Traefik Ingress

CAIP uses Traefik ingress for Kubeflow, MLflow, optional Grafana, Streamlit, and KServe access patterns across all clusters and environments.

Use the URL patterns below for direct service access. If you have any questions or run into issues, please contact the CAIP team.

Managed Kubeflow

For Managed Kubeflow, we recommend using nicename for Kubeflow and MLflow.

Kubeflow and MLflow Nicenames

Region	Service	Recommended URL
CN	Kubeflow	https://kubeflow.caip.bmwchina.cloud
CN	MLflow	https://mlflow.caip.bmwchina.cloud
ROW	Kubeflow	https://kubeflow.caip.bmw.cloud
ROW	MLflow	https://mlflow.caip.bmw.cloud

Grafana and Streamlit

If your Managed Kubeflow setup includes Grafana, use the dedicated Traefik host.

Streamlit is deployed by users. Existing deployments should be redeployed with the latest Helm chart version to ensure the Traefik ingress configuration is applied correctly.

Latest chart:

• streamlit-0.6.1.tgz

ROW Managed Kubeflow

Service	Traefik URL format
Grafana	https://grafana.prod.mcaip-kflw.hub.orbit.eu-central-1.connected.bmw
Streamlit	https://streamlit.prod.mcaip-kflw.hub.orbit.eu-central-1.connected.bmw/<workspace>

CN Managed Kubeflow

Service	Traefik URL format
Grafana	https://grafana.prod.mcaip-cn.hub.orbit.cn-north-1.cv.bmw.com.cn
Streamlit	https://streamlit.prod.mcaip-cn.hub.orbit.cn-north-1.cv.bmw.com.cn/<workspace>

Dedicated Kubeflow

Use the Traefik URL patterns below for direct service access.

Because Streamlit is deployed by users, existing deployments should be redeployed with the latest Helm chart version to ensure the Traefik ingress configuration is applied correctly.

Latest chart:

• streamlit-0.6.1.tgz

ROW Dedicated Kubeflow

Service	Traefik URL format
Kubeflow	https://cd4ml.<env>.<product-name>.hub.orbit.eu-central-1.connected.bmw
MLflow	https://mlflow.<env>.<product-name>.hub.orbit.eu-central-1.connected.bmw
Grafana	https://grafana.<env>.<product-name>.hub.orbit.eu-central-1.connected.bmw
Streamlit	https://streamlit.<env>.<product-name>.hub.orbit.eu-central-1.connected.bmw/<namespace>

CN Dedicated Kubeflow

Service	Traefik URL format
Kubeflow	https://cd4ml.<env>.<product-name>.hub.orbit.cn-north-1.cv.bmw.com.cn
MLflow	https://mlflow.<env>.<product-name>.hub.orbit.cn-north-1.cv.bmw.com.cn
Grafana	https://grafana.<env>.<product-name>.hub.orbit.cn-north-1.cv.bmw.com.cn
Streamlit	https://streamlit.<env>.<product-name>.hub.orbit.cn-north-1.cv.bmw.com.cn/<namespace>

KServe Services

For public internet access, create or recreate KServe services by following the Traefik-based guide:

Serve and Expose Guide

Summary

• Traefik ingress is the supported ingress path for CAIP services.
• Managed Kubeflow users should use nicename for Kubeflow and MLflow where available.
• Use the documented Traefik URL patterns for Grafana, Streamlit, and KServe.
• Redeploy user-managed Streamlit apps with the latest Helm chart version.