/**
 * Reachability Optimization Benchmark
 * 
 * This benchmark tests the performance improvements from implementing
 * 2-hop labeling and tree-cover indexing based on the reachability papers.
 */

import { Arbiter } from '../src/core/Arbiter.js';

class ReachabilityOptimizationBenchmark {
  constructor() {
    this.arbiter = new Arbiter({
      fastConstructionMode: true,
      lazyStaleMarking: true
    });
    
    this.results = {
      traditional: {},
      twoHop: {},
      treeCover: {},
      hybrid: {}
    };
  }

  /**
   * Setup test data with various graph structures
   */
  setupTestData() {
    console.log('🏗️  Setting up test data...');
    
    // Create nodes
    const users = [];
    const groups = [];
    const projects = [];
    const documents = [];
    
    // Create users
    for (let i = 0; i < 1000; i++) {
      const userKey = `user_${i}`;
      this.arbiter.addNode(userKey, 'user', { name: `User ${i}` });
      users.push(userKey);
    }
    
    // Create groups
    for (let i = 0; i < 100; i++) {
      const groupKey = `group_${i}`;
      this.arbiter.addNode(groupKey, 'group', { name: `Group ${i}` });
      groups.push(groupKey);
    }
    
    // Create projects
    for (let i = 0; i < 50; i++) {
      const projectKey = `project_${i}`;
      this.arbiter.addNode(projectKey, 'project', { name: `Project ${i}` });
      projects.push(projectKey);
    }
    
    // Create documents
    for (let i = 0; i < 200; i++) {
      const docKey = `doc_${i}`;
      this.arbiter.addNode(docKey, 'document', { name: `Document ${i}` });
      documents.push(docKey);
    }
    
    // Create hierarchical relationships
    this._createHierarchicalRelations(users, groups, projects, documents);
    
    // Create cross-cutting relationships
    this._createCrossCuttingRelations(users, groups, projects, documents);
    
    console.log(`✅ Created ${this.arbiter.nodes.size} nodes and ${this.arbiter.relations.length} relations`);
  }

  /**
   * Create hierarchical relationships (users -> groups -> projects -> documents)
   */
  _createHierarchicalRelations(users, groups, projects, documents) {
    // Users join groups
    for (let i = 0; i < users.length; i++) {
      const user = users[i];
      const groupIndex = Math.floor(Math.random() * groups.length);
      const group = groups[groupIndex];
      this.arbiter.addRelation(user, 'member_of', group, { possibility: 1.0 });
    }
    
    // Groups own projects
    for (let i = 0; i < groups.length; i++) {
      const group = groups[i];
      const projectCount = Math.floor(Math.random() * 3) + 1; // 1-3 projects per group
      for (let j = 0; j < projectCount; j++) {
        const projectIndex = Math.floor(Math.random() * projects.length);
        const project = projects[projectIndex];
        this.arbiter.addRelation(group, 'owns', project, { possibility: 1.0 });
      }
    }
    
    // Projects contain documents
    for (let i = 0; i < projects.length; i++) {
      const project = projects[i];
      const docCount = Math.floor(Math.random() * 5) + 1; // 1-5 docs per project
      for (let j = 0; j < docCount; j++) {
        const docIndex = Math.floor(Math.random() * documents.length);
        const doc = documents[docIndex];
        this.arbiter.addRelation(project, 'contains', doc, { possibility: 1.0 });
      }
    }
  }

  /**
   * Create cross-cutting relationships
   */
  _createCrossCuttingRelations(users, groups, projects, documents) {
    // Some users have direct access to projects
    for (let i = 0; i < 50; i++) {
      const user = users[Math.floor(Math.random() * users.length)];
      const project = projects[Math.floor(Math.random() * projects.length)];
      this.arbiter.addRelation(user, 'direct_access', project, { possibility: 1.0 });
    }
    
    // Some groups have cross-project access
    for (let i = 0; i < 20; i++) {
      const group = groups[Math.floor(Math.random() * groups.length)];
      const project = projects[Math.floor(Math.random() * projects.length)];
      this.arbiter.addRelation(group, 'cross_access', project, { possibility: 1.0 });
    }
  }

  /**
   * Benchmark traditional reachability (basic traversal)
   */
  async benchmarkTraditional() {
    console.log('🔍 Benchmarking traditional reachability...');
    
    const queries = this._generateTestQueries(1000);
    const startTime = Date.now();
    
    let results = 0;
    for (const query of queries) {
      const isReachable = this._traditionalReachability(query.source, query.target);
      if (isReachable) results++;
    }
    
    const endTime = Date.now();
    const duration = endTime - startTime;
    
    this.results.traditional = {
      duration,
      queries: queries.length,
      results,
      qps: Math.round((queries.length / duration) * 1000),
      averageTime: duration / queries.length
    };
    
    console.log(`✅ Traditional: ${this.results.traditional.qps} QPS, ${this.results.traditional.averageTime.toFixed(3)}ms avg`);
  }

  /**
   * Benchmark 2-hop indexing
   */
  async benchmarkTwoHop() {
    console.log('🔍 Benchmarking 2-hop indexing...');
    
    // Initialize 2-hop index
    const initStart = Date.now();
    await this.arbiter.initializeReachabilityChecker({ strategy: 'twohop' });
    const initTime = Date.now() - initStart;
    
    const queries = this._generateTestQueries(1000);
    const startTime = Date.now();
    
    let results = 0;
    for (const query of queries) {
      const isReachable = this.arbiter.isReachable(query.source, query.target);
      if (isReachable) results++;
    }
    
    const endTime = Date.now();
    const duration = endTime - startTime;
    
    this.results.twoHop = {
      initTime,
      duration,
      queries: queries.length,
      results,
      qps: Math.round((queries.length / duration) * 1000),
      averageTime: duration / queries.length,
      stats: this.arbiter.getReachabilityStats()
    };
    
    console.log(`✅ 2-hop: ${this.results.twoHop.qps} QPS, ${this.results.twoHop.averageTime.toFixed(3)}ms avg, init: ${initTime}ms`);
  }

  /**
   * Benchmark tree-cover indexing
   */
  async benchmarkTreeCover() {
    console.log('🔍 Benchmarking tree-cover indexing...');
    
    // Initialize tree-cover index
    const initStart = Date.now();
    await this.arbiter.initializeReachabilityChecker({ strategy: 'treecover' });
    const initTime = Date.now() - initStart;
    
    const queries = this._generateTestQueries(1000);
    const startTime = Date.now();
    
    let results = 0;
    for (const query of queries) {
      const isReachable = this.arbiter.isReachable(query.source, query.target);
      if (isReachable) results++;
    }
    
    const endTime = Date.now();
    const duration = endTime - startTime;
    
    this.results.treeCover = {
      initTime,
      duration,
      queries: queries.length,
      results,
      qps: Math.round((queries.length / duration) * 1000),
      averageTime: duration / queries.length,
      stats: this.arbiter.getReachabilityStats()
    };
    
    console.log(`✅ Tree-cover: ${this.results.treeCover.qps} QPS, ${this.results.treeCover.averageTime.toFixed(3)}ms avg, init: ${initTime}ms`);
  }

  /**
   * Benchmark hybrid approach
   */
  async benchmarkHybrid() {
    console.log('🔍 Benchmarking hybrid approach...');
    
    // Initialize hybrid index
    const initStart = Date.now();
    await this.arbiter.initializeReachabilityChecker({ strategy: 'hybrid' });
    const initTime = Date.now() - initStart;
    
    const queries = this._generateTestQueries(1000);
    const startTime = Date.now();
    
    let results = 0;
    for (const query of queries) {
      const isReachable = this.arbiter.isReachable(query.source, query.target);
      if (isReachable) results++;
    }
    
    const endTime = Date.now();
    const duration = endTime - startTime;
    
    this.results.hybrid = {
      initTime,
      duration,
      queries: queries.length,
      results,
      qps: Math.round((queries.length / duration) * 1000),
      averageTime: duration / queries.length,
      stats: this.arbiter.getReachabilityStats()
    };
    
    console.log(`✅ Hybrid: ${this.results.hybrid.qps} QPS, ${this.results.hybrid.averageTime.toFixed(3)}ms avg, init: ${initTime}ms`);
  }

  /**
   * Traditional reachability using basic BFS
   */
  _traditionalReachability(sourceKey, targetKey) {
    if (sourceKey === targetKey) return true;
    
    const visited = new Set();
    const queue = [sourceKey];
    visited.add(sourceKey);
    
    while (queue.length > 0) {
      const current = queue.shift();
      
      // Find outgoing relations
      const outgoing = this.arbiter.relations.filter(r => {
        const srcKey = this.arbiter.keyByNodeId.get(r.src);
        return srcKey === current;
      });
      
      for (const relation of outgoing) {
        const nextKey = this.arbiter.keyByNodeId.get(relation.dst);
        if (nextKey === targetKey) return true;
        if (!visited.has(nextKey)) {
          visited.add(nextKey);
          queue.push(nextKey);
        }
      }
    }
    
    return false;
  }

  /**
   * Generate test queries
   */
  _generateTestQueries(count) {
    const queries = [];
    const allKeys = Array.from(this.arbiter.nodes.keys());
    
    for (let i = 0; i < count; i++) {
      const source = allKeys[Math.floor(Math.random() * allKeys.length)];
      const target = allKeys[Math.floor(Math.random() * allKeys.length)];
      queries.push({ source, target });
    }
    
    return queries;
  }

  /**
   * Run all benchmarks
   */
  async runBenchmarks() {
    console.log('🚀 Starting Reachability Optimization Benchmarks\n');
    
    // Setup test data
    this.setupTestData();
    
    // Run benchmarks
    await this.benchmarkTraditional();
    await this.benchmarkTwoHop();
    await this.benchmarkTreeCover();
    await this.benchmarkHybrid();
    
    // Print results
    this.printResults();
  }

  /**
   * Print benchmark results
   */
  printResults() {
    console.log('\n📊 Reachability Optimization Results\n');
    
    const methods = ['traditional', 'twoHop', 'treeCover', 'hybrid'];
    const methodNames = ['Traditional', '2-Hop', 'Tree-Cover', 'Hybrid'];
    
    console.log('Method                | QPS      | Avg Time | Init Time | Speedup');
    console.log('----------------------|----------|----------|-----------|--------');
    
    const baselineQps = this.results.traditional.qps;
    
    for (let i = 0; i < methods.length; i++) {
      const method = methods[i];
      const result = this.results[method];
      const speedup = result.qps / baselineQps;
      const initTime = result.initTime ? `${result.initTime}ms` : 'N/A';
      
      console.log(
        `${methodNames[i].padEnd(20)} | ${result.qps.toString().padStart(8)} | ${result.averageTime.toFixed(3)}ms`.padEnd(8) + 
        ` | ${initTime.padStart(9)} | ${speedup.toFixed(2)}x`
      );
    }
    
    console.log('\n🎯 Key Insights:');
    
    // Find best performer
    const bestMethod = methods.reduce((best, method) => 
      this.results[method].qps > this.results[best].qps ? method : best
    );
    
    const bestSpeedup = this.results[bestMethod].qps / baselineQps;
    console.log(`• Best performer: ${methodNames[methods.indexOf(bestMethod)]} (${bestSpeedup.toFixed(2)}x speedup)`);
    
    // Memory usage insights
    if (this.results.twoHop.stats) {
      console.log(`• 2-hop index size: ${this.results.twoHop.stats.twoHopStats?.labelSize || 'N/A'} labels`);
    }
    
    if (this.results.treeCover.stats) {
      console.log(`• Tree-cover trees: ${this.results.treeCover.stats.treeCoverStats?.treeCount || 'N/A'}`);
    }
    
    console.log(`• Total queries: ${this.results.traditional.queries}`);
    console.log(`• Graph size: ${this.arbiter.nodes.size} nodes, ${this.arbiter.relations.length} edges`);
  }
}

// Run the benchmark
const benchmark = new ReachabilityOptimizationBenchmark();
benchmark.runBenchmarks().catch(console.error);