advanced-search-library/examples/flexible-data.js

Intelligent search library with typo correction, autocomplete, and flexible data structure support

/**
 * Advanced Search Library - Flexible Data Structure Example
 * 
 * @author Rıdvan Sevindik <sevindikbusiness@gmail.com>
 * @github https://github.com/Ridvan0
 * @linkedin https://www.linkedin.com/in/ridvansevindik/
 */

const AdvancedSearch = require('../src/AdvancedSearch');

console.log('🔍 Advanced Search Library - Flexible Data Structures\n');

// Example 1: E-commerce Products
console.log('1. E-commerce Products:');
const ecommerceSearch = new AdvancedSearch();

const products = [
    {
        id: 1,
        title: "Wireless Headphones",
        description: "High-quality bluetooth headphones with noise cancellation",
        brand: "Sony",
        category: "Electronics",
        price: 299,
        rating: 4.5,
        features: ["bluetooth", "noise-cancelling", "wireless"],
        specifications: "Battery life: 30 hours, Range: 10 meters"
    },
    {
        id: 2,
        name: "Running Shoes",
        details: "Comfortable athletic shoes for daily running",
        manufacturer: "Nike",
        type: "Footwear",
        cost: 150,
        score: 4.8,
        attributes: ["comfortable", "athletic", "durable"],
        info: "Size range: 6-13, Weight: 280g"
    }
];

ecommerceSearch.addData(products);
const productResults = ecommerceSearch.search('wireless');
console.log(`   "wireless" search found ${productResults.length} results`);
productResults.forEach(item => {
    const name = item.title || item.name;
    const price = item.price || item.cost;
    console.log(`   - ${name} - $${price}`);
});

// Example 2: Blog Posts/Articles
console.log('\n2. Blog Posts/Articles:');
const blogSearch = new AdvancedSearch({
    customFields: [
        { field: 'title', priority: 20, exact: 40 },
        { field: 'content', priority: 10, exact: 20 },
        { field: 'summary', priority: 15, exact: 25 },
        { field: 'tags', priority: 12, exact: 20 },
        { field: 'category', priority: 8, exact: 15 }
    ]
});

const articles = [
    {
        id: 1,
        title: "Getting Started with JavaScript",
        content: "JavaScript is a versatile programming language used for web development...",
        summary: "Introduction to JavaScript programming fundamentals",
        author: "John Doe",
        category: "Programming",
        tags: ["javascript", "programming", "web development", "tutorial"],
        publishDate: "2024-01-15"
    },
    {
        id: 2,
        title: "Advanced React Patterns",
        content: "Learn advanced patterns in React for building scalable applications...",
        summary: "Deep dive into React patterns and best practices",
        author: "Jane Smith",
        category: "Web Development",
        tags: ["react", "javascript", "patterns", "advanced"],
        publishDate: "2024-01-20"
    }
];

blogSearch.addData(articles);
const articleResults = blogSearch.search('javascript');
console.log(`   "javascript" search found ${articleResults.length} results`);
articleResults.forEach(item => {
    console.log(`   - ${item.title} (Score: ${item.relevanceScore})`);
});

// Example 3: User Profiles
console.log('\n3. User Profiles:');
const userSearch = new AdvancedSearch();

const users = [
    {
        id: 1,
        username: "john_dev",
        fullName: "John Developer",
        bio: "Full-stack developer specializing in React and Node.js",
        skills: ["JavaScript", "React", "Node.js", "MongoDB"],
        location: "San Francisco",
        experience: "5 years",
        company: "Tech Corp"
    },
    {
        id: 2,
        handle: "design_guru",
        displayName: "Sarah Designer",
        about: "UI/UX designer with passion for minimalist design",
        expertise: ["UI Design", "UX Research", "Figma", "Sketch"],
        city: "New York",
        yearsExp: "3 years",
        workplace: "Design Studio"
    }
];

userSearch.addData(users);
const userResults = userSearch.search('developer');
console.log(`   "developer" search found ${userResults.length} results`);
userResults.forEach(item => {
    const name = item.fullName || item.displayName;
    const username = item.username || item.handle;
    console.log(`   - ${name} (@${username})`);
});

// Example 4: Recipe Database
console.log('\n4. Recipe Database:');
const recipeSearch = new AdvancedSearch();

const recipes = [
    {
        id: 1,
        recipeName: "Chocolate Chip Cookies",
        instructions: "Mix flour, sugar, and chocolate chips. Bake for 12 minutes.",
        ingredients: ["flour", "sugar", "chocolate chips", "butter", "eggs"],
        cuisine: "American",
        difficulty: "Easy",
        cookingTime: "25 minutes",
        servings: 24
    },
    {
        id: 2,
        dishName: "Spaghetti Carbonara",
        directions: "Cook pasta, mix with eggs, cheese, and pancetta",
        components: ["spaghetti", "eggs", "parmesan", "pancetta", "pepper"],
        origin: "Italian",
        level: "Medium",
        prepTime: "20 minutes",
        portions: 4
    }
];

recipeSearch.addData(recipes);
const recipeResults = recipeSearch.search('chocolate');
console.log(`   "chocolate" search found ${recipeResults.length} results`);
recipeResults.forEach(item => {
    const name = item.recipeName || item.dishName;
    const time = item.cookingTime || item.prepTime;
    console.log(`   - ${name} (${time})`);
});

// Example 5: Movie Database
console.log('\n5. Movie Database:');
const movieSearch = new AdvancedSearch({
    customFields: [
        { field: 'title', priority: 25, exact: 50 },
        { field: 'plot', priority: 10, exact: 15 },
        { field: 'genre', priority: 15, exact: 25 },
        { field: 'actors', priority: 12, exact: 20 },
        { field: 'director', priority: 8, exact: 15 }
    ]
});

const movies = [
    {
        id: 1,
        title: "The Matrix",
        plot: "A computer programmer discovers reality is a simulation",
        genre: ["Action", "Sci-Fi"],
        actors: ["Keanu Reeves", "Laurence Fishburne", "Carrie-Anne Moss"],
        director: "The Wachowskis",
        year: 1999,
        rating: 8.7,
        duration: "136 minutes"
    },
    {
        id: 2,
        title: "Inception",
        plot: "A thief enters people's dreams to steal secrets",
        genre: ["Action", "Thriller", "Sci-Fi"],
        actors: ["Leonardo DiCaprio", "Marion Cotillard", "Tom Hardy"],
        director: "Christopher Nolan",
        year: 2010,
        rating: 8.8,
        duration: "148 minutes"
    }
];

movieSearch.addData(movies);
const movieResults = movieSearch.search('sci-fi simulation');
console.log(`   "sci-fi simulation" search found ${movieResults.length} results`);
movieResults.forEach(item => {
    console.log(`   - ${item.title} (${item.year}) - Rating: ${item.rating}`);
});

// Demonstrate auto field detection
console.log('\n🔍 Auto Field Detection Results:');
const searches = [ecommerceSearch, blogSearch, userSearch, recipeSearch, movieSearch];
const datasets = ['E-commerce', 'Blog', 'User', 'Recipe', 'Movie'];

searches.forEach((search, index) => {
    console.log(`   ${datasets[index]} fields: ${search.searchableFields.map(f => f.field).join(', ')}`);
});

// Cross-dataset search comparison
console.log('\n🔄 Cross-Dataset Search Comparison:');
const searchTerm = 'javascript';

searches.forEach((search, index) => {
    const results = search.search(searchTerm);
    console.log(`   ${datasets[index]} dataset: ${results.length} results for "${searchTerm}"`);
});

// Performance with different data structures
console.log('\n⚡ Performance Comparison:');
searches.forEach((search, index) => {
    const startTime = performance.now();
    search.search('test');
    const endTime = performance.now();
    console.log(`   ${datasets[index]}: ${(endTime - startTime).toFixed(2)}ms`);
});

console.log('\n✅ Flexible data structure example completed!');
console.log('   The library successfully adapted to 5 different data structures.');