Using Apache Kafka This section describes ways you can use Apache Kafka tools to capture data for analysis. Using Apache Kafka Command-line Tools Using Apache Kafka with Apache Spark Streaming Using Apache Kafka with Apache Flume Additional Considerations When Using Apache Kafka Migrating from Apache Kafka to CDK Powered By Apache Kafka Using Apache Kafka Command-line Tools