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clearml-docs/docs/deploying_clearml/clearml_server_kubernetes_helm.md

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Kubernetes

To upgrade an existing ClearML Server Kubernetes deployment, see here.

:::info If ClearML Server is being reinstalled, clearing browser cookies for ClearML Server is recommended. For example, for Firefox, go to Developer Tools > Storage > Cookies, and for Chrome, go to Developer Tools > Application > Cookies, and delete all cookies under the ClearML Server URL. :::

Prerequisites

  • Set up a Kubernetes cluster - For setting up Kubernetes on various platforms refer to the Kubernetes getting started guide.
  • Set up a single node LOCAL Kubernetes on laptop / desktop - For setting up Kubernetes on your laptop/desktop, kind is recommended.
  • Install helm - Helm is a tool for managing Kubernetes charts. Charts are packages of pre-configured Kubernetes resources. To install Helm, refer to the Helm installation guide in the Helm documentation. Ensure that the helm binary is in the PATH of your shell.

Deployment

You will create a multi-node Kubernetes cluster using Helm, and then install ClearML in your cluster. For deployment instructions with up-to-date Helms charts, see the clearml-helm-charts repository.

:::warning Server Access By default, ClearML Server launches with unrestricted access. To restrict ClearML Server access, follow the instructions in the Security page. :::

Next Step

To keep track of your experiments and/or data, the clearml package needs to communicate with your server. For instruction to connect the ClearML SDK to the server, see ClearML Setup.