crypto_history is a python package for extracting history of crypto-currencies from various exchanges and presenting them ivn a data-format of choice
Project description
This is a wrapper on binance and other exchange APIs to aggregate historical information in structured tabular formats (such as xarray.DataArray)
- Source code
- Documentation
Features
Cleans the data ticker-wise if incomplete
Sets the correct type on the data obtained
Is able to join data from various chunks of time in a single DataArray
Candles of varying intervals can be obtained in a single DataArray
Fetches information about all tickers available on Binance asynchronously
Delays requests if it is close to the limit prescribed by Binance
Retries when the requests have exceeded the performance limit of the machine
Obtains the history of each/all tickers in the xarray.DataArray format
Easily extendable to other exchanges and other data formats
It does not require an API key from Binance
Quick Start
pip install crypto-history
See a basic example at :examples/binance_basic.py
exchange_factory = class_builders.get("market").get("binance")()
desired_fields = ["open_ts", "open"]
binance_homogenizer = exchange_factory.create_data_homogenizer()
base_assets = await binance_homogenizer.get_all_base_assets()
print(f"All the base assets available on the Binance exchange are {base_assets}")
time_range = {("25 Jan 2020", "27 May 2020"): "1d",
("26 Aug 2020", "now"): "1h"}
time_aggregated_data_container = data_container_intra.TimeAggregatedDataContainer(
exchange_factory,
base_assets=["NANO", "IOST", "XRP"],
reference_assets=["BTC"],
ohlcv_fields=desired_fields,
time_range_dict=time_range
)
xdataarray_of_coins = await time_aggregated_data_container.get_time_aggregated_data_container()
pprint(xdataarray_of_coins)
For more check out the documentation.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.