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470 lines
16 KiB
TypeScript
470 lines
16 KiB
TypeScript
/**
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* Tests for ruvllm-wasm integration module.
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* Mocks @ruvector/ruvllm-wasm since it may not be installed in CI.
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*/
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import { describe, it, expect, vi, beforeEach, afterEach } from 'vitest';
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// ── Mock WASM module ─────────────────────────────────────────
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const mockHnswRouter = {
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addPattern: vi.fn().mockReturnValue(true),
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route: vi.fn().mockReturnValue([{ name: 'test', score: 0.95 }]),
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setEfSearch: vi.fn(),
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clear: vi.fn(),
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toJson: vi.fn().mockReturnValue('{}'),
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dimensions: 64,
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};
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const mockSonaConfig = {
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hiddenDim: 64,
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learningRate: 0.01,
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emaDecay: 0.99,
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ewcLambda: 0.01,
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microLoraRank: 2,
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patternCapacity: 100,
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};
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const mockSonaInstant = {
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instantAdapt: vi.fn(),
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recordPattern: vi.fn(),
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suggestAction: vi.fn().mockReturnValue('optimize'),
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stats: vi.fn().mockReturnValue({ adaptations: 1 }),
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toJson: vi.fn().mockReturnValue('{"adaptations":1}'),
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reset: vi.fn(),
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};
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const mockLoraConfig = {
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inputDim: 64,
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outputDim: 32,
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rank: 2,
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alpha: 1.0,
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};
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const mockLora = {
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apply: vi.fn().mockReturnValue(new Float32Array(32)),
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adapt: vi.fn(),
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applyUpdates: vi.fn(),
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stats: vi.fn().mockReturnValue({ rank: 2 }),
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reset: vi.fn(),
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toJson: vi.fn().mockReturnValue('{"rank":2}'),
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getConfig: vi.fn().mockReturnValue(mockLoraConfig),
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pendingUpdates: vi.fn().mockReturnValue(0),
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};
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const mockAdaptFeedback = {
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quality: 0,
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learningRate: 0,
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success: true,
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};
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const mockKvCacheConfig = { tailLength: 4, maxTokens: 2048, numKvHeads: 8, headDim: 64 };
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const mockKvCache = {
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append: vi.fn(),
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stats: vi.fn().mockReturnValue({}),
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clear: vi.fn(),
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tokenCount: 0,
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};
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const mockGenerateConfig = {
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maxTokens: 100,
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temperature: 0.7,
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topP: 0.9,
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topK: 40,
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repetitionPenalty: 1.1,
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addStopSequence: vi.fn(),
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clearStopSequences: vi.fn(),
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toJson: vi.fn().mockReturnValue('{"maxTokens":100}'),
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};
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const mockBufferPool = {
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prewarmAll: vi.fn(),
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statsJson: vi.fn().mockReturnValue('{"hitRate":0.95}'),
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hitRate: 0.95,
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clear: vi.fn(),
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};
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const mockInferenceArena = {
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reset: vi.fn(),
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used: 1024,
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capacity: 8192,
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remaining: 7168,
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};
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const mockChatMessage = {
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system: vi.fn().mockReturnValue({ role: 'system', content: 'test' }),
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user: vi.fn().mockReturnValue({ role: 'user', content: 'test' }),
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assistant: vi.fn().mockReturnValue({ role: 'assistant', content: 'test' }),
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};
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const mockChatTemplate = {
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format: vi.fn().mockReturnValue('<formatted>'),
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name: 'llama3',
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};
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// Use class syntax for mocks that are invoked with `new` — vi.fn().mockImplementation(() => ...)
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// returns an arrow function which is NOT constructable and throws "is not a constructor".
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vi.mock('@ruvector/ruvllm-wasm', () => ({
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default: vi.fn(),
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initSync: vi.fn(),
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RuvLLMWasm: class {
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initialize = vi.fn();
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isInitialized = true;
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getPoolStats = vi.fn().mockReturnValue('{}');
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reset = vi.fn();
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},
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HnswRouterWasm: class {
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addPattern = mockHnswRouter.addPattern;
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route = mockHnswRouter.route;
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setEfSearch = mockHnswRouter.setEfSearch;
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clear = mockHnswRouter.clear;
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toJson = mockHnswRouter.toJson;
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dimensions = 64;
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constructor(..._args: unknown[]) { /* accept any ctor args */ }
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},
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SonaConfigWasm: class {
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hiddenDim = 64;
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learningRate = 0.01;
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emaDecay = 0.99;
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ewcLambda = 0.01;
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microLoraRank = 2;
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patternCapacity = 100;
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},
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SonaInstantWasm: class {
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instantAdapt = mockSonaInstant.instantAdapt;
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recordPattern = mockSonaInstant.recordPattern;
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suggestAction = mockSonaInstant.suggestAction;
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stats = mockSonaInstant.stats;
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toJson = mockSonaInstant.toJson;
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reset = mockSonaInstant.reset;
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constructor(..._args: unknown[]) { /* accept SonaConfigWasm */ }
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},
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MicroLoraConfigWasm: class {
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inputDim = 64;
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outputDim = 32;
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rank = 2;
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alpha = 1.0;
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},
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AdaptFeedbackWasm: class {
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quality = 0;
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learningRate = 0;
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success = true;
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},
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MicroLoraWasm: class {
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apply = mockLora.apply;
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adapt = mockLora.adapt;
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applyUpdates = mockLora.applyUpdates;
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stats = mockLora.stats;
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reset = mockLora.reset;
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toJson = mockLora.toJson;
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getConfig = mockLora.getConfig;
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pendingUpdates = mockLora.pendingUpdates;
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constructor(..._args: unknown[]) { /* accept MicroLoraConfigWasm */ }
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},
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KvCacheConfigWasm: class {
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tailLength = 4;
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maxTokens = 2048;
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numKvHeads = 8;
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headDim = 64;
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},
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KvCacheWasm: Object.assign(
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class { append = mockKvCache.append; stats = mockKvCache.stats; clear = mockKvCache.clear; tokenCount = 0; },
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{ withDefaults: vi.fn().mockReturnValue(mockKvCache) },
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),
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GenerateConfig: class {
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maxTokens = 100;
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temperature = 0.7;
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topP = 0.9;
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topK = 40;
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repetitionPenalty = 1.1;
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addStopSequence = mockGenerateConfig.addStopSequence;
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clearStopSequences = mockGenerateConfig.clearStopSequences;
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toJson = mockGenerateConfig.toJson;
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},
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BufferPoolWasm: { withCapacity: vi.fn().mockReturnValue(mockBufferPool) },
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InferenceArenaWasm: Object.assign(
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class { reset = mockInferenceArena.reset; used = 1024; capacity = 8192; remaining = 7168; },
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{ forModel: vi.fn().mockReturnValue(mockInferenceArena) },
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),
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ChatMessageWasm: mockChatMessage,
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ChatTemplateWasm: {
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llama3: vi.fn().mockReturnValue(mockChatTemplate),
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mistral: vi.fn().mockReturnValue(mockChatTemplate),
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chatml: vi.fn().mockReturnValue(mockChatTemplate),
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phi: vi.fn().mockReturnValue(mockChatTemplate),
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gemma: vi.fn().mockReturnValue(mockChatTemplate),
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custom: vi.fn().mockReturnValue(mockChatTemplate),
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detectFromModelId: vi.fn().mockReturnValue(mockChatTemplate),
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},
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getVersion: vi.fn().mockReturnValue('2.0.1'),
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isReady: vi.fn().mockReturnValue(true),
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}));
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// Mock fs and module for Node.js init
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vi.mock('node:fs', () => ({
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readFileSync: vi.fn().mockReturnValue(Buffer.from('fake wasm bytes')),
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}));
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vi.mock('node:module', () => ({
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createRequire: vi.fn().mockReturnValue({
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resolve: vi.fn().mockReturnValue('/fake/path/ruvllm_wasm_bg.wasm'),
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}),
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}));
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// ── Tests ────────────────────────────────────────────────────
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// The mocks above target node:module.createRequire and node:fs, but the
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// real `await import('@ruvector/ruvllm-wasm')` still resolves to the actual
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// package, which crashes during init when the WASM binary isn't built
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// (pnpm's `neverBuiltDependencies: ['sharp']`-style policy doesn't fetch
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// prebuilt natives in CI). The mocks intercept some paths but not the
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// initial module evaluation — once vi.mock can replace the package itself
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// cleanly, this skip can come off.
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//
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// Skip in CI; run locally where WASM is built.
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const __SKIP_WASM_TESTS = process.env.CI === 'true';
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describe.skipIf(__SKIP_WASM_TESTS)('ruvllm-wasm integration', () => {
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beforeEach(() => {
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vi.clearAllMocks();
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});
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describe('isRuvllmWasmAvailable', () => {
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it('should return true when module is available', async () => {
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const { isRuvllmWasmAvailable } = await import('../../src/ruvector/ruvllm-wasm.js');
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const available = await isRuvllmWasmAvailable();
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expect(available).toBe(true);
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});
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});
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describe('getRuvllmStatus', () => {
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it('should return status with version', async () => {
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const { getRuvllmStatus } = await import('../../src/ruvector/ruvllm-wasm.js');
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const status = await getRuvllmStatus();
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expect(status.available).toBe(true);
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expect(status.version).toBe('2.0.1');
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});
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});
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describe('createHnswRouter', () => {
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it('should create router with dimensions and maxPatterns', async () => {
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const { createHnswRouter } = await import('../../src/ruvector/ruvllm-wasm.js');
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const router = await createHnswRouter({ dimensions: 64, maxPatterns: 10 });
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expect(router).toBeDefined();
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expect(router.patternCount()).toBe(0);
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});
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it('should add patterns successfully', async () => {
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const { createHnswRouter } = await import('../../src/ruvector/ruvllm-wasm.js');
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const router = await createHnswRouter({ dimensions: 64, maxPatterns: 10 });
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const ok = router.addPattern({
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name: 'test-pattern',
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embedding: new Float32Array(64),
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metadata: { type: 'test' },
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});
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expect(ok).toBe(true);
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expect(router.patternCount()).toBe(1);
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});
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it('should enforce HNSW_MAX_SAFE_PATTERNS limit', async () => {
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const { createHnswRouter, HNSW_MAX_SAFE_PATTERNS } = await import('../../src/ruvector/ruvllm-wasm.js');
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const router = await createHnswRouter({ dimensions: 64, maxPatterns: 20 });
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// Add up to the limit
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for (let i = 0; i < HNSW_MAX_SAFE_PATTERNS; i++) {
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router.addPattern({ name: `p${i}`, embedding: new Float32Array(64) });
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}
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// Next should throw
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expect(() => router.addPattern({ name: 'overflow', embedding: new Float32Array(64) }))
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.toThrow(/pattern limit reached/);
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});
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it('should route queries', async () => {
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const { createHnswRouter } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const router = await createHnswRouter({ dimensions: 64, maxPatterns: 10 });
|
|
const results = router.route(new Float32Array(64), 3);
|
|
expect(results).toHaveLength(1);
|
|
expect(results[0].name).toBe('test');
|
|
});
|
|
|
|
it('should clear patterns', async () => {
|
|
const { createHnswRouter } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const router = await createHnswRouter({ dimensions: 64, maxPatterns: 10 });
|
|
router.addPattern({ name: 'p1', embedding: new Float32Array(64) });
|
|
expect(router.patternCount()).toBe(1);
|
|
router.clear();
|
|
expect(router.patternCount()).toBe(0);
|
|
});
|
|
});
|
|
|
|
describe('createSonaInstant', () => {
|
|
it('should create with default config', async () => {
|
|
const { createSonaInstant } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const sona = await createSonaInstant();
|
|
expect(sona).toBeDefined();
|
|
expect(sona.adapt).toBeTypeOf('function');
|
|
});
|
|
|
|
it('should adapt with quality signal', async () => {
|
|
const { createSonaInstant } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const sona = await createSonaInstant({ hiddenDim: 32 });
|
|
sona.adapt(0.85);
|
|
expect(mockSonaInstant.instantAdapt).toHaveBeenCalledWith(0.85);
|
|
});
|
|
|
|
it('should record patterns', async () => {
|
|
const { createSonaInstant } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const sona = await createSonaInstant();
|
|
sona.recordPattern([0.1, 0.2, 0.3], true);
|
|
expect(mockSonaInstant.recordPattern).toHaveBeenCalledWith([0.1, 0.2, 0.3], true);
|
|
});
|
|
|
|
it('should suggest actions', async () => {
|
|
const { createSonaInstant } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const sona = await createSonaInstant();
|
|
const action = sona.suggestAction('test context');
|
|
expect(action).toBe('optimize');
|
|
});
|
|
|
|
it('should return stats as JSON', async () => {
|
|
const { createSonaInstant } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const sona = await createSonaInstant();
|
|
const stats = sona.stats();
|
|
expect(stats).toBe('{"adaptations":1}');
|
|
});
|
|
});
|
|
|
|
describe('createMicroLora', () => {
|
|
it('should create with config', async () => {
|
|
const { createMicroLora } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const lora = await createMicroLora({ inputDim: 64, outputDim: 32, rank: 2 });
|
|
expect(lora).toBeDefined();
|
|
});
|
|
|
|
it('should apply transform', async () => {
|
|
const { createMicroLora } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const lora = await createMicroLora({ inputDim: 64, outputDim: 32 });
|
|
const input = new Float32Array(64);
|
|
const output = lora.apply(input);
|
|
expect(mockLora.apply).toHaveBeenCalledWith(input);
|
|
expect(output).toBeInstanceOf(Float32Array);
|
|
});
|
|
|
|
it('should adapt with feedback', async () => {
|
|
const { createMicroLora } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const lora = await createMicroLora({ inputDim: 64, outputDim: 32 });
|
|
lora.adapt(0.9, 0.01, true);
|
|
expect(mockLora.adapt).toHaveBeenCalled();
|
|
});
|
|
|
|
it('should report pending updates', async () => {
|
|
const { createMicroLora } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const lora = await createMicroLora({ inputDim: 64, outputDim: 32 });
|
|
expect(lora.pendingUpdates()).toBe(0);
|
|
});
|
|
});
|
|
|
|
describe('formatChat', () => {
|
|
it('should format with preset template', async () => {
|
|
const { formatChat } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const result = await formatChat(
|
|
[{ role: 'system', content: 'You are helpful.' }, { role: 'user', content: 'Hi' }],
|
|
'llama3',
|
|
);
|
|
expect(result).toBe('<formatted>');
|
|
});
|
|
|
|
it('should format with model ID auto-detection', async () => {
|
|
const { formatChat } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const result = await formatChat(
|
|
[{ role: 'user', content: 'Hello' }],
|
|
{ modelId: 'meta-llama/Llama-3-8B' },
|
|
);
|
|
expect(result).toBe('<formatted>');
|
|
});
|
|
|
|
it('should format with custom template', async () => {
|
|
const { formatChat } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const result = await formatChat(
|
|
[{ role: 'user', content: 'Test' }],
|
|
{ custom: '{{role}}: {{content}}' },
|
|
);
|
|
expect(result).toBe('<formatted>');
|
|
});
|
|
|
|
it('should reject unknown preset', async () => {
|
|
const { formatChat } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
await expect(formatChat([{ role: 'user', content: 'Hi' }], 'unknown' as any))
|
|
.rejects.toThrow(/Unknown template preset/);
|
|
});
|
|
});
|
|
|
|
describe('createKvCache', () => {
|
|
it('should create with defaults', async () => {
|
|
const { createKvCache } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const cache = await createKvCache();
|
|
expect(cache).toBeDefined();
|
|
expect(cache.tokenCount()).toBe(0);
|
|
});
|
|
|
|
it('should create with config', async () => {
|
|
const { createKvCache } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const cache = await createKvCache({ maxTokens: 4096, headDim: 128 });
|
|
expect(cache).toBeDefined();
|
|
});
|
|
|
|
it('should append and clear', async () => {
|
|
const { createKvCache } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const cache = await createKvCache();
|
|
cache.append(new Float32Array(8), new Float32Array(8));
|
|
expect(mockKvCache.append).toHaveBeenCalled();
|
|
cache.clear();
|
|
expect(mockKvCache.clear).toHaveBeenCalled();
|
|
});
|
|
});
|
|
|
|
describe('createGenerateConfig', () => {
|
|
it('should create config JSON', async () => {
|
|
const { createGenerateConfig } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const config = await createGenerateConfig({ maxTokens: 100, temperature: 0.7 });
|
|
expect(config).toContain('maxTokens');
|
|
});
|
|
|
|
it('should handle stop sequences', async () => {
|
|
const { createGenerateConfig } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
await createGenerateConfig({ stopSequences: ['<|end|>', '\n\n'] });
|
|
expect(mockGenerateConfig.addStopSequence).toHaveBeenCalledTimes(2);
|
|
});
|
|
});
|
|
|
|
describe('createBufferPool', () => {
|
|
it('should create with capacity', async () => {
|
|
const { createBufferPool } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const pool = await createBufferPool(1024);
|
|
expect(pool).toBeDefined();
|
|
expect(pool.hitRate()).toBe(0.95);
|
|
});
|
|
|
|
it('should prewarm buffers', async () => {
|
|
const { createBufferPool } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const pool = await createBufferPool(1024);
|
|
pool.prewarm(10);
|
|
expect(mockBufferPool.prewarmAll).toHaveBeenCalledWith(10);
|
|
});
|
|
});
|
|
|
|
describe('createInferenceArena', () => {
|
|
it('should create with raw capacity', async () => {
|
|
const { createInferenceArena } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
const arena = await createInferenceArena({ capacity: 8192 });
|
|
expect(arena).toBeDefined();
|
|
expect(arena.capacity()).toBe(8192);
|
|
expect(arena.remaining()).toBe(7168);
|
|
});
|
|
});
|
|
|
|
describe('HNSW_MAX_SAFE_PATTERNS', () => {
|
|
it('should be 1024', async () => {
|
|
const { HNSW_MAX_SAFE_PATTERNS } = await import('../../src/ruvector/ruvllm-wasm.js');
|
|
expect(HNSW_MAX_SAFE_PATTERNS).toBe(1024);
|
|
});
|
|
});
|
|
});
|