Welcome to Web3cat!

November 9, 2022 ยท View on GitHub

.. image:: https://readthedocs.org/projects/web3cat/badge/?version=latest :target: https://web3cat.readthedocs.io/en/latest/?badge=latest :alt: Documentation Status

Welcome to Web3cat!

.. image:: /docs/images/web3cat.png :width: 180

Meow, fellow researcher!

Web3cat is a framework for fetching and analyzing blockchain data.

Currently, it supports only EVM chains: Ethereum <https://ethereum.org>, Polygon <https://polygon.technology>, BNB <https://www.bnbchain.org>_, etc.

Design philosophy

#. Visualize the data with minimum code #. Free for downloading, saving, and analyzing the data however you want #. Cache the data to avoid re-fetching anything at all #. Fully decentralized, that is, depending only on the blockchain RPC

Quick demo

.. image:: /docs/images/web3cat_demo.gif

Getting started

  1. Install python package

.. code::

pip install web3cat

2. Set up your archive node rpc. The easiest (and also free) way is to use Alchemy <https://alchemy.com>_.

  1. Set initial configuration

.. code::

import os
os.environ['WEB3_PROVIDER_URI'] = 'https://eth-mainnet.g.alchemy.com/v2/<YOUR_ALCHEMY_API_KEY>'
os.environ['WEB3_CACHE_PATH']="cache.sqlite3"

4. (optional for Jupyter) Initialize bokeh for python notebooks

.. code::

from bokeh.io import output_notebook

output_notebook()

5. Run sample visualization

.. code::

from web3cat.view import View
from datetime import datetime

v = View(token="DAI", start=datetime(2022, 6, 1), end = datetime(2022, 10, 30)) \
    .total_supply() \
    .balance(["0x5d3a536E4D6DbD6114cc1Ead35777bAB948E3643", "0xbEbc44782C7dB0a1A60Cb6fe97d0b483032FF1C7"])
v.show()

.. image:: docs/images/view1.png

  1. Get underlying data

    .. code::

     v.get_data(0).transfers[["date", "block_number", "from", "to", "value"]]
    

    .. image:: docs/images/view_getting_started1.png

Roadmap

Use framework base layers to add analytics for protocols like Uniswap, Liquity, Aave, Compound, Frax, etc.

Contributing

So far no bureaucracy here, open issues, make pull requests, and have fun!