Data Streaming Using YugabyteDB CDC, Kafka, and SnowflakeSinkConnector

YugabyteDB is a high-performance, transactional distributed database for cloud-native applications, offering change data capture (CDC) capabilities that enable the automatic application of data changes to another data repository or consumption by applications and tools. Snowflake is a cloud-based data warehousing and analytics service, used in conjunction with Kafka Connect's Snowflake Sink Connector to stream data from YugabyteDB's CDC feature to Snowflake. The process involves setting up Confluent Cloud, creating a Docker image with the Debezium connector, configuring Kafka Connect, generating keys for authentication, and deploying the SnowflakeSinkConnector. Once set up, the pipeline can be tested by sending records to the Kafka topic and verifying that they are successfully replicated in Snowflake. Troubleshooting steps are also provided to address common issues such as insufficient privileges or failed record processing.