Skip to main content

Python client for tardis.dev - historical tick-level cryptocurrency market data replay API.

Project description

tardis-dev

PyPi Python Code style: black


Python tardis-dev package provides convenient access to tick-level historical cryptocurrency market data in exchange-native format. It focuses on two primary workflows: replaying historical market data and downloading historical market data as CSV files. If you need normalized replay or real-time streaming, use the Node.js client or Tardis Machine.

replay() accepts ISO date strings or Python datetime values. Naive datetimes are treated as UTC.


import asyncio
from tardis_dev import Channel, replay


async def main():
    async for local_timestamp, message in replay(
        exchange="binance",
        from_date="2024-03-01",
        to_date="2024-03-02",
        filters=[Channel("trade", ["btcusdt"]), Channel("depth", ["btcusdt"])],
        api_key="YOUR_API_KEY",
    ):
        print(local_timestamp, message)


asyncio.run(main())

Features



  • support for many cryptocurrency exchanges — see docs.tardis.dev for the full list



Installation

Requires Python 3.9+ installed.

pip install tardis-dev


Documentation

See official docs



Examples

Replay historical market data

import asyncio
from tardis_dev import Channel, replay


async def main():
    async for local_timestamp, message in replay(
        exchange="binance",
        from_date="2024-03-01",
        to_date="2024-03-02",
        filters=[Channel("trade", ["btcusdt"]), Channel("depth", ["btcusdt"])],
    ):
        print(local_timestamp, message)


asyncio.run(main())

Download CSV datasets

from tardis_dev import download_datasets


download_datasets(
    exchange="binance",
    data_types=["trades", "incremental_book_L2"],
    symbols=["BTCUSDT"],
    from_date="2024-03-01",
    to_date="2024-03-02",
    api_key="YOUR_API_KEY",
)

Migration from tardis-client

This package is the v3 API. Existing tardis-client and tardis_dev.datasets.download() users should migrate to the new top-level functions:

  • replay: TardisClient().replay(...) -> replay(...)
  • datasets: from tardis_dev import datasets; datasets.download(...) -> from tardis_dev import download_datasets
  • cache cleanup: tardis_client.clear_cache() -> clear_cache()

See Migration Notice for the full migration guide.



See the tardis-dev docs for more examples.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

tardis_dev-3.3.0.tar.gz (15.6 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

tardis_dev-3.3.0-py3-none-any.whl (17.6 kB view details)

Uploaded Python 3

File details

Details for the file tardis_dev-3.3.0.tar.gz.

File metadata

  • Download URL: tardis_dev-3.3.0.tar.gz
  • Upload date:
  • Size: 15.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.8.5 CPython/3.9.25 Linux/6.17.0-1008-azure

File hashes

Hashes for tardis_dev-3.3.0.tar.gz
Algorithm Hash digest
SHA256 5f201263d6b54835122ced7805fbd1346e73ea776a228ff7a79235e8ee3fdb59
MD5 760ad380c39bcef3eac15381955b999d
BLAKE2b-256 2ab03ec3d96f8cbc2999ac91dbe67fdf24e400b8e4f4383a56bd2f0203d24191

See more details on using hashes here.

File details

Details for the file tardis_dev-3.3.0-py3-none-any.whl.

File metadata

  • Download URL: tardis_dev-3.3.0-py3-none-any.whl
  • Upload date:
  • Size: 17.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: poetry/1.8.5 CPython/3.9.25 Linux/6.17.0-1008-azure

File hashes

Hashes for tardis_dev-3.3.0-py3-none-any.whl
Algorithm Hash digest
SHA256 12a1ce73fc90c96c675f31b9acca6481e55a9340ba2d43eb41bc4b0770d1045f
MD5 4343b29cf29d76216f4dfff059b52c7e
BLAKE2b-256 015b0c83ad6ac09ae4bec2083908c7df7dc3a719e03ba9140f4e0ae5d0393355

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page