seldon/seldon-mab

Chart version: 0.2.0
Api version: v2
App version: n/a
Chart to deploy a multi-armed bandits router over two Seldon de...
application
Chart Type
Active
Status
Unknown
License
334
Downloads
https://storage.googleapis.com/seldon-charts
Set me up:
helm repo add center https://repo.chartcenter.io
Install Chart:
helm install seldon-mab center/seldon/seldon-mab
Versions (0)

seldon-mab

Version: 0.2.0

Chart to deploy a multi-armed bandits router over two Seldon deployments, so that traffic is sent to the best performing model. You will need to utilize both the predict and send_feedback API methods.

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-mab --namespace $MODELS_NAMESPACE

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

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

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

Source Code

Values

Key Type Default Description
engine.env.SELDON_LOG_MESSAGES_EXTERNALLY bool false
engine.env.SELDON_LOG_MESSAGE_TYPE string "seldon.message.pair"
engine.env.SELDON_LOG_REQUESTS bool false
engine.env.SELDON_LOG_RESPONSES bool false
engine.resources.requests.cpu string "0.1"
mab.branches int 2
mab.epsilon float 0.2
mab.image.name string "seldonio/mab_epsilon_greedy"
mab.image.version float 1.3
mab.name string "eg-router"
mab.verbose int 1
modela.endpoint string "REST"
modela.image.name string "seldonio/mock_classifier"
modela.image.version float 1.3
modela.name string "classifier-1"
modelb.endpoint string "REST"
modelb.image.name string "seldonio/mock_classifier"
modelb.image.version float 1.3
modelb.name string "classifier-2"
oauth.key string nil
oauth.secret string nil
predictor.name string "default"
predictorLabels.fluentd string "true"
predictorLabels.version string "v1"
protocol string "REST"
replicas int 1
sdepLabels.app string "seldon"