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Merge pull request pydata#45 from brotchie/master
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ENH: Extended DataReader to fetch Dividends and Stock Splits from Yahoo!
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davidastephens committed Jun 10, 2015
2 parents 4062317 + 0d69076 commit 5979a6c
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14 changes: 14 additions & 0 deletions docs/source/remote_data.rst
Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,8 @@ It should be noted, that various sources support different kinds of data, so not
Yahoo! Finance
==============

Historical stock prices from Yahoo! Finance.

.. ipython:: python
import pandas_datareader.data as web
Expand All @@ -45,6 +47,18 @@ Yahoo! Finance
f = web.DataReader("F", 'yahoo', start, end)
f.ix['2010-01-04']
Historical corporate actions (Dividends and Stock Splits) with ex-dates from Yahoo! Finance.

.. ipython:: python
import pandas_datareader.data as web
import datetime
start = datetime.datetime(2010, 1, 1)
end = datetime.datetime(2015, 5, 9)
web.DataReader('AAPL', 'yahoo-actions', start, end)
.. _remote_data.yahoo_options:

Yahoo! Finance Options
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84 changes: 83 additions & 1 deletion pandas_datareader/data.py
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Expand Up @@ -7,6 +7,7 @@
import tempfile
import datetime as dt
import time
import csv

from collections import defaultdict

Expand Down Expand Up @@ -45,7 +46,7 @@ def DataReader(name, data_source=None, start=None, end=None,
the name of the dataset. Some data sources (yahoo, google, fred) will
accept a list of names.
data_source: str
the data source ("yahoo", "google", "fred", or "ff")
the data source ("yahoo", "yahoo-actions", "google", "fred", or "ff")
start : {datetime, None}
left boundary for range (defaults to 1/1/2010)
end : {datetime, None}
Expand All @@ -57,6 +58,9 @@ def DataReader(name, data_source=None, start=None, end=None,
# Data from Yahoo! Finance
gs = DataReader("GS", "yahoo")
# Corporate Actions (Dividend and Split Data) with ex-dates from Yahoo! Finance
gs = DataReader("GS", "yahoo-actions")
# Data from Google Finance
aapl = DataReader("AAPL", "google")
Expand All @@ -75,6 +79,9 @@ def DataReader(name, data_source=None, start=None, end=None,
return get_data_yahoo(symbols=name, start=start, end=end,
adjust_price=False, chunksize=25,
retry_count=retry_count, pause=pause)
elif data_source == "yahoo-actions":
return get_data_yahoo_actions(symbol=name, start=start, end=end,
retry_count=retry_count, pause=pause)
elif data_source == "google":
return get_data_google(symbols=name, start=start, end=end,
adjust_price=False, chunksize=25,
Expand Down Expand Up @@ -423,6 +430,81 @@ def get_data_yahoo(symbols=None, start=None, end=None, retry_count=3,
return _get_data_from(symbols, start, end, interval, retry_count, pause,
adjust_price, ret_index, chunksize, 'yahoo')

_HISTORICAL_YAHOO_ACTIONS_URL = 'http://ichart.finance.yahoo.com/x?'

def get_data_yahoo_actions(symbol, start=None, end=None, retry_count=3,
pause=0.001):
"""
Returns DataFrame of historical corporate actions (dividends and stock
splits) from symbols, over date range, start to end. All dates in the
resulting DataFrame correspond with dividend and stock split ex-dates.
Parameters
----------
sym : string with a single Single stock symbol (ticker).
start : string, (defaults to '1/1/2010')
Starting date, timestamp. Parses many different kind of date
representations (e.g., 'JAN-01-2010', '1/1/10', 'Jan, 1, 1980')
end : string, (defaults to today)
Ending date, timestamp. Same format as starting date.
retry_count : int, default 3
Number of times to retry query request.
pause : int, default 0
Time, in seconds, of the pause between retries.
"""

start, end = _sanitize_dates(start, end)
url = (_HISTORICAL_YAHOO_ACTIONS_URL + 's=%s' % symbol +
'&a=%s' % (start.month - 1) +
'&b=%s' % start.day +
'&c=%s' % start.year +
'&d=%s' % (end.month - 1) +
'&e=%s' % end.day +
'&f=%s' % end.year +
'&g=v')

for _ in range(retry_count):
time.sleep(pause)

try:
with urlopen(url) as resp:
lines = resp.read()
except _network_error_classes:
pass
else:
actions_index = []
actions_entries = []

for line in csv.reader(StringIO(bytes_to_str(lines))):
# Ignore lines that aren't dividends or splits (Yahoo
# add a bunch of irrelevant fields.)
if len(line) != 3 or line[0] not in ('DIVIDEND', 'SPLIT'):
continue

action, date, value = line
if action == 'DIVIDEND':
actions_index.append(to_datetime(date))
actions_entries.append({
'action': action,
'value': float(value)
})
elif action == 'SPLIT' and ':' in value:
# Convert the split ratio to a fraction. For example a
# 4:1 split expressed as a fraction is 1/4 = 0.25.
denominator, numerator = value.split(':', 1)
split_fraction = float(numerator) / float(denominator)

actions_index.append(to_datetime(date))
actions_entries.append({
'action': action,
'value': split_fraction
})

return DataFrame(actions_entries, index=actions_index)

raise IOError("after %d tries, Yahoo! did not "
"return a 200 for url %r" % (retry_count, url))


def get_data_google(symbols=None, start=None, end=None, retry_count=3,
pause=0.001, adjust_price=False, ret_index=False,
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21 changes: 21 additions & 0 deletions pandas_datareader/tests/test_data.py
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Expand Up @@ -265,6 +265,27 @@ def test_get_date_ret_index(self):
# sanity checking
assert np.issubdtype(pan.values.dtype, np.floating)

def test_get_data_yahoo_actions(self):
start = datetime(1990, 1, 1)
end = datetime(2000, 4, 5)

actions = web.get_data_yahoo_actions('BHP.AX', start, end)

self.assertEqual(sum(actions['action'] == 'DIVIDEND'), 20)
self.assertEqual(sum(actions['action'] == 'SPLIT'), 1)

self.assertEqual(actions.ix['1995-05-11']['action'][0], 'SPLIT')
self.assertEqual(actions.ix['1995-05-11']['value'][0], 1/1.1)

self.assertEqual(actions.ix['1993-05-10']['action'][0], 'DIVIDEND')
self.assertEqual(actions.ix['1993-05-10']['value'][0], 0.3)

def test_get_data_yahoo_actions_invalid_symbol(self):
start = datetime(1990, 1, 1)
end = datetime(2000, 4, 5)

self.assertRaises(IOError, web.get_data_yahoo_actions, 'UNKNOWN TICKER', start, end)


class TestYahooOptions(tm.TestCase):
@classmethod
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