A Python wrapper for the CoinGecko API
Project description
Table of Contents
- Overview
- Features
- Installation
- API Key
- Quick Start
- Usage Examples
- Available Methods
- Running on Docker
- Testing
- Roadmap
- Contributing
- License
- Contact
Overview
pycgapi
is an unofficial Python wrapper for the CoinGecko API (V3). It's designed to process API endpoint
responses to easy-to-use pandas
DataFrames. From simple price checks to complex historical data analysis,
pycgapi
facilitates seamless integration with the CoinGecko API. For more information on the
official CoinGecko API, please refer to the official documentation.
Features
pycgapi
provides a user-friendly and efficient way to interact with
the CoinGecko API. It simplifies the process of retrieving cryptocurrency data, offering the following features:
- Simplified Endpoints: Access to CoinGecko's extensive cryptocurrency data through easy-to-use Python methods.
- Comprehensive Data Access: Fetch latest prices, market caps, trading volumes, historical data, and more for over thousands of cryptocurrencies.
- Enhanced Functionality for Pro Users: Special endpoints for Pro API users, including faster data updates and access to exclusive data sets.
- Multi-Category Support: Access to various categories, including coins, exchanges, derivatives, decentralized finance (DeFi), and non-fungible tokens (NFTs).
- Historical Data Retrieval: Obtain historical market data with customizable granularity, providing valuable insights into cryptocurrency trends and movements.
- Global Cryptocurrency Statistics: Overview of global cryptocurrency statistics, including market caps, trading volumes, and dominance percentages.
- Rate Limit Management: Handles API rate limits efficiently, ensuring seamless data retrieval without hitting rate limits.
- Error Handling and Reporting: Comprehensive error handling to report and manage API request issues effectively.
- Real-time Data Updates: Offers real-time updates on cryptocurrency prices and market changes, crucial for timely analysis and decision-making.
- Easy Integration: Designed for easy integration into financial analysis tools, trading bots, and cryptocurrency applications.
pycgapi
is ideal for cryptocurrency enthusiasts, financial analysts, data scientists, and developers seeking a
robust and comprehensive solution for accessing CoinGecko's extensive cryptocurrency data.
Installation
To install pycgapi
, simply run:
pip install pycgapi
Or, clone from GitHub and install:
git clone https://github.com/nathanramoscfa/pycgapi.git
cd pycgapi
python setup.py install
API Key
You do not need an API key to use the Public API. You will need an API key to use the Pro API. To obtain an API key,
please visit the CoinGecko API page and follow the instructions. This package comes
bundled with keyring
(Homepage) to save and retrieve your API key securely
without having to hardcode it. To save your API key, simply run the following code in a Python console or Jupyter
Notebook:
import keyring
keyring.set_password('coingecko', 'api_key', 'MY_API_KEY') # replace MY_API_KEY with your API key
print(keyring.get_password('coingecko', 'api_key'))
Output:
'MY_API_KEY'
CoinGecko API Plans and Rate Limits
CoinGecko offers various API plans tailored to different user needs. Below is a summary table of the key features of each plan:
Plan | Monthly Price | Annual Price (Monthly) | Rate Limit/Min | Call Credits (Monthly |
---|---|---|---|---|
Demo (Beta) | Free | Free | 10-30 | 10K |
Analyst | $129 | $103 | 500 | 500K |
Lite | $499 | $399 | 500 | 2M |
Pro | $999 | $799 | 1000 | 5M |
Enterprise | Custom Pricing | Custom Pricing | Custom | Custom |
Quick Start
To initialize the pycgapi
client, simply run the following code based on your API plan:
Demo (Beta) API:
from pycgapi import CoinGeckoAPI
api = CoinGeckoAPI() # no API key required for public API
Paid Plan API:
import keyring
from pycgapi import CoinGeckoAPI
api_key = keyring.get_password('coingecko', 'api_key') # gets your API key from keyring
api = CoinGeckoAPI(api_key, pro_api=True) # must provide api_key and set pro_api=True
Ping the CoinGecko API server:
api.status_check()
Output:
API Server Status: {'gecko_says': '(V3) To the Moon!'}
The output above confirms a successful connection to the CoinGecko API server.
Usage Examples
For detailed examples of all endpoints, see the
examples directory. Here are a few examples of pycgapi
:
Get a list of all supported coins:
coins = api.coins_list()
coins.head()
Output:
symbol name
id
01coin zoc 01coin
0chain zcn Zus
0-knowledge-network 0kn 0 Knowledge Network
0-mee ome O-MEE
0vix-protocol vix 0VIX Protocol
Get a list of all supported coins with price, volume, and market-related data:
coins = api.coins_market_data()[['symbol', 'name', 'current_price', 'market_cap', 'total_volume']]
print(coins.head())
Output:
symbol name current_price market_cap total_volume
id
bitcoin btc Bitcoin 43410.000 850590460912 29791306848
ethereum eth Ethereum 2223.840 267274033503 18135533011
tether usdt Tether 1.002 92977544355 51440182305
binancecoin bnb BNB 311.890 48011725773 1578466144
solana sol Solana 96.810 41708642386 3237650635
Get a list of supported fiat-currencies:
supported_vs_currencies = api.supported_currencies()
print('Available Vs. Currencies: {}'.format(sorted(supported_vs_currencies)))
Output:
Available Vs. Currencies: ['aed', 'ars', 'aud', 'bch', 'bdt', 'bhd', 'bits', 'bmd', 'bnb', 'brl', 'btc', 'cad', 'chf',
'clp', 'cny', 'czk', 'dkk', 'dot', 'eos', 'eth', 'eur', 'gbp', 'gel', 'hkd', 'huf', 'idr', 'ils', 'inr', 'jpy', 'krw',
'kwd', 'link', 'lkr', 'ltc', 'mmk', 'mxn', 'myr', 'ngn', 'nok', 'nzd', 'php', 'pkr', 'pln', 'rub', 'sar', 'sats', 'sek',
'sgd', 'thb', 'try', 'twd', 'uah', 'usd', 'vef', 'vnd', 'xag', 'xau', 'xdr', 'xlm', 'xrp', 'yfi', 'zar']
Get the current price of a list of cryptocurrencies:
coin_ids = ['bitcoin', 'ethereum', 'tether', 'binancecoin', 'solana']
price = api.get_simple_prices(coin_ids)
price
Output:
usd
binancecoin 320.25000
bitcoin 43201.00000
ethereum 2239.91000
solana 101.26000
tether 0.99994
Get the historical market data for a list of cryptocurrencies:
coin_ids = ['bitcoin', 'ethereum', 'tether', 'binancecoin', 'solana']
coins_historical_data = api.multiple_coins_historical_data(coin_ids)
print('Available Keys: {}'.format(sorted(coins_historical_data.keys())))
coins_historical_data['price'].head()
Output:
100%|██████████| 5/5 [00:01<00:00, 2.68it/s]
Available Keys: ['market_cap', 'price', 'total_volume']
bitcoin ethereum tether binancecoin \
timestamp
2020-04-11 00:00:00+00:00 6864.694257 157.740158 1.001752 13.718826
2020-04-12 00:00:00+00:00 6878.781213 158.327878 1.001414 13.826759
2020-04-13 00:00:00+00:00 6913.158787 158.863826 0.996086 14.265117
2020-04-14 00:00:00+00:00 6857.538538 156.701359 0.998972 15.045573
2020-04-15 00:00:00+00:00 6860.178536 158.267151 1.000622 15.582721
solana
timestamp
2020-04-11 00:00:00+00:00 0.957606
2020-04-12 00:00:00+00:00 0.784711
2020-04-13 00:00:00+00:00 0.875994
2020-04-14 00:00:00+00:00 0.786712
2020-04-15 00:00:00+00:00 0.666673
Available Methods
pycgapi
offers a wide range of methods for accessing cryptocurrency data. For a complete list of available
methods, please refer to the documentation.
ping
- /ping - Check API server status.
api.status_check()
simple
- /simple/price - Get the current price of any cryptocurrencies in any other supported currencies that you need.
api.simple_prices(coin_ids)
- /simple/supported_vs_currencies - Get list of supported_vs_currencies.
api.supported_currencies()
coins
- /coins/list - List all supported coins id, name and symbol (no pagination required).
api.coins_list()
- /coins/markets - List all supported coins price, market cap, volume, and market related data.
api.coins_market_data()
api.top_coins_market_data(top_n=10)
- /coins/{id} - Get current data (name, price, market, ... including exchange tickers) for a coin.
api.coin_info(coin_id='bitoin')
- /coins/{id}/tickers - Get coin tickers (paginated to 100 items).
api.coin_market_tickers(coin_id='bitoin')
- /coins/{id}/history - Get historical data (name, price, market, stats) at a given date for a coin.
api.coin_historical_on_date(coin_id='bitoin', date='12-31-2023')
- /coins/{id}/market_chart - Get historical market data include price, market cap, and 24h volume (granularity auto).
api.coin_historical_market_data(coin_id='bitoin')
api.multiple_coins_historical_data(coin_ids=['bitoin', 'ethereum', 'tether', 'binancecoin', 'solana'])
- /coins/{id}/market_chart/range - Get historical market data include price, market cap, and 24h volume within a range of timestamp (granularity auto).
api.coin_historical_market_data(coin_id='bitoin', from_date='12-31-2022', to_date='12-31-2023')
api.multiple_coins_historical_data(coin_ids=['bitoin', 'ethereum', 'tether'], from_date='12-31-2022',
to_date='12-31-2023')
- /coins/{id}/ohlc - Get coin's OHLC (candlestick) data.
api.coin_ohlc_data(coin_id='bitoin')
api.multiple_coins_ohlc_data(coin_ids=['bitoin', 'ethereum', 'tether', 'binancecoin', 'solana'])
contract
- /coins/{id}/contract/{contract_address} - Get coin info from contract address.
api.coin_by_contract(platform_id='ethereum', contract_address='0x5a98fcbea516cf06857215779fd812ca3bef1b32')
- /coins/{id}/contract/{contract_address}/market_chart - Get historical market data include price, market cap, and 24h volume (granularity auto).
api.contract_historical_market_data(platform_id='ethereum',
contract_address='0x5a98fcbea516cf06857215779fd812ca3bef1b32')
- /coins/{id}/contract/{contract_address}/market_chart/range - Get historical market data include price, market cap, and 24h volume within a range of timestamp (granularity auto).
api.contract_historical_market_data(platform_id='ethereum',
contract_address='0x5a98fcbea516cf06857215779fd812ca3bef1b32',
from_date='12-31-2022', to_date='12-31-2023')
asset_platforms
- /asset_platforms - List all asset platforms (Blockchain networks).
api.asset_platforms_list()
categories
- /coins/categories/list - List all categories.
api.cryptocurrency_categories_list()
- /coins/categories - List all categories with market data.
api.categories_market_data()
exchanges
- /exchanges - List all exchanges.
api.active_exchanges_list()
- /exchanges/list - List all exchanges name and identifier.
api.all_exchanges_list()
- /exchanges/{id} - Get exchange volume in BTC and top 100 tickers for a specific exchange.
api.exchange_volume_data(exchange_id='binance')
- /exchanges/{id}/tickers - Get paginated tickers for a specific exchange (paginated, 100 tickers per page).
api.exchange_market_tickers(exchange_id='binance')
- /exchanges/{id}/volume_chart - Get volume_chart data for a specific exchange.
api.exchange_historical_volume(exchange_id='binance')
- /exchanges/{id}/volume_chart/range - Get volume_chart data for a specific exchange within a range of timestamp.
api.exchange_historical_volume(exchange_id='binance', from_date='12-31-2022', to_date='12-31-2023')
derivatives
- /derivatives - List all derivative tickers.
api.derivatives_market_tickers()
- /derivatives/exchanges - List all derivative exchanges.
api.derivatives_exchanges_list()
- /derivatives/exchanges/{id} - Get detailed data for a specific derivatives exchange.
api.derivatives_exchange_info(exchange_id='binance_futures')
- /derivatives/exchanges/list - List all derivatives exchanges name and identifiers.
api.all_derivatives_exchanges_list()
nfts (beta)
- /nfts/list - Get list of all supported NFT ids.
api.nfts_supported()
- /nfts/{id} - Get current data for a specific NFT collection.
api.nft_collection_info(nft_id='bored-ape-yacht-club')
api.nft_collections_info(nft_ids=['cryptopunks', 'bored-ape-yacht-club'])
- nfts/{asset_platform_id}/contract/{contract_address} - Get current data for a specific NFT contract address.
api.nft_collection_info(asset_platform_id='ethereum', contract_address='0xbc4ca0eda7647a8ab7c2061c2e118a18a936f13d')
exchange_rates
- /exchange_rates - Get BTC-to-Currency exchange rates.
api.btc_exchange_rates()
search
- /search - Search for coins, categories, and markets listed on CoinGecko.
api.search_coingecko(query='bitcoin')
trending
- /search/trending - Get trending search coins (Top-7) on CoinGecko in the last 24 hours.
api.trending_searches()
global
- /global - Get cryptocurrency global data.
api.global_crypto_stats()
- /global/decentralized_finance_defi - Get cryptocurrency global decentralized finance(defi) data.
api.global_defi_stats()
companies (beta)
- /companies/public_treasury/{coin_id} - Get public companies that hold this coin as part of their treasury.
api.companies_holdings(coin_id='bitcoin')
paid plan (exclusive)
- /coins/list/new - Get the latest 200 coins recented listed on CoinGecko.
api.new_coins_listed()
- /coins/top_gainers_losers - Get the top 30 gainers and losers for a specific duration.
api.gainers_losers()
- /global/market_cap_chart - Get historical global market cap and volume data.
api.historical_global_market_cap()
- /nfts/markets - Get list of supported NFTs with market data.
api.nft_market_data()
- /nfts/{id}/market_chart - Get historical market data of a specific NFT collection by id.
api.get_nft_collection_historical_market_data(nft_id='bored-ape-yacht-club')
- /nfts/{asset_platform_id}/contract/{contract_address}/market_chart - Get historical market data of a specific NFT collection by contract address.
api.nft_historical_data(
asset_platform_id='ethereum',
contract_address='0xbc4ca0eda7647a8ab7c2061c2e118a18a936f13d'
)
- /nfts/{id}/tickers - Get the latest floor price and 24h volume of an NFT collection on each NFT marketplace.
api.nft_market_tickers(nft_id='bored-ape-yacht-club')
enterprise plan (exclusive)
- /coins/{id}/circulating_supply_chart - Get historical circulating supply data for a coin.
api.coin_circulating_supply_history(coin_id='bitcoin')
- /coins/{id}/circulating_supply_chart/range - Get historical circulating supply data for a coin within a date range.
api.coin_circulating_supply_history(coin_id='bitcoin', from_date='12-31-2022', to_date='12-31-2023')
- /coins/{id}/total_supply_chart - Get historical total supply data for a coin.
api.coin_total_supply_history(coin_id='bitcoin')
- /coins/{id}/total_supply_chart/range - Get historical total supply data for a coin within a date range.
api.coin_total_supply_history(coin_id='bitcoin', from_date='12-31-2022', to_date='12-31-2023')
- /token_lists/{asset_platform_id}/all.json - Get list of tokens for a specific blockchain network supported by Ethereum token list standard..
api.all_tokens_list(asset_platform_id='ethereum')
Running on Docker
You can run pycgapi
inside a Docker container. Below are the steps to build and run the Docker image:
-
Build the Docker Image:
First, navigate to the root directory of the project in the command prompt and build the Docker image using the following command:
docker build --no-cache -t pycgapi .
-
Running the Docker Container:
Once the Docker image is built, you can run the Docker container using the following command:
docker run -it pycgapi
Testing
To run the test suite with coverage analysis, navigate to the root directory of the project and use the following command:
coverage run -m unittest discover -s tests
This command uses coverage
to run all tests in the tests directory and collect coverage data as specified in the
.coveragerc file. After running the tests, you can generate a report to see the coverage percentage with:
coverage report
Or, to generate an HTML report showing line-by-line coverage:
coverage html
This will create a new directory named htmlcov
. Open the index.html
file in this directory with a web browser to view
the detailed coverage report.
Roadmap
- Add asynchronous functionality to improve performance.
Contributing
Contributions are welcome! Please feel free to submit pull requests, report bugs, or suggest new features.
License
pycgapi
is released under the MIT License. See LICENSE file for more details.
Contact
Find me on LinkedIn or schedule a meeting with me on Calendly.
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