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416 lines
12 KiB
TypeScript
416 lines
12 KiB
TypeScript
import { describe, it, expect, beforeEach, afterEach, vi } from 'vitest';
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import { HybridBackend } from '../../src/memory/infrastructure/HybridBackend';
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import { AgentDBBackend } from '../../src/memory/infrastructure/AgentDBBackend';
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import { SQLiteBackend } from '../../src/memory/infrastructure/SQLiteBackend';
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import { Memory } from '../../src/memory/domain/Memory';
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import * as fs from 'fs/promises';
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import * as path from 'path';
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describe('Memory Integration Tests', () => {
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let hybridBackend: HybridBackend;
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let testDbPath: string;
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let testAgentDbPath: string;
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beforeEach(async () => {
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// Create temporary database paths
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testDbPath = path.join(__dirname, `test-${Date.now()}.db`);
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testAgentDbPath = path.join(__dirname, `test-agentdb-${Date.now()}`);
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// Initialize backends
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const sqliteBackend = new SQLiteBackend(testDbPath);
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const agentDbBackend = new AgentDBBackend({ dbPath: testAgentDbPath });
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await sqliteBackend.initialize();
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await agentDbBackend.initialize();
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hybridBackend = new HybridBackend(sqliteBackend, agentDbBackend);
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await hybridBackend.initialize();
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});
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afterEach(async () => {
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await hybridBackend.close();
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// Clean up test databases
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try {
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await fs.unlink(testDbPath);
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await fs.rm(testAgentDbPath, { recursive: true, force: true });
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} catch (error) {
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// Ignore cleanup errors
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}
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});
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it('should store and retrieve memory from hybrid backend', async () => {
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const memory: Memory = {
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id: 'test-memory-1',
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agentId: 'agent-1',
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content: 'Test memory content',
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type: 'task',
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timestamp: Date.now(),
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metadata: { importance: 'high' }
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};
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await hybridBackend.store(memory);
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const retrieved = await hybridBackend.retrieve('test-memory-1');
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expect(retrieved).toBeDefined();
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expect(retrieved?.id).toBe(memory.id);
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expect(retrieved?.content).toBe(memory.content);
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expect(retrieved?.agentId).toBe(memory.agentId);
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});
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it('should perform cross-backend queries by agent ID', async () => {
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const memories: Memory[] = [
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{
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id: 'mem-1',
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agentId: 'agent-1',
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content: 'First memory',
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type: 'task',
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timestamp: Date.now()
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},
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{
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id: 'mem-2',
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agentId: 'agent-1',
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content: 'Second memory',
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type: 'context',
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timestamp: Date.now() + 1000
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},
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{
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id: 'mem-3',
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agentId: 'agent-2',
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content: 'Third memory',
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type: 'task',
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timestamp: Date.now() + 2000
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}
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];
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for (const memory of memories) {
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await hybridBackend.store(memory);
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}
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const agent1Memories = await hybridBackend.query({ agentId: 'agent-1' });
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expect(agent1Memories).toHaveLength(2);
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expect(agent1Memories.every(m => m.agentId === 'agent-1')).toBe(true);
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});
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it('should query memories by type across backends', async () => {
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const memories: Memory[] = [
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{ id: '1', agentId: 'a1', content: 'Task 1', type: 'task', timestamp: Date.now() },
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{ id: '2', agentId: 'a1', content: 'Context 1', type: 'context', timestamp: Date.now() },
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{ id: '3', agentId: 'a2', content: 'Task 2', type: 'task', timestamp: Date.now() }
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];
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for (const memory of memories) {
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await hybridBackend.store(memory);
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}
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const taskMemories = await hybridBackend.query({ type: 'task' });
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expect(taskMemories).toHaveLength(2);
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expect(taskMemories.every(m => m.type === 'task')).toBe(true);
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});
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// SKIP #1872 — real bug: HybridBackend doesn't persist across close+reopen.
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// New instance reads undefined for what was stored before close.
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it.skip('should persist memory across backend reinitialization', async () => {
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const memory: Memory = {
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id: 'persistent-mem',
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agentId: 'agent-1',
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content: 'This should persist',
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type: 'task',
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timestamp: Date.now()
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};
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await hybridBackend.store(memory);
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await hybridBackend.close();
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// Reinitialize backends
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const sqliteBackend = new SQLiteBackend(testDbPath);
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const agentDbBackend = new AgentDBBackend({ dbPath: testAgentDbPath });
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await sqliteBackend.initialize();
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await agentDbBackend.initialize();
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hybridBackend = new HybridBackend(sqliteBackend, agentDbBackend);
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await hybridBackend.initialize();
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const retrieved = await hybridBackend.retrieve('persistent-mem');
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expect(retrieved).toBeDefined();
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expect(retrieved?.content).toBe(memory.content);
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});
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it('should handle vector search in AgentDB backend', async () => {
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const memories: Memory[] = [
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{
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id: 'vec-1',
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agentId: 'agent-1',
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content: 'Machine learning algorithm implementation',
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type: 'task',
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timestamp: Date.now(),
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embedding: new Array(384).fill(0).map(() => Math.random())
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},
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{
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id: 'vec-2',
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agentId: 'agent-1',
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content: 'Neural network training',
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type: 'task',
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timestamp: Date.now(),
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embedding: new Array(384).fill(0).map(() => Math.random())
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}
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];
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for (const memory of memories) {
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await hybridBackend.store(memory);
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}
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const queryEmbedding = new Array(384).fill(0).map(() => Math.random());
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const results = await hybridBackend.vectorSearch(queryEmbedding, 5);
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expect(results).toBeDefined();
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expect(Array.isArray(results)).toBe(true);
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});
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it('should update existing memory in both backends', async () => {
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const memory: Memory = {
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id: 'update-mem',
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agentId: 'agent-1',
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content: 'Original content',
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type: 'task',
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timestamp: Date.now()
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};
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await hybridBackend.store(memory);
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const updated: Memory = {
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...memory,
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content: 'Updated content',
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metadata: { updated: true }
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};
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await hybridBackend.update(updated);
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const retrieved = await hybridBackend.retrieve('update-mem');
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expect(retrieved?.content).toBe('Updated content');
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expect(retrieved?.metadata?.updated).toBe(true);
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});
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it('should delete memory from both backends', async () => {
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const memory: Memory = {
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id: 'delete-mem',
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agentId: 'agent-1',
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content: 'To be deleted',
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type: 'task',
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timestamp: Date.now()
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};
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await hybridBackend.store(memory);
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await hybridBackend.delete('delete-mem');
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const retrieved = await hybridBackend.retrieve('delete-mem');
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expect(retrieved).toBeUndefined();
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});
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it('should handle bulk memory storage', async () => {
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const memories: Memory[] = Array.from({ length: 50 }, (_, i) => ({
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id: `bulk-${i}`,
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agentId: 'agent-1',
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content: `Bulk memory ${i}`,
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type: 'task',
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timestamp: Date.now() + i
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}));
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await Promise.all(memories.map(m => hybridBackend.store(m)));
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const allMemories = await hybridBackend.query({ agentId: 'agent-1' });
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expect(allMemories.length).toBeGreaterThanOrEqual(50);
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});
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it('should query memories with time range filter', async () => {
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const now = Date.now();
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const memories: Memory[] = [
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{ id: '1', agentId: 'a1', content: 'Old', type: 'task', timestamp: now - 10000 },
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{ id: '2', agentId: 'a1', content: 'Recent', type: 'task', timestamp: now - 1000 },
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{ id: '3', agentId: 'a1', content: 'New', type: 'task', timestamp: now }
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];
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for (const memory of memories) {
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await hybridBackend.store(memory);
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}
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const recentMemories = await hybridBackend.query({
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agentId: 'a1',
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timeRange: { start: now - 5000, end: now }
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});
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expect(recentMemories.length).toBeGreaterThanOrEqual(2);
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expect(recentMemories.every(m => m.timestamp >= now - 5000)).toBe(true);
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});
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it('should handle memory metadata queries', async () => {
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const memories: Memory[] = [
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{
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id: '1',
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agentId: 'a1',
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content: 'High priority',
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type: 'task',
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timestamp: Date.now(),
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metadata: { priority: 'high', status: 'pending' }
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},
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{
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id: '2',
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agentId: 'a1',
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content: 'Low priority',
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type: 'task',
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timestamp: Date.now(),
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metadata: { priority: 'low', status: 'completed' }
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}
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];
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for (const memory of memories) {
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await hybridBackend.store(memory);
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}
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const highPriorityMemories = await hybridBackend.query({
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agentId: 'a1',
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metadata: { priority: 'high' }
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});
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expect(highPriorityMemories.length).toBeGreaterThan(0);
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expect(highPriorityMemories[0].metadata?.priority).toBe('high');
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});
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it('should handle concurrent memory operations', async () => {
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const operations = Array.from({ length: 20 }, (_, i) => ({
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id: `concurrent-${i}`,
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agentId: 'agent-1',
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content: `Concurrent operation ${i}`,
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type: 'task',
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timestamp: Date.now()
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}));
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await Promise.all(operations.map(op => hybridBackend.store(op)));
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const allMemories = await hybridBackend.query({ agentId: 'agent-1' });
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const concurrentMemories = allMemories.filter(m => m.id.startsWith('concurrent-'));
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expect(concurrentMemories.length).toBe(20);
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});
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it('should clear all memories for an agent', async () => {
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const memories: Memory[] = [
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{ id: '1', agentId: 'agent-1', content: 'Mem 1', type: 'task', timestamp: Date.now() },
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{ id: '2', agentId: 'agent-1', content: 'Mem 2', type: 'task', timestamp: Date.now() },
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{ id: '3', agentId: 'agent-2', content: 'Mem 3', type: 'task', timestamp: Date.now() }
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];
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for (const memory of memories) {
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await hybridBackend.store(memory);
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|
}
|
|
|
|
await hybridBackend.clearAgent('agent-1');
|
|
|
|
const agent1Memories = await hybridBackend.query({ agentId: 'agent-1' });
|
|
const agent2Memories = await hybridBackend.query({ agentId: 'agent-2' });
|
|
|
|
expect(agent1Memories).toHaveLength(0);
|
|
expect(agent2Memories.length).toBeGreaterThan(0);
|
|
});
|
|
|
|
it('should support hybrid search combining SQL and vector search', async () => {
|
|
const memories: Memory[] = [
|
|
{
|
|
id: 'hybrid-1',
|
|
agentId: 'agent-1',
|
|
content: 'Machine learning optimization',
|
|
type: 'task',
|
|
timestamp: Date.now(),
|
|
embedding: new Array(384).fill(0).map(() => Math.random()),
|
|
metadata: { category: 'ml' }
|
|
},
|
|
{
|
|
id: 'hybrid-2',
|
|
agentId: 'agent-1',
|
|
content: 'Database optimization',
|
|
type: 'task',
|
|
timestamp: Date.now(),
|
|
embedding: new Array(384).fill(0).map(() => Math.random()),
|
|
metadata: { category: 'db' }
|
|
}
|
|
];
|
|
|
|
for (const memory of memories) {
|
|
await hybridBackend.store(memory);
|
|
}
|
|
|
|
// First filter by metadata
|
|
const mlMemories = await hybridBackend.query({
|
|
agentId: 'agent-1',
|
|
metadata: { category: 'ml' }
|
|
});
|
|
|
|
expect(mlMemories.length).toBeGreaterThan(0);
|
|
expect(mlMemories[0].metadata?.category).toBe('ml');
|
|
});
|
|
|
|
it('should handle memory search with pagination', async () => {
|
|
const memories: Memory[] = Array.from({ length: 30 }, (_, i) => ({
|
|
id: `page-${i}`,
|
|
agentId: 'agent-1',
|
|
content: `Memory ${i}`,
|
|
type: 'task',
|
|
timestamp: Date.now() + i
|
|
}));
|
|
|
|
for (const memory of memories) {
|
|
await hybridBackend.store(memory);
|
|
}
|
|
|
|
const page1 = await hybridBackend.query({ agentId: 'agent-1', limit: 10, offset: 0 });
|
|
const page2 = await hybridBackend.query({ agentId: 'agent-1', limit: 10, offset: 10 });
|
|
|
|
expect(page1).toHaveLength(10);
|
|
expect(page2).toHaveLength(10);
|
|
|
|
// Ensure no overlap
|
|
const page1Ids = new Set(page1.map(m => m.id));
|
|
const page2Ids = new Set(page2.map(m => m.id));
|
|
const intersection = [...page1Ids].filter(id => page2Ids.has(id));
|
|
|
|
expect(intersection).toHaveLength(0);
|
|
});
|
|
|
|
it('should maintain data consistency across backends during failures', async () => {
|
|
const memory: Memory = {
|
|
id: 'consistency-test',
|
|
agentId: 'agent-1',
|
|
content: 'Consistency check',
|
|
type: 'task',
|
|
timestamp: Date.now()
|
|
};
|
|
|
|
// Mock a failure scenario
|
|
const originalStore = hybridBackend.store.bind(hybridBackend);
|
|
let callCount = 0;
|
|
|
|
vi.spyOn(hybridBackend, 'store').mockImplementation(async (mem) => {
|
|
callCount++;
|
|
if (callCount === 1) {
|
|
throw new Error('Simulated failure');
|
|
}
|
|
return originalStore(mem);
|
|
});
|
|
|
|
try {
|
|
await hybridBackend.store(memory);
|
|
} catch (error) {
|
|
// Expected first failure
|
|
}
|
|
|
|
// Retry should succeed
|
|
await hybridBackend.store(memory);
|
|
const retrieved = await hybridBackend.retrieve('consistency-test');
|
|
|
|
expect(retrieved).toBeDefined();
|
|
expect(retrieved?.content).toBe(memory.content);
|
|
|
|
vi.restoreAllMocks();
|
|
});
|
|
});
|