In this video tutorial, we will learn about Apache Spark data read from various ways like CSV file, Parquet file, collection, List etc. into RDD, Dataframe and Datset. We will also learn about creation of Dataset from RDD and Dataframe. Applying basic Action and executing the Spark-Scala Code on Eclipse Editor.
Data abstraction/read into Spark
API selection(Rdd, Dataframe, Dataset)
Set log level to error and info
Reading columnar parquet file
Reading csv file
Reading List(Int)
Transformation and Action
Conversion rdd to dataset and dataframe to dataset
Spark-submit execution
Editor Eclipse
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Big Data | Spark | RDD | DataFrame | DataSet | Hands on | practical tutorial | NatokHD