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10 changes: 7 additions & 3 deletions pandas_datareader/data.py
Original file line number Diff line number Diff line change
Expand Up @@ -326,18 +326,23 @@ def _dl_mult_symbols(symbols, start, end, interval, chunksize, retry_count, paus
method):
stocks = {}
failed = []
passed = []
for sym_group in _in_chunks(symbols, chunksize):
for sym in sym_group:
try:
stocks[sym] = method(sym, start, end, interval, retry_count, pause)
passed.append(sym)
except IOError:
warnings.warn('Failed to read symbol: {0!r}, replacing with '
'NaN.'.format(sym), SymbolWarning)
failed.append(sym)

if len(passed) == 0:
raise RemoteDataError("No data fetched using "
"{0!r}".format(method.__name__))
try:
if len(stocks) > 0 and len(failed) > 0:
df_na = stocks.values()[0].copy()
if len(stocks) > 0 and len(failed) > 0 and len(passed) > 0:
df_na = stocks[passed[0]].copy()
df_na[:] = np.nan
for sym in failed:
stocks[sym] = df_na
Expand All @@ -347,7 +352,6 @@ def _dl_mult_symbols(symbols, start, end, interval, chunksize, retry_count, paus
raise RemoteDataError("No data fetched using "
"{0!r}".format(method.__name__))


_source_functions = {'google': _get_hist_google, 'yahoo': _get_hist_yahoo}


Expand Down
4 changes: 4 additions & 0 deletions pandas_datareader/tests/test_data.py
Original file line number Diff line number Diff line change
Expand Up @@ -100,6 +100,10 @@ def test_get_multi_invalid(self):
pan = web.get_data_google(sl, '2012')
self.assertIn('INVALID', pan.minor_axis)

def test_get_multi_all_invalid(self):
sl = ['INVALID', 'INVALID2', 'INVALID3']
self.assertRaises(RemoteDataError, web.get_data_google, sl, '2012')

def test_get_multi2(self):
with warnings.catch_warnings(record=True) as w:
for locale in self.locales:
Expand Down