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Description
Writing a DataFrame with utf-16 encoding adds garbage characters to the file:
import codecs
import pandas as pd
#This works
enc = 'utf-8'
print '\n\n',enc,'\n\n'
d = {'one' : pd.Series([1., 2., 3.], index=['a', 'b', 'c']),
'two' : pd.Series([1., 2., 3., 4.], index=['a', 'b', 'c', 'd'])}
df = pd.DataFrame(d)
print df,'\n\n'
df.to_csv('foo.csv', encoding = enc)
df = pd.read_csv('foo.csv', encoding = enc)
print df,'\n\n'
with codecs.open('foo.csv', encoding=enc, mode='r') as f:
for line in f:
print line
#this does not work
enc = 'utf-16'
print '\n\n',enc,'\n\n'
d = {'one' : pd.Series([1., 2., 3.], index=['a', 'b', 'c']),
'two' : pd.Series([1., 2., 3., 4.], index=['a', 'b', 'c', 'd'])}
df = pd.DataFrame(d)
print df,'\n\n'
df.to_csv('foo.csv', encoding = enc)
df = pd.read_csv('foo.csv', encoding = enc)
print df,'\n\n'
#prints
# Unnamed: 0 one two???????????
# 0 b 2 2.0???????????
# 1 d NaN 4.0?
with codecs.open('foo.csv', encoding=enc, mode='r') as f:
for line in f:
print line
#prints
#,one,two愀Ⰰ⸀ Ⰰ⸀ ഀ
#b,2.0,2.0挀Ⰰ㌀⸀ Ⰰ㌀⸀ ഀ
#d,,4.0
Versions:
pandas.show_versions()
INSTALLED VERSIONS
------------------
commit: None
python: 2.7.9.final.0
python-bits: 32
OS: Windows
OS-release: 7
machine: AMD64
processor: Intel64 Family 6 Model 42 Stepping 7, GenuineIntel
byteorder: little
LC_ALL: None
LANG: de_DE
pandas: 0.16.1
nose: 1.3.4
Cython: 0.21.1
numpy: 1.8.2
scipy: 0.15.1
statsmodels: 0.6.1
IPython: 2.3.1
sphinx: 1.2.3
patsy: 0.3.0
dateutil: 2.3
pytz: 2014.10
bottleneck: 0.8.0
tables: 3.1.1
numexpr: 2.4
matplotlib: 1.4.2
openpyxl: 2.1.3
xlrd: 0.9.3
xlwt: 0.7.5
xlsxwriter: None
lxml: 3.4.1
bs4: 4.3.2
html5lib: 0.999
httplib2: None
apiclient: None
sqlalchemy: 0.9.8
pymysql: None
psycopg2: None