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Category: Spark

debugging a spark application

March, 2018 adarsh

Performance issues can be categorized into two parts 1. Distribution Performance – program slow due to scheduling , coordination and…

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Posted in: performance tuning, Spark Filed under: spark performance tuning, Spark Rdd

spark read avro file from hdfs example

December, 2017 adarsh 1 Comment

To load avro data in spark we need few additional jars and in the below example we are using the…

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

spark distinct example for rdd,pairrdd and dataframe

November, 2017 adarsh

We often have duplicates in the data and removing the duplicates from dataset is a common use case.If we want…

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

spark top n records example in a sample data using rdd and dataframe

adarsh

Finding outliers is an important part of data analysis because these records are typically the most interesting and unique pieces…

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

spark secondary sorting example using rdd and dataframe

adarsh

We can do a secondary sorting in spark as with map reduce .We need to define a composite key when…

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

inverted index spark example

November, 2017 adarsh

Inverted index pattern is used to generate an index from a data set to allow for faster searches or data…

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

spark finding standard deviation and mean using rdd, dataframe and dataset

November, 2017 adarsh

A standard deviation shows how much variation exists in the data from the average. Problem Given a list of employee…

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

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