Aggregate
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 Aggregate EIP supports 27 options which are listed below:
Name | Description | Default | Type |
---|---|---|---|
correlationExpression |
Required The expression used to calculate 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. |
ExpressionSubElementDefinition |
|
completionPredicate |
A Predicate to indicate when an aggregated exchange is complete. If this is not specified and the AggregationStrategy object implements Predicate, the aggregationStrategy object will be used as the completionPredicate. |
ExpressionSubElementDefinition |
|
completionTimeoutExpression |
Time in millis that an aggregated exchange should be inactive before its complete (timeout). 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. By default the timeout checker runs every second, you can use the completionTimeoutCheckerInterval option to configure how frequently to run the checker. The timeout is an approximation and there is no guarantee that the a timeout is triggered exactly after the timeout value. It is not recommended to use very low timeout values or checker intervals. |
ExpressionSubElementDefinition |
|
completionSizeExpression |
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. |
ExpressionSubElementDefinition |
|
optimisticLockRetryPolicy |
Allows to configure retry settings when using optimistic locking. |
OptimisticLockRetryPolicyDefinition |
|
parallelProcessing |
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. |
false |
Boolean |
optimisticLocking |
Turns on using optimistic locking, which requires the aggregationRepository being used, is supporting this by implementing org.apache.camel.spi.OptimisticLockingAggregationRepository . |
false |
Boolean |
executorServiceRef |
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. |
String |
|
timeoutCheckerExecutorServiceRef |
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. |
String |
|
aggregationRepositoryRef |
Sets the custom aggregate repository to use. Will by default use org.apache.camel.processor.aggregate.MemoryAggregationRepository |
String |
|
strategyRef |
A reference to lookup the AggregationStrategy in the Registry. Configuring an AggregationStrategy is required, and 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. |
String |
|
strategyMethodName |
This option can be used to explicit declare the method name to use, when using POJOs as the AggregationStrategy. |
String |
|
strategyMethodAllowNull |
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. |
false |
Boolean |
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. |
Integer |
|
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. |
String |
|
completionTimeout |
Time in millis that an aggregated exchange should be inactive before its complete (timeout). 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. By default the timeout checker runs every second, you can use the completionTimeoutCheckerInterval option to configure how frequently to run the checker. The timeout is an approximation and there is no guarantee that the a timeout is triggered exactly after the timeout value. It is not recommended to use very low timeout values or checker intervals. |
String |
|
completionTimeoutCheckerInterval |
Interval in millis that is used by the background task that checks for timeouts ( org.apache.camel.TimeoutMap ). By default the timeout checker runs every second. The timeout is an approximation and there is no guarantee that the a timeout is triggered exactly after the timeout value. It is not recommended to use very low timeout values or checker intervals. |
1s |
String |
completionFromBatchConsumer |
Enables the batch completion mode where we aggregate from a org.apache.camel.BatchConsumer and aggregate the total number of exchanges the org.apache.camel.BatchConsumer has reported as total by checking the exchange property org.apache.camel.Exchange#BATCH_COMPLETE when its complete. This option cannot be used together with discardOnAggregationFailure. |
false |
Boolean |
completionOnNewCorrelationGroup |
Enables completion on all previous groups when a new incoming correlation group. This can for example be used to complete groups with same correlation keys when they are in consecutive order. Notice when this is enabled then only 1 correlation group can be in progress as when a new correlation group starts, then the previous groups is forced completed. |
false |
Boolean |
eagerCheckCompletion |
Use eager completion checking which means that the completionPredicate will use the incoming Exchange. As opposed to without eager completion checking the completionPredicate will use the aggregated Exchange. |
false |
Boolean |
ignoreInvalidCorrelationKeys |
If a correlation key cannot be successfully evaluated it will be ignored by logging a DEBUG and then just ignore the incoming Exchange. |
false |
Boolean |
closeCorrelationKeyOnCompletion |
Closes a correlation key when its complete. Any late received exchanges which has a correlation key that has been closed, it will be defined and a ClosedCorrelationKeyException is thrown. |
Integer |
|
discardOnCompletionTimeout |
Discards the aggregated message on completion timeout. This means on timeout the aggregated message is dropped and not sent out of the aggregator. |
false |
Boolean |
discardOnAggregationFailure |
Discards the aggregated message when aggregation failed (an exception was thrown from AggregationStrategy . This means the partly aggregated message is dropped and not sent out of the aggregator. This option cannot be used together with completionFromBatchConsumer. |
false |
Boolean |
forceCompletionOnStop |
Indicates to complete all current aggregated exchanges when the context is stopped |
false |
Boolean |
completeAllOnStop |
Indicates to wait to complete all current and partial (pending) aggregated exchanges when the context is stopped. This also means that we will wait for all pending exchanges which are stored in the aggregation repository to complete so the repository is empty before we can stop. You may want to enable this when using the memory based aggregation repository that is memory based only, and do not store data on disk. When this option is enabled, then the aggregator is waiting to complete all those exchanges before its stopped, when stopping CamelContext or the route using it. |
false |
Boolean |
aggregateControllerRef |
To use a org.apache.camel.processor.aggregate.AggregateController to allow external sources to control this aggregator. |
String |
Worker pools
The aggregate EIP will always use a worker pool, that is used to process all the outgoing messages from the aggregator. The worker pool is determined accordingly:
-
If a custom
ExecutorService
has been configured, then this is used as worker pool. -
If
paralellelProcessing=true
then a default worker pool (is 10 worker threads by default) is created. However the thread pool size and other configurations can be configured using thread pool profiles. -
Otherwise a single threaded worker pool is created.
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.
In the aggregate method, do not create a new exchange instance to return, instead return either the old or new exchange from the input parameters; favor returning the old exchange whenever possible. |
Here are a few example AggregationStrategy
implementations that should
help you create your own custom strategy.
//simply combines Exchange String body values using '+' as a delimiter
class StringAggregationStrategy 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(oldBody + "+" + newBody);
return oldExchange;
}
}
//simply combines Exchange body values into an ArrayList<Object>
class ArrayListAggregationStrategy implements AggregationStrategy {
public Exchange aggregate(Exchange oldExchange, Exchange newExchange) {
Object newBody = newExchange.getIn().getBody();
ArrayList<Object> list = null;
if (oldExchange == null) {
list = new ArrayList<Object>();
list.add(newBody);
newExchange.getIn().setBody(list);
return newExchange;
} else {
list = oldExchange.getIn().getBody(ArrayList.class);
list.add(newBody);
return oldExchange;
}
}
}
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. The configured aggregationStrategy can implement the Predicate interface and will be used as the completionPredicate if no completionPredicate is configured. The configured aggregationStrategy can override the
preComplete
method and will be used as the completionPredicate in pre-complete check mode. See further below for more details. -
completionFromBatchConsumer - Special option for Batch Consumer which allows you to complete when all the messages from the batch has been aggregated.
-
forceCompletionOnStop - Indicates to complete all current aggregated exchanges when the context is stopped
-
Using a
AggregateController
- which allows to use an external source to complete groups or all groups. This can be done using Java or JMX API.
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.
Pre-completion mode
There can be use-cases where you want the incoming
Exchange to determine if the correlation group
should pre-complete, and then the incoming
Exchange is starting a new group from scratch. o
determine this the AggregationStrategy
must override the canPreComplete
method
which has to return true
.
/**
* Determines if the aggregation should complete the current group, and start a new group, or the aggregation
* should continue using the current group.
*
* @param oldExchange the oldest exchange (is <tt>null</tt> on first aggregation as we only have the new exchange)
* @param newExchange the newest exchange (can be <tt>null</tt> if there was no data possible to acquire)
* @return <tt>true</tt> to complete current group and start a new group, or <tt>false</tt> to keep using current
*/
boolean preComplete(Exchange oldExchange, Exchange newExchange);
If the preComplete method returns true, then the existing groups is completed (without aggregating the incoming exchange (newExchange). And then the newExchange is used to start the correlation group from scratch so the group would contain only that new incoming exchange. This is known as pre-completion mode. And when the aggregation is in pre-completion mode, then only the following completions are in use
-
completionTimeout or completionInterval can also be used as fallback completions
-
any other completion are not used (such as by size, from batch consumer etc)
-
eagerCheckCompletion is implied as true, but the option has no effect
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
LevelDB, or SQL Component components.
Using TimeoutAwareAggregationStrategy
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
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.
Completing current group decided from the AggregationStrategy
The AggregationStrategy
can now included a property on the
returned Exchange
that contains a boolean to indicate if the current
group should be completed. This allows to overrule any existing
completion predicates / sizes / timeouts etc, and complete the group.
For example the following logic (from an unit test) will complete the
group if the message body size is larger than 5. This is done by setting
the exchange property Exchange.AGGREGATION_COMPLETE_CURRENT_GROUP
to true
.
public final class MyCompletionStrategy implements AggregationStrategy {
@Override
public Exchange aggregate(Exchange oldExchange, Exchange newExchange) {
if (oldExchange == null) {
return newExchange;
}
String body = oldExchange.getIn().getBody(String.class) + "+"
+ newExchange.getIn().getBody(String.class);
oldExchange.getIn().setBody(body);
if (body.length() >= 5) {
oldExchange.setProperty(Exchange.AGGREGATION_COMPLETE_CURRENT_GROUP, true);
}
return oldExchange;
}
}
Completing all previous group decided from the AggregationStrategy
The AggregationStrategy
can now included a property on the
returned Exchange
that contains a boolean to indicate if all previous
groups should be completed. This allows to overrule any existing
completion predicates / sizes / timeouts etc, and complete all the existing
previous group.
For example the following logic (from an unit test) will complete all the
previous group when a new aggregation group is started. This is done by
setting the property Exchange.AGGREGATION_COMPLETE_ALL_GROUPS
to true
.
public final class MyCompletionStrategy implements AggregationStrategy {
@Override
public Exchange aggregate(Exchange oldExchange, Exchange newExchange) {
if (oldExchange == null) {
// we start a new correlation group, so complete all previous groups
newExchange.setProperty(Exchange.AGGREGATION_COMPLETE_ALL_GROUPS, true);
return newExchange;
}
String body1 = oldExchange.getIn().getBody(String.class);
String body2 = newExchange.getIn().getBody(String.class);
oldExchange.getIn().setBody(body1 + body2);
return oldExchange;
}
}
Manually Force the Completion of All Aggregated Exchanges Immediately
You can manually trigger completion of all current aggregated exchanges
by sending an exchange containing the exchange property
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.
You can alternatively set the exchange property
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
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 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 AggregateController
The org.apache.camel.processor.aggregate.AggregateController
allows
you to control the aggregate at runtime using Java or JMX API. This can
be used to force completing groups of exchanges, or query its current
runtime statistics.
The aggregator provides a default implementation if no custom have been
configured, which can be accessed using getAggregateController()
method.
Though it may be easier to configure a controller in the route using
aggregateController
as shown below:
private AggregateController controller = new DefaultAggregateController();
from("direct:start")
.aggregate(header("id"), new MyAggregationStrategy())
.completionSize(10).id("myAggregator")
.aggregateController(controller)
.to("mock:aggregated");
Then there is API on AggregateController to force completion. For example to complete a group with key foo
int groups = controller.forceCompletionOfGroup("foo");
The number return would be the number of groups completed. In this case it would be 1 if the foo group existed and was completed. If foo does not exists then 0 is returned.
There is also an api to complete all groups
int groups = controller.forceCompletionOfAllGroups();
To configure this from XML DSL
<bean id="myController" class="org.apache.camel.processor.aggregate.DefaultAggregateController"/>
<camelContext xmlns="http://camel.apache.org/schema/spring">
<route>
<from uri="direct:start"/>
<aggregate strategyRef="myAppender" completionSize="10"
aggregateControllerRef="myController">
<correlationExpression>
<header>id</header>
</correlationExpression>
<to uri="mock:result"/>
</aggregate>
</route>
</camelContext>
There is also JMX API on the aggregator which is available under the processors node in the Camel JMX tree.
Using GroupedExchangeAggregationStrategy
In the route below we group all the exchanges together using
GroupedExchangeAggregationStrategy
:
from("direct:start")
// aggregate all using same expression and group the
// exchanges so we get one single exchange containing all
// the others
.aggregate(new GroupedExchangeAggregationStrategy()).constant(true)
// wait for 0.5 seconds to aggregate
.completionTimeout(500L).to("mock:result");
As a result we have one outgoing Exchange
being
routed to the "mock:result"
endpoint. The exchange is a holder
containing all the incoming Exchanges.
The output of the aggregator will then contain the exchanges grouped together in a list as shown below:
List<Exchange> grouped = exchange.getIn().getBody(List.class);
Using POJOs as AggregationStrategy
To use the AggregationStrategy
you had to implement the
org.apache.camel.AggregationStrategy
interface,
which means your logic would be tied to the Camel API.
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 thenewExchange
-
.. 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
:
public String append(String existing, String next) {
return existing + next;
}
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:
public String append(String existing, Map existingHeaders, String next, Map nextHeaders) {
return existing + next;
}
And finally if we have 6 parameters the we also have the properties of the Exchanges:
public String append(String existing, Map existingHeaders, Map existingProperties,
String next, Map nextHeaders, Map nextProperties) {
return existing + next;
}
To use this with the Aggregate EIP we can use a POJO with the aggregate logic as follows:
public class MyBodyAppender {
public String append(String existing, String next) {
return next + existing;
}
}
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.builder.AggregationStrategies
as shown:
private MyBodyAppender appender = new MyBodyAppender();
public void configure() throws Exception {
from("direct:start")
.aggregate(constant(true), AggregationStrategies.bean(appender, "append"))
.completionSize(3)
.to("mock:result");
}
We can also provide the bean type directly:
public void configure() throws Exception {
from("direct:start")
.aggregate(constant(true), AggregationStrategies.bean(MyBodyAppender.class, "append"))
.completionSize(3)
.to("mock:result");
}
And if the bean has only one method we do not need to specify the name of the method:
public void configure() throws Exception {
from("direct:start")
.aggregate(constant(true), AggregationStrategies.bean(MyBodyAppender.class))
.completionSize(3)
.to("mock:result");
}
And the append
method could be static:
public class MyBodyAppender {
public static String append(String existing, String next) {
return next + existing;
}
}
If you are using XML DSL then we need to declare a <bean> with the POJO:
<bean id="myAppender" class="com.foo.MyBodyAppender"/>
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:
<camelContext xmlns="http://camel.apache.org/schema/spring">
<route>
<from uri="direct:start"/>
<aggregate strategyRef="myAppender" strategyMethodName="append" completionSize="3">
<correlationExpression>
<constant>true</constant>
</correlationExpression>
<to uri="mock:result"/>
</aggregate>
</route>
</camelContext>
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 EIP 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
.
public void configure() throws Exception {
AggregationStrategyBeanAdapter myStrategy = new AggregationStrategyBeanAdapter(appender, "append");
myStrategy.setAllowNullOldExchange(true);
myStrategy.setAllowNullNewExchange(true);
from("direct:start")
.pollEnrich("seda:foo", 1000, myStrategy)
.to("mock:result");
}
This can be configured a bit easier using the beanAllowNull
method
from AggregationStrategies
as shown:
public void configure() throws Exception {
from("direct:start")
.pollEnrich("seda:foo", 1000, AggregationStrategies.beanAllowNull(appender, "append"))
.to("mock:result");
}
Then the append
method in the POJO would need to deal with the
situation that newExchange
can be null:
public class MyBodyAppender {
public String append(String existing, String next) {
if (next == null) {
return "NewWasNull" + existing;
} else {
return existing + next;
}
}
}
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:
<camelContext xmlns="http://camel.apache.org/schema/spring">
<route>
<from uri="direct:start"/>
<aggregate strategyRef="myAppender"
strategyMethodName="append"
strategyMethodAllowNull="true"
completionSize="3">
<correlationExpression>
<constant>true</constant>
</correlationExpression>
<to uri="mock:result"/>
</aggregate>
</route>
</camelContext>
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:
public static final class MyUserAppender {
public List addUsers(List names, User user) {
if (names == null) {
names = new ArrayList();
}
names.add(user.getName());
return names;
}
}
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.