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Example 16 with IngestionStatsAndErrorsTaskReportData

use of org.apache.druid.indexing.common.IngestionStatsAndErrorsTaskReportData in project druid by druid-io.

the class AppenderatorDriverRealtimeIndexTaskTest method testMultipleParseExceptionsFailure.

@Test(timeout = 60_000L)
public void testMultipleParseExceptionsFailure() throws Exception {
    expectPublishedSegments(1);
    final AppenderatorDriverRealtimeIndexTask task = makeRealtimeTask(null, TransformSpec.NONE, false, 0, true, 3, 10);
    final ListenableFuture<TaskStatus> statusFuture = runTask(task);
    // Wait for firehose to show up, it starts off null.
    while (task.getFirehose() == null) {
        Thread.sleep(50);
    }
    final TestFirehose firehose = (TestFirehose) task.getFirehose();
    firehose.addRows(Arrays.asList(// Good row- will be processed.
    ImmutableMap.of("t", 1521251960729L, "dim1", "foo", "met1", "1"), // Null row- will be thrown away.
    null, // Bad metric- will count as processed, but that particular metric won't update.
    ImmutableMap.of("t", 1521251960729L, "dim1", "foo", "met1", "foo"), // Bad long dim- will count as processed, but bad dims will get default values
    ImmutableMap.of("t", 1521251960729L, "dim1", "foo", "dimLong", "notnumber", "dimFloat", "notnumber", "met1", "foo"), // Bad row- will be unparseable.
    ImmutableMap.of("dim1", "foo", "met1", 2.0, FAIL_DIM, "x"), // Good row- will be processed.
    ImmutableMap.of("t", 1521251960729L, "dim2", "bar", "met1", 2.0)));
    // Stop the firehose, this will drain out existing events.
    firehose.close();
    // Wait for the task to finish.
    final TaskStatus taskStatus = statusFuture.get();
    Assert.assertEquals(TaskState.FAILED, taskStatus.getStatusCode());
    Assert.assertTrue(taskStatus.getErrorMsg().contains("Max parse exceptions[3] exceeded"));
    IngestionStatsAndErrorsTaskReportData reportData = getTaskReportData();
    Map<String, Object> expectedMetrics = ImmutableMap.of(RowIngestionMeters.BUILD_SEGMENTS, ImmutableMap.of(RowIngestionMeters.PROCESSED, 1, RowIngestionMeters.PROCESSED_WITH_ERROR, 2, RowIngestionMeters.UNPARSEABLE, 2, RowIngestionMeters.THROWN_AWAY, 0));
    Assert.assertEquals(expectedMetrics, reportData.getRowStats());
    List<LinkedHashMap> parseExceptionReports = (List<LinkedHashMap>) reportData.getUnparseableEvents().get(RowIngestionMeters.BUILD_SEGMENTS);
    List<String> expectedMessages = ImmutableList.of("Timestamp[null] is unparseable! Event: {dim1=foo, met1=2.0, __fail__=x}", "could not convert value [notnumber] to long", "Unable to parse value[foo] for field[met1]", "Timestamp[null] is unparseable! Event: null");
    List<String> actualMessages = parseExceptionReports.stream().map((r) -> {
        return ((List<String>) r.get("details")).get(0);
    }).collect(Collectors.toList());
    Assert.assertEquals(expectedMessages, actualMessages);
    List<String> expectedInputs = Arrays.asList("{dim1=foo, met1=2.0, __fail__=x}", "{t=1521251960729, dim1=foo, dimLong=notnumber, dimFloat=notnumber, met1=foo}", "{t=1521251960729, dim1=foo, met1=foo}", null);
    List<String> actualInputs = parseExceptionReports.stream().map((r) -> {
        return (String) r.get("input");
    }).collect(Collectors.toList());
    Assert.assertEquals(expectedInputs, actualInputs);
    Assert.assertEquals(IngestionState.BUILD_SEGMENTS, reportData.getIngestionState());
}
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Example 17 with IngestionStatsAndErrorsTaskReportData

use of org.apache.druid.indexing.common.IngestionStatsAndErrorsTaskReportData in project druid by druid-io.

the class KafkaIndexTaskTest method testMultipleParseExceptionsSuccess.

@Test(timeout = 60_000L)
public void testMultipleParseExceptionsSuccess() throws Exception {
    reportParseExceptions = false;
    maxParseExceptions = 6;
    maxSavedParseExceptions = 6;
    // Insert data
    insertData();
    final KafkaIndexTask task = createTask(null, new KafkaIndexTaskIOConfig(0, "sequence0", new SeekableStreamStartSequenceNumbers<>(topic, ImmutableMap.of(0, 2L), ImmutableSet.of()), new SeekableStreamEndSequenceNumbers<>(topic, ImmutableMap.of(0, 13L)), kafkaServer.consumerProperties(), KafkaSupervisorIOConfig.DEFAULT_POLL_TIMEOUT_MILLIS, true, null, null, INPUT_FORMAT));
    final ListenableFuture<TaskStatus> future = runTask(task);
    TaskStatus status = future.get();
    // Wait for task to exit
    Assert.assertEquals(TaskState.SUCCESS, status.getStatusCode());
    Assert.assertNull(status.getErrorMsg());
    // Check metrics
    Assert.assertEquals(4, task.getRunner().getRowIngestionMeters().getProcessed());
    Assert.assertEquals(3, task.getRunner().getRowIngestionMeters().getProcessedWithError());
    Assert.assertEquals(3, task.getRunner().getRowIngestionMeters().getUnparseable());
    Assert.assertEquals(1, task.getRunner().getRowIngestionMeters().getThrownAway());
    // Check published metadata
    assertEqualsExceptVersion(ImmutableList.of(sdd("2010/P1D", 0), sdd("2011/P1D", 0), sdd("2013/P1D", 0), sdd("2049/P1D", 0)), publishedDescriptors());
    Assert.assertEquals(new KafkaDataSourceMetadata(new SeekableStreamEndSequenceNumbers<>(topic, ImmutableMap.of(0, 13L))), newDataSchemaMetadata());
    IngestionStatsAndErrorsTaskReportData reportData = getTaskReportData();
    Map<String, Object> expectedMetrics = ImmutableMap.of(RowIngestionMeters.BUILD_SEGMENTS, ImmutableMap.of(RowIngestionMeters.PROCESSED, 4, RowIngestionMeters.PROCESSED_WITH_ERROR, 3, RowIngestionMeters.UNPARSEABLE, 3, RowIngestionMeters.THROWN_AWAY, 1));
    Assert.assertEquals(expectedMetrics, reportData.getRowStats());
    List<LinkedHashMap> parseExceptionReports = (List<LinkedHashMap>) reportData.getUnparseableEvents().get(RowIngestionMeters.BUILD_SEGMENTS);
    List<String> expectedMessages = Arrays.asList("Unable to parse value[notanumber] for field[met1]", "could not convert value [notanumber] to float", "could not convert value [notanumber] to long", "Unable to parse [] as the intermediateRow resulted in empty input row (Record: 1)", "Unable to parse row [unparseable] (Record: 1)", "Encountered row with timestamp[246140482-04-24T15:36:27.903Z] that cannot be represented as a long: [{timestamp=246140482-04-24T15:36:27.903Z, dim1=x, dim2=z, dimLong=10, dimFloat=20.0, met1=1.0}] (Record: 1)");
    List<String> actualMessages = parseExceptionReports.stream().map((r) -> {
        return ((List<String>) r.get("details")).get(0);
    }).collect(Collectors.toList());
    Assert.assertEquals(expectedMessages, actualMessages);
    List<String> expectedInputs = Arrays.asList("{timestamp=2049, dim1=f, dim2=y, dimLong=10, dimFloat=20.0, met1=notanumber}", "{timestamp=2049, dim1=f, dim2=y, dimLong=10, dimFloat=notanumber, met1=1.0}", "{timestamp=2049, dim1=f, dim2=y, dimLong=notanumber, dimFloat=20.0, met1=1.0}", "", "unparseable", "{timestamp=246140482-04-24T15:36:27.903Z, dim1=x, dim2=z, dimLong=10, dimFloat=20.0, met1=1.0}");
    List<String> actualInputs = parseExceptionReports.stream().map((r) -> {
        return (String) r.get("input");
    }).collect(Collectors.toList());
    Assert.assertEquals(expectedInputs, actualInputs);
}
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Aggregations

IngestionStatsAndErrorsTaskReportData (org.apache.druid.indexing.common.IngestionStatsAndErrorsTaskReportData)17 ImmutableMap (com.google.common.collect.ImmutableMap)16 Map (java.util.Map)16 IOException (java.io.IOException)15 List (java.util.List)15 LinkedHashMap (java.util.LinkedHashMap)14 TaskStatus (org.apache.druid.indexer.TaskStatus)14 ObjectMapper (com.fasterxml.jackson.databind.ObjectMapper)13 ImmutableList (com.google.common.collect.ImmutableList)13 File (java.io.File)13 Arrays (java.util.Arrays)13 Set (java.util.Set)13 TimeUnit (java.util.concurrent.TimeUnit)13 Collectors (java.util.stream.Collectors)13 Nullable (javax.annotation.Nullable)13 TaskState (org.apache.druid.indexer.TaskState)13 Test (org.junit.Test)11 TaskReport (org.apache.druid.indexing.common.TaskReport)10 StringUtils (org.apache.druid.java.util.common.StringUtils)10 Pair (org.apache.druid.java.util.common.Pair)9