Examples with IngestSegmentFirehose org.apache.druid.segment.realtime.firehose.IngestSegmentFirehose used on opensource projects

Example 1 with IngestSegmentFirehose

use of org.apache.druid.segment.realtime.firehose.IngestSegmentFirehose in project hive by apache.

the class TestDruidRecordWriter method testWrite.

// Test is failing due to Guava dependency, Druid 0.13.0 should have less dependency on Guava
@Ignore
@Test
public void testWrite() throws IOException, SegmentLoadingException {
    final String dataSourceName = "testDataSource";
    final File segmentOutputDir = temporaryFolder.newFolder();
    final File workingDir = temporaryFolder.newFolder();
    Configuration config = new Configuration();
    final InputRowParser inputRowParser = new MapInputRowParser(new TimeAndDimsParseSpec(new TimestampSpec(DruidConstants.DEFAULT_TIMESTAMP_COLUMN, "auto", null), new DimensionsSpec(ImmutableList.of(new StringDimensionSchema("host")), null, null)));
    final Map<String, Object> parserMap = objectMapper.convertValue(inputRowParser, new TypeReference<Map<String, Object>>() {
    });
    DataSchema dataSchema = new DataSchema(dataSourceName, parserMap, new AggregatorFactory[] { new LongSumAggregatorFactory("visited_sum", "visited_sum"), new HyperUniquesAggregatorFactory("unique_hosts", "unique_hosts") }, new UniformGranularitySpec(Granularities.DAY, Granularities.NONE, ImmutableList.of(INTERVAL_FULL)), null, objectMapper);
    IndexSpec indexSpec = new IndexSpec(new RoaringBitmapSerdeFactory(true), null, null, null);
    RealtimeTuningConfig tuningConfig = new RealtimeTuningConfig(null, null, null, null, temporaryFolder.newFolder(), null, null, null, null, indexSpec, null, null, 0, 0, null, null, 0L, null, null);
    LocalFileSystem localFileSystem = FileSystem.getLocal(config);
    DataSegmentPusher dataSegmentPusher = new LocalDataSegmentPusher(new LocalDataSegmentPusherConfig() {

        @Override
        public File getStorageDirectory() {
            return segmentOutputDir;
        }
    });
    Path segmentDescriptorPath = new Path(workingDir.getAbsolutePath(), DruidStorageHandler.SEGMENTS_DESCRIPTOR_DIR_NAME);
    DruidRecordWriter druidRecordWriter = new DruidRecordWriter(dataSchema, tuningConfig, dataSegmentPusher, 20, segmentDescriptorPath, localFileSystem);
    List<DruidWritable> druidWritables = expectedRows.stream().map(input -> new DruidWritable(ImmutableMap.<String, Object>builder().putAll(input).put(Constants.DRUID_TIMESTAMP_GRANULARITY_COL_NAME, Granularities.DAY.bucketStart(new DateTime((long) input.get(DruidConstants.DEFAULT_TIMESTAMP_COLUMN))).getMillis()).build())).collect(Collectors.toList());
    for (DruidWritable druidWritable : druidWritables) {
        druidRecordWriter.write(druidWritable);
    }
    druidRecordWriter.close(false);
    List<DataSegment> dataSegmentList = DruidStorageHandlerUtils.getCreatedSegments(segmentDescriptorPath, config);
    Assert.assertEquals(1, dataSegmentList.size());
    File tmpUnzippedSegmentDir = temporaryFolder.newFolder();
    new LocalDataSegmentPuller().getSegmentFiles(dataSegmentList.get(0), tmpUnzippedSegmentDir);
    final QueryableIndex queryableIndex = DruidStorageHandlerUtils.INDEX_IO.loadIndex(tmpUnzippedSegmentDir);
    QueryableIndexStorageAdapter adapter = new QueryableIndexStorageAdapter(queryableIndex);
    Firehose firehose = new IngestSegmentFirehose(ImmutableList.of(new WindowedStorageAdapter(adapter, adapter.getInterval())), null, ImmutableList.of("host"), ImmutableList.of("visited_sum", "unique_hosts"), null);
    List<InputRow> rows = Lists.newArrayList();
    while (firehose.hasMore()) {
        rows.add(firehose.nextRow());
    }
    verifyRows(expectedRows, rows);
}

Example 2 with IngestSegmentFirehose

use of org.apache.druid.segment.realtime.firehose.IngestSegmentFirehose in project druid by druid-io.

the class IngestSegmentFirehoseFactory method connect.

@Override
public Firehose connect(InputRowParser inputRowParser, File temporaryDirectory) throws ParseException {
    log.debug("Connecting firehose: dataSource[%s], interval[%s], segmentIds[%s]", dataSource, interval, segmentIds);
    final List<TimelineObjectHolder<String, DataSegment>> timeLineSegments = getTimeline();
    // Download all segments locally.
    // Note: this requires enough local storage space to fit all of the segments, even though
    // IngestSegmentFirehose iterates over the segments in series. We may want to change this
    // to download files lazily, perhaps sharing code with PrefetchableTextFilesFirehoseFactory.
    final SegmentCacheManager segmentCacheManager = segmentCacheManagerFactory.manufacturate(temporaryDirectory);
    Map<DataSegment, File> segmentFileMap = Maps.newLinkedHashMap();
    for (TimelineObjectHolder<String, DataSegment> holder : timeLineSegments) {
        for (PartitionChunk<DataSegment> chunk : holder.getObject()) {
            final DataSegment segment = chunk.getObject();
            segmentFileMap.computeIfAbsent(segment, k -> {
                try {
                    return segmentCacheManager.getSegmentFiles(segment);
                } catch (SegmentLoadingException e) {
                    throw new RuntimeException(e);
                }
            });
        }
    }
    final List<String> dims = ReingestionTimelineUtils.getDimensionsToReingest(dimensions, inputRowParser.getParseSpec().getDimensionsSpec(), timeLineSegments);
    final List<String> metricsList = metrics == null ? ReingestionTimelineUtils.getUniqueMetrics(timeLineSegments) : metrics;
    final List<WindowedStorageAdapter> adapters = Lists.newArrayList(Iterables.concat(Iterables.transform(timeLineSegments, new Function<TimelineObjectHolder<String, DataSegment>, Iterable<WindowedStorageAdapter>>() {

        @Override
        public Iterable<WindowedStorageAdapter> apply(final TimelineObjectHolder<String, DataSegment> holder) {
            return Iterables.transform(holder.getObject(), new Function<PartitionChunk<DataSegment>, WindowedStorageAdapter>() {

                @Override
                public WindowedStorageAdapter apply(final PartitionChunk<DataSegment> input) {
                    final DataSegment segment = input.getObject();
                    try {
                        return new WindowedStorageAdapter(new QueryableIndexStorageAdapter(indexIO.loadIndex(Preconditions.checkNotNull(segmentFileMap.get(segment), "File for segment %s", segment.getId()))), holder.getInterval());
                    } catch (IOException e) {
                        throw new RuntimeException(e);
                    }
                }
            });
        }
    })));
    final TransformSpec transformSpec = TransformSpec.fromInputRowParser(inputRowParser);
    return new IngestSegmentFirehose(adapters, transformSpec, dims, metricsList, dimFilter);
}

Example 3 with IngestSegmentFirehose

use of org.apache.druid.segment.realtime.firehose.IngestSegmentFirehose in project druid by druid-io.

the class BatchDeltaIngestionTest method testIngestion.

private void testIngestion(HadoopDruidIndexerConfig config, List<ImmutableMap<String, Object>> expectedRowsGenerated, WindowedDataSegment windowedDataSegment, List<String> expectedDimensions, List<String> expectedMetrics) throws Exception {
    IndexGeneratorJob job = new IndexGeneratorJob(config);
    Assert.assertTrue(JobHelper.runJobs(ImmutableList.of(job)));
    List<DataSegmentAndIndexZipFilePath> dataSegmentAndIndexZipFilePaths = IndexGeneratorJob.getPublishedSegmentAndIndexZipFilePaths(config);
    JobHelper.renameIndexFilesForSegments(config.getSchema(), dataSegmentAndIndexZipFilePaths);
    JobHelper.maybeDeleteIntermediatePath(true, config.getSchema());
    File workingPath = new File(config.makeIntermediatePath().toUri().getPath());
    Assert.assertFalse(workingPath.exists());
    File segmentFolder = new File(StringUtils.format("%s/%s/%s_%s/%s/0", config.getSchema().getIOConfig().getSegmentOutputPath(), config.getSchema().getDataSchema().getDataSource(), INTERVAL_FULL.getStart().toString(), INTERVAL_FULL.getEnd().toString(), config.getSchema().getTuningConfig().getVersion()));
    Assert.assertTrue(segmentFolder.exists());
    File indexZip = new File(segmentFolder, "index.zip");
    Assert.assertTrue(indexZip.exists());
    File tmpUnzippedSegmentDir = temporaryFolder.newFolder();
    new LocalDataSegmentPuller().getSegmentFiles(indexZip, tmpUnzippedSegmentDir);
    QueryableIndex index = INDEX_IO.loadIndex(tmpUnzippedSegmentDir);
    StorageAdapter adapter = new QueryableIndexStorageAdapter(index);
    Firehose firehose = new IngestSegmentFirehose(ImmutableList.of(new WindowedStorageAdapter(adapter, windowedDataSegment.getInterval())), TransformSpec.NONE, expectedDimensions, expectedMetrics, null);
    List<InputRow> rows = new ArrayList<>();
    while (firehose.hasMore()) {
        rows.add(firehose.nextRow());
    }
    verifyRows(expectedRowsGenerated, rows, expectedDimensions, expectedMetrics);
}

Example 4 with IngestSegmentFirehose

use of org.apache.druid.segment.realtime.firehose.IngestSegmentFirehose in project druid by druid-io.

the class DatasourceRecordReader method initialize.

@Override
public void initialize(InputSplit split, final TaskAttemptContext context) throws IOException {
    List<WindowedDataSegment> segments = ((DatasourceInputSplit) split).getSegments();
    String dataSource = Iterators.getOnlyElement(segments.stream().map(s -> s.getSegment().getDataSource()).distinct().iterator());
    spec = DatasourceInputFormat.getIngestionSpec(context.getConfiguration(), dataSource);
    logger.info("load schema [%s]", spec);
    List<WindowedStorageAdapter> adapters = Lists.transform(segments, new Function<WindowedDataSegment, WindowedStorageAdapter>() {

        @Override
        public WindowedStorageAdapter apply(WindowedDataSegment segment) {
            try {
                logger.info("Getting storage path for segment [%s]", segment.getSegment().getId());
                Path path = new Path(JobHelper.getURIFromSegment(segment.getSegment()));
                logger.info("Fetch segment files from [%s]", path);
                File dir = FileUtils.createTempDir();
                tmpSegmentDirs.add(dir);
                logger.info("Locally storing fetched segment at [%s]", dir);
                JobHelper.unzipNoGuava(path, context.getConfiguration(), dir, context, null);
                logger.info("finished fetching segment files");
                QueryableIndex index = HadoopDruidIndexerConfig.INDEX_IO.loadIndex(dir);
                indexes.add(index);
                numRows += index.getNumRows();
                return new WindowedStorageAdapter(new QueryableIndexStorageAdapter(index), segment.getInterval());
            } catch (IOException ex) {
                throw new RuntimeException(ex);
            }
        }
    });
    firehose = new IngestSegmentFirehose(adapters, spec.getTransformSpec(), spec.getDimensions(), spec.getMetrics(), spec.getFilter());
}