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Category: Data Analytics

window functions in spark sql and dataframe – ranking functions,analytic functions and aggregate function

April, 2018 adarsh

A window function calculates a return value for every input row of a table based on a group of rows,…

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Posted in: Spark Filed under: datasets and dataframe, Spark Rdd

Finding difference between two dataframes at column level in spark

April, 2018 adarsh

Here we want to find the difference between two dataframes at a column level . We can use the dataframe1.except(dataframe2)…

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Posted in: Spark Filed under: datasets and dataframe, Spark Rdd

Spark dataframe split one column into multiple columns using split function

adarsh 3d Comments

Lets say we have dataset as below and we want to split a single column into multiple columns using withcolumn…

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Posted in: Spark Filed under: datasets and dataframe, Spark Rdd

Spark dataframe using RowEncoder to return a row object from a map function

adarsh

Lets convert the dataframe of string into the dataframe of Row using the rowencoder. We create the structfield and add…

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Posted in: Data Analytics

How to create spark dataframe from Java List

adarsh

Lets create a dataframe from list of row object . First populate the list with row object and then we…

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Posted in: Spark Filed under: datasets and dataframe, Spark Rdd

mapreduce custom writable example and writablecomparable example

March, 2018 adarsh

In the below example lets see how to create a custom Writable that can be used as a key in…

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Posted in: Data Analytics, Map Reduce Filed under: map reduce, map reduce design pattern

oozie spark action workflow example

adarsh 1 Comment

Lets create oozie workflow with spark action for creating a inverted index use case. Inverted index pattern is used to…

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Posted in: Data Analytics, Oozie, Spark Filed under: oozie workflow, Spark Rdd

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