示例#1
0
    def test_branch_list_without_dag_run(self):
        """This checks if the BranchPythonOperator supports branching off to a list of tasks."""
        branch_op = BranchPythonOperator(task_id='make_choice',
                                         dag=self.dag,
                                         python_callable=lambda: ['branch_1', 'branch_2'])
        self.branch_1.set_upstream(branch_op)
        self.branch_2.set_upstream(branch_op)
        self.branch_3 = DummyOperator(task_id='branch_3', dag=self.dag)
        self.branch_3.set_upstream(branch_op)
        self.dag.clear()

        branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        with create_session() as session:
            tis = session.query(TI).filter(
                TI.dag_id == self.dag.dag_id,
                TI.execution_date == DEFAULT_DATE
            )

            expected = {
                "make_choice": State.SUCCESS,
                "branch_1": State.NONE,
                "branch_2": State.NONE,
                "branch_3": State.SKIPPED,
            }

            for ti in tis:
                if ti.task_id in expected:
                    self.assertEqual(ti.state, expected[ti.task_id])
                else:
                    raise Exception
示例#2
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    def test_with_skip_in_branch_downstream_dependencies2(self):
        branch_op = BranchPythonOperator(task_id='make_choice',
                                         dag=self.dag,
                                         python_callable=lambda: 'branch_2')

        branch_op >> self.branch_1 >> self.branch_2
        branch_op >> self.branch_2
        self.dag.clear()

        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=timezone.utcnow(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.SKIPPED)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.NONE)
            else:
                raise Exception
示例#3
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    def test_without_dag_run(self):
        """This checks the defensive against non existent tasks in a dag run"""
        branch_op = BranchPythonOperator(task_id='make_choice',
                                         dag=self.dag,
                                         python_callable=lambda: 'branch_1')
        self.branch_1.set_upstream(branch_op)
        self.branch_2.set_upstream(branch_op)
        self.dag.clear()

        branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        with create_session() as session:
            tis = session.query(TI).filter(
                TI.dag_id == self.dag.dag_id,
                TI.execution_date == DEFAULT_DATE
            )

            for ti in tis:
                if ti.task_id == 'make_choice':
                    self.assertEqual(ti.state, State.SUCCESS)
                elif ti.task_id == 'branch_1':
                    # should exist with state None
                    self.assertEqual(ti.state, State.NONE)
                elif ti.task_id == 'branch_2':
                    self.assertEqual(ti.state, State.SKIPPED)
                else:
                    raise Exception
class BranchOperatorTest(unittest.TestCase):
    def setUp(self):
        self.dag = DAG('branch_operator_test',
                       default_args={
                           'owner': 'airflow',
                           'start_date': DEFAULT_DATE},
                       schedule_interval=INTERVAL)
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_1')

        self.branch_1 = DummyOperator(task_id='branch_1', dag=self.dag)
        self.branch_1.set_upstream(self.branch_op)
        self.branch_2 = DummyOperator(task_id='branch_2', dag=self.dag)
        self.branch_2.set_upstream(self.branch_op)
        self.dag.clear()

    def test_without_dag_run(self):
        """This checks the defensive against non existent tasks in a dag run"""
        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        session = Session()
        tis = session.query(TI).filter(
            TI.dag_id == self.dag.dag_id,
            TI.execution_date == DEFAULT_DATE
        )
        session.close()

        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEquals(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                # should exist with state None
                self.assertEquals(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEquals(ti.state, State.SKIPPED)
            else:
                raise

    def test_with_dag_run(self):
        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=datetime.datetime.now(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEquals(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEquals(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEquals(ti.state, State.SKIPPED)
            else:
                raise
示例#5
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    def test_clear_skipped_downstream_task(self):
        """
        After a downstream task is skipped by BranchPythonOperator, clearing the skipped task
        should not cause it to be executed.
        """
        branch_op = BranchPythonOperator(task_id='make_choice',
                                         dag=self.dag,
                                         python_callable=lambda: 'branch_1')
        branches = [self.branch_1, self.branch_2]
        branch_op >> branches
        self.dag.clear()

        dr = self.dag.create_dagrun(run_id="manual__",
                                    start_date=timezone.utcnow(),
                                    execution_date=DEFAULT_DATE,
                                    state=State.RUNNING)

        branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        for task in branches:
            task.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.SKIPPED)
            else:
                raise

        children_tis = [
            ti for ti in tis
            if ti.task_id in branch_op.get_direct_relative_ids()
        ]

        # Clear the children tasks.
        with create_session() as session:
            clear_task_instances(children_tis, session=session, dag=self.dag)

        # Run the cleared tasks again.
        for task in branches:
            task.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        # Check if the states are correct after children tasks are cleared.
        for ti in dr.get_task_instances():
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.SKIPPED)
            else:
                raise
示例#6
0
    def test_xcom_push(self):
        branch_op = BranchPythonOperator(task_id='make_choice',
                                         dag=self.dag,
                                         python_callable=lambda: 'branch_1')

        self.branch_1.set_upstream(branch_op)
        self.branch_2.set_upstream(branch_op)
        self.dag.clear()

        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=timezone.utcnow(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(
                    ti.xcom_pull(task_ids='make_choice'), 'branch_1')
class BranchOperatorTest(unittest.TestCase):
    @classmethod
    def setUpClass(cls):
        super(BranchOperatorTest, cls).setUpClass()

        with create_session() as session:
            session.query(DagRun).delete()
            session.query(TI).delete()

    def setUp(self):
        self.dag = DAG('branch_operator_test',
                       default_args={
                           'owner': 'airflow',
                           'start_date': DEFAULT_DATE},
                       schedule_interval=INTERVAL)

        self.branch_1 = DummyOperator(task_id='branch_1', dag=self.dag)
        self.branch_2 = DummyOperator(task_id='branch_2', dag=self.dag)

    def tearDown(self):
        super(BranchOperatorTest, self).tearDown()

        with create_session() as session:
            session.query(DagRun).delete()
            session.query(TI).delete()

    def test_without_dag_run(self):
        """This checks the defensive against non existent tasks in a dag run"""
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_1')
        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.dag.clear()

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        with create_session() as session:
            tis = session.query(TI).filter(
                TI.dag_id == self.dag.dag_id,
                TI.execution_date == DEFAULT_DATE
            )

            for ti in tis:
                if ti.task_id == 'make_choice':
                    self.assertEqual(ti.state, State.SUCCESS)
                elif ti.task_id == 'branch_1':
                    # should exist with state None
                    self.assertEqual(ti.state, State.NONE)
                elif ti.task_id == 'branch_2':
                    self.assertEqual(ti.state, State.SKIPPED)
                else:
                    raise Exception

    def test_branch_list_without_dag_run(self):
        """This checks if the BranchPythonOperator supports branching off to a list of tasks."""
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: ['branch_1', 'branch_2'])
        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.branch_3 = DummyOperator(task_id='branch_3', dag=self.dag)
        self.branch_3.set_upstream(self.branch_op)
        self.dag.clear()

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        with create_session() as session:
            tis = session.query(TI).filter(
                TI.dag_id == self.dag.dag_id,
                TI.execution_date == DEFAULT_DATE
            )

            expected = {
                "make_choice": State.SUCCESS,
                "branch_1": State.NONE,
                "branch_2": State.NONE,
                "branch_3": State.SKIPPED,
            }

            for ti in tis:
                if ti.task_id in expected:
                    self.assertEqual(ti.state, expected[ti.task_id])
                else:
                    raise Exception

    def test_with_dag_run(self):
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_1')

        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.dag.clear()

        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=timezone.utcnow(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.SKIPPED)
            else:
                raise Exception

    def test_with_skip_in_branch_downstream_dependencies(self):
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_1')

        self.branch_op >> self.branch_1 >> self.branch_2
        self.branch_op >> self.branch_2
        self.dag.clear()

        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=timezone.utcnow(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.NONE)
            else:
                raise Exception

    def test_with_skip_in_branch_downstream_dependencies2(self):
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_2')

        self.branch_op >> self.branch_1 >> self.branch_2
        self.branch_op >> self.branch_2
        self.dag.clear()

        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=timezone.utcnow(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.SKIPPED)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.NONE)
            else:
                raise Exception
示例#8
0
class BranchOperatorTest(unittest.TestCase):
    @classmethod
    def setUpClass(cls):
        super(BranchOperatorTest, cls).setUpClass()

        session = Session()

        session.query(DagRun).delete()
        session.query(TI).delete()
        session.commit()
        session.close()

    def setUp(self):
        self.dag = DAG('branch_operator_test',
                       default_args={
                           'owner': 'airflow',
                           'start_date': DEFAULT_DATE
                       },
                       schedule_interval=INTERVAL)

        self.branch_1 = DummyOperator(task_id='branch_1', dag=self.dag)
        self.branch_2 = DummyOperator(task_id='branch_2', dag=self.dag)

    def tearDown(self):
        super(BranchOperatorTest, self).tearDown()

        session = Session()

        session.query(DagRun).delete()
        session.query(TI).delete()
        print(len(session.query(DagRun).all()))
        session.commit()
        session.close()

    def test_without_dag_run(self):
        """This checks the defensive against non existent tasks in a dag run"""
        self.branch_op = BranchPythonOperator(
            task_id='make_choice',
            dag=self.dag,
            python_callable=lambda: 'branch_1')
        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.dag.clear()

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        session = Session()
        tis = session.query(TI).filter(TI.dag_id == self.dag.dag_id,
                                       TI.execution_date == DEFAULT_DATE)
        session.close()

        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                # should exist with state None
                self.assertEqual(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.SKIPPED)
            else:
                raise

    def test_branch_list_without_dag_run(self):
        """This checks if the BranchPythonOperator supports branching off to a list of tasks."""
        self.branch_op = BranchPythonOperator(
            task_id='make_choice',
            dag=self.dag,
            python_callable=lambda: ['branch_1', 'branch_2'])
        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.branch_3 = DummyOperator(task_id='branch_3', dag=self.dag)
        self.branch_3.set_upstream(self.branch_op)
        self.dag.clear()

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        session = Session()
        tis = session.query(TI).filter(TI.dag_id == self.dag.dag_id,
                                       TI.execution_date == DEFAULT_DATE)
        session.close()

        expected = {
            "make_choice": State.SUCCESS,
            "branch_1": State.NONE,
            "branch_2": State.NONE,
            "branch_3": State.SKIPPED,
        }

        for ti in tis:
            if ti.task_id in expected:
                self.assertEqual(ti.state, expected[ti.task_id])
            else:
                raise

    def test_with_dag_run(self):
        self.branch_op = BranchPythonOperator(
            task_id='make_choice',
            dag=self.dag,
            python_callable=lambda: 'branch_1')

        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.dag.clear()

        dr = self.dag.create_dagrun(run_id="manual__",
                                    start_date=timezone.utcnow(),
                                    execution_date=DEFAULT_DATE,
                                    state=State.RUNNING)

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.SKIPPED)
            else:
                raise

    def test_with_skip_in_branch_downstream_dependencies(self):
        self.branch_op = BranchPythonOperator(
            task_id='make_choice',
            dag=self.dag,
            python_callable=lambda: 'branch_1')

        self.branch_op >> self.branch_1 >> self.branch_2
        self.branch_op >> self.branch_2
        self.dag.clear()

        dr = self.dag.create_dagrun(run_id="manual__",
                                    start_date=timezone.utcnow(),
                                    execution_date=DEFAULT_DATE,
                                    state=State.RUNNING)

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.NONE)
            else:
                raise

    def test_with_skip_in_branch_downstream_dependencies2(self):
        self.branch_op = BranchPythonOperator(
            task_id='make_choice',
            dag=self.dag,
            python_callable=lambda: 'branch_2')

        self.branch_op >> self.branch_1 >> self.branch_2
        self.branch_op >> self.branch_2
        self.dag.clear()

        dr = self.dag.create_dagrun(run_id="manual__",
                                    start_date=timezone.utcnow(),
                                    execution_date=DEFAULT_DATE,
                                    state=State.RUNNING)

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.SKIPPED)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.NONE)
            else:
                raise

    def test_clear_skipped_downstream_task(self):
        """
        After a downstream task is skipped by BranchPythonOperator, clearing the skipped task
        should not cause it to be executed.
        """
        branch_op = BranchPythonOperator(task_id='make_choice',
                                         dag=self.dag,
                                         python_callable=lambda: 'branch_1')
        branches = [self.branch_1, self.branch_2]
        branch_op >> branches
        self.dag.clear()

        dr = self.dag.create_dagrun(run_id="manual__",
                                    start_date=timezone.utcnow(),
                                    execution_date=DEFAULT_DATE,
                                    state=State.RUNNING)

        branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        for task in branches:
            task.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.SKIPPED)
            else:
                raise

        children_tis = [
            ti for ti in tis
            if ti.task_id in branch_op.get_direct_relative_ids()
        ]

        # Clear the children tasks.
        with create_session() as session:
            clear_task_instances(children_tis, session=session, dag=self.dag)

        # Run the cleared tasks again.
        for task in branches:
            task.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        # Check if the states are correct after children tasks are cleared.
        for ti in dr.get_task_instances():
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.SKIPPED)
            else:
                raise
class BranchOperatorTest(unittest.TestCase):
    @classmethod
    def setUpClass(cls):
        super(BranchOperatorTest, cls).setUpClass()

        with create_session() as session:
            session.query(DagRun).delete()
            session.query(TI).delete()

    def setUp(self):
        self.dag = DAG('branch_operator_test',
                       default_args={
                           'owner': 'airflow',
                           'start_date': DEFAULT_DATE},
                       schedule_interval=INTERVAL)

        self.branch_1 = DummyOperator(task_id='branch_1', dag=self.dag)
        self.branch_2 = DummyOperator(task_id='branch_2', dag=self.dag)

    def tearDown(self):
        super().tearDown()

        with create_session() as session:
            session.query(DagRun).delete()
            session.query(TI).delete()

    def test_without_dag_run(self):
        """This checks the defensive against non existent tasks in a dag run"""
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_1')
        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.dag.clear()

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        with create_session() as session:
            tis = session.query(TI).filter(
                TI.dag_id == self.dag.dag_id,
                TI.execution_date == DEFAULT_DATE
            )

            for ti in tis:
                if ti.task_id == 'make_choice':
                    self.assertEqual(ti.state, State.SUCCESS)
                elif ti.task_id == 'branch_1':
                    # should exist with state None
                    self.assertEqual(ti.state, State.NONE)
                elif ti.task_id == 'branch_2':
                    self.assertEqual(ti.state, State.SKIPPED)
                else:
                    raise Exception

    def test_branch_list_without_dag_run(self):
        """This checks if the BranchPythonOperator supports branching off to a list of tasks."""
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: ['branch_1', 'branch_2'])
        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.branch_3 = DummyOperator(task_id='branch_3', dag=self.dag)
        self.branch_3.set_upstream(self.branch_op)
        self.dag.clear()

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        with create_session() as session:
            tis = session.query(TI).filter(
                TI.dag_id == self.dag.dag_id,
                TI.execution_date == DEFAULT_DATE
            )

            expected = {
                "make_choice": State.SUCCESS,
                "branch_1": State.NONE,
                "branch_2": State.NONE,
                "branch_3": State.SKIPPED,
            }

            for ti in tis:
                if ti.task_id in expected:
                    self.assertEqual(ti.state, expected[ti.task_id])
                else:
                    raise Exception

    def test_with_dag_run(self):
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_1')

        self.branch_1.set_upstream(self.branch_op)
        self.branch_2.set_upstream(self.branch_op)
        self.dag.clear()

        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=timezone.utcnow(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.SKIPPED)
            else:
                raise Exception

    def test_with_skip_in_branch_downstream_dependencies(self):
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_1')

        self.branch_op >> self.branch_1 >> self.branch_2
        self.branch_op >> self.branch_2
        self.dag.clear()

        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=timezone.utcnow(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.NONE)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.NONE)
            else:
                raise Exception

    def test_with_skip_in_branch_downstream_dependencies2(self):
        self.branch_op = BranchPythonOperator(task_id='make_choice',
                                              dag=self.dag,
                                              python_callable=lambda: 'branch_2')

        self.branch_op >> self.branch_1 >> self.branch_2
        self.branch_op >> self.branch_2
        self.dag.clear()

        dr = self.dag.create_dagrun(
            run_id="manual__",
            start_date=timezone.utcnow(),
            execution_date=DEFAULT_DATE,
            state=State.RUNNING
        )

        self.branch_op.run(start_date=DEFAULT_DATE, end_date=DEFAULT_DATE)

        tis = dr.get_task_instances()
        for ti in tis:
            if ti.task_id == 'make_choice':
                self.assertEqual(ti.state, State.SUCCESS)
            elif ti.task_id == 'branch_1':
                self.assertEqual(ti.state, State.SKIPPED)
            elif ti.task_id == 'branch_2':
                self.assertEqual(ti.state, State.NONE)
            else:
                raise Exception