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212 lines
7.3 KiB
Python
212 lines
7.3 KiB
Python
import subprocess
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import sys
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import tempfile
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import threading
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import time
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import unittest
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from pathlib import Path
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from unittest.mock import patch
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sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
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from server import ( # noqa: E402
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MAX_JOBS,
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ApiError,
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TrainingJob,
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TrainingManager,
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TrainingRequestHandler,
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default_trainer_root,
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termination_signal_handler,
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)
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class TrainingManagerTest(unittest.TestCase):
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def setUp(self):
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self.temporary = tempfile.TemporaryDirectory()
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self.root = Path(self.temporary.name)
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(self.root / "scripts").mkdir()
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(self.root / "scripts" / "train.py").write_text(
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"""import os, pathlib, time
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print('WANDB_MODE=' + os.environ.get('WANDB_MODE', ''), flush=True)
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print('Learning iteration 1 / 2', flush=True)
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time.sleep(0.02)
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print('Learning iteration 2 / 2', flush=True)
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out=pathlib.Path('logs/rsl_rl/test/run/policy.onnx')
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out.parent.mkdir(parents=True, exist_ok=True)
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out.write_bytes(b'onnx')
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""",
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encoding="utf-8",
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)
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self.manager = TrainingManager(
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self.root, sys.executable, ("Unitree-Go2-Flat",), check_environment=False
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)
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def tearDown(self):
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self.temporary.cleanup()
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@staticmethod
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def payload(**patch):
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value = {
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"taskId": "Unitree-Go2-Flat",
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"numEnvs": 16,
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"maxIterations": 2,
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"seed": 42,
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"runName": "browser-test",
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"device": "cpu",
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"gpuIds": [],
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"wandbMode": "offline",
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}
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value.update(patch)
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return value
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def test_default_trainer_is_bundled_with_go2_assets(self):
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trainer_root = default_trainer_root()
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self.assertEqual(trainer_root, Path(__file__).resolve().parents[1] / "rl")
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self.assertTrue((trainer_root / "scripts" / "train.py").is_file())
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self.assertTrue(
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(
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trainer_root
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/ "src"
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/ "assets"
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/ "robots"
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/ "unitree_go2"
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/ "xmls"
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/ "go2.xml"
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).is_file()
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)
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def test_validates_allowlist_and_limits(self):
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with self.assertRaises(ApiError):
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self.manager.parse_config(self.payload(taskId="shell injection"))
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with self.assertRaises(ApiError):
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self.manager.parse_config(self.payload(numEnvs=0))
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with self.assertRaises(ApiError):
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self.manager.parse_config(self.payload(runName="bad name"))
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with self.assertRaises(ApiError):
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self.manager.parse_config(self.payload(wandbMode="login"))
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def test_builds_argument_array_without_shell(self):
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config = self.manager.parse_config(self.payload(device="gpu", gpuIds=[0, 2]))
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command = self.manager.command_for(config)
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self.assertEqual(
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command[:4], [sys.executable, "-u", "scripts/train.py", "Unitree-Go2-Flat"]
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)
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self.assertEqual(command[-2:], ["--gpu-ids", "[0,2]"])
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def test_requires_local_host_origin_and_bearer_token(self):
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handler = object.__new__(TrainingRequestHandler)
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handler.access_token = "secret-token-1234"
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handler.allowed_origins = ()
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handler.headers = {
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"Host": "127.0.0.1:8765",
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"Origin": "http://localhost:5173",
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"Authorization": "Bearer secret-token-1234",
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}
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handler._ensure_request()
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handler.headers["Authorization"] = "Bearer wrong-token"
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with self.assertRaises(ApiError) as error:
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handler._ensure_request()
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self.assertEqual(error.exception.status, 401)
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handler.headers["Authorization"] = "Bearer secret-token-1234"
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handler.headers["Host"] = "attacker.example"
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with self.assertRaises(ApiError) as error:
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handler._ensure_request()
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self.assertEqual(error.exception.status, 403)
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def test_caps_completed_job_history(self):
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config = self.manager.parse_config(self.payload())
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for index in range(MAX_JOBS):
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job_id = f"{index:032x}"
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self.manager.jobs[job_id] = TrainingJob(
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id=job_id,
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config=config,
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state="succeeded",
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)
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with patch("server.threading.Thread") as thread:
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created = self.manager.start(self.payload())
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self.assertEqual(len(self.manager.jobs), MAX_JOBS)
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self.assertNotIn(f"{0:032x}", self.manager.jobs)
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self.assertIn(created["id"], self.manager.jobs)
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thread.return_value.start.assert_called_once()
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def test_cancel_waits_until_starting_process_is_registered(self):
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entered_popen = threading.Event()
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release_popen = threading.Event()
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terminated = threading.Event()
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class FakeStdout:
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def __iter__(self):
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terminated.wait(2)
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return iter(())
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def close(self):
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pass
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class FakeProcess:
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pid = 1234
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stdout = FakeStdout()
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@staticmethod
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def poll():
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return -15 if terminated.is_set() else None
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@staticmethod
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def wait(timeout=None):
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if not terminated.wait(timeout):
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raise subprocess.TimeoutExpired("fake-training", timeout)
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return -15
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def create_process(*_args, **_kwargs):
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entered_popen.set()
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self.assertTrue(release_popen.wait(2))
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return FakeProcess()
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config = self.manager.parse_config(self.payload())
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job = TrainingJob(id="a" * 32, config=config)
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self.manager.jobs[job.id] = job
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runner = threading.Thread(target=self.manager._run, args=(job,))
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cancel_done = threading.Event()
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def cancel():
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self.manager.cancel(job.id)
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cancel_done.set()
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with (
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patch("server.subprocess.Popen", side_effect=create_process),
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patch("server.os.killpg", side_effect=lambda *_args: terminated.set()) as killpg,
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):
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runner.start()
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self.assertTrue(entered_popen.wait(2))
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canceller = threading.Thread(target=cancel)
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canceller.start()
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self.assertFalse(cancel_done.wait(0.05))
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release_popen.set()
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canceller.join(2)
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runner.join(2)
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self.assertFalse(runner.is_alive())
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self.assertFalse(canceller.is_alive())
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killpg.assert_called_once_with(FakeProcess.pid, 15)
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self.assertEqual(self.manager.get(job.id)["state"], "cancelled")
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def test_sigterm_enters_controlled_shutdown(self):
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with self.assertRaises(KeyboardInterrupt):
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termination_signal_handler(15, None)
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def test_runs_job_and_exposes_new_onnx_artifact(self):
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job = self.manager.start(self.payload())
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deadline = time.monotonic() + 5
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while time.monotonic() < deadline:
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job = self.manager.get(job["id"])
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if job["state"] not in ("queued", "running"):
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break
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time.sleep(0.02)
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self.assertEqual(job["state"], "succeeded")
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self.assertEqual(job["iteration"], 2)
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self.assertIn("WANDB_MODE=offline", job["logs"])
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self.assertTrue(job["artifactReady"])
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self.assertEqual(self.manager.artifact(job["id"]).read_bytes(), b"onnx")
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if __name__ == "__main__":
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unittest.main()
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