Back-End Services
Overview
The back-end services of PDeck form the core of the application, handling business logic, data processing, and integration with external services. These services work together to provide a robust and scalable foundation for the task management and prioritization system.
Key Components
- Authentication Service
- Task Service
- Integration Service
- Notification Service
- Preference Manager
- Security Module
Technology Stack
- Node.js with Express.js for service implementation
- MongoDB for data storage
- Redis for caching
- Docker for containerization
- Kubernetes for orchestration (optional for MVP, but good for scalability)
Implementation Guidelines
1. Authentication Service
The Authentication Service handles user registration, login, and token management.
// services/authService.js
const bcrypt = require('bcryptjs')
const jwt = require('jsonwebtoken')
const User = require('../models/User')
class AuthService {
async register(userData) {
const { email, password } = userData
let user = await User.findOne({ email })
if (user) {
throw new Error('User already exists')
}
user = new User(userData)
const salt = await bcrypt.genSalt(10)
user.password = await bcrypt.hash(password, salt)
await user.save()
return this.generateToken(user)
}
async login(email, password) {
const user = await User.findOne({ email })
if (!user) {
throw new Error('Invalid credentials')
}
const isMatch = await bcrypt.compare(password, user.password)
if (!isMatch) {
throw new Error('Invalid credentials')
}
return this.generateToken(user)
}
generateToken(user) {
return jwt.sign({ userId: user.id }, process.env.JWT_SECRET, { expiresIn: '1d' })
}
}
module.exports = new AuthService()2. Task Service
The Task Service manages task creation, updating, deletion, and retrieval.
// services/taskService.js
const Task = require('../models/Task')
const tpe = require('./taskPrioritizationEngine')
class TaskService {
async createTask(userId, taskData) {
const task = new Task({ ...taskData, user: userId })
await task.save()
await tpe.prioritizeTasks(userId)
return task
}
async updateTask(userId, taskId, updateData) {
const task = await Task.findOneAndUpdate(
{ _id: taskId, user: userId },
updateData,
{ new: true }
)
if (!task) {
throw new Error('Task not found')
}
await tpe.prioritizeTasks(userId)
return task
}
async deleteTask(userId, taskId) {
const task = await Task.findOneAndDelete({ _id: taskId, user: userId })
if (!task) {
throw new Error('Task not found')
}
await tpe.prioritizeTasks(userId)
return task
}
async getTasks(userId) {
return Task.find({ user: userId }).sort({ priority: 'asc' })
}
}
module.exports = new TaskService()3. Integration Service
The Integration Service handles connections with external services like email, calendar, and task management tools.
// services/integrationService.js
const Integration = require('../models/Integration')
const dataIntegrationParser = require('./dataIntegrationParser')
class IntegrationService {
async addIntegration(userId, integrationType, credentials) {
const integration = new Integration({
user: userId,
type: integrationType,
credentials
})
await integration.save()
await this.syncData(userId, integrationType)
return integration
}
async removeIntegration(userId, integrationId) {
return Integration.findOneAndDelete({ _id: integrationId, user: userId })
}
async syncData(userId, integrationType) {
const integration = await Integration.findOne({ user: userId, type: integrationType })
if (!integration) {
throw new Error('Integration not found')
}
const rawData = await this.fetchDataFromExternalService(integration)
const parsedData = await dataIntegrationParser.parseData(integrationType, rawData)
// Process and store the parsed data
// Update tasks and knowledge graph as necessary
}
async fetchDataFromExternalService(integration) {
// Implement logic to fetch data from the external service
// This will vary depending on the integration type
}
}
module.exports = new IntegrationService()4. Notification Service
The Notification Service manages the creation and delivery of notifications to users.
// services/notificationService.js
const Notification = require('../models/Notification')
const webpush = require('web-push')
class NotificationService {
async createNotification(userId, message, type) {
const notification = new Notification({
user: userId,
message,
type
})
await notification.save()
await this.sendPushNotification(userId, message)
return notification
}
async getNotifications(userId) {
return Notification.find({ user: userId }).sort({ createdAt: 'desc' })
}
async sendPushNotification(userId, message) {
const user = await User.findById(userId)
if (user.pushSubscription) {
webpush.sendNotification(user.pushSubscription, JSON.stringify({
title: 'PDeck Notification',
body: message
}))
}
}
}
module.exports = new NotificationService()5. Preference Manager
The Preference Manager handles user preferences and settings.
// services/preferenceManager.js
const UserPreference = require('../models/UserPreference')
class PreferenceManager {
async getUserPreferences(userId) {
let preferences = await UserPreference.findOne({ user: userId })
if (!preferences) {
preferences = new UserPreference({ user: userId })
await preferences.save()
}
return preferences
}
async updateUserPreferences(userId, updates) {
const preferences = await UserPreference.findOneAndUpdate(
{ user: userId },
updates,
{ new: true, upsert: true }
)
return preferences
}
}
module.exports = new PreferenceManager()6. Security Module
The Security Module handles various security-related functionalities.
// services/securityModule.js
const crypto = require('crypto')
class SecurityModule {
encryptSensitiveData(data) {
const algorithm = 'aes-256-cbc'
const key = Buffer.from(process.env.ENCRYPTION_KEY, 'hex')
const iv = crypto.randomBytes(16)
const cipher = crypto.createCipheriv(algorithm, key, iv)
let encrypted = cipher.update(data, 'utf8', 'hex')
encrypted += cipher.final('hex')
return { iv: iv.toString('hex'), encryptedData: encrypted }
}
decryptSensitiveData(encryptedData, iv) {
const algorithm = 'aes-256-cbc'
const key = Buffer.from(process.env.ENCRYPTION_KEY, 'hex')
const decipher = crypto.createDecipheriv(algorithm, key, Buffer.from(iv, 'hex'))
let decrypted = decipher.update(encryptedData, 'hex', 'utf8')
decrypted += decipher.final('utf8')
return decrypted
}
// Add more security-related methods as needed
}
module.exports = new SecurityModule()Best Practices
- Use dependency injection for easier testing and modularity.
- Implement proper error handling and logging in all services.
- Use transactions for operations that involve multiple database updates.
- Implement rate limiting and request validation to prevent abuse.
- Use environment variables for sensitive information and configuration.
- Write unit and integration tests for all services.
- Use async/await for handling asynchronous operations.
- Implement proper input sanitization to prevent injection attacks.
Next Steps
- Implement the Task Prioritization Engine service.
- Develop the Knowledge Graph Module service.
- Create a service for handling asynchronous tasks and background jobs.
- Implement caching strategies for frequently accessed data.
- Set up monitoring and logging for all services.
- Containerize services using Docker for easier deployment and scaling.