feat(docs): Enhance documentation with updated installation instructions and comprehensive usage examples covering advanced features such as deep queries, automatic indexing, and distributed coordination.
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@ -1,5 +1,14 @@
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# Changelog
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# Changelog
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## 2025-03-10 - 5.3.0 - feat(docs)
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Enhance documentation with updated installation instructions and comprehensive usage examples covering advanced features such as deep queries, automatic indexing, and distributed coordination.
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- Added pnpm installation command
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- Updated User model example to include ObjectId, Binary, and custom serialization
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- Expanded CRUD operations examples with cursor methods and deep query support
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- Enhanced sections on EasyStore, real-time data watching with RxJS integration, and managed collections
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- Included detailed examples for transactions, deep object queries, and document lifecycle hooks
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## 2025-02-03 - 5.2.12 - fix(documentation)
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## 2025-02-03 - 5.2.12 - fix(documentation)
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Remove license badge from README
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Remove license badge from README
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345
readme.md
345
readme.md
@ -7,11 +7,17 @@ A powerful TypeScript-first MongoDB wrapper that provides advanced features for
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## Features
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## Features
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- **Type-Safe MongoDB Integration**: Full TypeScript support with decorators for schema definition
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- **Type-Safe MongoDB Integration**: Full TypeScript support with decorators for schema definition
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- **Document Management**: Type-safe CRUD operations with automatic timestamp tracking
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- **EasyStore**: Simple key-value storage with automatic persistence and sharing between instances
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- **EasyStore**: Simple key-value storage with automatic persistence and sharing between instances
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- **Distributed Coordination**: Built-in support for leader election and distributed task management
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- **Distributed Coordination**: Built-in support for leader election and distributed task management
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- **Real-time Data Sync**: Watchers for real-time data changes and synchronization
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- **Real-time Data Sync**: Watchers for real-time data changes with RxJS integration
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- **Connection Management**: Automatic connection handling with connection pooling
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- **Connection Management**: Automatic connection handling with connection pooling
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- **Collection Management**: Type-safe collection operations with automatic indexing
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- **Collection Management**: Type-safe collection operations with automatic indexing
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- **Deep Query Type Safety**: Fully type-safe queries for nested object properties with `DeepQuery<T>`
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- **MongoDB Compatibility**: Support for all MongoDB query operators and advanced features
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- **Enhanced Cursors**: Chainable, type-safe cursor API with memory efficient data processing
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- **Type Conversion**: Automatic handling of MongoDB types like ObjectId and Binary data
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- **Serialization Hooks**: Custom serialization and deserialization of document properties
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## Requirements
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## Requirements
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@ -26,10 +32,14 @@ To install `@push.rocks/smartdata`, use npm:
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npm install @push.rocks/smartdata --save
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npm install @push.rocks/smartdata --save
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```
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```
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This will add `@push.rocks/smartdata` to your project's dependencies.
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Or with pnpm:
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```bash
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pnpm add @push.rocks/smartdata
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```
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## Usage
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## Usage
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`@push.rocks/smartdata` enables efficient data handling and operation management with a focus on using MongoDB. It leverages TypeScript for strong typing and ESM syntax for modern JavaScript usage. Below are various scenarios demonstrating how to utilize this package effectively in a project.
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`@push.rocks/smartdata` enables efficient data handling and operation management with a focus on using MongoDB. It leverages TypeScript for strong typing and ESM syntax for modern JavaScript usage.
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### Setting Up and Connecting to the Database
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### Setting Up and Connecting to the Database
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Before interacting with the database, you need to set up and establish a connection. The `SmartdataDb` class handles connection pooling and automatic reconnection.
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Before interacting with the database, you need to set up and establish a connection. The `SmartdataDb` class handles connection pooling and automatic reconnection.
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@ -54,7 +64,8 @@ await db.init();
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Data models in `@push.rocks/smartdata` are classes that represent collections and documents in your MongoDB database. Use decorators such as `@Collection`, `@unI`, and `@svDb` to define your data models.
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Data models in `@push.rocks/smartdata` are classes that represent collections and documents in your MongoDB database. Use decorators such as `@Collection`, `@unI`, and `@svDb` to define your data models.
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```typescript
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```typescript
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import { SmartDataDbDoc, Collection, unI, svDb } from '@push.rocks/smartdata';
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import { SmartDataDbDoc, Collection, unI, svDb, oid, bin, index } from '@push.rocks/smartdata';
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import { ObjectId } from 'mongodb';
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@Collection(() => db) // Associate this model with the database instance
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@Collection(() => db) // Associate this model with the database instance
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class User extends SmartDataDbDoc<User, User> {
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class User extends SmartDataDbDoc<User, User> {
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@ -65,8 +76,23 @@ class User extends SmartDataDbDoc<User, User> {
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public username: string; // Mark 'username' to be saved in DB
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public username: string; // Mark 'username' to be saved in DB
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@svDb()
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@svDb()
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@index() // Create a regular index for this field
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public email: string; // Mark 'email' to be saved in DB
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public email: string; // Mark 'email' to be saved in DB
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@svDb()
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@oid() // Automatically handle as ObjectId type
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public organizationId: ObjectId; // Will be automatically converted to/from ObjectId
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@svDb()
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@bin() // Automatically handle as Binary data
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public profilePicture: Buffer; // Will be automatically converted to/from Binary
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@svDb({
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serialize: (data) => JSON.stringify(data), // Custom serialization
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deserialize: (data) => JSON.parse(data) // Custom deserialization
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})
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public preferences: Record<string, any>;
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constructor(username: string, email: string) {
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constructor(username: string, email: string) {
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super();
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super();
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this.username = username;
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this.username = username;
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@ -75,7 +101,7 @@ class User extends SmartDataDbDoc<User, User> {
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}
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}
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```
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```
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### Performing CRUD Operations
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### CRUD Operations
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`@push.rocks/smartdata` simplifies CRUD operations with intuitive methods on model instances.
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`@push.rocks/smartdata` simplifies CRUD operations with intuitive methods on model instances.
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#### Create
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#### Create
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@ -91,6 +117,32 @@ const user = await User.getInstance({ username: 'myUsername' });
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// Fetch multiple users that match criteria
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// Fetch multiple users that match criteria
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const users = await User.getInstances({ email: 'myEmail@example.com' });
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const users = await User.getInstances({ email: 'myEmail@example.com' });
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// Using a cursor for large collections
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const cursor = await User.getCursor({ active: true });
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// Process documents one at a time (memory efficient)
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await cursor.forEach(async (user, index) => {
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// Process each user with its position
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console.log(`Processing user ${index}: ${user.username}`);
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});
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// Chain cursor methods like in the MongoDB native driver
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const paginatedCursor = await User.getCursor({ active: true })
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.limit(10) // Limit results
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.skip(20) // Skip first 20 results
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.sort({ createdAt: -1 }); // Sort by creation date descending
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// Convert cursor to array (when you know the result set is small)
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const userArray = await paginatedCursor.toArray();
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// Other cursor operations
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const nextUser = await cursor.next(); // Get the next document
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const hasMoreUsers = await cursor.hasNext(); // Check if more documents exist
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const count = await cursor.count(); // Get the count of documents in the cursor
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// Always close cursors when done with them
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await cursor.close();
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```
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```
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#### Update
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#### Update
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@ -98,6 +150,15 @@ const users = await User.getInstances({ email: 'myEmail@example.com' });
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// Assuming 'user' is an instance of User
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// Assuming 'user' is an instance of User
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user.email = 'newEmail@example.com';
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user.email = 'newEmail@example.com';
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await user.save(); // Update the user in the database
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await user.save(); // Update the user in the database
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// Upsert operations (insert if not exists, update if exists)
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const upsertedUser = await User.upsert(
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{ id: 'user-123' }, // Query to find the user
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{ // Fields to update or insert
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username: 'newUsername',
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email: 'newEmail@example.com'
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}
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);
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```
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```
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#### Delete
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#### Delete
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@ -106,21 +167,39 @@ await user.save(); // Update the user in the database
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await user.delete(); // Delete the user from the database
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await user.delete(); // Delete the user from the database
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```
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```
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### Advanced Features
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## Advanced Features
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#### EasyStore
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### EasyStore
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EasyStore provides a simple key-value storage system with automatic persistence:
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EasyStore provides a simple key-value storage system with automatic persistence:
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```typescript
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```typescript
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// Create an EasyStore instance
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// Create an EasyStore instance with a specific type
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const store = await db.createEasyStore<YourDataType>('store-name');
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interface ConfigStore {
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apiKey: string;
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settings: {
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theme: string;
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notifications: boolean;
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};
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}
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// Write and read data
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// Create a type-safe EasyStore
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await store.writeKey('key', value);
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const store = await db.createEasyStore<ConfigStore>('app-config');
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const value = await store.readKey('key');
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// Write and read data with full type safety
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await store.writeKey('apiKey', 'secret-api-key-123');
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await store.writeKey('settings', { theme: 'dark', notifications: true });
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const apiKey = await store.readKey('apiKey'); // Type: string
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const settings = await store.readKey('settings'); // Type: { theme: string, notifications: boolean }
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// Check if a key exists
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const hasKey = await store.hasKey('apiKey'); // true
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// Delete a key
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await store.deleteKey('apiKey');
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```
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```
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#### Distributed Coordination
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### Distributed Coordination
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Built-in support for distributed systems with leader election:
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Built-in support for distributed systems with leader election:
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```typescript
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```typescript
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@ -134,27 +213,253 @@ await coordinator.start();
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coordinator.on('leadershipChange', (isLeader) => {
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coordinator.on('leadershipChange', (isLeader) => {
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if (isLeader) {
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if (isLeader) {
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// This instance is now the leader
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// This instance is now the leader
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// Run leader-specific tasks
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startPeriodicJobs();
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} else {
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// This instance is no longer the leader
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stopPeriodicJobs();
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}
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}
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});
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});
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// Access leadership status anytime
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if (coordinator.isLeader) {
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// Run leader-only operations
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}
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// Execute a task only on the leader
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await coordinator.executeIfLeader(async () => {
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// This code only runs on the leader instance
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await runImportantTask();
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});
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// Stop coordination when shutting down
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await coordinator.stop();
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```
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```
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#### Real-time Data Watching
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### Real-time Data Watching
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Watch for changes in your collections:
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Watch for changes in your collections with RxJS integration using MongoDB Change Streams:
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```typescript
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```typescript
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const watcher = new SmartdataDbWatcher(collection);
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// Create a watcher for a specific collection with a query filter
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const watcher = await User.watch({
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active: true // Only watch for changes to active users
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}, {
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fullDocument: true, // Include the full document in change notifications
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bufferTimeMs: 100 // Buffer changes for 100ms to reduce notification frequency
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});
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// Subscribe to changes using RxJS
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watcher.changeSubject.subscribe((change) => {
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console.log('Change operation:', change.operationType); // 'insert', 'update', 'delete', etc.
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console.log('Document changed:', change.docInstance); // The full document instance
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// Handle different types of changes
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if (change.operationType === 'insert') {
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console.log('New user created:', change.docInstance.username);
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} else if (change.operationType === 'update') {
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console.log('User updated:', change.docInstance.username);
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} else if (change.operationType === 'delete') {
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console.log('User deleted');
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}
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});
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// Manual observation with event emitter pattern
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watcher.on('change', (change) => {
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watcher.on('change', (change) => {
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console.log('Document changed:', change);
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console.log('Document changed:', change);
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});
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});
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await watcher.start();
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// Stop watching when no longer needed
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await watcher.stop();
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```
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```
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### Conclusion
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### Managed Collections
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With its focus on TypeScript, modern JavaScript syntax, and leveraging MongoDB's features, `@push.rocks/smartdata` offers a powerful toolkit for data handling and operations management in Node.js applications. Its design for ease of use, coupled with advanced features, makes it a versatile choice for developers looking to build efficient and scalable data-driven applications.
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For more complex data models that require additional context:
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For more details on usage and additional features, refer to the [official documentation](https://gitlab.com/push.rocks/smartdata/-/blob/master/README.md) and explore the various classes and methods provided by `@push.rocks/smartdata`.
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```typescript
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@Collection(() => db)
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class ManagedDoc extends SmartDataDbDoc<ManagedDoc, ManagedDoc> {
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@unI()
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public id: string = 'unique-id';
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@svDb()
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public data: string;
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@managed()
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public manager: YourCustomManager;
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// The manager can provide additional functionality
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async specialOperation() {
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return this.manager.doSomethingSpecial(this);
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}
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}
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```
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### Automatic Indexing
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Define indexes directly in your model class:
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```typescript
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@Collection(() => db)
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class Product extends SmartDataDbDoc<Product, Product> {
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@unI() // Unique index
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public id: string = 'product-id';
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@svDb()
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@index() // Regular index for faster queries
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public category: string;
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@svDb()
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@index({ sparse: true }) // Sparse index with options
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public optionalField?: string;
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// Compound indexes can be defined in the collection decorator
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@Collection(() => db, {
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indexMap: {
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compoundIndex: {
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fields: { category: 1, name: 1 },
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options: { background: true }
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}
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}
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})
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}
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```
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### Transaction Support
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Use MongoDB transactions for atomic operations:
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```typescript
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const session = await db.startSession();
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try {
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await session.withTransaction(async () => {
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const user = await User.getInstance({ id: 'user-id' }, { session });
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user.balance -= 100;
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await user.save({ session });
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const recipient = await User.getInstance({ id: 'recipient-id' }, { session });
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recipient.balance += 100;
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await user.save({ session });
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});
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} finally {
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await session.endSession();
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}
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```
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### Deep Object Queries
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SmartData provides fully type-safe deep property queries with the `DeepQuery` type:
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```typescript
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// If your document has nested objects
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class UserProfile extends SmartDataDbDoc<UserProfile, UserProfile> {
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@unI()
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public id: string = 'profile-id';
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@svDb()
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public user: {
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details: {
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firstName: string;
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lastName: string;
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address: {
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city: string;
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country: string;
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}
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}
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};
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}
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// Type-safe string literals for dot notation
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const usersInUSA = await UserProfile.getInstances({
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'user.details.address.country': 'USA'
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});
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// Fully typed deep queries with the DeepQuery type
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import { DeepQuery } from '@push.rocks/smartdata';
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const typedQuery: DeepQuery<UserProfile> = {
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id: 'profile-id',
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'user.details.firstName': 'John',
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'user.details.address.country': 'USA'
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};
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// TypeScript will error if paths are incorrect
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const results = await UserProfile.getInstances(typedQuery);
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// MongoDB query operators are supported
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const operatorQuery: DeepQuery<UserProfile> = {
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'user.details.address.country': 'USA',
|
||||||
|
'user.details.address.city': { $in: ['New York', 'Los Angeles'] }
|
||||||
|
};
|
||||||
|
|
||||||
|
const filteredResults = await UserProfile.getInstances(operatorQuery);
|
||||||
|
```
|
||||||
|
|
||||||
|
### Document Lifecycle Hooks
|
||||||
|
Implement custom logic at different stages of a document's lifecycle:
|
||||||
|
|
||||||
|
```typescript
|
||||||
|
@Collection(() => db)
|
||||||
|
class Order extends SmartDataDbDoc<Order, Order> {
|
||||||
|
@unI()
|
||||||
|
public id: string = 'order-id';
|
||||||
|
|
||||||
|
@svDb()
|
||||||
|
public total: number;
|
||||||
|
|
||||||
|
@svDb()
|
||||||
|
public items: string[];
|
||||||
|
|
||||||
|
// Called before saving the document
|
||||||
|
async beforeSave() {
|
||||||
|
// Calculate total based on items
|
||||||
|
this.total = await calculateTotal(this.items);
|
||||||
|
|
||||||
|
// Validate the document
|
||||||
|
if (this.items.length === 0) {
|
||||||
|
throw new Error('Order must have at least one item');
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Called after the document is saved
|
||||||
|
async afterSave() {
|
||||||
|
// Notify other systems about the saved order
|
||||||
|
await notifyExternalSystems(this);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Called before deleting the document
|
||||||
|
async beforeDelete() {
|
||||||
|
// Check if order can be deleted
|
||||||
|
const canDelete = await checkOrderDeletable(this.id);
|
||||||
|
if (!canDelete) {
|
||||||
|
throw new Error('Order cannot be deleted');
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
```
|
||||||
|
|
||||||
|
## Best Practices
|
||||||
|
|
||||||
|
### Connection Management
|
||||||
|
- Always call `db.init()` before using any database features
|
||||||
|
- Use `db.disconnect()` when shutting down your application
|
||||||
|
- Set appropriate connection pool sizes based on your application's needs
|
||||||
|
|
||||||
|
### Document Design
|
||||||
|
- Use appropriate decorators (`@svDb`, `@unI`, `@index`) to optimize database operations
|
||||||
|
- Implement type-safe models by properly extending `SmartDataDbDoc`
|
||||||
|
- Consider using interfaces to define document structures separately from implementation
|
||||||
|
|
||||||
|
### Performance Optimization
|
||||||
|
- Use cursors for large datasets instead of loading all documents into memory
|
||||||
|
- Create appropriate indexes for frequent query patterns
|
||||||
|
- Use projections to limit the fields returned when you don't need the entire document
|
||||||
|
|
||||||
|
### Distributed Systems
|
||||||
|
- Implement proper error handling for leader election events
|
||||||
|
- Ensure all instances have synchronized clocks when using time-based coordination
|
||||||
|
- Use the distributed coordinator's task management features for coordinated operations
|
||||||
|
|
||||||
|
### Type Safety
|
||||||
|
- Take advantage of the `DeepQuery<T>` type for fully type-safe queries
|
||||||
|
- Define proper types for your document models to enhance IDE auto-completion
|
||||||
|
- Use generic type parameters to specify exact document types when working with collections
|
||||||
|
|
||||||
## Contributing
|
## Contributing
|
||||||
|
|
||||||
|
@ -3,6 +3,6 @@
|
|||||||
*/
|
*/
|
||||||
export const commitinfo = {
|
export const commitinfo = {
|
||||||
name: '@push.rocks/smartdata',
|
name: '@push.rocks/smartdata',
|
||||||
version: '5.2.12',
|
version: '5.3.0',
|
||||||
description: 'An advanced library for NoSQL data organization and manipulation using TypeScript with support for MongoDB, data validation, collections, and custom data types.'
|
description: 'An advanced library for NoSQL data organization and manipulation using TypeScript with support for MongoDB, data validation, collections, and custom data types.'
|
||||||
}
|
}
|
||||||
|
Loading…
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Reference in New Issue
Block a user