I am trying to run the zipline
buyapple.py
example as described here through terminal:
zipline run -f ../../zipline/examples/buyapple.py --start 2000-1-1 --end 2014-1-1 -o buyapple_out.pickle
But it causes the following error:
request.py", line 1320, in do_open raise URLError(err)
urllib.error.URLError: <urlopen error [Errno 11001] getaddrinfo failed>
Does anybody know whats wrong?
Seems as it has something to do with Yahoo'S finance API. I used the following approach to fix this issue:
pip install pandas-datareader
pip install fix-yahoo-finance-0.0.18.tar from here
Then patch the zipline Benchmarks.py with the folloiwng code provided by the user edmunch:
import pandas as pd
from six.moves.urllib_parse import urlencode
import pandas_datareader as pdr #NEW
import fix_yahoo_finance as yf #NEW
yf.pdr_override()#NEW
def get_benchmark_returns(symbol, start_date, end_date):
print('NEW')
df = pdr.data.get_data_yahoo(symbol, start=start_date, end=end_date)
df.to_csv('{}_D1.csv'.format(symbol))
return pd.read_csv('{}_D1.csv'.format(symbol),
parse_dates=['Date'],
index_col='Date',
usecols=["Adj Close", "Date"],
squeeze=True, # squeeze tells pandas to make this a Series
# instead of a 1-column DataFrame
).sort_index().tz_localize('UTC').pct_change(1).iloc[1:]