Deploying Comet Self Hosted
Kubernetes-based deployments.
For new deployments, we support Kubernetes (EKS, GKE, AKS) and
AWS SageMaker managed service.
Amazon Web Services (AWS) SageMaker managed service
Comet is now available as a fully managed service at Amazon SageMaker partner AI appsSelf hosted installation options
For new deployments, Comet supports Kubernetes-based installations. You can deploy Comet on:
- Amazon SageMaker App (Recommended): Deployed on an existing VPC. Infrastructure, security, license, and support are fully managed by AWS.
Amazon SageMaker App - Kubernetes Cluster: The recommended approach for scalable, resilient, and production-ready deployments. Supports EKS, GKE, AKS, and on-premises Kubernetes.
Kubernetes Helm Chart Installation
Note: Single-server (All-In-One) deployments are deprecated and no longer supported for new customers. For lightweight local development needs, consider Opik Open Source.
For organizations that don't want to manage their deployments, Comet is pleased to offer management services. Even if you choose to host on your own infrastructure our team can oversee the deployment, ensuring it's optimally configured, up to date, secure, and resilient. This allows you to harness the full power of Comet while ensuring smooth integration with your existing systems.
Check Out Our Enterprise offeringComet Amazon SageMaker App
You can access Comet directly from SageMaker Studio and SageMaker Unified Studio without the need to provide additional credentials. The app infrastructure is deployed, managed, and supported by AWS, providing a holistic experience and seamless integration. This means each Comet deployment through SageMaker AI is securely isolated and provisioned automatically. You can seamlessly integrate Comet's advanced tools without altering any of your existing AWS workflows.
Deploy Comet as a manged service in your sagemaker account nowGet started with Kubernetes deployment
Follow the steps below to deploy Comet on your own infrastructure using Kubernetes. For production deployments, we recommend using a managed Kubernetes service (EKS, GKE, AKS).
Fill in the 'Get your license token form', and we will send you an email.
You will receive 2 emails: one to confirm your email and a second with your license token.
Once you have received your license token, you can install Comet by running the commands below.
Overview
Kubernetes Installation (Recommended)¶
For production deployments, use Helm charts on a managed Kubernetes cluster (EKS, GKE, AKS).
See the Kubernetes Helm Chart Installation Guide for details.
AWS SageMaker App (Managed)¶
For a fully managed deployment, use the AWS SageMaker App.
cometctl init --license-token {provided key}