Examples with LoadMetrics com.baidu.hugegraph.loader.metrics.LoadMetrics used on opensource projects

Example 1 with LoadMetrics

use of com.baidu.hugegraph.loader.metrics.LoadMetrics in project incubator-hugegraph-toolchain by apache.

the class HugeGraphLoader method loadStruct.

/**
 * TODO: Seperate classes: ReadHandler -> ParseHandler -> InsertHandler
 * Let load task worked in pipeline mode
 */
private void loadStruct(InputStruct struct, InputReader reader) {
    LOG.info("Start loading '{}'", struct);
    LoadMetrics metrics = this.context.summary().metrics(struct);
    metrics.startInFlight();
    ParseTaskBuilder taskBuilder = new ParseTaskBuilder(this.context, struct);
    final int batchSize = this.context.options().batchSize;
    List<Line> lines = new ArrayList<>(batchSize);
    for (boolean finished = false; !finished; ) {
        if (this.context.stopped()) {
            break;
        }
        try {
            // Read next line from data source
            if (reader.hasNext()) {
                lines.add(reader.next());
                metrics.increaseReadSuccess();
            } else {
                finished = true;
            }
        } catch (ReadException e) {
            metrics.increaseReadFailure();
            this.handleReadFailure(struct, e);
        }
        // If readed max allowed lines, stop loading
        boolean reachedMaxReadLines = this.reachedMaxReadLines();
        if (reachedMaxReadLines) {
            finished = true;
        }
        if (lines.size() >= batchSize || finished) {
            List<ParseTask> tasks = taskBuilder.build(lines);
            for (ParseTask task : tasks) {
                this.executeParseTask(struct, task.mapping(), task);
            }
            // Confirm offset to avoid lost records
            reader.confirmOffset();
            this.context.newProgress().markLoaded(struct, finished);
            this.handleParseFailure();
            if (reachedMaxReadLines) {
                LOG.warn("Read lines exceed limit, stopped loading tasks");
                this.context.stopLoading();
            }
            lines = new ArrayList<>(batchSize);
        }
    }
    metrics.stopInFlight();
    LOG.info("Finish loading '{}'", struct);
}

Example 2 with LoadMetrics

use of com.baidu.hugegraph.loader.metrics.LoadMetrics in project incubator-hugegraph-toolchain by apache.

the class ParseTaskBuilder method buildTask.

private ParseTask buildTask(ElementBuilder builder, List<Line> lines) {
    final LoadMetrics metrics = this.context.summary().metrics(this.struct);
    final int batchSize = this.context.options().batchSize;
    final ElementMapping mapping = builder.mapping();
    final boolean needRemoveId = builder instanceof VertexBuilder && ((VertexLabel) builder.schemaLabel()).idStrategy().isPrimaryKey();
    return new ParseTask(mapping, () -> {
        List<List<Record>> batches = new ArrayList<>();
        // One batch record
        List<Record> records = new ArrayList<>(batchSize);
        int count = 0;
        for (Line line : lines) {
            try {
                // NOTE: don't remove entry in keyValues
                @SuppressWarnings("unchecked") List<GraphElement> elements = builder.build(line.names(), line.values());
                E.checkState(elements.size() <= batchSize, "The number of columns in a line cannot " + "exceed the size of a batch, but got %s > %s", elements.size(), batchSize);
                // Prevent batch size from exceeding limit
                if (records.size() + elements.size() > batchSize) {
                    LOG.debug("Create a new batch for {}", mapping);
                    // Add current batch and create a new batch
                    batches.add(records);
                    records = new ArrayList<>(batchSize);
                }
                for (GraphElement element : elements) {
                    if (needRemoveId) {
                        ((Vertex) element).id(null);
                    }
                    records.add(new Record(line.rawLine(), element));
                    count++;
                }
            } catch (IllegalArgumentException e) {
                metrics.increaseParseFailure(mapping);
                ParseException pe = new ParseException(line.rawLine(), e);
                this.handleParseFailure(mapping, pe);
            }
        }
        if (!records.isEmpty()) {
            batches.add(records);
        }
        metrics.plusParseSuccess(mapping, count);
        return batches;
    });
}

Example 3 with LoadMetrics

use of com.baidu.hugegraph.loader.metrics.LoadMetrics in project incubator-hugegraph-toolchain by apache.

the class InsertTask method plusLoadSuccess.

protected void plusLoadSuccess(int count) {
    LoadMetrics metrics = this.summary().metrics(this.struct);
    metrics.plusInsertSuccess(this.mapping, count);
    this.summary().plusLoaded(this.type(), count);
}