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From Diwakar Dhanuskodi <>
Subject Re: Best way to read XML data from RDD
Date Mon, 22 Aug 2016 10:52:08 GMT
Hi Franke, 
Source  format  cannot  be  changed as  of  now  add  it  is  a pretty standard
format working  for  years.
Yeah  creating  one  parser I can  tryout .

Sent from Samsung Mobile.

<div>-------- Original message --------</div><div>From: Jörn Franke <>
</div><div>Date:20/08/2016  11:40  (GMT+05:30) </div><div>To: Diwakar
Dhanuskodi <> </div><div>Cc: Felix Cheung <>,
user <> </div><div>Subject: Re: Best way to read XML
data from RDD </div><div>
</div>I fear the issue is that this will create and destroy a XML parser object 2 mio
times, which is very inefficient - it does not really look like a parser performance issue.
Can't you do something about the format choice? Ask your supplier to deliver another format
(ideally avro or sth like this?)?
Otherwise you could just create one XML Parser object / node, but sharing this among the parallel
tasks on the same node is tricky.
The other possibility could be simply more hardware ...

On 20 Aug 2016, at 06:41, Diwakar Dhanuskodi <> wrote:

Yes . It accepts a xml file as source but not RDD. The XML data embedded  inside json is streamed
from kafka cluster.  So I could get it as RDD. 
Right  now  I am using  spark.xml  XML.loadstring method inside  RDD map function  but  performance
 wise I am not happy as it takes 4 minutes to parse XML from 2 million messages in a 3 nodes
100G 4 cpu each environment. 

Sent from Samsung Mobile.

-------- Original message --------
From: Felix Cheung <>
Date:20/08/2016 09:49 (GMT+05:30)
To: Diwakar Dhanuskodi <>, user <>
Subject: Re: Best way to read XML data from RDD

Have you tried

On Fri, Aug 19, 2016 at 1:07 PM -0700, "Diwakar Dhanuskodi" <>


There is a RDD with json data. I could read json data using . The json data
has XML data in couple of key-value paris. 

Which is the best method to read and parse XML from rdd. Is there any specific xml libraries
for spark. Could anyone help on this.

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