Spark Streaming with PySpark | Structured Streaming Tutorial 2025 - 04 Spark Streaming Read from Sockets | Convert Batch Code to Streaming Code

Video covers - How to write Streaming Application? How to convert Batch code to Streaming code ? How to read streaming data from Sockets? Chapters: 00:00 - Introduction 00:22 - What are Sockets? 00:48 - Install ncat 02:35 - Word Count Problem Solution 03:16 - Batch Version of Program 08:09 - Streaming Version of Program URLs: Github Code - https://github.com/subhamkharwal/spark-streaming-with-pyspark/blob/master/01_reading_from_sockets.ipynb Keywords: Apache Spark, PySpark, Spark Streaming, Real-time Data Processing, Data Streaming, Big Data Analytics, PySpark Tutorial, Apache Spark Tutorial, Streaming Analytics, Spark Structured Streaming, PySpark Streaming, Big Data Processing. New video in every 3 days ❤️ Make sure to like and Subscribe.