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Category: Data Analytics

reading orc file in spark

March, 2018 adarsh

We will be using the hadoopFile method of spark context to read the orc file . Below is the method…

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Posted in: Spark Filed under: Spark Rdd

debugging a spark application

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

secondary sorting in mapreduce with custom writable as key

November, 2017 adarsh

We can implement secondary sorting in mapreduce using the below steps 1. Make the key a composite of the natural…

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

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

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