Paulescu/real-time-ohlc-with-bytewax

Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlit

Real-time stream processing in Python

Compute real-time OHLC data from raw trades with Bytewax

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Table of contents

1. What is this repo about?
2. How to run this code
3. Wannna build real-world ML products?

What is this repo about?

This repository shows how to

• fetch real-time trade data from the Coinbase Websocket API
• transform trade data into OHLC data in real-time using Bytewax, and
• plot the OHLC data using Bokeh and Streamlit.

The final app is publicly deployed on Streamlit Cloud 👉🏽 click here

How to run this code

1. Create a Python virtual environment with the project dependencies with

   $ make init
   

2. To run the Streamlit app locally simply do

   $ make run
   

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