825 lines
21 KiB
Markdown
825 lines
21 KiB
Markdown
# @push.rocks/taskbuffer 🚀
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A **powerful**, **flexible**, and **TypeScript-first** task management library for orchestrating asynchronous operations with style. From simple task execution to complex distributed workflows, taskbuffer has got you covered.
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## Install 📦
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```bash
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npm install @push.rocks/taskbuffer --save
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```
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Or with **pnpm** (recommended):
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```bash
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pnpm add @push.rocks/taskbuffer
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```
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## Why taskbuffer? 🤔
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In the modern JavaScript ecosystem, managing asynchronous tasks efficiently is crucial. Whether you're building a data pipeline, managing API rate limits, or orchestrating complex workflows, **@push.rocks/taskbuffer** provides the tools you need:
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- **🎯 TypeScript-first**: Built with TypeScript for TypeScript - enjoy complete type safety and excellent IDE support
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- **⚡ Flexible execution**: From simple tasks to complex parallel workflows with dependencies
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- **🔄 Smart buffering**: Control concurrent executions with intelligent buffer management
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- **⏰ Built-in scheduling**: Cron-based task scheduling without additional dependencies
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- **🎭 Multiple paradigms**: Support for debounced, throttled, and one-time execution patterns
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- **🔌 Extensible**: Clean architecture that's easy to extend and customize
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- **🏃 Zero dependencies on external schedulers**: Everything you need is included
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## Core Concepts 🎓
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### Task
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The fundamental unit of work. A task wraps an asynchronous function and provides powerful execution control.
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### Taskchain
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Sequential task execution - tasks run one after another, with results passed along the chain.
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### Taskparallel
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Parallel task execution - multiple tasks run simultaneously for maximum performance.
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### TaskManager
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Centralized task scheduling and management using cron expressions.
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### TaskDebounced
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Debounced task execution - prevents rapid repeated executions, only running after a quiet period.
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### TaskOnce
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Singleton task execution - ensures a task runs exactly once, perfect for initialization routines.
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## Quick Start 🏁
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### Basic Task Execution
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```typescript
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import { Task } from '@push.rocks/taskbuffer';
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// Create a simple task
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const myTask = new Task({
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name: 'DataProcessor',
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taskFunction: async () => {
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const data = await fetchData();
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return processData(data);
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},
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});
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// Execute the task
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const result = await myTask.trigger();
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```
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## TypeScript Generics Support 🔬
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TaskBuffer leverages TypeScript's powerful generics system for complete type safety across your task chains and workflows.
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### Generic Task Functions
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Tasks support generic type parameters for both input and output types:
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```typescript
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import { Task, ITaskFunction } from '@push.rocks/taskbuffer';
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// Define typed interfaces
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interface UserData {
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id: string;
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name: string;
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email: string;
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}
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interface ProcessedUser {
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userId: string;
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displayName: string;
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normalized: boolean;
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}
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// Create strongly typed tasks
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const processUserTask = new Task<UserData, ProcessedUser>({
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name: 'ProcessUser',
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taskFunction: async (user: UserData): Promise<ProcessedUser> => {
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return {
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userId: user.id,
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displayName: user.name.toUpperCase(),
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normalized: true
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};
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}
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});
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// Type safety enforced at compile time
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const result: ProcessedUser = await processUserTask.trigger({
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id: '123',
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name: 'John Doe',
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email: 'john@example.com'
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});
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```
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### Generic Setup Values
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Tasks can accept setup values through generics, perfect for configuration:
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```typescript
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interface TaskConfig {
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apiEndpoint: string;
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retryCount: number;
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timeout: number;
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}
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const configuredTask = new Task<TaskConfig>({
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name: 'ConfiguredTask',
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taskSetup: async () => ({
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apiEndpoint: 'https://api.example.com',
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retryCount: 3,
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timeout: 5000
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}),
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taskFunction: async (data: any, setupValue: TaskConfig) => {
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// setupValue is fully typed!
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for (let i = 0; i < setupValue.retryCount; i++) {
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try {
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return await fetchWithTimeout(
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setupValue.apiEndpoint,
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setupValue.timeout
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);
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} catch (error) {
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if (i === setupValue.retryCount - 1) throw error;
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}
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}
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}
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});
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```
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### Type-Safe Task Chains
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Chain tasks with preserved type flow:
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```typescript
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// Each task knows its input and output types
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const fetchTask = new Task<void, UserData[]>({
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name: 'FetchUsers',
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taskFunction: async (): Promise<UserData[]> => {
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return await api.getUsers();
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}
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});
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const filterTask = new Task<UserData[], UserData[]>({
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name: 'FilterActive',
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taskFunction: async (users: UserData[]): Promise<UserData[]> => {
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return users.filter(user => user.isActive);
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}
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});
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const mapTask = new Task<UserData[], ProcessedUser[]>({
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name: 'MapToProcessed',
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taskFunction: async (users: UserData[]): Promise<ProcessedUser[]> => {
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return users.map(transformUser);
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}
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});
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// Type safety flows through the chain
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const chain = new Taskchain({
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name: 'UserPipeline',
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taskArray: [fetchTask, filterTask, mapTask]
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});
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const finalResult: ProcessedUser[] = await chain.trigger();
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```
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## Buffer Behavior Deep Dive 🌊
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The buffer system in TaskBuffer provides intelligent control over concurrent executions, preventing system overload while maximizing throughput.
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### How Buffering Works
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When a task is buffered, TaskBuffer manages a queue of executions:
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```typescript
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const bufferedTask = new Task({
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name: 'BufferedOperation',
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taskFunction: async (data) => {
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console.log(`Processing: ${data}`);
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await simulateWork();
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return `Processed: ${data}`;
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},
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buffered: true,
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bufferMax: 3 // Maximum 3 concurrent executions
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});
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// Trigger 10 executions rapidly
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for (let i = 0; i < 10; i++) {
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bufferedTask.trigger(`Item ${i}`);
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}
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// What happens:
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// 1. First 3 tasks start immediately
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// 2. Items 4-10 are queued
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// 3. As each task completes, next queued item starts
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// 4. Never more than 3 tasks running simultaneously
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```
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### Buffer Truncation Behavior
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When buffer limit is reached, new calls are intelligently managed:
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```typescript
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const truncatingTask = new Task({
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name: 'TruncatingBuffer',
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taskFunction: async (data) => {
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await processData(data);
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},
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buffered: true,
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bufferMax: 5 // Maximum 5 in buffer
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});
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// Rapid fire 100 calls
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for (let i = 0; i < 100; i++) {
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truncatingTask.trigger(`Data ${i}`);
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}
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// Buffer behavior:
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// - First 5 calls: Added to buffer and start processing
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// - Calls 6-100: Each overwrites the 5th buffer slot
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// - Result: Only processes items 0,1,2,3, and 99 (last one)
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// - This prevents memory overflow in high-frequency scenarios
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```
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### Advanced Buffer Strategies
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#### 1. **Sliding Window Buffer**
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Perfect for real-time data processing where only recent items matter:
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```typescript
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const slidingWindowTask = new Task({
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name: 'SlidingWindow',
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taskFunction: async (data) => {
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return await analyzeRecentData(data);
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},
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buffered: true,
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bufferMax: 10, // Keep last 10 items
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execDelay: 100 // Process every 100ms
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});
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// In a real-time stream scenario
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dataStream.on('data', (chunk) => {
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slidingWindowTask.trigger(chunk);
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// Older items automatically dropped when buffer full
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});
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```
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#### 2. **Throttled Buffer**
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Combine buffering with execution delays for rate limiting:
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```typescript
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const apiRateLimiter = new Task({
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name: 'RateLimitedAPI',
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taskFunction: async (request) => {
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return await api.call(request);
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},
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buffered: true,
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bufferMax: 10, // Max 10 queued requests
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execDelay: 1000 // 1 second between executions
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});
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// Requests are queued and executed at 1/second
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// Prevents API rate limit violations
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```
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#### 3. **Priority Buffer** (Custom Implementation)
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Implement priority queuing with buffer management:
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```typescript
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class PriorityBufferedTask extends Task {
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private priorityQueue: Array<{data: any, priority: number}> = [];
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constructor(options) {
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super({
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...options,
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taskFunction: async (item) => {
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// Process based on priority
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return await this.processByPriority(item);
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}
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});
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}
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triggerWithPriority(data: any, priority: number) {
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if (this.priorityQueue.length >= this.bufferMax) {
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// Remove lowest priority item if buffer full
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this.priorityQueue.sort((a, b) => b.priority - a.priority);
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this.priorityQueue.pop();
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}
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this.priorityQueue.push({data, priority});
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this.priorityQueue.sort((a, b) => b.priority - a.priority);
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return this.trigger(this.priorityQueue.shift());
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}
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}
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```
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### Buffer Monitoring
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Track buffer utilization and performance:
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```typescript
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const monitoredTask = new Task({
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name: 'MonitoredBuffer',
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taskFunction: async (data) => {
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const startTime = Date.now();
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const result = await processData(data);
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console.log(`Processing time: ${Date.now() - startTime}ms`);
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console.log(`Buffer utilization: ${monitoredTask.bufferRunner.bufferCounter}/${monitoredTask.bufferMax}`);
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return result;
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},
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buffered: true,
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bufferMax: 20
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});
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// Monitor buffer saturation
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setInterval(() => {
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const utilization = (monitoredTask.bufferRunner.bufferCounter / monitoredTask.bufferMax) * 100;
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if (utilization > 80) {
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console.warn(`Buffer near capacity: ${utilization.toFixed(1)}%`);
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}
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}, 1000);
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```
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### Buffer Best Practices
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1. **Choose appropriate buffer sizes**:
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- I/O operations: 5-10 concurrent
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- CPU-intensive: Number of cores
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- API calls: Based on rate limits
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2. **Handle buffer overflow gracefully**:
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```typescript
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const task = new Task({
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taskFunction: async (data) => {
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try {
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return await process(data);
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} catch (error) {
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if (error.code === 'BUFFER_OVERFLOW') {
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// Implement backoff strategy
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await delay(1000);
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return task.trigger(data);
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}
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throw error;
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}
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},
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buffered: true,
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bufferMax: 10
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});
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```
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3. **Monitor and adjust dynamically**:
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```typescript
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// Adjust buffer size based on system load
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const adaptiveTask = new Task({
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name: 'AdaptiveBuffer',
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taskFunction: async (data) => {
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const cpuLoad = await getSystemLoad();
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if (cpuLoad > 0.8) {
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adaptiveTask.bufferMax = Math.max(2, adaptiveTask.bufferMax - 1);
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} else if (cpuLoad < 0.5) {
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adaptiveTask.bufferMax = Math.min(20, adaptiveTask.bufferMax + 1);
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}
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return await process(data);
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},
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buffered: true,
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bufferMax: 10
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});
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```
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### Buffered Execution (Rate Limiting)
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Perfect for API calls or database operations that need throttling:
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```typescript
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const apiTask = new Task({
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name: 'APICall',
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taskFunction: async (endpoint: string) => {
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return await fetch(endpoint);
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},
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buffered: true,
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bufferMax: 3, // Maximum 3 concurrent executions
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execDelay: 1000, // Wait 1 second between executions
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});
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// These will be automatically throttled
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for (let i = 0; i < 10; i++) {
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apiTask.trigger(`/api/data/${i}`);
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}
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```
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### Task Chains - Sequential Workflows
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Build complex workflows where each step depends on the previous:
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```typescript
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import { Task, Taskchain } from '@push.rocks/taskbuffer';
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const fetchTask = new Task({
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name: 'FetchData',
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taskFunction: async () => {
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const response = await fetch('/api/data');
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return response.json();
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},
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});
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const transformTask = new Task({
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name: 'TransformData',
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taskFunction: async (data) => {
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return data.map((item) => ({
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...item,
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processed: true,
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timestamp: Date.now(),
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}));
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},
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});
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const saveTask = new Task({
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name: 'SaveData',
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taskFunction: async (transformedData) => {
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await database.bulkInsert(transformedData);
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return { saved: transformedData.length };
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},
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});
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const workflow = new Taskchain({
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name: 'DataPipeline',
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taskArray: [fetchTask, transformTask, saveTask],
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});
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// Execute the entire chain
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const result = await workflow.trigger();
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console.log(`Processed ${result.saved} items`);
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```
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### Parallel Execution - Maximum Performance
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Execute multiple independent tasks simultaneously:
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```typescript
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import { Task, Taskparallel } from '@push.rocks/taskbuffer';
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const tasks = ['user', 'posts', 'comments'].map(
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(resource) =>
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new Task({
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name: `Fetch${resource}`,
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taskFunction: async () => {
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const data = await fetch(`/api/${resource}`);
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return data.json();
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},
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}),
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);
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const parallelFetch = new Taskparallel({
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taskArray: tasks,
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});
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// All tasks execute simultaneously
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const [users, posts, comments] = await parallelFetch.trigger();
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```
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### Scheduled Tasks with TaskManager
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Run tasks on a schedule using cron expressions:
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```typescript
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import { Task, TaskManager } from '@push.rocks/taskbuffer';
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const backupTask = new Task({
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name: 'DatabaseBackup',
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taskFunction: async () => {
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await performBackup();
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console.log(`Backup completed at ${new Date().toISOString()}`);
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},
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});
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const manager = new TaskManager();
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// Add and schedule tasks
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manager.addAndScheduleTask(backupTask, '0 0 * * *'); // Daily at midnight
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manager.addAndScheduleTask(healthCheck, '*/5 * * * *'); // Every 5 minutes
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// Start the scheduler
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manager.start();
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// Later... stop if needed
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manager.stop();
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```
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### Debounced Tasks - Smart Throttling
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Prevent task spam with intelligent debouncing:
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```typescript
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import { TaskDebounced } from '@push.rocks/taskbuffer';
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const saveTask = new TaskDebounced({
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name: 'AutoSave',
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taskFunction: async (content: string) => {
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await saveToDatabase(content);
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console.log('Content saved');
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},
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debounceTimeInMillis: 2000, // Wait 2 seconds of inactivity
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});
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// Rapid calls will be debounced
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input.addEventListener('input', (e) => {
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saveTask.trigger(e.target.value);
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});
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```
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### One-Time Tasks - Initialize Once
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Ensure initialization code runs exactly once:
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```typescript
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import { TaskOnce } from '@push.rocks/taskbuffer';
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const initTask = new TaskOnce({
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name: 'SystemInitialization',
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taskFunction: async () => {
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await database.connect();
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await cache.initialize();
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await loadConfiguration();
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console.log('System initialized');
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},
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});
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// Safe to call multiple times - only runs once
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await initTask.trigger();
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await initTask.trigger(); // This won't run again
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```
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## Advanced Features 🔥
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### Task Dependencies with Pre/Post Hooks
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Create sophisticated task relationships:
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```typescript
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const validationTask = new Task({
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name: 'ValidateInput',
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taskFunction: async (data) => {
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if (!isValid(data)) {
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throw new Error('Validation failed');
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}
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return data;
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},
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});
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const mainTask = new Task({
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name: 'ProcessData',
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taskFunction: async (data) => {
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return await complexProcessing(data);
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},
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preTask: validationTask, // Runs before main task
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afterTask: cleanupTask, // Runs after main task
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});
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```
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### Task Runners - Distributed Execution
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The TaskRunner system enables distributed task execution across multiple workers:
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```typescript
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import { TaskRunner } from '@push.rocks/taskbuffer';
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const runner = new TaskRunner({
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name: 'WorkerNode1',
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maxConcurrentTasks: 5,
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});
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// Register tasks this runner can handle
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runner.registerTask(dataProcessingTask);
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runner.registerTask(imageResizeTask);
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// Start processing
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runner.start();
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```
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### Buffer Management Strategies
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Fine-tune concurrent execution behavior:
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```typescript
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const task = new Task({
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name: 'ResourceIntensive',
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taskFunction: async () => {
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/* ... */
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},
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buffered: true,
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bufferMax: 5, // Max 5 concurrent
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execDelay: 100, // 100ms between starts
|
|
timeout: 30000, // 30 second timeout
|
|
});
|
|
```
|
|
|
|
### Cycle Detection and Prevention
|
|
|
|
TaskBuffer automatically detects and prevents circular dependencies:
|
|
|
|
```typescript
|
|
const taskA = new Task({
|
|
name: 'TaskA',
|
|
taskFunction: async () => {
|
|
/* ... */
|
|
},
|
|
preTask: taskB, // This would create a cycle
|
|
});
|
|
|
|
const taskB = new Task({
|
|
name: 'TaskB',
|
|
taskFunction: async () => {
|
|
/* ... */
|
|
},
|
|
preTask: taskA, // Circular dependency detected!
|
|
});
|
|
```
|
|
|
|
### Dynamic Task Creation
|
|
|
|
Create tasks on-the-fly based on runtime conditions:
|
|
|
|
```typescript
|
|
const dynamicWorkflow = async (config: Config) => {
|
|
const tasks = config.steps.map(
|
|
(step) =>
|
|
new Task({
|
|
name: step.name,
|
|
taskFunction: async (input) => {
|
|
return await processStep(step, input);
|
|
},
|
|
}),
|
|
);
|
|
|
|
const chain = new Taskchain({
|
|
name: 'DynamicWorkflow',
|
|
taskArray: tasks,
|
|
});
|
|
|
|
return await chain.trigger();
|
|
};
|
|
```
|
|
|
|
## API Reference 📚
|
|
|
|
### Task Options
|
|
|
|
| Option | Type | Description |
|
|
| -------------- | ---------- | ------------------------------ |
|
|
| `name` | `string` | Unique identifier for the task |
|
|
| `taskFunction` | `Function` | Async function to execute |
|
|
| `buffered` | `boolean` | Enable buffer management |
|
|
| `bufferMax` | `number` | Maximum concurrent executions |
|
|
| `execDelay` | `number` | Delay between executions (ms) |
|
|
| `timeout` | `number` | Task timeout (ms) |
|
|
| `preTask` | `Task` | Task to run before |
|
|
| `afterTask` | `Task` | Task to run after |
|
|
|
|
### TaskManager Methods
|
|
|
|
| Method | Description |
|
|
| ------------------------------- | ------------------------ |
|
|
| `addTask(task, cronExpression)` | Add and schedule a task |
|
|
| `removeTask(taskName)` | Remove a scheduled task |
|
|
| `start()` | Start the scheduler |
|
|
| `stop()` | Stop the scheduler |
|
|
| `getStats()` | Get execution statistics |
|
|
|
|
### Taskchain Methods
|
|
|
|
| Method | Description |
|
|
| ----------------------- | ---------------------- |
|
|
| `addTask(task)` | Add task to chain |
|
|
| `removeTask(taskName)` | Remove task from chain |
|
|
| `trigger(initialValue)` | Execute the chain |
|
|
| `reset()` | Reset chain state |
|
|
|
|
## Performance Tips 🏎️
|
|
|
|
1. **Use buffering for I/O operations**: Prevents overwhelming external services
|
|
2. **Leverage parallel execution**: When tasks are independent, run them simultaneously
|
|
3. **Implement proper error handling**: Use try-catch in task functions
|
|
4. **Monitor task execution**: Use the built-in stats and logging
|
|
5. **Set appropriate timeouts**: Prevent hanging tasks from blocking your system
|
|
|
|
## Error Handling 🛡️
|
|
|
|
```typescript
|
|
const robustTask = new Task({
|
|
name: 'RobustOperation',
|
|
taskFunction: async (input) => {
|
|
try {
|
|
return await riskyOperation(input);
|
|
} catch (error) {
|
|
// Log error
|
|
console.error(`Task failed: ${error.message}`);
|
|
|
|
// Optionally retry
|
|
if (error.retryable) {
|
|
return await riskyOperation(input);
|
|
}
|
|
|
|
// Or return default value
|
|
return defaultValue;
|
|
}
|
|
},
|
|
timeout: 5000, // Fail if takes longer than 5 seconds
|
|
});
|
|
```
|
|
|
|
## Real-World Examples 🌍
|
|
|
|
### API Rate Limiting
|
|
|
|
```typescript
|
|
const apiClient = new Task({
|
|
name: 'RateLimitedAPI',
|
|
taskFunction: async (endpoint: string) => {
|
|
return await fetch(`https://api.example.com${endpoint}`);
|
|
},
|
|
buffered: true,
|
|
bufferMax: 10, // 10 requests
|
|
execDelay: 100, // Per 100ms = 100 req/s max
|
|
});
|
|
```
|
|
|
|
### Database Migration Pipeline
|
|
|
|
```typescript
|
|
const migrationChain = new Taskchain({
|
|
name: 'DatabaseMigration',
|
|
taskArray: [
|
|
backupTask,
|
|
schemaUpdateTask,
|
|
dataTransformTask,
|
|
validationTask,
|
|
cleanupTask,
|
|
],
|
|
});
|
|
```
|
|
|
|
### Microservice Health Monitoring
|
|
|
|
```typescript
|
|
const healthMonitor = new TaskManager();
|
|
|
|
services.forEach((service) => {
|
|
const healthCheck = new Task({
|
|
name: `HealthCheck:${service.name}`,
|
|
taskFunction: async () => {
|
|
const healthy = await checkHealth(service.url);
|
|
if (!healthy) {
|
|
await alertOps(service);
|
|
}
|
|
},
|
|
});
|
|
|
|
healthMonitor.addAndScheduleTask(healthCheck, '*/1 * * * *'); // Every minute
|
|
});
|
|
```
|
|
|
|
## Testing 🧪
|
|
|
|
```typescript
|
|
import { expect, tap } from '@git.zone/tstest';
|
|
import { Task } from '@push.rocks/taskbuffer';
|
|
|
|
tap.test('should execute task successfully', async () => {
|
|
const result = await myTask.trigger();
|
|
expect(result).toEqual(expectedValue);
|
|
});
|
|
|
|
tap.start();
|
|
```
|
|
|
|
## Contributing 🤝
|
|
|
|
We welcome contributions! Please see our [Contributing Guide](CONTRIBUTING.md) for details.
|
|
|
|
## Support 💬
|
|
|
|
- 📧 Email: [hello@task.vc](mailto:hello@task.vc)
|
|
- 🐛 Issues: [GitHub Issues](https://github.com/push-rocks/taskbuffer/issues)
|
|
- 📖 Docs: [Documentation](https://code.foss.global/push.rocks/taskbuffer)
|
|
|
|
## License and Legal Information
|
|
|
|
This repository contains open-source code that is licensed under the MIT License. A copy of the MIT License can be found in the [license](license) file within this repository.
|
|
|
|
**Please note:** The MIT License does not grant permission to use the trade names, trademarks, service marks, or product names of the project, except as required for reasonable and customary use in describing the origin of the work and reproducing the content of the NOTICE file.
|
|
|
|
### Trademarks
|
|
|
|
This project is owned and maintained by Task Venture Capital GmbH. The names and logos associated with Task Venture Capital GmbH and any related products or services are trademarks of Task Venture Capital GmbH and are not included within the scope of the MIT license granted herein. Use of these trademarks must comply with Task Venture Capital GmbH's Trademark Guidelines, and any usage must be approved in writing by Task Venture Capital GmbH.
|
|
|
|
### Company Information
|
|
|
|
Task Venture Capital GmbH
|
|
Registered at District court Bremen HRB 35230 HB, Germany
|
|
|
|
For any legal inquiries or if you require further information, please contact us via email at hello@task.vc.
|
|
|
|
By using this repository, you acknowledge that you have read this section, agree to comply with its terms, and understand that the licensing of the code does not imply endorsement by Task Venture Capital GmbH of any derivative works.
|