Apache Kafka Source Example¶
Tutorial on how to build and deploy a KafkaSource
event source.
Background¶
The KafkaSource
reads all the messages, from all partitions, and sends those messages as CloudEvents via HTTP to its configured sink
.
Note
If need a more sophisticated Kafka Consumer, with direct access to specific partitions or offsets, you can implement a Kafka Consumer by using one of the available Apache Kafka SDKs.
Installing the Kafka event source CRD¶
- A Kubernetes cluster with the Kafka event source installed. You can install the Kafka event source by using YAML or the Knative Operator.
Optional: Create a Kafka topic¶
-
If you are using Strimzi, create a KafkaTopic:
apiVersion: kafka.strimzi.io/v1beta2 kind: KafkaTopic metadata: name: knative-demo-topic namespace: kafka labels: strimzi.io/cluster: my-cluster spec: partitions: 3 replicas: 1 config: retention.ms: 7200000 segment.bytes: 1073741824
-
Deploy the
KafkaTopic
by running the command:kubectl apply -f <filename>.yaml
Where
<filename>
is the name of your KafkaTopic YAML file.Example output:
kafkatopic.kafka.strimzi.io/knative-demo-topic created
-
Ensure that the
KafkaTopic
is running, by running the command:kubectl -n kafka get kafkatopics.kafka.strimzi.io
Example output:
NAME AGE knative-demo-topic 16s
Create a Service¶
-
Clone the sample code Github repository, and navigate to the local directory of the repository:
git clone -b "release-0.26" https://github.com/knative/docs knative-docs
cd knative-docs/docs/eventing/samples/kafka/source
-
Create the
event-display
Service as a YAML file:apiVersion: serving.knative.dev/v1 kind: Service metadata: name: event-display namespace: default spec: template: spec: containers: - # This corresponds to # https://github.com/knative/eventing/tree/main/cmd/event_display/main.go image: gcr.io/knative-releases/knative.dev/eventing/cmd/event_display
-
Apply the YAML file by running the command:
kubectl apply -f <filename>.yaml
Where
<filename>
is the name of the file you created in the previous step.Example output:
service.serving.knative.dev/event-display created
-
Ensure that the Service pod is running, by running the command:
kubectl get pods
The pod name is prefixed with
event-display
:NAME READY STATUS RESTARTS AGE event-display-00001-deployment-5d5df6c7-gv2j4 2/2 Running 0 72s
Kafka event source¶
-
Modify
source/event-source.yaml
accordingly with bootstrap servers, topics, etc...:apiVersion: sources.knative.dev/v1beta1 kind: KafkaSource metadata: name: kafka-source spec: consumerGroup: knative-group bootstrapServers: - my-cluster-kafka-bootstrap.kafka:9092 # note the kafka namespace topics: - knative-demo-topic sink: ref: apiVersion: serving.knative.dev/v1 kind: Service name: event-display
-
Deploy the event source:
kubectl apply -f event-source.yaml
Example output:
kafkasource.sources.knative.dev/kafka-source created
-
Check that the event source pod is running:
kubectl get pods
The pod name will be prefixed with
kafka-source
:NAME READY STATUS RESTARTS AGE kafka-source-xlnhq-5544766765-dnl5s 1/1 Running 0 40m
-
Ensure that the Kafka event source started with the necessary configuration:
kubectl logs --selector='knative-eventing-source-name=kafka-source' {"level":"info","ts":"2020-05-28T10:39:42.104Z","caller":"adapter/adapter.go:81","msg":"Starting with config: ","Topics":".","ConsumerGroup":"...","SinkURI":"...","Name":".","Namespace":"."}
Verify¶
-
Produce a message (
{"msg": "This is a test!"}
) to the Apache Kafka topic as in the following example:kubectl -n kafka run kafka-producer -ti --image=strimzi/kafka:0.14.0-kafka-2.3.0 --rm=true --restart=Never -- bin/kafka-console-producer.sh --broker-list my-cluster-kafka-bootstrap:9092 --topic knative-demo-topic
Tip
If you don't see a command prompt, try pressing enter.
-
Check that the Kafka event source consumed the message and sent it to its sink properly. Since these logs are captured in debug level, edit the key
level
ofconfig-logging
configmap inknative-sources
namespace to look like this:data: loglevel.controller: info loglevel.webhook: info zap-logger-config: | { "level": "debug", "development": false, "outputPaths": ["stdout"], "errorOutputPaths": ["stderr"], "encoding": "json", "encoderConfig": { "timeKey": "ts", "levelKey": "level", "nameKey": "logger", "callerKey": "caller", "messageKey": "msg", "stacktraceKey": "stacktrace", "lineEnding": "", "levelEncoder": "", "timeEncoder": "iso8601", "durationEncoder": "", "callerEncoder": "" } }
-
Manually delete the Kafka source deployment and allow the
kafka-controller-manager
deployment running in theknative-sources
namespace to redeploy it. Debug level logs should be visible now.kubectl logs --selector='knative-eventing-source-name=kafka-source'
Example output:
{"level":"debug","ts":"2020-05-28T10:40:29.400Z","caller":"kafka/consumer_handler.go:77","msg":"Message claimed","topic":".","value":"."} {"level":"debug","ts":"2020-05-28T10:40:31.722Z","caller":"kafka/consumer_handler.go:89","msg":"Message marked","topic":".","value":"."}
-
Verify that the Service received the message from the event source:
kubectl logs --selector='serving.knative.dev/service=event-display' -c user-container
Example output:
☁️ cloudevents.Event Validation: valid Context Attributes, specversion: 1.0 type: dev.knative.kafka.event source: /apis/v1/namespaces/default/kafkasources/kafka-source#my-topic subject: partition:0#564 id: partition:0/offset:564 time: 2020-02-10T18:10:23.861866615Z datacontenttype: application/json Extensions, key: Data, { "msg": "This is a test!" }
Clean up steps¶
-
Delete the Kafka event source:
kubectl delete -f source/source.yaml kafkasource.sources.knative.dev
Example output:
"kafka-source" deleted
-
Delete the
event-display
Service:kubectl delete -f source/event-display.yaml service.serving.knative.dev
Example output:
"event-display" deleted
-
Remove the Kafka event controller:
kubectl delete -f https://storage.googleapis.com/knative-releases/eventing-contrib/latest/kafka-source.yaml
Example output:
serviceaccount "kafka-controller-manager" deleted clusterrole.rbac.authorization.k8s.io "eventing-sources-kafka-controller" deleted clusterrolebinding.rbac.authorization.k8s.io "eventing-sources-kafka-controller" deleted customresourcedefinition.apiextensions.k8s.io "kafkasources.sources.knative.dev" deleted service "kafka-controller" deleted statefulset.apps "kafka-controller-manager" deleted
-
Optional: Remove the Apache Kafka Topic
kubectl delete -f kafka-topic.yaml
Example output:
kafkatopic.kafka.strimzi.io "knative-demo-topic" deleted
Optional: Specify the key deserializer¶
When KafkaSource
receives a message from Kafka, it dumps the key in the Event
extension called Key
and dumps Kafka message headers in the extensions
starting with kafkaheader
.
You can specify the key deserializer among four types:
string
(default) for UTF-8 encoded stringsint
for 32-bit & 64-bit signed integersfloat
for 32-bit & 64-bit floating pointsbyte-array
for a Base64 encoded byte array
To specify the key deserializer, add the label kafkasources.sources.knative.dev/key-type
to the KafkaSource
definition, as shown in the following example:
apiVersion: sources.knative.dev/v1beta1
kind: KafkaSource
metadata:
name: kafka-source
labels:
kafkasources.sources.knative.dev/key-type: int
spec:
consumerGroup: knative-group
bootstrapServers:
- my-cluster-kafka-bootstrap.kafka:9092 # note the kafka namespace
topics:
- knative-demo-topic
sink:
ref:
apiVersion: serving.knative.dev/v1
kind: Service
name: event-display
Optional: Specify the initial offset¶
By default the KafkaSource
starts consuming from the latest
offset in each partition. In case you want to consume from the earliest offset, set the initialOffset field to earliest
.
apiVersion: sources.knative.dev/v1beta1
kind: KafkaSource
metadata:
name: kafka-source
spec:
consumerGroup: knative-group
initialOffset: earliest
bootstrapServers:
- my-cluster-kafka-bootstrap.kafka:9092 # note the kafka namespace
topics:
- knative-demo-topic
sink:
ref:
apiVersion: serving.knative.dev/v1
kind: Service
name: event-display
Note
Valid values for initialOffset
is earliest
or latest
, any other value would result in a validation error. This field will be honored only if there are no prior committed offsets for that consumer group.
Connecting to a TLS-enabled Kafka broker¶
The KafkaSource supports TLS and SASL authentication methods. To enable TLS authentication, you must have the following files:
- CA Certificate
- Client Certificate and Key
KafkaSource expects these files to be in pem format, if it is in other format like jks, please convert to pem.
-
Create the certificate files as secrets in the namespace where KafkaSource is going to be set up, by running the commands:
kubectl create secret generic cacert --from-file=caroot.pem secret/cacert created
kubectl create secret tls kafka-secret --cert=certificate.pem --key=key.pem secret/key created
-
Apply the KafkaSource. Modify the
bootstrapServers
andtopics
fields accordingly.apiVersion: sources.knative.dev/v1beta1 kind: KafkaSource metadata: name: kafka-source-with-tls spec: net: tls: enable: true cert: secretKeyRef: key: tls.crt name: kafka-secret key: secretKeyRef: key: tls.key name: kafka-secret caCert: secretKeyRef: key: caroot.pem name: cacert consumerGroup: knative-group bootstrapServers: - my-secure-kafka-bootstrap.kafka:443 topics: - knative-demo-topic sink: ref: apiVersion: serving.knative.dev/v1 kind: Service name: event-display