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Learning apache-spark eBook (PDF)
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Chapters
Chapter 1: Getting started with apache-spark
Chapter 2: Calling scala jobs from pyspark
Chapter 3: Client mode and Cluster Mode
Chapter 4: Configuration: Apache Spark SQL
Chapter 5: Error message 'sparkR' is not recognized as an internal or external command or '.binsparkR' is not recognized as an internal or external command
Chapter 6: Handling JSON in Spark
Chapter 7: How to ask Apache Spark related question?
Chapter 8: Introduction to Apache Spark DataFrames
Chapter 9: Joins
Chapter 10: Migrating from Spark 1.6 to Spark 2.0
Chapter 11: Partitions
Chapter 12: Shared Variables
Chapter 13: Spark DataFrame
Chapter 14: Spark Launcher
Chapter 15: Stateful operations in Spark Streaming
Chapter 16: Text files and operations in Scala
Chapter 17: Unit tests
Chapter 18: Window Functions in Spark SQL