Kafka API usage examples

This article provides examples of Kafka API usage to work with YDB topics.

Before executing the examples, create a topic and add a consumer.

Examples of working with topics

The examples use:

  • ydb:9093 — host name and port.
  • /Root/Database — database name.
  • /Root/Database/Topic-1 — topic name. It is allowed to specify either the full name (along with the database) or just the topic name.
  • user@/Root/Database — username. The username includes the database name, which is specified after @.
  • ***** — user password.
  • consumer-1 — consumer name.

Writing data to a topic

Writing via Kafka Java SDK

This example includes a code snippet for writing data to a topic via Kafka API.

String HOST = "ydb:9093";
String TOPIC = "/Root/Database/Topic-1";
String USER = "user@/Root/Database";
String PASS = "*****";

Properties props = new Properties();
props.put("bootstrap.servers", HOST);
props.put("acks", "all");

props.put("key.serializer", StringSerializer.class.getName());
props.put("key.deserializer", StringDeserializer.class.getName());
props.put("value.serializer", StringSerializer.class.getName());
props.put("value.deserializer", StringDeserializer.class.getName());

props.put("security.protocol", "SASL_SSL");
props.put("sasl.mechanism", "PLAIN");
props.put("sasl.jaas.config", PlainLoginModule.class.getName() + " required username=\"" + USER + "\" password=\"" + PASS + "\";");

props.put("compression.type", "none");

Producer<String, String> producer = new KafkaProducer<>(props);
producer.send(new ProducerRecord<String, String>(TOPIC, "msg-key", "msg-body"));
producer.flush();
producer.close();

Writing via Logstash

To configure Logstash, use the following parameters:

output {
  kafka {
    codec => json
    topic_id => "/Root/Database/Topic-1"
    bootstrap_servers => "ydb:9093"
    compression_type => none
    security_protocol => SASL_SSL
    sasl_mechanism => PLAIN
    sasl_jaas_config => "org.apache.kafka.common.security.plain.PlainLoginModule required username='user@/Root/Database' password='*****';"
  }
}

Writing via Fluent Bit

To configure Fluent Bit, use the following parameters:

[OUTPUT]
  name                          kafka
  match                         *
  Brokers                       ydb:9093
  Topics                        /Root/Database/Topic-1
  rdkafka.client.id             Fluent-bit
  rdkafka.request.required.acks 1
  rdkafka.log_level             7
  rdkafka.security.protocol     SASL_SSL
  rdkafka.sasl.mechanism        PLAIN
  rdkafka.sasl.username         user@/Root/Database
  rdkafka.sasl.password         *****

Reading data from a topic

Reading data from a topic via Kafka Java SDK

This example includes a code snippet for reading data from a topic via Kafka Java SDK.

String HOST = "ydb:9093";
String TOPIC = "/Root/Database/Topic-1";
String USER = "user@/Root/Database";
String PASS = "*****";
String CONSUMER = "consumer-1";

Properties props = new Properties();

props.put("bootstrap.servers", HOST);

props.put("security.protocol", "SASL_SSL");
props.put("sasl.mechanism", "PLAIN");
props.put("sasl.jaas.config", PlainLoginModule.class.getName() + " required username=\"" + USER + "\" password=\"" + PASS + "\";");

props.put("key.deserializer", StringDeserializer.class.getName());
props.put("value.deserializer", StringDeserializer.class.getName());

props.put("check.crcs", false);
props.put("partition.assignment.strategy", RoundRobinAssignor.class.getName());

props.put("group.id", CONSUMER);
Consumer<String, String> consumer = new KafkaConsumer<>(props);
consumer.subscribe(Arrays.asList(new String[] {TOPIC}));

while (true) {
    ConsumerRecords<String, String> records = consumer.poll(10000); // timeout 10 sec
    for (ConsumerRecord<String, String> record : records) {
        System.out.println(record.key() + ":" + record.value());
    }
}

Reading data from a topic via Kafka Java SDK without a consumer group

This example shows a code snippet for reading data from a topic via Kafka API without a consumer group (Manual Partition Assignment).
You don't need to create a consumer for this reading mode.

String HOST = "ydb:9093";
String TOPIC = "/Root/Database/Topic-1";
String USER = "user@/Root/Database";
String PASS = "*****";

Properties props = new Properties();

props.put("bootstrap.servers", HOST);

props.put("security.protocol", "SASL_SSL");
props.put("sasl.mechanism", "PLAIN");
props.put("sasl.jaas.config", PlainLoginModule.class.getName() + " required username=\"" + USER + "\" password=\"" + PASS + "\";");

props.put("key.deserializer", StringDeserializer.class.getName());
props.put("value.deserializer", StringDeserializer.class.getName());

props.put("check.crcs", false);
props.put("auto.offset.reset", "earliest"); // to read from start

Consumer<String, String> consumer = new KafkaConsumer<>(props);

List<PartitionInfo> partitionInfos = consumer.partitionsFor(TOPIC);
List<TopicPartition> topicPartitions = new ArrayList<>();

for (PartitionInfo partitionInfo : partitionInfos) {
    topicPartitions.add(new TopicPartition(partitionInfo.topic(), partitionInfo.partition()));
}
consumer.assign(topicPartitions);

while (true) {
    ConsumerRecords<String, String> records = consumer.poll(10000); // timeout 10 sec
    for (ConsumerRecord<String, String> record : records) {
        System.out.println(record.key() + ":" + record.value());
    }
}

Using Kafka Connect

The Kafka Connect tool is designed to move data between Apache Kafka® and other data stores.

The data in Kafka Connect is handled by worker processes.

Warning

Kafka Connect instances for working with YDB should only be deployed in standalone mode. YDB does not support Kafka Connect in distributed mode.

The actual data movement is performed using connectors that run in separate threads of the executing process.

For more information about Kafka Connect and its configuration, see the Apache Kafka® documentation.

Setting up Kafka Connect

  1. Create a consumer with the name connect-<connector-name>. The connector name is specified in the configuration file when you set it up in the name field.

  2. Download and unzip the Apache Kafka® archive:

    wget https://downloads.apache.org/kafka/3.6.1/kafka_2.13-3.6.1.tgz && tar -xvf kafka_2.13-3.6.1.tgz --strip 1 --directory /opt/kafka/

    This example uses Apache Kafka® version 3.6.1.

  3. Create a directory with the executor process settings:

    sudo mkdir --parents /etc/kafka-connect-worker

  4. Create the executor process settings file `/etc/kafka-connect-worker/worker.properties'

    # Main properties
bootstrap.servers=ydb:9093

# AdminAPI properties
sasl.mechanism=PLAIN
security.protocol=SASL_SSL
sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username="<user>@<db>" password="<user-pass>";

# Producer properties
producer.sasl.mechanism=PLAIN
producer.security.protocol=SASL_SSL
producer.sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username="<user>@<db>" password="<user-pass>";

# Consumer properties
consumer.sasl.mechanism=PLAIN
consumer.security.protocol=SASL_SSL
consumer.sasl.jaas.config=org.apache.kafka.common.security.plain.PlainLoginModule required username="<user>@<db>" password="<user-pass>";

consumer.partition.assignment.strategy=org.apache.kafka.kafka.clients.consumer.RoundRobinAssignor
consumer.check.crcs=false

# Converter properties
key.converter=org.apache.kafka.connect.storage.StringConverter
value.converter=org.apache.kafka.connect.storage.StringConverter
key.converter.schemas.enable=false
value.converter.schemas.enable=false

# Worker properties
plugin.path=/etc/kafka-connect-worker/plugins
offset.storage.file.filename=/etc/kafka-connect-worker/worker.offset

  5. Create a FileSink connector settings file /etc/kafka-connect-worker/file-sink.properties to move data from YDB topics to a file:

    name=local-file-sink
connector.class=FileStreamSink
tasks.max=1
file=/etc/kafka-connect-worker/file_to_write.json
topics=Topic-1

    Where:

    • file - name of the file to which the connector will write data.
    • topics - the name of the topics from which the connector will read data.

  6. Start Kafka Connect in Standalone mode:

    cd ~/opt/kafka/bin/ && \
sudo ./connect-standalone.sh \
        /etc/kafka-connect-worker/worker.properties.
        /etc/kafka-connect-worker/file-sink.properties

Sample settings files for other connectors

From File to YDB

Sample FileSource settings file of the connector /etc/kafka-connect-worker/file-sink.properties to move data from file to topic:

name=local-file-source
connector.class=FileStreamSource
tasks.max=1
file=/etc/kafka-connect-worker/file_to_read.json
topic=Topic-1

From YDB to PostgreSQL

Sample JDBCSink connector /etc/kafka-connect-worker/jdbc-sink.properties configuration file for moving data from a topic to a PostgreSQL table. The Kafka Connect JDBC Connector is used.

name=postgresql-sink
connector.class=io.confluent.connect.jdbc.JdbcSinkConnector

connection.url=jdbc:postgresql://<postgresql-host>:<postgresql-port>/<db>
connection.user=<pg-user>
connection.password=<pg-user-pass>

topics=Topic-1
batch.size=2000
auto.commit.interval.ms=1000

transforms=wrap
transforms.wrap.type=org.apache.kafka.connect.transforms.HoistField$Value
transforms.wrap.field=data

auto.create=true
insert.mode=insert
pk.mode=none
auto.evolve=true

From PostgreSQL to YDB

Sample JDBCSource Connector /etc/kafka-connect-worker/jdbc-source.properties settings file for moving data from PostgreSQL table to topic. The Kafka Connect JDBC Connector is used.

name=postgresql-source
connector.class=io.confluent.connect.jdbc.JdbcSourceConnector

connection.url=jdbc:postgresql://<postgresql-host>:<postgresql-port>/<db>
connection.user=<pg-user>
connection.password=<pg-user-pass>

mode=bulk
query=SELECT * FROM "Topic-1";
topic.prefix=Topic-1
poll.interval.ms=1000
validate.non.null=false

From YDB to S3

Sample S3Sink connector /etc/kafka-connect-worker/s3-sink.properties settings file for moving data from a topic to S3. The Aiven's S3 Sink Connector for Apache Kafka is used.

name=s3-sink
connector.class=io.aiven.kafka.connect.s3.AivenKafkaConnectS3SinkConnector
topics=Topic-1
aws.access.key.id=<s3-access-key>
aws.secret.access.key.key=<s3-secret>
aws.s3.bucket.name=<bucket-name>
aws.s3.endpoint=<s3-endpoint>
format.output.type=json
file.compression.type=none
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