Streaming conversion of Apache Kafka topics from JSON to Avro with Apache Flink
Pushing data in JSON format to an Apache Kafka topic is very common.
However, dealing with messages not having a predefined structure can create some problems, specifically when trying to sink the data via connectors, like the JDBC sink, which require the knowledge of the message structure.
Transforming the messages from JSON to AVRO can enforce a schema on messages and allow the usage of a bigger variety of connectors.
In this video we’ll showcase how to convert messages from JSON to AVRO in streaming mode via Apache Flink.
Check out these resources to learn more:
Build your first data pipeline with Aiven for Apache Flink https://www.youtube.com/watch
AVRO Confluent data format https://nightlies.apache.org/flink/flink-docs-release-1.16/docs/connectors/table/formats/avro-confluent/
Karapace - open source Schema registry and REST API for Apache Kafka https://www.karapace.io/
Francesco Tisiot on Twitter: https://twitter.com/FTisiot
Francesco Tisiot on LinkedIn: https://www.linkedin.com/in/francescotisiot/
CHAPTERS
00:38 Check the data in Apache Kafka in JSON format
2:12 Create the Flink Application
3:10 Map the source Apache Kafka topic in JSON format as Apache Flink table
4:40 Map the target Apache Kafka topic in AVRO format as Apache Flink table
5:25 Define the schema registry endpoint in the Apache Flink table
6:35 Define the message Key with Apache Flink ‘key-fields’
6:57 Define the transformation SQL
7:55 Check the data in Apache Kafka in AVRO format
9:05 Summary
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