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.
Get Started with KoP
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-220.127.116.11.narfile, and then copy it to your Pulsar
- Set the configuration of the KoP protocol handler in Pulsar
- Restart Pulsar brokers to load KoP protocol handler.
Then you can start your broker and use KoP.
This getting-started guide offers several ways to get started with KoP:
- Setting up an existing Pulsar cluster to run KoP based on steps above
- Using Docker Compose with a standalone pulsar (all in one, including Zookeeper, Bookkeeper and Pulsar), including configuration needed for KoP
- Using Docker Compose with a service for Zookeeper, Bookkeeper and Pulsar
Once KoP is installed and running in Pulsar, follow the instruction in "Validating KoP is running correctly" section to validate KoP is working.
Setting up an existing Pulsar Cluster to run KoP
Step 1: Get KoP protocol handler
This section describes how to get the KoP protocol handler.
Download KoP protocol handler
Build KoP protocol handler from source code
To build the KoP protocol handler from the source, follow these 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
.narfile in the following directory and copy it to your Pulsar
protocolsdirectory. You need to create the
protocolsfolder in Pulsar if it's the first time you use protocol handlers.
Step 2: Set configuration for KoP
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
Set the configuration of the KoP protocol handler in
messagingProtocols=kafka protocolHandlerDirectory=./protocols allowAutoTopicCreationType=partitioned narExtractionDirectory=/path/to/nar
Property Default value Proposed value
./protocols Location of KoP NAR file
Location of unpacked KoP NAR file
allowAutoTopicCreationTypeis set to
non-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.
By default, the
/tmp/pulsar-nardirectory is under the
/tmpdirectory. If we unpack the KoP NAR file into the
/tmpdirectory, some classes could be automatically deleted by the system, which will generate a
NoClassDefFoundErrorerror. Therefore, it is recommended to set the
narExtractionDirectoryoption to another path.
Set Kafka listeners.
# Use `kafkaListeners` here for KoP 2.8.0 because `listeners` is marked as deprecated from KoP 2.8.0 kafkaListeners=PLAINTEXT://0.0.0.0:9092 # 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
kafkaListenersis a comma-separated list of listeners and the host/IP and port to which Kafka binds to for listening.
kafkaAdvertisedListenersis 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.
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.
Step 3: Load KoP by restarting Pulsar brokers
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.
Run KoP on Standalone Pulsar in Docker Compose
KoP is a built-in component in StreamNative's
sn-pulsar image, whose tag matches KoP's version. Take KoP 18.104.22.168 for example, you can execute
docker compose up command in the KoP project directory to start a Pulsar standalone with KoP being enabled. KoP has a single advertised listener
127.0.0.1:19092, so you should use Kafka's CLI tool to connect KoP, as shown below:
$ ./bin/kafka-console-producer.sh --bootstrap-server localhost:19092 --topic my-topic >hello >world $ ./bin/kafka-console-consumer.sh --bootstrap-server localhost:19092 --topic my-topic --from-beginning hello world
See docker-compose.yml for more details.
Similar to configuring KoP in a cluster that is started in Docker, you only need to add the environment variable according to your customized configuration and ensure to execute
bin/apply-config-from-env.py conf/broker.conf before executing
bin/pulsar broker. The environment variable should be a property's key if it already exists in the configuration file. Otherwise, it should have the prefix
Run KoP in Pulsar with component for each system using Docker Compose
The Docker compose file is docker-compose-cluster.yml and contains Pulsar image which is bundled with the KoP plugin, and the required configuration both for Pulsar and KoP. The Docker compose file will create a directory named
data containing the data directories for ZK, BK and Pulsar broker, allowing you to preserve data across restarts
You can start the cluster using the following command:
docker compose -f docker-compose-cluster.yaml up -d
You can follow Pulsar's broker logs by using this command:
docker logs -f broker
Once you see the following log line, you know Pulsar is up and ready to be validated.
2023-02-28T15:45:06,358+0000 [main] INFO org.apache.pulsar.PulsarBrokerStarter - PulsarService started.
Validating KoP is running correctly
You can verify if your KoP works well by running a Kafka client. Use can you Kafka 2.x if you use Pulsar 2.10.x. You can use Kafka 3.x only if you use Pulsar 2.11.x and above.
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
Important note You can't use the option
--zookeeper when working with Kafka command line or programmatically since it won't go through KoP. Only use
How to use KoP
You can configure and manage KoP based on your requirements. Check the following guides for more details.
The following links are invalid when you check this document in the
masterbranch from GitHub. You can go to the same chapter of the README for the correct links.
- Configure KoP
- Monitor KoP
- Secure KoP
- Schema Registry
- 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=kafkafor better performance.