Crypto HFT Data Aggregator

Crypto High Frequency Data Aggregator

This project helps you to collect real-time orderbook, trade and other HFT data from several crypto exchanges using websocket endpoints.

Available Exchanges

• Binance
• Bitmex
• Okex
• Bitfinex
• Coinbase
• Bitstamp
• Kraken

Usage

1. Clone, Set-up virtual environment and Install requirements

$ git clone [email protected]:SpiralDevelopment/crypto-hft-data.git
$ cd crypto-hft-data
$ pip3 install virtualenv
$ virtualenv env
$ source env/bin/activate
$ pip3 install -r requirements.txt

2. Prepare config file

Decide on what kind of data you want to receive from an exchange, and save that information in json format into configs.json file.

Example to collect orderbook and trade data from Coinbase for BTC-USD and ETH-USD pairs:

{
  "coinbase": {
    "BTC-USD": "matches,level2",
    "ETH-USD": "matches,level2"
  }
}

Example to collect orderbook, trade and liquidation data from Bitmex for XBT-USD and ETH-USD pairs:

{
  "bitmex": {
    "xbtusd": "orderBookL2,trade,liquidation",
    "ethusd": "orderBookL2,trade,liquidation"
  }
}

To find out the exact endpoints, you need to refer to the offical API documentations of the exchanges.

I've already made a sample configurations for all exchanges in the configs.json file. All those endpoints are active and working as of writing this.

3. Launch

Run main.py passing exchange name as an argument.

python3 main.py -e coinbase

All data is saved in .csv file format under files/"exchange-name"/"endpoint-name" folders.

Contributions

Contributions and feature requests are always welcome!

Support

If you like my work, feel free to support it!

• BTC: 1PUGs6mxcW2W3SJi95aG8GvRQRJsoFHWWQ

• ETH: 0x66615e09f7f46429e7620ffbf78479879bbab41d

• LTC: LRxYMgEXMumwxYdimZo9EJ5CfBcipD5c3n

License

MIT License