import os import signal import sys import time import numpy as np import pytest import ray from ray._common.test_utils import SignalActor from ray._private.test_utils import run_string_as_driver_nonblocking SIGKILL = signal.SIGKILL if sys.platform != "win32" else signal.SIGTERM # This test checks that when a worker dies in the middle of a get, the raylet will not die. def test_dying_worker_get(ray_start_2_cpus): @ray.remote def wait_on_signal(signal_1, signal_2): ray.get(signal_1.send.remote()) ray.get(signal_2.wait.remote()) return np.ones(200 * 1024, dtype=np.uint8) @ray.remote def get_worker_pid(): return os.getpid() signal_1 = SignalActor.remote() signal_2 = SignalActor.remote() x_id = wait_on_signal.remote(signal_1, signal_2) ray.get(signal_1.wait.remote()) # Get the PID of the other worker. worker_pid = ray.get(get_worker_pid.remote()) @ray.remote def f(id_in_a_list): ray.get(id_in_a_list[0]) # Have the worker wait in a get call. result_id = f.remote([x_id]) time.sleep(1) # Make sure the task hasn't finished. ready_ids, _ = ray.wait([result_id], timeout=0) assert len(ready_ids) == 0 # Kill the worker. os.kill(worker_pid, SIGKILL) time.sleep(0.1) # Make sure the sleep task hasn't finished. ready_ids, _ = ray.wait([x_id], timeout=0) assert len(ready_ids) == 0 # So that we attempt to notify the worker that the object is available. ray.get(signal_2.send.remote()) ray.get(x_id) time.sleep(0.1) # Make sure that nothing has died. assert ray._private.services.remaining_processes_alive() # This test checks that when a driver dies in the middle of a get, the raylet will not die. def test_dying_driver_get(ray_start_regular): # Start the Ray processes. address_info = ray_start_regular @ray.remote def wait_on_signal(signal): ray.get(signal.wait.remote()) return np.ones(200 * 1024, dtype=np.uint8) signal = SignalActor.remote() x_id = wait_on_signal.remote(signal) driver = """ import ray ray.init("{}") ray.get(ray.ObjectRef(ray._common.utils.hex_to_binary("{}"))) """.format( address_info["address"], x_id.hex() ) p = run_string_as_driver_nonblocking(driver) # Make sure the driver is running. time.sleep(1) assert p.poll() is None # Kill the driver process. p.kill() p.wait() time.sleep(0.1) # Make sure the original task hasn't finished. ready_ids, _ = ray.wait([x_id], timeout=0) assert len(ready_ids) == 0 # So that we attempt to notify the worker that the object is available. ray.get(signal.send.remote()) ray.get(x_id) time.sleep(0.1) # Make sure that nothing has died. assert ray._private.services.remaining_processes_alive() # This test checks that when a worker dies in the middle of a wait, the raylet will not die. def test_dying_worker_wait(ray_start_2_cpus): @ray.remote def wait_on_signal(signal): ray.get(signal.wait.remote()) return np.ones(200 * 1024, dtype=np.uint8) @ray.remote def get_pid(): return os.getpid() signal = SignalActor.remote() x_id = wait_on_signal.remote(signal) # Get the PID of the worker that block_in_wait will run on (sleep a little # to make sure that wait_on_signal has already started). time.sleep(0.1) worker_pid = ray.get(get_pid.remote()) @ray.remote def block_in_wait(object_ref_in_list): ray.wait(object_ref_in_list) # Have the worker wait in a wait call. block_in_wait.remote([x_id]) time.sleep(0.1) # Kill the worker. os.kill(worker_pid, SIGKILL) time.sleep(0.1) # So that we attempt to notify the worker that the object is available. ray.get(signal.send.remote()) ray.get(x_id) time.sleep(0.1) # Make sure that nothing has died. assert ray._private.services.remaining_processes_alive() # This test checks that when a driver dies in the middle of a wait, the raylet will not die. def test_dying_driver_wait(ray_start_regular): # Start the Ray processes. address_info = ray_start_regular @ray.remote def wait_on_signal(signal): ray.get(signal.wait.remote()) return np.ones(200 * 1024, dtype=np.uint8) signal = SignalActor.remote() x_id = wait_on_signal.remote(signal) driver = """ import ray ray.init("{}") ray.wait([ray.ObjectRef(ray._common.utils.hex_to_binary("{}"))]) """.format( address_info["address"], x_id.hex() ) p = run_string_as_driver_nonblocking(driver) # Make sure the driver is running. time.sleep(1) assert p.poll() is None # Kill the driver process. p.kill() p.wait() time.sleep(0.1) # Make sure the original task hasn't finished. ready_ids, _ = ray.wait([x_id], timeout=0) assert len(ready_ids) == 0 # So that we attempt to notify the worker that the object is available. ray.get(signal.send.remote()) ray.get(x_id) time.sleep(0.1) # Make sure that nothing has died. assert ray._private.services.remaining_processes_alive() if __name__ == "__main__": sys.exit(pytest.main(["-sv", __file__]))