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https://issues.apache.org/jira/browse/FLINK-9913?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16593681#comment-16593681
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ASF GitHub Bot commented on FLINK-9913:
---------------------------------------
NicoK 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_r212951771
##########
File path:
flink-runtime/src/main/java/org/apache/flink/runtime/io/network/api/writer/RecordWriter.java
##########
@@ -87,62 +86,71 @@ 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];
for (int i = 0; i < numChannels; i++) {
- serializers[i] = new SpanningRecordSerializer<T>();
bufferBuilders[i] = Optional.empty();
}
}
public void emit(T record) throws IOException, InterruptedException {
+ serializer.serializeRecord(record);
+
for (int targetChannel : channelSelector.selectChannels(record,
numChannels)) {
- sendToTarget(record, targetChannel);
+ copyToTarget(targetChannel);
}
+
+ // Make sure we don't hold onto the large intermediate
serialization buffer for too long
+ serializer.prune();
}
/**
* This is used to broadcast Streaming Watermarks in-band with records.
This ignores
* the {@link ChannelSelector}.
*/
public void broadcastEmit(T record) throws IOException,
InterruptedException {
+ serializer.serializeRecord(record);
+
for (int targetChannel = 0; targetChannel < numChannels;
targetChannel++) {
- sendToTarget(record, targetChannel);
+ copyToTarget(targetChannel);
}
+
+ serializer.prune();
}
/**
* 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);
- private void sendToTarget(T record, int targetChannel) throws
IOException, InterruptedException {
- RecordSerializer<T> serializer = serializers[targetChannel];
+ copyToTarget(rng.nextInt(numChannels));
- SerializationResult result = serializer.addRecord(record);
+ serializer.prune();
+ }
+ private void copyToTarget(int targetChannel) throws IOException,
InterruptedException {
+ // We should reset the initial position of the intermediate
serialization buffer before
+ // copying, so the serialization results can be copied to
multiple target buffers.
+ serializer.reset();
+
+ BufferBuilder bufferBuilder = getBufferBuilder(targetChannel);
+ SerializationResult result =
serializer.copyToBufferBuilder(bufferBuilder);
while (result.isFullBuffer()) {
- if (tryFinishCurrentBufferBuilder(targetChannel,
serializer)) {
- // If this was a full record, we are done. Not
breaking
- // out of the loop at this point will lead to
another
- // buffer request before breaking out (that
would not be
- // a problem per se, but it can lead to stalls
in the
- // pipeline).
- if (result.isFullRecord()) {
- break;
- }
+ tryFinishCurrentBufferBuilder(targetChannel);
Review comment:
actually, here, we do not only know that the buffer builder is present, we
also already have its reference (in contrast to
`tryFinishCurrentBufferBuilder()`) and don't need to update the
`bufferBuilders` field until after the `while` loop - I'm not sure whether this
is worth optimising, though (@pnowojski?)
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> 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: Minor
> 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.
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