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Introduction

Spring Cloud Function allows you to invoke function via RSocket. While you can read more about RSocket and it’s java implementation here, this section will describe the parts relevant to Spring Cloud Function integration.

Programming model

From the user perspective bringing RSocket does not change the implementation of functions or any of its features, such as type conversion, composition, POJO functions etc. And while RSocket allows first class reactive interaction over the network supporting important reactive features such as back pressure, users of Spring Cloud Function still have freedom to implement their business logic using reactive or imperative functions delegating any adjustment needed to apply proper invocation model to the framework.

To use RSocket integration all you need is to add spring-cloud-function-rsocket dependency to your classpath

<dependency>
	<groupId>org.springframework.cloud</groupId>
	<artifactId>spring-cloud-function-rsocket</artifactId>
 </dependency>

To interact with functions via RSocket we rely on Spring Boot support for RSocket and RSocketRequester.Builder API. The code below shows the key parts and you can get more details on various interaction models from this test case.

@Bean
public Function<String, String> uppercase() {
	return v -> v.toUpperCase();
}

. . .

RSocketRequester.Builder rsocketRequesterBuilder =
				applicationContext.getBean(RSocketRequester.Builder.class);

rsocketRequesterBuilder.tcp("localhost", port)
	.route(“uppercase")
	.data("\"hello\"")
	.retrieveMono(String.class)
	.subscribe(System.out::println);

Once connected to RSocket we use route operation to specify which function we want to invoke providing the actual payload via data operation. Then we use one of the retrieve operations that best suits our desired interaction (RSocket supports multiple interaction models such as fire-and-forget, request-reply etc.)

Order of priority for routing instructions

As you can see from the preceding examples, we provide function definition as a value to route(..) operator of RSocketRequester.Builder. However that is not the only way. You can also use standard spring.cloud.function.definition property as well as spring.cloud.function.routing-expression or property or MessageRoutingCallback on the server side of the RSocket interaction (see "Function Routing and Filtering" section of reference manual). This raises a question of order and priorities when it comes to reconsiling a conflict in the event several ways of providing definition are used. So it is a mater of clearly stating the rule which is:

1 - MessageRoutingCallback The MessageRoutingCallback takes precedence over all other ways of providing function definition resolution.

2 - spring.cloud.function.routing-expression The spring.cloud.function.routing-expression property takes next precedence. So, in the event you may have also use route(..) operator or spring.cloud.function.definition property, they will be ignored if spring.cloud.function.routing-expression property is provided.

3 - route(..) The next in line is route(..) operator. So in the event there are no spring.cloud.function.routing-expression property but you defined spring.cloud.function.definition property, it will be ignored in favor of definition provided by the route(..) operator.

4 - spring.cloud.function.definition The spring.cloud.function.definition property is the last in the list allowing you to simply route("") to empty string.

Messaging

If you want to provide and/or receive additional information that you would normally communicate via Message headers you can send and receive Spring Message. For example, the following tests case demonstrates how you can accomplish that.

Person p = new Person();
p.setName("Ricky");
Message<Person> message = MessageBuilder.withPayload(p).setHeader("someHeader", "foo").build();

Message<Employee> result = rsocketRequesterBuilder.tcp("localhost", port)
	.route("pojoMessageToPojo")
	.data(message)
	.retrieveMono(new ParameterizedTypeReference<Message<Employee>>() {})
	.block();

Aside from sending Message, note the usage of ParameterizedTypeReference to specify that we want not only Message in return but also Message with specific payload type.

Function Composition over RSocket (Distributed Function Composition)

By now you shoudl be familiar with the standard function composition feature (e.g., functionA|functionB|functionC). This feature allows you to compose several co-located functions into one. But what if these functions are not co-located and instead separated by the network?

With RSocket and our distributed function composition feature you can still do it. So let's look at the example.

Let's say we have uppercase function available to you locally and reverse function exposed via separate RSocket and you wan to compose uppercase and reverse into a single function. Had they been both available locally it would have been as simple as uppercase|reverse, but given that reverse function is not locally available we need a way to specify that in our composition instruction. For that we're using redirect operator. So it woudl look like this uppercase>localhost:2222, where localhost:2222 is the host/port combination where reverse function is hosted. What's interesting is that remote function can in itself be a result of function composition (local or remote), so effectively you are composing uppercase with whatever function definition (which could be composition) that is running on localhost:2222.

The complete example is available in this test case. And as you can see it is a bit more complex to showcase this feature. In this test we are composing reverse function with uppercase|concat function running remotely and then with wrap function running locally as if reverse|uppercase|concat|wrap. So you can see --spring.cloud.function.definition=reverse>localhost:" + portA + "|wrap" where localhost:" + portA points to another application context instance with --spring.cloud.function.definition=uppercase|concat. The result of the reverse function are sent to uppercase|concat function via RSocket and the result of that are fed into wrap function.

Samples

You can also look at one of the RSocket samples that is also introduces you to Cloud Events