{"id":28318628,"url":"https://github.com/oliver-zehentleitner/unicorn-fy","last_synced_at":"2025-12-12T01:03:59.361Z","repository":{"id":38236295,"uuid":"179387162","full_name":"oliver-zehentleitner/unicorn-fy","owner":"oliver-zehentleitner","description":"A Python SDK to convert received raw data from crypto exchange API endpoints into well-formed python 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Release](https://img.shields.io/github/release/oliver-zehentleitner/unicorn-fy.svg?label=github\u0026color=blue)](https://github.com/oliver-zehentleitner/unicorn-fy/releases)\n[![GitHub Downloads](https://img.shields.io/github/downloads/oliver-zehentleitner/unicorn-fy/total?color=blue)](https://github.com/oliver-zehentleitner/unicorn-fy/releases)\n[![PyPi Release](https://img.shields.io/pypi/v/unicorn-fy?color=blue)](https://pypi.org/project/unicorn-fy/)\n[![PyPi Downloads](https://pepy.tech/badge/unicorn-fy)](https://pepy.tech/project/unicorn-fy)\n[![License](https://img.shields.io/github/license/oliver-zehentleitner/unicorn-fy.svg?color=blue)](https://oliver-zehentleitner.github.io/unicorn-fylicense.html)\n[![Supported Python Version](https://img.shields.io/pypi/pyversions/unicorn_fy.svg)](https://www.python.org/downloads/)\n[![PyPI - Status](https://img.shields.io/pypi/status/unicorn_fy.svg)](https://github.com/oliver-zehentleitner/unicorn-fy/issues)\n[![codecov](https://codecov.io/gh/oliver-zehentleitner/unicorn-fy/branch/master/graph/badge.svg?token=5I03AZ3F5S)](https://codecov.io/gh/oliver-zehentleitner/unicorn-fy)\n[![CodeQL](https://github.com/oliver-zehentleitner/unicorn-fy/actions/workflows/codeql-analysis.yml/badge.svg)](https://github.com/oliver-zehentleitner/unicorn-fy/actions/workflows/codeql-analysis.yml)\n[![Unit Tests](https://github.com/oliver-zehentleitner/unicorn-fy/actions/workflows/unit-tests.yml/badge.svg)](https://github.com/oliver-zehentleitner/unicorn-fy/actions/workflows/unit-tests.yml)\n[![Build and Publish GH+PyPi](https://github.com/oliver-zehentleitner/unicorn-fy/actions/workflows/build_wheels.yml/badge.svg)](https://github.com/oliver-zehentleitner/unicorn-fy/actions/workflows/build_wheels.yml)\n[![Read the Docs](https://img.shields.io/badge/read-%20docs-yellow)](https://oliver-zehentleitner.github.io/unicorn-fy)\n[![Read How To`s](https://img.shields.io/badge/read-%20howto-yellow)](https://technopathy.club)\n[![Github](https://img.shields.io/badge/source-github-cbc2c8)](https://github.com/oliver-zehentleitner/unicorn-fy)\n[![Telegram](https://img.shields.io/badge/community-telegram-41ab8c)](https://t.me/unicorndevs)\n\n[![LUCIT-UNICORNFY-Banner](https://raw.githubusercontent.com/oliver-zehentleitner/unicorn-fy/master/images/logo/LUCIT-UNICORNFY-Banner-Readme.png)](https://github.com/oliver-zehentleitner/unicorn-fy)\n\n# UnicornFy\n[Supported Exchanges](#supported-exchanges) | [Installation](#installation-and-upgrade) | [Change Log](#change-log) | [Documentation](#documentation) | \n[Examples](#examples) | [Wiki](#wiki) | [Social](#social) | [Notifications](#receive-notifications) | [Bugs](#how-to-report-bugs-or-suggest-improvements) \n| [Contributing](#contributing) | [Disclaimer](#disclaimer) \n\nA Python SDK to convert received raw data from crypto exchange API endpoints into well-formed python dictionaries.\n\nPart of ['UNICORN Binance Suite'](https://github.com/oliver-zehentleitner/unicorn-binance-suite).\n\n```\nimport unicorn_fy\n\nreceived_stream_data_json = {\"stream\": \"btcusdt@trade\",\n                             \"data\": {\"e\": \"trade\",\n                                      \"E\": 1556876873656,\n                                      \"s\": \"BTCUSDT\",\n                                      \"t\": 117727701,\n                                      \"p\": \"5786.76000000\",\n                                      \"q\": \"0.03200500\",\n                                      \"b\": 341831847,\n                                      \"a\": 341831876,\n                                      \"T\": 1556876873648,\n                                      \"m\": True,\n                                      \"M\": True}}\n\nufy = unicorn_fy.UnicornFy()\n\nunicorn_fied_stream_data = ufy.binance_com_websocket(received_stream_data_json)\nprint(unicorn_fied_stream_data)\n```\n\nOutput:\n\n```\n{'stream_type': 'btcusdt@trade', 'event_type': 'trade', 'event_time': 1556876873656, 'symbol': 'BTCUSDT',\n 'trade_id': 117727701, 'price': '5786.76000000', 'quantity': '0.03200500', 'buyer_order_id': 341831847,\n 'seller_order_id': 341831876, 'trade_time': 1556876873648, 'is_market_maker': True, 'ignore': True,\n 'unicorn_fied': ['binance', '0.16.1']}\n```\n\nThis lib is integrated into \n[UNICORN Binance WebSocket API](https://www.lucit.tech/unicorn-binance-websocket-api.html) \nand can be activated by setting parameter \n[`output_default` of `BinanceWebSocketApiManager()` to `UnicornFy`](https://oliver-zehentleitner.github.io/unicorn-binance-websocket-api/unicorn_binance_websocket_api.html?highlight=output_default#module-unicorn_binance_websocket_api.manager) \nor for specific streams with the parameter \n[`output` of `create_stream()` to `UnicornFy`](https://oliver-zehentleitner.github.io/unicorn-binance-websocket-api/unicorn_binance_websocket_api.html?highlight=output#unicorn_binance_websocket_api.manager.BinanceWebSocketApiManager.create_stream).\n\n## Get the right [logger](https://github.com/oliver-zehentleitner/unicorn-fy/blob/master/examples/_archive/example_logging.py):\n```\nlogging.getLogger(\"unicorn_fy\")\n```\n\n## What are the benefits of UnicornFy\n### Supported exchanges:\n\n***Websockets***\n\n| Exchange | Docs            | Status | \n| -------- | --------------- | ------ |\n| [Binance](https://www.binance.com) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_websocket) | STABLE |\n| [Binance Testnet](https://testnet.binance.vision/) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_websocket) | STABLE |\n| [Binance Margin](https://www.binance.com) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_margin_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_margin_websocket) | STABLE |\n| [Binance Margin Testnet](https://testnet.binance.vision/) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_margin_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_margin_websocket) | STABLE |\n| [Binance Isolated Margin](https://www.binance.com) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_isolated_margin_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_isolated_margin_websocket) | STABLE |\n| [Binance Isolated Margin Testnet](https://testnet.binance.vision/) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_isolated_margin_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_isolated_margin_websocket) | STABLE |\n| [Binance Futures](https://www.binance.com) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_futures_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_futures_websocket) | STABLE |\n| [Binance Futures Testnet](https://testnet.binancefuture.com) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_futures_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_coin_futures_websocket) | STABLE |\n| [Binance Coin Futures](https://www.binance.com) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_coin_futures_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_coin_futures_websocket) | NEEDS_YOUR_HELP |\n| [Binance Coin Futures Testnet](https://testnet.binancefuture.com) ([API](https://github.com/binance-exchange/binance-official-api-docs)) | [`binance_com_coin_futures_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_com_futures_websocket) | NEEDS_YOUR_HELP |\n| [Binance US](https://www.binance.us) ([API](https://github.com/binance-us/binance-official-api-docs)) | [`binance_us_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_us_websocket) | STABLE |\n| [Binance TR](https://www.trbinance.com) ([API](https://www.trbinance.com/apidocs)) | [`trbinance_com_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.trbinance_com_websocket) | STABLE |\n| [Binance DEX](https://www.binance.org) ([API](https://docs.binance.org/)) | [`binance_org_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_org_websocket) | NEEDS_YOUR_HELP |\n| [Binance DEX Testnet](https://testnet.binance.org) ([API](https://docs.binance.org/)) | [`binance_org_websocket(stream_data_json)`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=binance_com#unicorn_fy.unicorn_fy.UnicornFy.binance_org_websocket) | NEEDS_YOUR_HELP |\n\n***REST***\n\nNone\n\n- Available as a package via `pip` and `conda` as precompiled C extension with stub files for improved Intellisense \n  functions and source code for easier debugging of the source code. [To the installation.](#installation-and-upgrade)\n\n- Excessively tested on Linux, Mac and Windows\n\nIf you like the project, please \n[![star](https://raw.githubusercontent.com/oliver-zehentleitner/unicorn-fy/master/images/misc/star.png)](https://github.com/oliver-zehentleitner/unicorn-fy/stargazers) it on \n[GitHub](https://github.com/oliver-zehentleitner/unicorn-fy)! \n\n## Installation and Upgrade\nThe module requires Python 3.8 and runs smoothly up to and including Python 3.13.\n\n[There is no conda support until the migration to conda-forge.](https://github.com/oliver-zehentleitner/unicorn-binance-suite/issues/17)\n\nFor the PyPy interpreter we offer packages only from Python version 3.9 and higher.\n\nThe current dependencies are listed \n[here](https://github.com/oliver-zehentleitner/unicorn-fy/blob/master/requirements.txt).\n\nIf you run into errors during the installation take a look [here](https://github.com/oliver-zehentleitner/unicorn-binance-suite/wiki/Installation).\n\n### Packages are created automatically with GitHub Actions\nWhen a new release is to be created, we start two GitHubActions: \n\n- [Build and Publish Anaconda](https://github.com/oliver-zehentleitner/unicorn-binance-suite/issues/17)\n- [Build and Publish GH+PyPi](https://github.com/oliver-zehentleitner/unicorn-fy/actions/workflows/build_wheels.yml) \n\nBoth start virtual Windows/Linux/Mac servers provided by GitHub in the cloud with preconfigured environments and \ncreate the respective compilations and stub files, pack them into wheels and conda packages and then publish them on \nGitHub, PYPI and Anaconda. This is a transparent method that makes it possible to trace the source code behind a \ncompilation.\n\n### A Cython binary, PyPy or source code based CPython wheel of the latest version with `pip` from [PyPI](https://pypi.org/project/unicorn-binance-rest-api/)\nOur [Cython](https://cython.org/) and [PyPy](https://www.pypy.org/) Wheels are available on [PyPI](https://pypi.org/), \nthese wheels offer significant advantages for Python developers:\n\n- ***Performance Boost with Cython Wheels:*** Cython is a programming language that supplements Python with static \n  typing and C-level performance. By compiling Python code into C, Cython Wheels can significantly enhance the \n  execution speed of Python code, especially in  computationally intensive tasks. This means faster runtimes and more \n  efficient processing for users of our package. \n\n- ***PyPy Wheels for Enhanced Efficiency:*** PyPy is an alternative Python interpreter known for its speed and \n  efficiency. It uses Just-In-Time (JIT) compilation, which can dramatically improve the performance of Python code. \n  Our PyPy Wheels are tailored for compatibility with PyPy, allowing users to leverage this speed advantage seamlessly.\n\nBoth Cython and PyPy Wheels on PyPI make the installation process simpler and more straightforward. They ensure that \nyou get the optimized version of our package with minimal setup, allowing you to focus on development rather than \nconfiguration.\n\nOn Raspberry Pi and other architectures for which there are no pre-compiled versions, the package can still be \ninstalled with PIP. PIP then compiles the package locally on the target system during installation. Please be patient, \nthis may take some time!\n\n#### Installation\n`pip install unicorn-fy`\n\n#### Update\n`pip install unicorn-fy --upgrade`\n\n### A Conda Package of the latest version with `conda` from [Anaconda](https://anaconda.org/lucit)\n[There is no conda support until the migration to conda-forge.](https://github.com/oliver-zehentleitner/unicorn-binance-suite/issues/17)\n\nThe `unicorn-fy` package is also available as a Cython version for the `linux-64`, `osx-64` \nand `win-64` architectures with [Conda](https://docs.conda.io/en/latest/) through the \n[`lucit` channel](https://anaconda.org/lucit). \n\nFor optimal compatibility and performance, it is recommended to source the necessary dependencies from the \n[`conda-forge` channel](https://anaconda.org/conda-forge). \n\n#### Installation\n[There is no conda support until the migration to conda-forge.](https://github.com/oliver-zehentleitner/unicorn-binance-suite/issues/17)\n\n```\nconda config --add channels conda-forge\nconda config --add channels lucit\nconda install -c lucit unicorn-fy\n```\n\n#### Update\n[There is no conda support until the migration to conda-forge.](https://github.com/oliver-zehentleitner/unicorn-binance-suite/issues/17)\n\n`conda update -c lucit unicorn-fy`\n\n### From source of the latest release with PIP from [GitHub](https://github.com/oliver-zehentleitner/unicorn-fy)\n\n#### Linux, macOS, ...\nRun in bash:\n\n`pip install https://github.com/oliver-zehentleitner/unicorn-fy/archive/$(curl -s https://api.github.com/repos/oliver-zehentleitner/unicorn-fy/releases/latest | grep -oP '\"tag_name\": \"\\K(.*)(?=\")').tar.gz --upgrade`\n\n#### Windows\nUse the below command with the version (such as 0.16.1) you determined [here](https://github.com/oliver-zehentleitner/unicorn-fy/releases/latest):\n\n`pip install https://github.com/oliver-zehentleitner/unicorn-fy/archive/0.16.1.tar.gz --upgrade`\n\n### From the latest source (dev-stage) with PIP from [GitHub](https://github.com/oliver-zehentleitner/unicorn-fy)\nThis is not a release version and can not be considered to be stable!\n\n`pip install https://github.com/oliver-zehentleitner/unicorn-fy/tarball/master --upgrade`\n\n### [Conda environment](https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html), [Virtualenv](https://virtualenv.pypa.io/en/latest/) or plain [Python](https://www.python.org)\nDownload the [latest release](https://github.com/oliver-zehentleitner/unicorn-fy/releases/latest) \nor the [current master branch](https://github.com/oliver-zehentleitner/unicorn-fy/archive/master.zip)\n and use:\n \n- ./environment.yml\n- ./meta.yaml\n- ./pyproject.toml\n- ./requirements.txt\n- ./setup.py\n\n## Change Log\n[https://oliver-zehentleitner.github.io/unicorn-fy/changelog.html](https://oliver-zehentleitner.github.io/unicorn-fy/changelog.html)\n\n## Documentation\n- [General](https://oliver-zehentleitner.github.io/unicorn-fy)\n- [Modules](https://oliver-zehentleitner.github.io/unicorn-fymodules.html)\n\n## Examples\n- [Look here!](https://github.com/oliver-zehentleitner/unicorn-fy/tree/master/examples/)\n\n## Project Homepage\n[https://github.com/oliver-zehentleitner/unicorn-fy](https://github.com/oliver-zehentleitner/unicorn-fy)\n\n## Wiki\n[https://github.com/oliver-zehentleitner/unicorn-fy/wiki](https://github.com/oliver-zehentleitner/unicorn-fy/wiki)\n\n## Social\n- [Discussions](https://github.com/oliver-zehentleitner/unicorn-fy/discussions)\n- [https://t.me/unicorndevs](https://t.me/unicorndevs)\n- [https://dev.binance.vision](https://dev.binance.vision)\n- [https://community.binance.org](https://community.binance.org)\n\n## Receive Notifications\nTo receive notifications on available updates you can \n[![watch](https://raw.githubusercontent.com/oliver-zehentleitner/unicorn-fy/master/images/misc/watch.png)](https://github.com/oliver-zehentleitner/unicorn-fy/watchers) \nthe repository on [GitHub](https://github.com/oliver-zehentleitner/unicorn-fy), write your \n[own script](https://github.com/oliver-zehentleitner/unicorn-fy/blob/master/examples/_archive/example_version_of_this_package.py) \nwith using \n[`is_update_available()`](https://oliver-zehentleitner.github.io/unicorn-fy/unicorn_fy.html?highlight=is_update#unicorn_fy.unicorn_fy.UnicornFy.is_update_availabe) \n or you use the \n[monitoring API service](https://github.com/oliver-zehentleitner/unicorn-binance-websocket-api/wiki/UNICORN-Monitoring-API-Service).\n\n## How to report Bugs or suggest Improvements?\n[List of planned features](https://github.com/oliver-zehentleitner/unicorn-fy/issues?q=is%3Aissue+is%3Aopen+label%3Aenhancement) - \nclick ![thumbs-up](https://raw.githubusercontent.com/oliver-zehentleitner/unicorn-fy/master/images/misc/thumbup.png) if you need one of them or suggest a new feature!\n\nBefore you report a bug, [try the latest release](https://github.com/oliver-zehentleitner/unicorn-fy#installation-and-upgrade). \nIf the issue still exists, provide the error trace, OS and python version and explain how to reproduce the error. \nA demo script is appreciated.\n\nIf you don't find an issue related to your topic, please open a new issue:\n[https://github.com/oliver-zehentleitner/unicorn-fy/issues](https://github.com/oliver-zehentleitner/unicorn-fy/issues)\n\n[Report a security bug!](https://github.com/oliver-zehentleitner/unicorn-fy/security/policy)\n\n## Contributing\n[UnicornFy](https://github.com/oliver-zehentleitner/unicorn-fy)  is an open \nsource project which welcomes contributions which can be anything from simple documentation fixes and reporting dead links to new features. To \ncontribute follow \n[this guide](https://github.com/oliver-zehentleitner/unicorn-fy/blob/master/CONTRIBUTING.md).\n \n### Contributors\n[![Contributors](https://contributors-img.web.app/image?repo=oliver-zehentleitner/unicorn-fy)](https://github.com/oliver-zehentleitner/unicorn-fy/graphs/contributors)\n\nWe ![love](https://raw.githubusercontent.com/oliver-zehentleitner/unicorn-fy/master/images/misc/heart.png) open source!\n\n## Disclaimer\nThis project is for informational purposes only. You should not construe this information or any other material as \nlegal, tax, investment, financial or other advice. Nothing contained herein constitutes a solicitation, recommendation, \nendorsement or offer by us or any third party provider to buy or sell any securities or other financial instruments in \nthis or any other jurisdiction in which such solicitation or offer would be unlawful under the securities laws of such \njurisdiction.\n\n### If you intend to use real money, use it at your own risk!\n\nUnder no circumstances will we be responsible or liable for any claims, damages, losses, expenses, costs or liabilities \nof any kind, including but not limited to direct or indirect damages for loss of profits.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foliver-zehentleitner%2Funicorn-fy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Foliver-zehentleitner%2Funicorn-fy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Foliver-zehentleitner%2Funicorn-fy/lists"}