The error message "CONTEXT_ONLY_VALID_ON_DRIVER" indicates that you are attempting to reference SparkContext from a broadcast variable, action, or transformation. SparkContext can only be used on the driver, not in code that runs on workers. This is a common issue in PySpark where certain operations are mistakenly attempted on worker nodes instead of the driver node