The ib_insync
package is build on top of the Python API
from Interactive Brokers. The objective is to make it as
easy as possible to use the API to its fullest extent.
The main features are:
- An
IB
component that automatically keeps in sync; - An easy to use linear style of programming (no more callbacks);
- A fully asynchonous framework based on asyncio for advanced users;
- Interactive operation with live data in Jupyter notebooks.
pip3 install -U ib_insync
On some systems the command is named pip
instead of pip3
.
If the package is to be installed for a single user,
then add --user
to the command.
Requirements:
- Python version 3.6 or higher;
- The Interactive Brokers Python API version 9.74;
- A running TWS or IB gateway application (version 971 or higher). Make sure the API port is enabled and 'Download open orders on connection' is checked.
To install packages needed for the examples and notebooks:
pip3 install -U jupyter numpy pandas
This is a complete script to download historical data:
from ib_insync import *
# util.startLoop() # uncomment this line when in a notebook
ib = IB()
ib.connect('127.0.0.1', 7497, clientId=1)
contract = Forex('EURUSD')
bars = ib.reqHistoricalData(contract, endDateTime='', durationStr='30 D',
barSizeSetting='1 hour', whatToShow='MIDPOINT', useRTH=True)
# convert to pandas dataframe:
df = util.df(bars)
print(df[['date', 'open', 'high', 'low', 'close']])
Output:
date open high low close 0 2017-08-13 23:15:00 1.182850 1.183100 1.182100 1.182400 1 2017-08-14 00:00:00 1.182400 1.182450 1.181875 1.182175 2 2017-08-14 01:00:00 1.182175 1.182675 1.181900 1.182525 ... 719 2017-09-22 22:00:00 1.194425 1.195425 1.194225 1.195050
Be sure to take a look at the notebooks and the recipes too.
The complete API documentation.
The insync user group is the place to discuss IB-insync and anything related to it.
The software is provided on the conditions of the simplified BSD license.
This project is not affiliated with Interactive Brokers Group, Inc.'s.
Good luck and enjoy,
author: | Ewald de Wit <[email protected]> |
---|