proffesor-for-testing__agentic-qe/tests/integration/agentdb/agent-execution.test.ts

/**
 * AgentDB End-to-End Agent Execution Integration Tests
 *
 * Tests complete agent workflow with AgentDB integration:
 * - Agent executes real task
 * - Patterns stored in actual database
 * - Embeddings generated with real neural network
 * - QUIC sync occurs across network
 * - Neural training completed with RL algorithm
 *
 * This verifies the ENTIRE stack works, not just individual components.
 */

import { describe, it, expect, beforeAll, afterAll } from '@jest/globals';
import { TestGeneratorAgent } from '@agents/TestGeneratorAgent';
import { CoverageAnalyzerAgent } from '@agents/CoverageAnalyzerAgent';
import { AgentDBManager, AgentDBConfig } from '@core/memory/AgentDBManager';
import { EventBus } from '@core/EventBus';
import { MemoryManager } from '@core/MemoryManager';
import { AgentId, TaskAssignment } from '@typessrc/types';
import Database from 'better-sqlite3';
import * as fs from 'fs';
import * as path from 'path';
import { createSeededRandom } from '../../../src/utils/SeededRandom';

describe('AgentDB End-to-End Agent Execution', () => {
  let agentDB1: AgentDBManager;
  let agentDB2: AgentDBManager;
  let testAgent: TestGeneratorAgent;
  let coverageAgent: CoverageAnalyzerAgent;
  let eventBus: EventBus;
  let memoryManager: MemoryManager;

  const TEST_DATA_DIR = path.join(__dirname, '../../fixtures/agentdb');
  const DB_PATH_1 = path.join(TEST_DATA_DIR, 'e2e-agent-1.db');
  const DB_PATH_2 = path.join(TEST_DATA_DIR, 'e2e-agent-2.db');
  const BASE_PORT = 24433;

  beforeAll(async () => {
    if (!fs.existsSync(TEST_DATA_DIR)) {
      fs.mkdirSync(TEST_DATA_DIR, { recursive: true });
    }

    // Clean up old databases
    [DB_PATH_1, DB_PATH_2].forEach(dbPath => {
      if (fs.existsSync(dbPath)) {
        fs.unlinkSync(dbPath);
      }
    });

    // Initialize shared services
    eventBus = new EventBus();
    memoryManager = new MemoryManager();

    // Initialize two AgentDB instances for QUIC sync testing
    const config1: AgentDBConfig = {
      dbPath: DB_PATH_1,
      enableQUICSync: true,
      syncPort: BASE_PORT,
      syncPeers: [`localhost:${BASE_PORT + 1}`],
      enableLearning: true,
      enableReasoning: true,
      cacheSize: 500,
      quantizationType: 'scalar',
      syncInterval: 200
    };

    const config2: AgentDBConfig = {
      dbPath: DB_PATH_2,
      enableQUICSync: true,
      syncPort: BASE_PORT + 1,
      syncPeers: [`localhost:${BASE_PORT}`],
      enableLearning: true,
      enableReasoning: true,
      cacheSize: 500,
      quantizationType: 'scalar',
      syncInterval: 200
    };

    agentDB1 = new AgentDBManager(config1);
    agentDB2 = new AgentDBManager(config2);

    await agentDB1.initialize();
    await agentDB2.initialize();

    // Wait for QUIC connection
    await new Promise(resolve => setTimeout(resolve, 500));

    // Initialize agents
    const testAgentId: AgentId = {
      type: 'qe-test-generator',
      instanceId: 'e2e-test-001'
    };

    const coverageAgentId: AgentId = {
      type: 'qe-coverage-analyzer',
      instanceId: 'e2e-coverage-001'
    };

    testAgent = new TestGeneratorAgent(testAgentId, eventBus, memoryManager, {
      agentDBManager: agentDB1
    });

    coverageAgent = new CoverageAnalyzerAgent(coverageAgentId, eventBus, memoryManager, {
      agentDBManager: agentDB2
    });

    await testAgent.initialize();
    await coverageAgent.initialize();
  }, 30000);

  afterAll(async () => {
    if (testAgent) await testAgent.shutdown();
    if (coverageAgent) await coverageAgent.shutdown();
    if (agentDB1) await agentDB1.shutdown();
    if (agentDB2) await agentDB2.shutdown();

    // Clean up databases
    [DB_PATH_1, DB_PATH_2].forEach(dbPath => {
      if (fs.existsSync(dbPath)) {
        fs.unlinkSync(dbPath);
      }
    });
  });

  describe('Complete Agent Execution Workflow', () => {
    it('should execute task and write actual data to database', async () => {
      const task: TaskAssignment = {
        id: 'e2e-task-001',
        task: {
          id: 'task-001',
          description: 'Generate comprehensive test suite for UserService',
          priority: 'high',
          metadata: {
            sourceFile: 'src/services/UserService.ts',
            framework: 'jest',
            testTypes: ['unit', 'integration']
          }
        },
        assignedAt: new Date(),
        status: 'assigned'
      };

      // Execute task
      const result = await testAgent.execute(task);

      expect(result.success).toBe(true);
      expect(result.testsGenerated).toBeGreaterThan(0);

      // VERIFY actual database writes (not just JSON flags)
      const db = new Database(DB_PATH_1, { readonly: true });

      // Check patterns table
      const patternCount = db.prepare('SELECT COUNT(*) as c FROM patterns').get() as any;
      expect(patternCount.c).toBeGreaterThan(0);

      // Check pattern has embedding
      const pattern = db.prepare('SELECT * FROM patterns LIMIT 1').get() as any;
      expect(pattern).toBeDefined();
      expect(pattern.id).toBeDefined();
      expect(pattern.pattern_data).toBeDefined();

      const patternData = JSON.parse(pattern.pattern_data);
      expect(patternData.embedding).toBeDefined();
      expect(Array.isArray(patternData.embedding)).toBe(true);
      expect(patternData.embedding.length).toBe(384); // MiniLM embedding dimension

      db.close();
    }, 60000);

    it('should generate embeddings using real neural network', async () => {
      const task: TaskAssignment = {
        id: 'e2e-task-002',
        task: {
          id: 'task-002',
          description: 'Generate edge case tests',
          priority: 'medium',
          metadata: {
            sourceFile: 'src/utils/validation.ts',
            framework: 'jest'
          }
        },
        assignedAt: new Date(),
        status: 'assigned'
      };

      await testAgent.execute(task);

      // Verify embeddings in database
      const db = new Database(DB_PATH_1, { readonly: true });

      const patterns = db.prepare('SELECT * FROM patterns ORDER BY created_at DESC LIMIT 5').all() as any[];

      expect(patterns.length).toBeGreaterThan(0);

      // Check each pattern has valid embedding
      patterns.forEach(pattern => {
        const data = JSON.parse(pattern.pattern_data);

        expect(data.embedding).toBeDefined();
        expect(data.embedding).toHaveLength(384);

        // Embeddings should be normalized (values between -1 and 1)
        const allValid = data.embedding.every((v: number) => v >= -1 && v <= 1);
        expect(allValid).toBe(true);

        // Embeddings should not be all zeros
        const hasNonZero = data.embedding.some((v: number) => Math.abs(v) > 0.01);
        expect(hasNonZero).toBe(true);
      });

      db.close();
    }, 60000);

    it('should sync patterns to peer via QUIC', async () => {
      const task: TaskAssignment = {
        id: 'e2e-task-003',
        task: {
          id: 'task-003',
          description: 'Generate performance tests',
          priority: 'high',
          metadata: {
            sourceFile: 'src/api/endpoints.ts',
            framework: 'jest',
            testTypes: ['performance']
          }
        },
        assignedAt: new Date(),
        status: 'assigned'
      };

      // Execute on agent with DB1
      await testAgent.execute(task);

      // Get pattern count in DB1
      const db1 = new Database(DB_PATH_1, { readonly: true });
      const count1Before = db1.prepare('SELECT COUNT(*) as c FROM patterns').get() as any;
      db1.close();

      // Wait for QUIC sync
      await new Promise(resolve => setTimeout(resolve, 1000));

      // Check pattern synced to DB2
      const db2 = new Database(DB_PATH_2, { readonly: true });
      const count2After = db2.prepare('SELECT COUNT(*) as c FROM patterns').get() as any;

      expect(count2After.c).toBeGreaterThan(0);

      // Verify at least one pattern synced
      const syncedPattern = db2.prepare('SELECT * FROM patterns LIMIT 1').get() as any;
      expect(syncedPattern).toBeDefined();
      expect(syncedPattern.type).toBe('test-generation');

      db2.close();
    }, 90000);

    it('should complete neural training with RL algorithm', async () => {
      const task: TaskAssignment = {
        id: 'e2e-task-004',
        task: {
          id: 'task-004',
          description: 'Generate security tests',
          priority: 'critical',
          metadata: {
            sourceFile: 'src/auth/authenticate.ts',
            framework: 'jest',
            testTypes: ['security', 'unit']
          }
        },
        assignedAt: new Date(),
        status: 'assigned'
      };

      // Execute task
      const result = await testAgent.execute(task);

      // Get training metrics from AgentDB
      const trainingMetrics = await agentDB1.getTrainingMetrics();

      expect(trainingMetrics).toBeDefined();
      expect(trainingMetrics.algorithm).toBeDefined();
      expect(trainingMetrics.episodeCount).toBeGreaterThan(0);
      expect(trainingMetrics.totalReward).toBeDefined();

      // Verify model was updated
      const modelInfo = await agentDB1.getModelInfo();
      expect(modelInfo.lastTrainingTime).toBeDefined();
      expect(modelInfo.totalTrainingSteps).toBeGreaterThan(0);
    }, 60000);

    it('should store training experiences in database', async () => {
      const db = new Database(DB_PATH_1, { readonly: true });

      // Check for training experiences table
      const tables = db.prepare("SELECT name FROM sqlite_master WHERE type='table'").all();
      const tableNames = tables.map((t: any) => t.name);

      expect(tableNames).toContain('training_experiences');

      // Check experiences were stored
      const expCount = db.prepare('SELECT COUNT(*) as c FROM training_experiences').get() as any;
      expect(expCount.c).toBeGreaterThan(0);

      db.close();
    });
  });

  describe('Cross-Agent Pattern Sharing', () => {
    it('should share learned patterns between agents', async () => {
      // Test agent learns pattern
      const testTask: TaskAssignment = {
        id: 'share-task-001',
        task: {
          id: 'task-share-001',
          description: 'Generate API tests',
          priority: 'medium',
          metadata: {
            sourceFile: 'src/api/users.ts',
            framework: 'jest'
          }
        },
        assignedAt: new Date(),
        status: 'assigned'
      };

      await testAgent.execute(testTask);

      // Wait for sync
      await new Promise(resolve => setTimeout(resolve, 1500));

      // Coverage agent should have access to shared patterns
      const patterns = await agentDB2.retrievePatterns('API test generation', { k: 5 });

      expect(patterns.memories.length).toBeGreaterThan(0);
      expect(patterns.memories[0].type).toBe('test-generation');
      expect(patterns.memories[0].confidence).toBeGreaterThan(0);
    }, 90000);

    it('should use shared patterns to improve quality', async () => {
      const coverageTask: TaskAssignment = {
        id: 'coverage-task-001',
        task: {
          id: 'task-coverage-001',
          description: 'Analyze coverage gaps',
          priority: 'high',
          metadata: {
            testSuite: 'src/tests/api.test.ts',
            framework: 'jest'
          }
        },
        assignedAt: new Date(),
        status: 'assigned'
      };

      const result = await coverageAgent.execute(coverageTask);

      expect(result.success).toBe(true);
      expect(result.gapsIdentified).toBeDefined();

      // Verify it used patterns from shared database
      const usedPatterns = await agentDB2.retrievePatterns('coverage analysis', { k: 3 });
      expect(usedPatterns.memories.length).toBeGreaterThan(0);
    }, 60000);
  });

  describe('Performance Verification', () => {
    it('should demonstrate "150x faster" vector search', async () => {
      // Seeded RNG for deterministic test results
      const rng = createSeededRandom(17005);

      // Store many patterns for benchmark
      const patterns = Array.from({ length: 100 }, (_, i) => ({
        id: `perf-pattern-${i}`,
        type: 'test-pattern',
        domain: 'performance',
        pattern_data: JSON.stringify({
          text: `Performance test pattern ${i}`,
          embedding: Array.from({ length: 384 }, () => rng.random() * 2 - 1)
        }),
        confidence: 0.9,
        usage_count: 0,
        success_count: 0,
        created_at: Date.now(),
        last_used: Date.now()
      }));

      await agentDB1.storeBatch(patterns);

      // Measure search time
      const measurements: number[] = [];

      for (let i = 0; i < 50; i++) {
        const start = performance.now();
        await agentDB1.retrievePatterns('performance test', { k: 10 });
        const duration = performance.now() - start;
        measurements.push(duration);
      }

      const avgTime = measurements.reduce((a, b) => a + b, 0) / measurements.length;

      console.log(`Vector search performance (100 vectors):
        Average: ${avgTime.toFixed(3)}ms
        Target: <0.1ms (100µs)`);

      expect(avgTime).toBeLessThan(1); // Should be very fast
    }, 60000);

    it('should demonstrate "84% faster" QUIC sync latency', async () => {
      // Seeded RNG for deterministic test results
      const rng = createSeededRandom(17006);

      const pattern = {
        id: 'latency-test',
        type: 'test',
        domain: 'latency',
        pattern_data: JSON.stringify({
          text: 'Latency test pattern',
          embedding: Array.from({ length: 384 }, () => rng.random())
        }),
        confidence: 0.95,
        usage_count: 0,
        success_count: 0,
        created_at: Date.now(),
        last_used: Date.now()
      };

      // Measure sync time
      const start = performance.now();
      await agentDB1.storePattern(pattern);

      // Poll DB2 until pattern appears
      let synced = false;
      let attempts = 0;
      while (!synced && attempts < 100) {
        const result = await agentDB2.retrievePatterns('latency-test', { k: 1 });
        if (result.memories.length > 0 && result.memories[0].id === 'latency-test') {
          synced = true;
        } else {
          await new Promise(resolve => setTimeout(resolve, 10));
          attempts++;
        }
      }

      const syncLatency = performance.now() - start;

      console.log(`QUIC sync latency: ${syncLatency.toFixed(2)}ms
        Target: <1ms
        Synced: ${synced}`);

      expect(synced).toBe(true);
      expect(syncLatency).toBeLessThan(2000); // Allow for network variability
    }, 60000);

    it('should demonstrate memory reduction with quantization', async () => {
      // Seeded RNG for deterministic test results
      const rng = createSeededRandom(17007);

      const statsBeforeQuant = await agentDB1.getMemoryUsage();

      // Store large dataset
      const largeDataset = Array.from({ length: 200 }, (_, i) => ({
        id: `quant-pattern-${i}`,
        type: 'test',
        domain: 'quantization',
        pattern_data: JSON.stringify({
          text: `Quantization test ${i}`,
          embedding: Array.from({ length: 384 }, () => rng.random())
        }),
        confidence: 0.9,
        usage_count: 0,
        success_count: 0,
        created_at: Date.now(),
        last_used: Date.now()
      }));

      await agentDB1.storeBatch(largeDataset);

      const statsAfterQuant = await agentDB1.getMemoryUsage();

      console.log(`Memory usage:
        Before: ${statsBeforeQuant.totalBytes} bytes
        After: ${statsAfterQuant.totalBytes} bytes
        Patterns: 200
        Bytes per pattern: ${(statsAfterQuant.totalBytes - statsBeforeQuant.totalBytes) / 200}`);

      // With scalar quantization, should use less memory than unquantized
      const bytesPerPattern = (statsAfterQuant.totalBytes - statsBeforeQuant.totalBytes) / 200;
      expect(bytesPerPattern).toBeLessThan(2000); // Each pattern should be reasonably sized
    }, 60000);
  });

  describe('Error Handling and Recovery', () => {
    it('should handle database errors gracefully', async () => {
      // Simulate database error by shutting down
      await agentDB1.shutdown();

      const task: TaskAssignment = {
        id: 'error-task-001',
        task: {
          id: 'task-error-001',
          description: 'Test with DB offline',
          priority: 'low',
          metadata: {}
        },
        assignedAt: new Date(),
        status: 'assigned'
      };

      // Should handle gracefully
      const result = await testAgent.execute(task);

      // Agent should still complete task even if AgentDB is down
      expect(result).toBeDefined();

      // Restart DB
      agentDB1 = new AgentDBManager({
        dbPath: DB_PATH_1,
        enableQUICSync: true,
        syncPort: BASE_PORT,
        syncPeers: [`localhost:${BASE_PORT + 1}`],
        enableLearning: true,
        enableReasoning: true,
        cacheSize: 500,
        quantizationType: 'scalar'
      });

      await agentDB1.initialize();
    }, 60000);

    it('should recover from QUIC connection failures', async () => {
      // Disconnect peer
      await agentDB2.shutdown();

      const task: TaskAssignment = {
        id: 'quic-error-task',
        task: {
          id: 'task-quic-error',
          description: 'Test with peer offline',
          priority: 'medium',
          metadata: {
            sourceFile: 'test.ts'
          }
        },
        assignedAt: new Date(),
        status: 'assigned'
      };

      // Execute task (sync will fail but queued)
      await testAgent.execute(task);

      const syncStats = await agentDB1.getSyncStats();
      expect(syncStats.queuedPatterns).toBeGreaterThan(0);

      // Restart peer
      agentDB2 = new AgentDBManager({
        dbPath: DB_PATH_2,
        enableQUICSync: true,
        syncPort: BASE_PORT + 1,
        syncPeers: [`localhost:${BASE_PORT}`],
        enableLearning: true,
        enableReasoning: true,
        cacheSize: 500,
        quantizationType: 'scalar'
      });

      await agentDB2.initialize();

      // Wait for sync recovery
      await new Promise(resolve => setTimeout(resolve, 2000));

      const updatedStats = await agentDB1.getSyncStats();
      expect(updatedStats.queuedPatterns).toBeLessThan(syncStats.queuedPatterns);
    }, 90000);
  });
});