Examples with TaskOutputOperatorFactory com.facebook.presto.operator.TaskOutputOperator.TaskOutputOperatorFactory used on opensource projects

Example 1 with TaskOutputOperatorFactory

use of com.facebook.presto.operator.TaskOutputOperator.TaskOutputOperatorFactory in project presto by prestodb.

the class TestSqlTaskExecution method testSimple.

@Test(dataProvider = "executionStrategies", timeOut = 20_000)
public void testSimple(PipelineExecutionStrategy executionStrategy) throws Exception {
    ScheduledExecutorService taskNotificationExecutor = newScheduledThreadPool(10, threadsNamed("task-notification-%s"));
    ScheduledExecutorService driverYieldExecutor = newScheduledThreadPool(2, threadsNamed("driver-yield-%s"));
    TaskExecutor taskExecutor = new TaskExecutor(5, 10, 3, 4, TASK_FAIR, Ticker.systemTicker());
    taskExecutor.start();
    try {
        TaskStateMachine taskStateMachine = new TaskStateMachine(TASK_ID, taskNotificationExecutor);
        PartitionedOutputBuffer outputBuffer = newTestingOutputBuffer(taskNotificationExecutor);
        OutputBufferConsumer outputBufferConsumer = new OutputBufferConsumer(outputBuffer, OUTPUT_BUFFER_ID);
        // 
        // test initialization: simple task with 1 pipeline
        // 
        // pipeline 0  ... pipeline id
        // partitioned ... partitioned/unpartitioned pipeline
        // grouped   ... execution strategy (in grouped test)
        // ungrouped  ... execution strategy (in ungrouped test)
        // 
        // TaskOutput
        // |
        // Scan
        // 
        // See #testComplex for all the bahaviors that are tested. Not all of them apply here.
        TestingScanOperatorFactory testingScanOperatorFactory = new TestingScanOperatorFactory(0, TABLE_SCAN_NODE_ID, ImmutableList.of(VARCHAR));
        TaskOutputOperatorFactory taskOutputOperatorFactory = new TaskOutputOperatorFactory(1, TABLE_SCAN_NODE_ID, outputBuffer, Function.identity(), new PagesSerdeFactory(new BlockEncodingManager(), false));
        LocalExecutionPlan localExecutionPlan = new LocalExecutionPlan(ImmutableList.of(new DriverFactory(0, true, true, ImmutableList.of(testingScanOperatorFactory, taskOutputOperatorFactory), OptionalInt.empty(), executionStrategy, Optional.empty())), ImmutableList.of(TABLE_SCAN_NODE_ID), executionStrategy == GROUPED_EXECUTION ? StageExecutionDescriptor.fixedLifespanScheduleGroupedExecution(ImmutableList.of(TABLE_SCAN_NODE_ID), 8) : StageExecutionDescriptor.ungroupedExecution());
        TaskContext taskContext = newTestingTaskContext(taskNotificationExecutor, driverYieldExecutor, taskStateMachine);
        SqlTaskExecution sqlTaskExecution = SqlTaskExecution.createSqlTaskExecution(taskStateMachine, taskContext, outputBuffer, ImmutableList.of(), localExecutionPlan, taskExecutor, taskNotificationExecutor, createTestSplitMonitor());
        // 
        // test body
        assertEquals(taskStateMachine.getState(), TaskState.RUNNING);
        switch(executionStrategy) {
            case UNGROUPED_EXECUTION:
                // add source for pipeline
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(TABLE_SCAN_NODE_ID, ImmutableSet.of(newScheduledSplit(0, TABLE_SCAN_NODE_ID, Lifespan.taskWide(), 100000, 123)), false)));
                // assert that partial task result is produced
                outputBufferConsumer.consume(123, ASSERT_WAIT_TIMEOUT);
                // pause operator execution to make sure that
                // * operatorFactory will be closed even though operator can't execute
                // * completedDriverGroups will NOT include the newly scheduled driver group while pause is in place
                testingScanOperatorFactory.getPauser().pause();
                // add source for pipeline, mark as no more splits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(TABLE_SCAN_NODE_ID, ImmutableSet.of(newScheduledSplit(1, TABLE_SCAN_NODE_ID, Lifespan.taskWide(), 200000, 300), newScheduledSplit(2, TABLE_SCAN_NODE_ID, Lifespan.taskWide(), 300000, 200)), true)));
                // assert that pipeline will have no more drivers
                waitUntilEquals(testingScanOperatorFactory::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // assert that no DriverGroup is fully completed
                assertEquals(taskContext.getCompletedDriverGroups(), ImmutableSet.of());
                // resume operator execution
                testingScanOperatorFactory.getPauser().resume();
                // assert that task result is produced
                outputBufferConsumer.consume(300 + 200, ASSERT_WAIT_TIMEOUT);
                outputBufferConsumer.assertBufferComplete(ASSERT_WAIT_TIMEOUT);
                break;
            case GROUPED_EXECUTION:
                // add source for pipeline (driver group [1, 5]), mark driver group [1] as noMoreSplits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(TABLE_SCAN_NODE_ID, ImmutableSet.of(newScheduledSplit(0, TABLE_SCAN_NODE_ID, Lifespan.driverGroup(1), 0, 1), newScheduledSplit(1, TABLE_SCAN_NODE_ID, Lifespan.driverGroup(5), 100000, 10)), ImmutableSet.of(Lifespan.driverGroup(1)), false)));
                // assert that pipeline will have no more drivers for driver group [1]
                waitUntilEquals(testingScanOperatorFactory::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(1)), ASSERT_WAIT_TIMEOUT);
                // assert that partial result is produced for both driver groups
                outputBufferConsumer.consume(1 + 10, ASSERT_WAIT_TIMEOUT);
                // assert that driver group [1] is fully completed
                waitUntilEquals(taskContext::getCompletedDriverGroups, ImmutableSet.of(Lifespan.driverGroup(1)), ASSERT_WAIT_TIMEOUT);
                // pause operator execution to make sure that
                // * operatorFactory will be closed even though operator can't execute
                // * completedDriverGroups will NOT include the newly scheduled driver group while pause is in place
                testingScanOperatorFactory.getPauser().pause();
                // add source for pipeline (driver group [5]), mark driver group [5] as noMoreSplits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(TABLE_SCAN_NODE_ID, ImmutableSet.of(newScheduledSplit(2, TABLE_SCAN_NODE_ID, Lifespan.driverGroup(5), 200000, 300)), ImmutableSet.of(Lifespan.driverGroup(5)), false)));
                // assert that pipeline will have no more drivers for driver group [1, 5]
                waitUntilEquals(testingScanOperatorFactory::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(1), Lifespan.driverGroup(5)), ASSERT_WAIT_TIMEOUT);
                // assert that driver group [5] is NOT YET fully completed
                assertEquals(taskContext.getCompletedDriverGroups(), ImmutableSet.of(Lifespan.driverGroup(1)));
                // resume operator execution
                testingScanOperatorFactory.getPauser().resume();
                // assert that partial result is produced
                outputBufferConsumer.consume(300, ASSERT_WAIT_TIMEOUT);
                // assert that driver group [1, 5] is fully completed
                waitUntilEquals(taskContext::getCompletedDriverGroups, ImmutableSet.of(Lifespan.driverGroup(1), Lifespan.driverGroup(5)), ASSERT_WAIT_TIMEOUT);
                // pause operator execution to make sure that
                // * operatorFactory will be closed even though operator can't execute
                // * completedDriverGroups will NOT include the newly scheduled driver group while pause is in place
                testingScanOperatorFactory.getPauser().pause();
                // add source for pipeline (driver group [7]), mark pipeline as noMoreSplits without explicitly marking driver group 7
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(TABLE_SCAN_NODE_ID, ImmutableSet.of(newScheduledSplit(3, TABLE_SCAN_NODE_ID, Lifespan.driverGroup(7), 300000, 45), newScheduledSplit(4, TABLE_SCAN_NODE_ID, Lifespan.driverGroup(7), 400000, 54)), ImmutableSet.of(), true)));
                // assert that pipeline will have no more drivers for driver group [1, 5, 7]
                waitUntilEquals(testingScanOperatorFactory::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(1), Lifespan.driverGroup(5), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                // assert that pipeline will have no more drivers
                waitUntilEquals(testingScanOperatorFactory::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // assert that driver group [1, 5] is fully completed
                assertEquals(taskContext.getCompletedDriverGroups(), ImmutableSet.of(Lifespan.driverGroup(1), Lifespan.driverGroup(5)));
                // resume operator execution
                testingScanOperatorFactory.getPauser().resume();
                // assert driver group [7] is not completed before output buffer is consumed
                MILLISECONDS.sleep(1000);
                assertEquals(taskContext.getCompletedDriverGroups(), ImmutableSet.of(Lifespan.driverGroup(1), Lifespan.driverGroup(5)));
                // assert that result is produced
                outputBufferConsumer.consume(45 + 54, ASSERT_WAIT_TIMEOUT);
                outputBufferConsumer.assertBufferComplete(ASSERT_WAIT_TIMEOUT);
                // assert that driver group [1, 5, 7] is fully completed
                waitUntilEquals(taskContext::getCompletedDriverGroups, ImmutableSet.of(Lifespan.driverGroup(1), Lifespan.driverGroup(5), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                break;
            default:
                throw new UnsupportedOperationException();
        }
        // complete the task by calling abort on it
        outputBufferConsumer.abort();
        TaskState taskState = taskStateMachine.getStateChange(TaskState.RUNNING).get(10, SECONDS);
        assertEquals(taskState, TaskState.FINISHED);
    } finally {
        taskExecutor.stop();
        taskNotificationExecutor.shutdownNow();
        driverYieldExecutor.shutdown();
    }
}

Example 2 with TaskOutputOperatorFactory

use of com.facebook.presto.operator.TaskOutputOperator.TaskOutputOperatorFactory in project presto by prestodb.

the class TestSqlTaskExecution method testComplex.

@Test(dataProvider = "executionStrategies", timeOut = 20_000)
public void testComplex(PipelineExecutionStrategy executionStrategy) throws Exception {
    ScheduledExecutorService taskNotificationExecutor = newScheduledThreadPool(10, threadsNamed("task-notification-%s"));
    ScheduledExecutorService driverYieldExecutor = newScheduledThreadPool(2, threadsNamed("driver-yield-%s"));
    TaskExecutor taskExecutor = new TaskExecutor(5, 10, 3, 4, TASK_FAIR, Ticker.systemTicker());
    taskExecutor.start();
    try {
        TaskStateMachine taskStateMachine = new TaskStateMachine(TASK_ID, taskNotificationExecutor);
        PartitionedOutputBuffer outputBuffer = newTestingOutputBuffer(taskNotificationExecutor);
        OutputBufferConsumer outputBufferConsumer = new OutputBufferConsumer(outputBuffer, OUTPUT_BUFFER_ID);
        // test initialization: complex test with 4 pipelines
        // Take a task with the following set of pipelines for example:
        // 
        // pipeline 0        pipeline 1       pipeline 2    pipeline 3    ... pipeline id
        // partitioned      unpartitioned     partitioned  unpartitioned  ... partitioned/unpartitioned pipeline
        // grouped           grouped          grouped      ungrouped    ... execution strategy (in grouped test)
        // ungrouped         ungrouped        ungrouped     ungrouped    ... execution strategy (in ungrouped test)
        // 
        // TaskOutput-0
        // |
        // CrossJoin-C  ................................... Build-C
        // |                                               |
        // CrossJoin-A  ..... Build-A                       Values-3
        // |                |
        // Scan-0         CrossJoin-B  ....  Build-B
        // (effectively ExchangeSink)    |
        // |               Scan-2
        // Values-1
        // (1 row)
        // 
        // CrossJoin operator here has the same lifecycle behavior as a real cross/hash-join, and produces
        // the correct number of rows, but doesn't actually produce a cross-join for simplicity.
        // 
        // A single task can never have all 4 combinations: partitioned/unpartitioned x grouped/ungrouped.
        // * In the case of ungrouped test, this test covers driver with
        // 1) split lifecycle (partitioned ungrouped)
        // 2) task lifecycle (unpartitioned ungrouped)
        // These are the only 2 possible pipeline execution strategy a task can have if the task has ungrouped execution strategy.
        // * In the case of grouped test, this covers:
        // 1) split lifecycle (partitioned grouped)
        // 2) driver group lifecycle (unpartitioned grouped)
        // 3) task lifecycle (unpartitioned ungrouped)
        // These are the only 3 possible pipeline execution strategy a task can have if the task has grouped execution strategy.
        // 
        // The following behaviors are tested:
        // * DriverFactory are marked as noMoreDriver/Operator for particular lifespans as soon as they can be:
        // * immediately, if the pipeline has task lifecycle (ungrouped and unpartitioned).
        // * when TaskSource containing the lifespan is encountered, if the pipeline has driver group lifecycle (grouped and unpartitioned).
        // * when TaskSource indicate that no more splits will be produced for the plan node (and plan nodes that schedule before it
        // due to phased scheduling) and lifespan combination, if the pipeline has split lifecycle (partitioned).
        // * DriverFactory are marked as noMoreDriver/Operator as soon as they can be:
        // * immediately, if the pipeline has task lifecycle (ungrouped and unpartitioned).
        // * when TaskSource indicate that will no more splits, otherwise.
        // * Driver groups are marked as completed as soon as they should be:
        // * when there are no active driver, and all DriverFactory for the lifespan (across all pipelines) are marked as completed.
        // * Rows are produced as soon as they should be:
        // * streams data through as soon as the build side is ready, for CrossJoin
        // * streams data through, otherwise.
        PlanNodeId scan0NodeId = new PlanNodeId("scan-0");
        PlanNodeId values1NodeId = new PlanNodeId("values-1");
        PlanNodeId scan2NodeId = new PlanNodeId("scan-2");
        PlanNodeId values3NodeId = new PlanNodeId("values-3");
        PlanNodeId joinANodeId = new PlanNodeId("join-a");
        PlanNodeId joinBNodeId = new PlanNodeId("join-b");
        PlanNodeId joinCNodeId = new PlanNodeId("join-c");
        BuildStates buildStatesA = new BuildStates(executionStrategy);
        BuildStates buildStatesB = new BuildStates(executionStrategy);
        BuildStates buildStatesC = new BuildStates(UNGROUPED_EXECUTION);
        TestingScanOperatorFactory scanOperatorFactory0 = new TestingScanOperatorFactory(1, scan0NodeId, ImmutableList.of(VARCHAR));
        ValuesOperatorFactory valuesOperatorFactory1 = new ValuesOperatorFactory(101, values1NodeId, ImmutableList.of(new Page(createStringsBlock("multiplier1"))));
        TestingScanOperatorFactory scanOperatorFactory2 = new TestingScanOperatorFactory(201, scan2NodeId, ImmutableList.of(VARCHAR));
        ValuesOperatorFactory valuesOperatorFactory3 = new ValuesOperatorFactory(301, values3NodeId, ImmutableList.of(new Page(createStringsBlock("x", "y", "multiplier3"))));
        TaskOutputOperatorFactory taskOutputOperatorFactory = new TaskOutputOperatorFactory(4, joinCNodeId, outputBuffer, Function.identity(), new PagesSerdeFactory(new BlockEncodingManager(), false));
        TestingCrossJoinOperatorFactory joinOperatorFactoryA = new TestingCrossJoinOperatorFactory(2, joinANodeId, buildStatesA);
        TestingCrossJoinOperatorFactory joinOperatorFactoryB = new TestingCrossJoinOperatorFactory(102, joinBNodeId, buildStatesB);
        TestingCrossJoinOperatorFactory joinOperatorFactoryC = new TestingCrossJoinOperatorFactory(3, joinCNodeId, buildStatesC);
        TestingBuildOperatorFactory buildOperatorFactoryA = new TestingBuildOperatorFactory(103, joinANodeId, buildStatesA);
        TestingBuildOperatorFactory buildOperatorFactoryB = new TestingBuildOperatorFactory(202, joinBNodeId, buildStatesB);
        TestingBuildOperatorFactory buildOperatorFactoryC = new TestingBuildOperatorFactory(302, joinCNodeId, buildStatesC);
        LocalExecutionPlan localExecutionPlan = new LocalExecutionPlan(ImmutableList.of(new DriverFactory(0, true, true, ImmutableList.of(scanOperatorFactory0, joinOperatorFactoryA, joinOperatorFactoryC, taskOutputOperatorFactory), OptionalInt.empty(), executionStrategy, Optional.empty()), new DriverFactory(1, false, false, ImmutableList.of(valuesOperatorFactory1, joinOperatorFactoryB, buildOperatorFactoryA), OptionalInt.empty(), executionStrategy, Optional.empty()), new DriverFactory(2, true, false, ImmutableList.of(scanOperatorFactory2, buildOperatorFactoryB), OptionalInt.empty(), executionStrategy, Optional.empty()), new DriverFactory(3, false, false, ImmutableList.of(valuesOperatorFactory3, buildOperatorFactoryC), OptionalInt.empty(), UNGROUPED_EXECUTION, Optional.empty())), ImmutableList.of(scan2NodeId, scan0NodeId), executionStrategy == GROUPED_EXECUTION ? StageExecutionDescriptor.fixedLifespanScheduleGroupedExecution(ImmutableList.of(scan0NodeId, scan2NodeId), 4) : StageExecutionDescriptor.ungroupedExecution());
        TaskContext taskContext = newTestingTaskContext(taskNotificationExecutor, driverYieldExecutor, taskStateMachine);
        SqlTaskExecution sqlTaskExecution = SqlTaskExecution.createSqlTaskExecution(taskStateMachine, taskContext, outputBuffer, ImmutableList.of(), localExecutionPlan, taskExecutor, taskNotificationExecutor, createTestSplitMonitor());
        // 
        // test body
        assertEquals(taskStateMachine.getState(), TaskState.RUNNING);
        switch(executionStrategy) {
            case UNGROUPED_EXECUTION:
                // assert that pipeline 1 and pipeline 3 will have no more drivers
                // (Unpartitioned ungrouped pipelines can have all driver instance created up front.)
                waitUntilEquals(joinOperatorFactoryB::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryA::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryC::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // add source for pipeline 2, and mark as no more splits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(scan2NodeId, ImmutableSet.of(newScheduledSplit(0, scan2NodeId, Lifespan.taskWide(), 100000, 1), newScheduledSplit(1, scan2NodeId, Lifespan.taskWide(), 300000, 2)), false)));
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(scan2NodeId, ImmutableSet.of(newScheduledSplit(2, scan2NodeId, Lifespan.taskWide(), 300000, 2)), true)));
                // assert that pipeline 2 will have no more drivers
                waitUntilEquals(scanOperatorFactory2::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryB::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // pause operator execution to make sure that
                // * operatorFactory will be closed even though operator can't execute
                // * completedDriverGroups will NOT include the newly scheduled driver group while pause is in place
                scanOperatorFactory0.getPauser().pause();
                // add source for pipeline 0, mark as no more splits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(scan0NodeId, ImmutableSet.of(newScheduledSplit(3, scan0NodeId, Lifespan.taskWide(), 400000, 100)), true)));
                // assert that pipeline 0 will have no more drivers
                waitUntilEquals(scanOperatorFactory0::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(joinOperatorFactoryA::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(joinOperatorFactoryC::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // assert that no DriverGroup is fully completed
                assertEquals(taskContext.getCompletedDriverGroups(), ImmutableSet.of());
                // resume operator execution
                scanOperatorFactory0.getPauser().resume();
                // assert that task result is produced
                outputBufferConsumer.consume(100 * 5 * 3, ASSERT_WAIT_TIMEOUT);
                outputBufferConsumer.assertBufferComplete(ASSERT_WAIT_TIMEOUT);
                break;
            case GROUPED_EXECUTION:
                // assert that pipeline 3 will have no more drivers
                // (Unpartitioned ungrouped pipelines can have all driver instances created up front.)
                waitUntilEquals(buildOperatorFactoryC::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // add source for pipeline 2 driver group 3, and mark driver group 3 as no more splits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(scan2NodeId, ImmutableSet.of(newScheduledSplit(0, scan2NodeId, Lifespan.driverGroup(3), 0, 1), newScheduledSplit(1, scan2NodeId, Lifespan.driverGroup(3), 100000, 2)), false)));
                // assert that pipeline 1 driver group [3] will have no more drivers
                waitUntilEquals(joinOperatorFactoryB::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3)), ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryA::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3)), ASSERT_WAIT_TIMEOUT);
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(scan2NodeId, ImmutableSet.of(newScheduledSplit(2, scan2NodeId, Lifespan.driverGroup(3), 200000, 2)), ImmutableSet.of(Lifespan.driverGroup(3)), false)));
                // assert that pipeline 2 driver group [3] will have no more drivers
                waitUntilEquals(scanOperatorFactory2::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3)), ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryB::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3)), ASSERT_WAIT_TIMEOUT);
                // pause operator execution to make sure that
                // * completedDriverGroups will NOT include the newly scheduled driver group while pause is in place
                scanOperatorFactory0.getPauser().pause();
                // add source for pipeline 0 driver group 3, and mark driver group 3 as no more splits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(scan0NodeId, ImmutableSet.of(newScheduledSplit(3, scan0NodeId, Lifespan.driverGroup(3), 300000, 10)), ImmutableSet.of(Lifespan.driverGroup(3)), false)));
                // assert that pipeline 0 driver group [3] will have no more drivers
                waitUntilEquals(scanOperatorFactory0::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3)), ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(joinOperatorFactoryA::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3)), ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(joinOperatorFactoryC::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3)), ASSERT_WAIT_TIMEOUT);
                // assert that no DriverGroup is fully completed
                assertEquals(taskContext.getCompletedDriverGroups(), ImmutableSet.of());
                // resume operator execution
                scanOperatorFactory0.getPauser().resume();
                // assert that partial task result is produced
                outputBufferConsumer.consume(10 * 5 * 3, ASSERT_WAIT_TIMEOUT);
                // assert that driver group [3] is fully completed
                waitUntilEquals(taskContext::getCompletedDriverGroups, ImmutableSet.of(Lifespan.driverGroup(3)), ASSERT_WAIT_TIMEOUT);
                // add source for pipeline 2 driver group 7, and mark pipeline as no more splits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(scan2NodeId, ImmutableSet.of(newScheduledSplit(4, scan2NodeId, Lifespan.driverGroup(7), 400000, 2)), ImmutableSet.of(Lifespan.driverGroup(7)), true)));
                // assert that pipeline 2 driver group [3, 7] will have no more drivers
                waitUntilEquals(scanOperatorFactory2::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryB::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                // pause operator execution to make sure that
                // * operatorFactory will be closed even though operator can't execute
                // * completedDriverGroups will NOT include the newly scheduled driver group while pause is in place
                scanOperatorFactory0.getPauser().pause();
                // add source for pipeline 0 driver group 7, mark pipeline as no more splits
                sqlTaskExecution.addSources(ImmutableList.of(new TaskSource(scan0NodeId, ImmutableSet.of(newScheduledSplit(5, scan0NodeId, Lifespan.driverGroup(7), 500000, 1000)), ImmutableSet.of(Lifespan.driverGroup(7)), true)));
                // assert that pipeline 0 driver group [3, 7] will have no more drivers
                waitUntilEquals(scanOperatorFactory0::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(joinOperatorFactoryA::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(joinOperatorFactoryC::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                // assert that pipeline 0 will have no more drivers
                waitUntilEquals(scanOperatorFactory0::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(joinOperatorFactoryA::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(joinOperatorFactoryC::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // assert that pipeline 1 driver group [3, 7] will have no more drivers
                waitUntilEquals(joinOperatorFactoryB::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryA::getDriverGroupsWithNoMoreOperators, ImmutableSet.of(Lifespan.driverGroup(3), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                // assert that pipeline 1 will have no more drivers
                // (Unpartitioned grouped pipelines will have no more driver instances when there can be no more driver groups.)
                waitUntilEquals(joinOperatorFactoryB::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryA::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // assert that pipeline 2 will have no more drivers
                // note: One could argue that this should have happened as soon as pipeline 2 driver group 7 is marked as noMoreSplits.
                // This is not how SqlTaskExecution is currently implemented. And such a delay in closing DriverFactory does not matter much.
                waitUntilEquals(scanOperatorFactory2::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                waitUntilEquals(buildOperatorFactoryB::isOverallNoMoreOperators, true, ASSERT_WAIT_TIMEOUT);
                // assert that driver group [3] (but not 7) is fully completed
                assertEquals(taskContext.getCompletedDriverGroups(), ImmutableSet.of(Lifespan.driverGroup(3)));
                // resume operator execution
                scanOperatorFactory0.getPauser().resume();
                // assert that partial task result is produced
                outputBufferConsumer.consume(1000 * 2 * 3, ASSERT_WAIT_TIMEOUT);
                outputBufferConsumer.assertBufferComplete(ASSERT_WAIT_TIMEOUT);
                // assert that driver group [3, 7] is fully completed
                waitUntilEquals(taskContext::getCompletedDriverGroups, ImmutableSet.of(Lifespan.driverGroup(3), Lifespan.driverGroup(7)), ASSERT_WAIT_TIMEOUT);
                break;
            default:
                throw new UnsupportedOperationException();
        }
        // complete the task by calling abort on it
        outputBufferConsumer.abort();
        TaskState taskState = taskStateMachine.getStateChange(TaskState.RUNNING).get(10, SECONDS);
        assertEquals(taskState, TaskState.FINISHED);
    } finally {
        taskExecutor.stop();
        taskNotificationExecutor.shutdownNow();
        driverYieldExecutor.shutdown();
    }
}