Page Index - ignacio-alorre/Spark GitHub Wiki

78 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
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• Cache Vs Persist
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• Config Parameters
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• Dataframe
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• DataFrame API
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• Dataframe Schema
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• Datasets
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• Interview Questions
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• Interview Questions 3
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• Introduction to DataFrames
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• Iterator to Iterator Transformations with mapPartitions
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• Joins
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• Minimizing Object Creation
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• Narrow Vs Wide Transformations
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• Optimize Spark SQL Joins
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• Parallelism and Partitions
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• RDD shuffling
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• RDD vs DataFrame vs Datasets
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• RDDs
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• Rename Column on DataFrame
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• Reusing RDDs
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• Set Operations
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• Shared Variables
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• Shuffling What it is and why it's important (Coursera)
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• Spark Interview Questions II
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• Spark Job Scheduling
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• Spark Session
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• Spark SQL Interview Questions
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• Spark SQL random things
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• Spark Transformations [TODO: Narrow vs Wide]
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• The Anatomy of a Spark Job
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• Things which should be fit somewhere
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• What Type of RDD Does Your Transformation Return?
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• Window Functions
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• Working With Key Value Data
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