Examples with FeedEntityValidator edu.usf.cutr.gtfsrtvalidator.lib.validation.interfaces.FeedEntityValidator used on opensource projects

Example 1 with FeedEntityValidator

use of edu.usf.cutr.gtfsrtvalidator.lib.validation.interfaces.FeedEntityValidator in project gtfs-realtime-validator by CUTR-at-USF.

the class BackgroundTask method run.

@Override
public void run() {
    try {
        long startTimeNanos = System.nanoTime();
        GtfsRealtime.FeedMessage currentFeedMessage;
        GtfsRealtime.FeedMessage previousFeedMessage = null;
        GtfsDaoImpl gtfsData;
        GtfsMetadata gtfsMetadata;
        // Holds data needed in the database under each iteration
        GtfsRtFeedIterationModel feedIteration;
        StringBuffer consoleOutput = new StringBuffer();
        // Get the GTFS feed from the GtfsDaoMap using the gtfsFeedId of the current feed.
        gtfsData = GtfsFeed.GtfsDaoMap.get(mCurrentGtfsRtFeed.getGtfsFeedModel().getFeedId());
        // Create the GTFS metadata if it doesn't already exist
        // TODO - read ignoreShapes from website checkbox - see https://github.com/CUTR-at-USF/gtfs-realtime-validator/issues/286
        gtfsMetadata = mGtfsMetadata.computeIfAbsent(mCurrentGtfsRtFeed.getGtfsFeedModel().getFeedId(), k -> new GtfsMetadata(mCurrentGtfsRtFeed.getGtfsFeedModel().getGtfsUrl(), TimeZone.getTimeZone(mCurrentGtfsRtFeed.getGtfsFeedModel().getAgency()), gtfsData, mCurrentGtfsRtFeed.getEnableShapes()));
        // Read the GTFS-rt feed from the feed URL
        URL gtfsRtFeedUrl;
        Session session;
        try {
            gtfsRtFeedUrl = new URL(mCurrentGtfsRtFeed.getGtfsRtUrl());
        } catch (MalformedURLException e) {
            _log.error("Malformed Url: " + mCurrentGtfsRtFeed.getGtfsRtUrl(), e);
            e.printStackTrace();
            return;
        }
        try {
            // Get the GTFS-RT feedMessage for this method
            long startHttpRequest = System.nanoTime();
            InputStream in = gtfsRtFeedUrl.openStream();
            consoleOutput.append("\n" + mCurrentGtfsRtFeed.getGtfsRtUrl() + " gtfsRtFeedUrl.openStream() in " + getElapsedTimeString(getElapsedTime(startHttpRequest, System.nanoTime())));
            long startToByteArray = System.nanoTime();
            byte[] gtfsRtProtobuf = IOUtils.toByteArray(in);
            consoleOutput.append("\n" + mCurrentGtfsRtFeed.getGtfsRtUrl() + " IOUtils.toByteArray(in) in " + getElapsedTimeString(getElapsedTime(startToByteArray, System.nanoTime())));
            boolean isUniqueFeed = true;
            MessageDigest md = MessageDigest.getInstance("MD5");
            byte[] prevFeedDigest = null;
            byte[] currentFeedDigest = md.digest(gtfsRtProtobuf);
            session = GTFSDB.initSessionBeginTrans();
            feedIteration = (GtfsRtFeedIterationModel) session.createQuery("FROM GtfsRtFeedIterationModel" + " WHERE rtFeedId = :gtfsRtId" + " ORDER BY IterationId DESC").setParameter("gtfsRtId", mCurrentGtfsRtFeed.getGtfsRtId()).setMaxResults(1).uniqueResult();
            if (feedIteration != null) {
                prevFeedDigest = feedIteration.getFeedHash();
            }
            if (MessageDigest.isEqual(currentFeedDigest, prevFeedDigest)) {
                // If previous feed digest and newly fetched/current feed digest are equal means, we received the same feed again.
                isUniqueFeed = false;
            }
            long startProtobufDecode = System.nanoTime();
            currentFeedMessage = GtfsRealtime.FeedMessage.parseFrom(gtfsRtProtobuf);
            consoleOutput.append("\n" + mCurrentGtfsRtFeed.getGtfsRtUrl() + " protobuf decode in " + getElapsedTimeString(getElapsedTime(startProtobufDecode, System.nanoTime())));
            _log.info(consoleOutput.toString());
            // Clear the buffer for the next set of log statements
            consoleOutput.setLength(0);
            long feedTimestamp = TimeUnit.SECONDS.toMillis(currentFeedMessage.getHeader().getTimestamp());
            // Create new feedIteration object and save the iteration to the database
            if (isUniqueFeed) {
                if (feedIteration != null && feedIteration.getFeedprotobuf() != null) {
                    // Get the previous feed message
                    InputStream previousIs = new ByteArrayInputStream(feedIteration.getFeedprotobuf());
                    previousFeedMessage = GtfsRealtime.FeedMessage.parseFrom(previousIs);
                }
                feedIteration = new GtfsRtFeedIterationModel(System.currentTimeMillis(), feedTimestamp, gtfsRtProtobuf, mCurrentGtfsRtFeed, currentFeedDigest);
            } else {
                feedIteration = new GtfsRtFeedIterationModel(System.currentTimeMillis(), feedTimestamp, null, mCurrentGtfsRtFeed, currentFeedDigest);
            }
            session.save(feedIteration);
            GTFSDB.commitAndCloseSession(session);
            if (!isUniqueFeed) {
                return;
            }
        } catch (Exception e) {
            _log.error("The URL '" + gtfsRtFeedUrl + "' does not contain valid Gtfs-Rt data", e);
            return;
        }
        // Read all GTFS-rt entities for the current feed
        mGtfsRtFeedMap.put(feedIteration.getGtfsRtFeedModel().getGtfsRtId(), currentFeedMessage);
        session = GTFSDB.initSessionBeginTrans();
        List<GtfsRealtime.FeedEntity> allEntitiesArrayList = new ArrayList<>();
        List<GtfsRtFeedModel> gtfsRtFeedModelList;
        gtfsRtFeedModelList = session.createQuery("FROM GtfsRtFeedModel" + " WHERE gtfsFeedID = :feedID").setParameter("feedID", mCurrentGtfsRtFeed.getGtfsFeedModel().getFeedId()).list();
        GTFSDB.closeSession(session);
        while (!mGtfsRtFeedMap.keySet().containsAll(gtfsRtFeedModelList.stream().map(GtfsRtFeedModel::getGtfsRtId).collect(Collectors.toSet()))) {
            Thread.sleep(200);
        }
        GtfsRealtime.FeedHeader header = null;
        if (gtfsRtFeedModelList.size() < 1) {
            _log.error("The URL '" + gtfsRtFeedUrl + "' is not stored properly into the database");
            return;
        }
        GtfsRealtime.FeedMessage combinedFeed = null;
        if (gtfsRtFeedModelList.size() == 1) {
            // See if more than one entity type exists in this feed
            GtfsRealtime.FeedMessage message = mGtfsRtFeedMap.get(gtfsRtFeedModelList.get(0).getGtfsRtId());
            if (GtfsUtils.isCombinedFeed(message)) {
                // Run CrossFeedDescriptorValidator on this message
                combinedFeed = message;
            }
        }
        if (gtfsRtFeedModelList.size() > 1) {
            // We're monitoring multiple GTFS-rt feeds for the same GTFS data - create a combined feed message include all entities for all of those GTFS-rt feeds
            _log.debug("Creating combined feed message for " + gtfsRtFeedModelList.toString());
            for (GtfsRtFeedModel gtfsRtFeedModel : gtfsRtFeedModelList) {
                GtfsRealtime.FeedMessage message = mGtfsRtFeedMap.get(gtfsRtFeedModel.getGtfsRtId());
                if (header == null) {
                    // Save one header to use in our combined feed below
                    header = message.getHeader();
                } else {
                    if (message.getHeader() != null && message.getHeader().getTimestamp() > header.getTimestamp()) {
                        // Use largest header timestamp with multiple feeds - see #239
                        header = message.getHeader();
                    }
                }
                if (message != null) {
                    allEntitiesArrayList.addAll(message.getEntityList());
                }
            }
            GtfsRealtime.FeedMessage.Builder feedMessageBuilder = GtfsRealtime.FeedMessage.newBuilder();
            feedMessageBuilder.setHeader(header);
            feedMessageBuilder.addAllEntity(allEntitiesArrayList);
            combinedFeed = feedMessageBuilder.build();
        }
        // Use the same current time for all rules for consistency
        long currentTimeMillis = System.currentTimeMillis();
        // Run validation rules
        for (FeedEntityValidator rule : mValidationRules) {
            consoleOutput.append(validateEntity(currentTimeMillis, currentFeedMessage, previousFeedMessage, combinedFeed, gtfsData, gtfsMetadata, feedIteration, rule));
        }
        consoleOutput.append("\nProcessed " + mCurrentGtfsRtFeed.getGtfsRtUrl() + " in " + getElapsedTimeString(getElapsedTime(startTimeNanos, System.nanoTime())));
        consoleOutput.append("\n---------------------");
        _log.info(consoleOutput.toString());
    } catch (Exception ex) {
        ex.printStackTrace();
    }
}

Example 2 with FeedEntityValidator

use of edu.usf.cutr.gtfsrtvalidator.lib.validation.interfaces.FeedEntityValidator in project gtfs-realtime-validator by CUTR-at-USF.

the class BatchProcessor method processFeeds.

/**
 * Process the GTFS and GTFS-realtime feeds provided in the constructor. If setReturnStatistics() is set to true,
 * the method will return a list of IterationStatistics (one per GTFS-rt file) for performance in the batch
 * validation.  By default this method will return null to avoid memory issues with extremely large batch processes.
 *
 * @return If setReturnStatistics() is set to true, it will return a list of IterationStatistics (one per GTFS-rt
 * file) for performance in the batch validation.  By default this method will return null to avoid memory issues
 * when processing an extremely large number of files.
 * @throws NoSuchAlgorithmException If the MD5 hash algorithm (used to determine feed uniqueness) is not available on the machine executing the code
 * @throws IOException              If the GTFS or GTFS-realtime files cannot be read or the results cannot be written to disk
 */
public List<IterationStatistics> processFeeds() throws NoSuchAlgorithmException, IOException {
    // Read GTFS data into a GtfsDaoImpl
    _log.info("Starting batch processor...");
    if (mReturnStatistics) {
        mIterationStatistics = new ArrayList<>();
    }
    String timeZoneText = null;
    double gtfsReadTime = readGtfsData();
    Collection<Agency> agencies = mGtfsData.getAllAgencies();
    for (Agency agency : agencies) {
        timeZoneText = agency.getTimezone();
        break;
    }
    mGtfsMetadata = new GtfsMetadata(mPathToGtfsFile.getAbsolutePath(), TimeZone.getTimeZone(timeZoneText), mGtfsData, mIgnoreShapes);
    // Initialize validation rules
    synchronized (mValidationRules) {
        if (mValidationRules.isEmpty()) {
            mValidationRules.add(new CrossFeedDescriptorValidator());
            mValidationRules.add(new VehicleValidator());
            mValidationRules.add(new TimestampValidator());
            mValidationRules.add(new StopTimeUpdateValidator());
            mValidationRules.add(new TripDescriptorValidator());
            mValidationRules.add(new StopValidator());
            mValidationRules.add(new FrequencyTypeZeroValidator());
            mValidationRules.add(new FrequencyTypeOneValidator());
            mValidationRules.add(new HeaderValidator());
        }
    }
    // Configure output
    ObjectMapper mapper = new ObjectMapper();
    mapper.enable(SerializationFeature.INDENT_OUTPUT);
    _log.info("Sorting GTFS-rt files by " + mSortBy.name() + "...");
    // Read GTFS-rt protobuf files from provided directory
    List<Path> paths = Files.walk(Paths.get(mPathToGtfsRealtime)).filter(Files::isRegularFile).sorted((o1, o2) -> {
        if (mSortBy.equals(SortBy.DATE_MODIFIED)) {
            try {
                // Sort by date modified (ascending) (it seems more consistent cross-platform than "date created")
                return SortUtils.compareByDateModified(o1, o2);
            } catch (IOException e) {
                _log.error("Can't sort GTFS-rt files by date - assuming dates are equal: " + e);
            }
            // Assume file dates are equal if we get an exception
            return 0;
        } else {
            // Sort by name (ascending)
            return SortUtils.compareByFileName(o1, o2);
        }
    }).collect(Collectors.toList());
    MessageDigest md = MessageDigest.getInstance("MD5");
    GtfsRealtime.FeedMessage prevMessage = null;
    byte[] prevHash = null;
    for (Path path : paths) {
        IterationStatistics stats = null;
        if (mReturnStatistics) {
            stats = new IterationStatistics();
            stats.setGtfsReadTime(gtfsReadTime);
        }
        long startTimeNanos = System.nanoTime();
        long startToByteArray = System.nanoTime();
        byte[] protobuf;
        try {
            protobuf = IOUtils.toByteArray(Files.newInputStream(path));
        } catch (IOException e) {
            _log.error("Error reading GTFS-rt file to byte array, skipping to next file: " + e);
            continue;
        }
        double toByteArray = getElapsedTime(startToByteArray, System.nanoTime());
        _log.info("Read " + path.getFileName() + " to byte array in " + getElapsedTimeString(toByteArray));
        if (mReturnStatistics) {
            stats.setToByteArrayTime(toByteArray);
        }
        byte[] currentHash = md.digest(protobuf);
        if (MessageDigest.isEqual(currentHash, prevHash)) {
            // This feed file is a duplicate of the last one - skip to next file
            continue;
        }
        long timestamp;
        if (mSortBy.equals(SortBy.DATE_MODIFIED)) {
            // Use file last modified date as "current" timestamp
            timestamp = Files.getLastModifiedTime(path).toMillis();
        } else {
            // Use time parsed from file name as "current" timestamp
            try {
                timestamp = TimestampUtils.getTimestampFromFileName(path.toFile().getName());
            } catch (DateTimeParseException | StringIndexOutOfBoundsException e) {
                _log.error("Couldn't parse timestamp from file name '" + path.toFile().getName() + "' - using date modified instead: " + e);
                timestamp = Files.getLastModifiedTime(path).toMillis();
            }
        }
        long startProtobufDecode = System.nanoTime();
        GtfsRealtime.FeedMessage message;
        try {
            message = GtfsRealtime.FeedMessage.parseFrom(protobuf);
        } catch (InvalidProtocolBufferException e) {
            _log.error("Error reading GTFS-rt message from byte array, skipping to next file: " + e);
            continue;
        }
        double pbDecode = getElapsedTime(startProtobufDecode, System.nanoTime());
        _log.info("Decoded " + path.getFileName() + " protobuf in " + getElapsedTimeString(pbDecode));
        if (mReturnStatistics) {
            stats.setDecodeProtobufTime(pbDecode);
        }
        GtfsRealtime.FeedMessage combinedMessage = null;
        // See if more than one entity type exists in this feed
        if (GtfsUtils.isCombinedFeed(message)) {
            // Run CrossFeedDescriptorValidator on this message
            combinedMessage = message;
        }
        List<ErrorListHelperModel> allErrorLists = new ArrayList<>();
        StringBuilder consoleOutput = new StringBuilder();
        List<RuleStatistics> ruleStatistics = null;
        if (mReturnStatistics) {
            ruleStatistics = new ArrayList<>();
        }
        for (FeedEntityValidator rule : mValidationRules) {
            long startRuleNanos = System.nanoTime();
            List<ErrorListHelperModel> errorLists = rule.validate(timestamp, mGtfsData, mGtfsMetadata, message, prevMessage, combinedMessage);
            allErrorLists.addAll(errorLists);
            double ruleExecutionTime = getElapsedTime(startRuleNanos, System.nanoTime());
            consoleOutput.append("\n" + rule.getClass().getSimpleName() + " - rule = " + getElapsedTimeString(ruleExecutionTime));
            if (mReturnStatistics) {
                RuleStatistics ruleStat = new RuleStatistics();
                ruleStat.setRuleExecutionTime(ruleExecutionTime);
                ruleStat.setValidator(rule.getClass().getSimpleName());
                ruleStatistics.add(ruleStat);
            }
        }
        double totalIterationTime = getElapsedTime(startTimeNanos, System.nanoTime());
        consoleOutput.append("\nProcessed " + path.getFileName() + " in " + getElapsedTimeString(totalIterationTime));
        consoleOutput.append("\n---------------------");
        _log.info(consoleOutput.toString());
        if (mReturnStatistics) {
            stats.setRuleStatistics(ruleStatistics);
            stats.setTotalIterationTime(totalIterationTime);
        }
        // Write validation results for this file to JSON
        writeResults(mapper, path, allErrorLists);
        if (mPlainTextExtension != null) {
            // Write plain text version of protocol buffer
            writePlainText(message, mapper, path);
        }
        if (mReturnStatistics) {
            mIterationStatistics.add(stats);
        }
        prevHash = currentHash;
        prevMessage = message;
    }
    return mIterationStatistics;
}