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August 30, 2019 22:41
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Stream processing skeleton code for tracing
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SingleOutputStreamOperator<Record<TraceContext>> sourceStream = | |
getSourceBuilder().fromKafka("traces").withOutputType(TraceContext.class).build(); | |
env.setStreamTimeCharacteristic(TimeCharacteristic.EventTime); | |
sourceStream.assignTimestampsAndWatermarks( | |
new BoundedOutOfOrdernessTimestampExtractor<Record<TraceContext>>(Time.seconds(30)) { | |
@Override | |
public long extractTimestamp(Record<TraceContext> element) { | |
return element.getAttributes(KeystoneAttributes.class).get().getTimestamp(); | |
} | |
} | |
) | |
.map(r -> new TraceContextRecord(r)) | |
.keyBy((KeySelector<TraceContextRecord, String>) value -> value.getTraceContext().getTraceId()) | |
.window(GlobalWindows.create()) | |
.allowedLateness(Time.seconds(TracingTrigger.MAX_TIMEOUT.get())) | |
.trigger(createTraceTrigger()) | |
.process(new ProcessWindowFunction<TraceContextRecord, Record<Map<String, Object>>, String, GlobalWindow>() { | |
@Override | |
public void process(String s, Context context, Iterable<TraceContextRecord> elements, | |
Collector<Record<Map<String, Object>>> out) { | |
out.collect(createMessageLossRecord(s, elements)); | |
} | |
}) | |
.addSink(getSinkBuilder().toKafka("lost_messages").build()); |
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