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89 lines
3.6 KiB
TypeScript
89 lines
3.6 KiB
TypeScript
// Regression tests for #2239 — Q-state encoder discarded the keyword block.
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//
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// The previous 31-bit truncating fold collapsed four routing-keyword-distinct
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// tasks (`test/review/architect/optimize the new module now`) to ONE Q-state.
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// After the FNV-1a fold and encoder-version=2 migration, keyword-distinct
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// tasks must produce distinct state keys, and a persisted v1 model must
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// reset its Q-table on load (keys are not comparable across encoder versions).
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import { describe, it, expect } from 'vitest';
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import { mkdtempSync, writeFileSync, rmSync } from 'node:fs';
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import { tmpdir } from 'node:os';
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import { join } from 'node:path';
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import { QLearningRouter } from '../src/ruvector/q-learning-router.js';
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const r = new QLearningRouter();
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const stateKey = (s: string) => r.getStateKey(s);
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describe('Q-state encoder (#2239)', () => {
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it('produces distinct state keys for the reporter\'s six keyword-distinct tasks', () => {
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const tasks = [
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'implement the new module now',
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'test the new module now',
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'review the new module now',
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'architect the new module now',
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'research the new module now',
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'optimize the new module now',
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];
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const keys = tasks.map(stateKey);
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expect(new Set(keys).size).toBe(tasks.length); // no collapse to one Q-state
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});
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it('still produces the SAME key for the SAME input (deterministic)', () => {
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expect(stateKey('test this module')).toBe(stateKey('test this module'));
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});
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it('produces a `fstate_…` shape', () => {
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expect(stateKey('refactor the API')).toMatch(/^fstate_[0-9a-z]+$/);
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});
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});
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describe('encoder-version migration (#2239)', () => {
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it('resets the Q-table on encoder-version mismatch (v1 persisted → v2 current)', async () => {
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const dir = mkdtempSync(join(tmpdir(), 'q-mig-'));
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const modelPath = join(dir, 'q-learning-model.json');
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// A v1 persisted model with one fake state — v1 keys are not portable.
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writeFileSync(modelPath, JSON.stringify({
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version: '1.0.0',
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// encoderVersion missing → treated as 1
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config: { numActions: 8 },
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qTable: { 'fstate_legacy': { qValues: [99, 99, 99, 99, 99, 99, 99, 99], visits: 50 } },
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stats: { stepCount: 100, updateCount: 50, avgTDError: 0.1, epsilon: 0.5 },
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metadata: { savedAt: new Date(0).toISOString(), totalExperiences: 100 },
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}));
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const router = new QLearningRouter({ modelPath });
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const loaded = await router.loadModel(modelPath);
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expect(loaded).toBe(true);
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// The legacy state must NOT survive (its key was computed by the old fold).
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const exported = router.export();
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expect(Object.keys(exported)).not.toContain('fstate_legacy');
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rmSync(dir, { recursive: true, force: true });
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});
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it('a v2 persisted model loads its Q-table intact', async () => {
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const dir = mkdtempSync(join(tmpdir(), 'q-v2-'));
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const modelPath = join(dir, 'q-learning-model.json');
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// Compute a real v2 key from the live encoder.
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const seed = new QLearningRouter();
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const realKey = seed.getStateKey('keep this entry across restart');
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writeFileSync(modelPath, JSON.stringify({
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version: '1.0.0',
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encoderVersion: 2,
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config: { numActions: 8 },
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qTable: { [realKey]: { qValues: [1, 2, 3, 4, 5, 6, 7, 8], visits: 7 } },
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stats: { stepCount: 0, updateCount: 0, avgTDError: 0, epsilon: 0.5 },
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metadata: { savedAt: new Date().toISOString(), totalExperiences: 0 },
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}));
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const router = new QLearningRouter({ modelPath });
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expect(await router.loadModel(modelPath)).toBe(true);
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expect(Object.keys(router.export())).toContain(realKey);
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rmSync(dir, { recursive: true, force: true });
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});
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});
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