Hi Abhishek, Based on your description, I think this FLIP proposal[1] seems to fit perfectly for your use case. you can also checkout the Github repo by Boris (CCed) for the PMML implementation[2]. This proposal is still under development [3], you are more than welcome to test out and share your feedbacks.
Thanks, Rong [1] https://cwiki.apache.org/confluence/display/FLINK/FLIP-23+-+Model+Serving [2] https://github.com/FlinkML/flink-modelServer / https://github.com/FlinkML/flink-speculative-modelServer [3] https://github.com/apache/flink/pull/7446 On Tue, May 14, 2019 at 4:44 PM Sameer Wadkar <sam...@axiomine.com> wrote: > If you can save the model as a PMML file you can apply it on a stream > using one of the java pmml libraries. > > Sent from my iPhone > > On May 14, 2019, at 4:44 PM, Abhishek Singh <asingh2...@gmail.com> wrote: > > I was looking forward to using Flink ML for my project where I think I can > use SVM. > > I have been able to run a bath job using flink ML and trained and tested > my data. > > Now I want to do the following:- > 1. Applying the above-trained model to a stream of events from Kafka > (Using Data Streams) : For this, I want to know if Flink ML can be used > with Data Streams. > > 2. Persisting the model: I may want to save the trained model for some > time future. > > Can the above 2 use cases be achieved using Apache Flink? > > *Regards,* > *Abhishek Kumar Singh* > > *Search Engineer* > *Mob :+91 7709735480 * > > > *...* > >
