proto buffers in seldon-core

[rishikesh bansod]

Hi, 

     What is importance of proto buffers in seldon-core [link : https://github.com/SeldonIO/seldon-core/blob/master/docs/reference/seldon-deployment.md#design].  Does seldondeployment picks authentication key and secret from this file [for example given ar link https://github.com/SeldonIO/seldon-core/blob/master/examples/models/keras_mnist]?  If yes then how to compile this proto file?

      Also if I want to add my custom machine learning application in seldon-core then which steps to follow, what code modifications I have to do for building image that can be deployed in seldon-apiserver?  I have not came across any detailed documentation mentioning above steps. Where can I get these details.

Thanks,

Rishikesh

     

[Clive Cox]

Hi,

 The proto buffer files define the API. You don't need to compile the proto buffer file yourself unless you are using a gRPC client.

 The steps to follow are shown on the main readme

 1. Wrap your runtime model : https://github.com/SeldonIO/seldon-core/blob/master/docs/wrappers/readme.md

 2. Define your runtime inference graph as a kubernetes json/yaml file : https://github.com/SeldonIO/seldon-core/blob/master/docs/crd/readme.md

 3. Deploy and get predictions

There are examples models in the examples/models folder - see links from main page.

--
You received this message because you are subscribed to the Google Groups "Seldon Users" group.
To unsubscribe from this group and stop receiving emails from it, send an email to seldon-users+unsubscribe@googlegroups.com.
To post to this group, send email to seldon...@googlegroups.com.
To view this discussion on the web, visit https://groups.google.com/d/msgid/seldon-users/440eba00-86a0-4ed5-b9c0-7a42c7f6edce%40googlegroups.com.
For more options, visit https://groups.google.com/d/optout.