import unittest from multiprocessing import Event from time import sleep from typing import Optional from onnx_web.params import DeviceParams from onnx_web.server.context import ServerContext from onnx_web.worker.pool import DevicePoolExecutor TEST_JOIN_TIMEOUT = 0.2 lock = Event() def test_job(*args, **kwargs): lock.wait() def wait_job(*args, **kwargs): sleep(0.5) class TestWorkerPool(unittest.TestCase): # lock: Optional[Event] pool: Optional[DevicePoolExecutor] def setUp(self) -> None: self.pool = None def tearDown(self) -> None: if self.pool is not None: self.pool.join() def test_no_devices(self): server = ServerContext() self.pool = DevicePoolExecutor(server, [], join_timeout=TEST_JOIN_TIMEOUT) self.pool.start() def test_fake_worker(self): device = DeviceParams("cpu", "CPUProvider") server = ServerContext() self.pool = DevicePoolExecutor(server, [device], join_timeout=TEST_JOIN_TIMEOUT) self.pool.start() self.assertEqual(len(self.pool.workers), 1) def test_cancel_pending(self): device = DeviceParams("cpu", "CPUProvider") server = ServerContext() self.pool = DevicePoolExecutor(server, [device], join_timeout=TEST_JOIN_TIMEOUT) self.pool.start() self.pool.submit("test", wait_job, lock=lock) self.assertEqual(self.pool.done("test"), (True, None)) self.assertTrue(self.pool.cancel("test")) self.assertEqual(self.pool.done("test"), (False, None)) def test_cancel_running(self): pass def test_next_device(self): device = DeviceParams("cpu", "CPUProvider") server = ServerContext() self.pool = DevicePoolExecutor(server, [device], join_timeout=TEST_JOIN_TIMEOUT) self.pool.start() self.assertEqual(self.pool.get_next_device(), 0) def test_needs_device(self): device1 = DeviceParams("cpu1", "CPUProvider") device2 = DeviceParams("cpu2", "CPUProvider") server = ServerContext() self.pool = DevicePoolExecutor( server, [device1, device2], join_timeout=TEST_JOIN_TIMEOUT ) self.pool.start() self.assertEqual(self.pool.get_next_device(needs_device=device2), 1) def test_done_running(self): """ TODO: flaky """ device = DeviceParams("cpu", "CPUProvider") server = ServerContext() self.pool = DevicePoolExecutor( server, [device], join_timeout=TEST_JOIN_TIMEOUT, progress_interval=0.1 ) self.pool.start(lock) self.pool.submit("test", test_job) sleep(5.0) pending, _progress = self.pool.done("test") self.assertFalse(pending) def test_done_pending(self): device = DeviceParams("cpu", "CPUProvider") server = ServerContext() self.pool = DevicePoolExecutor(server, [device], join_timeout=TEST_JOIN_TIMEOUT) self.pool.start(lock) self.pool.submit("test1", test_job) self.pool.submit("test2", test_job) self.assertTrue(self.pool.done("test2"), (True, None)) lock.set() def test_done_finished(self): """ TODO: flaky """ device = DeviceParams("cpu", "CPUProvider") server = ServerContext() self.pool = DevicePoolExecutor( server, [device], join_timeout=TEST_JOIN_TIMEOUT, progress_interval=0.1 ) self.pool.start() self.pool.submit("test", wait_job) self.assertEqual(self.pool.done("test"), (True, None)) sleep(5.0) pending, _progress = self.pool.done("test") self.assertFalse(pending) def test_recycle_live(self): pass def test_recycle_dead(self): pass def test_running_status(self): pass