14 Spark Streaming Event vs Processing Time | Late Arrival of Data | Stateful Processing |Watermarks
Video covers - How to handle Late Arrival of Data ? What is the difference between Event and Processing Time? How Spark handles Stateful Processing ? What are Watermarks in Spark Streaming ?
Chapters:
00:00 - Introduction
00:29 - Event Time vs Processing Time
02:34 - Stateful Processing
03:38 - How Spark handles Late Data ?
URLs:
Github Code - https://github.com/subhamkharwal/spar...
Device data samples - https://github.com/subhamkharwal/spar...
To setup Kafka with Spark in Local environment - • 03 Spark Streaming Local Environment Setup...
JSON data Flattening and reading from files - • 07 Spark Streaming Read from Files | Flatt...
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.
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