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Spark - Engine 12 pages

Action Function
Aggregation
(Operations | Functions )
Join
lazy
Optimizer (Catalyst)
Partition
Physical Plan
Logical Plan
Data Structure (DataSet, DataFrame and RDD)
Shuffle
Transformation Function

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Spark Engine - Aggregation

Spark Engine - Aggregation

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Before an aggregation, there is a shuffle taking place

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