'mapPartitions' is a powerful transformation giving Spark programmers the flexibility to process partitions as a whole by writing custom logic on lines of single-threaded programming. This article highlights the 5 key benefits of 'mapPartitions'.
This article demonstrates how to use Debezium to monitor a MySQL database and then use Apache Avro with the Apicurio service registry to externalize the data schema and reduce the payload of each one of the captured events.
Apache Zookeeper’s functionalities are not legitimately noticeable to end-client however it remains as the spine for hyped components like Hadoop to oversee.
By analogy with DevOps and DataOps, and the growth of their practical implications, the business needs to organize continuous cooperation between participants.
Schema Registry acts as a service layer for metadata. It stores a versioned history of all the schema of registered data streams and schema change history.