问题
I'm trying to generate a aggregate view of consecutive market data, which means we need to calculate the sum value every 2 message. say the data coming in as:
(V0,T0),(V1,T1),(V2,T2),(V3,T3)....
V
means value T
means timestamp when we receive the data.
We need to generate the sum for every 2 points say:
(R1=Sum(V0,V1),T1),(R2=Sum(V1,V2),T2),(R3=Sum(V2,V3),T3),....
Any suggestion how can we do this by using aggregator2
or we need to write a processor for this?
回答1:
You are right, aggregator2 component is the good way to go. I would try something like that:
from("somewhere").split(body().tokenize("),")).streaming()
.aggregate(new ValueAggregationStrategy()).completionTimeout(1500)
.to("whatYouWant");
class ValueAggregationStrategy implements AggregationStrategy {
public Exchange aggregate(Exchange oldExchange, Exchange newExchange) {
if (oldExchange == null) {
return newExchange;
}
String oldBody = oldExchange.getIn().getBody(String.class);
String newBody = newExchange.getIn().getBody(String.class);
oldExchange.getIn().setBody(extractValue(oldBody) + extractValue(newBody));
return oldExchange;
}
public int extractValue(String body) {
// Do the work "(V0,T0" -> "V0"
}
}
NB: It would be easier to parse if you could have a format like that: V0,T0;V1,T1...
For more information: here is an article wrote by Claus Ibsen on parsing large file with Camel
回答2:
After reading the source code of Aggregator, it turns out that camel only aggregate one message to one group, we have to build a "aggregator" for this purpose. here is the code:
public abstract class GroupingGenerator<I> implements Processor {
private final EvictingQueue<I> queue;
private final int size;
public int getSize() {
return size;
}
public GroupingGenerator(int size) {
super();
this.size = size;
this.queue = EvictingQueue.create(size);
}
@SuppressWarnings("unchecked")
@Override
public void process(Exchange exchange) throws Exception {
queue.offer((I) exchange.getIn().getBody());
if (queue.size() != size) {
exchange.setProperty(Exchange.ROUTE_STOP, true);
return;
} else {
processGroup(queue, exchange);
}
}
protected abstract void processGroup(Collection<I> items, Exchange exchange);
}
来源:https://stackoverflow.com/questions/19789585/how-to-aggregate-one-message-into-multiple-group-with-camel-aggregate