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  • Introduction
  • Quickstart
  • Getting started
    • Install Feast
    • Create a feature repository
    • Deploy a feature store
    • Build a training dataset
    • Load data into the online store
    • Read features from the online store
  • Community
  • Roadmap
  • Changelog
  • Concepts
    • Overview
    • Feature view
    • Data model
    • Online store
    • Offline store
    • Provider
    • Architecture
  • Reference
    • Data sources
      • BigQuery
      • File
    • Offline stores
      • File
      • BigQuery
    • Online stores
      • SQLite
      • Redis
      • Datastore
    • Providers
      • Local
      • Google Cloud Platform
    • Feature repository
      • feature_store.yaml
      • .feastignore
    • Feast CLI reference
    • Python API reference
    • Usage
  • Feast on Kubernetes
    • Getting started
      • Install Feast
        • Docker Compose
        • Kubernetes (with Helm)
        • Amazon EKS (with Terraform)
        • Azure AKS (with Helm)
        • Azure AKS (with Terraform)
        • Google Cloud GKE (with Terraform)
        • IBM Cloud Kubernetes Service (IKS) and Red Hat OpenShift (with Kustomize)
      • Connect to Feast
        • Python SDK
        • Feast CLI
      • Learn Feast
    • Concepts
      • Overview
      • Architecture
      • Entities
      • Sources
      • Feature Tables
      • Stores
    • Tutorials
      • Minimal Ride Hailing Example
    • User guide
      • Overview
      • Getting online features
      • Getting training features
      • Define and ingest features
      • Extending Feast
    • Reference
      • Configuration Reference
      • Feast and Spark
      • Metrics Reference
      • Limitations
      • API Reference
        • Go SDK
        • Java SDK
        • Core gRPC API
        • Python SDK
        • Serving gRPC API
        • gRPC Types
    • Advanced
      • Troubleshooting
      • Metrics
      • Audit Logging
      • Security
      • Upgrading Feast
  • Contributing
    • Contribution process
    • Development guide
    • Versioning policy
    • Release process
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  • Kubernetes (with Helm)
  • Amazon EKS (with Terraform)
  • Azure AKS (with Helm)
  • Azure AKS (with Terraform)
  • Google Cloud GKE (with Terraform)
  • IBM Cloud Kubernetes Service (IKS) and Red Hat OpenShift (using Kustomize)

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  1. Feast on Kubernetes
  2. Getting started

Install Feast

PreviousGetting startedNextDocker Compose

Last updated 3 years ago

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A production deployment of Feast is deployed using Kubernetes.

Kubernetes (with Helm)

This guide installs Feast into an existing Kubernetes cluster using Helm. The installation is not specific to any cloud platform or environment, but requires Kubernetes and Helm.

Amazon EKS (with Terraform)

This guide installs Feast into an AWS environment using Terraform. The Terraform script is opinionated and intended to allow you to start quickly.

Azure AKS (with Helm)

This guide installs Feast into an Azure AKS environment with Helm.

Azure AKS (with Terraform)

This guide installs Feast into an Azure environment using Terraform. The Terraform script is opinionated and intended to allow you to start quickly.

Google Cloud GKE (with Terraform)

This guide installs Feast into a Google Cloud environment using Terraform. The Terraform script is opinionated and intended to allow you to start quickly.

IBM Cloud Kubernetes Service (IKS) and Red Hat OpenShift (using Kustomize)

This guide installs Feast into an existing or using Kustomize.

Kubernetes (with Helm)
Amazon EKS (with Terraform)
Azure AKS (with Helm)
Azure AKS (with Terraform)
Google Cloud GKE (with Terraform)
IBM Cloud Kubernetes Service
Red Hat OpenShift on IBM Cloud
IBM Cloud Kubernetes Service (IKS) and Red Hat OpenShift (with Kustomize)