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KoP - Kafka on Pulsar |
KoP (Kafka on Pulsar) brings the native Apache Kafka protocol support to Apache Pulsar by introducing a Kafka protocol handler on Pulsar brokers. By adding the KoP protocol handler to your existing Pulsar cluster, you can migrate your existing Kafka applications and services to Pulsar without modifying the code. This enables Kafka applications to leverage Pulsar’s powerful features, such as:
- Streamlined operations with enterprise-grade multi-tenancy
- Simplified operations with a rebalance-free architecture
- Infinite event stream retention with Apache BookKeeper and tiered storage
- Serverless event processing with Pulsar Functions
KoP, implemented as a Pulsar protocol handler plugin with the protocol name "kafka", is loaded when Pulsar broker starts. It helps reduce the barriers for people adopting Pulsar to achieve their business success by providing a native Kafka protocol support on Apache Pulsar. By integrating the two popular event streaming ecosystems, KoP unlocks new use cases. You can leverage advantages from each ecosystem and build a truly unified event streaming platform with Apache Pulsar to accelerate the development of real-time applications and services.
KoP implements the Kafka wire protocol on Pulsar by leveraging the existing components (such as topic discovery, the distributed log library - ManagedLedger, cursors and so on) that Pulsar already has.
The following figure illustrates how the Kafka-on-Pulsar protocol handler is implemented within Pulsar.
If you have an Apache Pulsar cluster, you can enable Kafka-on-Pulsar on your existing Pulsar cluster by downloading and installing the KoP protocol handler to Pulsar brokers directly. It takes three steps:
- Download KoP protocol handler, or build the
./kafka-impl/target/pulsar-protocol-handler-kafka-{{protocol:version}}.nar
file, and then copy it to your Pulsarprotocols
directory. - Set the configuration of the KoP protocol handler in Pulsar
broker.conf
orstandalone.conf
files. - Restart Pulsar brokers to load KoP protocol handler.
And then you can start your broker and use KoP. The followings are detailed instructions for each step.
This section describes how to get the KoP protocol handler.
StreamNative provide a ready-to-use KoP docker image. You can download the KoP protocol handler directly.
To build the KoP protocol handler from the source, follow thse steps.
-
Clone the KoP GitHub project to your local.
git clone https://github.com/streamnative/kop.git cd kop
-
Build the project.
mvn clean install -DskipTests
-
Get the
.nar
file in the following directory and copy it your Pulsarprotocols
directory. You need to create theprotocols
folder in Pulsar if it's the first time you use protocol handlers../kafka-impl/target/pulsar-protocol-handler-kafka-{{protocol:version}}.nar
After you copy the .nar
file to your Pulsar /protocols
directory, you need to configure the Pulsar broker to run the KoP protocol handler as a plugin by adding configurations in the Pulsar configuration file broker.conf
or standalone.conf
.
-
Set the configuration of the KoP protocol handler in
broker.conf
orstandalone.conf
file.messagingProtocols=kafka protocolHandlerDirectory=./protocols allowAutoTopicCreationType=partitioned
Property Default value Proposed value messagingProtocols
kafka protocolHandlerDirectory
./protocols Location of KoP NAR file allowAutoTopicCreationType
non-partitioned partitioned By default,
allowAutoTopicCreationType
is set tonon-partitioned
. Since topics are partitioned by default in Kafka, it's better to avoid creating non-partitioned topics for Kafka clients unless Kafka clients need to interact with existing non-partitioned topics. -
Set Kafka listeners.
# Use `kafkaListeners` here for KoP 2.8.0 because `listeners` is marked as deprecated from KoP 2.8.0 kafkaListeners=PLAINTEXT://127.0.0.1:9092 # This config is not required unless you want to expose another address to the Kafka client. # If it’s not configured, it will be the same with `kafkaListeners` config by default kafkaAdvertisedListeners=PLAINTEXT://127.0.0.1:9092
kafkaListeners
is a comma-separated list of listeners and the host/IP and port to which Kafka binds to for listening.kafkaAdvertisedListeners
is a comma-separated list of listeners with their host/IP and port.
-
Set offset management as below since offset management for KoP depends on Pulsar "Broker Entry Metadata". It’s required for KoP 2.8.0 or higher version.
brokerEntryMetadataInterceptors=org.apache.pulsar.common.intercept.AppendIndexMetadataInterceptor
-
Disable the deletion of inactive topics. It’s not required but very important in KoP. Currently, Pulsar deletes inactive partitions of a partitioned topic while the metadata of the partitioned topic is not deleted. KoP cannot create missed partitions in this case.
brokerDeleteInactiveTopicsEnabled=false
After you have installed the KoP protocol handler to Pulsar broker, you can restart the Pulsar brokers to load KoP if you have configured the conf/broker.conf
file. For a quick start, you can configure the conf/standalone.conf
file and run a Pulsar standalone. You can verify if your KoP works well by running a Kafka client.
-
Download Kafka 2.0.0 and untar the release package.
tar -xzf kafka_2.11-2.0.0.tgz cd kafka_2.11-2.0.0
-
Verify the KoP by using a Kafka producer and a Kafka consumer. Kafka binary contains a command-line producer and consumer.
-
Run the command-line producer and send messages to the server.
> bin/kafka-console-producer.sh --broker-list [pulsar-broker-address]:9092 --topic test This is a message This is another message
-
Run the command-line consumer to receive messages from the server.
> bin/kafka-console-consumer.sh --bootstrap-server [pulsar-broker-address]:9092 --topic test --from-beginning This is a message This is another message
-
You can configure and manage KoP based on your requirements. Check the following guides for more details.
- Configure KoP
- Monitor KoP
- Upgrade
- Secure KoP
- Manage KoP with the Envoy proxy
- Implementation: How to converse Pulsar and Kafka
The followings are important information when you configure and use KoP.
- Set both retention and time to live (TTL) for KoP topics. If you only configure retention without configuring TTL, all messages of KoP topics cannot be deleted because KoP does not update a durable cursor.
- If a Pulsar consumer and a Kafka consumer both subscribe the same topic with the same subscription (or group) name, the two consumers consume messages independently and they do not share the same subscription though the subscription name of a Pulsar client is the same with the group name of a Kafka client.
- KoP supports interaction between Pulsar client and Kafka client by default. If your topic is used only by the Pulsar client or only by the Kafka client, you can set
entryFormat=kafka
for better performance.