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Scala and Spark for Big Data Analytics
book

Scala and Spark for Big Data Analytics

by Sridhar Alla, Md. Rezaul Karim
July 2017
Intermediate to advanced
796 pages
18h 55m
English
Packt Publishing
Content preview from Scala and Spark for Big Data Analytics

Storage

The Storage tab shows the size and memory use for each RDD, DataFrame, or Dataset. You should be able to see the storage-related information of RDDs, DataFrames, or Datasets. The following figure shows storage metadata such as RDD name, storage level, the number of cache partitions, the percentage of a fraction of the data that was cached, and the size of the RDD in the main memory:

Figure 9: Storage tab shows space consumed by an RDD in disk

Note that if the RDD cannot be cached in the main memory, disk space will be used instead. A more detailed discussion will be carried out in a later section of this chapter.

Figure 10: Data distribution ...
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Publisher Resources

ISBN: 9781785280849