Aggregator

This applies for Camel version 2.3 or newer. If you use an older version then use this Aggregator link instead.

The Aggregator from the EIP patterns allows you to combine a number of messages together into a single message.

A correlation Expression is used to determine the messages which should be aggregated together. If you want to aggregate all messages into a single message, just use a constant expression. An AggregationStrategy is used to combine all the message exchanges for a single correlation key into a single message exchange.

Aggregator options

The aggregator supports the following options:

Option

Default

Description

correlationExpression

 

Mandatory Expression which evaluates the correlation key to use for aggregation. The Exchange which has the same correlation key is aggregated together. If the correlation key could not be evaluated an Exception is thrown. You can disable this by using the ignoreBadCorrelationKeys option.

aggregationStrategy

 

Mandatory AggregationStrategy which is used to merge the incoming Exchange with the existing already merged exchanges. At first call the oldExchange parameter is null. On subsequent invocations the oldExchange contains the merged exchanges and newExchange is of course the new incoming Exchange. From Camel 2.9.2 onwards the strategy can also be a TimeoutAwareAggregationStrategy implementation, supporting the timeout callback, see further below for more details.

strategyRef

 

A reference to lookup the AggregationStrategy in the Registry. From Camel 2.12 onwards you can also use a POJO as the AggregationStrategy, see further below for details.

strategyMethodName

 

Camel 2.12: This option can be used to explicit declare the method name to use, when using POJOs as the AggregationStrategy. See further below for more details.

strategyMethodAllowNull

false

Camel 2.12: If this option is false then the aggregate method is not used for the very first aggregation. If this option is true then null values is used as the oldExchange (at the very first aggregation), when using POJOs as the AggregationStrategy. See further below for more details.

completionSize

 

Number of messages aggregated before the aggregation is complete. This option can be set as either a fixed value or using an Expression which allows you to evaluate a size dynamically - will use Integer as result. If both are set Camel will fallback to use the fixed value if the Expression result was null or 0.

completionTimeout

 

Time in millis that an aggregated exchange should be inactive before its complete. This option can be set as either a fixed value or using an Expression which allows you to evaluate a timeout dynamically - will use Long as result. If both are set Camel will fallback to use the fixed value if the Expression result was null or 0. You cannot use this option together with completionInterval, only one of the two can be used.

completionInterval

 

A repeating period in millis by which the aggregator will complete all current aggregated exchanges. Camel has a background task which is triggered every period. You cannot use this option together with completionTimeout, only one of them can be used.

completionPredicate

 

A Predicate to indicate when an aggregated exchange is complete.

completionFromBatchConsumer

false

This option is if the exchanges are coming from a Batch Consumer. Then when enabled the Aggregator2 will use the batch size determined by the Batch Consumer in the message header CamelBatchSize. See more details at Batch Consumer. This can be used to aggregate all files consumed from a File endpoint in that given poll.

forceCompletionOnStop

false

Camel 2.9 Indicates to complete all current aggregated exchanges when the context is stopped

eagerCheckCompletion

false

Whether or not to eager check for completion when a new incoming Exchange has been received. This option influences the behavior of the completionPredicate option as the Exchange being passed in changes accordingly. When false the Exchange passed in the Predicate is the aggregated Exchange which means any information you may store on the aggregated Exchange from the AggregationStrategy is available for the Predicate. When true the Exchange passed in the Predicate is the incoming Exchange, which means you can access data from the incoming Exchange.

groupExchanges

false

If enabled then Camel will group all aggregated Exchanges into a single combined org.apache.camel.impl.GroupedExchange holder class that holds all the aggregated Exchanges. And as a result only one Exchange is being sent out from the aggregator. Can be used to combine many incoming Exchanges into a single output Exchange without coding a custom AggregationStrategy yourself. Important: This option does not support persistent repository with the aggregator. See further below for an example and more details.

ignoreInvalidCorrelationKeys

false

Whether or not to ignore correlation keys which could not be evaluated to a value. By default Camel will throw an Exception, but you can enable this option and ignore the situation instead.

closeCorrelationKeyOnCompletion

 

Whether or not too late Exchanges should be accepted or not. You can enable this to indicate that if a correlation key has already been completed, then any new exchanges with the same correlation key be denied. Camel will then throw a closedCorrelationKeyException exception. When using this option you pass in a integer which is a number for a LRUCache which keeps that last X number of closed correlation keys. You can pass in 0 or a negative value to indicate a unbounded cache. By passing in a number you are ensured that cache won't grow too big if you use a log of different correlation keys.

discardOnCompletionTimeout

false

Camel 2.5: Whether or not exchanges which complete due to a timeout should be discarded. If enabled then when a timeout occurs the aggregated message will not be sent out but dropped (discarded).

aggregationRepository

 

Allows you to plugin you own implementation of org.apache.camel.spi.AggregationRepository which keeps track of the current inflight aggregated exchanges. Camel uses by default a memory based implementation.

aggregationRepositoryRef

 

Reference to lookup a aggregationRepository in the Registry.

parallelProcessing

false

When aggregated are completed they are being send out of the aggregator. This option indicates whether or not Camel should use a thread pool with multiple threads for concurrency. If no custom thread pool has been specified then Camel creates a default pool with 10 concurrent threads.

executorService

 

If using parallelProcessing you can specify a custom thread pool to be used. In fact also if you are not using parallelProcessing this custom thread pool is used to send out aggregated exchanges as well.

executorServiceRef

 

Reference to lookup a executorService in the Registry

timeoutCheckerExecutorService

 

Camel 2.9: If using either of the completionTimeout, completionTimeoutExpression, or completionInterval options a background thread is created to check for the completion for every aggregator. Set this option to provide a custom thread pool to be used rather than creating a new thread for every aggregator.

timeoutCheckerExecutorServiceRef

 

Camel 2.9: Reference to lookup a timeoutCheckerExecutorService in the Registry

optimisticLocking

false

Camel 2.11: Turns on using optimistic locking, which requires the aggregationRepository being used, is supporting this by implementing the org.apache.camel.spi.OptimisticLockingAggregationRepository interface.

optimisticLockRetryPolicy

 

Camel 2.11.1: Allows to configure retry settings when using optimistic locking.

Exchange Properties

The following properties are set on each aggregated Exchange:

header

type

description

CamelAggregatedSize

int

The total number of Exchanges aggregated into this combined Exchange.

CamelAggregatedCompletedBy

String

Indicator how the aggregation was completed as a value of either: predicate, size, consumer, timeout, forceCompletion or interval.

About AggregationStrategy

The AggregationStrategy is used for aggregating the old (lookup by its correlation id) and the new exchanges together into a single exchange. Possible implementations include performing some kind of combining or delta processing, such as adding line items together into an invoice or just using the newest exchange and removing old exchanges such as for state tracking or market data prices; where old values are of little use.

Notice the aggregation strategy is a mandatory option and must be provided to the aggregator.

Here are a few example AggregationStrategy implementations that should help you create your own custom strategy.

About completion

When aggregation Exchanges at some point you need to indicate that the aggregated exchanges is complete, so they can be send out of the aggregator. Camel allows you to indicate completion in various ways as follows:

  • completionTimeout - Is an inactivity timeout in which is triggered if no new exchanges have been aggregated for that particular correlation key within the period.
  • completionInterval - Once every X period all the current aggregated exchanges are completed.
  • completionSize - Is a number indicating that after X aggregated exchanges it's complete.
  • completionPredicate - Runs a Predicate when a new exchange is aggregated to determine if we are complete or not
  • completionFromBatchConsumer - Special option for Batch Consumer which allows you to complete when all the messages from the batch has been aggregated.
  • forceCompletionOnStop - Camel 2.9 Indicates to complete all current aggregated exchanges when the context is stopped

Notice that all the completion ways are per correlation key. And you can combine them in any way you like. It's basically the first which triggers that wins. So you can use a completion size together with a completion timeout. Only completionTimeout and completionInterval cannot be used at the same time.

Notice the completion is a mandatory option and must be provided to the aggregator. If not provided Camel will thrown an Exception on startup.

Callbacks

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See the TimeoutAwareAggregationStrategy and CompletionAwareAggregationStrategy extensions to AggregationStrategy that has callbacks when the aggregated Exchange was completed and if a timeout occurred.

Persistent AggregationRepository

The aggregator provides a pluggable repository which you can implement your own org.apache.camel.spi.AggregationRepository.
If you need persistent repository then you can use either Camel HawtDB, LevelDB, or SQL Component components.

Examples

See some examples from the old Aggregator which is somewhat similar to this new aggregator.

Setting options in Spring XML

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Many of the options are configurable as attributes on the <aggregate> tag when using Spring XML.

Using completionTimeout

In this example we want to aggregate all incoming messages and after 3 seconds of inactivity we want the aggregation to complete. This is done using the completionTimeout option as shown:

And the same example using Spring XML:

Using TimeoutAwareAggregationStrategy

Available as of Camel 2.9.2

If your aggregation strategy implements TimeoutAwareAggregationStrategy, then Camel will invoke the timeout method when the timeout occurs. Notice that the values for index and total parameters will be -1, and the timeout parameter will be provided only if configured as a fixed value. You must not throw any exceptions from the timeout method.

Using CompletionAwareAggregationStrategy

Available as of Camel 2.9.3

If your aggregation strategy implements CompletionAwareAggregationStrategy, then Camel will invoke the onComplete method when the aggregated Exchange is completed. This allows you to do any last minute custom logic such as to cleanup some resources, or additional work on the exchange as it's now completed.
You must not throw any exceptions from the onCompletion method.

Using completionSize

In this example we want to aggregate all incoming messages and when we have 3 messages aggregated (in the same correlation group) we want the aggregation to complete. This is done using the completionSize option as shown:

And the same example using Spring XML:

Using completionPredicate

In this example we want to aggregate all incoming messages and use a Predicate to determine when we are complete. The Predicate can be evaluated using either the aggregated exchange (default) or the incoming exchange. We will give an example for both situations. We start with the default situation as shown:

And the same example using Spring XML:

And the other situation where we use the eagerCheckCompletion option to tell Camel to use the incoming Exchange. Notice how we can just test in the completion predicate that the incoming message is the END message:

And the same example using Spring XML:

Using dynamic completionTimeout

In this example we want to aggregate all incoming messages and after a period of inactivity we want the aggregation to complete. The period should be computed at runtime based on the timeout header in the incoming messages. This is done using the completionTimeout option as shown:

And the same example using Spring XML:

Note: You can also add a fixed timeout value and Camel will fallback to use this value if the dynamic value was null or 0.

Using dynamic completionSize

In this example we want to aggregate all incoming messages based on a dynamic size per correlation key. The size is computed at runtime based on the mySize header in the incoming messages. This is done using the completionSize option as shown:

And the same example using Spring XML:

Note: You can also add a fixed size value and Camel will fallback to use this value if the dynamic value was null or 0.

Using This Pattern

If you would like to use this EIP Pattern then please read the Getting Started, you may also find the Architecture useful particularly the description of Endpoint and URIs. Then you could try out some of the Examples first before trying this pattern out.

Manually Force the Completion of All Aggregated Exchanges Immediately

Available as of Camel 2.9
You can manually trigger completion of all current aggregated exchanges by sending a message containing the header Exchange.AGGREGATION_COMPLETE_ALL_GROUPS set to true. The message is considered a signal message only, the message headers/contents will not be processed otherwise.

Available as of Camel 2.11
You can alternatively set the header Exchange.AGGREGATION_COMPLETE_ALL_GROUPS_INCLUSIVE to true to trigger completion of all groups after processing the current message.

Using a List<V> in AggregationStrategy

Available as of Camel 2.11

If you want to aggregate some value from the messages <V> into a List<V> then we have added a org.apache.camel.processor.aggregate.AbstractListAggregationStrategy abstract class in Camel 2.11 that makes this easier. The completed Exchange that is sent out of the aggregator will contain the List<V> in the message body.

For example to aggregate a List<Integer> you can extend this class as shown below, and implement the getValue method:

Using GroupedExchanges

In the route below we group all the exchanges together using groupExchanges():

As a result we have one outgoing Exchange being routed the the "mock:result" endpoint. The exchange is a holder containing all the incoming Exchanges.
To get access to these exchanges you need to access them from a property on the outgoing exchange as shown:

From Camel 2.13 onwards this behavior has changed to store these exchanges directly on the message body which is more intuitive:

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Notice the old way using the property is still present in Camel 2.13 onwards, but its considered deprecated and to be removed in Camel 3.0 onwards.

Using POJOs as AggregationStrategy

Available as of Camel 2.12

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You can use POJOs as AggregationStrategy with the other EIPs that supports aggregation, such as Splitter, Recipient List, etc.

To use the AggregationStrategy you had to implement the org.apache.camel.processor.aggregate.AggregationStrategy interface, which means your logic would be tied to the Camel API. From Camel 2.12 onwards you can use a POJO for the logic and let Camel adapt to your POJO. To use a POJO a convention must be followed:

  • there must be a public method to use
  • the method must not be void
  • the method can be static or non-static
  • the method must have 2 or more parameters
  • the parameters is paired so the first 50% is applied to the oldExchange and the reminder 50% is for the newExchange
  • .. meaning that there must be an equal number of parameters, eg 2, 4, 6 etc.

The paired methods is expected to be ordered as follows:

  • the first parameter is the message body
  • the 2nd parameter is a Map of the headers
  • the 3rd parameter is a Map of the Exchange properties

This convention is best explained with some examples.

In the method below, we have only 2 parameters, so the 1st parameter is the body of the oldExchange, and the 2nd is paired to the body of the newExchange:

In the method below, we have only 4 parameters, so the 1st parameter is the body of the oldExchange, and the 2nd is the Map of the oldExchange} headers, and the 3rd is paired to the body of the {{newExchange, and the 4th parameter is the Map of the newExchange headers:

And finally if we have 6 parameters the we also have the properties of the Exchanges:

To use this with the Aggregate EIP we can use a POJO with the aggregate logic as follows:

And then in the Camel route we create an instance of our bean, and then refer to the bean in the route using bean method from org.apache.camel.util.toolbox.AggregationStrategies as shown:

We can also provide the bean type directly:

And if the bean has only one method we do not need to specify the name of the method:

And the append method could be static:

If you are using XML DSL then we need to declare a <bean> with the POJO:

And in the Camel route we use strategyRef to refer to the bean by its id, and the strategyMethodName can be used to define the method name to call:

When using XML DSL you must define the POJO as a <bean>.

Aggregating when no data

By default when using POJOs as AggregationStrategy, then the method is only invoked when there is data to be aggregated (by default). You can use the option strategyMethodAllowNull to configure this. Where as without using POJOs then you may have null as oldExchange or newExchange parameters. For example the Aggregate EIP will invoke the AggregationStrategy with oldExchange as null, for the first Exchange incoming to the aggregator. And then for subsequent Exchanges then oldExchange and newExchange parameters are both not null.

Example with Content Enricher and no data

Though with POJOs as AggregationStrategy we made this simpler and only call the method when oldExchange and newExchange is not null, as that would be the most common use-case. If you need to allow oldExchange or newExchange to be null, then you can configure this with the POJO using the AggregationStrategyBeanAdapter as shown below. On the bean adapter we call setAllowNullNewExchange to allow the new exchange to be null.

This can be configured a bit easier using the beanAllowNull method from AggregationStrategies as shown:

Then the append method in the POJO would need to deal with the situation that newExchange can be null:

In the example above we use the Content Enricher EIP using pollEnrich. The newExchange will be null in the situation we could not get any data from the "seda:foo" endpoint, and therefore the timeout was hit after 1 second. So if we need to do some special merge logic we would need to set setAllowNullNewExchange=true, so the append method will be invoked. If we do not do that then when the timeout was hit, then the append method would normally not be invoked, meaning the Content Enricher did not merge/change the message.

In XML DSL you would configure the strategyMethodAllowNull option and set it to true as shown below:

Different body types

When for example using strategyMethodAllowNull as true, then the parameter types of the message bodies does not have to be the same. For example suppose we want to aggregate from a com.foo.User type to a List<String> that contains the user name. We could code a POJO doing this as follows:

Notice that the return type is a List which we want to contain the user names. The 1st parameter is the list of names, and then notice the 2nd parameter is the incoming com.foo.User type.

See also

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