NATS Jetstream

NATS Jetstream connector is available in Fission 1.17 or higher.

This tutorial will demonstrate how to use a NATS Jetstream trigger to invoke a function. We’ll assume you have Fission and Kubernetes installed. If not, please head over to the install guide.

You will also need NATS server setup which is reachable from the Fission Kubernetes cluster.

Installation

If you want to set up NATS Jetstream server on the Kubernetes cluster, you can use the information here or you can check the documentation for nats jetstream docs. You can also set up NATS jetstream server with this yaml file.(Monitoring is already configured)

NATS jetstream keda connector uses NATS monitoring to scale the deployment, to enable monitoring in nats we need to pass flags as below, you can get more information here

-m, --http_port PORT             HTTP PORT for monitoring
-ms,--https_port PORT            Use HTTPS PORT for monitoring

$ kubectl apply -f jetstream-server.yaml
$ kubectl apply -f jetstream-server.yaml
  deployment.apps/nats-jetstream-deployment created
  service/nats-jetstream created

$ kubectl get po
NAME                                       READY   STATUS    RESTARTS   AGE
nats-jetstream-deployment-9b588f5d-vb2fv   1/1     Running   1          5h40m

You can find the above file here.

Verify if monitoring endpoint is reachable by exec into any container

$ kubectl create deployment test --image=nginx
$ kubectl exec -it test-844b65666c-8kppc /bin/bash
$ curl nats-jetstream.default.svc.cluster.local:8222

the response should be a success response code.

Overview

Before we dive into details, let’s walk through overall flow of event and functions involved.

1. A Go producer function (producer) which acts as a producer creates a stream named input and stream subject named input.created. It then pushes some message to the created stream.
2. Fission NATS Jetstream trigger activates and invokes another function (consumer) with message received from producer. In our example we have named the function - helloworld.
3. The consumer function (helloworld) gets body of message and returns a response.
4. Fission NATS jetstream trigger takes the response of consumer function (helloworld) and drops the message in a response stream’s subject named output.response-topic. If there is an error, the message is dropped in error stream’s subject named erroutput.error-topic.

Building the app

Producer Function

The producer function is a go program which creates a message and drops into a NATS jetstream stream input. For brevity all values have been hard coded in the code itself. There are different ways of loading this function into cluster. We have created fission function here.

All the files required are present here.

Steps for deploying producer function:

fission environment create --name go --image fission/go-env-1.16 --builder fission/go-builder-1.16
fission fn create --name producer --env go --src "producer/*" --entrypoint Handler 

the above step creates an environment go and creates a producer function in it.

Go file

The go file mentioned above-

• creates a NATS connection and gets the Jetstream context
• creates the input stream, response and error response stream which are later required by the consumer
• publishes some data to the input stream

Consumer function

The consumer function is golang function which takes the body of the request, appends a “Hello” and returns the resulting string. The file is present here.

Let’s create function:

fission fn create --name helloworld --env go --src hello.go --entrypoint Handler

Connecting via trigger

We have both the functions ready but the connection between them is the missing glue. Let’s create a message queue trigger which will invoke the consumer func every time there is a message in input stream. The response will be sent to output stream and in case of consumerfunc invocation fails, the error is written to erroutput stream.

fission mqt create --name jetstreamtest --function helloworld --mqtype nats-jetstream --mqtkind keda --topic input.created --resptopic output.response-topic --errortopic erroutput.error-topic --maxretries 3 --metadata stream=input --metadata natsServerMonitoringEndpoint=nats-jetstream.default.svc.cluster.local:8222 --metadata natsServer=nats://nats-jetstream.default.svc.cluster.local:4222 --metadata consumer=fission_consumer

Parameter list:

• topic - Subject from which messages are read. It is generally of form - streamname.subjectname
• resptopic - Subject to write responses on success response. It is generally of form - response_stream_name.response_subject_name where streamname should be different than input stream.
• errortopic - Subject to write errors on failure. It is generally of form - err_response_stream_name.error_subject_name
• maxretries - Maximum number of times an http endpoint will be retried upon failure.
• stream - stream from which connector will read messages.
• natsServerMonitoringEndpoint - Location of the Nats Jetstream Monitoring
• natsServer- Location of the Nats Jetstream
• consumer - consumer is through which our system keeps monitoring the request. And creates resources(like pods) accordingly

Testing it out

Let’s invoke the producer function to insert some messages in input stream.

$ fission fn test --name=producer

sample output-

Order with OrderID:1 has been published
Order with OrderID:2 has been published
Order with OrderID:3 has been published
Successfully sent to request-topic

There are multiple ways to verify that the consumer function received the messages from input stream. Two are mentioned below-

• check for logs in the fission helloworld function’s pod

$ fission fn pod --name=helloworld
NAME                                         NAMESPACE         READY  STATUS   IP            EXECUTORTYPE  MANAGED  
poolmgr-go-default-6312601-6d6b85ff4f-b8m7g  fission-function  2/2    Running  10.244.0.188  poolmgr       false 

or

$ kubectl -n fission-function get pod -l functionName=helloworld
NAME                                          READY   STATUS        RESTARTS   AGE
poolmgr-go-default-6312601-6d6b85ff4f-b8m7g   2/2     Terminating   0          30m

Sample output:

$ kubectl -n fission-function logs -f -c go poolmgr-go-default-6312601-6d6b85ff4f-b8m7g 
2022/08/24 06:16:17 listening on 8888 ...
2022/08/24 06:42:23 specializing ...
2022/08/24 06:42:23 loading plugin from /userfunc/deployarchive/helloworld-eb3f240a-d6bb-4728-b806-f426ce0e255a-vyh8tf-oa1sgs
2022/08/24 06:42:23 done
Hello: Test1
Hello: Test2
Hello: Test3

• check jetstream pods logs-

$ kubectl logs deploy/jetstreamtest
{"level":"info","ts":1661322333.8198879,"caller":"app/main.go:90","msg":"Done processing message","messsage":"Hello Test1"}
{"level":"info","ts":1661322333.8208282,"caller":"app/main.go:90","msg":"Done processing message","messsage":"Hello Test2"}
{"level":"info","ts":1661322333.8217056,"caller":"app/main.go:90","msg":"Done processing message","messsage":"Hello Test3"}

Note

• Jetstream connector creates a push based subscriber to get the data. Make sure the consumer provided in mqt is of type pull. Also if the consumer is not present the connector will create it.
• The connector needs all the stream mentioned(topic,respTopic,errTopic streams) to be present otherwise it will fail. For this example we have created all these streams in producer function. So before publisher publishes the messages it also creates the required stream if not present.