Architecture

This document introduces SmartTable's system architecture, technology stack, and data model.

Technology Stack

Frontend

Category	Technology	Version	Purpose
Framework	Vue 3	^3.5.30	Composition API
Language	TypeScript	~5.9.3	Type safety
Build Tool	Vite	^8.0.1	Fast builds
State Management	Pinia	^2.3.1	Lightweight state
Router	Vue Router	^4.6.4	SPA routing
UI Library	Element Plus	^2.13.6	Enterprise components
Table Component	vxe-table / vtable	^4.18.7 / ^1.26.3	Virtual scroll (v1.4-) / canvas table (v1.5+)
Charts	echarts + vue-echarts	^5.6.0 / ^6.7.3	Data visualization
Date Processing	dayjs	^1.11.20	Date utilities
Drag Sorting	sortablejs	^1.15.7	Drag interactions
HTTP Client	axios	^1.14.0	API requests
Local Database	Dexie	^3.2.7	IndexedDB wrapper
WebSocket	socket.io-client	^4.8.3	Real-time collaboration
Rich Text	@opentiny/fluent-editor	^4.1.2	Rich text editing
Spreadsheet	xlsx	^0.18.5	Excel parsing/generation
Testing	Vitest	^3.2.4	Unit testing

Backend

Category	Technology	Version	Purpose
Framework	Flask	3.0.0	Python web framework
Database	SQLite / PostgreSQL	3.x / 16+	Relational data
ORM	SQLAlchemy	2.0.23	Database abstraction
Migrations	Alembic (Flask-Migrate)	4.0.5	Schema versioning
Authentication	Flask-JWT-Extended	4.6.0	JWT tokens
Password Hashing	Flask-Bcrypt / bcrypt	1.0.1 / 4.1.2	Secure passwords
CSRF Protection	Flask-WTF	1.2.1	Form validation
CORS	Flask-CORS	4.0.0	Cross-origin support
Caching	Flask-Caching (+ Redis)	2.1.0	Cache acceleration
WebSocket	Flask-SocketIO	5.3.6	Real-time communication
PostgreSQL Driver	psycopg (3)	3.2.13	PostgreSQL adapter
Async	eventlet	0.39.1	Async processing
Serialization	marshmallow	3.20.1	Validation/serialization
Import/Export	pandas, openpyxl, xlrd	2.1.4 / 3.1.2 / 2.0.1	Data processing
Images	Pillow	10.4.0	Thumbnails
Object Storage	MinIO (optional)	—	File storage
Encryption	cryptography	42.0.5	Encryption algorithms
API Docs	Flasgger	0.9.7b2	Swagger UI
WSGI Server	Eventlet WSGI Server	0.39.1	Production server
Deployment	Docker, Nginx	—	Containerized deployment

Data Storage Options

Mode	Technology	Description
Pure Frontend	Dexie (IndexedDB)	Data stored locally in the browser; no server required; ideal for personal or offline use
Backend	SQLite + Flask	Default lightweight setup with no additional database installation
Production	PostgreSQL + Flask	Supports multi-user concurrent access and production workloads

System Architecture Diagram

┌─────────────┐
│   Browser   │
└──────┬──────┘
       │
       ├─ HTTP / WebSocket
       │
┌──────▼──────┐      ┌─────────────┐
│    Nginx    │─────▶│  Frontend   │
└──────┬──────┘      └─────────────┘
       │
       │ HTTP API
       │
┌──────▼──────┐      ┌─────────────┐
│   Backend   │─────▶│  Database   │
│   (Flask)   │      │(PostgreSQL) │
└──────┬──────┘      └─────────────┘
       │
       │
┌──────▼──────┐
│File Storage │
│  (Local/S3) │
└─────────────┘

Core Data Models

SmartTable's entities are organized as follows:

User
  ├── owns many Base
  ├── is member of many Base (via BaseMember)
  └── has many OperationLog

Base
  ├── has many Table
  ├── has many Dashboard
  ├── has many BaseShare
  ├── has many BaseMember
  ├── has many CollaborationSession
  └── has many Workflow

Table
  ├── has many Field
  ├── has many Record
  ├── has many View
  ├── has many LinkRelation
  ├── has many Workflow
  └── belongs to Base

Field
  ├── has options (field options)
  └── belongs to Table

Record
  ├── has many RecordHistory
  ├── has values for each Field
  └── belongs to Table

View
  ├── has filter/sort/group configs
  └── belongs to Table

Workflow
  ├── has many WorkflowVersion
  ├── has many WebhookConfig
  └── belongs to Base/Table

WebhookConfig
  ├── has many WebhookDelivery
  └── belongs to Workflow

Main Model Descriptions

Entity	Description
User	Authentication info, email verification, roles, avatar, and profile
Base	Top-level multi-dimensional table unit with icons, colors, members, and sharing
Table	Contains field definitions and records; supports drag-sort and starring
Field	Defines column types and properties; supports 26 field types
Record	Stores actual data rows with full change history
View	Display method with independent filter, sort, group, and field settings
Document	Rich-text or Markdown documents linked to a base; supports versioning and PDF export
DocumentVersion	Version snapshots with rollback and comparison
CollaborationSession	Tracks real-time collaboration sessions and user presence
Workflow	Automation definition bound to a base or table
WorkflowVersion	Saved snapshots of workflow configurations
WebhookConfig	Outgoing webhook configuration
WebhookDelivery	Delivery logs for webhook calls

Core Modules

Permission System

• Role-Based Access Control (RBAC) with Owner, Admin, Editor, Commenter, and Viewer roles.
• Table-level, view-level, and field-level access control.

Real-time Collaboration

• WebSocket connection management via Socket.IO.
• Operation broadcast, cell locking, and automatic conflict detection.
• Offline queue and graceful degradation.

Workflow Engine

• Trigger management, conditional branching, and action execution.
• Node sorting and execution logs.

Performance & Scalability

• Frontend — Virtual scrolling, lazy loading, and code splitting.
• Backend — Database indexes, query optimization, and connection pooling.
• Cache — Redis and browser cache layers.

Security Design

• JWT-based authentication with refresh tokens.
• HTTPS, CORS, XSS/CSRF protection, security headers, and API rate limiting.
• Sensitive data sanitization in logs.

Related Links

• Docker Deployment
• Configuration