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FIX: StataReader #3935

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Jun 21, 2013
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13 changes: 6 additions & 7 deletions pandas/io/stata.py
Original file line number Diff line number Diff line change
Expand Up @@ -407,7 +407,7 @@ def _null_terminate(self, s):

def _next(self):
typlist = self.typlist
if self._has_string_data:
if self.has_string_data:
data = [None] * self.nvar
for i in range(len(data)):
if type(typlist[i]) is int:
Expand Down Expand Up @@ -523,7 +523,8 @@ def data(self, convert_dates=True, convert_categoricals=True, index=None):
for i in cols_:
if self.dtyplist[i] is not None:
col = data.columns[i]
data[col] = Series(data[col], data[col].index, self.dtyplist[i])
if data[col].dtype is not np.dtype(object):
data[col] = Series(data[col], data[col].index, self.dtyplist[i])

if convert_dates:
cols = np.where(map(lambda x: x in _date_formats, self.fmtlist))[0]
Expand Down Expand Up @@ -856,7 +857,7 @@ def _write_data_nodates(self):
typ = ord(typlist[i])
if typ <= 244: # we've got a string
if len(var) < typ:
var = _pad_bytes(self._decode_bytes(var), len(var) + 1)
var = _pad_bytes(var, typ)
self._write(var)
else:
try:
Expand Down Expand Up @@ -884,15 +885,13 @@ def _write_data_dates(self):
if i in convert_dates:
var = _datetime_to_stata_elapsed(var, self.fmtlist[i])
if typ <= 244: # we've got a string
if isnull(var):
var = "" # missing string
if len(var) < typ:
var = _pad_bytes(var, len(var) + 1)
var = _pad_bytes(var, typ)
self._write(var)
else:
if isnull(var): # this only matters for floats
var = MISSING_VALUES[typ]
self._write(struct.pack(byteorder+TYPE_MAP[typ], var))
self._file.write(struct.pack(byteorder+TYPE_MAP[typ], var))

def _null_terminate(self, s, as_string=False):
null_byte = '\x00'
Expand Down
22 changes: 19 additions & 3 deletions pandas/io/tests/test_stata.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,19 +3,19 @@
from datetime import datetime
import os
import unittest
import sys
import warnings
import nose

import numpy as np

from pandas.core.frame import DataFrame
from pandas.core.frame import DataFrame, Series
from pandas.io.parsers import read_csv
from pandas.io.stata import read_stata, StataReader, StataWriter
import pandas.util.testing as tm
from pandas.util.testing import ensure_clean
from pandas.util.misc import is_little_endian


class StataTests(unittest.TestCase):

def setUp(self):
Expand All @@ -35,6 +35,7 @@ def setUp(self):
self.csv8 = os.path.join(self.dirpath, 'tbl19-3.csv')
self.dta9 = os.path.join(self.dirpath, 'lbw.dta')
self.csv9 = os.path.join(self.dirpath, 'lbw.csv')
self.dta10 = os.path.join(self.dirpath, 'stata10.dta')

def read_dta(self, file):
return read_stata(file, convert_dates=True)
Expand Down Expand Up @@ -189,9 +190,24 @@ def test_read_dta9(self):
decimal=3
)

def test_read_dta10(self):
original = DataFrame(
data=
[
["string", "object", 1, 1.1, np.datetime64('2003-12-25')]
],
columns=['string', 'object', 'integer', 'float', 'datetime'])
original["object"] = Series(original["object"], dtype=object)
original.index.name = 'index'

with ensure_clean(self.dta10) as path:
original.to_stata(path, {'datetime': 'tc'}, False)
written_and_read_again = self.read_dta(path)
tm.assert_frame_equal(written_and_read_again.set_index('index'), original)

def test_stata_doc_examples(self):
with ensure_clean(self.dta5) as path:
df = DataFrame(np.random.randn(10,2),columns=list('AB'))
df = DataFrame(np.random.randn(10, 2), columns=list('AB'))
df.to_stata(path)

if __name__ == '__main__':
Expand Down