Autogenerate an OpenAPI spec and SDK

[ukclivecox]

At present we do not have python or other language SDKs for manipulating the SeldonDeployment resources.

• Add openApi schema and generate SDK for python

[RexG]

+1;

really like the idea, working with/preparing yaml config is not systematic and straightforward;
please consider providing some SDKs for model deployment;

btw, if SDK for golang will be great LOL

[adriangonz]

@RexG if all you want is to manipulate SeldonDeployment resources, you could also import the type definition directly as:

import (
 sc "github.com/seldonio/seldon-core/operator/apis/machinelearning.seldon.io/v1"
)

// ...

sdep := sc.SeldonDeployment{...}

[RexG]

thank you @adriangonz

the goal is to deploy model on Seldon using SDK/API;

all i can find are some struct, e.g. the SeldonDeployment struct; can you guide me how to use it to do the model deployment? any reference or example?

[adriangonz]

I see! You are right @RexG, the SeldonDeployment struct will only allow you to define the resource and manipulate it, but not to deploy it.

However, wouldn't something like the Kubernetes' Go client solve that? You could use that client to essentially run kubectl apply programmatically.

Would that solve your use case? Otherwise, what else would you like to see in an SDK?

[RexG]

Thank you @adriangonz

something like:

cli := Seldon.Client(url string)
restful_api := cli.deploy(SeldonDeployment())

then looks like i have to programmatically prepare the YAML configuration, and use k8s client to do the model deployment

[ukclivecox]

We already have Go client libraries generated for kubernetes Go client so you should be able to do this: https://github.com/SeldonIO/seldon-core/tree/master/operator/client/machinelearning.seldon.io

Does this for your need?

[axsaucedo]

Closing inactive issue

[asahalyft]

I see the issue has been closed. The original issue was to have python SDKs for manipulating the SeldonDeployment resources. Could you @cliveseldon @alexcoca please let us know on the availability of Python SDK?