TickerDax Python Client

A python package that interfaces with the tickerdax.com REST and websockets API. It handles common data operations like batch downloading data, streaming real-time data, and caching data locally to minimize network requests.

Installation

You can install this package with pip by running the command below.

pip install tickerdax

Docker Dependency

This client interfaces with a redis docker container. In order for the package to work, you must first install docker. Here are instructions per platform.

Mac

Instructions

Linux

Instructions

Windows

Note on windows you must first install WSL then you can install docker. Instructions

Python Examples

Here is a basic example of getting historical data using the python SDK.

Get historical data

from pprint import pprint
from datetime import datetime, timezone
from tickerdax.client import TickerDax

client = TickerDax()
pprint(client.get_route(
    route='predictions/ml-order-book-model-1',
    symbols=["BTC"],
    start=datetime.now(tz=timezone.utc),
    end=datetime.now(tz=timezone.utc)
))

Note that if this data doesn't exist in your cache, the data will be fetched from the REST API. All subsequent calls to the same data will only be from the cache and not the REST API. This is designed give you lighting fast responses and ultimately deliver data to you a cheaper cost.

Stream realtime data

This is how you can stream data to your cache. This will run indefinitely and fill your local cache as new data is available.

client.stream(
    routes={
        'predictions/ml-order-book-model-1': ['BTC', 'LTC'],
    },
)

In another process you can call client.get_route() as many times you like or whenever your app re-evaluates. The data will be available once it is updated by the stream.

CLI

The package also has a command line interface.

Usage: tickerdax [OPTIONS] COMMAND [ARGS]...                                
                                                                            
  TickerDax version 0.0.21. A CLI tool that interfaces with the tickerdax.com
  REST and websockets API. It handles common data operations like batch     
  downloading, streaming, and caching data locally to minimize network      
  requests.                                                                 
                                                                            
Options:                                                                    
  --help  Show this message and exit.

Commands:
  create-config
  download
  list-routes
  stream

Environment Variables