Re: [Spark SQL]: Convert SchemaRDD back to RDD

2015-02-23 Thread Michael Armbrust
This is not currently supported.  Right now you can only get RDD[Row] as
Ted suggested.

On Sun, Feb 22, 2015 at 2:52 PM, Ted Yu yuzhih...@gmail.com wrote:

 Haven't found the method in
 http://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.sql.SchemaRDD

 The new DataFrame has this method:

   /**
* Returns the content of the [[DataFrame]] as an [[RDD]] of [[Row]]s.
* @group rdd
*/
   def rdd: RDD[Row] = {

 FYI

 On Sun, Feb 22, 2015 at 11:51 AM, stephane.collot 
 stephane.col...@gmail.com wrote:

 Hi Michael,

 I think that the feature (convert a SchemaRDD to a structured class RDD)
 is
 now available. But I didn't understand in the PR how exactly to do this.
 Can
 you give an example or doc links?

 Best regards



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Re: [Spark SQL]: Convert SchemaRDD back to RDD

2015-02-22 Thread Ted Yu
Haven't found the method in
http://spark.apache.org/docs/latest/api/scala/index.html#org.apache.spark.sql.SchemaRDD

The new DataFrame has this method:

  /**
   * Returns the content of the [[DataFrame]] as an [[RDD]] of [[Row]]s.
   * @group rdd
   */
  def rdd: RDD[Row] = {

FYI

On Sun, Feb 22, 2015 at 11:51 AM, stephane.collot stephane.col...@gmail.com
 wrote:

 Hi Michael,

 I think that the feature (convert a SchemaRDD to a structured class RDD) is
 now available. But I didn't understand in the PR how exactly to do this.
 Can
 you give an example or doc links?

 Best regards



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Re: [Spark SQL]: Convert SchemaRDD back to RDD

2015-02-22 Thread stephane.collot
Hi Michael,

I think that the feature (convert a SchemaRDD to a structured class RDD) is
now available. But I didn't understand in the PR how exactly to do this. Can
you give an example or doc links?

Best regards



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Re: [Spark SQL]: Convert SchemaRDD back to RDD

2014-07-08 Thread Michael Armbrust
On Tue, Jul 8, 2014 at 12:43 PM, Pierre B 
pierre.borckm...@realimpactanalytics.com wrote:

 1/ Is there a way to convert a SchemaRDD (for instance loaded from a
 parquet
 file) back to a RDD of a given case class?


There may be someday, but doing so will either require a lot of reflection
or a bunch of macro magic.  So while I think this would be cool, it will
probably be a while before we can implement it, and it'll likely be
experimental.


 2/ Even better, is there a way to get the schema information from a
 SchemaRDD ? I am trying to figure out how to properly get the various
 fields
 of the Rows of a SchemaRDD. Knowing the schema (in the form of a Map?), I
 guess I could nicely use getInt, getString, ..., on each row.


We are actively working on this (SPARK-2179
https://issues.apache.org/jira/browse/SPARK-2179).  Hopefully there will
be a PR soon, and we are targeting the 1.1 release.


Re: [Spark SQL]: Convert SchemaRDD back to RDD

2014-07-08 Thread Pierre B
Cool Thanks Michael!

Message sent from a mobile device - excuse typos and abbreviations

 Le 8 juil. 2014 à 22:17, Michael Armbrust [via Apache Spark User List] 
 ml-node+s1001560n9084...@n3.nabble.com a écrit :
 
 On Tue, Jul 8, 2014 at 12:43 PM, Pierre B [hidden email] wrote:
 1/ Is there a way to convert a SchemaRDD (for instance loaded from a parquet
 file) back to a RDD of a given case class?
 
 There may be someday, but doing so will either require a lot of reflection or 
 a bunch of macro magic.  So while I think this would be cool, it will 
 probably be a while before we can implement it, and it'll likely be 
 experimental.
  
 2/ Even better, is there a way to get the schema information from a
 SchemaRDD ? I am trying to figure out how to properly get the various fields
 of the Rows of a SchemaRDD. Knowing the schema (in the form of a Map?), I
 guess I could nicely use getInt, getString, ..., on each row.
 
 We are actively working on this (SPARK-2179).  Hopefully there will be a PR 
 soon, and we are targeting the 1.1 release.
 
 
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