コード例 #1
0
ファイル: test_models.py プロジェクト: xenonstack/polyaxon
    def test_scheduling_operation_run_sets_pipeline_run_to_scheduled(self):
        operation_run = OperationRunFactory()
        assert operation_run.last_status == OperationStatuses.CREATED
        assert operation_run.statuses.count() == 1
        pipeline_run = operation_run.pipeline_run
        assert pipeline_run.last_status == PipelineStatuses.CREATED
        assert pipeline_run.statuses.count() == 1

        operation_run.on_scheduled()
        pipeline_run.refresh_from_db()
        assert operation_run.last_status == OperationStatuses.SCHEDULED
        assert operation_run.statuses.count() == 2
        assert pipeline_run.last_status == PipelineStatuses.SCHEDULED
        assert pipeline_run.statuses.count() == 2
コード例 #2
0
ファイル: test_models.py プロジェクト: ttsvetanov/polyaxon
    def test_scheduling_operation_run_sets_pipeline_run_to_scheduled(self):
        operation_run = OperationRunFactory()
        assert operation_run.last_status == OperationStatuses.CREATED
        assert operation_run.statuses.count() == 1
        pipeline_run = operation_run.pipeline_run
        assert pipeline_run.last_status == PipelineStatuses.CREATED
        assert pipeline_run.statuses.count() == 1

        operation_run.on_scheduled()
        pipeline_run.refresh_from_db()
        assert operation_run.last_status == OperationStatuses.SCHEDULED
        assert operation_run.statuses.count() == 2
        assert pipeline_run.last_status == PipelineStatuses.SCHEDULED
        assert pipeline_run.statuses.count() == 2
コード例 #3
0
ファイル: test_models.py プロジェクト: xenonstack/polyaxon
    def test_failed_operation_runs_sets_pipeline_run_to_finished(self):
        operation_run = OperationRunFactory()
        assert operation_run.last_status == OperationStatuses.CREATED
        assert operation_run.statuses.count() == 1
        pipeline_run = operation_run.pipeline_run
        assert pipeline_run.last_status == PipelineStatuses.CREATED
        assert pipeline_run.statuses.count() == 1

        # Stopping the first operation does not stop the pipeline
        operation_run.on_scheduled()
        operation_run.on_run()
        operation_run.on_failure()
        pipeline_run.refresh_from_db()
        assert operation_run.last_status == OperationStatuses.FAILED
        assert operation_run.statuses.count() == 4
        assert pipeline_run.last_status == PipelineStatuses.FINISHED
        assert pipeline_run.statuses.count() == 4
コード例 #4
0
ファイル: test_models.py プロジェクト: ttsvetanov/polyaxon
    def test_failed_operation_runs_sets_pipeline_run_to_finished(self):
        operation_run = OperationRunFactory()
        assert operation_run.last_status == OperationStatuses.CREATED
        assert operation_run.statuses.count() == 1
        pipeline_run = operation_run.pipeline_run
        assert pipeline_run.last_status == PipelineStatuses.CREATED
        assert pipeline_run.statuses.count() == 1

        # Stopping the first operation does not stop the pipeline
        operation_run.on_scheduled()
        operation_run.on_run()
        operation_run.on_failure()
        pipeline_run.refresh_from_db()
        assert operation_run.last_status == OperationStatuses.FAILED
        assert operation_run.statuses.count() == 4
        assert pipeline_run.last_status == PipelineStatuses.FINISHED
        assert pipeline_run.statuses.count() == 4
コード例 #5
0
ファイル: test_models.py プロジェクト: xenonstack/polyaxon
    def test_running_operation_run_sets_pipeline_run_to_running(self):
        operation_run = OperationRunFactory()
        assert operation_run.last_status == OperationStatuses.CREATED
        assert operation_run.statuses.count() == 1
        pipeline_run = operation_run.pipeline_run
        assert pipeline_run.last_status == PipelineStatuses.CREATED
        assert pipeline_run.statuses.count() == 1

        # Create another operation run for this pipeline_run
        OperationRunFactory(pipeline_run=pipeline_run)

        operation_run.on_scheduled()
        pipeline_run.refresh_from_db()
        assert operation_run.last_status == OperationStatuses.SCHEDULED
        assert operation_run.statuses.count() == 2
        assert pipeline_run.last_status == PipelineStatuses.SCHEDULED
        assert pipeline_run.statuses.count() == 2

        operation_run.on_run()
        pipeline_run.refresh_from_db()
        assert operation_run.last_status == OperationStatuses.RUNNING
        assert operation_run.statuses.count() == 3
        assert pipeline_run.last_status == PipelineStatuses.RUNNING
        assert pipeline_run.statuses.count() == 3
コード例 #6
0
ファイル: test_models.py プロジェクト: ttsvetanov/polyaxon
    def test_running_operation_run_sets_pipeline_run_to_running(self):
        operation_run = OperationRunFactory()
        assert operation_run.last_status == OperationStatuses.CREATED
        assert operation_run.statuses.count() == 1
        pipeline_run = operation_run.pipeline_run
        assert pipeline_run.last_status == PipelineStatuses.CREATED
        assert pipeline_run.statuses.count() == 1

        # Create another operation run for this pipeline_run
        OperationRunFactory(pipeline_run=pipeline_run)

        operation_run.on_scheduled()
        pipeline_run.refresh_from_db()
        assert operation_run.last_status == OperationStatuses.SCHEDULED
        assert operation_run.statuses.count() == 2
        assert pipeline_run.last_status == PipelineStatuses.SCHEDULED
        assert pipeline_run.statuses.count() == 2

        operation_run.on_run()
        pipeline_run.refresh_from_db()
        assert operation_run.last_status == OperationStatuses.RUNNING
        assert operation_run.statuses.count() == 3
        assert pipeline_run.last_status == PipelineStatuses.RUNNING
        assert pipeline_run.statuses.count() == 3
コード例 #7
0
class TestOperationTask(BaseTest):
    def setUp(self):

        self.operation_run = OperationRunFactory()
        self.pipeline_run = self.operation_run.pipeline_run
        # Manually set status to scheduled
        self.operation_run.on_scheduled()
        return super().setUp()

    def test_task_without_operation_run_raises(self):
        @celery_app.task(base=OperationTask, shared=False)
        def dummy_task():
            return

        with self.assertRaises(TypeError):
            dummy_task.apply_async()

    def test_task_with_operation_run_succeeds(self):
        @celery_app.task(base=OperationTask, shared=False)
        def dummy_task(operation_run_id):
            return

        kwargs = {'operation_run_id': self.operation_run.id}
        dummy_task.apply_async(kwargs=kwargs)
        self.operation_run.refresh_from_db()
        assert self.operation_run.succeeded is True
        assert set(self.operation_run.statuses.values_list(
            'status', flat=True)) == {
                OperationStatuses.CREATED,
                OperationStatuses.SCHEDULED,
                OperationStatuses.RUNNING,
                OperationStatuses.SUCCEEDED,
            }
        self.pipeline_run.refresh_from_db()
        assert self.operation_run.pipeline_run.last_status == PipelineStatuses.FINISHED
        assert set(
            self.operation_run.pipeline_run.statuses.values_list(
                'status', flat=True)) == {
                    PipelineStatuses.CREATED,
                    PipelineStatuses.SCHEDULED,
                    PipelineStatuses.RUNNING,
                    PipelineStatuses.FINISHED,
                }

    def test_task_with_error_fails(self):
        @celery_app.task(base=OperationTask, shared=False)
        def raising_task(operation_run_id):
            raise KeyError

        kwargs = {'operation_run_id': self.operation_run.id}
        raising_task.apply_async(kwargs=kwargs)
        self.operation_run.refresh_from_db()
        assert self.operation_run.failed is True
        assert set(self.operation_run.statuses.values_list(
            'status', flat=True)) == {
                OperationStatuses.CREATED,
                OperationStatuses.SCHEDULED,
                OperationStatuses.RUNNING,
                OperationStatuses.FAILED,
            }
        self.pipeline_run.refresh_from_db()
        assert self.operation_run.pipeline_run.last_status == PipelineStatuses.FINISHED
        assert set(
            self.operation_run.pipeline_run.statuses.values_list(
                'status', flat=True)) == {
                    PipelineStatuses.CREATED,
                    PipelineStatuses.SCHEDULED,
                    PipelineStatuses.RUNNING,
                    PipelineStatuses.FINISHED,
                }

    def test_task_retries_for_specified_exception(self):
        class RetryTask(ClassBasedTask):
            retry_for = (KeyError, )

            @staticmethod
            def _run(task_bind, *args, **kwargs):
                raise KeyError

        @celery_app.task(base=OperationTask, bind=True, shared=False)
        def retry_task(task_bind, operation_run_id):
            assert task_bind.max_retries == 2
            assert task_bind.countdown == 0
            RetryTask.run(task_bind=task_bind,
                          operation_run_id=operation_run_id)

        # Add retries and count to the operation
        self.operation_run.operation.max_retries = 2
        self.operation_run.operation.retry_delay = 0
        self.operation_run.operation.save()

        kwargs = {'operation_run_id': self.operation_run.id}
        retry_task.apply_async(kwargs=kwargs)
        self.operation_run.refresh_from_db()
        assert self.operation_run.last_status == OperationStatuses.RETRYING
        assert set(self.operation_run.statuses.values_list(
            'status', flat=True)) == {
                OperationStatuses.CREATED,
                OperationStatuses.SCHEDULED,
                OperationStatuses.RUNNING,
                OperationStatuses.RETRYING,
            }
        self.pipeline_run.refresh_from_db()
        assert self.operation_run.pipeline_run.last_status == PipelineStatuses.RUNNING
        assert set(
            self.operation_run.pipeline_run.statuses.values_list(
                'status', flat=True)) == {
                    PipelineStatuses.CREATED,
                    PipelineStatuses.SCHEDULED,
                    PipelineStatuses.RUNNING,
                }
コード例 #8
0
class TestOperationTask(BaseTest):
    def setUp(self):

        self.operation_run = OperationRunFactory()
        self.pipeline_run = self.operation_run.pipeline_run
        # Manually set status to scheduled
        self.operation_run.on_scheduled()
        return super().setUp()

    def test_task_without_operation_run_raises(self):
        @celery_app.task(base=OperationTask, shared=False)
        def dummy_task():
            return

        with self.assertRaises(TypeError):
            dummy_task.apply_async()

    def test_task_with_operation_run_succeeds(self):
        @celery_app.task(base=OperationTask, shared=False)
        def dummy_task(operation_run_id):
            return

        kwargs = {'operation_run_id': self.operation_run.id}
        dummy_task.apply_async(kwargs=kwargs)
        self.operation_run.refresh_from_db()
        assert self.operation_run.succeeded is True
        assert set(self.operation_run.statuses.values_list('status', flat=True)) == {
            OperationStatuses.CREATED,
            OperationStatuses.SCHEDULED,
            OperationStatuses.RUNNING,
            OperationStatuses.SUCCEEDED,
        }
        self.pipeline_run.refresh_from_db()
        assert self.operation_run.pipeline_run.last_status == PipelineStatuses.FINISHED
        assert set(self.operation_run.pipeline_run.statuses.values_list('status', flat=True)) == {
            PipelineStatuses.CREATED,
            PipelineStatuses.SCHEDULED,
            PipelineStatuses.RUNNING,
            PipelineStatuses.FINISHED,
        }

    def test_task_with_error_fails(self):
        @celery_app.task(base=OperationTask, shared=False)
        def raising_task(operation_run_id):
            raise KeyError

        kwargs = {'operation_run_id': self.operation_run.id}
        raising_task.apply_async(kwargs=kwargs)
        self.operation_run.refresh_from_db()
        assert self.operation_run.failed is True
        assert set(self.operation_run.statuses.values_list('status', flat=True)) == {
            OperationStatuses.CREATED,
            OperationStatuses.SCHEDULED,
            OperationStatuses.RUNNING,
            OperationStatuses.FAILED,
        }
        self.pipeline_run.refresh_from_db()
        assert self.operation_run.pipeline_run.last_status == PipelineStatuses.FINISHED
        assert set(self.operation_run.pipeline_run.statuses.values_list('status', flat=True)) == {
            PipelineStatuses.CREATED,
            PipelineStatuses.SCHEDULED,
            PipelineStatuses.RUNNING,
            PipelineStatuses.FINISHED,
        }

    def test_task_retries_for_specified_exception(self):
        class RetryTask(ClassBasedTask):
            retry_for = (KeyError, )

            @staticmethod
            def _run(task_bind, *args, **kwargs):
                raise KeyError

        @celery_app.task(base=OperationTask, bind=True, shared=False)
        def retry_task(task_bind, operation_run_id):
            assert task_bind.max_retries == 2
            assert task_bind.countdown == 0
            RetryTask.run(task_bind=task_bind, operation_run_id=operation_run_id)

        # Add retries and count to the operation
        self.operation_run.operation.max_retries = 2
        self.operation_run.operation.retry_delay = 0
        self.operation_run.operation.save()

        kwargs = {'operation_run_id': self.operation_run.id}
        retry_task.apply_async(kwargs=kwargs)
        self.operation_run.refresh_from_db()
        assert self.operation_run.last_status == OperationStatuses.RETRYING
        assert set(self.operation_run.statuses.values_list('status', flat=True)) == {
            OperationStatuses.CREATED,
            OperationStatuses.SCHEDULED,
            OperationStatuses.RUNNING,
            OperationStatuses.RETRYING,
        }
        self.pipeline_run.refresh_from_db()
        assert self.operation_run.pipeline_run.last_status == PipelineStatuses.RUNNING
        assert set(self.operation_run.pipeline_run.statuses.values_list('status', flat=True)) == {
            PipelineStatuses.CREATED,
            PipelineStatuses.SCHEDULED,
            PipelineStatuses.RUNNING,
        }