seldon-abtest

Chart to deploy an AB test in Seldon Core v1. Allows you to split traffic between two models.

Usage

To use this chart, you will first need to add the seldonio Helm repo:

helm repo add seldonio https://storage.googleapis.com/seldon-charts
helm repo update

Once that’s done, you should then be able to use the inference graph template as:

helm template $MY_MODEL_NAME seldonio/seldon-abtest --namespace $MODELS_NAMESPACE

Note that you can also deploy the inference graph directly to your cluster using:

helm install $MY_MODEL_NAME seldonio/seldon-abtest --namespace $MODELS_NAMESPACE

Homepage: https://github.com/SeldonIO/seldon-core

Source Code

• https://github.com/SeldonIO/seldon-core

• https://github.com/SeldonIO/seldon-core/tree/master/helm-charts/seldon-abtest

Values

Key	Type	Default	Description
modela.image.name	string	"seldonio/mock_classifier"
modela.image.version	string	"1.17.0-dev"
modela.name	string	"classifier-1"
modelb.image.name	string	"seldonio/mock_classifier"
modelb.image.version	string	"1.17.0-dev"
modelb.name	string	"classifier-2"
predictor.name	string	"default"
replicas	int	1
separate_pods	bool	true
traffic_modela_percentage	float	0.5