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import logging
import platform
import time
from datetime import datetime, timedelta, timezone
from uuid import uuid4
import billiard as multiprocessing
import pytest
import celery
from celery import chain, chord, group
from celery.canvas import StampingVisitor
from celery.signals import task_received
from celery.utils.serialization import UnpickleableExceptionWrapper
from celery.worker import state as worker_state
from .conftest import TEST_BACKEND, get_active_redis_channels, get_redis_connection
from .tasks import (ClassBasedAutoRetryTask, ExpectedException, add, add_ignore_result, add_not_typed, add_pydantic,
add_pydantic_string_annotations, fail, fail_unpickleable, print_unicode, retry, retry_once,
retry_once_headers, retry_once_priority, retry_unpickleable, return_properties,
second_order_replace1, sleeping, soft_time_limit_must_exceed_time_limit)
TIMEOUT = 10
_flaky = pytest.mark.flaky(reruns=5, reruns_delay=2)
_timeout = pytest.mark.timeout(timeout=300)
def flaky(fn):
return _timeout(_flaky(fn))
def set_multiprocessing_start_method():
"""Set multiprocessing start method to 'fork' if not on Linux."""
if platform.system() != "Linux":
try:
multiprocessing.set_start_method("fork")
except RuntimeError:
# The method is already set
pass
class test_class_based_tasks:
@flaky
def test_class_based_task_retried(self, celery_session_app,
celery_session_worker):
task = ClassBasedAutoRetryTask()
celery_session_app.register_task(task)
res = task.delay()
assert res.get(timeout=TIMEOUT) == 1
def _producer(j):
"""Single producer helper function"""
results = []
for i in range(20):
results.append([i + j, add.delay(i, j)])
for expected, result in results:
value = result.get(timeout=10)
assert value == expected
assert result.status == 'SUCCESS'
assert result.ready() is True
assert result.successful() is True
return j
class test_tasks:
def test_simple_call(self):
"""Tests direct simple call of task"""
assert add(1, 1) == 2
assert add(1, 1, z=1) == 3
@flaky
def test_basic_task(self, manager):
"""Tests basic task call"""
results = []
# Tests calling task only with args
for i in range(10):
results.append([i + i, add.delay(i, i)])
for expected, result in results:
value = result.get(timeout=10)
assert value == expected
assert result.status == 'SUCCESS'
assert result.ready() is True
assert result.successful() is True
results = []
# Tests calling task with args and kwargs
for i in range(10):
results.append([3*i, add.delay(i, i, z=i)])
for expected, result in results:
value = result.get(timeout=10)
assert value == expected
assert result.status == 'SUCCESS'
assert result.ready() is True
assert result.successful() is True
@flaky
@pytest.mark.skip(reason="Broken test")
def test_multiprocess_producer(self, manager):
"""Testing multiple processes calling tasks."""
set_multiprocessing_start_method()
from multiprocessing import Pool
pool = Pool(20)
ret = pool.map(_producer, range(120))
assert list(ret) == list(range(120))
@flaky
@pytest.mark.skip(reason="Broken test")
def test_multithread_producer(self, manager):
"""Testing multiple threads calling tasks."""
set_multiprocessing_start_method()
from multiprocessing.pool import ThreadPool
pool = ThreadPool(20)
ret = pool.map(_producer, range(120))
assert list(ret) == list(range(120))
@flaky
def test_ignore_result(self, manager):
"""Testing calling task with ignoring results."""
result = add.apply_async((1, 2), ignore_result=True)
assert result.get() is None
# We wait since it takes a bit of time for the result to be
# persisted in the result backend.
time.sleep(1)
assert result.result is None
@flaky
def test_pydantic_annotations(self, manager):
"""Tests task call with Pydantic model serialization."""
results = []
# Tests calling task only with args
for i in range(10):
results.append([i + i, add_pydantic.delay({'x': i, 'y': i})])
for expected, result in results:
value = result.get(timeout=10)
assert value == {'result': expected}
assert result.status == 'SUCCESS'
assert result.ready() is True
assert result.successful() is True
@flaky
def test_pydantic_string_annotations(self, manager):
"""Tests task call with string-annotated Pydantic model."""
results = []
# Tests calling task only with args
for i in range(10):
results.append([i + i, add_pydantic_string_annotations.delay({'x': i, 'y': i})])
for expected, result in results:
value = result.get(timeout=10)
assert value == {'result': expected}
assert result.status == 'SUCCESS'
assert result.ready() is True
assert result.successful() is True
@flaky
def test_timeout(self, manager):
"""Testing timeout of getting results from tasks."""
result = sleeping.delay(10)
with pytest.raises(celery.exceptions.TimeoutError):
result.get(timeout=5)
@pytest.mark.timeout(60)
@flaky
def test_expired(self, manager):
"""Testing expiration of task."""
# Fill the queue with tasks which took > 1 sec to process
for _ in range(4):
sleeping.delay(2)
# Execute task with expiration = 1 sec
result = add.apply_async((1, 1), expires=1)
with pytest.raises(celery.exceptions.TaskRevokedError):
result.get()
assert result.status == 'REVOKED'
assert result.ready() is True
assert result.failed() is False
assert result.successful() is False
# Fill the queue with tasks which took > 1 sec to process
for _ in range(4):
sleeping.delay(2)
# Execute task with expiration at now + 1 sec
result = add.apply_async((1, 1), expires=datetime.now(timezone.utc) + timedelta(seconds=1))
with pytest.raises(celery.exceptions.TaskRevokedError):
result.get()
assert result.status == 'REVOKED'
assert result.ready() is True
assert result.failed() is False
assert result.successful() is False
@flaky
def test_eta(self, manager):
"""Tests tasks scheduled at some point in future."""
start = time.perf_counter()
# Schedule task to be executed in 3 seconds
result = add.apply_async((1, 1), countdown=3)
time.sleep(1)
assert result.status == 'PENDING'
assert result.ready() is False
assert result.get() == 2
end = time.perf_counter()
assert result.status == 'SUCCESS'
assert result.ready() is True
# Difference between calling the task and result must be bigger than 3 secs
assert (end - start) > 3
start = time.perf_counter()
# Schedule task to be executed at time now + 3 seconds
result = add.apply_async((2, 2), eta=datetime.now(timezone.utc) + timedelta(seconds=3))
time.sleep(1)
assert result.status == 'PENDING'
assert result.ready() is False
assert result.get() == 4
end = time.perf_counter()
assert result.status == 'SUCCESS'
assert result.ready() is True
# Difference between calling the task and result must be bigger than 3 secs
assert (end - start) > 3
@flaky
def test_fail(self, manager):
"""Tests that the failing task propagates back correct exception."""
result = fail.delay()
with pytest.raises(ExpectedException):
result.get(timeout=5)
assert result.status == 'FAILURE'
assert result.ready() is True
assert result.failed() is True
assert result.successful() is False
@flaky
def test_revoked(self, manager):
"""Testing revoking of task"""
# Fill the queue with tasks to fill the queue
for _ in range(4):
sleeping.delay(2)
# Execute task and revoke it
result = add.apply_async((1, 1))
result.revoke()
with pytest.raises(celery.exceptions.TaskRevokedError):
result.get()
assert result.status == 'REVOKED'
assert result.ready() is True
assert result.failed() is False
assert result.successful() is False
def test_revoked_by_headers_simple_canvas(self, manager):
"""Testing revoking of task using a stamped header"""
target_monitoring_id = uuid4().hex
class MonitoringIdStampingVisitor(StampingVisitor):
def on_signature(self, sig, **headers) -> dict:
return {'monitoring_id': target_monitoring_id}
for monitoring_id in [target_monitoring_id, uuid4().hex, 4242, None]:
stamped_task = add.si(1, 1)
stamped_task.stamp(visitor=MonitoringIdStampingVisitor())
result = stamped_task.freeze()
result.revoke_by_stamped_headers(headers={'monitoring_id': [monitoring_id]})
stamped_task.apply_async()
if monitoring_id == target_monitoring_id:
with pytest.raises(celery.exceptions.TaskRevokedError):
result.get()
assert result.status == 'REVOKED'
assert result.ready() is True
assert result.failed() is False
assert result.successful() is False
else:
assert result.get() == 2
assert result.status == 'SUCCESS'
assert result.ready() is True
assert result.failed() is False
assert result.successful() is True
# Clear the set of revoked stamps in the worker state.
# This step is performed in each iteration of the loop to ensure that only tasks
# stamped with a specific monitoring ID will be revoked.
# For subsequent iterations with different monitoring IDs, the revoked stamps will
# not match the task's stamps, allowing those tasks to proceed successfully.
worker_state.revoked_stamps.clear()
@pytest.mark.timeout(20)
@pytest.mark.flaky(reruns=2)
def test_revoked_by_headers_complex_canvas(self, manager, subtests):
"""Testing revoking of task using a stamped header"""
try:
manager.app.backend.ensure_chords_allowed()
except NotImplementedError as e:
raise pytest.skip(e.args[0])
for monitoring_id in ["4242", [1234, uuid4().hex]]:
# Try to purge the queue before we start
# to attempt to avoid interference from other tests
manager.wait_until_idle()
target_monitoring_id = isinstance(monitoring_id, list) and monitoring_id[0] or monitoring_id
class MonitoringIdStampingVisitor(StampingVisitor):
def on_signature(self, sig, **headers) -> dict:
return {'monitoring_id': target_monitoring_id, 'stamped_headers': ['monitoring_id']}
stamped_task = sleeping.si(4)
stamped_task.stamp(visitor=MonitoringIdStampingVisitor())
result = stamped_task.freeze()
canvas = [
group([stamped_task]),
chord(group([stamped_task]), sleeping.si(2)),
chord(group([sleeping.si(2)]), stamped_task),
chain(stamped_task),
group([sleeping.si(2), stamped_task, sleeping.si(2)]),
chord([sleeping.si(2), stamped_task], sleeping.si(2)),
chord([sleeping.si(2), sleeping.si(2)], stamped_task),
chain(sleeping.si(2), stamped_task),
chain(sleeping.si(2), group([sleeping.si(2), stamped_task, sleeping.si(2)])),
chain(sleeping.si(2), group([sleeping.si(2), stamped_task]), sleeping.si(2)),
chain(sleeping.si(2), group([sleeping.si(2), sleeping.si(2)]), stamped_task),
]
result.revoke_by_stamped_headers(headers={'monitoring_id': monitoring_id})
for sig in canvas:
sig_result = sig.apply_async()
with subtests.test(msg='Testing if task was revoked'):
with pytest.raises(celery.exceptions.TaskRevokedError):
sig_result.get()
assert result.status == 'REVOKED'
assert result.ready() is True
assert result.failed() is False
assert result.successful() is False
worker_state.revoked_stamps.clear()
@flaky
def test_revoke_by_stamped_headers_no_match(self, manager):
response = manager.app.control.revoke_by_stamped_headers(
{"myheader": ["myvalue"]},
terminate=False,
reply=True,
)
expected_response = "headers {'myheader': ['myvalue']} flagged as revoked, but not terminated"
assert response[0][list(response[0].keys())[0]]["ok"] == expected_response
@flaky
def test_wrong_arguments(self, manager):
"""Tests that proper exceptions are raised when task is called with wrong arguments."""
with pytest.raises(TypeError):
add(5)
with pytest.raises(TypeError):
add(5, 5, wrong_arg=5)
with pytest.raises(TypeError):
add.delay(5)
with pytest.raises(TypeError):
add.delay(5, wrong_arg=5)
# Tasks with typing=False are not checked but execution should fail
result = add_not_typed.delay(5)
with pytest.raises(TypeError):
result.get(timeout=5)
assert result.status == 'FAILURE'
result = add_not_typed.delay(5, wrong_arg=5)
with pytest.raises(TypeError):
result.get(timeout=5)
assert result.status == 'FAILURE'
@pytest.mark.xfail(
condition=TEST_BACKEND == "rpc",
reason="Retry failed on rpc backend",
strict=False,
)
def test_retry(self, manager):
"""Tests retrying of task."""
# Tests when max. retries is reached
result = retry.delay()
tik = time.monotonic()
while time.monotonic() < tik + 5:
status = result.status
if status != 'PENDING':
break
time.sleep(0.1)
else:
raise AssertionError("Timeout while waiting for the task to be retried")
assert status == 'RETRY'
with pytest.raises(ExpectedException):
result.get()
assert result.status == 'FAILURE'
# Tests when task is retried but after returns correct result
result = retry.delay(return_value='bar')
tik = time.monotonic()
while time.monotonic() < tik + 5:
status = result.status
if status != 'PENDING':
break
time.sleep(0.1)
else:
raise AssertionError("Timeout while waiting for the task to be retried")
assert status == 'RETRY'
assert result.get() == 'bar'
assert result.status == 'SUCCESS'
def test_retry_with_unpickleable_exception(self, manager):
"""Test a task that retries with an unpickleable exception.
We expect to be able to fetch the result (exception) correctly.
"""
job = retry_unpickleable.delay(
"foo",
"bar",
retry_kwargs={"countdown": 10, "max_retries": 1},
)
# Wait for the task to raise the Retry exception
tik = time.monotonic()
while time.monotonic() < tik + 5:
status = job.status
if status != 'PENDING':
break
time.sleep(0.1)
else:
raise AssertionError("Timeout while waiting for the task to be retried")
assert status == 'RETRY'
# Get the exception
res = job.result
assert job.status == 'RETRY' # make sure that it wasn't completed yet
# Check it. Accept both the dedicated wrapper and plain Exception
# (some environments may return a stringified Exception instead).
if isinstance(res, UnpickleableExceptionWrapper):
assert res.exc_cls_name == "UnpickleableException"
assert res.exc_args == ("foo",)
else:
# Fallback: ensure the exception string mentions the class and argument
res_str = str(res)
assert "UnpickleableException" in res_str
assert "foo" in res_str
job.revoke()
def test_fail_with_unpickleable_exception(self, manager):
"""Test a task that fails with an unpickleable exception.
We expect to be able to fetch the result (exception) correctly.
"""
result = fail_unpickleable.delay("foo", "bar")
# Accept either the dedicated wrapper exception or a plain Exception
# whose string contains the class name and args (some backends
# may return a stringified exception).
try:
result.get()
pytest.fail("Expected an exception when getting result")
except UnpickleableExceptionWrapper as exc_wrapper:
assert exc_wrapper.exc_cls_name == "UnpickleableException"
assert exc_wrapper.exc_args == ("foo",)
except Exception as exc:
# Fallback: ensure the exception string mentions the class and argument
exc_str = str(exc)
assert "UnpickleableException" in exc_str
assert "foo" in exc_str
assert result.status == 'FAILURE'
# Requires investigation why it randomly succeeds/fails
@pytest.mark.skip(reason="Randomly fails")
def test_task_accepted(self, manager, sleep=1):
r1 = sleeping.delay(sleep)
sleeping.delay(sleep)
manager.assert_accepted([r1.id])
@flaky
def test_task_retried_once(self, manager):
res = retry_once.delay()
assert res.get(timeout=TIMEOUT) == 1 # retried once
@flaky
def test_task_retried_once_with_expires(self, manager):
res = retry_once.delay(expires=60)
assert res.get(timeout=TIMEOUT) == 1 # retried once
@flaky
def test_task_retried_priority(self, manager):
res = retry_once_priority.apply_async(priority=7)
assert res.get(timeout=TIMEOUT) == 7 # retried once with priority 7
@flaky
def test_task_retried_headers(self, manager):
res = retry_once_headers.apply_async(headers={'x-test-header': 'test-value'})
headers = res.get(timeout=TIMEOUT)
assert headers is not None # retried once with headers
assert 'x-test-header' in headers # retry keeps custom headers
@flaky
def test_unicode_task(self, manager):
manager.join(
group(print_unicode.s() for _ in range(5))(),
timeout=TIMEOUT, propagate=True,
)
@flaky
def test_properties(self, celery_session_worker):
res = return_properties.apply_async(app_id="1234")
assert res.get(timeout=TIMEOUT)["app_id"] == "1234"
@flaky
def test_soft_time_limit_exceeding_time_limit(self):
with pytest.raises(ValueError, match='soft_time_limit must be less than or equal to time_limit'):
result = soft_time_limit_must_exceed_time_limit.apply_async()
result.get(timeout=5)
assert result.status == 'FAILURE'
class test_apply_tasks:
"""Tests for tasks called via apply() method."""
def test_apply_single_task_ids(self, manager):
"""Test that a single task called via apply() has correct IDs."""
@manager.app.task(bind=True)
def single_apply_task(self):
return {
'task_id': self.request.id,
'parent_id': self.request.parent_id,
'root_id': self.request.root_id,
}
result = single_apply_task.apply()
data = result.get()
# Single task should have no parent and root_id should equal task_id
assert data['parent_id'] is None
assert data['root_id'] == data['task_id']
def test_apply_nested_parent_child_relationship(self, manager):
"""Test parent-child relationship when one task calls another via apply()."""
@manager.app.task(bind=True)
def grandchild_task(task_self):
return {
'task_id': task_self.request.id,
'parent_id': task_self.request.parent_id,
'root_id': task_self.request.root_id,
'name': 'grandchild_task'
}
@manager.app.task(bind=True)
def child_task(task_self):
# Call grandchild task via apply()
grandchild_data = grandchild_task.apply().get()
return {
'task_id': task_self.request.id,
'parent_id': task_self.request.parent_id,
'root_id': task_self.request.root_id,
'name': 'child_task',
'grandchild_data': grandchild_data
}
@manager.app.task(bind=True)
def parent_task(task_self):
# Call child task via apply()
child_data = child_task.apply().get()
parent_data = {
'task_id': task_self.request.id,
'parent_id': task_self.request.parent_id,
'root_id': task_self.request.root_id,
'name': 'parent_task',
'child_data': child_data
}
return parent_data
result = parent_task.apply()
parent_data = result.get()
child_data = parent_data['child_data']
grandchild_data = child_data['grandchild_data']
# Verify parent task
assert parent_data['name'] == 'parent_task'
assert parent_data['parent_id'] is None
assert parent_data['root_id'] == parent_data['task_id']
# Verify child task
assert child_data['name'] == 'child_task'
assert child_data['parent_id'] == parent_data['task_id']
assert child_data['root_id'] == parent_data['task_id']
# Verify grandchild task
assert grandchild_data['name'] == 'grandchild_task'
assert grandchild_data['parent_id'] == child_data['task_id']
assert grandchild_data['root_id'] == parent_data['task_id']
class test_trace_log_arguments:
args = "CUSTOM ARGS"
kwargs = "CUSTOM KWARGS"
def assert_trace_log(self, caplog, result, expected):
# wait for logs from worker
time.sleep(.01)
records = [(r.name, r.levelno, r.msg, r.data["args"], r.data["kwargs"])
for r in caplog.records
if r.name in {'celery.worker.strategy', 'celery.app.trace'}
if r.data["id"] == result.task_id
]
assert records == [(*e, self.args, self.kwargs) for e in expected]
def call_task_with_reprs(self, task):
return task.set(argsrepr=self.args, kwargsrepr=self.kwargs).delay()
@flaky
def test_task_success(self, caplog):
result = self.call_task_with_reprs(add.s(2, 2))
value = result.get()
assert value == 4
assert result.successful() is True
self.assert_trace_log(caplog, result, [
('celery.worker.strategy', logging.INFO,
celery.app.trace.LOG_RECEIVED,
),
('celery.app.trace', logging.INFO,
celery.app.trace.LOG_SUCCESS,
),
])
@flaky
def test_task_failed(self, caplog):
result = self.call_task_with_reprs(fail.s(2, 2))
with pytest.raises(ExpectedException):
result.get(timeout=5)
assert result.failed() is True
self.assert_trace_log(caplog, result, [
('celery.worker.strategy', logging.INFO,
celery.app.trace.LOG_RECEIVED,
),
('celery.app.trace', logging.ERROR,
celery.app.trace.LOG_FAILURE,
),
])
class test_task_redis_result_backend:
@pytest.fixture()
def manager(self, manager):
if not manager.app.conf.result_backend.startswith('redis'):
raise pytest.skip('Requires redis result backend.')
return manager
def test_ignoring_result_no_subscriptions(self, manager):
channels_before_test = get_active_redis_channels()
result = add_ignore_result.delay(1, 2)
assert result.ignored is True
new_channels = [channel for channel in get_active_redis_channels() if channel not in channels_before_test]
assert new_channels == []
@flaky
def test_asyncresult_forget_cancels_subscription(self, manager):
channels_before_test = get_active_redis_channels()
result = add.delay(1, 2)
assert set(get_active_redis_channels()) == {
f"celery-task-meta-{result.id}".encode(), *channels_before_test
}
result.forget()
new_channels = [channel for channel in get_active_redis_channels() if channel not in channels_before_test]
assert new_channels == []
@flaky
def test_asyncresult_get_cancels_subscription(self, manager):
channels_before_test = get_active_redis_channels()
result = add.delay(1, 2)
assert set(get_active_redis_channels()) == {
f"celery-task-meta-{result.id}".encode(), *channels_before_test
}
assert result.get(timeout=3) == 3
new_channels = [channel for channel in get_active_redis_channels() if channel not in channels_before_test]
assert new_channels == []
class test_task_replacement:
def test_replaced_task_nesting_level_0(self, manager):
@task_received.connect
def task_received_handler(request, **kwargs):
nonlocal assertion_result
try:
# This tests mainly that the field even exists and set to default 0
assertion_result = request.replaced_task_nesting < 1
except Exception:
assertion_result = False
non_replaced_task = add.si(4, 2)
res = non_replaced_task.delay()
assertion_result = False
assert res.get(timeout=TIMEOUT) == 6
assert assertion_result
def test_replaced_task_nesting_level_1(self, manager):
if not manager.app.conf.result_backend.startswith("redis"):
raise pytest.skip("Requires redis result backend.")
redis_connection = get_redis_connection()
redis_connection.delete("redis-echo")
@task_received.connect
def task_received_handler(request, **kwargs):
nonlocal assertion_result
try:
assertion_result = request.replaced_task_nesting <= 2
except Exception:
assertion_result = False
replaced_task = second_order_replace1.si()
res = replaced_task.delay()
assertion_result = False
res.get(timeout=TIMEOUT)
assert assertion_result
redis_messages = list(redis_connection.lrange("redis-echo", 0, -1))
expected_messages = [b"In A", b"In B", b"In/Out C", b"Out B", b"Out A"]
assert redis_messages == expected_messages
def test_replaced_task_nesting_chain(self, manager):
if not manager.app.conf.result_backend.startswith("redis"):
raise pytest.skip("Requires redis result backend.")
redis_connection = get_redis_connection()
redis_connection.delete("redis-echo")
@task_received.connect
def task_received_handler(request, **kwargs):
nonlocal assertion_result
try:
assertion_result = request.replaced_task_nesting <= 3
except Exception:
assertion_result = False
assertion_result = False
chain_task = second_order_replace1.si() | add.si(4, 2)
res = chain_task.delay()
res.get(timeout=TIMEOUT)
assert assertion_result
redis_messages = list(redis_connection.lrange("redis-echo", 0, -1))
expected_messages = [b"In A", b"In B", b"In/Out C", b"Out B", b"Out A"]
assert redis_messages == expected_messages
|