celery/t/integration/test_canvas.py

from __future__ import absolute_import, unicode_literals

from datetime import datetime, timedelta

import pytest
from msgpack.exceptions import ExtraData

from celery import chain, chord, group
from celery.exceptions import TimeoutError
from celery.result import AsyncResult, GroupResult, ResultSet

from .conftest import flaky, get_redis_connection
from .tasks import (add, add_chord_to_chord, add_replaced, add_to_all,
                    add_to_all_to_chord, collect_ids, delayed_sum,
                    delayed_sum_with_soft_guard, identity, ids, print_unicode,
                    redis_echo, second_order_replace1, tsum)

TIMEOUT = 120


class test_chain:

    @flaky
    def test_simple_chain(self, manager):
        c = add.s(4, 4) | add.s(8) | add.s(16)
        assert c().get(timeout=TIMEOUT) == 32

    @flaky
    def test_complex_chain(self, manager):
        c = (
            add.s(2, 2) | (
                add.s(4) | add_replaced.s(8) | add.s(16) | add.s(32)
            ) |
            group(add.s(i) for i in range(4))
        )
        res = c()
        assert res.get(timeout=TIMEOUT) == [64, 65, 66, 67]

    @flaky
    def test_group_results_in_chain(self, manager):
        # This adds in an explicit test for the special case added in commit
        # 1e3fcaa969de6ad32b52a3ed8e74281e5e5360e6
        c = (
            group(
                add.s(1, 2) | group(
                    add.s(1), add.s(2)
                )
            )
        )
        res = c()
        assert res.get(timeout=TIMEOUT) == [4, 5]

    @flaky
    def test_chain_inside_group_receives_arguments(self, manager):
        c = (
            add.s(5, 6) |
            group((add.s(1) | add.s(2), add.s(3)))
        )
        res = c()
        assert res.get(timeout=TIMEOUT) == [14, 14]

    @flaky
    def test_eager_chain_inside_task(self, manager):
        from .tasks import chain_add

        prev = chain_add.app.conf.task_always_eager
        chain_add.app.conf.task_always_eager = True

        chain_add.apply_async(args=(4, 8), throw=True).get()

        chain_add.app.conf.task_always_eager = prev

    @flaky
    def test_group_chord_group_chain(self, manager):
        from celery.five import bytes_if_py2

        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')
        before = group(redis_echo.si('before {}'.format(i)) for i in range(3))
        connect = redis_echo.si('connect')
        after = group(redis_echo.si('after {}'.format(i)) for i in range(2))

        result = (before | connect | after).delay()
        result.get(timeout=TIMEOUT)
        redis_messages = list(map(
            bytes_if_py2,
            redis_connection.lrange('redis-echo', 0, -1)
        ))
        before_items = \
            set(map(bytes_if_py2, (b'before 0', b'before 1', b'before 2')))
        after_items = set(map(bytes_if_py2, (b'after 0', b'after 1')))

        assert set(redis_messages[:3]) == before_items
        assert redis_messages[3] == b'connect'
        assert set(redis_messages[4:]) == after_items
        redis_connection.delete('redis-echo')

    @flaky
    def test_second_order_replace(self, manager):
        from celery.five import bytes_if_py2

        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')

        result = second_order_replace1.delay()
        result.get(timeout=TIMEOUT)
        redis_messages = list(map(
            bytes_if_py2,
            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

    @flaky
    def test_parent_ids(self, manager, num=10):
        assert manager.inspect().ping()
        c = chain(ids.si(i=i) for i in range(num))
        c.freeze()
        res = c()
        try:
            res.get(timeout=TIMEOUT)
        except TimeoutError:
            print(manager.inspect.active())
            print(manager.inspect.reserved())
            print(manager.inspect.stats())
            raise
        self.assert_ids(res, num - 1)

    def assert_ids(self, res, size):
        i, root = size, res
        while root.parent:
            root = root.parent
        node = res
        while node:
            root_id, parent_id, value = node.get(timeout=30)
            assert value == i
            if node.parent:
                assert parent_id == node.parent.id
            assert root_id == root.id
            node = node.parent
            i -= 1

    def test_chord_soft_timeout_recuperation(self, manager):
        """Test that if soft timeout happens in task but is managed by task,
        chord still get results normally
        """
        if not manager.app.conf.result_backend.startswith('redis'):
            raise pytest.skip('Requires redis result backend.')

        c = chord([
            # return 3
            add.s(1, 2),
            # return 0 after managing soft timeout
            delayed_sum_with_soft_guard.s(
                [100], pause_time=2
            ).set(
                soft_time_limit=1
            ),
        ])
        result = c(delayed_sum.s(pause_time=0)).get()
        assert result == 3

    def test_chain_error_handler_with_eta(self, manager):
        try:
            manager.app.backend.ensure_chords_allowed()
        except NotImplementedError as e:
            raise pytest.skip(e.args[0])

        eta = datetime.utcnow() + timedelta(seconds=10)
        c = chain(
            group(
                add.s(1, 2),
                add.s(3, 4),
            ),
            tsum.s()
        ).on_error(print_unicode.s()).apply_async(eta=eta)

        result = c.get()
        assert result == 10


class test_result_set:

    @flaky
    def test_result_set(self, manager):
        assert manager.inspect().ping()

        rs = ResultSet([add.delay(1, 1), add.delay(2, 2)])
        assert rs.get(timeout=TIMEOUT) == [2, 4]


class test_group:

    @flaky
    def test_empty_group_result(self, manager):
        if not manager.app.conf.result_backend.startswith('redis'):
            raise pytest.skip('Requires redis result backend.')

        task = group([])
        result = task.apply_async()

        GroupResult.save(result)
        task = GroupResult.restore(result.id)
        assert task.results == []

    @flaky
    def test_parent_ids(self, manager):
        assert manager.inspect().ping()
        g = (
            ids.si(i=1) |
            ids.si(i=2) |
            group(ids.si(i=i) for i in range(2, 50))
        )
        res = g()
        expected_root_id = res.parent.parent.id
        expected_parent_id = res.parent.id
        values = res.get(timeout=TIMEOUT)

        for i, r in enumerate(values):
            root_id, parent_id, value = r
            assert root_id == expected_root_id
            assert parent_id == expected_parent_id
            assert value == i + 2

    @flaky
    def test_nested_group(self, manager):
        assert manager.inspect().ping()

        c = group(
            add.si(1, 10),
            group(
                add.si(1, 100),
                group(
                    add.si(1, 1000),
                    add.si(1, 2000),
                ),
            ),
        )
        res = c()

        assert res.get(timeout=TIMEOUT) == [11, 101, 1001, 2001]

    @flaky
    @pytest.mark.xfail(raises=ExtraData, strict=True)
    @pytest.mark.celery(task_serializer='msgpack',
                        accept_content=['application/x-msgpack'])
    def test_group_msgpack(self, manager):
        assert manager.inspect().ping()

        chain(identity.si(b'arg'),
              group([
                    identity.si(b'arg1'),
                    identity.si(b'arg2')
                    ])).delay()


def assert_ids(r, expected_value, expected_root_id, expected_parent_id):
    root_id, parent_id, value = r.get(timeout=TIMEOUT)
    assert expected_value == value
    assert root_id == expected_root_id
    assert parent_id == expected_parent_id


class test_chord:

    @staticmethod
    def _get_active_redis_channels(client):
        return client.execute_command('PUBSUB CHANNELS')

    @flaky
    def test_redis_subscribed_channels_leak(self, manager):
        if not manager.app.conf.result_backend.startswith('redis'):
            raise pytest.skip('Requires redis result backend.')

        redis_client = get_redis_connection()

        manager.app.backend.result_consumer.on_after_fork()
        initial_channels = self._get_active_redis_channels(redis_client)
        initial_channels_count = len(initial_channels)

        total_chords = 10
        async_results = [
            chord([add.s(5, 6), add.s(6, 7)])(delayed_sum.s())
            for _ in range(total_chords)
        ]

        manager.assert_result_tasks_in_progress_or_completed(async_results)

        channels_before = self._get_active_redis_channels(redis_client)
        channels_before_count = len(channels_before)

        assert set(channels_before) != set(initial_channels)
        assert channels_before_count > initial_channels_count

        # The total number of active Redis channels at this point
        # is the number of chord header tasks multiplied by the
        # total chord tasks, plus the initial channels
        # (existing from previous tests).
        chord_header_task_count = 2
        assert channels_before_count == \
            chord_header_task_count * total_chords + initial_channels_count

        result_values = [
            result.get(timeout=TIMEOUT)
            for result in async_results
        ]
        assert result_values == [24] * total_chords

        channels_after = self._get_active_redis_channels(redis_client)
        channels_after_count = len(channels_after)

        assert channels_after_count == initial_channels_count
        assert set(channels_after) == set(initial_channels)

    @flaky
    def test_replaced_nested_chord(self, manager):
        try:
            manager.app.backend.ensure_chords_allowed()
        except NotImplementedError as e:
            raise pytest.skip(e.args[0])

        c1 = chord([
            chord(
                [add.s(1, 2), add_replaced.s(3, 4)],
                add_to_all.s(5),
            ) | tsum.s(),
            chord(
                [add_replaced.s(6, 7), add.s(0, 0)],
                add_to_all.s(8),
            ) | tsum.s(),
        ], add_to_all.s(9))
        res1 = c1()
        assert res1.get(timeout=TIMEOUT) == [29, 38]

    @flaky
    def test_add_to_chord(self, manager):
        if not manager.app.conf.result_backend.startswith('redis'):
            raise pytest.skip('Requires redis result backend.')

        c = group([add_to_all_to_chord.s([1, 2, 3], 4)]) | identity.s()
        res = c()
        assert res.get() == [0, 5, 6, 7]

    @flaky
    def test_add_chord_to_chord(self, manager):
        if not manager.app.conf.result_backend.startswith('redis'):
            raise pytest.skip('Requires redis result backend.')

        c = group([add_chord_to_chord.s([1, 2, 3], 4)]) | identity.s()
        res = c()
        assert res.get() == [0, 5 + 6 + 7]

    @flaky
    def test_group_chain(self, manager):
        if not manager.app.conf.result_backend.startswith('redis'):
            raise pytest.skip('Requires redis result backend.')
        c = (
            add.s(2, 2) |
            group(add.s(i) for i in range(4)) |
            add_to_all.s(8)
        )
        res = c()
        assert res.get(timeout=TIMEOUT) == [12, 13, 14, 15]

    @flaky
    def test_nested_group_chain(self, manager):
        try:
            manager.app.backend.ensure_chords_allowed()
        except NotImplementedError as e:
            raise pytest.skip(e.args[0])

        if not manager.app.backend.supports_native_join:
            raise pytest.skip('Requires native join support.')
        c = chain(
            add.si(1, 0),
            group(
                add.si(1, 100),
                chain(
                    add.si(1, 200),
                    group(
                        add.si(1, 1000),
                        add.si(1, 2000),
                    ),
                ),
            ),
            add.si(1, 10),
        )
        res = c()
        assert res.get(timeout=TIMEOUT) == 11

    @flaky
    def test_single_task_header(self, manager):
        try:
            manager.app.backend.ensure_chords_allowed()
        except NotImplementedError as e:
            raise pytest.skip(e.args[0])

        c1 = chord([add.s(2, 5)], body=add_to_all.s(9))
        res1 = c1()
        assert res1.get(timeout=TIMEOUT) == [16]

        c2 = group([add.s(2, 5)]) | add_to_all.s(9)
        res2 = c2()
        assert res2.get(timeout=TIMEOUT) == [16]

    def test_empty_header_chord(self, manager):
        try:
            manager.app.backend.ensure_chords_allowed()
        except NotImplementedError as e:
            raise pytest.skip(e.args[0])

        c1 = chord([], body=add_to_all.s(9))
        res1 = c1()
        assert res1.get(timeout=TIMEOUT) == []

        c2 = group([]) | add_to_all.s(9)
        res2 = c2()
        assert res2.get(timeout=TIMEOUT) == []

    @flaky
    def test_nested_chord(self, manager):
        try:
            manager.app.backend.ensure_chords_allowed()
        except NotImplementedError as e:
            raise pytest.skip(e.args[0])

        c1 = chord([
            chord([add.s(1, 2), add.s(3, 4)], add.s([5])),
            chord([add.s(6, 7)], add.s([10]))
        ], add_to_all.s(['A']))
        res1 = c1()
        assert res1.get(timeout=TIMEOUT) == [[3, 7, 5, 'A'], [13, 10, 'A']]

        c2 = group([
            group([add.s(1, 2), add.s(3, 4)]) | add.s([5]),
            group([add.s(6, 7)]) | add.s([10]),
        ]) | add_to_all.s(['A'])
        res2 = c2()
        assert res2.get(timeout=TIMEOUT) == [[3, 7, 5, 'A'], [13, 10, 'A']]

        c = group([
            group([
                group([
                    group([
                        add.s(1, 2)
                    ]) | add.s([3])
                ]) | add.s([4])
            ]) | add.s([5])
        ]) | add.s([6])

        res = c()
        assert [[[[3, 3], 4], 5], 6] == res.get(timeout=TIMEOUT)

    @flaky
    def test_parent_ids(self, manager):
        if not manager.app.conf.result_backend.startswith('redis'):
            raise pytest.skip('Requires redis result backend.')
        root = ids.si(i=1)
        expected_root_id = root.freeze().id
        g = chain(
            root, ids.si(i=2),
            chord(
                group(ids.si(i=i) for i in range(3, 50)),
                chain(collect_ids.s(i=50) | ids.si(i=51)),
            ),
        )
        self.assert_parentids_chord(g(), expected_root_id)

    @flaky
    def test_parent_ids__OR(self, manager):
        if not manager.app.conf.result_backend.startswith('redis'):
            raise pytest.skip('Requires redis result backend.')
        root = ids.si(i=1)
        expected_root_id = root.freeze().id
        g = (
            root |
            ids.si(i=2) |
            group(ids.si(i=i) for i in range(3, 50)) |
            collect_ids.s(i=50) |
            ids.si(i=51)
        )
        self.assert_parentids_chord(g(), expected_root_id)

    def assert_parentids_chord(self, res, expected_root_id):
        assert isinstance(res, AsyncResult)
        assert isinstance(res.parent, AsyncResult)
        assert isinstance(res.parent.parent, GroupResult)
        assert isinstance(res.parent.parent.parent, AsyncResult)
        assert isinstance(res.parent.parent.parent.parent, AsyncResult)

        # first we check the last task
        assert_ids(res, 51, expected_root_id, res.parent.id)

        # then the chord callback
        prev, (root_id, parent_id, value) = res.parent.get(timeout=30)
        assert value == 50
        assert root_id == expected_root_id
        # started by one of the chord header tasks.
        assert parent_id in res.parent.parent.results

        # check what the chord callback recorded
        for i, p in enumerate(prev):
            root_id, parent_id, value = p
            assert root_id == expected_root_id
            assert parent_id == res.parent.parent.parent.id

        # ids(i=2)
        root_id, parent_id, value = res.parent.parent.parent.get(timeout=30)
        assert value == 2
        assert parent_id == res.parent.parent.parent.parent.id
        assert root_id == expected_root_id

        # ids(i=1)
        root_id, parent_id, value = res.parent.parent.parent.parent.get(
            timeout=30)
        assert value == 1
        assert root_id == expected_root_id
        assert parent_id is None