Files
Mujoco_WASM/web_platform/physics/agent.ts
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chenlin f3a8a38acd
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feat: release v1.0.1 CADWorld 网站与 LeKiwi 智能抓放
集成同源 BYOK 会话隔离、精简模型设置、官方订阅入口和 HTTPS 发布运维;保留本地训练/调参与控制能力。同步 npm 版本及 CHANGELOG,记录公网真实 API 验收仍待用户凭据。
2026-09-24 09:57:41 +08:00

357 lines
13 KiB
TypeScript

import { MainThreadPhysicsAdapter } from '../src/simulation/PhysicsAdapter';
import { importBrowserFiles } from '../src/project/importer';
import type { ProjectManifest } from '../src/project/types';
import { composePickPlaceScene, PICK_PLACE_ROBOT } from '../src/mobile/agent/PickPlaceScene';
import { DeterministicBaseline } from '../src/mobile/agent/DeterministicBaseline';
import { AgentTaskController } from '../src/mobile/agent/AgentTaskController';
import { MockDecisionProvider } from '../src/mobile/agent/MockDecisionProvider';
import { DecisionClient } from '../src/mobile/agent/DecisionClient';
import { ModelBindings } from '../src/simulation/ModelBindings';
import { PICK_PLACE as P } from '../src/mobile/agent/PickPlaceScene';
type Fault =
| 'empty-grasp'
| 'empty-once'
| 'alignment'
| 'slip'
| 'jam'
| 'navigation'
| 'unreachable'
| 'overspeed';
const adapter = new MainThreadPhysicsAdapter();
let source: ProjectManifest | undefined;
let active: DeterministicBaseline | undefined;
let task: AgentTaskController | undefined;
let generation = 0;
const api = {
async boot(url: string) {
const response = await fetch(url);
if (!response.ok) throw new Error(`A 资产 HTTP ${response.status}`);
source = await importBrowserFiles([new File([await response.blob()], 'lekiwi-v1.zip')]);
},
async baseline(seed: number, governed = false) {
const epoch = ++generation;
task?.dispose();
task = undefined;
active?.dispose();
active = undefined;
if (!source) throw new Error('尚未导入 A 资产');
await adapter.load(source, 'URDF/LeKiwi.urdf', {
robotProfileId: 'lekiwi-v1',
configureRobotRuntime: false,
mobileRobot: governed ? PICK_PLACE_ROBOT : undefined,
urdfMode: 'mjcf',
baseMode: 'floating',
map: { kind: 'none' },
sceneComposer: (xml) => composePickPlaceScene(xml, seed, governed),
});
adapter.releaseRetired();
const session = adapter.session!;
let baseline!: DeterministicBaseline;
let ownerAtStart = 'manual';
if (governed) {
session.startAgent((write) => {
baseline = new DeterministicBaseline(session, seed, write);
let cancelled = false;
return {
beforeStep: () => {
if (cancelled) return false;
baseline.beforeStep();
return baseline.status === 'running';
},
afterStep: (dt) => {
baseline.afterStep(dt);
if (baseline.status !== 'running') session.stopAgent(baseline.status);
},
hold: () => baseline.hold(),
cancel: () => {
cancelled = true;
},
dispose: () => baseline.dispose(),
};
});
session.setPaused(false);
ownerAtStart = session.snapshot().controlOwner!;
} else
baseline = new DeterministicBaseline(session, seed, (id, value) =>
session.setActuator(id, value),
);
active = baseline;
const opt = session.model.opt,
dt = Number(opt.timestep);
opt.delete();
let steps = 0;
const began = performance.now();
while (baseline.status === 'running') {
if (epoch !== generation) throw new Error('基线已取消');
if (!governed) baseline.beforeStep();
if (baseline.status !== 'running') break;
session.singleStep();
if (++steps % 20 === 0) session.module.mj_forward(session.model, session.data);
if (!governed) baseline.afterStep(dt);
if (steps % 200 === 0) await new Promise<void>((resolve) => setTimeout(resolve, 0));
}
const result = {
seed,
ownerAtStart,
status: baseline.status,
error: baseline.error,
steps,
simTime: Number(session.data.time),
wallMs: performance.now() - began,
transported: baseline.evaluator.transported,
succeeded: baseline.evaluator.succeeded,
maxJointSpeed: baseline.maxJointSpeed,
final: baseline.sample,
trace: baseline.trace,
};
baseline.dispose();
active = undefined;
return result;
},
async task(
seed: number,
connection?: { address: string; token: string },
options: { fault?: Fault; goal?: number[] } = {},
) {
if (connection && options.fault) throw new Error('故障夹具禁止真实 API');
const epoch = ++generation;
task?.dispose();
active?.dispose();
if (!source) throw new Error('尚未导入 A 资产');
await adapter.load(source, 'URDF/LeKiwi.urdf', {
robotProfileId: 'lekiwi-v1',
configureRobotRuntime: false,
mobileRobot: PICK_PLACE_ROBOT,
urdfMode: 'mjcf',
baseMode: 'floating',
map: { kind: 'none' },
sceneComposer: (xml) => composePickPlaceScene(xml, seed, true, options.goal),
});
adapter.releaseRetired();
const session = adapter.session!;
const provider = connection
? new DecisionClient(connection.address, connection.token)
: new MockDecisionProvider();
let controller!: AgentTaskController;
let skills!: DeterministicBaseline;
session.startAgent((write) => {
const b = new ModelBindings(session.model),
r = PICK_PLACE_ROBOT;
const grip = b.scalarActuator(
r.gripperActuators[0].name,
r.gripperJoint,
'position',
).actuatorId;
const jam = b.scalarActuator(r.armActuators[1], r.armJoints[1].name, 'position').actuatorId;
const wheels = new Set(
r.baseActuators.map(
(name, i) => b.scalarActuator(name, r.baseJoints[i], 'velocity').actuatorId,
),
);
let jamTarget = 0,
slipAt: number | undefined,
slipOpening = 0;
// Test-only actuator faults: no live qpos writes, attachments or object teleportation.
const disturbedWrite = (id: number, value: number) => {
if (options.fault === 'jam' && id === jam) value = jamTarget;
if (options.fault === 'overspeed' && id === jam) value = r.armJoints[1].max;
if (options.fault === 'navigation' && wheels.has(id)) value = 0;
if (
id === grip &&
(options.fault === 'empty-grasp' ||
(options.fault === 'empty-once' && controller.failures.length === 0))
)
value = r.gripperOpen;
if (id === grip && options.fault === 'slip') {
if (
slipAt === undefined &&
skills.phase === 'carry' &&
skills.evaluator.transported > 0.12
) {
slipAt = skills.sample.time;
slipOpening = skills.sample.opening;
}
if (slipAt !== undefined) {
const opening = Math.min(
1,
slipOpening + P.gripperOpeningRate * (skills.sample.time - slipAt),
);
value = r.gripperClosed + opening * (r.gripperOpen - r.gripperClosed);
}
}
write(id, value);
};
skills = new DeterministicBaseline(session, seed, disturbedWrite, true, options.goal);
jamTarget = skills.sample.joints[1];
if (options.fault === 'unreachable' || options.fault === 'alignment') {
const solve = skills.ik.solve.bind(skills.ik);
// Actual scratch-data IK, not fake success/failure results or live qpos writes.
skills.ik.solve = (target) =>
solve(
options.fault === 'unreachable' ? [2, 2, 2] : [target[0] + 0.02, target[1], target[2]],
);
}
controller = new AgentTaskController(
skills,
provider,
'将方块抓起,使用底盘搬运到指定支撑台并释放、撤离。',
);
return controller;
});
task = controller;
active = skills;
session.setPaused(false);
const ownerAtStart = session.snapshot().controlOwner;
const began = performance.now();
let frames = 0;
while (!controller.terminal) {
if (epoch !== generation) throw new Error('任务已取消');
session.singleStep();
if (++frames % 20 === 0 && controller.state === 'executing')
session.module.mj_forward(session.model, session.data);
if (frames % 200 === 0) await new Promise<void>((resolve) => setTimeout(resolve, 0));
}
const result = {
...controller.snapshot(),
fault: options.fault ?? null,
ownerAtStart,
seed,
simTime: Number(session.data.time),
wallMs: performance.now() - began,
maxJointSpeed: skills.maxJointSpeed,
results: controller.results,
failures: controller.failures,
trace: skills.trace,
receipts: provider instanceof DecisionClient ? provider.receipts : [],
};
session.stopAgent('任务夹具已结束');
task = undefined;
active = undefined;
return result;
},
async lifecycle(action: 'pause-task' | 'pause-global' | 'stop' | 'force' | 'reload') {
task?.dispose();
active?.dispose();
if (!source) throw new Error('尚未导入 A 资产');
const load = () =>
adapter.load(source!, 'URDF/LeKiwi.urdf', {
robotProfileId: 'lekiwi-v1',
configureRobotRuntime: false,
mobileRobot: PICK_PLACE_ROBOT,
urdfMode: 'mjcf',
baseMode: 'floating',
map: { kind: 'none' },
sceneComposer: (xml) => composePickPlaceScene(xml, 0, true),
});
await load();
adapter.releaseRetired();
const session = adapter.session!,
provider = new MockDecisionProvider();
let release!: () => void;
const delayed = new Promise<void>((resolve) => {
release = resolve;
});
const plan = provider.plan.bind(provider);
// Deliberately ignore abort AFTER creating the reply: prove the local epoch gate,
// not just HTTP cancellation, prevents a broken provider from moving real WASM.
provider.plan = async (...args) => {
const reply = await plan(...args);
await delayed;
return reply;
};
let controller!: AgentTaskController, skills!: DeterministicBaseline;
session.startAgent((write) => {
skills = new DeterministicBaseline(session, 0, write, true);
controller = new AgentTaskController(skills, provider, '抓取并搬运方块');
return controller;
});
task = controller;
active = skills;
session.setPaused(false);
session.singleStep();
await new Promise<void>((resolve) => setTimeout(resolve, 0));
if (controller.state !== 'planning') throw new Error('生命周期夹具未进入等待规划');
if (action === 'pause-task') controller.pause();
if (action === 'pause-global') session.setPaused(true);
if (action === 'stop') session.stopAgent('夹具停止');
if (action === 'force') session.setExternalForce(1, [1, 0, 0]);
if (action === 'reload') {
await load();
adapter.releaseRetired();
}
const current = adapter.session!;
const before = {
time: Number(current.data.time),
ctrl: Array.from(current.data.ctrl),
qpos: Array.from(current.data.qpos),
};
release();
await new Promise<void>((resolve) => setTimeout(resolve, 20));
for (let i = 0; i < 10; i++) current.advance(performance.now() + i * 20);
const after = {
time: Number(current.data.time),
ctrl: Array.from(current.data.ctrl),
qpos: Array.from(current.data.qpos),
};
const result = {
action,
source: 'delayed-mock-plus-real-WASM',
state: controller.state,
owner: current.controlOwner,
jevCalls: controller.jevCalls,
before,
after,
};
controller.cancel('生命周期验收结束');
return result;
},
async resources() {
const rows: { heapBytes: number; resources: { isDeleted(): boolean }[] }[] = [];
for (let i = 0; i < 8; i++) {
await api.lifecycle('stop');
const current = adapter.session!;
// Test-only reflection retains handles, not their typed-array views, to verify
// native deletions rather than inferring a leak from linear-memory capacity.
const ik = active!.ik as unknown as {
scratch: { isDeleted(): boolean };
positionJacobian: { isDeleted(): boolean };
rotationJacobian: { isDeleted(): boolean };
};
const sampler = active! as unknown as { sampler: { force: { isDeleted(): boolean } } };
rows.push({
heapBytes: (current.data.qpos as Float64Array).buffer.byteLength,
resources: [
current.model,
current.data,
ik.scratch,
ik.positionJacobian,
ik.rotationJacobian,
sampler.sampler.force,
],
});
task?.dispose();
active?.dispose();
}
api.dispose();
return rows.map((row) => ({
heapBytes: row.heapBytes,
deleted: row.resources.map((resource) => resource.isDeleted()),
}));
},
dispose() {
generation++;
task?.dispose();
task = undefined;
active?.dispose();
active = undefined;
adapter.dispose();
},
};
declare global {
interface Window {
lekiwiAgent: typeof api;
}
}
window.lekiwiAgent = api;