├── .gitattributes ├── .gitignore ├── Code_Chapter 1 └── Code_Chapter 1 │ ├── .RData │ ├── .Rhistory │ ├── Python │ └── IPythonNotebooks │ │ ├── .ipynb_checkpoints │ │ ├── IPythonSampleNotebook-checkpoint.ipynb │ │ └── SparkNotebook-checkpoint.ipynb │ │ ├── IPythonSampleNotebook.ipynb │ │ └── SparkNotebook.ipynb │ └── R │ └── SparkRSample.R ├── Code_Chapter 2 └── Code │ ├── Python │ ├── .ipynb_checkpoints │ │ ├── JoinsApp-checkpoint.ipynb │ │ ├── MapReduceApp-checkpoint.ipynb │ │ └── StarterApp-checkpoint.ipynb │ ├── IPythonNotebooks │ │ ├── .ipynb_checkpoints │ │ │ ├── JoinsApp-checkpoint.ipynb │ │ │ ├── MapReduceApp-checkpoint.ipynb │ │ │ └── StarterApp-checkpoint.ipynb │ │ ├── JoinsApp.ipynb │ │ ├── MapReduceApp.ipynb │ │ └── StarterApp.ipynb │ ├── JoinsApp.py │ ├── MapReduceApp.py │ ├── README.txt │ └── StarterApp.py │ └── Scala │ ├── README.txt │ ├── compile.sh │ ├── config.sbt │ ├── src │ └── main │ │ └── scala │ │ └── com │ │ └── packtpub │ │ └── sfb │ │ └── StarterApps.scala │ └── submit.sh ├── Code_Chapter 3 └── Code_Chapter 3 │ └── Code │ ├── Python │ └── Python │ │ ├── .ipynb_checkpoints │ │ ├── JoinsApp-checkpoint.ipynb │ │ ├── MapReduceApp-checkpoint.ipynb │ │ ├── SparkSQL-checkpoint.ipynb │ │ └── StarterApp-checkpoint.ipynb │ │ ├── IPythonNotebooks │ │ ├── .ipynb_checkpoints │ │ │ └── SparkSQL-checkpoint.ipynb │ │ └── SparkSQL.ipynb │ │ ├── README.txt │ │ └── SparkSQL.py │ └── Scala │ ├── README.txt │ ├── compile.sh │ ├── config.sbt │ ├── src │ └── main │ │ └── scala │ │ └── com │ │ └── packtpub │ │ └── sfb │ │ ├── SparkSQLDatasetApp.scala │ │ └── SparkSQLStarterApps.scala │ └── submit.sh ├── Code_Chapter 4 └── CodeAndData │ └── R │ ├── .RData │ ├── .Rhistory │ ├── .ipynb_checkpoints │ ├── JoinsApp-checkpoint.ipynb │ ├── MapReduceApp-checkpoint.ipynb │ ├── SparkSQL-checkpoint.ipynb │ └── StarterApp-checkpoint.ipynb │ ├── BalList.json │ ├── MasterList.json │ ├── README.txt │ ├── SparkSQL.R │ ├── TransList1.json │ └── TransList2.json ├── Code_Chapter 5 ├── Code │ └── Python │ │ ├── .ipynb_checkpoints │ │ └── MovieLens-checkpoint.ipynb │ │ ├── MovieLens.ipynb │ │ └── MovieLens.py └── Data │ └── ml-100k │ ├── README │ ├── u.item │ └── u.user ├── Code_Chapter 6 └── Code │ ├── Python │ ├── KafkaStreamingApps.py │ ├── README.txt │ ├── StreamingApps.py │ └── submitPy.sh │ └── Scala │ ├── README.txt │ ├── compile.sh │ ├── config.sbt │ ├── src │ └── main │ │ └── scala │ │ └── com │ │ └── packtpub │ │ └── sfb │ │ ├── KafkaStreamingApps.scala │ │ └── StreamingApps.scala │ └── submit.sh ├── Code_Chapter 7 └── Code │ ├── Python │ ├── .ipynb_checkpoints │ │ └── PythonSparkMachineLearning-checkpoint.ipynb │ ├── PythonSparkMachineLearning.ipynb │ └── PythonSparkMachineLearning.py │ └── Scala │ ├── README.txt │ ├── compile.sh │ ├── config.sbt │ ├── src │ └── main │ │ └── scala │ │ └── com │ │ └── packtpub │ │ └── sfb │ │ └── MLApps.scala │ └── submit.sh ├── Code_Chapter 8 └── Code │ └── Scala │ ├── README.txt │ ├── build.sbt │ ├── compile.sh │ ├── src │ └── main │ │ └── scala │ │ └── com │ │ └── packtpub │ │ └── sfb │ │ └── GraphApps.scala │ └── submit.sh ├── Code_Chapter 9 └── Code │ ├── Data │ ├── follower.txt │ ├── message.txt │ └── user.txt │ ├── Python │ ├── DataIngestionApp.py │ ├── IPythonNotebooks │ │ ├── .ipynb_checkpoints │ │ │ └── PurposedViews-checkpoint.ipynb │ │ └── PurposedViews.ipynb │ ├── PurposedViews.py │ ├── README.txt │ ├── lib │ │ └── TODO.txt │ └── submitPy.sh │ └── Scala │ ├── README.txt │ ├── compile.sh │ ├── config.sbt │ ├── lib │ └── TODO.txt │ ├── src │ └── main │ │ └── scala │ │ └── com │ │ └── packtpub │ │ └── sfb │ │ ├── ConnectionApp.scala │ │ ├── DataIngestionApp.scala │ │ └── PurposedViews.scala │ └── submit.sh ├── License └── README.md /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/PacktPublishing/Apache-Spark-2-for-Beginners/HEAD/.gitattributes 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