This tutorial guides through implementing a real-time data ingestion pipeline for machine learning systems using FastAPI and Apache Spark. Key steps include writing a FastAPI collector application, downloading and pushing data from the internet to this application, and processing the data via a Spark ETL pipeline managed by
Table of contents
Lets go build.Defining the Collector architecture.Implementing the Collector Application.Implementing the Producer Applications.Implementing Spark ETL.Sort: