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TaskCancellation (#7669)
* Smol comment * WIP, not passing ray.init * Fixed small problem * wip * Pseudo interrupt things * Basic prototype operational * correct proc title * Mostly done * Cleanup * cleaner raylet error * Cleaning up a few loose ends * Fixing Race Conds * Prelim testing * Fixing comments and adding second_check for kill * Working_new_impl * demo_ready * Fixing my english * Fixing a few problems * Small problems * Cleaning up * Response to changes * Fixing error passing * Merged to master * fixing lock * Cleaning up print statements * Format * Fixing Unit test build failure * mock_worker fix * java_fix * Canel * Switching to Cancel * Responding to Review * FixFormatting * Lease cancellation * FInal comments? * Moving exist check to CoreWorker * Fix Actor Transport Test * Fixing task manager test * chaning clock repr * Fix build * fix white space * lint fix * Updating to medium size * Fixing Java test compilation issue * lengthen bad timeouts
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import pytest
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import ray
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import random
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import sys
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import time
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from ray.exceptions import RayTaskError, RayTimeoutError, \
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RayCancellationError, RayWorkerError
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from ray.test_utils import SignalActor
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def valid_exceptions(use_force):
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if use_force:
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return (RayTaskError, RayCancellationError, RayWorkerError)
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else:
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return (RayTaskError, RayCancellationError)
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@pytest.mark.parametrize("use_force", [True, False])
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def test_cancel_chain(ray_start_regular, use_force):
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signaler = SignalActor.remote()
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@ray.remote
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def wait_for(t):
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return ray.get(t[0])
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obj1 = wait_for.remote([signaler.wait.remote()])
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obj2 = wait_for.remote([obj1])
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obj3 = wait_for.remote([obj2])
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obj4 = wait_for.remote([obj3])
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assert len(ray.wait([obj1], timeout=.1)[0]) == 0
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ray.cancel(obj1, use_force)
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for ob in [obj1, obj2, obj3, obj4]:
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(ob)
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signaler2 = SignalActor.remote()
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obj1 = wait_for.remote([signaler2.wait.remote()])
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obj2 = wait_for.remote([obj1])
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obj3 = wait_for.remote([obj2])
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obj4 = wait_for.remote([obj3])
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assert len(ray.wait([obj3], timeout=.1)[0]) == 0
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ray.cancel(obj3, use_force)
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for ob in [obj3, obj4]:
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(ob)
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with pytest.raises(RayTimeoutError):
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ray.get(obj1, timeout=.1)
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with pytest.raises(RayTimeoutError):
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ray.get(obj2, timeout=.1)
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signaler2.send.remote()
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ray.get(obj1, timeout=10)
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@pytest.mark.parametrize("use_force", [True, False])
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def test_cancel_multiple_dependents(ray_start_regular, use_force):
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signaler = SignalActor.remote()
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@ray.remote
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def wait_for(t):
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return ray.get(t[0])
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head = wait_for.remote([signaler.wait.remote()])
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deps = []
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for _ in range(3):
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deps.append(wait_for.remote([head]))
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assert len(ray.wait([head], timeout=.1)[0]) == 0
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ray.cancel(head, use_force)
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for d in deps:
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(d)
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head2 = wait_for.remote([signaler.wait.remote()])
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deps2 = []
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for _ in range(3):
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deps2.append(wait_for.remote([head]))
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for d in deps2:
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ray.cancel(d, use_force)
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for d in deps2:
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(d)
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signaler.send.remote()
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ray.get(head2, timeout=1)
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@pytest.mark.parametrize("use_force", [True, False])
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def test_single_cpu_cancel(shutdown_only, use_force):
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ray.init(num_cpus=1)
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signaler = SignalActor.remote()
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@ray.remote
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def wait_for(t):
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return ray.get(t[0])
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obj1 = wait_for.remote([signaler.wait.remote()])
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obj2 = wait_for.remote([obj1])
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obj3 = wait_for.remote([obj2])
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indep = wait_for.remote([signaler.wait.remote()])
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assert len(ray.wait([obj3], timeout=.1)[0]) == 0
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ray.cancel(obj3, use_force)
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(obj3, 10)
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ray.cancel(obj1, use_force)
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for d in [obj1, obj2]:
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(d)
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signaler.send.remote()
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ray.get(indep)
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@pytest.mark.parametrize("use_force", [True, False])
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def test_comprehensive(ray_start_regular, use_force):
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signaler = SignalActor.remote()
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@ray.remote
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def wait_for(t):
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ray.get(t[0])
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return "Result"
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@ray.remote
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def combine(a, b):
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return str(a) + str(b)
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a = wait_for.remote([signaler.wait.remote()])
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b = wait_for.remote([signaler.wait.remote()])
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combo = combine.remote(a, b)
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a2 = wait_for.remote([a])
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assert len(ray.wait([a, b, a2, combo], timeout=1)[0]) == 0
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ray.cancel(a, use_force)
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(a, 10)
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(a2, 10)
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signaler.send.remote()
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(combo, 10)
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@pytest.mark.parametrize("use_force", [True, False])
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def test_stress(shutdown_only, use_force):
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ray.init(num_cpus=1)
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@ray.remote
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def infinite_sleep(y):
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if y:
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while True:
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time.sleep(1 / 10)
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first = infinite_sleep.remote(True)
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sleep_or_no = [random.randint(0, 1) for _ in range(100)]
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tasks = [infinite_sleep.remote(i) for i in sleep_or_no]
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cancelled = set()
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for t in tasks:
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if random.random() > 0.5:
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ray.cancel(t, use_force)
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cancelled.add(t)
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ray.cancel(first, use_force)
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cancelled.add(first)
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for done in cancelled:
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(done, 10)
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for indx in range(len(tasks)):
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t = tasks[indx]
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if sleep_or_no[indx]:
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ray.cancel(t, use_force)
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cancelled.add(t)
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if t in cancelled:
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with pytest.raises(valid_exceptions(use_force)):
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ray.get(t, 10)
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else:
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ray.get(t)
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@pytest.mark.parametrize("use_force", [True, False])
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def test_fast(shutdown_only, use_force):
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ray.init(num_cpus=2)
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@ray.remote
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def fast(y):
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return y
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signaler = SignalActor.remote()
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ids = list()
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for _ in range(100):
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x = fast.remote("a")
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ray.cancel(x)
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ids.append(x)
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@ray.remote
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def wait_for(y):
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return y
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sig = signaler.wait.remote()
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for _ in range(5000):
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x = wait_for.remote(sig)
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ids.append(x)
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for idx in range(100, 5100):
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if random.random() > 0.95:
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ray.cancel(ids[idx])
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signaler.send.remote()
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for obj_id in ids:
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try:
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ray.get(obj_id, 10)
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except Exception as e:
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assert isinstance(e, valid_exceptions(use_force))
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if __name__ == "__main__":
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sys.exit(pytest.main(["-v", __file__]))
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