clj-kafka
Clojure library for Kafka.
Development is against the 0.8 release of Kafka.
Installing
Add the following to your Leiningen project.clj
:
Usage
Producer
Discovery of Kafka brokers from Zookeeper:
(brokers {"zookeeper.connect" "127.0.0.1:2181"})
;; ({:host "localhost", :jmx_port -1, :port 9999, :version 1})
(use 'clj-kafka.producer)
(def p (producer {"metadata.broker.list" "localhost:9999"
"serializer.class" "kafka.serializer.DefaultEncoder"
"partitioner.class" "kafka.producer.DefaultPartitioner"}))
(send-message p (message "test" (.getBytes "this is my message")))
See: clj-kafka.producer
New Producer
As of 0.3.1 we also support the "new" pure-Java producer. The interface is superficially similar but we've chosen to keep names close to their Java equivalent.
(use 'clj-kafka.new.producer)
(with-open [p (producer {"bootstrap.servers" "127.0.0.1:9092"} (byte-array-serializer) (byte-array-serializer))]
(send p (record "test-topic" (.getBytes "hello world!"))))
One key difference is that sending is asynchronous by default. send
returns a Future
immediately. If you want synchronous behaviour
you can deref it right away:
(with-open [p (producer {"bootstrap.servers" "127.0.0.1:9092"} (byte-array-serializer) (byte-array-serializer))]
@(send p (record "test-topic" (.getBytes "hello world!"))))
Zookeeper Consumer
The Zookeeper consumer uses broker information contained within Zookeeper to consume messages. This consumer also allows the client to automatically commit consumed offsets so they're not retrieved again.
(use 'clj-kafka.consumer.zk)
(use 'clj-kafka.core)
(def config {"zookeeper.connect" "localhost:2182"
"group.id" "clj-kafka.consumer"
"auto.offset.reset" "smallest"
"auto.commit.enable" "false"})
(with-resource [c (consumer config)]
shutdown
(take 2 (messages c "test")))
The messages
function provides the easy-case of single topic and single thread consumption. This
is a stricter form of the same API that was in earlier releases. messages
is built on two key
other functions: create-message-streams
and stream-seq
that create the underlying streams and
turn them into lazy sequences respectively; this change makes it easier to consume across multiple
partitions and threads.
Usage with transducers
An alternate way of consuming is using create-message-stream
or
create-message-streams
to obtain KafkaStream
instances. These are
Iterable
which means, amongst other things, that they work nicely
with transducers.
Continuing previous example:
;; hypothetical transformation
(def xform (comp (map deserialize-message)
(filter production-traffic)
(map parse-user-agent-string)))
(with-resource [c (consumer config)]
shutdown
(let [stream (create-message-stream c "test-topic")]
(run! write-to-database! (eduction xform stream))))
Administration Operations
There is support the following simple administration operations:
- checking if a topic exists
- creating a topic
- deleting a topic (requires that the Kafka cluster supports deletion
and has
delete.topic.enable
set totrue
) - retrieving topic configuration
- changing topic configuration
(require '[clj-kafka.admin :as admin])
(with-open [zk (admin/zk-client "127.0.0.1:2181")]
(if-not (admin/topic-exists? zk "test-topic")
(admin/create-topic zk "test-topic"
{:partitions 3
:replication-factor 1
:config {"cleanup.policy" "compact"}})))
See: clj-kafka.admin
Kafka Offset Manager Operations
There is support the following simple Kafka offset management operations:
- fetch the current offsets of a consumer group
- reset the current offsets of a consumer group
(require '[clj-kafka.offset :as offset])
(fetch-consumer-offsets "broker1:9092,broker1:9092" {"zookeeper.connect" "zkhost:2182"} "my-topic" "my-consumer")
(reset-consumer-offsets "broker1:9092,broker1:9092" {"zookeeper.connect" "zkhost:2182"} "my-topic" "my-consumer" :earliest)
(reset-consumer-offsets "broker1:9092,broker1:9092" {"zookeeper.connect" "zkhost:2182"} "my-topic" "my-consumer" :latest)
See: clj-kafka.admin
License
Copyright © 2013 Paul Ingles
Distributed under the Eclipse Public License, the same as Clojure.
Thanks
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