You partition by userid, why do you then sort again by userid in the partition? Can you try to remove userid from the sort? 

How do you check if the sort is correct or not?

What is the underlying objective of the sort? Do you have more information on schema and data?

On 4. Jun 2018, at 05:47, Sing, Jasbir <jasbir.sing@accenture.com> wrote:

Hi Team,

 

We are currently using Spark 2.2.0 and facing some challenges in sorting of data on multiple partitions.

We have tried below approaches:

 

  1. Spark SQL approach:
    1. var query = "select * from data distribute by " + userid + " sort by " + userid + ", " + time “

 

This query returns correct results in Hive but not in Spark SQL.  

  1. var newDf = data.repartition(col(userud)).orderBy(userid, time)
  2. var newDf = data.repartition(col(userid)).sortWithinPartitions(userid,time)

 

 

But none of the above approach is giving correct results for sorting of data.

Please suggest what could be done for the same.

 

Thanks & Regards,

Neha Jain




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