Why Spark Couldn't Read from Kafka: A Real Debugging Journey Across PySpark, Hadoop, Docker, and Kafka

A step-by-step troubleshooting case study covering PySpark, Spark Kafka connectors, Windows/Hadoop issues, Docker networking, Kafka advertised.listeners, and Ivy cache failures.