Search in sources :

Example 6 with MediaObjectMetadataDescriptor

use of org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor in project cineast by vitrivr.

the class FindObjectMetadataPostHandler method performPost.

@Override
public MediaObjectMetadataQueryResult performPost(OptionallyFilteredIdList ids, Context ctx) {
    if (ids == null || ids.getIds().length == 0) {
        return new MediaObjectMetadataQueryResult("", new ArrayList<>(0));
    }
    final MetadataRetrievalService service = new MetadataRetrievalService();
    List<MediaObjectMetadataDescriptor> descriptors = service.lookupMultimediaMetadata(ids.getIdList());
    if (ids.hasFilters()) {
        final List<AbstractMetadataFilterDescriptor> filters = ids.getFilterList();
        for (AbstractMetadataFilterDescriptor filter : filters) {
            descriptors = descriptors.stream().filter(filter).collect(Collectors.toList());
        }
    }
    return new MediaObjectMetadataQueryResult("", descriptors);
}
Also used : MetadataRetrievalService(org.vitrivr.cineast.api.rest.services.MetadataRetrievalService) MediaObjectMetadataDescriptor(org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor) MediaObjectMetadataQueryResult(org.vitrivr.cineast.api.messages.result.MediaObjectMetadataQueryResult) AbstractMetadataFilterDescriptor(org.vitrivr.cineast.api.messages.components.AbstractMetadataFilterDescriptor)

Example 7 with MediaObjectMetadataDescriptor

use of org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor in project cineast by vitrivr.

the class AbstractQueryMessageHandler method loadAndWriteObjectMetadata.

/**
 * Performs a lookup for {@link MediaObjectMetadataReader} identified by the provided segment IDs.
 *
 * @param session            The WebSocket session to write the data to.
 * @param queryId            The current query id used for transmitting data back.
 * @param objectIds          List of object IDs for which to lookup metadata.
 * @param metadataAccessSpec if this parameter is null, no metadata is fetched
 */
protected synchronized List<Thread> loadAndWriteObjectMetadata(Session session, String queryId, List<String> objectIds, Collection<String> objectIdsForWhichMetadataIsFetched, List<MetadataAccessSpecification> metadataAccessSpec) {
    if (objectIds.isEmpty()) {
        return new ArrayList<>();
    }
    objectIds.removeAll(objectIdsForWhichMetadataIsFetched);
    objectIdsForWhichMetadataIsFetched.addAll(objectIds);
    if (objectIds.size() > 100_000) {
        return Lists.partition(objectIds, 100_000).stream().map(list -> loadAndWriteObjectMetadata(session, queryId, list, objectIdsForWhichMetadataIsFetched, metadataAccessSpec)).flatMap(Collection::stream).collect(Collectors.toList());
    }
    Thread thread = new Thread(() -> {
        final List<MediaObjectMetadataDescriptor> objectMetadata = this.objectMetadataReader.findBySpec(objectIds, metadataAccessSpec);
        if (objectMetadata.isEmpty()) {
            return;
        }
        /*
       * Partition metadata list so that message size does not get too big, and then wait until all metadata has been sent
       */
        List<CompletableFuture<Void>> futures = new ArrayList<>();
        Lists.partition(objectMetadata, 100_000).forEach(list -> futures.add(this.write(session, new MediaObjectMetadataQueryResult(queryId, list))));
        futures.forEach(CompletableFuture::join);
    });
    thread.setName("metadata-retrieval-objects");
    thread.start();
    return Collections.singletonList(thread);
}
Also used : CompletableFuture(java.util.concurrent.CompletableFuture) ArrayList(java.util.ArrayList) MediaObjectMetadataDescriptor(org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor) MediaObjectMetadataQueryResult(org.vitrivr.cineast.api.messages.result.MediaObjectMetadataQueryResult)

Example 8 with MediaObjectMetadataDescriptor

use of org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor in project cineast by vitrivr.

the class MetadataTest method objMetadataForID.

List<MediaObjectMetadataDescriptor> objMetadataForID(int i) {
    List<MediaObjectMetadataDescriptor> descriptors = new ArrayList<>();
    for (int j = 0; j < METADATA_PER_ELEMENT_COUNT; j++) {
        descriptors.add(new MediaObjectMetadataDescriptor(String.valueOf(i), i < ELEMENT_COUNT / 2 ? "one" : "two", String.valueOf(j), j, true));
    }
    descriptors.add(new MediaObjectMetadataDescriptor(String.valueOf(i), i < ELEMENT_COUNT / 2 ? "one" : "two", "id", i, true));
    return descriptors;
}
Also used : ArrayList(java.util.ArrayList) MediaObjectMetadataDescriptor(org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor)

Example 9 with MediaObjectMetadataDescriptor

use of org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor in project cineast by vitrivr.

the class CliUtils method printInfoForObject.

public static void printInfoForObject(String objectId, DBSelector selector) {
    System.out.println("= Retrieving object information for " + objectId + " =");
    MediaObjectReader objectReader = new MediaObjectReader(selector);
    System.out.println(objectReader.lookUpObjectById(objectId));
    System.out.println("= Retrieving object metadata for =");
    MediaObjectMetadataReader reader = new MediaObjectMetadataReader(selector);
    List<MediaObjectMetadataDescriptor> metadataDescriptors = reader.lookupMultimediaMetadata(objectId);
    metadataDescriptors.forEach(System.out::println);
}
Also used : MediaObjectReader(org.vitrivr.cineast.core.db.dao.reader.MediaObjectReader) MediaObjectMetadataDescriptor(org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor) MediaObjectMetadataReader(org.vitrivr.cineast.core.db.dao.reader.MediaObjectMetadataReader)

Example 10 with MediaObjectMetadataDescriptor

use of org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor in project cineast by vitrivr.

the class GenericExtractionItemHandler method run.

@Override
@SuppressWarnings("unchecked")
public void run() {
    LOGGER.info("Starting extraction");
    this.executorService.execute(pipeline);
    final ObjectIdGenerator generator = this.context.objectIdGenerator();
    Pair<ExtractionItemContainer, MediaType> pair = null;
    /* Initalize all Metadata Extractors */
    for (MetadataExtractor extractor : this.metadataExtractors) {
        LOGGER.debug("Initializing metadata extractor {}", extractor.getClass().getSimpleName());
        if (extractor instanceof MetadataFeatureModule) {
            ((MetadataFeatureModule<?>) extractor).init(this.context.persistencyWriter());
        } else {
            extractor.init();
        }
    }
    /* Process until there's nothing left*/
    while ((pair = this.nextItem()) != null) {
        try {
            LOGGER.debug("Processing path {} and mediatype {}", pair.getLeft(), pair.getRight());
            if (handlerCache.get(pair.getRight()) == null) {
                LOGGER.error("Unknown mediatype {}, exiting extraction", pair.getRight());
                break;
            }
            /* Clear non-reusable segmenter */
            handlerCache.compute(pair.getRight(), (mediaType, cache) -> {
                Decoder decoder = null;
                if (cache.getLeft() != null) {
                    if (cache.getLeft().canBeReused()) {
                        decoder = cache.getLeft();
                    }
                }
                return ImmutablePair.of(decoder, null);
            });
            /* Put a new decoder in the cache if there's not one already there */
            if (handlerCache.get(pair.getRight()).getLeft() == null) {
                Decoder decoder = handlers.get(pair.getRight()).getLeft().get();
                handlerCache.compute(pair.getRight(), (mediaType, cache) -> new ImmutablePair<>(decoder, cache.getRight()));
            }
            /* Put a new segmenter in the cache if there's not one already there */
            if (handlerCache.get(pair.getRight()).getRight() == null) {
                Segmenter segmenter = handlers.get(pair.getRight()).getRight().get();
                handlerCache.compute(pair.getRight(), (mediaType, cache) -> new ImmutablePair<>(cache.getLeft(), segmenter));
            }
            Decoder decoder = handlerCache.get(pair.getRight()).getLeft();
            Segmenter segmenter = handlers.get(pair.getRight()).getRight().get();
            if (decoder.init(pair.getLeft().getPathForExtraction(), Config.sharedConfig().getDecoders().get(pair.getRight()), Config.sharedConfig().getCache())) {
                /* Create / lookup MediaObjectDescriptor for new file. */
                final MediaObjectDescriptor descriptor = this.fetchOrCreateMultimediaObjectDescriptor(generator, pair.getLeft(), pair.getRight());
                if (!this.checkAndPersistMultimediaObject(descriptor)) {
                    continue;
                }
                final String objectId = descriptor.getObjectId();
                int segmentNumber = 1;
                segmenter.init(decoder, descriptor);
                this.executorService.execute(segmenter);
                while (!segmenter.complete()) {
                    try {
                        final SegmentContainer container = segmenter.getNext();
                        if (container != null) {
                            /* Create segment-descriptor and try to persist it. */
                            MediaSegmentDescriptor mediaSegmentDescriptor;
                            if (container.getId() != null) {
                                mediaSegmentDescriptor = this.fetchOrCreateSegmentDescriptor(objectId, container.getId(), segmentNumber, container.getStart(), container.getEnd(), container.getAbsoluteStart(), container.getAbsoluteEnd());
                            /* Special case; segment ID is determined by container (image sequences only) */
                            } else {
                                mediaSegmentDescriptor = this.fetchOrCreateSegmentDescriptor(objectId, segmentNumber, container.getStart(), container.getEnd(), container.getAbsoluteStart(), container.getAbsoluteEnd());
                            }
                            container.setId(mediaSegmentDescriptor.getSegmentId());
                            container.setSuperId(mediaSegmentDescriptor.getObjectId());
                            if (!this.checkAndPersistSegment(mediaSegmentDescriptor)) {
                                continue;
                            }
                            int emissionTimeout = 1000;
                            while (!this.pipeline.emit(container, emissionTimeout)) {
                                LOGGER.debug("ExtractionPipeline is full - deferring emission of segment. Consider increasing the thread-pool count for the extraction pipeline.");
                                Thread.sleep(emissionTimeout);
                            // emissionTimeout += 500;
                            }
                            segmentNumber += 1;
                        }
                    } catch (InterruptedException e) {
                        LOGGER.log(Level.ERROR, "Thread was interrupted while the extraction process was running. Aborting...");
                        break;
                    }
                }
                List<MediaObjectMetadataDescriptor> metadata = pair.getLeft().getMetadata().stream().map(el -> MediaObjectMetadataDescriptor.fromExisting(el, objectId)).collect(Collectors.toList());
                this.metadataWriter.write(metadata);
                /* Extract metadata. */
                this.extractAndPersistMetadata(pair.getLeft(), objectId);
                /* Force flush the segment, object and metadata information. */
                this.mediaSegmentWriter.flush();
                this.objectWriter.flush();
                this.metadataWriter.flush();
            } else {
                LOGGER.error("Failed to initialize decoder. File is being skipped...");
            }
            /* Increment the files counter. */
            this.count_processed += 1;
            /*  Create new decoder pair for a new file if the decoder reports that it cannot be reused.*/
            if (!decoder.canBeReused()) {
                decoder.close();
                final MediaType type = pair.getRight();
                handlerCache.compute(type, (mediaType, cache) -> ImmutablePair.of(handlers.get(type).getLeft().get(), cache.getRight()));
            }
            for (ExtractionCompleteListener completeListener : this.completeListeners) {
                completeListener.onCompleted(pair.getLeft());
            }
            /*
         * Trigger garbage collection once in a while. This is specially relevant when many small files are processed, since unused allocated memory could accumulate and trigger swapping.
         */
            if (this.count_processed % 50 == 0) {
                System.gc();
            }
        } catch (Throwable t) {
            LOGGER.error("Exception while processing path {}, {}", pair.getLeft(), t.getMessage());
            t.printStackTrace();
        }
    }
    shutdown();
}
Also used : MetadataFeatureModule(org.vitrivr.cineast.core.features.abstracts.MetadataFeatureModule) MimeTypeHelper(org.vitrivr.cineast.core.util.MimeTypeHelper) Level(org.apache.logging.log4j.Level) MediaObjectDescriptor(org.vitrivr.cineast.core.data.entities.MediaObjectDescriptor) StringUtils(org.apache.commons.lang3.StringUtils) ExtractionContextProvider(org.vitrivr.cineast.core.extraction.ExtractionContextProvider) Pair(org.apache.commons.lang3.tuple.Pair) MediaObjectReader(org.vitrivr.cineast.core.db.dao.reader.MediaObjectReader) SegmentContainer(org.vitrivr.cineast.core.data.segments.SegmentContainer) Map(java.util.Map) Path(java.nio.file.Path) MediaSegmentDescriptor(org.vitrivr.cineast.core.data.entities.MediaSegmentDescriptor) ImageSequenceDecoder(org.vitrivr.cineast.core.extraction.decode.image.ImageSequenceDecoder) IdConfig(org.vitrivr.cineast.core.config.IdConfig) MediaObjectMetadataWriter(org.vitrivr.cineast.core.db.dao.writer.MediaObjectMetadataWriter) ExtractionPipeline(org.vitrivr.cineast.standalone.runtime.ExtractionPipeline) Collectors(java.util.stream.Collectors) Executors(java.util.concurrent.Executors) List(java.util.List) Logger(org.apache.logging.log4j.Logger) MediaSegmentWriter(org.vitrivr.cineast.core.db.dao.writer.MediaSegmentWriter) Optional(java.util.Optional) LogHelper(org.vitrivr.cineast.core.util.LogHelper) ModularMeshDecoder(org.vitrivr.cineast.core.extraction.decode.m3d.ModularMeshDecoder) MediaType(org.vitrivr.cineast.core.data.MediaType) ImageSequenceSegmenter(org.vitrivr.cineast.core.extraction.segmenter.image.ImageSequenceSegmenter) Config(org.vitrivr.cineast.standalone.config.Config) ReflectionHelper(org.vitrivr.cineast.core.util.ReflectionHelper) Model3DSegment(org.vitrivr.cineast.core.data.segments.Model3DSegment) DBSelector(org.vitrivr.cineast.core.db.DBSelector) HashMap(java.util.HashMap) Decoder(org.vitrivr.cineast.core.extraction.decode.general.Decoder) MediaObjectMetadataDescriptor(org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor) Supplier(java.util.function.Supplier) ArrayList(java.util.ArrayList) Mesh(org.vitrivr.cineast.core.data.m3d.Mesh) PersistencyWriter(org.vitrivr.cineast.core.db.PersistencyWriter) FFMpegVideoDecoder(org.vitrivr.cineast.core.extraction.decode.video.FFMpegVideoDecoder) ExecutorService(java.util.concurrent.ExecutorService) Segmenter(org.vitrivr.cineast.core.extraction.segmenter.general.Segmenter) Files(java.nio.file.Files) MediaSegmentReader(org.vitrivr.cineast.core.db.dao.reader.MediaSegmentReader) ConstantLengthAudioSegmenter(org.vitrivr.cineast.core.extraction.segmenter.audio.ConstantLengthAudioSegmenter) MetadataExtractor(org.vitrivr.cineast.core.extraction.metadata.MetadataExtractor) PassthroughSegmenter(org.vitrivr.cineast.core.extraction.segmenter.general.PassthroughSegmenter) ObjectIdGenerator(org.vitrivr.cineast.core.extraction.idgenerator.ObjectIdGenerator) IngestConfig(org.vitrivr.cineast.standalone.config.IngestConfig) ImmutablePair(org.apache.commons.lang3.tuple.ImmutablePair) TimeUnit(java.util.concurrent.TimeUnit) Paths(java.nio.file.Paths) FFMpegAudioDecoder(org.vitrivr.cineast.core.extraction.decode.audio.FFMpegAudioDecoder) MediaObjectWriter(org.vitrivr.cineast.core.db.dao.writer.MediaObjectWriter) DefaultImageDecoder(org.vitrivr.cineast.core.extraction.decode.image.DefaultImageDecoder) VideoHistogramSegmenter(org.vitrivr.cineast.core.extraction.segmenter.video.VideoHistogramSegmenter) LogManager(org.apache.logging.log4j.LogManager) ImageSegmenter(org.vitrivr.cineast.core.extraction.segmenter.image.ImageSegmenter) ObjectIdGenerator(org.vitrivr.cineast.core.extraction.idgenerator.ObjectIdGenerator) MediaObjectDescriptor(org.vitrivr.cineast.core.data.entities.MediaObjectDescriptor) MetadataFeatureModule(org.vitrivr.cineast.core.features.abstracts.MetadataFeatureModule) ImageSequenceSegmenter(org.vitrivr.cineast.core.extraction.segmenter.image.ImageSequenceSegmenter) Segmenter(org.vitrivr.cineast.core.extraction.segmenter.general.Segmenter) ConstantLengthAudioSegmenter(org.vitrivr.cineast.core.extraction.segmenter.audio.ConstantLengthAudioSegmenter) PassthroughSegmenter(org.vitrivr.cineast.core.extraction.segmenter.general.PassthroughSegmenter) VideoHistogramSegmenter(org.vitrivr.cineast.core.extraction.segmenter.video.VideoHistogramSegmenter) ImageSegmenter(org.vitrivr.cineast.core.extraction.segmenter.image.ImageSegmenter) ImageSequenceDecoder(org.vitrivr.cineast.core.extraction.decode.image.ImageSequenceDecoder) ModularMeshDecoder(org.vitrivr.cineast.core.extraction.decode.m3d.ModularMeshDecoder) Decoder(org.vitrivr.cineast.core.extraction.decode.general.Decoder) FFMpegVideoDecoder(org.vitrivr.cineast.core.extraction.decode.video.FFMpegVideoDecoder) FFMpegAudioDecoder(org.vitrivr.cineast.core.extraction.decode.audio.FFMpegAudioDecoder) DefaultImageDecoder(org.vitrivr.cineast.core.extraction.decode.image.DefaultImageDecoder) MediaSegmentDescriptor(org.vitrivr.cineast.core.data.entities.MediaSegmentDescriptor) MediaType(org.vitrivr.cineast.core.data.MediaType) MetadataExtractor(org.vitrivr.cineast.core.extraction.metadata.MetadataExtractor) SegmentContainer(org.vitrivr.cineast.core.data.segments.SegmentContainer) MediaObjectMetadataDescriptor(org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor)

Aggregations

MediaObjectMetadataDescriptor (org.vitrivr.cineast.core.data.entities.MediaObjectMetadataDescriptor)11 ArrayList (java.util.ArrayList)7 HashMap (java.util.HashMap)3 List (java.util.List)3 Collectors (java.util.stream.Collectors)3 MediaObjectMetadataQueryResult (org.vitrivr.cineast.api.messages.result.MediaObjectMetadataQueryResult)3 MediaObjectMetadataReader (org.vitrivr.cineast.core.db.dao.reader.MediaObjectMetadataReader)3 File (java.io.File)2 Path (java.nio.file.Path)2 Map (java.util.Map)2 Set (java.util.Set)2 TimeUnit (java.util.concurrent.TimeUnit)2 LogManager (org.apache.logging.log4j.LogManager)2 Logger (org.apache.logging.log4j.Logger)2 MediaObjectDescriptor (org.vitrivr.cineast.core.data.entities.MediaObjectDescriptor)2 MediaObjectReader (org.vitrivr.cineast.core.db.dao.reader.MediaObjectReader)2 ExifDirectoryBase (com.drew.metadata.exif.ExifDirectoryBase)1 ExifSubIFDDirectory (com.drew.metadata.exif.ExifSubIFDDirectory)1 Maps (com.google.common.collect.Maps)1 StreamObserver (io.grpc.stub.StreamObserver)1