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chore: import upstream snapshot with attribution
2026-07-13 12:02:19 +08:00

262 lines
9.8 KiB
TypeScript

/**
* @claude-flow/browser - MCTS Explorer Tests (ADR-122 Phase 4)
*
* Acceptance criteria covered:
* - UCB1 picks unvisited branches with priority (Infinity score)
* - Round-robin / least-spend peer load balancing
* - Peers returning invalid trajectory signatures are blacklisted for the run
* - Peers exceeding budget are excluded from further work
* - Expansion policy generates children; tree respects maxDepth + maxBranches
* - Final winner is the highest-average-score completed branch
*/
import { describe, it, expect } from 'vitest';
import { MctsExplorer, ucb1 } from '../src/application/mcts-explorer.js';
import { sealTrajectory } from '../src/application/signed-trajectory-service.js';
import { generateWitnessKey } from '../src/infrastructure/witness-signer.js';
import type { PeerAdapter, McTsBranch, ValueScorer } from '../src/domain/mcts-branch.js';
import type { BrowserTrajectory } from '../src/domain/types.js';
const sharedKey = generateWitnessKey();
function makeTrajectory(score: number): BrowserTrajectory {
return {
id: 'traj-' + Math.random().toString(36).slice(2, 8) + '-' + score,
sessionId: 'mcts-sess',
goal: 'Test exploration',
startedAt: new Date().toISOString(),
completedAt: new Date().toISOString(),
success: true,
verdict: 'ok',
steps: [{ action: 'open', input: { url: 'https://example.com' }, result: { success: true }, timestamp: new Date().toISOString() }],
};
}
function makeScoringPeer(id: string, scoreOf: (b: McTsBranch) => number, costUsd = 0.01, budgetUsd = 1.0): PeerAdapter {
return {
id,
budgetUsd,
async execute(branch) {
const trajectory = makeTrajectory(scoreOf(branch));
const sealed = sealTrajectory({ trajectory, witnessKey: sharedKey });
return { trajectoryEnvelope: sealed.envelope, selfVerified: true, costUsd };
},
};
}
function makeFaultyPeer(id: string): PeerAdapter {
return {
id,
budgetUsd: 1.0,
async execute() {
// Return a syntactically-shaped but-unsigned envelope (signature invalid).
return {
trajectoryEnvelope: { payload: { foo: 'bar' }, signature: 'aa'.repeat(64), algorithm: 'ed25519' },
selfVerified: false,
costUsd: 0.01,
};
},
};
}
function makeScorer(scoreOf: (envelope: unknown) => number): ValueScorer {
return {
async score(envelope) {
return scoreOf(envelope);
},
};
}
describe('MctsExplorer', () => {
describe('UCB1', () => {
it('returns Infinity for unvisited branches', () => {
const branch = {
id: 'b', runId: 'r', parentId: null, peerId: 'p', action: 'open',
input: {}, depth: 0, visits: 0, totalValue: 0, status: 'pending' as const,
costUsd: 0, createdAt: 't',
};
expect(ucb1(branch, 10, Math.SQRT2)).toBe(Infinity);
});
it('exploits high-value branches with low visits', () => {
const branch = {
id: 'b', runId: 'r', parentId: null, peerId: 'p', action: 'open',
input: {}, depth: 0, visits: 1, totalValue: 0.9, status: 'completed' as const,
costUsd: 0, createdAt: 't',
};
const score = ucb1(branch, 10, Math.SQRT2);
expect(score).toBeGreaterThan(0.9);
});
});
describe('basic exploration', () => {
it('completes the root branch and produces a winner', async () => {
const peer = makeScoringPeer('local', () => 0.8);
const explorer = new MctsExplorer({
peers: [peer],
scorer: makeScorer(() => 0.8),
maxBranches: 1,
maxDepth: 0,
});
const result = await explorer.explore({
rootAction: { action: 'open', input: { url: 'https://example.com' } },
goal: 'Find welcome page',
expansionPolicy: async () => [],
});
expect(result.totalBranches).toBe(1);
expect(result.bestBranchId).not.toBe('');
const winner = explorer.getBranch(result.bestBranchId);
expect(winner?.status).toBe('completed');
});
it('expands the tree via the expansion policy', async () => {
const peer = makeScoringPeer('local', () => 0.5);
const explorer = new MctsExplorer({
peers: [peer],
scorer: makeScorer(() => 0.5),
maxBranches: 6,
maxDepth: 2,
});
const result = await explorer.explore({
rootAction: { action: 'open', input: { url: 'https://example.com' } },
goal: 'Explore',
expansionPolicy: async (parent) =>
parent.depth < 2
? [
{ action: 'click', input: { target: '@e1' } },
{ action: 'click', input: { target: '@e2' } },
]
: [],
});
// Root + 2 children + possibly grandchildren (capped at maxBranches)
expect(result.totalBranches).toBeGreaterThanOrEqual(3);
expect(result.totalBranches).toBeLessThanOrEqual(6);
});
});
describe('signature verification + peer blacklisting', () => {
it('rejects branches with invalid signatures and blacklists the peer', async () => {
const good = makeScoringPeer('good', () => 0.8);
const bad = makeFaultyPeer('bad');
const explorer = new MctsExplorer({
peers: [good, bad],
scorer: makeScorer(() => 0.8),
maxBranches: 8,
maxDepth: 2,
});
const result = await explorer.explore({
rootAction: { action: 'open', input: { url: 'https://example.com' } },
goal: 'Test',
expansionPolicy: async (parent) =>
parent.depth < 2 ? [{ action: 'click', input: { target: '@e1' } }] : [],
});
// At least one branch went through the bad peer (round-robin sees them
// first by lowest-spend) — that branch should be rejected.
if (result.rejectedSignatures.length > 0) {
const rejected = explorer.getBranch(result.rejectedSignatures[0]);
expect(rejected?.status).toBe('rejected-bad-signature');
}
// Eventually all branches end up on good peer once bad is blacklisted.
const goodBranches = (result.branchesByPeer.good ?? 0);
expect(goodBranches).toBeGreaterThan(0);
});
});
describe('budget cap', () => {
it('rejects branches when a peer exceeds budget', async () => {
const peer = makeScoringPeer('local', () => 0.5, /* costUsd */ 0.4, /* budgetUsd */ 1.0);
const explorer = new MctsExplorer({
peers: [peer],
scorer: makeScorer(() => 0.5),
maxBranches: 5,
maxDepth: 3,
});
const result = await explorer.explore({
rootAction: { action: 'open', input: { url: 'https://example.com' } },
goal: 'Budget test',
expansionPolicy: async (parent) =>
parent.depth < 3
? [
{ action: 'click', input: { target: '@e1' } },
{ action: 'click', input: { target: '@e2' } },
]
: [],
});
// After 3 successful branches at $0.40 each, the 4th should hit the budget cap.
expect(result.rejectedBudget.length).toBeGreaterThan(0);
expect(result.totalCostUsd).toBeGreaterThanOrEqual(1.0); // tipped over the cap by the last successful branch
});
});
describe('multi-peer load balance', () => {
it('distributes branches across peers using least-spend selection', async () => {
const peerA = makeScoringPeer('peerA', () => 0.6);
const peerB = makeScoringPeer('peerB', () => 0.7);
const explorer = new MctsExplorer({
peers: [peerA, peerB],
scorer: makeScorer(() => 0.6),
maxBranches: 5,
maxDepth: 1,
});
const result = await explorer.explore({
rootAction: { action: 'open', input: { url: 'https://example.com' } },
goal: 'Distribution test',
expansionPolicy: async (parent) =>
parent.depth < 1
? [
{ action: 'click', input: { target: '@e1' } },
{ action: 'click', input: { target: '@e2' } },
{ action: 'click', input: { target: '@e3' } },
]
: [],
});
expect(Object.keys(result.branchesByPeer).length).toBeGreaterThanOrEqual(2);
});
});
describe('winner selection', () => {
it('picks the branch with the highest average score', async () => {
// The scorer reads the trajectory id; we encode the desired score in the action.
const scoreByAction: Record<string, number> = { open: 0.3, 'click-A': 0.9, 'click-B': 0.4 };
const peer: PeerAdapter = {
id: 'tiered',
budgetUsd: 5.0,
async execute(branch) {
const trajectory = makeTrajectory(scoreByAction[branch.action] ?? 0.1);
// Encode score into goal so scorer can read it back
trajectory.goal = String(scoreByAction[branch.action] ?? 0.1);
const sealed = sealTrajectory({ trajectory, witnessKey: sharedKey });
return { trajectoryEnvelope: sealed.envelope, selfVerified: true, costUsd: 0.01 };
},
};
const scorer: ValueScorer = {
async score(envelope) {
const goal = (envelope as { payload: { trajectory: { goal: string } } }).payload.trajectory.goal;
return parseFloat(goal);
},
};
const explorer = new MctsExplorer({
peers: [peer],
scorer,
maxBranches: 4,
maxDepth: 1,
});
const result = await explorer.explore({
rootAction: { action: 'open', input: {} },
goal: 'Find best click',
expansionPolicy: async (parent) =>
parent.depth < 1
? [
{ action: 'click-A', input: {} },
{ action: 'click-B', input: {} },
]
: [],
});
const winner = explorer.getBranch(result.bestBranchId);
// click-A scores 0.9 (highest leaf); root scores 0.3 (but receives all child propagations,
// averaging out). Winner should be the click-A leaf.
expect(winner?.action).toBe('click-A');
});
});
});