Re: pmml with augustus

2014-06-12 Thread filipus
@villu: thank you for your help. In prommis I gonna try it! thats cools :-) do you know also the other way around from pmml to a model object in spark? -- View this message in context: http://apache-spark-user-list.1001560.n3.nabble.com/pmml-with-augustus-tp7313p7473.html Sent from the Apache S

Re: pmml with augustus

2014-06-11 Thread Villu Ruusmann
Hello Spark/PMML enthusiasts, It's pretty trivial to integrate the JPMML-Evaluator library with Spark. In brief, take the following steps in your Spark application code: 1) Create a Java Map ("arguments") that represents the input data record. You need to specify a key-value mapping for every acti

Re: pmml with augustus

2014-06-10 Thread filipus
@Paco: I understand that most promising for me to put effort in understanding for in deploying models in the spark enviroment would be augustus and zementis right? actually as you mention I would have both direction of deploying. I have already models which I could transform into pmml and I also t

Re: pmml with augustus

2014-06-10 Thread Paco Nathan
That's a good point about polyglot. Given that Spark is incorporating a range of languages (Scala, Java, Py, R, SQL) it becomes a trade-off whether or not to centralize support or integrate with native options. Going with the latter implies more standardization and less tech debt. The big win with

Re: pmml with augustus

2014-06-10 Thread Evan R. Sparks
I should point out that if you don't want to take a polyglot approach to languages and reside solely in the JVM, then you can just use plain old java serialization on the Model objects that come out of MLlib's APIs from Java or Scala and load them up in another process and call the relevant .predic

Re: pmml with augustus

2014-06-10 Thread filipus
Thank you very much the cascading project i didn't recognize it at all till now this project is very interesting also I got the idea of the usage of scala as a language for spark - becuase i can intergrate jvm based libraries very easy/naturaly when I got it right mh... but I could also use spa

Re: pmml with augustus

2014-06-10 Thread Sean Owen
On Tue, Jun 10, 2014 at 7:59 AM, Sean Owen wrote: > It's worth mentioning that Augustus is a Python-based library. On a > related note, in Java-land, I have had good experiences with jpmml's > projects: https://github.com/jpmml in particular https://github.com/jpmml/jpmml-model https://github.c

Re: pmml with augustus

2014-06-10 Thread Sean Owen
It's worth mentioning that Augustus is a Python-based library. On a related note, in Java-land, I have had good experiences with jpmml's projects: On Tue, Jun 10, 2014 at 7:52 AM, filipus wrote: > hello guys, > > has anybody experiances with the library augustus as a serializer for > scoring mod