I am working on Kafka --> Prometheus --> Grafana pipeline. I have java application which send message inside a kafka topic. But in prometheus it shows only the message count of topic. I am running an instance of JMX Exporter when I run Kafka.
export JMX_YAML=/home/kafka_2.12-2.3.0/prometheus/kafka-0-8-2.yml
export JMX_JAR=/home/kafka_2.12-2.3.0/prometheus/jmx_prometheus_javaagent-0.6.jar
export KAFKA_OPTS="$KAFKA_OPTS -javaagent:$JMX_JAR=7076:$JMX_YAML"
bin/kafka-server-start.sh config/server.properties
But I need to read the topic data in prometheus. Is there any direct Kafka to Prometheus importer?
I have heard about "Kafka Connect framework"? How to configure it inside prometheus?
Prometheus doesn't run Kafka Connect; you would have to configure that separately.
Also, Prometheus is pulled based, so you at the very least would have to use PushGateway, assuming a Kafka Connector did exist.
If you just want to ultimately display data in Grafana, there are existing connectors for Elasticsearch, Influx, Cassandra, and most JDBC databases
Telegraf or Logstash could be used as alternatives to Kafka Connect, as well, or you can write your own consumer.
Related
I want to monitor kafka topic message in prometheus. I will be using kafka connect for the same, but I want to understand how to get the message content details in prometheus tsdb.
You would need to use PushGateway since Prometheus scrapes endpoints, and has no Kafka consumer API. Similarly, Kafka Connect Sinks don't tend to populate any internal metrics server, other than their native JMX server. In other words, JMX Exporter won't let you "see Kafka messages".
There are HTTP Kafka Connect sinks that exist, and you should try using them to send data to PushGateway API.
However, this is a poor use-case for Prometheus.
InfluxDB, for example, can be populated by a Telegraf Kafka consumer (or Kafka Connect), or Elasticsearch by LogStash (or Kafka Connect).
Then Grafana can use Influx or Elasticseach as a datasource to view events... Or it can also use a regular RDBMS
Can we configure Prometheus to push data to Kafka?
If not, is there a Prometheus source connector available that could be run on Kafka Connect?
In the Prometheus Integration documentation, it links to a project for writing to Kafka as a remote store.
My pipeline is:
Kerberized Kafka --> Logstash (hosted on a different server) --> Splunk.
Can I replace the Logstash component with Kafka Connect?
Could you point me to a resource/guide where I can use kerberized Kafka as a source for my Kafka connect (which is hosted separately)?
From the documentation, what I understood is that if Kafka Connect is hosted on the same cluster as that of Kafka, that's quite possible. But I don't have that option right now, as our Kafka cluster is multi-tenant and hence not approved for additional processes on the cluster.
Kerberos keytabs aren't commonly machine/JVM specific, so yes, Kafka Connect should be able to be configured very similarly to Logstash since both are JVM processes using native Kafka protocol.
You shouldn't run Connect on the brokers anyway
If you can't add Kafka Connect to an existing Kafka cluster, you will have to spin up a separate Kafka Connect (Cluster or standalone).
I've written about it here: enter link description here
I am using Kafka MSK in AWS. So we don't have native kafka connect with all required connectors like on confluent.
Actually I work with kakfa mongo connector and I want to find a way to push the kafka mongo connector jar to an on an instance of kafka MSK cluster.
The path to which the jar will be pushed is the plugins.path as defined in the properties of the used connector.
ANy way to make it please ?
MSK doesn't give you a hosted Kafka Connect worker. You'd need to provision and run this yourself, e.g. on EC2. This work would then connect to your Kafka cluster (MSK in this case)
To be clear: MSK is only the hosted Kafka brokers (and Zookeeper). It does not include Kafka Connect, which is what you need in order to run connectors.
I am using confluent HDFS sink connector and would like to know how to get consumer properties to expose through either JMX or REST API.
I checked the following two properties, however, I don't know how to expose metrics to jmx port
connect-standalone.properties
consumer.properties
Set JMX_PORT when you launch Kafka Connect. e.g.
export JMX_PORT=4242
./bin/connect-distributed ./etc/kafka/connect-distributed.properties
You can then connect to JMX using JConsole, JMXTerm, etc.
Had the same issue a few days back - this stackoverflow link has one way how the issue was resolved. It was able to expose the metrics using jmx exporter, which got scraped by Prometheus.