IoT Platform Using Modern Data Stack

This project goal is to create an IoT platform from scratch using Modern Data Stack ( Prefect, DuckDB , FastAPI, Streamlit)

Pre-requisites

• Prefect Cloud account
• Prefect API URL and Key
• Mapbox Token
• Docker desktop
• PDM ( Python Dependency Manager )
• Prefect
• FastAPI
• Streamlit

How to Run

1. Install pdm

   $ curl -sSLO https://pdm-project.org/install-pdm.py

   $ python3 install-pdm.py [options]

2. Install dependencies

   $ pdm install

3. Activate virtual environment

   $ eval $(pdm venv activate)

4. Create '.env' variable inside root directory by renaming .sample-env and then provide your credentials

5. Run docker from root directory

   $ docker compose up

How To Use

1. API - http://localhost:8000/docs

   

2. Web UI (Streamlit App) - http://localhost:8015

   

3. Prefect Cloud UI - https://app.prefect.cloud

   

Meetup Presentation

Moder Data Stack PPT