12. Morpheus-mlflow

A Helm chart for deploying the MLflow server and deployment plugin.

12.1. Install Nvidia Morpheus MLFlow Plugin

NOTE: Morpheus AI Engine must be installed first. Please see Morpheus-ai-engine for more details on how to install.

Local from SourceFrom Graphistry Helm Repo

git clone https://github.com/graphistry/graphistry-helm && cd graphistry-helm
helm upgrade -i morpheus-mlflow ./charts/morpheus-mlflow --namespace morpheus --create-namespace

12.2. Configuration

The following table lists the configurable parameters of the Morpheus-mlflow chart and their default values.

Parameter	Description	Default
replicaCount		1
ngc.username		"$oauthtoken"
ngc.apiKey		""
ngc.org		""
ngc.team		""
mlflow.registry		"nvcr.io/nvidia/morpheus"
mlflow.image		"mlflow-triton-plugin"
mlflow.version		"1.30.0"
mlflow.args		"mlflow server -h 0.0.0.0 -p 5000 --backend-store-uri sqlite:////mlflow/db/mlflow-db.sqlite --serve-artifacts --artifacts-destination /mlflow/artifacts --default-artifact-root /mlflow/artifacts --static-prefix /morpheus/mlflow"
mlflow.tracking_uri		"sqlite:////mlflow/db/mlflow-db.sqlite"
mlflow.migrate		true
mlflow.withEngine		false
dashboardPort		30500
hostCommonPath		"/opt/morpheus/common"
imagePullPolicy		"IfNotPresent"
imagePullSecrets		[{"name": "nvidia-registrykey-secret"}]
serviceAccount.create		false
serviceAccount.name		"morpheus"
platform.openshift		false
loadBalancer.enabled		false

For more information on NVIDIA Morpheus, visit the Morpheus documentation: NVIDIA Morpheus Documentation