Page Index - ignacio-alorre/Spark GitHub Wiki

43 page(s) in this GitHub Wiki:

• Home
• 1- How Spark Works
• 2- Spark APIs
• 3- Working with Key/Value Data (TODO: Complete the pending part and add images where required, it is still unfinished this topic)
• 4- Effective Transformations
• 5- Joins
• 6- Interview Questions
• 7- Templates
• Architecture and Features
• Cache Vs Persist
• Config Parameters
• Dataframe
• DataFrame API
• Dataframe Schema
• Datasets
• Interview Questions
• Interview Questions 3
• Introduction to DataFrames
• Iterator to Iterator Transformations with mapPartitions
• Joins
• Minimizing Object Creation
• Narrow Vs Wide Transformations
• Optimize Spark SQL Joins
• Parallelism and Partitions
• RDD shuffling
• RDD vs DataFrame vs Datasets
• RDDs
• Rename Column on DataFrame
• Reusing RDDs
• Set Operations
• Shared Variables
• Shuffling What it is and why it's important (Coursera)
• Spark Interview Questions II
• Spark Job Scheduling
• Spark Session
• Spark SQL Interview Questions
• Spark SQL random things
• Spark Transformations [TODO: Narrow vs Wide]
• The Anatomy of a Spark Job
• Things which should be fit somewhere
• What Type of RDD Does Your Transformation Return?
• Window Functions
• Working With Key Value Data