File: test_consumer.py

package info (click to toggle)
celery 5.5.3-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 8,008 kB
  • sloc: python: 64,346; sh: 795; makefile: 378
file content (1026 lines) | stat: -rw-r--r-- 36,975 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
import errno
import logging
import socket
from collections import deque
from unittest.mock import MagicMock, Mock, call, patch

import pytest
from amqp import ChannelError
from billiard.exceptions import RestartFreqExceeded

from celery import bootsteps
from celery.contrib.testing.mocks import ContextMock
from celery.exceptions import WorkerShutdown, WorkerTerminate
from celery.utils.collections import LimitedSet
from celery.utils.quorum_queues import detect_quorum_queues
from celery.worker.consumer.agent import Agent
from celery.worker.consumer.consumer import CANCEL_TASKS_BY_DEFAULT, CLOSE, TERMINATE, Consumer
from celery.worker.consumer.gossip import Gossip
from celery.worker.consumer.heart import Heart
from celery.worker.consumer.mingle import Mingle
from celery.worker.consumer.tasks import Tasks
from celery.worker.state import active_requests


class ConsumerTestCase:
    def get_consumer(self, no_hub=False, **kwargs):
        consumer = Consumer(
            on_task_request=Mock(),
            init_callback=Mock(),
            pool=Mock(),
            app=self.app,
            timer=Mock(),
            controller=Mock(),
            hub=None if no_hub else Mock(),
            **kwargs
        )
        consumer.blueprint = Mock(name='blueprint')
        consumer.pool.num_processes = 2
        consumer._restart_state = Mock(name='_restart_state')
        consumer.connection = _amqp_connection()
        consumer.connection_errors = (socket.error, OSError,)
        consumer.conninfo = consumer.connection
        return consumer


class test_Consumer(ConsumerTestCase):
    def setup_method(self):
        @self.app.task(shared=False)
        def add(x, y):
            return x + y

        self.add = add

    def test_repr(self):
        assert repr(self.get_consumer())

    def test_taskbuckets_defaultdict(self):
        c = self.get_consumer()
        assert c.task_buckets['fooxasdwx.wewe'] is None

    def test_sets_heartbeat(self):
        c = self.get_consumer(amqheartbeat=10)
        assert c.amqheartbeat == 10
        self.app.conf.broker_heartbeat = 20
        c = self.get_consumer(amqheartbeat=None)
        assert c.amqheartbeat == 20

    def test_gevent_bug_disables_connection_timeout(self):
        with patch('celery.worker.consumer.consumer._detect_environment') as d:
            d.return_value = 'gevent'
            self.app.conf.broker_connection_timeout = 33.33
            self.get_consumer()
            assert self.app.conf.broker_connection_timeout is None

    def test_limit_moved_to_pool(self):
        with patch('celery.worker.consumer.consumer.task_reserved') as task_reserved:
            c = self.get_consumer()
            c.on_task_request = Mock(name='on_task_request')
            request = Mock(name='request')
            c._limit_move_to_pool(request)
            task_reserved.assert_called_with(request)
            c.on_task_request.assert_called_with(request)

    def test_update_prefetch_count(self):
        c = self.get_consumer()
        c._update_qos_eventually = Mock(name='update_qos')
        c.initial_prefetch_count = None
        c.pool.num_processes = None
        c.prefetch_multiplier = 10
        assert c._update_prefetch_count(1) is None
        c.initial_prefetch_count = 10
        c.pool.num_processes = 10
        c._update_prefetch_count(8)
        c._update_qos_eventually.assert_called_with(8)
        assert c.initial_prefetch_count == 10 * 10

    @pytest.mark.parametrize(
        'active_requests_count,expected_initial,expected_maximum,enabled',
        [
            [0, 2, True, True],
            [1, 1, False, True],
            [2, 1, False, True],
            [0, 2, True, False],
            [1, 2, True, False],
            [2, 2, True, False],
        ]
    )
    @patch('celery.worker.consumer.consumer.active_requests', new_callable=set)
    def test_restore_prefetch_count_on_restart(self, active_requests_mock, active_requests_count,
                                               expected_initial, expected_maximum, enabled, subtests):
        self.app.conf.worker_enable_prefetch_count_reduction = enabled

        reqs = {Mock() for _ in range(active_requests_count)}
        active_requests_mock.update(reqs)

        c = self.get_consumer()
        c.qos = Mock()
        c.blueprint = Mock()

        def bp_start(*_, **__):
            if c.restart_count > 1:
                c.blueprint.state = CLOSE
            else:
                raise ConnectionError

        c.blueprint.start.side_effect = bp_start

        c.start()

        with subtests.test("initial prefetch count is never 0"):
            assert c.initial_prefetch_count != 0

        with subtests.test(f"initial prefetch count is equal to {expected_initial}"):
            assert c.initial_prefetch_count == expected_initial

        with subtests.test("maximum prefetch is reached"):
            assert c._maximum_prefetch_restored is expected_maximum

    def test_restore_prefetch_count_after_connection_restart_negative(self):
        self.app.conf.worker_enable_prefetch_count_reduction = False

        c = self.get_consumer()
        c.qos = Mock()

        # Overcome TypeError: 'Mock' object does not support the context manager protocol
        class MutexMock:
            def __enter__(self):
                pass

            def __exit__(self, *args):
                pass

        c.qos._mutex = MutexMock()

        assert c._restore_prefetch_count_after_connection_restart(None) is None

    def test_create_task_handler(self, subtests):
        c = self.get_consumer()
        c.qos = MagicMock()
        c.qos.value = 1
        c._maximum_prefetch_restored = False

        sig = self.add.s(2, 2)
        message = self.task_message_from_sig(self.app, sig)

        def raise_exception():
            raise KeyError('Foo')

        def strategy(_, __, ack_log_error_promise, ___, ____):
            ack_log_error_promise()

        c.strategies[sig.task] = strategy
        c.call_soon = raise_exception
        on_task_received = c.create_task_handler()
        on_task_received(message)

        with subtests.test("initial prefetch count is never 0"):
            assert c.initial_prefetch_count != 0

        with subtests.test("initial prefetch count is 2"):
            assert c.initial_prefetch_count == 2

        with subtests.test("maximum prefetch is reached"):
            assert c._maximum_prefetch_restored is True

    def test_flush_events(self):
        c = self.get_consumer()
        c.event_dispatcher = None
        c._flush_events()
        c.event_dispatcher = Mock(name='evd')
        c._flush_events()
        c.event_dispatcher.flush.assert_called_with()

    def test_on_send_event_buffered(self):
        c = self.get_consumer()
        c.hub = None
        c.on_send_event_buffered()
        c.hub = Mock(name='hub')
        c.on_send_event_buffered()
        c.hub._ready.add.assert_called_with(c._flush_events)

    def test_schedule_bucket_request(self):
        c = self.get_consumer()
        c.timer = Mock()

        bucket = Mock()
        request = Mock()
        bucket.pop = lambda: bucket.contents.popleft()
        bucket.can_consume.return_value = True
        bucket.contents = deque()

        with patch(
            'celery.worker.consumer.consumer.Consumer._limit_move_to_pool'
        ) as task_reserved:
            bucket.contents.append((request, 3))
            c._schedule_bucket_request(bucket)
            bucket.can_consume.assert_called_with(3)
            task_reserved.assert_called_with(request)

        bucket.can_consume.return_value = False
        bucket.contents = deque()
        bucket.expected_time.return_value = 3.33
        bucket.contents.append((request, 4))
        limit_order = c._limit_order
        c._schedule_bucket_request(bucket)
        assert c._limit_order == limit_order + 1
        bucket.can_consume.assert_called_with(4)
        c.timer.call_after.assert_called_with(
            3.33, c._schedule_bucket_request, (bucket,),
            priority=c._limit_order,
        )
        bucket.expected_time.assert_called_with(4)
        assert bucket.pop() == (request, 4)

        bucket.contents = deque()
        bucket.can_consume.reset_mock()
        c._schedule_bucket_request(bucket)
        bucket.can_consume.assert_not_called()

    def test_limit_task(self):
        c = self.get_consumer()
        bucket = Mock()
        request = Mock()

        with patch(
            'celery.worker.consumer.consumer.Consumer._schedule_bucket_request'
        ) as task_reserved:
            c._limit_task(request, bucket, 1)
            bucket.add.assert_called_with((request, 1))
            task_reserved.assert_called_with(bucket)

    def test_post_eta(self):
        c = self.get_consumer()
        c.qos = Mock()
        bucket = Mock()
        request = Mock()

        with patch(
            'celery.worker.consumer.consumer.Consumer._schedule_bucket_request'
        ) as task_reserved:
            c._limit_post_eta(request, bucket, 1)
            c.qos.decrement_eventually.assert_called_with()
            bucket.add.assert_called_with((request, 1))
            task_reserved.assert_called_with(bucket)

    def test_max_restarts_exceeded(self):
        c = self.get_consumer()

        def se(*args, **kwargs):
            c.blueprint.state = CLOSE
            raise RestartFreqExceeded()

        c._restart_state.step.side_effect = se
        c.blueprint.start.side_effect = socket.error()

        with patch('celery.worker.consumer.consumer.sleep') as sleep:
            c.start()
            sleep.assert_called_with(1)

    def test_do_not_restart_when_closed(self):
        c = self.get_consumer()

        c.blueprint.state = None

        def bp_start(*args, **kwargs):
            c.blueprint.state = CLOSE

        c.blueprint.start.side_effect = bp_start
        with patch('celery.worker.consumer.consumer.sleep'):
            c.start()

        c.blueprint.start.assert_called_once_with(c)

    def test_do_not_restart_when_terminated(self):
        c = self.get_consumer()

        c.blueprint.state = None

        def bp_start(*args, **kwargs):
            c.blueprint.state = TERMINATE

        c.blueprint.start.side_effect = bp_start

        with patch('celery.worker.consumer.consumer.sleep'):
            c.start()

        c.blueprint.start.assert_called_once_with(c)

    def test_too_many_open_files_raises_error(self):
        c = self.get_consumer()
        err = OSError()
        err.errno = errno.EMFILE
        c.blueprint.start.side_effect = err
        with pytest.raises(WorkerTerminate):
            c.start()

    def _closer(self, c):
        def se(*args, **kwargs):
            c.blueprint.state = CLOSE

        return se

    @pytest.mark.parametrize("broker_connection_retry", [True, False])
    def test_blueprint_restart_when_state_not_in_stop_conditions(self, broker_connection_retry):
        c = self.get_consumer()

        # ensure that WorkerShutdown is not raised
        c.app.conf['broker_connection_retry'] = broker_connection_retry
        c.app.conf['broker_connection_retry_on_startup'] = True
        c.restart_count = -1

        # ensure that blueprint state is not in stop conditions
        c.blueprint.state = bootsteps.RUN
        c.blueprint.start.side_effect = ConnectionError()

        # stops test from running indefinitely in the while loop
        c.blueprint.restart.side_effect = self._closer(c)

        c.start()
        c.blueprint.restart.assert_called_once()

    @pytest.mark.parametrize("broker_channel_error_retry", [True, False])
    def test_blueprint_restart_for_channel_errors(self, broker_channel_error_retry):
        c = self.get_consumer()

        # ensure that WorkerShutdown is not raised
        c.app.conf['broker_connection_retry'] = True
        c.app.conf['broker_connection_retry_on_startup'] = True
        c.app.conf['broker_channel_error_retry'] = broker_channel_error_retry
        c.restart_count = -1

        # ensure that blueprint state is not in stop conditions
        c.blueprint.state = bootsteps.RUN
        c.blueprint.start.side_effect = ChannelError()

        # stops test from running indefinitely in the while loop
        c.blueprint.restart.side_effect = self._closer(c)

        # restarted only when broker_channel_error_retry is True
        if broker_channel_error_retry:
            c.start()
            c.blueprint.restart.assert_called_once()
        else:
            with pytest.raises(ChannelError):
                c.start()

    def test_collects_at_restart(self):
        c = self.get_consumer()
        c.connection.collect.side_effect = MemoryError()
        c.blueprint.start.side_effect = socket.error()
        c.blueprint.restart.side_effect = self._closer(c)
        c.start()
        c.connection.collect.assert_called_with()

    def test_register_with_event_loop(self):
        c = self.get_consumer()
        c.register_with_event_loop(Mock(name='loop'))

    def test_on_close_clears_semaphore_timer_and_reqs(self):
        with patch('celery.worker.consumer.consumer.reserved_requests') as res:
            c = self.get_consumer()
            c.on_close()
            c.controller.semaphore.clear.assert_called_with()
            c.timer.clear.assert_called_with()
            res.clear.assert_called_with()
            c.pool.flush.assert_called_with()

            c.controller = None
            c.timer = None
            c.pool = None
            c.on_close()

    def test_connect_error_handler(self):
        self.app._connection = _amqp_connection()
        conn = self.app._connection.return_value
        c = self.get_consumer()
        assert c.connect()
        conn.ensure_connection.assert_called()
        errback = conn.ensure_connection.call_args[0][0]
        errback(Mock(), 0)

    @patch('celery.worker.consumer.consumer.error')
    def test_connect_error_handler_progress(self, error):
        self.app.conf.broker_connection_retry = True
        self.app.conf.broker_connection_max_retries = 3
        self.app._connection = _amqp_connection()
        conn = self.app._connection.return_value
        c = self.get_consumer()
        assert c.connect()
        errback = conn.ensure_connection.call_args[0][0]
        errback(Mock(), 2)
        assert error.call_args[0][3] == 'Trying again in 2.00 seconds... (1/3)'
        errback(Mock(), 4)
        assert error.call_args[0][3] == 'Trying again in 4.00 seconds... (2/3)'
        errback(Mock(), 6)
        assert error.call_args[0][3] == 'Trying again in 6.00 seconds... (3/3)'

    def test_cancel_long_running_tasks_on_connection_loss(self):
        c = self.get_consumer()
        c.app.conf.worker_cancel_long_running_tasks_on_connection_loss = True

        mock_request_acks_late_not_acknowledged = Mock()
        mock_request_acks_late_not_acknowledged.task.acks_late = True
        mock_request_acks_late_not_acknowledged.acknowledged = False
        mock_request_acks_late_acknowledged = Mock()
        mock_request_acks_late_acknowledged.task.acks_late = True
        mock_request_acks_late_acknowledged.acknowledged = True
        mock_request_acks_early = Mock()
        mock_request_acks_early.task.acks_late = False
        mock_request_acks_early.acknowledged = False

        active_requests.add(mock_request_acks_late_not_acknowledged)
        active_requests.add(mock_request_acks_late_acknowledged)
        active_requests.add(mock_request_acks_early)

        c.on_connection_error_after_connected(Mock())

        mock_request_acks_late_not_acknowledged.cancel.assert_called_once_with(c.pool)
        mock_request_acks_late_acknowledged.cancel.assert_not_called()
        mock_request_acks_early.cancel.assert_not_called()

        active_requests.clear()

    def test_cancel_long_running_tasks_on_connection_loss__warning(self):
        c = self.get_consumer()
        c.app.conf.worker_cancel_long_running_tasks_on_connection_loss = False

        with pytest.deprecated_call(match=CANCEL_TASKS_BY_DEFAULT):
            c.on_connection_error_after_connected(Mock())

    @pytest.mark.usefixtures('depends_on_current_app')
    def test_cancel_all_unacked_requests(self):
        c = self.get_consumer()

        mock_request_acks_late_not_acknowledged = Mock(id='1')
        mock_request_acks_late_not_acknowledged.task.acks_late = True
        mock_request_acks_late_not_acknowledged.acknowledged = False
        mock_request_acks_late_acknowledged = Mock(id='2')
        mock_request_acks_late_acknowledged.task.acks_late = True
        mock_request_acks_late_acknowledged.acknowledged = True
        mock_request_acks_early = Mock(id='3')
        mock_request_acks_early.task.acks_late = False

        active_requests.add(mock_request_acks_late_not_acknowledged)
        active_requests.add(mock_request_acks_late_acknowledged)
        active_requests.add(mock_request_acks_early)

        c.cancel_all_unacked_requests()

        mock_request_acks_late_not_acknowledged.cancel.assert_called_once_with(c.pool)
        mock_request_acks_late_acknowledged.cancel.assert_not_called()
        mock_request_acks_early.cancel.assert_called_once_with(c.pool)

        active_requests.clear()

    @pytest.mark.parametrize("broker_connection_retry", [True, False])
    @pytest.mark.parametrize("broker_connection_retry_on_startup", [None, False])
    @pytest.mark.parametrize("first_connection_attempt", [True, False])
    def test_ensure_connected(self, subtests, broker_connection_retry, broker_connection_retry_on_startup,
                              first_connection_attempt):
        c = self.get_consumer()
        c.first_connection_attempt = first_connection_attempt
        c.app.conf.broker_connection_retry_on_startup = broker_connection_retry_on_startup
        c.app.conf.broker_connection_retry = broker_connection_retry

        if broker_connection_retry is False:
            if broker_connection_retry_on_startup is None:
                with subtests.test("Deprecation warning when startup is None"):
                    with pytest.deprecated_call():
                        c.ensure_connected(Mock())

            with subtests.test("Does not retry when connect throws an error and retry is set to false"):
                conn = Mock()
                conn.connect.side_effect = ConnectionError()
                with pytest.raises(ConnectionError):
                    c.ensure_connected(conn)


@pytest.mark.parametrize(
    "broker_connection_retry_on_startup,is_connection_loss_on_startup",
    [
        pytest.param(False, True, id='shutdown on connection loss on startup'),
        pytest.param(None, True, id='shutdown on connection loss on startup when retry on startup is undefined'),
        pytest.param(False, False, id='shutdown on connection loss not on startup but startup is defined as false'),
        pytest.param(None, False, id='shutdown on connection loss not on startup and startup is not defined'),
        pytest.param(True, False, id='shutdown on connection loss not on startup but startup is defined as true'),
    ]
)
class test_Consumer_WorkerShutdown(ConsumerTestCase):

    def test_start_raises_connection_error(self,
                                           broker_connection_retry_on_startup,
                                           is_connection_loss_on_startup,
                                           caplog, subtests):
        c = self.get_consumer()
        c.first_connection_attempt = True if is_connection_loss_on_startup else False
        c.app.conf['broker_connection_retry'] = False
        c.app.conf['broker_connection_retry_on_startup'] = broker_connection_retry_on_startup
        c.blueprint.start.side_effect = ConnectionError()

        with subtests.test("Consumer raises WorkerShutdown on connection restart"):
            with pytest.raises(WorkerShutdown):
                c.start()

        record = caplog.records[0]
        with subtests.test("Critical error log message is outputted to the screen"):
            assert record.levelname == "CRITICAL"
            action = "establish" if is_connection_loss_on_startup else "re-establish"
            expected_prefix = f"Retrying to {action}"
            assert record.msg.startswith(expected_prefix)
            conn_type_name = c._get_connection_retry_type(
                is_connection_loss_on_startup
            )
            expected_connection_retry_type = f"app.conf.{conn_type_name}=False"
            assert expected_connection_retry_type in record.msg


class test_Consumer_PerformPendingOperations(ConsumerTestCase):

    def test_perform_pending_operations_all_success(self):
        """
        Test that all pending operations are processed successfully when `once=False`.
        """
        c = self.get_consumer(no_hub=True)

        # Create mock operations
        mock_operation_1 = Mock()
        mock_operation_2 = Mock()

        # Add mock operations to _pending_operations
        c._pending_operations = [mock_operation_1, mock_operation_2]

        # Call perform_pending_operations
        c.perform_pending_operations()

        # Assert that all operations were called
        mock_operation_1.assert_called_once()
        mock_operation_2.assert_called_once()

        # Ensure all pending operations are cleared
        assert len(c._pending_operations) == 0

    def test_perform_pending_operations_with_exception(self):
        """
        Test that pending operations are processed even if one raises an exception, and
        the exception is logged when `once=False`.
        """
        c = self.get_consumer(no_hub=True)

        # Mock operations: one failing, one successful
        mock_operation_fail = Mock(side_effect=Exception("Test Exception"))
        mock_operation_success = Mock()

        # Add operations to _pending_operations
        c._pending_operations = [mock_operation_fail, mock_operation_success]

        # Patch logger to avoid logging during the test
        with patch('celery.worker.consumer.consumer.logger.exception') as mock_logger:
            # Call perform_pending_operations
            c.perform_pending_operations()

            # Assert that both operations were attempted
            mock_operation_fail.assert_called_once()
            mock_operation_success.assert_called_once()

            # Ensure the exception was logged
            mock_logger.assert_called_once()

            # Ensure all pending operations are cleared
            assert len(c._pending_operations) == 0


class test_Heart:

    def test_start(self):
        c = Mock()
        c.timer = Mock()
        c.event_dispatcher = Mock()

        with patch('celery.worker.heartbeat.Heart') as hcls:
            h = Heart(c)
            assert h.enabled
            assert h.heartbeat_interval is None
            assert c.heart is None

            h.start(c)
            assert c.heart
            hcls.assert_called_with(c.timer, c.event_dispatcher,
                                    h.heartbeat_interval)
            c.heart.start.assert_called_with()

    def test_start_heartbeat_interval(self):
        c = Mock()
        c.timer = Mock()
        c.event_dispatcher = Mock()

        with patch('celery.worker.heartbeat.Heart') as hcls:
            h = Heart(c, False, 20)
            assert h.enabled
            assert h.heartbeat_interval == 20
            assert c.heart is None

            h.start(c)
            assert c.heart
            hcls.assert_called_with(c.timer, c.event_dispatcher,
                                    h.heartbeat_interval)
            c.heart.start.assert_called_with()


class test_Tasks:

    def setup_method(self):
        self.c = Mock()
        self.c.app.conf.worker_detect_quorum_queues = True
        self.c.connection.qos_semantics_matches_spec = False

    def test_stop(self):
        c = self.c
        tasks = Tasks(c)
        assert c.task_consumer is None
        assert c.qos is None

        c.task_consumer = Mock()
        tasks.stop(c)

    def test_stop_already_stopped(self):
        c = self.c
        tasks = Tasks(c)
        tasks.stop(c)

    def test_detect_quorum_queues_positive(self):
        c = self.c
        self.c.connection.transport.driver_type = 'amqp'
        c.app.amqp.queues = {"celery": Mock(queue_arguments={"x-queue-type": "quorum"})}
        result, name = detect_quorum_queues(c.app, c.connection.transport.driver_type)
        assert result
        assert name == "celery"

    def test_detect_quorum_queues_negative(self):
        c = self.c
        self.c.connection.transport.driver_type = 'amqp'
        c.app.amqp.queues = {"celery": Mock(queue_arguments=None)}
        result, name = detect_quorum_queues(c.app, c.connection.transport.driver_type)
        assert not result
        assert name == ""

    def test_detect_quorum_queues_not_rabbitmq(self):
        c = self.c
        self.c.connection.transport.driver_type = 'redis'
        result, name = detect_quorum_queues(c.app, c.connection.transport.driver_type)
        assert not result
        assert name == ""

    def test_qos_global_worker_detect_quorum_queues_false(self):
        c = self.c
        c.app.conf.worker_detect_quorum_queues = False
        tasks = Tasks(c)
        assert tasks.qos_global(c) is True

    def test_qos_global_worker_detect_quorum_queues_true_no_quorum_queues(self):
        c = self.c
        c.app.amqp.queues = {"celery": Mock(queue_arguments=None)}
        tasks = Tasks(c)
        assert tasks.qos_global(c) is True

    def test_qos_global_worker_detect_quorum_queues_true_with_quorum_queues(self):
        c = self.c
        self.c.connection.transport.driver_type = 'amqp'
        c.app.amqp.queues = {"celery": Mock(queue_arguments={"x-queue-type": "quorum"})}
        tasks = Tasks(c)
        assert tasks.qos_global(c) is False

    def test_log_when_qos_is_false(self, caplog):
        c = self.c
        c.connection.transport.driver_type = 'amqp'
        c.app.conf.broker_native_delayed_delivery = True
        c.app.amqp.queues = {"celery": Mock(queue_arguments={"x-queue-type": "quorum"})}
        tasks = Tasks(c)

        with caplog.at_level(logging.INFO):
            tasks.start(c)

        assert len(caplog.records) == 1

        record = caplog.records[0]
        assert record.levelname == "INFO"
        assert record.msg == "Global QoS is disabled. Prefetch count in now static."


class test_Agent:

    def test_start(self):
        c = Mock()
        agent = Agent(c)
        agent.instantiate = Mock()
        agent.agent_cls = 'foo:Agent'
        assert agent.create(c) is not None
        agent.instantiate.assert_called_with(agent.agent_cls, c.connection)


class test_Mingle:

    def test_start_no_replies(self):
        c = Mock()
        c.app.connection_for_read = _amqp_connection()
        mingle = Mingle(c)
        I = c.app.control.inspect.return_value = Mock()
        I.hello.return_value = {}
        mingle.start(c)

    def test_start(self):
        c = Mock()
        c.app.connection_for_read = _amqp_connection()
        mingle = Mingle(c)
        assert mingle.enabled

        Aig = LimitedSet()
        Big = LimitedSet()
        Aig.add('Aig-1')
        Aig.add('Aig-2')
        Big.add('Big-1')

        I = c.app.control.inspect.return_value = Mock()
        I.hello.return_value = {
            'A@example.com': {
                'clock': 312,
                'revoked': Aig._data,
            },
            'B@example.com': {
                'clock': 29,
                'revoked': Big._data,
            },
            'C@example.com': {
                'error': 'unknown method',
            },
        }

        our_revoked = c.controller.state.revoked = LimitedSet()

        mingle.start(c)
        I.hello.assert_called_with(c.hostname, our_revoked._data)
        c.app.clock.adjust.assert_has_calls([
            call(312), call(29),
        ], any_order=True)
        assert 'Aig-1' in our_revoked
        assert 'Aig-2' in our_revoked
        assert 'Big-1' in our_revoked


def _amqp_connection():
    connection = ContextMock(name='Connection')
    connection.return_value = ContextMock(name='connection')
    connection.return_value.transport.driver_type = 'amqp'
    return connection


class test_Gossip:

    def test_init(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        assert g.enabled
        assert c.gossip is g

    def test_callbacks(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        on_node_join = Mock(name='on_node_join')
        on_node_join2 = Mock(name='on_node_join2')
        on_node_leave = Mock(name='on_node_leave')
        on_node_lost = Mock(name='on.node_lost')
        g.on.node_join.add(on_node_join)
        g.on.node_join.add(on_node_join2)
        g.on.node_leave.add(on_node_leave)
        g.on.node_lost.add(on_node_lost)

        worker = Mock(name='worker')
        g.on_node_join(worker)
        on_node_join.assert_called_with(worker)
        on_node_join2.assert_called_with(worker)
        g.on_node_leave(worker)
        on_node_leave.assert_called_with(worker)
        g.on_node_lost(worker)
        on_node_lost.assert_called_with(worker)

    def test_election(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        g.start(c)
        g.election('id', 'topic', 'action')
        assert g.consensus_replies['id'] == []
        g.dispatcher.send.assert_called_with(
            'worker-elect', id='id', topic='topic', cver=1, action='action',
        )

    def test_call_task(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        g.start(c)
        signature = g.app.signature = Mock(name='app.signature')
        task = Mock()
        g.call_task(task)
        signature.assert_called_with(task)
        signature.return_value.apply_async.assert_called_with()

        signature.return_value.apply_async.side_effect = MemoryError()
        with patch('celery.worker.consumer.gossip.logger') as logger:
            g.call_task(task)
            logger.exception.assert_called()

    def Event(self, id='id', clock=312,
              hostname='foo@example.com', pid=4312,
              topic='topic', action='action', cver=1):
        return {
            'id': id,
            'clock': clock,
            'hostname': hostname,
            'pid': pid,
            'topic': topic,
            'action': action,
            'cver': cver,
        }

    def test_on_elect(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        g.start(c)

        event = self.Event('id1')
        g.on_elect(event)
        in_heap = g.consensus_requests['id1']
        assert in_heap
        g.dispatcher.send.assert_called_with('worker-elect-ack', id='id1')

        event.pop('clock')
        with patch('celery.worker.consumer.gossip.logger') as logger:
            g.on_elect(event)
            logger.exception.assert_called()

    def Consumer(self, hostname='foo@x.com', pid=4312):
        c = Mock()
        c.app.connection = _amqp_connection()
        c.hostname = hostname
        c.pid = pid
        c.app.events.Receiver.return_value = Mock(accept=[])
        return c

    def setup_election(self, g, c):
        g.start(c)
        g.clock = self.app.clock
        assert 'idx' not in g.consensus_replies
        assert g.on_elect_ack({'id': 'idx'}) is None

        g.state.alive_workers.return_value = [
            'foo@x.com', 'bar@x.com', 'baz@x.com',
        ]
        g.consensus_replies['id1'] = []
        g.consensus_requests['id1'] = []
        e1 = self.Event('id1', 1, 'foo@x.com')
        e2 = self.Event('id1', 2, 'bar@x.com')
        e3 = self.Event('id1', 3, 'baz@x.com')
        g.on_elect(e1)
        g.on_elect(e2)
        g.on_elect(e3)
        assert len(g.consensus_requests['id1']) == 3

        with patch('celery.worker.consumer.gossip.info'):
            g.on_elect_ack(e1)
            assert len(g.consensus_replies['id1']) == 1
            g.on_elect_ack(e2)
            assert len(g.consensus_replies['id1']) == 2
            g.on_elect_ack(e3)
            with pytest.raises(KeyError):
                g.consensus_replies['id1']

    def test_on_elect_ack_win(self):
        c = self.Consumer(hostname='foo@x.com')  # I will win
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        handler = g.election_handlers['topic'] = Mock()
        self.setup_election(g, c)
        handler.assert_called_with('action')

    def test_on_elect_ack_lose(self):
        c = self.Consumer(hostname='bar@x.com')  # I will lose
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        handler = g.election_handlers['topic'] = Mock()
        self.setup_election(g, c)
        handler.assert_not_called()

    def test_on_elect_ack_win_but_no_action(self):
        c = self.Consumer(hostname='foo@x.com')  # I will win
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        g.election_handlers = {}
        with patch('celery.worker.consumer.gossip.logger') as logger:
            self.setup_election(g, c)
            logger.exception.assert_called()

    def test_on_node_join(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        with patch('celery.worker.consumer.gossip.debug') as debug:
            g.on_node_join(c)
            debug.assert_called_with('%s joined the party', 'foo@x.com')

    def test_on_node_leave(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        with patch('celery.worker.consumer.gossip.debug') as debug:
            g.on_node_leave(c)
            debug.assert_called_with('%s left', 'foo@x.com')

    def test_on_node_lost(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        with patch('celery.worker.consumer.gossip.info') as info:
            g.on_node_lost(c)
            info.assert_called_with('missed heartbeat from %s', 'foo@x.com')

    def test_register_timer(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        g.register_timer()
        c.timer.call_repeatedly.assert_called_with(g.interval, g.periodic)
        tref = g._tref
        g.register_timer()
        tref.cancel.assert_called_with()

    def test_periodic(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        g.on_node_lost = Mock()
        state = g.state = Mock()
        worker = Mock()
        state.workers = {'foo': worker}
        worker.alive = True
        worker.hostname = 'foo'
        g.periodic()

        worker.alive = False
        g.periodic()
        g.on_node_lost.assert_called_with(worker)
        with pytest.raises(KeyError):
            state.workers['foo']

    def test_on_message__task(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        assert g.enabled
        message = Mock(name='message')
        message.delivery_info = {'routing_key': 'task.failed'}
        g.on_message(Mock(name='prepare'), message)

    def test_on_message(self):
        c = self.Consumer()
        c.app.connection_for_read = _amqp_connection()
        g = Gossip(c)
        assert g.enabled
        prepare = Mock()
        prepare.return_value = 'worker-online', {}
        c.app.events.State.assert_called_with(
            on_node_join=g.on_node_join,
            on_node_leave=g.on_node_leave,
            max_tasks_in_memory=1,
        )
        g.update_state = Mock()
        worker = Mock()
        g.on_node_join = Mock()
        g.on_node_leave = Mock()
        g.update_state.return_value = worker, 1
        message = Mock()
        message.delivery_info = {'routing_key': 'worker-online'}
        message.headers = {'hostname': 'other'}

        handler = g.event_handlers['worker-online'] = Mock()
        g.on_message(prepare, message)
        handler.assert_called_with(message.payload)
        g.event_handlers = {}

        g.on_message(prepare, message)

        message.delivery_info = {'routing_key': 'worker-offline'}
        prepare.return_value = 'worker-offline', {}
        g.on_message(prepare, message)

        message.delivery_info = {'routing_key': 'worker-baz'}
        prepare.return_value = 'worker-baz', {}
        g.update_state.return_value = worker, 0
        g.on_message(prepare, message)

        message.headers = {'hostname': g.hostname}
        g.on_message(prepare, message)
        g.clock.forward.assert_called_with()