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Data Engineering End-to-End Project

In this project, we simulate a realtime streaming pipeline from start to finish

  • We use Random Name API to get simulated user data in a streaming fashion.
  • Write this to a Apache Kafka topic, writing will be controlled by python scripts operated by Apache Airflow DAG
    • (Puckels Docker-Airflow Github repo)
  • Organize stream with Spark Structured Scripting, save into Cassandra NoSQL database.
  • All components containerized with Docker.

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