Re: deploying a model built in mllib

2014-11-07 Thread chirag lakhani
Thanks for letting me know about this, it looks pretty interesting. From reading the documentation it seems that the server must be built on a Spark cluster, is that correct? Is it possible to deploy it in on a Java server? That is how we are currently running our web app. On Tue, Nov 4,

Re: deploying a model built in mllib

2014-11-07 Thread Donald Szeto
Hi Chirag, Could you please provide more information on your Java server environment? Regards, Donald ᐧ On Fri, Nov 7, 2014 at 9:57 AM, chirag lakhani chirag.lakh...@gmail.com wrote: Thanks for letting me know about this, it looks pretty interesting. From reading the documentation it seems

Re: deploying a model built in mllib

2014-11-04 Thread Simon Chan
The latest version of PredictionIO, which is now under Apache 2 license, supports the deployment of MLlib models on production. The engine you build will including a few components, such as: - Data - includes Data Source and Data Preparator - Algorithm(s) - Serving I believe that you can do the

deploying a model built in mllib

2014-10-27 Thread chirag lakhani
Hello, I have been prototyping a text classification model that my company would like to eventually put into production. Our technology stack is currently Java based but we would like to be able to build our models in Spark/MLlib and then export something like a PMML file which can be used for

Re: deploying a model built in mllib

2014-10-27 Thread Xiangrui Meng
We are working on the pipeline features, which would make this procedure much easier in MLlib. This is still a WIP and the main JIRA is at: https://issues.apache.org/jira/browse/SPARK-1856 Best, Xiangrui On Mon, Oct 27, 2014 at 8:56 AM, chirag lakhani chirag.lakh...@gmail.com wrote: Hello, I