There are two approaches of integrating YugabyteDB with Kafka. Kafka provides Kafka Connect, a connector SDK for building such integrations.
In this approach, the source connector streams table updates in YugabyteDB to Kafka topics. It is based on YugabyteDB's Change Data Capture (CDC) feature. CDC allows the connector to simply subscribe to these table changes and then publish the changes to selected Kafka topics.
More documentation to follow.
In this approach, the sink connector delivers data from Kafka topics into YugabyteDB tables. The connector subscribes to specific topics in Kafka and then writes to specific tables in YugabyteDB as soon as new messages are received in the selected topics.
For building and using this project, we requires following tools pre-installed on the system.
- JDK - 1.8+
- Maven - 3.3+
- Clone this repo into
~/yb-kafka/yb-kafka-connector/
directory.
-
Setup and start Kafka
-
Download the Apache Kafka tarball
mkdir -p ~/yb-kafka cd ~/yb-kafka wget http://apache.cs.utah.edu/kafka/2.0.0/kafka_2.11-2.0.0.tgz tar -xzf kafka_2.11-2.0.0.tgz
Any latest version can be chosen, this is just as a sample.
-
Start Zookeeper and Kafka server
~/yb-kafka/kafka_2.11-2.0.0/bin/zookeeper-server-start.sh config/zookeeper.properties & ~/yb-kafka/kafka_2.11-2.0.0/bin/kafka-server-start.sh config/server.properties &
-
Create a Kafka topic
$ ~/yb-kafka/kafka_2.11-2.0.0/bin/kafka-topics.sh --create --zookeeper localhost:2181 --replication-factor 1 --partitions 1 --topic test
This needs to be done only once.
-
Run the following to produce data in that topic:
$ ~/yb-kafka/kafka_2.11-2.0.0/bin/kafka-console-producer.sh --broker-list localhost:9092 --topic test_topic
Just cut-and-paste the following lines at the prompt:
{"key" : "A", "value" : 1, "ts" : 1541559411000} {"key" : "B", "value" : 2, "ts" : 1541559412000} {"key" : "C", "value" : 3, "ts" : 1541559413000}
Feel free to
Ctrl-C
this process or switch to a different shell as more values can be added later as well to the same topic.
-
-
Install YugabyteDB and create the keyspace/table.
-
Create a keyspace and table by running the following command. You can find
cqlsh
in thebin
subdirectory located inside the YugabyteDB installation folder.$> cqlsh cqlsh> CREATE KEYSPACE IF NOT EXISTS demo; cqlsh> CREATE TABLE demo.test_table (key text, value bigint, ts timestamp, PRIMARY KEY (key));
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Set up and run the Kafka Connect Sink
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Setup the required jars needed by connect
cd ~/yb-kafka/yb-kafka-connector/ mvn clean install -DskipTests cp ~/yb-kafka/yb-kafka-connector/target/yb-kafka-connnector-1.0.0.jar ~/yb-kafka/kafka_2.11-2.0.0/libs/ cd ~/yb-kafka/kafka_2.11-2.0.0/libs/ wget http://central.maven.org/maven2/io/netty/netty-all/4.1.25.Final/netty-all-4.1.25.Final.jar wget http://central.maven.org/maven2/com/yugabyte/cassandra-driver-core/3.2.0-yb-18/cassandra-driver-core-3.2.0-yb-18.jar wget http://central.maven.org/maven2/com/codahale/metrics/metrics-core/3.0.1/metrics-core-3.0.1.jar
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Finally, run the connect sink in standalone mode:
~/yb-kafka/kafka_2.11-2.0.0/bin/connect-standalone.sh ~/yb-kafka/yb-kafka-connector/resources/examples/kafka.connect.properties ~/yb-kafka/yb-kafka-connector/resources/examples/yugabyte.sink.properties
Note:
- Setting the
bootstrap.servers
to a remote host/ports in thekafka.connect.properties
file can help connect to any accessible existing Kafka cluster. - The
keyspace
andtablename
values in theyugabyte.sink.properties
file should match the values in the cqlsh commands in step 5. - The
topics
value should match the topic name from producer in step 6. - Setting the
yugabyte.cql.contact.points
to a non-local list of host/ports will help connect to any remote accessible existing YugaByte DB cluster.
- Setting the
-
Check the console output (optional)
You should see something like this (relevant lines from
YBSinkTask.java
) on the console:[2018-10-28 16:24:16,037] INFO Start with keyspace=demo, table=test_table (com.yb.connect.sink.YBSinkTask:79) [2018-10-28 16:24:16,054] INFO Connecting to nodes: /127.0.0.1:9042,/127.0.0.2:9042,/127.0.0.3:9042 (com.yb.connect.sink.YBSinkTask:189) [2018-10-28 16:24:16,517] INFO Connected to cluster: cluster1 (com.yb.connect.sink.YBSinkTask:155) [2018-10-28 16:24:16,594] INFO Processing 3 records from Kafka. (com.yb.connect.sink.YBSinkTask:95) [2018-10-28 16:24:16,602] INFO Insert INSERT INTO demo.test_table(key,ts,value) VALUES (?,?,?) (com.yb.connect.sink.YBSinkTask:439) [2018-10-28 16:24:16,612] INFO Prepare SinkRecord ... [2018-10-28 16:24:16,618] INFO Bind 'ts' of type timestamp (com.yb.connect.sink.YBSinkTask:255) ...
-
-
Confirm that the rows are in the target table in the YugabyteDB cluster, using
cqlsh
.cqlsh> select * from demo.test_table; key | value | ts ----+-------+--------------------------------- A | 1 | 2018-11-07 02:56:51.000000+0000 C | 3 | 2018-11-07 02:56:53.000000+0000 B | 2 | 2018-11-07 02:56:52.000000+0000
Note that the timestamp value gets printed as a human-readable date format automatically.
- Add more data types.
- Add more tests.
- Add restartability.
This software is distributed under an Apache 2.0 license. See the LICENSE.txt file for details.