MLOps Workshop - Customer Churn UI

User Interface of customer churn demo application for MLOps workshop.

This app contains an opinionated set of components for modern web development, including:

• React
• Sass
• Carbon
• Create React App

Deploy on OpenShift

Install Cloud-Native Toolkit

Prereqs

• Docker (if challenging you can use Gitpod).
• OpenShift server URL and login token: get them by cliking on your name in the top right corner of OpenShift console, then click Copy login command and Display token.
• GitHub access with personal access token: we strongly suggest to setup zero trust policy by using fine-grained tokens with following Repository permissions:
  • Read access to metadata
  • Read and Write access to administration, code, commit statuses, merge queues, pull requests, and repository hooks.

Run terraform automation

On your workstation, open a terminal:

git clone https://github.com/cloud-native-toolkit/automation-solutions
cd automation-solutions
curl -sL https://iascable.cloudnativetoolkit.dev/install.sh | sh
iascable build -i boms/infrastructure/_common/200-openshift-gitops.yaml
iascable build -i boms/infrastructure/_common/220-dev-tools.yaml
cd output/
./launch.sh
export TF_VAR_server_url="<CLUSTER_SERVER_URL>"
export TF_VAR_cluster_login_token="<CLUSTER_LOGIN_TOKEN>"
export TF_VAR_config_banner_text="<CLUSTER_BANNER_TEXT>"
export TF_VAR_gitops_repo_host="github.com"
export TF_VAR_gitops_repo_org="<GITOPS_REPO_ORG>" # Skip if using personal repo
export TF_VAR_gitops_repo_repo="<GITOPS_REPO_NAME>"
export TF_VAR_gitops_repo_username="<GIT_USERNAME>"
export TF_VAR_gitops_repo_token="<GIT_TOKEN>"
cp -r . /workspaces/current
cd /workspaces/current
cd 200-openshift-gitops/terraform/
terraform init
terraform apply
cd ../../220-dev-tools/terraform
terraform init
terraform apply

Setup Artifactory

TODO

Setup CI using Cloud-Native Toolkit pipelines (Tekton)

TODO

Setup CD using GitOps with ArgoCD

TODO