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ASF GitHub Bot commented on FLINK-9913: --------------------------------------- pnowojski commented on a change in pull request #6417: [FLINK-9913][runtime] Improve output serialization only once in RecordWriter URL: https://github.com/apache/flink/pull/6417#discussion_r215615035 ########## File path: flink-runtime/src/main/java/org/apache/flink/runtime/io/network/api/writer/RecordWriter.java ########## @@ -89,77 +88,101 @@ public RecordWriter(ResultPartitionWriter writer, ChannelSelector<T> channelSele this.numChannels = writer.getNumberOfSubpartitions(); - /* - * The runtime exposes a channel abstraction for the produced results - * (see {@link ChannelSelector}). Every channel has an independent - * serializer. - */ - this.serializers = new SpanningRecordSerializer[numChannels]; + this.serializer = new SpanningRecordSerializer<T>(); this.bufferBuilders = new Optional[numChannels]; + this.broadcastChannels = new int[numChannels]; for (int i = 0; i < numChannels; i++) { - serializers[i] = new SpanningRecordSerializer<T>(); + broadcastChannels[i] = i; bufferBuilders[i] = Optional.empty(); } } public void emit(T record) throws IOException, InterruptedException { - for (int targetChannel : channelSelector.selectChannels(record, numChannels)) { - sendToTarget(record, targetChannel); - } + emitToTargetChannels(record, channelSelector.selectChannels(record, numChannels)); } /** * This is used to broadcast Streaming Watermarks in-band with records. This ignores * the {@link ChannelSelector}. */ public void broadcastEmit(T record) throws IOException, InterruptedException { - for (int targetChannel = 0; targetChannel < numChannels; targetChannel++) { - sendToTarget(record, targetChannel); - } + emitToTargetChannels(record, broadcastChannels); } /** * This is used to send LatencyMarks to a random target channel. */ public void randomEmit(T record) throws IOException, InterruptedException { - sendToTarget(record, rng.nextInt(numChannels)); + serializer.serializeRecord(record); + + if (copyToTargetBuffers(rng.nextInt(numChannels))) { + serializer.prune(); + } } - private void sendToTarget(T record, int targetChannel) throws IOException, InterruptedException { - RecordSerializer<T> serializer = serializers[targetChannel]; + private void emitToTargetChannels(T record, int[] targetChannels) throws IOException, InterruptedException { + serializer.serializeRecord(record); + + boolean pruneAfterCopying = false; + for (int channel : targetChannels) { + if (copyToTargetBuffers(channel)) { + pruneAfterCopying = true; + } + } - SerializationResult result = serializer.addRecord(record); + // Make sure we don't hold onto the large intermediate serialization buffer for too long + if (pruneAfterCopying) { + serializer.prune(); + } + } + /** + * Copies the intermediate serialization buffer to the BufferBuilder of the target channel, also + * checks to prune the intermediate buffer iif the target BufferBuilder is fulfilled and the record + * is full. + * + * @param targetChannel the target channel to get BufferBuilder + * @return <tt>true</tt> if the intermediate serialization buffer should be pruned + */ + private boolean copyToTargetBuffers(int targetChannel) throws IOException, InterruptedException { Review comment: Third time I'm looking at this PR and third time I had to think for a minute what does the this method. I'm always forgetting that `serializer` is a class field and that this method copies from it. Maybe rename to `copyFromSerializerToTargetChannel`? Imo rename would allow us to drop most of the java doc and simplify it to just: ``` /** * @param targetChannel * @return <tt>true</tt> if the intermediate serialization buffer should be pruned */ ``` ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org > Improve output serialization only once in RecordWriter > ------------------------------------------------------ > > Key: FLINK-9913 > URL: https://issues.apache.org/jira/browse/FLINK-9913 > Project: Flink > Issue Type: Improvement > Components: Network > Affects Versions: 1.6.0 > Reporter: zhijiang > Assignee: zhijiang > Priority: Major > Labels: pull-request-available > Fix For: 1.7.0 > > > Currently the {{RecordWriter}} emits output into multi channels via > {{ChannelSelector}} or broadcasts output to all channels directly. Each > channel has a separate {{RecordSerializer}} for serializing outputs, that > means the output will be serialized as many times as the number of selected > channels. > As we know, data serialization is a high cost operation, so we can get good > benefits by improving the serialization only once. > I would suggest the following changes for realizing it. > # Only one {{RecordSerializer}} is created in {{RecordWriter}} for all the > channels. > # The output is serialized into the intermediate data buffer only once for > different channels. > # The intermediate serialization results are copied into different > {{BufferBuilder}}s for different channels. > An additional benefit by using a single serializer for all channels is that > we get a potentially significant reduction on heap space overhead from fewer > intermediate serialization buffers (only once we got over 5MiB, these buffers > were pruned back to 128B!). -- This message was sent by Atlassian JIRA (v7.6.3#76005)