Cas*_*sie 1 apache-kafka apache-spark kubernetes kubernetes-helm
我一直在尝试使用Helm 图表来部署 Kafka 。所以我为 Kafka Pod 定义了 NodePort 服务。我使用相同的主机和端口检查了控制台 Kafka 生产者和消费者 - 它们工作正常。但是,当我创建 Spark 应用程序作为数据消费者并创建 Kafka 作为生产者时,它们无法连接到 Kafka service0。我使用 minikube ip (而不是节点 ip)作为主机和服务 NodePort 端口。尽管在 Spark 日志中,我看到 NodePort 服务解析端点,并且代理被发现为 pod 寻址和端口:
INFO AbstractCoordinator: [Consumer clientId=consumer-1, groupId=avro_data] Discovered group coordinator 172.17.0.20:9092 (id: 2147483645 rack: null)
INFO ConsumerCoordinator: [Consumer clientId=consumer-1, groupId=avro_data] Revoking previously assigned partitions []
INFO AbstractCoordinator: [Consumer clientId=consumer-1, groupId=avro_data] (Re-)joining group
WARN NetworkClient: [Consumer clientId=consumer-1, groupId=avro_data] Connection to node 2147483645 (/172.17.0.20:9092) could not be established. Broker may not be available.
INFO AbstractCoordinator: [Consumer clientId=consumer-1, groupId=avro_data] Group coordinator 172.17.0.20:9092 (id: 2147483645 rack: null) is unavailable or invalid, will attempt rediscovery
WARN NetworkClient: [Consumer clientId=consumer-1, groupId=avro_data] Connection to node 2 (/172.17.0.20:9092) could not be established. Broker may not be available.
WARN NetworkClient: [Consumer clientId=consumer-1, groupId=avro_data] Connection to node 0 (/172.17.0.12:9092) could not be established. Broker may not be available.
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如何改变这种行为?
NodePort 服务定义如下所示:
kind: Service
apiVersion: v1
metadata:
name: kafka-service
spec:
selector:
app: cp-kafka
release: my-confluent-oss
ports:
- protocol: TCP
targetPort: 9092
port: 32400
nodePort: 32400
type: NodePort
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Spark消费者配置:
def kafkaParams() = Map[String, Object](
"bootstrap.servers" -> "192.168.99.100:32400",
"schema.registry.url" -> "http://192.168.99.100:8081",
"key.deserializer" -> classOf[StringDeserializer],
"value.deserializer" -> classOf[KafkaAvroDeserializer],
"group.id" -> "avro_data",
"auto.offset.reset" -> "earliest",
"enable.auto.commit" -> (false: java.lang.Boolean)
)
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卡夫卡生产者配置:
props.put("bootstrap.servers", "192.168.99.100:32400")
props.put("client.id", "avro_data")
props.put("key.serializer", "org.apache.kafka.common.serialization.StringSerializer")
props.put("value.serializer", "io.confluent.kafka.serializers.KafkaAvroSerializer")
props.put("schema.registry.url", "http://192.168.99.100:32500")
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Kafka 的所有 K8s 服务:
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
kafka-service NodePort 10.99.113.234 <none> 32400:32400/TCP 6m34s
kubernetes ClusterIP 10.96.0.1 <none> 443/TCP 27d
my-confluent-oss-cp-kafka ClusterIP 10.100.156.108 <none> 9092/TCP 102m
my-confluent-oss-cp-kafka-connect ClusterIP 10.99.78.89 <none> 8083/TCP 102m
my-confluent-oss-cp-kafka-headless ClusterIP None <none> 9092/TCP 102m
my-confluent-oss-cp-kafka-rest ClusterIP 10.100.152.109 <none> 8082/TCP 102m
my-confluent-oss-cp-ksql-server ClusterIP 10.96.249.202 <none> 8088/TCP 102m
my-confluent-oss-cp-schema-registry ClusterIP 10.109.27.45 <none> 8081/TCP 102m
my-confluent-oss-cp-zookeeper ClusterIP 10.102.182.90 <none> 2181/TCP 102m
my-confluent-oss-cp-zookeeper-headless ClusterIP None <none> 2888/TCP,3888/TCP 102m
schema-registry-service NodePort 10.103.100.64 <none> 32500:32500/TCP 33m
zookeeper-np NodePort 10.98.180.130 <none> 32181:32181/TCP 53m
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当我尝试从外部访问在 minikube 上运行的kafka 代理( cp-helm-chart )时,我遇到了类似的问题。
这是我如何解决的。在使用 helm install 从本地存储库安装之前。
现在,您可以通过将 bootstrap.servers 指向 196.169.99.100:31090 从外部访问在 k8s 集群中运行的 kafka 代理
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