Featureform Simplified Examples

Production-ready examples for Featureform feature store deployments.

Examples

Example	Featureform	Offline Store	Online Store	Use Case
basic_local/	Docker	Postgres	Redis	Learning, local dev
basic_hybrid/	Docker	Snowflake + S3	Redis Cloud	Dev/test with cloud data
NOT DONE - Pending access to enterprise FF image example/basic_cloud/	AWS EKS	Snowflake + S3	Redis Cloud	Production

Quick Start

cd basic_local
docker-compose up -d
pip install -r requirements.txt
featureform apply definitions.py --insecure
python serve.py

To Look Into:

A. FF Enterprise Access B. Postgres Cloud

1. Streaming
2. Source data updates
3. Easy versioning (switch pipelines or updating features)

Structure

feature-form-simplified/
├── basic_local/          # Fully local (Postgres + Redis)
├── basic_hybrid/         # Local Featureform + Cloud stores
├── example/basic_cloud/  # Full cloud (EKS + Snowflake + Redis)
└── README.md

Requirements

• Docker
• Python 3.9+
• Featureform CLI (pip install featureform)