Test dying_worker_get and dying_worker_wait for xray. (#2997)

This tests the case in which a worker is blocked in a call to ray.get or ray.wait, and then the worker dies. Then later, the object that the worker was waiting for becomes available. We need to make sure not to try to send a message to the dead worker and then die. Related to #2790.
This commit is contained in:
Robert Nishihara
2018-10-02 00:08:47 -07:00
committed by Richard Liaw
parent 2019b4122b
commit 3ce8eb2d4c
7 changed files with 304 additions and 81 deletions
+202 -2
View File
@@ -2,11 +2,14 @@ from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import pytest
import os
import ray
import signal
import time
import pytest
import ray
from ray.test.test_utils import run_string_as_driver_nonblocking
import pyarrow as pa
@@ -23,6 +26,112 @@ def ray_start_workers_separate():
ray.shutdown()
@pytest.fixture
def shutdown_only():
yield None
# The code after the yield will run as teardown code.
ray.shutdown()
# This test checks that when a worker dies in the middle of a get, the plasma
# store and raylet will not die.
@pytest.mark.skipif(
os.environ.get("RAY_USE_XRAY") != "1",
reason="This test only works with xray.")
@pytest.mark.skipif(
os.environ.get("RAY_USE_NEW_GCS") == "on",
reason="Not working with new GCS API.")
def test_dying_worker_get_raylet(shutdown_only):
# Start the Ray processes.
ray.init(num_cpus=2)
@ray.remote
def sleep_forever():
time.sleep(10**6)
@ray.remote
def get_worker_pid():
return os.getpid()
x_id = sleep_forever.remote()
time.sleep(0.01) # Try to wait for the sleep task to get scheduled.
# 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, signal.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
# Seal the object so the store attempts to notify the worker that the
# get has been fulfilled.
ray.worker.global_worker.put_object(x_id, 1)
time.sleep(0.1)
# Make sure that nothing has died.
assert ray.services.all_processes_alive()
# This test checks that when a driver dies in the middle of a get, the plasma
# store and raylet will not die.
@pytest.mark.skipif(
os.environ.get("RAY_USE_XRAY") != "1",
reason="This test only works with xray.")
@pytest.mark.skipif(
os.environ.get("RAY_USE_NEW_GCS") == "on",
reason="Not working with new GCS API.")
def test_dying_driver_get(shutdown_only):
# Start the Ray processes.
address_info = ray.init(num_cpus=1)
@ray.remote
def sleep_forever():
time.sleep(10**6)
x_id = sleep_forever.remote()
driver = """
import ray
ray.init("{}")
ray.get(ray.ObjectID({}))
""".format(address_info["redis_address"], x_id.id())
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
# Seal the object so the store attempts to notify the worker that the
# get has been fulfilled.
ray.worker.global_worker.put_object(x_id, 1)
time.sleep(0.1)
# Make sure that nothing has died.
assert ray.services.all_processes_alive()
# This test checks that when a worker dies in the middle of a get, the
# plasma store and manager will not die.
@pytest.mark.skipif(
@@ -59,6 +168,97 @@ def test_dying_worker_get(ray_start_workers_separate):
exclude=[ray.services.PROCESS_TYPE_WORKER])
# This test checks that when a worker dies in the middle of a wait, the plasma
# store and raylet will not die.
@pytest.mark.skipif(
os.environ.get("RAY_USE_XRAY") != "1",
reason="This test only works with xray.")
@pytest.mark.skipif(
os.environ.get("RAY_USE_NEW_GCS") == "on",
reason="Not working with new GCS API.")
def test_dying_worker_wait_raylet(shutdown_only):
ray.init(num_cpus=2)
@ray.remote
def sleep_forever():
time.sleep(10**6)
@ray.remote
def get_pid():
return os.getpid()
x_id = sleep_forever.remote()
# Get the PID of the worker that block_in_wait will run on (sleep a little
# to make sure that sleep_forever has already started).
time.sleep(0.1)
worker_pid = ray.get(get_pid.remote())
@ray.remote
def block_in_wait(object_id_in_list):
ray.wait(object_id_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, signal.SIGKILL)
time.sleep(0.1)
# Create the object.
ray.worker.global_worker.put_object(x_id, 1)
time.sleep(0.1)
# Make sure that nothing has died.
assert ray.services.all_processes_alive()
# This test checks that when a driver dies in the middle of a wait, the plasma
# store and raylet will not die.
@pytest.mark.skipif(
os.environ.get("RAY_USE_XRAY") != "1",
reason="This test only works with xray.")
@pytest.mark.skipif(
os.environ.get("RAY_USE_NEW_GCS") == "on",
reason="Not working with new GCS API.")
def test_dying_driver_wait(shutdown_only):
# Start the Ray processes.
address_info = ray.init(num_cpus=1)
@ray.remote
def sleep_forever():
time.sleep(10**6)
x_id = sleep_forever.remote()
driver = """
import ray
ray.init("{}")
ray.wait([ray.ObjectID({})])
""".format(address_info["redis_address"], x_id.id())
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
# Seal the object so the store attempts to notify the worker that the
# wait can return.
ray.worker.global_worker.put_object(x_id, 1)
time.sleep(0.1)
# Make sure that nothing has died.
assert ray.services.all_processes_alive()
# This test checks that when a worker dies in the middle of a wait, the
# plasma store and manager will not die.
@pytest.mark.skipif(