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Subscribe to Multiple Topics in Kafka Consumer

visibility 1,806 comment 0 access_time 2 years ago language English

descriptionCode description

When fetching records from Kafka bootstrap servers, we can specify one consumer to subscribe to more than one topic. This can be done in the init function by passing a list of topics:

topics = ['kontext-events', 'other-events']
    bootstrap_servers = 'localhost:9092'
    consumer = KafkaConsumer(
        *topics,
        client_id='local-test',
        bootstrap_servers=bootstrap_servers,
        auto_offset_reset='earliest'
    )

Alternatively, we can use subscribe() function to subscribe to multiple topics. We can also regular expressions to match topics via patterns:

subscribe(topics=(), pattern=None, listener=None)

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from kafka import KafkaConsumer


def main():
    """
    Kafka example
    """
    topics = ['kontext-events', 'other-events']
    bootstrap_servers = 'localhost:9092'
    consumer = KafkaConsumer(
        client_id='local-test',
        bootstrap_servers=bootstrap_servers,
        auto_offset_reset='earliest'
    )

    consumer.subscribe(topics=topics)

    while True:
        print('polling...')
        records = consumer.poll(timeout_ms=1000)
        for _, consumer_records in records.items():
            # Parse records
            for consumer_record in consumer_records:
                print(str(consumer_record.value.decode('utf-8')))
            continue


if __name__ == '__main__':
    main()

Subscribe to Multiple Topics in Kafka Consumer

descriptionCode description

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