Data Streaming Project: TWSE Stock Architecture Description Use Airflow, Kafka, Spark, and Cassandra to establish a data pipeline. It will fetch daily trading information of Taiwan stocks from TWSE API every day. Screenshot Airflow: do fetch task. Kafka: we can see the stock information. Cassandra: finally we store data here.