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Tag: Spark Rdd

spark aggregatebykey example in java

May, 2018 adarsh

Both foldByKey() and reduceByKey() require that the return type of our result be the same type as that of the…

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Posted in: Spark Filed under: Spark Rdd

spark partition level functions by examples

May, 2018 adarsh

Spark has support for partition level functions which operate on per partition data. Working with data on a per partition…

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Posted in: Spark Filed under: Spark Rdd

spark zip function – zip, zipPartition, zipWithIndex, zipWithUniqueId example

adarsh 2d Comments

Spark has support for zipping rdds using functions like zip, zipPartition, zipWithIndex and zipWithUniqueId . Lets go through each of…

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Posted in: Data Analytics, performance tuning, Spark Filed under: Spark Rdd

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

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

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