I'm trying to figure out how to get historical reference data through bloomberg api in python. Essentially, I am attempting to reproduce the following excel BDH in python:
=BDH("IBM US EQUITY","3MTH_IMPVOL_100.0%MNY_DF","2015-01-01","2016-01-01")
None of the python packages I've found seem to offer this functionality. For instance, while I can get reference data through tia:
from tia.bbg import LocalTerminal
resp = LocalTerminal.get_reference_data('SPX Index','3MTH_IMPVOL_100.0%MNY_DF')
I can't figure out how to pull the historical time series of implied vol as opposed to the single datapoint.
Has anyone done this before?
I don't know why you haven't found it but it is in tia.
get_historical
is the function name.
The function to use is:
resp = LocalTerminal.get_historical('SPX Index','3MTH_IMPVOL_100.0%MNY_DF', start="2015-01-01",end="2016-01-01")
You might have to do something like resp.as_frame()
to get the dataframe of data.
I encourage you to go through the tia github to examine the code to understand how to get historical data for your other needs.