper to get an initialized SupersetClient for an environment.
    - ƒ **get_suggestions** (`Function`)
      - 📝 Fetches databases from both environments and returns fuzzy matching suggestions.
- 📦 **BackupPlugin** (`Module`)
  - 📝 A plugin that provides functionality to back up Superset dashboards.
  - 🏗️ Layer: App
  - 🔗 IMPLEMENTS -> `PluginBase`
  - 🔗 DEPENDS_ON -> `superset_tool.client`
  - 🔗 DEPENDS_ON -> `superset_tool.utils`
  - ℂ **BackupPlugin** (`Class`)
    - 📝 Implementation of the backup plugin logic.
    - ƒ **id** (`Function`)
      - 📝 Returns the unique identifier for the backup plugin.
    - ƒ **name** (`Function`)
      - 📝 Returns the human-readable name of the backup plugin.
    - ƒ **description** (`Function`)
      - 📝 Returns a description of the backup plugin.
    - ƒ **version** (`Function`)
      - 📝 Returns the version of the backup plugin.
    - ƒ **ui_route** (`Function`)
      - 📝 Returns the frontend route for the backup plugin.
    - ƒ **get_schema** (`Function`)
      - 📝 Returns the JSON schema for backup plugin parameters.
    - ƒ **execute** (`Function`)
      - 📝 Executes the dashboard backup logic.
- 📦 **DebugPluginModule** (`Module`)
  - 📝 Implements a plugin for system diagnostics and debugging Superset API responses.
  - 🏗️ Layer: Plugins
  - ℂ **DebugPlugin** (`Class`)
    - 📝 Plugin for system diagnostics and debugging.
    - ƒ **id** (`Function`)
      - 📝 Returns the unique identifier for the debug plugin.
    - ƒ **name** (`Function`)
      - 📝 Returns the human-readable name of the debug plugin.
    - ƒ **description** (`Function`)
      - 📝 Returns a description of the debug plugin.
    - ƒ **version** (`Function`)
      - 📝 Returns the version of the debug plugin.
    - ƒ **ui_route** (`Function`)
      - 📝 Returns the frontend route for the debug plugin.
    - ƒ **get_schema** (`Function`)
      - 📝 Returns the JSON schema for the debug plugin parameters.
    - ƒ **execute** (`Function`)
      - 📝 Executes the debug logic.
    - ƒ **_test_db_api** (`Function`)
      - 📝 Tests database API connectivity for source and target environments.
    - ƒ **_get_dataset_structure** (`Function`)
      - 📝 Retrieves the structure of a dataset.
- 📦 **SearchPluginModule** (`Module`)
  - 📝 Implements a plugin for searching text patterns across all datasets in a specific Superset environment.
  - 🏗️ Layer: Plugins
  - ℂ **SearchPlugin** (`Class`)
    - 📝 Plugin for searching text patterns in Superset datasets.
    - ƒ **id** (`Function`)
      - 📝 Returns the unique identifier for the search plugin.
    - ƒ **name** (`Function`)
      - 📝 Returns the human-readable name of the search plugin.
    - ƒ **description** (`Function`)
      - 📝 Returns a description of the search plugin.
    - ƒ **version** (`Function`)
      - 📝 Returns the version of the search plugin.
    - ƒ **ui_route** (`Function`)
      - 📝 Returns the frontend route for the search plugin.
    - ƒ **get_schema** (`Function`)
      - 📝 Returns the JSON schema for the search plugin parameters.
    - ƒ **execute** (`Function`)
      - 📝 Executes the dataset search logic.
    - ƒ **_get_context** (`Function`)
      - 📝 Extracts a small context around the match for display.
- 📦 **MapperPluginModule** (`Module`)
  - 📝 Implements a plugin for mapping dataset columns using external database connections or Excel files.
  - 🏗️ Layer: Plugins
  - ℂ **MapperPlugin** (`Class`)
    - 📝 Plugin for mapping dataset columns verbose names.
    - ƒ **id** (`Function`)
      - 📝 Returns the unique identifier for the mapper plugin.
    - ƒ **name** (`Function`)
      - 📝 Returns the human-readable name of the mapper plugin.
    - ƒ **description** (`Function`)
      - 📝 Returns a description of the mapper plugin.
    - ƒ **version** (`Function`)
      - 📝 Returns the version of the mapper plugin.
    - ƒ **ui_route** (`Function`)
      - 📝 Returns the frontend route for the mapper plugin.
    - ƒ **get_schema** (`Function`)
      - 📝 Returns the JSON schema for the mapper plugin parameters.
    - ƒ **execute** (`Function`)
      - 📝 Executes the dataset mapping logic.
- 📦 **backend.src.plugins.git_plugin** (`Module`)
  - 📝 Предоставляет плагин для версионирования и развертывания дашбордов Superset.
  - 🏗️ Layer: Plugin
  - 🔒 Invariant: Все операции с Git должны выполняться через GitService.
  - ℂ **GitPlugin** (`Class`)
    - 📝 Реализация плагина Git Integration для управления версиями дашбордов.
    - ƒ **__init__** (`Function`)
      - 📝 Инициализирует плагин и его зависимости.
    - ƒ **id** (`Function`)
      - 📝 Returns the plugin identifier.
    - ƒ **name** (`Function`)
      - 📝 Returns the plugin name.
    - ƒ **description** (`Function`)
      - 📝 Returns the plugin description.
    - ƒ **version** (`Function`)
      - 📝 Returns the plugin version.
    - ƒ **ui_route** (`Function`)
      - 📝 Returns the frontend route for the git plugin.
    - ƒ **get_schema** (`Function`)
      - 📝 Возвращает JSON-схему параметров для выполнения задач плагина.
    - ƒ **initialize** (`Function`)
      - 📝 Выполняет начальную настройку плагина.
      - ƒ **execute** (`Function`)
        - 📝 Основной метод выполнения задач плагина.
        - 🔗 CALLS -> `self._handle_sync`
        - 🔗 CALLS -> `self._handle_deploy`
      - ƒ **_handle_sync** (`Function`)
        - 📝 Экспортирует дашборд из Superset и распаковывает в Git-репозиторий.
        - 🔗 CALLS -> `src.services.git_service.GitService.get_repo`
        - 🔗 CALLS -> `src.core.superset_client.SupersetClient.export_dashboard`
      - ƒ **_handle_deploy** (`Function`)
        - 📝 Упаковывает репозиторий в ZIP и импортирует в целевое окружение Superset.
        - 🔗 CALLS -> `src.core.superset_client.SupersetClient.import_dashboard`
      - ƒ **_get_env** (`Function`)
        - 📝 Вспомогательный метод для получения конфигурации окружения.
- 📦 **MigrationPlugin** (`Module`)
  - 📝 A plugin that provides functionality to migrate Superset dashboards between environments.
  - 🏗️ Layer: App
  - 🔗 IMPLEMENTS -> `PluginBase`
  - 🔗 DEPENDS_ON -> `superset_tool.client`
  - 🔗 DEPENDS_ON -> `superset_tool.utils`
  - ℂ **MigrationPlugin** (`Class`)
    - 📝 Implementation of the migration plugin logic.
    - ƒ **id** (`Function`)
      - 📝 Returns the unique identifier for the migration plugin.
    - ƒ **name** (`Function`)
      - 📝 Returns the human-readable name of the migration plugin.
    - ƒ **description** (`Function`)
      - 📝 Returns a description of the migration plugin.
    - ƒ **version** (`Function`)
      - 📝 Returns the version of the migration plugin.
    - ƒ **ui_route** (`Function`)
      - 📝 Returns the frontend route for the migration plugin.
    - ƒ **get_schema** (`Function`)
      - 📝 Returns the JSON schema for migration plugin parameters.
    - ƒ **execute** (`Function`)
      - 📝 Executes the dashboard migration logic.
      - 📦 **MigrationPlugin.execute** (`Action`)
        - 📝 Execute the migration logic with proper task logging.
- ƒ **schedule_dashboard_validation** (`Function`)
  - 📝 Schedules a recurring dashboard validation task.
- 📦 **scheduler** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for backend/src/plugins/llm_analysis/scheduler.py
  - 🏗️ Layer: Unknown
  - ƒ **job_func** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **_parse_cron** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- ℂ **LLMProviderType** (`Class`)
  - 📝 Enum for supported LLM providers.
- ℂ **LLMProviderConfig** (`Class`)
  - 📝 Configuration for an LLM provider.
- ℂ **ValidationStatus** (`Class`)
  - 📝 Enum for dashboard validation status.
- ℂ **DetectedIssue** (`Class`)
  - 📝 Model for a single issue detected during validation.
- ℂ **ValidationResult** (`Class`)
  - 📝 Model for dashboard validation result.
- 📦 **backend.src.plugins.llm_analysis.plugin** (`Module`)
  - 📝 Implements DashboardValidationPlugin and DocumentationPlugin.
  - 🏗️ Layer: Domain
  - ℂ **DashboardValidationPlugin** (`Class`)
    - 📝 Plugin for automated dashboard health analysis using LLMs.
  - ℂ **DocumentationPlugin** (`Class`)
    - 📝 Plugin for automated dataset documentation using LLMs.
  - ƒ **id** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **name** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **description** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **version** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **get_schema** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **execute** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **id** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **name** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **description** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **version** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **get_schema** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **execute** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **backend.src.plugins.llm_analysis.service** (`Module`)
  - 📝 Services for LLM interaction and dashboard screenshots.
  - 🏗️ Layer: Domain
  - 🔗 DEPENDS_ON -> `playwright`
  - 🔗 DEPENDS_ON -> `openai`
  - 🔗 DEPENDS_ON -> `tenacity`
  - ℂ **ScreenshotService** (`Class`)
    - 📝 Handles capturing screenshots of Superset dashboards.
    - ƒ **capture_dashboard** (`Function`)
      - 📝 Captures a screenshot of a dashboard using Playwright.
      - ℂ **LLMClient** (`Class`)
        - 📝 Wrapper for LLM provider APIs.
  - ƒ **__init__** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **__init__** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- 📦 **StoragePlugin** (`Module`)
  - 📝 Provides core filesystem operations for managing backups and repositories.
  - 🏗️ Layer: App
  - 🔒 Invariant: All file operations must be restricted to the configured storage root.
  - 🔗 IMPLEMENTS -> `PluginBase`
  - 🔗 DEPENDS_ON -> `backend.src.models.storage`
  - ℂ **StoragePlugin** (`Class`)
    - 📝 Implementation of the storage management plugin.
    - ƒ **__init__** (`Function`)
      - 📝 Initializes the StoragePlugin and ensures required directories exist.
    - ƒ **id** (`Function`)
      - 📝 Returns the unique identifier for the storage plugin.
    - ƒ **name** (`Function`)
      - 📝 Returns the human-readable name of the storage plugin.
    - ƒ **description** (`Function`)
      - 📝 Returns a description of the storage plugin.
    - ƒ **version** (`Function`)
      - 📝 Returns the version of the storage plugin.
    - ƒ **ui_route** (`Function`)
      - 📝 Returns the frontend route for the storage plugin.
    - ƒ **get_schema** (`Function`)
      - 📝 Returns the JSON schema for storage plugin parameters.
    - ƒ **execute** (`Function`)
      - 📝 Executes storage-related tasks (placeholder for PluginBase compliance).
    - ƒ **get_storage_root** (`Function`)
      - 📝 Resolves the absolute path to the storage root.
    - ƒ **resolve_path** (`Function`)
      - 📝 Resolves a dynamic path pattern using provided variables.
    - ƒ **ensure_directories** (`Function`)
      - 📝 Creates the storage root and category subdirectories if they don't exist.
    - ƒ **validate_path** (`Function`)
      - 📝 Prevents path traversal attacks by ensuring the path is within the storage root.
    - ƒ **list_files** (`Function`)
      - 📝 Lists all files and directories in a specific category and subpath.
    - ƒ **save_file** (`Function`)
      - 📝 Saves an uploaded file to the specified category and optional subpath.
    - ƒ **delete_file** (`Function`)
      - 📝 Deletes a file or directory from the specified category and path.
    - ƒ **get_file_path** (`Function`)
      - 📝 Returns the absolute path of a file for download.
- ℂ **GitLLMExtension** (`Class`)
  - 📝 Provides LLM capabilities to the Git plugin.
  - ƒ **suggest_commit_message** (`Function`)
    - 📝 Generates a suggested commit message based on a diff and history.
- 📦 **llm_extension** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for backend/src/plugins/git/llm_extension.py
  - 🏗️ Layer: Unknown
  - ƒ **__init__** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
- ƒ **test_environment_model** (`Function`)
  - 📝 Tests that Environment model correctly stores values.
- ƒ **test_belief_scope_logs_entry_action_exit** (`Function`)
  - 📝 Test that belief_scope generates [ID][Entry], [ID][Action], and [ID][Exit] logs.
- ƒ **test_belief_scope_error_handling** (`Function`)
  - 📝 Test that belief_scope logs Coherence:Failed on exception.
- ƒ **test_belief_scope_success_coherence** (`Function`)
  - 📝 Test that belief_scope logs Coherence:OK on success.
- 📦 **test_auth** (`Module`) `[TRIVIAL]`
  - 📝 Auto-generated module for backend/tests/test_auth.py
  - 🏗️ Layer: Unknown
  - ƒ **db_session** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **auth_service** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **auth_repo** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **test_create_user** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **test_authenticate_user** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **test_create_session** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **test_role_permission_association** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **test_user_role_association** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
  - ƒ **test_ad_group_mapping** (`Function`) `[TRIVIAL]`
    - 📝 Auto-detected function (orphan)
