MLFlow Provider Chart

This Helm chart provides a template for deploying an application that utilizes OpenAPI Specifications (OAS). It includes ConfigMaps to store the OAS content, a Deployment to run the application, and a Service to expose it.

Directory Structure

my-helm-chart
├── assets
│   ├── experiment.yaml
│   ├── metrics.yaml
│   ├── models.yaml
│   └── run.yaml
├── charts
├── templates
│   ├── configmap-experiment.yaml
│   ├── configmap-metrics.yaml
│   ├── configmap-registeredmodels.yaml
│   ├── configmap-run.yaml
│   ├── deployment.yaml
│   ├── service.yaml
│   └── _helpers.tpl
├── values.yaml
├── Chart.yaml
└── README.md

Installation

To install the chart, use the following command:

helm repo add krateo https://charts.krateo.io
helm repo update krateo
helm install krateo-core-provider krateo/mlflow-provider-kog

Replace <release-name> with your desired release name.

Configuration

You can customize the chart by modifying the values.yaml file. This file contains default configuration values, including server URLs and other parameters.

Resources

• ConfigMaps: Store the OpenAPI Specification content.
  • configmap-experiment.yaml: Contains the experiment API specifications.
  • configmap-metrics.yaml: Contains the metrics API specifications.
  • configmap-registeredmodels.yaml: Contains the registered models API specifications.
  • configmap-run.yaml: Contains the run API specifications.
• Deployment: Manages the application instances.
• Service: Exposes the application to the network.

Usage

After installation, you can access the application using the service created by this chart. The server URLs defined in the OAS will be templated and utilized by the application.

Requirements

oasgen-provider-chart should be installed in your cluster. Follow the README for installation instructions.