/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.beam.runners.dataflow; import static org.hamcrest.Matchers.containsString; import static org.hamcrest.Matchers.equalTo; import static org.junit.Assert.assertEquals; import static org.junit.Assert.assertNull; import static org.junit.Assert.assertSame; import static org.junit.Assert.assertThat; import static org.junit.Assert.fail; import static org.mockito.Matchers.any; import static org.mockito.Matchers.anyString; import static org.mockito.Mockito.doReturn; import static org.mockito.Mockito.never; import static org.mockito.Mockito.spy; import static org.mockito.Mockito.verify; import static org.mockito.Mockito.when; import com.google.api.services.dataflow.model.JobMessage; import com.google.api.services.dataflow.model.JobMetrics; import com.google.api.services.dataflow.model.MetricStructuredName; import com.google.api.services.dataflow.model.MetricUpdate; import com.google.common.base.Optional; import com.google.common.collect.ImmutableMap; import com.google.common.collect.Lists; import java.io.IOException; import java.math.BigDecimal; import java.util.Arrays; import java.util.List; import java.util.Map; import org.apache.beam.runners.dataflow.util.MonitoringUtil; import org.apache.beam.runners.dataflow.util.MonitoringUtil.JobMessagesHandler; import org.apache.beam.runners.dataflow.util.TimeUtil; import org.apache.beam.sdk.Pipeline; import org.apache.beam.sdk.PipelineResult; import org.apache.beam.sdk.PipelineResult.State; import org.apache.beam.sdk.extensions.gcp.auth.TestCredential; import org.apache.beam.sdk.extensions.gcp.storage.NoopPathValidator; import org.apache.beam.sdk.options.PipelineOptionsFactory; import org.apache.beam.sdk.testing.PAssert; import org.apache.beam.sdk.testing.SerializableMatcher; import org.apache.beam.sdk.testing.TestPipeline; import org.apache.beam.sdk.testing.TestPipelineOptions; import org.apache.beam.sdk.transforms.Create; import org.apache.beam.sdk.util.Transport; import org.apache.beam.sdk.values.PCollection; import org.hamcrest.BaseMatcher; import org.hamcrest.Description; import org.joda.time.Duration; import org.joda.time.Instant; import org.junit.Before; import org.junit.Rule; import org.junit.Test; import org.junit.rules.ExpectedException; import org.junit.runner.RunWith; import org.junit.runners.JUnit4; import org.mockito.Mock; import org.mockito.Mockito; import org.mockito.MockitoAnnotations; import org.mockito.invocation.InvocationOnMock; import org.mockito.stubbing.Answer; /** Tests for {@link TestDataflowRunner}. */ @RunWith(JUnit4.class) public class TestDataflowRunnerTest { @Rule public ExpectedException expectedException = ExpectedException.none(); @Mock private DataflowClient mockClient; private TestDataflowPipelineOptions options; @Before public void setUp() throws Exception { MockitoAnnotations.initMocks(this); options = PipelineOptionsFactory.as(TestDataflowPipelineOptions.class); options.setAppName("TestAppName"); options.setProject("test-project"); options.setTempLocation("gs://test/temp/location"); options.setTempRoot("gs://test"); options.setGcpCredential(new TestCredential()); options.setRunner(TestDataflowRunner.class); options.setPathValidatorClass(NoopPathValidator.class); } @Test public void testToString() { assertEquals("TestDataflowRunner#TestAppName", TestDataflowRunner.fromOptions(options).toString()); } @Test public void testRunBatchJobThatSucceeds() throws Exception { Pipeline p = Pipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.DONE); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(true /* success */, true /* tentative */)); assertEquals(mockJob, runner.run(p, mockRunner)); } /** * Tests that when a batch job terminates in a failure state even if all assertions * passed, it throws an error to that effect. */ @Test public void testRunBatchJobThatFails() throws Exception { Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.FAILED); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(true /* success */, false /* tentative */)); expectedException.expect(RuntimeException.class); runner.run(p, mockRunner); // Note that fail throws an AssertionError which is why it is placed out here // instead of inside the try-catch block. fail("AssertionError expected"); } @Test public void testBatchPipelineFailsIfException() throws Exception { Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.RUNNING); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); when(mockJob.waitUntilFinish(any(Duration.class), any(JobMessagesHandler.class))) .thenAnswer(new Answer<State>() { @Override public State answer(InvocationOnMock invocation) { JobMessage message = new JobMessage(); message.setMessageText("FooException"); message.setTime(TimeUtil.toCloudTime(Instant.now())); message.setMessageImportance("JOB_MESSAGE_ERROR"); ((MonitoringUtil.JobMessagesHandler) invocation.getArguments()[1]) .process(Arrays.asList(message)); return State.CANCELLED; } }); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(false /* success */, true /* tentative */)); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); try { runner.run(p, mockRunner); } catch (AssertionError expected) { assertThat(expected.getMessage(), containsString("FooException")); verify(mockJob, never()).cancel(); return; } // Note that fail throws an AssertionError which is why it is placed out here // instead of inside the try-catch block. fail("AssertionError expected"); } /** * A streaming job that terminates with no error messages is a success. */ @Test public void testRunStreamingJobUsingPAssertThatSucceeds() throws Exception { options.setStreaming(true); Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.DONE); when(mockJob.waitUntilFinish(any(Duration.class), any(JobMessagesHandler.class))) .thenReturn(State.DONE); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(true /* success */, true /* tentative */)); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); runner.run(p, mockRunner); } @Test public void testRunStreamingJobNotUsingPAssertThatSucceeds() throws Exception { options.setStreaming(true); Pipeline p = TestPipeline.create(options); p.apply(Create.of(1, 2, 3)); DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.DONE); when(mockJob.waitUntilFinish(any(Duration.class), any(JobMessagesHandler.class))) .thenReturn(State.DONE); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockStreamingMetricResponse(ImmutableMap.<String, BigDecimal>of())); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); runner.run(p, mockRunner); } /** * Tests that a streaming job with a false {@link PAssert} fails. * * <p>Currently, this failure is indistinguishable from a non-{@link PAssert} failure, because it * is detected only by failure job messages. With fuller metric support, this can detect a PAssert * failure via metrics and raise an {@link AssertionError} in just that case. */ @Test public void testRunStreamingJobThatFails() throws Exception { testStreamingPipelineFailsIfException(); } private JobMetrics generateMockMetricResponse(boolean success, boolean tentative) throws Exception { List<MetricUpdate> metrics = generateMockMetrics(success, tentative); return buildJobMetrics(metrics); } private List<MetricUpdate> generateMockMetrics(boolean success, boolean tentative) { MetricStructuredName name = new MetricStructuredName(); name.setName(success ? "PAssertSuccess" : "PAssertFailure"); name.setContext( tentative ? ImmutableMap.of("tentative", "") : ImmutableMap.<String, String>of()); MetricUpdate metric = new MetricUpdate(); metric.setName(name); metric.setScalar(BigDecimal.ONE); return Lists.newArrayList(metric); } private JobMetrics generateMockStreamingMetricResponse(Map<String, BigDecimal> metricMap) throws IOException { return buildJobMetrics(generateMockStreamingMetrics(metricMap)); } private List<MetricUpdate> generateMockStreamingMetrics(Map<String, BigDecimal> metricMap) { List<MetricUpdate> metrics = Lists.newArrayList(); for (Map.Entry<String, BigDecimal> entry : metricMap.entrySet()) { MetricStructuredName name = new MetricStructuredName(); name.setName(entry.getKey()); MetricUpdate metric = new MetricUpdate(); metric.setName(name); metric.setScalar(entry.getValue()); metrics.add(metric); } return metrics; } private JobMetrics buildJobMetrics(List<MetricUpdate> metricList) { JobMetrics jobMetrics = new JobMetrics(); jobMetrics.setMetrics(metricList); // N.B. Setting the factory is necessary in order to get valid JSON. jobMetrics.setFactory(Transport.getJsonFactory()); return jobMetrics; } /** * Tests that a tentative {@code true} from metrics indicates that every {@link PAssert} has * succeeded. */ @Test public void testCheckingForSuccessWhenPAssertSucceeds() throws Exception { DataflowPipelineJob job = spy(new DataflowPipelineJob(mockClient, "test-job", options, null)); Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); when(mockClient.getJobMetrics(anyString())) .thenReturn(buildJobMetrics(generateMockMetrics(true /* success */, true /* tentative */))); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); doReturn(State.DONE).when(job).getState(); assertThat(runner.checkForPAssertSuccess(job), equalTo(Optional.of(true))); } /** * Tests that when we just see a tentative failure for a {@link PAssert} it is considered a * conclusive failure. */ @Test public void testCheckingForSuccessWhenPAssertFails() throws Exception { DataflowPipelineJob job = spy(new DataflowPipelineJob(mockClient, "test-job", options, null)); Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); when(mockClient.getJobMetrics(anyString())) .thenReturn( buildJobMetrics(generateMockMetrics(false /* success */, true /* tentative */))); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); doReturn(State.DONE).when(job).getState(); assertThat(runner.checkForPAssertSuccess(job), equalTo(Optional.of(false))); } @Test public void testCheckingForSuccessSkipsNonTentativeMetrics() throws Exception { DataflowPipelineJob job = spy(new DataflowPipelineJob(mockClient, "test-job", options, null)); Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); when(mockClient.getJobMetrics(anyString())) .thenReturn( buildJobMetrics(generateMockMetrics(true /* success */, false /* tentative */))); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); runner.updatePAssertCount(p); doReturn(State.RUNNING).when(job).getState(); assertThat(runner.checkForPAssertSuccess(job), equalTo(Optional.<Boolean>absent())); } /** * Tests that if a streaming pipeline crash loops for a non-assertion reason that the test run * throws an {@link AssertionError}. * * <p>This is a known limitation/bug of the runner that it does not distinguish the two modes of * failure. */ @Test public void testStreamingPipelineFailsIfException() throws Exception { options.setStreaming(true); Pipeline pipeline = TestPipeline.create(options); PCollection<Integer> pc = pipeline.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.RUNNING); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); when(mockJob.waitUntilFinish(any(Duration.class), any(JobMessagesHandler.class))) .thenAnswer(new Answer<State>() { @Override public State answer(InvocationOnMock invocation) { JobMessage message = new JobMessage(); message.setMessageText("FooException"); message.setTime(TimeUtil.toCloudTime(Instant.now())); message.setMessageImportance("JOB_MESSAGE_ERROR"); ((MonitoringUtil.JobMessagesHandler) invocation.getArguments()[1]) .process(Arrays.asList(message)); return State.CANCELLED; } }); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(false /* success */, true /* tentative */)); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); expectedException.expect(RuntimeException.class); runner.run(pipeline, mockRunner); } @Test public void testGetJobMetricsThatSucceeds() throws Exception { DataflowPipelineJob job = spy(new DataflowPipelineJob(mockClient, "test-job", options, null)); Pipeline p = TestPipeline.create(options); p.apply(Create.of(1, 2, 3)); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(true /* success */, true /* tentative */)); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); JobMetrics metrics = runner.getJobMetrics(job); assertEquals(1, metrics.getMetrics().size()); assertEquals(generateMockMetrics(true /* success */, true /* tentative */), metrics.getMetrics()); } @Test public void testGetJobMetricsThatFailsForException() throws Exception { DataflowPipelineJob job = spy(new DataflowPipelineJob(mockClient, "test-job", options, null)); Pipeline p = TestPipeline.create(options); p.apply(Create.of(1, 2, 3)); when(mockClient.getJobMetrics(anyString())).thenThrow(new IOException()); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); assertNull(runner.getJobMetrics(job)); } @Test public void testBatchOnCreateMatcher() throws Exception { Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); final DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.DONE); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); options.as(TestPipelineOptions.class).setOnCreateMatcher(new TestSuccessMatcher(mockJob, 0)); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(true /* success */, true /* tentative */)); runner.run(p, mockRunner); } @Test public void testStreamingOnCreateMatcher() throws Exception { options.setStreaming(true); Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); final DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.DONE); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); options.as(TestPipelineOptions.class).setOnCreateMatcher(new TestSuccessMatcher(mockJob, 0)); when(mockJob.waitUntilFinish(any(Duration.class), any(JobMessagesHandler.class))) .thenReturn(State.DONE); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(true /* success */, true /* tentative */ )); runner.run(p, mockRunner); } @Test public void testBatchOnSuccessMatcherWhenPipelineSucceeds() throws Exception { Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); final DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.DONE); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); options.as(TestPipelineOptions.class).setOnSuccessMatcher(new TestSuccessMatcher(mockJob, 1)); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(true /* success */, true /* tentative */)); runner.run(p, mockRunner); } /** * Tests that when a streaming pipeline terminates and doesn't fail due to {@link PAssert} that * the {@link TestPipelineOptions#setOnSuccessMatcher(SerializableMatcher) on success matcher} is * invoked. */ @Test public void testStreamingOnSuccessMatcherWhenPipelineSucceeds() throws Exception { options.setStreaming(true); Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); final DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.DONE); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); options.as(TestPipelineOptions.class).setOnSuccessMatcher(new TestSuccessMatcher(mockJob, 1)); when(mockJob.waitUntilFinish(any(Duration.class), any(JobMessagesHandler.class))) .thenReturn(State.DONE); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(true /* success */, true /* tentative */)); runner.run(p, mockRunner); } @Test public void testBatchOnSuccessMatcherWhenPipelineFails() throws Exception { Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); final DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.FAILED); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); options.as(TestPipelineOptions.class).setOnSuccessMatcher(new TestFailureMatcher()); when(mockClient.getJobMetrics(anyString())) .thenReturn(generateMockMetricResponse(false /* success */, true /* tentative */)); try { runner.run(p, mockRunner); } catch (AssertionError expected) { verify(mockJob, Mockito.times(1)).waitUntilFinish( any(Duration.class), any(JobMessagesHandler.class)); return; } fail("Expected an exception on pipeline failure."); } /** * Tests that when a streaming pipeline terminates in FAIL that the {@link * TestPipelineOptions#setOnSuccessMatcher(SerializableMatcher) on success matcher} is not * invoked. */ @Test public void testStreamingOnSuccessMatcherWhenPipelineFails() throws Exception { options.setStreaming(true); Pipeline p = TestPipeline.create(options); PCollection<Integer> pc = p.apply(Create.of(1, 2, 3)); PAssert.that(pc).containsInAnyOrder(1, 2, 3); final DataflowPipelineJob mockJob = Mockito.mock(DataflowPipelineJob.class); when(mockJob.getState()).thenReturn(State.FAILED); when(mockJob.getProjectId()).thenReturn("test-project"); when(mockJob.getJobId()).thenReturn("test-job"); DataflowRunner mockRunner = Mockito.mock(DataflowRunner.class); when(mockRunner.run(any(Pipeline.class))).thenReturn(mockJob); TestDataflowRunner runner = TestDataflowRunner.fromOptionsAndClient(options, mockClient); options.as(TestPipelineOptions.class).setOnSuccessMatcher(new TestFailureMatcher()); when(mockJob.waitUntilFinish(any(Duration.class), any(JobMessagesHandler.class))) .thenReturn(State.FAILED); expectedException.expect(RuntimeException.class); runner.run(p, mockRunner); // If the onSuccessMatcher were invoked, it would have crashed here with AssertionError } static class TestSuccessMatcher extends BaseMatcher<PipelineResult> implements SerializableMatcher<PipelineResult> { private final DataflowPipelineJob mockJob; private final int called; public TestSuccessMatcher(DataflowPipelineJob job, int times) { this.mockJob = job; this.called = times; } @Override public boolean matches(Object o) { if (!(o instanceof PipelineResult)) { fail(String.format("Expected PipelineResult but received %s", o)); } try { verify(mockJob, Mockito.times(called)).waitUntilFinish( any(Duration.class), any(JobMessagesHandler.class)); } catch (IOException | InterruptedException e) { throw new AssertionError(e); } assertSame(mockJob, o); return true; } @Override public void describeTo(Description description) { } } static class TestFailureMatcher extends BaseMatcher<PipelineResult> implements SerializableMatcher<PipelineResult> { @Override public boolean matches(Object o) { fail("OnSuccessMatcher should not be called on pipeline failure."); return false; } @Override public void describeTo(Description description) { } } }